0,1,2,3
seed set to 1seed set to 1

seed set to 1
seed set to 1
| distributed init (rank 0): env://
| distributed init (rank 2): env://
| distributed init (rank 3): env://
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332529 [0] NCCL INFO NCCL_SOCKET_IFNAME set by environment to eth0
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332529 [0] NCCL INFO Bootstrap: Using eth0:10.91.77.233<0>
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332529 [0] NCCL INFO cudaDriverVersion 12040
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332529 [0] NCCL INFO NCCL version 2.26.2+cuda12.2
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332529 [0] NCCL INFO Comm config Blocking set to 1
| distributed init (rank 1): env://
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332532 [3] NCCL INFO cudaDriverVersion 12040
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332532 [3] NCCL INFO NCCL_SOCKET_IFNAME set by environment to eth0
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332531 [2] NCCL INFO cudaDriverVersion 12040
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332532 [3] NCCL INFO Bootstrap: Using eth0:10.91.77.233<0>
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332531 [2] NCCL INFO NCCL_SOCKET_IFNAME set by environment to eth0
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332532 [3] NCCL INFO NCCL version 2.26.2+cuda12.2
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332531 [2] NCCL INFO Bootstrap: Using eth0:10.91.77.233<0>
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332531 [2] NCCL INFO NCCL version 2.26.2+cuda12.2
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332532 [3] NCCL INFO Comm config Blocking set to 1
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332531 [2] NCCL INFO Comm config Blocking set to 1
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332530 [1] NCCL INFO cudaDriverVersion 12040
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332530 [1] NCCL INFO NCCL_SOCKET_IFNAME set by environment to eth0
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332530 [1] NCCL INFO Bootstrap: Using eth0:10.91.77.233<0>
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332530 [1] NCCL INFO NCCL version 2.26.2+cuda12.2
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332530 [1] NCCL INFO Comm config Blocking set to 1
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO NET/Plugin: Failed to find ncclNetPlugin_v10 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO NET/Plugin: Failed to find ncclNetPlugin_v9 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO NET/Plugin: Loaded net plugin AWS Libfabric (v8)
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO NET/Plugin: Failed to find ncclCollNetPlugin_v10 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO NET/Plugin: Failed to find ncclCollNetPlugin_v9 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO NET/Plugin: Failed to find ncclCollNetPlugin_v8 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO NET/Plugin: Failed to find ncclCollNetPlugin_v7 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO NET/Plugin: Failed to find ncclCollNetPlugin_v6 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO NET/OFI Initializing aws-ofi-nccl 1.11.0-aws
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO NET/OFI Using Libfabric version 1.22
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO NET/OFI Using CUDA driver version 12040
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO NET/OFI Configuring AWS-specific options
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO NET/OFI Setting NCCL_NVLSTREE_MAX_CHUNKSIZE to 512KiB
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO NET/OFI Setting NCCL_NVLS_CHUNKSIZE to 512KiB
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO NET/OFI Running on p4de.24xlarge platform, Setting NCCL_TOPO_FILE environment variable to /opt/aws-ofi-nccl/install/share/aws-ofi-nccl/xml/p4de-24xl-topo.xml
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO NET/OFI Internode latency set at 75.0 us
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO NET/OFI Creating one domain per process
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO NET/OFI Using transport protocol SENDRECV
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO NET/Plugin: Failed to find ncclNetPlugin_v10 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO NET/Plugin: Failed to find ncclNetPlugin_v9 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO NET/Plugin: Loaded net plugin AWS Libfabric (v8)
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO NET/Plugin: Failed to find ncclCollNetPlugin_v10 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO NET/Plugin: Failed to find ncclCollNetPlugin_v9 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO NET/Plugin: Failed to find ncclCollNetPlugin_v8 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO NET/Plugin: Failed to find ncclCollNetPlugin_v7 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO NET/Plugin: Failed to find ncclCollNetPlugin_v6 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO NET/OFI Initializing aws-ofi-nccl 1.11.0-aws
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO NET/OFI Using Libfabric version 1.22
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO NET/OFI Using CUDA driver version 12040
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO NET/OFI Configuring AWS-specific options
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO NET/OFI Setting NCCL_NVLSTREE_MAX_CHUNKSIZE to 512KiB
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO NET/OFI Setting NCCL_NVLS_CHUNKSIZE to 512KiB
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO NET/OFI Running on p4de.24xlarge platform, Setting NCCL_TOPO_FILE environment variable to /opt/aws-ofi-nccl/install/share/aws-ofi-nccl/xml/p4de-24xl-topo.xml
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO NET/OFI Internode latency set at 75.0 us
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO NET/OFI Creating one domain per process
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO NET/OFI Using transport protocol SENDRECV
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO NET/OFI Selected Provider is efa (found 4 nics)
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO NET/Plugin: Failed to find ncclNetPlugin_v10 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO NET/Plugin: Failed to find ncclNetPlugin_v9 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO NET/Plugin: Loaded net plugin AWS Libfabric (v8)
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO NET/Plugin: Failed to find ncclCollNetPlugin_v10 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO NET/Plugin: Failed to find ncclCollNetPlugin_v9 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO NET/Plugin: Failed to find ncclCollNetPlugin_v8 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO NET/Plugin: Failed to find ncclCollNetPlugin_v7 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO NET/Plugin: Failed to find ncclCollNetPlugin_v6 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO NET/OFI Initializing aws-ofi-nccl 1.11.0-aws
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO NET/OFI Using Libfabric version 1.22
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO NET/OFI Using CUDA driver version 12040
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO NET/OFI Configuring AWS-specific options
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO NET/OFI Setting NCCL_NVLSTREE_MAX_CHUNKSIZE to 512KiB
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO NET/OFI Setting NCCL_NVLS_CHUNKSIZE to 512KiB
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO NET/OFI Running on p4de.24xlarge platform, Setting NCCL_TOPO_FILE environment variable to /opt/aws-ofi-nccl/install/share/aws-ofi-nccl/xml/p4de-24xl-topo.xml
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO NET/OFI Internode latency set at 75.0 us
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO NET/OFI Creating one domain per process
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO NET/OFI Using transport protocol SENDRECV
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO NET/OFI Selected Provider is efa (found 4 nics)
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO NET/OFI Setting FI_OPT_EFA_SENDRECV_IN_ORDER_ALIGNED_128_BYTES not supported.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO NET/OFI Setting NCCL_PROTO to "simple"
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO NET/OFI Global registrations supported
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO PROFILER/Plugin: Could not find: libnccl-profiler.so. 
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO Using network AWS Libfabric
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO NET/OFI Selected Provider is efa (found 4 nics)
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO NET/Plugin: Failed to find ncclNetPlugin_v10 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO NET/Plugin: Failed to find ncclNetPlugin_v9 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO NET/Plugin: Loaded net plugin AWS Libfabric (v8)
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO NET/Plugin: Failed to find ncclCollNetPlugin_v10 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO NET/Plugin: Failed to find ncclCollNetPlugin_v9 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO NET/Plugin: Failed to find ncclCollNetPlugin_v8 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO NET/Plugin: Failed to find ncclCollNetPlugin_v7 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO NET/Plugin: Failed to find ncclCollNetPlugin_v6 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO NET/OFI Initializing aws-ofi-nccl 1.11.0-aws
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO NET/OFI Using Libfabric version 1.22
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO NET/OFI Using CUDA driver version 12040
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO NET/OFI Configuring AWS-specific options
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO NET/OFI Setting NCCL_NVLSTREE_MAX_CHUNKSIZE to 512KiB
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO NET/OFI Setting NCCL_NVLS_CHUNKSIZE to 512KiB
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO NET/OFI Running on p4de.24xlarge platform, Setting NCCL_TOPO_FILE environment variable to /opt/aws-ofi-nccl/install/share/aws-ofi-nccl/xml/p4de-24xl-topo.xml
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO NET/OFI Internode latency set at 75.0 us
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO NET/OFI Creating one domain per process
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO NET/OFI Using transport protocol SENDRECV
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO NET/OFI Setting FI_OPT_EFA_SENDRECV_IN_ORDER_ALIGNED_128_BYTES not supported.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO NET/OFI Setting NCCL_PROTO to "simple"
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO NET/OFI Global registrations supported
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO PROFILER/Plugin: Could not find: libnccl-profiler.so. 
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO Using network AWS Libfabric
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO NET/OFI Setting FI_OPT_EFA_SENDRECV_IN_ORDER_ALIGNED_128_BYTES not supported.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO NET/OFI Setting NCCL_PROTO to "simple"
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO NET/OFI Global registrations supported
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO PROFILER/Plugin: Could not find: libnccl-profiler.so. 
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO Using network AWS Libfabric
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO NET/OFI Selected Provider is efa (found 4 nics)
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO DMA-BUF is available on GPU device 0
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO ncclCommInitRankConfig comm 0xa78f550 rank 0 nranks 4 cudaDev 0 nvmlDev 0 busId 101c0 commId 0xfdba901b4472a9d2 - Init START
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO NET/OFI Setting FI_OPT_EFA_SENDRECV_IN_ORDER_ALIGNED_128_BYTES not supported.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO NET/OFI Setting NCCL_PROTO to "simple"
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO NET/OFI Global registrations supported
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO PROFILER/Plugin: Could not find: libnccl-profiler.so. 
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO Using network AWS Libfabric
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO DMA-BUF is available on GPU device 2
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO ncclCommInitRankConfig comm 0xaf08390 rank 2 nranks 4 cudaDev 2 nvmlDev 2 busId 201c0 commId 0xfdba901b4472a9d2 - Init START
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO DMA-BUF is available on GPU device 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO ncclCommInitRankConfig comm 0xa026990 rank 3 nranks 4 cudaDev 3 nvmlDev 3 busId 201d0 commId 0xfdba901b4472a9d2 - Init START
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO RAS client listening socket at ::1<28028>
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO DMA-BUF is available on GPU device 1
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO ncclCommInitRankConfig comm 0x9d440e0 rank 1 nranks 4 cudaDev 1 nvmlDev 1 busId 101d0 commId 0xfdba901b4472a9d2 - Init START
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO RAS client listening socket at ::1<28028>
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO RAS client listening socket at ::1<28028>
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO RAS client listening socket at ::1<28028>
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO Bootstrap timings total 0.001043 (create 0.000061, send 0.000112, recv 0.000189, ring 0.000082, delay 0.000001)
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO Bootstrap timings total 0.189703 (create 0.000061, send 0.000104, recv 0.188801, ring 0.000100, delay 0.000001)
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO Bootstrap timings total 0.089220 (create 0.000054, send 0.000123, recv 0.041341, ring 0.000059, delay 0.000001)
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO Bootstrap timings total 0.048024 (create 0.000057, send 0.000102, recv 0.000198, ring 0.047049, delay 0.000001)
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO NCCL_TOPO_FILE set by environment to /opt/aws-ofi-nccl/install/share/aws-ofi-nccl/xml/p4de-24xl-topo.xml
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO NCCL_TOPO_FILE set by environment to /opt/aws-ofi-nccl/install/share/aws-ofi-nccl/xml/p4de-24xl-topo.xml
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO NCCL_TOPO_FILE set by environment to /opt/aws-ofi-nccl/install/share/aws-ofi-nccl/xml/p4de-24xl-topo.xml
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO NCCL_TOPO_FILE set by environment to /opt/aws-ofi-nccl/install/share/aws-ofi-nccl/xml/p4de-24xl-topo.xml
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO NET/OFI Global registrations supported
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO NET/OFI Global registrations supported
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO NET/OFI Global registrations supported
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO NET/OFI Global registrations supported
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO NET/OFI Global registrations supported
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO NET/OFI Global registrations supported
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO NET/OFI Global registrations supported
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO NET/OFI Global registrations supported
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO NET/OFI Global registrations supported
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO NET/OFI Global registrations supported
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO NET/OFI Global registrations supported
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO NET/OFI Global registrations supported
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO NET/OFI Global registrations supported
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO NET/OFI Global registrations supported
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO NET/OFI Global registrations supported
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO NET/OFI Global registrations supported
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO Setting affinity for GPU 1 to ff,ffff0000,00ffffff
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO Setting affinity for GPU 2 to ff,ffff0000,00ffffff
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO NVLS multicast support is not available on dev 1
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO NVLS multicast support is not available on dev 2
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO Setting affinity for GPU 0 to ff,ffff0000,00ffffff
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO Setting affinity for GPU 3 to ff,ffff0000,00ffffff
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO NVLS multicast support is not available on dev 0
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO NVLS multicast support is not available on dev 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO comm 0x9d440e0 rank 1 nRanks 4 nNodes 1 localRanks 4 localRank 1 MNNVL 0
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO comm 0xa026990 rank 3 nRanks 4 nNodes 1 localRanks 4 localRank 3 MNNVL 0
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO comm 0xa78f550 rank 0 nRanks 4 nNodes 1 localRanks 4 localRank 0 MNNVL 0
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO comm 0xaf08390 rank 2 nRanks 4 nNodes 1 localRanks 4 localRank 2 MNNVL 0
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO Channel 00/24 : 0 1 2 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO Channel 01/24 : 0 1 2 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO Channel 02/24 : 0 1 2 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO Channel 03/24 : 0 1 2 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO Channel 04/24 : 0 1 2 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO Trees [0] -1/-1/-1->3->2 [1] -1/-1/-1->3->2 [2] -1/-1/-1->3->2 [3] -1/-1/-1->3->2 [4] -1/-1/-1->3->2 [5] -1/-1/-1->3->2 [6] -1/-1/-1->3->2 [7] -1/-1/-1->3->2 [8] -1/-1/-1->3->2 [9] -1/-1/-1->3->2 [10] -1/-1/-1->3->2 [11] -1/-1/-1->3->2 [12] -1/-1/-1->3->2 [13] -1/-1/-1->3->2 [14] -1/-1/-1->3->2 [15] -1/-1/-1->3->2 [16] -1/-1/-1->3->2 [17] -1/-1/-1->3->2 [18] -1/-1/-1->3->2 [19] -1/-1/-1->3->2 [20] -1/-1/-1->3->2 [21] -1/-1/-1->3->2 [22] -1/-1/-1->3->2 [23] -1/-1/-1->3->2
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO Channel 05/24 : 0 1 2 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO P2P Chunksize set to 524288
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO Trees [0] 2/-1/-1->1->0 [1] 2/-1/-1->1->0 [2] 2/-1/-1->1->0 [3] 2/-1/-1->1->0 [4] 2/-1/-1->1->0 [5] 2/-1/-1->1->0 [6] 2/-1/-1->1->0 [7] 2/-1/-1->1->0 [8] 2/-1/-1->1->0 [9] 2/-1/-1->1->0 [10] 2/-1/-1->1->0 [11] 2/-1/-1->1->0 [12] 2/-1/-1->1->0 [13] 2/-1/-1->1->0 [14] 2/-1/-1->1->0 [15] 2/-1/-1->1->0 [16] 2/-1/-1->1->0 [17] 2/-1/-1->1->0 [18] 2/-1/-1->1->0 [19] 2/-1/-1->1->0 [20] 2/-1/-1->1->0 [21] 2/-1/-1->1->0 [22] 2/-1/-1->1->0 [23] 2/-1/-1->1->0
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO Trees [0] 3/-1/-1->2->1 [1] 3/-1/-1->2->1 [2] 3/-1/-1->2->1 [3] 3/-1/-1->2->1 [4] 3/-1/-1->2->1 [5] 3/-1/-1->2->1 [6] 3/-1/-1->2->1 [7] 3/-1/-1->2->1 [8] 3/-1/-1->2->1 [9] 3/-1/-1->2->1 [10] 3/-1/-1->2->1 [11] 3/-1/-1->2->1 [12] 3/-1/-1->2->1 [13] 3/-1/-1->2->1 [14] 3/-1/-1->2->1 [15] 3/-1/-1->2->1 [16] 3/-1/-1->2->1 [17] 3/-1/-1->2->1 [18] 3/-1/-1->2->1 [19] 3/-1/-1->2->1 [20] 3/-1/-1->2->1 [21] 3/-1/-1->2->1 [22] 3/-1/-1->2->1 [23] 3/-1/-1->2->1
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO Channel 06/24 : 0 1 2 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO P2P Chunksize set to 524288
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO P2P Chunksize set to 524288
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO Channel 07/24 : 0 1 2 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO Channel 08/24 : 0 1 2 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO Channel 09/24 : 0 1 2 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO Channel 10/24 : 0 1 2 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO Channel 11/24 : 0 1 2 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO Channel 12/24 : 0 1 2 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO Channel 13/24 : 0 1 2 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO Channel 14/24 : 0 1 2 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO Channel 15/24 : 0 1 2 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO Channel 16/24 : 0 1 2 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO Channel 17/24 : 0 1 2 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO Channel 18/24 : 0 1 2 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO Channel 19/24 : 0 1 2 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO Channel 20/24 : 0 1 2 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO Channel 21/24 : 0 1 2 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO Channel 22/24 : 0 1 2 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO Channel 23/24 : 0 1 2 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO Trees [0] 1/-1/-1->0->-1 [1] 1/-1/-1->0->-1 [2] 1/-1/-1->0->-1 [3] 1/-1/-1->0->-1 [4] 1/-1/-1->0->-1 [5] 1/-1/-1->0->-1 [6] 1/-1/-1->0->-1 [7] 1/-1/-1->0->-1 [8] 1/-1/-1->0->-1 [9] 1/-1/-1->0->-1 [10] 1/-1/-1->0->-1 [11] 1/-1/-1->0->-1 [12] 1/-1/-1->0->-1 [13] 1/-1/-1->0->-1 [14] 1/-1/-1->0->-1 [15] 1/-1/-1->0->-1 [16] 1/-1/-1->0->-1 [17] 1/-1/-1->0->-1 [18] 1/-1/-1->0->-1 [19] 1/-1/-1->0->-1 [20] 1/-1/-1->0->-1 [21] 1/-1/-1->0->-1 [22] 1/-1/-1->0->-1 [23] 1/-1/-1->0->-1
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO P2P Chunksize set to 524288
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332649 [1] NCCL INFO [Proxy Service] Device 1 CPU core 53
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332650 [1] NCCL INFO [Proxy Service UDS] Device 1 CPU core 56
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332651 [3] NCCL INFO [Proxy Service] Device 3 CPU core 63
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332652 [3] NCCL INFO [Proxy Service UDS] Device 3 CPU core 49
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO Check P2P Type intraNodeP2pSupport 1 directMode 0
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332653 [2] NCCL INFO [Proxy Service] Device 2 CPU core 51
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332654 [2] NCCL INFO [Proxy Service UDS] Device 2 CPU core 65
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332655 [0] NCCL INFO [Proxy Service] Device 0 CPU core 53
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332656 [0] NCCL INFO [Proxy Service UDS] Device 0 CPU core 64
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO NCCL_PROTO set by environment to simple
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO threadThresholds 8/8/64 | 32/8/64 | 512 | 512
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO 24 coll channels, 24 collnet channels, 0 nvls channels, 32 p2p channels, 32 p2p channels per peer
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO NCCL_PROTO set by environment to simple
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO threadThresholds 8/8/64 | 32/8/64 | 512 | 512
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO 24 coll channels, 24 collnet channels, 0 nvls channels, 32 p2p channels, 32 p2p channels per peer
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO NCCL_PROTO set by environment to simple
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO Enabled NCCL Func/Proto/Algo Matrix:
     Function |       LL     LL128    Simple   |          Tree           Ring  CollNetDirect   CollNetChain           NVLS       NVLSTree            PAT  
    Broadcast |        0         0         1   |             1              1              1              1              1              1              1  
       Reduce |        0         0         1   |             1              1              1              1              1              1              1  
    AllGather |        0         0         1   |             1              1              1              1              1              1              1  
ReduceScatter |        0         0         1   |             1              1              1              1              1              1              1  
    AllReduce |        0         0         1   |             1              1              1              1              1             
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO threadThresholds 8/8/64 | 32/8/64 | 512 | 512
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO 24 coll channels, 24 collnet channels, 0 nvls channels, 32 p2p channels, 32 p2p channels per peer
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO NCCL_PROTO set by environment to simple
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO threadThresholds 8/8/64 | 32/8/64 | 512 | 512
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO 24 coll channels, 24 collnet channels, 0 nvls channels, 32 p2p channels, 32 p2p channels per peer
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO CC Off, workFifoBytes 1048576
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO TUNER/Plugin: Could not find: libnccl-tuner.so. Using internal tuner plugin.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO TUNER/Plugin: Could not find: libnccl-tuner.so. Using internal tuner plugin.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO TUNER/Plugin: Could not find: libnccl-tuner.so. Using internal tuner plugin.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO TUNER/Plugin: Could not find: libnccl-tuner.so. Using internal tuner plugin.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO ncclCommInitRankConfig comm 0x9d440e0 rank 1 nranks 4 cudaDev 1 nvmlDev 1 busId 101d0 commId 0xfdba901b4472a9d2 - Init COMPLETE
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO ncclCommInitRankConfig comm 0xa026990 rank 3 nranks 4 cudaDev 3 nvmlDev 3 busId 201d0 commId 0xfdba901b4472a9d2 - Init COMPLETE
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO ncclCommInitRankConfig comm 0xa78f550 rank 0 nranks 4 cudaDev 0 nvmlDev 0 busId 101c0 commId 0xfdba901b4472a9d2 - Init COMPLETE
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead.
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO ncclCommInitRankConfig comm 0xaf08390 rank 2 nranks 4 cudaDev 2 nvmlDev 2 busId 201c0 commId 0xfdba901b4472a9d2 - Init COMPLETE
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332639 [0] NCCL INFO Init timings - ncclCommInitRankConfig: rank 0 nranks 4 total 0.81 (kernels 0.15, alloc 0.18, bootstrap 0.19, allgathers 0.02, topo 0.18, graphs 0.00, connections 0.03, rest 0.06)
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332642 [3] NCCL INFO Init timings - ncclCommInitRankConfig: rank 3 nranks 4 total 0.79 (kernels 0.16, alloc 0.30, bootstrap 0.05, allgathers 0.01, topo 0.18, graphs 0.00, connections 0.03, rest 0.07)
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332644 [1] NCCL INFO Init timings - ncclCommInitRankConfig: rank 1 nranks 4 total 0.77 (kernels 0.15, alloc 0.32, bootstrap 0.00, allgathers 0.04, topo 0.18, graphs 0.00, connections 0.03, rest 0.04)
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332643 [2] NCCL INFO Init timings - ncclCommInitRankConfig: rank 2 nranks 4 total 0.79 (kernels 0.15, alloc 0.26, bootstrap 0.09, allgathers 0.04, topo 0.18, graphs 0.00, connections 0.03, rest 0.04)
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332662 [2] NCCL INFO Channel 00/0 : 2[2] -> 3[3] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332664 [0] NCCL INFO Channel 00/0 : 0[0] -> 1[1] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332662 [2] NCCL INFO Channel 01/0 : 2[2] -> 3[3] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332664 [0] NCCL INFO Channel 01/0 : 0[0] -> 1[1] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332662 [2] NCCL INFO Channel 02/0 : 2[2] -> 3[3] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332664 [0] NCCL INFO Channel 02/0 : 0[0] -> 1[1] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332662 [2] NCCL INFO Channel 03/0 : 2[2] -> 3[3] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332664 [0] NCCL INFO Channel 03/0 : 0[0] -> 1[1] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332662 [2] NCCL INFO Channel 04/0 : 2[2] -> 3[3] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332664 [0] NCCL INFO Channel 04/0 : 0[0] -> 1[1] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332662 [2] NCCL INFO Channel 05/0 : 2[2] -> 3[3] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332664 [0] NCCL INFO Channel 05/0 : 0[0] -> 1[1] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332662 [2] NCCL INFO Channel 06/0 : 2[2] -> 3[3] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332664 [0] NCCL INFO Channel 06/0 : 0[0] -> 1[1] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332662 [2] NCCL INFO Channel 07/0 : 2[2] -> 3[3] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332664 [0] NCCL INFO Channel 07/0 : 0[0] -> 1[1] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332662 [2] NCCL INFO Channel 08/0 : 2[2] -> 3[3] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332664 [0] NCCL INFO Channel 08/0 : 0[0] -> 1[1] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332662 [2] NCCL INFO Channel 09/0 : 2[2] -> 3[3] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332664 [0] NCCL INFO Channel 09/0 : 0[0] -> 1[1] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332662 [2] NCCL INFO Channel 10/0 : 2[2] -> 3[3] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332664 [0] NCCL INFO Channel 10/0 : 0[0] -> 1[1] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332662 [2] NCCL INFO Channel 11/0 : 2[2] -> 3[3] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332664 [0] NCCL INFO Channel 11/0 : 0[0] -> 1[1] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332665 [3] NCCL INFO Channel 00/0 : 3[3] -> 0[0] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332662 [2] NCCL INFO Channel 12/0 : 2[2] -> 3[3] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332664 [0] NCCL INFO Channel 12/0 : 0[0] -> 1[1] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332663 [1] NCCL INFO Channel 00/0 : 1[1] -> 2[2] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332665 [3] NCCL INFO Channel 01/0 : 3[3] -> 0[0] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332662 [2] NCCL INFO Channel 13/0 : 2[2] -> 3[3] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332664 [0] NCCL INFO Channel 13/0 : 0[0] -> 1[1] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332663 [1] NCCL INFO Channel 01/0 : 1[1] -> 2[2] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332665 [3] NCCL INFO Channel 02/0 : 3[3] -> 0[0] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332662 [2] NCCL INFO Channel 14/0 : 2[2] -> 3[3] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332664 [0] NCCL INFO Channel 14/0 : 0[0] -> 1[1] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332663 [1] NCCL INFO Channel 02/0 : 1[1] -> 2[2] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332665 [3] NCCL INFO Channel 03/0 : 3[3] -> 0[0] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332662 [2] NCCL INFO Channel 15/0 : 2[2] -> 3[3] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332664 [0] NCCL INFO Channel 15/0 : 0[0] -> 1[1] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332663 [1] NCCL INFO Channel 03/0 : 1[1] -> 2[2] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332665 [3] NCCL INFO Channel 04/0 : 3[3] -> 0[0] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332662 [2] NCCL INFO Channel 16/0 : 2[2] -> 3[3] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332664 [0] NCCL INFO Channel 16/0 : 0[0] -> 1[1] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332663 [1] NCCL INFO Channel 04/0 : 1[1] -> 2[2] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332665 [3] NCCL INFO Channel 05/0 : 3[3] -> 0[0] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332662 [2] NCCL INFO Channel 17/0 : 2[2] -> 3[3] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332664 [0] NCCL INFO Channel 17/0 : 0[0] -> 1[1] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332663 [1] NCCL INFO Channel 05/0 : 1[1] -> 2[2] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332665 [3] NCCL INFO Channel 06/0 : 3[3] -> 0[0] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332662 [2] NCCL INFO Channel 18/0 : 2[2] -> 3[3] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332664 [0] NCCL INFO Channel 18/0 : 0[0] -> 1[1] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332663 [1] NCCL INFO Channel 06/0 : 1[1] -> 2[2] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332665 [3] NCCL INFO Channel 07/0 : 3[3] -> 0[0] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332662 [2] NCCL INFO Channel 19/0 : 2[2] -> 3[3] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332664 [0] NCCL INFO Channel 19/0 : 0[0] -> 1[1] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332665 [3] NCCL INFO Channel 08/0 : 3[3] -> 0[0] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332663 [1] NCCL INFO Channel 07/0 : 1[1] -> 2[2] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332662 [2] NCCL INFO Channel 20/0 : 2[2] -> 3[3] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332664 [0] NCCL INFO Channel 20/0 : 0[0] -> 1[1] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332665 [3] NCCL INFO Channel 09/0 : 3[3] -> 0[0] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332663 [1] NCCL INFO Channel 08/0 : 1[1] -> 2[2] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332662 [2] NCCL INFO Channel 21/0 : 2[2] -> 3[3] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332664 [0] NCCL INFO Channel 21/0 : 0[0] -> 1[1] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332665 [3] NCCL INFO Channel 10/0 : 3[3] -> 0[0] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332663 [1] NCCL INFO Channel 09/0 : 1[1] -> 2[2] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332662 [2] NCCL INFO Channel 22/0 : 2[2] -> 3[3] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332664 [0] NCCL INFO Channel 22/0 : 0[0] -> 1[1] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332665 [3] NCCL INFO Channel 11/0 : 3[3] -> 0[0] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332663 [1] NCCL INFO Channel 10/0 : 1[1] -> 2[2] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332662 [2] NCCL INFO Channel 23/0 : 2[2] -> 3[3] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332664 [0] NCCL INFO Channel 23/0 : 0[0] -> 1[1] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332665 [3] NCCL INFO Channel 12/0 : 3[3] -> 0[0] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332663 [1] NCCL INFO Channel 11/0 : 1[1] -> 2[2] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332665 [3] NCCL INFO Channel 13/0 : 3[3] -> 0[0] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332663 [1] NCCL INFO Channel 12/0 : 1[1] -> 2[2] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332665 [3] NCCL INFO Channel 14/0 : 3[3] -> 0[0] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332663 [1] NCCL INFO Channel 13/0 : 1[1] -> 2[2] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332665 [3] NCCL INFO Channel 15/0 : 3[3] -> 0[0] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332663 [1] NCCL INFO Channel 14/0 : 1[1] -> 2[2] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332665 [3] NCCL INFO Channel 16/0 : 3[3] -> 0[0] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332663 [1] NCCL INFO Channel 15/0 : 1[1] -> 2[2] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332665 [3] NCCL INFO Channel 17/0 : 3[3] -> 0[0] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332663 [1] NCCL INFO Channel 16/0 : 1[1] -> 2[2] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332665 [3] NCCL INFO Channel 18/0 : 3[3] -> 0[0] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332663 [1] NCCL INFO Channel 17/0 : 1[1] -> 2[2] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332665 [3] NCCL INFO Channel 19/0 : 3[3] -> 0[0] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332663 [1] NCCL INFO Channel 18/0 : 1[1] -> 2[2] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332665 [3] NCCL INFO Channel 20/0 : 3[3] -> 0[0] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332665 [3] NCCL INFO Channel 21/0 : 3[3] -> 0[0] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332663 [1] NCCL INFO Channel 19/0 : 1[1] -> 2[2] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332665 [3] NCCL INFO Channel 22/0 : 3[3] -> 0[0] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332663 [1] NCCL INFO Channel 20/0 : 1[1] -> 2[2] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332665 [3] NCCL INFO Channel 23/0 : 3[3] -> 0[0] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332663 [1] NCCL INFO Channel 21/0 : 1[1] -> 2[2] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332663 [1] NCCL INFO Channel 22/0 : 1[1] -> 2[2] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332663 [1] NCCL INFO Channel 23/0 : 1[1] -> 2[2] via P2P/CUMEM/read
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332665 [3] NCCL INFO Connected all rings, use ring PXN 0 GDR 1
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332664 [0] NCCL INFO Connected all rings, use ring PXN 0 GDR 1
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332662 [2] NCCL INFO Connected all rings, use ring PXN 0 GDR 1
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332663 [1] NCCL INFO Connected all rings, use ring PXN 0 GDR 1
Namespace(data_path='/mnt/localssd/setup_imagenet/ILSVRC/Data/CLS-LOC', model='resnet50', device='cuda', batch_size=256, epochs=600, workers=8, opt='sgd', lr=0.03, momentum=0.9, weight_decay=2e-05, norm_weight_decay=0.0, bias_weight_decay=None, transformer_embedding_decay=None, label_smoothing=0.1, mixup_alpha=0.2, cutmix_alpha=1.0, lr_scheduler='cosineannealinglr', lr_warmup_epochs=5, lr_warmup_method='linear', lr_warmup_decay=0.01, lr_step_size=30, lr_gamma=0.1, lr_min=0.0, print_freq=10, output_dir='imagenet_resnet50/', resume='', start_epoch=0, cache_dataset=False, sync_bn=False, test_only=False, auto_augment='ta_wide', ra_magnitude=9, augmix_severity=3, random_erase=0.1, amp=False, world_size=4, dist_url='env://', model_ema=True, model_ema_steps=32, model_ema_decay=0.99998, use_deterministic_algorithms=False, interpolation='bilinear', val_resize_size=232, val_crop_size=224, train_crop_size=176, clip_grad_norm=None, ra_sampler=True, ra_reps=4, weights=None, use_poly=True, clip=True, coeffs='coeffs.p', degree=4, range=5.0, reg_range=4.8, reg_coef=0.0001, penalty_exp=10, regularize=True, sigmoid=False, dataset='imagenet', alpha=0.0, prefetch_factor=2, no_overwrite=False, save_every_epoch=False, no_coef_quant=False, no_reg_warmup=False, seed=1, crypto_precision=10, rank=0, gpu=0, distributed=True, dist_backend='nccl')
Loading data
Loading training data
Took 2.868155002593994
Loading validation data
Creating data loaders
Creating model
[Network] Total number of parameters : 2.556e+07
[ 0.31445312  0.5         0.15625     0.         -0.00292969]
ResNet(
  (conv1): Conv2d(3, 64, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), bias=False)
  (bn1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
  (relu): PolyRelu(
    (evaluator): PolynomialEvaluator()
  )
  (maxpool): MaxPool2d(kernel_size=3, stride=2, padding=1, dilation=1, ceil_mode=False)
  (layer1): Sequential(
    (0): Bottleneck(
      (conv1): Conv2d(64, 64, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (conv2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
      (bn2): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (conv3): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn3): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (relu): PolyRelu(
        (evaluator): PolynomialEvaluator()
      )
      (downsample): Sequential(
        (0): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1), bias=False)
        (1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      )
    )
    (1): Bottleneck(
      (conv1): Conv2d(256, 64, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (conv2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
      (bn2): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (conv3): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn3): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (relu): PolyRelu(
        (evaluator): PolynomialEvaluator()
      )
    )
    (2): Bottleneck(
      (conv1): Conv2d(256, 64, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (conv2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
      (bn2): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (conv3): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn3): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (relu): PolyRelu(
        (evaluator): PolynomialEvaluator()
      )
    )
  )
  (layer2): Sequential(
    (0): Bottleneck(
      (conv1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn1): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (conv2): Conv2d(128, 128, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False)
      (bn2): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (conv3): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn3): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (relu): PolyRelu(
        (evaluator): PolynomialEvaluator()
      )
      (downsample): Sequential(
        (0): Conv2d(256, 512, kernel_size=(1, 1), stride=(2, 2), bias=False)
        (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      )
    )
    (1): Bottleneck(
      (conv1): Conv2d(512, 128, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn1): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (conv2): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
      (bn2): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (conv3): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn3): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (relu): PolyRelu(
        (evaluator): PolynomialEvaluator()
      )
    )
    (2): Bottleneck(
      (conv1): Conv2d(512, 128, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn1): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (conv2): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
      (bn2): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (conv3): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn3): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (relu): PolyRelu(
        (evaluator): PolynomialEvaluator()
      )
    )
    (3): Bottleneck(
      (conv1): Conv2d(512, 128, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn1): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (conv2): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
      (bn2): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (conv3): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn3): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (relu): PolyRelu(
        (evaluator): PolynomialEvaluator()
      )
    )
  )
  (layer3): Sequential(
    (0): Bottleneck(
      (conv1): Conv2d(512, 256, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (conv2): Conv2d(256, 256, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False)
      (bn2): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (conv3): Conv2d(256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn3): BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (relu): PolyRelu(
        (evaluator): PolynomialEvaluator()
      )
      (downsample): Sequential(
        (0): Conv2d(512, 1024, kernel_size=(1, 1), stride=(2, 2), bias=False)
        (1): BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      )
    )
    (1): Bottleneck(
      (conv1): Conv2d(1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (conv2): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
      (bn2): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (conv3): Conv2d(256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn3): BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (relu): PolyRelu(
        (evaluator): PolynomialEvaluator()
      )
    )
    (2): Bottleneck(
      (conv1): Conv2d(1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (conv2): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
      (bn2): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (conv3): Conv2d(256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn3): BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (relu): PolyRelu(
        (evaluator): PolynomialEvaluator()
      )
    )
    (3): Bottleneck(
      (conv1): Conv2d(1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (conv2): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
      (bn2): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (conv3): Conv2d(256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn3): BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (relu): PolyRelu(
        (evaluator): PolynomialEvaluator()
      )
    )
    (4): Bottleneck(
      (conv1): Conv2d(1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (conv2): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
      (bn2): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (conv3): Conv2d(256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn3): BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (relu): PolyRelu(
        (evaluator): PolynomialEvaluator()
      )
    )
    (5): Bottleneck(
      (conv1): Conv2d(1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (conv2): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
      (bn2): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (conv3): Conv2d(256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn3): BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (relu): PolyRelu(
        (evaluator): PolynomialEvaluator()
      )
    )
  )
  (layer4): Sequential(
    (0): Bottleneck(
      (conv1): Conv2d(1024, 512, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (conv2): Conv2d(512, 512, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False)
      (bn2): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (conv3): Conv2d(512, 2048, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn3): BatchNorm2d(2048, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (relu): PolyRelu(
        (evaluator): PolynomialEvaluator()
      )
      (downsample): Sequential(
        (0): Conv2d(1024, 2048, kernel_size=(1, 1), stride=(2, 2), bias=False)
        (1): BatchNorm2d(2048, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      )
    )
    (1): Bottleneck(
      (conv1): Conv2d(2048, 512, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (conv2): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
      (bn2): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (conv3): Conv2d(512, 2048, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn3): BatchNorm2d(2048, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (relu): PolyRelu(
        (evaluator): PolynomialEvaluator()
      )
    )
    (2): Bottleneck(
      (conv1): Conv2d(2048, 512, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (conv2): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
      (bn2): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (conv3): Conv2d(512, 2048, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn3): BatchNorm2d(2048, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (relu): PolyRelu(
        (evaluator): PolynomialEvaluator()
      )
    )
  )
  (avgpool): AdaptiveAvgPool2d(output_size=(1, 1))
  (fc): Linear(in_features=2048, out_features=1000, bias=True)
)
Start training
Epoch: [0]  [   0/1251]  eta: 4:04:56  lr: 3.000e-04  img/s: 3.00e+01  pen: 1.4e+00  loss: 7.1085 (7.1085)  acc1: 0.0000 (0.0000)  acc5: 0.0000 (0.0000)  time: 11.7480  data: 3.2184  max mem: 42806
Epoch: [0]  [  10/1251]  eta: 0:31:09  lr: 3.000e-04  img/s: 5.43e+02  pen: 1.3e+00  loss: 7.1179 (7.1148)  acc1: 0.0000 (0.1420)  acc5: 0.3906 (0.3196)  time: 1.5064  data: 0.2928  max mem: 42896
Epoch: [0]  [  20/1251]  eta: 0:20:48  lr: 3.000e-04  img/s: 5.43e+02  pen: 1.2e+00  loss: 7.1176 (7.1122)  acc1: 0.0000 (0.1488)  acc5: 0.3906 (0.4650)  time: 0.4773  data: 0.0003  max mem: 42896
Epoch: [0]  [  30/1251]  eta: 0:17:04  lr: 3.000e-04  img/s: 5.42e+02  pen: 1.2e+00  loss: 7.1132 (7.1161)  acc1: 0.0000 (0.1260)  acc5: 0.3906 (0.3906)  time: 0.4725  data: 0.0003  max mem: 42896
Epoch: [0]  [  40/1251]  eta: 0:15:08  lr: 3.000e-04  img/s: 5.41e+02  pen: 1.2e+00  loss: 7.1136 (7.1140)  acc1: 0.0000 (0.1048)  acc5: 0.3906 (0.3716)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [0]  [  50/1251]  eta: 0:13:55  lr: 3.000e-04  img/s: 5.43e+02  pen: 1.1e+00  loss: 7.1151 (7.1127)  acc1: 0.0000 (0.1072)  acc5: 0.3906 (0.3830)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [0]  [  60/1251]  eta: 0:13:05  lr: 3.000e-04  img/s: 5.39e+02  pen: 1.1e+00  loss: 7.1119 (7.1144)  acc1: 0.0000 (0.0961)  acc5: 0.3906 (0.3970)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [0]  [  70/1251]  eta: 0:12:28  lr: 3.000e-04  img/s: 5.43e+02  pen: 1.1e+00  loss: 7.1104 (7.1124)  acc1: 0.0000 (0.0880)  acc5: 0.3906 (0.4181)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [0]  [  80/1251]  eta: 0:11:58  lr: 3.000e-04  img/s: 5.42e+02  pen: 1.1e+00  loss: 7.1104 (7.1117)  acc1: 0.0000 (0.1061)  acc5: 0.3906 (0.4292)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [0]  [  90/1251]  eta: 0:11:34  lr: 3.000e-04  img/s: 5.42e+02  pen: 1.1e+00  loss: 7.1107 (7.1111)  acc1: 0.0000 (0.1073)  acc5: 0.3906 (0.4293)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [0]  [ 100/1251]  eta: 0:11:14  lr: 3.000e-04  img/s: 5.41e+02  pen: 1.0e+00  loss: 7.0900 (7.1097)  acc1: 0.0000 (0.1083)  acc5: 0.3906 (0.4486)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [0]  [ 110/1251]  eta: 0:10:57  lr: 3.000e-04  img/s: 5.41e+02  pen: 1.0e+00  loss: 7.0849 (7.1070)  acc1: 0.0000 (0.1126)  acc5: 0.3906 (0.4610)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [0]  [ 120/1251]  eta: 0:10:41  lr: 3.000e-04  img/s: 5.41e+02  pen: 1.0e+00  loss: 7.0944 (7.1074)  acc1: 0.0000 (0.1130)  acc5: 0.7812 (0.4778)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [0]  [ 130/1251]  eta: 0:10:28  lr: 3.000e-04  img/s: 5.42e+02  pen: 1.0e+00  loss: 7.1156 (7.1079)  acc1: 0.0000 (0.1073)  acc5: 0.7812 (0.4920)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [0]  [ 140/1251]  eta: 0:10:15  lr: 3.000e-04  img/s: 5.42e+02  pen: 9.7e-01  loss: 7.1167 (7.1085)  acc1: 0.0000 (0.1053)  acc5: 0.3906 (0.4765)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [0]  [ 150/1251]  eta: 0:10:04  lr: 3.000e-04  img/s: 5.43e+02  pen: 9.6e-01  loss: 7.0889 (7.1070)  acc1: 0.0000 (0.1061)  acc5: 0.0000 (0.4708)  time: 0.4724  data: 0.0003  max mem: 42896
Epoch: [0]  [ 160/1251]  eta: 0:09:53  lr: 3.000e-04  img/s: 5.16e+02  pen: 9.5e-01  loss: 7.0824 (7.1065)  acc1: 0.0000 (0.1068)  acc5: 0.3906 (0.4707)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [0]  [ 170/1251]  eta: 0:09:43  lr: 3.000e-04  img/s: 5.42e+02  pen: 9.4e-01  loss: 7.1115 (7.1074)  acc1: 0.0000 (0.1074)  acc5: 0.3906 (0.4774)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [0]  [ 180/1251]  eta: 0:09:34  lr: 3.000e-04  img/s: 5.44e+02  pen: 9.3e-01  loss: 7.1103 (7.1075)  acc1: 0.0000 (0.1036)  acc5: 0.3906 (0.4705)  time: 0.4723  data: 0.0003  max mem: 42896
Epoch: [0]  [ 190/1251]  eta: 0:09:25  lr: 3.000e-04  img/s: 5.43e+02  pen: 9.3e-01  loss: 7.1002 (7.1070)  acc1: 0.0000 (0.1043)  acc5: 0.3906 (0.4765)  time: 0.4721  data: 0.0003  max mem: 42896
Epoch: [0]  [ 200/1251]  eta: 0:09:16  lr: 3.000e-04  img/s: 5.43e+02  pen: 9.1e-01  loss: 7.1003 (7.1070)  acc1: 0.0000 (0.1049)  acc5: 0.3906 (0.4781)  time: 0.4729  data: 0.0003  max mem: 42896
Epoch: [0]  [ 210/1251]  eta: 0:09:08  lr: 3.000e-04  img/s: 5.44e+02  pen: 9.2e-01  loss: 7.0938 (7.1064)  acc1: 0.0000 (0.1018)  acc5: 0.3906 (0.4702)  time: 0.4729  data: 0.0003  max mem: 42896
Epoch: [0]  [ 220/1251]  eta: 0:09:00  lr: 3.000e-04  img/s: 5.43e+02  pen: 9.0e-01  loss: 7.0913 (7.1067)  acc1: 0.0000 (0.1007)  acc5: 0.3906 (0.4737)  time: 0.4722  data: 0.0003  max mem: 42896
Epoch: [0]  [ 230/1251]  eta: 0:08:53  lr: 3.000e-04  img/s: 5.43e+02  pen: 9.0e-01  loss: 7.0909 (7.1061)  acc1: 0.0000 (0.0981)  acc5: 0.3906 (0.4718)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [0]  [ 240/1251]  eta: 0:08:46  lr: 3.000e-04  img/s: 5.42e+02  pen: 9.4e-01  loss: 7.0830 (7.1057)  acc1: 0.0000 (0.0940)  acc5: 0.3906 (0.4717)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [0]  [ 250/1251]  eta: 0:08:39  lr: 3.000e-04  img/s: 5.43e+02  pen: 8.7e-01  loss: 7.0919 (7.1058)  acc1: 0.0000 (0.0918)  acc5: 0.3906 (0.4622)  time: 0.4726  data: 0.0003  max mem: 42896
Epoch: [0]  [ 260/1251]  eta: 0:08:32  lr: 3.000e-04  img/s: 5.43e+02  pen: 8.8e-01  loss: 7.1030 (7.1054)  acc1: 0.0000 (0.0883)  acc5: 0.0000 (0.4565)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [0]  [ 270/1251]  eta: 0:08:25  lr: 3.000e-04  img/s: 5.41e+02  pen: 8.7e-01  loss: 7.1045 (7.1051)  acc1: 0.0000 (0.0879)  acc5: 0.3906 (0.4584)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [0]  [ 280/1251]  eta: 0:08:18  lr: 3.000e-04  img/s: 5.42e+02  pen: 8.7e-01  loss: 7.1090 (7.1053)  acc1: 0.0000 (0.0890)  acc5: 0.3906 (0.4546)  time: 0.4730  data: 0.0003  max mem: 42896
Epoch: [0]  [ 290/1251]  eta: 0:08:12  lr: 3.000e-04  img/s: 5.43e+02  pen: 8.6e-01  loss: 7.1220 (7.1062)  acc1: 0.0000 (0.0859)  acc5: 0.3906 (0.4510)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [0]  [ 300/1251]  eta: 0:08:06  lr: 3.000e-04  img/s: 5.41e+02  pen: 8.6e-01  loss: 7.1308 (7.1066)  acc1: 0.0000 (0.0869)  acc5: 0.3906 (0.4503)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [0]  [ 310/1251]  eta: 0:07:59  lr: 3.000e-04  img/s: 5.42e+02  pen: 8.5e-01  loss: 7.1175 (7.1068)  acc1: 0.0000 (0.0854)  acc5: 0.0000 (0.4421)  time: 0.4733  data: 0.0004  max mem: 42896
Epoch: [0]  [ 320/1251]  eta: 0:07:53  lr: 3.000e-04  img/s: 5.21e+02  pen: 8.5e-01  loss: 7.1130 (7.1069)  acc1: 0.0000 (0.0888)  acc5: 0.0000 (0.4478)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [0]  [ 330/1251]  eta: 0:07:47  lr: 3.000e-04  img/s: 5.41e+02  pen: 8.5e-01  loss: 7.1066 (7.1068)  acc1: 0.0000 (0.0861)  acc5: 0.3906 (0.4461)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [0]  [ 340/1251]  eta: 0:07:41  lr: 3.000e-04  img/s: 5.40e+02  pen: 8.4e-01  loss: 7.1066 (7.1068)  acc1: 0.0000 (0.0871)  acc5: 0.3906 (0.4548)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [0]  [ 350/1251]  eta: 0:07:35  lr: 3.000e-04  img/s: 5.32e+02  pen: 8.4e-01  loss: 7.1101 (7.1071)  acc1: 0.0000 (0.0879)  acc5: 0.3906 (0.4552)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [0]  [ 360/1251]  eta: 0:07:29  lr: 3.000e-04  img/s: 5.43e+02  pen: 8.4e-01  loss: 7.0960 (7.1068)  acc1: 0.0000 (0.0898)  acc5: 0.7812 (0.4642)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [0]  [ 370/1251]  eta: 0:07:24  lr: 3.000e-04  img/s: 5.43e+02  pen: 8.4e-01  loss: 7.0960 (7.1068)  acc1: 0.0000 (0.0916)  acc5: 0.7812 (0.4717)  time: 0.4730  data: 0.0003  max mem: 42896
Epoch: [0]  [ 380/1251]  eta: 0:07:18  lr: 3.000e-04  img/s: 5.43e+02  pen: 8.3e-01  loss: 7.1051 (7.1069)  acc1: 0.0000 (0.0923)  acc5: 0.3906 (0.4726)  time: 0.4725  data: 0.0003  max mem: 42896
Epoch: [0]  [ 390/1251]  eta: 0:07:12  lr: 3.000e-04  img/s: 5.40e+02  pen: 8.4e-01  loss: 7.1126 (7.1074)  acc1: 0.0000 (0.0919)  acc5: 0.0000 (0.4656)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [0]  [ 400/1251]  eta: 0:07:06  lr: 3.000e-04  img/s: 5.42e+02  pen: 8.2e-01  loss: 7.1099 (7.1069)  acc1: 0.0000 (0.0906)  acc5: 0.0000 (0.4617)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [0]  [ 410/1251]  eta: 0:07:01  lr: 3.000e-04  img/s: 5.40e+02  pen: 8.2e-01  loss: 7.0900 (7.1066)  acc1: 0.0000 (0.0922)  acc5: 0.3906 (0.4619)  time: 0.4725  data: 0.0003  max mem: 42896
Epoch: [0]  [ 420/1251]  eta: 0:06:55  lr: 3.000e-04  img/s: 5.43e+02  pen: 8.1e-01  loss: 7.0952 (7.1067)  acc1: 0.0000 (0.0909)  acc5: 0.3906 (0.4630)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [0]  [ 430/1251]  eta: 0:06:50  lr: 3.000e-04  img/s: 5.40e+02  pen: 8.2e-01  loss: 7.1078 (7.1068)  acc1: 0.0000 (0.0924)  acc5: 0.3906 (0.4649)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [0]  [ 440/1251]  eta: 0:06:44  lr: 3.000e-04  img/s: 5.43e+02  pen: 8.1e-01  loss: 7.1098 (7.1071)  acc1: 0.0000 (0.0903)  acc5: 0.3906 (0.4633)  time: 0.4728  data: 0.0002  max mem: 42896
Epoch: [0]  [ 450/1251]  eta: 0:06:39  lr: 3.000e-04  img/s: 5.42e+02  pen: 8.1e-01  loss: 7.1193 (7.1074)  acc1: 0.0000 (0.0901)  acc5: 0.3906 (0.4634)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [0]  [ 460/1251]  eta: 0:06:33  lr: 3.000e-04  img/s: 5.43e+02  pen: 8.0e-01  loss: 7.1140 (7.1074)  acc1: 0.0000 (0.0898)  acc5: 0.3906 (0.4635)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [0]  [ 470/1251]  eta: 0:06:28  lr: 3.000e-04  img/s: 5.43e+02  pen: 8.0e-01  loss: 7.1263 (7.1078)  acc1: 0.0000 (0.0904)  acc5: 0.3906 (0.4628)  time: 0.4723  data: 0.0003  max mem: 42896
Epoch: [0]  [ 480/1251]  eta: 0:06:23  lr: 3.000e-04  img/s: 5.02e+02  pen: 8.0e-01  loss: 7.1263 (7.1081)  acc1: 0.0000 (0.0918)  acc5: 0.3906 (0.4662)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [0]  [ 490/1251]  eta: 0:06:17  lr: 3.000e-04  img/s: 5.41e+02  pen: 7.9e-01  loss: 7.1174 (7.1084)  acc1: 0.0000 (0.0915)  acc5: 0.3906 (0.4702)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [0]  [ 500/1251]  eta: 0:06:12  lr: 3.000e-04  img/s: 5.41e+02  pen: 8.1e-01  loss: 7.1063 (7.1083)  acc1: 0.0000 (0.0904)  acc5: 0.3906 (0.4709)  time: 0.4730  data: 0.0003  max mem: 42896
Epoch: [0]  [ 510/1251]  eta: 0:06:07  lr: 3.000e-04  img/s: 5.40e+02  pen: 7.9e-01  loss: 7.1047 (7.1084)  acc1: 0.0000 (0.0910)  acc5: 0.3906 (0.4717)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [0]  [ 520/1251]  eta: 0:06:02  lr: 3.000e-04  img/s: 5.42e+02  pen: 7.9e-01  loss: 7.1112 (7.1084)  acc1: 0.0000 (0.0900)  acc5: 0.3906 (0.4708)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [0]  [ 530/1251]  eta: 0:05:56  lr: 3.000e-04  img/s: 5.41e+02  pen: 7.9e-01  loss: 7.1011 (7.1084)  acc1: 0.0000 (0.0897)  acc5: 0.3906 (0.4693)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [0]  [ 540/1251]  eta: 0:05:51  lr: 3.000e-04  img/s: 5.41e+02  pen: 7.9e-01  loss: 7.1152 (7.1090)  acc1: 0.0000 (0.0888)  acc5: 0.3906 (0.4693)  time: 0.4732  data: 0.0004  max mem: 42896
Epoch: [0]  [ 550/1251]  eta: 0:05:46  lr: 3.000e-04  img/s: 5.41e+02  pen: 7.8e-01  loss: 7.1303 (7.1094)  acc1: 0.0000 (0.0900)  acc5: 0.3906 (0.4686)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [0]  [ 560/1251]  eta: 0:05:41  lr: 3.000e-04  img/s: 5.42e+02  pen: 7.8e-01  loss: 7.1277 (7.1096)  acc1: 0.0000 (0.0912)  acc5: 0.3906 (0.4672)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [0]  [ 570/1251]  eta: 0:05:35  lr: 3.000e-04  img/s: 5.42e+02  pen: 7.8e-01  loss: 7.1218 (7.1099)  acc1: 0.0000 (0.0896)  acc5: 0.3906 (0.4659)  time: 0.4731  data: 0.0004  max mem: 42896
Epoch: [0]  [ 580/1251]  eta: 0:05:30  lr: 3.000e-04  img/s: 5.43e+02  pen: 7.7e-01  loss: 7.1179 (7.1098)  acc1: 0.0000 (0.0901)  acc5: 0.3906 (0.4693)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [0]  [ 590/1251]  eta: 0:05:25  lr: 3.000e-04  img/s: 5.40e+02  pen: 7.8e-01  loss: 7.1044 (7.1095)  acc1: 0.0000 (0.0939)  acc5: 0.3906 (0.4746)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [0]  [ 600/1251]  eta: 0:05:20  lr: 3.000e-04  img/s: 5.41e+02  pen: 7.7e-01  loss: 7.1030 (7.1094)  acc1: 0.0000 (0.0929)  acc5: 0.3906 (0.4771)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [0]  [ 610/1251]  eta: 0:05:15  lr: 3.000e-04  img/s: 5.41e+02  pen: 7.7e-01  loss: 7.1044 (7.1092)  acc1: 0.0000 (0.0940)  acc5: 0.3906 (0.4769)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [0]  [ 620/1251]  eta: 0:05:10  lr: 3.000e-04  img/s: 5.41e+02  pen: 7.7e-01  loss: 7.1053 (7.1092)  acc1: 0.0000 (0.0925)  acc5: 0.3906 (0.4724)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [0]  [ 630/1251]  eta: 0:05:05  lr: 3.000e-04  img/s: 5.40e+02  pen: 7.7e-01  loss: 7.1052 (7.1089)  acc1: 0.0000 (0.0916)  acc5: 0.0000 (0.4723)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [0]  [ 640/1251]  eta: 0:05:00  lr: 3.000e-04  img/s: 5.15e+02  pen: 7.7e-01  loss: 7.1171 (7.1092)  acc1: 0.0000 (0.0908)  acc5: 0.3906 (0.4705)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [0]  [ 650/1251]  eta: 0:04:55  lr: 3.000e-04  img/s: 5.41e+02  pen: 7.7e-01  loss: 7.1070 (7.1091)  acc1: 0.0000 (0.0900)  acc5: 0.3906 (0.4710)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [0]  [ 660/1251]  eta: 0:04:50  lr: 3.000e-04  img/s: 5.41e+02  pen: 7.6e-01  loss: 7.1039 (7.1092)  acc1: 0.0000 (0.0898)  acc5: 0.3906 (0.4740)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [0]  [ 670/1251]  eta: 0:04:44  lr: 3.000e-04  img/s: 5.43e+02  pen: 7.6e-01  loss: 7.1104 (7.1092)  acc1: 0.0000 (0.0908)  acc5: 0.3906 (0.4721)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [0]  [ 680/1251]  eta: 0:04:39  lr: 3.000e-04  img/s: 5.41e+02  pen: 7.6e-01  loss: 7.1057 (7.1091)  acc1: 0.0000 (0.0901)  acc5: 0.3906 (0.4727)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [0]  [ 690/1251]  eta: 0:04:34  lr: 3.000e-04  img/s: 5.41e+02  pen: 7.6e-01  loss: 7.1191 (7.1091)  acc1: 0.0000 (0.0904)  acc5: 0.7812 (0.4749)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [0]  [ 700/1251]  eta: 0:04:29  lr: 3.000e-04  img/s: 5.41e+02  pen: 8.0e-01  loss: 7.0935 (7.1091)  acc1: 0.0000 (0.0903)  acc5: 0.7812 (0.4792)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [0]  [ 710/1251]  eta: 0:04:24  lr: 3.000e-04  img/s: 5.42e+02  pen: 7.6e-01  loss: 7.0935 (7.1088)  acc1: 0.0000 (0.0901)  acc5: 0.7812 (0.4813)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [0]  [ 720/1251]  eta: 0:04:19  lr: 3.000e-04  img/s: 5.42e+02  pen: 7.5e-01  loss: 7.0976 (7.1087)  acc1: 0.0000 (0.0894)  acc5: 0.3906 (0.4811)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [0]  [ 730/1251]  eta: 0:04:14  lr: 3.000e-04  img/s: 5.42e+02  pen: 7.5e-01  loss: 7.1106 (7.1090)  acc1: 0.0000 (0.0924)  acc5: 0.3906 (0.4847)  time: 0.4729  data: 0.0003  max mem: 42896
Epoch: [0]  [ 740/1251]  eta: 0:04:09  lr: 3.000e-04  img/s: 5.43e+02  pen: 7.5e-01  loss: 7.1106 (7.1090)  acc1: 0.0000 (0.0928)  acc5: 0.7812 (0.4871)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [0]  [ 750/1251]  eta: 0:04:04  lr: 3.000e-04  img/s: 5.43e+02  pen: 7.5e-01  loss: 7.1025 (7.1091)  acc1: 0.0000 (0.0915)  acc5: 0.3906 (0.4843)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [0]  [ 760/1251]  eta: 0:03:59  lr: 3.000e-04  img/s: 5.41e+02  pen: 7.5e-01  loss: 7.1089 (7.1091)  acc1: 0.0000 (0.0919)  acc5: 0.3906 (0.4861)  time: 0.4729  data: 0.0003  max mem: 42896
Epoch: [0]  [ 770/1251]  eta: 0:03:54  lr: 3.000e-04  img/s: 5.41e+02  pen: 7.5e-01  loss: 7.1112 (7.1089)  acc1: 0.0000 (0.0922)  acc5: 0.3906 (0.4859)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [0]  [ 780/1251]  eta: 0:03:49  lr: 3.000e-04  img/s: 5.40e+02  pen: 7.4e-01  loss: 7.0859 (7.1086)  acc1: 0.0000 (0.0935)  acc5: 0.3906 (0.4882)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [0]  [ 790/1251]  eta: 0:03:44  lr: 3.000e-04  img/s: 5.41e+02  pen: 7.4e-01  loss: 7.0961 (7.1085)  acc1: 0.0000 (0.0948)  acc5: 0.3906 (0.4879)  time: 0.4730  data: 0.0003  max mem: 42896
Epoch: [0]  [ 800/1251]  eta: 0:03:39  lr: 3.000e-04  img/s: 5.22e+02  pen: 7.5e-01  loss: 7.1056 (7.1085)  acc1: 0.0000 (0.0951)  acc5: 0.3906 (0.4886)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [0]  [ 810/1251]  eta: 0:03:35  lr: 3.000e-04  img/s: 5.43e+02  pen: 7.4e-01  loss: 7.1115 (7.1088)  acc1: 0.0000 (0.0949)  acc5: 0.3906 (0.4874)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [0]  [ 820/1251]  eta: 0:03:30  lr: 3.000e-04  img/s: 5.42e+02  pen: 7.4e-01  loss: 7.1189 (7.1088)  acc1: 0.0000 (0.0952)  acc5: 0.3906 (0.4886)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [0]  [ 830/1251]  eta: 0:03:25  lr: 3.000e-04  img/s: 5.43e+02  pen: 7.5e-01  loss: 7.1192 (7.1089)  acc1: 0.0000 (0.0945)  acc5: 0.3906 (0.4870)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [0]  [ 840/1251]  eta: 0:03:20  lr: 3.000e-04  img/s: 5.42e+02  pen: 7.4e-01  loss: 7.1228 (7.1090)  acc1: 0.0000 (0.0943)  acc5: 0.3906 (0.4900)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [0]  [ 850/1251]  eta: 0:03:15  lr: 3.000e-04  img/s: 5.41e+02  pen: 7.4e-01  loss: 7.1228 (7.1091)  acc1: 0.0000 (0.0941)  acc5: 0.3906 (0.4907)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [0]  [ 860/1251]  eta: 0:03:10  lr: 3.000e-04  img/s: 5.42e+02  pen: 7.4e-01  loss: 7.1222 (7.1092)  acc1: 0.0000 (0.0939)  acc5: 0.3906 (0.4909)  time: 0.4728  data: 0.0003  max mem: 42896
Epoch: [0]  [ 870/1251]  eta: 0:03:05  lr: 3.000e-04  img/s: 5.42e+02  pen: 7.4e-01  loss: 7.1110 (7.1092)  acc1: 0.0000 (0.0937)  acc5: 0.3906 (0.4920)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [0]  [ 880/1251]  eta: 0:03:00  lr: 3.000e-04  img/s: 5.41e+02  pen: 7.4e-01  loss: 7.1110 (7.1093)  acc1: 0.0000 (0.0940)  acc5: 0.7812 (0.4935)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [0]  [ 890/1251]  eta: 0:02:55  lr: 3.000e-04  img/s: 5.43e+02  pen: 7.3e-01  loss: 7.1006 (7.1091)  acc1: 0.0000 (0.0943)  acc5: 0.3906 (0.4932)  time: 0.4727  data: 0.0003  max mem: 42896
Epoch: [0]  [ 900/1251]  eta: 0:02:50  lr: 3.000e-04  img/s: 5.42e+02  pen: 7.4e-01  loss: 7.0985 (7.1090)  acc1: 0.0000 (0.0936)  acc5: 0.3906 (0.4912)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [0]  [ 910/1251]  eta: 0:02:45  lr: 3.000e-04  img/s: 5.41e+02  pen: 7.3e-01  loss: 7.0990 (7.1090)  acc1: 0.0000 (0.0935)  acc5: 0.3906 (0.4918)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [0]  [ 920/1251]  eta: 0:02:40  lr: 3.000e-04  img/s: 5.41e+02  pen: 7.3e-01  loss: 7.1132 (7.1090)  acc1: 0.0000 (0.0929)  acc5: 0.3906 (0.4899)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [0]  [ 930/1251]  eta: 0:02:35  lr: 3.000e-04  img/s: 5.41e+02  pen: 7.3e-01  loss: 7.1171 (7.1091)  acc1: 0.0000 (0.0919)  acc5: 0.3906 (0.4880)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [0]  [ 940/1251]  eta: 0:02:31  lr: 3.000e-04  img/s: 5.39e+02  pen: 7.6e-01  loss: 7.1189 (7.1092)  acc1: 0.0000 (0.0917)  acc5: 0.3906 (0.4894)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [0]  [ 950/1251]  eta: 0:02:26  lr: 3.000e-04  img/s: 5.42e+02  pen: 7.2e-01  loss: 7.1241 (7.1092)  acc1: 0.0000 (0.0916)  acc5: 0.3906 (0.4884)  time: 0.4729  data: 0.0004  max mem: 42896
Epoch: [0]  [ 960/1251]  eta: 0:02:21  lr: 3.000e-04  img/s: 5.21e+02  pen: 7.3e-01  loss: 7.1033 (7.1090)  acc1: 0.0000 (0.0915)  acc5: 0.3906 (0.4894)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [0]  [ 970/1251]  eta: 0:02:16  lr: 3.000e-04  img/s: 5.42e+02  pen: 7.3e-01  loss: 7.1022 (7.1090)  acc1: 0.0000 (0.0917)  acc5: 0.3906 (0.4892)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [0]  [ 980/1251]  eta: 0:02:11  lr: 3.000e-04  img/s: 5.41e+02  pen: 7.3e-01  loss: 7.1163 (7.1090)  acc1: 0.0000 (0.0916)  acc5: 0.3906 (0.4906)  time: 0.4730  data: 0.0004  max mem: 42896
Epoch: [0]  [ 990/1251]  eta: 0:02:06  lr: 3.000e-04  img/s: 5.43e+02  pen: 7.2e-01  loss: 7.1163 (7.1090)  acc1: 0.0000 (0.0911)  acc5: 0.3906 (0.4911)  time: 0.4729  data: 0.0004  max mem: 42896
Epoch: [0]  [1000/1251]  eta: 0:02:01  lr: 3.000e-04  img/s: 5.41e+02  pen: 7.3e-01  loss: 7.1113 (7.1089)  acc1: 0.0000 (0.0917)  acc5: 0.3906 (0.4913)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [0]  [1010/1251]  eta: 0:01:56  lr: 3.000e-04  img/s: 5.41e+02  pen: 7.3e-01  loss: 7.1127 (7.1090)  acc1: 0.0000 (0.0920)  acc5: 0.3906 (0.4903)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [0]  [1020/1251]  eta: 0:01:51  lr: 3.000e-04  img/s: 5.42e+02  pen: 7.2e-01  loss: 7.1155 (7.1090)  acc1: 0.0000 (0.0930)  acc5: 0.3906 (0.4901)  time: 0.4730  data: 0.0003  max mem: 42896
Epoch: [0]  [1030/1251]  eta: 0:01:47  lr: 3.000e-04  img/s: 5.40e+02  pen: 7.2e-01  loss: 7.0948 (7.1089)  acc1: 0.0000 (0.0940)  acc5: 0.3906 (0.4922)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [0]  [1040/1251]  eta: 0:01:42  lr: 3.000e-04  img/s: 5.44e+02  pen: 7.2e-01  loss: 7.1043 (7.1089)  acc1: 0.0000 (0.0934)  acc5: 0.3906 (0.4927)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [0]  [1050/1251]  eta: 0:01:37  lr: 3.000e-04  img/s: 5.42e+02  pen: 7.1e-01  loss: 7.1071 (7.1089)  acc1: 0.0000 (0.0925)  acc5: 0.3906 (0.4928)  time: 0.4729  data: 0.0003  max mem: 42896
Epoch: [0]  [1060/1251]  eta: 0:01:32  lr: 3.000e-04  img/s: 5.38e+02  pen: 7.1e-01  loss: 7.1063 (7.1089)  acc1: 0.0000 (0.0931)  acc5: 0.3906 (0.4926)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [0]  [1070/1251]  eta: 0:01:27  lr: 3.000e-04  img/s: 5.42e+02  pen: 7.1e-01  loss: 7.1066 (7.1090)  acc1: 0.0000 (0.0934)  acc5: 0.3906 (0.4920)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [0]  [1080/1251]  eta: 0:01:22  lr: 3.000e-04  img/s: 5.41e+02  pen: 7.2e-01  loss: 7.1152 (7.1090)  acc1: 0.0000 (0.0932)  acc5: 0.3906 (0.4918)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [0]  [1090/1251]  eta: 0:01:17  lr: 3.000e-04  img/s: 5.41e+02  pen: 7.1e-01  loss: 7.1152 (7.1090)  acc1: 0.0000 (0.0942)  acc5: 0.3906 (0.4930)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [0]  [1100/1251]  eta: 0:01:13  lr: 3.000e-04  img/s: 5.41e+02  pen: 7.1e-01  loss: 7.1138 (7.1092)  acc1: 0.0000 (0.0947)  acc5: 0.3906 (0.4917)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [0]  [1110/1251]  eta: 0:01:08  lr: 3.000e-04  img/s: 5.40e+02  pen: 7.2e-01  loss: 7.1051 (7.1090)  acc1: 0.0000 (0.0946)  acc5: 0.3906 (0.4926)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [0]  [1120/1251]  eta: 0:01:03  lr: 3.000e-04  img/s: 5.21e+02  pen: 7.1e-01  loss: 7.0888 (7.1089)  acc1: 0.0000 (0.0941)  acc5: 0.3906 (0.4913)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [0]  [1130/1251]  eta: 0:00:58  lr: 3.000e-04  img/s: 5.40e+02  pen: 7.1e-01  loss: 7.1045 (7.1089)  acc1: 0.0000 (0.0939)  acc5: 0.3906 (0.4908)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [0]  [1140/1251]  eta: 0:00:53  lr: 3.000e-04  img/s: 5.42e+02  pen: 7.1e-01  loss: 7.1136 (7.1090)  acc1: 0.0000 (0.0941)  acc5: 0.3906 (0.4909)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [0]  [1150/1251]  eta: 0:00:48  lr: 3.000e-04  img/s: 5.42e+02  pen: 7.1e-01  loss: 7.1173 (7.1090)  acc1: 0.0000 (0.0937)  acc5: 0.3906 (0.4931)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [0]  [1160/1251]  eta: 0:00:43  lr: 3.000e-04  img/s: 5.42e+02  pen: 7.0e-01  loss: 7.1034 (7.1090)  acc1: 0.0000 (0.0939)  acc5: 0.3906 (0.4916)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [0]  [1170/1251]  eta: 0:00:39  lr: 3.000e-04  img/s: 5.42e+02  pen: 7.1e-01  loss: 7.0964 (7.1088)  acc1: 0.0000 (0.0937)  acc5: 0.3906 (0.4924)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [0]  [1180/1251]  eta: 0:00:34  lr: 3.000e-04  img/s: 5.43e+02  pen: 7.0e-01  loss: 7.1030 (7.1089)  acc1: 0.0000 (0.0953)  acc5: 0.7812 (0.4935)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [0]  [1190/1251]  eta: 0:00:29  lr: 3.000e-04  img/s: 5.42e+02  pen: 7.0e-01  loss: 7.1049 (7.1088)  acc1: 0.0000 (0.0951)  acc5: 0.3906 (0.4923)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [0]  [1200/1251]  eta: 0:00:24  lr: 3.000e-04  img/s: 5.41e+02  pen: 7.1e-01  loss: 7.0906 (7.1088)  acc1: 0.0000 (0.0950)  acc5: 0.3906 (0.4918)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [0]  [1210/1251]  eta: 0:00:19  lr: 3.000e-04  img/s: 5.43e+02  pen: 7.0e-01  loss: 7.0906 (7.1088)  acc1: 0.0000 (0.0958)  acc5: 0.3906 (0.4916)  time: 0.4730  data: 0.0003  max mem: 42896
Epoch: [0]  [1220/1251]  eta: 0:00:14  lr: 3.000e-04  img/s: 5.42e+02  pen: 7.0e-01  loss: 7.1048 (7.1089)  acc1: 0.0000 (0.0957)  acc5: 0.3906 (0.4911)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [0]  [1230/1251]  eta: 0:00:10  lr: 3.000e-04  img/s: 5.42e+02  pen: 7.0e-01  loss: 7.1165 (7.1089)  acc1: 0.0000 (0.0958)  acc5: 0.3906 (0.4906)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [0]  [1240/1251]  eta: 0:00:05  lr: 3.000e-04  img/s: 5.43e+02  pen: 7.0e-01  loss: 7.1276 (7.1091)  acc1: 0.0000 (0.0951)  acc5: 0.3906 (0.4898)  time: 0.4732  data: 0.0005  max mem: 42896
Epoch: [0]  [1250/1251]  eta: 0:00:00  lr: 3.000e-04  img/s: 5.43e+02  pen: 7.0e-01  loss: 7.1269 (7.1090)  acc1: 0.0000 (0.0952)  acc5: 0.3906 (0.4915)  time: 0.4733  data: 0.0004  max mem: 42896
Epoch: [0] Total time: 0:10:04
Test:   [ 0/49]  eta: 0:05:40  loss: nan (nan)  acc1: 0.7812 (0.7812)  acc5: 2.3438 (2.3438)  time: 6.9547  data: 2.6390  max mem: 42896
Test:  Total time: 0:00:19
Test:  Acc@1 0.110 Acc@5 0.504 Loss: nan
Test: EMA  [ 0/49]  eta: 0:02:51  loss: nan (nan)  acc1: 0.7812 (0.7812)  acc5: 2.3438 (2.3438)  time: 3.5044  data: 3.2563  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 0.112 Acc@5 0.490 Loss: nan
Epoch: [1]  [   0/1251]  eta: 1:10:06  lr: 6.240e-03  img/s: 5.06e+02  pen: 9.3e-01  loss: 7.1085 (7.1085)  acc1: 0.0000 (0.0000)  acc5: 0.3906 (0.3906)  time: 3.3626  data: 2.8570  max mem: 42896
Epoch: [1]  [  10/1251]  eta: 0:15:37  lr: 6.240e-03  img/s: 5.41e+02  pen: 8.8e-01  loss: 7.0351 (7.0463)  acc1: 0.0000 (0.2131)  acc5: 0.7812 (0.6747)  time: 0.7556  data: 0.2797  max mem: 42896
Epoch: [1]  [  20/1251]  eta: 0:12:44  lr: 6.240e-03  img/s: 5.41e+02  pen: 8.4e-01  loss: 7.0284 (7.0389)  acc1: 0.0000 (0.1674)  acc5: 0.7812 (0.6510)  time: 0.4843  data: 0.0111  max mem: 42896
Epoch: [1]  [  30/1251]  eta: 0:11:40  lr: 6.240e-03  img/s: 5.41e+02  pen: 7.9e-01  loss: 7.0230 (7.0314)  acc1: 0.0000 (0.1638)  acc5: 0.3906 (0.6426)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [1]  [  40/1251]  eta: 0:11:06  lr: 6.240e-03  img/s: 5.41e+02  pen: 7.5e-01  loss: 7.0239 (7.0321)  acc1: 0.0000 (0.1620)  acc5: 0.3906 (0.6193)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [1]  [  50/1251]  eta: 0:10:42  lr: 6.240e-03  img/s: 5.41e+02  pen: 7.1e-01  loss: 7.0293 (7.0342)  acc1: 0.0000 (0.1379)  acc5: 0.7812 (0.6740)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [1]  [  60/1251]  eta: 0:10:25  lr: 6.240e-03  img/s: 5.40e+02  pen: 6.9e-01  loss: 7.0278 (7.0329)  acc1: 0.0000 (0.1345)  acc5: 0.7812 (0.7108)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [1]  [  70/1251]  eta: 0:10:12  lr: 6.240e-03  img/s: 5.40e+02  pen: 7.0e-01  loss: 7.0278 (7.0333)  acc1: 0.0000 (0.1320)  acc5: 0.7812 (0.6822)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [1]  [  80/1251]  eta: 0:10:00  lr: 6.240e-03  img/s: 5.40e+02  pen: 6.4e-01  loss: 7.0297 (7.0318)  acc1: 0.0000 (0.1206)  acc5: 0.3906 (0.6510)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [1]  [  90/1251]  eta: 0:09:50  lr: 6.240e-03  img/s: 5.42e+02  pen: 6.1e-01  loss: 7.0286 (7.0323)  acc1: 0.0000 (0.1159)  acc5: 0.3906 (0.6310)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [1]  [ 100/1251]  eta: 0:09:41  lr: 6.240e-03  img/s: 5.42e+02  pen: 5.9e-01  loss: 7.0286 (7.0317)  acc1: 0.0000 (0.1044)  acc5: 0.3906 (0.5840)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [1]  [ 110/1251]  eta: 0:09:33  lr: 6.240e-03  img/s: 5.40e+02  pen: 5.7e-01  loss: 7.0137 (7.0301)  acc1: 0.0000 (0.1091)  acc5: 0.0000 (0.5842)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [1]  [ 120/1251]  eta: 0:09:25  lr: 6.240e-03  img/s: 5.42e+02  pen: 5.3e-01  loss: 7.0081 (7.0285)  acc1: 0.0000 (0.1033)  acc5: 0.3906 (0.5811)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [1]  [ 130/1251]  eta: 0:09:18  lr: 6.240e-03  img/s: 5.41e+02  pen: 5.2e-01  loss: 7.0091 (7.0280)  acc1: 0.0000 (0.1073)  acc5: 0.3906 (0.5844)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [1]  [ 140/1251]  eta: 0:09:11  lr: 6.240e-03  img/s: 5.42e+02  pen: 5.1e-01  loss: 7.0199 (7.0282)  acc1: 0.0000 (0.1080)  acc5: 0.7812 (0.5984)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [1]  [ 150/1251]  eta: 0:09:05  lr: 6.240e-03  img/s: 5.41e+02  pen: 4.7e-01  loss: 7.0226 (7.0274)  acc1: 0.0000 (0.1190)  acc5: 0.3906 (0.6002)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [1]  [ 160/1251]  eta: 0:08:58  lr: 6.240e-03  img/s: 5.21e+02  pen: 4.6e-01  loss: 7.0180 (7.0267)  acc1: 0.0000 (0.1165)  acc5: 0.3906 (0.5944)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [1]  [ 170/1251]  eta: 0:08:52  lr: 6.240e-03  img/s: 5.41e+02  pen: 4.8e-01  loss: 7.0194 (7.0264)  acc1: 0.0000 (0.1165)  acc5: 0.3906 (0.5871)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [1]  [ 180/1251]  eta: 0:08:46  lr: 6.240e-03  img/s: 5.40e+02  pen: 4.2e-01  loss: 7.0123 (7.0254)  acc1: 0.0000 (0.1230)  acc5: 0.3906 (0.6064)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [1]  [ 190/1251]  eta: 0:08:40  lr: 6.240e-03  img/s: 5.38e+02  pen: 4.1e-01  loss: 7.0063 (7.0246)  acc1: 0.0000 (0.1288)  acc5: 0.7812 (0.6135)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [1]  [ 200/1251]  eta: 0:08:35  lr: 6.240e-03  img/s: 5.42e+02  pen: 3.9e-01  loss: 7.0032 (7.0243)  acc1: 0.0000 (0.1263)  acc5: 0.3906 (0.5986)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [1]  [ 210/1251]  eta: 0:08:29  lr: 6.240e-03  img/s: 5.41e+02  pen: 3.8e-01  loss: 7.0030 (7.0233)  acc1: 0.0000 (0.1203)  acc5: 0.3906 (0.6017)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [1]  [ 220/1251]  eta: 0:08:23  lr: 6.240e-03  img/s: 5.40e+02  pen: 3.5e-01  loss: 7.0083 (7.0229)  acc1: 0.0000 (0.1237)  acc5: 0.3906 (0.6133)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [1]  [ 230/1251]  eta: 0:08:18  lr: 6.240e-03  img/s: 5.41e+02  pen: 3.6e-01  loss: 7.0102 (7.0226)  acc1: 0.0000 (0.1251)  acc5: 0.7812 (0.6105)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [1]  [ 240/1251]  eta: 0:08:12  lr: 6.240e-03  img/s: 5.41e+02  pen: 3.4e-01  loss: 6.9973 (7.0211)  acc1: 0.0000 (0.1232)  acc5: 0.7812 (0.6127)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [1]  [ 250/1251]  eta: 0:08:07  lr: 6.240e-03  img/s: 5.41e+02  pen: 3.1e-01  loss: 6.9848 (7.0201)  acc1: 0.0000 (0.1276)  acc5: 0.7812 (0.6210)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [1]  [ 260/1251]  eta: 0:08:02  lr: 6.240e-03  img/s: 5.41e+02  pen: 3.2e-01  loss: 6.9891 (7.0188)  acc1: 0.0000 (0.1287)  acc5: 0.7812 (0.6286)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [1]  [ 270/1251]  eta: 0:07:56  lr: 6.240e-03  img/s: 5.40e+02  pen: 3.0e-01  loss: 6.9817 (7.0175)  acc1: 0.0000 (0.1413)  acc5: 0.7812 (0.6443)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [1]  [ 280/1251]  eta: 0:07:51  lr: 6.240e-03  img/s: 5.41e+02  pen: 2.9e-01  loss: 6.9712 (7.0157)  acc1: 0.3906 (0.1432)  acc5: 1.1719 (0.6617)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [1]  [ 290/1251]  eta: 0:07:46  lr: 6.240e-03  img/s: 5.42e+02  pen: 2.8e-01  loss: 6.9614 (7.0139)  acc1: 0.0000 (0.1450)  acc5: 1.1719 (0.6792)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [1]  [ 300/1251]  eta: 0:07:41  lr: 6.240e-03  img/s: 5.38e+02  pen: 2.7e-01  loss: 6.9574 (7.0122)  acc1: 0.0000 (0.1466)  acc5: 1.1719 (0.6995)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [1]  [ 310/1251]  eta: 0:07:36  lr: 6.240e-03  img/s: 5.40e+02  pen: 2.7e-01  loss: 6.9574 (7.0106)  acc1: 0.0000 (0.1482)  acc5: 0.7812 (0.7097)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [1]  [ 320/1251]  eta: 0:07:31  lr: 6.240e-03  img/s: 5.10e+02  pen: 2.6e-01  loss: 6.9625 (7.0088)  acc1: 0.3906 (0.1545)  acc5: 1.1719 (0.7289)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [1]  [ 330/1251]  eta: 0:07:25  lr: 6.240e-03  img/s: 5.40e+02  pen: 2.5e-01  loss: 6.9505 (7.0069)  acc1: 0.3906 (0.1593)  acc5: 1.1719 (0.7458)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [1]  [ 340/1251]  eta: 0:07:20  lr: 6.240e-03  img/s: 5.38e+02  pen: 2.6e-01  loss: 6.9583 (7.0057)  acc1: 0.0000 (0.1604)  acc5: 1.1719 (0.7560)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [1]  [ 350/1251]  eta: 0:07:15  lr: 6.240e-03  img/s: 5.42e+02  pen: 2.5e-01  loss: 6.9498 (7.0039)  acc1: 0.3906 (0.1736)  acc5: 1.1719 (0.7790)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [1]  [ 360/1251]  eta: 0:07:10  lr: 6.240e-03  img/s: 5.41e+02  pen: 2.4e-01  loss: 6.9369 (7.0023)  acc1: 0.3906 (0.1796)  acc5: 1.1719 (0.7942)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [1]  [ 370/1251]  eta: 0:07:05  lr: 6.240e-03  img/s: 5.39e+02  pen: 2.3e-01  loss: 6.9240 (7.0001)  acc1: 0.3906 (0.1853)  acc5: 1.1719 (0.8086)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [1]  [ 380/1251]  eta: 0:07:00  lr: 6.240e-03  img/s: 5.41e+02  pen: 2.3e-01  loss: 6.9240 (6.9984)  acc1: 0.0000 (0.1825)  acc5: 1.1719 (0.8212)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [1]  [ 390/1251]  eta: 0:06:55  lr: 6.240e-03  img/s: 5.40e+02  pen: 2.2e-01  loss: 6.9176 (6.9960)  acc1: 0.0000 (0.1858)  acc5: 1.1719 (0.8362)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [1]  [ 400/1251]  eta: 0:06:50  lr: 6.240e-03  img/s: 5.40e+02  pen: 2.1e-01  loss: 6.9178 (6.9945)  acc1: 0.0000 (0.1851)  acc5: 1.1719 (0.8475)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [1]  [ 410/1251]  eta: 0:06:45  lr: 6.240e-03  img/s: 5.40e+02  pen: 2.2e-01  loss: 6.9237 (6.9929)  acc1: 0.0000 (0.1872)  acc5: 1.1719 (0.8582)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [1]  [ 420/1251]  eta: 0:06:40  lr: 6.240e-03  img/s: 5.40e+02  pen: 2.2e-01  loss: 6.9237 (6.9915)  acc1: 0.3906 (0.1939)  acc5: 1.1719 (0.8722)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [1]  [ 430/1251]  eta: 0:06:35  lr: 6.240e-03  img/s: 5.38e+02  pen: 2.0e-01  loss: 6.9445 (6.9900)  acc1: 0.3906 (0.1976)  acc5: 0.7812 (0.8746)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [1]  [ 440/1251]  eta: 0:06:30  lr: 6.240e-03  img/s: 5.40e+02  pen: 2.0e-01  loss: 6.9182 (6.9879)  acc1: 0.3906 (0.2055)  acc5: 1.1719 (0.9035)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [1]  [ 450/1251]  eta: 0:06:25  lr: 6.240e-03  img/s: 5.42e+02  pen: 1.9e-01  loss: 6.9182 (6.9865)  acc1: 0.3906 (0.2113)  acc5: 1.5625 (0.9129)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [1]  [ 460/1251]  eta: 0:06:20  lr: 6.240e-03  img/s: 5.40e+02  pen: 1.9e-01  loss: 6.9008 (6.9842)  acc1: 0.3906 (0.2169)  acc5: 1.1719 (0.9278)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [1]  [ 470/1251]  eta: 0:06:16  lr: 6.240e-03  img/s: 5.40e+02  pen: 1.9e-01  loss: 6.8912 (6.9827)  acc1: 0.3906 (0.2189)  acc5: 1.1719 (0.9355)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [1]  [ 480/1251]  eta: 0:06:11  lr: 6.240e-03  img/s: 5.19e+02  pen: 1.9e-01  loss: 6.8974 (6.9809)  acc1: 0.3906 (0.2225)  acc5: 1.5625 (0.9534)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [1]  [ 490/1251]  eta: 0:06:06  lr: 6.240e-03  img/s: 5.37e+02  pen: 1.8e-01  loss: 6.9140 (6.9794)  acc1: 0.3906 (0.2228)  acc5: 1.5625 (0.9634)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [1]  [ 500/1251]  eta: 0:06:01  lr: 6.240e-03  img/s: 5.40e+02  pen: 1.8e-01  loss: 6.9173 (6.9780)  acc1: 0.3906 (0.2253)  acc5: 1.1719 (0.9746)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [1]  [ 510/1251]  eta: 0:05:56  lr: 6.240e-03  img/s: 5.41e+02  pen: 1.8e-01  loss: 6.9173 (6.9769)  acc1: 0.3906 (0.2293)  acc5: 1.1719 (0.9846)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [1]  [ 520/1251]  eta: 0:05:51  lr: 6.240e-03  img/s: 5.41e+02  pen: 1.8e-01  loss: 6.9081 (6.9750)  acc1: 0.3906 (0.2369)  acc5: 1.5625 (1.0024)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [1]  [ 530/1251]  eta: 0:05:46  lr: 6.240e-03  img/s: 5.40e+02  pen: 1.8e-01  loss: 6.8836 (6.9733)  acc1: 0.3906 (0.2383)  acc5: 1.5625 (1.0152)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [1]  [ 540/1251]  eta: 0:05:41  lr: 6.240e-03  img/s: 5.41e+02  pen: 1.7e-01  loss: 6.8878 (6.9719)  acc1: 0.3906 (0.2397)  acc5: 1.5625 (1.0260)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [1]  [ 550/1251]  eta: 0:05:36  lr: 6.240e-03  img/s: 5.42e+02  pen: 1.6e-01  loss: 6.8945 (6.9703)  acc1: 0.3906 (0.2382)  acc5: 1.5625 (1.0287)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [1]  [ 560/1251]  eta: 0:05:31  lr: 6.240e-03  img/s: 5.40e+02  pen: 1.6e-01  loss: 6.9047 (6.9690)  acc1: 0.0000 (0.2374)  acc5: 1.5625 (1.0375)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [1]  [ 570/1251]  eta: 0:05:27  lr: 6.240e-03  img/s: 5.40e+02  pen: 1.6e-01  loss: 6.9104 (6.9679)  acc1: 0.3906 (0.2422)  acc5: 1.5625 (1.0515)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [1]  [ 580/1251]  eta: 0:05:22  lr: 6.240e-03  img/s: 5.41e+02  pen: 1.6e-01  loss: 6.8834 (6.9663)  acc1: 0.3906 (0.2420)  acc5: 1.5625 (1.0643)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [1]  [ 590/1251]  eta: 0:05:17  lr: 6.240e-03  img/s: 5.40e+02  pen: 1.7e-01  loss: 6.8477 (6.9641)  acc1: 0.0000 (0.2452)  acc5: 1.9531 (1.0793)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [1]  [ 600/1251]  eta: 0:05:12  lr: 6.240e-03  img/s: 5.41e+02  pen: 1.6e-01  loss: 6.8554 (6.9624)  acc1: 0.3906 (0.2476)  acc5: 1.9531 (1.0900)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [1]  [ 610/1251]  eta: 0:05:07  lr: 6.240e-03  img/s: 5.41e+02  pen: 1.6e-01  loss: 6.8834 (6.9607)  acc1: 0.3906 (0.2500)  acc5: 1.5625 (1.1003)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [1]  [ 620/1251]  eta: 0:05:02  lr: 6.240e-03  img/s: 5.42e+02  pen: 1.5e-01  loss: 6.8719 (6.9592)  acc1: 0.3906 (0.2541)  acc5: 1.9531 (1.1121)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [1]  [ 630/1251]  eta: 0:04:57  lr: 6.240e-03  img/s: 5.41e+02  pen: 1.6e-01  loss: 6.8828 (6.9579)  acc1: 0.3906 (0.2575)  acc5: 1.5625 (1.1186)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [1]  [ 640/1251]  eta: 0:04:53  lr: 6.240e-03  img/s: 5.19e+02  pen: 1.5e-01  loss: 6.8896 (6.9568)  acc1: 0.3906 (0.2627)  acc5: 1.9531 (1.1377)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [1]  [ 650/1251]  eta: 0:04:48  lr: 6.240e-03  img/s: 5.41e+02  pen: 1.4e-01  loss: 6.8886 (6.9556)  acc1: 0.7812 (0.2670)  acc5: 1.9531 (1.1551)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [1]  [ 660/1251]  eta: 0:04:43  lr: 6.240e-03  img/s: 5.42e+02  pen: 1.5e-01  loss: 6.8779 (6.9542)  acc1: 0.3906 (0.2677)  acc5: 1.9531 (1.1660)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [1]  [ 670/1251]  eta: 0:04:38  lr: 6.240e-03  img/s: 5.41e+02  pen: 1.5e-01  loss: 6.8421 (6.9528)  acc1: 0.3906 (0.2690)  acc5: 1.5625 (1.1725)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [1]  [ 680/1251]  eta: 0:04:33  lr: 6.240e-03  img/s: 5.42e+02  pen: 1.4e-01  loss: 6.8141 (6.9507)  acc1: 0.3906 (0.2702)  acc5: 1.5625 (1.1811)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [1]  [ 690/1251]  eta: 0:04:28  lr: 6.240e-03  img/s: 5.42e+02  pen: 1.4e-01  loss: 6.7911 (6.9487)  acc1: 0.3906 (0.2753)  acc5: 1.9531 (1.1984)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [1]  [ 700/1251]  eta: 0:04:24  lr: 6.240e-03  img/s: 5.41e+02  pen: 1.4e-01  loss: 6.7911 (6.9469)  acc1: 0.7812 (0.2797)  acc5: 2.3438 (1.2192)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [1]  [ 710/1251]  eta: 0:04:19  lr: 6.240e-03  img/s: 5.41e+02  pen: 1.4e-01  loss: 6.7773 (6.9450)  acc1: 0.3906 (0.2824)  acc5: 2.3438 (1.2318)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [1]  [ 720/1251]  eta: 0:04:14  lr: 6.240e-03  img/s: 5.42e+02  pen: 1.4e-01  loss: 6.8181 (6.9436)  acc1: 0.3906 (0.2861)  acc5: 2.3438 (1.2466)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [1]  [ 730/1251]  eta: 0:04:09  lr: 6.240e-03  img/s: 5.42e+02  pen: 1.4e-01  loss: 6.7988 (6.9419)  acc1: 0.3906 (0.2886)  acc5: 1.9531 (1.2574)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [1]  [ 740/1251]  eta: 0:04:04  lr: 6.240e-03  img/s: 5.40e+02  pen: 1.4e-01  loss: 6.8104 (6.9403)  acc1: 0.7812 (0.2931)  acc5: 1.9531 (1.2683)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [1]  [ 750/1251]  eta: 0:03:59  lr: 6.240e-03  img/s: 5.41e+02  pen: 1.4e-01  loss: 6.8193 (6.9386)  acc1: 0.3906 (0.2970)  acc5: 1.9531 (1.2837)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [1]  [ 760/1251]  eta: 0:03:55  lr: 6.240e-03  img/s: 5.39e+02  pen: 1.4e-01  loss: 6.7993 (6.9367)  acc1: 0.3906 (0.3018)  acc5: 2.3438 (1.3007)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [1]  [ 770/1251]  eta: 0:03:50  lr: 6.240e-03  img/s: 5.41e+02  pen: 1.4e-01  loss: 6.7993 (6.9351)  acc1: 0.3906 (0.3050)  acc5: 1.5625 (1.3056)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [1]  [ 780/1251]  eta: 0:03:45  lr: 6.240e-03  img/s: 5.39e+02  pen: 1.4e-01  loss: 6.8404 (6.9340)  acc1: 0.3906 (0.3086)  acc5: 1.9531 (1.3189)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [1]  [ 790/1251]  eta: 0:03:40  lr: 6.240e-03  img/s: 5.36e+02  pen: 1.3e-01  loss: 6.8356 (6.9324)  acc1: 0.3906 (0.3111)  acc5: 2.3438 (1.3304)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [1]  [ 800/1251]  eta: 0:03:35  lr: 6.240e-03  img/s: 5.14e+02  pen: 1.3e-01  loss: 6.7862 (6.9305)  acc1: 0.3906 (0.3141)  acc5: 2.3438 (1.3440)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [1]  [ 810/1251]  eta: 0:03:31  lr: 6.240e-03  img/s: 5.40e+02  pen: 1.3e-01  loss: 6.7812 (6.9287)  acc1: 0.3906 (0.3140)  acc5: 2.3438 (1.3549)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [1]  [ 820/1251]  eta: 0:03:26  lr: 6.240e-03  img/s: 5.40e+02  pen: 1.3e-01  loss: 6.7869 (6.9272)  acc1: 0.3906 (0.3178)  acc5: 1.9531 (1.3698)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [1]  [ 830/1251]  eta: 0:03:21  lr: 6.240e-03  img/s: 5.42e+02  pen: 1.2e-01  loss: 6.8290 (6.9261)  acc1: 0.3906 (0.3187)  acc5: 1.9531 (1.3764)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [1]  [ 840/1251]  eta: 0:03:16  lr: 6.240e-03  img/s: 5.40e+02  pen: 1.3e-01  loss: 6.8280 (6.9250)  acc1: 0.3906 (0.3228)  acc5: 1.5625 (1.3869)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [1]  [ 850/1251]  eta: 0:03:11  lr: 6.240e-03  img/s: 5.41e+02  pen: 1.3e-01  loss: 6.8072 (6.9236)  acc1: 0.3906 (0.3250)  acc5: 1.9531 (1.3922)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [1]  [ 860/1251]  eta: 0:03:07  lr: 6.240e-03  img/s: 5.39e+02  pen: 1.3e-01  loss: 6.7920 (6.9220)  acc1: 0.3906 (0.3303)  acc5: 1.9531 (1.4069)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [1]  [ 870/1251]  eta: 0:03:02  lr: 6.240e-03  img/s: 5.39e+02  pen: 1.2e-01  loss: 6.7582 (6.9200)  acc1: 0.3906 (0.3323)  acc5: 2.3438 (1.4190)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [1]  [ 880/1251]  eta: 0:02:57  lr: 6.240e-03  img/s: 5.40e+02  pen: 1.2e-01  loss: 6.7535 (6.9183)  acc1: 0.3906 (0.3330)  acc5: 2.3438 (1.4335)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [1]  [ 890/1251]  eta: 0:02:52  lr: 6.240e-03  img/s: 5.40e+02  pen: 1.3e-01  loss: 6.7550 (6.9168)  acc1: 0.3906 (0.3358)  acc5: 2.7344 (1.4485)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [1]  [ 900/1251]  eta: 0:02:47  lr: 6.240e-03  img/s: 5.39e+02  pen: 1.2e-01  loss: 6.8149 (6.9157)  acc1: 0.3906 (0.3373)  acc5: 1.9531 (1.4545)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [1]  [ 910/1251]  eta: 0:02:43  lr: 6.240e-03  img/s: 5.38e+02  pen: 1.2e-01  loss: 6.8149 (6.9143)  acc1: 0.3906 (0.3392)  acc5: 1.9531 (1.4656)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [1]  [ 920/1251]  eta: 0:02:38  lr: 6.240e-03  img/s: 5.40e+02  pen: 1.2e-01  loss: 6.7842 (6.9130)  acc1: 0.3906 (0.3435)  acc5: 2.3438 (1.4760)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [1]  [ 930/1251]  eta: 0:02:33  lr: 6.240e-03  img/s: 5.39e+02  pen: 1.2e-01  loss: 6.8005 (6.9118)  acc1: 0.3906 (0.3441)  acc5: 1.9531 (1.4815)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [1]  [ 940/1251]  eta: 0:02:28  lr: 6.240e-03  img/s: 5.40e+02  pen: 1.2e-01  loss: 6.7726 (6.9099)  acc1: 0.3906 (0.3479)  acc5: 2.3438 (1.4969)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [1]  [ 950/1251]  eta: 0:02:23  lr: 6.240e-03  img/s: 5.41e+02  pen: 1.2e-01  loss: 6.7302 (6.9084)  acc1: 0.3906 (0.3500)  acc5: 2.7344 (1.5099)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [1]  [ 960/1251]  eta: 0:02:19  lr: 6.240e-03  img/s: 5.21e+02  pen: 1.2e-01  loss: 6.7418 (6.9068)  acc1: 0.3906 (0.3520)  acc5: 2.3438 (1.5170)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [1]  [ 970/1251]  eta: 0:02:14  lr: 6.240e-03  img/s: 5.40e+02  pen: 1.2e-01  loss: 6.7779 (6.9057)  acc1: 0.3906 (0.3540)  acc5: 2.3438 (1.5271)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [1]  [ 980/1251]  eta: 0:02:09  lr: 6.240e-03  img/s: 5.39e+02  pen: 1.2e-01  loss: 6.7922 (6.9044)  acc1: 0.7812 (0.3604)  acc5: 2.3438 (1.5378)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [1]  [ 990/1251]  eta: 0:02:04  lr: 6.240e-03  img/s: 5.42e+02  pen: 1.2e-01  loss: 6.7672 (6.9030)  acc1: 0.7812 (0.3650)  acc5: 2.7344 (1.5542)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [1]  [1000/1251]  eta: 0:01:59  lr: 6.240e-03  img/s: 5.40e+02  pen: 1.1e-01  loss: 6.7569 (6.9016)  acc1: 0.3906 (0.3676)  acc5: 2.7344 (1.5652)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [1]  [1010/1251]  eta: 0:01:55  lr: 6.240e-03  img/s: 5.41e+02  pen: 1.3e-01  loss: 6.7569 (6.9005)  acc1: 0.3906 (0.3694)  acc5: 2.3438 (1.5722)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [1]  [1020/1251]  eta: 0:01:50  lr: 6.240e-03  img/s: 5.39e+02  pen: 1.2e-01  loss: 6.7770 (6.8992)  acc1: 0.7812 (0.3753)  acc5: 2.7344 (1.5835)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [1]  [1030/1251]  eta: 0:01:45  lr: 6.240e-03  img/s: 5.39e+02  pen: 1.1e-01  loss: 6.7636 (6.8976)  acc1: 0.7812 (0.3789)  acc5: 2.7344 (1.5966)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [1]  [1040/1251]  eta: 0:01:40  lr: 6.240e-03  img/s: 5.39e+02  pen: 1.1e-01  loss: 6.7645 (6.8966)  acc1: 0.3906 (0.3816)  acc5: 2.7344 (1.6083)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [1]  [1050/1251]  eta: 0:01:36  lr: 6.240e-03  img/s: 5.39e+02  pen: 1.1e-01  loss: 6.7258 (6.8947)  acc1: 0.7812 (0.3888)  acc5: 3.1250 (1.6298)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [1]  [1060/1251]  eta: 0:01:31  lr: 6.240e-03  img/s: 5.40e+02  pen: 1.2e-01  loss: 6.7110 (6.8933)  acc1: 1.1719 (0.3936)  acc5: 3.1250 (1.6391)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [1]  [1070/1251]  eta: 0:01:26  lr: 6.240e-03  img/s: 5.41e+02  pen: 1.1e-01  loss: 6.7402 (6.8921)  acc1: 0.7812 (0.3976)  acc5: 3.1250 (1.6592)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [1]  [1080/1251]  eta: 0:01:21  lr: 6.240e-03  img/s: 5.40e+02  pen: 1.2e-01  loss: 6.7402 (6.8908)  acc1: 0.3906 (0.3975)  acc5: 3.1250 (1.6677)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [1]  [1090/1251]  eta: 0:01:16  lr: 6.240e-03  img/s: 5.41e+02  pen: 1.2e-01  loss: 6.7267 (6.8895)  acc1: 0.3906 (0.3996)  acc5: 2.3438 (1.6767)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [1]  [1100/1251]  eta: 0:01:12  lr: 6.240e-03  img/s: 5.41e+02  pen: 1.1e-01  loss: 6.7205 (6.8878)  acc1: 0.7812 (0.4041)  acc5: 2.7344 (1.6909)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [1]  [1110/1251]  eta: 0:01:07  lr: 6.240e-03  img/s: 5.37e+02  pen: 1.1e-01  loss: 6.6650 (6.8859)  acc1: 0.7812 (0.4072)  acc5: 3.1250 (1.7067)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [1]  [1120/1251]  eta: 0:01:02  lr: 6.240e-03  img/s: 5.19e+02  pen: 1.1e-01  loss: 6.7119 (6.8848)  acc1: 0.7812 (0.4098)  acc5: 3.1250 (1.7197)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [1]  [1130/1251]  eta: 0:00:57  lr: 6.240e-03  img/s: 5.38e+02  pen: 1.1e-01  loss: 6.7274 (6.8832)  acc1: 0.7812 (0.4155)  acc5: 2.7344 (1.7317)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [1]  [1140/1251]  eta: 0:00:53  lr: 6.240e-03  img/s: 5.40e+02  pen: 1.1e-01  loss: 6.7092 (6.8819)  acc1: 0.7812 (0.4163)  acc5: 2.7344 (1.7436)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [1]  [1150/1251]  eta: 0:00:48  lr: 6.240e-03  img/s: 5.40e+02  pen: 1.1e-01  loss: 6.7977 (6.8809)  acc1: 0.7812 (0.4181)  acc5: 2.7344 (1.7509)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [1]  [1160/1251]  eta: 0:00:43  lr: 6.240e-03  img/s: 5.36e+02  pen: 1.1e-01  loss: 6.7977 (6.8798)  acc1: 0.7812 (0.4226)  acc5: 2.7344 (1.7620)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [1]  [1170/1251]  eta: 0:00:38  lr: 6.240e-03  img/s: 5.41e+02  pen: 1.1e-01  loss: 6.7739 (6.8787)  acc1: 0.7812 (0.4273)  acc5: 3.1250 (1.7730)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [1]  [1180/1251]  eta: 0:00:33  lr: 6.240e-03  img/s: 5.40e+02  pen: 1.0e-01  loss: 6.6957 (6.8770)  acc1: 0.7812 (0.4313)  acc5: 3.1250 (1.7841)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [1]  [1190/1251]  eta: 0:00:29  lr: 6.240e-03  img/s: 5.40e+02  pen: 1.2e-01  loss: 6.6885 (6.8756)  acc1: 0.7812 (0.4339)  acc5: 2.7344 (1.7921)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [1]  [1200/1251]  eta: 0:00:24  lr: 6.240e-03  img/s: 5.40e+02  pen: 1.0e-01  loss: 6.7142 (6.8743)  acc1: 0.7812 (0.4362)  acc5: 2.7344 (1.8025)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [1]  [1210/1251]  eta: 0:00:19  lr: 6.240e-03  img/s: 5.38e+02  pen: 1.0e-01  loss: 6.7270 (6.8727)  acc1: 0.7812 (0.4387)  acc5: 3.1250 (1.8164)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [1]  [1220/1251]  eta: 0:00:14  lr: 6.240e-03  img/s: 5.42e+02  pen: 1.1e-01  loss: 6.7478 (6.8717)  acc1: 0.3906 (0.4405)  acc5: 3.1250 (1.8280)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [1]  [1230/1251]  eta: 0:00:10  lr: 6.240e-03  img/s: 5.41e+02  pen: 1.1e-01  loss: 6.7240 (6.8702)  acc1: 0.7812 (0.4474)  acc5: 3.1250 (1.8459)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [1]  [1240/1251]  eta: 0:00:05  lr: 6.240e-03  img/s: 5.42e+02  pen: 1.0e-01  loss: 6.6771 (6.8689)  acc1: 1.1719 (0.4520)  acc5: 3.1250 (1.8555)  time: 0.4745  data: 0.0005  max mem: 42896
Epoch: [1]  [1250/1251]  eta: 0:00:00  lr: 6.240e-03  img/s: 5.42e+02  pen: 1.0e-01  loss: 6.6771 (6.8674)  acc1: 0.7812 (0.4543)  acc5: 2.7344 (1.8626)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [1] Total time: 0:09:57
Test:   [ 0/49]  eta: 0:02:38  loss: nan (nan)  acc1: 0.3906 (0.3906)  acc5: 6.2500 (6.2500)  time: 3.2331  data: 2.9858  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 1.372 Acc@5 4.864 Loss: nan
Test: EMA  [ 0/49]  eta: 0:02:54  loss: nan (nan)  acc1: 0.3906 (0.3906)  acc5: 5.8594 (5.8594)  time: 3.5666  data: 3.3203  max mem: 42896
Test: EMA Total time: 0:00:17
Test: EMA Acc@1 1.278 Acc@5 4.868 Loss: nan
Epoch: [2]  [   0/1251]  eta: 1:31:10  lr: 1.218e-02  img/s: 5.11e+02  pen: 2.0e-01  loss: 6.6940 (6.6940)  acc1: 1.5625 (1.5625)  acc5: 3.5156 (3.5156)  time: 4.3729  data: 3.8719  max mem: 42896
Epoch: [2]  [  10/1251]  eta: 0:17:07  lr: 1.218e-02  img/s: 5.41e+02  pen: 1.7e-01  loss: 6.6954 (6.7150)  acc1: 0.3906 (0.7102)  acc5: 3.5156 (3.4446)  time: 0.8279  data: 0.3523  max mem: 42896
Epoch: [2]  [  20/1251]  eta: 0:13:31  lr: 1.218e-02  img/s: 5.41e+02  pen: 1.6e-01  loss: 6.7520 (6.7709)  acc1: 0.3906 (0.6510)  acc5: 2.7344 (3.1064)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [2]  [  30/1251]  eta: 0:12:11  lr: 1.218e-02  img/s: 5.42e+02  pen: 1.4e-01  loss: 6.8747 (6.8003)  acc1: 0.3906 (0.6048)  acc5: 2.3438 (2.8730)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [2]  [  40/1251]  eta: 0:11:29  lr: 1.218e-02  img/s: 5.41e+02  pen: 1.4e-01  loss: 6.8202 (6.7960)  acc1: 0.3906 (0.6574)  acc5: 2.7344 (2.9916)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [2]  [  50/1251]  eta: 0:11:01  lr: 1.218e-02  img/s: 5.41e+02  pen: 1.3e-01  loss: 6.7759 (6.8030)  acc1: 0.7812 (0.6357)  acc5: 2.7344 (2.8569)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [2]  [  60/1251]  eta: 0:10:40  lr: 1.218e-02  img/s: 5.41e+02  pen: 1.2e-01  loss: 6.7675 (6.7989)  acc1: 0.3906 (0.6148)  acc5: 2.7344 (2.8689)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [2]  [  70/1251]  eta: 0:10:24  lr: 1.218e-02  img/s: 5.42e+02  pen: 1.2e-01  loss: 6.7632 (6.7973)  acc1: 0.3906 (0.6382)  acc5: 2.7344 (2.8554)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [2]  [  80/1251]  eta: 0:10:11  lr: 1.218e-02  img/s: 5.40e+02  pen: 1.2e-01  loss: 6.8052 (6.8001)  acc1: 0.3906 (0.6269)  acc5: 2.7344 (2.8356)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [2]  [  90/1251]  eta: 0:10:00  lr: 1.218e-02  img/s: 5.41e+02  pen: 1.1e-01  loss: 6.8052 (6.8009)  acc1: 0.3906 (0.5881)  acc5: 2.3438 (2.7902)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [2]  [ 100/1251]  eta: 0:09:50  lr: 1.218e-02  img/s: 5.41e+02  pen: 1.2e-01  loss: 6.7827 (6.7980)  acc1: 0.3906 (0.6227)  acc5: 2.7344 (2.8388)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [2]  [ 110/1251]  eta: 0:09:41  lr: 1.218e-02  img/s: 5.40e+02  pen: 1.0e-01  loss: 6.7087 (6.7922)  acc1: 0.7812 (0.6686)  acc5: 3.1250 (2.8716)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [2]  [ 120/1251]  eta: 0:09:32  lr: 1.218e-02  img/s: 5.41e+02  pen: 1.1e-01  loss: 6.8237 (6.7974)  acc1: 0.7812 (0.6650)  acc5: 2.7344 (2.8409)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [2]  [ 130/1251]  eta: 0:09:25  lr: 1.218e-02  img/s: 5.39e+02  pen: 1.1e-01  loss: 6.8343 (6.7930)  acc1: 0.7812 (0.6858)  acc5: 3.1250 (2.8924)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [2]  [ 140/1251]  eta: 0:09:17  lr: 1.218e-02  img/s: 5.40e+02  pen: 1.1e-01  loss: 6.7464 (6.7897)  acc1: 0.7812 (0.7286)  acc5: 3.5156 (2.9671)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [2]  [ 150/1251]  eta: 0:09:10  lr: 1.218e-02  img/s: 5.41e+02  pen: 1.1e-01  loss: 6.7515 (6.7884)  acc1: 0.7812 (0.7269)  acc5: 3.1250 (2.9801)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [2]  [ 160/1251]  eta: 0:09:03  lr: 1.218e-02  img/s: 5.21e+02  pen: 9.4e-02  loss: 6.7653 (6.7882)  acc1: 0.7812 (0.7352)  acc5: 3.1250 (2.9867)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [2]  [ 170/1251]  eta: 0:08:57  lr: 1.218e-02  img/s: 5.40e+02  pen: 9.5e-02  loss: 6.7653 (6.7868)  acc1: 0.7812 (0.7264)  acc5: 3.1250 (2.9857)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [2]  [ 180/1251]  eta: 0:08:51  lr: 1.218e-02  img/s: 5.42e+02  pen: 1.0e-01  loss: 6.8149 (6.7889)  acc1: 0.7812 (0.7208)  acc5: 2.7344 (2.9480)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [2]  [ 190/1251]  eta: 0:08:44  lr: 1.218e-02  img/s: 5.39e+02  pen: 9.2e-02  loss: 6.8149 (6.7872)  acc1: 0.7812 (0.7322)  acc5: 2.7344 (2.9777)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [2]  [ 200/1251]  eta: 0:08:38  lr: 1.218e-02  img/s: 5.42e+02  pen: 9.8e-02  loss: 6.7200 (6.7825)  acc1: 0.3906 (0.7191)  acc5: 3.1250 (2.9851)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [2]  [ 210/1251]  eta: 0:08:33  lr: 1.218e-02  img/s: 5.41e+02  pen: 9.1e-02  loss: 6.6480 (6.7781)  acc1: 0.3906 (0.7165)  acc5: 3.5156 (3.0213)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [2]  [ 220/1251]  eta: 0:08:27  lr: 1.218e-02  img/s: 5.41e+02  pen: 9.1e-02  loss: 6.6777 (6.7769)  acc1: 0.7812 (0.7229)  acc5: 3.9062 (3.0472)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [2]  [ 230/1251]  eta: 0:08:21  lr: 1.218e-02  img/s: 5.40e+02  pen: 8.8e-02  loss: 6.7641 (6.7771)  acc1: 0.7812 (0.7238)  acc5: 2.7344 (3.0540)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [2]  [ 240/1251]  eta: 0:08:15  lr: 1.218e-02  img/s: 5.41e+02  pen: 8.8e-02  loss: 6.7401 (6.7745)  acc1: 0.7812 (0.7261)  acc5: 2.7344 (3.0375)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [2]  [ 250/1251]  eta: 0:08:10  lr: 1.218e-02  img/s: 5.42e+02  pen: 9.5e-02  loss: 6.7297 (6.7744)  acc1: 0.7812 (0.7299)  acc5: 2.7344 (3.0270)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [2]  [ 260/1251]  eta: 0:08:05  lr: 1.218e-02  img/s: 5.42e+02  pen: 9.1e-02  loss: 6.7441 (6.7732)  acc1: 0.7812 (0.7364)  acc5: 2.7344 (3.0367)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [2]  [ 270/1251]  eta: 0:07:59  lr: 1.218e-02  img/s: 5.38e+02  pen: 8.9e-02  loss: 6.7219 (6.7725)  acc1: 0.7812 (0.7337)  acc5: 2.7344 (3.0299)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [2]  [ 280/1251]  eta: 0:07:54  lr: 1.218e-02  img/s: 5.40e+02  pen: 8.2e-02  loss: 6.6842 (6.7698)  acc1: 0.7812 (0.7409)  acc5: 2.7344 (3.0360)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [2]  [ 290/1251]  eta: 0:07:48  lr: 1.218e-02  img/s: 5.42e+02  pen: 9.3e-02  loss: 6.6274 (6.7659)  acc1: 0.7812 (0.7477)  acc5: 3.5156 (3.0686)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [2]  [ 300/1251]  eta: 0:07:43  lr: 1.218e-02  img/s: 5.37e+02  pen: 8.9e-02  loss: 6.6759 (6.7662)  acc1: 0.7812 (0.7488)  acc5: 3.5156 (3.0770)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [2]  [ 310/1251]  eta: 0:07:38  lr: 1.218e-02  img/s: 5.41e+02  pen: 7.9e-02  loss: 6.6701 (6.7641)  acc1: 0.7812 (0.7561)  acc5: 3.5156 (3.0986)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [2]  [ 320/1251]  eta: 0:07:33  lr: 1.218e-02  img/s: 5.12e+02  pen: 8.2e-02  loss: 6.6144 (6.7611)  acc1: 0.7812 (0.7581)  acc5: 3.5156 (3.1116)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [2]  [ 330/1251]  eta: 0:07:27  lr: 1.218e-02  img/s: 5.42e+02  pen: 8.4e-02  loss: 6.6186 (6.7597)  acc1: 0.7812 (0.7600)  acc5: 3.1250 (3.1167)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [2]  [ 340/1251]  eta: 0:07:22  lr: 1.218e-02  img/s: 5.40e+02  pen: 8.5e-02  loss: 6.7015 (6.7576)  acc1: 0.7812 (0.7698)  acc5: 3.5156 (3.1330)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [2]  [ 350/1251]  eta: 0:07:17  lr: 1.218e-02  img/s: 5.40e+02  pen: 8.1e-02  loss: 6.6541 (6.7552)  acc1: 0.7812 (0.7735)  acc5: 3.5156 (3.1428)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [2]  [ 360/1251]  eta: 0:07:12  lr: 1.218e-02  img/s: 5.39e+02  pen: 8.2e-02  loss: 6.6285 (6.7540)  acc1: 0.7812 (0.7791)  acc5: 3.1250 (3.1531)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [2]  [ 370/1251]  eta: 0:07:07  lr: 1.218e-02  img/s: 5.40e+02  pen: 8.2e-02  loss: 6.6393 (6.7514)  acc1: 0.7812 (0.7855)  acc5: 3.5156 (3.1745)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [2]  [ 380/1251]  eta: 0:07:02  lr: 1.218e-02  img/s: 5.39e+02  pen: 8.3e-02  loss: 6.6436 (6.7504)  acc1: 0.7812 (0.7966)  acc5: 3.9062 (3.2029)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [2]  [ 390/1251]  eta: 0:06:57  lr: 1.218e-02  img/s: 5.40e+02  pen: 7.6e-02  loss: 6.7215 (6.7495)  acc1: 0.7812 (0.7952)  acc5: 3.9062 (3.2129)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [2]  [ 400/1251]  eta: 0:06:52  lr: 1.218e-02  img/s: 5.42e+02  pen: 7.7e-02  loss: 6.6770 (6.7474)  acc1: 0.7812 (0.8027)  acc5: 3.1250 (3.2195)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [2]  [ 410/1251]  eta: 0:06:47  lr: 1.218e-02  img/s: 5.40e+02  pen: 7.6e-02  loss: 6.6171 (6.7453)  acc1: 0.7812 (0.8060)  acc5: 3.9062 (3.2419)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [2]  [ 420/1251]  eta: 0:06:42  lr: 1.218e-02  img/s: 5.40e+02  pen: 8.0e-02  loss: 6.6183 (6.7438)  acc1: 0.3906 (0.8072)  acc5: 3.9062 (3.2512)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [2]  [ 430/1251]  eta: 0:06:37  lr: 1.218e-02  img/s: 5.40e+02  pen: 7.7e-02  loss: 6.6530 (6.7419)  acc1: 0.7812 (0.8093)  acc5: 3.9062 (3.2582)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [2]  [ 440/1251]  eta: 0:06:32  lr: 1.218e-02  img/s: 5.40e+02  pen: 9.1e-02  loss: 6.6989 (6.7424)  acc1: 0.7812 (0.8061)  acc5: 3.1250 (3.2464)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [2]  [ 450/1251]  eta: 0:06:27  lr: 1.218e-02  img/s: 5.40e+02  pen: 7.4e-02  loss: 6.7019 (6.7404)  acc1: 0.7812 (0.8142)  acc5: 3.1250 (3.2670)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [2]  [ 460/1251]  eta: 0:06:22  lr: 1.218e-02  img/s: 5.41e+02  pen: 7.4e-02  loss: 6.6818 (6.7392)  acc1: 1.1719 (0.8177)  acc5: 3.1250 (3.2674)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [2]  [ 470/1251]  eta: 0:06:17  lr: 1.218e-02  img/s: 5.40e+02  pen: 7.3e-02  loss: 6.7155 (6.7381)  acc1: 1.1719 (0.8235)  acc5: 2.7344 (3.2842)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [2]  [ 480/1251]  eta: 0:06:12  lr: 1.218e-02  img/s: 5.22e+02  pen: 7.8e-02  loss: 6.6638 (6.7366)  acc1: 1.1719 (0.8308)  acc5: 3.9062 (3.3020)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [2]  [ 490/1251]  eta: 0:06:07  lr: 1.218e-02  img/s: 5.40e+02  pen: 8.1e-02  loss: 6.7004 (6.7362)  acc1: 1.1719 (0.8369)  acc5: 3.5156 (3.3104)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [2]  [ 500/1251]  eta: 0:06:02  lr: 1.218e-02  img/s: 5.42e+02  pen: 7.2e-02  loss: 6.7321 (6.7353)  acc1: 1.1719 (0.8460)  acc5: 3.5156 (3.3168)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [2]  [ 510/1251]  eta: 0:05:57  lr: 1.218e-02  img/s: 5.42e+02  pen: 7.6e-02  loss: 6.7139 (6.7338)  acc1: 0.7812 (0.8470)  acc5: 3.5156 (3.3390)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [2]  [ 520/1251]  eta: 0:05:52  lr: 1.218e-02  img/s: 5.40e+02  pen: 7.0e-02  loss: 6.7152 (6.7328)  acc1: 0.7812 (0.8532)  acc5: 3.9062 (3.3544)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [2]  [ 530/1251]  eta: 0:05:47  lr: 1.218e-02  img/s: 5.42e+02  pen: 7.0e-02  loss: 6.7152 (6.7315)  acc1: 1.1719 (0.8570)  acc5: 4.2969 (3.3678)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [2]  [ 540/1251]  eta: 0:05:42  lr: 1.218e-02  img/s: 5.40e+02  pen: 7.2e-02  loss: 6.7186 (6.7309)  acc1: 0.7812 (0.8556)  acc5: 3.9062 (3.3727)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [2]  [ 550/1251]  eta: 0:05:37  lr: 1.218e-02  img/s: 5.40e+02  pen: 7.2e-02  loss: 6.7103 (6.7299)  acc1: 0.7812 (0.8656)  acc5: 3.9062 (3.3909)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [2]  [ 560/1251]  eta: 0:05:32  lr: 1.218e-02  img/s: 5.40e+02  pen: 7.2e-02  loss: 6.6140 (6.7276)  acc1: 1.1719 (0.8676)  acc5: 4.2969 (3.4133)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [2]  [ 570/1251]  eta: 0:05:27  lr: 1.218e-02  img/s: 5.40e+02  pen: 7.6e-02  loss: 6.6140 (6.7263)  acc1: 0.7812 (0.8688)  acc5: 4.2969 (3.4199)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [2]  [ 580/1251]  eta: 0:05:23  lr: 1.218e-02  img/s: 5.36e+02  pen: 7.6e-02  loss: 6.6473 (6.7251)  acc1: 1.1719 (0.8787)  acc5: 3.9062 (3.4323)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [2]  [ 590/1251]  eta: 0:05:18  lr: 1.218e-02  img/s: 5.39e+02  pen: 7.1e-02  loss: 6.6321 (6.7237)  acc1: 1.1719 (0.8824)  acc5: 4.2969 (3.4456)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [2]  [ 600/1251]  eta: 0:05:13  lr: 1.218e-02  img/s: 5.42e+02  pen: 7.2e-02  loss: 6.6266 (6.7219)  acc1: 1.1719 (0.8872)  acc5: 4.6875 (3.4721)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [2]  [ 610/1251]  eta: 0:05:08  lr: 1.218e-02  img/s: 5.40e+02  pen: 6.8e-02  loss: 6.6813 (6.7223)  acc1: 1.1719 (0.8893)  acc5: 4.2969 (3.4734)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [2]  [ 620/1251]  eta: 0:05:03  lr: 1.218e-02  img/s: 5.40e+02  pen: 6.6e-02  loss: 6.7391 (6.7211)  acc1: 1.1719 (0.8957)  acc5: 3.5156 (3.4810)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [2]  [ 630/1251]  eta: 0:04:58  lr: 1.218e-02  img/s: 5.42e+02  pen: 6.9e-02  loss: 6.6562 (6.7198)  acc1: 1.1719 (0.8970)  acc5: 3.5156 (3.4940)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [2]  [ 640/1251]  eta: 0:04:53  lr: 1.218e-02  img/s: 5.20e+02  pen: 6.7e-02  loss: 6.5717 (6.7177)  acc1: 1.1719 (0.9031)  acc5: 3.9062 (3.5138)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [2]  [ 650/1251]  eta: 0:04:48  lr: 1.218e-02  img/s: 5.40e+02  pen: 7.0e-02  loss: 6.6505 (6.7176)  acc1: 1.1719 (0.9073)  acc5: 3.9062 (3.5144)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [2]  [ 660/1251]  eta: 0:04:44  lr: 1.218e-02  img/s: 5.42e+02  pen: 7.3e-02  loss: 6.6505 (6.7154)  acc1: 1.1719 (0.9130)  acc5: 3.9062 (3.5274)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [2]  [ 670/1251]  eta: 0:04:39  lr: 1.218e-02  img/s: 5.38e+02  pen: 7.4e-02  loss: 6.5358 (6.7133)  acc1: 1.1719 (0.9169)  acc5: 4.2969 (3.5424)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [2]  [ 680/1251]  eta: 0:04:34  lr: 1.218e-02  img/s: 5.40e+02  pen: 6.4e-02  loss: 6.6036 (6.7129)  acc1: 1.1719 (0.9189)  acc5: 4.2969 (3.5477)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [2]  [ 690/1251]  eta: 0:04:29  lr: 1.218e-02  img/s: 5.42e+02  pen: 6.3e-02  loss: 6.6675 (6.7117)  acc1: 0.7812 (0.9175)  acc5: 3.5156 (3.5495)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [2]  [ 700/1251]  eta: 0:04:24  lr: 1.218e-02  img/s: 5.40e+02  pen: 6.7e-02  loss: 6.5402 (6.7101)  acc1: 0.7812 (0.9228)  acc5: 4.6875 (3.5658)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [2]  [ 710/1251]  eta: 0:04:19  lr: 1.218e-02  img/s: 5.41e+02  pen: 6.8e-02  loss: 6.5925 (6.7091)  acc1: 1.1719 (0.9224)  acc5: 5.0781 (3.5810)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [2]  [ 720/1251]  eta: 0:04:14  lr: 1.218e-02  img/s: 5.41e+02  pen: 6.3e-02  loss: 6.6874 (6.7087)  acc1: 0.7812 (0.9216)  acc5: 4.2969 (3.5871)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [2]  [ 730/1251]  eta: 0:04:10  lr: 1.218e-02  img/s: 5.38e+02  pen: 6.5e-02  loss: 6.6332 (6.7077)  acc1: 0.7812 (0.9234)  acc5: 4.2969 (3.5985)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [2]  [ 740/1251]  eta: 0:04:05  lr: 1.218e-02  img/s: 5.42e+02  pen: 6.9e-02  loss: 6.5687 (6.7055)  acc1: 1.1719 (0.9262)  acc5: 4.6875 (3.6200)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [2]  [ 750/1251]  eta: 0:04:00  lr: 1.218e-02  img/s: 5.40e+02  pen: 6.8e-02  loss: 6.6602 (6.7055)  acc1: 0.7812 (0.9232)  acc5: 4.2969 (3.6264)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [2]  [ 760/1251]  eta: 0:03:55  lr: 1.218e-02  img/s: 5.40e+02  pen: 6.2e-02  loss: 6.6782 (6.7042)  acc1: 0.7812 (0.9306)  acc5: 4.2969 (3.6352)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [2]  [ 770/1251]  eta: 0:03:50  lr: 1.218e-02  img/s: 5.41e+02  pen: 6.9e-02  loss: 6.5356 (6.7021)  acc1: 1.5625 (0.9388)  acc5: 4.2969 (3.6560)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [2]  [ 780/1251]  eta: 0:03:45  lr: 1.218e-02  img/s: 5.40e+02  pen: 6.8e-02  loss: 6.5976 (6.7018)  acc1: 1.1719 (0.9378)  acc5: 4.2969 (3.6607)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [2]  [ 790/1251]  eta: 0:03:41  lr: 1.218e-02  img/s: 5.42e+02  pen: 6.4e-02  loss: 6.6923 (6.7010)  acc1: 1.1719 (0.9393)  acc5: 4.2969 (3.6662)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [2]  [ 800/1251]  eta: 0:03:36  lr: 1.218e-02  img/s: 5.17e+02  pen: 6.3e-02  loss: 6.7199 (6.7008)  acc1: 1.1719 (0.9407)  acc5: 3.5156 (3.6697)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [2]  [ 810/1251]  eta: 0:03:31  lr: 1.218e-02  img/s: 5.42e+02  pen: 6.2e-02  loss: 6.6944 (6.6995)  acc1: 0.7812 (0.9412)  acc5: 3.5156 (3.6784)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [2]  [ 820/1251]  eta: 0:03:26  lr: 1.218e-02  img/s: 5.40e+02  pen: 6.4e-02  loss: 6.5685 (6.6982)  acc1: 1.1719 (0.9468)  acc5: 5.0781 (3.7040)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [2]  [ 830/1251]  eta: 0:03:21  lr: 1.218e-02  img/s: 5.41e+02  pen: 6.5e-02  loss: 6.5482 (6.6961)  acc1: 1.1719 (0.9491)  acc5: 5.0781 (3.7163)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [2]  [ 840/1251]  eta: 0:03:16  lr: 1.218e-02  img/s: 5.39e+02  pen: 6.0e-02  loss: 6.5115 (6.6944)  acc1: 1.1719 (0.9531)  acc5: 4.6875 (3.7311)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [2]  [ 850/1251]  eta: 0:03:12  lr: 1.218e-02  img/s: 5.36e+02  pen: 7.0e-02  loss: 6.5273 (6.6925)  acc1: 1.1719 (0.9584)  acc5: 5.4688 (3.7451)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [2]  [ 860/1251]  eta: 0:03:07  lr: 1.218e-02  img/s: 5.41e+02  pen: 6.6e-02  loss: 6.4687 (6.6907)  acc1: 1.1719 (0.9609)  acc5: 5.4688 (3.7711)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [2]  [ 870/1251]  eta: 0:03:02  lr: 1.218e-02  img/s: 5.42e+02  pen: 6.7e-02  loss: 6.5634 (6.6893)  acc1: 1.1719 (0.9633)  acc5: 5.0781 (3.7825)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [2]  [ 880/1251]  eta: 0:02:57  lr: 1.218e-02  img/s: 5.42e+02  pen: 6.3e-02  loss: 6.5809 (6.6887)  acc1: 0.7812 (0.9648)  acc5: 5.0781 (3.7919)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [2]  [ 890/1251]  eta: 0:02:52  lr: 1.218e-02  img/s: 5.41e+02  pen: 5.9e-02  loss: 6.5940 (6.6879)  acc1: 0.7812 (0.9649)  acc5: 3.9062 (3.7958)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [2]  [ 900/1251]  eta: 0:02:48  lr: 1.218e-02  img/s: 5.41e+02  pen: 6.0e-02  loss: 6.5716 (6.6873)  acc1: 0.7812 (0.9668)  acc5: 3.9062 (3.8087)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [2]  [ 910/1251]  eta: 0:02:43  lr: 1.218e-02  img/s: 5.42e+02  pen: 6.8e-02  loss: 6.6567 (6.6873)  acc1: 0.7812 (0.9661)  acc5: 4.2969 (3.8119)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [2]  [ 920/1251]  eta: 0:02:38  lr: 1.218e-02  img/s: 5.40e+02  pen: 5.9e-02  loss: 6.7054 (6.6871)  acc1: 0.7812 (0.9670)  acc5: 3.9062 (3.8146)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [2]  [ 930/1251]  eta: 0:02:33  lr: 1.218e-02  img/s: 5.42e+02  pen: 5.9e-02  loss: 6.6497 (6.6861)  acc1: 1.5625 (0.9743)  acc5: 4.2969 (3.8362)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [2]  [ 940/1251]  eta: 0:02:28  lr: 1.218e-02  img/s: 5.42e+02  pen: 6.4e-02  loss: 6.6304 (6.6854)  acc1: 1.1719 (0.9755)  acc5: 5.0781 (3.8473)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [2]  [ 950/1251]  eta: 0:02:24  lr: 1.218e-02  img/s: 5.41e+02  pen: 5.9e-02  loss: 6.5435 (6.6836)  acc1: 0.7812 (0.9764)  acc5: 5.0781 (3.8623)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [2]  [ 960/1251]  eta: 0:02:19  lr: 1.218e-02  img/s: 5.21e+02  pen: 6.0e-02  loss: 6.4985 (6.6830)  acc1: 1.1719 (0.9812)  acc5: 5.0781 (3.8721)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [2]  [ 970/1251]  eta: 0:02:14  lr: 1.218e-02  img/s: 5.41e+02  pen: 6.1e-02  loss: 6.6384 (6.6824)  acc1: 1.1719 (0.9832)  acc5: 4.6875 (3.8869)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [2]  [ 980/1251]  eta: 0:02:09  lr: 1.218e-02  img/s: 5.38e+02  pen: 5.9e-02  loss: 6.6093 (6.6809)  acc1: 1.5625 (0.9919)  acc5: 5.4688 (3.8991)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [2]  [ 990/1251]  eta: 0:02:04  lr: 1.218e-02  img/s: 5.40e+02  pen: 6.0e-02  loss: 6.5480 (6.6800)  acc1: 1.5625 (0.9929)  acc5: 5.0781 (3.9110)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [2]  [1000/1251]  eta: 0:02:00  lr: 1.218e-02  img/s: 5.40e+02  pen: 5.9e-02  loss: 6.5183 (6.6784)  acc1: 1.5625 (0.9978)  acc5: 5.8594 (3.9273)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [2]  [1010/1251]  eta: 0:01:55  lr: 1.218e-02  img/s: 5.41e+02  pen: 6.1e-02  loss: 6.4771 (6.6768)  acc1: 1.5625 (1.0015)  acc5: 4.6875 (3.9329)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [2]  [1020/1251]  eta: 0:01:50  lr: 1.218e-02  img/s: 5.40e+02  pen: 5.9e-02  loss: 6.5077 (6.6759)  acc1: 1.1719 (1.0051)  acc5: 4.6875 (3.9437)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [2]  [1030/1251]  eta: 0:01:45  lr: 1.218e-02  img/s: 5.40e+02  pen: 6.1e-02  loss: 6.5433 (6.6746)  acc1: 1.1719 (1.0097)  acc5: 5.4688 (3.9631)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [2]  [1040/1251]  eta: 0:01:40  lr: 1.218e-02  img/s: 5.41e+02  pen: 6.0e-02  loss: 6.4833 (6.6729)  acc1: 1.1719 (1.0150)  acc5: 5.4688 (3.9813)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [2]  [1050/1251]  eta: 0:01:36  lr: 1.218e-02  img/s: 5.42e+02  pen: 5.8e-02  loss: 6.5228 (6.6720)  acc1: 1.5625 (1.0240)  acc5: 5.4688 (4.0018)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [2]  [1060/1251]  eta: 0:01:31  lr: 1.218e-02  img/s: 5.40e+02  pen: 6.2e-02  loss: 6.6024 (6.6713)  acc1: 1.5625 (1.0290)  acc5: 5.4688 (4.0145)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [2]  [1070/1251]  eta: 0:01:26  lr: 1.218e-02  img/s: 5.42e+02  pen: 6.0e-02  loss: 6.5949 (6.6700)  acc1: 1.5625 (1.0377)  acc5: 5.8594 (4.0368)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [2]  [1080/1251]  eta: 0:01:21  lr: 1.218e-02  img/s: 5.40e+02  pen: 6.1e-02  loss: 6.5378 (6.6685)  acc1: 1.5625 (1.0414)  acc5: 5.8594 (4.0537)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [2]  [1090/1251]  eta: 0:01:16  lr: 1.218e-02  img/s: 5.40e+02  pen: 6.1e-02  loss: 6.5321 (6.6677)  acc1: 1.1719 (1.0462)  acc5: 5.0781 (4.0634)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [2]  [1100/1251]  eta: 0:01:12  lr: 1.218e-02  img/s: 5.41e+02  pen: 5.9e-02  loss: 6.4334 (6.6661)  acc1: 1.1719 (1.0516)  acc5: 4.6875 (4.0762)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [2]  [1110/1251]  eta: 0:01:07  lr: 1.218e-02  img/s: 5.40e+02  pen: 6.1e-02  loss: 6.4073 (6.6641)  acc1: 1.5625 (1.0580)  acc5: 5.4688 (4.0958)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [2]  [1120/1251]  eta: 0:01:02  lr: 1.218e-02  img/s: 5.08e+02  pen: 5.9e-02  loss: 6.4424 (6.6630)  acc1: 1.5625 (1.0604)  acc5: 6.2500 (4.1094)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [2]  [1130/1251]  eta: 0:00:57  lr: 1.218e-02  img/s: 5.41e+02  pen: 5.7e-02  loss: 6.4592 (6.6618)  acc1: 1.1719 (1.0638)  acc5: 5.8594 (4.1273)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [2]  [1140/1251]  eta: 0:00:53  lr: 1.218e-02  img/s: 5.40e+02  pen: 6.8e-02  loss: 6.4592 (6.6609)  acc1: 1.1719 (1.0678)  acc5: 5.8594 (4.1438)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [2]  [1150/1251]  eta: 0:00:48  lr: 1.218e-02  img/s: 5.40e+02  pen: 6.1e-02  loss: 6.4890 (6.6597)  acc1: 1.5625 (1.0738)  acc5: 5.8594 (4.1584)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [2]  [1160/1251]  eta: 0:00:43  lr: 1.218e-02  img/s: 5.40e+02  pen: 6.1e-02  loss: 6.4633 (6.6578)  acc1: 1.9531 (1.0834)  acc5: 6.2500 (4.1821)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [2]  [1170/1251]  eta: 0:00:38  lr: 1.218e-02  img/s: 5.42e+02  pen: 6.3e-02  loss: 6.4857 (6.6568)  acc1: 1.5625 (1.0871)  acc5: 5.8594 (4.1941)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [2]  [1180/1251]  eta: 0:00:33  lr: 1.218e-02  img/s: 5.42e+02  pen: 5.9e-02  loss: 6.6461 (6.6566)  acc1: 1.1719 (1.0875)  acc5: 4.2969 (4.1960)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [2]  [1190/1251]  eta: 0:00:29  lr: 1.218e-02  img/s: 5.40e+02  pen: 5.5e-02  loss: 6.6851 (6.6562)  acc1: 0.7812 (1.0866)  acc5: 4.2969 (4.1939)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [2]  [1200/1251]  eta: 0:00:24  lr: 1.218e-02  img/s: 5.41e+02  pen: 5.5e-02  loss: 6.5141 (6.6553)  acc1: 1.1719 (1.0889)  acc5: 4.2969 (4.2003)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [2]  [1210/1251]  eta: 0:00:19  lr: 1.218e-02  img/s: 5.41e+02  pen: 6.2e-02  loss: 6.5141 (6.6544)  acc1: 1.5625 (1.0938)  acc5: 5.0781 (4.2108)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [2]  [1220/1251]  eta: 0:00:14  lr: 1.218e-02  img/s: 5.41e+02  pen: 5.9e-02  loss: 6.4462 (6.6529)  acc1: 1.5625 (1.1002)  acc5: 5.4688 (4.2265)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [2]  [1230/1251]  eta: 0:00:10  lr: 1.218e-02  img/s: 5.39e+02  pen: 5.6e-02  loss: 6.4670 (6.6521)  acc1: 1.5625 (1.1033)  acc5: 5.4688 (4.2344)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [2]  [1240/1251]  eta: 0:00:05  lr: 1.218e-02  img/s: 5.40e+02  pen: 5.6e-02  loss: 6.4670 (6.6509)  acc1: 1.5625 (1.1089)  acc5: 5.4688 (4.2512)  time: 0.4740  data: 0.0005  max mem: 42896
Epoch: [2]  [1250/1251]  eta: 0:00:00  lr: 1.218e-02  img/s: 5.42e+02  pen: 5.7e-02  loss: 6.4509 (6.6499)  acc1: 1.5625 (1.1116)  acc5: 6.6406 (4.2616)  time: 0.4745  data: 0.0005  max mem: 42896
Epoch: [2] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:37  loss: 6.6623 (6.6623)  acc1: 0.7812 (0.7812)  acc5: 8.2031 (8.2031)  time: 3.2222  data: 2.9686  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 2.190 Acc@5 7.846 Loss: nan
Test: EMA  [ 0/49]  eta: 0:02:36  loss: 6.5195 (6.5195)  acc1: 1.1719 (1.1719)  acc5: 8.5938 (8.5938)  time: 3.1846  data: 2.9328  max mem: 42896
Test: EMA Total time: 0:00:17
Test: EMA Acc@1 2.244 Acc@5 7.832 Loss: nan
Epoch: [3]  [   0/1251]  eta: 1:28:16  lr: 1.812e-02  img/s: 5.24e+02  pen: 4.5e-02  loss: 6.3900 (6.3900)  acc1: 1.9531 (1.9531)  acc5: 4.6875 (4.6875)  time: 4.2339  data: 3.7449  max mem: 42896
Epoch: [3]  [  10/1251]  eta: 0:16:52  lr: 1.812e-02  img/s: 5.43e+02  pen: 4.0e-02  loss: 6.4320 (6.4815)  acc1: 1.5625 (1.4560)  acc5: 6.2500 (6.4276)  time: 0.8156  data: 0.3407  max mem: 42896
Epoch: [3]  [  20/1251]  eta: 0:13:24  lr: 1.812e-02  img/s: 5.41e+02  pen: 3.5e-02  loss: 6.4718 (6.5190)  acc1: 1.5625 (1.5067)  acc5: 6.6406 (6.3430)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [3]  [  30/1251]  eta: 0:12:07  lr: 1.812e-02  img/s: 5.41e+02  pen: 3.4e-02  loss: 6.5425 (6.5671)  acc1: 1.1719 (1.4113)  acc5: 5.4688 (5.8972)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [3]  [  40/1251]  eta: 0:11:26  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 6.7154 (6.5979)  acc1: 1.1719 (1.3624)  acc5: 4.6875 (5.4878)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [3]  [  50/1251]  eta: 0:10:58  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.4e-02  loss: 6.7154 (6.6159)  acc1: 1.1719 (1.3634)  acc5: 3.9062 (5.2696)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [3]  [  60/1251]  eta: 0:10:38  lr: 1.812e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 6.6067 (6.6078)  acc1: 1.9531 (1.4344)  acc5: 4.6875 (5.3791)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [3]  [  70/1251]  eta: 0:10:23  lr: 1.812e-02  img/s: 5.41e+02  pen: 3.2e-02  loss: 6.5516 (6.6057)  acc1: 1.1719 (1.3809)  acc5: 4.6875 (5.2377)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [3]  [  80/1251]  eta: 0:10:10  lr: 1.812e-02  img/s: 5.41e+02  pen: 3.5e-02  loss: 6.6473 (6.6107)  acc1: 1.1719 (1.3937)  acc5: 4.6875 (5.2180)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [3]  [  90/1251]  eta: 0:09:58  lr: 1.812e-02  img/s: 5.41e+02  pen: 3.3e-02  loss: 6.6350 (6.6049)  acc1: 1.5625 (1.4552)  acc5: 5.4688 (5.3829)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [3]  [ 100/1251]  eta: 0:09:49  lr: 1.812e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 6.5542 (6.6088)  acc1: 1.5625 (1.4619)  acc5: 5.8594 (5.3179)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [3]  [ 110/1251]  eta: 0:09:40  lr: 1.812e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 6.6476 (6.6128)  acc1: 1.1719 (1.4604)  acc5: 4.6875 (5.3139)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [3]  [ 120/1251]  eta: 0:09:31  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 6.6476 (6.6111)  acc1: 1.1719 (1.4592)  acc5: 5.0781 (5.3235)  time: 0.4735  data: 0.0004  max mem: 42896
Epoch: [3]  [ 130/1251]  eta: 0:09:24  lr: 1.812e-02  img/s: 5.41e+02  pen: 3.5e-02  loss: 6.6903 (6.6126)  acc1: 1.1719 (1.4492)  acc5: 5.0781 (5.3405)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [3]  [ 140/1251]  eta: 0:09:16  lr: 1.812e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 6.4690 (6.6043)  acc1: 1.5625 (1.4766)  acc5: 5.8594 (5.4189)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [3]  [ 150/1251]  eta: 0:09:09  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 6.5940 (6.6097)  acc1: 1.1719 (1.4616)  acc5: 5.4688 (5.3911)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [3]  [ 160/1251]  eta: 0:09:03  lr: 1.812e-02  img/s: 5.19e+02  pen: 3.5e-02  loss: 6.6675 (6.6115)  acc1: 1.1719 (1.4630)  acc5: 5.0781 (5.3693)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [3]  [ 170/1251]  eta: 0:08:56  lr: 1.812e-02  img/s: 5.41e+02  pen: 3.3e-02  loss: 6.6691 (6.6155)  acc1: 1.5625 (1.4620)  acc5: 4.6875 (5.3043)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [3]  [ 180/1251]  eta: 0:08:50  lr: 1.812e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 6.6106 (6.6147)  acc1: 1.5625 (1.4675)  acc5: 4.6875 (5.3112)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [3]  [ 190/1251]  eta: 0:08:44  lr: 1.812e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 6.6087 (6.6163)  acc1: 1.1719 (1.4643)  acc5: 5.0781 (5.3051)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [3]  [ 200/1251]  eta: 0:08:38  lr: 1.812e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 6.5832 (6.6125)  acc1: 1.1719 (1.4614)  acc5: 5.0781 (5.3036)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [3]  [ 210/1251]  eta: 0:08:32  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.3e-02  loss: 6.6749 (6.6185)  acc1: 1.1719 (1.4459)  acc5: 4.2969 (5.2614)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [3]  [ 220/1251]  eta: 0:08:26  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.4e-02  loss: 6.7166 (6.6177)  acc1: 1.1719 (1.4317)  acc5: 5.0781 (5.2478)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [3]  [ 230/1251]  eta: 0:08:21  lr: 1.812e-02  img/s: 5.41e+02  pen: 3.1e-02  loss: 6.4714 (6.6112)  acc1: 1.1719 (1.4610)  acc5: 5.0781 (5.2844)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [3]  [ 240/1251]  eta: 0:08:15  lr: 1.812e-02  img/s: 5.41e+02  pen: 3.3e-02  loss: 6.6126 (6.6129)  acc1: 1.5625 (1.4669)  acc5: 5.0781 (5.2872)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [3]  [ 250/1251]  eta: 0:08:10  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.2e-02  loss: 6.6230 (6.6120)  acc1: 1.1719 (1.4598)  acc5: 5.0781 (5.2836)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [3]  [ 260/1251]  eta: 0:08:04  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 6.5778 (6.6114)  acc1: 1.5625 (1.4637)  acc5: 5.0781 (5.2727)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [3]  [ 270/1251]  eta: 0:07:59  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.2e-02  loss: 6.6624 (6.6129)  acc1: 1.5625 (1.4760)  acc5: 4.6875 (5.2713)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [3]  [ 280/1251]  eta: 0:07:53  lr: 1.812e-02  img/s: 5.39e+02  pen: 3.0e-02  loss: 6.6922 (6.6150)  acc1: 1.1719 (1.4763)  acc5: 4.6875 (5.2324)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [3]  [ 290/1251]  eta: 0:07:48  lr: 1.812e-02  img/s: 5.42e+02  pen: 3.1e-02  loss: 6.6484 (6.6122)  acc1: 1.1719 (1.4820)  acc5: 4.6875 (5.2392)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [3]  [ 300/1251]  eta: 0:07:43  lr: 1.812e-02  img/s: 5.38e+02  pen: 3.2e-02  loss: 6.5527 (6.6117)  acc1: 1.1719 (1.4756)  acc5: 5.8594 (5.2494)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [3]  [ 310/1251]  eta: 0:07:38  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 6.6300 (6.6105)  acc1: 1.1719 (1.4683)  acc5: 5.4688 (5.2665)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [3]  [ 320/1251]  eta: 0:07:32  lr: 1.812e-02  img/s: 5.09e+02  pen: 3.0e-02  loss: 6.5990 (6.6103)  acc1: 1.1719 (1.4591)  acc5: 4.6875 (5.2375)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [3]  [ 330/1251]  eta: 0:07:27  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.3e-02  loss: 6.5990 (6.6090)  acc1: 1.1719 (1.4586)  acc5: 4.6875 (5.2315)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [3]  [ 340/1251]  eta: 0:07:22  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.1e-02  loss: 6.4124 (6.6028)  acc1: 1.5625 (1.4697)  acc5: 6.2500 (5.2855)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [3]  [ 350/1251]  eta: 0:07:17  lr: 1.812e-02  img/s: 5.41e+02  pen: 3.4e-02  loss: 6.4039 (6.6003)  acc1: 1.5625 (1.4801)  acc5: 6.6406 (5.3152)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [3]  [ 360/1251]  eta: 0:07:12  lr: 1.812e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 6.4751 (6.5986)  acc1: 1.9531 (1.5041)  acc5: 6.6406 (5.3454)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [3]  [ 370/1251]  eta: 0:07:07  lr: 1.812e-02  img/s: 5.39e+02  pen: 3.6e-02  loss: 6.5845 (6.5980)  acc1: 1.5625 (1.5130)  acc5: 5.8594 (5.3614)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [3]  [ 380/1251]  eta: 0:07:02  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 6.5490 (6.5962)  acc1: 1.1719 (1.5123)  acc5: 5.8594 (5.3785)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [3]  [ 390/1251]  eta: 0:06:57  lr: 1.812e-02  img/s: 5.41e+02  pen: 3.2e-02  loss: 6.4865 (6.5961)  acc1: 1.1719 (1.5046)  acc5: 5.4688 (5.3788)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [3]  [ 400/1251]  eta: 0:06:51  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.3e-02  loss: 6.4865 (6.5925)  acc1: 1.5625 (1.5284)  acc5: 5.4688 (5.4230)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [3]  [ 410/1251]  eta: 0:06:46  lr: 1.812e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 6.4677 (6.5912)  acc1: 1.9531 (1.5311)  acc5: 5.8594 (5.4326)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [3]  [ 420/1251]  eta: 0:06:41  lr: 1.812e-02  img/s: 5.41e+02  pen: 3.0e-02  loss: 6.6295 (6.5920)  acc1: 1.5625 (1.5263)  acc5: 4.6875 (5.4298)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [3]  [ 430/1251]  eta: 0:06:36  lr: 1.812e-02  img/s: 5.42e+02  pen: 3.3e-02  loss: 6.6628 (6.5924)  acc1: 1.1719 (1.5172)  acc5: 4.6875 (5.4207)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [3]  [ 440/1251]  eta: 0:06:31  lr: 1.812e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 6.6152 (6.5904)  acc1: 1.1719 (1.5218)  acc5: 5.4688 (5.4537)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [3]  [ 450/1251]  eta: 0:06:26  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.4e-02  loss: 6.5154 (6.5892)  acc1: 1.9531 (1.5270)  acc5: 5.8594 (5.4713)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [3]  [ 460/1251]  eta: 0:06:22  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.5e-02  loss: 6.6005 (6.5877)  acc1: 1.5625 (1.5278)  acc5: 5.4688 (5.4721)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [3]  [ 470/1251]  eta: 0:06:17  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 6.3756 (6.5847)  acc1: 1.9531 (1.5368)  acc5: 5.8594 (5.4870)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [3]  [ 480/1251]  eta: 0:06:12  lr: 1.812e-02  img/s: 5.21e+02  pen: 3.3e-02  loss: 6.4527 (6.5860)  acc1: 1.9531 (1.5325)  acc5: 4.6875 (5.4671)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [3]  [ 490/1251]  eta: 0:06:07  lr: 1.812e-02  img/s: 5.41e+02  pen: 3.2e-02  loss: 6.5422 (6.5829)  acc1: 1.1719 (1.5370)  acc5: 6.2500 (5.4998)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [3]  [ 500/1251]  eta: 0:06:02  lr: 1.812e-02  img/s: 5.41e+02  pen: 3.5e-02  loss: 6.3697 (6.5817)  acc1: 1.5625 (1.5399)  acc5: 7.0312 (5.5194)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [3]  [ 510/1251]  eta: 0:05:57  lr: 1.812e-02  img/s: 5.37e+02  pen: 3.4e-02  loss: 6.5203 (6.5797)  acc1: 1.5625 (1.5510)  acc5: 6.6406 (5.5467)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [3]  [ 520/1251]  eta: 0:05:52  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 6.5073 (6.5792)  acc1: 2.3438 (1.5513)  acc5: 6.6406 (5.5362)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [3]  [ 530/1251]  eta: 0:05:47  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.5e-02  loss: 6.5195 (6.5794)  acc1: 1.1719 (1.5448)  acc5: 3.5156 (5.5239)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [3]  [ 540/1251]  eta: 0:05:42  lr: 1.812e-02  img/s: 5.39e+02  pen: 3.2e-02  loss: 6.6280 (6.5797)  acc1: 1.1719 (1.5452)  acc5: 4.6875 (5.5287)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [3]  [ 550/1251]  eta: 0:05:37  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.3e-02  loss: 6.6280 (6.5799)  acc1: 1.5625 (1.5490)  acc5: 5.4688 (5.5354)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [3]  [ 560/1251]  eta: 0:05:32  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.5e-02  loss: 6.5779 (6.5795)  acc1: 1.5625 (1.5514)  acc5: 5.4688 (5.5314)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [3]  [ 570/1251]  eta: 0:05:27  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.3e-02  loss: 6.5446 (6.5786)  acc1: 1.9531 (1.5604)  acc5: 5.8594 (5.5365)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [3]  [ 580/1251]  eta: 0:05:22  lr: 1.812e-02  img/s: 5.39e+02  pen: 3.5e-02  loss: 6.5609 (6.5776)  acc1: 1.9531 (1.5645)  acc5: 5.8594 (5.5488)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [3]  [ 590/1251]  eta: 0:05:18  lr: 1.812e-02  img/s: 5.42e+02  pen: 3.3e-02  loss: 6.5952 (6.5781)  acc1: 1.5625 (1.5684)  acc5: 5.8594 (5.5553)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [3]  [ 600/1251]  eta: 0:05:13  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.5e-02  loss: 6.6243 (6.5763)  acc1: 1.5625 (1.5748)  acc5: 6.2500 (5.5818)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [3]  [ 610/1251]  eta: 0:05:08  lr: 1.812e-02  img/s: 5.42e+02  pen: 2.9e-02  loss: 6.4058 (6.5753)  acc1: 1.9531 (1.5810)  acc5: 7.4219 (5.5953)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [3]  [ 620/1251]  eta: 0:05:03  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 6.3844 (6.5732)  acc1: 1.9531 (1.5864)  acc5: 7.0312 (5.6229)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [3]  [ 630/1251]  eta: 0:04:58  lr: 1.812e-02  img/s: 5.37e+02  pen: 3.3e-02  loss: 6.3411 (6.5718)  acc1: 1.5625 (1.5928)  acc5: 7.0312 (5.6340)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [3]  [ 640/1251]  eta: 0:04:53  lr: 1.812e-02  img/s: 5.20e+02  pen: 3.2e-02  loss: 6.5469 (6.5711)  acc1: 1.9531 (1.5997)  acc5: 6.2500 (5.6449)  time: 0.4823  data: 0.0004  max mem: 42896
Epoch: [3]  [ 650/1251]  eta: 0:04:48  lr: 1.812e-02  img/s: 5.39e+02  pen: 3.4e-02  loss: 6.6012 (6.5716)  acc1: 1.5625 (1.5961)  acc5: 5.8594 (5.6428)  time: 0.4819  data: 0.0003  max mem: 42896
Epoch: [3]  [ 660/1251]  eta: 0:04:44  lr: 1.812e-02  img/s: 5.42e+02  pen: 3.4e-02  loss: 6.6653 (6.5717)  acc1: 1.1719 (1.5997)  acc5: 5.4688 (5.6425)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [3]  [ 670/1251]  eta: 0:04:39  lr: 1.812e-02  img/s: 5.42e+02  pen: 3.2e-02  loss: 6.6065 (6.5703)  acc1: 1.5625 (1.6038)  acc5: 6.2500 (5.6539)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [3]  [ 680/1251]  eta: 0:04:34  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.3e-02  loss: 6.3902 (6.5679)  acc1: 1.9531 (1.6170)  acc5: 6.6406 (5.6839)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [3]  [ 690/1251]  eta: 0:04:29  lr: 1.812e-02  img/s: 5.42e+02  pen: 3.4e-02  loss: 6.4593 (6.5683)  acc1: 1.9531 (1.6179)  acc5: 6.6406 (5.7005)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [3]  [ 700/1251]  eta: 0:04:24  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.1e-02  loss: 6.5901 (6.5668)  acc1: 1.9531 (1.6338)  acc5: 7.4219 (5.7295)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [3]  [ 710/1251]  eta: 0:04:19  lr: 1.812e-02  img/s: 5.41e+02  pen: 3.0e-02  loss: 6.3016 (6.5640)  acc1: 2.3438 (1.6433)  acc5: 8.2031 (5.7682)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [3]  [ 720/1251]  eta: 0:04:15  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 6.2903 (6.5619)  acc1: 1.9531 (1.6454)  acc5: 8.2031 (5.7949)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [3]  [ 730/1251]  eta: 0:04:10  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.3e-02  loss: 6.3572 (6.5605)  acc1: 1.9531 (1.6582)  acc5: 8.2031 (5.8156)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [3]  [ 740/1251]  eta: 0:04:05  lr: 1.812e-02  img/s: 5.41e+02  pen: 3.3e-02  loss: 6.3572 (6.5589)  acc1: 2.3438 (1.6711)  acc5: 7.8125 (5.8446)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [3]  [ 750/1251]  eta: 0:04:00  lr: 1.812e-02  img/s: 5.39e+02  pen: 3.5e-02  loss: 6.5471 (6.5593)  acc1: 2.3438 (1.6795)  acc5: 7.4219 (5.8578)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [3]  [ 760/1251]  eta: 0:03:55  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.2e-02  loss: 6.5114 (6.5571)  acc1: 2.3438 (1.6898)  acc5: 7.0312 (5.8737)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [3]  [ 770/1251]  eta: 0:03:50  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.0e-02  loss: 6.3520 (6.5555)  acc1: 1.9531 (1.6922)  acc5: 7.8125 (5.8984)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [3]  [ 780/1251]  eta: 0:03:45  lr: 1.812e-02  img/s: 5.42e+02  pen: 3.3e-02  loss: 6.4379 (6.5546)  acc1: 1.5625 (1.6885)  acc5: 7.4219 (5.9179)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [3]  [ 790/1251]  eta: 0:03:41  lr: 1.812e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 6.3829 (6.5528)  acc1: 1.5625 (1.6934)  acc5: 7.0312 (5.9251)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [3]  [ 800/1251]  eta: 0:03:36  lr: 1.812e-02  img/s: 5.20e+02  pen: 3.5e-02  loss: 6.3429 (6.5523)  acc1: 1.9531 (1.6971)  acc5: 6.2500 (5.9369)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [3]  [ 810/1251]  eta: 0:03:31  lr: 1.812e-02  img/s: 5.41e+02  pen: 3.1e-02  loss: 6.5299 (6.5514)  acc1: 1.9531 (1.6959)  acc5: 5.4688 (5.9398)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [3]  [ 820/1251]  eta: 0:03:26  lr: 1.812e-02  img/s: 5.41e+02  pen: 2.7e-02  loss: 6.5299 (6.5505)  acc1: 1.9531 (1.7024)  acc5: 5.8594 (5.9602)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [3]  [ 830/1251]  eta: 0:03:21  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 6.5454 (6.5502)  acc1: 2.3438 (1.7068)  acc5: 5.8594 (5.9675)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [3]  [ 840/1251]  eta: 0:03:17  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.0e-02  loss: 6.5454 (6.5497)  acc1: 1.9531 (1.7037)  acc5: 5.8594 (5.9704)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [3]  [ 850/1251]  eta: 0:03:12  lr: 1.812e-02  img/s: 5.42e+02  pen: 3.2e-02  loss: 6.4890 (6.5489)  acc1: 1.5625 (1.7075)  acc5: 6.2500 (5.9815)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [3]  [ 860/1251]  eta: 0:03:07  lr: 1.812e-02  img/s: 5.42e+02  pen: 3.3e-02  loss: 6.5204 (6.5484)  acc1: 1.9531 (1.7118)  acc5: 6.6406 (5.9873)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [3]  [ 870/1251]  eta: 0:03:02  lr: 1.812e-02  img/s: 5.39e+02  pen: 3.2e-02  loss: 6.5204 (6.5475)  acc1: 1.5625 (1.7127)  acc5: 6.2500 (5.9957)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [3]  [ 880/1251]  eta: 0:02:57  lr: 1.812e-02  img/s: 5.36e+02  pen: 3.5e-02  loss: 6.5706 (6.5471)  acc1: 1.5625 (1.7150)  acc5: 7.0312 (6.0123)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [3]  [ 890/1251]  eta: 0:02:52  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.3e-02  loss: 6.6059 (6.5476)  acc1: 1.5625 (1.7111)  acc5: 6.2500 (6.0080)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [3]  [ 900/1251]  eta: 0:02:48  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.2e-02  loss: 6.6028 (6.5468)  acc1: 1.5625 (1.7090)  acc5: 4.6875 (6.0124)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [3]  [ 910/1251]  eta: 0:02:43  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.0e-02  loss: 6.3184 (6.5449)  acc1: 1.5625 (1.7113)  acc5: 7.4219 (6.0373)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [3]  [ 920/1251]  eta: 0:02:38  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.5e-02  loss: 6.2940 (6.5432)  acc1: 1.5625 (1.7165)  acc5: 7.8125 (6.0545)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [3]  [ 930/1251]  eta: 0:02:33  lr: 1.812e-02  img/s: 5.41e+02  pen: 3.1e-02  loss: 6.3030 (6.5425)  acc1: 2.3438 (1.7198)  acc5: 7.4219 (6.0658)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [3]  [ 940/1251]  eta: 0:02:28  lr: 1.812e-02  img/s: 5.42e+02  pen: 3.2e-02  loss: 6.5765 (6.5422)  acc1: 1.9531 (1.7219)  acc5: 5.8594 (6.0703)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [3]  [ 950/1251]  eta: 0:02:24  lr: 1.812e-02  img/s: 5.41e+02  pen: 3.2e-02  loss: 6.4494 (6.5403)  acc1: 1.9531 (1.7297)  acc5: 7.8125 (6.0956)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [3]  [ 960/1251]  eta: 0:02:19  lr: 1.812e-02  img/s: 5.18e+02  pen: 3.4e-02  loss: 6.3303 (6.5394)  acc1: 1.9531 (1.7357)  acc5: 8.5938 (6.1073)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [3]  [ 970/1251]  eta: 0:02:14  lr: 1.812e-02  img/s: 5.39e+02  pen: 3.5e-02  loss: 6.3303 (6.5368)  acc1: 2.7344 (1.7488)  acc5: 7.8125 (6.1398)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [3]  [ 980/1251]  eta: 0:02:09  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.3e-02  loss: 6.3887 (6.5353)  acc1: 2.7344 (1.7572)  acc5: 8.5938 (6.1596)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [3]  [ 990/1251]  eta: 0:02:04  lr: 1.812e-02  img/s: 5.38e+02  pen: 3.9e-02  loss: 6.4050 (6.5345)  acc1: 2.3438 (1.7604)  acc5: 8.2031 (6.1716)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [3]  [1000/1251]  eta: 0:02:00  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.0e-02  loss: 6.4327 (6.5337)  acc1: 2.3438 (1.7662)  acc5: 7.4219 (6.1872)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [3]  [1010/1251]  eta: 0:01:55  lr: 1.812e-02  img/s: 5.39e+02  pen: 3.2e-02  loss: 6.4946 (6.5329)  acc1: 1.9531 (1.7673)  acc5: 7.4219 (6.1963)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [3]  [1020/1251]  eta: 0:01:50  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.0e-02  loss: 6.4946 (6.5323)  acc1: 2.3438 (1.7756)  acc5: 7.8125 (6.2064)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [3]  [1030/1251]  eta: 0:01:45  lr: 1.812e-02  img/s: 5.42e+02  pen: 3.4e-02  loss: 6.4316 (6.5320)  acc1: 2.3438 (1.7766)  acc5: 7.8125 (6.2178)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [3]  [1040/1251]  eta: 0:01:40  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.3e-02  loss: 6.3052 (6.5304)  acc1: 1.9531 (1.7831)  acc5: 7.4219 (6.2376)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [3]  [1050/1251]  eta: 0:01:36  lr: 1.812e-02  img/s: 5.41e+02  pen: 3.2e-02  loss: 6.2878 (6.5290)  acc1: 1.9531 (1.7903)  acc5: 8.9844 (6.2552)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [3]  [1060/1251]  eta: 0:01:31  lr: 1.812e-02  img/s: 5.41e+02  pen: 3.4e-02  loss: 6.2540 (6.5267)  acc1: 3.1250 (1.8040)  acc5: 8.9844 (6.2846)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [3]  [1070/1251]  eta: 0:01:26  lr: 1.812e-02  img/s: 5.41e+02  pen: 3.4e-02  loss: 6.2595 (6.5258)  acc1: 2.7344 (1.8069)  acc5: 8.5938 (6.2971)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [3]  [1080/1251]  eta: 0:01:21  lr: 1.812e-02  img/s: 5.27e+02  pen: 3.3e-02  loss: 6.4664 (6.5253)  acc1: 1.9531 (1.8100)  acc5: 7.8125 (6.3071)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [3]  [1090/1251]  eta: 0:01:17  lr: 1.812e-02  img/s: 5.42e+02  pen: 3.1e-02  loss: 6.4972 (6.5251)  acc1: 1.5625 (1.8074)  acc5: 7.4219 (6.3059)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [3]  [1100/1251]  eta: 0:01:12  lr: 1.812e-02  img/s: 5.42e+02  pen: 3.1e-02  loss: 6.4306 (6.5240)  acc1: 1.9531 (1.8112)  acc5: 7.4219 (6.3149)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [3]  [1110/1251]  eta: 0:01:07  lr: 1.812e-02  img/s: 5.42e+02  pen: 3.3e-02  loss: 6.5066 (6.5245)  acc1: 2.3438 (1.8146)  acc5: 5.8594 (6.3126)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [3]  [1120/1251]  eta: 0:01:02  lr: 1.812e-02  img/s: 5.21e+02  pen: 3.2e-02  loss: 6.5066 (6.5235)  acc1: 1.9531 (1.8200)  acc5: 6.2500 (6.3305)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [3]  [1130/1251]  eta: 0:00:57  lr: 1.812e-02  img/s: 5.41e+02  pen: 3.3e-02  loss: 6.4331 (6.5226)  acc1: 1.9531 (1.8215)  acc5: 7.4219 (6.3426)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [3]  [1140/1251]  eta: 0:00:53  lr: 1.812e-02  img/s: 5.41e+02  pen: 3.3e-02  loss: 6.4548 (6.5216)  acc1: 2.3438 (1.8268)  acc5: 7.0312 (6.3602)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [3]  [1150/1251]  eta: 0:00:48  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.1e-02  loss: 6.3199 (6.5206)  acc1: 2.3438 (1.8313)  acc5: 7.0312 (6.3688)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [3]  [1160/1251]  eta: 0:00:43  lr: 1.812e-02  img/s: 5.40e+02  pen: 3.3e-02  loss: 6.2782 (6.5195)  acc1: 1.5625 (1.8340)  acc5: 7.8125 (6.3816)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [3]  [1170/1251]  eta: 0:00:38  lr: 1.812e-02  img/s: 5.42e+02  pen: 3.1e-02  loss: 6.2782 (6.5189)  acc1: 2.3438 (1.8394)  acc5: 7.8125 (6.3961)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [3]  [1180/1251]  eta: 0:00:33  lr: 1.812e-02  img/s: 5.42e+02  pen: 2.9e-02  loss: 6.4615 (6.5183)  acc1: 2.3438 (1.8453)  acc5: 7.8125 (6.4064)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [3]  [1190/1251]  eta: 0:00:29  lr: 1.812e-02  img/s: 5.41e+02  pen: 3.0e-02  loss: 6.5410 (6.5186)  acc1: 1.9531 (1.8449)  acc5: 6.6406 (6.4094)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [3]  [1200/1251]  eta: 0:00:24  lr: 1.812e-02  img/s: 5.41e+02  pen: 3.4e-02  loss: 6.5481 (6.5181)  acc1: 1.9531 (1.8477)  acc5: 6.2500 (6.4172)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [3]  [1210/1251]  eta: 0:00:19  lr: 1.812e-02  img/s: 5.42e+02  pen: 3.1e-02  loss: 6.3328 (6.5167)  acc1: 2.3438 (1.8564)  acc5: 7.4219 (6.4358)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [3]  [1220/1251]  eta: 0:00:14  lr: 1.812e-02  img/s: 5.41e+02  pen: 3.4e-02  loss: 6.3628 (6.5165)  acc1: 2.3438 (1.8562)  acc5: 7.8125 (6.4432)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [3]  [1230/1251]  eta: 0:00:10  lr: 1.812e-02  img/s: 5.42e+02  pen: 3.3e-02  loss: 6.4685 (6.5149)  acc1: 1.9531 (1.8630)  acc5: 7.8125 (6.4604)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [3]  [1240/1251]  eta: 0:00:05  lr: 1.812e-02  img/s: 5.42e+02  pen: 3.3e-02  loss: 6.4685 (6.5152)  acc1: 2.3438 (1.8653)  acc5: 7.8125 (6.4637)  time: 0.4739  data: 0.0005  max mem: 42896
Epoch: [3]  [1250/1251]  eta: 0:00:00  lr: 1.812e-02  img/s: 5.42e+02  pen: 3.4e-02  loss: 6.4985 (6.5141)  acc1: 2.3438 (1.8713)  acc5: 8.2031 (6.4870)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [3] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:52  loss: 6.2634 (6.2634)  acc1: 3.9062 (3.9062)  acc5: 12.5000 (12.5000)  time: 3.5211  data: 3.2676  max mem: 42896
Test:  Total time: 0:00:17
Test:  Acc@1 3.946 Acc@5 12.388 Loss: nan
Test: EMA  [ 0/49]  eta: 0:02:33  loss: 6.2304 (6.2304)  acc1: 1.5625 (1.5625)  acc5: 12.8906 (12.8906)  time: 3.1328  data: 2.8810  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 3.824 Acc@5 12.448 Loss: nan
Epoch: [4]  [   0/1251]  eta: 1:18:46  lr: 2.406e-02  img/s: 5.19e+02  pen: 1.4e-01  loss: 6.3037 (6.3037)  acc1: 1.9531 (1.9531)  acc5: 7.4219 (7.4219)  time: 3.7783  data: 3.2850  max mem: 42896
Epoch: [4]  [  10/1251]  eta: 0:16:00  lr: 2.406e-02  img/s: 5.42e+02  pen: 1.3e-01  loss: 6.3806 (6.3549)  acc1: 2.3438 (2.1307)  acc5: 8.2031 (7.9545)  time: 0.7738  data: 0.2989  max mem: 42896
Epoch: [4]  [  20/1251]  eta: 0:12:56  lr: 2.406e-02  img/s: 5.40e+02  pen: 9.5e-02  loss: 6.4604 (6.4862)  acc1: 0.7812 (1.6555)  acc5: 7.4219 (6.9010)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [4]  [  30/1251]  eta: 0:11:48  lr: 2.406e-02  img/s: 5.41e+02  pen: 9.2e-02  loss: 6.6420 (6.5179)  acc1: 0.7812 (1.6255)  acc5: 5.8594 (6.7162)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [4]  [  40/1251]  eta: 0:11:11  lr: 2.406e-02  img/s: 5.41e+02  pen: 9.4e-02  loss: 6.4994 (6.4923)  acc1: 1.9531 (1.8674)  acc5: 6.6406 (7.0312)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [4]  [  50/1251]  eta: 0:10:47  lr: 2.406e-02  img/s: 5.42e+02  pen: 9.1e-02  loss: 6.3206 (6.4867)  acc1: 3.1250 (2.0604)  acc5: 7.8125 (7.2687)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [4]  [  60/1251]  eta: 0:10:29  lr: 2.406e-02  img/s: 5.41e+02  pen: 9.5e-02  loss: 6.3206 (6.4734)  acc1: 2.3438 (2.0940)  acc5: 7.4219 (7.4155)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [4]  [  70/1251]  eta: 0:10:15  lr: 2.406e-02  img/s: 5.40e+02  pen: 8.6e-02  loss: 6.5493 (6.4811)  acc1: 1.9531 (2.0357)  acc5: 7.0312 (7.3449)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [4]  [  80/1251]  eta: 0:10:03  lr: 2.406e-02  img/s: 5.39e+02  pen: 9.0e-02  loss: 6.4106 (6.4680)  acc1: 1.9531 (2.0640)  acc5: 7.4219 (7.4701)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [4]  [  90/1251]  eta: 0:09:52  lr: 2.406e-02  img/s: 5.41e+02  pen: 8.8e-02  loss: 6.4106 (6.4782)  acc1: 1.9531 (2.0862)  acc5: 7.4219 (7.4433)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [4]  [ 100/1251]  eta: 0:09:43  lr: 2.406e-02  img/s: 5.41e+02  pen: 8.1e-02  loss: 6.5994 (6.4835)  acc1: 1.9531 (2.1194)  acc5: 5.8594 (7.3909)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [4]  [ 110/1251]  eta: 0:09:35  lr: 2.406e-02  img/s: 5.40e+02  pen: 8.5e-02  loss: 6.3543 (6.4670)  acc1: 2.3438 (2.1537)  acc5: 7.4219 (7.4958)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [4]  [ 120/1251]  eta: 0:09:27  lr: 2.406e-02  img/s: 5.41e+02  pen: 9.9e-02  loss: 6.3095 (6.4630)  acc1: 2.7344 (2.1952)  acc5: 7.8125 (7.5801)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [4]  [ 130/1251]  eta: 0:09:20  lr: 2.406e-02  img/s: 5.41e+02  pen: 8.1e-02  loss: 6.4326 (6.4727)  acc1: 1.9531 (2.1469)  acc5: 7.0312 (7.4577)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [4]  [ 140/1251]  eta: 0:09:13  lr: 2.406e-02  img/s: 5.42e+02  pen: 7.2e-02  loss: 6.5726 (6.4743)  acc1: 1.9531 (2.1692)  acc5: 5.8594 (7.4911)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [4]  [ 150/1251]  eta: 0:09:06  lr: 2.406e-02  img/s: 5.40e+02  pen: 7.5e-02  loss: 6.5416 (6.4748)  acc1: 1.9531 (2.1808)  acc5: 7.4219 (7.4762)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [4]  [ 160/1251]  eta: 0:09:00  lr: 2.406e-02  img/s: 5.19e+02  pen: 8.1e-02  loss: 6.4285 (6.4742)  acc1: 2.3438 (2.1957)  acc5: 7.8125 (7.5432)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [4]  [ 170/1251]  eta: 0:08:53  lr: 2.406e-02  img/s: 5.40e+02  pen: 7.5e-02  loss: 6.5640 (6.4781)  acc1: 2.3438 (2.1793)  acc5: 7.0312 (7.4630)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [4]  [ 180/1251]  eta: 0:08:47  lr: 2.406e-02  img/s: 5.40e+02  pen: 6.9e-02  loss: 6.6477 (6.4843)  acc1: 1.5625 (2.1495)  acc5: 5.4688 (7.4111)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [4]  [ 190/1251]  eta: 0:08:41  lr: 2.406e-02  img/s: 5.40e+02  pen: 8.5e-02  loss: 6.4373 (6.4825)  acc1: 1.5625 (2.1679)  acc5: 7.4219 (7.4607)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [4]  [ 200/1251]  eta: 0:08:36  lr: 2.406e-02  img/s: 5.40e+02  pen: 6.8e-02  loss: 6.4879 (6.4851)  acc1: 2.3438 (2.1747)  acc5: 8.2031 (7.4549)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [4]  [ 210/1251]  eta: 0:08:30  lr: 2.406e-02  img/s: 5.41e+02  pen: 8.1e-02  loss: 6.5310 (6.4866)  acc1: 1.9531 (2.1808)  acc5: 6.6406 (7.4219)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [4]  [ 220/1251]  eta: 0:08:24  lr: 2.406e-02  img/s: 5.39e+02  pen: 6.7e-02  loss: 6.4793 (6.4886)  acc1: 1.9531 (2.1776)  acc5: 6.6406 (7.3777)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [4]  [ 230/1251]  eta: 0:08:19  lr: 2.406e-02  img/s: 5.38e+02  pen: 7.2e-02  loss: 6.5970 (6.4930)  acc1: 1.9531 (2.1662)  acc5: 6.6406 (7.3153)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [4]  [ 240/1251]  eta: 0:08:13  lr: 2.406e-02  img/s: 5.40e+02  pen: 7.2e-02  loss: 6.4659 (6.4891)  acc1: 1.9531 (2.1687)  acc5: 6.6406 (7.3506)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [4]  [ 250/1251]  eta: 0:08:08  lr: 2.406e-02  img/s: 5.41e+02  pen: 7.3e-02  loss: 6.3625 (6.4883)  acc1: 1.9531 (2.1632)  acc5: 7.8125 (7.3332)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [4]  [ 260/1251]  eta: 0:08:03  lr: 2.406e-02  img/s: 5.42e+02  pen: 7.5e-02  loss: 6.3612 (6.4838)  acc1: 1.9531 (2.1671)  acc5: 8.2031 (7.3635)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [4]  [ 270/1251]  eta: 0:07:57  lr: 2.406e-02  img/s: 5.42e+02  pen: 6.9e-02  loss: 6.2485 (6.4827)  acc1: 2.3438 (2.1722)  acc5: 7.8125 (7.3599)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [4]  [ 280/1251]  eta: 0:07:52  lr: 2.406e-02  img/s: 5.40e+02  pen: 6.9e-02  loss: 6.3732 (6.4821)  acc1: 2.3438 (2.1464)  acc5: 6.6406 (7.3426)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [4]  [ 290/1251]  eta: 0:07:47  lr: 2.406e-02  img/s: 5.42e+02  pen: 7.5e-02  loss: 6.5276 (6.4842)  acc1: 1.9531 (2.1478)  acc5: 7.0312 (7.3507)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [4]  [ 300/1251]  eta: 0:07:41  lr: 2.406e-02  img/s: 5.41e+02  pen: 7.4e-02  loss: 6.3531 (6.4789)  acc1: 2.3438 (2.1699)  acc5: 7.8125 (7.3855)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [4]  [ 310/1251]  eta: 0:07:36  lr: 2.406e-02  img/s: 5.40e+02  pen: 7.3e-02  loss: 6.4581 (6.4814)  acc1: 2.7344 (2.1692)  acc5: 7.8125 (7.3654)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [4]  [ 320/1251]  eta: 0:07:31  lr: 2.406e-02  img/s: 5.17e+02  pen: 6.5e-02  loss: 6.5459 (6.4828)  acc1: 2.3438 (2.1673)  acc5: 6.6406 (7.3513)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [4]  [ 330/1251]  eta: 0:07:26  lr: 2.406e-02  img/s: 5.38e+02  pen: 6.1e-02  loss: 6.4180 (6.4816)  acc1: 2.3438 (2.1821)  acc5: 8.2031 (7.3865)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [4]  [ 340/1251]  eta: 0:07:21  lr: 2.406e-02  img/s: 5.40e+02  pen: 6.7e-02  loss: 6.4370 (6.4815)  acc1: 1.9531 (2.1788)  acc5: 8.5938 (7.3932)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [4]  [ 350/1251]  eta: 0:07:16  lr: 2.406e-02  img/s: 5.40e+02  pen: 6.5e-02  loss: 6.4755 (6.4821)  acc1: 1.9531 (2.1813)  acc5: 8.2031 (7.3941)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [4]  [ 360/1251]  eta: 0:07:11  lr: 2.406e-02  img/s: 5.40e+02  pen: 7.0e-02  loss: 6.5348 (6.4836)  acc1: 1.9531 (2.1760)  acc5: 6.6406 (7.3992)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [4]  [ 370/1251]  eta: 0:07:06  lr: 2.406e-02  img/s: 5.41e+02  pen: 6.1e-02  loss: 6.5348 (6.4835)  acc1: 1.9531 (2.1732)  acc5: 6.6406 (7.3966)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [4]  [ 380/1251]  eta: 0:07:01  lr: 2.406e-02  img/s: 5.40e+02  pen: 8.2e-02  loss: 6.3655 (6.4811)  acc1: 2.3438 (2.1859)  acc5: 7.8125 (7.4311)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [4]  [ 390/1251]  eta: 0:06:56  lr: 2.406e-02  img/s: 5.42e+02  pen: 7.9e-02  loss: 6.3655 (6.4808)  acc1: 2.3438 (2.1849)  acc5: 7.8125 (7.4399)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [4]  [ 400/1251]  eta: 0:06:51  lr: 2.406e-02  img/s: 5.41e+02  pen: 6.5e-02  loss: 6.4395 (6.4819)  acc1: 1.9531 (2.1889)  acc5: 6.6406 (7.4423)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [4]  [ 410/1251]  eta: 0:06:46  lr: 2.406e-02  img/s: 5.40e+02  pen: 6.7e-02  loss: 6.4395 (6.4793)  acc1: 2.7344 (2.1993)  acc5: 7.4219 (7.4561)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [4]  [ 420/1251]  eta: 0:06:41  lr: 2.406e-02  img/s: 5.40e+02  pen: 7.4e-02  loss: 6.4193 (6.4776)  acc1: 3.1250 (2.2120)  acc5: 8.9844 (7.4831)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [4]  [ 430/1251]  eta: 0:06:36  lr: 2.406e-02  img/s: 5.40e+02  pen: 6.9e-02  loss: 6.4892 (6.4775)  acc1: 2.3438 (2.2078)  acc5: 7.4219 (7.4971)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [4]  [ 440/1251]  eta: 0:06:31  lr: 2.406e-02  img/s: 5.41e+02  pen: 6.6e-02  loss: 6.4537 (6.4759)  acc1: 2.3438 (2.2233)  acc5: 8.2031 (7.5096)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [4]  [ 450/1251]  eta: 0:06:26  lr: 2.406e-02  img/s: 5.42e+02  pen: 6.4e-02  loss: 6.4537 (6.4755)  acc1: 2.3438 (2.2286)  acc5: 8.5938 (7.5492)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [4]  [ 460/1251]  eta: 0:06:21  lr: 2.406e-02  img/s: 5.41e+02  pen: 6.5e-02  loss: 6.4890 (6.4749)  acc1: 2.3438 (2.2327)  acc5: 8.9844 (7.5549)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [4]  [ 470/1251]  eta: 0:06:16  lr: 2.406e-02  img/s: 5.41e+02  pen: 6.7e-02  loss: 6.3989 (6.4741)  acc1: 2.3438 (2.2351)  acc5: 8.9844 (7.5861)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [4]  [ 480/1251]  eta: 0:06:11  lr: 2.406e-02  img/s: 5.19e+02  pen: 6.4e-02  loss: 6.4366 (6.4746)  acc1: 2.3438 (2.2374)  acc5: 8.2031 (7.5997)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [4]  [ 490/1251]  eta: 0:06:06  lr: 2.406e-02  img/s: 5.40e+02  pen: 6.4e-02  loss: 6.4904 (6.4746)  acc1: 2.3438 (2.2435)  acc5: 8.2031 (7.6136)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [4]  [ 500/1251]  eta: 0:06:01  lr: 2.406e-02  img/s: 5.36e+02  pen: 6.8e-02  loss: 6.4210 (6.4717)  acc1: 2.7344 (2.2588)  acc5: 8.9844 (7.6449)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [4]  [ 510/1251]  eta: 0:05:56  lr: 2.406e-02  img/s: 5.41e+02  pen: 6.1e-02  loss: 6.4210 (6.4741)  acc1: 2.7344 (2.2566)  acc5: 8.2031 (7.6283)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [4]  [ 520/1251]  eta: 0:05:51  lr: 2.406e-02  img/s: 5.40e+02  pen: 6.4e-02  loss: 6.5958 (6.4740)  acc1: 2.3438 (2.2598)  acc5: 7.4219 (7.6393)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [4]  [ 530/1251]  eta: 0:05:46  lr: 2.406e-02  img/s: 5.37e+02  pen: 6.0e-02  loss: 6.3146 (6.4720)  acc1: 2.7344 (2.2650)  acc5: 9.3750 (7.6632)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [4]  [ 540/1251]  eta: 0:05:41  lr: 2.406e-02  img/s: 5.41e+02  pen: 6.3e-02  loss: 6.2967 (6.4709)  acc1: 1.9531 (2.2600)  acc5: 8.2031 (7.6659)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [4]  [ 550/1251]  eta: 0:05:37  lr: 2.406e-02  img/s: 5.38e+02  pen: 6.1e-02  loss: 6.3173 (6.4693)  acc1: 1.9531 (2.2636)  acc5: 7.8125 (7.6735)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [4]  [ 560/1251]  eta: 0:05:32  lr: 2.406e-02  img/s: 5.39e+02  pen: 5.9e-02  loss: 6.3516 (6.4703)  acc1: 2.7344 (2.2651)  acc5: 8.2031 (7.6837)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [4]  [ 570/1251]  eta: 0:05:27  lr: 2.406e-02  img/s: 5.40e+02  pen: 6.2e-02  loss: 6.6245 (6.4722)  acc1: 1.9531 (2.2582)  acc5: 6.2500 (7.6531)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [4]  [ 580/1251]  eta: 0:05:22  lr: 2.406e-02  img/s: 5.41e+02  pen: 6.2e-02  loss: 6.6020 (6.4733)  acc1: 1.9531 (2.2584)  acc5: 7.4219 (7.6545)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [4]  [ 590/1251]  eta: 0:05:17  lr: 2.406e-02  img/s: 5.39e+02  pen: 6.1e-02  loss: 6.4662 (6.4722)  acc1: 2.7344 (2.2697)  acc5: 8.5938 (7.6876)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [4]  [ 600/1251]  eta: 0:05:12  lr: 2.406e-02  img/s: 5.40e+02  pen: 5.8e-02  loss: 6.4739 (6.4733)  acc1: 2.7344 (2.2671)  acc5: 8.5938 (7.6715)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [4]  [ 610/1251]  eta: 0:05:07  lr: 2.406e-02  img/s: 5.40e+02  pen: 5.5e-02  loss: 6.4187 (6.4701)  acc1: 1.9531 (2.2696)  acc5: 8.2031 (7.6885)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [4]  [ 620/1251]  eta: 0:05:03  lr: 2.406e-02  img/s: 5.39e+02  pen: 6.2e-02  loss: 6.4016 (6.4704)  acc1: 2.7344 (2.2815)  acc5: 8.5938 (7.7024)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [4]  [ 630/1251]  eta: 0:04:58  lr: 2.406e-02  img/s: 5.39e+02  pen: 5.9e-02  loss: 6.5256 (6.4706)  acc1: 2.7344 (2.2862)  acc5: 8.2031 (7.6936)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [4]  [ 640/1251]  eta: 0:04:53  lr: 2.406e-02  img/s: 5.19e+02  pen: 6.0e-02  loss: 6.5256 (6.4700)  acc1: 2.7344 (2.2944)  acc5: 7.0312 (7.7113)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [4]  [ 650/1251]  eta: 0:04:48  lr: 2.406e-02  img/s: 5.41e+02  pen: 6.2e-02  loss: 6.3197 (6.4685)  acc1: 2.3438 (2.2939)  acc5: 9.7656 (7.7225)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [4]  [ 660/1251]  eta: 0:04:43  lr: 2.406e-02  img/s: 5.41e+02  pen: 5.9e-02  loss: 6.3103 (6.4676)  acc1: 1.9531 (2.3006)  acc5: 9.3750 (7.7351)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [4]  [ 670/1251]  eta: 0:04:38  lr: 2.406e-02  img/s: 5.42e+02  pen: 5.8e-02  loss: 6.3265 (6.4674)  acc1: 1.9531 (2.3030)  acc5: 8.9844 (7.7409)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [4]  [ 680/1251]  eta: 0:04:33  lr: 2.406e-02  img/s: 5.40e+02  pen: 5.4e-02  loss: 6.3013 (6.4655)  acc1: 2.7344 (2.3093)  acc5: 8.9844 (7.7540)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [4]  [ 690/1251]  eta: 0:04:29  lr: 2.406e-02  img/s: 5.40e+02  pen: 6.2e-02  loss: 6.2239 (6.4649)  acc1: 2.7344 (2.3110)  acc5: 8.5938 (7.7571)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [4]  [ 700/1251]  eta: 0:04:24  lr: 2.406e-02  img/s: 5.40e+02  pen: 6.0e-02  loss: 6.4095 (6.4635)  acc1: 2.7344 (2.3137)  acc5: 8.5938 (7.7701)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [4]  [ 710/1251]  eta: 0:04:19  lr: 2.406e-02  img/s: 5.41e+02  pen: 5.8e-02  loss: 6.5168 (6.4647)  acc1: 1.9531 (2.3091)  acc5: 7.0312 (7.7625)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [4]  [ 720/1251]  eta: 0:04:14  lr: 2.406e-02  img/s: 5.40e+02  pen: 5.9e-02  loss: 6.4793 (6.4638)  acc1: 2.3438 (2.3167)  acc5: 7.4219 (7.7729)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [4]  [ 730/1251]  eta: 0:04:09  lr: 2.406e-02  img/s: 5.42e+02  pen: 6.0e-02  loss: 6.3577 (6.4633)  acc1: 2.3438 (2.3208)  acc5: 9.3750 (7.7863)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [4]  [ 740/1251]  eta: 0:04:04  lr: 2.406e-02  img/s: 5.41e+02  pen: 5.8e-02  loss: 6.4230 (6.4638)  acc1: 2.3438 (2.3206)  acc5: 7.8125 (7.7782)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [4]  [ 750/1251]  eta: 0:04:00  lr: 2.406e-02  img/s: 5.42e+02  pen: 6.1e-02  loss: 6.4548 (6.4634)  acc1: 2.3438 (2.3219)  acc5: 7.8125 (7.7912)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [4]  [ 760/1251]  eta: 0:03:55  lr: 2.406e-02  img/s: 5.39e+02  pen: 5.5e-02  loss: 6.3876 (6.4616)  acc1: 2.7344 (2.3299)  acc5: 8.9844 (7.8115)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [4]  [ 770/1251]  eta: 0:03:50  lr: 2.406e-02  img/s: 5.39e+02  pen: 6.0e-02  loss: 6.2249 (6.4600)  acc1: 3.1250 (2.3438)  acc5: 9.7656 (7.8373)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [4]  [ 780/1251]  eta: 0:03:45  lr: 2.406e-02  img/s: 5.42e+02  pen: 6.2e-02  loss: 6.2723 (6.4589)  acc1: 3.1250 (2.3458)  acc5: 10.9375 (7.8595)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [4]  [ 790/1251]  eta: 0:03:40  lr: 2.406e-02  img/s: 5.40e+02  pen: 5.2e-02  loss: 6.2984 (6.4579)  acc1: 2.7344 (2.3497)  acc5: 8.5938 (7.8688)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [4]  [ 800/1251]  eta: 0:03:36  lr: 2.406e-02  img/s: 5.19e+02  pen: 6.1e-02  loss: 6.1787 (6.4554)  acc1: 2.7344 (2.3574)  acc5: 9.7656 (7.8949)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [4]  [ 810/1251]  eta: 0:03:31  lr: 2.406e-02  img/s: 5.39e+02  pen: 5.9e-02  loss: 6.1972 (6.4551)  acc1: 2.3438 (2.3577)  acc5: 9.3750 (7.8992)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [4]  [ 820/1251]  eta: 0:03:26  lr: 2.406e-02  img/s: 5.39e+02  pen: 5.7e-02  loss: 6.2753 (6.4532)  acc1: 2.7344 (2.3675)  acc5: 9.3750 (7.9243)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [4]  [ 830/1251]  eta: 0:03:21  lr: 2.406e-02  img/s: 5.40e+02  pen: 6.1e-02  loss: 6.2598 (6.4520)  acc1: 3.1250 (2.3720)  acc5: 9.7656 (7.9286)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [4]  [ 840/1251]  eta: 0:03:16  lr: 2.406e-02  img/s: 5.40e+02  pen: 5.9e-02  loss: 6.2469 (6.4496)  acc1: 2.7344 (2.3791)  acc5: 9.3750 (7.9565)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [4]  [ 850/1251]  eta: 0:03:12  lr: 2.406e-02  img/s: 5.41e+02  pen: 6.1e-02  loss: 6.2469 (6.4487)  acc1: 2.7344 (2.3887)  acc5: 9.3750 (7.9635)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [4]  [ 860/1251]  eta: 0:03:07  lr: 2.406e-02  img/s: 5.40e+02  pen: 5.5e-02  loss: 6.5164 (6.4491)  acc1: 2.7344 (2.3905)  acc5: 8.5938 (7.9695)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [4]  [ 870/1251]  eta: 0:03:02  lr: 2.406e-02  img/s: 5.40e+02  pen: 5.8e-02  loss: 6.3847 (6.4480)  acc1: 2.3438 (2.3962)  acc5: 8.5938 (7.9865)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [4]  [ 880/1251]  eta: 0:02:57  lr: 2.406e-02  img/s: 5.40e+02  pen: 5.7e-02  loss: 6.2997 (6.4470)  acc1: 2.3438 (2.3983)  acc5: 8.9844 (7.9903)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [4]  [ 890/1251]  eta: 0:02:52  lr: 2.406e-02  img/s: 5.39e+02  pen: 5.5e-02  loss: 6.3760 (6.4466)  acc1: 2.7344 (2.4043)  acc5: 8.2031 (7.9953)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [4]  [ 900/1251]  eta: 0:02:48  lr: 2.406e-02  img/s: 5.40e+02  pen: 6.4e-02  loss: 6.4999 (6.4471)  acc1: 2.3438 (2.4027)  acc5: 7.8125 (7.9942)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [4]  [ 910/1251]  eta: 0:02:43  lr: 2.406e-02  img/s: 5.41e+02  pen: 5.6e-02  loss: 6.4900 (6.4468)  acc1: 1.9531 (2.4016)  acc5: 7.4219 (7.9939)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [4]  [ 920/1251]  eta: 0:02:38  lr: 2.406e-02  img/s: 5.40e+02  pen: 5.6e-02  loss: 6.4900 (6.4468)  acc1: 2.3438 (2.4036)  acc5: 7.4219 (7.9936)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [4]  [ 930/1251]  eta: 0:02:33  lr: 2.406e-02  img/s: 5.37e+02  pen: 5.3e-02  loss: 6.4321 (6.4464)  acc1: 3.1250 (2.4084)  acc5: 9.3750 (8.0076)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [4]  [ 940/1251]  eta: 0:02:28  lr: 2.406e-02  img/s: 5.39e+02  pen: 5.8e-02  loss: 6.4273 (6.4459)  acc1: 2.7344 (2.4118)  acc5: 9.3750 (8.0238)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [4]  [ 950/1251]  eta: 0:02:24  lr: 2.406e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 6.3321 (6.4455)  acc1: 2.3438 (2.4132)  acc5: 7.4219 (8.0306)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [4]  [ 960/1251]  eta: 0:02:19  lr: 2.406e-02  img/s: 5.19e+02  pen: 6.2e-02  loss: 6.3133 (6.4446)  acc1: 2.3438 (2.4149)  acc5: 7.0312 (8.0344)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [4]  [ 970/1251]  eta: 0:02:14  lr: 2.406e-02  img/s: 5.40e+02  pen: 5.3e-02  loss: 6.3508 (6.4446)  acc1: 2.7344 (2.4166)  acc5: 7.8125 (8.0466)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [4]  [ 980/1251]  eta: 0:02:09  lr: 2.406e-02  img/s: 5.40e+02  pen: 5.3e-02  loss: 6.2998 (6.4432)  acc1: 2.7344 (2.4202)  acc5: 10.1562 (8.0626)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [4]  [ 990/1251]  eta: 0:02:04  lr: 2.406e-02  img/s: 5.39e+02  pen: 5.7e-02  loss: 6.3463 (6.4434)  acc1: 2.3438 (2.4218)  acc5: 8.5938 (8.0640)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [4]  [1000/1251]  eta: 0:02:00  lr: 2.406e-02  img/s: 5.39e+02  pen: 6.4e-02  loss: 6.4602 (6.4427)  acc1: 2.3438 (2.4261)  acc5: 8.2031 (8.0837)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [4]  [1010/1251]  eta: 0:01:55  lr: 2.406e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 6.5218 (6.4434)  acc1: 2.7344 (2.4307)  acc5: 8.5938 (8.0803)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [4]  [1020/1251]  eta: 0:01:50  lr: 2.406e-02  img/s: 5.39e+02  pen: 5.3e-02  loss: 6.4218 (6.4424)  acc1: 3.1250 (2.4382)  acc5: 8.5938 (8.0937)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [4]  [1030/1251]  eta: 0:01:45  lr: 2.406e-02  img/s: 5.41e+02  pen: 5.7e-02  loss: 6.3177 (6.4414)  acc1: 3.1250 (2.4449)  acc5: 9.7656 (8.1046)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [4]  [1040/1251]  eta: 0:01:40  lr: 2.406e-02  img/s: 5.39e+02  pen: 5.6e-02  loss: 6.5048 (6.4423)  acc1: 2.7344 (2.4413)  acc5: 8.5938 (8.0932)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [4]  [1050/1251]  eta: 0:01:36  lr: 2.406e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 6.4905 (6.4416)  acc1: 1.9531 (2.4493)  acc5: 7.4219 (8.0976)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [4]  [1060/1251]  eta: 0:01:31  lr: 2.406e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 6.3231 (6.4406)  acc1: 2.3438 (2.4538)  acc5: 8.2031 (8.1100)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [4]  [1070/1251]  eta: 0:01:26  lr: 2.406e-02  img/s: 5.39e+02  pen: 5.9e-02  loss: 6.3089 (6.4400)  acc1: 2.3438 (2.4565)  acc5: 8.2031 (8.1116)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [4]  [1080/1251]  eta: 0:01:21  lr: 2.406e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 6.4990 (6.4407)  acc1: 2.3438 (2.4587)  acc5: 8.2031 (8.1175)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [4]  [1090/1251]  eta: 0:01:16  lr: 2.406e-02  img/s: 5.39e+02  pen: 5.1e-02  loss: 6.4372 (6.4390)  acc1: 2.7344 (2.4712)  acc5: 10.1562 (8.1437)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [4]  [1100/1251]  eta: 0:01:12  lr: 2.406e-02  img/s: 5.39e+02  pen: 5.1e-02  loss: 6.3272 (6.4381)  acc1: 3.1250 (2.4750)  acc5: 10.1562 (8.1467)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [4]  [1110/1251]  eta: 0:01:07  lr: 2.406e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 6.3367 (6.4375)  acc1: 2.3438 (2.4781)  acc5: 9.3750 (8.1574)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [4]  [1120/1251]  eta: 0:01:02  lr: 2.406e-02  img/s: 5.20e+02  pen: 5.9e-02  loss: 6.3214 (6.4359)  acc1: 2.7344 (2.4849)  acc5: 8.5938 (8.1707)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [4]  [1130/1251]  eta: 0:00:57  lr: 2.406e-02  img/s: 5.38e+02  pen: 5.1e-02  loss: 6.2143 (6.4348)  acc1: 3.1250 (2.4943)  acc5: 9.7656 (8.1890)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [4]  [1140/1251]  eta: 0:00:53  lr: 2.406e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 6.2594 (6.4350)  acc1: 3.1250 (2.4978)  acc5: 10.1562 (8.1987)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [4]  [1150/1251]  eta: 0:00:48  lr: 2.406e-02  img/s: 5.41e+02  pen: 5.3e-02  loss: 6.3424 (6.4338)  acc1: 2.3438 (2.5022)  acc5: 10.1562 (8.2119)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [4]  [1160/1251]  eta: 0:00:43  lr: 2.406e-02  img/s: 5.41e+02  pen: 5.5e-02  loss: 6.3398 (6.4331)  acc1: 2.3438 (2.5029)  acc5: 10.1562 (8.2223)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [4]  [1170/1251]  eta: 0:00:38  lr: 2.406e-02  img/s: 5.39e+02  pen: 5.3e-02  loss: 6.2699 (6.4318)  acc1: 2.3438 (2.5065)  acc5: 8.9844 (8.2368)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [4]  [1180/1251]  eta: 0:00:33  lr: 2.406e-02  img/s: 5.41e+02  pen: 5.5e-02  loss: 6.2628 (6.4309)  acc1: 3.1250 (2.5098)  acc5: 9.7656 (8.2484)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [4]  [1190/1251]  eta: 0:00:29  lr: 2.406e-02  img/s: 5.40e+02  pen: 5.2e-02  loss: 6.3983 (6.4312)  acc1: 2.7344 (2.5091)  acc5: 9.3750 (8.2487)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [4]  [1200/1251]  eta: 0:00:24  lr: 2.406e-02  img/s: 5.41e+02  pen: 5.2e-02  loss: 6.5273 (6.4315)  acc1: 1.9531 (2.5018)  acc5: 7.4219 (8.2396)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [4]  [1210/1251]  eta: 0:00:19  lr: 2.406e-02  img/s: 5.39e+02  pen: 5.2e-02  loss: 6.2683 (6.4297)  acc1: 2.3438 (2.5086)  acc5: 9.3750 (8.2641)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [4]  [1220/1251]  eta: 0:00:14  lr: 2.406e-02  img/s: 5.41e+02  pen: 5.2e-02  loss: 6.2836 (6.4304)  acc1: 2.3438 (2.5063)  acc5: 10.1562 (8.2562)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [4]  [1230/1251]  eta: 0:00:10  lr: 2.406e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 6.5268 (6.4297)  acc1: 1.9531 (2.5050)  acc5: 6.6406 (8.2587)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [4]  [1240/1251]  eta: 0:00:05  lr: 2.406e-02  img/s: 5.42e+02  pen: 5.4e-02  loss: 6.1392 (6.4288)  acc1: 2.3438 (2.5081)  acc5: 7.4219 (8.2648)  time: 0.4743  data: 0.0005  max mem: 42896
Epoch: [4]  [1250/1251]  eta: 0:00:00  lr: 2.406e-02  img/s: 5.41e+02  pen: 6.1e-02  loss: 6.1247 (6.4268)  acc1: 3.5156 (2.5208)  acc5: 11.3281 (8.2940)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [4] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:16  loss: 5.8935 (5.8935)  acc1: 4.6875 (4.6875)  acc5: 20.3125 (20.3125)  time: 2.7807  data: 2.5311  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 3.884 Acc@5 12.552 Loss: 6.090
Test: EMA  [ 0/49]  eta: 0:02:45  loss: 5.6690 (5.6690)  acc1: 3.9062 (3.9062)  acc5: 23.0469 (23.0469)  time: 3.3828  data: 3.1270  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 3.958 Acc@5 12.614 Loss: 6.077
Epoch: [5]  [   0/1251]  eta: 1:13:51  lr: 3.000e-02  img/s: 5.17e+02  pen: 5.8e-02  loss: 5.9962 (5.9962)  acc1: 4.2969 (4.2969)  acc5: 14.4531 (14.4531)  time: 3.5423  data: 3.0474  max mem: 42896
Epoch: [5]  [  10/1251]  eta: 0:15:34  lr: 3.000e-02  img/s: 5.42e+02  pen: 5.4e-02  loss: 6.4769 (6.4354)  acc1: 1.9531 (2.3793)  acc5: 8.9844 (8.5938)  time: 0.7529  data: 0.2773  max mem: 42896
Epoch: [5]  [  20/1251]  eta: 0:12:42  lr: 3.000e-02  img/s: 5.40e+02  pen: 5.4e-02  loss: 6.4305 (6.4004)  acc1: 1.9531 (2.2693)  acc5: 8.2031 (8.7054)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [5]  [  30/1251]  eta: 0:11:39  lr: 3.000e-02  img/s: 5.41e+02  pen: 5.1e-02  loss: 6.2918 (6.3678)  acc1: 2.3438 (2.5202)  acc5: 8.2031 (8.8710)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [5]  [  40/1251]  eta: 0:11:05  lr: 3.000e-02  img/s: 5.41e+02  pen: 6.5e-02  loss: 6.2254 (6.3623)  acc1: 3.1250 (2.6010)  acc5: 8.5938 (8.9748)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [5]  [  50/1251]  eta: 0:10:42  lr: 3.000e-02  img/s: 5.40e+02  pen: 5.3e-02  loss: 6.4386 (6.3818)  acc1: 2.3438 (2.5888)  acc5: 8.5938 (8.8465)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [5]  [  60/1251]  eta: 0:10:24  lr: 3.000e-02  img/s: 5.41e+02  pen: 5.3e-02  loss: 6.4386 (6.3851)  acc1: 1.9531 (2.5807)  acc5: 8.5938 (8.8755)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [5]  [  70/1251]  eta: 0:10:11  lr: 3.000e-02  img/s: 5.42e+02  pen: 5.3e-02  loss: 6.3912 (6.3864)  acc1: 3.1250 (2.6463)  acc5: 8.9844 (8.8853)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [5]  [  80/1251]  eta: 0:10:00  lr: 3.000e-02  img/s: 5.41e+02  pen: 5.8e-02  loss: 6.4439 (6.3901)  acc1: 3.1250 (2.7585)  acc5: 8.9844 (8.9699)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [5]  [  90/1251]  eta: 0:09:49  lr: 3.000e-02  img/s: 5.40e+02  pen: 5.9e-02  loss: 6.4517 (6.4006)  acc1: 3.1250 (2.7215)  acc5: 8.9844 (8.9329)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [5]  [ 100/1251]  eta: 0:09:41  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 6.5855 (6.4132)  acc1: 2.3438 (2.6609)  acc5: 7.4219 (8.8258)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [5]  [ 110/1251]  eta: 0:09:33  lr: 3.000e-02  img/s: 5.42e+02  pen: 5.3e-02  loss: 6.5344 (6.4043)  acc1: 2.7344 (2.7309)  acc5: 8.2031 (8.9316)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [5]  [ 120/1251]  eta: 0:09:25  lr: 3.000e-02  img/s: 5.42e+02  pen: 5.2e-02  loss: 6.2407 (6.4013)  acc1: 3.1250 (2.7699)  acc5: 9.3750 (8.9876)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [5]  [ 130/1251]  eta: 0:09:18  lr: 3.000e-02  img/s: 5.41e+02  pen: 5.7e-02  loss: 6.4404 (6.4036)  acc1: 3.1250 (2.7672)  acc5: 9.3750 (8.9933)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [5]  [ 140/1251]  eta: 0:09:11  lr: 3.000e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 6.5265 (6.4055)  acc1: 2.3438 (2.7344)  acc5: 8.5938 (8.9207)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [5]  [ 150/1251]  eta: 0:09:04  lr: 3.000e-02  img/s: 5.41e+02  pen: 5.2e-02  loss: 6.2700 (6.4037)  acc1: 2.7344 (2.7447)  acc5: 7.8125 (8.9275)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [5]  [ 160/1251]  eta: 0:08:58  lr: 3.000e-02  img/s: 5.10e+02  pen: 5.3e-02  loss: 6.2198 (6.3969)  acc1: 3.1250 (2.7829)  acc5: 10.1562 (9.0183)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [5]  [ 170/1251]  eta: 0:08:52  lr: 3.000e-02  img/s: 5.41e+02  pen: 5.5e-02  loss: 6.2112 (6.3892)  acc1: 2.7344 (2.7732)  acc5: 10.1562 (9.0598)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [5]  [ 180/1251]  eta: 0:08:46  lr: 3.000e-02  img/s: 5.40e+02  pen: 5.2e-02  loss: 6.2377 (6.3904)  acc1: 2.3438 (2.7624)  acc5: 9.3750 (9.0340)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [5]  [ 190/1251]  eta: 0:08:40  lr: 3.000e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 6.4540 (6.3941)  acc1: 2.3438 (2.7507)  acc5: 8.2031 (8.9762)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [5]  [ 200/1251]  eta: 0:08:35  lr: 3.000e-02  img/s: 5.40e+02  pen: 5.5e-02  loss: 6.4840 (6.3946)  acc1: 2.3438 (2.7460)  acc5: 8.5938 (8.9591)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [5]  [ 210/1251]  eta: 0:08:29  lr: 3.000e-02  img/s: 5.41e+02  pen: 5.4e-02  loss: 6.3429 (6.3932)  acc1: 2.7344 (2.7751)  acc5: 8.5938 (8.9770)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [5]  [ 220/1251]  eta: 0:08:23  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 6.4978 (6.3974)  acc1: 2.7344 (2.7609)  acc5: 8.5938 (8.8995)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [5]  [ 230/1251]  eta: 0:08:18  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 6.5516 (6.4020)  acc1: 1.9531 (2.7361)  acc5: 6.6406 (8.8373)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [5]  [ 240/1251]  eta: 0:08:12  lr: 3.000e-02  img/s: 5.40e+02  pen: 5.4e-02  loss: 6.6024 (6.4055)  acc1: 1.9531 (2.7133)  acc5: 6.6406 (8.8158)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [5]  [ 250/1251]  eta: 0:08:07  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 6.5005 (6.4042)  acc1: 2.3438 (2.7204)  acc5: 9.3750 (8.8505)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [5]  [ 260/1251]  eta: 0:08:02  lr: 3.000e-02  img/s: 5.41e+02  pen: 5.2e-02  loss: 6.3216 (6.4037)  acc1: 3.1250 (2.7493)  acc5: 10.1562 (8.9036)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [5]  [ 270/1251]  eta: 0:07:57  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 6.4527 (6.4058)  acc1: 2.3438 (2.7315)  acc5: 10.1562 (8.9037)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [5]  [ 280/1251]  eta: 0:07:51  lr: 3.000e-02  img/s: 5.39e+02  pen: 5.6e-02  loss: 6.3927 (6.4048)  acc1: 2.7344 (2.7566)  acc5: 9.7656 (8.9399)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [5]  [ 290/1251]  eta: 0:07:46  lr: 3.000e-02  img/s: 5.42e+02  pen: 5.1e-02  loss: 6.2974 (6.4034)  acc1: 3.5156 (2.7733)  acc5: 9.7656 (8.9562)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [5]  [ 300/1251]  eta: 0:07:41  lr: 3.000e-02  img/s: 5.41e+02  pen: 5.2e-02  loss: 6.2566 (6.3996)  acc1: 3.5156 (2.7928)  acc5: 9.7656 (8.9999)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [5]  [ 310/1251]  eta: 0:07:36  lr: 3.000e-02  img/s: 5.42e+02  pen: 5.1e-02  loss: 6.2467 (6.3977)  acc1: 2.7344 (2.7896)  acc5: 10.1562 (9.0057)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [5]  [ 320/1251]  eta: 0:07:31  lr: 3.000e-02  img/s: 5.09e+02  pen: 4.8e-02  loss: 6.3914 (6.3984)  acc1: 2.3438 (2.7989)  acc5: 9.7656 (8.9953)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [5]  [ 330/1251]  eta: 0:07:25  lr: 3.000e-02  img/s: 5.39e+02  pen: 5.4e-02  loss: 6.3930 (6.3984)  acc1: 2.7344 (2.8123)  acc5: 8.9844 (9.0033)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [5]  [ 340/1251]  eta: 0:07:20  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 6.4518 (6.3986)  acc1: 2.7344 (2.8272)  acc5: 9.3750 (9.0210)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [5]  [ 350/1251]  eta: 0:07:15  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 6.4399 (6.4008)  acc1: 2.7344 (2.8190)  acc5: 8.5938 (9.0122)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [5]  [ 360/1251]  eta: 0:07:10  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 6.5036 (6.4033)  acc1: 2.7344 (2.8264)  acc5: 8.5938 (9.0071)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [5]  [ 370/1251]  eta: 0:07:05  lr: 3.000e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 6.5036 (6.4024)  acc1: 3.1250 (2.8397)  acc5: 8.9844 (9.0202)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [5]  [ 380/1251]  eta: 0:07:00  lr: 3.000e-02  img/s: 5.40e+02  pen: 5.2e-02  loss: 6.0997 (6.3960)  acc1: 3.5156 (2.8646)  acc5: 10.5469 (9.0838)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [5]  [ 390/1251]  eta: 0:06:55  lr: 3.000e-02  img/s: 5.40e+02  pen: 5.5e-02  loss: 6.1121 (6.3972)  acc1: 3.5156 (2.8722)  acc5: 10.1562 (9.0833)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [5]  [ 400/1251]  eta: 0:06:50  lr: 3.000e-02  img/s: 5.39e+02  pen: 5.1e-02  loss: 6.4028 (6.3946)  acc1: 3.5156 (2.8844)  acc5: 9.3750 (9.1022)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [5]  [ 410/1251]  eta: 0:06:45  lr: 3.000e-02  img/s: 5.40e+02  pen: 5.5e-02  loss: 6.2337 (6.3917)  acc1: 3.1250 (2.9026)  acc5: 10.1562 (9.1488)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [5]  [ 420/1251]  eta: 0:06:40  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 6.2337 (6.3922)  acc1: 2.7344 (2.8893)  acc5: 10.1562 (9.1338)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [5]  [ 430/1251]  eta: 0:06:35  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 6.4547 (6.3933)  acc1: 2.3438 (2.8939)  acc5: 8.2031 (9.1294)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [5]  [ 440/1251]  eta: 0:06:30  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 6.5242 (6.3941)  acc1: 2.3438 (2.8850)  acc5: 8.2031 (9.1040)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [5]  [ 450/1251]  eta: 0:06:26  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 6.4796 (6.3951)  acc1: 2.3438 (2.8963)  acc5: 8.9844 (9.1186)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [5]  [ 460/1251]  eta: 0:06:21  lr: 3.000e-02  img/s: 5.40e+02  pen: 5.3e-02  loss: 6.4746 (6.3943)  acc1: 3.5156 (2.9030)  acc5: 9.3750 (9.1538)  time: 0.4770  data: 0.0003  max mem: 42896
Epoch: [5]  [ 470/1251]  eta: 0:06:16  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 6.4987 (6.3961)  acc1: 2.7344 (2.9119)  acc5: 8.5938 (9.1478)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [5]  [ 480/1251]  eta: 0:06:11  lr: 3.000e-02  img/s: 5.08e+02  pen: 5.5e-02  loss: 6.4082 (6.3942)  acc1: 2.7344 (2.9212)  acc5: 8.5938 (9.1874)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [5]  [ 490/1251]  eta: 0:06:06  lr: 3.000e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 6.2524 (6.3932)  acc1: 2.3438 (2.9174)  acc5: 9.7656 (9.1936)  time: 0.4850  data: 0.0004  max mem: 42896
Epoch: [5]  [ 500/1251]  eta: 0:06:01  lr: 3.000e-02  img/s: 5.42e+02  pen: 5.1e-02  loss: 6.0906 (6.3881)  acc1: 2.3438 (2.9324)  acc5: 11.7188 (9.2518)  time: 0.4830  data: 0.0003  max mem: 42896
Epoch: [5]  [ 510/1251]  eta: 0:05:56  lr: 3.000e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 6.0473 (6.3855)  acc1: 3.1250 (2.9385)  acc5: 11.7188 (9.2687)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [5]  [ 520/1251]  eta: 0:05:51  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 6.1141 (6.3824)  acc1: 3.1250 (2.9458)  acc5: 11.7188 (9.3045)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [5]  [ 530/1251]  eta: 0:05:47  lr: 3.000e-02  img/s: 5.41e+02  pen: 5.4e-02  loss: 6.1173 (6.3784)  acc1: 3.1250 (2.9514)  acc5: 12.1094 (9.3559)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [5]  [ 540/1251]  eta: 0:05:42  lr: 3.000e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 6.1429 (6.3804)  acc1: 2.7344 (2.9510)  acc5: 11.3281 (9.3541)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [5]  [ 550/1251]  eta: 0:05:37  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 6.5533 (6.3810)  acc1: 3.1250 (2.9563)  acc5: 8.5938 (9.3594)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [5]  [ 560/1251]  eta: 0:05:32  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 6.2504 (6.3788)  acc1: 3.1250 (2.9558)  acc5: 9.3750 (9.3694)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [5]  [ 570/1251]  eta: 0:05:27  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 6.3315 (6.3799)  acc1: 2.7344 (2.9574)  acc5: 9.3750 (9.3729)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [5]  [ 580/1251]  eta: 0:05:22  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 6.4536 (6.3786)  acc1: 3.1250 (2.9677)  acc5: 9.3750 (9.3884)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [5]  [ 590/1251]  eta: 0:05:17  lr: 3.000e-02  img/s: 5.40e+02  pen: 5.4e-02  loss: 6.4396 (6.3786)  acc1: 3.1250 (2.9657)  acc5: 9.3750 (9.3981)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [5]  [ 600/1251]  eta: 0:05:12  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 6.3820 (6.3773)  acc1: 3.5156 (2.9762)  acc5: 11.3281 (9.4140)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [5]  [ 610/1251]  eta: 0:05:08  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 6.3190 (6.3781)  acc1: 3.5156 (2.9773)  acc5: 10.9375 (9.4159)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [5]  [ 620/1251]  eta: 0:05:03  lr: 3.000e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 6.4175 (6.3783)  acc1: 2.7344 (2.9740)  acc5: 10.1562 (9.4109)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [5]  [ 630/1251]  eta: 0:04:58  lr: 3.000e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 6.2973 (6.3763)  acc1: 3.1250 (2.9795)  acc5: 10.1562 (9.4326)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [5]  [ 640/1251]  eta: 0:04:53  lr: 3.000e-02  img/s: 5.08e+02  pen: 5.2e-02  loss: 6.2391 (6.3742)  acc1: 3.9062 (2.9946)  acc5: 12.1094 (9.4798)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [5]  [ 650/1251]  eta: 0:04:48  lr: 3.000e-02  img/s: 5.39e+02  pen: 5.3e-02  loss: 6.2937 (6.3728)  acc1: 3.9062 (3.0044)  acc5: 12.1094 (9.4944)  time: 0.4871  data: 0.0003  max mem: 42896
Epoch: [5]  [ 660/1251]  eta: 0:04:43  lr: 3.000e-02  img/s: 5.40e+02  pen: 5.3e-02  loss: 6.3245 (6.3713)  acc1: 3.1250 (3.0044)  acc5: 11.3281 (9.5162)  time: 0.4857  data: 0.0003  max mem: 42896
Epoch: [5]  [ 670/1251]  eta: 0:04:39  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 6.4659 (6.3727)  acc1: 2.3438 (3.0010)  acc5: 8.9844 (9.5048)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [5]  [ 680/1251]  eta: 0:04:34  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 6.4722 (6.3730)  acc1: 2.7344 (2.9965)  acc5: 8.5938 (9.5018)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [5]  [ 690/1251]  eta: 0:04:29  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 6.4722 (6.3743)  acc1: 2.7344 (2.9944)  acc5: 8.2031 (9.4903)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [5]  [ 700/1251]  eta: 0:04:24  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 6.1972 (6.3718)  acc1: 3.1250 (3.0030)  acc5: 11.7188 (9.5115)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [5]  [ 710/1251]  eta: 0:04:19  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 6.2052 (6.3730)  acc1: 2.3438 (2.9964)  acc5: 10.9375 (9.5063)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [5]  [ 720/1251]  eta: 0:04:14  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 6.2877 (6.3714)  acc1: 2.3438 (2.9961)  acc5: 10.9375 (9.5272)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [5]  [ 730/1251]  eta: 0:04:10  lr: 3.000e-02  img/s: 5.40e+02  pen: 5.2e-02  loss: 6.1749 (6.3703)  acc1: 2.7344 (3.0021)  acc5: 10.9375 (9.5396)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [5]  [ 740/1251]  eta: 0:04:05  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 6.4735 (6.3711)  acc1: 2.7344 (2.9995)  acc5: 8.9844 (9.5342)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [5]  [ 750/1251]  eta: 0:04:00  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 6.4608 (6.3700)  acc1: 2.3438 (2.9981)  acc5: 9.3750 (9.5446)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [5]  [ 760/1251]  eta: 0:03:55  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 6.2534 (6.3690)  acc1: 2.7344 (2.9992)  acc5: 10.1562 (9.5562)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [5]  [ 770/1251]  eta: 0:03:50  lr: 3.000e-02  img/s: 5.40e+02  pen: 5.5e-02  loss: 5.9926 (6.3648)  acc1: 3.5156 (3.0125)  acc5: 12.1094 (9.6121)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [5]  [ 780/1251]  eta: 0:03:45  lr: 3.000e-02  img/s: 5.38e+02  pen: 4.8e-02  loss: 5.9926 (6.3626)  acc1: 3.9062 (3.0210)  acc5: 13.2812 (9.6461)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [5]  [ 790/1251]  eta: 0:03:41  lr: 3.000e-02  img/s: 5.38e+02  pen: 5.0e-02  loss: 6.2128 (6.3623)  acc1: 3.5156 (3.0154)  acc5: 10.9375 (9.6432)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [5]  [ 800/1251]  eta: 0:03:36  lr: 3.000e-02  img/s: 5.11e+02  pen: 4.7e-02  loss: 6.3383 (6.3626)  acc1: 2.7344 (3.0143)  acc5: 9.7656 (9.6403)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [5]  [ 810/1251]  eta: 0:03:31  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 6.4561 (6.3632)  acc1: 2.3438 (3.0147)  acc5: 8.2031 (9.6394)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [5]  [ 820/1251]  eta: 0:03:26  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 6.4469 (6.3636)  acc1: 3.1250 (3.0175)  acc5: 9.7656 (9.6381)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [5]  [ 830/1251]  eta: 0:03:21  lr: 3.000e-02  img/s: 5.40e+02  pen: 5.9e-02  loss: 6.3410 (6.3631)  acc1: 3.5156 (3.0221)  acc5: 10.1562 (9.6490)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [5]  [ 840/1251]  eta: 0:03:17  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 6.3533 (6.3622)  acc1: 2.7344 (3.0275)  acc5: 10.5469 (9.6653)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [5]  [ 850/1251]  eta: 0:03:12  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 6.3708 (6.3627)  acc1: 3.1250 (3.0318)  acc5: 10.1562 (9.6701)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [5]  [ 860/1251]  eta: 0:03:07  lr: 3.000e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 6.3450 (6.3612)  acc1: 3.9062 (3.0370)  acc5: 10.5469 (9.6831)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [5]  [ 870/1251]  eta: 0:03:02  lr: 3.000e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 6.2425 (6.3608)  acc1: 3.5156 (3.0416)  acc5: 11.3281 (9.6907)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [5]  [ 880/1251]  eta: 0:02:57  lr: 3.000e-02  img/s: 5.42e+02  pen: 5.5e-02  loss: 6.3940 (6.3606)  acc1: 3.5156 (3.0430)  acc5: 10.5469 (9.6938)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [5]  [ 890/1251]  eta: 0:02:52  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 6.3512 (6.3596)  acc1: 3.5156 (3.0549)  acc5: 10.9375 (9.7042)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [5]  [ 900/1251]  eta: 0:02:48  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 6.1214 (6.3580)  acc1: 3.9062 (3.0621)  acc5: 11.7188 (9.7201)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [5]  [ 910/1251]  eta: 0:02:43  lr: 3.000e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 6.2716 (6.3579)  acc1: 3.9062 (3.0688)  acc5: 12.1094 (9.7420)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [5]  [ 920/1251]  eta: 0:02:38  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 6.2716 (6.3571)  acc1: 3.9062 (3.0699)  acc5: 10.9375 (9.7533)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [5]  [ 930/1251]  eta: 0:02:33  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 6.2717 (6.3569)  acc1: 3.5156 (3.0738)  acc5: 10.9375 (9.7522)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [5]  [ 940/1251]  eta: 0:02:28  lr: 3.000e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 6.0529 (6.3537)  acc1: 3.9062 (3.0847)  acc5: 12.1094 (9.7839)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [5]  [ 950/1251]  eta: 0:02:24  lr: 3.000e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 6.0519 (6.3539)  acc1: 3.5156 (3.0827)  acc5: 13.2812 (9.7923)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [5]  [ 960/1251]  eta: 0:02:19  lr: 3.000e-02  img/s: 5.07e+02  pen: 5.5e-02  loss: 6.4260 (6.3536)  acc1: 3.5156 (3.0864)  acc5: 10.1562 (9.7847)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [5]  [ 970/1251]  eta: 0:02:14  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 6.2308 (6.3521)  acc1: 3.9062 (3.0952)  acc5: 11.7188 (9.8103)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [5]  [ 980/1251]  eta: 0:02:09  lr: 3.000e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 6.1627 (6.3507)  acc1: 3.5156 (3.1035)  acc5: 12.1094 (9.8345)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [5]  [ 990/1251]  eta: 0:02:04  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 6.4034 (6.3512)  acc1: 3.5156 (3.1081)  acc5: 11.7188 (9.8468)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [5]  [1000/1251]  eta: 0:02:00  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 6.2836 (6.3497)  acc1: 3.5156 (3.1121)  acc5: 11.7188 (9.8655)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [5]  [1010/1251]  eta: 0:01:55  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 6.1746 (6.3488)  acc1: 3.1250 (3.1138)  acc5: 10.9375 (9.8781)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [5]  [1020/1251]  eta: 0:01:50  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 6.1291 (6.3467)  acc1: 3.5156 (3.1261)  acc5: 12.5000 (9.9183)  time: 0.4811  data: 0.0003  max mem: 42896
Epoch: [5]  [1030/1251]  eta: 0:01:45  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 6.0672 (6.3445)  acc1: 4.2969 (3.1371)  acc5: 13.2812 (9.9441)  time: 0.4832  data: 0.0003  max mem: 42896
Epoch: [5]  [1040/1251]  eta: 0:01:41  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 6.1059 (6.3444)  acc1: 3.1250 (3.1378)  acc5: 10.5469 (9.9412)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [5]  [1050/1251]  eta: 0:01:36  lr: 3.000e-02  img/s: 5.42e+02  pen: 5.5e-02  loss: 6.4048 (6.3450)  acc1: 2.7344 (3.1354)  acc5: 9.3750 (9.9477)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [5]  [1060/1251]  eta: 0:01:31  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 6.3776 (6.3441)  acc1: 3.1250 (3.1368)  acc5: 10.5469 (9.9563)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [5]  [1070/1251]  eta: 0:01:26  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 6.1711 (6.3430)  acc1: 3.1250 (3.1407)  acc5: 11.3281 (9.9666)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [5]  [1080/1251]  eta: 0:01:21  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 6.2185 (6.3438)  acc1: 3.5156 (3.1402)  acc5: 10.5469 (9.9655)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [5]  [1090/1251]  eta: 0:01:17  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 6.3466 (6.3433)  acc1: 3.5156 (3.1433)  acc5: 9.7656 (9.9747)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [5]  [1100/1251]  eta: 0:01:12  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 6.4317 (6.3436)  acc1: 2.7344 (3.1374)  acc5: 9.7656 (9.9767)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [5]  [1110/1251]  eta: 0:01:07  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 6.2820 (6.3426)  acc1: 2.7344 (3.1479)  acc5: 11.3281 (9.9942)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [5]  [1120/1251]  eta: 0:01:02  lr: 3.000e-02  img/s: 5.06e+02  pen: 4.6e-02  loss: 6.2205 (6.3430)  acc1: 3.9062 (3.1518)  acc5: 11.7188 (9.9963)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [5]  [1130/1251]  eta: 0:00:57  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 6.3561 (6.3430)  acc1: 3.5156 (3.1537)  acc5: 9.3750 (9.9925)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [5]  [1140/1251]  eta: 0:00:53  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 6.2063 (6.3420)  acc1: 3.5156 (3.1558)  acc5: 10.9375 (10.0039)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [5]  [1150/1251]  eta: 0:00:48  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 6.1826 (6.3414)  acc1: 3.5156 (3.1627)  acc5: 10.9375 (10.0185)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [5]  [1160/1251]  eta: 0:00:43  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 6.3544 (6.3410)  acc1: 4.2969 (3.1677)  acc5: 10.9375 (10.0281)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [5]  [1170/1251]  eta: 0:00:38  lr: 3.000e-02  img/s: 5.37e+02  pen: 4.4e-02  loss: 6.2884 (6.3402)  acc1: 3.9062 (3.1757)  acc5: 11.3281 (10.0378)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [5]  [1180/1251]  eta: 0:00:33  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 6.3424 (6.3396)  acc1: 3.5156 (3.1756)  acc5: 10.5469 (10.0428)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [5]  [1190/1251]  eta: 0:00:29  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 6.3211 (6.3390)  acc1: 3.1250 (3.1831)  acc5: 10.5469 (10.0611)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [5]  [1200/1251]  eta: 0:00:24  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 6.1927 (6.3376)  acc1: 3.9062 (3.1871)  acc5: 12.1094 (10.0788)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [5]  [1210/1251]  eta: 0:00:19  lr: 3.000e-02  img/s: 5.42e+02  pen: 5.1e-02  loss: 6.2397 (6.3377)  acc1: 3.9062 (3.1918)  acc5: 11.3281 (10.0834)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [5]  [1220/1251]  eta: 0:00:14  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 6.3564 (6.3371)  acc1: 3.5156 (3.1963)  acc5: 11.3281 (10.0980)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [5]  [1230/1251]  eta: 0:00:10  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 6.4962 (6.3376)  acc1: 3.1250 (3.1926)  acc5: 8.9844 (10.0788)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [5]  [1240/1251]  eta: 0:00:05  lr: 3.000e-02  img/s: 5.41e+02  pen: 5.1e-02  loss: 6.0999 (6.3352)  acc1: 3.9062 (3.2037)  acc5: 11.7188 (10.1097)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [5]  [1250/1251]  eta: 0:00:00  lr: 3.000e-02  img/s: 5.42e+02  pen: 5.6e-02  loss: 6.0251 (6.3347)  acc1: 4.6875 (3.2102)  acc5: 12.8906 (10.1213)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [5] Total time: 0:09:59
Test:   [ 0/49]  eta: 0:02:25  loss: 6.3818 (6.3818)  acc1: 2.3438 (2.3438)  acc5: 10.1562 (10.1562)  time: 2.9668  data: 2.7136  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 3.340 Acc@5 10.370 Loss: 6.373
Test: EMA  [ 0/49]  eta: 0:02:42  loss: 5.9338 (5.9338)  acc1: 4.6875 (4.6875)  acc5: 17.9688 (17.9688)  time: 3.3194  data: 3.0656  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 4.092 Acc@5 12.928 Loss: 6.050
Epoch: [6]  [   0/1251]  eta: 1:19:53  lr: 3.000e-02  img/s: 5.12e+02  pen: 4.6e-02  loss: 6.5606 (6.5606)  acc1: 2.7344 (2.7344)  acc5: 8.9844 (8.9844)  time: 3.8319  data: 3.3318  max mem: 42896
Epoch: [6]  [  10/1251]  eta: 0:16:07  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 6.2208 (6.1809)  acc1: 4.2969 (4.0483)  acc5: 11.7188 (12.3224)  time: 0.7793  data: 0.3032  max mem: 42896
Epoch: [6]  [  20/1251]  eta: 0:13:00  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 6.3191 (6.2812)  acc1: 3.5156 (3.8132)  acc5: 11.7188 (11.7001)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [6]  [  30/1251]  eta: 0:11:51  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 6.4280 (6.2710)  acc1: 3.1250 (3.7046)  acc5: 9.7656 (11.3281)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [6]  [  40/1251]  eta: 0:11:14  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 6.4025 (6.2783)  acc1: 3.5156 (3.6871)  acc5: 9.7656 (11.2900)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [6]  [  50/1251]  eta: 0:10:49  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 6.2410 (6.2724)  acc1: 3.5156 (3.6688)  acc5: 11.3281 (11.3051)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [6]  [  60/1251]  eta: 0:10:30  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 6.3304 (6.2808)  acc1: 3.1250 (3.6373)  acc5: 10.1562 (11.2641)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [6]  [  70/1251]  eta: 0:10:16  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 6.3393 (6.2700)  acc1: 3.5156 (3.7192)  acc5: 11.7188 (11.4107)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [6]  [  80/1251]  eta: 0:10:04  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 6.0128 (6.2453)  acc1: 4.6875 (3.8339)  acc5: 13.2812 (11.7429)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [6]  [  90/1251]  eta: 0:09:54  lr: 3.000e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 6.1154 (6.2499)  acc1: 4.6875 (3.8848)  acc5: 13.2812 (11.7488)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [6]  [ 100/1251]  eta: 0:09:45  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 6.2228 (6.2566)  acc1: 3.5156 (3.8328)  acc5: 10.5469 (11.6878)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [6]  [ 110/1251]  eta: 0:09:36  lr: 3.000e-02  img/s: 5.41e+02  pen: 5.3e-02  loss: 6.3390 (6.2615)  acc1: 3.5156 (3.8183)  acc5: 9.7656 (11.5428)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [6]  [ 120/1251]  eta: 0:09:28  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 6.3568 (6.2695)  acc1: 3.1250 (3.7674)  acc5: 8.9844 (11.3895)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [6]  [ 130/1251]  eta: 0:09:21  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 6.3808 (6.2762)  acc1: 3.1250 (3.7333)  acc5: 9.7656 (11.3162)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [6]  [ 140/1251]  eta: 0:09:14  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 6.3671 (6.2727)  acc1: 3.5156 (3.7760)  acc5: 11.7188 (11.4639)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [6]  [ 150/1251]  eta: 0:09:07  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 6.3522 (6.2769)  acc1: 3.5156 (3.7691)  acc5: 11.7188 (11.4161)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [6]  [ 160/1251]  eta: 0:09:01  lr: 3.000e-02  img/s: 5.04e+02  pen: 4.3e-02  loss: 6.3404 (6.2728)  acc1: 3.5156 (3.7995)  acc5: 11.3281 (11.5004)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [6]  [ 170/1251]  eta: 0:08:54  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 6.3039 (6.2815)  acc1: 3.5156 (3.7486)  acc5: 10.5469 (11.3875)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [6]  [ 180/1251]  eta: 0:08:48  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 6.3039 (6.2706)  acc1: 3.1250 (3.7552)  acc5: 12.5000 (11.5288)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [6]  [ 190/1251]  eta: 0:08:42  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 5.9216 (6.2635)  acc1: 3.9062 (3.8040)  acc5: 14.8438 (11.6369)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [6]  [ 200/1251]  eta: 0:08:36  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 6.1523 (6.2667)  acc1: 3.9062 (3.8149)  acc5: 12.8906 (11.6527)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [6]  [ 210/1251]  eta: 0:08:31  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 6.3273 (6.2665)  acc1: 3.5156 (3.8118)  acc5: 12.1094 (11.6299)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [6]  [ 220/1251]  eta: 0:08:25  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 6.2090 (6.2634)  acc1: 3.9062 (3.8515)  acc5: 12.1094 (11.7170)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [6]  [ 230/1251]  eta: 0:08:19  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 6.3570 (6.2672)  acc1: 4.2969 (3.8488)  acc5: 12.1094 (11.6799)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [6]  [ 240/1251]  eta: 0:08:14  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 6.2795 (6.2641)  acc1: 3.9062 (3.8836)  acc5: 12.5000 (11.7171)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [6]  [ 250/1251]  eta: 0:08:08  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 6.2196 (6.2668)  acc1: 3.9062 (3.8658)  acc5: 12.8906 (11.7047)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [6]  [ 260/1251]  eta: 0:08:03  lr: 3.000e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 6.2196 (6.2637)  acc1: 4.2969 (3.8928)  acc5: 12.8906 (11.7636)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [6]  [ 270/1251]  eta: 0:07:58  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 6.1689 (6.2630)  acc1: 4.6875 (3.9163)  acc5: 13.6719 (11.8355)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [6]  [ 280/1251]  eta: 0:07:52  lr: 3.000e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 6.2114 (6.2613)  acc1: 3.9062 (3.9243)  acc5: 13.2812 (11.8564)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [6]  [ 290/1251]  eta: 0:07:47  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 6.2401 (6.2606)  acc1: 4.2969 (3.9505)  acc5: 12.8906 (11.8973)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [6]  [ 300/1251]  eta: 0:07:42  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 6.3453 (6.2632)  acc1: 4.6875 (3.9582)  acc5: 13.2812 (11.9004)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [6]  [ 310/1251]  eta: 0:07:37  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 6.1893 (6.2579)  acc1: 4.6875 (3.9954)  acc5: 13.2812 (11.9411)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [6]  [ 320/1251]  eta: 0:07:31  lr: 3.000e-02  img/s: 5.10e+02  pen: 4.5e-02  loss: 5.9757 (6.2528)  acc1: 5.4688 (4.0425)  acc5: 14.4531 (12.0011)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [6]  [ 330/1251]  eta: 0:07:26  lr: 3.000e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 5.9948 (6.2518)  acc1: 4.6875 (4.0561)  acc5: 13.2812 (12.0504)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [6]  [ 340/1251]  eta: 0:07:21  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 6.2499 (6.2530)  acc1: 3.9062 (4.0643)  acc5: 12.5000 (12.0372)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [6]  [ 350/1251]  eta: 0:07:16  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 6.3203 (6.2543)  acc1: 3.5156 (4.0487)  acc5: 10.5469 (11.9981)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [6]  [ 360/1251]  eta: 0:07:11  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 6.3096 (6.2542)  acc1: 3.1250 (4.0372)  acc5: 10.1562 (11.9871)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [6]  [ 370/1251]  eta: 0:07:06  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 6.0673 (6.2518)  acc1: 4.2969 (4.0515)  acc5: 13.2812 (11.9978)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [6]  [ 380/1251]  eta: 0:07:01  lr: 3.000e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 6.4615 (6.2566)  acc1: 3.5156 (4.0262)  acc5: 11.3281 (11.9330)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [6]  [ 390/1251]  eta: 0:06:56  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 6.4354 (6.2555)  acc1: 3.5156 (4.0331)  acc5: 9.3750 (11.9295)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [6]  [ 400/1251]  eta: 0:06:51  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 6.0692 (6.2533)  acc1: 3.9062 (4.0329)  acc5: 12.1094 (11.9652)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [6]  [ 410/1251]  eta: 0:06:46  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 6.0692 (6.2511)  acc1: 3.9062 (4.0403)  acc5: 12.1094 (11.9687)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [6]  [ 420/1251]  eta: 0:06:41  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 6.1080 (6.2502)  acc1: 3.1250 (4.0306)  acc5: 10.9375 (11.9646)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [6]  [ 430/1251]  eta: 0:06:36  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 6.2375 (6.2498)  acc1: 3.1250 (4.0177)  acc5: 10.9375 (11.9517)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [6]  [ 440/1251]  eta: 0:06:31  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 6.2822 (6.2506)  acc1: 3.1250 (4.0214)  acc5: 10.9375 (11.9712)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [6]  [ 450/1251]  eta: 0:06:26  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 6.2870 (6.2500)  acc1: 4.2969 (4.0275)  acc5: 10.9375 (11.9812)  time: 0.4770  data: 0.0003  max mem: 42896
Epoch: [6]  [ 460/1251]  eta: 0:06:21  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 6.1619 (6.2487)  acc1: 3.9062 (4.0257)  acc5: 12.1094 (11.9899)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [6]  [ 470/1251]  eta: 0:06:16  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 6.0143 (6.2437)  acc1: 3.9062 (4.0315)  acc5: 13.6719 (12.0405)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [6]  [ 480/1251]  eta: 0:06:11  lr: 3.000e-02  img/s: 5.08e+02  pen: 4.6e-02  loss: 6.1826 (6.2466)  acc1: 3.9062 (4.0208)  acc5: 13.6719 (12.0160)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [6]  [ 490/1251]  eta: 0:06:06  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 6.1919 (6.2428)  acc1: 4.2969 (4.0343)  acc5: 12.8906 (12.0640)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [6]  [ 500/1251]  eta: 0:06:01  lr: 3.000e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 6.0197 (6.2417)  acc1: 4.2969 (4.0279)  acc5: 13.2812 (12.0517)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [6]  [ 510/1251]  eta: 0:05:56  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 6.2676 (6.2415)  acc1: 3.1250 (4.0194)  acc5: 12.5000 (12.0268)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [6]  [ 520/1251]  eta: 0:05:51  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 6.2676 (6.2416)  acc1: 3.1250 (4.0022)  acc5: 10.9375 (12.0007)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [6]  [ 530/1251]  eta: 0:05:47  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 6.3433 (6.2415)  acc1: 3.9062 (4.0041)  acc5: 11.7188 (12.0115)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [6]  [ 540/1251]  eta: 0:05:42  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 6.3433 (6.2394)  acc1: 4.2969 (4.0073)  acc5: 12.1094 (12.0415)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [6]  [ 550/1251]  eta: 0:05:37  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 6.3448 (6.2388)  acc1: 4.2969 (4.0090)  acc5: 10.9375 (12.0442)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [6]  [ 560/1251]  eta: 0:05:32  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 5.9431 (6.2350)  acc1: 4.2969 (4.0288)  acc5: 13.2812 (12.1017)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [6]  [ 570/1251]  eta: 0:05:27  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.8864 (6.2313)  acc1: 5.0781 (4.0424)  acc5: 13.2812 (12.1361)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [6]  [ 580/1251]  eta: 0:05:22  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 6.1374 (6.2318)  acc1: 3.5156 (4.0333)  acc5: 12.1094 (12.1430)  time: 0.4771  data: 0.0004  max mem: 42896
Epoch: [6]  [ 590/1251]  eta: 0:05:17  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 6.1714 (6.2302)  acc1: 4.2969 (4.0484)  acc5: 14.4531 (12.1814)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [6]  [ 600/1251]  eta: 0:05:12  lr: 3.000e-02  img/s: 5.36e+02  pen: 4.5e-02  loss: 6.1225 (6.2295)  acc1: 4.6875 (4.0544)  acc5: 14.8438 (12.1971)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [6]  [ 610/1251]  eta: 0:05:08  lr: 3.000e-02  img/s: 5.37e+02  pen: 4.5e-02  loss: 5.9707 (6.2244)  acc1: 5.4688 (4.0936)  acc5: 15.2344 (12.2794)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [6]  [ 620/1251]  eta: 0:05:03  lr: 3.000e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 6.1176 (6.2238)  acc1: 5.8594 (4.1038)  acc5: 16.0156 (12.3163)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [6]  [ 630/1251]  eta: 0:04:58  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 6.2495 (6.2235)  acc1: 4.2969 (4.1062)  acc5: 13.6719 (12.3186)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [6]  [ 640/1251]  eta: 0:04:53  lr: 3.000e-02  img/s: 4.98e+02  pen: 4.4e-02  loss: 6.2801 (6.2240)  acc1: 3.9062 (4.1061)  acc5: 11.7188 (12.3275)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [6]  [ 650/1251]  eta: 0:04:48  lr: 3.000e-02  img/s: 5.35e+02  pen: 4.5e-02  loss: 6.2498 (6.2253)  acc1: 3.5156 (4.1025)  acc5: 12.8906 (12.3176)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [6]  [ 660/1251]  eta: 0:04:43  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 6.1911 (6.2240)  acc1: 4.2969 (4.1113)  acc5: 12.8906 (12.3345)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [6]  [ 670/1251]  eta: 0:04:38  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 6.1911 (6.2248)  acc1: 4.2969 (4.1164)  acc5: 12.1094 (12.3428)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [6]  [ 680/1251]  eta: 0:04:34  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 6.0436 (6.2212)  acc1: 4.6875 (4.1374)  acc5: 14.0625 (12.3887)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [6]  [ 690/1251]  eta: 0:04:29  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 6.0436 (6.2214)  acc1: 4.6875 (4.1454)  acc5: 14.0625 (12.4022)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [6]  [ 700/1251]  eta: 0:04:24  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 6.2598 (6.2208)  acc1: 3.9062 (4.1464)  acc5: 12.8906 (12.4136)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [6]  [ 710/1251]  eta: 0:04:19  lr: 3.000e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 5.9638 (6.2186)  acc1: 5.0781 (4.1645)  acc5: 14.4531 (12.4451)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [6]  [ 720/1251]  eta: 0:04:14  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 6.2100 (6.2201)  acc1: 5.0781 (4.1663)  acc5: 13.6719 (12.4301)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [6]  [ 730/1251]  eta: 0:04:09  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 6.3410 (6.2202)  acc1: 4.6875 (4.1670)  acc5: 11.7188 (12.4257)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [6]  [ 740/1251]  eta: 0:04:05  lr: 3.000e-02  img/s: 5.40e+02  pen: 5.3e-02  loss: 6.1859 (6.2192)  acc1: 4.6875 (4.1698)  acc5: 12.8906 (12.4436)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [6]  [ 750/1251]  eta: 0:04:00  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 5.9258 (6.2167)  acc1: 5.0781 (4.1856)  acc5: 15.2344 (12.4605)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [6]  [ 760/1251]  eta: 0:03:55  lr: 3.000e-02  img/s: 5.37e+02  pen: 4.7e-02  loss: 5.9258 (6.2148)  acc1: 4.6875 (4.1916)  acc5: 15.2344 (12.4882)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [6]  [ 770/1251]  eta: 0:03:50  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 6.0263 (6.2151)  acc1: 4.2969 (4.1930)  acc5: 14.0625 (12.4858)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [6]  [ 780/1251]  eta: 0:03:45  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 6.1096 (6.2142)  acc1: 4.2969 (4.1968)  acc5: 12.8906 (12.4995)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [6]  [ 790/1251]  eta: 0:03:40  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 6.1333 (6.2139)  acc1: 5.0781 (4.2070)  acc5: 13.2812 (12.5074)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [6]  [ 800/1251]  eta: 0:03:36  lr: 3.000e-02  img/s: 5.09e+02  pen: 4.6e-02  loss: 6.1003 (6.2116)  acc1: 5.0781 (4.2247)  acc5: 13.6719 (12.5410)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [6]  [ 810/1251]  eta: 0:03:31  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 6.3009 (6.2144)  acc1: 3.9062 (4.2140)  acc5: 12.1094 (12.5144)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [6]  [ 820/1251]  eta: 0:03:26  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 6.3009 (6.2117)  acc1: 3.9062 (4.2255)  acc5: 12.1094 (12.5305)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [6]  [ 830/1251]  eta: 0:03:21  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 5.8781 (6.2093)  acc1: 4.6875 (4.2297)  acc5: 15.6250 (12.5578)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [6]  [ 840/1251]  eta: 0:03:16  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 6.1708 (6.2105)  acc1: 3.9062 (4.2267)  acc5: 13.6719 (12.5446)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [6]  [ 850/1251]  eta: 0:03:12  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 6.2152 (6.2096)  acc1: 3.9062 (4.2248)  acc5: 13.2812 (12.5500)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [6]  [ 860/1251]  eta: 0:03:07  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 6.1273 (6.2088)  acc1: 4.6875 (4.2297)  acc5: 14.0625 (12.5649)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [6]  [ 870/1251]  eta: 0:03:02  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 6.2340 (6.2094)  acc1: 4.6875 (4.2283)  acc5: 12.8906 (12.5574)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [6]  [ 880/1251]  eta: 0:02:57  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 6.1897 (6.2076)  acc1: 4.2969 (4.2348)  acc5: 13.6719 (12.5838)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [6]  [ 890/1251]  eta: 0:02:52  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 6.1833 (6.2072)  acc1: 4.2969 (4.2324)  acc5: 13.6719 (12.5772)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [6]  [ 900/1251]  eta: 0:02:48  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 6.2452 (6.2068)  acc1: 4.6875 (4.2475)  acc5: 13.6719 (12.5880)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [6]  [ 910/1251]  eta: 0:02:43  lr: 3.000e-02  img/s: 5.37e+02  pen: 4.6e-02  loss: 6.2452 (6.2067)  acc1: 4.6875 (4.2493)  acc5: 12.8906 (12.5793)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [6]  [ 920/1251]  eta: 0:02:38  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 6.3019 (6.2061)  acc1: 4.6875 (4.2583)  acc5: 11.7188 (12.5895)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [6]  [ 930/1251]  eta: 0:02:33  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 6.2546 (6.2050)  acc1: 4.6875 (4.2704)  acc5: 12.1094 (12.6095)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [6]  [ 940/1251]  eta: 0:02:28  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 6.1182 (6.2039)  acc1: 4.2969 (4.2799)  acc5: 14.4531 (12.6324)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [6]  [ 950/1251]  eta: 0:02:24  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 6.0235 (6.2028)  acc1: 4.2969 (4.2841)  acc5: 13.6719 (12.6360)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [6]  [ 960/1251]  eta: 0:02:19  lr: 3.000e-02  img/s: 5.08e+02  pen: 4.5e-02  loss: 6.1343 (6.2027)  acc1: 4.2969 (4.2847)  acc5: 12.8906 (12.6362)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [6]  [ 970/1251]  eta: 0:02:14  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 6.1363 (6.2028)  acc1: 5.0781 (4.2933)  acc5: 12.8906 (12.6384)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [6]  [ 980/1251]  eta: 0:02:09  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 6.2596 (6.2035)  acc1: 5.0781 (4.2965)  acc5: 12.8906 (12.6330)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [6]  [ 990/1251]  eta: 0:02:04  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 6.4375 (6.2049)  acc1: 3.9062 (4.2870)  acc5: 12.5000 (12.6194)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [6]  [1000/1251]  eta: 0:02:00  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 6.1593 (6.2024)  acc1: 3.9062 (4.2984)  acc5: 12.5000 (12.6514)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [6]  [1010/1251]  eta: 0:01:55  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 6.1913 (6.2024)  acc1: 5.4688 (4.3058)  acc5: 15.2344 (12.6681)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [6]  [1020/1251]  eta: 0:01:50  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 6.2016 (6.1997)  acc1: 5.4688 (4.3214)  acc5: 16.0156 (12.7035)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [6]  [1030/1251]  eta: 0:01:45  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 5.9592 (6.1987)  acc1: 5.0781 (4.3268)  acc5: 17.1875 (12.7258)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [6]  [1040/1251]  eta: 0:01:40  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 6.0374 (6.1980)  acc1: 4.6875 (4.3303)  acc5: 14.4531 (12.7300)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [6]  [1050/1251]  eta: 0:01:36  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 6.0384 (6.1973)  acc1: 5.0781 (4.3366)  acc5: 14.0625 (12.7427)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [6]  [1060/1251]  eta: 0:01:31  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 6.3066 (6.1983)  acc1: 3.5156 (4.3271)  acc5: 11.3281 (12.7382)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [6]  [1070/1251]  eta: 0:01:26  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 6.3620 (6.1988)  acc1: 3.1250 (4.3253)  acc5: 11.3281 (12.7287)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [6]  [1080/1251]  eta: 0:01:21  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 6.2300 (6.1977)  acc1: 4.6875 (4.3366)  acc5: 12.1094 (12.7439)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [6]  [1090/1251]  eta: 0:01:17  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.9426 (6.1972)  acc1: 5.0781 (4.3427)  acc5: 13.2812 (12.7417)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [6]  [1100/1251]  eta: 0:01:12  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 6.1389 (6.1965)  acc1: 5.0781 (4.3458)  acc5: 14.4531 (12.7601)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [6]  [1110/1251]  eta: 0:01:07  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 6.0573 (6.1951)  acc1: 5.0781 (4.3524)  acc5: 16.4062 (12.7925)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [6]  [1120/1251]  eta: 0:01:02  lr: 3.000e-02  img/s: 5.08e+02  pen: 4.4e-02  loss: 6.0573 (6.1955)  acc1: 4.6875 (4.3481)  acc5: 15.2344 (12.7896)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [6]  [1130/1251]  eta: 0:00:57  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 6.2696 (6.1948)  acc1: 3.5156 (4.3473)  acc5: 11.7188 (12.7905)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [6]  [1140/1251]  eta: 0:00:53  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 6.3101 (6.1949)  acc1: 3.5156 (4.3475)  acc5: 13.2812 (12.7889)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [6]  [1150/1251]  eta: 0:00:48  lr: 3.000e-02  img/s: 5.36e+02  pen: 4.3e-02  loss: 6.2069 (6.1938)  acc1: 4.6875 (4.3552)  acc5: 14.4531 (12.8119)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [6]  [1160/1251]  eta: 0:00:43  lr: 3.000e-02  img/s: 5.39e+02  pen: 5.2e-02  loss: 5.9672 (6.1921)  acc1: 5.4688 (4.3679)  acc5: 16.4062 (12.8388)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [6]  [1170/1251]  eta: 0:00:38  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 6.0090 (6.1921)  acc1: 5.0781 (4.3653)  acc5: 15.2344 (12.8399)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [6]  [1180/1251]  eta: 0:00:33  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 6.1122 (6.1913)  acc1: 4.6875 (4.3680)  acc5: 14.4531 (12.8496)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [6]  [1190/1251]  eta: 0:00:29  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 6.1122 (6.1912)  acc1: 5.0781 (4.3703)  acc5: 14.4531 (12.8509)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [6]  [1200/1251]  eta: 0:00:24  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 6.2948 (6.1917)  acc1: 4.2969 (4.3694)  acc5: 11.7188 (12.8418)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [6]  [1210/1251]  eta: 0:00:19  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 6.3010 (6.1918)  acc1: 4.2969 (4.3711)  acc5: 11.3281 (12.8371)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [6]  [1220/1251]  eta: 0:00:14  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 6.0842 (6.1908)  acc1: 4.2969 (4.3788)  acc5: 14.0625 (12.8545)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [6]  [1230/1251]  eta: 0:00:10  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 5.9625 (6.1898)  acc1: 4.6875 (4.3816)  acc5: 15.6250 (12.8722)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [6]  [1240/1251]  eta: 0:00:05  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 6.1315 (6.1894)  acc1: 4.6875 (4.3847)  acc5: 15.2344 (12.8853)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [6]  [1250/1251]  eta: 0:00:00  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 6.1315 (6.1883)  acc1: 3.9062 (4.3865)  acc5: 15.2344 (12.8972)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [6] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:57  loss: 5.2739 (5.2739)  acc1: 7.8125 (7.8125)  acc5: 29.6875 (29.6875)  time: 3.6221  data: 3.3746  max mem: 42896
Test:  Total time: 0:00:17
Test:  Acc@1 7.110 Acc@5 19.616 Loss: 5.675
Test: EMA  [ 0/49]  eta: 0:02:55  loss: 5.8595 (5.8595)  acc1: 4.6875 (4.6875)  acc5: 19.1406 (19.1406)  time: 3.5814  data: 3.3307  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 4.462 Acc@5 13.948 Loss: 5.975
Epoch: [7]  [   0/1251]  eta: 1:14:05  lr: 3.000e-02  img/s: 5.07e+02  pen: 4.5e-02  loss: 6.1171 (6.1171)  acc1: 5.0781 (5.0781)  acc5: 14.0625 (14.0625)  time: 3.5533  data: 3.0480  max mem: 42896
Epoch: [7]  [  10/1251]  eta: 0:16:03  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 6.1897 (6.1618)  acc1: 5.0781 (4.5455)  acc5: 14.8438 (14.2756)  time: 0.7765  data: 0.3004  max mem: 42896
Epoch: [7]  [  20/1251]  eta: 0:12:58  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 6.2431 (6.2327)  acc1: 4.2969 (4.4085)  acc5: 13.6719 (13.3929)  time: 0.4863  data: 0.0130  max mem: 42896
Epoch: [7]  [  30/1251]  eta: 0:11:49  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 6.2201 (6.1906)  acc1: 3.9062 (4.4607)  acc5: 13.2812 (13.9239)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [7]  [  40/1251]  eta: 0:11:13  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 6.2201 (6.2057)  acc1: 3.5156 (4.2683)  acc5: 13.2812 (13.3289)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [7]  [  50/1251]  eta: 0:10:48  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 6.3168 (6.1957)  acc1: 3.9062 (4.2050)  acc5: 13.2812 (13.5263)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [7]  [  60/1251]  eta: 0:10:30  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 6.0124 (6.1521)  acc1: 5.0781 (4.6235)  acc5: 15.6250 (14.0689)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [7]  [  70/1251]  eta: 0:10:16  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 5.8981 (6.1405)  acc1: 5.8594 (4.6930)  acc5: 16.4062 (14.1450)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [7]  [  80/1251]  eta: 0:10:04  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 5.8981 (6.1115)  acc1: 5.0781 (4.8900)  acc5: 15.6250 (14.4821)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [7]  [  90/1251]  eta: 0:09:53  lr: 3.000e-02  img/s: 5.37e+02  pen: 4.2e-02  loss: 5.8633 (6.1038)  acc1: 5.0781 (4.9493)  acc5: 16.4062 (14.5261)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [7]  [ 100/1251]  eta: 0:09:44  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 6.2118 (6.1118)  acc1: 4.2969 (4.8731)  acc5: 13.2812 (14.3680)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [7]  [ 110/1251]  eta: 0:09:36  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 6.1636 (6.1020)  acc1: 4.6875 (4.9761)  acc5: 13.2812 (14.4461)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [7]  [ 120/1251]  eta: 0:09:28  lr: 3.000e-02  img/s: 5.40e+02  pen: 5.5e-02  loss: 6.1100 (6.1011)  acc1: 5.8594 (4.9877)  acc5: 15.2344 (14.4079)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [7]  [ 130/1251]  eta: 0:09:20  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 6.2045 (6.1125)  acc1: 5.4688 (4.9499)  acc5: 14.4531 (14.2474)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [7]  [ 140/1251]  eta: 0:09:13  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 6.3232 (6.1132)  acc1: 4.2969 (4.9174)  acc5: 10.9375 (14.1955)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [7]  [ 150/1251]  eta: 0:09:07  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 6.1619 (6.1129)  acc1: 4.2969 (4.9384)  acc5: 13.6719 (14.2022)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [7]  [ 160/1251]  eta: 0:09:00  lr: 3.000e-02  img/s: 5.12e+02  pen: 4.8e-02  loss: 5.9006 (6.1042)  acc1: 5.8594 (5.0126)  acc5: 16.4062 (14.3076)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [7]  [ 170/1251]  eta: 0:08:54  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.9426 (6.1051)  acc1: 5.0781 (5.0164)  acc5: 15.6250 (14.3549)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [7]  [ 180/1251]  eta: 0:08:48  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.9426 (6.0953)  acc1: 5.0781 (5.0587)  acc5: 15.2344 (14.4510)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [7]  [ 190/1251]  eta: 0:08:42  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 5.8058 (6.0893)  acc1: 5.4688 (5.0843)  acc5: 17.1875 (14.6290)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [7]  [ 200/1251]  eta: 0:08:36  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 6.0921 (6.0921)  acc1: 5.0781 (5.0976)  acc5: 14.8438 (14.6028)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [7]  [ 210/1251]  eta: 0:08:30  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 6.1013 (6.0948)  acc1: 5.0781 (5.1040)  acc5: 14.0625 (14.6271)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [7]  [ 220/1251]  eta: 0:08:25  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 6.0961 (6.0957)  acc1: 5.0781 (5.0905)  acc5: 16.0156 (14.5892)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [7]  [ 230/1251]  eta: 0:08:19  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 6.0831 (6.0952)  acc1: 5.0781 (5.1052)  acc5: 14.8438 (14.5969)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [7]  [ 240/1251]  eta: 0:08:14  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 6.1938 (6.1001)  acc1: 4.2969 (5.0733)  acc5: 14.4531 (14.5066)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [7]  [ 250/1251]  eta: 0:08:08  lr: 3.000e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 6.1663 (6.1004)  acc1: 4.2969 (5.0797)  acc5: 12.5000 (14.5200)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [7]  [ 260/1251]  eta: 0:08:03  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.9745 (6.0925)  acc1: 5.0781 (5.1140)  acc5: 16.4062 (14.6133)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [7]  [ 270/1251]  eta: 0:07:58  lr: 3.000e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 5.8657 (6.0902)  acc1: 5.0781 (5.1286)  acc5: 17.1875 (14.6549)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [7]  [ 280/1251]  eta: 0:07:52  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 6.0003 (6.0905)  acc1: 5.4688 (5.1282)  acc5: 16.4062 (14.6450)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [7]  [ 290/1251]  eta: 0:07:47  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 6.2370 (6.0938)  acc1: 4.2969 (5.1117)  acc5: 12.8906 (14.5847)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [7]  [ 300/1251]  eta: 0:07:42  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 6.2521 (6.0940)  acc1: 5.0781 (5.1456)  acc5: 12.5000 (14.6192)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [7]  [ 310/1251]  eta: 0:07:37  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 6.0982 (6.0932)  acc1: 5.8594 (5.1560)  acc5: 16.7969 (14.6239)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [7]  [ 320/1251]  eta: 0:07:32  lr: 3.000e-02  img/s: 5.09e+02  pen: 4.3e-02  loss: 5.8938 (6.0886)  acc1: 5.8594 (5.1840)  acc5: 16.7969 (14.6929)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [7]  [ 330/1251]  eta: 0:07:26  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.9686 (6.0904)  acc1: 5.0781 (5.1773)  acc5: 16.4062 (14.6750)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [7]  [ 340/1251]  eta: 0:07:21  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 6.2316 (6.0939)  acc1: 5.0781 (5.1881)  acc5: 13.6719 (14.6765)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [7]  [ 350/1251]  eta: 0:07:16  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.9760 (6.0886)  acc1: 5.4688 (5.2028)  acc5: 16.7969 (14.7436)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [7]  [ 360/1251]  eta: 0:07:11  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.7804 (6.0883)  acc1: 5.4688 (5.2058)  acc5: 16.7969 (14.7572)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [7]  [ 370/1251]  eta: 0:07:06  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 6.1611 (6.0898)  acc1: 5.4688 (5.1939)  acc5: 12.8906 (14.7132)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [7]  [ 380/1251]  eta: 0:07:01  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 5.8995 (6.0869)  acc1: 5.0781 (5.1971)  acc5: 14.4531 (14.6941)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [7]  [ 390/1251]  eta: 0:06:56  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 5.9668 (6.0888)  acc1: 5.0781 (5.2060)  acc5: 14.4531 (14.7109)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [7]  [ 400/1251]  eta: 0:06:51  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 6.1153 (6.0887)  acc1: 5.4688 (5.2184)  acc5: 14.8438 (14.7249)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [7]  [ 410/1251]  eta: 0:06:46  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 6.2512 (6.0944)  acc1: 5.0781 (5.2026)  acc5: 14.4531 (14.6546)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [7]  [ 420/1251]  eta: 0:06:41  lr: 3.000e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 6.2931 (6.0967)  acc1: 4.6875 (5.1941)  acc5: 13.6719 (14.6470)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [7]  [ 430/1251]  eta: 0:06:36  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 6.1476 (6.0927)  acc1: 5.0781 (5.2249)  acc5: 14.8438 (14.7123)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [7]  [ 440/1251]  eta: 0:06:31  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.7220 (6.0911)  acc1: 6.2500 (5.2446)  acc5: 18.7500 (14.7738)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [7]  [ 450/1251]  eta: 0:06:26  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 5.9470 (6.0896)  acc1: 6.2500 (5.2557)  acc5: 16.4062 (14.7831)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [7]  [ 460/1251]  eta: 0:06:21  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.7574 (6.0843)  acc1: 6.6406 (5.2900)  acc5: 16.7969 (14.8539)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [7]  [ 470/1251]  eta: 0:06:16  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.8499 (6.0851)  acc1: 5.8594 (5.2855)  acc5: 15.6250 (14.8446)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [7]  [ 480/1251]  eta: 0:06:11  lr: 3.000e-02  img/s: 5.10e+02  pen: 4.3e-02  loss: 6.0411 (6.0839)  acc1: 5.0781 (5.2836)  acc5: 15.6250 (14.8511)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [7]  [ 490/1251]  eta: 0:06:06  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 6.0411 (6.0830)  acc1: 5.8594 (5.2818)  acc5: 15.6250 (14.8406)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [7]  [ 500/1251]  eta: 0:06:01  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.8689 (6.0800)  acc1: 5.4688 (5.2816)  acc5: 16.0156 (14.8640)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [7]  [ 510/1251]  eta: 0:05:56  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 6.0755 (6.0809)  acc1: 5.0781 (5.2807)  acc5: 16.0156 (14.8552)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [7]  [ 520/1251]  eta: 0:05:52  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 6.1190 (6.0814)  acc1: 5.0781 (5.2933)  acc5: 14.0625 (14.8393)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [7]  [ 530/1251]  eta: 0:05:47  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 6.0751 (6.0822)  acc1: 5.0781 (5.2834)  acc5: 14.0625 (14.8401)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [7]  [ 540/1251]  eta: 0:05:42  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.8635 (6.0795)  acc1: 5.8594 (5.2947)  acc5: 17.1875 (14.8683)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [7]  [ 550/1251]  eta: 0:05:37  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 5.8056 (6.0769)  acc1: 6.2500 (5.2979)  acc5: 17.1875 (14.8764)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [7]  [ 560/1251]  eta: 0:05:32  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 5.8700 (6.0759)  acc1: 6.2500 (5.3163)  acc5: 15.6250 (14.9015)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [7]  [ 570/1251]  eta: 0:05:27  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 6.2012 (6.0777)  acc1: 6.2500 (5.3217)  acc5: 15.2344 (14.8971)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [7]  [ 580/1251]  eta: 0:05:22  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 6.0552 (6.0751)  acc1: 5.8594 (5.3383)  acc5: 17.1875 (14.9231)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [7]  [ 590/1251]  eta: 0:05:17  lr: 3.000e-02  img/s: 5.40e+02  pen: 5.3e-02  loss: 5.9500 (6.0751)  acc1: 5.8594 (5.3465)  acc5: 17.1875 (14.9336)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [7]  [ 600/1251]  eta: 0:05:12  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 6.0586 (6.0754)  acc1: 5.8594 (5.3518)  acc5: 14.8438 (14.9497)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [7]  [ 610/1251]  eta: 0:05:08  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 6.1545 (6.0763)  acc1: 5.0781 (5.3486)  acc5: 14.8438 (14.9448)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [7]  [ 620/1251]  eta: 0:05:03  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.9158 (6.0734)  acc1: 5.4688 (5.3643)  acc5: 17.5781 (15.0004)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [7]  [ 630/1251]  eta: 0:04:58  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.8522 (6.0705)  acc1: 6.6406 (5.3889)  acc5: 19.1406 (15.0493)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [7]  [ 640/1251]  eta: 0:04:53  lr: 3.000e-02  img/s: 5.00e+02  pen: 4.1e-02  loss: 5.7983 (6.0700)  acc1: 6.6406 (5.3944)  acc5: 16.7969 (15.0576)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [7]  [ 650/1251]  eta: 0:04:48  lr: 3.000e-02  img/s: 5.39e+02  pen: 5.0e-02  loss: 5.8335 (6.0686)  acc1: 6.6406 (5.4111)  acc5: 17.5781 (15.1108)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [7]  [ 660/1251]  eta: 0:04:43  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.9075 (6.0684)  acc1: 5.8594 (5.4026)  acc5: 16.4062 (15.0925)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [7]  [ 670/1251]  eta: 0:04:38  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.9824 (6.0681)  acc1: 5.0781 (5.4111)  acc5: 14.8438 (15.1034)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [7]  [ 680/1251]  eta: 0:04:34  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 6.0748 (6.0693)  acc1: 5.0781 (5.4039)  acc5: 16.0156 (15.0772)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [7]  [ 690/1251]  eta: 0:04:29  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 6.1873 (6.0685)  acc1: 6.2500 (5.4094)  acc5: 14.8438 (15.0857)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [7]  [ 700/1251]  eta: 0:04:24  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 5.9092 (6.0657)  acc1: 6.6406 (5.4297)  acc5: 18.3594 (15.1380)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [7]  [ 710/1251]  eta: 0:04:19  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 6.0171 (6.0674)  acc1: 5.8594 (5.4160)  acc5: 17.5781 (15.1305)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [7]  [ 720/1251]  eta: 0:04:14  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 6.1801 (6.0669)  acc1: 5.0781 (5.4276)  acc5: 16.0156 (15.1450)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [7]  [ 730/1251]  eta: 0:04:09  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 5.7809 (6.0635)  acc1: 6.6406 (5.4415)  acc5: 17.1875 (15.1783)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [7]  [ 740/1251]  eta: 0:04:05  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.8123 (6.0648)  acc1: 5.4688 (5.4255)  acc5: 17.1875 (15.1590)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [7]  [ 750/1251]  eta: 0:04:00  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 6.2646 (6.0667)  acc1: 4.2969 (5.4167)  acc5: 13.2812 (15.1340)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [7]  [ 760/1251]  eta: 0:03:55  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 6.2103 (6.0664)  acc1: 5.4688 (5.4256)  acc5: 14.0625 (15.1461)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [7]  [ 770/1251]  eta: 0:03:50  lr: 3.000e-02  img/s: 5.37e+02  pen: 4.2e-02  loss: 6.0806 (6.0659)  acc1: 6.2500 (5.4343)  acc5: 16.4062 (15.1589)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [7]  [ 780/1251]  eta: 0:03:45  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.9228 (6.0652)  acc1: 6.6406 (5.4567)  acc5: 17.1875 (15.1899)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [7]  [ 790/1251]  eta: 0:03:40  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 5.8244 (6.0627)  acc1: 5.8594 (5.4628)  acc5: 17.1875 (15.2136)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [7]  [ 800/1251]  eta: 0:03:36  lr: 3.000e-02  img/s: 5.05e+02  pen: 4.3e-02  loss: 5.9266 (6.0632)  acc1: 5.0781 (5.4658)  acc5: 14.0625 (15.2110)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [7]  [ 810/1251]  eta: 0:03:31  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.9939 (6.0623)  acc1: 5.4688 (5.4784)  acc5: 14.8438 (15.2368)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [7]  [ 820/1251]  eta: 0:03:26  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.9918 (6.0610)  acc1: 5.8594 (5.4949)  acc5: 18.3594 (15.2734)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [7]  [ 830/1251]  eta: 0:03:21  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.8285 (6.0597)  acc1: 5.8594 (5.5064)  acc5: 17.9688 (15.2978)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [7]  [ 840/1251]  eta: 0:03:16  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 6.0387 (6.0592)  acc1: 7.0312 (5.5175)  acc5: 16.7969 (15.3031)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [7]  [ 850/1251]  eta: 0:03:12  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.8566 (6.0570)  acc1: 6.6406 (5.5257)  acc5: 16.4062 (15.3289)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [7]  [ 860/1251]  eta: 0:03:07  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 6.1291 (6.0579)  acc1: 4.6875 (5.5232)  acc5: 15.6250 (15.3151)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [7]  [ 870/1251]  eta: 0:03:02  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.9628 (6.0556)  acc1: 5.8594 (5.5374)  acc5: 16.4062 (15.3425)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [7]  [ 880/1251]  eta: 0:02:57  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.7305 (6.0543)  acc1: 5.4688 (5.5375)  acc5: 17.1875 (15.3594)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [7]  [ 890/1251]  eta: 0:02:52  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 5.7388 (6.0523)  acc1: 5.8594 (5.5459)  acc5: 17.5781 (15.3843)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [7]  [ 900/1251]  eta: 0:02:48  lr: 3.000e-02  img/s: 5.37e+02  pen: 5.7e-02  loss: 6.1777 (6.0543)  acc1: 5.8594 (5.5368)  acc5: 14.0625 (15.3514)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [7]  [ 910/1251]  eta: 0:02:43  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 6.2872 (6.0551)  acc1: 5.0781 (5.5344)  acc5: 12.8906 (15.3424)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [7]  [ 920/1251]  eta: 0:02:38  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.8537 (6.0519)  acc1: 6.6406 (5.5663)  acc5: 17.5781 (15.3977)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [7]  [ 930/1251]  eta: 0:02:33  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 5.6310 (6.0501)  acc1: 8.2031 (5.5820)  acc5: 20.3125 (15.4345)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [7]  [ 940/1251]  eta: 0:02:28  lr: 3.000e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 5.9207 (6.0504)  acc1: 6.6406 (5.5871)  acc5: 19.5312 (15.4403)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [7]  [ 950/1251]  eta: 0:02:24  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 6.1284 (6.0503)  acc1: 5.8594 (5.5957)  acc5: 14.8438 (15.4480)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [7]  [ 960/1251]  eta: 0:02:19  lr: 3.000e-02  img/s: 5.09e+02  pen: 4.3e-02  loss: 6.1587 (6.0511)  acc1: 6.2500 (5.5992)  acc5: 15.6250 (15.4494)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [7]  [ 970/1251]  eta: 0:02:14  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.9224 (6.0491)  acc1: 6.2500 (5.6011)  acc5: 16.7969 (15.4737)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [7]  [ 980/1251]  eta: 0:02:09  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.8987 (6.0487)  acc1: 5.4688 (5.6093)  acc5: 17.5781 (15.4840)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [7]  [ 990/1251]  eta: 0:02:04  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 6.1200 (6.0487)  acc1: 5.4688 (5.6122)  acc5: 17.1875 (15.4930)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [7]  [1000/1251]  eta: 0:02:00  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 6.1630 (6.0500)  acc1: 5.0781 (5.6116)  acc5: 14.8438 (15.4767)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [7]  [1010/1251]  eta: 0:01:55  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 6.1197 (6.0503)  acc1: 4.6875 (5.6140)  acc5: 14.0625 (15.4824)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [7]  [1020/1251]  eta: 0:01:50  lr: 3.000e-02  img/s: 5.38e+02  pen: 3.8e-02  loss: 6.2232 (6.0526)  acc1: 5.4688 (5.6076)  acc5: 14.0625 (15.4704)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [7]  [1030/1251]  eta: 0:01:45  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 6.0551 (6.0509)  acc1: 5.8594 (5.6176)  acc5: 17.1875 (15.4962)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [7]  [1040/1251]  eta: 0:01:40  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 6.0551 (6.0519)  acc1: 5.8594 (5.6087)  acc5: 17.1875 (15.4760)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [7]  [1050/1251]  eta: 0:01:36  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 6.2173 (6.0524)  acc1: 5.0781 (5.6089)  acc5: 15.2344 (15.4782)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [7]  [1060/1251]  eta: 0:01:31  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.9349 (6.0514)  acc1: 6.6406 (5.6208)  acc5: 16.4062 (15.5042)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [7]  [1070/1251]  eta: 0:01:26  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.9349 (6.0526)  acc1: 5.8594 (5.6190)  acc5: 15.6250 (15.4933)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [7]  [1080/1251]  eta: 0:01:21  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 6.2398 (6.0523)  acc1: 5.0781 (5.6202)  acc5: 14.0625 (15.4989)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [7]  [1090/1251]  eta: 0:01:17  lr: 3.000e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 6.1051 (6.0523)  acc1: 6.2500 (5.6266)  acc5: 17.5781 (15.5115)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [7]  [1100/1251]  eta: 0:01:12  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.8541 (6.0507)  acc1: 7.0312 (5.6405)  acc5: 18.7500 (15.5473)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [7]  [1110/1251]  eta: 0:01:07  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.6758 (6.0495)  acc1: 7.0312 (5.6502)  acc5: 17.5781 (15.5617)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [7]  [1120/1251]  eta: 0:01:02  lr: 3.000e-02  img/s: 5.05e+02  pen: 4.4e-02  loss: 6.0336 (6.0505)  acc1: 6.6406 (5.6548)  acc5: 16.0156 (15.5630)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [7]  [1130/1251]  eta: 0:00:57  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 6.2035 (6.0520)  acc1: 5.0781 (5.6477)  acc5: 16.0156 (15.5535)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [7]  [1140/1251]  eta: 0:00:53  lr: 3.000e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 6.1973 (6.0514)  acc1: 5.0781 (5.6550)  acc5: 16.0156 (15.5685)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [7]  [1150/1251]  eta: 0:00:48  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.9950 (6.0517)  acc1: 6.6406 (5.6541)  acc5: 16.0156 (15.5626)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [7]  [1160/1251]  eta: 0:00:43  lr: 3.000e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 6.1590 (6.0514)  acc1: 5.8594 (5.6619)  acc5: 16.7969 (15.5796)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [7]  [1170/1251]  eta: 0:00:38  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 5.8749 (6.0495)  acc1: 7.0312 (5.6719)  acc5: 18.7500 (15.5990)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [7]  [1180/1251]  eta: 0:00:33  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 5.6446 (6.0473)  acc1: 7.4219 (5.6831)  acc5: 19.5312 (15.6276)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [7]  [1190/1251]  eta: 0:00:29  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 5.7084 (6.0460)  acc1: 5.8594 (5.6878)  acc5: 19.5312 (15.6483)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [7]  [1200/1251]  eta: 0:00:24  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 6.0598 (6.0467)  acc1: 4.6875 (5.6824)  acc5: 15.6250 (15.6354)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [7]  [1210/1251]  eta: 0:00:19  lr: 3.000e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 6.2642 (6.0469)  acc1: 4.6875 (5.6810)  acc5: 15.6250 (15.6418)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [7]  [1220/1251]  eta: 0:00:14  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.8010 (6.0459)  acc1: 5.4688 (5.6892)  acc5: 16.0156 (15.6618)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [7]  [1230/1251]  eta: 0:00:10  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 5.7833 (6.0447)  acc1: 5.8594 (5.6979)  acc5: 18.3594 (15.6894)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [7]  [1240/1251]  eta: 0:00:05  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 5.8820 (6.0437)  acc1: 7.0312 (5.7092)  acc5: 18.3594 (15.7031)  time: 0.4743  data: 0.0005  max mem: 42896
Epoch: [7]  [1250/1251]  eta: 0:00:00  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.8827 (6.0427)  acc1: 6.2500 (5.7176)  acc5: 18.3594 (15.7243)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [7] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:16  loss: 5.2517 (5.2517)  acc1: 9.7656 (9.7656)  acc5: 24.6094 (24.6094)  time: 2.7955  data: 2.5470  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 9.932 Acc@5 25.250 Loss: 5.414
Test: EMA  [ 0/49]  eta: 0:02:17  loss: 5.7769 (5.7769)  acc1: 5.0781 (5.0781)  acc5: 19.9219 (19.9219)  time: 2.7979  data: 2.5513  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 4.904 Acc@5 15.076 Loss: 5.897
Epoch: [8]  [   0/1251]  eta: 1:26:34  lr: 3.000e-02  img/s: 5.13e+02  pen: 4.2e-02  loss: 6.5799 (6.5799)  acc1: 1.9531 (1.9531)  acc5: 10.1562 (10.1562)  time: 4.1524  data: 3.6535  max mem: 42896
Epoch: [8]  [  10/1251]  eta: 0:16:43  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 6.3348 (6.2407)  acc1: 4.2969 (4.7585)  acc5: 10.1562 (12.9261)  time: 0.8086  data: 0.3324  max mem: 42896
Epoch: [8]  [  20/1251]  eta: 0:13:19  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 6.2131 (6.1218)  acc1: 5.4688 (5.8594)  acc5: 13.6719 (14.7321)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [8]  [  30/1251]  eta: 0:12:04  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.7462 (6.0284)  acc1: 6.6406 (6.1618)  acc5: 20.3125 (15.9022)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [8]  [  40/1251]  eta: 0:11:23  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.9193 (6.0414)  acc1: 5.8594 (5.8880)  acc5: 19.5312 (15.9204)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [8]  [  50/1251]  eta: 0:10:56  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 6.0639 (6.0414)  acc1: 5.4688 (5.9436)  acc5: 16.0156 (15.8548)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [8]  [  60/1251]  eta: 0:10:37  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 5.9768 (6.0204)  acc1: 5.4688 (5.9554)  acc5: 16.4062 (15.8747)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [8]  [  70/1251]  eta: 0:10:22  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.8915 (6.0263)  acc1: 5.4688 (5.9089)  acc5: 16.4062 (15.9331)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [8]  [  80/1251]  eta: 0:10:09  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 5.9850 (6.0194)  acc1: 5.4688 (5.8835)  acc5: 16.4062 (16.0397)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [8]  [  90/1251]  eta: 0:09:57  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 5.9063 (6.0122)  acc1: 5.8594 (5.9924)  acc5: 18.3594 (16.3676)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [8]  [ 100/1251]  eta: 0:09:48  lr: 3.000e-02  img/s: 5.38e+02  pen: 3.9e-02  loss: 5.8906 (6.0068)  acc1: 6.2500 (6.0528)  acc5: 17.5781 (16.3560)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [8]  [ 110/1251]  eta: 0:09:39  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.9427 (6.0042)  acc1: 7.0312 (6.1128)  acc5: 17.1875 (16.4520)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [8]  [ 120/1251]  eta: 0:09:31  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 5.7139 (5.9793)  acc1: 7.4219 (6.2791)  acc5: 19.9219 (16.8388)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [8]  [ 130/1251]  eta: 0:09:23  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.6040 (5.9562)  acc1: 7.4219 (6.3365)  acc5: 20.7031 (17.1338)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [8]  [ 140/1251]  eta: 0:09:16  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 5.6378 (5.9498)  acc1: 6.6406 (6.3774)  acc5: 20.3125 (17.2429)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [8]  [ 150/1251]  eta: 0:09:09  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 5.6378 (5.9343)  acc1: 7.0312 (6.4207)  acc5: 19.5312 (17.4126)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [8]  [ 160/1251]  eta: 0:09:03  lr: 3.000e-02  img/s: 4.89e+02  pen: 5.0e-02  loss: 5.7685 (5.9415)  acc1: 6.6406 (6.4053)  acc5: 18.7500 (17.3355)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [8]  [ 170/1251]  eta: 0:08:56  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.8441 (5.9377)  acc1: 6.2500 (6.3939)  acc5: 18.3594 (17.3748)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [8]  [ 180/1251]  eta: 0:08:50  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.6516 (5.9358)  acc1: 7.0312 (6.4313)  acc5: 20.3125 (17.4637)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [8]  [ 190/1251]  eta: 0:08:44  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 6.0554 (5.9447)  acc1: 5.4688 (6.3625)  acc5: 16.0156 (17.3286)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [8]  [ 200/1251]  eta: 0:08:38  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 6.0554 (5.9383)  acc1: 5.4688 (6.3783)  acc5: 16.4062 (17.4265)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [8]  [ 210/1251]  eta: 0:08:32  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 6.1304 (5.9459)  acc1: 5.8594 (6.3500)  acc5: 16.7969 (17.3226)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [8]  [ 220/1251]  eta: 0:08:26  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 6.1600 (5.9465)  acc1: 5.0781 (6.3543)  acc5: 16.0156 (17.3448)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [8]  [ 230/1251]  eta: 0:08:21  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.9389 (5.9485)  acc1: 5.0781 (6.3278)  acc5: 16.7969 (17.3076)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [8]  [ 240/1251]  eta: 0:08:15  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 6.0544 (5.9512)  acc1: 5.0781 (6.3002)  acc5: 16.4062 (17.2750)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [8]  [ 250/1251]  eta: 0:08:10  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 6.0983 (5.9567)  acc1: 5.8594 (6.2951)  acc5: 16.4062 (17.2638)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [8]  [ 260/1251]  eta: 0:08:04  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 5.9690 (5.9566)  acc1: 6.2500 (6.3323)  acc5: 19.1406 (17.3177)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [8]  [ 270/1251]  eta: 0:07:59  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.9665 (5.9569)  acc1: 6.6406 (6.3293)  acc5: 19.1406 (17.3143)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [8]  [ 280/1251]  eta: 0:07:53  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.9665 (5.9557)  acc1: 6.6406 (6.3376)  acc5: 18.3594 (17.3640)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [8]  [ 290/1251]  eta: 0:07:48  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.6541 (5.9535)  acc1: 6.6406 (6.3574)  acc5: 18.3594 (17.4224)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [8]  [ 300/1251]  eta: 0:07:43  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 5.5971 (5.9484)  acc1: 7.4219 (6.4005)  acc5: 19.5312 (17.4860)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [8]  [ 310/1251]  eta: 0:07:38  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.6877 (5.9456)  acc1: 7.4219 (6.4145)  acc5: 21.0938 (17.5317)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [8]  [ 320/1251]  eta: 0:07:32  lr: 3.000e-02  img/s: 5.09e+02  pen: 4.2e-02  loss: 5.8816 (5.9495)  acc1: 7.0312 (6.4082)  acc5: 17.1875 (17.4869)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [8]  [ 330/1251]  eta: 0:07:27  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.8816 (5.9489)  acc1: 7.4219 (6.4483)  acc5: 19.1406 (17.5522)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [8]  [ 340/1251]  eta: 0:07:22  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.8775 (5.9478)  acc1: 7.0312 (6.4711)  acc5: 19.9219 (17.5976)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [8]  [ 350/1251]  eta: 0:07:17  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.6810 (5.9440)  acc1: 7.0312 (6.5104)  acc5: 19.9219 (17.6816)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [8]  [ 360/1251]  eta: 0:07:12  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.5972 (5.9379)  acc1: 8.2031 (6.5541)  acc5: 21.8750 (17.7816)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [8]  [ 370/1251]  eta: 0:07:07  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 5.7951 (5.9382)  acc1: 5.8594 (6.5353)  acc5: 20.7031 (17.7803)  time: 0.4771  data: 0.0004  max mem: 42896
Epoch: [8]  [ 380/1251]  eta: 0:07:02  lr: 3.000e-02  img/s: 5.36e+02  pen: 4.8e-02  loss: 6.0633 (5.9411)  acc1: 5.4688 (6.5268)  acc5: 17.1875 (17.7688)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [8]  [ 390/1251]  eta: 0:06:57  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 6.1666 (5.9437)  acc1: 5.4688 (6.5167)  acc5: 15.2344 (17.7340)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [8]  [ 400/1251]  eta: 0:06:52  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 6.1847 (5.9464)  acc1: 5.4688 (6.5179)  acc5: 14.4531 (17.6999)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [8]  [ 410/1251]  eta: 0:06:47  lr: 3.000e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 6.0135 (5.9472)  acc1: 6.2500 (6.5199)  acc5: 16.4062 (17.7102)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [8]  [ 420/1251]  eta: 0:06:42  lr: 3.000e-02  img/s: 5.37e+02  pen: 4.4e-02  loss: 6.0005 (5.9460)  acc1: 6.2500 (6.5265)  acc5: 17.9688 (17.7080)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [8]  [ 430/1251]  eta: 0:06:37  lr: 3.000e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 6.2400 (5.9540)  acc1: 5.0781 (6.4612)  acc5: 10.9375 (17.5564)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [8]  [ 440/1251]  eta: 0:06:32  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 6.2400 (5.9537)  acc1: 5.4688 (6.4892)  acc5: 13.2812 (17.5764)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [8]  [ 450/1251]  eta: 0:06:27  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 5.7099 (5.9505)  acc1: 7.0312 (6.5237)  acc5: 21.0938 (17.6440)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [8]  [ 460/1251]  eta: 0:06:22  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 5.7099 (5.9504)  acc1: 7.0312 (6.5288)  acc5: 21.0938 (17.6679)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [8]  [ 470/1251]  eta: 0:06:17  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.7698 (5.9482)  acc1: 7.0312 (6.5428)  acc5: 19.1406 (17.6951)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [8]  [ 480/1251]  eta: 0:06:12  lr: 3.000e-02  img/s: 4.98e+02  pen: 4.1e-02  loss: 5.8863 (5.9479)  acc1: 7.4219 (6.5659)  acc5: 18.3594 (17.7284)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [8]  [ 490/1251]  eta: 0:06:07  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 6.0515 (5.9493)  acc1: 6.6406 (6.5475)  acc5: 17.5781 (17.6808)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [8]  [ 500/1251]  eta: 0:06:02  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.9272 (5.9466)  acc1: 6.6406 (6.5634)  acc5: 19.1406 (17.7247)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [8]  [ 510/1251]  eta: 0:05:57  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.6699 (5.9437)  acc1: 7.8125 (6.5818)  acc5: 22.2656 (17.7685)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [8]  [ 520/1251]  eta: 0:05:52  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.6699 (5.9438)  acc1: 7.8125 (6.5791)  acc5: 20.7031 (17.7573)  time: 0.4771  data: 0.0003  max mem: 42896
Epoch: [8]  [ 530/1251]  eta: 0:05:47  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.8721 (5.9426)  acc1: 5.8594 (6.5818)  acc5: 19.1406 (17.7988)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [8]  [ 540/1251]  eta: 0:05:42  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 5.9640 (5.9446)  acc1: 6.2500 (6.5771)  acc5: 18.7500 (17.7774)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [8]  [ 550/1251]  eta: 0:05:37  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 6.1153 (5.9461)  acc1: 5.8594 (6.5655)  acc5: 17.5781 (17.7738)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [8]  [ 560/1251]  eta: 0:05:33  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 6.1230 (5.9489)  acc1: 5.8594 (6.5480)  acc5: 17.5781 (17.7431)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [8]  [ 570/1251]  eta: 0:05:28  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 6.2784 (5.9509)  acc1: 5.4688 (6.5305)  acc5: 13.6719 (17.7129)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [8]  [ 580/1251]  eta: 0:05:23  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.9846 (5.9477)  acc1: 7.4219 (6.5673)  acc5: 19.5312 (17.7818)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [8]  [ 590/1251]  eta: 0:05:18  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 5.5970 (5.9435)  acc1: 8.2031 (6.5930)  acc5: 20.7031 (17.8590)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [8]  [ 600/1251]  eta: 0:05:13  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.8097 (5.9450)  acc1: 7.0312 (6.5990)  acc5: 19.5312 (17.8524)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [8]  [ 610/1251]  eta: 0:05:08  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 6.1350 (5.9463)  acc1: 6.6406 (6.5882)  acc5: 17.5781 (17.8345)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [8]  [ 620/1251]  eta: 0:05:03  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 6.1635 (5.9486)  acc1: 5.8594 (6.5815)  acc5: 14.8438 (17.8002)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [8]  [ 630/1251]  eta: 0:04:58  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 6.1635 (5.9486)  acc1: 6.2500 (6.5843)  acc5: 14.8438 (17.8319)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [8]  [ 640/1251]  eta: 0:04:53  lr: 3.000e-02  img/s: 5.09e+02  pen: 4.3e-02  loss: 6.1982 (5.9534)  acc1: 5.8594 (6.5651)  acc5: 15.6250 (17.7792)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [8]  [ 650/1251]  eta: 0:04:49  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 6.1160 (5.9543)  acc1: 5.8594 (6.5638)  acc5: 17.1875 (17.7947)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [8]  [ 660/1251]  eta: 0:04:44  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.9383 (5.9554)  acc1: 5.8594 (6.5614)  acc5: 18.7500 (17.7997)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [8]  [ 670/1251]  eta: 0:04:39  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 6.1044 (5.9560)  acc1: 5.8594 (6.5481)  acc5: 17.1875 (17.7685)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [8]  [ 680/1251]  eta: 0:04:34  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 6.1782 (5.9575)  acc1: 6.2500 (6.5425)  acc5: 17.1875 (17.7577)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [8]  [ 690/1251]  eta: 0:04:29  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.9859 (5.9567)  acc1: 6.6406 (6.5524)  acc5: 18.3594 (17.7867)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [8]  [ 700/1251]  eta: 0:04:24  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.7731 (5.9542)  acc1: 7.8125 (6.5849)  acc5: 21.4844 (17.8406)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [8]  [ 710/1251]  eta: 0:04:19  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 5.5731 (5.9532)  acc1: 7.8125 (6.5917)  acc5: 21.4844 (17.8380)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [8]  [ 720/1251]  eta: 0:04:15  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.7104 (5.9509)  acc1: 8.5938 (6.6195)  acc5: 20.7031 (17.8712)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [8]  [ 730/1251]  eta: 0:04:10  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.7409 (5.9517)  acc1: 7.4219 (6.6176)  acc5: 18.3594 (17.8635)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [8]  [ 740/1251]  eta: 0:04:05  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.9700 (5.9519)  acc1: 6.2500 (6.6137)  acc5: 16.7969 (17.8559)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [8]  [ 750/1251]  eta: 0:04:00  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.9526 (5.9513)  acc1: 6.6406 (6.6307)  acc5: 19.5312 (17.8855)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [8]  [ 760/1251]  eta: 0:03:55  lr: 3.000e-02  img/s: 5.34e+02  pen: 4.0e-02  loss: 5.9526 (5.9499)  acc1: 7.8125 (6.6560)  acc5: 20.7031 (17.9133)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [8]  [ 770/1251]  eta: 0:03:50  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.9763 (5.9488)  acc1: 8.9844 (6.6801)  acc5: 20.7031 (17.9358)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [8]  [ 780/1251]  eta: 0:03:46  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.6728 (5.9469)  acc1: 8.5938 (6.6941)  acc5: 21.0938 (17.9632)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [8]  [ 790/1251]  eta: 0:03:41  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.6820 (5.9467)  acc1: 7.4219 (6.6935)  acc5: 21.0938 (17.9752)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [8]  [ 800/1251]  eta: 0:03:36  lr: 3.000e-02  img/s: 5.06e+02  pen: 4.2e-02  loss: 5.9412 (5.9464)  acc1: 6.6406 (6.6933)  acc5: 19.9219 (17.9727)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [8]  [ 810/1251]  eta: 0:03:31  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 6.0261 (5.9477)  acc1: 6.2500 (6.6878)  acc5: 18.3594 (17.9712)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [8]  [ 820/1251]  eta: 0:03:26  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 6.0041 (5.9462)  acc1: 6.6406 (6.7044)  acc5: 17.9688 (17.9883)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [8]  [ 830/1251]  eta: 0:03:21  lr: 3.000e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 5.8488 (5.9462)  acc1: 6.6406 (6.6980)  acc5: 17.9688 (17.9659)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [8]  [ 840/1251]  eta: 0:03:17  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.7980 (5.9438)  acc1: 7.8125 (6.7238)  acc5: 21.0938 (18.0087)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [8]  [ 850/1251]  eta: 0:03:12  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.8340 (5.9431)  acc1: 8.2031 (6.7343)  acc5: 21.0938 (18.0316)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [8]  [ 860/1251]  eta: 0:03:07  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.9516 (5.9430)  acc1: 7.0312 (6.7404)  acc5: 19.9219 (18.0422)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [8]  [ 870/1251]  eta: 0:03:02  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.8693 (5.9423)  acc1: 7.8125 (6.7505)  acc5: 20.7031 (18.0392)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [8]  [ 880/1251]  eta: 0:02:57  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.6734 (5.9415)  acc1: 8.2031 (6.7577)  acc5: 20.7031 (18.0574)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [8]  [ 890/1251]  eta: 0:02:53  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.5477 (5.9398)  acc1: 7.4219 (6.7612)  acc5: 21.4844 (18.0845)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [8]  [ 900/1251]  eta: 0:02:48  lr: 3.000e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 6.1272 (5.9412)  acc1: 6.6406 (6.7594)  acc5: 17.9688 (18.0615)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [8]  [ 910/1251]  eta: 0:02:43  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 6.2504 (5.9433)  acc1: 5.8594 (6.7521)  acc5: 12.8906 (18.0361)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [8]  [ 920/1251]  eta: 0:02:38  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 6.0751 (5.9433)  acc1: 6.2500 (6.7577)  acc5: 16.0156 (18.0434)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [8]  [ 930/1251]  eta: 0:02:33  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.8021 (5.9423)  acc1: 8.2031 (6.7636)  acc5: 20.7031 (18.0590)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [8]  [ 940/1251]  eta: 0:02:29  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 5.9914 (5.9437)  acc1: 7.4219 (6.7664)  acc5: 20.3125 (18.0663)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [8]  [ 950/1251]  eta: 0:02:24  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 5.8491 (5.9407)  acc1: 7.8125 (6.7873)  acc5: 21.8750 (18.1072)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [8]  [ 960/1251]  eta: 0:02:19  lr: 3.000e-02  img/s: 5.11e+02  pen: 4.7e-02  loss: 5.6883 (5.9422)  acc1: 7.8125 (6.7882)  acc5: 21.0938 (18.0895)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [8]  [ 970/1251]  eta: 0:02:14  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 6.2146 (5.9439)  acc1: 5.0781 (6.7814)  acc5: 17.1875 (18.0673)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [8]  [ 980/1251]  eta: 0:02:09  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 6.1386 (5.9450)  acc1: 5.4688 (6.7776)  acc5: 15.2344 (18.0607)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [8]  [ 990/1251]  eta: 0:02:04  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 6.0391 (5.9441)  acc1: 5.8594 (6.7869)  acc5: 15.6250 (18.0626)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [8]  [1000/1251]  eta: 0:02:00  lr: 3.000e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 5.8460 (5.9430)  acc1: 7.8125 (6.7983)  acc5: 21.0938 (18.0788)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [8]  [1010/1251]  eta: 0:01:55  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 5.7085 (5.9411)  acc1: 8.2031 (6.8172)  acc5: 21.0938 (18.1024)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [8]  [1020/1251]  eta: 0:01:50  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.8634 (5.9419)  acc1: 7.0312 (6.8174)  acc5: 17.9688 (18.0904)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [8]  [1030/1251]  eta: 0:01:45  lr: 3.000e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.8634 (5.9410)  acc1: 6.6406 (6.8206)  acc5: 14.4531 (18.0995)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [8]  [1040/1251]  eta: 0:01:41  lr: 3.000e-02  img/s: 5.41e+02  pen: 5.1e-02  loss: 5.7835 (5.9404)  acc1: 7.0312 (6.8256)  acc5: 18.7500 (18.1087)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [8]  [1050/1251]  eta: 0:01:36  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 6.0787 (5.9411)  acc1: 7.0312 (6.8227)  acc5: 17.1875 (18.1014)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [8]  [1060/1251]  eta: 0:01:31  lr: 3.000e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 6.2123 (5.9420)  acc1: 6.2500 (6.8265)  acc5: 15.6250 (18.0925)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [8]  [1070/1251]  eta: 0:01:26  lr: 3.000e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 5.9024 (5.9410)  acc1: 7.0312 (6.8390)  acc5: 18.3594 (18.1270)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [8]  [1080/1251]  eta: 0:01:21  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 5.6207 (5.9381)  acc1: 8.5938 (6.8545)  acc5: 22.6562 (18.1668)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [8]  [1090/1251]  eta: 0:01:17  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 5.7066 (5.9381)  acc1: 6.2500 (6.8615)  acc5: 22.6562 (18.1825)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [8]  [1100/1251]  eta: 0:01:12  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 5.7066 (5.9356)  acc1: 7.4219 (6.8755)  acc5: 22.6562 (18.2242)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [8]  [1110/1251]  eta: 0:01:07  lr: 3.000e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 5.7084 (5.9370)  acc1: 7.8125 (6.8758)  acc5: 23.0469 (18.2138)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [8]  [1120/1251]  eta: 0:01:02  lr: 3.000e-02  img/s: 4.93e+02  pen: 4.5e-02  loss: 5.9572 (5.9349)  acc1: 8.5938 (6.8960)  acc5: 23.0469 (18.2402)  time: 0.4771  data: 0.0003  max mem: 42896
Epoch: [8]  [1130/1251]  eta: 0:00:57  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 5.8379 (5.9352)  acc1: 7.8125 (6.8945)  acc5: 23.0469 (18.2513)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [8]  [1140/1251]  eta: 0:00:53  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 5.8115 (5.9330)  acc1: 6.6406 (6.9080)  acc5: 21.0938 (18.2844)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [8]  [1150/1251]  eta: 0:00:48  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.8111 (5.9340)  acc1: 6.6406 (6.9036)  acc5: 19.9219 (18.2762)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [8]  [1160/1251]  eta: 0:00:43  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 5.8791 (5.9325)  acc1: 7.0312 (6.9185)  acc5: 19.9219 (18.3089)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [8]  [1170/1251]  eta: 0:00:38  lr: 3.000e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 5.8738 (5.9333)  acc1: 7.4219 (6.9135)  acc5: 21.0938 (18.3043)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [8]  [1180/1251]  eta: 0:00:33  lr: 3.000e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 6.1669 (5.9353)  acc1: 5.0781 (6.8917)  acc5: 16.0156 (18.2628)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [8]  [1190/1251]  eta: 0:00:29  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 5.9113 (5.9332)  acc1: 6.2500 (6.9010)  acc5: 18.7500 (18.2921)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [8]  [1200/1251]  eta: 0:00:24  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 5.6271 (5.9321)  acc1: 8.5938 (6.9151)  acc5: 22.6562 (18.3220)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [8]  [1210/1251]  eta: 0:00:19  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.8409 (5.9316)  acc1: 7.8125 (6.9135)  acc5: 19.9219 (18.3255)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [8]  [1220/1251]  eta: 0:00:14  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 6.0026 (5.9320)  acc1: 5.8594 (6.9113)  acc5: 18.3594 (18.3274)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [8]  [1230/1251]  eta: 0:00:10  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.9802 (5.9320)  acc1: 6.6406 (6.9116)  acc5: 19.9219 (18.3413)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [8]  [1240/1251]  eta: 0:00:05  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 5.7952 (5.9304)  acc1: 7.8125 (6.9223)  acc5: 23.4375 (18.3701)  time: 0.4740  data: 0.0006  max mem: 42896
Epoch: [8]  [1250/1251]  eta: 0:00:00  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.8834 (5.9310)  acc1: 7.8125 (6.9173)  acc5: 20.7031 (18.3522)  time: 0.4749  data: 0.0005  max mem: 42896
Epoch: [8] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:27  loss: 5.4285 (5.4285)  acc1: 8.2031 (8.2031)  acc5: 28.5156 (28.5156)  time: 3.0037  data: 2.7549  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 7.216 Acc@5 19.178 Loss: 5.795
Test: EMA  [ 0/49]  eta: 0:02:11  loss: 5.6855 (5.6855)  acc1: 5.8594 (5.8594)  acc5: 22.2656 (22.2656)  time: 2.6921  data: 2.4451  max mem: 42896
Test: EMA Total time: 0:00:17
Test: EMA Acc@1 5.460 Acc@5 16.260 Loss: 5.819
Epoch: [9]  [   0/1251]  eta: 1:24:19  lr: 3.000e-02  img/s: 4.94e+02  pen: 4.6e-02  loss: 6.4348 (6.4348)  acc1: 4.2969 (4.2969)  acc5: 12.1094 (12.1094)  time: 4.0447  data: 3.5268  max mem: 42896
Epoch: [9]  [  10/1251]  eta: 0:16:29  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.5467 (5.7132)  acc1: 9.3750 (8.7713)  acc5: 23.0469 (22.4077)  time: 0.7976  data: 0.3209  max mem: 42896
Epoch: [9]  [  20/1251]  eta: 0:13:12  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.5125 (5.6728)  acc1: 9.3750 (8.7798)  acc5: 23.8281 (22.5446)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [9]  [  30/1251]  eta: 0:11:58  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 5.5236 (5.7042)  acc1: 8.5938 (8.6316)  acc5: 25.0000 (22.7067)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [9]  [  40/1251]  eta: 0:11:20  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.8508 (5.7505)  acc1: 8.2031 (8.2508)  acc5: 22.6562 (21.6845)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [9]  [  50/1251]  eta: 0:10:53  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.6821 (5.7681)  acc1: 8.2031 (8.1572)  acc5: 20.3125 (21.1627)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [9]  [  60/1251]  eta: 0:10:34  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 5.5769 (5.7462)  acc1: 8.5938 (8.2608)  acc5: 22.2656 (21.5164)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [9]  [  70/1251]  eta: 0:10:20  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.7889 (5.7793)  acc1: 7.8125 (8.0986)  acc5: 21.0938 (21.2148)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [9]  [  80/1251]  eta: 0:10:07  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.9303 (5.7725)  acc1: 8.2031 (8.2128)  acc5: 20.7031 (21.2674)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [9]  [  90/1251]  eta: 0:09:56  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.9683 (5.8070)  acc1: 7.4219 (7.9971)  acc5: 16.7969 (20.7246)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [9]  [ 100/1251]  eta: 0:09:47  lr: 3.000e-02  img/s: 5.43e+02  pen: 4.3e-02  loss: 6.0061 (5.8136)  acc1: 6.6406 (8.0136)  acc5: 16.4062 (20.5755)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [9]  [ 110/1251]  eta: 0:09:38  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 5.7175 (5.8002)  acc1: 9.3750 (8.1187)  acc5: 21.8750 (20.6890)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [9]  [ 120/1251]  eta: 0:09:29  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.4903 (5.7960)  acc1: 8.5938 (8.0869)  acc5: 22.6562 (20.7580)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [9]  [ 130/1251]  eta: 0:09:22  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.8228 (5.8029)  acc1: 7.8125 (8.1137)  acc5: 20.3125 (20.6644)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [9]  [ 140/1251]  eta: 0:09:15  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 5.6893 (5.7919)  acc1: 9.3750 (8.2613)  acc5: 21.8750 (20.8610)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [9]  [ 150/1251]  eta: 0:09:08  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.5628 (5.7974)  acc1: 9.3750 (8.2031)  acc5: 21.8750 (20.7419)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [9]  [ 160/1251]  eta: 0:09:02  lr: 3.000e-02  img/s: 4.87e+02  pen: 5.0e-02  loss: 5.8046 (5.7981)  acc1: 7.8125 (8.1134)  acc5: 20.7031 (20.6303)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [9]  [ 170/1251]  eta: 0:08:55  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 5.7623 (5.7955)  acc1: 8.2031 (8.1277)  acc5: 21.8750 (20.5958)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [9]  [ 180/1251]  eta: 0:08:49  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.6621 (5.7928)  acc1: 8.2031 (8.1708)  acc5: 20.3125 (20.6039)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [9]  [ 190/1251]  eta: 0:08:43  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.5854 (5.7871)  acc1: 8.5938 (8.2236)  acc5: 20.7031 (20.6949)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [9]  [ 200/1251]  eta: 0:08:37  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.5854 (5.7932)  acc1: 7.8125 (8.1293)  acc5: 20.7031 (20.5690)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [9]  [ 210/1251]  eta: 0:08:31  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 5.9317 (5.7948)  acc1: 6.2500 (8.1032)  acc5: 19.1406 (20.5421)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [9]  [ 220/1251]  eta: 0:08:25  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.6833 (5.7924)  acc1: 8.2031 (8.1130)  acc5: 22.6562 (20.5900)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [9]  [ 230/1251]  eta: 0:08:20  lr: 3.000e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 5.8554 (5.8024)  acc1: 7.8125 (8.0374)  acc5: 19.5312 (20.4190)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [9]  [ 240/1251]  eta: 0:08:14  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.8350 (5.8036)  acc1: 7.8125 (8.0394)  acc5: 21.0938 (20.4422)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [9]  [ 250/1251]  eta: 0:08:09  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.8350 (5.8091)  acc1: 7.8125 (7.9884)  acc5: 21.4844 (20.3327)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [9]  [ 260/1251]  eta: 0:08:04  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 5.5727 (5.8030)  acc1: 8.5938 (8.0370)  acc5: 21.4844 (20.4247)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [9]  [ 270/1251]  eta: 0:07:58  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.5727 (5.8041)  acc1: 8.9844 (8.0417)  acc5: 21.4844 (20.4480)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [9]  [ 280/1251]  eta: 0:07:53  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 5.9353 (5.8086)  acc1: 7.4219 (8.0182)  acc5: 19.9219 (20.3723)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [9]  [ 290/1251]  eta: 0:07:47  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.8523 (5.8076)  acc1: 7.8125 (8.0326)  acc5: 21.8750 (20.4481)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [9]  [ 300/1251]  eta: 0:07:42  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.8523 (5.8106)  acc1: 8.2031 (8.0448)  acc5: 22.2656 (20.4643)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [9]  [ 310/1251]  eta: 0:07:37  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.9135 (5.8130)  acc1: 8.2031 (8.0624)  acc5: 21.4844 (20.4971)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [9]  [ 320/1251]  eta: 0:07:32  lr: 3.000e-02  img/s: 5.08e+02  pen: 4.4e-02  loss: 5.6350 (5.8085)  acc1: 8.9844 (8.0985)  acc5: 25.0000 (20.5875)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [9]  [ 330/1251]  eta: 0:07:27  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 5.8233 (5.8101)  acc1: 7.0312 (8.0828)  acc5: 20.3125 (20.5733)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [9]  [ 340/1251]  eta: 0:07:21  lr: 3.000e-02  img/s: 5.41e+02  pen: 5.2e-02  loss: 6.0451 (5.8148)  acc1: 7.0312 (8.0634)  acc5: 19.1406 (20.5267)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [9]  [ 350/1251]  eta: 0:07:16  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.8539 (5.8151)  acc1: 7.0312 (8.0395)  acc5: 21.0938 (20.4917)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [9]  [ 360/1251]  eta: 0:07:11  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.8539 (5.8181)  acc1: 7.8125 (8.0462)  acc5: 21.0938 (20.4997)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [9]  [ 370/1251]  eta: 0:07:06  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 5.9177 (5.8175)  acc1: 8.2031 (8.0726)  acc5: 21.0938 (20.5189)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [9]  [ 380/1251]  eta: 0:07:01  lr: 3.000e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.8428 (5.8176)  acc1: 7.0312 (8.0760)  acc5: 21.0938 (20.5206)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [9]  [ 390/1251]  eta: 0:06:56  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.9712 (5.8216)  acc1: 7.0312 (8.0573)  acc5: 17.9688 (20.4723)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [9]  [ 400/1251]  eta: 0:06:51  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 6.0716 (5.8221)  acc1: 7.4219 (8.0736)  acc5: 17.9688 (20.4781)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [9]  [ 410/1251]  eta: 0:06:46  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.9150 (5.8229)  acc1: 8.2031 (8.0615)  acc5: 17.9688 (20.4513)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [9]  [ 420/1251]  eta: 0:06:41  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.4132 (5.8129)  acc1: 9.7656 (8.1317)  acc5: 25.7812 (20.6066)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [9]  [ 430/1251]  eta: 0:06:36  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.4278 (5.8142)  acc1: 9.7656 (8.1324)  acc5: 23.8281 (20.5790)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [9]  [ 440/1251]  eta: 0:06:31  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.7092 (5.8164)  acc1: 8.2031 (8.1110)  acc5: 20.3125 (20.5490)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [9]  [ 450/1251]  eta: 0:06:26  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 6.0926 (5.8197)  acc1: 6.2500 (8.0715)  acc5: 15.6250 (20.4987)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [9]  [ 460/1251]  eta: 0:06:21  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 5.9955 (5.8204)  acc1: 7.4219 (8.0786)  acc5: 19.5312 (20.5074)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [9]  [ 470/1251]  eta: 0:06:16  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.9002 (5.8190)  acc1: 8.2031 (8.0953)  acc5: 20.7031 (20.5331)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [9]  [ 480/1251]  eta: 0:06:11  lr: 3.000e-02  img/s: 5.09e+02  pen: 4.3e-02  loss: 5.8421 (5.8194)  acc1: 9.3750 (8.1049)  acc5: 23.0469 (20.5407)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [9]  [ 490/1251]  eta: 0:06:06  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 5.6527 (5.8157)  acc1: 9.7656 (8.1490)  acc5: 23.8281 (20.6100)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [9]  [ 500/1251]  eta: 0:06:01  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.6963 (5.8185)  acc1: 9.7656 (8.1337)  acc5: 23.0469 (20.5698)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [9]  [ 510/1251]  eta: 0:05:56  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.7000 (5.8148)  acc1: 9.3750 (8.1794)  acc5: 23.0469 (20.6657)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [9]  [ 520/1251]  eta: 0:05:52  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 5.5836 (5.8125)  acc1: 9.3750 (8.1844)  acc5: 26.1719 (20.6979)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [9]  [ 530/1251]  eta: 0:05:47  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 6.1308 (5.8181)  acc1: 6.2500 (8.1354)  acc5: 16.7969 (20.6112)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [9]  [ 540/1251]  eta: 0:05:42  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 6.1308 (5.8167)  acc1: 6.2500 (8.1468)  acc5: 19.1406 (20.6360)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [9]  [ 550/1251]  eta: 0:05:37  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 6.0179 (5.8213)  acc1: 7.0312 (8.1138)  acc5: 19.1406 (20.5755)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [9]  [ 560/1251]  eta: 0:05:32  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 6.1003 (5.8219)  acc1: 7.0312 (8.1161)  acc5: 18.7500 (20.5708)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [9]  [ 570/1251]  eta: 0:05:27  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 5.4935 (5.8189)  acc1: 8.9844 (8.1210)  acc5: 22.6562 (20.5985)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [9]  [ 580/1251]  eta: 0:05:22  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 5.9675 (5.8238)  acc1: 6.6406 (8.0895)  acc5: 18.3594 (20.5485)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [9]  [ 590/1251]  eta: 0:05:17  lr: 3.000e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.9756 (5.8224)  acc1: 7.4219 (8.0987)  acc5: 18.3594 (20.5848)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [9]  [ 600/1251]  eta: 0:05:13  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.7168 (5.8220)  acc1: 8.2031 (8.1063)  acc5: 23.8281 (20.5959)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [9]  [ 610/1251]  eta: 0:05:08  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.7168 (5.8213)  acc1: 8.9844 (8.1277)  acc5: 22.2656 (20.6245)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [9]  [ 620/1251]  eta: 0:05:03  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.7447 (5.8204)  acc1: 8.9844 (8.1390)  acc5: 22.6562 (20.6409)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [9]  [ 630/1251]  eta: 0:04:58  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.7447 (5.8211)  acc1: 8.9844 (8.1406)  acc5: 22.6562 (20.6369)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [9]  [ 640/1251]  eta: 0:04:53  lr: 3.000e-02  img/s: 5.08e+02  pen: 4.1e-02  loss: 6.0560 (5.8255)  acc1: 8.2031 (8.1233)  acc5: 21.0938 (20.5928)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [9]  [ 650/1251]  eta: 0:04:48  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 6.0602 (5.8269)  acc1: 7.4219 (8.1053)  acc5: 19.5312 (20.5681)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [9]  [ 660/1251]  eta: 0:04:43  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 5.9014 (5.8253)  acc1: 7.4219 (8.1168)  acc5: 21.8750 (20.5796)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [9]  [ 670/1251]  eta: 0:04:38  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.4395 (5.8217)  acc1: 10.1562 (8.1461)  acc5: 25.0000 (20.6286)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [9]  [ 680/1251]  eta: 0:04:34  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.4395 (5.8203)  acc1: 9.7656 (8.1601)  acc5: 24.6094 (20.6423)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [9]  [ 690/1251]  eta: 0:04:29  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.8986 (5.8203)  acc1: 8.9844 (8.1619)  acc5: 21.4844 (20.6489)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [9]  [ 700/1251]  eta: 0:04:24  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.8986 (5.8200)  acc1: 8.5938 (8.1597)  acc5: 20.3125 (20.6396)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [9]  [ 710/1251]  eta: 0:04:19  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 6.0507 (5.8238)  acc1: 7.8125 (8.1460)  acc5: 18.3594 (20.5888)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [9]  [ 720/1251]  eta: 0:04:14  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 6.0634 (5.8239)  acc1: 7.8125 (8.1619)  acc5: 18.7500 (20.5975)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [9]  [ 730/1251]  eta: 0:04:09  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.7716 (5.8237)  acc1: 7.8125 (8.1438)  acc5: 20.3125 (20.5765)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [9]  [ 740/1251]  eta: 0:04:05  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 6.0190 (5.8244)  acc1: 7.0312 (8.1409)  acc5: 19.1406 (20.5671)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [9]  [ 750/1251]  eta: 0:04:00  lr: 3.000e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 5.9533 (5.8239)  acc1: 8.5938 (8.1594)  acc5: 20.7031 (20.6022)  time: 0.4772  data: 0.0004  max mem: 42896
Epoch: [9]  [ 760/1251]  eta: 0:03:55  lr: 3.000e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 5.9533 (5.8245)  acc1: 8.2031 (8.1472)  acc5: 21.4844 (20.6015)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [9]  [ 770/1251]  eta: 0:03:50  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 6.0256 (5.8245)  acc1: 7.0312 (8.1413)  acc5: 20.7031 (20.6185)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [9]  [ 780/1251]  eta: 0:03:45  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.6060 (5.8220)  acc1: 8.9844 (8.1626)  acc5: 23.4375 (20.6731)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [9]  [ 790/1251]  eta: 0:03:41  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 5.5138 (5.8200)  acc1: 8.9844 (8.1681)  acc5: 24.2188 (20.6918)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [9]  [ 800/1251]  eta: 0:03:36  lr: 3.000e-02  img/s: 5.09e+02  pen: 4.3e-02  loss: 5.6958 (5.8209)  acc1: 7.8125 (8.1612)  acc5: 22.2656 (20.6870)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [9]  [ 810/1251]  eta: 0:03:31  lr: 3.000e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 5.8514 (5.8194)  acc1: 8.9844 (8.1834)  acc5: 22.2656 (20.7219)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [9]  [ 820/1251]  eta: 0:03:26  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 5.8346 (5.8186)  acc1: 9.7656 (8.1884)  acc5: 23.4375 (20.7450)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [9]  [ 830/1251]  eta: 0:03:21  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 5.8346 (5.8180)  acc1: 8.5938 (8.1862)  acc5: 23.0469 (20.7370)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [9]  [ 840/1251]  eta: 0:03:16  lr: 3.000e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 5.6766 (5.8194)  acc1: 6.2500 (8.1757)  acc5: 16.0156 (20.7027)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [9]  [ 850/1251]  eta: 0:03:12  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.7129 (5.8184)  acc1: 8.5938 (8.1875)  acc5: 20.3125 (20.7330)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [9]  [ 860/1251]  eta: 0:03:07  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.7984 (5.8187)  acc1: 8.9844 (8.1931)  acc5: 23.8281 (20.7381)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [9]  [ 870/1251]  eta: 0:03:02  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.7264 (5.8171)  acc1: 8.9844 (8.2081)  acc5: 23.8281 (20.7673)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [9]  [ 880/1251]  eta: 0:02:57  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.9305 (5.8192)  acc1: 8.2031 (8.2053)  acc5: 19.9219 (20.7599)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [9]  [ 890/1251]  eta: 0:02:52  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 6.0349 (5.8195)  acc1: 7.8125 (8.1939)  acc5: 18.7500 (20.7540)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [9]  [ 900/1251]  eta: 0:02:48  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.7672 (5.8191)  acc1: 8.2031 (8.2023)  acc5: 21.8750 (20.7712)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [9]  [ 910/1251]  eta: 0:02:43  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.8389 (5.8188)  acc1: 8.5938 (8.2018)  acc5: 21.0938 (20.7696)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [9]  [ 920/1251]  eta: 0:02:38  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.9928 (5.8195)  acc1: 8.2031 (8.2091)  acc5: 19.5312 (20.7676)  time: 0.4735  data: 0.0002  max mem: 42896
Epoch: [9]  [ 930/1251]  eta: 0:02:33  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.8869 (5.8201)  acc1: 7.0312 (8.1985)  acc5: 18.7500 (20.7656)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [9]  [ 940/1251]  eta: 0:02:28  lr: 3.000e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.6445 (5.8187)  acc1: 8.2031 (8.2160)  acc5: 22.6562 (20.7878)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [9]  [ 950/1251]  eta: 0:02:24  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.4509 (5.8159)  acc1: 10.9375 (8.2393)  acc5: 25.3906 (20.8292)  time: 0.4735  data: 0.0002  max mem: 42896
Epoch: [9]  [ 960/1251]  eta: 0:02:19  lr: 3.000e-02  img/s: 5.10e+02  pen: 4.5e-02  loss: 5.4491 (5.8149)  acc1: 9.3750 (8.2381)  acc5: 23.4375 (20.8255)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [9]  [ 970/1251]  eta: 0:02:14  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.4803 (5.8140)  acc1: 7.8125 (8.2474)  acc5: 21.0938 (20.8371)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [9]  [ 980/1251]  eta: 0:02:09  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.9143 (5.8143)  acc1: 7.8125 (8.2378)  acc5: 19.9219 (20.8317)  time: 0.4738  data: 0.0002  max mem: 42896
Epoch: [9]  [ 990/1251]  eta: 0:02:04  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.8698 (5.8132)  acc1: 8.2031 (8.2441)  acc5: 21.0938 (20.8557)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [9]  [1000/1251]  eta: 0:02:00  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.7206 (5.8130)  acc1: 8.9844 (8.2449)  acc5: 22.2656 (20.8565)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [9]  [1010/1251]  eta: 0:01:55  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.7206 (5.8131)  acc1: 8.9844 (8.2429)  acc5: 23.0469 (20.8542)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [9]  [1020/1251]  eta: 0:01:50  lr: 3.000e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.8582 (5.8139)  acc1: 7.8125 (8.2364)  acc5: 23.4375 (20.8535)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [9]  [1030/1251]  eta: 0:01:45  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 6.1219 (5.8173)  acc1: 6.2500 (8.2164)  acc5: 15.6250 (20.8225)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [9]  [1040/1251]  eta: 0:01:40  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 6.1219 (5.8165)  acc1: 5.8594 (8.2110)  acc5: 17.9688 (20.8161)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [9]  [1050/1251]  eta: 0:01:36  lr: 3.000e-02  img/s: 5.37e+02  pen: 4.0e-02  loss: 5.9156 (5.8174)  acc1: 6.6406 (8.1972)  acc5: 21.4844 (20.8050)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [9]  [1060/1251]  eta: 0:01:31  lr: 3.000e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 5.8538 (5.8166)  acc1: 8.2031 (8.2072)  acc5: 22.2656 (20.8121)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [9]  [1070/1251]  eta: 0:01:26  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.6903 (5.8165)  acc1: 9.3750 (8.2152)  acc5: 23.4375 (20.8045)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [9]  [1080/1251]  eta: 0:01:21  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.7271 (5.8157)  acc1: 10.1562 (8.2252)  acc5: 23.0469 (20.8184)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [9]  [1090/1251]  eta: 0:01:17  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.8942 (5.8160)  acc1: 8.2031 (8.2217)  acc5: 20.7031 (20.8045)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [9]  [1100/1251]  eta: 0:01:12  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.7945 (5.8144)  acc1: 8.5938 (8.2418)  acc5: 20.7031 (20.8301)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [9]  [1110/1251]  eta: 0:01:07  lr: 3.000e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 5.8872 (5.8154)  acc1: 8.5938 (8.2355)  acc5: 19.9219 (20.8234)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [9]  [1120/1251]  eta: 0:01:02  lr: 3.000e-02  img/s: 5.10e+02  pen: 4.2e-02  loss: 5.9318 (5.8156)  acc1: 8.2031 (8.2387)  acc5: 19.9219 (20.8261)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [9]  [1130/1251]  eta: 0:00:57  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 5.6778 (5.8129)  acc1: 8.9844 (8.2498)  acc5: 21.8750 (20.8620)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [9]  [1140/1251]  eta: 0:00:53  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.5214 (5.8133)  acc1: 10.1562 (8.2572)  acc5: 25.3906 (20.8681)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [9]  [1150/1251]  eta: 0:00:48  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.5859 (5.8128)  acc1: 10.1562 (8.2612)  acc5: 23.0469 (20.8637)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [9]  [1160/1251]  eta: 0:00:43  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.5859 (5.8119)  acc1: 10.1562 (8.2734)  acc5: 25.0000 (20.8862)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [9]  [1170/1251]  eta: 0:00:38  lr: 3.000e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.7710 (5.8131)  acc1: 8.2031 (8.2688)  acc5: 23.8281 (20.8696)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [9]  [1180/1251]  eta: 0:00:33  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.7232 (5.8120)  acc1: 8.2031 (8.2852)  acc5: 23.8281 (20.9122)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [9]  [1190/1251]  eta: 0:00:29  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.5608 (5.8113)  acc1: 9.7656 (8.2904)  acc5: 26.1719 (20.9268)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [9]  [1200/1251]  eta: 0:00:24  lr: 3.000e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.6684 (5.8110)  acc1: 9.7656 (8.3020)  acc5: 25.0000 (20.9406)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [9]  [1210/1251]  eta: 0:00:19  lr: 3.000e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.9665 (5.8108)  acc1: 9.7656 (8.3167)  acc5: 23.0469 (20.9618)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [9]  [1220/1251]  eta: 0:00:14  lr: 3.000e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 6.0652 (5.8124)  acc1: 8.2031 (8.3074)  acc5: 21.4844 (20.9367)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [9]  [1230/1251]  eta: 0:00:10  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 6.0211 (5.8119)  acc1: 8.2031 (8.3167)  acc5: 18.7500 (20.9452)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [9]  [1240/1251]  eta: 0:00:05  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.6847 (5.8123)  acc1: 9.7656 (8.3164)  acc5: 22.2656 (20.9540)  time: 0.4740  data: 0.0006  max mem: 42896
Epoch: [9]  [1250/1251]  eta: 0:00:00  lr: 3.000e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.6749 (5.8108)  acc1: 9.3750 (8.3230)  acc5: 25.3906 (20.9767)  time: 0.4753  data: 0.0006  max mem: 42896
Epoch: [9] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:03:02  loss: 5.0269 (5.0269)  acc1: 10.1562 (10.1562)  acc5: 37.1094 (37.1094)  time: 3.7144  data: 3.4605  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 11.176 Acc@5 27.700 Loss: 5.296
Test: EMA  [ 0/49]  eta: 0:02:41  loss: 5.5943 (5.5943)  acc1: 6.6406 (6.6406)  acc5: 25.0000 (25.0000)  time: 3.2872  data: 3.0350  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 6.114 Acc@5 17.486 Loss: 5.746
Epoch: [10]  [   0/1251]  eta: 1:18:02  lr: 2.999e-02  img/s: 5.15e+02  pen: 4.2e-02  loss: 6.1280 (6.1280)  acc1: 6.6406 (6.6406)  acc5: 18.3594 (18.3594)  time: 3.7431  data: 3.2462  max mem: 42896
Epoch: [10]  [  10/1251]  eta: 0:15:56  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.7229 (5.8157)  acc1: 8.5938 (8.9134)  acc5: 23.8281 (22.7628)  time: 0.7710  data: 0.2954  max mem: 42896
Epoch: [10]  [  20/1251]  eta: 0:12:54  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.7133 (5.7614)  acc1: 8.5938 (9.3936)  acc5: 24.2188 (23.2887)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [10]  [  30/1251]  eta: 0:11:47  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 5.2679 (5.6547)  acc1: 10.9375 (9.6396)  acc5: 27.3438 (24.0297)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [10]  [  40/1251]  eta: 0:11:11  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 5.2679 (5.6247)  acc1: 10.9375 (9.7752)  acc5: 26.9531 (24.3807)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [10]  [  50/1251]  eta: 0:10:46  lr: 2.999e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.7630 (5.6939)  acc1: 8.2031 (9.1605)  acc5: 23.4375 (23.2460)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [10]  [  60/1251]  eta: 0:10:28  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 6.1538 (5.7321)  acc1: 4.2969 (8.7410)  acc5: 15.2344 (22.3489)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [10]  [  70/1251]  eta: 0:10:14  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 5.6263 (5.7060)  acc1: 9.7656 (9.0559)  acc5: 22.6562 (22.7278)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [10]  [  80/1251]  eta: 0:10:03  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.5658 (5.7212)  acc1: 10.5469 (9.0326)  acc5: 24.2188 (22.5598)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [10]  [  90/1251]  eta: 0:09:52  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 5.8529 (5.7239)  acc1: 8.2031 (8.9758)  acc5: 21.4844 (22.3644)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [10]  [ 100/1251]  eta: 0:09:43  lr: 2.999e-02  img/s: 5.37e+02  pen: 4.4e-02  loss: 6.0128 (5.7425)  acc1: 8.5938 (8.9302)  acc5: 18.7500 (22.1728)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [10]  [ 110/1251]  eta: 0:09:35  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 5.9895 (5.7282)  acc1: 9.3750 (8.9140)  acc5: 23.8281 (22.3430)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [10]  [ 120/1251]  eta: 0:09:27  lr: 2.999e-02  img/s: 5.36e+02  pen: 4.0e-02  loss: 6.0125 (5.7594)  acc1: 8.2031 (8.7229)  acc5: 21.0938 (21.9363)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [10]  [ 130/1251]  eta: 0:09:20  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 6.0462 (5.7688)  acc1: 6.6406 (8.6236)  acc5: 17.9688 (21.7110)  time: 0.4770  data: 0.0003  max mem: 42896
Epoch: [10]  [ 140/1251]  eta: 0:09:13  lr: 2.999e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 6.0200 (5.7764)  acc1: 6.6406 (8.5827)  acc5: 17.9688 (21.6146)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [10]  [ 150/1251]  eta: 0:09:06  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.6578 (5.7727)  acc1: 7.8125 (8.6222)  acc5: 19.5312 (21.6551)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [10]  [ 160/1251]  eta: 0:09:00  lr: 2.999e-02  img/s: 5.10e+02  pen: 4.1e-02  loss: 5.5181 (5.7708)  acc1: 7.8125 (8.6301)  acc5: 21.0938 (21.6421)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [10]  [ 170/1251]  eta: 0:08:54  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.6777 (5.7683)  acc1: 9.7656 (8.6806)  acc5: 23.8281 (21.7516)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [10]  [ 180/1251]  eta: 0:08:48  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.6777 (5.7621)  acc1: 9.7656 (8.7405)  acc5: 23.8281 (21.8836)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [10]  [ 190/1251]  eta: 0:08:42  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.7878 (5.7630)  acc1: 8.2031 (8.7083)  acc5: 23.0469 (21.8955)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [10]  [ 200/1251]  eta: 0:08:36  lr: 2.999e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 5.8673 (5.7671)  acc1: 7.4219 (8.7181)  acc5: 20.3125 (21.8595)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [10]  [ 210/1251]  eta: 0:08:30  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 5.8950 (5.7687)  acc1: 8.2031 (8.7493)  acc5: 23.4375 (21.9416)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [10]  [ 220/1251]  eta: 0:08:25  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 5.6570 (5.7627)  acc1: 8.5938 (8.7917)  acc5: 26.1719 (22.0394)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [10]  [ 230/1251]  eta: 0:08:19  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.5212 (5.7610)  acc1: 9.7656 (8.8068)  acc5: 25.3906 (22.0915)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [10]  [ 240/1251]  eta: 0:08:14  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.3658 (5.7480)  acc1: 10.1562 (8.8579)  acc5: 25.3906 (22.2267)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [10]  [ 250/1251]  eta: 0:08:08  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 5.2819 (5.7436)  acc1: 10.1562 (8.8972)  acc5: 26.9531 (22.2625)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [10]  [ 260/1251]  eta: 0:08:03  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.8125 (5.7489)  acc1: 8.5938 (8.8766)  acc5: 21.8750 (22.2207)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [10]  [ 270/1251]  eta: 0:07:57  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.9748 (5.7547)  acc1: 7.8125 (8.8503)  acc5: 20.7031 (22.1546)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [10]  [ 280/1251]  eta: 0:07:52  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.9093 (5.7579)  acc1: 7.4219 (8.8384)  acc5: 19.5312 (22.1099)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [10]  [ 290/1251]  eta: 0:07:47  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.9189 (5.7636)  acc1: 7.4219 (8.8179)  acc5: 21.4844 (22.0428)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [10]  [ 300/1251]  eta: 0:07:42  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.9796 (5.7670)  acc1: 7.4219 (8.8131)  acc5: 21.4844 (22.0139)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [10]  [ 310/1251]  eta: 0:07:36  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 5.5579 (5.7569)  acc1: 8.9844 (8.8839)  acc5: 26.1719 (22.1702)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [10]  [ 320/1251]  eta: 0:07:31  lr: 2.999e-02  img/s: 5.11e+02  pen: 4.1e-02  loss: 5.2856 (5.7456)  acc1: 10.9375 (8.9406)  acc5: 28.1250 (22.3545)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [10]  [ 330/1251]  eta: 0:07:26  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.4108 (5.7501)  acc1: 10.5469 (8.9230)  acc5: 27.3438 (22.3577)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [10]  [ 340/1251]  eta: 0:07:21  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.7332 (5.7516)  acc1: 8.5938 (8.9111)  acc5: 22.6562 (22.3641)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [10]  [ 350/1251]  eta: 0:07:16  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.7888 (5.7518)  acc1: 8.5938 (8.9009)  acc5: 22.6562 (22.3291)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [10]  [ 360/1251]  eta: 0:07:11  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.8964 (5.7560)  acc1: 8.2031 (8.9032)  acc5: 20.3125 (22.3143)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [10]  [ 370/1251]  eta: 0:07:06  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.9855 (5.7582)  acc1: 8.2031 (8.8917)  acc5: 22.2656 (22.3056)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [10]  [ 380/1251]  eta: 0:07:01  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.5265 (5.7514)  acc1: 10.5469 (8.9526)  acc5: 25.0000 (22.4204)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [10]  [ 390/1251]  eta: 0:06:56  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.7094 (5.7568)  acc1: 10.5469 (8.9254)  acc5: 24.2188 (22.3376)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [10]  [ 400/1251]  eta: 0:06:51  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.9389 (5.7598)  acc1: 7.8125 (8.9142)  acc5: 17.9688 (22.3221)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [10]  [ 410/1251]  eta: 0:06:46  lr: 2.999e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.9497 (5.7635)  acc1: 8.2031 (8.8979)  acc5: 20.7031 (22.2637)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [10]  [ 420/1251]  eta: 0:06:41  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.7400 (5.7603)  acc1: 8.5938 (8.9222)  acc5: 22.6562 (22.3185)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [10]  [ 430/1251]  eta: 0:06:36  lr: 2.999e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.6109 (5.7601)  acc1: 8.9844 (8.8983)  acc5: 24.2188 (22.2946)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [10]  [ 440/1251]  eta: 0:06:31  lr: 2.999e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 5.7013 (5.7562)  acc1: 8.9844 (8.9135)  acc5: 24.2188 (22.3356)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [10]  [ 450/1251]  eta: 0:06:26  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.3421 (5.7552)  acc1: 10.1562 (8.9203)  acc5: 24.2188 (22.3263)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [10]  [ 460/1251]  eta: 0:06:21  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 5.3421 (5.7531)  acc1: 10.1562 (8.9251)  acc5: 25.3906 (22.3444)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [10]  [ 470/1251]  eta: 0:06:16  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.6660 (5.7535)  acc1: 10.1562 (8.9363)  acc5: 25.3906 (22.3336)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [10]  [ 480/1251]  eta: 0:06:11  lr: 2.999e-02  img/s: 5.01e+02  pen: 4.4e-02  loss: 5.6428 (5.7503)  acc1: 10.1562 (8.9616)  acc5: 24.2188 (22.3899)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [10]  [ 490/1251]  eta: 0:06:06  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 5.6258 (5.7487)  acc1: 10.5469 (9.0138)  acc5: 25.7812 (22.4582)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [10]  [ 500/1251]  eta: 0:06:01  lr: 2.999e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.8408 (5.7504)  acc1: 10.5469 (9.0124)  acc5: 23.8281 (22.4379)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [10]  [ 510/1251]  eta: 0:05:56  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 6.0047 (5.7510)  acc1: 9.3750 (9.0081)  acc5: 23.0469 (22.4300)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [10]  [ 520/1251]  eta: 0:05:51  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.6232 (5.7505)  acc1: 10.1562 (9.0039)  acc5: 25.0000 (22.4463)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [10]  [ 530/1251]  eta: 0:05:47  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.7408 (5.7526)  acc1: 8.9844 (8.9939)  acc5: 24.2188 (22.4253)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [10]  [ 540/1251]  eta: 0:05:42  lr: 2.999e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 5.9746 (5.7557)  acc1: 8.9844 (8.9959)  acc5: 21.4844 (22.4086)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [10]  [ 550/1251]  eta: 0:05:37  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.9606 (5.7577)  acc1: 8.2031 (8.9830)  acc5: 21.4844 (22.3734)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [10]  [ 560/1251]  eta: 0:05:32  lr: 2.999e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 5.7739 (5.7574)  acc1: 9.7656 (8.9858)  acc5: 22.6562 (22.3937)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [10]  [ 570/1251]  eta: 0:05:27  lr: 2.999e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.7833 (5.7596)  acc1: 9.3750 (8.9714)  acc5: 23.0469 (22.3409)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [10]  [ 580/1251]  eta: 0:05:22  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 6.0206 (5.7625)  acc1: 8.2031 (8.9682)  acc5: 18.3594 (22.3019)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [10]  [ 590/1251]  eta: 0:05:17  lr: 2.999e-02  img/s: 5.35e+02  pen: 4.4e-02  loss: 6.0007 (5.7637)  acc1: 8.2031 (8.9639)  acc5: 19.9219 (22.2901)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [10]  [ 600/1251]  eta: 0:05:12  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 5.6449 (5.7590)  acc1: 11.3281 (9.0026)  acc5: 24.6094 (22.3547)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [10]  [ 610/1251]  eta: 0:05:08  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.5598 (5.7603)  acc1: 10.1562 (8.9895)  acc5: 25.3906 (22.3404)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [10]  [ 620/1251]  eta: 0:05:03  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.5465 (5.7577)  acc1: 9.7656 (9.0039)  acc5: 25.0000 (22.3826)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [10]  [ 630/1251]  eta: 0:04:58  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.5942 (5.7592)  acc1: 8.9844 (8.9869)  acc5: 25.0000 (22.3727)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [10]  [ 640/1251]  eta: 0:04:53  lr: 2.999e-02  img/s: 5.04e+02  pen: 3.7e-02  loss: 5.9492 (5.7599)  acc1: 7.8125 (8.9807)  acc5: 20.3125 (22.3643)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [10]  [ 650/1251]  eta: 0:04:48  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.6589 (5.7572)  acc1: 8.9844 (9.0102)  acc5: 25.0000 (22.4156)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [10]  [ 660/1251]  eta: 0:04:43  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.6589 (5.7570)  acc1: 9.3750 (9.0181)  acc5: 25.0000 (22.4199)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [10]  [ 670/1251]  eta: 0:04:38  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.9520 (5.7585)  acc1: 8.9844 (9.0106)  acc5: 21.8750 (22.4135)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [10]  [ 680/1251]  eta: 0:04:34  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.9520 (5.7571)  acc1: 8.5938 (9.0228)  acc5: 21.8750 (22.4377)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [10]  [ 690/1251]  eta: 0:04:29  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.6284 (5.7564)  acc1: 10.9375 (9.0500)  acc5: 27.3438 (22.4861)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [10]  [ 700/1251]  eta: 0:04:24  lr: 2.999e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.8002 (5.7582)  acc1: 10.1562 (9.0340)  acc5: 23.0469 (22.4423)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [10]  [ 710/1251]  eta: 0:04:19  lr: 2.999e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 5.6667 (5.7575)  acc1: 8.2031 (9.0470)  acc5: 19.5312 (22.4574)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [10]  [ 720/1251]  eta: 0:04:14  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.6488 (5.7562)  acc1: 10.9375 (9.0629)  acc5: 26.1719 (22.4813)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [10]  [ 730/1251]  eta: 0:04:09  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.6488 (5.7544)  acc1: 10.5469 (9.0645)  acc5: 26.1719 (22.4901)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [10]  [ 740/1251]  eta: 0:04:05  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 5.4056 (5.7521)  acc1: 10.1562 (9.0793)  acc5: 26.1719 (22.5102)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [10]  [ 750/1251]  eta: 0:04:00  lr: 2.999e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 5.8859 (5.7553)  acc1: 8.2031 (9.0515)  acc5: 20.7031 (22.4570)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [10]  [ 760/1251]  eta: 0:03:55  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.7246 (5.7504)  acc1: 8.5938 (9.0639)  acc5: 24.2188 (22.5284)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [10]  [ 770/1251]  eta: 0:03:50  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 5.5893 (5.7509)  acc1: 9.3750 (9.0746)  acc5: 25.0000 (22.5407)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [10]  [ 780/1251]  eta: 0:03:45  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.5893 (5.7457)  acc1: 10.5469 (9.1184)  acc5: 26.5625 (22.6092)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [10]  [ 790/1251]  eta: 0:03:41  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.2748 (5.7437)  acc1: 10.5469 (9.1340)  acc5: 27.7344 (22.6498)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [10]  [ 800/1251]  eta: 0:03:36  lr: 2.999e-02  img/s: 5.07e+02  pen: 4.0e-02  loss: 5.8319 (5.7454)  acc1: 9.7656 (9.1195)  acc5: 23.0469 (22.6007)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [10]  [ 810/1251]  eta: 0:03:31  lr: 2.999e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 6.0262 (5.7476)  acc1: 6.2500 (9.1106)  acc5: 16.7969 (22.5638)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [10]  [ 820/1251]  eta: 0:03:26  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.8546 (5.7465)  acc1: 10.5469 (9.1281)  acc5: 23.4375 (22.5958)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [10]  [ 830/1251]  eta: 0:03:21  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.4808 (5.7437)  acc1: 10.9375 (9.1564)  acc5: 25.7812 (22.6454)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [10]  [ 840/1251]  eta: 0:03:16  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.4117 (5.7434)  acc1: 10.9375 (9.1558)  acc5: 25.3906 (22.6567)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [10]  [ 850/1251]  eta: 0:03:12  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.5863 (5.7428)  acc1: 8.5938 (9.1583)  acc5: 23.0469 (22.6668)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [10]  [ 860/1251]  eta: 0:03:07  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 5.8163 (5.7454)  acc1: 8.5938 (9.1504)  acc5: 20.3125 (22.6386)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [10]  [ 870/1251]  eta: 0:03:02  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.8921 (5.7449)  acc1: 8.5938 (9.1579)  acc5: 20.3125 (22.6500)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [10]  [ 880/1251]  eta: 0:02:57  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.7833 (5.7444)  acc1: 8.5938 (9.1555)  acc5: 23.4375 (22.6651)  time: 0.4772  data: 0.0003  max mem: 42896
Epoch: [10]  [ 890/1251]  eta: 0:02:52  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.8771 (5.7459)  acc1: 8.5938 (9.1497)  acc5: 22.6562 (22.6567)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [10]  [ 900/1251]  eta: 0:02:48  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 5.9327 (5.7436)  acc1: 8.5938 (9.1708)  acc5: 22.2656 (22.6914)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [10]  [ 910/1251]  eta: 0:02:43  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 5.3963 (5.7424)  acc1: 11.7188 (9.1816)  acc5: 26.9531 (22.7008)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [10]  [ 920/1251]  eta: 0:02:38  lr: 2.999e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 5.3965 (5.7418)  acc1: 11.7188 (9.1909)  acc5: 26.9531 (22.7076)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [10]  [ 930/1251]  eta: 0:02:33  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.6726 (5.7406)  acc1: 11.3281 (9.2105)  acc5: 26.5625 (22.7385)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [10]  [ 940/1251]  eta: 0:02:28  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.5557 (5.7388)  acc1: 11.3281 (9.2310)  acc5: 26.5625 (22.7638)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [10]  [ 950/1251]  eta: 0:02:24  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.9817 (5.7420)  acc1: 6.6406 (9.2074)  acc5: 18.3594 (22.7129)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [10]  [ 960/1251]  eta: 0:02:19  lr: 2.999e-02  img/s: 5.09e+02  pen: 3.7e-02  loss: 6.1178 (5.7430)  acc1: 6.6406 (9.2116)  acc5: 18.3594 (22.7083)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [10]  [ 970/1251]  eta: 0:02:14  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.7604 (5.7408)  acc1: 9.3750 (9.2262)  acc5: 24.2188 (22.7411)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [10]  [ 980/1251]  eta: 0:02:09  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.9038 (5.7429)  acc1: 7.4219 (9.2177)  acc5: 23.4375 (22.7164)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [10]  [ 990/1251]  eta: 0:02:04  lr: 2.999e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.9038 (5.7422)  acc1: 8.5938 (9.2299)  acc5: 22.6562 (22.7603)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [10]  [1000/1251]  eta: 0:02:00  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.6189 (5.7421)  acc1: 10.5469 (9.2259)  acc5: 26.9531 (22.7643)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [10]  [1010/1251]  eta: 0:01:55  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.5006 (5.7405)  acc1: 10.9375 (9.2417)  acc5: 25.0000 (22.7919)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [10]  [1020/1251]  eta: 0:01:50  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.5006 (5.7400)  acc1: 12.1094 (9.2530)  acc5: 25.0000 (22.8093)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [10]  [1030/1251]  eta: 0:01:45  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.6220 (5.7383)  acc1: 8.9844 (9.2651)  acc5: 25.0000 (22.8487)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [10]  [1040/1251]  eta: 0:01:40  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 5.7488 (5.7385)  acc1: 8.9844 (9.2703)  acc5: 24.2188 (22.8514)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [10]  [1050/1251]  eta: 0:01:36  lr: 2.999e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.9532 (5.7390)  acc1: 10.5469 (9.2754)  acc5: 22.6562 (22.8562)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [10]  [1060/1251]  eta: 0:01:31  lr: 2.999e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 5.6686 (5.7379)  acc1: 10.5469 (9.2833)  acc5: 25.7812 (22.8768)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [10]  [1070/1251]  eta: 0:01:26  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.7747 (5.7385)  acc1: 9.3750 (9.2736)  acc5: 25.3906 (22.8612)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [10]  [1080/1251]  eta: 0:01:21  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.7850 (5.7380)  acc1: 8.2031 (9.2807)  acc5: 23.4375 (22.8705)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [10]  [1090/1251]  eta: 0:01:17  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.7872 (5.7392)  acc1: 8.2031 (9.2715)  acc5: 23.4375 (22.8643)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [10]  [1100/1251]  eta: 0:01:12  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.4743 (5.7355)  acc1: 11.3281 (9.3008)  acc5: 28.1250 (22.9124)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [10]  [1110/1251]  eta: 0:01:07  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.5252 (5.7376)  acc1: 10.5469 (9.2899)  acc5: 26.5625 (22.8785)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [10]  [1120/1251]  eta: 0:01:02  lr: 2.999e-02  img/s: 5.09e+02  pen: 4.1e-02  loss: 6.0217 (5.7373)  acc1: 8.2031 (9.3004)  acc5: 18.3594 (22.8786)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [10]  [1130/1251]  eta: 0:00:57  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 5.7367 (5.7371)  acc1: 9.7656 (9.3073)  acc5: 18.3594 (22.8731)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [10]  [1140/1251]  eta: 0:00:53  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 5.6606 (5.7358)  acc1: 10.1562 (9.3226)  acc5: 25.3906 (22.9031)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [10]  [1150/1251]  eta: 0:00:48  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 5.4092 (5.7334)  acc1: 12.1094 (9.3482)  acc5: 29.2969 (22.9485)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [10]  [1160/1251]  eta: 0:00:43  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.4092 (5.7332)  acc1: 11.3281 (9.3420)  acc5: 27.3438 (22.9449)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [10]  [1170/1251]  eta: 0:00:38  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.6498 (5.7335)  acc1: 9.7656 (9.3466)  acc5: 24.6094 (22.9478)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [10]  [1180/1251]  eta: 0:00:33  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.7636 (5.7323)  acc1: 10.5469 (9.3598)  acc5: 25.3906 (22.9711)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [10]  [1190/1251]  eta: 0:00:29  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 5.4032 (5.7305)  acc1: 10.9375 (9.3717)  acc5: 27.3438 (23.0026)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [10]  [1200/1251]  eta: 0:00:24  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 5.3216 (5.7293)  acc1: 10.9375 (9.3815)  acc5: 26.1719 (23.0241)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [10]  [1210/1251]  eta: 0:00:19  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.3325 (5.7287)  acc1: 10.5469 (9.3847)  acc5: 25.7812 (23.0340)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [10]  [1220/1251]  eta: 0:00:14  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 5.2739 (5.7269)  acc1: 10.9375 (9.4006)  acc5: 26.1719 (23.0590)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [10]  [1230/1251]  eta: 0:00:10  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.7046 (5.7270)  acc1: 10.1562 (9.3991)  acc5: 25.0000 (23.0510)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [10]  [1240/1251]  eta: 0:00:05  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.7685 (5.7257)  acc1: 10.5469 (9.4178)  acc5: 27.3438 (23.0891)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [10]  [1250/1251]  eta: 0:00:00  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.7332 (5.7265)  acc1: 10.5469 (9.4168)  acc5: 27.3438 (23.0840)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [10] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:19  loss: 4.7033 (4.7033)  acc1: 20.3125 (20.3125)  acc5: 45.7031 (45.7031)  time: 2.8520  data: 2.6029  max mem: 42896
Test:  Total time: 0:00:17
Test:  Acc@1 11.878 Acc@5 29.084 Loss: 5.295
Test: EMA  [ 0/49]  eta: 0:03:02  loss: 5.5139 (5.5139)  acc1: 7.4219 (7.4219)  acc5: 27.3438 (27.3438)  time: 3.7196  data: 3.4689  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 6.652 Acc@5 18.598 Loss: 5.681
Epoch: [11]  [   0/1251]  eta: 1:29:05  lr: 2.999e-02  img/s: 5.13e+02  pen: 4.1e-02  loss: 6.2246 (6.2246)  acc1: 4.2969 (4.2969)  acc5: 9.3750 (9.3750)  time: 4.2730  data: 3.7737  max mem: 42896
Epoch: [11]  [  10/1251]  eta: 0:16:57  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.4305 (5.6161)  acc1: 10.1562 (9.8722)  acc5: 27.7344 (24.3253)  time: 0.8197  data: 0.3433  max mem: 42896
Epoch: [11]  [  20/1251]  eta: 0:13:26  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.5164 (5.6366)  acc1: 10.1562 (10.3609)  acc5: 25.7812 (24.9442)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [11]  [  30/1251]  eta: 0:12:08  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.5394 (5.5766)  acc1: 10.1562 (10.8115)  acc5: 25.0000 (25.5418)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [11]  [  40/1251]  eta: 0:11:27  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.5394 (5.6046)  acc1: 10.5469 (10.6517)  acc5: 24.2188 (24.9047)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [11]  [  50/1251]  eta: 0:10:59  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.6756 (5.5889)  acc1: 12.1094 (10.8073)  acc5: 28.1250 (25.3753)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [11]  [  60/1251]  eta: 0:10:39  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 5.4013 (5.5837)  acc1: 12.1094 (10.8607)  acc5: 28.9062 (25.4162)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [11]  [  70/1251]  eta: 0:10:23  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.6446 (5.6030)  acc1: 10.9375 (10.7559)  acc5: 24.6094 (25.1981)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [11]  [  80/1251]  eta: 0:10:10  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.8020 (5.6350)  acc1: 8.2031 (10.4360)  acc5: 20.7031 (24.5756)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [11]  [  90/1251]  eta: 0:09:59  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.6770 (5.6285)  acc1: 8.2031 (10.3623)  acc5: 22.6562 (24.5450)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [11]  [ 100/1251]  eta: 0:09:49  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 5.7076 (5.6409)  acc1: 9.3750 (10.4308)  acc5: 25.0000 (24.6016)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [11]  [ 110/1251]  eta: 0:09:40  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 5.7656 (5.6458)  acc1: 9.3750 (10.3850)  acc5: 25.0000 (24.5531)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [11]  [ 120/1251]  eta: 0:09:32  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.8617 (5.6482)  acc1: 9.3750 (10.3499)  acc5: 24.2188 (24.4706)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [11]  [ 130/1251]  eta: 0:09:24  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.5757 (5.6512)  acc1: 10.9375 (10.3650)  acc5: 25.3906 (24.4394)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [11]  [ 140/1251]  eta: 0:09:17  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.7486 (5.6591)  acc1: 10.9375 (10.3917)  acc5: 23.4375 (24.4348)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [11]  [ 150/1251]  eta: 0:09:10  lr: 2.999e-02  img/s: 5.37e+02  pen: 4.2e-02  loss: 5.7984 (5.6579)  acc1: 10.5469 (10.3917)  acc5: 24.2188 (24.5214)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [11]  [ 160/1251]  eta: 0:09:04  lr: 2.999e-02  img/s: 5.08e+02  pen: 4.5e-02  loss: 5.8696 (5.6726)  acc1: 9.7656 (10.2557)  acc5: 22.6562 (24.1872)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [11]  [ 170/1251]  eta: 0:08:57  lr: 2.999e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 6.0408 (5.6810)  acc1: 6.2500 (10.1814)  acc5: 17.5781 (24.0246)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [11]  [ 180/1251]  eta: 0:08:51  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.5504 (5.6747)  acc1: 9.3750 (10.2469)  acc5: 23.0469 (24.1173)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [11]  [ 190/1251]  eta: 0:08:44  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 5.4665 (5.6728)  acc1: 10.1562 (10.2442)  acc5: 25.3906 (24.1799)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [11]  [ 200/1251]  eta: 0:08:39  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.3825 (5.6692)  acc1: 10.1562 (10.2690)  acc5: 27.3438 (24.1468)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [11]  [ 210/1251]  eta: 0:08:33  lr: 2.999e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 5.4672 (5.6728)  acc1: 10.1562 (10.2470)  acc5: 22.6562 (24.1299)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [11]  [ 220/1251]  eta: 0:08:27  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 5.9280 (5.6735)  acc1: 10.5469 (10.2022)  acc5: 22.6562 (24.0738)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [11]  [ 230/1251]  eta: 0:08:21  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.1935 (5.6599)  acc1: 10.9375 (10.2543)  acc5: 27.7344 (24.2441)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [11]  [ 240/1251]  eta: 0:08:16  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.3006 (5.6616)  acc1: 11.3281 (10.2211)  acc5: 27.7344 (24.2139)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [11]  [ 250/1251]  eta: 0:08:10  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.7580 (5.6636)  acc1: 10.9375 (10.2325)  acc5: 23.4375 (24.2016)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [11]  [ 260/1251]  eta: 0:08:05  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 5.3754 (5.6561)  acc1: 12.5000 (10.3149)  acc5: 28.1250 (24.3520)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [11]  [ 270/1251]  eta: 0:07:59  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 5.3569 (5.6608)  acc1: 11.3281 (10.2917)  acc5: 27.7344 (24.3196)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [11]  [ 280/1251]  eta: 0:07:54  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 5.3543 (5.6510)  acc1: 10.9375 (10.3536)  acc5: 27.7344 (24.4495)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [11]  [ 290/1251]  eta: 0:07:49  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.3543 (5.6534)  acc1: 11.3281 (10.3603)  acc5: 27.3438 (24.4590)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [11]  [ 300/1251]  eta: 0:07:43  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.6131 (5.6501)  acc1: 11.3281 (10.3989)  acc5: 26.5625 (24.5276)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [11]  [ 310/1251]  eta: 0:07:38  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 5.2706 (5.6417)  acc1: 12.1094 (10.4502)  acc5: 27.3438 (24.6232)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [11]  [ 320/1251]  eta: 0:07:33  lr: 2.999e-02  img/s: 5.07e+02  pen: 4.7e-02  loss: 5.3174 (5.6393)  acc1: 11.7188 (10.4544)  acc5: 27.7344 (24.6775)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [11]  [ 330/1251]  eta: 0:07:28  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 5.4553 (5.6321)  acc1: 10.5469 (10.5103)  acc5: 28.1250 (24.7852)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [11]  [ 340/1251]  eta: 0:07:22  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.4011 (5.6353)  acc1: 10.5469 (10.4633)  acc5: 25.7812 (24.7388)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [11]  [ 350/1251]  eta: 0:07:17  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.7618 (5.6363)  acc1: 8.9844 (10.4567)  acc5: 21.8750 (24.7296)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [11]  [ 360/1251]  eta: 0:07:12  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 5.6483 (5.6364)  acc1: 11.3281 (10.4798)  acc5: 27.7344 (24.7349)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [11]  [ 370/1251]  eta: 0:07:07  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 5.6483 (5.6347)  acc1: 11.3281 (10.4911)  acc5: 27.7344 (24.7778)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [11]  [ 380/1251]  eta: 0:07:02  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 5.2185 (5.6321)  acc1: 12.1094 (10.5223)  acc5: 29.6875 (24.8175)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [11]  [ 390/1251]  eta: 0:06:57  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 5.5432 (5.6353)  acc1: 9.3750 (10.4959)  acc5: 25.3906 (24.7912)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [11]  [ 400/1251]  eta: 0:06:52  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.8887 (5.6398)  acc1: 8.2031 (10.4378)  acc5: 22.2656 (24.7029)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [11]  [ 410/1251]  eta: 0:06:47  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.7734 (5.6390)  acc1: 9.7656 (10.4499)  acc5: 25.3906 (24.7168)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [11]  [ 420/1251]  eta: 0:06:42  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 5.2279 (5.6359)  acc1: 10.9375 (10.4559)  acc5: 25.7812 (24.7309)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [11]  [ 430/1251]  eta: 0:06:37  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.2113 (5.6349)  acc1: 11.3281 (10.4789)  acc5: 26.1719 (24.7607)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [11]  [ 440/1251]  eta: 0:06:32  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.5595 (5.6379)  acc1: 11.3281 (10.4610)  acc5: 25.3906 (24.7166)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [11]  [ 450/1251]  eta: 0:06:27  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.8824 (5.6372)  acc1: 7.8125 (10.4559)  acc5: 23.4375 (24.7263)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [11]  [ 460/1251]  eta: 0:06:22  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.9349 (5.6457)  acc1: 8.5938 (10.4045)  acc5: 21.8750 (24.6441)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [11]  [ 470/1251]  eta: 0:06:17  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.8918 (5.6469)  acc1: 9.3750 (10.3910)  acc5: 21.8750 (24.6434)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [11]  [ 480/1251]  eta: 0:06:12  lr: 2.999e-02  img/s: 5.07e+02  pen: 4.1e-02  loss: 5.8598 (5.6490)  acc1: 10.1562 (10.3731)  acc5: 21.8750 (24.5964)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [11]  [ 490/1251]  eta: 0:06:07  lr: 2.999e-02  img/s: 5.38e+02  pen: 4.8e-02  loss: 5.2409 (5.6417)  acc1: 12.1094 (10.4148)  acc5: 28.5156 (24.6842)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [11]  [ 500/1251]  eta: 0:06:02  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.2597 (5.6377)  acc1: 12.1094 (10.4666)  acc5: 29.2969 (24.7918)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [11]  [ 510/1251]  eta: 0:05:57  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.5016 (5.6363)  acc1: 11.7188 (10.4674)  acc5: 29.6875 (24.8051)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [11]  [ 520/1251]  eta: 0:05:52  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.6889 (5.6383)  acc1: 8.9844 (10.4442)  acc5: 23.0469 (24.7623)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [11]  [ 530/1251]  eta: 0:05:47  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.7527 (5.6388)  acc1: 9.3750 (10.4454)  acc5: 22.6562 (24.7469)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [11]  [ 540/1251]  eta: 0:05:42  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 5.8073 (5.6427)  acc1: 9.3750 (10.4119)  acc5: 22.6562 (24.6837)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [11]  [ 550/1251]  eta: 0:05:37  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.6996 (5.6425)  acc1: 9.3750 (10.4186)  acc5: 26.5625 (24.6944)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [11]  [ 560/1251]  eta: 0:05:33  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.6409 (5.6439)  acc1: 11.7188 (10.4076)  acc5: 26.9531 (24.6825)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [11]  [ 570/1251]  eta: 0:05:28  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 5.6218 (5.6425)  acc1: 10.5469 (10.4183)  acc5: 26.1719 (24.7079)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [11]  [ 580/1251]  eta: 0:05:23  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.7620 (5.6442)  acc1: 10.1562 (10.4070)  acc5: 24.2188 (24.6995)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [11]  [ 590/1251]  eta: 0:05:18  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.7883 (5.6434)  acc1: 10.1562 (10.4200)  acc5: 23.4375 (24.7237)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [11]  [ 600/1251]  eta: 0:05:13  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.8991 (5.6469)  acc1: 9.7656 (10.3870)  acc5: 23.4375 (24.6542)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [11]  [ 610/1251]  eta: 0:05:08  lr: 2.999e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 5.9366 (5.6485)  acc1: 9.7656 (10.3941)  acc5: 21.8750 (24.6439)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [11]  [ 620/1251]  eta: 0:05:03  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.6873 (5.6457)  acc1: 10.5469 (10.4230)  acc5: 25.3906 (24.7069)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [11]  [ 630/1251]  eta: 0:04:58  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.5058 (5.6464)  acc1: 11.7188 (10.4280)  acc5: 28.1250 (24.6923)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [11]  [ 640/1251]  eta: 0:04:53  lr: 2.999e-02  img/s: 5.11e+02  pen: 4.1e-02  loss: 5.8563 (5.6489)  acc1: 10.5469 (10.4159)  acc5: 26.5625 (24.6782)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [11]  [ 650/1251]  eta: 0:04:49  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.8901 (5.6503)  acc1: 10.1562 (10.4083)  acc5: 23.4375 (24.6676)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [11]  [ 660/1251]  eta: 0:04:44  lr: 2.999e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 5.4664 (5.6461)  acc1: 11.7188 (10.4423)  acc5: 28.5156 (24.7553)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [11]  [ 670/1251]  eta: 0:04:39  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.2946 (5.6427)  acc1: 12.8906 (10.4875)  acc5: 29.2969 (24.8271)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [11]  [ 680/1251]  eta: 0:04:34  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 5.4922 (5.6445)  acc1: 12.1094 (10.4798)  acc5: 28.9062 (24.8107)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [11]  [ 690/1251]  eta: 0:04:29  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.7290 (5.6433)  acc1: 10.1562 (10.4751)  acc5: 25.3906 (24.8118)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [11]  [ 700/1251]  eta: 0:04:24  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.7290 (5.6442)  acc1: 10.5469 (10.4728)  acc5: 25.3906 (24.7972)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [11]  [ 710/1251]  eta: 0:04:19  lr: 2.999e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.7502 (5.6451)  acc1: 10.1562 (10.4656)  acc5: 25.3906 (24.7720)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [11]  [ 720/1251]  eta: 0:04:15  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.8075 (5.6451)  acc1: 9.3750 (10.4596)  acc5: 24.2188 (24.7898)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [11]  [ 730/1251]  eta: 0:04:10  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 5.8664 (5.6467)  acc1: 9.3750 (10.4486)  acc5: 25.3906 (24.7766)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [11]  [ 740/1251]  eta: 0:04:05  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 5.9262 (5.6503)  acc1: 8.2031 (10.4198)  acc5: 21.4844 (24.7322)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [11]  [ 750/1251]  eta: 0:04:00  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.8199 (5.6486)  acc1: 9.7656 (10.4392)  acc5: 23.0469 (24.7711)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [11]  [ 760/1251]  eta: 0:03:55  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.5640 (5.6463)  acc1: 11.3281 (10.4632)  acc5: 31.2500 (24.8260)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [11]  [ 770/1251]  eta: 0:03:50  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.5301 (5.6452)  acc1: 10.9375 (10.4765)  acc5: 30.0781 (24.8434)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [11]  [ 780/1251]  eta: 0:03:46  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.4055 (5.6436)  acc1: 10.9375 (10.4894)  acc5: 26.9531 (24.8710)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [11]  [ 790/1251]  eta: 0:03:41  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.4055 (5.6441)  acc1: 10.9375 (10.4851)  acc5: 26.9531 (24.8652)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [11]  [ 800/1251]  eta: 0:03:36  lr: 2.999e-02  img/s: 5.08e+02  pen: 4.1e-02  loss: 5.4599 (5.6443)  acc1: 10.9375 (10.4869)  acc5: 26.9531 (24.8561)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [11]  [ 810/1251]  eta: 0:03:31  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.6474 (5.6439)  acc1: 10.9375 (10.5021)  acc5: 26.9531 (24.8796)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [11]  [ 820/1251]  eta: 0:03:26  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.4480 (5.6426)  acc1: 11.3281 (10.5088)  acc5: 26.9531 (24.9015)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [11]  [ 830/1251]  eta: 0:03:21  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 5.4001 (5.6403)  acc1: 11.3281 (10.5224)  acc5: 28.1250 (24.9281)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [11]  [ 840/1251]  eta: 0:03:17  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.5362 (5.6393)  acc1: 12.1094 (10.5339)  acc5: 29.2969 (24.9591)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [11]  [ 850/1251]  eta: 0:03:12  lr: 2.999e-02  img/s: 5.37e+02  pen: 4.1e-02  loss: 5.6870 (5.6387)  acc1: 10.5469 (10.5404)  acc5: 28.1250 (24.9917)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [11]  [ 860/1251]  eta: 0:03:07  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.8027 (5.6401)  acc1: 9.3750 (10.5310)  acc5: 25.7812 (24.9732)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [11]  [ 870/1251]  eta: 0:03:02  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.9562 (5.6437)  acc1: 8.2031 (10.4984)  acc5: 20.7031 (24.9143)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [11]  [ 880/1251]  eta: 0:02:57  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.8839 (5.6418)  acc1: 8.9844 (10.5034)  acc5: 21.4844 (24.9370)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [11]  [ 890/1251]  eta: 0:02:53  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 5.2054 (5.6397)  acc1: 10.5469 (10.5175)  acc5: 28.1250 (24.9676)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [11]  [ 900/1251]  eta: 0:02:48  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.1446 (5.6383)  acc1: 13.6719 (10.5365)  acc5: 29.6875 (25.0082)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [11]  [ 910/1251]  eta: 0:02:43  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.8436 (5.6391)  acc1: 9.7656 (10.5259)  acc5: 24.6094 (24.9700)  time: 0.4771  data: 0.0004  max mem: 42896
Epoch: [11]  [ 920/1251]  eta: 0:02:38  lr: 2.999e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 5.6808 (5.6396)  acc1: 9.7656 (10.5286)  acc5: 23.8281 (24.9741)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [11]  [ 930/1251]  eta: 0:02:33  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.7866 (5.6406)  acc1: 10.1562 (10.5183)  acc5: 25.3906 (24.9648)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [11]  [ 940/1251]  eta: 0:02:29  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.7866 (5.6402)  acc1: 8.9844 (10.5149)  acc5: 25.3906 (24.9651)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [11]  [ 950/1251]  eta: 0:02:24  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.7539 (5.6422)  acc1: 9.3750 (10.5124)  acc5: 24.2188 (24.9425)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [11]  [ 960/1251]  eta: 0:02:19  lr: 2.999e-02  img/s: 4.93e+02  pen: 4.1e-02  loss: 5.5285 (5.6393)  acc1: 11.7188 (10.5436)  acc5: 27.7344 (24.9935)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [11]  [ 970/1251]  eta: 0:02:14  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.7427 (5.6421)  acc1: 11.3281 (10.5199)  acc5: 27.7344 (24.9674)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [11]  [ 980/1251]  eta: 0:02:09  lr: 2.999e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 5.6301 (5.6399)  acc1: 10.9375 (10.5389)  acc5: 28.5156 (25.0072)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [11]  [ 990/1251]  eta: 0:02:05  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.4076 (5.6397)  acc1: 11.7188 (10.5315)  acc5: 29.2969 (25.0008)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [11]  [1000/1251]  eta: 0:02:00  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.2586 (5.6372)  acc1: 12.8906 (10.5648)  acc5: 28.5156 (25.0480)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [11]  [1010/1251]  eta: 0:01:55  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.1460 (5.6353)  acc1: 14.0625 (10.5867)  acc5: 29.2969 (25.0784)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [11]  [1020/1251]  eta: 0:01:50  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.4377 (5.6353)  acc1: 12.1094 (10.5932)  acc5: 28.5156 (25.0884)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [11]  [1030/1251]  eta: 0:01:45  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.7724 (5.6357)  acc1: 11.7188 (10.6011)  acc5: 28.1250 (25.1080)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [11]  [1040/1251]  eta: 0:01:41  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.6053 (5.6349)  acc1: 12.5000 (10.6152)  acc5: 28.9062 (25.1358)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [11]  [1050/1251]  eta: 0:01:36  lr: 2.999e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.4995 (5.6324)  acc1: 12.1094 (10.6298)  acc5: 30.4688 (25.1758)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [11]  [1060/1251]  eta: 0:01:31  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 5.1124 (5.6304)  acc1: 11.3281 (10.6415)  acc5: 28.9062 (25.2047)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [11]  [1070/1251]  eta: 0:01:26  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.5847 (5.6316)  acc1: 12.1094 (10.6450)  acc5: 27.7344 (25.1966)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [11]  [1080/1251]  eta: 0:01:21  lr: 2.999e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 6.0322 (5.6331)  acc1: 9.3750 (10.6260)  acc5: 21.4844 (25.1774)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [11]  [1090/1251]  eta: 0:01:17  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.8882 (5.6330)  acc1: 9.3750 (10.6289)  acc5: 21.8750 (25.1640)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [11]  [1100/1251]  eta: 0:01:12  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 5.5669 (5.6319)  acc1: 12.1094 (10.6462)  acc5: 27.7344 (25.1870)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [11]  [1110/1251]  eta: 0:01:07  lr: 2.999e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 5.2906 (5.6302)  acc1: 12.8906 (10.6552)  acc5: 29.2969 (25.2106)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [11]  [1120/1251]  eta: 0:01:02  lr: 2.999e-02  img/s: 5.09e+02  pen: 4.5e-02  loss: 5.6039 (5.6323)  acc1: 10.5469 (10.6364)  acc5: 23.8281 (25.1746)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [11]  [1130/1251]  eta: 0:00:57  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.7083 (5.6306)  acc1: 10.5469 (10.6495)  acc5: 25.3906 (25.2038)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [11]  [1140/1251]  eta: 0:00:53  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.5514 (5.6314)  acc1: 11.3281 (10.6496)  acc5: 26.5625 (25.2160)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [11]  [1150/1251]  eta: 0:00:48  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 5.6458 (5.6300)  acc1: 12.8906 (10.6738)  acc5: 29.6875 (25.2593)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [11]  [1160/1251]  eta: 0:00:43  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.1903 (5.6275)  acc1: 12.8906 (10.6949)  acc5: 31.6406 (25.2964)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [11]  [1170/1251]  eta: 0:00:38  lr: 2.999e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 5.2985 (5.6270)  acc1: 12.5000 (10.7003)  acc5: 29.2969 (25.3186)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [11]  [1180/1251]  eta: 0:00:33  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.5973 (5.6276)  acc1: 11.7188 (10.6937)  acc5: 28.1250 (25.3036)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [11]  [1190/1251]  eta: 0:00:29  lr: 2.999e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 5.4872 (5.6267)  acc1: 10.9375 (10.7082)  acc5: 27.7344 (25.3277)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [11]  [1200/1251]  eta: 0:00:24  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.2435 (5.6251)  acc1: 12.1094 (10.7241)  acc5: 30.4688 (25.3620)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [11]  [1210/1251]  eta: 0:00:19  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.2435 (5.6236)  acc1: 12.8906 (10.7391)  acc5: 31.2500 (25.3900)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [11]  [1220/1251]  eta: 0:00:14  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.4389 (5.6228)  acc1: 11.7188 (10.7452)  acc5: 31.2500 (25.4025)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [11]  [1230/1251]  eta: 0:00:10  lr: 2.999e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.8164 (5.6241)  acc1: 9.7656 (10.7385)  acc5: 23.4375 (25.3932)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [11]  [1240/1251]  eta: 0:00:05  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.8892 (5.6248)  acc1: 10.5469 (10.7430)  acc5: 24.2188 (25.3960)  time: 0.4744  data: 0.0007  max mem: 42896
Epoch: [11]  [1250/1251]  eta: 0:00:00  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 5.4881 (5.6226)  acc1: 12.5000 (10.7533)  acc5: 27.7344 (25.4128)  time: 0.4762  data: 0.0006  max mem: 42896
Epoch: [11] Total time: 0:09:59
Test:   [ 0/49]  eta: 0:02:57  loss: 4.4504 (4.4504)  acc1: 26.5625 (26.5625)  acc5: 51.9531 (51.9531)  time: 3.6164  data: 3.3668  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 16.146 Acc@5 35.830 Loss: 4.990
Test: EMA  [ 0/49]  eta: 0:02:57  loss: 5.4504 (5.4504)  acc1: 8.5938 (8.5938)  acc5: 30.4688 (30.4688)  time: 3.6291  data: 3.3770  max mem: 42896
Test: EMA Total time: 0:00:17
Test: EMA Acc@1 7.094 Acc@5 19.706 Loss: 5.629
Epoch: [12]  [   0/1251]  eta: 1:29:11  lr: 2.999e-02  img/s: 5.14e+02  pen: 4.3e-02  loss: 5.0385 (5.0385)  acc1: 14.4531 (14.4531)  acc5: 33.5938 (33.5938)  time: 4.2782  data: 3.7798  max mem: 42896
Epoch: [12]  [  10/1251]  eta: 0:16:57  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 5.7459 (5.6622)  acc1: 11.3281 (11.1861)  acc5: 26.9531 (25.8523)  time: 0.8201  data: 0.3439  max mem: 42896
Epoch: [12]  [  20/1251]  eta: 0:13:26  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.7134 (5.6824)  acc1: 11.3281 (11.1421)  acc5: 26.1719 (25.4650)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [12]  [  30/1251]  eta: 0:12:07  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.5548 (5.6438)  acc1: 11.3281 (11.2021)  acc5: 27.7344 (25.5922)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [12]  [  40/1251]  eta: 0:11:26  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.6259 (5.6833)  acc1: 10.5469 (10.7374)  acc5: 23.8281 (24.8761)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [12]  [  50/1251]  eta: 0:10:58  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.6150 (5.6281)  acc1: 11.7188 (11.1749)  acc5: 26.1719 (25.6893)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [12]  [  60/1251]  eta: 0:10:38  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.6150 (5.6564)  acc1: 11.7188 (10.9183)  acc5: 26.9531 (25.1409)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [12]  [  70/1251]  eta: 0:10:23  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.9040 (5.6609)  acc1: 9.3750 (10.8440)  acc5: 19.9219 (24.8625)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [12]  [  80/1251]  eta: 0:10:10  lr: 2.999e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.7169 (5.6685)  acc1: 10.5469 (10.8700)  acc5: 25.7812 (24.8794)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [12]  [  90/1251]  eta: 0:09:58  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 5.8093 (5.6807)  acc1: 8.9844 (10.6542)  acc5: 21.8750 (24.5106)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [12]  [ 100/1251]  eta: 0:09:49  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 5.8017 (5.6657)  acc1: 9.3750 (10.7828)  acc5: 23.0469 (24.7641)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [12]  [ 110/1251]  eta: 0:09:40  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 5.6771 (5.6718)  acc1: 11.7188 (10.6771)  acc5: 28.1250 (24.6446)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [12]  [ 120/1251]  eta: 0:09:31  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.6786 (5.6685)  acc1: 8.9844 (10.5759)  acc5: 19.5312 (24.5190)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [12]  [ 130/1251]  eta: 0:09:24  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.4033 (5.6621)  acc1: 11.7188 (10.6602)  acc5: 22.6562 (24.5617)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [12]  [ 140/1251]  eta: 0:09:16  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.9527 (5.6766)  acc1: 8.5938 (10.4471)  acc5: 20.7031 (24.2575)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [12]  [ 150/1251]  eta: 0:09:09  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.8523 (5.6643)  acc1: 8.5938 (10.5158)  acc5: 24.6094 (24.4956)  time: 0.4735  data: 0.0004  max mem: 42896
Epoch: [12]  [ 160/1251]  eta: 0:09:03  lr: 2.999e-02  img/s: 5.08e+02  pen: 4.3e-02  loss: 5.2419 (5.6525)  acc1: 12.5000 (10.6003)  acc5: 29.6875 (24.6967)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [12]  [ 170/1251]  eta: 0:08:56  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.3088 (5.6464)  acc1: 10.9375 (10.6451)  acc5: 28.9062 (24.8881)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [12]  [ 180/1251]  eta: 0:08:50  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.8480 (5.6528)  acc1: 10.9375 (10.6375)  acc5: 25.3906 (24.8986)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [12]  [ 190/1251]  eta: 0:08:44  lr: 2.999e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 5.7373 (5.6508)  acc1: 11.3281 (10.7064)  acc5: 25.7812 (25.0082)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [12]  [ 200/1251]  eta: 0:08:38  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.4176 (5.6396)  acc1: 13.2812 (10.8190)  acc5: 28.9062 (25.2079)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [12]  [ 210/1251]  eta: 0:08:32  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.2056 (5.6288)  acc1: 14.4531 (10.8857)  acc5: 29.6875 (25.3314)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [12]  [ 220/1251]  eta: 0:08:26  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.1637 (5.6126)  acc1: 14.0625 (11.0170)  acc5: 29.6875 (25.5674)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [12]  [ 230/1251]  eta: 0:08:21  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 5.2693 (5.6108)  acc1: 13.2812 (11.0795)  acc5: 28.9062 (25.6544)  time: 0.4772  data: 0.0004  max mem: 42896
Epoch: [12]  [ 240/1251]  eta: 0:08:15  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.5426 (5.6102)  acc1: 12.1094 (11.0931)  acc5: 26.5625 (25.6759)  time: 0.4776  data: 0.0004  max mem: 42896
Epoch: [12]  [ 250/1251]  eta: 0:08:10  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.7812 (5.6154)  acc1: 12.1094 (11.0791)  acc5: 26.5625 (25.5727)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [12]  [ 260/1251]  eta: 0:08:05  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.7467 (5.6123)  acc1: 12.8906 (11.1336)  acc5: 27.7344 (25.6750)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [12]  [ 270/1251]  eta: 0:07:59  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.7467 (5.6136)  acc1: 11.7188 (11.0961)  acc5: 27.3438 (25.6443)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [12]  [ 280/1251]  eta: 0:07:54  lr: 2.999e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.8396 (5.6131)  acc1: 10.9375 (11.1224)  acc5: 26.5625 (25.7145)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [12]  [ 290/1251]  eta: 0:07:48  lr: 2.999e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 5.3950 (5.6098)  acc1: 11.7188 (11.1684)  acc5: 27.3438 (25.8041)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [12]  [ 300/1251]  eta: 0:07:43  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 5.3648 (5.6072)  acc1: 12.8906 (11.2204)  acc5: 29.6875 (25.8384)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [12]  [ 310/1251]  eta: 0:07:38  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 5.2794 (5.5968)  acc1: 15.2344 (11.3131)  acc5: 30.4688 (25.9973)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [12]  [ 320/1251]  eta: 0:07:33  lr: 2.999e-02  img/s: 5.09e+02  pen: 4.7e-02  loss: 5.1476 (5.5867)  acc1: 14.8438 (11.3756)  acc5: 31.2500 (26.1573)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [12]  [ 330/1251]  eta: 0:07:27  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.4236 (5.5892)  acc1: 12.8906 (11.3340)  acc5: 28.1250 (26.1235)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [12]  [ 340/1251]  eta: 0:07:22  lr: 2.999e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 5.6173 (5.5861)  acc1: 12.1094 (11.3820)  acc5: 27.7344 (26.1833)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [12]  [ 350/1251]  eta: 0:07:17  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.4056 (5.5857)  acc1: 12.5000 (11.3827)  acc5: 29.6875 (26.1875)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [12]  [ 360/1251]  eta: 0:07:12  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.4148 (5.5812)  acc1: 12.8906 (11.4244)  acc5: 30.4688 (26.2498)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [12]  [ 370/1251]  eta: 0:07:07  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.1735 (5.5798)  acc1: 12.8906 (11.4050)  acc5: 30.8594 (26.2561)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [12]  [ 380/1251]  eta: 0:07:02  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 5.2330 (5.5733)  acc1: 11.7188 (11.4419)  acc5: 29.2969 (26.3441)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [12]  [ 390/1251]  eta: 0:06:57  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 5.3258 (5.5727)  acc1: 12.5000 (11.4830)  acc5: 29.2969 (26.3887)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [12]  [ 400/1251]  eta: 0:06:52  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.6001 (5.5702)  acc1: 12.5000 (11.5005)  acc5: 28.5156 (26.4320)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [12]  [ 410/1251]  eta: 0:06:47  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.2659 (5.5683)  acc1: 13.6719 (11.5201)  acc5: 30.4688 (26.4503)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [12]  [ 420/1251]  eta: 0:06:42  lr: 2.999e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.5246 (5.5676)  acc1: 13.2812 (11.5554)  acc5: 30.4688 (26.5087)  time: 0.4770  data: 0.0003  max mem: 42896
Epoch: [12]  [ 430/1251]  eta: 0:06:37  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 5.1281 (5.5572)  acc1: 14.4531 (11.6417)  acc5: 33.5938 (26.6549)  time: 0.4770  data: 0.0003  max mem: 42896
Epoch: [12]  [ 440/1251]  eta: 0:06:32  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.2102 (5.5618)  acc1: 13.6719 (11.6133)  acc5: 33.2031 (26.6094)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [12]  [ 450/1251]  eta: 0:06:27  lr: 2.999e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 5.8994 (5.5661)  acc1: 8.5938 (11.5551)  acc5: 22.6562 (26.5305)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [12]  [ 460/1251]  eta: 0:06:22  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.5319 (5.5592)  acc1: 11.7188 (11.6145)  acc5: 27.3438 (26.6506)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [12]  [ 470/1251]  eta: 0:06:17  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 5.0356 (5.5555)  acc1: 14.0625 (11.6424)  acc5: 32.4219 (26.7367)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [12]  [ 480/1251]  eta: 0:06:12  lr: 2.999e-02  img/s: 5.09e+02  pen: 4.4e-02  loss: 5.4000 (5.5547)  acc1: 13.2812 (11.6570)  acc5: 32.0312 (26.7858)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [12]  [ 490/1251]  eta: 0:06:07  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.7629 (5.5603)  acc1: 10.5469 (11.6153)  acc5: 26.5625 (26.7487)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [12]  [ 500/1251]  eta: 0:06:02  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 5.7225 (5.5558)  acc1: 10.5469 (11.6533)  acc5: 26.9531 (26.8292)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [12]  [ 510/1251]  eta: 0:05:57  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.3065 (5.5555)  acc1: 13.6719 (11.6736)  acc5: 30.4688 (26.8560)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [12]  [ 520/1251]  eta: 0:05:52  lr: 2.999e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 5.2276 (5.5506)  acc1: 12.8906 (11.6835)  acc5: 30.8594 (26.9171)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [12]  [ 530/1251]  eta: 0:05:47  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 5.2587 (5.5550)  acc1: 11.3281 (11.6525)  acc5: 28.9062 (26.8582)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [12]  [ 540/1251]  eta: 0:05:42  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.8953 (5.5539)  acc1: 11.3281 (11.6704)  acc5: 25.0000 (26.8788)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [12]  [ 550/1251]  eta: 0:05:37  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.4414 (5.5529)  acc1: 11.3281 (11.6599)  acc5: 27.7344 (26.8957)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [12]  [ 560/1251]  eta: 0:05:33  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 5.1535 (5.5488)  acc1: 11.7188 (11.6805)  acc5: 28.5156 (26.9322)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [12]  [ 570/1251]  eta: 0:05:28  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.1460 (5.5477)  acc1: 12.5000 (11.6770)  acc5: 28.5156 (26.9545)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [12]  [ 580/1251]  eta: 0:05:23  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 5.5818 (5.5467)  acc1: 12.1094 (11.6784)  acc5: 29.2969 (26.9834)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [12]  [ 590/1251]  eta: 0:05:18  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.4857 (5.5465)  acc1: 12.1094 (11.6824)  acc5: 29.2969 (26.9723)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [12]  [ 600/1251]  eta: 0:05:13  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.4857 (5.5465)  acc1: 12.1094 (11.6739)  acc5: 27.7344 (26.9720)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [12]  [ 610/1251]  eta: 0:05:08  lr: 2.999e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 5.5464 (5.5479)  acc1: 10.9375 (11.6555)  acc5: 27.7344 (26.9448)  time: 0.4773  data: 0.0004  max mem: 42896
Epoch: [12]  [ 620/1251]  eta: 0:05:03  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.5676 (5.5470)  acc1: 10.5469 (11.6678)  acc5: 28.9062 (26.9644)  time: 0.4777  data: 0.0003  max mem: 42896
Epoch: [12]  [ 630/1251]  eta: 0:04:58  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.7367 (5.5490)  acc1: 10.9375 (11.6531)  acc5: 25.0000 (26.9519)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [12]  [ 640/1251]  eta: 0:04:54  lr: 2.999e-02  img/s: 5.09e+02  pen: 4.2e-02  loss: 5.8524 (5.5504)  acc1: 10.9375 (11.6456)  acc5: 25.0000 (26.9239)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [12]  [ 650/1251]  eta: 0:04:49  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.7764 (5.5528)  acc1: 10.5469 (11.6341)  acc5: 23.8281 (26.8901)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [12]  [ 660/1251]  eta: 0:04:44  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.5914 (5.5512)  acc1: 12.1094 (11.6431)  acc5: 28.1250 (26.9135)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [12]  [ 670/1251]  eta: 0:04:39  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.6226 (5.5546)  acc1: 11.7188 (11.6204)  acc5: 28.1250 (26.8780)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [12]  [ 680/1251]  eta: 0:04:34  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.6797 (5.5551)  acc1: 11.3281 (11.6207)  acc5: 25.7812 (26.8671)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [12]  [ 690/1251]  eta: 0:04:29  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.2939 (5.5502)  acc1: 14.4531 (11.6758)  acc5: 32.0312 (26.9865)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [12]  [ 700/1251]  eta: 0:04:24  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.3620 (5.5507)  acc1: 14.4531 (11.6803)  acc5: 33.5938 (26.9944)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [12]  [ 710/1251]  eta: 0:04:20  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.4398 (5.5483)  acc1: 13.6719 (11.6946)  acc5: 30.0781 (27.0273)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [12]  [ 720/1251]  eta: 0:04:15  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 5.3590 (5.5491)  acc1: 11.3281 (11.6971)  acc5: 28.5156 (27.0160)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [12]  [ 730/1251]  eta: 0:04:10  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.3316 (5.5460)  acc1: 11.3281 (11.7155)  acc5: 28.9062 (27.0595)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [12]  [ 740/1251]  eta: 0:04:05  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 5.3316 (5.5470)  acc1: 12.8906 (11.7245)  acc5: 28.9062 (27.0491)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [12]  [ 750/1251]  eta: 0:04:00  lr: 2.999e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.7058 (5.5474)  acc1: 11.3281 (11.7255)  acc5: 27.3438 (27.0691)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [12]  [ 760/1251]  eta: 0:03:55  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.6880 (5.5482)  acc1: 10.9375 (11.7182)  acc5: 27.3438 (27.0501)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [12]  [ 770/1251]  eta: 0:03:50  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.3781 (5.5453)  acc1: 11.7188 (11.7380)  acc5: 29.2969 (27.0889)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [12]  [ 780/1251]  eta: 0:03:46  lr: 2.999e-02  img/s: 5.36e+02  pen: 4.1e-02  loss: 5.1903 (5.5443)  acc1: 12.5000 (11.7393)  acc5: 31.2500 (27.0987)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [12]  [ 790/1251]  eta: 0:03:41  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 5.2134 (5.5437)  acc1: 11.7188 (11.7341)  acc5: 27.7344 (27.0993)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [12]  [ 800/1251]  eta: 0:03:36  lr: 2.999e-02  img/s: 5.08e+02  pen: 4.3e-02  loss: 5.5713 (5.5456)  acc1: 10.5469 (11.7075)  acc5: 26.5625 (27.0492)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [12]  [ 810/1251]  eta: 0:03:31  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 5.6179 (5.5461)  acc1: 10.5469 (11.7053)  acc5: 26.5625 (27.0355)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [12]  [ 820/1251]  eta: 0:03:26  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.6948 (5.5465)  acc1: 11.3281 (11.7045)  acc5: 27.3438 (27.0516)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [12]  [ 830/1251]  eta: 0:03:22  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 5.5104 (5.5446)  acc1: 13.2812 (11.7183)  acc5: 32.0312 (27.0847)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [12]  [ 840/1251]  eta: 0:03:17  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.1305 (5.5435)  acc1: 13.2812 (11.7355)  acc5: 32.8125 (27.1148)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [12]  [ 850/1251]  eta: 0:03:12  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.1627 (5.5416)  acc1: 12.1094 (11.7628)  acc5: 32.0312 (27.1707)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [12]  [ 860/1251]  eta: 0:03:07  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.4137 (5.5424)  acc1: 12.5000 (11.7587)  acc5: 31.2500 (27.1664)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [12]  [ 870/1251]  eta: 0:03:02  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.6288 (5.5433)  acc1: 10.9375 (11.7542)  acc5: 30.0781 (27.1585)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [12]  [ 880/1251]  eta: 0:02:57  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 5.5880 (5.5409)  acc1: 12.5000 (11.7702)  acc5: 30.0781 (27.2028)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [12]  [ 890/1251]  eta: 0:02:53  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.1905 (5.5396)  acc1: 13.6719 (11.7806)  acc5: 32.8125 (27.2241)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [12]  [ 900/1251]  eta: 0:02:48  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 5.2790 (5.5384)  acc1: 13.6719 (11.8007)  acc5: 32.8125 (27.2523)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [12]  [ 910/1251]  eta: 0:02:43  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.3700 (5.5387)  acc1: 13.2812 (11.8097)  acc5: 30.8594 (27.2589)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [12]  [ 920/1251]  eta: 0:02:38  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 5.1572 (5.5364)  acc1: 13.2812 (11.8188)  acc5: 30.8594 (27.2907)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [12]  [ 930/1251]  eta: 0:02:33  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.5279 (5.5377)  acc1: 12.5000 (11.8090)  acc5: 28.5156 (27.2766)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [12]  [ 940/1251]  eta: 0:02:29  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 5.5279 (5.5363)  acc1: 11.7188 (11.8238)  acc5: 28.5156 (27.2981)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [12]  [ 950/1251]  eta: 0:02:24  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.4144 (5.5359)  acc1: 12.5000 (11.8305)  acc5: 29.6875 (27.3101)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [12]  [ 960/1251]  eta: 0:02:19  lr: 2.999e-02  img/s: 5.08e+02  pen: 4.1e-02  loss: 5.4950 (5.5359)  acc1: 13.2812 (11.8407)  acc5: 29.2969 (27.3251)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [12]  [ 970/1251]  eta: 0:02:14  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.4950 (5.5339)  acc1: 14.0625 (11.8652)  acc5: 31.6406 (27.3582)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [12]  [ 980/1251]  eta: 0:02:09  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 5.0203 (5.5341)  acc1: 15.6250 (11.8689)  acc5: 32.0312 (27.3549)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [12]  [ 990/1251]  eta: 0:02:05  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.6327 (5.5338)  acc1: 10.5469 (11.8717)  acc5: 25.7812 (27.3607)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [12]  [1000/1251]  eta: 0:02:00  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 5.0753 (5.5321)  acc1: 14.8438 (11.8866)  acc5: 31.2500 (27.3773)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [12]  [1010/1251]  eta: 0:01:55  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 5.7630 (5.5348)  acc1: 11.3281 (11.8687)  acc5: 26.9531 (27.3418)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [12]  [1020/1251]  eta: 0:01:50  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.5414 (5.5332)  acc1: 11.7188 (11.8840)  acc5: 28.9062 (27.3824)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [12]  [1030/1251]  eta: 0:01:45  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 5.3678 (5.5335)  acc1: 12.5000 (11.8881)  acc5: 30.8594 (27.3941)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [12]  [1040/1251]  eta: 0:01:41  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 5.5907 (5.5339)  acc1: 11.7188 (11.8921)  acc5: 28.1250 (27.3970)  time: 0.4770  data: 0.0003  max mem: 42896
Epoch: [12]  [1050/1251]  eta: 0:01:36  lr: 2.999e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.6688 (5.5354)  acc1: 11.7188 (11.8819)  acc5: 28.1250 (27.3906)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [12]  [1060/1251]  eta: 0:01:31  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.6688 (5.5345)  acc1: 10.9375 (11.8951)  acc5: 29.2969 (27.4074)  time: 0.4770  data: 0.0003  max mem: 42896
Epoch: [12]  [1070/1251]  eta: 0:01:26  lr: 2.999e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.7227 (5.5358)  acc1: 11.3281 (11.8876)  acc5: 28.5156 (27.4017)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [12]  [1080/1251]  eta: 0:01:21  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.7360 (5.5367)  acc1: 11.3281 (11.8759)  acc5: 28.5156 (27.3886)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [12]  [1090/1251]  eta: 0:01:17  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.5150 (5.5363)  acc1: 12.5000 (11.8831)  acc5: 30.8594 (27.4207)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [12]  [1100/1251]  eta: 0:01:12  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.3419 (5.5346)  acc1: 12.8906 (11.8887)  acc5: 31.6406 (27.4445)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [12]  [1110/1251]  eta: 0:01:07  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.2823 (5.5326)  acc1: 13.6719 (11.9086)  acc5: 33.2031 (27.4858)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [12]  [1120/1251]  eta: 0:01:02  lr: 2.999e-02  img/s: 5.05e+02  pen: 4.4e-02  loss: 5.3335 (5.5325)  acc1: 13.2812 (11.9114)  acc5: 31.2500 (27.4870)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [12]  [1130/1251]  eta: 0:00:57  lr: 2.999e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 5.3646 (5.5323)  acc1: 12.8906 (11.9170)  acc5: 30.4688 (27.4978)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [12]  [1140/1251]  eta: 0:00:53  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.2641 (5.5307)  acc1: 13.6719 (11.9341)  acc5: 31.6406 (27.5218)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [12]  [1150/1251]  eta: 0:00:48  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.2351 (5.5300)  acc1: 13.6719 (11.9410)  acc5: 31.6406 (27.5352)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [12]  [1160/1251]  eta: 0:00:43  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.7821 (5.5330)  acc1: 10.5469 (11.9159)  acc5: 24.2188 (27.4830)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [12]  [1170/1251]  eta: 0:00:38  lr: 2.999e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.9006 (5.5337)  acc1: 8.9844 (11.9026)  acc5: 22.6562 (27.4708)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [12]  [1180/1251]  eta: 0:00:33  lr: 2.999e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 5.6993 (5.5328)  acc1: 11.3281 (11.9096)  acc5: 28.9062 (27.5035)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [12]  [1190/1251]  eta: 0:00:29  lr: 2.999e-02  img/s: 5.37e+02  pen: 4.1e-02  loss: 5.5626 (5.5326)  acc1: 13.2812 (11.9083)  acc5: 28.9062 (27.5110)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [12]  [1200/1251]  eta: 0:00:24  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.7320 (5.5338)  acc1: 11.3281 (11.9028)  acc5: 26.9531 (27.5080)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [12]  [1210/1251]  eta: 0:00:19  lr: 2.999e-02  img/s: 5.36e+02  pen: 4.1e-02  loss: 5.6551 (5.5319)  acc1: 12.8906 (11.9213)  acc5: 29.6875 (27.5489)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [12]  [1220/1251]  eta: 0:00:14  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.5166 (5.5330)  acc1: 12.5000 (11.9152)  acc5: 30.8594 (27.5488)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [12]  [1230/1251]  eta: 0:00:10  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.4017 (5.5324)  acc1: 10.9375 (11.9183)  acc5: 30.8594 (27.5602)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [12]  [1240/1251]  eta: 0:00:05  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.2072 (5.5308)  acc1: 14.4531 (11.9375)  acc5: 31.6406 (27.5912)  time: 0.4748  data: 0.0006  max mem: 42896
Epoch: [12]  [1250/1251]  eta: 0:00:00  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 5.1552 (5.5296)  acc1: 14.4531 (11.9492)  acc5: 31.6406 (27.6138)  time: 0.4761  data: 0.0006  max mem: 42896
Epoch: [12] Total time: 0:09:59
Test:   [ 0/49]  eta: 0:02:13  loss: 4.3147 (4.3147)  acc1: 20.7031 (20.7031)  acc5: 55.4688 (55.4688)  time: 2.7173  data: 2.4683  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 18.432 Acc@5 40.200 Loss: 4.793
Test: EMA  [ 0/49]  eta: 0:02:20  loss: 5.4143 (5.4143)  acc1: 10.1562 (10.1562)  acc5: 31.6406 (31.6406)  time: 2.8627  data: 2.6100  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 7.484 Acc@5 20.468 Loss: 5.599
Epoch: [13]  [   0/1251]  eta: 1:24:04  lr: 2.999e-02  img/s: 5.03e+02  pen: 4.4e-02  loss: 5.5265 (5.5265)  acc1: 15.6250 (15.6250)  acc5: 31.2500 (31.2500)  time: 4.0325  data: 3.5238  max mem: 42896
Epoch: [13]  [  10/1251]  eta: 0:16:28  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.4714 (5.3961)  acc1: 14.8438 (13.5653)  acc5: 31.2500 (29.7940)  time: 0.7968  data: 0.3206  max mem: 42896
Epoch: [13]  [  20/1251]  eta: 0:13:11  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.4714 (5.4993)  acc1: 12.1094 (12.4814)  acc5: 29.2969 (27.7716)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [13]  [  30/1251]  eta: 0:11:57  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.3013 (5.4641)  acc1: 10.9375 (12.6512)  acc5: 31.2500 (28.4904)  time: 0.4730  data: 0.0003  max mem: 42896
Epoch: [13]  [  40/1251]  eta: 0:11:19  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.3013 (5.4679)  acc1: 10.9375 (12.3857)  acc5: 32.4219 (28.6490)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [13]  [  50/1251]  eta: 0:10:52  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 5.6771 (5.4946)  acc1: 11.7188 (12.4770)  acc5: 29.2969 (28.6075)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [13]  [  60/1251]  eta: 0:10:33  lr: 2.999e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.7832 (5.5377)  acc1: 11.7188 (12.2823)  acc5: 27.3438 (28.1122)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [13]  [  70/1251]  eta: 0:10:19  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.8020 (5.5564)  acc1: 10.9375 (12.1094)  acc5: 28.1250 (28.0700)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [13]  [  80/1251]  eta: 0:10:06  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.5397 (5.5471)  acc1: 11.3281 (12.0949)  acc5: 29.6875 (28.2407)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [13]  [  90/1251]  eta: 0:09:56  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.3725 (5.5479)  acc1: 13.2812 (12.2124)  acc5: 32.4219 (28.3053)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [13]  [ 100/1251]  eta: 0:09:46  lr: 2.999e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.3914 (5.5551)  acc1: 11.7188 (12.1481)  acc5: 30.0781 (28.0709)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [13]  [ 110/1251]  eta: 0:09:37  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.7578 (5.5537)  acc1: 10.5469 (12.2220)  acc5: 25.0000 (28.0581)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [13]  [ 120/1251]  eta: 0:09:29  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.6664 (5.5438)  acc1: 12.1094 (12.2191)  acc5: 28.9062 (28.1831)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [13]  [ 130/1251]  eta: 0:09:22  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.4038 (5.5403)  acc1: 12.1094 (12.2137)  acc5: 32.0312 (28.1638)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [13]  [ 140/1251]  eta: 0:09:15  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.0896 (5.5040)  acc1: 14.8438 (12.4778)  acc5: 34.3750 (28.6375)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [13]  [ 150/1251]  eta: 0:09:08  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.0896 (5.5042)  acc1: 14.8438 (12.4017)  acc5: 31.2500 (28.5208)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [13]  [ 160/1251]  eta: 0:09:02  lr: 2.999e-02  img/s: 5.08e+02  pen: 4.5e-02  loss: 5.5188 (5.5131)  acc1: 11.3281 (12.3059)  acc5: 28.5156 (28.3506)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [13]  [ 170/1251]  eta: 0:08:55  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.5584 (5.5191)  acc1: 10.5469 (12.3195)  acc5: 29.6875 (28.3900)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [13]  [ 180/1251]  eta: 0:08:49  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.6589 (5.5271)  acc1: 10.5469 (12.1698)  acc5: 23.0469 (28.1638)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [13]  [ 190/1251]  eta: 0:08:43  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.6589 (5.5205)  acc1: 8.5938 (12.1625)  acc5: 21.8750 (28.1495)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [13]  [ 200/1251]  eta: 0:08:37  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.1725 (5.5170)  acc1: 13.6719 (12.1696)  acc5: 32.8125 (28.1988)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [13]  [ 210/1251]  eta: 0:08:31  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 5.3013 (5.5125)  acc1: 13.2812 (12.2075)  acc5: 32.8125 (28.2435)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [13]  [ 220/1251]  eta: 0:08:26  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.7135 (5.5185)  acc1: 12.8906 (12.1712)  acc5: 26.1719 (28.1427)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [13]  [ 230/1251]  eta: 0:08:20  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.6272 (5.5181)  acc1: 13.6719 (12.2447)  acc5: 29.6875 (28.2451)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [13]  [ 240/1251]  eta: 0:08:14  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.6272 (5.5230)  acc1: 12.8906 (12.2504)  acc5: 29.6875 (28.1882)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [13]  [ 250/1251]  eta: 0:08:09  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.3402 (5.5135)  acc1: 14.8438 (12.3802)  acc5: 30.4688 (28.3009)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [13]  [ 260/1251]  eta: 0:08:04  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.0316 (5.5071)  acc1: 15.2344 (12.4252)  acc5: 32.0312 (28.3540)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [13]  [ 270/1251]  eta: 0:07:58  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.9909 (5.4998)  acc1: 14.8438 (12.5086)  acc5: 32.4219 (28.4926)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [13]  [ 280/1251]  eta: 0:07:53  lr: 2.999e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.1157 (5.4941)  acc1: 16.4062 (12.5695)  acc5: 34.3750 (28.5865)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [13]  [ 290/1251]  eta: 0:07:48  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.2394 (5.4969)  acc1: 14.0625 (12.5295)  acc5: 32.4219 (28.5143)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [13]  [ 300/1251]  eta: 0:07:42  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 5.4243 (5.4936)  acc1: 12.5000 (12.5688)  acc5: 28.9062 (28.5312)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [13]  [ 310/1251]  eta: 0:07:37  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 5.3985 (5.4951)  acc1: 12.5000 (12.5565)  acc5: 28.5156 (28.4692)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [13]  [ 320/1251]  eta: 0:07:32  lr: 2.999e-02  img/s: 5.10e+02  pen: 4.2e-02  loss: 5.5798 (5.4997)  acc1: 12.5000 (12.5402)  acc5: 26.9531 (28.3805)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [13]  [ 330/1251]  eta: 0:07:27  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.4991 (5.5003)  acc1: 12.5000 (12.5696)  acc5: 27.7344 (28.3976)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [13]  [ 340/1251]  eta: 0:07:22  lr: 2.999e-02  img/s: 5.25e+02  pen: 4.2e-02  loss: 5.4991 (5.5046)  acc1: 13.2812 (12.5412)  acc5: 28.9062 (28.2900)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [13]  [ 350/1251]  eta: 0:07:16  lr: 2.999e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.6437 (5.5039)  acc1: 13.2812 (12.5556)  acc5: 29.6875 (28.2808)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [13]  [ 360/1251]  eta: 0:07:11  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.6941 (5.5088)  acc1: 12.5000 (12.5022)  acc5: 26.5625 (28.2072)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [13]  [ 370/1251]  eta: 0:07:06  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.4520 (5.5043)  acc1: 14.0625 (12.5779)  acc5: 30.0781 (28.3219)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [13]  [ 380/1251]  eta: 0:07:01  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.4520 (5.5069)  acc1: 15.2344 (12.5492)  acc5: 32.0312 (28.2983)  time: 0.4735  data: 0.0004  max mem: 42896
Epoch: [13]  [ 390/1251]  eta: 0:06:56  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.4679 (5.5012)  acc1: 12.8906 (12.6109)  acc5: 32.4219 (28.3698)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [13]  [ 400/1251]  eta: 0:06:51  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.5253 (5.5065)  acc1: 12.8906 (12.5877)  acc5: 31.2500 (28.3062)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [13]  [ 410/1251]  eta: 0:06:46  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.8990 (5.5140)  acc1: 10.1562 (12.5504)  acc5: 23.0469 (28.2134)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [13]  [ 420/1251]  eta: 0:06:41  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.8309 (5.5161)  acc1: 9.7656 (12.5251)  acc5: 24.6094 (28.1862)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [13]  [ 430/1251]  eta: 0:06:36  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.6131 (5.5146)  acc1: 11.7188 (12.5779)  acc5: 27.3438 (28.2338)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [13]  [ 440/1251]  eta: 0:06:31  lr: 2.999e-02  img/s: 5.38e+02  pen: 3.9e-02  loss: 5.4042 (5.5147)  acc1: 14.8438 (12.6152)  acc5: 32.8125 (28.2880)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [13]  [ 450/1251]  eta: 0:06:26  lr: 2.999e-02  img/s: 5.37e+02  pen: 4.0e-02  loss: 5.5193 (5.5131)  acc1: 14.0625 (12.6446)  acc5: 32.8125 (28.3268)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [13]  [ 460/1251]  eta: 0:06:21  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.3796 (5.5094)  acc1: 15.2344 (12.7042)  acc5: 33.2031 (28.4436)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [13]  [ 470/1251]  eta: 0:06:16  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.4611 (5.5120)  acc1: 12.1094 (12.6758)  acc5: 30.8594 (28.3912)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [13]  [ 480/1251]  eta: 0:06:11  lr: 2.999e-02  img/s: 5.09e+02  pen: 4.1e-02  loss: 5.7159 (5.5108)  acc1: 10.9375 (12.6876)  acc5: 25.3906 (28.3946)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [13]  [ 490/1251]  eta: 0:06:06  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.7004 (5.5171)  acc1: 10.9375 (12.6424)  acc5: 28.9062 (28.3398)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [13]  [ 500/1251]  eta: 0:06:01  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.8950 (5.5224)  acc1: 8.9844 (12.5811)  acc5: 21.8750 (28.2271)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [13]  [ 510/1251]  eta: 0:05:57  lr: 2.999e-02  img/s: 5.37e+02  pen: 4.3e-02  loss: 5.6572 (5.5216)  acc1: 11.7188 (12.6185)  acc5: 24.2188 (28.2771)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [13]  [ 520/1251]  eta: 0:05:52  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 5.4218 (5.5161)  acc1: 15.2344 (12.6537)  acc5: 33.5938 (28.3604)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [13]  [ 530/1251]  eta: 0:05:47  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.4324 (5.5200)  acc1: 11.3281 (12.5978)  acc5: 30.8594 (28.2684)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [13]  [ 540/1251]  eta: 0:05:42  lr: 2.999e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 5.8564 (5.5211)  acc1: 10.5469 (12.5650)  acc5: 24.6094 (28.2449)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [13]  [ 550/1251]  eta: 0:05:37  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.4338 (5.5178)  acc1: 12.5000 (12.5851)  acc5: 30.4688 (28.2718)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [13]  [ 560/1251]  eta: 0:05:32  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.1617 (5.5165)  acc1: 15.6250 (12.6065)  acc5: 33.2031 (28.3186)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [13]  [ 570/1251]  eta: 0:05:27  lr: 2.999e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 5.6777 (5.5223)  acc1: 11.7188 (12.5677)  acc5: 31.2500 (28.2529)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [13]  [ 580/1251]  eta: 0:05:22  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.6079 (5.5197)  acc1: 11.3281 (12.5847)  acc5: 26.9531 (28.2904)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [13]  [ 590/1251]  eta: 0:05:17  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.5405 (5.5207)  acc1: 13.2812 (12.5793)  acc5: 30.8594 (28.3068)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [13]  [ 600/1251]  eta: 0:05:13  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.7436 (5.5211)  acc1: 11.7188 (12.5682)  acc5: 29.2969 (28.2914)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [13]  [ 610/1251]  eta: 0:05:08  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.7328 (5.5196)  acc1: 11.3281 (12.5844)  acc5: 29.2969 (28.3232)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [13]  [ 620/1251]  eta: 0:05:03  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.4110 (5.5164)  acc1: 12.8906 (12.6113)  acc5: 32.8125 (28.3760)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [13]  [ 630/1251]  eta: 0:04:58  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.4110 (5.5176)  acc1: 12.5000 (12.6009)  acc5: 32.4219 (28.3732)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [13]  [ 640/1251]  eta: 0:04:53  lr: 2.999e-02  img/s: 5.10e+02  pen: 4.0e-02  loss: 5.7034 (5.5221)  acc1: 9.3750 (12.5646)  acc5: 23.8281 (28.2938)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [13]  [ 650/1251]  eta: 0:04:48  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.8255 (5.5246)  acc1: 9.3750 (12.5354)  acc5: 23.8281 (28.2570)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [13]  [ 660/1251]  eta: 0:04:43  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 5.5413 (5.5228)  acc1: 12.5000 (12.5597)  acc5: 27.7344 (28.2940)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [13]  [ 670/1251]  eta: 0:04:39  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.3165 (5.5228)  acc1: 14.0625 (12.5547)  acc5: 29.2969 (28.2641)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [13]  [ 680/1251]  eta: 0:04:34  lr: 2.999e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 5.6595 (5.5243)  acc1: 12.1094 (12.5384)  acc5: 27.3438 (28.2351)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [13]  [ 690/1251]  eta: 0:04:29  lr: 2.999e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.7086 (5.5231)  acc1: 11.7188 (12.5509)  acc5: 27.3438 (28.2754)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [13]  [ 700/1251]  eta: 0:04:24  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.7101 (5.5267)  acc1: 11.7188 (12.5273)  acc5: 27.3438 (28.2259)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [13]  [ 710/1251]  eta: 0:04:19  lr: 2.999e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.6284 (5.5253)  acc1: 12.8906 (12.5412)  acc5: 28.9062 (28.2563)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [13]  [ 720/1251]  eta: 0:04:14  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 5.5710 (5.5274)  acc1: 12.1094 (12.5184)  acc5: 29.6875 (28.2133)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [13]  [ 730/1251]  eta: 0:04:10  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.7532 (5.5293)  acc1: 10.9375 (12.5021)  acc5: 23.0469 (28.1774)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [13]  [ 740/1251]  eta: 0:04:05  lr: 2.999e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 5.7461 (5.5310)  acc1: 11.7188 (12.4968)  acc5: 25.3906 (28.1645)  time: 0.4767  data: 0.0005  max mem: 42896
Epoch: [13]  [ 750/1251]  eta: 0:04:00  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.5250 (5.5298)  acc1: 11.7188 (12.5031)  acc5: 28.1250 (28.1765)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [13]  [ 760/1251]  eta: 0:03:55  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.1419 (5.5278)  acc1: 14.0625 (12.5190)  acc5: 33.5938 (28.1969)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [13]  [ 770/1251]  eta: 0:03:50  lr: 2.999e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 5.1419 (5.5272)  acc1: 12.8906 (12.5304)  acc5: 29.6875 (28.2177)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [13]  [ 780/1251]  eta: 0:03:45  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.2840 (5.5242)  acc1: 12.5000 (12.5440)  acc5: 32.0312 (28.2430)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [13]  [ 790/1251]  eta: 0:03:41  lr: 2.999e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.1308 (5.5225)  acc1: 14.0625 (12.5533)  acc5: 32.8125 (28.2608)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [13]  [ 800/1251]  eta: 0:03:36  lr: 2.999e-02  img/s: 4.95e+02  pen: 4.4e-02  loss: 5.1602 (5.5220)  acc1: 14.0625 (12.5468)  acc5: 30.4688 (28.2611)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [13]  [ 810/1251]  eta: 0:03:31  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.6277 (5.5216)  acc1: 14.4531 (12.5665)  acc5: 32.4219 (28.2974)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [13]  [ 820/1251]  eta: 0:03:26  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.6848 (5.5231)  acc1: 13.6719 (12.5599)  acc5: 32.4219 (28.3015)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [13]  [ 830/1251]  eta: 0:03:21  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.0924 (5.5183)  acc1: 15.2344 (12.5997)  acc5: 32.4219 (28.3535)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [13]  [ 840/1251]  eta: 0:03:17  lr: 2.999e-02  img/s: 5.34e+02  pen: 4.4e-02  loss: 5.0903 (5.5184)  acc1: 15.2344 (12.6022)  acc5: 33.2031 (28.3684)  time: 0.4772  data: 0.0004  max mem: 42896
Epoch: [13]  [ 850/1251]  eta: 0:03:12  lr: 2.999e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.5185 (5.5180)  acc1: 13.2812 (12.6143)  acc5: 32.0312 (28.3866)  time: 0.4772  data: 0.0004  max mem: 42896
Epoch: [13]  [ 860/1251]  eta: 0:03:07  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 5.7479 (5.5202)  acc1: 12.1094 (12.6098)  acc5: 26.9531 (28.3632)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [13]  [ 870/1251]  eta: 0:03:02  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.7479 (5.5209)  acc1: 12.1094 (12.6085)  acc5: 27.3438 (28.3551)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [13]  [ 880/1251]  eta: 0:02:57  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.5636 (5.5197)  acc1: 13.6719 (12.6241)  acc5: 29.6875 (28.3711)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [13]  [ 890/1251]  eta: 0:02:52  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 5.5508 (5.5186)  acc1: 14.4531 (12.6438)  acc5: 31.2500 (28.4021)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [13]  [ 900/1251]  eta: 0:02:48  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.6036 (5.5188)  acc1: 14.4531 (12.6387)  acc5: 28.5156 (28.4016)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [13]  [ 910/1251]  eta: 0:02:43  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.8414 (5.5207)  acc1: 9.3750 (12.6119)  acc5: 24.6094 (28.3484)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [13]  [ 920/1251]  eta: 0:02:38  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.8877 (5.5206)  acc1: 10.5469 (12.6014)  acc5: 21.8750 (28.3354)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [13]  [ 930/1251]  eta: 0:02:33  lr: 2.999e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 5.2897 (5.5191)  acc1: 12.5000 (12.6145)  acc5: 31.2500 (28.3671)  time: 0.4772  data: 0.0004  max mem: 42896
Epoch: [13]  [ 940/1251]  eta: 0:02:28  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.6101 (5.5208)  acc1: 12.5000 (12.6005)  acc5: 29.2969 (28.3533)  time: 0.4776  data: 0.0005  max mem: 42896
Epoch: [13]  [ 950/1251]  eta: 0:02:24  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.7657 (5.5202)  acc1: 10.1562 (12.6002)  acc5: 27.3438 (28.3600)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [13]  [ 960/1251]  eta: 0:02:19  lr: 2.999e-02  img/s: 5.09e+02  pen: 3.7e-02  loss: 5.5553 (5.5203)  acc1: 11.3281 (12.6000)  acc5: 27.7344 (28.3640)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [13]  [ 970/1251]  eta: 0:02:14  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.5645 (5.5213)  acc1: 12.5000 (12.5978)  acc5: 28.9062 (28.3567)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [13]  [ 980/1251]  eta: 0:02:09  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.5796 (5.5220)  acc1: 13.2812 (12.6031)  acc5: 30.0781 (28.3707)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [13]  [ 990/1251]  eta: 0:02:04  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.5575 (5.5217)  acc1: 14.0625 (12.6052)  acc5: 30.8594 (28.3698)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [13]  [1000/1251]  eta: 0:02:00  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 5.2590 (5.5194)  acc1: 14.8438 (12.6319)  acc5: 32.0312 (28.4017)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [13]  [1010/1251]  eta: 0:01:55  lr: 2.999e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.4223 (5.5200)  acc1: 13.6719 (12.6263)  acc5: 30.8594 (28.3893)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [13]  [1020/1251]  eta: 0:01:50  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 5.4214 (5.5177)  acc1: 13.2812 (12.6439)  acc5: 31.6406 (28.4257)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [13]  [1030/1251]  eta: 0:01:45  lr: 2.999e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 5.2936 (5.5181)  acc1: 14.0625 (12.6360)  acc5: 33.5938 (28.4111)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [13]  [1040/1251]  eta: 0:01:40  lr: 2.999e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 5.6152 (5.5192)  acc1: 13.2812 (12.6310)  acc5: 27.3438 (28.4004)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [13]  [1050/1251]  eta: 0:01:36  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.5262 (5.5188)  acc1: 13.2812 (12.6386)  acc5: 31.6406 (28.4246)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [13]  [1060/1251]  eta: 0:01:31  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.1535 (5.5161)  acc1: 14.4531 (12.6631)  acc5: 34.7656 (28.4600)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [13]  [1070/1251]  eta: 0:01:26  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.1940 (5.5158)  acc1: 14.8438 (12.6667)  acc5: 32.8125 (28.4715)  time: 0.4759  data: 0.0005  max mem: 42896
Epoch: [13]  [1080/1251]  eta: 0:01:21  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.2909 (5.5143)  acc1: 14.0625 (12.6792)  acc5: 31.6406 (28.5077)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [13]  [1090/1251]  eta: 0:01:17  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.3322 (5.5162)  acc1: 13.2812 (12.6618)  acc5: 28.9062 (28.4705)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [13]  [1100/1251]  eta: 0:01:12  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.9683 (5.5177)  acc1: 8.9844 (12.6384)  acc5: 22.6562 (28.4362)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [13]  [1110/1251]  eta: 0:01:07  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 5.7890 (5.5168)  acc1: 12.8906 (12.6575)  acc5: 28.1250 (28.4590)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [13]  [1120/1251]  eta: 0:01:02  lr: 2.999e-02  img/s: 5.07e+02  pen: 3.9e-02  loss: 5.4499 (5.5167)  acc1: 15.2344 (12.6728)  acc5: 32.8125 (28.4769)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [13]  [1130/1251]  eta: 0:00:57  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 5.4499 (5.5153)  acc1: 14.0625 (12.6869)  acc5: 31.6406 (28.4928)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [13]  [1140/1251]  eta: 0:00:53  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.2433 (5.5133)  acc1: 15.6250 (12.7044)  acc5: 33.2031 (28.5307)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [13]  [1150/1251]  eta: 0:00:48  lr: 2.999e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 5.1212 (5.5121)  acc1: 13.6719 (12.7097)  acc5: 33.2031 (28.5516)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [13]  [1160/1251]  eta: 0:00:43  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.9729 (5.5092)  acc1: 14.4531 (12.7352)  acc5: 33.5938 (28.6028)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [13]  [1170/1251]  eta: 0:00:38  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.4354 (5.5111)  acc1: 14.4531 (12.7205)  acc5: 32.4219 (28.5770)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [13]  [1180/1251]  eta: 0:00:33  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.7766 (5.5099)  acc1: 10.9375 (12.7381)  acc5: 27.7344 (28.6023)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [13]  [1190/1251]  eta: 0:00:29  lr: 2.999e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.1486 (5.5080)  acc1: 15.2344 (12.7571)  acc5: 34.3750 (28.6311)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [13]  [1200/1251]  eta: 0:00:24  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.1931 (5.5084)  acc1: 15.2344 (12.7622)  acc5: 34.3750 (28.6353)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [13]  [1210/1251]  eta: 0:00:19  lr: 2.999e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.5585 (5.5097)  acc1: 11.7188 (12.7464)  acc5: 30.4688 (28.6230)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [13]  [1220/1251]  eta: 0:00:14  lr: 2.999e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 5.7103 (5.5092)  acc1: 11.7188 (12.7390)  acc5: 29.2969 (28.6126)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [13]  [1230/1251]  eta: 0:00:10  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.7605 (5.5093)  acc1: 11.7188 (12.7259)  acc5: 28.5156 (28.5984)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [13]  [1240/1251]  eta: 0:00:05  lr: 2.999e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.7874 (5.5086)  acc1: 12.1094 (12.7329)  acc5: 28.1250 (28.6060)  time: 0.4741  data: 0.0007  max mem: 42896
Epoch: [13]  [1250/1251]  eta: 0:00:00  lr: 2.999e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.1920 (5.5080)  acc1: 12.5000 (12.7376)  acc5: 25.3906 (28.6165)  time: 0.4750  data: 0.0006  max mem: 42896
Epoch: [13] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:40  loss: 4.0228 (4.0228)  acc1: 28.5156 (28.5156)  acc5: 62.5000 (62.5000)  time: 3.2746  data: 3.0280  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 20.326 Acc@5 43.416 Loss: 4.683
Test: EMA  [ 0/49]  eta: 0:02:11  loss: 5.4119 (5.4119)  acc1: 8.5938 (8.5938)  acc5: 30.8594 (30.8594)  time: 2.6750  data: 2.4265  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 7.656 Acc@5 20.746 Loss: 5.591
Epoch: [14]  [   0/1251]  eta: 1:21:02  lr: 2.998e-02  img/s: 5.11e+02  pen: 4.3e-02  loss: 5.9603 (5.9603)  acc1: 6.2500 (6.2500)  acc5: 19.5312 (19.5312)  time: 3.8872  data: 3.3865  max mem: 42896
Epoch: [14]  [  10/1251]  eta: 0:16:12  lr: 2.998e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 5.7228 (5.5241)  acc1: 11.3281 (12.5000)  acc5: 30.4688 (27.3793)  time: 0.7839  data: 0.3081  max mem: 42896
Epoch: [14]  [  20/1251]  eta: 0:13:02  lr: 2.998e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.6884 (5.5929)  acc1: 12.1094 (12.3698)  acc5: 27.3438 (26.9531)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [14]  [  30/1251]  eta: 0:11:52  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.6884 (5.5828)  acc1: 12.1094 (12.3488)  acc5: 26.9531 (27.3690)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [14]  [  40/1251]  eta: 0:11:14  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.2975 (5.5148)  acc1: 14.8438 (12.9192)  acc5: 33.9844 (28.5633)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [14]  [  50/1251]  eta: 0:10:49  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.2114 (5.4643)  acc1: 15.6250 (13.2889)  acc5: 34.3750 (29.3428)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [14]  [  60/1251]  eta: 0:10:31  lr: 2.998e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.1006 (5.4332)  acc1: 15.6250 (13.7167)  acc5: 33.2031 (30.0333)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [14]  [  70/1251]  eta: 0:10:17  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.2956 (5.4345)  acc1: 13.6719 (13.6774)  acc5: 33.5938 (30.1111)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [14]  [  80/1251]  eta: 0:10:04  lr: 2.998e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.2999 (5.4445)  acc1: 13.2812 (13.4645)  acc5: 32.8125 (29.7213)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [14]  [  90/1251]  eta: 0:09:54  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.5424 (5.4450)  acc1: 12.5000 (13.4916)  acc5: 29.6875 (29.6188)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [14]  [ 100/1251]  eta: 0:09:45  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.5155 (5.4448)  acc1: 14.8438 (13.5558)  acc5: 30.8594 (29.6952)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [14]  [ 110/1251]  eta: 0:09:36  lr: 2.998e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.6311 (5.4699)  acc1: 14.0625 (13.3974)  acc5: 30.0781 (29.4623)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [14]  [ 120/1251]  eta: 0:09:28  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.6311 (5.4581)  acc1: 12.8906 (13.4394)  acc5: 30.0781 (29.7166)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [14]  [ 130/1251]  eta: 0:09:21  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.1680 (5.4492)  acc1: 15.2344 (13.4512)  acc5: 35.5469 (29.8545)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [14]  [ 140/1251]  eta: 0:09:14  lr: 2.998e-02  img/s: 5.37e+02  pen: 4.0e-02  loss: 5.3133 (5.4514)  acc1: 14.4531 (13.3671)  acc5: 32.4219 (29.7041)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [14]  [ 150/1251]  eta: 0:09:07  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.9330 (5.4213)  acc1: 15.6250 (13.5787)  acc5: 35.1562 (30.0807)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [14]  [ 160/1251]  eta: 0:09:01  lr: 2.998e-02  img/s: 5.08e+02  pen: 4.5e-02  loss: 4.9330 (5.4065)  acc1: 15.6250 (13.6646)  acc5: 34.7656 (30.2431)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [14]  [ 170/1251]  eta: 0:08:54  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.0242 (5.4048)  acc1: 16.0156 (13.6810)  acc5: 34.3750 (30.2129)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [14]  [ 180/1251]  eta: 0:08:48  lr: 2.998e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.3819 (5.4130)  acc1: 16.0156 (13.6935)  acc5: 34.3750 (30.2141)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [14]  [ 190/1251]  eta: 0:08:42  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.7598 (5.4263)  acc1: 14.8438 (13.6637)  acc5: 31.2500 (30.0556)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [14]  [ 200/1251]  eta: 0:08:36  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 5.3014 (5.4079)  acc1: 15.6250 (13.8157)  acc5: 33.2031 (30.3444)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [14]  [ 210/1251]  eta: 0:08:30  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.0009 (5.4120)  acc1: 16.0156 (13.7237)  acc5: 34.3750 (30.2596)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [14]  [ 220/1251]  eta: 0:08:25  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.6636 (5.4272)  acc1: 10.5469 (13.6277)  acc5: 27.7344 (30.1506)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [14]  [ 230/1251]  eta: 0:08:19  lr: 2.998e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 5.5556 (5.4218)  acc1: 14.0625 (13.6685)  acc5: 33.2031 (30.2202)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [14]  [ 240/1251]  eta: 0:08:14  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.3516 (5.4185)  acc1: 16.0156 (13.7497)  acc5: 33.9844 (30.3520)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [14]  [ 250/1251]  eta: 0:08:08  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.3874 (5.4190)  acc1: 15.6250 (13.7123)  acc5: 31.6406 (30.3396)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [14]  [ 260/1251]  eta: 0:08:03  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.8090 (5.4286)  acc1: 10.9375 (13.6479)  acc5: 25.7812 (30.2353)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [14]  [ 270/1251]  eta: 0:07:58  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.6615 (5.4229)  acc1: 12.8906 (13.7310)  acc5: 26.9531 (30.3433)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [14]  [ 280/1251]  eta: 0:07:52  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.3605 (5.4252)  acc1: 13.6719 (13.7219)  acc5: 32.4219 (30.3075)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [14]  [ 290/1251]  eta: 0:07:47  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.7165 (5.4231)  acc1: 12.5000 (13.7269)  acc5: 29.6875 (30.3224)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [14]  [ 300/1251]  eta: 0:07:42  lr: 2.998e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 5.7484 (5.4349)  acc1: 11.3281 (13.5927)  acc5: 27.7344 (30.0340)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [14]  [ 310/1251]  eta: 0:07:37  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.7964 (5.4372)  acc1: 10.1562 (13.5362)  acc5: 25.3906 (29.9588)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [14]  [ 320/1251]  eta: 0:07:32  lr: 2.998e-02  img/s: 5.08e+02  pen: 4.6e-02  loss: 5.3861 (5.4343)  acc1: 14.0625 (13.5295)  acc5: 32.4219 (29.9990)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [14]  [ 330/1251]  eta: 0:07:26  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.3861 (5.4354)  acc1: 14.4531 (13.4960)  acc5: 30.8594 (29.9825)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [14]  [ 340/1251]  eta: 0:07:21  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.6946 (5.4364)  acc1: 14.4531 (13.4932)  acc5: 29.2969 (29.9659)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [14]  [ 350/1251]  eta: 0:07:16  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.0324 (5.4299)  acc1: 14.4531 (13.5361)  acc5: 32.0312 (30.0503)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [14]  [ 360/1251]  eta: 0:07:11  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.3491 (5.4315)  acc1: 14.8438 (13.5301)  acc5: 32.4219 (30.0500)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [14]  [ 370/1251]  eta: 0:07:06  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.3491 (5.4262)  acc1: 14.8438 (13.5761)  acc5: 32.4219 (30.1624)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [14]  [ 380/1251]  eta: 0:07:01  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.5948 (5.4345)  acc1: 14.0625 (13.5181)  acc5: 31.2500 (30.0535)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [14]  [ 390/1251]  eta: 0:06:56  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.7434 (5.4367)  acc1: 13.2812 (13.5030)  acc5: 28.5156 (30.0212)  time: 0.4774  data: 0.0004  max mem: 42896
Epoch: [14]  [ 400/1251]  eta: 0:06:51  lr: 2.998e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.6710 (5.4394)  acc1: 12.8906 (13.4761)  acc5: 28.5156 (29.9905)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [14]  [ 410/1251]  eta: 0:06:46  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.6218 (5.4383)  acc1: 12.5000 (13.4789)  acc5: 29.6875 (30.0230)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [14]  [ 420/1251]  eta: 0:06:41  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.7173 (5.4453)  acc1: 10.5469 (13.4130)  acc5: 26.9531 (29.8851)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [14]  [ 430/1251]  eta: 0:06:36  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.6352 (5.4399)  acc1: 12.5000 (13.4725)  acc5: 28.1250 (29.9821)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [14]  [ 440/1251]  eta: 0:06:31  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.3175 (5.4374)  acc1: 14.8438 (13.4938)  acc5: 32.4219 (30.0170)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [14]  [ 450/1251]  eta: 0:06:26  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.0546 (5.4348)  acc1: 15.2344 (13.5212)  acc5: 34.3750 (30.0391)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [14]  [ 460/1251]  eta: 0:06:21  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.0546 (5.4320)  acc1: 15.6250 (13.5405)  acc5: 34.3750 (30.0891)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [14]  [ 470/1251]  eta: 0:06:16  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.4933 (5.4399)  acc1: 12.1094 (13.4853)  acc5: 28.1250 (29.9861)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [14]  [ 480/1251]  eta: 0:06:11  lr: 2.998e-02  img/s: 5.07e+02  pen: 4.3e-02  loss: 5.9233 (5.4418)  acc1: 8.5938 (13.4818)  acc5: 24.6094 (29.9198)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [14]  [ 490/1251]  eta: 0:06:06  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.5831 (5.4425)  acc1: 14.4531 (13.5088)  acc5: 30.8594 (29.9238)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [14]  [ 500/1251]  eta: 0:06:01  lr: 2.998e-02  img/s: 5.39e+02  pen: 3.7e-02  loss: 5.7152 (5.4465)  acc1: 13.6719 (13.4793)  acc5: 28.1250 (29.8551)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [14]  [ 510/1251]  eta: 0:05:57  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 5.0607 (5.4399)  acc1: 14.8438 (13.5305)  acc5: 28.5156 (29.9459)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [14]  [ 520/1251]  eta: 0:05:52  lr: 2.998e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 5.3088 (5.4416)  acc1: 15.6250 (13.5264)  acc5: 34.7656 (29.9447)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [14]  [ 530/1251]  eta: 0:05:47  lr: 2.998e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.5185 (5.4436)  acc1: 13.2812 (13.5071)  acc5: 31.2500 (29.9023)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [14]  [ 540/1251]  eta: 0:05:42  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.5101 (5.4435)  acc1: 12.1094 (13.5022)  acc5: 31.2500 (29.9084)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [14]  [ 550/1251]  eta: 0:05:37  lr: 2.998e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 5.3403 (5.4430)  acc1: 14.8438 (13.5251)  acc5: 32.4219 (29.9314)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [14]  [ 560/1251]  eta: 0:05:32  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.3486 (5.4446)  acc1: 14.8438 (13.5208)  acc5: 32.4219 (29.9305)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [14]  [ 570/1251]  eta: 0:05:27  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.3970 (5.4454)  acc1: 13.6719 (13.5262)  acc5: 31.6406 (29.8996)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [14]  [ 580/1251]  eta: 0:05:22  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.3535 (5.4430)  acc1: 15.6250 (13.5697)  acc5: 33.9844 (29.9437)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [14]  [ 590/1251]  eta: 0:05:17  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 5.3535 (5.4431)  acc1: 14.8438 (13.5701)  acc5: 33.5938 (29.9473)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [14]  [ 600/1251]  eta: 0:05:12  lr: 2.998e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 5.6610 (5.4447)  acc1: 11.7188 (13.5412)  acc5: 30.8594 (29.8987)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [14]  [ 610/1251]  eta: 0:05:08  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.7262 (5.4458)  acc1: 10.9375 (13.5306)  acc5: 25.0000 (29.8729)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [14]  [ 620/1251]  eta: 0:05:03  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.4239 (5.4430)  acc1: 14.0625 (13.5618)  acc5: 33.5938 (29.9228)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [14]  [ 630/1251]  eta: 0:04:58  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.0909 (5.4409)  acc1: 15.6250 (13.5716)  acc5: 35.1562 (29.9574)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [14]  [ 640/1251]  eta: 0:04:53  lr: 2.998e-02  img/s: 4.92e+02  pen: 4.3e-02  loss: 4.9366 (5.4354)  acc1: 17.1875 (13.6213)  acc5: 37.1094 (30.0452)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [14]  [ 650/1251]  eta: 0:04:48  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.9366 (5.4343)  acc1: 17.1875 (13.6245)  acc5: 35.9375 (30.0373)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [14]  [ 660/1251]  eta: 0:04:43  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.2314 (5.4336)  acc1: 16.0156 (13.6406)  acc5: 33.5938 (30.0799)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [14]  [ 670/1251]  eta: 0:04:39  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.5200 (5.4369)  acc1: 14.0625 (13.6282)  acc5: 33.5938 (30.0537)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [14]  [ 680/1251]  eta: 0:04:34  lr: 2.998e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.1695 (5.4316)  acc1: 14.4531 (13.6495)  acc5: 34.3750 (30.1160)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [14]  [ 690/1251]  eta: 0:04:29  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 5.0160 (5.4312)  acc1: 14.4531 (13.6521)  acc5: 34.3750 (30.1426)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [14]  [ 700/1251]  eta: 0:04:24  lr: 2.998e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.6307 (5.4325)  acc1: 12.5000 (13.6490)  acc5: 30.4688 (30.1361)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [14]  [ 710/1251]  eta: 0:04:19  lr: 2.998e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 5.7672 (5.4353)  acc1: 11.7188 (13.6213)  acc5: 28.5156 (30.0919)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [14]  [ 720/1251]  eta: 0:04:14  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.7000 (5.4374)  acc1: 10.9375 (13.5944)  acc5: 27.7344 (30.0597)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [14]  [ 730/1251]  eta: 0:04:09  lr: 2.998e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 5.2969 (5.4336)  acc1: 15.2344 (13.6265)  acc5: 33.2031 (30.1471)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [14]  [ 740/1251]  eta: 0:04:05  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.2969 (5.4360)  acc1: 13.6719 (13.6039)  acc5: 32.0312 (30.1003)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [14]  [ 750/1251]  eta: 0:04:00  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.6150 (5.4342)  acc1: 13.6719 (13.6245)  acc5: 30.8594 (30.1447)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [14]  [ 760/1251]  eta: 0:03:55  lr: 2.998e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.4891 (5.4356)  acc1: 15.2344 (13.6087)  acc5: 31.6406 (30.1238)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [14]  [ 770/1251]  eta: 0:03:50  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.7181 (5.4368)  acc1: 12.8906 (13.5984)  acc5: 28.1250 (30.1197)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [14]  [ 780/1251]  eta: 0:03:45  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.6001 (5.4373)  acc1: 11.7188 (13.5918)  acc5: 30.4688 (30.1196)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [14]  [ 790/1251]  eta: 0:03:41  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 5.1521 (5.4323)  acc1: 16.0156 (13.6383)  acc5: 35.9375 (30.1986)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [14]  [ 800/1251]  eta: 0:03:36  lr: 2.998e-02  img/s: 5.09e+02  pen: 4.3e-02  loss: 5.2082 (5.4359)  acc1: 15.6250 (13.6255)  acc5: 35.9375 (30.1625)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [14]  [ 810/1251]  eta: 0:03:31  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.4572 (5.4359)  acc1: 12.8906 (13.6150)  acc5: 27.7344 (30.1590)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [14]  [ 820/1251]  eta: 0:03:26  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.4270 (5.4353)  acc1: 12.5000 (13.6238)  acc5: 31.2500 (30.1871)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [14]  [ 830/1251]  eta: 0:03:21  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.0941 (5.4319)  acc1: 16.0156 (13.6648)  acc5: 36.3281 (30.2502)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [14]  [ 840/1251]  eta: 0:03:16  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.8654 (5.4274)  acc1: 16.7969 (13.7058)  acc5: 38.6719 (30.3210)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [14]  [ 850/1251]  eta: 0:03:12  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.8818 (5.4240)  acc1: 16.4062 (13.7274)  acc5: 37.8906 (30.3756)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [14]  [ 860/1251]  eta: 0:03:07  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 5.0649 (5.4230)  acc1: 15.6250 (13.7345)  acc5: 35.5469 (30.3921)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [14]  [ 870/1251]  eta: 0:03:02  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.4735 (5.4236)  acc1: 15.6250 (13.7387)  acc5: 33.9844 (30.4096)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [14]  [ 880/1251]  eta: 0:02:57  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.6876 (5.4266)  acc1: 13.6719 (13.7153)  acc5: 29.6875 (30.3521)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [14]  [ 890/1251]  eta: 0:02:52  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.6196 (5.4253)  acc1: 13.2812 (13.7197)  acc5: 30.0781 (30.3657)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [14]  [ 900/1251]  eta: 0:02:48  lr: 2.998e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.4222 (5.4265)  acc1: 14.0625 (13.7161)  acc5: 31.6406 (30.3552)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [14]  [ 910/1251]  eta: 0:02:43  lr: 2.998e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.7754 (5.4277)  acc1: 11.7188 (13.7036)  acc5: 26.9531 (30.3247)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [14]  [ 920/1251]  eta: 0:02:38  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.6093 (5.4266)  acc1: 13.2812 (13.7109)  acc5: 30.8594 (30.3470)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [14]  [ 930/1251]  eta: 0:02:33  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.6093 (5.4273)  acc1: 13.6719 (13.7021)  acc5: 31.6406 (30.3467)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [14]  [ 940/1251]  eta: 0:02:28  lr: 2.998e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 5.7000 (5.4294)  acc1: 13.6719 (13.6922)  acc5: 28.9062 (30.3268)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [14]  [ 950/1251]  eta: 0:02:24  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.7000 (5.4288)  acc1: 14.0625 (13.7043)  acc5: 28.9062 (30.3517)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [14]  [ 960/1251]  eta: 0:02:19  lr: 2.998e-02  img/s: 5.05e+02  pen: 4.3e-02  loss: 5.0830 (5.4272)  acc1: 15.6250 (13.7166)  acc5: 33.9844 (30.3688)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [14]  [ 970/1251]  eta: 0:02:14  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.0336 (5.4261)  acc1: 15.6250 (13.7314)  acc5: 33.5938 (30.3899)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [14]  [ 980/1251]  eta: 0:02:09  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.2163 (5.4244)  acc1: 15.6250 (13.7408)  acc5: 34.3750 (30.4118)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [14]  [ 990/1251]  eta: 0:02:04  lr: 2.998e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 5.3645 (5.4268)  acc1: 14.0625 (13.7294)  acc5: 30.4688 (30.3805)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [14]  [1000/1251]  eta: 0:02:00  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.5458 (5.4263)  acc1: 13.6719 (13.7460)  acc5: 30.4688 (30.4048)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [14]  [1010/1251]  eta: 0:01:55  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.4419 (5.4272)  acc1: 16.4062 (13.7472)  acc5: 33.2031 (30.3953)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [14]  [1020/1251]  eta: 0:01:50  lr: 2.998e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 5.4889 (5.4284)  acc1: 15.2344 (13.7515)  acc5: 32.4219 (30.3884)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [14]  [1030/1251]  eta: 0:01:45  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.6886 (5.4278)  acc1: 12.8906 (13.7533)  acc5: 29.6875 (30.4002)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [14]  [1040/1251]  eta: 0:01:40  lr: 2.998e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.7362 (5.4296)  acc1: 12.8906 (13.7420)  acc5: 28.9062 (30.3719)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [14]  [1050/1251]  eta: 0:01:36  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.5972 (5.4297)  acc1: 14.0625 (13.7429)  acc5: 28.9062 (30.3651)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [14]  [1060/1251]  eta: 0:01:31  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.5814 (5.4316)  acc1: 10.5469 (13.7256)  acc5: 30.8594 (30.3366)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [14]  [1070/1251]  eta: 0:01:26  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 5.6927 (5.4310)  acc1: 10.5469 (13.7291)  acc5: 25.7812 (30.3509)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [14]  [1080/1251]  eta: 0:01:21  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.1425 (5.4300)  acc1: 15.6250 (13.7413)  acc5: 28.9062 (30.3665)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [14]  [1090/1251]  eta: 0:01:17  lr: 2.998e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 5.4295 (5.4291)  acc1: 14.8438 (13.7510)  acc5: 30.4688 (30.3774)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [14]  [1100/1251]  eta: 0:01:12  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.5263 (5.4316)  acc1: 12.8906 (13.7290)  acc5: 28.9062 (30.3332)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [14]  [1110/1251]  eta: 0:01:07  lr: 2.998e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.4202 (5.4292)  acc1: 13.2812 (13.7492)  acc5: 30.4688 (30.3598)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [14]  [1120/1251]  eta: 0:01:02  lr: 2.998e-02  img/s: 5.09e+02  pen: 4.2e-02  loss: 5.0636 (5.4291)  acc1: 16.7969 (13.7555)  acc5: 32.8125 (30.3677)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [14]  [1130/1251]  eta: 0:00:57  lr: 2.998e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 5.6793 (5.4315)  acc1: 12.8906 (13.7416)  acc5: 28.5156 (30.3423)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [14]  [1140/1251]  eta: 0:00:53  lr: 2.998e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 5.6788 (5.4320)  acc1: 13.2812 (13.7373)  acc5: 30.0781 (30.3387)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [14]  [1150/1251]  eta: 0:00:48  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.6702 (5.4326)  acc1: 13.2812 (13.7231)  acc5: 28.9062 (30.3089)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [14]  [1160/1251]  eta: 0:00:43  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.4995 (5.4321)  acc1: 13.6719 (13.7392)  acc5: 31.6406 (30.3352)  time: 0.4779  data: 0.0004  max mem: 42896
Epoch: [14]  [1170/1251]  eta: 0:00:38  lr: 2.998e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 5.1096 (5.4296)  acc1: 17.9688 (13.7746)  acc5: 34.7656 (30.3783)  time: 0.4774  data: 0.0004  max mem: 42896
Epoch: [14]  [1180/1251]  eta: 0:00:33  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.9334 (5.4264)  acc1: 18.3594 (13.8078)  acc5: 37.5000 (30.4294)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [14]  [1190/1251]  eta: 0:00:29  lr: 2.998e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.4229 (5.4278)  acc1: 15.2344 (13.8027)  acc5: 32.4219 (30.4222)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [14]  [1200/1251]  eta: 0:00:24  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.5762 (5.4276)  acc1: 13.6719 (13.8069)  acc5: 30.0781 (30.4252)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [14]  [1210/1251]  eta: 0:00:19  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.3951 (5.4277)  acc1: 14.0625 (13.8154)  acc5: 30.8594 (30.4252)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [14]  [1220/1251]  eta: 0:00:14  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.3951 (5.4283)  acc1: 16.0156 (13.8142)  acc5: 32.4219 (30.4246)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [14]  [1230/1251]  eta: 0:00:10  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.2946 (5.4270)  acc1: 16.0156 (13.8236)  acc5: 35.1562 (30.4548)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [14]  [1240/1251]  eta: 0:00:05  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.2946 (5.4269)  acc1: 16.4062 (13.8252)  acc5: 35.1562 (30.4606)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [14]  [1250/1251]  eta: 0:00:00  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.5497 (5.4282)  acc1: 15.2344 (13.8258)  acc5: 31.6406 (30.4553)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [14] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:54  loss: 4.4048 (4.4048)  acc1: 32.4219 (32.4219)  acc5: 55.8594 (55.8594)  time: 3.5568  data: 3.3095  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 18.820 Acc@5 40.752 Loss: 4.814
Test: EMA  [ 0/49]  eta: 0:02:48  loss: 5.4457 (5.4457)  acc1: 9.3750 (9.3750)  acc5: 29.2969 (29.2969)  time: 3.4471  data: 3.2007  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 7.560 Acc@5 20.420 Loss: 5.612
Epoch: [15]  [   0/1251]  eta: 1:12:54  lr: 2.998e-02  img/s: 4.82e+02  pen: 4.1e-02  loss: 5.2587 (5.2587)  acc1: 19.9219 (19.9219)  acc5: 41.4062 (41.4062)  time: 3.4969  data: 2.9658  max mem: 42896
Epoch: [15]  [  10/1251]  eta: 0:15:36  lr: 2.998e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.0101 (5.1521)  acc1: 17.9688 (16.5483)  acc5: 36.3281 (34.6591)  time: 0.7549  data: 0.2763  max mem: 42896
Epoch: [15]  [  20/1251]  eta: 0:12:44  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.9820 (5.2106)  acc1: 16.0156 (15.5692)  acc5: 34.3750 (33.4077)  time: 0.4775  data: 0.0038  max mem: 42896
Epoch: [15]  [  30/1251]  eta: 0:11:40  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.5620 (5.3550)  acc1: 14.0625 (14.3271)  acc5: 32.4219 (30.9980)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [15]  [  40/1251]  eta: 0:11:06  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.7266 (5.4424)  acc1: 9.7656 (13.6147)  acc5: 21.8750 (29.4970)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [15]  [  50/1251]  eta: 0:10:43  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.8178 (5.4759)  acc1: 8.9844 (13.2966)  acc5: 23.4375 (28.9292)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [15]  [  60/1251]  eta: 0:10:25  lr: 2.998e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 5.7055 (5.4660)  acc1: 12.8906 (13.4606)  acc5: 27.7344 (29.4506)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [15]  [  70/1251]  eta: 0:10:12  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.3901 (5.4574)  acc1: 14.8438 (13.6224)  acc5: 34.7656 (29.8801)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [15]  [  80/1251]  eta: 0:10:00  lr: 2.998e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.3777 (5.4469)  acc1: 14.8438 (13.7394)  acc5: 33.2031 (30.0781)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [15]  [  90/1251]  eta: 0:09:50  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.5336 (5.4516)  acc1: 12.8906 (13.6289)  acc5: 28.5156 (29.8764)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [15]  [ 100/1251]  eta: 0:09:44  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.3664 (5.4269)  acc1: 12.8906 (13.8459)  acc5: 32.8125 (30.1980)  time: 0.4840  data: 0.0004  max mem: 42896
Epoch: [15]  [ 110/1251]  eta: 0:09:35  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.8406 (5.4031)  acc1: 17.1875 (13.9921)  acc5: 35.5469 (30.5321)  time: 0.4841  data: 0.0004  max mem: 42896
Epoch: [15]  [ 120/1251]  eta: 0:09:27  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.1572 (5.4037)  acc1: 16.4062 (14.0205)  acc5: 35.5469 (30.6980)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [15]  [ 130/1251]  eta: 0:09:22  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.1014 (5.3899)  acc1: 16.7969 (14.1579)  acc5: 37.1094 (30.9608)  time: 0.4851  data: 0.0004  max mem: 42896
Epoch: [15]  [ 140/1251]  eta: 0:09:14  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.2462 (5.3917)  acc1: 16.0156 (14.1982)  acc5: 33.9844 (30.9730)  time: 0.4849  data: 0.0003  max mem: 42896
Epoch: [15]  [ 150/1251]  eta: 0:09:08  lr: 2.998e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.4240 (5.3986)  acc1: 15.2344 (14.1013)  acc5: 32.8125 (30.9266)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [15]  [ 160/1251]  eta: 0:09:01  lr: 2.998e-02  img/s: 5.07e+02  pen: 4.1e-02  loss: 5.2870 (5.3942)  acc1: 14.8438 (14.0868)  acc5: 32.8125 (31.0147)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [15]  [ 170/1251]  eta: 0:08:55  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.6797 (5.4072)  acc1: 13.2812 (13.9803)  acc5: 30.4688 (30.8068)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [15]  [ 180/1251]  eta: 0:08:49  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.4952 (5.3959)  acc1: 14.4531 (14.1553)  acc5: 33.5938 (31.1140)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [15]  [ 190/1251]  eta: 0:08:43  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.1984 (5.3917)  acc1: 16.4062 (14.2609)  acc5: 36.7188 (31.3584)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [15]  [ 200/1251]  eta: 0:08:37  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.4703 (5.3973)  acc1: 15.6250 (14.2374)  acc5: 35.1562 (31.3375)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [15]  [ 210/1251]  eta: 0:08:31  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.4831 (5.3890)  acc1: 16.0156 (14.3235)  acc5: 34.3750 (31.5536)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [15]  [ 220/1251]  eta: 0:08:25  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.1940 (5.3894)  acc1: 16.7969 (14.4054)  acc5: 35.9375 (31.6548)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [15]  [ 230/1251]  eta: 0:08:20  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.1940 (5.3790)  acc1: 17.1875 (14.4734)  acc5: 35.9375 (31.7489)  time: 0.4771  data: 0.0003  max mem: 42896
Epoch: [15]  [ 240/1251]  eta: 0:08:14  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 5.3199 (5.3762)  acc1: 16.4062 (14.5342)  acc5: 34.7656 (31.8708)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [15]  [ 250/1251]  eta: 0:08:09  lr: 2.998e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 5.3199 (5.3731)  acc1: 15.6250 (14.5434)  acc5: 33.5938 (31.9192)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [15]  [ 260/1251]  eta: 0:08:04  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.6403 (5.3823)  acc1: 12.5000 (14.4441)  acc5: 29.2969 (31.7813)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [15]  [ 270/1251]  eta: 0:07:58  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.6679 (5.3789)  acc1: 12.5000 (14.4070)  acc5: 28.1250 (31.7804)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [15]  [ 280/1251]  eta: 0:07:53  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.0698 (5.3737)  acc1: 14.4531 (14.4559)  acc5: 35.1562 (31.9089)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [15]  [ 290/1251]  eta: 0:07:48  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.3302 (5.3761)  acc1: 16.4062 (14.4692)  acc5: 36.3281 (31.9480)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [15]  [ 300/1251]  eta: 0:07:42  lr: 2.998e-02  img/s: 5.37e+02  pen: 4.3e-02  loss: 5.3516 (5.3737)  acc1: 15.6250 (14.5115)  acc5: 35.1562 (32.0066)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [15]  [ 310/1251]  eta: 0:07:37  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.5813 (5.3801)  acc1: 14.4531 (14.4745)  acc5: 32.0312 (31.9810)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [15]  [ 320/1251]  eta: 0:07:32  lr: 2.998e-02  img/s: 5.07e+02  pen: 4.4e-02  loss: 5.6373 (5.3815)  acc1: 12.8906 (14.4543)  acc5: 30.8594 (31.9217)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [15]  [ 330/1251]  eta: 0:07:27  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.6096 (5.3817)  acc1: 14.4531 (14.4602)  acc5: 30.8594 (31.9132)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [15]  [ 340/1251]  eta: 0:07:22  lr: 2.998e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.2553 (5.3808)  acc1: 15.2344 (14.4818)  acc5: 34.3750 (31.9121)  time: 0.4738  data: 0.0005  max mem: 42896
Epoch: [15]  [ 350/1251]  eta: 0:07:16  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.3531 (5.3800)  acc1: 16.4062 (14.5010)  acc5: 34.3750 (31.9066)  time: 0.4741  data: 0.0005  max mem: 42896
Epoch: [15]  [ 360/1251]  eta: 0:07:11  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.2759 (5.3762)  acc1: 16.4062 (14.5505)  acc5: 34.3750 (31.9858)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [15]  [ 370/1251]  eta: 0:07:06  lr: 2.998e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.3868 (5.3820)  acc1: 14.4531 (14.5142)  acc5: 32.8125 (31.9217)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [15]  [ 380/1251]  eta: 0:07:01  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.7484 (5.3881)  acc1: 12.8906 (14.4624)  acc5: 30.4688 (31.8098)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [15]  [ 390/1251]  eta: 0:06:57  lr: 2.998e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 5.5416 (5.3787)  acc1: 13.6719 (14.5201)  acc5: 32.4219 (31.8954)  time: 0.4855  data: 0.0004  max mem: 42896
Epoch: [15]  [ 400/1251]  eta: 0:06:52  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.2078 (5.3839)  acc1: 16.0156 (14.4697)  acc5: 35.1562 (31.7848)  time: 0.4859  data: 0.0004  max mem: 42896
Epoch: [15]  [ 410/1251]  eta: 0:06:47  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.5920 (5.3812)  acc1: 14.0625 (14.4731)  acc5: 30.4688 (31.7813)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [15]  [ 420/1251]  eta: 0:06:42  lr: 2.998e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.5920 (5.3868)  acc1: 13.6719 (14.4169)  acc5: 27.7344 (31.6815)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [15]  [ 430/1251]  eta: 0:06:37  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.7867 (5.3873)  acc1: 12.1094 (14.4142)  acc5: 24.2188 (31.6361)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [15]  [ 440/1251]  eta: 0:06:32  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.3131 (5.3861)  acc1: 13.6719 (14.4487)  acc5: 31.2500 (31.6814)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [15]  [ 450/1251]  eta: 0:06:27  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.3131 (5.3875)  acc1: 17.5781 (14.4549)  acc5: 34.3750 (31.6614)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [15]  [ 460/1251]  eta: 0:06:22  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.6209 (5.3897)  acc1: 13.6719 (14.4175)  acc5: 30.8594 (31.6033)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [15]  [ 470/1251]  eta: 0:06:17  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.6217 (5.3910)  acc1: 13.6719 (14.4108)  acc5: 30.8594 (31.5743)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [15]  [ 480/1251]  eta: 0:06:12  lr: 2.998e-02  img/s: 5.09e+02  pen: 4.5e-02  loss: 4.7649 (5.3809)  acc1: 18.3594 (14.4954)  acc5: 34.7656 (31.7153)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [15]  [ 490/1251]  eta: 0:06:07  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.9821 (5.3845)  acc1: 15.2344 (14.4738)  acc5: 36.3281 (31.6892)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [15]  [ 500/1251]  eta: 0:06:02  lr: 2.998e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 5.5037 (5.3830)  acc1: 13.6719 (14.4687)  acc5: 31.6406 (31.6890)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [15]  [ 510/1251]  eta: 0:05:57  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.4883 (5.3861)  acc1: 13.2812 (14.4241)  acc5: 31.6406 (31.6154)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [15]  [ 520/1251]  eta: 0:05:52  lr: 2.998e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 5.4230 (5.3840)  acc1: 14.0625 (14.4411)  acc5: 33.5938 (31.6789)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [15]  [ 530/1251]  eta: 0:05:47  lr: 2.998e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.9970 (5.3795)  acc1: 17.1875 (14.4980)  acc5: 35.9375 (31.7627)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [15]  [ 540/1251]  eta: 0:05:42  lr: 2.998e-02  img/s: 5.42e+02  pen: 5.2e-02  loss: 5.1552 (5.3816)  acc1: 16.7969 (14.4748)  acc5: 32.0312 (31.7294)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [15]  [ 550/1251]  eta: 0:05:37  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 5.1517 (5.3752)  acc1: 16.4062 (14.5205)  acc5: 35.5469 (31.8101)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [15]  [ 560/1251]  eta: 0:05:32  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.8476 (5.3717)  acc1: 17.5781 (14.5548)  acc5: 36.3281 (31.8600)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [15]  [ 570/1251]  eta: 0:05:27  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.9818 (5.3707)  acc1: 17.5781 (14.5742)  acc5: 35.5469 (31.8807)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [15]  [ 580/1251]  eta: 0:05:23  lr: 2.998e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.9976 (5.3664)  acc1: 17.9688 (14.6299)  acc5: 36.7188 (31.9378)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [15]  [ 590/1251]  eta: 0:05:18  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.2134 (5.3702)  acc1: 17.1875 (14.6078)  acc5: 35.9375 (31.9050)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [15]  [ 600/1251]  eta: 0:05:13  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.6213 (5.3712)  acc1: 13.2812 (14.5961)  acc5: 29.6875 (31.8831)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [15]  [ 610/1251]  eta: 0:05:08  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.7035 (5.3730)  acc1: 12.8906 (14.5714)  acc5: 29.6875 (31.8427)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [15]  [ 620/1251]  eta: 0:05:03  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.3363 (5.3708)  acc1: 15.6250 (14.5965)  acc5: 33.9844 (31.8759)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [15]  [ 630/1251]  eta: 0:04:58  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.0167 (5.3685)  acc1: 17.1875 (14.6333)  acc5: 34.3750 (31.9254)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [15]  [ 640/1251]  eta: 0:04:53  lr: 2.998e-02  img/s: 5.07e+02  pen: 4.0e-02  loss: 4.8293 (5.3648)  acc1: 17.9688 (14.6567)  acc5: 37.1094 (31.9539)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [15]  [ 650/1251]  eta: 0:04:48  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 5.0463 (5.3650)  acc1: 17.9688 (14.6625)  acc5: 37.5000 (31.9670)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [15]  [ 660/1251]  eta: 0:04:44  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 5.2026 (5.3643)  acc1: 14.8438 (14.6411)  acc5: 30.8594 (31.9538)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [15]  [ 670/1251]  eta: 0:04:39  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.1705 (5.3600)  acc1: 15.2344 (14.6586)  acc5: 33.5938 (32.0161)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [15]  [ 680/1251]  eta: 0:04:34  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.4898 (5.3617)  acc1: 13.2812 (14.6459)  acc5: 33.5938 (31.9900)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [15]  [ 690/1251]  eta: 0:04:29  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.5220 (5.3610)  acc1: 13.6719 (14.6583)  acc5: 30.0781 (31.9900)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [15]  [ 700/1251]  eta: 0:04:24  lr: 2.998e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.4980 (5.3641)  acc1: 13.2812 (14.6320)  acc5: 29.2969 (31.9449)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [15]  [ 710/1251]  eta: 0:04:19  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.4079 (5.3615)  acc1: 14.8438 (14.6668)  acc5: 31.6406 (31.9752)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [15]  [ 720/1251]  eta: 0:04:15  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.5592 (5.3665)  acc1: 13.6719 (14.6227)  acc5: 30.0781 (31.8936)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [15]  [ 730/1251]  eta: 0:04:10  lr: 2.998e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.6718 (5.3675)  acc1: 12.1094 (14.6188)  acc5: 30.0781 (31.9051)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [15]  [ 740/1251]  eta: 0:04:05  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.4480 (5.3664)  acc1: 15.2344 (14.6429)  acc5: 34.7656 (31.9395)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [15]  [ 750/1251]  eta: 0:04:00  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.2823 (5.3653)  acc1: 16.4062 (14.6549)  acc5: 35.1562 (31.9626)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [15]  [ 760/1251]  eta: 0:03:55  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.2823 (5.3660)  acc1: 16.4062 (14.6466)  acc5: 35.1562 (31.9589)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [15]  [ 770/1251]  eta: 0:03:50  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 5.4780 (5.3658)  acc1: 16.0156 (14.6517)  acc5: 30.8594 (31.9765)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [15]  [ 780/1251]  eta: 0:03:45  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 5.4780 (5.3663)  acc1: 15.6250 (14.6337)  acc5: 30.8594 (31.9502)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [15]  [ 790/1251]  eta: 0:03:41  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.1092 (5.3643)  acc1: 15.6250 (14.6571)  acc5: 35.1562 (31.9853)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [15]  [ 800/1251]  eta: 0:03:36  lr: 2.998e-02  img/s: 5.09e+02  pen: 4.4e-02  loss: 4.8322 (5.3611)  acc1: 17.5781 (14.6760)  acc5: 35.9375 (32.0078)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [15]  [ 810/1251]  eta: 0:03:31  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.2390 (5.3631)  acc1: 15.2344 (14.6395)  acc5: 33.9844 (31.9691)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [15]  [ 820/1251]  eta: 0:03:26  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.7608 (5.3649)  acc1: 11.7188 (14.6263)  acc5: 27.7344 (31.9389)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [15]  [ 830/1251]  eta: 0:03:21  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.8317 (5.3700)  acc1: 10.5469 (14.5857)  acc5: 26.5625 (31.8522)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [15]  [ 840/1251]  eta: 0:03:17  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.7190 (5.3713)  acc1: 12.1094 (14.5850)  acc5: 27.7344 (31.8455)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [15]  [ 850/1251]  eta: 0:03:12  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.5844 (5.3720)  acc1: 14.8438 (14.5803)  acc5: 32.8125 (31.8210)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [15]  [ 860/1251]  eta: 0:03:07  lr: 2.998e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.5826 (5.3734)  acc1: 13.6719 (14.5638)  acc5: 32.4219 (31.7953)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [15]  [ 870/1251]  eta: 0:03:02  lr: 2.998e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 5.5493 (5.3733)  acc1: 15.2344 (14.5805)  acc5: 32.4219 (31.8173)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [15]  [ 880/1251]  eta: 0:02:57  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 5.4217 (5.3732)  acc1: 16.7969 (14.5777)  acc5: 33.9844 (31.8007)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [15]  [ 890/1251]  eta: 0:02:52  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.4217 (5.3733)  acc1: 14.4531 (14.5829)  acc5: 34.7656 (31.8033)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [15]  [ 900/1251]  eta: 0:02:48  lr: 2.998e-02  img/s: 5.43e+02  pen: 4.2e-02  loss: 5.2053 (5.3728)  acc1: 16.0156 (14.5819)  acc5: 34.7656 (31.8075)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [15]  [ 910/1251]  eta: 0:02:43  lr: 2.998e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.4048 (5.3749)  acc1: 16.0156 (14.5710)  acc5: 33.9844 (31.7898)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [15]  [ 920/1251]  eta: 0:02:38  lr: 2.998e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.5516 (5.3750)  acc1: 14.4531 (14.5990)  acc5: 31.2500 (31.8111)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [15]  [ 930/1251]  eta: 0:02:33  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.2273 (5.3718)  acc1: 17.5781 (14.6327)  acc5: 33.9844 (31.8634)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [15]  [ 940/1251]  eta: 0:02:28  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.1498 (5.3722)  acc1: 15.6250 (14.6100)  acc5: 36.7188 (31.8444)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [15]  [ 950/1251]  eta: 0:02:24  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.4475 (5.3734)  acc1: 15.6250 (14.6170)  acc5: 35.5469 (31.8575)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [15]  [ 960/1251]  eta: 0:02:19  lr: 2.998e-02  img/s: 5.09e+02  pen: 4.1e-02  loss: 5.6089 (5.3756)  acc1: 14.4531 (14.6100)  acc5: 30.8594 (31.8321)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [15]  [ 970/1251]  eta: 0:02:14  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.6089 (5.3728)  acc1: 16.0156 (14.6474)  acc5: 31.6406 (31.8824)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [15]  [ 980/1251]  eta: 0:02:09  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.2733 (5.3740)  acc1: 16.7969 (14.6435)  acc5: 36.3281 (31.8831)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [15]  [ 990/1251]  eta: 0:02:04  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.4094 (5.3734)  acc1: 16.0156 (14.6593)  acc5: 35.5469 (31.8917)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [15]  [1000/1251]  eta: 0:02:00  lr: 2.998e-02  img/s: 5.38e+02  pen: 3.6e-02  loss: 5.4094 (5.3743)  acc1: 15.2344 (14.6443)  acc5: 33.5938 (31.8584)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [15]  [1010/1251]  eta: 0:01:55  lr: 2.998e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.3265 (5.3720)  acc1: 16.7969 (14.6745)  acc5: 33.9844 (31.9057)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [15]  [1020/1251]  eta: 0:01:50  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.8861 (5.3703)  acc1: 17.5781 (14.6965)  acc5: 39.0625 (31.9410)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [15]  [1030/1251]  eta: 0:01:45  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.3263 (5.3714)  acc1: 15.2344 (14.6949)  acc5: 35.1562 (31.9411)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [15]  [1040/1251]  eta: 0:01:40  lr: 2.998e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 5.1109 (5.3677)  acc1: 15.6250 (14.7252)  acc5: 35.1562 (32.0136)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [15]  [1050/1251]  eta: 0:01:36  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.1119 (5.3686)  acc1: 16.0156 (14.7401)  acc5: 35.9375 (32.0290)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [15]  [1060/1251]  eta: 0:01:31  lr: 2.998e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 5.6303 (5.3719)  acc1: 12.8906 (14.7097)  acc5: 29.2969 (31.9775)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [15]  [1070/1251]  eta: 0:01:26  lr: 2.998e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 5.6211 (5.3701)  acc1: 14.0625 (14.7285)  acc5: 28.9062 (31.9992)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [15]  [1080/1251]  eta: 0:01:21  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.5972 (5.3727)  acc1: 13.2812 (14.7035)  acc5: 29.6875 (31.9550)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [15]  [1090/1251]  eta: 0:01:17  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 5.2202 (5.3695)  acc1: 13.2812 (14.7274)  acc5: 29.6875 (31.9908)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [15]  [1100/1251]  eta: 0:01:12  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.9506 (5.3681)  acc1: 17.1875 (14.7362)  acc5: 37.1094 (31.9929)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [15]  [1110/1251]  eta: 0:01:07  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.2016 (5.3671)  acc1: 16.7969 (14.7435)  acc5: 36.3281 (32.0200)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [15]  [1120/1251]  eta: 0:01:02  lr: 2.998e-02  img/s: 4.98e+02  pen: 4.1e-02  loss: 5.2134 (5.3665)  acc1: 16.0156 (14.7559)  acc5: 36.3281 (32.0396)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [15]  [1130/1251]  eta: 0:00:57  lr: 2.998e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 5.5126 (5.3679)  acc1: 14.4531 (14.7540)  acc5: 33.5938 (32.0261)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [15]  [1140/1251]  eta: 0:00:53  lr: 2.998e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 5.4146 (5.3669)  acc1: 14.0625 (14.7623)  acc5: 32.8125 (32.0354)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [15]  [1150/1251]  eta: 0:00:48  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.9840 (5.3665)  acc1: 16.7969 (14.7616)  acc5: 34.7656 (32.0319)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [15]  [1160/1251]  eta: 0:00:43  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.0549 (5.3659)  acc1: 16.7969 (14.7812)  acc5: 34.7656 (32.0494)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [15]  [1170/1251]  eta: 0:00:38  lr: 2.998e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.9559 (5.3638)  acc1: 17.9688 (14.7994)  acc5: 38.2812 (32.0860)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [15]  [1180/1251]  eta: 0:00:33  lr: 2.998e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.7541 (5.3617)  acc1: 17.9688 (14.8199)  acc5: 39.4531 (32.1136)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [15]  [1190/1251]  eta: 0:00:29  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.8531 (5.3596)  acc1: 17.5781 (14.8388)  acc5: 37.8906 (32.1510)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [15]  [1200/1251]  eta: 0:00:24  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.2389 (5.3583)  acc1: 17.5781 (14.8626)  acc5: 37.1094 (32.1848)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [15]  [1210/1251]  eta: 0:00:19  lr: 2.998e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.3681 (5.3594)  acc1: 16.0156 (14.8634)  acc5: 33.9844 (32.1783)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [15]  [1220/1251]  eta: 0:00:14  lr: 2.998e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.6533 (5.3604)  acc1: 11.3281 (14.8511)  acc5: 29.6875 (32.1647)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [15]  [1230/1251]  eta: 0:00:10  lr: 2.998e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.3214 (5.3597)  acc1: 16.4062 (14.8710)  acc5: 34.3750 (32.1852)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [15]  [1240/1251]  eta: 0:00:05  lr: 2.998e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 5.3117 (5.3597)  acc1: 16.0156 (14.8664)  acc5: 34.7656 (32.1789)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [15]  [1250/1251]  eta: 0:00:00  lr: 2.998e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 5.0717 (5.3586)  acc1: 16.0156 (14.8744)  acc5: 35.5469 (32.1921)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [15] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:52  loss: 3.9415 (3.9415)  acc1: 35.5469 (35.5469)  acc5: 61.7188 (61.7188)  time: 3.5108  data: 3.2632  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 22.992 Acc@5 46.430 Loss: 4.580
Test: EMA  [ 0/49]  eta: 0:02:07  loss: 5.5148 (5.5148)  acc1: 7.0312 (7.0312)  acc5: 27.7344 (27.7344)  time: 2.6064  data: 2.3539  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 7.270 Acc@5 19.752 Loss: 5.662
Epoch: [16]  [   0/1251]  eta: 1:32:58  lr: 2.997e-02  img/s: 4.93e+02  pen: 4.5e-02  loss: 4.6374 (4.6374)  acc1: 23.0469 (23.0469)  acc5: 41.0156 (41.0156)  time: 4.4593  data: 3.9396  max mem: 42896
Epoch: [16]  [  10/1251]  eta: 0:17:16  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.7054 (5.5106)  acc1: 15.2344 (14.9503)  acc5: 33.9844 (32.2088)  time: 0.8355  data: 0.3584  max mem: 42896
Epoch: [16]  [  20/1251]  eta: 0:13:36  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.7336 (5.4926)  acc1: 14.0625 (14.1555)  acc5: 29.6875 (30.4874)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [16]  [  30/1251]  eta: 0:12:14  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.2815 (5.4379)  acc1: 10.5469 (14.4531)  acc5: 24.2188 (30.7334)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [16]  [  40/1251]  eta: 0:11:31  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 5.2815 (5.3875)  acc1: 16.7969 (15.3582)  acc5: 34.3750 (31.8788)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [16]  [  50/1251]  eta: 0:11:03  lr: 2.997e-02  img/s: 5.43e+02  pen: 4.4e-02  loss: 5.4313 (5.3515)  acc1: 17.1875 (15.4642)  acc5: 34.3750 (32.5674)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [16]  [  60/1251]  eta: 0:10:42  lr: 2.997e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 5.1210 (5.3295)  acc1: 17.1875 (15.6954)  acc5: 36.3281 (33.1775)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [16]  [  70/1251]  eta: 0:10:26  lr: 2.997e-02  img/s: 5.43e+02  pen: 3.9e-02  loss: 5.2415 (5.3313)  acc1: 17.1875 (15.5975)  acc5: 36.3281 (33.1756)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [16]  [  80/1251]  eta: 0:10:12  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 5.1637 (5.3186)  acc1: 17.1875 (15.7552)  acc5: 32.8125 (33.3092)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [16]  [  90/1251]  eta: 0:10:01  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.1596 (5.3319)  acc1: 14.8438 (15.7023)  acc5: 32.8125 (33.0572)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [16]  [ 100/1251]  eta: 0:09:51  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.6761 (5.3290)  acc1: 14.8438 (15.7642)  acc5: 28.5156 (33.0446)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [16]  [ 110/1251]  eta: 0:09:42  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.6761 (5.3416)  acc1: 13.6719 (15.6461)  acc5: 28.5156 (32.7245)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [16]  [ 120/1251]  eta: 0:09:33  lr: 2.997e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 5.4650 (5.3512)  acc1: 15.2344 (15.6347)  acc5: 32.8125 (32.7221)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [16]  [ 130/1251]  eta: 0:09:25  lr: 2.997e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 5.3429 (5.3410)  acc1: 16.4062 (15.7234)  acc5: 35.1562 (32.9914)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [16]  [ 140/1251]  eta: 0:09:18  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 5.0549 (5.3238)  acc1: 17.1875 (15.8217)  acc5: 37.8906 (33.2502)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [16]  [ 150/1251]  eta: 0:09:11  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.3808 (5.3423)  acc1: 13.2812 (15.6276)  acc5: 30.8594 (32.9522)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [16]  [ 160/1251]  eta: 0:09:04  lr: 2.997e-02  img/s: 5.09e+02  pen: 4.6e-02  loss: 5.3467 (5.3294)  acc1: 13.2812 (15.6832)  acc5: 31.6406 (33.1328)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [16]  [ 170/1251]  eta: 0:08:57  lr: 2.997e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.4025 (5.3433)  acc1: 14.8438 (15.5747)  acc5: 33.2031 (32.9404)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [16]  [ 180/1251]  eta: 0:08:51  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 5.4715 (5.3292)  acc1: 16.0156 (15.7027)  acc5: 33.5938 (33.2031)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [16]  [ 190/1251]  eta: 0:08:45  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.2028 (5.3314)  acc1: 17.1875 (15.6782)  acc5: 36.3281 (33.1581)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [16]  [ 200/1251]  eta: 0:08:39  lr: 2.997e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 5.5037 (5.3311)  acc1: 16.4062 (15.7125)  acc5: 33.9844 (33.2537)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [16]  [ 210/1251]  eta: 0:08:33  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.5670 (5.3358)  acc1: 16.0156 (15.6991)  acc5: 32.8125 (33.2179)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [16]  [ 220/1251]  eta: 0:08:27  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.2856 (5.3284)  acc1: 16.0156 (15.7169)  acc5: 34.7656 (33.2685)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [16]  [ 230/1251]  eta: 0:08:22  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.0473 (5.3249)  acc1: 16.4062 (15.7721)  acc5: 35.9375 (33.3350)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [16]  [ 240/1251]  eta: 0:08:16  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 5.1536 (5.3208)  acc1: 15.6250 (15.7984)  acc5: 35.9375 (33.3620)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [16]  [ 250/1251]  eta: 0:08:10  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 5.1175 (5.3168)  acc1: 15.6250 (15.8055)  acc5: 35.1562 (33.4163)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [16]  [ 260/1251]  eta: 0:08:05  lr: 2.997e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.9913 (5.3145)  acc1: 17.1875 (15.7821)  acc5: 37.5000 (33.3932)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [16]  [ 270/1251]  eta: 0:07:59  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.9788 (5.3121)  acc1: 17.9688 (15.7821)  acc5: 37.5000 (33.3847)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [16]  [ 280/1251]  eta: 0:07:54  lr: 2.997e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.4873 (5.3192)  acc1: 14.8438 (15.7098)  acc5: 33.2031 (33.2949)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [16]  [ 290/1251]  eta: 0:07:49  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.6187 (5.3224)  acc1: 14.4531 (15.6814)  acc5: 33.5938 (33.2300)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [16]  [ 300/1251]  eta: 0:07:43  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.3411 (5.3216)  acc1: 14.4531 (15.6548)  acc5: 35.1562 (33.2408)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [16]  [ 310/1251]  eta: 0:07:38  lr: 2.997e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.4795 (5.3274)  acc1: 14.4531 (15.6062)  acc5: 34.3750 (33.1592)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [16]  [ 320/1251]  eta: 0:07:33  lr: 2.997e-02  img/s: 5.09e+02  pen: 4.4e-02  loss: 5.7003 (5.3293)  acc1: 13.2812 (15.5678)  acc5: 32.4219 (33.1143)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [16]  [ 330/1251]  eta: 0:07:28  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.4311 (5.3290)  acc1: 15.6250 (15.5754)  acc5: 32.4219 (33.1406)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [16]  [ 340/1251]  eta: 0:07:22  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.3008 (5.3273)  acc1: 16.7969 (15.6055)  acc5: 33.9844 (33.1928)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [16]  [ 350/1251]  eta: 0:07:17  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.3008 (5.3236)  acc1: 17.5781 (15.6606)  acc5: 35.5469 (33.2699)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [16]  [ 360/1251]  eta: 0:07:12  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.4225 (5.3262)  acc1: 15.6250 (15.6391)  acc5: 32.4219 (33.2215)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [16]  [ 370/1251]  eta: 0:07:07  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.5470 (5.3258)  acc1: 14.4531 (15.6355)  acc5: 30.4688 (33.2221)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [16]  [ 380/1251]  eta: 0:07:02  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.2776 (5.3261)  acc1: 13.6719 (15.6168)  acc5: 34.7656 (33.1918)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [16]  [ 390/1251]  eta: 0:06:57  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.0335 (5.3244)  acc1: 17.1875 (15.6320)  acc5: 35.9375 (33.2061)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [16]  [ 400/1251]  eta: 0:06:52  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.2810 (5.3288)  acc1: 16.4062 (15.6016)  acc5: 35.9375 (33.1797)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [16]  [ 410/1251]  eta: 0:06:47  lr: 2.997e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.7373 (5.3389)  acc1: 12.1094 (15.5186)  acc5: 27.7344 (33.0282)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [16]  [ 420/1251]  eta: 0:06:42  lr: 2.997e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.7212 (5.3400)  acc1: 12.1094 (15.4840)  acc5: 25.3906 (32.9897)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [16]  [ 430/1251]  eta: 0:06:37  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.2776 (5.3365)  acc1: 15.2344 (15.5045)  acc5: 33.9844 (33.0563)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [16]  [ 440/1251]  eta: 0:06:32  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.4075 (5.3403)  acc1: 13.2812 (15.4470)  acc5: 33.9844 (32.9533)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [16]  [ 450/1251]  eta: 0:06:27  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.6333 (5.3403)  acc1: 14.4531 (15.4388)  acc5: 30.4688 (32.9381)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [16]  [ 460/1251]  eta: 0:06:22  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.3228 (5.3369)  acc1: 17.5781 (15.4818)  acc5: 38.2812 (33.0159)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [16]  [ 470/1251]  eta: 0:06:17  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.8660 (5.3357)  acc1: 17.5781 (15.4666)  acc5: 38.6719 (33.0124)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [16]  [ 480/1251]  eta: 0:06:12  lr: 2.997e-02  img/s: 5.07e+02  pen: 4.1e-02  loss: 5.0821 (5.3345)  acc1: 17.5781 (15.4756)  acc5: 38.2812 (33.0480)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [16]  [ 490/1251]  eta: 0:06:07  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.4058 (5.3376)  acc1: 16.0156 (15.4245)  acc5: 35.5469 (32.9645)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [16]  [ 500/1251]  eta: 0:06:02  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.3183 (5.3350)  acc1: 13.2812 (15.4433)  acc5: 31.2500 (32.9801)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [16]  [ 510/1251]  eta: 0:05:57  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.5785 (5.3409)  acc1: 13.6719 (15.4110)  acc5: 31.2500 (32.9088)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [16]  [ 520/1251]  eta: 0:05:52  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.5417 (5.3379)  acc1: 14.4531 (15.4398)  acc5: 31.6406 (32.9565)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [16]  [ 530/1251]  eta: 0:05:47  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.5417 (5.3422)  acc1: 14.0625 (15.3822)  acc5: 33.9844 (32.8809)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [16]  [ 540/1251]  eta: 0:05:42  lr: 2.997e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 5.6197 (5.3434)  acc1: 14.0625 (15.3730)  acc5: 28.1250 (32.8854)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [16]  [ 550/1251]  eta: 0:05:37  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.1030 (5.3405)  acc1: 15.6250 (15.3776)  acc5: 32.8125 (32.9025)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [16]  [ 560/1251]  eta: 0:05:33  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.0180 (5.3407)  acc1: 15.2344 (15.3702)  acc5: 32.8125 (32.8759)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [16]  [ 570/1251]  eta: 0:05:28  lr: 2.997e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 5.4568 (5.3417)  acc1: 13.2812 (15.3500)  acc5: 31.2500 (32.8303)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [16]  [ 580/1251]  eta: 0:05:23  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.8390 (5.3328)  acc1: 18.3594 (15.4233)  acc5: 39.8438 (32.9584)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [16]  [ 590/1251]  eta: 0:05:18  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.8390 (5.3336)  acc1: 17.5781 (15.4082)  acc5: 39.4531 (32.9295)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [16]  [ 600/1251]  eta: 0:05:13  lr: 2.997e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.2141 (5.3323)  acc1: 16.7969 (15.4346)  acc5: 33.9844 (32.9477)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [16]  [ 610/1251]  eta: 0:05:08  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 5.1237 (5.3292)  acc1: 17.1875 (15.4716)  acc5: 36.3281 (32.9960)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [16]  [ 620/1251]  eta: 0:05:03  lr: 2.997e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.3526 (5.3309)  acc1: 16.0156 (15.4759)  acc5: 35.1562 (32.9949)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [16]  [ 630/1251]  eta: 0:04:58  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.4257 (5.3300)  acc1: 15.6250 (15.4981)  acc5: 34.3750 (33.0422)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [16]  [ 640/1251]  eta: 0:04:53  lr: 2.997e-02  img/s: 5.08e+02  pen: 4.4e-02  loss: 5.4139 (5.3306)  acc1: 16.7969 (15.5037)  acc5: 33.9844 (33.0581)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [16]  [ 650/1251]  eta: 0:04:49  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.2848 (5.3271)  acc1: 16.7969 (15.5404)  acc5: 35.5469 (33.1305)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [16]  [ 660/1251]  eta: 0:04:44  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.2848 (5.3284)  acc1: 16.0156 (15.5334)  acc5: 37.5000 (33.1322)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [16]  [ 670/1251]  eta: 0:04:39  lr: 2.997e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.5273 (5.3316)  acc1: 13.6719 (15.5214)  acc5: 31.6406 (33.1135)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [16]  [ 680/1251]  eta: 0:04:34  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.4555 (5.3330)  acc1: 13.6719 (15.5246)  acc5: 29.6875 (33.1050)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [16]  [ 690/1251]  eta: 0:04:29  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.4853 (5.3338)  acc1: 16.7969 (15.5063)  acc5: 32.8125 (33.0918)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [16]  [ 700/1251]  eta: 0:04:24  lr: 2.997e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 5.4853 (5.3357)  acc1: 17.1875 (15.4762)  acc5: 34.7656 (33.0571)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [16]  [ 710/1251]  eta: 0:04:19  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.4169 (5.3364)  acc1: 13.6719 (15.4679)  acc5: 32.0312 (33.0531)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [16]  [ 720/1251]  eta: 0:04:15  lr: 2.997e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.4146 (5.3354)  acc1: 16.7969 (15.5015)  acc5: 35.1562 (33.0980)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [16]  [ 730/1251]  eta: 0:04:10  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.2595 (5.3353)  acc1: 18.3594 (15.5101)  acc5: 36.3281 (33.1037)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [16]  [ 740/1251]  eta: 0:04:05  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.2644 (5.3351)  acc1: 17.9688 (15.5370)  acc5: 38.2812 (33.1536)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [16]  [ 750/1251]  eta: 0:04:00  lr: 2.997e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 5.5465 (5.3404)  acc1: 16.0156 (15.4752)  acc5: 28.9062 (33.0476)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [16]  [ 760/1251]  eta: 0:03:55  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.3279 (5.3362)  acc1: 16.0156 (15.5121)  acc5: 35.5469 (33.1220)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [16]  [ 770/1251]  eta: 0:03:50  lr: 2.997e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.8737 (5.3312)  acc1: 17.9688 (15.5475)  acc5: 39.4531 (33.1940)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [16]  [ 780/1251]  eta: 0:03:46  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.1052 (5.3309)  acc1: 16.7969 (15.5585)  acc5: 37.8906 (33.2101)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [16]  [ 790/1251]  eta: 0:03:41  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.3417 (5.3325)  acc1: 15.2344 (15.5435)  acc5: 32.8125 (33.1972)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [16]  [ 800/1251]  eta: 0:03:36  lr: 2.997e-02  img/s: 4.95e+02  pen: 4.2e-02  loss: 5.2819 (5.3302)  acc1: 17.1875 (15.5577)  acc5: 33.2031 (33.2217)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [16]  [ 810/1251]  eta: 0:03:31  lr: 2.997e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.8647 (5.3274)  acc1: 18.3594 (15.5711)  acc5: 38.6719 (33.2397)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [16]  [ 820/1251]  eta: 0:03:26  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.1354 (5.3281)  acc1: 16.7969 (15.5755)  acc5: 33.9844 (33.2383)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [16]  [ 830/1251]  eta: 0:03:21  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 5.4407 (5.3275)  acc1: 16.0156 (15.5879)  acc5: 34.7656 (33.2614)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [16]  [ 840/1251]  eta: 0:03:17  lr: 2.997e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 5.4338 (5.3281)  acc1: 16.0156 (15.5869)  acc5: 35.5469 (33.2867)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [16]  [ 850/1251]  eta: 0:03:12  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.4333 (5.3271)  acc1: 15.2344 (15.5952)  acc5: 34.3750 (33.3027)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [16]  [ 860/1251]  eta: 0:03:07  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 5.1470 (5.3253)  acc1: 18.3594 (15.6059)  acc5: 37.1094 (33.3224)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [16]  [ 870/1251]  eta: 0:03:02  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.2547 (5.3248)  acc1: 16.7969 (15.5958)  acc5: 36.3281 (33.3072)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [16]  [ 880/1251]  eta: 0:02:57  lr: 2.997e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 5.3117 (5.3230)  acc1: 17.9688 (15.6166)  acc5: 36.7188 (33.3370)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [16]  [ 890/1251]  eta: 0:02:53  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.3088 (5.3223)  acc1: 17.9688 (15.6268)  acc5: 36.7188 (33.3439)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [16]  [ 900/1251]  eta: 0:02:48  lr: 2.997e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.6159 (5.3241)  acc1: 16.0156 (15.6198)  acc5: 32.8125 (33.3423)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [16]  [ 910/1251]  eta: 0:02:43  lr: 2.997e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.7755 (5.3281)  acc1: 14.4531 (15.5808)  acc5: 30.4688 (33.2692)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [16]  [ 920/1251]  eta: 0:02:38  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.6606 (5.3295)  acc1: 14.4531 (15.5779)  acc5: 30.0781 (33.2578)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [16]  [ 930/1251]  eta: 0:02:33  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.5874 (5.3308)  acc1: 14.0625 (15.5600)  acc5: 29.2969 (33.2270)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [16]  [ 940/1251]  eta: 0:02:29  lr: 2.997e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 5.5434 (5.3295)  acc1: 14.0625 (15.5719)  acc5: 28.9062 (33.2554)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [16]  [ 950/1251]  eta: 0:02:24  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.5434 (5.3326)  acc1: 15.2344 (15.5560)  acc5: 33.5938 (33.2393)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [16]  [ 960/1251]  eta: 0:02:19  lr: 2.997e-02  img/s: 5.09e+02  pen: 4.4e-02  loss: 5.3779 (5.3327)  acc1: 15.2344 (15.5604)  acc5: 33.5938 (33.2442)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [16]  [ 970/1251]  eta: 0:02:14  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 5.3524 (5.3325)  acc1: 17.1875 (15.5590)  acc5: 36.3281 (33.2317)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [16]  [ 980/1251]  eta: 0:02:09  lr: 2.997e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.7054 (5.3352)  acc1: 13.6719 (15.5406)  acc5: 30.4688 (33.1884)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [16]  [ 990/1251]  eta: 0:02:05  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.6104 (5.3364)  acc1: 13.2812 (15.5174)  acc5: 30.4688 (33.1499)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [16]  [1000/1251]  eta: 0:02:00  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.2292 (5.3350)  acc1: 15.6250 (15.5341)  acc5: 36.3281 (33.1641)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [16]  [1010/1251]  eta: 0:01:55  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.1731 (5.3356)  acc1: 16.0156 (15.5361)  acc5: 36.3281 (33.1653)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [16]  [1020/1251]  eta: 0:01:50  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.6499 (5.3385)  acc1: 14.8438 (15.5186)  acc5: 30.8594 (33.1320)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [16]  [1030/1251]  eta: 0:01:45  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 5.5084 (5.3370)  acc1: 16.7969 (15.5329)  acc5: 32.4219 (33.1607)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [16]  [1040/1251]  eta: 0:01:41  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.3729 (5.3358)  acc1: 17.9688 (15.5526)  acc5: 37.5000 (33.1776)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [16]  [1050/1251]  eta: 0:01:36  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.7430 (5.3331)  acc1: 17.9688 (15.5826)  acc5: 37.8906 (33.2120)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [16]  [1060/1251]  eta: 0:01:31  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.7366 (5.3310)  acc1: 18.3594 (15.6048)  acc5: 40.2344 (33.2473)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [16]  [1070/1251]  eta: 0:01:26  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.1049 (5.3311)  acc1: 17.5781 (15.6053)  acc5: 35.9375 (33.2432)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [16]  [1080/1251]  eta: 0:01:21  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.3627 (5.3297)  acc1: 14.8438 (15.6189)  acc5: 34.7656 (33.2534)  time: 0.4734  data: 0.0004  max mem: 42896
Epoch: [16]  [1090/1251]  eta: 0:01:17  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.8593 (5.3279)  acc1: 17.5781 (15.6293)  acc5: 39.0625 (33.2776)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [16]  [1100/1251]  eta: 0:01:12  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.9642 (5.3264)  acc1: 17.9688 (15.6477)  acc5: 39.0625 (33.2989)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [16]  [1110/1251]  eta: 0:01:07  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 5.0634 (5.3258)  acc1: 17.9688 (15.6500)  acc5: 37.1094 (33.3146)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [16]  [1120/1251]  eta: 0:01:02  lr: 2.997e-02  img/s: 5.10e+02  pen: 4.1e-02  loss: 5.2556 (5.3256)  acc1: 16.7969 (15.6585)  acc5: 37.1094 (33.3167)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [16]  [1130/1251]  eta: 0:00:57  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.5343 (5.3267)  acc1: 15.2344 (15.6523)  acc5: 32.0312 (33.2995)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [16]  [1140/1251]  eta: 0:00:53  lr: 2.997e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.5575 (5.3279)  acc1: 14.0625 (15.6431)  acc5: 31.6406 (33.2788)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [16]  [1150/1251]  eta: 0:00:48  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.3153 (5.3275)  acc1: 16.0156 (15.6606)  acc5: 34.3750 (33.3002)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [16]  [1160/1251]  eta: 0:00:43  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.1469 (5.3265)  acc1: 16.7969 (15.6704)  acc5: 36.7188 (33.3108)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [16]  [1170/1251]  eta: 0:00:38  lr: 2.997e-02  img/s: 5.38e+02  pen: 4.7e-02  loss: 4.7329 (5.3235)  acc1: 19.1406 (15.6967)  acc5: 40.2344 (33.3572)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [16]  [1180/1251]  eta: 0:00:33  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.6888 (5.3213)  acc1: 18.7500 (15.7133)  acc5: 41.0156 (33.3920)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [16]  [1190/1251]  eta: 0:00:29  lr: 2.997e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.7631 (5.3192)  acc1: 17.5781 (15.7286)  acc5: 39.0625 (33.4248)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [16]  [1200/1251]  eta: 0:00:24  lr: 2.997e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.2237 (5.3194)  acc1: 16.4062 (15.7333)  acc5: 35.5469 (33.4249)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [16]  [1210/1251]  eta: 0:00:19  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.3993 (5.3195)  acc1: 16.4062 (15.7408)  acc5: 35.1562 (33.4121)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [16]  [1220/1251]  eta: 0:00:14  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.3728 (5.3194)  acc1: 17.5781 (15.7440)  acc5: 36.3281 (33.4204)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [16]  [1230/1251]  eta: 0:00:10  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.3822 (5.3207)  acc1: 14.0625 (15.7215)  acc5: 30.4688 (33.3840)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [16]  [1240/1251]  eta: 0:00:05  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.1875 (5.3186)  acc1: 16.7969 (15.7537)  acc5: 35.1562 (33.4354)  time: 0.4746  data: 0.0005  max mem: 42896
Epoch: [16]  [1250/1251]  eta: 0:00:00  lr: 2.997e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 5.0465 (5.3176)  acc1: 19.1406 (15.7527)  acc5: 40.6250 (33.4426)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [16] Total time: 0:09:59
Test:   [ 0/49]  eta: 0:02:44  loss: 4.3135 (4.3135)  acc1: 28.1250 (28.1250)  acc5: 54.2969 (54.2969)  time: 3.3553  data: 3.1041  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 22.184 Acc@5 45.386 Loss: 4.623
Test: EMA  [ 0/49]  eta: 0:02:56  loss: 5.6206 (5.6206)  acc1: 5.8594 (5.8594)  acc5: 23.4375 (23.4375)  time: 3.5947  data: 3.3469  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 6.682 Acc@5 18.556 Loss: 5.736
Epoch: [17]  [   0/1251]  eta: 1:13:38  lr: 2.997e-02  img/s: 5.08e+02  pen: 4.5e-02  loss: 4.6577 (4.6577)  acc1: 20.3125 (20.3125)  acc5: 42.5781 (42.5781)  time: 3.5320  data: 3.0281  max mem: 42896
Epoch: [17]  [  10/1251]  eta: 0:15:34  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.2659 (5.2544)  acc1: 17.5781 (15.0923)  acc5: 36.3281 (32.0312)  time: 0.7530  data: 0.2756  max mem: 42896
Epoch: [17]  [  20/1251]  eta: 0:12:43  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.2659 (5.2304)  acc1: 16.0156 (15.5692)  acc5: 34.7656 (33.3147)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [17]  [  30/1251]  eta: 0:11:39  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.3015 (5.2688)  acc1: 15.2344 (15.3856)  acc5: 34.7656 (33.5685)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [17]  [  40/1251]  eta: 0:11:05  lr: 2.997e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 5.3015 (5.2876)  acc1: 15.2344 (15.6059)  acc5: 33.2031 (33.7367)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [17]  [  50/1251]  eta: 0:10:42  lr: 2.997e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.4688 (5.3121)  acc1: 16.0156 (15.4335)  acc5: 33.2031 (33.3104)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [17]  [  60/1251]  eta: 0:10:24  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.2671 (5.2978)  acc1: 17.9688 (15.7403)  acc5: 33.9844 (33.6386)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [17]  [  70/1251]  eta: 0:10:11  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.0269 (5.2672)  acc1: 19.9219 (16.1697)  acc5: 40.2344 (34.2099)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [17]  [  80/1251]  eta: 0:10:00  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.1557 (5.2803)  acc1: 19.5312 (16.1410)  acc5: 37.1094 (34.0181)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [17]  [  90/1251]  eta: 0:09:50  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 5.1892 (5.2671)  acc1: 18.7500 (16.1787)  acc5: 36.7188 (34.1303)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [17]  [ 100/1251]  eta: 0:09:41  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.4012 (5.2861)  acc1: 18.3594 (16.1007)  acc5: 34.3750 (33.9457)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [17]  [ 110/1251]  eta: 0:09:33  lr: 2.997e-02  img/s: 5.42e+02  pen: 5.6e-02  loss: 5.5744 (5.2915)  acc1: 14.0625 (16.0438)  acc5: 30.8594 (33.8612)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [17]  [ 120/1251]  eta: 0:09:25  lr: 2.997e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 5.2163 (5.2852)  acc1: 16.4062 (16.1835)  acc5: 37.5000 (34.0328)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [17]  [ 130/1251]  eta: 0:09:18  lr: 2.997e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.2163 (5.2899)  acc1: 16.4062 (16.0723)  acc5: 37.5000 (33.8591)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [17]  [ 140/1251]  eta: 0:09:11  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.4736 (5.2845)  acc1: 14.8438 (16.1791)  acc5: 31.2500 (33.9456)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [17]  [ 150/1251]  eta: 0:09:05  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.7556 (5.2687)  acc1: 18.7500 (16.3338)  acc5: 38.2812 (34.0827)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [17]  [ 160/1251]  eta: 0:08:59  lr: 2.997e-02  img/s: 5.07e+02  pen: 4.2e-02  loss: 4.7428 (5.2597)  acc1: 19.1406 (16.3359)  acc5: 38.6719 (34.1591)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [17]  [ 170/1251]  eta: 0:08:52  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.0236 (5.2606)  acc1: 17.5781 (16.3377)  acc5: 39.0625 (34.2654)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [17]  [ 180/1251]  eta: 0:08:46  lr: 2.997e-02  img/s: 5.37e+02  pen: 4.0e-02  loss: 5.0236 (5.2463)  acc1: 17.9688 (16.5034)  acc5: 39.0625 (34.5002)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [17]  [ 190/1251]  eta: 0:08:41  lr: 2.997e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 5.0500 (5.2519)  acc1: 17.5781 (16.4533)  acc5: 37.1094 (34.3852)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [17]  [ 200/1251]  eta: 0:08:35  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.3780 (5.2595)  acc1: 15.6250 (16.4237)  acc5: 35.5469 (34.3692)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [17]  [ 210/1251]  eta: 0:08:29  lr: 2.997e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 5.6439 (5.2733)  acc1: 14.4531 (16.2693)  acc5: 31.2500 (34.1547)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [17]  [ 220/1251]  eta: 0:08:24  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.6546 (5.2896)  acc1: 9.3750 (16.0704)  acc5: 24.6094 (33.8430)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [17]  [ 230/1251]  eta: 0:08:18  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.5087 (5.2908)  acc1: 13.6719 (16.1205)  acc5: 28.5156 (33.8660)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [17]  [ 240/1251]  eta: 0:08:13  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.4244 (5.2989)  acc1: 14.4531 (16.0561)  acc5: 31.6406 (33.7639)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [17]  [ 250/1251]  eta: 0:08:07  lr: 2.997e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 5.4012 (5.2970)  acc1: 16.7969 (16.0654)  acc5: 33.9844 (33.7992)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [17]  [ 260/1251]  eta: 0:08:02  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.1559 (5.2938)  acc1: 17.1875 (16.0710)  acc5: 35.9375 (33.8347)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [17]  [ 270/1251]  eta: 0:07:57  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.2801 (5.2966)  acc1: 17.9688 (16.0834)  acc5: 36.7188 (33.8575)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [17]  [ 280/1251]  eta: 0:07:51  lr: 2.997e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 5.2801 (5.2930)  acc1: 17.9688 (16.1088)  acc5: 36.7188 (33.9149)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [17]  [ 290/1251]  eta: 0:07:46  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.8516 (5.2813)  acc1: 19.1406 (16.2183)  acc5: 41.4062 (34.1347)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [17]  [ 300/1251]  eta: 0:07:41  lr: 2.997e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 4.8797 (5.2814)  acc1: 18.3594 (16.2103)  acc5: 39.8438 (34.1310)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [17]  [ 310/1251]  eta: 0:07:36  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.7162 (5.2651)  acc1: 19.5312 (16.3472)  acc5: 38.6719 (34.3436)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [17]  [ 320/1251]  eta: 0:07:31  lr: 2.997e-02  img/s: 5.10e+02  pen: 4.2e-02  loss: 4.7162 (5.2683)  acc1: 19.5312 (16.2931)  acc5: 38.6719 (34.2278)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [17]  [ 330/1251]  eta: 0:07:26  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.1971 (5.2617)  acc1: 15.6250 (16.3697)  acc5: 37.8906 (34.3986)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [17]  [ 340/1251]  eta: 0:07:21  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.1971 (5.2655)  acc1: 18.3594 (16.3444)  acc5: 39.4531 (34.3383)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [17]  [ 350/1251]  eta: 0:07:16  lr: 2.997e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.2552 (5.2649)  acc1: 14.8438 (16.3417)  acc5: 33.2031 (34.3327)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [17]  [ 360/1251]  eta: 0:07:11  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.8013 (5.2607)  acc1: 17.1875 (16.3911)  acc5: 38.6719 (34.3837)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [17]  [ 370/1251]  eta: 0:07:06  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.2210 (5.2606)  acc1: 19.5312 (16.3978)  acc5: 40.2344 (34.4192)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [17]  [ 380/1251]  eta: 0:07:00  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.3588 (5.2621)  acc1: 17.9688 (16.4093)  acc5: 36.3281 (34.4181)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [17]  [ 390/1251]  eta: 0:06:56  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.9144 (5.2551)  acc1: 17.9688 (16.4532)  acc5: 38.2812 (34.4979)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [17]  [ 400/1251]  eta: 0:06:50  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.8807 (5.2548)  acc1: 18.3594 (16.4472)  acc5: 39.4531 (34.4909)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [17]  [ 410/1251]  eta: 0:06:45  lr: 2.997e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.8877 (5.2528)  acc1: 18.3594 (16.4338)  acc5: 35.5469 (34.4548)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [17]  [ 420/1251]  eta: 0:06:41  lr: 2.997e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 5.2314 (5.2532)  acc1: 17.9688 (16.4443)  acc5: 34.7656 (34.4743)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [17]  [ 430/1251]  eta: 0:06:36  lr: 2.997e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 5.4183 (5.2561)  acc1: 15.6250 (16.3963)  acc5: 34.7656 (34.4113)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [17]  [ 440/1251]  eta: 0:06:31  lr: 2.997e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.4183 (5.2580)  acc1: 15.2344 (16.3779)  acc5: 33.2031 (34.3839)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [17]  [ 450/1251]  eta: 0:06:26  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.1108 (5.2539)  acc1: 18.7500 (16.4244)  acc5: 39.0625 (34.4668)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [17]  [ 460/1251]  eta: 0:06:21  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.0455 (5.2565)  acc1: 18.3594 (16.4105)  acc5: 38.2812 (34.4275)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [17]  [ 470/1251]  eta: 0:06:16  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.2422 (5.2544)  acc1: 14.4531 (16.4062)  acc5: 36.3281 (34.4646)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [17]  [ 480/1251]  eta: 0:06:11  lr: 2.997e-02  img/s: 5.08e+02  pen: 4.0e-02  loss: 5.3585 (5.2562)  acc1: 14.4531 (16.3681)  acc5: 34.3750 (34.4018)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [17]  [ 490/1251]  eta: 0:06:06  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.3585 (5.2600)  acc1: 16.7969 (16.3665)  acc5: 34.3750 (34.3885)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [17]  [ 500/1251]  eta: 0:06:01  lr: 2.997e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.3518 (5.2615)  acc1: 16.7969 (16.3790)  acc5: 36.7188 (34.3664)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [17]  [ 510/1251]  eta: 0:05:56  lr: 2.997e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.8935 (5.2556)  acc1: 19.1406 (16.4338)  acc5: 41.4062 (34.4576)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [17]  [ 520/1251]  eta: 0:05:51  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.7830 (5.2491)  acc1: 20.7031 (16.4992)  acc5: 41.4062 (34.5594)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [17]  [ 530/1251]  eta: 0:05:46  lr: 2.997e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.9268 (5.2511)  acc1: 18.3594 (16.4776)  acc5: 38.6719 (34.5221)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [17]  [ 540/1251]  eta: 0:05:41  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.2107 (5.2492)  acc1: 16.0156 (16.4857)  acc5: 34.3750 (34.5642)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [17]  [ 550/1251]  eta: 0:05:37  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.0380 (5.2455)  acc1: 19.5312 (16.5346)  acc5: 38.6719 (34.6196)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [17]  [ 560/1251]  eta: 0:05:32  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.6609 (5.2418)  acc1: 19.9219 (16.5615)  acc5: 39.8438 (34.6702)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [17]  [ 570/1251]  eta: 0:05:27  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.9652 (5.2395)  acc1: 19.5312 (16.5684)  acc5: 41.4062 (34.6897)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [17]  [ 580/1251]  eta: 0:05:22  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.3752 (5.2449)  acc1: 15.6250 (16.5004)  acc5: 34.7656 (34.6103)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [17]  [ 590/1251]  eta: 0:05:17  lr: 2.997e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.6996 (5.2473)  acc1: 10.9375 (16.4512)  acc5: 30.4688 (34.5528)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [17]  [ 600/1251]  eta: 0:05:12  lr: 2.997e-02  img/s: 5.38e+02  pen: 3.9e-02  loss: 5.3948 (5.2482)  acc1: 16.0156 (16.4693)  acc5: 34.7656 (34.5641)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [17]  [ 610/1251]  eta: 0:05:07  lr: 2.997e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.3748 (5.2486)  acc1: 17.5781 (16.4734)  acc5: 35.5469 (34.5655)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [17]  [ 620/1251]  eta: 0:05:03  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.3110 (5.2506)  acc1: 17.5781 (16.4465)  acc5: 35.5469 (34.5071)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [17]  [ 630/1251]  eta: 0:04:58  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.7261 (5.2543)  acc1: 13.6719 (16.4199)  acc5: 26.9531 (34.4505)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [17]  [ 640/1251]  eta: 0:04:53  lr: 2.997e-02  img/s: 5.07e+02  pen: 4.3e-02  loss: 5.6777 (5.2559)  acc1: 14.4531 (16.4233)  acc5: 28.1250 (34.4487)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [17]  [ 650/1251]  eta: 0:04:48  lr: 2.997e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 5.0384 (5.2531)  acc1: 16.7969 (16.4417)  acc5: 37.8906 (34.4770)  time: 0.4770  data: 0.0003  max mem: 42896
Epoch: [17]  [ 660/1251]  eta: 0:04:43  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.9358 (5.2509)  acc1: 18.7500 (16.4547)  acc5: 39.0625 (34.5281)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [17]  [ 670/1251]  eta: 0:04:38  lr: 2.997e-02  img/s: 5.37e+02  pen: 4.1e-02  loss: 4.8314 (5.2478)  acc1: 18.3594 (16.4732)  acc5: 39.4531 (34.5496)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [17]  [ 680/1251]  eta: 0:04:34  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.8927 (5.2474)  acc1: 20.3125 (16.4843)  acc5: 39.4531 (34.5683)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [17]  [ 690/1251]  eta: 0:04:29  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.2058 (5.2494)  acc1: 17.9688 (16.4786)  acc5: 37.5000 (34.5502)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [17]  [ 700/1251]  eta: 0:04:24  lr: 2.997e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 5.4476 (5.2496)  acc1: 16.4062 (16.4792)  acc5: 33.2031 (34.5255)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [17]  [ 710/1251]  eta: 0:04:19  lr: 2.997e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.4898 (5.2511)  acc1: 15.2344 (16.4788)  acc5: 33.2031 (34.5085)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [17]  [ 720/1251]  eta: 0:04:14  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.7627 (5.2467)  acc1: 19.9219 (16.5114)  acc5: 38.6719 (34.5408)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [17]  [ 730/1251]  eta: 0:04:09  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.6668 (5.2441)  acc1: 19.1406 (16.5543)  acc5: 39.4531 (34.5957)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [17]  [ 740/1251]  eta: 0:04:05  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.2609 (5.2466)  acc1: 17.9688 (16.5206)  acc5: 36.3281 (34.5437)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [17]  [ 750/1251]  eta: 0:04:00  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.2129 (5.2440)  acc1: 17.9688 (16.5550)  acc5: 37.1094 (34.5924)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [17]  [ 760/1251]  eta: 0:03:55  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.1922 (5.2451)  acc1: 17.9688 (16.5520)  acc5: 37.1094 (34.5942)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [17]  [ 770/1251]  eta: 0:03:50  lr: 2.997e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 5.2019 (5.2429)  acc1: 18.7500 (16.5831)  acc5: 38.2812 (34.6557)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [17]  [ 780/1251]  eta: 0:03:45  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.9029 (5.2398)  acc1: 19.1406 (16.6123)  acc5: 41.4062 (34.7251)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [17]  [ 790/1251]  eta: 0:03:40  lr: 2.997e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 5.1998 (5.2408)  acc1: 18.7500 (16.6186)  acc5: 38.6719 (34.7143)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [17]  [ 800/1251]  eta: 0:03:36  lr: 2.997e-02  img/s: 5.09e+02  pen: 4.1e-02  loss: 5.1998 (5.2381)  acc1: 20.7031 (16.6398)  acc5: 34.7656 (34.7466)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [17]  [ 810/1251]  eta: 0:03:31  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.6780 (5.2338)  acc1: 20.7031 (16.6948)  acc5: 42.9688 (34.8485)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [17]  [ 820/1251]  eta: 0:03:26  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.0675 (5.2342)  acc1: 19.1406 (16.7031)  acc5: 40.2344 (34.8660)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [17]  [ 830/1251]  eta: 0:03:21  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.9364 (5.2303)  acc1: 19.1406 (16.7522)  acc5: 40.2344 (34.9381)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [17]  [ 840/1251]  eta: 0:03:16  lr: 2.997e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 4.6976 (5.2298)  acc1: 20.3125 (16.7546)  acc5: 41.4062 (34.9412)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [17]  [ 850/1251]  eta: 0:03:12  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.5185 (5.2341)  acc1: 14.4531 (16.7294)  acc5: 33.5938 (34.9065)  time: 0.4770  data: 0.0003  max mem: 42896
Epoch: [17]  [ 860/1251]  eta: 0:03:07  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.6533 (5.2371)  acc1: 13.6719 (16.6903)  acc5: 32.8125 (34.8459)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [17]  [ 870/1251]  eta: 0:03:02  lr: 2.997e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.2884 (5.2355)  acc1: 17.9688 (16.7170)  acc5: 38.2812 (34.8916)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [17]  [ 880/1251]  eta: 0:02:57  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.2884 (5.2398)  acc1: 16.7969 (16.6736)  acc5: 35.9375 (34.8255)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [17]  [ 890/1251]  eta: 0:02:52  lr: 2.997e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 5.6935 (5.2417)  acc1: 12.8906 (16.6627)  acc5: 29.6875 (34.7941)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [17]  [ 900/1251]  eta: 0:02:48  lr: 2.997e-02  img/s: 5.37e+02  pen: 4.7e-02  loss: 5.3039 (5.2399)  acc1: 17.5781 (16.6798)  acc5: 35.9375 (34.8307)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [17]  [ 910/1251]  eta: 0:02:43  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.1450 (5.2405)  acc1: 18.3594 (16.6802)  acc5: 38.2812 (34.8239)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [17]  [ 920/1251]  eta: 0:02:38  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.9827 (5.2389)  acc1: 18.3594 (16.7036)  acc5: 38.6719 (34.8551)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [17]  [ 930/1251]  eta: 0:02:33  lr: 2.997e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.9336 (5.2400)  acc1: 18.7500 (16.6974)  acc5: 38.6719 (34.8558)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [17]  [ 940/1251]  eta: 0:02:28  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.5007 (5.2419)  acc1: 16.0156 (16.6806)  acc5: 33.5938 (34.8250)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [17]  [ 950/1251]  eta: 0:02:24  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 5.2627 (5.2422)  acc1: 16.0156 (16.6831)  acc5: 32.4219 (34.8285)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [17]  [ 960/1251]  eta: 0:02:19  lr: 2.997e-02  img/s: 5.09e+02  pen: 4.3e-02  loss: 5.2049 (5.2428)  acc1: 17.1875 (16.6851)  acc5: 37.8906 (34.8388)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [17]  [ 970/1251]  eta: 0:02:14  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.2049 (5.2417)  acc1: 17.9688 (16.6991)  acc5: 37.8906 (34.8533)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [17]  [ 980/1251]  eta: 0:02:09  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.3807 (5.2442)  acc1: 16.4062 (16.6607)  acc5: 36.3281 (34.8202)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [17]  [ 990/1251]  eta: 0:02:04  lr: 2.997e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 5.5437 (5.2440)  acc1: 17.5781 (16.6636)  acc5: 35.1562 (34.8102)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [17]  [1000/1251]  eta: 0:02:00  lr: 2.997e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.2765 (5.2451)  acc1: 17.9688 (16.6455)  acc5: 35.1562 (34.7808)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [17]  [1010/1251]  eta: 0:01:55  lr: 2.997e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.9248 (5.2431)  acc1: 17.9688 (16.6543)  acc5: 39.8438 (34.8159)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [17]  [1020/1251]  eta: 0:01:50  lr: 2.997e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.7589 (5.2411)  acc1: 19.9219 (16.6871)  acc5: 41.4062 (34.8529)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [17]  [1030/1251]  eta: 0:01:45  lr: 2.997e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.7139 (5.2396)  acc1: 20.3125 (16.6927)  acc5: 39.0625 (34.8513)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [17]  [1040/1251]  eta: 0:01:40  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.3767 (5.2413)  acc1: 15.2344 (16.6753)  acc5: 33.9844 (34.8260)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [17]  [1050/1251]  eta: 0:01:36  lr: 2.997e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 5.5462 (5.2431)  acc1: 13.6719 (16.6504)  acc5: 30.8594 (34.7972)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [17]  [1060/1251]  eta: 0:01:31  lr: 2.997e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 5.4848 (5.2435)  acc1: 17.1875 (16.6489)  acc5: 36.3281 (34.8080)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [17]  [1070/1251]  eta: 0:01:26  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 5.4574 (5.2450)  acc1: 17.1875 (16.6306)  acc5: 35.5469 (34.7853)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [17]  [1080/1251]  eta: 0:01:21  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.8083 (5.2416)  acc1: 18.3594 (16.6455)  acc5: 38.6719 (34.8271)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [17]  [1090/1251]  eta: 0:01:16  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.7105 (5.2401)  acc1: 20.7031 (16.6755)  acc5: 42.5781 (34.8533)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [17]  [1100/1251]  eta: 0:01:12  lr: 2.997e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.2478 (5.2409)  acc1: 18.7500 (16.6610)  acc5: 37.1094 (34.8355)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [17]  [1110/1251]  eta: 0:01:07  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.2478 (5.2404)  acc1: 17.1875 (16.6699)  acc5: 37.1094 (34.8497)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [17]  [1120/1251]  eta: 0:01:02  lr: 2.997e-02  img/s: 5.07e+02  pen: 4.5e-02  loss: 5.0291 (5.2404)  acc1: 15.6250 (16.6523)  acc5: 39.4531 (34.8534)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [17]  [1130/1251]  eta: 0:00:57  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.9840 (5.2385)  acc1: 17.9688 (16.6736)  acc5: 39.8438 (34.9021)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [17]  [1140/1251]  eta: 0:00:53  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.4006 (5.2402)  acc1: 18.3594 (16.6606)  acc5: 38.2812 (34.8868)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [17]  [1150/1251]  eta: 0:00:48  lr: 2.997e-02  img/s: 5.36e+02  pen: 4.2e-02  loss: 5.4006 (5.2395)  acc1: 17.5781 (16.6727)  acc5: 33.5938 (34.9061)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [17]  [1160/1251]  eta: 0:00:43  lr: 2.997e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.4344 (5.2410)  acc1: 15.6250 (16.6596)  acc5: 32.0312 (34.8760)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [17]  [1170/1251]  eta: 0:00:38  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.4570 (5.2397)  acc1: 15.2344 (16.6661)  acc5: 30.4688 (34.8954)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [17]  [1180/1251]  eta: 0:00:33  lr: 2.997e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 5.4570 (5.2414)  acc1: 17.5781 (16.6761)  acc5: 36.7188 (34.9052)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [17]  [1190/1251]  eta: 0:00:29  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.2150 (5.2387)  acc1: 19.9219 (16.7037)  acc5: 38.2812 (34.9454)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [17]  [1200/1251]  eta: 0:00:24  lr: 2.997e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.0204 (5.2384)  acc1: 20.3125 (16.7052)  acc5: 39.0625 (34.9484)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [17]  [1210/1251]  eta: 0:00:19  lr: 2.997e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.0235 (5.2376)  acc1: 17.1875 (16.7108)  acc5: 39.0625 (34.9705)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [17]  [1220/1251]  eta: 0:00:14  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.4154 (5.2393)  acc1: 14.8438 (16.6855)  acc5: 35.5469 (34.9253)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [17]  [1230/1251]  eta: 0:00:10  lr: 2.997e-02  img/s: 5.37e+02  pen: 4.4e-02  loss: 5.5236 (5.2402)  acc1: 14.0625 (16.6782)  acc5: 34.3750 (34.9062)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [17]  [1240/1251]  eta: 0:00:05  lr: 2.997e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.4165 (5.2410)  acc1: 17.5781 (16.6700)  acc5: 35.1562 (34.8874)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [17]  [1250/1251]  eta: 0:00:00  lr: 2.997e-02  img/s: 5.42e+02  pen: 3.5e-02  loss: 5.5989 (5.2432)  acc1: 13.6719 (16.6539)  acc5: 31.6406 (34.8540)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [17] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:10  loss: 3.9730 (3.9730)  acc1: 34.3750 (34.3750)  acc5: 65.2344 (65.2344)  time: 2.6661  data: 2.4155  max mem: 42896
Test:  Total time: 0:00:14
Test:  Acc@1 26.050 Acc@5 50.754 Loss: 4.402
Test: EMA  [ 0/49]  eta: 0:03:05  loss: 5.7586 (5.7586)  acc1: 5.0781 (5.0781)  acc5: 18.7500 (18.7500)  time: 3.7875  data: 3.5410  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 6.002 Acc@5 16.988 Loss: 5.837
Epoch: [18]  [   0/1251]  eta: 1:09:10  lr: 2.996e-02  img/s: 5.12e+02  pen: 3.6e-02  loss: 5.7739 (5.7739)  acc1: 13.6719 (13.6719)  acc5: 32.8125 (32.8125)  time: 3.3176  data: 2.8173  max mem: 42896
Epoch: [18]  [  10/1251]  eta: 0:15:09  lr: 2.996e-02  img/s: 5.43e+02  pen: 4.1e-02  loss: 5.6651 (5.5148)  acc1: 14.0625 (15.4474)  acc5: 33.5938 (32.3864)  time: 0.7330  data: 0.2564  max mem: 42896
Epoch: [18]  [  20/1251]  eta: 0:12:29  lr: 2.996e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.4633 (5.3371)  acc1: 16.7969 (16.3318)  acc5: 33.5938 (34.4866)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [18]  [  30/1251]  eta: 0:11:30  lr: 2.996e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 5.4633 (5.3725)  acc1: 15.6250 (15.6754)  acc5: 35.5469 (33.3417)  time: 0.4729  data: 0.0003  max mem: 42896
Epoch: [18]  [  40/1251]  eta: 0:10:58  lr: 2.996e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.5376 (5.3518)  acc1: 14.0625 (15.5869)  acc5: 35.1562 (33.3079)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [18]  [  50/1251]  eta: 0:10:36  lr: 2.996e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 5.4249 (5.3052)  acc1: 16.4062 (16.0386)  acc5: 35.9375 (33.7163)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [18]  [  60/1251]  eta: 0:10:19  lr: 2.996e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.6744 (5.2561)  acc1: 19.9219 (16.4191)  acc5: 39.0625 (34.4326)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [18]  [  70/1251]  eta: 0:10:07  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.7223 (5.2221)  acc1: 19.5312 (16.7033)  acc5: 41.0156 (34.9582)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [18]  [  80/1251]  eta: 0:09:56  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.2683 (5.2594)  acc1: 17.9688 (16.3339)  acc5: 37.8906 (34.4329)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [18]  [  90/1251]  eta: 0:09:46  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.3555 (5.2509)  acc1: 17.9688 (16.4663)  acc5: 36.3281 (34.6111)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [18]  [ 100/1251]  eta: 0:09:38  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.7859 (5.2275)  acc1: 19.5312 (16.6344)  acc5: 40.2344 (34.8468)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [18]  [ 110/1251]  eta: 0:09:30  lr: 2.996e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.1431 (5.2416)  acc1: 17.5781 (16.5294)  acc5: 37.5000 (34.7410)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [18]  [ 120/1251]  eta: 0:09:23  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 5.0762 (5.2150)  acc1: 19.1406 (16.8033)  acc5: 39.0625 (35.3177)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [18]  [ 130/1251]  eta: 0:09:16  lr: 2.996e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.9209 (5.2144)  acc1: 19.1406 (16.7939)  acc5: 39.0625 (35.3232)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [18]  [ 140/1251]  eta: 0:09:09  lr: 2.996e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 5.2857 (5.2313)  acc1: 16.4062 (16.7138)  acc5: 35.5469 (35.2338)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [18]  [ 150/1251]  eta: 0:09:03  lr: 2.996e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 5.3903 (5.2373)  acc1: 18.3594 (16.8641)  acc5: 36.7188 (35.3736)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [18]  [ 160/1251]  eta: 0:08:57  lr: 2.996e-02  img/s: 5.10e+02  pen: 3.9e-02  loss: 5.2781 (5.2399)  acc1: 18.7500 (16.8017)  acc5: 37.5000 (35.3043)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [18]  [ 170/1251]  eta: 0:08:51  lr: 2.996e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 5.5368 (5.2462)  acc1: 15.2344 (16.7009)  acc5: 34.7656 (35.1494)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [18]  [ 180/1251]  eta: 0:08:45  lr: 2.996e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.0275 (5.2380)  acc1: 16.7969 (16.6933)  acc5: 34.7656 (35.2383)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [18]  [ 190/1251]  eta: 0:08:39  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.8865 (5.2338)  acc1: 17.5781 (16.7866)  acc5: 40.2344 (35.3628)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [18]  [ 200/1251]  eta: 0:08:33  lr: 2.996e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 5.1387 (5.2317)  acc1: 17.9688 (16.7930)  acc5: 38.6719 (35.3739)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [18]  [ 210/1251]  eta: 0:08:28  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.9767 (5.2191)  acc1: 17.9688 (16.8931)  acc5: 38.6719 (35.5709)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [18]  [ 220/1251]  eta: 0:08:22  lr: 2.996e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.1611 (5.2259)  acc1: 17.9688 (16.8623)  acc5: 39.4531 (35.4779)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [18]  [ 230/1251]  eta: 0:08:17  lr: 2.996e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 5.6158 (5.2417)  acc1: 15.2344 (16.7445)  acc5: 32.0312 (35.2729)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [18]  [ 240/1251]  eta: 0:08:11  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.4407 (5.2348)  acc1: 15.2344 (16.8277)  acc5: 35.5469 (35.4204)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [18]  [ 250/1251]  eta: 0:08:06  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.3788 (5.2488)  acc1: 15.2344 (16.7284)  acc5: 36.3281 (35.2699)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [18]  [ 260/1251]  eta: 0:08:01  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 5.1704 (5.2353)  acc1: 19.1406 (16.8882)  acc5: 38.6719 (35.5439)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [18]  [ 270/1251]  eta: 0:07:56  lr: 2.996e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 5.1183 (5.2432)  acc1: 19.5312 (16.8776)  acc5: 37.8906 (35.4777)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [18]  [ 280/1251]  eta: 0:07:50  lr: 2.996e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.3360 (5.2365)  acc1: 17.1875 (16.9442)  acc5: 37.1094 (35.5816)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [18]  [ 290/1251]  eta: 0:07:45  lr: 2.996e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.0936 (5.2354)  acc1: 19.5312 (16.9969)  acc5: 40.6250 (35.6529)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [18]  [ 300/1251]  eta: 0:07:40  lr: 2.996e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.9196 (5.2221)  acc1: 20.7031 (17.1421)  acc5: 42.1875 (35.8518)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [18]  [ 310/1251]  eta: 0:07:35  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.9196 (5.2206)  acc1: 20.7031 (17.2063)  acc5: 42.1875 (35.9048)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [18]  [ 320/1251]  eta: 0:07:30  lr: 2.996e-02  img/s: 5.09e+02  pen: 3.9e-02  loss: 5.3136 (5.2210)  acc1: 17.5781 (17.1595)  acc5: 34.3750 (35.8353)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [18]  [ 330/1251]  eta: 0:07:25  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.6757 (5.2356)  acc1: 12.8906 (17.0270)  acc5: 29.2969 (35.6012)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [18]  [ 340/1251]  eta: 0:07:20  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 5.3894 (5.2268)  acc1: 14.0625 (17.0993)  acc5: 32.4219 (35.7313)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [18]  [ 350/1251]  eta: 0:07:15  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.1114 (5.2305)  acc1: 17.9688 (17.0528)  acc5: 39.0625 (35.6292)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [18]  [ 360/1251]  eta: 0:07:10  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.1919 (5.2247)  acc1: 17.9688 (17.1128)  acc5: 39.0625 (35.7168)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [18]  [ 370/1251]  eta: 0:07:05  lr: 2.996e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.8271 (5.2240)  acc1: 20.3125 (17.1243)  acc5: 41.4062 (35.7722)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [18]  [ 380/1251]  eta: 0:07:00  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.8919 (5.2219)  acc1: 19.9219 (17.1537)  acc5: 38.6719 (35.8073)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [18]  [ 390/1251]  eta: 0:06:55  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.0468 (5.2254)  acc1: 19.1406 (17.1116)  acc5: 38.2812 (35.7137)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [18]  [ 400/1251]  eta: 0:06:50  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.8092 (5.2123)  acc1: 20.7031 (17.2255)  acc5: 42.1875 (35.8985)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [18]  [ 410/1251]  eta: 0:06:45  lr: 2.996e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.8812 (5.2195)  acc1: 20.7031 (17.1514)  acc5: 40.6250 (35.7664)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [18]  [ 420/1251]  eta: 0:06:40  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.2072 (5.2133)  acc1: 17.9688 (17.2126)  acc5: 39.0625 (35.8531)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [18]  [ 430/1251]  eta: 0:06:35  lr: 2.996e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 5.1448 (5.2155)  acc1: 19.5312 (17.1857)  acc5: 39.4531 (35.7961)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [18]  [ 440/1251]  eta: 0:06:30  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 5.2314 (5.2133)  acc1: 18.7500 (17.2026)  acc5: 37.8906 (35.8401)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [18]  [ 450/1251]  eta: 0:06:25  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.8563 (5.2094)  acc1: 18.3594 (17.2048)  acc5: 39.8438 (35.8734)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [18]  [ 460/1251]  eta: 0:06:20  lr: 2.996e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.0387 (5.2088)  acc1: 17.9688 (17.2239)  acc5: 38.2812 (35.9197)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [18]  [ 470/1251]  eta: 0:06:15  lr: 2.996e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.2347 (5.2102)  acc1: 16.4062 (17.1950)  acc5: 36.3281 (35.9060)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [18]  [ 480/1251]  eta: 0:06:10  lr: 2.996e-02  img/s: 5.07e+02  pen: 3.8e-02  loss: 5.6193 (5.2177)  acc1: 12.5000 (17.0941)  acc5: 32.0312 (35.7686)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [18]  [ 490/1251]  eta: 0:06:05  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.6682 (5.2195)  acc1: 12.1094 (17.0801)  acc5: 32.8125 (35.7434)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [18]  [ 500/1251]  eta: 0:06:01  lr: 2.996e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.2358 (5.2170)  acc1: 17.5781 (17.1119)  acc5: 37.5000 (35.7613)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [18]  [ 510/1251]  eta: 0:05:56  lr: 2.996e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 5.1287 (5.2152)  acc1: 18.7500 (17.1455)  acc5: 37.8906 (35.7968)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [18]  [ 520/1251]  eta: 0:05:51  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.9234 (5.2099)  acc1: 20.7031 (17.1890)  acc5: 42.9688 (35.8888)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [18]  [ 530/1251]  eta: 0:05:46  lr: 2.996e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.7413 (5.2085)  acc1: 20.3125 (17.2059)  acc5: 42.5781 (35.9103)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [18]  [ 540/1251]  eta: 0:05:41  lr: 2.996e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.0798 (5.2085)  acc1: 16.7969 (17.2272)  acc5: 37.8906 (35.9238)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [18]  [ 550/1251]  eta: 0:05:36  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.0798 (5.2090)  acc1: 17.5781 (17.2258)  acc5: 39.8438 (35.9297)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [18]  [ 560/1251]  eta: 0:05:31  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.2272 (5.2112)  acc1: 16.4062 (17.1840)  acc5: 33.9844 (35.8888)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [18]  [ 570/1251]  eta: 0:05:26  lr: 2.996e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.6891 (5.2074)  acc1: 15.2344 (17.2176)  acc5: 33.9844 (35.9526)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [18]  [ 580/1251]  eta: 0:05:22  lr: 2.996e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.8833 (5.2059)  acc1: 18.3594 (17.2319)  acc5: 40.6250 (35.9812)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [18]  [ 590/1251]  eta: 0:05:17  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.3451 (5.2074)  acc1: 17.9688 (17.2305)  acc5: 37.1094 (35.9791)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [18]  [ 600/1251]  eta: 0:05:12  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.3451 (5.2054)  acc1: 18.3594 (17.2577)  acc5: 37.1094 (36.0116)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [18]  [ 610/1251]  eta: 0:05:07  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.3787 (5.2079)  acc1: 18.3594 (17.2323)  acc5: 37.1094 (35.9247)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [18]  [ 620/1251]  eta: 0:05:02  lr: 2.996e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 5.3874 (5.2057)  acc1: 15.6250 (17.2252)  acc5: 32.0312 (35.9400)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [18]  [ 630/1251]  eta: 0:04:57  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.6425 (5.2042)  acc1: 18.3594 (17.2475)  acc5: 40.6250 (35.9542)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [18]  [ 640/1251]  eta: 0:04:53  lr: 2.996e-02  img/s: 5.10e+02  pen: 4.8e-02  loss: 5.1026 (5.2018)  acc1: 17.9688 (17.2582)  acc5: 37.5000 (35.9820)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [18]  [ 650/1251]  eta: 0:04:48  lr: 2.996e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.2964 (5.2060)  acc1: 17.1875 (17.2223)  acc5: 35.9375 (35.8985)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [18]  [ 660/1251]  eta: 0:04:43  lr: 2.996e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 5.5726 (5.2049)  acc1: 17.1875 (17.2484)  acc5: 34.3750 (35.9245)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [18]  [ 670/1251]  eta: 0:04:38  lr: 2.996e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 5.3778 (5.2052)  acc1: 17.9688 (17.2335)  acc5: 37.5000 (35.9247)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [18]  [ 680/1251]  eta: 0:04:33  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.3199 (5.2041)  acc1: 16.7969 (17.2363)  acc5: 37.5000 (35.9306)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [18]  [ 690/1251]  eta: 0:04:28  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.3118 (5.2050)  acc1: 16.7969 (17.2259)  acc5: 37.1094 (35.9070)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [18]  [ 700/1251]  eta: 0:04:24  lr: 2.996e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.3118 (5.2044)  acc1: 17.9688 (17.2282)  acc5: 37.1094 (35.9186)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [18]  [ 710/1251]  eta: 0:04:19  lr: 2.996e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 5.6060 (5.2106)  acc1: 14.8438 (17.1683)  acc5: 32.0312 (35.8205)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [18]  [ 720/1251]  eta: 0:04:14  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.1070 (5.2051)  acc1: 19.1406 (17.2444)  acc5: 37.8906 (35.9288)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [18]  [ 730/1251]  eta: 0:04:09  lr: 2.996e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.6702 (5.2030)  acc1: 21.0938 (17.2703)  acc5: 42.5781 (35.9610)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [18]  [ 740/1251]  eta: 0:04:04  lr: 2.996e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.8712 (5.2034)  acc1: 19.5312 (17.2692)  acc5: 40.2344 (35.9570)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [18]  [ 750/1251]  eta: 0:03:59  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.4320 (5.2063)  acc1: 16.7969 (17.2468)  acc5: 33.9844 (35.9131)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [18]  [ 760/1251]  eta: 0:03:55  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.3009 (5.2067)  acc1: 17.5781 (17.2609)  acc5: 37.5000 (35.9277)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [18]  [ 770/1251]  eta: 0:03:50  lr: 2.996e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 5.2761 (5.2087)  acc1: 16.7969 (17.2280)  acc5: 37.5000 (35.8792)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [18]  [ 780/1251]  eta: 0:03:45  lr: 2.996e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.2497 (5.2083)  acc1: 15.2344 (17.2395)  acc5: 35.9375 (35.8955)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [18]  [ 790/1251]  eta: 0:03:40  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.3196 (5.2112)  acc1: 16.4062 (17.2176)  acc5: 37.1094 (35.8649)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [18]  [ 800/1251]  eta: 0:03:35  lr: 2.996e-02  img/s: 5.03e+02  pen: 4.2e-02  loss: 5.5279 (5.2126)  acc1: 14.4531 (17.2099)  acc5: 32.4219 (35.8448)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [18]  [ 810/1251]  eta: 0:03:31  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.5279 (5.2153)  acc1: 14.0625 (17.2024)  acc5: 30.8594 (35.8171)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [18]  [ 820/1251]  eta: 0:03:26  lr: 2.996e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.5182 (5.2179)  acc1: 14.0625 (17.1889)  acc5: 30.8594 (35.7933)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [18]  [ 830/1251]  eta: 0:03:21  lr: 2.996e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.3965 (5.2192)  acc1: 16.4062 (17.2007)  acc5: 37.5000 (35.8054)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [18]  [ 840/1251]  eta: 0:03:16  lr: 2.996e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.2624 (5.2201)  acc1: 16.4062 (17.1819)  acc5: 39.4531 (35.7968)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [18]  [ 850/1251]  eta: 0:03:11  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.9419 (5.2172)  acc1: 18.7500 (17.2114)  acc5: 40.2344 (35.8324)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [18]  [ 860/1251]  eta: 0:03:07  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.8906 (5.2180)  acc1: 18.7500 (17.2088)  acc5: 40.2344 (35.8232)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [18]  [ 870/1251]  eta: 0:03:02  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.5113 (5.2224)  acc1: 14.8438 (17.1669)  acc5: 29.6875 (35.7559)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [18]  [ 880/1251]  eta: 0:02:57  lr: 2.996e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 5.5113 (5.2230)  acc1: 12.1094 (17.1569)  acc5: 29.6875 (35.7544)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [18]  [ 890/1251]  eta: 0:02:52  lr: 2.996e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 5.2485 (5.2222)  acc1: 17.1875 (17.1691)  acc5: 38.6719 (35.7779)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [18]  [ 900/1251]  eta: 0:02:47  lr: 2.996e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.4860 (5.2244)  acc1: 16.7969 (17.1433)  acc5: 35.9375 (35.7411)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [18]  [ 910/1251]  eta: 0:02:43  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.6453 (5.2272)  acc1: 12.8906 (17.1086)  acc5: 28.9062 (35.6759)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [18]  [ 920/1251]  eta: 0:02:38  lr: 2.996e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.0899 (5.2245)  acc1: 16.4062 (17.1459)  acc5: 35.9375 (35.7356)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [18]  [ 930/1251]  eta: 0:02:33  lr: 2.996e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.8765 (5.2241)  acc1: 20.3125 (17.1569)  acc5: 40.6250 (35.7592)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [18]  [ 940/1251]  eta: 0:02:28  lr: 2.996e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 5.5996 (5.2245)  acc1: 16.4062 (17.1597)  acc5: 35.1562 (35.7420)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [18]  [ 950/1251]  eta: 0:02:23  lr: 2.996e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.5490 (5.2255)  acc1: 15.2344 (17.1587)  acc5: 34.3750 (35.7272)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [18]  [ 960/1251]  eta: 0:02:19  lr: 2.996e-02  img/s: 5.07e+02  pen: 3.8e-02  loss: 5.5713 (5.2280)  acc1: 15.2344 (17.1469)  acc5: 32.0312 (35.6993)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [18]  [ 970/1251]  eta: 0:02:14  lr: 2.996e-02  img/s: 5.34e+02  pen: 4.5e-02  loss: 5.2110 (5.2247)  acc1: 17.5781 (17.1807)  acc5: 36.3281 (35.7508)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [18]  [ 980/1251]  eta: 0:02:09  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.7273 (5.2228)  acc1: 21.4844 (17.2166)  acc5: 44.5312 (35.8005)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [18]  [ 990/1251]  eta: 0:02:04  lr: 2.996e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 5.2231 (5.2242)  acc1: 18.7500 (17.2060)  acc5: 34.7656 (35.7747)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [18]  [1000/1251]  eta: 0:01:59  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.0537 (5.2229)  acc1: 16.7969 (17.2277)  acc5: 39.0625 (35.8157)  time: 0.4771  data: 0.0003  max mem: 42896
Epoch: [18]  [1010/1251]  eta: 0:01:55  lr: 2.996e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.2128 (5.2244)  acc1: 17.9688 (17.2126)  acc5: 39.0625 (35.7880)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [18]  [1020/1251]  eta: 0:01:50  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.2128 (5.2238)  acc1: 17.9688 (17.2124)  acc5: 33.5938 (35.7940)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [18]  [1030/1251]  eta: 0:01:45  lr: 2.996e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.2550 (5.2255)  acc1: 15.2344 (17.1977)  acc5: 35.1562 (35.7742)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [18]  [1040/1251]  eta: 0:01:40  lr: 2.996e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 5.4365 (5.2260)  acc1: 15.2344 (17.1946)  acc5: 34.7656 (35.7626)  time: 0.4771  data: 0.0003  max mem: 42896
Epoch: [18]  [1050/1251]  eta: 0:01:36  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 5.4365 (5.2267)  acc1: 15.6250 (17.1801)  acc5: 34.7656 (35.7468)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [18]  [1060/1251]  eta: 0:01:31  lr: 2.996e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.4284 (5.2286)  acc1: 15.6250 (17.1636)  acc5: 32.4219 (35.7236)  time: 0.4772  data: 0.0004  max mem: 42896
Epoch: [18]  [1070/1251]  eta: 0:01:26  lr: 2.996e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.4284 (5.2288)  acc1: 15.6250 (17.1649)  acc5: 34.7656 (35.7274)  time: 0.4772  data: 0.0004  max mem: 42896
Epoch: [18]  [1080/1251]  eta: 0:01:21  lr: 2.996e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.2689 (5.2288)  acc1: 13.2812 (17.1517)  acc5: 34.7656 (35.7088)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [18]  [1090/1251]  eta: 0:01:16  lr: 2.996e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.2770 (5.2300)  acc1: 15.6250 (17.1445)  acc5: 33.5938 (35.6944)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [18]  [1100/1251]  eta: 0:01:12  lr: 2.996e-02  img/s: 5.43e+02  pen: 4.0e-02  loss: 5.5833 (5.2315)  acc1: 14.8438 (17.1219)  acc5: 32.4219 (35.6661)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [18]  [1110/1251]  eta: 0:01:07  lr: 2.996e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 5.2448 (5.2293)  acc1: 16.4062 (17.1460)  acc5: 37.5000 (35.7054)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [18]  [1120/1251]  eta: 0:01:02  lr: 2.996e-02  img/s: 4.89e+02  pen: 4.0e-02  loss: 4.9028 (5.2279)  acc1: 20.7031 (17.1687)  acc5: 42.1875 (35.7451)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [18]  [1130/1251]  eta: 0:00:57  lr: 2.996e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 5.0914 (5.2276)  acc1: 19.9219 (17.1875)  acc5: 42.1875 (35.7717)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [18]  [1140/1251]  eta: 0:00:53  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.0985 (5.2277)  acc1: 17.5781 (17.1827)  acc5: 38.6719 (35.7615)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [18]  [1150/1251]  eta: 0:00:48  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.7823 (5.2250)  acc1: 19.5312 (17.2140)  acc5: 40.2344 (35.8096)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [18]  [1160/1251]  eta: 0:00:43  lr: 2.996e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.7363 (5.2243)  acc1: 21.0938 (17.2094)  acc5: 40.6250 (35.7895)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [18]  [1170/1251]  eta: 0:00:38  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.0890 (5.2236)  acc1: 20.3125 (17.2232)  acc5: 38.2812 (35.8087)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [18]  [1180/1251]  eta: 0:00:33  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.4425 (5.2245)  acc1: 17.5781 (17.2282)  acc5: 37.1094 (35.8065)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [18]  [1190/1251]  eta: 0:00:29  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.4412 (5.2229)  acc1: 16.7969 (17.2406)  acc5: 37.1094 (35.8260)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [18]  [1200/1251]  eta: 0:00:24  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.2139 (5.2241)  acc1: 17.1875 (17.2327)  acc5: 35.9375 (35.8116)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [18]  [1210/1251]  eta: 0:00:19  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.4283 (5.2248)  acc1: 17.1875 (17.2304)  acc5: 33.5938 (35.8046)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [18]  [1220/1251]  eta: 0:00:14  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.4314 (5.2269)  acc1: 14.0625 (17.2118)  acc5: 29.2969 (35.7657)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [18]  [1230/1251]  eta: 0:00:10  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.3472 (5.2256)  acc1: 17.1875 (17.2389)  acc5: 36.3281 (35.7944)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [18]  [1240/1251]  eta: 0:00:05  lr: 2.996e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 5.3431 (5.2254)  acc1: 19.9219 (17.2492)  acc5: 36.7188 (35.8003)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [18]  [1250/1251]  eta: 0:00:00  lr: 2.996e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.8117 (5.2227)  acc1: 21.8750 (17.2827)  acc5: 42.1875 (35.8429)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [18] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:26  loss: 3.7133 (3.7133)  acc1: 33.2031 (33.2031)  acc5: 67.5781 (67.5781)  time: 2.9822  data: 2.7319  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 25.244 Acc@5 49.068 Loss: 4.399
Test: EMA  [ 0/49]  eta: 0:02:13  loss: 5.9164 (5.9164)  acc1: 4.6875 (4.6875)  acc5: 13.2812 (13.2812)  time: 2.7256  data: 2.4795  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 5.400 Acc@5 15.346 Loss: 5.955
Epoch: [19]  [   0/1251]  eta: 1:09:30  lr: 2.996e-02  img/s: 5.17e+02  pen: 4.0e-02  loss: 6.1021 (6.1021)  acc1: 9.3750 (9.3750)  acc5: 19.1406 (19.1406)  time: 3.3337  data: 2.8382  max mem: 42896
Epoch: [19]  [  10/1251]  eta: 0:15:12  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.3538 (5.2425)  acc1: 19.1406 (18.1818)  acc5: 41.4062 (37.1094)  time: 0.7354  data: 0.2583  max mem: 42896
Epoch: [19]  [  20/1251]  eta: 0:12:31  lr: 2.996e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.1597 (5.2252)  acc1: 20.3125 (18.4524)  acc5: 41.4062 (36.6257)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [19]  [  30/1251]  eta: 0:11:31  lr: 2.996e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 5.2118 (5.2255)  acc1: 20.3125 (18.0822)  acc5: 35.5469 (36.1013)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [19]  [  40/1251]  eta: 0:10:59  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.2686 (5.2337)  acc1: 16.7969 (17.7782)  acc5: 35.5469 (35.3563)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [19]  [  50/1251]  eta: 0:10:37  lr: 2.996e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.9297 (5.1883)  acc1: 19.1406 (18.2521)  acc5: 40.2344 (36.0677)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [19]  [  60/1251]  eta: 0:10:21  lr: 2.996e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.8749 (5.1518)  acc1: 21.0938 (18.7308)  acc5: 40.6250 (36.9557)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [19]  [  70/1251]  eta: 0:10:08  lr: 2.996e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.2263 (5.1594)  acc1: 21.0938 (18.5464)  acc5: 36.7188 (36.7958)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [19]  [  80/1251]  eta: 0:09:57  lr: 2.996e-02  img/s: 5.39e+02  pen: 3.7e-02  loss: 5.5614 (5.2231)  acc1: 14.4531 (17.8627)  acc5: 31.2500 (35.8121)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [19]  [  90/1251]  eta: 0:09:48  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.5614 (5.2184)  acc1: 16.0156 (17.9816)  acc5: 32.8125 (36.0706)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [19]  [ 100/1251]  eta: 0:09:39  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.1431 (5.2156)  acc1: 18.3594 (17.8489)  acc5: 39.4531 (35.9762)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [19]  [ 110/1251]  eta: 0:09:31  lr: 2.996e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.2848 (5.2241)  acc1: 16.4062 (17.7013)  acc5: 36.3281 (35.7123)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [19]  [ 120/1251]  eta: 0:09:23  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 5.4320 (5.2229)  acc1: 17.1875 (17.7428)  acc5: 35.9375 (35.7987)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [19]  [ 130/1251]  eta: 0:09:17  lr: 2.996e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.3140 (5.2208)  acc1: 19.1406 (17.7570)  acc5: 38.2812 (35.8779)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [19]  [ 140/1251]  eta: 0:09:10  lr: 2.996e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.9592 (5.2090)  acc1: 19.1406 (17.8164)  acc5: 39.8438 (35.9264)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [19]  [ 150/1251]  eta: 0:09:03  lr: 2.996e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.4388 (5.2211)  acc1: 16.7969 (17.6325)  acc5: 34.7656 (35.7150)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [19]  [ 160/1251]  eta: 0:08:57  lr: 2.996e-02  img/s: 5.10e+02  pen: 4.5e-02  loss: 5.4032 (5.2042)  acc1: 18.3594 (17.7965)  acc5: 36.7188 (36.0030)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [19]  [ 170/1251]  eta: 0:08:51  lr: 2.996e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.0761 (5.2066)  acc1: 18.7500 (17.7723)  acc5: 36.7188 (35.9329)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [19]  [ 180/1251]  eta: 0:08:45  lr: 2.996e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.8309 (5.1852)  acc1: 22.2656 (18.0227)  acc5: 43.3594 (36.2612)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [19]  [ 190/1251]  eta: 0:08:39  lr: 2.996e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.5576 (5.1617)  acc1: 22.6562 (18.2223)  acc5: 44.5312 (36.5715)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [19]  [ 200/1251]  eta: 0:08:33  lr: 2.996e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.6883 (5.1632)  acc1: 21.0938 (18.2175)  acc5: 43.3594 (36.5730)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [19]  [ 210/1251]  eta: 0:08:28  lr: 2.996e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.1664 (5.1601)  acc1: 20.3125 (18.2039)  acc5: 41.0156 (36.5410)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [19]  [ 220/1251]  eta: 0:08:22  lr: 2.996e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.8610 (5.1540)  acc1: 20.7031 (18.2904)  acc5: 41.4062 (36.6463)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [19]  [ 230/1251]  eta: 0:08:17  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.9535 (5.1523)  acc1: 20.7031 (18.3340)  acc5: 40.2344 (36.6951)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [19]  [ 240/1251]  eta: 0:08:12  lr: 2.996e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.9535 (5.1440)  acc1: 20.3125 (18.3967)  acc5: 39.8438 (36.8176)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [19]  [ 250/1251]  eta: 0:08:06  lr: 2.996e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.8616 (5.1427)  acc1: 20.3125 (18.4574)  acc5: 39.8438 (36.9429)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [19]  [ 260/1251]  eta: 0:08:01  lr: 2.996e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 5.4821 (5.1469)  acc1: 18.7500 (18.4776)  acc5: 37.8906 (36.9881)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [19]  [ 270/1251]  eta: 0:07:56  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.1952 (5.1440)  acc1: 18.7500 (18.5266)  acc5: 37.8906 (37.0186)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [19]  [ 280/1251]  eta: 0:07:50  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.9468 (5.1384)  acc1: 20.7031 (18.5874)  acc5: 41.7969 (37.1608)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [19]  [ 290/1251]  eta: 0:07:45  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.0121 (5.1415)  acc1: 19.5312 (18.5970)  acc5: 41.7969 (37.1819)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [19]  [ 300/1251]  eta: 0:07:40  lr: 2.996e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 5.1613 (5.1428)  acc1: 18.7500 (18.5540)  acc5: 39.0625 (37.1198)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [19]  [ 310/1251]  eta: 0:07:35  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.1236 (5.1402)  acc1: 18.7500 (18.5980)  acc5: 37.5000 (37.2249)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [19]  [ 320/1251]  eta: 0:07:30  lr: 2.996e-02  img/s: 5.09e+02  pen: 4.0e-02  loss: 4.7094 (5.1369)  acc1: 21.8750 (18.5809)  acc5: 43.3594 (37.2250)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [19]  [ 330/1251]  eta: 0:07:25  lr: 2.996e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.7902 (5.1374)  acc1: 20.3125 (18.6072)  acc5: 40.6250 (37.2368)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [19]  [ 340/1251]  eta: 0:07:20  lr: 2.996e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.2908 (5.1400)  acc1: 19.9219 (18.5954)  acc5: 40.6250 (37.1999)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [19]  [ 350/1251]  eta: 0:07:15  lr: 2.996e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 5.4928 (5.1510)  acc1: 16.7969 (18.4729)  acc5: 32.0312 (37.0070)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [19]  [ 360/1251]  eta: 0:07:10  lr: 2.996e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.4897 (5.1485)  acc1: 15.6250 (18.5033)  acc5: 37.5000 (37.0867)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [19]  [ 370/1251]  eta: 0:07:05  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.1498 (5.1508)  acc1: 20.3125 (18.5215)  acc5: 40.2344 (37.0936)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [19]  [ 380/1251]  eta: 0:07:00  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.1285 (5.1493)  acc1: 19.9219 (18.5306)  acc5: 40.2344 (37.1145)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [19]  [ 390/1251]  eta: 0:06:55  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.1859 (5.1489)  acc1: 19.1406 (18.5322)  acc5: 40.2344 (37.1224)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [19]  [ 400/1251]  eta: 0:06:50  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 5.1859 (5.1500)  acc1: 18.7500 (18.4909)  acc5: 40.2344 (37.0977)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [19]  [ 410/1251]  eta: 0:06:45  lr: 2.996e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 5.0875 (5.1489)  acc1: 18.7500 (18.4962)  acc5: 39.4531 (37.1521)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [19]  [ 420/1251]  eta: 0:06:40  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.2575 (5.1572)  acc1: 17.5781 (18.3974)  acc5: 39.4531 (37.0454)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [19]  [ 430/1251]  eta: 0:06:35  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 5.1907 (5.1502)  acc1: 18.3594 (18.4645)  acc5: 39.8438 (37.1384)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [19]  [ 440/1251]  eta: 0:06:30  lr: 2.996e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.0641 (5.1535)  acc1: 20.3125 (18.4736)  acc5: 38.6719 (37.1209)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [19]  [ 450/1251]  eta: 0:06:25  lr: 2.996e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.4333 (5.1544)  acc1: 17.9688 (18.4607)  acc5: 36.7188 (37.1293)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [19]  [ 460/1251]  eta: 0:06:20  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.1408 (5.1535)  acc1: 19.9219 (18.4178)  acc5: 39.4531 (37.0746)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [19]  [ 470/1251]  eta: 0:06:15  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.8761 (5.1485)  acc1: 20.3125 (18.4688)  acc5: 41.7969 (37.1832)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [19]  [ 480/1251]  eta: 0:06:10  lr: 2.996e-02  img/s: 5.08e+02  pen: 4.9e-02  loss: 5.0448 (5.1488)  acc1: 20.3125 (18.4560)  acc5: 39.8438 (37.1800)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [19]  [ 490/1251]  eta: 0:06:05  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.2092 (5.1474)  acc1: 16.0156 (18.4620)  acc5: 35.9375 (37.2152)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [19]  [ 500/1251]  eta: 0:06:01  lr: 2.996e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 5.4073 (5.1526)  acc1: 17.9688 (18.4085)  acc5: 35.9375 (37.1546)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [19]  [ 510/1251]  eta: 0:05:56  lr: 2.996e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.5415 (5.1576)  acc1: 16.0156 (18.3739)  acc5: 35.9375 (37.1017)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [19]  [ 520/1251]  eta: 0:05:51  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.1179 (5.1524)  acc1: 17.5781 (18.4164)  acc5: 37.8906 (37.1731)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [19]  [ 530/1251]  eta: 0:05:46  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.8610 (5.1508)  acc1: 21.0938 (18.4248)  acc5: 41.7969 (37.1837)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [19]  [ 540/1251]  eta: 0:05:41  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.2852 (5.1538)  acc1: 17.5781 (18.3976)  acc5: 35.5469 (37.1426)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [19]  [ 550/1251]  eta: 0:05:36  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.3388 (5.1575)  acc1: 17.5781 (18.3721)  acc5: 36.7188 (37.1037)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [19]  [ 560/1251]  eta: 0:05:31  lr: 2.996e-02  img/s: 5.38e+02  pen: 4.8e-02  loss: 5.0425 (5.1540)  acc1: 20.7031 (18.4151)  acc5: 41.7969 (37.1811)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [19]  [ 570/1251]  eta: 0:05:26  lr: 2.996e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.0289 (5.1572)  acc1: 18.3594 (18.3936)  acc5: 37.5000 (37.1313)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [19]  [ 580/1251]  eta: 0:05:22  lr: 2.996e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.4794 (5.1584)  acc1: 17.5781 (18.3896)  acc5: 35.9375 (37.1221)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [19]  [ 590/1251]  eta: 0:05:17  lr: 2.996e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 5.5892 (5.1629)  acc1: 15.6250 (18.3402)  acc5: 31.6406 (37.0572)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [19]  [ 600/1251]  eta: 0:05:12  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.5995 (5.1635)  acc1: 14.4531 (18.3158)  acc5: 30.8594 (37.0372)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [19]  [ 610/1251]  eta: 0:05:07  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.8703 (5.1592)  acc1: 19.5312 (18.3517)  acc5: 42.9688 (37.0864)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [19]  [ 620/1251]  eta: 0:05:02  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.6762 (5.1567)  acc1: 21.0938 (18.3474)  acc5: 41.0156 (37.0748)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [19]  [ 630/1251]  eta: 0:04:57  lr: 2.996e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 5.3140 (5.1596)  acc1: 19.1406 (18.3272)  acc5: 35.5469 (37.0153)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [19]  [ 640/1251]  eta: 0:04:53  lr: 2.996e-02  img/s: 4.94e+02  pen: 4.6e-02  loss: 4.7719 (5.1541)  acc1: 20.3125 (18.3813)  acc5: 41.4062 (37.0966)  time: 0.4771  data: 0.0004  max mem: 42896
Epoch: [19]  [ 650/1251]  eta: 0:04:48  lr: 2.996e-02  img/s: 5.38e+02  pen: 3.9e-02  loss: 4.6109 (5.1509)  acc1: 21.8750 (18.4134)  acc5: 44.1406 (37.1598)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [19]  [ 660/1251]  eta: 0:04:43  lr: 2.996e-02  img/s: 5.36e+02  pen: 4.0e-02  loss: 4.8752 (5.1506)  acc1: 21.8750 (18.4025)  acc5: 42.5781 (37.1194)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [19]  [ 670/1251]  eta: 0:04:38  lr: 2.996e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.9761 (5.1502)  acc1: 21.0938 (18.4170)  acc5: 39.4531 (37.1338)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [19]  [ 680/1251]  eta: 0:04:33  lr: 2.996e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 5.3576 (5.1533)  acc1: 15.2344 (18.3938)  acc5: 33.5938 (37.0887)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [19]  [ 690/1251]  eta: 0:04:28  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.5513 (5.1572)  acc1: 14.4531 (18.3611)  acc5: 28.9062 (37.0365)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [19]  [ 700/1251]  eta: 0:04:24  lr: 2.996e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.1674 (5.1518)  acc1: 18.7500 (18.4034)  acc5: 38.2812 (37.1333)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [19]  [ 710/1251]  eta: 0:04:19  lr: 2.996e-02  img/s: 5.35e+02  pen: 4.3e-02  loss: 4.7101 (5.1531)  acc1: 21.0938 (18.3967)  acc5: 42.9688 (37.1099)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [19]  [ 720/1251]  eta: 0:04:14  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.8256 (5.1501)  acc1: 21.8750 (18.4190)  acc5: 42.5781 (37.1538)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [19]  [ 730/1251]  eta: 0:04:09  lr: 2.996e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.9117 (5.1497)  acc1: 20.3125 (18.4107)  acc5: 41.0156 (37.1617)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [19]  [ 740/1251]  eta: 0:04:04  lr: 2.996e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 5.5398 (5.1555)  acc1: 16.4062 (18.3267)  acc5: 31.2500 (37.0213)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [19]  [ 750/1251]  eta: 0:03:59  lr: 2.996e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.6115 (5.1560)  acc1: 15.2344 (18.3391)  acc5: 30.0781 (37.0215)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [19]  [ 760/1251]  eta: 0:03:55  lr: 2.996e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.5628 (5.1622)  acc1: 16.7969 (18.2695)  acc5: 29.6875 (36.8999)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [19]  [ 770/1251]  eta: 0:03:50  lr: 2.996e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 5.5831 (5.1620)  acc1: 14.8438 (18.2819)  acc5: 29.6875 (36.9118)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [19]  [ 780/1251]  eta: 0:03:45  lr: 2.996e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.4026 (5.1640)  acc1: 17.5781 (18.2523)  acc5: 37.8906 (36.8543)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [19]  [ 790/1251]  eta: 0:03:40  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.4197 (5.1638)  acc1: 17.9688 (18.2532)  acc5: 34.7656 (36.8615)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [19]  [ 800/1251]  eta: 0:03:35  lr: 2.996e-02  img/s: 5.08e+02  pen: 4.0e-02  loss: 4.8727 (5.1608)  acc1: 19.1406 (18.2911)  acc5: 37.5000 (36.9167)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [19]  [ 810/1251]  eta: 0:03:31  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.6807 (5.1568)  acc1: 20.3125 (18.3314)  acc5: 42.5781 (36.9971)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [19]  [ 820/1251]  eta: 0:03:26  lr: 2.996e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.0704 (5.1594)  acc1: 19.5312 (18.2942)  acc5: 39.8438 (36.9172)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [19]  [ 830/1251]  eta: 0:03:21  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.1585 (5.1562)  acc1: 20.7031 (18.3354)  acc5: 39.0625 (36.9778)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [19]  [ 840/1251]  eta: 0:03:16  lr: 2.996e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.9499 (5.1573)  acc1: 21.4844 (18.3478)  acc5: 40.2344 (37.0012)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [19]  [ 850/1251]  eta: 0:03:11  lr: 2.996e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.0611 (5.1556)  acc1: 21.4844 (18.3787)  acc5: 40.2344 (37.0382)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [19]  [ 860/1251]  eta: 0:03:07  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.8969 (5.1544)  acc1: 20.7031 (18.3807)  acc5: 42.5781 (37.0717)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [19]  [ 870/1251]  eta: 0:03:02  lr: 2.996e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 5.0144 (5.1535)  acc1: 19.5312 (18.3908)  acc5: 41.0156 (37.0964)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [19]  [ 880/1251]  eta: 0:02:57  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.1850 (5.1556)  acc1: 18.7500 (18.3682)  acc5: 38.6719 (37.0695)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [19]  [ 890/1251]  eta: 0:02:52  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.4062 (5.1568)  acc1: 17.5781 (18.3585)  acc5: 34.3750 (37.0616)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [19]  [ 900/1251]  eta: 0:02:47  lr: 2.996e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.4062 (5.1580)  acc1: 19.1406 (18.3693)  acc5: 35.9375 (37.0634)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [19]  [ 910/1251]  eta: 0:02:43  lr: 2.996e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.2919 (5.1583)  acc1: 19.1406 (18.3589)  acc5: 39.0625 (37.0519)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [19]  [ 920/1251]  eta: 0:02:38  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.9946 (5.1581)  acc1: 20.3125 (18.3615)  acc5: 40.2344 (37.0555)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [19]  [ 930/1251]  eta: 0:02:33  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.7612 (5.1541)  acc1: 21.0938 (18.4001)  acc5: 41.7969 (37.1140)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [19]  [ 940/1251]  eta: 0:02:28  lr: 2.996e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.9434 (5.1565)  acc1: 19.9219 (18.3872)  acc5: 37.5000 (37.0791)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [19]  [ 950/1251]  eta: 0:02:23  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.9434 (5.1515)  acc1: 19.9219 (18.4193)  acc5: 39.4531 (37.1468)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [19]  [ 960/1251]  eta: 0:02:19  lr: 2.996e-02  img/s: 5.07e+02  pen: 3.9e-02  loss: 4.6983 (5.1523)  acc1: 20.3125 (18.4183)  acc5: 40.2344 (37.1488)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [19]  [ 970/1251]  eta: 0:02:14  lr: 2.996e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.3852 (5.1534)  acc1: 18.3594 (18.4105)  acc5: 37.5000 (37.1601)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [19]  [ 980/1251]  eta: 0:02:09  lr: 2.996e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.0882 (5.1514)  acc1: 19.5312 (18.4386)  acc5: 40.2344 (37.1998)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [19]  [ 990/1251]  eta: 0:02:04  lr: 2.996e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.1242 (5.1539)  acc1: 19.5312 (18.4177)  acc5: 37.8906 (37.1646)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [19]  [1000/1251]  eta: 0:01:59  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.3551 (5.1546)  acc1: 18.7500 (18.4109)  acc5: 35.9375 (37.1449)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [19]  [1010/1251]  eta: 0:01:55  lr: 2.996e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 5.0213 (5.1541)  acc1: 18.7500 (18.4146)  acc5: 39.4531 (37.1465)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [19]  [1020/1251]  eta: 0:01:50  lr: 2.996e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.9323 (5.1530)  acc1: 18.7500 (18.4099)  acc5: 43.3594 (37.1683)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [19]  [1030/1251]  eta: 0:01:45  lr: 2.996e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.9323 (5.1537)  acc1: 17.5781 (18.4018)  acc5: 39.0625 (37.1435)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [19]  [1040/1251]  eta: 0:01:40  lr: 2.996e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.1125 (5.1525)  acc1: 17.5781 (18.4202)  acc5: 34.7656 (37.1480)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [19]  [1050/1251]  eta: 0:01:36  lr: 2.996e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.1125 (5.1519)  acc1: 21.0938 (18.4229)  acc5: 41.4062 (37.1387)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [19]  [1060/1251]  eta: 0:01:31  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.0786 (5.1504)  acc1: 20.7031 (18.4444)  acc5: 41.0156 (37.1683)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [19]  [1070/1251]  eta: 0:01:26  lr: 2.996e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.0786 (5.1510)  acc1: 20.3125 (18.4371)  acc5: 37.5000 (37.1604)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [19]  [1080/1251]  eta: 0:01:21  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.3929 (5.1515)  acc1: 17.9688 (18.4501)  acc5: 35.5469 (37.1650)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [19]  [1090/1251]  eta: 0:01:16  lr: 2.996e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.1806 (5.1501)  acc1: 18.7500 (18.4664)  acc5: 37.8906 (37.1781)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [19]  [1100/1251]  eta: 0:01:12  lr: 2.996e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 5.1435 (5.1504)  acc1: 19.5312 (18.4580)  acc5: 39.8438 (37.1849)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [19]  [1110/1251]  eta: 0:01:07  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.9328 (5.1482)  acc1: 19.5312 (18.4620)  acc5: 42.1875 (37.2219)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [19]  [1120/1251]  eta: 0:01:02  lr: 2.996e-02  img/s: 5.09e+02  pen: 4.3e-02  loss: 4.6727 (5.1460)  acc1: 21.0938 (18.4824)  acc5: 42.5781 (37.2575)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [19]  [1130/1251]  eta: 0:00:57  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.5952 (5.1437)  acc1: 20.3125 (18.4961)  acc5: 42.9688 (37.3014)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [19]  [1140/1251]  eta: 0:00:53  lr: 2.996e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 5.1539 (5.1451)  acc1: 18.7500 (18.4840)  acc5: 38.2812 (37.2785)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [19]  [1150/1251]  eta: 0:00:48  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.4633 (5.1458)  acc1: 15.6250 (18.4846)  acc5: 35.5469 (37.2794)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [19]  [1160/1251]  eta: 0:00:43  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 5.1712 (5.1454)  acc1: 18.7500 (18.4889)  acc5: 39.0625 (37.2897)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [19]  [1170/1251]  eta: 0:00:38  lr: 2.996e-02  img/s: 5.35e+02  pen: 4.3e-02  loss: 4.7813 (5.1441)  acc1: 20.3125 (18.5038)  acc5: 44.5312 (37.3175)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [19]  [1180/1251]  eta: 0:00:33  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.0209 (5.1451)  acc1: 19.1406 (18.5079)  acc5: 38.6719 (37.3207)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [19]  [1190/1251]  eta: 0:00:29  lr: 2.996e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 5.3804 (5.1460)  acc1: 18.7500 (18.5099)  acc5: 35.9375 (37.3114)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [19]  [1200/1251]  eta: 0:00:24  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.3804 (5.1485)  acc1: 17.9688 (18.4859)  acc5: 35.9375 (37.2652)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [19]  [1210/1251]  eta: 0:00:19  lr: 2.996e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.2665 (5.1478)  acc1: 19.1406 (18.4955)  acc5: 37.8906 (37.2845)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [19]  [1220/1251]  eta: 0:00:14  lr: 2.996e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 5.0460 (5.1486)  acc1: 19.1406 (18.4944)  acc5: 39.8438 (37.2869)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [19]  [1230/1251]  eta: 0:00:10  lr: 2.996e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.9950 (5.1469)  acc1: 19.5312 (18.5130)  acc5: 41.0156 (37.3226)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [19]  [1240/1251]  eta: 0:00:05  lr: 2.996e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.0331 (5.1479)  acc1: 21.4844 (18.5098)  acc5: 41.0156 (37.3033)  time: 0.4743  data: 0.0006  max mem: 42896
Epoch: [19]  [1250/1251]  eta: 0:00:00  lr: 2.996e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.0856 (5.1462)  acc1: 20.3125 (18.5224)  acc5: 39.4531 (37.3136)  time: 0.4754  data: 0.0005  max mem: 42896
Epoch: [19] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:37  loss: 3.3532 (3.3532)  acc1: 45.7031 (45.7031)  acc5: 71.4844 (71.4844)  time: 3.2212  data: 2.9703  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 29.568 Acc@5 54.868 Loss: 4.176
Test: EMA  [ 0/49]  eta: 0:02:57  loss: 6.0931 (6.0931)  acc1: 3.5156 (3.5156)  acc5: 10.1562 (10.1562)  time: 3.6208  data: 3.3697  max mem: 42896
Test: EMA Total time: 0:00:17
Test: EMA Acc@1 4.760 Acc@5 13.776 Loss: 6.086
Epoch: [20]  [   0/1251]  eta: 1:08:35  lr: 2.995e-02  img/s: 5.06e+02  pen: 4.0e-02  loss: 5.7907 (5.7907)  acc1: 12.5000 (12.5000)  acc5: 22.6562 (22.6562)  time: 3.2895  data: 2.7835  max mem: 42896
Epoch: [20]  [  10/1251]  eta: 0:15:08  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.2568 (5.0813)  acc1: 19.5312 (18.6435)  acc5: 39.8438 (37.3580)  time: 0.7320  data: 0.2533  max mem: 42896
Epoch: [20]  [  20/1251]  eta: 0:12:29  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.0316 (5.0469)  acc1: 19.5312 (18.8616)  acc5: 41.0156 (38.5045)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [20]  [  30/1251]  eta: 0:11:29  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.8025 (4.9995)  acc1: 21.0938 (19.3170)  acc5: 41.0156 (38.9743)  time: 0.4732  data: 0.0004  max mem: 42896
Epoch: [20]  [  40/1251]  eta: 0:10:58  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.8025 (5.0199)  acc1: 21.0938 (19.0835)  acc5: 41.0156 (38.7005)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [20]  [  50/1251]  eta: 0:10:36  lr: 2.995e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.0393 (5.0184)  acc1: 21.0938 (19.3015)  acc5: 41.0156 (38.9323)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [20]  [  60/1251]  eta: 0:10:19  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.0653 (5.0653)  acc1: 19.9219 (18.8973)  acc5: 39.8438 (38.3133)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [20]  [  70/1251]  eta: 0:10:07  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.4055 (5.0785)  acc1: 16.7969 (18.9096)  acc5: 33.5938 (38.2702)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [20]  [  80/1251]  eta: 0:09:56  lr: 2.995e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 5.2200 (5.0929)  acc1: 18.7500 (18.9574)  acc5: 38.6719 (38.1896)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [20]  [  90/1251]  eta: 0:09:47  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.2125 (5.1051)  acc1: 19.1406 (18.8788)  acc5: 39.8438 (38.0881)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [20]  [ 100/1251]  eta: 0:09:38  lr: 2.995e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 5.2125 (5.1147)  acc1: 19.9219 (18.8428)  acc5: 40.2344 (37.9061)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [20]  [ 110/1251]  eta: 0:09:30  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.1061 (5.1196)  acc1: 19.9219 (18.7043)  acc5: 41.7969 (37.6971)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [20]  [ 120/1251]  eta: 0:09:23  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.8637 (5.1140)  acc1: 22.2656 (18.8791)  acc5: 42.5781 (37.8745)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [20]  [ 130/1251]  eta: 0:09:16  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.2294 (5.1329)  acc1: 21.8750 (18.7202)  acc5: 41.0156 (37.6521)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [20]  [ 140/1251]  eta: 0:09:09  lr: 2.995e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.4417 (5.1606)  acc1: 16.7969 (18.5561)  acc5: 34.3750 (37.3227)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [20]  [ 150/1251]  eta: 0:09:03  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.8796 (5.1259)  acc1: 21.8750 (18.8483)  acc5: 41.4062 (37.8415)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [20]  [ 160/1251]  eta: 0:08:57  lr: 2.995e-02  img/s: 5.08e+02  pen: 4.3e-02  loss: 4.5045 (5.0972)  acc1: 23.0469 (19.1455)  acc5: 45.3125 (38.3201)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [20]  [ 170/1251]  eta: 0:08:51  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.5045 (5.1019)  acc1: 23.0469 (19.1064)  acc5: 45.3125 (38.2241)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [20]  [ 180/1251]  eta: 0:08:45  lr: 2.995e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 5.5187 (5.1185)  acc1: 17.9688 (18.8946)  acc5: 35.1562 (37.8345)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [20]  [ 190/1251]  eta: 0:08:39  lr: 2.995e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 5.2179 (5.1045)  acc1: 17.9688 (19.0097)  acc5: 37.8906 (38.0542)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [20]  [ 200/1251]  eta: 0:08:33  lr: 2.995e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 5.2179 (5.1180)  acc1: 20.3125 (18.9171)  acc5: 41.7969 (37.9275)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [20]  [ 210/1251]  eta: 0:08:28  lr: 2.995e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.0579 (5.1012)  acc1: 21.8750 (19.1147)  acc5: 41.7969 (38.2072)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [20]  [ 220/1251]  eta: 0:08:22  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.7212 (5.1073)  acc1: 20.7031 (19.0240)  acc5: 42.9688 (38.1434)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [20]  [ 230/1251]  eta: 0:08:17  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.1097 (5.1030)  acc1: 19.5312 (19.0155)  acc5: 41.0156 (38.1950)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [20]  [ 240/1251]  eta: 0:08:11  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.7651 (5.1039)  acc1: 20.3125 (19.0418)  acc5: 43.3594 (38.2148)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [20]  [ 250/1251]  eta: 0:08:06  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.4689 (5.1131)  acc1: 17.5781 (18.9383)  acc5: 34.3750 (38.0727)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [20]  [ 260/1251]  eta: 0:08:01  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.5125 (5.1207)  acc1: 15.6250 (18.8967)  acc5: 32.8125 (38.0193)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [20]  [ 270/1251]  eta: 0:07:56  lr: 2.995e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 5.1279 (5.1125)  acc1: 16.0156 (18.9749)  acc5: 41.0156 (38.1501)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [20]  [ 280/1251]  eta: 0:07:50  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.5531 (5.1100)  acc1: 21.8750 (19.0058)  acc5: 43.3594 (38.1631)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [20]  [ 290/1251]  eta: 0:07:45  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.9322 (5.1090)  acc1: 21.8750 (19.0601)  acc5: 41.0156 (38.2114)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [20]  [ 300/1251]  eta: 0:07:40  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.4072 (5.1210)  acc1: 17.5781 (18.9615)  acc5: 32.8125 (38.0451)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [20]  [ 310/1251]  eta: 0:07:35  lr: 2.995e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.6450 (5.1307)  acc1: 14.0625 (18.8517)  acc5: 30.8594 (37.8605)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [20]  [ 320/1251]  eta: 0:07:30  lr: 2.995e-02  img/s: 4.93e+02  pen: 4.4e-02  loss: 5.3940 (5.1338)  acc1: 16.7969 (18.8607)  acc5: 34.7656 (37.8480)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [20]  [ 330/1251]  eta: 0:07:25  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 5.3888 (5.1412)  acc1: 19.9219 (18.7984)  acc5: 35.9375 (37.6935)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [20]  [ 340/1251]  eta: 0:07:20  lr: 2.995e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.6760 (5.1500)  acc1: 15.6250 (18.7374)  acc5: 31.6406 (37.5080)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [20]  [ 350/1251]  eta: 0:07:15  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.4996 (5.1524)  acc1: 17.9688 (18.6944)  acc5: 36.3281 (37.4866)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [20]  [ 360/1251]  eta: 0:07:10  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.9978 (5.1475)  acc1: 19.9219 (18.8041)  acc5: 41.0156 (37.6591)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [20]  [ 370/1251]  eta: 0:07:05  lr: 2.995e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.9824 (5.1505)  acc1: 21.8750 (18.7658)  acc5: 41.4062 (37.5463)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [20]  [ 380/1251]  eta: 0:07:00  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.5462 (5.1595)  acc1: 14.8438 (18.6731)  acc5: 33.9844 (37.4262)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [20]  [ 390/1251]  eta: 0:06:55  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.5334 (5.1601)  acc1: 14.8438 (18.6541)  acc5: 33.9844 (37.3721)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [20]  [ 400/1251]  eta: 0:06:50  lr: 2.995e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.9926 (5.1577)  acc1: 18.3594 (18.6594)  acc5: 39.0625 (37.3958)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [20]  [ 410/1251]  eta: 0:06:45  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.8595 (5.1539)  acc1: 19.5312 (18.6892)  acc5: 40.6250 (37.4325)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [20]  [ 420/1251]  eta: 0:06:40  lr: 2.995e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.2226 (5.1554)  acc1: 22.6562 (18.7324)  acc5: 42.5781 (37.5148)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [20]  [ 430/1251]  eta: 0:06:35  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 5.0477 (5.1480)  acc1: 22.6562 (18.7917)  acc5: 42.9688 (37.6124)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [20]  [ 440/1251]  eta: 0:06:30  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.9253 (5.1496)  acc1: 20.7031 (18.7482)  acc5: 40.2344 (37.5762)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [20]  [ 450/1251]  eta: 0:06:25  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.2410 (5.1476)  acc1: 19.9219 (18.7535)  acc5: 37.1094 (37.5693)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [20]  [ 460/1251]  eta: 0:06:20  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.1684 (5.1484)  acc1: 19.9219 (18.7322)  acc5: 39.0625 (37.5441)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [20]  [ 470/1251]  eta: 0:06:15  lr: 2.995e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.9062 (5.1402)  acc1: 21.0938 (18.8246)  acc5: 42.1875 (37.6659)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [20]  [ 480/1251]  eta: 0:06:10  lr: 2.995e-02  img/s: 5.11e+02  pen: 4.2e-02  loss: 4.9392 (5.1446)  acc1: 20.7031 (18.7792)  acc5: 42.5781 (37.5796)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [20]  [ 490/1251]  eta: 0:06:05  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.1120 (5.1432)  acc1: 20.3125 (18.8073)  acc5: 39.0625 (37.6201)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [20]  [ 500/1251]  eta: 0:06:00  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.9097 (5.1399)  acc1: 22.2656 (18.8755)  acc5: 42.9688 (37.7121)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [20]  [ 510/1251]  eta: 0:05:55  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.0940 (5.1413)  acc1: 21.8750 (18.8540)  acc5: 42.5781 (37.6735)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [20]  [ 520/1251]  eta: 0:05:51  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.5698 (5.1445)  acc1: 17.1875 (18.8475)  acc5: 34.7656 (37.6657)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [20]  [ 530/1251]  eta: 0:05:46  lr: 2.995e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 5.2449 (5.1429)  acc1: 17.1875 (18.8574)  acc5: 39.4531 (37.6773)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [20]  [ 540/1251]  eta: 0:05:41  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.1755 (5.1428)  acc1: 16.4062 (18.8468)  acc5: 38.2812 (37.6791)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [20]  [ 550/1251]  eta: 0:05:36  lr: 2.995e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.4763 (5.1449)  acc1: 17.1875 (18.8202)  acc5: 34.7656 (37.6375)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [20]  [ 560/1251]  eta: 0:05:31  lr: 2.995e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.5280 (5.1513)  acc1: 16.7969 (18.7479)  acc5: 33.2031 (37.5362)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [20]  [ 570/1251]  eta: 0:05:26  lr: 2.995e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 5.6011 (5.1563)  acc1: 13.6719 (18.6994)  acc5: 32.8125 (37.4405)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [20]  [ 580/1251]  eta: 0:05:22  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.3563 (5.1542)  acc1: 17.5781 (18.7258)  acc5: 34.3750 (37.4617)  time: 0.4771  data: 0.0004  max mem: 42896
Epoch: [20]  [ 590/1251]  eta: 0:05:17  lr: 2.995e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 5.3450 (5.1570)  acc1: 19.1406 (18.7064)  acc5: 35.5469 (37.4458)  time: 0.4775  data: 0.0004  max mem: 42896
Epoch: [20]  [ 600/1251]  eta: 0:05:12  lr: 2.995e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.2316 (5.1560)  acc1: 19.1406 (18.7390)  acc5: 39.0625 (37.5065)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [20]  [ 610/1251]  eta: 0:05:07  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.8182 (5.1485)  acc1: 21.8750 (18.8165)  acc5: 42.9688 (37.6247)  time: 0.4771  data: 0.0004  max mem: 42896
Epoch: [20]  [ 620/1251]  eta: 0:05:02  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.7890 (5.1485)  acc1: 21.8750 (18.8104)  acc5: 41.4062 (37.6195)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [20]  [ 630/1251]  eta: 0:04:57  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.5010 (5.1521)  acc1: 15.2344 (18.7531)  acc5: 35.5469 (37.5520)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [20]  [ 640/1251]  eta: 0:04:52  lr: 2.995e-02  img/s: 5.05e+02  pen: 4.2e-02  loss: 5.4842 (5.1532)  acc1: 14.4531 (18.7439)  acc5: 35.5469 (37.5433)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [20]  [ 650/1251]  eta: 0:04:48  lr: 2.995e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.3816 (5.1523)  acc1: 16.0156 (18.7470)  acc5: 38.6719 (37.5696)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [20]  [ 660/1251]  eta: 0:04:43  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.3861 (5.1549)  acc1: 16.0156 (18.7175)  acc5: 35.9375 (37.5284)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [20]  [ 670/1251]  eta: 0:04:38  lr: 2.995e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 5.0908 (5.1527)  acc1: 19.9219 (18.7506)  acc5: 37.1094 (37.5640)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [20]  [ 680/1251]  eta: 0:04:33  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.8464 (5.1529)  acc1: 20.3125 (18.7506)  acc5: 38.2812 (37.5488)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [20]  [ 690/1251]  eta: 0:04:28  lr: 2.995e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 5.3366 (5.1526)  acc1: 18.7500 (18.7613)  acc5: 37.8906 (37.5758)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [20]  [ 700/1251]  eta: 0:04:24  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.3714 (5.1574)  acc1: 17.1875 (18.7244)  acc5: 36.7188 (37.5206)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [20]  [ 710/1251]  eta: 0:04:19  lr: 2.995e-02  img/s: 5.37e+02  pen: 4.1e-02  loss: 5.1593 (5.1532)  acc1: 17.1875 (18.7621)  acc5: 36.7188 (37.5764)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [20]  [ 720/1251]  eta: 0:04:14  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.4653 (5.1467)  acc1: 23.8281 (18.8053)  acc5: 45.7031 (37.6495)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [20]  [ 730/1251]  eta: 0:04:09  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.5117 (5.1449)  acc1: 22.6562 (18.8040)  acc5: 43.3594 (37.6646)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [20]  [ 740/1251]  eta: 0:04:04  lr: 2.995e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.2462 (5.1450)  acc1: 19.5312 (18.8085)  acc5: 38.2812 (37.6929)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [20]  [ 750/1251]  eta: 0:03:59  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.2547 (5.1447)  acc1: 19.5312 (18.8098)  acc5: 38.2812 (37.7143)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [20]  [ 760/1251]  eta: 0:03:55  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 5.0604 (5.1414)  acc1: 21.4844 (18.8419)  acc5: 42.9688 (37.7669)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [20]  [ 770/1251]  eta: 0:03:50  lr: 2.995e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 4.6292 (5.1366)  acc1: 21.4844 (18.8903)  acc5: 44.5312 (37.8460)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [20]  [ 780/1251]  eta: 0:03:45  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.9013 (5.1374)  acc1: 20.7031 (18.8815)  acc5: 42.5781 (37.8401)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [20]  [ 790/1251]  eta: 0:03:40  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.1219 (5.1350)  acc1: 21.4844 (18.9075)  acc5: 41.7969 (37.8862)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [20]  [ 800/1251]  eta: 0:03:35  lr: 2.995e-02  img/s: 5.06e+02  pen: 4.2e-02  loss: 4.7843 (5.1364)  acc1: 21.8750 (18.8880)  acc5: 41.4062 (37.8550)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [20]  [ 810/1251]  eta: 0:03:31  lr: 2.995e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.3345 (5.1378)  acc1: 16.7969 (18.8574)  acc5: 35.5469 (37.8280)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [20]  [ 820/1251]  eta: 0:03:26  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 5.3648 (5.1380)  acc1: 17.9688 (18.8604)  acc5: 37.8906 (37.8297)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [20]  [ 830/1251]  eta: 0:03:21  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.9942 (5.1353)  acc1: 20.3125 (18.8891)  acc5: 39.0625 (37.8699)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [20]  [ 840/1251]  eta: 0:03:16  lr: 2.995e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.8375 (5.1339)  acc1: 22.2656 (18.9130)  acc5: 42.1875 (37.9004)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [20]  [ 850/1251]  eta: 0:03:11  lr: 2.995e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 5.4390 (5.1377)  acc1: 18.3594 (18.8868)  acc5: 35.9375 (37.8677)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [20]  [ 860/1251]  eta: 0:03:07  lr: 2.995e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 5.5426 (5.1400)  acc1: 16.0156 (18.8607)  acc5: 32.0312 (37.8208)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [20]  [ 870/1251]  eta: 0:03:02  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.3462 (5.1388)  acc1: 19.1406 (18.8751)  acc5: 36.3281 (37.8278)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [20]  [ 880/1251]  eta: 0:02:57  lr: 2.995e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.6603 (5.1354)  acc1: 23.4375 (18.9030)  acc5: 46.4844 (37.8920)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [20]  [ 890/1251]  eta: 0:02:52  lr: 2.995e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 4.7932 (5.1369)  acc1: 20.3125 (18.8995)  acc5: 41.7969 (37.8981)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [20]  [ 900/1251]  eta: 0:02:47  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.2466 (5.1371)  acc1: 18.7500 (18.9130)  acc5: 40.6250 (37.9197)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [20]  [ 910/1251]  eta: 0:02:43  lr: 2.995e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.9431 (5.1329)  acc1: 20.7031 (18.9584)  acc5: 43.7500 (37.9931)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [20]  [ 920/1251]  eta: 0:02:38  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.1211 (5.1349)  acc1: 19.5312 (18.9417)  acc5: 39.0625 (37.9712)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [20]  [ 930/1251]  eta: 0:02:33  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.3568 (5.1337)  acc1: 18.7500 (18.9527)  acc5: 36.7188 (37.9938)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [20]  [ 940/1251]  eta: 0:02:28  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.9630 (5.1327)  acc1: 20.7031 (18.9771)  acc5: 41.7969 (38.0272)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [20]  [ 950/1251]  eta: 0:02:23  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.9630 (5.1310)  acc1: 20.7031 (18.9977)  acc5: 41.7969 (38.0463)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [20]  [ 960/1251]  eta: 0:02:19  lr: 2.995e-02  img/s: 5.08e+02  pen: 4.3e-02  loss: 5.1843 (5.1305)  acc1: 18.7500 (18.9975)  acc5: 37.5000 (38.0504)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [20]  [ 970/1251]  eta: 0:02:14  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.1041 (5.1300)  acc1: 20.7031 (18.9966)  acc5: 42.9688 (38.0532)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [20]  [ 980/1251]  eta: 0:02:09  lr: 2.995e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.2712 (5.1314)  acc1: 17.1875 (18.9881)  acc5: 35.9375 (38.0364)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [20]  [ 990/1251]  eta: 0:02:04  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.2712 (5.1290)  acc1: 17.9688 (19.0105)  acc5: 36.3281 (38.0759)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [20]  [1000/1251]  eta: 0:01:59  lr: 2.995e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 5.1453 (5.1294)  acc1: 19.9219 (19.0033)  acc5: 38.6719 (38.0830)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [20]  [1010/1251]  eta: 0:01:55  lr: 2.995e-02  img/s: 5.37e+02  pen: 3.9e-02  loss: 5.4441 (5.1308)  acc1: 17.5781 (18.9923)  acc5: 36.7188 (38.0807)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [20]  [1020/1251]  eta: 0:01:50  lr: 2.995e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 5.4441 (5.1302)  acc1: 17.5781 (18.9941)  acc5: 36.7188 (38.0716)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [20]  [1030/1251]  eta: 0:01:45  lr: 2.995e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 5.2189 (5.1302)  acc1: 21.4844 (19.0012)  acc5: 39.4531 (38.0854)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [20]  [1040/1251]  eta: 0:01:40  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.2189 (5.1313)  acc1: 20.3125 (18.9965)  acc5: 39.4531 (38.0786)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [20]  [1050/1251]  eta: 0:01:36  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.9473 (5.1276)  acc1: 21.4844 (19.0306)  acc5: 42.9688 (38.1311)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [20]  [1060/1251]  eta: 0:01:31  lr: 2.995e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.9473 (5.1284)  acc1: 21.4844 (19.0235)  acc5: 39.8438 (38.1296)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [20]  [1070/1251]  eta: 0:01:26  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.1852 (5.1281)  acc1: 18.7500 (19.0349)  acc5: 38.2812 (38.1390)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [20]  [1080/1251]  eta: 0:01:21  lr: 2.995e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 5.2606 (5.1295)  acc1: 19.9219 (19.0304)  acc5: 37.1094 (38.1266)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [20]  [1090/1251]  eta: 0:01:16  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.4905 (5.1312)  acc1: 17.9688 (19.0124)  acc5: 34.3750 (38.0997)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [20]  [1100/1251]  eta: 0:01:12  lr: 2.995e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.1544 (5.1296)  acc1: 19.5312 (19.0246)  acc5: 41.0156 (38.1340)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [20]  [1110/1251]  eta: 0:01:07  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.0024 (5.1288)  acc1: 21.0938 (19.0344)  acc5: 43.7500 (38.1501)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [20]  [1120/1251]  eta: 0:01:02  lr: 2.995e-02  img/s: 4.95e+02  pen: 4.1e-02  loss: 5.3555 (5.1295)  acc1: 17.5781 (19.0326)  acc5: 40.2344 (38.1481)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [20]  [1130/1251]  eta: 0:00:57  lr: 2.995e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 5.4988 (5.1323)  acc1: 17.9688 (19.0201)  acc5: 37.1094 (38.1162)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [20]  [1140/1251]  eta: 0:00:53  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.4988 (5.1337)  acc1: 19.1406 (19.0016)  acc5: 37.1094 (38.0974)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [20]  [1150/1251]  eta: 0:00:48  lr: 2.995e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 5.4149 (5.1334)  acc1: 20.3125 (19.0130)  acc5: 38.2812 (38.1122)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [20]  [1160/1251]  eta: 0:00:43  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.3441 (5.1345)  acc1: 19.5312 (18.9993)  acc5: 37.5000 (38.0848)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [20]  [1170/1251]  eta: 0:00:38  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 5.5616 (5.1344)  acc1: 16.7969 (18.9865)  acc5: 35.1562 (38.0674)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [20]  [1180/1251]  eta: 0:00:33  lr: 2.995e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.7327 (5.1338)  acc1: 18.3594 (18.9848)  acc5: 40.6250 (38.0596)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [20]  [1190/1251]  eta: 0:00:29  lr: 2.995e-02  img/s: 5.40e+02  pen: 3.5e-02  loss: 5.5055 (5.1353)  acc1: 18.3594 (18.9717)  acc5: 36.7188 (38.0477)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [20]  [1200/1251]  eta: 0:00:24  lr: 2.995e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 5.3670 (5.1345)  acc1: 19.9219 (18.9874)  acc5: 39.8438 (38.0705)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [20]  [1210/1251]  eta: 0:00:19  lr: 2.995e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.7579 (5.1329)  acc1: 21.4844 (19.0013)  acc5: 42.1875 (38.0961)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [20]  [1220/1251]  eta: 0:00:14  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.9024 (5.1319)  acc1: 21.4844 (19.0143)  acc5: 43.3594 (38.1270)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [20]  [1230/1251]  eta: 0:00:10  lr: 2.995e-02  img/s: 5.37e+02  pen: 4.0e-02  loss: 5.0436 (5.1333)  acc1: 19.1406 (19.0118)  acc5: 39.4531 (38.1121)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [20]  [1240/1251]  eta: 0:00:05  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.0938 (5.1324)  acc1: 19.1406 (19.0283)  acc5: 40.2344 (38.1295)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [20]  [1250/1251]  eta: 0:00:00  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.9422 (5.1303)  acc1: 21.4844 (19.0501)  acc5: 43.3594 (38.1632)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [20] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:41  loss: 3.5688 (3.5688)  acc1: 45.3125 (45.3125)  acc5: 70.7031 (70.7031)  time: 3.2981  data: 3.0484  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 30.162 Acc@5 55.326 Loss: 4.145
Test: EMA  [ 0/49]  eta: 0:02:20  loss: 6.2807 (6.2807)  acc1: 2.3438 (2.3438)  acc5: 7.8125 (7.8125)  time: 2.8607  data: 2.6112  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 4.236 Acc@5 12.216 Loss: 6.223
Epoch: [21]  [   0/1251]  eta: 1:18:25  lr: 2.995e-02  img/s: 4.97e+02  pen: 4.2e-02  loss: 5.6732 (5.6732)  acc1: 12.1094 (12.1094)  acc5: 28.9062 (28.9062)  time: 3.7611  data: 3.2457  max mem: 42896
Epoch: [21]  [  10/1251]  eta: 0:15:58  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.6226 (5.2650)  acc1: 16.0156 (16.9389)  acc5: 31.2500 (35.9375)  time: 0.7727  data: 0.2954  max mem: 42896
Epoch: [21]  [  20/1251]  eta: 0:12:55  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.1891 (5.1024)  acc1: 20.7031 (19.1778)  acc5: 42.1875 (38.8021)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [21]  [  30/1251]  eta: 0:11:48  lr: 2.995e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.8309 (5.1061)  acc1: 21.8750 (19.4052)  acc5: 42.1875 (38.6845)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [21]  [  40/1251]  eta: 0:11:11  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.7794 (5.0333)  acc1: 21.8750 (20.1220)  acc5: 44.1406 (40.1200)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [21]  [  50/1251]  eta: 0:10:47  lr: 2.995e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.2488 (5.1352)  acc1: 18.3594 (19.2325)  acc5: 41.0156 (38.5034)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [21]  [  60/1251]  eta: 0:10:29  lr: 2.995e-02  img/s: 5.38e+02  pen: 5.0e-02  loss: 5.6108 (5.1408)  acc1: 17.9688 (19.2367)  acc5: 35.1562 (38.4862)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [21]  [  70/1251]  eta: 0:10:15  lr: 2.995e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.8640 (5.1251)  acc1: 19.5312 (19.2121)  acc5: 42.5781 (38.6939)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [21]  [  80/1251]  eta: 0:10:03  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.7250 (5.1155)  acc1: 20.3125 (19.1937)  acc5: 42.5781 (38.4790)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [21]  [  90/1251]  eta: 0:09:52  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.9041 (5.1226)  acc1: 20.3125 (19.0333)  acc5: 40.6250 (38.2641)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [21]  [ 100/1251]  eta: 0:09:43  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.0473 (5.1110)  acc1: 17.1875 (19.0130)  acc5: 38.2812 (38.2503)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [21]  [ 110/1251]  eta: 0:09:35  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.2084 (5.1123)  acc1: 19.1406 (19.0034)  acc5: 39.8438 (38.3798)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [21]  [ 120/1251]  eta: 0:09:27  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.7380 (5.0733)  acc1: 23.8281 (19.4667)  acc5: 44.9219 (39.0431)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [21]  [ 130/1251]  eta: 0:09:20  lr: 2.995e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.8645 (5.0896)  acc1: 22.6562 (19.3494)  acc5: 44.5312 (38.9283)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [21]  [ 140/1251]  eta: 0:09:13  lr: 2.995e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.3483 (5.1026)  acc1: 17.1875 (19.1988)  acc5: 36.7188 (38.6525)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [21]  [ 150/1251]  eta: 0:09:06  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.3696 (5.1125)  acc1: 16.0156 (19.1536)  acc5: 35.5469 (38.4882)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [21]  [ 160/1251]  eta: 0:09:00  lr: 2.995e-02  img/s: 5.10e+02  pen: 4.3e-02  loss: 5.1156 (5.1030)  acc1: 19.9219 (19.3202)  acc5: 41.0156 (38.8417)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [21]  [ 170/1251]  eta: 0:08:54  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.9431 (5.0933)  acc1: 21.8750 (19.4513)  acc5: 43.3594 (39.0122)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [21]  [ 180/1251]  eta: 0:08:47  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.8333 (5.0807)  acc1: 22.6562 (19.5356)  acc5: 44.5312 (39.1100)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [21]  [ 190/1251]  eta: 0:08:41  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.5474 (5.0724)  acc1: 21.8750 (19.5926)  acc5: 41.4062 (39.1545)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [21]  [ 200/1251]  eta: 0:08:36  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.1945 (5.0738)  acc1: 21.8750 (19.6848)  acc5: 41.4062 (39.2568)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [21]  [ 210/1251]  eta: 0:08:30  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.4795 (5.0877)  acc1: 19.5312 (19.5035)  acc5: 39.4531 (39.0236)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [21]  [ 220/1251]  eta: 0:08:24  lr: 2.995e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.7793 (5.0726)  acc1: 19.9219 (19.5807)  acc5: 41.4062 (39.1933)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [21]  [ 230/1251]  eta: 0:08:19  lr: 2.995e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.5890 (5.0708)  acc1: 20.7031 (19.6158)  acc5: 42.5781 (39.2603)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [21]  [ 240/1251]  eta: 0:08:13  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.2028 (5.0702)  acc1: 20.7031 (19.6447)  acc5: 41.0156 (39.2813)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [21]  [ 250/1251]  eta: 0:08:08  lr: 2.995e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.2028 (5.0703)  acc1: 21.0938 (19.6635)  acc5: 40.6250 (39.3022)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [21]  [ 260/1251]  eta: 0:08:03  lr: 2.995e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.9704 (5.0664)  acc1: 20.7031 (19.6854)  acc5: 41.4062 (39.3663)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [21]  [ 270/1251]  eta: 0:07:57  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.5638 (5.0553)  acc1: 21.8750 (19.7979)  acc5: 46.4844 (39.5627)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [21]  [ 280/1251]  eta: 0:07:52  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.2482 (5.0700)  acc1: 18.7500 (19.6452)  acc5: 39.8438 (39.3558)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [21]  [ 290/1251]  eta: 0:07:47  lr: 2.995e-02  img/s: 5.39e+02  pen: 5.1e-02  loss: 5.6436 (5.0813)  acc1: 14.8438 (19.4883)  acc5: 30.0781 (39.1081)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [21]  [ 300/1251]  eta: 0:07:42  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.1596 (5.0760)  acc1: 19.1406 (19.5222)  acc5: 39.4531 (39.1482)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [21]  [ 310/1251]  eta: 0:07:36  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.1156 (5.0789)  acc1: 19.1406 (19.4936)  acc5: 39.4531 (39.0562)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [21]  [ 320/1251]  eta: 0:07:31  lr: 2.995e-02  img/s: 5.09e+02  pen: 3.9e-02  loss: 4.8390 (5.0731)  acc1: 18.3594 (19.5106)  acc5: 41.7969 (39.0832)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [21]  [ 330/1251]  eta: 0:07:26  lr: 2.995e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.7625 (5.0739)  acc1: 22.2656 (19.5466)  acc5: 42.9688 (39.1097)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [21]  [ 340/1251]  eta: 0:07:21  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.3005 (5.0818)  acc1: 20.3125 (19.5118)  acc5: 38.2812 (39.0258)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [21]  [ 350/1251]  eta: 0:07:16  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.4201 (5.0867)  acc1: 16.4062 (19.4623)  acc5: 36.7188 (38.9245)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [21]  [ 360/1251]  eta: 0:07:11  lr: 2.995e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 5.2769 (5.0893)  acc1: 19.1406 (19.4404)  acc5: 38.6719 (38.8677)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [21]  [ 370/1251]  eta: 0:07:06  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 5.2446 (5.0911)  acc1: 19.5312 (19.4102)  acc5: 39.4531 (38.8109)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [21]  [ 380/1251]  eta: 0:07:01  lr: 2.995e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.2446 (5.0908)  acc1: 17.1875 (19.4236)  acc5: 35.9375 (38.8205)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [21]  [ 390/1251]  eta: 0:06:56  lr: 2.995e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 5.2927 (5.0907)  acc1: 20.3125 (19.4573)  acc5: 38.2812 (38.8597)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [21]  [ 400/1251]  eta: 0:06:51  lr: 2.995e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.2935 (5.0933)  acc1: 20.3125 (19.4592)  acc5: 38.2812 (38.7781)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [21]  [ 410/1251]  eta: 0:06:46  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.9308 (5.0856)  acc1: 20.7031 (19.5056)  acc5: 42.9688 (38.9418)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [21]  [ 420/1251]  eta: 0:06:41  lr: 2.995e-02  img/s: 5.39e+02  pen: 5.3e-02  loss: 4.7385 (5.0831)  acc1: 21.4844 (19.5340)  acc5: 45.3125 (39.0300)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [21]  [ 430/1251]  eta: 0:06:36  lr: 2.995e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.8825 (5.0817)  acc1: 22.2656 (19.5421)  acc5: 44.9219 (39.0417)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [21]  [ 440/1251]  eta: 0:06:31  lr: 2.995e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.1395 (5.0828)  acc1: 20.3125 (19.5162)  acc5: 40.2344 (38.9961)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [21]  [ 450/1251]  eta: 0:06:26  lr: 2.995e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.2031 (5.0882)  acc1: 17.9688 (19.4490)  acc5: 38.6719 (38.9092)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [21]  [ 460/1251]  eta: 0:06:21  lr: 2.995e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.3661 (5.0895)  acc1: 16.7969 (19.4592)  acc5: 34.3750 (38.9100)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [21]  [ 470/1251]  eta: 0:06:16  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.3041 (5.0876)  acc1: 19.5312 (19.5006)  acc5: 40.2344 (38.9688)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [21]  [ 480/1251]  eta: 0:06:11  lr: 2.995e-02  img/s: 5.07e+02  pen: 3.7e-02  loss: 5.3041 (5.0885)  acc1: 19.9219 (19.5174)  acc5: 40.6250 (38.9821)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [21]  [ 490/1251]  eta: 0:06:06  lr: 2.995e-02  img/s: 5.39e+02  pen: 3.7e-02  loss: 5.1772 (5.0877)  acc1: 21.4844 (19.5336)  acc5: 41.0156 (38.9965)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [21]  [ 500/1251]  eta: 0:06:01  lr: 2.995e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 5.1840 (5.0900)  acc1: 20.3125 (19.4813)  acc5: 39.4531 (38.9237)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [21]  [ 510/1251]  eta: 0:05:56  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.0952 (5.0868)  acc1: 20.3125 (19.5144)  acc5: 39.4531 (39.0052)  time: 0.4791  data: 0.0004  max mem: 42896
Epoch: [21]  [ 520/1251]  eta: 0:05:52  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.2464 (5.0929)  acc1: 19.9219 (19.4458)  acc5: 39.4531 (38.8916)  time: 0.4808  data: 0.0004  max mem: 42896
Epoch: [21]  [ 530/1251]  eta: 0:05:47  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.2676 (5.0892)  acc1: 19.9219 (19.4724)  acc5: 41.7969 (38.9831)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [21]  [ 540/1251]  eta: 0:05:42  lr: 2.995e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.9661 (5.0900)  acc1: 21.8750 (19.4663)  acc5: 42.1875 (38.9361)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [21]  [ 550/1251]  eta: 0:05:37  lr: 2.995e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 5.3396 (5.0919)  acc1: 18.3594 (19.4490)  acc5: 39.4531 (38.8888)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [21]  [ 560/1251]  eta: 0:05:32  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.0254 (5.0905)  acc1: 19.9219 (19.4449)  acc5: 39.4531 (38.8536)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [21]  [ 570/1251]  eta: 0:05:27  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.8827 (5.0864)  acc1: 20.3125 (19.4834)  acc5: 41.7969 (38.8737)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [21]  [ 580/1251]  eta: 0:05:22  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.4390 (5.0795)  acc1: 23.4375 (19.5205)  acc5: 45.3125 (38.9448)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [21]  [ 590/1251]  eta: 0:05:17  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.7996 (5.0799)  acc1: 23.0469 (19.5233)  acc5: 44.5312 (38.9396)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [21]  [ 600/1251]  eta: 0:05:13  lr: 2.995e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 5.2570 (5.0821)  acc1: 19.5312 (19.5079)  acc5: 39.4531 (38.8870)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [21]  [ 610/1251]  eta: 0:05:08  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.1337 (5.0813)  acc1: 20.7031 (19.5178)  acc5: 42.5781 (38.9103)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [21]  [ 620/1251]  eta: 0:05:03  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.1957 (5.0830)  acc1: 19.1406 (19.5143)  acc5: 41.0156 (38.9197)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [21]  [ 630/1251]  eta: 0:04:58  lr: 2.995e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 5.3910 (5.0839)  acc1: 17.9688 (19.5213)  acc5: 35.5469 (38.9133)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [21]  [ 640/1251]  eta: 0:04:53  lr: 2.995e-02  img/s: 5.09e+02  pen: 4.5e-02  loss: 4.6984 (5.0799)  acc1: 22.2656 (19.5416)  acc5: 43.3594 (38.9382)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [21]  [ 650/1251]  eta: 0:04:48  lr: 2.995e-02  img/s: 5.42e+02  pen: 5.5e-02  loss: 4.4536 (5.0739)  acc1: 24.2188 (19.6099)  acc5: 43.3594 (39.0313)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [21]  [ 660/1251]  eta: 0:04:43  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.7267 (5.0754)  acc1: 20.3125 (19.5803)  acc5: 43.3594 (39.0058)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [21]  [ 670/1251]  eta: 0:04:38  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 5.2643 (5.0744)  acc1: 20.3125 (19.6232)  acc5: 39.0625 (39.0421)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [21]  [ 680/1251]  eta: 0:04:34  lr: 2.995e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 5.2643 (5.0773)  acc1: 20.7031 (19.6133)  acc5: 39.4531 (39.0114)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [21]  [ 690/1251]  eta: 0:04:29  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.2828 (5.0782)  acc1: 20.3125 (19.6206)  acc5: 37.8906 (39.0393)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [21]  [ 700/1251]  eta: 0:04:24  lr: 2.995e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 5.1473 (5.0782)  acc1: 21.0938 (19.6132)  acc5: 37.8906 (39.0218)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [21]  [ 710/1251]  eta: 0:04:19  lr: 2.995e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.9393 (5.0763)  acc1: 20.7031 (19.6252)  acc5: 42.5781 (39.0422)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [21]  [ 720/1251]  eta: 0:04:14  lr: 2.995e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.8964 (5.0760)  acc1: 20.7031 (19.6131)  acc5: 42.5781 (39.0446)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [21]  [ 730/1251]  eta: 0:04:09  lr: 2.995e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 5.0466 (5.0754)  acc1: 19.9219 (19.6157)  acc5: 41.0156 (39.0390)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [21]  [ 740/1251]  eta: 0:04:05  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.1782 (5.0760)  acc1: 18.7500 (19.6267)  acc5: 41.0156 (39.0556)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [21]  [ 750/1251]  eta: 0:04:00  lr: 2.995e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 5.1812 (5.0770)  acc1: 18.7500 (19.6140)  acc5: 39.8438 (39.0287)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [21]  [ 760/1251]  eta: 0:03:55  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.6369 (5.0741)  acc1: 21.8750 (19.6278)  acc5: 44.1406 (39.0692)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [21]  [ 770/1251]  eta: 0:03:50  lr: 2.995e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.9837 (5.0771)  acc1: 19.1406 (19.6204)  acc5: 36.7188 (39.0655)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [21]  [ 780/1251]  eta: 0:03:45  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.5470 (5.0799)  acc1: 16.0156 (19.5918)  acc5: 33.9844 (39.0205)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [21]  [ 790/1251]  eta: 0:03:40  lr: 2.995e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 5.5470 (5.0828)  acc1: 17.5781 (19.5648)  acc5: 33.5938 (38.9879)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [21]  [ 800/1251]  eta: 0:03:36  lr: 2.995e-02  img/s: 5.02e+02  pen: 4.6e-02  loss: 5.0546 (5.0795)  acc1: 19.5312 (19.6020)  acc5: 39.0625 (39.0386)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [21]  [ 810/1251]  eta: 0:03:31  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.0102 (5.0817)  acc1: 21.4844 (19.6131)  acc5: 42.1875 (39.0384)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [21]  [ 820/1251]  eta: 0:03:26  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 5.1379 (5.0781)  acc1: 19.5312 (19.6435)  acc5: 42.1875 (39.1091)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [21]  [ 830/1251]  eta: 0:03:21  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.1177 (5.0807)  acc1: 21.4844 (19.6309)  acc5: 42.5781 (39.0841)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [21]  [ 840/1251]  eta: 0:03:16  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 5.2965 (5.0803)  acc1: 20.3125 (19.6306)  acc5: 39.0625 (39.0932)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [21]  [ 850/1251]  eta: 0:03:12  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.2021 (5.0803)  acc1: 20.3125 (19.6373)  acc5: 42.5781 (39.1066)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [21]  [ 860/1251]  eta: 0:03:07  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 5.2116 (5.0811)  acc1: 18.3594 (19.5957)  acc5: 37.5000 (39.0534)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [21]  [ 870/1251]  eta: 0:03:02  lr: 2.995e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 5.1013 (5.0798)  acc1: 20.3125 (19.6335)  acc5: 40.6250 (39.0934)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [21]  [ 880/1251]  eta: 0:02:57  lr: 2.995e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.9557 (5.0783)  acc1: 23.8281 (19.6620)  acc5: 43.7500 (39.1277)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [21]  [ 890/1251]  eta: 0:02:52  lr: 2.995e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 5.0702 (5.0802)  acc1: 21.4844 (19.6580)  acc5: 41.4062 (39.1134)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [21]  [ 900/1251]  eta: 0:02:48  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.3869 (5.0820)  acc1: 18.3594 (19.6505)  acc5: 36.7188 (39.1011)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [21]  [ 910/1251]  eta: 0:02:43  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.1805 (5.0795)  acc1: 21.0938 (19.6856)  acc5: 40.2344 (39.1444)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [21]  [ 920/1251]  eta: 0:02:38  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.6780 (5.0767)  acc1: 23.8281 (19.7272)  acc5: 44.9219 (39.2029)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [21]  [ 930/1251]  eta: 0:02:33  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.6679 (5.0730)  acc1: 24.6094 (19.7780)  acc5: 44.9219 (39.2656)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [21]  [ 940/1251]  eta: 0:02:28  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.9345 (5.0735)  acc1: 21.8750 (19.7670)  acc5: 44.1406 (39.2605)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [21]  [ 950/1251]  eta: 0:02:24  lr: 2.995e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.3231 (5.0751)  acc1: 17.1875 (19.7387)  acc5: 37.1094 (39.2194)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [21]  [ 960/1251]  eta: 0:02:19  lr: 2.995e-02  img/s: 5.10e+02  pen: 4.1e-02  loss: 5.2087 (5.0759)  acc1: 17.1875 (19.7320)  acc5: 37.1094 (39.1873)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [21]  [ 970/1251]  eta: 0:02:14  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.7469 (5.0721)  acc1: 23.8281 (19.7529)  acc5: 43.7500 (39.2266)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [21]  [ 980/1251]  eta: 0:02:09  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 5.0469 (5.0771)  acc1: 18.7500 (19.7116)  acc5: 35.9375 (39.1553)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [21]  [ 990/1251]  eta: 0:02:04  lr: 2.995e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.3528 (5.0771)  acc1: 15.2344 (19.7189)  acc5: 35.9375 (39.1646)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [21]  [1000/1251]  eta: 0:02:00  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.3140 (5.0782)  acc1: 19.9219 (19.7065)  acc5: 39.0625 (39.1366)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [21]  [1010/1251]  eta: 0:01:55  lr: 2.995e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.3140 (5.0797)  acc1: 19.9219 (19.7059)  acc5: 37.5000 (39.1259)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [21]  [1020/1251]  eta: 0:01:50  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.3828 (5.0801)  acc1: 17.9688 (19.6893)  acc5: 37.5000 (39.0946)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [21]  [1030/1251]  eta: 0:01:45  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.7073 (5.0787)  acc1: 21.4844 (19.6991)  acc5: 42.9688 (39.1163)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [21]  [1040/1251]  eta: 0:01:40  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.5993 (5.0756)  acc1: 23.0469 (19.7290)  acc5: 45.7031 (39.1747)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [21]  [1050/1251]  eta: 0:01:36  lr: 2.995e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.9130 (5.0766)  acc1: 22.2656 (19.7238)  acc5: 44.1406 (39.1591)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [21]  [1060/1251]  eta: 0:01:31  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.2408 (5.0742)  acc1: 21.4844 (19.7452)  acc5: 40.2344 (39.1807)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [21]  [1070/1251]  eta: 0:01:26  lr: 2.995e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.7251 (5.0758)  acc1: 19.9219 (19.7220)  acc5: 39.0625 (39.1519)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [21]  [1080/1251]  eta: 0:01:21  lr: 2.995e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.4669 (5.0789)  acc1: 16.0156 (19.6917)  acc5: 34.3750 (39.1033)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [21]  [1090/1251]  eta: 0:01:17  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.4925 (5.0809)  acc1: 14.8438 (19.6662)  acc5: 35.1562 (39.0818)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [21]  [1100/1251]  eta: 0:01:12  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.4201 (5.0827)  acc1: 17.9688 (19.6632)  acc5: 36.3281 (39.0675)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [21]  [1110/1251]  eta: 0:01:07  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.0784 (5.0797)  acc1: 22.6562 (19.7081)  acc5: 42.1875 (39.1251)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [21]  [1120/1251]  eta: 0:01:02  lr: 2.995e-02  img/s: 5.08e+02  pen: 4.1e-02  loss: 4.8418 (5.0791)  acc1: 22.6562 (19.7079)  acc5: 45.7031 (39.1378)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [21]  [1130/1251]  eta: 0:00:57  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.8616 (5.0779)  acc1: 20.7031 (19.7057)  acc5: 46.4844 (39.1523)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [21]  [1140/1251]  eta: 0:00:53  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.5540 (5.0757)  acc1: 20.3125 (19.7274)  acc5: 47.6562 (39.1885)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [21]  [1150/1251]  eta: 0:00:48  lr: 2.995e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.5540 (5.0739)  acc1: 23.8281 (19.7335)  acc5: 46.4844 (39.1972)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [21]  [1160/1251]  eta: 0:00:43  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6275 (5.0733)  acc1: 21.4844 (19.7375)  acc5: 44.9219 (39.1937)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [21]  [1170/1251]  eta: 0:00:38  lr: 2.995e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.0033 (5.0715)  acc1: 22.2656 (19.7714)  acc5: 44.9219 (39.2476)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [21]  [1180/1251]  eta: 0:00:33  lr: 2.995e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.0859 (5.0718)  acc1: 21.8750 (19.7763)  acc5: 44.1406 (39.2603)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [21]  [1190/1251]  eta: 0:00:29  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.9748 (5.0705)  acc1: 25.0000 (19.8156)  acc5: 43.3594 (39.3065)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [21]  [1200/1251]  eta: 0:00:24  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.6194 (5.0667)  acc1: 25.3906 (19.8650)  acc5: 44.1406 (39.3725)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [21]  [1210/1251]  eta: 0:00:19  lr: 2.995e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.6194 (5.0661)  acc1: 23.0469 (19.8822)  acc5: 44.9219 (39.3964)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [21]  [1220/1251]  eta: 0:00:14  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.0838 (5.0661)  acc1: 21.0938 (19.8828)  acc5: 41.7969 (39.3959)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [21]  [1230/1251]  eta: 0:00:10  lr: 2.995e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 5.2779 (5.0660)  acc1: 19.9219 (19.8790)  acc5: 40.6250 (39.3982)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [21]  [1240/1251]  eta: 0:00:05  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.6020 (5.0648)  acc1: 21.0938 (19.8810)  acc5: 43.3594 (39.3946)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [21]  [1250/1251]  eta: 0:00:00  lr: 2.995e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.4999 (5.0622)  acc1: 22.2656 (19.8878)  acc5: 46.4844 (39.4247)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [21] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:20  loss: 3.6517 (3.6517)  acc1: 46.4844 (46.4844)  acc5: 68.7500 (68.7500)  time: 2.8690  data: 2.6197  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 29.796 Acc@5 54.922 Loss: 4.185
Test: EMA  [ 0/49]  eta: 0:02:16  loss: 6.4890 (6.4890)  acc1: 1.1719 (1.1719)  acc5: 6.2500 (6.2500)  time: 2.7772  data: 2.5297  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 3.678 Acc@5 10.928 Loss: 6.379
Epoch: [22]  [   0/1251]  eta: 1:15:42  lr: 2.994e-02  img/s: 4.86e+02  pen: 4.6e-02  loss: 4.4732 (4.4732)  acc1: 28.9062 (28.9062)  acc5: 51.5625 (51.5625)  time: 3.6308  data: 3.1040  max mem: 42896
Epoch: [22]  [  10/1251]  eta: 0:15:43  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.3436 (5.2374)  acc1: 16.7969 (18.5724)  acc5: 36.3281 (37.7841)  time: 0.7605  data: 0.2826  max mem: 42896
Epoch: [22]  [  20/1251]  eta: 0:12:48  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.5093 (5.3176)  acc1: 17.1875 (17.7827)  acc5: 36.3281 (36.7001)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [22]  [  30/1251]  eta: 0:11:42  lr: 2.994e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.4419 (5.2238)  acc1: 19.5312 (18.6114)  acc5: 37.1094 (37.2480)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [22]  [  40/1251]  eta: 0:11:08  lr: 2.994e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 5.2894 (5.2034)  acc1: 19.5312 (18.8167)  acc5: 39.8438 (37.5857)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [22]  [  50/1251]  eta: 0:10:44  lr: 2.994e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.8935 (5.1315)  acc1: 21.0938 (19.5772)  acc5: 41.0156 (38.7025)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [22]  [  60/1251]  eta: 0:10:26  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.8901 (5.0975)  acc1: 23.8281 (19.8642)  acc5: 44.1406 (39.2354)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [22]  [  70/1251]  eta: 0:10:13  lr: 2.994e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.9115 (5.1020)  acc1: 20.3125 (19.6688)  acc5: 43.7500 (39.0900)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [22]  [  80/1251]  eta: 0:10:01  lr: 2.994e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.1593 (5.1018)  acc1: 20.3125 (19.7724)  acc5: 38.2812 (39.1252)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [22]  [  90/1251]  eta: 0:09:51  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.0189 (5.0933)  acc1: 21.4844 (19.9562)  acc5: 39.4531 (39.3973)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [22]  [ 100/1251]  eta: 0:09:42  lr: 2.994e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.4109 (5.1240)  acc1: 19.9219 (19.7246)  acc5: 39.4531 (38.9039)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [22]  [ 110/1251]  eta: 0:09:34  lr: 2.994e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.4109 (5.1209)  acc1: 18.7500 (19.8550)  acc5: 37.1094 (38.9886)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [22]  [ 120/1251]  eta: 0:09:26  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.2584 (5.1216)  acc1: 17.5781 (19.8121)  acc5: 37.5000 (38.9043)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [22]  [ 130/1251]  eta: 0:09:19  lr: 2.994e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.3300 (5.1215)  acc1: 17.1875 (19.8473)  acc5: 37.5000 (38.9552)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [22]  [ 140/1251]  eta: 0:09:12  lr: 2.994e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.5346 (5.0876)  acc1: 24.2188 (20.0604)  acc5: 47.2656 (39.3340)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [22]  [ 150/1251]  eta: 0:09:05  lr: 2.994e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.3841 (5.0721)  acc1: 24.2188 (20.1211)  acc5: 47.2656 (39.4014)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [22]  [ 160/1251]  eta: 0:08:59  lr: 2.994e-02  img/s: 5.07e+02  pen: 4.3e-02  loss: 4.8560 (5.0780)  acc1: 22.6562 (20.1281)  acc5: 43.3594 (39.4095)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [22]  [ 170/1251]  eta: 0:08:53  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.0538 (5.0676)  acc1: 19.5312 (20.2714)  acc5: 39.8438 (39.5765)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [22]  [ 180/1251]  eta: 0:08:47  lr: 2.994e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.1194 (5.0693)  acc1: 23.4375 (20.2521)  acc5: 41.7969 (39.5222)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [22]  [ 190/1251]  eta: 0:08:41  lr: 2.994e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.9798 (5.0615)  acc1: 21.4844 (20.2348)  acc5: 42.9688 (39.5431)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [22]  [ 200/1251]  eta: 0:08:35  lr: 2.994e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.5789 (5.0494)  acc1: 21.4844 (20.3125)  acc5: 44.1406 (39.7213)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [22]  [ 210/1251]  eta: 0:08:30  lr: 2.994e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.6472 (5.0427)  acc1: 23.8281 (20.3458)  acc5: 44.9219 (39.7512)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [22]  [ 220/1251]  eta: 0:08:24  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.8309 (5.0349)  acc1: 21.8750 (20.4062)  acc5: 44.9219 (39.9639)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [22]  [ 230/1251]  eta: 0:08:19  lr: 2.994e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.8309 (5.0413)  acc1: 21.4844 (20.3497)  acc5: 44.1406 (39.9486)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [22]  [ 240/1251]  eta: 0:08:13  lr: 2.994e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 5.3125 (5.0459)  acc1: 20.3125 (20.3692)  acc5: 42.5781 (39.9896)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [22]  [ 250/1251]  eta: 0:08:08  lr: 2.994e-02  img/s: 5.40e+02  pen: 3.5e-02  loss: 5.3125 (5.0471)  acc1: 20.3125 (20.3903)  acc5: 42.5781 (40.0149)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [22]  [ 260/1251]  eta: 0:08:02  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.5821 (5.0334)  acc1: 21.4844 (20.4652)  acc5: 45.7031 (40.1416)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [22]  [ 270/1251]  eta: 0:07:57  lr: 2.994e-02  img/s: 5.36e+02  pen: 4.0e-02  loss: 4.5486 (5.0256)  acc1: 22.2656 (20.4927)  acc5: 46.4844 (40.2272)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [22]  [ 280/1251]  eta: 0:07:52  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4967 (5.0165)  acc1: 23.4375 (20.5669)  acc5: 46.0938 (40.2900)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [22]  [ 290/1251]  eta: 0:07:47  lr: 2.994e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.6356 (5.0217)  acc1: 22.6562 (20.4548)  acc5: 42.5781 (40.1256)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [22]  [ 300/1251]  eta: 0:07:41  lr: 2.994e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.2876 (5.0261)  acc1: 19.1406 (20.4760)  acc5: 37.5000 (40.1215)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [22]  [ 310/1251]  eta: 0:07:36  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.3239 (5.0337)  acc1: 20.7031 (20.3841)  acc5: 39.8438 (40.0020)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [22]  [ 320/1251]  eta: 0:07:31  lr: 2.994e-02  img/s: 5.05e+02  pen: 5.0e-02  loss: 4.4525 (5.0242)  acc1: 21.4844 (20.4816)  acc5: 40.2344 (40.0810)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [22]  [ 330/1251]  eta: 0:07:26  lr: 2.994e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.4525 (5.0187)  acc1: 25.7812 (20.5273)  acc5: 44.5312 (40.1211)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [22]  [ 340/1251]  eta: 0:07:21  lr: 2.994e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.7519 (5.0186)  acc1: 23.4375 (20.5118)  acc5: 44.1406 (40.0889)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [22]  [ 350/1251]  eta: 0:07:16  lr: 2.994e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 5.0230 (5.0222)  acc1: 22.2656 (20.4494)  acc5: 40.6250 (39.9940)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [22]  [ 360/1251]  eta: 0:07:11  lr: 2.994e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 4.9020 (5.0172)  acc1: 22.6562 (20.5592)  acc5: 45.3125 (40.1543)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [22]  [ 370/1251]  eta: 0:07:06  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.9020 (5.0186)  acc1: 23.8281 (20.5547)  acc5: 43.3594 (40.1586)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [22]  [ 380/1251]  eta: 0:07:01  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.9719 (5.0188)  acc1: 21.0938 (20.5155)  acc5: 42.1875 (40.1534)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [22]  [ 390/1251]  eta: 0:06:56  lr: 2.994e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.0256 (5.0195)  acc1: 21.4844 (20.5373)  acc5: 40.2344 (40.1724)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [22]  [ 400/1251]  eta: 0:06:51  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.1422 (5.0205)  acc1: 21.4844 (20.5619)  acc5: 40.2344 (40.1857)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [22]  [ 410/1251]  eta: 0:06:46  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 5.1246 (5.0209)  acc1: 21.0938 (20.5530)  acc5: 41.0156 (40.1669)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [22]  [ 420/1251]  eta: 0:06:41  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.2152 (5.0292)  acc1: 19.1406 (20.4712)  acc5: 38.6719 (40.0414)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [22]  [ 430/1251]  eta: 0:06:36  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.2152 (5.0291)  acc1: 21.4844 (20.5119)  acc5: 41.0156 (40.0522)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [22]  [ 440/1251]  eta: 0:06:31  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.0471 (5.0328)  acc1: 21.8750 (20.4897)  acc5: 43.7500 (40.0306)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [22]  [ 450/1251]  eta: 0:06:26  lr: 2.994e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.3175 (5.0308)  acc1: 18.7500 (20.4892)  acc5: 41.4062 (40.0637)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [22]  [ 460/1251]  eta: 0:06:21  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.6022 (5.0305)  acc1: 19.5312 (20.5057)  acc5: 41.4062 (40.0632)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [22]  [ 470/1251]  eta: 0:06:16  lr: 2.994e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.1656 (5.0332)  acc1: 20.7031 (20.4634)  acc5: 40.6250 (40.0163)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [22]  [ 480/1251]  eta: 0:06:11  lr: 2.994e-02  img/s: 4.94e+02  pen: 4.1e-02  loss: 5.1656 (5.0321)  acc1: 21.0938 (20.4733)  acc5: 40.6250 (40.0378)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [22]  [ 490/1251]  eta: 0:06:06  lr: 2.994e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.1285 (5.0334)  acc1: 21.0938 (20.4820)  acc5: 39.4531 (40.0506)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [22]  [ 500/1251]  eta: 0:06:01  lr: 2.994e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 5.2300 (5.0372)  acc1: 20.3125 (20.4677)  acc5: 39.0625 (40.0332)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [22]  [ 510/1251]  eta: 0:05:56  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.2884 (5.0410)  acc1: 19.5312 (20.4707)  acc5: 40.2344 (40.0073)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [22]  [ 520/1251]  eta: 0:05:51  lr: 2.994e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.1757 (5.0417)  acc1: 20.7031 (20.4842)  acc5: 41.0156 (40.0349)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [22]  [ 530/1251]  eta: 0:05:46  lr: 2.994e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.1089 (5.0395)  acc1: 22.6562 (20.5119)  acc5: 43.3594 (40.0887)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [22]  [ 540/1251]  eta: 0:05:42  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.8067 (5.0399)  acc1: 22.2656 (20.4966)  acc5: 43.3594 (40.0625)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [22]  [ 550/1251]  eta: 0:05:37  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.0053 (5.0386)  acc1: 22.2656 (20.5309)  acc5: 43.7500 (40.1124)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [22]  [ 560/1251]  eta: 0:05:32  lr: 2.994e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.0634 (5.0357)  acc1: 23.0469 (20.5764)  acc5: 43.7500 (40.1773)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [22]  [ 570/1251]  eta: 0:05:27  lr: 2.994e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.0317 (5.0336)  acc1: 22.2656 (20.6197)  acc5: 45.3125 (40.2672)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [22]  [ 580/1251]  eta: 0:05:22  lr: 2.994e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.9077 (5.0313)  acc1: 22.6562 (20.6245)  acc5: 45.3125 (40.2781)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [22]  [ 590/1251]  eta: 0:05:17  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.9077 (5.0329)  acc1: 18.7500 (20.5868)  acc5: 41.7969 (40.2383)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [22]  [ 600/1251]  eta: 0:05:12  lr: 2.994e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 5.0661 (5.0341)  acc1: 17.9688 (20.5816)  acc5: 41.4062 (40.2441)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [22]  [ 610/1251]  eta: 0:05:07  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.0661 (5.0326)  acc1: 20.7031 (20.6072)  acc5: 41.7969 (40.2766)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [22]  [ 620/1251]  eta: 0:05:03  lr: 2.994e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 5.2470 (5.0378)  acc1: 19.1406 (20.5465)  acc5: 37.8906 (40.1847)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [22]  [ 630/1251]  eta: 0:04:58  lr: 2.994e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 5.3660 (5.0400)  acc1: 17.9688 (20.4988)  acc5: 35.9375 (40.1254)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [22]  [ 640/1251]  eta: 0:04:53  lr: 2.994e-02  img/s: 5.05e+02  pen: 4.4e-02  loss: 5.3386 (5.0420)  acc1: 18.3594 (20.4648)  acc5: 35.9375 (40.0656)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [22]  [ 650/1251]  eta: 0:04:48  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.1485 (5.0408)  acc1: 20.3125 (20.4817)  acc5: 42.1875 (40.0814)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [22]  [ 660/1251]  eta: 0:04:43  lr: 2.994e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 5.2168 (5.0450)  acc1: 19.5312 (20.4437)  acc5: 38.6719 (40.0122)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [22]  [ 670/1251]  eta: 0:04:38  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.4448 (5.0461)  acc1: 16.4062 (20.4051)  acc5: 33.2031 (39.9753)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [22]  [ 680/1251]  eta: 0:04:34  lr: 2.994e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 4.8553 (5.0432)  acc1: 18.3594 (20.4284)  acc5: 42.5781 (40.0176)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [22]  [ 690/1251]  eta: 0:04:29  lr: 2.994e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.4979 (5.0418)  acc1: 20.7031 (20.4397)  acc5: 43.3594 (40.0371)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [22]  [ 700/1251]  eta: 0:04:24  lr: 2.994e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.7481 (5.0410)  acc1: 21.8750 (20.4184)  acc5: 44.1406 (40.0254)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [22]  [ 710/1251]  eta: 0:04:19  lr: 2.994e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.4872 (5.0349)  acc1: 23.8281 (20.4608)  acc5: 48.0469 (40.1097)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [22]  [ 720/1251]  eta: 0:04:14  lr: 2.994e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.3825 (5.0307)  acc1: 26.5625 (20.5113)  acc5: 49.2188 (40.1677)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [22]  [ 730/1251]  eta: 0:04:09  lr: 2.994e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.3542 (5.0257)  acc1: 23.8281 (20.5396)  acc5: 46.8750 (40.2280)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [22]  [ 740/1251]  eta: 0:04:05  lr: 2.994e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.9192 (5.0269)  acc1: 23.0469 (20.5355)  acc5: 44.9219 (40.2286)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [22]  [ 750/1251]  eta: 0:04:00  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.0210 (5.0267)  acc1: 21.8750 (20.5273)  acc5: 42.9688 (40.2318)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [22]  [ 760/1251]  eta: 0:03:55  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.2065 (5.0322)  acc1: 19.9219 (20.4922)  acc5: 37.8906 (40.1707)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [22]  [ 770/1251]  eta: 0:03:50  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.4820 (5.0352)  acc1: 17.5781 (20.4635)  acc5: 36.3281 (40.1290)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [22]  [ 780/1251]  eta: 0:03:45  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.2025 (5.0364)  acc1: 19.1406 (20.4660)  acc5: 40.2344 (40.1333)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [22]  [ 790/1251]  eta: 0:03:40  lr: 2.994e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.7207 (5.0333)  acc1: 22.6562 (20.4928)  acc5: 41.0156 (40.1796)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [22]  [ 800/1251]  eta: 0:03:36  lr: 2.994e-02  img/s: 5.07e+02  pen: 4.6e-02  loss: 4.6831 (5.0333)  acc1: 22.6562 (20.4934)  acc5: 42.5781 (40.1607)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [22]  [ 810/1251]  eta: 0:03:31  lr: 2.994e-02  img/s: 5.37e+02  pen: 4.0e-02  loss: 4.7499 (5.0335)  acc1: 22.6562 (20.4763)  acc5: 40.2344 (40.1337)  time: 0.4770  data: 0.0003  max mem: 42896
Epoch: [22]  [ 820/1251]  eta: 0:03:26  lr: 2.994e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 4.4481 (5.0303)  acc1: 24.6094 (20.5000)  acc5: 47.6562 (40.1582)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [22]  [ 830/1251]  eta: 0:03:21  lr: 2.994e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.8487 (5.0330)  acc1: 20.7031 (20.4789)  acc5: 42.5781 (40.1150)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [22]  [ 840/1251]  eta: 0:03:16  lr: 2.994e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.3368 (5.0360)  acc1: 17.9688 (20.4602)  acc5: 34.7656 (40.0825)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [22]  [ 850/1251]  eta: 0:03:12  lr: 2.994e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.7343 (5.0319)  acc1: 23.4375 (20.4979)  acc5: 43.7500 (40.1361)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [22]  [ 860/1251]  eta: 0:03:07  lr: 2.994e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.6648 (5.0318)  acc1: 23.4375 (20.4935)  acc5: 43.7500 (40.1264)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [22]  [ 870/1251]  eta: 0:03:02  lr: 2.994e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.6648 (5.0297)  acc1: 23.4375 (20.5116)  acc5: 45.7031 (40.1514)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [22]  [ 880/1251]  eta: 0:02:57  lr: 2.994e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 4.6883 (5.0279)  acc1: 24.2188 (20.5302)  acc5: 46.8750 (40.1838)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [22]  [ 890/1251]  eta: 0:02:52  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6883 (5.0255)  acc1: 24.2188 (20.5576)  acc5: 47.2656 (40.2243)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [22]  [ 900/1251]  eta: 0:02:48  lr: 2.994e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.9180 (5.0274)  acc1: 21.8750 (20.5470)  acc5: 44.1406 (40.2027)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [22]  [ 910/1251]  eta: 0:02:43  lr: 2.994e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.5988 (5.0222)  acc1: 22.2656 (20.5809)  acc5: 44.1406 (40.2592)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [22]  [ 920/1251]  eta: 0:02:38  lr: 2.994e-02  img/s: 5.38e+02  pen: 3.6e-02  loss: 4.8386 (5.0269)  acc1: 19.9219 (20.5309)  acc5: 39.8438 (40.1966)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [22]  [ 930/1251]  eta: 0:02:33  lr: 2.994e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.3810 (5.0263)  acc1: 18.7500 (20.5420)  acc5: 34.7656 (40.1991)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [22]  [ 940/1251]  eta: 0:02:28  lr: 2.994e-02  img/s: 5.41e+02  pen: 3.5e-02  loss: 4.8897 (5.0269)  acc1: 22.2656 (20.5516)  acc5: 43.7500 (40.2111)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [22]  [ 950/1251]  eta: 0:02:24  lr: 2.994e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 5.5537 (5.0332)  acc1: 18.3594 (20.4797)  acc5: 38.2812 (40.1066)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [22]  [ 960/1251]  eta: 0:02:19  lr: 2.994e-02  img/s: 5.09e+02  pen: 4.2e-02  loss: 5.4520 (5.0305)  acc1: 18.3594 (20.5003)  acc5: 38.6719 (40.1527)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [22]  [ 970/1251]  eta: 0:02:14  lr: 2.994e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.9989 (5.0311)  acc1: 21.4844 (20.4988)  acc5: 40.6250 (40.1555)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [22]  [ 980/1251]  eta: 0:02:09  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.0955 (5.0305)  acc1: 21.8750 (20.5048)  acc5: 41.0156 (40.1826)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [22]  [ 990/1251]  eta: 0:02:04  lr: 2.994e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.0955 (5.0312)  acc1: 21.0938 (20.5045)  acc5: 41.0156 (40.1737)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [22]  [1000/1251]  eta: 0:02:00  lr: 2.994e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.4760 (5.0315)  acc1: 19.5312 (20.5088)  acc5: 38.2812 (40.1817)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [22]  [1010/1251]  eta: 0:01:55  lr: 2.994e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.6461 (5.0281)  acc1: 24.6094 (20.5401)  acc5: 43.7500 (40.2286)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [22]  [1020/1251]  eta: 0:01:50  lr: 2.994e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.6547 (5.0266)  acc1: 24.2188 (20.5597)  acc5: 46.8750 (40.2711)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [22]  [1030/1251]  eta: 0:01:45  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.8139 (5.0237)  acc1: 23.8281 (20.5864)  acc5: 46.8750 (40.3030)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [22]  [1040/1251]  eta: 0:01:40  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.6123 (5.0209)  acc1: 25.0000 (20.6138)  acc5: 48.0469 (40.3514)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [22]  [1050/1251]  eta: 0:01:36  lr: 2.994e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.6174 (5.0204)  acc1: 24.6094 (20.6199)  acc5: 45.7031 (40.3593)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [22]  [1060/1251]  eta: 0:01:31  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.7205 (5.0193)  acc1: 23.0469 (20.6358)  acc5: 43.3594 (40.3724)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [22]  [1070/1251]  eta: 0:01:26  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.7661 (5.0201)  acc1: 21.8750 (20.6218)  acc5: 41.0156 (40.3445)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [22]  [1080/1251]  eta: 0:01:21  lr: 2.994e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.1445 (5.0200)  acc1: 21.8750 (20.6413)  acc5: 42.9688 (40.3717)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [22]  [1090/1251]  eta: 0:01:16  lr: 2.994e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 5.1535 (5.0208)  acc1: 20.3125 (20.6176)  acc5: 40.2344 (40.3314)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [22]  [1100/1251]  eta: 0:01:12  lr: 2.994e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 5.2096 (5.0206)  acc1: 19.9219 (20.6155)  acc5: 39.8438 (40.3366)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [22]  [1110/1251]  eta: 0:01:07  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.1831 (5.0218)  acc1: 19.9219 (20.6244)  acc5: 40.6250 (40.3293)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [22]  [1120/1251]  eta: 0:01:02  lr: 2.994e-02  img/s: 5.09e+02  pen: 4.1e-02  loss: 4.7634 (5.0187)  acc1: 23.8281 (20.6578)  acc5: 43.7500 (40.3745)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [22]  [1130/1251]  eta: 0:00:57  lr: 2.994e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.9340 (5.0222)  acc1: 16.7969 (20.6247)  acc5: 39.0625 (40.3228)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [22]  [1140/1251]  eta: 0:00:53  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.5645 (5.0245)  acc1: 15.6250 (20.6090)  acc5: 32.8125 (40.2919)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [22]  [1150/1251]  eta: 0:00:48  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 5.3083 (5.0228)  acc1: 19.5312 (20.6397)  acc5: 40.6250 (40.3297)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [22]  [1160/1251]  eta: 0:00:43  lr: 2.994e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.7784 (5.0226)  acc1: 20.7031 (20.6382)  acc5: 42.1875 (40.3326)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [22]  [1170/1251]  eta: 0:00:38  lr: 2.994e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 5.2305 (5.0252)  acc1: 19.9219 (20.6091)  acc5: 37.8906 (40.2821)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [22]  [1180/1251]  eta: 0:00:33  lr: 2.994e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 5.4074 (5.0245)  acc1: 18.3594 (20.6089)  acc5: 35.5469 (40.2903)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [22]  [1190/1251]  eta: 0:00:29  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.5863 (5.0219)  acc1: 24.6094 (20.6349)  acc5: 45.3125 (40.3236)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [22]  [1200/1251]  eta: 0:00:24  lr: 2.994e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.9544 (5.0239)  acc1: 24.2188 (20.6215)  acc5: 44.1406 (40.2971)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [22]  [1210/1251]  eta: 0:00:19  lr: 2.994e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.5450 (5.0257)  acc1: 15.6250 (20.6054)  acc5: 33.9844 (40.2657)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [22]  [1220/1251]  eta: 0:00:14  lr: 2.994e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.4871 (5.0261)  acc1: 17.1875 (20.6049)  acc5: 36.7188 (40.2584)  time: 0.4771  data: 0.0004  max mem: 42896
Epoch: [22]  [1230/1251]  eta: 0:00:10  lr: 2.994e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.3714 (5.0219)  acc1: 24.2188 (20.6346)  acc5: 46.4844 (40.2950)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [22]  [1240/1251]  eta: 0:00:05  lr: 2.994e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.2810 (5.0219)  acc1: 24.6094 (20.6244)  acc5: 47.6562 (40.2895)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [22]  [1250/1251]  eta: 0:00:00  lr: 2.994e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.4782 (5.0246)  acc1: 15.6250 (20.5960)  acc5: 33.9844 (40.2437)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [22] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:56  loss: 3.3974 (3.3974)  acc1: 45.7031 (45.7031)  acc5: 73.4375 (73.4375)  time: 3.5927  data: 3.3394  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 32.162 Acc@5 58.476 Loss: 4.049
Test: EMA  [ 0/49]  eta: 0:02:23  loss: 6.7521 (6.7521)  acc1: 1.1719 (1.1719)  acc5: 4.6875 (4.6875)  time: 2.9224  data: 2.6732  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 3.162 Acc@5 9.652 Loss: 6.577
Epoch: [23]  [   0/1251]  eta: 1:26:00  lr: 2.993e-02  img/s: 4.95e+02  pen: 4.3e-02  loss: 5.5106 (5.5106)  acc1: 14.4531 (14.4531)  acc5: 33.5938 (33.5938)  time: 4.1255  data: 3.6083  max mem: 42896
Epoch: [23]  [  10/1251]  eta: 0:16:39  lr: 2.993e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.8372 (4.8719)  acc1: 25.7812 (21.7685)  acc5: 48.4375 (42.7912)  time: 0.8055  data: 0.3284  max mem: 42896
Epoch: [23]  [  20/1251]  eta: 0:13:17  lr: 2.993e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 5.1855 (5.0954)  acc1: 20.7031 (19.6057)  acc5: 39.8438 (39.1369)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [23]  [  30/1251]  eta: 0:12:02  lr: 2.993e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.3725 (5.0456)  acc1: 18.7500 (20.1739)  acc5: 39.4531 (39.7303)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [23]  [  40/1251]  eta: 0:11:22  lr: 2.993e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.8956 (5.0322)  acc1: 21.0938 (20.3506)  acc5: 41.0156 (40.2248)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [23]  [  50/1251]  eta: 0:10:55  lr: 2.993e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.1652 (5.0864)  acc1: 17.9688 (19.9219)  acc5: 39.4531 (39.3536)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [23]  [  60/1251]  eta: 0:10:35  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.1652 (5.0748)  acc1: 19.9219 (20.5238)  acc5: 40.6250 (40.0166)  time: 0.4734  data: 0.0004  max mem: 42896
Epoch: [23]  [  70/1251]  eta: 0:10:21  lr: 2.993e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.1628 (5.0758)  acc1: 23.0469 (20.5161)  acc5: 42.5781 (40.0033)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [23]  [  80/1251]  eta: 0:10:08  lr: 2.993e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 5.2806 (5.0946)  acc1: 18.7500 (20.1341)  acc5: 38.2812 (39.4579)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [23]  [  90/1251]  eta: 0:09:57  lr: 2.993e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 5.3149 (5.0909)  acc1: 19.9219 (20.1837)  acc5: 38.6719 (39.5003)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [23]  [ 100/1251]  eta: 0:09:48  lr: 2.993e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.9663 (5.0714)  acc1: 22.6562 (20.3821)  acc5: 42.1875 (39.8670)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [23]  [ 110/1251]  eta: 0:09:39  lr: 2.993e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.2755 (5.0136)  acc1: 25.3906 (20.9424)  acc5: 50.7812 (40.7869)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [23]  [ 120/1251]  eta: 0:09:30  lr: 2.993e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.3327 (4.9870)  acc1: 28.1250 (21.2552)  acc5: 51.9531 (41.1512)  time: 0.4735  data: 0.0004  max mem: 42896
Epoch: [23]  [ 130/1251]  eta: 0:09:23  lr: 2.993e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.6229 (5.0083)  acc1: 23.0469 (20.9953)  acc5: 42.1875 (40.7204)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [23]  [ 140/1251]  eta: 0:09:16  lr: 2.993e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 5.2652 (5.0130)  acc1: 16.7969 (20.9026)  acc5: 37.8906 (40.6028)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [23]  [ 150/1251]  eta: 0:09:09  lr: 2.993e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.4837 (5.0373)  acc1: 16.7969 (20.6178)  acc5: 36.7188 (40.1956)  time: 0.4734  data: 0.0004  max mem: 42896
Epoch: [23]  [ 160/1251]  eta: 0:09:02  lr: 2.993e-02  img/s: 5.10e+02  pen: 4.7e-02  loss: 5.4745 (5.0204)  acc1: 18.3594 (20.7056)  acc5: 37.1094 (40.4309)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [23]  [ 170/1251]  eta: 0:08:56  lr: 2.993e-02  img/s: 5.42e+02  pen: 6.1e-02  loss: 4.5457 (5.0202)  acc1: 24.2188 (20.7351)  acc5: 44.5312 (40.4285)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [23]  [ 180/1251]  eta: 0:08:49  lr: 2.993e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.0692 (5.0217)  acc1: 21.8750 (20.7959)  acc5: 40.2344 (40.4178)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [23]  [ 190/1251]  eta: 0:08:43  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.9633 (5.0187)  acc1: 21.8750 (20.8974)  acc5: 40.6250 (40.6086)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [23]  [ 200/1251]  eta: 0:08:38  lr: 2.993e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.7562 (5.0086)  acc1: 23.0469 (21.0354)  acc5: 47.2656 (40.8446)  time: 0.4760  data: 0.0005  max mem: 42896
Epoch: [23]  [ 210/1251]  eta: 0:08:32  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.8766 (5.0035)  acc1: 23.0469 (21.1067)  acc5: 44.9219 (40.9990)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [23]  [ 220/1251]  eta: 0:08:26  lr: 2.993e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.9177 (5.0147)  acc1: 20.7031 (21.0018)  acc5: 42.5781 (40.8707)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [23]  [ 230/1251]  eta: 0:08:20  lr: 2.993e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 5.1951 (5.0112)  acc1: 19.9219 (21.0667)  acc5: 42.5781 (41.0004)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [23]  [ 240/1251]  eta: 0:08:15  lr: 2.993e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 5.0080 (5.0118)  acc1: 22.6562 (21.0662)  acc5: 46.8750 (41.0659)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [23]  [ 250/1251]  eta: 0:08:09  lr: 2.993e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.9604 (5.0095)  acc1: 24.2188 (21.0782)  acc5: 48.0469 (41.0576)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [23]  [ 260/1251]  eta: 0:08:04  lr: 2.993e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.4409 (4.9947)  acc1: 25.7812 (21.1701)  acc5: 48.0469 (41.2252)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [23]  [ 270/1251]  eta: 0:07:59  lr: 2.993e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.6171 (5.0014)  acc1: 23.4375 (21.0707)  acc5: 42.5781 (41.0459)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [23]  [ 280/1251]  eta: 0:07:53  lr: 2.993e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.1482 (4.9993)  acc1: 19.9219 (21.0979)  acc5: 39.0625 (41.0518)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [23]  [ 290/1251]  eta: 0:07:48  lr: 2.993e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.4257 (4.9891)  acc1: 25.0000 (21.2025)  acc5: 45.7031 (41.2116)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [23]  [ 300/1251]  eta: 0:07:43  lr: 2.993e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.6277 (4.9839)  acc1: 25.0000 (21.2534)  acc5: 48.0469 (41.3115)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [23]  [ 310/1251]  eta: 0:07:37  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.7878 (4.9850)  acc1: 24.2188 (21.2093)  acc5: 46.8750 (41.2392)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [23]  [ 320/1251]  eta: 0:07:32  lr: 2.993e-02  img/s: 5.10e+02  pen: 4.1e-02  loss: 4.8089 (4.9885)  acc1: 17.9688 (21.1339)  acc5: 37.8906 (41.1385)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [23]  [ 330/1251]  eta: 0:07:27  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.3751 (4.9923)  acc1: 20.3125 (21.1150)  acc5: 37.8906 (41.0758)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [23]  [ 340/1251]  eta: 0:07:22  lr: 2.993e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.8556 (4.9883)  acc1: 22.6562 (21.1419)  acc5: 41.7969 (41.0981)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [23]  [ 350/1251]  eta: 0:07:17  lr: 2.993e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.5432 (4.9888)  acc1: 22.6562 (21.1438)  acc5: 45.3125 (41.0557)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [23]  [ 360/1251]  eta: 0:07:12  lr: 2.993e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 5.5268 (5.0037)  acc1: 15.2344 (21.0104)  acc5: 34.7656 (40.8490)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [23]  [ 370/1251]  eta: 0:07:07  lr: 2.993e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 5.5936 (5.0111)  acc1: 15.2344 (20.9453)  acc5: 32.0312 (40.7556)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [23]  [ 380/1251]  eta: 0:07:01  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.3874 (5.0117)  acc1: 17.1875 (20.9502)  acc5: 36.3281 (40.7255)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [23]  [ 390/1251]  eta: 0:06:56  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.5480 (5.0042)  acc1: 25.3906 (21.0318)  acc5: 44.5312 (40.8658)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [23]  [ 400/1251]  eta: 0:06:51  lr: 2.993e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 4.9447 (5.0094)  acc1: 22.2656 (20.9934)  acc5: 42.9688 (40.7653)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [23]  [ 410/1251]  eta: 0:06:46  lr: 2.993e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.0667 (5.0049)  acc1: 22.2656 (21.0443)  acc5: 41.4062 (40.8284)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [23]  [ 420/1251]  eta: 0:06:41  lr: 2.993e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.0470 (5.0068)  acc1: 21.0938 (20.9973)  acc5: 43.3594 (40.7809)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [23]  [ 430/1251]  eta: 0:06:36  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 5.0707 (5.0036)  acc1: 23.8281 (21.0611)  acc5: 43.3594 (40.8498)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [23]  [ 440/1251]  eta: 0:06:31  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.1870 (5.0106)  acc1: 23.8281 (21.0025)  acc5: 41.4062 (40.7658)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [23]  [ 450/1251]  eta: 0:06:27  lr: 2.993e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 5.2687 (5.0042)  acc1: 21.4844 (21.0504)  acc5: 41.4062 (40.8684)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [23]  [ 460/1251]  eta: 0:06:22  lr: 2.993e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.3868 (4.9997)  acc1: 23.8281 (21.0709)  acc5: 47.2656 (40.9114)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [23]  [ 470/1251]  eta: 0:06:17  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.7581 (5.0004)  acc1: 22.6562 (21.0606)  acc5: 44.9219 (40.9178)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [23]  [ 480/1251]  eta: 0:06:12  lr: 2.993e-02  img/s: 5.09e+02  pen: 3.9e-02  loss: 4.7581 (4.9975)  acc1: 21.4844 (21.0751)  acc5: 44.9219 (40.9466)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [23]  [ 490/1251]  eta: 0:06:07  lr: 2.993e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.5890 (4.9970)  acc1: 23.8281 (21.0635)  acc5: 45.3125 (40.9552)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [23]  [ 500/1251]  eta: 0:06:02  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.0442 (4.9978)  acc1: 20.7031 (21.0563)  acc5: 40.6250 (40.9540)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [23]  [ 510/1251]  eta: 0:05:57  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.0976 (4.9947)  acc1: 20.7031 (21.0999)  acc5: 42.1875 (41.0508)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [23]  [ 520/1251]  eta: 0:05:52  lr: 2.993e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.9928 (4.9921)  acc1: 22.6562 (21.1417)  acc5: 42.1875 (41.1056)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [23]  [ 530/1251]  eta: 0:05:47  lr: 2.993e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.0279 (4.9951)  acc1: 21.8750 (21.1077)  acc5: 41.7969 (41.0428)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [23]  [ 540/1251]  eta: 0:05:42  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.9124 (4.9931)  acc1: 21.8750 (21.1551)  acc5: 42.1875 (41.1080)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [23]  [ 550/1251]  eta: 0:05:37  lr: 2.993e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.7778 (4.9921)  acc1: 22.2656 (21.1420)  acc5: 42.1875 (41.1163)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [23]  [ 560/1251]  eta: 0:05:32  lr: 2.993e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.9774 (4.9945)  acc1: 21.0938 (21.1300)  acc5: 41.4062 (41.0755)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [23]  [ 570/1251]  eta: 0:05:27  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.1663 (4.9947)  acc1: 21.0938 (21.1519)  acc5: 39.4531 (41.0929)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [23]  [ 580/1251]  eta: 0:05:23  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.0238 (4.9928)  acc1: 23.0469 (21.1771)  acc5: 45.3125 (41.0976)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [23]  [ 590/1251]  eta: 0:05:18  lr: 2.993e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.9406 (4.9940)  acc1: 21.0938 (21.1486)  acc5: 41.7969 (41.0804)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [23]  [ 600/1251]  eta: 0:05:13  lr: 2.993e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.2288 (4.9997)  acc1: 17.9688 (21.0782)  acc5: 36.7188 (40.9857)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [23]  [ 610/1251]  eta: 0:05:08  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.4517 (5.0017)  acc1: 17.9688 (21.0707)  acc5: 36.3281 (40.9543)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [23]  [ 620/1251]  eta: 0:05:03  lr: 2.993e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 5.0423 (4.9987)  acc1: 22.2656 (21.0969)  acc5: 42.5781 (40.9779)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [23]  [ 630/1251]  eta: 0:04:58  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5165 (4.9940)  acc1: 24.6094 (21.1328)  acc5: 46.8750 (41.0670)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [23]  [ 640/1251]  eta: 0:04:53  lr: 2.993e-02  img/s: 4.98e+02  pen: 4.6e-02  loss: 4.4512 (4.9919)  acc1: 24.2188 (21.1626)  acc5: 46.0938 (41.0906)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [23]  [ 650/1251]  eta: 0:04:48  lr: 2.993e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 5.0423 (4.9934)  acc1: 22.6562 (21.1424)  acc5: 45.3125 (41.0672)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [23]  [ 660/1251]  eta: 0:04:44  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 5.2251 (4.9958)  acc1: 21.8750 (21.1156)  acc5: 42.1875 (41.0328)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [23]  [ 670/1251]  eta: 0:04:39  lr: 2.993e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.8075 (4.9957)  acc1: 21.4844 (21.1165)  acc5: 42.1875 (41.0290)  time: 0.4741  data: 0.0002  max mem: 42896
Epoch: [23]  [ 680/1251]  eta: 0:04:34  lr: 2.993e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.7160 (4.9915)  acc1: 22.6562 (21.1603)  acc5: 46.4844 (41.0804)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [23]  [ 690/1251]  eta: 0:04:29  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.4124 (4.9856)  acc1: 24.6094 (21.2226)  acc5: 48.0469 (41.1813)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [23]  [ 700/1251]  eta: 0:04:24  lr: 2.993e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.4124 (4.9822)  acc1: 25.0000 (21.2470)  acc5: 48.0469 (41.2357)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [23]  [ 710/1251]  eta: 0:04:19  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4996 (4.9805)  acc1: 24.6094 (21.2674)  acc5: 45.3125 (41.2579)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [23]  [ 720/1251]  eta: 0:04:14  lr: 2.993e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.8637 (4.9819)  acc1: 21.8750 (21.2406)  acc5: 42.5781 (41.2150)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [23]  [ 730/1251]  eta: 0:04:10  lr: 2.993e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 5.0637 (4.9831)  acc1: 20.7031 (21.2252)  acc5: 42.5781 (41.1973)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [23]  [ 740/1251]  eta: 0:04:05  lr: 2.993e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.3988 (4.9845)  acc1: 18.3594 (21.2076)  acc5: 38.6719 (41.1885)  time: 0.4770  data: 0.0003  max mem: 42896
Epoch: [23]  [ 750/1251]  eta: 0:04:00  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 5.4009 (4.9846)  acc1: 17.5781 (21.1879)  acc5: 38.6719 (41.1644)  time: 0.4771  data: 0.0003  max mem: 42896
Epoch: [23]  [ 760/1251]  eta: 0:03:55  lr: 2.993e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.9088 (4.9852)  acc1: 17.9688 (21.1646)  acc5: 39.4531 (41.1450)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [23]  [ 770/1251]  eta: 0:03:50  lr: 2.993e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.7515 (4.9835)  acc1: 22.2656 (21.1799)  acc5: 43.3594 (41.1651)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [23]  [ 780/1251]  eta: 0:03:46  lr: 2.993e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.6491 (4.9817)  acc1: 24.6094 (21.2173)  acc5: 46.0938 (41.1982)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [23]  [ 790/1251]  eta: 0:03:41  lr: 2.993e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 5.0695 (4.9824)  acc1: 24.6094 (21.2014)  acc5: 44.1406 (41.1722)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [23]  [ 800/1251]  eta: 0:03:36  lr: 2.993e-02  img/s: 5.07e+02  pen: 4.0e-02  loss: 4.9236 (4.9808)  acc1: 23.8281 (21.2166)  acc5: 44.5312 (41.2219)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [23]  [ 810/1251]  eta: 0:03:31  lr: 2.993e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.6885 (4.9778)  acc1: 24.2188 (21.2498)  acc5: 48.0469 (41.2627)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [23]  [ 820/1251]  eta: 0:03:26  lr: 2.993e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.1375 (4.9825)  acc1: 22.6562 (21.2027)  acc5: 42.5781 (41.2021)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [23]  [ 830/1251]  eta: 0:03:21  lr: 2.993e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 5.0262 (4.9794)  acc1: 20.7031 (21.2334)  acc5: 43.3594 (41.2591)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [23]  [ 840/1251]  eta: 0:03:17  lr: 2.993e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.4617 (4.9757)  acc1: 25.3906 (21.2628)  acc5: 46.4844 (41.3092)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [23]  [ 850/1251]  eta: 0:03:12  lr: 2.993e-02  img/s: 5.37e+02  pen: 3.8e-02  loss: 4.5076 (4.9743)  acc1: 25.3906 (21.2792)  acc5: 46.4844 (41.3599)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [23]  [ 860/1251]  eta: 0:03:07  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.6529 (4.9742)  acc1: 23.0469 (21.2897)  acc5: 42.5781 (41.3727)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [23]  [ 870/1251]  eta: 0:03:02  lr: 2.993e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.6529 (4.9746)  acc1: 22.2656 (21.2803)  acc5: 42.1875 (41.3672)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [23]  [ 880/1251]  eta: 0:02:57  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.5824 (4.9733)  acc1: 23.0469 (21.2844)  acc5: 44.9219 (41.3845)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [23]  [ 890/1251]  eta: 0:02:53  lr: 2.993e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.5824 (4.9714)  acc1: 23.4375 (21.2919)  acc5: 45.3125 (41.3940)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [23]  [ 900/1251]  eta: 0:02:48  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.7172 (4.9701)  acc1: 25.0000 (21.2962)  acc5: 45.3125 (41.4136)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [23]  [ 910/1251]  eta: 0:02:43  lr: 2.993e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.9329 (4.9710)  acc1: 22.6562 (21.2803)  acc5: 44.1406 (41.3955)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [23]  [ 920/1251]  eta: 0:02:38  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.8359 (4.9684)  acc1: 23.8281 (21.2927)  acc5: 44.1406 (41.4202)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [23]  [ 930/1251]  eta: 0:02:33  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.7986 (4.9697)  acc1: 22.6562 (21.2972)  acc5: 44.1406 (41.4209)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [23]  [ 940/1251]  eta: 0:02:29  lr: 2.993e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 5.2898 (4.9722)  acc1: 19.5312 (21.2689)  acc5: 39.4531 (41.3755)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [23]  [ 950/1251]  eta: 0:02:24  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.2207 (4.9717)  acc1: 19.5312 (21.2835)  acc5: 40.6250 (41.3984)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [23]  [ 960/1251]  eta: 0:02:19  lr: 2.993e-02  img/s: 4.94e+02  pen: 4.2e-02  loss: 4.8005 (4.9693)  acc1: 24.6094 (21.3015)  acc5: 45.3125 (41.4319)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [23]  [ 970/1251]  eta: 0:02:14  lr: 2.993e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.8323 (4.9723)  acc1: 19.5312 (21.2744)  acc5: 40.6250 (41.3769)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [23]  [ 980/1251]  eta: 0:02:09  lr: 2.993e-02  img/s: 5.37e+02  pen: 4.6e-02  loss: 5.1598 (4.9708)  acc1: 21.0938 (21.2976)  acc5: 40.6250 (41.4094)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [23]  [ 990/1251]  eta: 0:02:04  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.5867 (4.9688)  acc1: 25.3906 (21.3271)  acc5: 48.4375 (41.4595)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [23]  [1000/1251]  eta: 0:02:00  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.5867 (4.9686)  acc1: 24.6094 (21.3213)  acc5: 49.6094 (41.4542)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [23]  [1010/1251]  eta: 0:01:55  lr: 2.993e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 4.7939 (4.9681)  acc1: 23.0469 (21.3267)  acc5: 42.9688 (41.4781)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [23]  [1020/1251]  eta: 0:01:50  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.6737 (4.9673)  acc1: 23.8281 (21.3424)  acc5: 45.7031 (41.4801)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [23]  [1030/1251]  eta: 0:01:45  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.9794 (4.9691)  acc1: 22.2656 (21.3309)  acc5: 44.1406 (41.4657)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [23]  [1040/1251]  eta: 0:01:41  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.3053 (4.9707)  acc1: 19.5312 (21.3028)  acc5: 40.2344 (41.4205)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [23]  [1050/1251]  eta: 0:01:36  lr: 2.993e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.3787 (4.9732)  acc1: 19.5312 (21.2822)  acc5: 37.1094 (41.3821)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [23]  [1060/1251]  eta: 0:01:31  lr: 2.993e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 5.2059 (4.9744)  acc1: 19.5312 (21.2719)  acc5: 42.1875 (41.3786)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [23]  [1070/1251]  eta: 0:01:26  lr: 2.993e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 5.4501 (4.9776)  acc1: 18.3594 (21.2364)  acc5: 35.9375 (41.3169)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [23]  [1080/1251]  eta: 0:01:21  lr: 2.993e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.3214 (4.9788)  acc1: 18.7500 (21.2437)  acc5: 36.3281 (41.3195)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [23]  [1090/1251]  eta: 0:01:17  lr: 2.993e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 5.1335 (4.9791)  acc1: 20.7031 (21.2398)  acc5: 41.0156 (41.3114)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [23]  [1100/1251]  eta: 0:01:12  lr: 2.993e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.0085 (4.9800)  acc1: 23.4375 (21.2442)  acc5: 42.9688 (41.3136)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [23]  [1110/1251]  eta: 0:01:07  lr: 2.993e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 5.3651 (4.9833)  acc1: 21.0938 (21.2221)  acc5: 41.4062 (41.2769)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [23]  [1120/1251]  eta: 0:01:02  lr: 2.993e-02  img/s: 5.08e+02  pen: 4.2e-02  loss: 5.4302 (4.9844)  acc1: 18.7500 (21.2202)  acc5: 39.4531 (41.2787)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [23]  [1130/1251]  eta: 0:00:57  lr: 2.993e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.9937 (4.9833)  acc1: 21.4844 (21.2343)  acc5: 45.7031 (41.2978)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [23]  [1140/1251]  eta: 0:00:53  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.6353 (4.9824)  acc1: 24.6094 (21.2420)  acc5: 48.0469 (41.3035)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [23]  [1150/1251]  eta: 0:00:48  lr: 2.993e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.7966 (4.9828)  acc1: 20.7031 (21.2353)  acc5: 44.1406 (41.3000)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [23]  [1160/1251]  eta: 0:00:43  lr: 2.993e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.5436 (4.9801)  acc1: 21.8750 (21.2623)  acc5: 44.1406 (41.3423)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [23]  [1170/1251]  eta: 0:00:38  lr: 2.993e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.8529 (4.9815)  acc1: 25.3906 (21.2642)  acc5: 43.3594 (41.3379)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [23]  [1180/1251]  eta: 0:00:33  lr: 2.993e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.1770 (4.9814)  acc1: 20.7031 (21.2595)  acc5: 42.5781 (41.3418)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [23]  [1190/1251]  eta: 0:00:29  lr: 2.993e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.1926 (4.9833)  acc1: 16.4062 (21.2286)  acc5: 33.9844 (41.2819)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [23]  [1200/1251]  eta: 0:00:24  lr: 2.993e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.1926 (4.9827)  acc1: 16.0156 (21.2252)  acc5: 29.2969 (41.2729)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [23]  [1210/1251]  eta: 0:00:19  lr: 2.993e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.8443 (4.9840)  acc1: 18.3594 (21.2141)  acc5: 37.1094 (41.2517)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [23]  [1220/1251]  eta: 0:00:14  lr: 2.993e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.9780 (4.9827)  acc1: 23.4375 (21.2368)  acc5: 44.5312 (41.2802)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [23]  [1230/1251]  eta: 0:00:10  lr: 2.993e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.9780 (4.9836)  acc1: 23.8281 (21.2340)  acc5: 45.3125 (41.2720)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [23]  [1240/1251]  eta: 0:00:05  lr: 2.993e-02  img/s: 5.38e+02  pen: 4.7e-02  loss: 5.0198 (4.9830)  acc1: 23.4375 (21.2524)  acc5: 44.5312 (41.2876)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [23]  [1250/1251]  eta: 0:00:00  lr: 2.993e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.4899 (4.9791)  acc1: 25.0000 (21.2958)  acc5: 46.4844 (41.3516)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [23] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:13  loss: 3.4828 (3.4828)  acc1: 48.0469 (48.0469)  acc5: 73.4375 (73.4375)  time: 2.7152  data: 2.4683  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 33.024 Acc@5 58.944 Loss: 4.007
Test: EMA  [ 0/49]  eta: 0:03:05  loss: 7.1525 (7.1525)  acc1: 1.1719 (1.1719)  acc5: 4.2969 (4.2969)  time: 3.7785  data: 3.5282  max mem: 42896
Test: EMA Total time: 0:00:17
Test: EMA Acc@1 2.728 Acc@5 8.614 Loss: nan
Epoch: [24]  [   0/1251]  eta: 1:30:41  lr: 2.992e-02  img/s: 4.91e+02  pen: 3.9e-02  loss: 5.8532 (5.8532)  acc1: 13.2812 (13.2812)  acc5: 31.6406 (31.6406)  time: 4.3495  data: 3.8281  max mem: 42896
Epoch: [24]  [  10/1251]  eta: 0:17:04  lr: 2.992e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.3417 (5.2098)  acc1: 18.3594 (18.7500)  acc5: 39.8438 (38.2102)  time: 0.8256  data: 0.3483  max mem: 42896
Epoch: [24]  [  20/1251]  eta: 0:13:30  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.1066 (5.0522)  acc1: 20.3125 (19.9033)  acc5: 41.7969 (39.8438)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [24]  [  30/1251]  eta: 0:12:10  lr: 2.992e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.9951 (5.0317)  acc1: 22.6562 (21.2198)  acc5: 45.3125 (40.9400)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [24]  [  40/1251]  eta: 0:11:29  lr: 2.992e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.0754 (5.0465)  acc1: 22.2656 (21.0652)  acc5: 41.7969 (41.0633)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [24]  [  50/1251]  eta: 0:11:00  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.0360 (5.0252)  acc1: 21.0938 (20.9942)  acc5: 41.7969 (41.0386)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [24]  [  60/1251]  eta: 0:10:40  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.9803 (5.0385)  acc1: 22.6562 (20.8440)  acc5: 47.2656 (40.6250)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [24]  [  70/1251]  eta: 0:10:24  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.9803 (5.0072)  acc1: 22.6562 (20.9452)  acc5: 46.4844 (40.8616)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [24]  [  80/1251]  eta: 0:10:11  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.5035 (4.9998)  acc1: 23.8281 (20.7755)  acc5: 45.3125 (40.7938)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [24]  [  90/1251]  eta: 0:10:00  lr: 2.992e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.0098 (5.0055)  acc1: 23.8281 (20.9306)  acc5: 45.3125 (40.8525)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [24]  [ 100/1251]  eta: 0:09:50  lr: 2.992e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.8113 (4.9947)  acc1: 23.4375 (20.9120)  acc5: 46.0938 (40.8803)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [24]  [ 110/1251]  eta: 0:09:41  lr: 2.992e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.7943 (5.0092)  acc1: 23.4375 (20.6644)  acc5: 46.0938 (40.4420)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [24]  [ 120/1251]  eta: 0:09:32  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.8913 (4.9931)  acc1: 22.2656 (20.8161)  acc5: 46.0938 (40.7412)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [24]  [ 130/1251]  eta: 0:09:25  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.2343 (5.0138)  acc1: 21.0938 (20.6196)  acc5: 42.9688 (40.4491)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [24]  [ 140/1251]  eta: 0:09:17  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.3407 (5.0131)  acc1: 20.3125 (20.7364)  acc5: 42.9688 (40.6278)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [24]  [ 150/1251]  eta: 0:09:10  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.6481 (4.9940)  acc1: 23.0469 (20.9463)  acc5: 48.4375 (41.0389)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [24]  [ 160/1251]  eta: 0:09:04  lr: 2.992e-02  img/s: 5.07e+02  pen: 4.1e-02  loss: 4.6481 (4.9891)  acc1: 25.3906 (21.0501)  acc5: 48.4375 (41.2510)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [24]  [ 170/1251]  eta: 0:08:57  lr: 2.992e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.8059 (4.9870)  acc1: 23.8281 (21.0184)  acc5: 47.6562 (41.2121)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [24]  [ 180/1251]  eta: 0:08:51  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.3960 (5.0039)  acc1: 18.3594 (20.8283)  acc5: 38.6719 (40.9164)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [24]  [ 190/1251]  eta: 0:08:45  lr: 2.992e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.2353 (4.9980)  acc1: 19.9219 (20.9342)  acc5: 39.8438 (41.0852)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [24]  [ 200/1251]  eta: 0:08:39  lr: 2.992e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.7624 (4.9932)  acc1: 24.6094 (21.0879)  acc5: 45.3125 (41.1944)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [24]  [ 210/1251]  eta: 0:08:33  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.1313 (5.0113)  acc1: 22.6562 (20.9975)  acc5: 41.0156 (40.9916)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [24]  [ 220/1251]  eta: 0:08:27  lr: 2.992e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.3229 (5.0167)  acc1: 21.0938 (20.9523)  acc5: 41.0156 (40.9379)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [24]  [ 230/1251]  eta: 0:08:21  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.8103 (5.0051)  acc1: 23.0469 (21.0701)  acc5: 44.9219 (41.1391)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [24]  [ 240/1251]  eta: 0:08:16  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.6397 (5.0015)  acc1: 23.8281 (21.1262)  acc5: 48.0469 (41.2717)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [24]  [ 250/1251]  eta: 0:08:10  lr: 2.992e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.9323 (5.0069)  acc1: 21.8750 (21.1280)  acc5: 42.5781 (41.2273)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [24]  [ 260/1251]  eta: 0:08:05  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.3301 (5.0132)  acc1: 20.7031 (21.0893)  acc5: 41.4062 (41.1623)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [24]  [ 270/1251]  eta: 0:07:59  lr: 2.992e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 5.3301 (5.0134)  acc1: 20.7031 (21.0592)  acc5: 42.5781 (41.1180)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [24]  [ 280/1251]  eta: 0:07:54  lr: 2.992e-02  img/s: 5.36e+02  pen: 3.8e-02  loss: 5.5403 (5.0226)  acc1: 17.9688 (20.9561)  acc5: 35.1562 (40.9155)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [24]  [ 290/1251]  eta: 0:07:49  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.1491 (5.0200)  acc1: 20.3125 (20.9407)  acc5: 37.5000 (40.8814)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [24]  [ 300/1251]  eta: 0:07:43  lr: 2.992e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 4.8688 (5.0190)  acc1: 20.3125 (20.9497)  acc5: 39.4531 (40.8625)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [24]  [ 310/1251]  eta: 0:07:38  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.8668 (5.0171)  acc1: 15.2344 (20.9594)  acc5: 34.3750 (40.9114)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [24]  [ 320/1251]  eta: 0:07:33  lr: 2.992e-02  img/s: 5.09e+02  pen: 4.2e-02  loss: 4.5568 (5.0160)  acc1: 23.8281 (20.9185)  acc5: 44.1406 (40.8465)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [24]  [ 330/1251]  eta: 0:07:28  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.3563 (5.0229)  acc1: 19.9219 (20.8990)  acc5: 37.8906 (40.7619)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [24]  [ 340/1251]  eta: 0:07:23  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.3630 (5.0230)  acc1: 19.5312 (20.8727)  acc5: 36.7188 (40.7544)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [24]  [ 350/1251]  eta: 0:07:17  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.1656 (5.0195)  acc1: 19.9219 (20.8790)  acc5: 41.4062 (40.7697)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [24]  [ 360/1251]  eta: 0:07:12  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.5727 (5.0106)  acc1: 26.5625 (21.0104)  acc5: 47.2656 (40.9117)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [24]  [ 370/1251]  eta: 0:07:07  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.6702 (5.0109)  acc1: 24.2188 (21.0379)  acc5: 47.2656 (40.9714)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [24]  [ 380/1251]  eta: 0:07:02  lr: 2.992e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.6702 (5.0014)  acc1: 24.2188 (21.1911)  acc5: 47.6562 (41.1243)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [24]  [ 390/1251]  eta: 0:06:57  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.6326 (5.0026)  acc1: 25.0000 (21.1787)  acc5: 46.4844 (41.0726)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [24]  [ 400/1251]  eta: 0:06:52  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.9832 (5.0026)  acc1: 19.1406 (21.1619)  acc5: 43.7500 (41.1023)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [24]  [ 410/1251]  eta: 0:06:47  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.9244 (4.9966)  acc1: 24.2188 (21.2648)  acc5: 47.2656 (41.2494)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [24]  [ 420/1251]  eta: 0:06:42  lr: 2.992e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.7697 (4.9960)  acc1: 25.0000 (21.2339)  acc5: 47.2656 (41.1687)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [24]  [ 430/1251]  eta: 0:06:37  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.7748 (4.9959)  acc1: 22.6562 (21.2360)  acc5: 41.0156 (41.1878)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [24]  [ 440/1251]  eta: 0:06:32  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.7580 (4.9946)  acc1: 22.6562 (21.2620)  acc5: 45.3125 (41.2176)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [24]  [ 450/1251]  eta: 0:06:27  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.7125 (4.9925)  acc1: 21.0938 (21.2609)  acc5: 45.3125 (41.2391)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [24]  [ 460/1251]  eta: 0:06:22  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.9763 (4.9927)  acc1: 21.4844 (21.2471)  acc5: 44.9219 (41.2224)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [24]  [ 470/1251]  eta: 0:06:17  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.9763 (4.9885)  acc1: 22.6562 (21.3069)  acc5: 44.9219 (41.3142)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [24]  [ 480/1251]  eta: 0:06:12  lr: 2.992e-02  img/s: 5.07e+02  pen: 3.7e-02  loss: 4.5796 (4.9842)  acc1: 23.4375 (21.3626)  acc5: 45.3125 (41.3851)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [24]  [ 490/1251]  eta: 0:06:07  lr: 2.992e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.5796 (4.9792)  acc1: 23.8281 (21.4064)  acc5: 47.2656 (41.4468)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [24]  [ 500/1251]  eta: 0:06:02  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.4453 (4.9712)  acc1: 23.8281 (21.4625)  acc5: 47.2656 (41.5614)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [24]  [ 510/1251]  eta: 0:05:57  lr: 2.992e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.4453 (4.9673)  acc1: 23.8281 (21.5012)  acc5: 44.9219 (41.5912)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [24]  [ 520/1251]  eta: 0:05:52  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.3094 (4.9743)  acc1: 21.4844 (21.4386)  acc5: 42.1875 (41.5082)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [24]  [ 530/1251]  eta: 0:05:47  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.3094 (4.9734)  acc1: 21.4844 (21.4527)  acc5: 42.1875 (41.5504)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [24]  [ 540/1251]  eta: 0:05:42  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.1022 (4.9721)  acc1: 22.6562 (21.4887)  acc5: 44.9219 (41.5947)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [24]  [ 550/1251]  eta: 0:05:38  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 5.2579 (4.9770)  acc1: 20.7031 (21.4411)  acc5: 42.5781 (41.5012)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [24]  [ 560/1251]  eta: 0:05:33  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.2579 (4.9743)  acc1: 20.3125 (21.4621)  acc5: 40.6250 (41.5295)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [24]  [ 570/1251]  eta: 0:05:28  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.7796 (4.9720)  acc1: 23.4375 (21.4905)  acc5: 46.8750 (41.5588)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [24]  [ 580/1251]  eta: 0:05:23  lr: 2.992e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 4.7326 (4.9725)  acc1: 23.0469 (21.4844)  acc5: 44.5312 (41.5535)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [24]  [ 590/1251]  eta: 0:05:18  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.2886 (4.9788)  acc1: 20.7031 (21.4626)  acc5: 40.6250 (41.4942)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [24]  [ 600/1251]  eta: 0:05:13  lr: 2.992e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.9559 (4.9723)  acc1: 24.2188 (21.5325)  acc5: 44.1406 (41.6051)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [24]  [ 610/1251]  eta: 0:05:08  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.4729 (4.9702)  acc1: 25.0000 (21.5547)  acc5: 47.2656 (41.6601)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [24]  [ 620/1251]  eta: 0:05:03  lr: 2.992e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 4.7284 (4.9675)  acc1: 25.0000 (21.5724)  acc5: 47.6562 (41.6943)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [24]  [ 630/1251]  eta: 0:04:58  lr: 2.992e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.7168 (4.9675)  acc1: 25.0000 (21.5828)  acc5: 47.6562 (41.7152)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [24]  [ 640/1251]  eta: 0:04:54  lr: 2.992e-02  img/s: 4.90e+02  pen: 4.8e-02  loss: 4.9529 (4.9701)  acc1: 23.4375 (21.5935)  acc5: 47.6562 (41.7134)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [24]  [ 650/1251]  eta: 0:04:49  lr: 2.992e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.8803 (4.9672)  acc1: 25.3906 (21.6398)  acc5: 46.0938 (41.7801)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [24]  [ 660/1251]  eta: 0:04:44  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.7683 (4.9650)  acc1: 25.3906 (21.6540)  acc5: 46.8750 (41.8105)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [24]  [ 670/1251]  eta: 0:04:39  lr: 2.992e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.8999 (4.9684)  acc1: 22.2656 (21.6357)  acc5: 46.4844 (41.7881)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [24]  [ 680/1251]  eta: 0:04:34  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.3624 (4.9722)  acc1: 18.7500 (21.6066)  acc5: 39.0625 (41.7453)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [24]  [ 690/1251]  eta: 0:04:29  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.9729 (4.9705)  acc1: 18.7500 (21.6319)  acc5: 41.0156 (41.7658)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [24]  [ 700/1251]  eta: 0:04:24  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.2558 (4.9740)  acc1: 17.1875 (21.5808)  acc5: 40.6250 (41.6904)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [24]  [ 710/1251]  eta: 0:04:20  lr: 2.992e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.2558 (4.9732)  acc1: 22.2656 (21.5954)  acc5: 41.0156 (41.7013)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [24]  [ 720/1251]  eta: 0:04:15  lr: 2.992e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.0777 (4.9751)  acc1: 20.7031 (21.5575)  acc5: 41.0156 (41.6479)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [24]  [ 730/1251]  eta: 0:04:10  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.4e-02  loss: 5.2010 (4.9769)  acc1: 20.3125 (21.5587)  acc5: 36.3281 (41.6200)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [24]  [ 740/1251]  eta: 0:04:05  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.9332 (4.9745)  acc1: 24.2188 (21.5909)  acc5: 44.5312 (41.6593)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [24]  [ 750/1251]  eta: 0:04:00  lr: 2.992e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.6446 (4.9710)  acc1: 25.3906 (21.6347)  acc5: 47.2656 (41.7329)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [24]  [ 760/1251]  eta: 0:03:55  lr: 2.992e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.6458 (4.9685)  acc1: 26.1719 (21.6856)  acc5: 47.2656 (41.7876)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [24]  [ 770/1251]  eta: 0:03:51  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.6081 (4.9669)  acc1: 25.0000 (21.7017)  acc5: 46.0938 (41.8258)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [24]  [ 780/1251]  eta: 0:03:46  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6081 (4.9648)  acc1: 23.4375 (21.7205)  acc5: 46.8750 (41.8569)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [24]  [ 790/1251]  eta: 0:03:41  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.6221 (4.9623)  acc1: 25.3906 (21.7728)  acc5: 48.4375 (41.9272)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [24]  [ 800/1251]  eta: 0:03:36  lr: 2.992e-02  img/s: 5.01e+02  pen: 4.7e-02  loss: 4.5352 (4.9604)  acc1: 24.2188 (21.7667)  acc5: 47.6562 (41.9334)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [24]  [ 810/1251]  eta: 0:03:31  lr: 2.992e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.9294 (4.9617)  acc1: 24.2188 (21.7681)  acc5: 45.3125 (41.9240)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [24]  [ 820/1251]  eta: 0:03:26  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.9645 (4.9611)  acc1: 23.8281 (21.7694)  acc5: 43.7500 (41.9158)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [24]  [ 830/1251]  eta: 0:03:22  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.7142 (4.9601)  acc1: 22.6562 (21.7692)  acc5: 43.7500 (41.9182)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [24]  [ 840/1251]  eta: 0:03:17  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.4337 (4.9657)  acc1: 19.5312 (21.7106)  acc5: 36.7188 (41.8229)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [24]  [ 850/1251]  eta: 0:03:12  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.4337 (4.9673)  acc1: 15.6250 (21.6818)  acc5: 35.9375 (41.7831)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [24]  [ 860/1251]  eta: 0:03:07  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 5.0946 (4.9679)  acc1: 20.3125 (21.6872)  acc5: 42.1875 (41.7955)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [24]  [ 870/1251]  eta: 0:03:02  lr: 2.992e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 5.0121 (4.9676)  acc1: 23.8281 (21.7028)  acc5: 45.3125 (41.7946)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [24]  [ 880/1251]  eta: 0:02:57  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.6090 (4.9665)  acc1: 24.2188 (21.7136)  acc5: 45.3125 (41.8062)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [24]  [ 890/1251]  eta: 0:02:53  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.4908 (4.9622)  acc1: 26.1719 (21.7575)  acc5: 50.0000 (41.8675)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [24]  [ 900/1251]  eta: 0:02:48  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.4908 (4.9611)  acc1: 26.1719 (21.7870)  acc5: 50.0000 (41.9113)  time: 0.4879  data: 0.0003  max mem: 42896
Epoch: [24]  [ 910/1251]  eta: 0:02:43  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.9101 (4.9604)  acc1: 24.6094 (21.8038)  acc5: 45.7031 (41.9289)  time: 0.4880  data: 0.0003  max mem: 42896
Epoch: [24]  [ 920/1251]  eta: 0:02:38  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.1700 (4.9618)  acc1: 21.8750 (21.7808)  acc5: 42.5781 (41.8838)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [24]  [ 930/1251]  eta: 0:02:33  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.8193 (4.9582)  acc1: 23.8281 (21.8255)  acc5: 46.4844 (41.9542)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [24]  [ 940/1251]  eta: 0:02:29  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.8193 (4.9588)  acc1: 25.0000 (21.8488)  acc5: 47.2656 (41.9750)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [24]  [ 950/1251]  eta: 0:02:24  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.2550 (4.9614)  acc1: 21.4844 (21.8187)  acc5: 42.5781 (41.9295)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [24]  [ 960/1251]  eta: 0:02:19  lr: 2.992e-02  img/s: 4.99e+02  pen: 4.5e-02  loss: 5.2550 (4.9596)  acc1: 21.0938 (21.8449)  acc5: 42.5781 (41.9603)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [24]  [ 970/1251]  eta: 0:02:14  lr: 2.992e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.0392 (4.9616)  acc1: 21.0938 (21.8279)  acc5: 42.5781 (41.9477)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [24]  [ 980/1251]  eta: 0:02:09  lr: 2.992e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.9356 (4.9582)  acc1: 24.2188 (21.8682)  acc5: 47.6562 (41.9932)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [24]  [ 990/1251]  eta: 0:02:05  lr: 2.992e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.9356 (4.9604)  acc1: 25.3906 (21.8545)  acc5: 48.0469 (41.9640)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [24]  [1000/1251]  eta: 0:02:00  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 5.4752 (4.9633)  acc1: 17.9688 (21.8145)  acc5: 36.7188 (41.8991)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [24]  [1010/1251]  eta: 0:01:55  lr: 2.992e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 5.4612 (4.9670)  acc1: 16.4062 (21.7691)  acc5: 36.3281 (41.8363)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [24]  [1020/1251]  eta: 0:01:50  lr: 2.992e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 5.2915 (4.9649)  acc1: 19.9219 (21.7889)  acc5: 37.5000 (41.8638)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [24]  [1030/1251]  eta: 0:01:45  lr: 2.992e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.6943 (4.9653)  acc1: 23.0469 (21.7970)  acc5: 45.7031 (41.8579)  time: 0.4879  data: 0.0004  max mem: 42896
Epoch: [24]  [1040/1251]  eta: 0:01:41  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.1520 (4.9665)  acc1: 21.8750 (21.7909)  acc5: 44.5312 (41.8535)  time: 0.4879  data: 0.0004  max mem: 42896
Epoch: [24]  [1050/1251]  eta: 0:01:36  lr: 2.992e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.9037 (4.9665)  acc1: 23.8281 (21.7858)  acc5: 46.0938 (41.8545)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [24]  [1060/1251]  eta: 0:01:31  lr: 2.992e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.9725 (4.9670)  acc1: 25.3906 (21.8032)  acc5: 44.9219 (41.8587)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [24]  [1070/1251]  eta: 0:01:26  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.9875 (4.9667)  acc1: 23.4375 (21.7991)  acc5: 43.3594 (41.8592)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [24]  [1080/1251]  eta: 0:01:21  lr: 2.992e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.6077 (4.9656)  acc1: 22.2656 (21.7998)  acc5: 41.7969 (41.8659)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [24]  [1090/1251]  eta: 0:01:17  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3783 (4.9636)  acc1: 23.0469 (21.8106)  acc5: 43.7500 (41.8875)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [24]  [1100/1251]  eta: 0:01:12  lr: 2.992e-02  img/s: 5.38e+02  pen: 3.8e-02  loss: 4.4606 (4.9621)  acc1: 23.8281 (21.8175)  acc5: 46.4844 (41.8998)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [24]  [1110/1251]  eta: 0:01:07  lr: 2.992e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 4.5404 (4.9615)  acc1: 23.8281 (21.8296)  acc5: 46.0938 (41.9171)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [24]  [1120/1251]  eta: 0:01:02  lr: 2.992e-02  img/s: 4.84e+02  pen: 3.8e-02  loss: 4.8052 (4.9616)  acc1: 23.8281 (21.8374)  acc5: 42.9688 (41.9338)  time: 0.4773  data: 0.0003  max mem: 42896
Epoch: [24]  [1130/1251]  eta: 0:00:57  lr: 2.992e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 4.9955 (4.9619)  acc1: 23.8281 (21.8363)  acc5: 42.9688 (41.9433)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [24]  [1140/1251]  eta: 0:00:53  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.2171 (4.9638)  acc1: 19.5312 (21.8079)  acc5: 39.4531 (41.8910)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [24]  [1150/1251]  eta: 0:00:48  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 5.5601 (4.9657)  acc1: 12.8906 (21.7630)  acc5: 30.0781 (41.8345)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [24]  [1160/1251]  eta: 0:00:43  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 5.4876 (4.9666)  acc1: 17.9688 (21.7620)  acc5: 32.4219 (41.8285)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [24]  [1170/1251]  eta: 0:00:38  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.0687 (4.9658)  acc1: 22.2656 (21.7773)  acc5: 45.7031 (41.8439)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [24]  [1180/1251]  eta: 0:00:34  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.0901 (4.9681)  acc1: 22.6562 (21.7652)  acc5: 44.5312 (41.8349)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [24]  [1190/1251]  eta: 0:00:29  lr: 2.992e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.9454 (4.9655)  acc1: 23.0469 (21.7897)  acc5: 44.5312 (41.8736)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [24]  [1200/1251]  eta: 0:00:24  lr: 2.992e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.8241 (4.9663)  acc1: 24.2188 (21.7735)  acc5: 48.0469 (41.8668)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [24]  [1210/1251]  eta: 0:00:19  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.5257 (4.9627)  acc1: 24.6094 (21.8134)  acc5: 48.0469 (41.9256)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [24]  [1220/1251]  eta: 0:00:14  lr: 2.992e-02  img/s: 5.38e+02  pen: 3.7e-02  loss: 4.6415 (4.9628)  acc1: 26.9531 (21.8165)  acc5: 48.0469 (41.9271)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [24]  [1230/1251]  eta: 0:00:10  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.8156 (4.9616)  acc1: 25.0000 (21.8277)  acc5: 44.5312 (41.9467)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [24]  [1240/1251]  eta: 0:00:05  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.5498 (4.9602)  acc1: 25.0000 (21.8360)  acc5: 46.8750 (41.9624)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [24]  [1250/1251]  eta: 0:00:00  lr: 2.992e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.7397 (4.9598)  acc1: 22.6562 (21.8313)  acc5: 46.8750 (41.9558)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [24] Total time: 0:09:59
Test:   [ 0/49]  eta: 0:02:40  loss: 3.4495 (3.4495)  acc1: 43.7500 (43.7500)  acc5: 75.0000 (75.0000)  time: 3.2738  data: 3.0222  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 35.112 Acc@5 61.580 Loss: 3.906
Test: EMA  [ 0/49]  eta: 0:02:23  loss: 7.7865 (7.7865)  acc1: 1.1719 (1.1719)  acc5: 3.9062 (3.9062)  time: 2.9206  data: 2.6657  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 2.390 Acc@5 7.738 Loss: nan
Epoch: [25]  [   0/1251]  eta: 1:12:01  lr: 2.992e-02  img/s: 5.06e+02  pen: 3.7e-02  loss: 5.7508 (5.7508)  acc1: 10.1562 (10.1562)  acc5: 24.6094 (24.6094)  time: 3.4541  data: 2.9476  max mem: 42896
Epoch: [25]  [  10/1251]  eta: 0:15:22  lr: 2.992e-02  img/s: 5.43e+02  pen: 4.0e-02  loss: 5.2499 (5.0955)  acc1: 22.2656 (21.7330)  acc5: 44.5312 (41.1932)  time: 0.7435  data: 0.2683  max mem: 42896
Epoch: [25]  [  20/1251]  eta: 0:12:36  lr: 2.992e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 5.1683 (5.0533)  acc1: 22.2656 (21.3356)  acc5: 44.5312 (40.2902)  time: 0.4727  data: 0.0003  max mem: 42896
Epoch: [25]  [  30/1251]  eta: 0:11:34  lr: 2.992e-02  img/s: 5.43e+02  pen: 4.1e-02  loss: 4.9848 (5.0189)  acc1: 20.3125 (21.7994)  acc5: 40.2344 (41.0030)  time: 0.4730  data: 0.0003  max mem: 42896
Epoch: [25]  [  40/1251]  eta: 0:11:01  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.9848 (5.0370)  acc1: 20.3125 (21.3224)  acc5: 39.4531 (40.5107)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [25]  [  50/1251]  eta: 0:10:38  lr: 2.992e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.8253 (5.0246)  acc1: 20.3125 (21.7525)  acc5: 39.4531 (41.0769)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [25]  [  60/1251]  eta: 0:10:22  lr: 2.992e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.8253 (4.9940)  acc1: 25.0000 (21.9582)  acc5: 44.1406 (41.3294)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [25]  [  70/1251]  eta: 0:10:09  lr: 2.992e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.3242 (4.9178)  acc1: 26.1719 (22.6783)  acc5: 50.0000 (42.5066)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [25]  [  80/1251]  eta: 0:09:57  lr: 2.992e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.2125 (4.8591)  acc1: 28.1250 (23.0662)  acc5: 50.0000 (43.1472)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [25]  [  90/1251]  eta: 0:09:48  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2157 (4.8296)  acc1: 27.3438 (23.2958)  acc5: 49.2188 (43.7672)  time: 0.4728  data: 0.0003  max mem: 42896
Epoch: [25]  [ 100/1251]  eta: 0:09:39  lr: 2.992e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.9280 (4.8664)  acc1: 21.4844 (23.1165)  acc5: 44.9219 (43.4406)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [25]  [ 110/1251]  eta: 0:09:31  lr: 2.992e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 5.2670 (4.8864)  acc1: 20.7031 (22.9941)  acc5: 38.6719 (43.3171)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [25]  [ 120/1251]  eta: 0:09:23  lr: 2.992e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 5.2670 (4.9059)  acc1: 17.9688 (22.7918)  acc5: 38.6719 (43.0882)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [25]  [ 130/1251]  eta: 0:09:16  lr: 2.992e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.3038 (4.8744)  acc1: 23.8281 (23.0916)  acc5: 46.4844 (43.3802)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [25]  [ 140/1251]  eta: 0:09:10  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.8511 (4.8995)  acc1: 23.4375 (22.8696)  acc5: 46.4844 (42.9189)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [25]  [ 150/1251]  eta: 0:09:03  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.3092 (4.9218)  acc1: 19.9219 (22.6097)  acc5: 39.0625 (42.5781)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [25]  [ 160/1251]  eta: 0:08:57  lr: 2.992e-02  img/s: 5.11e+02  pen: 4.1e-02  loss: 5.1569 (4.9199)  acc1: 23.4375 (22.6344)  acc5: 41.7969 (42.6364)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [25]  [ 170/1251]  eta: 0:08:51  lr: 2.992e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.5443 (4.9160)  acc1: 24.6094 (22.6037)  acc5: 42.5781 (42.6101)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [25]  [ 180/1251]  eta: 0:08:45  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.4887 (4.8994)  acc1: 25.0000 (22.7102)  acc5: 50.7812 (42.8867)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [25]  [ 190/1251]  eta: 0:08:39  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.7585 (4.9099)  acc1: 25.0000 (22.6256)  acc5: 48.4375 (42.8010)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [25]  [ 200/1251]  eta: 0:08:33  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.3949 (4.9222)  acc1: 17.9688 (22.5163)  acc5: 39.0625 (42.6539)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [25]  [ 210/1251]  eta: 0:08:28  lr: 2.992e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.3949 (4.9295)  acc1: 21.0938 (22.4637)  acc5: 39.8438 (42.6059)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [25]  [ 220/1251]  eta: 0:08:22  lr: 2.992e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.7667 (4.9128)  acc1: 25.0000 (22.6209)  acc5: 47.2656 (42.8556)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [25]  [ 230/1251]  eta: 0:08:17  lr: 2.992e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.3491 (4.8987)  acc1: 26.5625 (22.7628)  acc5: 49.6094 (43.0939)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [25]  [ 240/1251]  eta: 0:08:11  lr: 2.992e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.5399 (4.8928)  acc1: 25.7812 (22.8102)  acc5: 48.4375 (43.1600)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [25]  [ 250/1251]  eta: 0:08:06  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.8531 (4.8980)  acc1: 22.6562 (22.7885)  acc5: 45.3125 (43.0621)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [25]  [ 260/1251]  eta: 0:08:01  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.8409 (4.8922)  acc1: 23.8281 (22.8733)  acc5: 45.3125 (43.1678)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [25]  [ 270/1251]  eta: 0:07:56  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.6851 (4.8881)  acc1: 25.0000 (22.9301)  acc5: 46.8750 (43.2873)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [25]  [ 280/1251]  eta: 0:07:50  lr: 2.992e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.5296 (4.8889)  acc1: 25.0000 (22.9218)  acc5: 45.3125 (43.1912)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [25]  [ 290/1251]  eta: 0:07:45  lr: 2.992e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 5.1806 (4.8945)  acc1: 24.2188 (22.9153)  acc5: 43.3594 (43.1889)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [25]  [ 300/1251]  eta: 0:07:40  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.1597 (4.8970)  acc1: 23.4375 (22.8976)  acc5: 44.9219 (43.1816)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [25]  [ 310/1251]  eta: 0:07:35  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.1597 (4.9090)  acc1: 23.4375 (22.7643)  acc5: 44.9219 (43.0115)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [25]  [ 320/1251]  eta: 0:07:30  lr: 2.992e-02  img/s: 4.95e+02  pen: 4.1e-02  loss: 5.2121 (4.9125)  acc1: 21.4844 (22.7293)  acc5: 44.1406 (42.9992)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [25]  [ 330/1251]  eta: 0:07:25  lr: 2.992e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.8658 (4.9050)  acc1: 24.6094 (22.8120)  acc5: 47.6562 (43.1198)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [25]  [ 340/1251]  eta: 0:07:20  lr: 2.992e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.8658 (4.9093)  acc1: 24.6094 (22.7536)  acc5: 45.7031 (43.0295)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [25]  [ 350/1251]  eta: 0:07:15  lr: 2.992e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.9584 (4.9093)  acc1: 21.8750 (22.7820)  acc5: 44.5312 (43.0578)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [25]  [ 360/1251]  eta: 0:07:10  lr: 2.992e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.9281 (4.9085)  acc1: 21.8750 (22.7612)  acc5: 43.3594 (43.0293)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [25]  [ 370/1251]  eta: 0:07:05  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.7925 (4.9081)  acc1: 23.0469 (22.7468)  acc5: 44.9219 (43.0540)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [25]  [ 380/1251]  eta: 0:07:00  lr: 2.992e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.7388 (4.9099)  acc1: 23.4375 (22.7424)  acc5: 46.4844 (43.0538)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [25]  [ 390/1251]  eta: 0:06:55  lr: 2.992e-02  img/s: 5.42e+02  pen: 3.4e-02  loss: 5.3341 (4.9191)  acc1: 21.4844 (22.6323)  acc5: 41.7969 (42.8878)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [25]  [ 400/1251]  eta: 0:06:50  lr: 2.992e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 5.5101 (4.9221)  acc1: 15.2344 (22.5491)  acc5: 32.0312 (42.7720)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [25]  [ 410/1251]  eta: 0:06:45  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.7702 (4.9170)  acc1: 22.6562 (22.5983)  acc5: 43.7500 (42.8366)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [25]  [ 420/1251]  eta: 0:06:40  lr: 2.992e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.7702 (4.9163)  acc1: 25.3906 (22.6024)  acc5: 46.4844 (42.8184)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [25]  [ 430/1251]  eta: 0:06:35  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.4e-02  loss: 4.9708 (4.9179)  acc1: 24.2188 (22.6001)  acc5: 43.3594 (42.8002)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [25]  [ 440/1251]  eta: 0:06:30  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 5.1979 (4.9218)  acc1: 22.2656 (22.5429)  acc5: 42.9688 (42.7243)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [25]  [ 450/1251]  eta: 0:06:25  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.3614 (4.9239)  acc1: 21.4844 (22.5116)  acc5: 41.4062 (42.6786)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [25]  [ 460/1251]  eta: 0:06:20  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 5.0402 (4.9255)  acc1: 22.6562 (22.4673)  acc5: 46.0938 (42.6315)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [25]  [ 470/1251]  eta: 0:06:15  lr: 2.992e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.6020 (4.9198)  acc1: 25.0000 (22.5269)  acc5: 47.2656 (42.7117)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [25]  [ 480/1251]  eta: 0:06:10  lr: 2.992e-02  img/s: 5.08e+02  pen: 3.8e-02  loss: 4.7331 (4.9254)  acc1: 23.4375 (22.4678)  acc5: 45.3125 (42.6277)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [25]  [ 490/1251]  eta: 0:06:05  lr: 2.992e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.7571 (4.9215)  acc1: 24.2188 (22.4701)  acc5: 47.6562 (42.6553)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [25]  [ 500/1251]  eta: 0:06:00  lr: 2.992e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.4157 (4.9161)  acc1: 25.7812 (22.5370)  acc5: 50.7812 (42.7808)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [25]  [ 510/1251]  eta: 0:05:56  lr: 2.992e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.4155 (4.9156)  acc1: 25.3906 (22.4950)  acc5: 48.8281 (42.7226)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [25]  [ 520/1251]  eta: 0:05:51  lr: 2.992e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.4571 (4.9123)  acc1: 25.7812 (22.5325)  acc5: 48.4375 (42.7528)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [25]  [ 530/1251]  eta: 0:05:46  lr: 2.992e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.4571 (4.9095)  acc1: 25.7812 (22.5555)  acc5: 49.2188 (42.8150)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [25]  [ 540/1251]  eta: 0:05:41  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.3500 (4.9056)  acc1: 25.0000 (22.5978)  acc5: 48.0469 (42.8612)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [25]  [ 550/1251]  eta: 0:05:36  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4483 (4.9086)  acc1: 24.2188 (22.5726)  acc5: 46.0938 (42.8036)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [25]  [ 560/1251]  eta: 0:05:31  lr: 2.992e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.9190 (4.9065)  acc1: 23.4375 (22.5936)  acc5: 46.0938 (42.8225)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [25]  [ 570/1251]  eta: 0:05:26  lr: 2.992e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.0704 (4.9103)  acc1: 21.8750 (22.5844)  acc5: 44.5312 (42.8244)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [25]  [ 580/1251]  eta: 0:05:22  lr: 2.992e-02  img/s: 5.40e+02  pen: 5.2e-02  loss: 4.7554 (4.9042)  acc1: 23.8281 (22.6421)  acc5: 44.5312 (42.9129)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [25]  [ 590/1251]  eta: 0:05:17  lr: 2.992e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.2858 (4.9027)  acc1: 25.3906 (22.6252)  acc5: 49.2188 (42.8855)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [25]  [ 600/1251]  eta: 0:05:12  lr: 2.992e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.2805 (4.8950)  acc1: 26.1719 (22.6861)  acc5: 48.8281 (42.9688)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [25]  [ 610/1251]  eta: 0:05:07  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.3502 (4.8952)  acc1: 26.1719 (22.6665)  acc5: 48.8281 (42.9579)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [25]  [ 620/1251]  eta: 0:05:02  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 5.3887 (4.9020)  acc1: 19.5312 (22.6097)  acc5: 39.8438 (42.8782)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [25]  [ 630/1251]  eta: 0:04:57  lr: 2.992e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.4134 (4.9077)  acc1: 17.9688 (22.5411)  acc5: 35.1562 (42.7762)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [25]  [ 640/1251]  eta: 0:04:52  lr: 2.992e-02  img/s: 4.95e+02  pen: 3.8e-02  loss: 5.2090 (4.9092)  acc1: 19.9219 (22.5325)  acc5: 38.2812 (42.7524)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [25]  [ 650/1251]  eta: 0:04:48  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.9615 (4.9117)  acc1: 25.0000 (22.5452)  acc5: 45.3125 (42.7491)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [25]  [ 660/1251]  eta: 0:04:43  lr: 2.992e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 5.0972 (4.9163)  acc1: 22.6562 (22.5044)  acc5: 42.5781 (42.6839)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [25]  [ 670/1251]  eta: 0:04:38  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.0446 (4.9119)  acc1: 23.8281 (22.5590)  acc5: 44.1406 (42.7691)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [25]  [ 680/1251]  eta: 0:04:33  lr: 2.992e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.3687 (4.9085)  acc1: 26.1719 (22.5754)  acc5: 48.4375 (42.7984)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [25]  [ 690/1251]  eta: 0:04:28  lr: 2.992e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.7095 (4.9097)  acc1: 25.7812 (22.5483)  acc5: 44.9219 (42.7607)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [25]  [ 700/1251]  eta: 0:04:23  lr: 2.992e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.2746 (4.9137)  acc1: 21.0938 (22.5275)  acc5: 38.6719 (42.7208)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [25]  [ 710/1251]  eta: 0:04:19  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.2842 (4.9164)  acc1: 21.0938 (22.4969)  acc5: 38.6719 (42.6831)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [25]  [ 720/1251]  eta: 0:04:14  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.2842 (4.9182)  acc1: 19.9219 (22.4683)  acc5: 38.6719 (42.6296)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [25]  [ 730/1251]  eta: 0:04:09  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.5548 (4.9157)  acc1: 21.8750 (22.4804)  acc5: 39.8438 (42.6497)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [25]  [ 740/1251]  eta: 0:04:04  lr: 2.992e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 4.3273 (4.9122)  acc1: 26.5625 (22.5108)  acc5: 48.4375 (42.6946)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [25]  [ 750/1251]  eta: 0:03:59  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.7833 (4.9140)  acc1: 25.0000 (22.5163)  acc5: 46.0938 (42.6983)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [25]  [ 760/1251]  eta: 0:03:55  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 5.0958 (4.9144)  acc1: 23.0469 (22.5136)  acc5: 42.1875 (42.6962)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [25]  [ 770/1251]  eta: 0:03:50  lr: 2.992e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 5.1286 (4.9162)  acc1: 22.2656 (22.5103)  acc5: 42.9688 (42.6936)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [25]  [ 780/1251]  eta: 0:03:45  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.1158 (4.9137)  acc1: 23.4375 (22.5382)  acc5: 44.1406 (42.7447)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [25]  [ 790/1251]  eta: 0:03:40  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2527 (4.9090)  acc1: 26.1719 (22.5743)  acc5: 50.3906 (42.8211)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [25]  [ 800/1251]  eta: 0:03:35  lr: 2.992e-02  img/s: 5.10e+02  pen: 3.7e-02  loss: 4.4573 (4.9108)  acc1: 22.2656 (22.5480)  acc5: 45.7031 (42.8098)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [25]  [ 810/1251]  eta: 0:03:31  lr: 2.992e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.6637 (4.9052)  acc1: 25.0000 (22.6009)  acc5: 48.4375 (42.9008)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [25]  [ 820/1251]  eta: 0:03:26  lr: 2.992e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.6637 (4.9076)  acc1: 25.0000 (22.5573)  acc5: 48.4375 (42.8422)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [25]  [ 830/1251]  eta: 0:03:21  lr: 2.992e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 5.0621 (4.9073)  acc1: 20.7031 (22.5542)  acc5: 39.4531 (42.8179)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [25]  [ 840/1251]  eta: 0:03:16  lr: 2.992e-02  img/s: 5.37e+02  pen: 4.7e-02  loss: 4.3714 (4.9048)  acc1: 25.0000 (22.5768)  acc5: 46.8750 (42.8638)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [25]  [ 850/1251]  eta: 0:03:11  lr: 2.992e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.5451 (4.9039)  acc1: 25.0000 (22.6071)  acc5: 48.0469 (42.9027)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [25]  [ 860/1251]  eta: 0:03:07  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.9194 (4.9049)  acc1: 25.0000 (22.6163)  acc5: 46.8750 (42.9161)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [25]  [ 870/1251]  eta: 0:03:02  lr: 2.992e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 5.2677 (4.9081)  acc1: 21.8750 (22.5872)  acc5: 41.7969 (42.8723)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [25]  [ 880/1251]  eta: 0:02:57  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.0862 (4.9068)  acc1: 21.4844 (22.6221)  acc5: 45.7031 (42.9275)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [25]  [ 890/1251]  eta: 0:02:52  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.8617 (4.9044)  acc1: 25.7812 (22.6453)  acc5: 48.0469 (42.9784)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [25]  [ 900/1251]  eta: 0:02:47  lr: 2.992e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.5178 (4.9038)  acc1: 23.4375 (22.6424)  acc5: 48.0469 (42.9878)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [25]  [ 910/1251]  eta: 0:02:43  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4587 (4.9029)  acc1: 21.8750 (22.6580)  acc5: 47.6562 (42.9962)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [25]  [ 920/1251]  eta: 0:02:38  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4587 (4.9017)  acc1: 27.3438 (22.6821)  acc5: 48.4375 (43.0417)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [25]  [ 930/1251]  eta: 0:02:33  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.9266 (4.9018)  acc1: 23.0469 (22.6747)  acc5: 48.0469 (43.0439)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [25]  [ 940/1251]  eta: 0:02:28  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.9990 (4.9010)  acc1: 22.2656 (22.6799)  acc5: 44.9219 (43.0410)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [25]  [ 950/1251]  eta: 0:02:23  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.9680 (4.9019)  acc1: 22.2656 (22.6801)  acc5: 40.6250 (43.0435)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [25]  [ 960/1251]  eta: 0:02:19  lr: 2.992e-02  img/s: 5.08e+02  pen: 4.3e-02  loss: 5.0624 (4.9037)  acc1: 20.7031 (22.6595)  acc5: 39.8438 (43.0070)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [25]  [ 970/1251]  eta: 0:02:14  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 5.0624 (4.9068)  acc1: 20.7031 (22.6390)  acc5: 36.7188 (42.9740)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [25]  [ 980/1251]  eta: 0:02:09  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.9680 (4.9078)  acc1: 21.4844 (22.6284)  acc5: 45.7031 (42.9600)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [25]  [ 990/1251]  eta: 0:02:04  lr: 2.992e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.8547 (4.9068)  acc1: 23.4375 (22.6586)  acc5: 48.0469 (43.0003)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [25]  [1000/1251]  eta: 0:01:59  lr: 2.992e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 4.7422 (4.9061)  acc1: 24.2188 (22.6703)  acc5: 48.4375 (43.0148)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [25]  [1010/1251]  eta: 0:01:55  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.7796 (4.9058)  acc1: 23.4375 (22.6775)  acc5: 48.0469 (43.0313)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [25]  [1020/1251]  eta: 0:01:50  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.4169 (4.9028)  acc1: 26.5625 (22.7194)  acc5: 48.0469 (43.0816)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [25]  [1030/1251]  eta: 0:01:45  lr: 2.992e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.4289 (4.9029)  acc1: 26.5625 (22.7335)  acc5: 48.4375 (43.0934)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [25]  [1040/1251]  eta: 0:01:40  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4289 (4.8995)  acc1: 27.3438 (22.7729)  acc5: 49.6094 (43.1350)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [25]  [1050/1251]  eta: 0:01:36  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.3857 (4.8981)  acc1: 27.3438 (22.7811)  acc5: 51.9531 (43.1542)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [25]  [1060/1251]  eta: 0:01:31  lr: 2.992e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.6655 (4.8995)  acc1: 26.1719 (22.7844)  acc5: 45.3125 (43.1433)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [25]  [1070/1251]  eta: 0:01:26  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.9221 (4.8999)  acc1: 26.1719 (22.7814)  acc5: 43.3594 (43.1376)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [25]  [1080/1251]  eta: 0:01:21  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.3850 (4.8969)  acc1: 26.5625 (22.8178)  acc5: 50.7812 (43.1881)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [25]  [1090/1251]  eta: 0:01:16  lr: 2.992e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.6919 (4.8986)  acc1: 25.7812 (22.8052)  acc5: 50.0000 (43.1732)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [25]  [1100/1251]  eta: 0:01:12  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 5.2565 (4.8992)  acc1: 21.8750 (22.8138)  acc5: 40.2344 (43.1777)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [25]  [1110/1251]  eta: 0:01:07  lr: 2.992e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.1870 (4.9011)  acc1: 19.9219 (22.7965)  acc5: 41.7969 (43.1572)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [25]  [1120/1251]  eta: 0:01:02  lr: 2.992e-02  img/s: 5.06e+02  pen: 3.8e-02  loss: 4.8578 (4.8996)  acc1: 22.6562 (22.8322)  acc5: 45.3125 (43.1977)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [25]  [1130/1251]  eta: 0:00:57  lr: 2.992e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6432 (4.8994)  acc1: 27.3438 (22.8331)  acc5: 50.0000 (43.2095)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [25]  [1140/1251]  eta: 0:00:53  lr: 2.992e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.6405 (4.8990)  acc1: 25.7812 (22.8350)  acc5: 48.8281 (43.2122)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [25]  [1150/1251]  eta: 0:00:48  lr: 2.992e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 5.2633 (4.9012)  acc1: 20.3125 (22.8063)  acc5: 38.2812 (43.1663)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [25]  [1160/1251]  eta: 0:00:43  lr: 2.992e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 5.3850 (4.9023)  acc1: 17.9688 (22.7966)  acc5: 36.3281 (43.1538)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [25]  [1170/1251]  eta: 0:00:38  lr: 2.992e-02  img/s: 5.38e+02  pen: 3.8e-02  loss: 5.4527 (4.9050)  acc1: 20.3125 (22.7843)  acc5: 38.2812 (43.1232)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [25]  [1180/1251]  eta: 0:00:33  lr: 2.992e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.1669 (4.9038)  acc1: 22.6562 (22.8038)  acc5: 42.9688 (43.1447)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [25]  [1190/1251]  eta: 0:00:29  lr: 2.992e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.9927 (4.9054)  acc1: 21.8750 (22.7996)  acc5: 46.8750 (43.1432)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [25]  [1200/1251]  eta: 0:00:24  lr: 2.992e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.7826 (4.9038)  acc1: 21.8750 (22.8153)  acc5: 47.6562 (43.1541)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [25]  [1210/1251]  eta: 0:00:19  lr: 2.992e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.7802 (4.9047)  acc1: 25.7812 (22.8288)  acc5: 48.0469 (43.1771)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [25]  [1220/1251]  eta: 0:00:14  lr: 2.992e-02  img/s: 5.37e+02  pen: 4.0e-02  loss: 5.3226 (4.9089)  acc1: 20.3125 (22.7845)  acc5: 39.8438 (43.1201)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [25]  [1230/1251]  eta: 0:00:10  lr: 2.992e-02  img/s: 5.38e+02  pen: 4.9e-02  loss: 5.3992 (4.9079)  acc1: 17.9688 (22.7752)  acc5: 36.3281 (43.1188)  time: 0.4772  data: 0.0004  max mem: 42896
Epoch: [25]  [1240/1251]  eta: 0:00:05  lr: 2.992e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.5175 (4.9060)  acc1: 27.7344 (22.8051)  acc5: 50.7812 (43.1658)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [25]  [1250/1251]  eta: 0:00:00  lr: 2.992e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.7225 (4.9054)  acc1: 26.5625 (22.7955)  acc5: 49.2188 (43.1517)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [25] Total time: 0:09:57
Test:   [ 0/49]  eta: 0:02:07  loss: 3.3339 (3.3339)  acc1: 46.8750 (46.8750)  acc5: 78.5156 (78.5156)  time: 2.6013  data: 2.3537  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 35.080 Acc@5 61.504 Loss: 3.928
Test: EMA  [ 0/49]  eta: 0:02:31  loss: 8.9689 (8.9689)  acc1: 1.1719 (1.1719)  acc5: 3.5156 (3.5156)  time: 3.0818  data: 2.8174  max mem: 42896
Test: EMA Total time: 0:00:14
Test: EMA Acc@1 2.096 Acc@5 6.838 Loss: nan
Epoch: [26]  [   0/1251]  eta: 1:10:24  lr: 2.991e-02  img/s: 5.09e+02  pen: 3.8e-02  loss: 5.3781 (5.3781)  acc1: 19.5312 (19.5312)  acc5: 38.6719 (38.6719)  time: 3.3769  data: 2.8743  max mem: 42896
Epoch: [26]  [  10/1251]  eta: 0:15:54  lr: 2.991e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.3259 (4.5503)  acc1: 26.5625 (26.0298)  acc5: 51.9531 (49.1122)  time: 0.7695  data: 0.2929  max mem: 42896
Epoch: [26]  [  20/1251]  eta: 0:12:53  lr: 2.991e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.5009 (4.8221)  acc1: 26.1719 (24.0141)  acc5: 49.6094 (44.8661)  time: 0.4913  data: 0.0175  max mem: 42896
Epoch: [26]  [  30/1251]  eta: 0:11:46  lr: 2.991e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 5.4514 (4.9091)  acc1: 19.1406 (22.6562)  acc5: 37.1094 (42.9940)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [26]  [  40/1251]  eta: 0:11:11  lr: 2.991e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 5.1068 (4.8588)  acc1: 19.9219 (23.1421)  acc5: 41.0156 (43.8548)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [26]  [  50/1251]  eta: 0:10:46  lr: 2.991e-02  img/s: 5.43e+02  pen: 4.1e-02  loss: 4.4522 (4.8404)  acc1: 26.1719 (23.5677)  acc5: 51.5625 (44.4700)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [26]  [  60/1251]  eta: 0:10:28  lr: 2.991e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.7319 (4.8473)  acc1: 25.7812 (23.5592)  acc5: 51.5625 (44.8578)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [26]  [  70/1251]  eta: 0:10:15  lr: 2.991e-02  img/s: 5.43e+02  pen: 4.4e-02  loss: 4.8704 (4.8563)  acc1: 24.2188 (23.3385)  acc5: 47.2656 (44.2507)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [26]  [  80/1251]  eta: 0:10:03  lr: 2.991e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.6498 (4.8529)  acc1: 27.3438 (23.4713)  acc5: 47.2656 (44.4396)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [26]  [  90/1251]  eta: 0:09:52  lr: 2.991e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.6498 (4.8540)  acc1: 27.3438 (23.5191)  acc5: 49.2188 (44.4196)  time: 0.4731  data: 0.0004  max mem: 42896
Epoch: [26]  [ 100/1251]  eta: 0:09:43  lr: 2.991e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.7627 (4.8523)  acc1: 25.3906 (23.3988)  acc5: 47.2656 (44.1290)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [26]  [ 110/1251]  eta: 0:09:35  lr: 2.991e-02  img/s: 5.40e+02  pen: 3.5e-02  loss: 4.9439 (4.8532)  acc1: 23.8281 (23.4657)  acc5: 45.3125 (44.0843)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [26]  [ 120/1251]  eta: 0:09:27  lr: 2.991e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.9439 (4.8620)  acc1: 23.8281 (23.2341)  acc5: 45.3125 (43.7791)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [26]  [ 130/1251]  eta: 0:09:20  lr: 2.991e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.0493 (4.8708)  acc1: 23.4375 (23.2347)  acc5: 44.5312 (43.7917)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [26]  [ 140/1251]  eta: 0:09:13  lr: 2.991e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 5.0493 (4.8694)  acc1: 23.8281 (23.2076)  acc5: 44.5312 (43.7251)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [26]  [ 150/1251]  eta: 0:09:06  lr: 2.991e-02  img/s: 5.43e+02  pen: 4.9e-02  loss: 4.5246 (4.8602)  acc1: 25.3906 (23.3444)  acc5: 50.0000 (43.9751)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [26]  [ 160/1251]  eta: 0:09:00  lr: 2.991e-02  img/s: 5.04e+02  pen: 4.5e-02  loss: 4.5246 (4.8513)  acc1: 25.0000 (23.3623)  acc5: 48.0469 (44.0120)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [26]  [ 170/1251]  eta: 0:08:53  lr: 2.991e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.6964 (4.8541)  acc1: 25.3906 (23.2867)  acc5: 45.7031 (43.8939)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [26]  [ 180/1251]  eta: 0:08:47  lr: 2.991e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.6719 (4.8552)  acc1: 23.8281 (23.1850)  acc5: 45.7031 (43.7888)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [26]  [ 190/1251]  eta: 0:08:41  lr: 2.991e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.6181 (4.8615)  acc1: 22.6562 (23.1737)  acc5: 45.7031 (43.7152)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [26]  [ 200/1251]  eta: 0:08:36  lr: 2.991e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 5.1568 (4.8670)  acc1: 19.9219 (23.1052)  acc5: 42.1875 (43.6062)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [26]  [ 210/1251]  eta: 0:08:30  lr: 2.991e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.1919 (4.8796)  acc1: 20.3125 (23.0191)  acc5: 39.8438 (43.3890)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [26]  [ 220/1251]  eta: 0:08:24  lr: 2.991e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.9977 (4.8779)  acc1: 21.0938 (23.0239)  acc5: 39.8438 (43.3788)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [26]  [ 230/1251]  eta: 0:08:19  lr: 2.991e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.3151 (4.8681)  acc1: 25.0000 (23.0063)  acc5: 50.0000 (43.4067)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [26]  [ 240/1251]  eta: 0:08:13  lr: 2.991e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.3151 (4.8633)  acc1: 26.1719 (22.9529)  acc5: 50.0000 (43.3496)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [26]  [ 250/1251]  eta: 0:08:08  lr: 2.991e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.3694 (4.8583)  acc1: 26.9531 (23.0671)  acc5: 48.8281 (43.4683)  time: 0.4730  data: 0.0003  max mem: 42896
Epoch: [26]  [ 260/1251]  eta: 0:08:02  lr: 2.991e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.7356 (4.8570)  acc1: 24.6094 (23.0663)  acc5: 44.1406 (43.4387)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [26]  [ 270/1251]  eta: 0:07:57  lr: 2.991e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 5.2700 (4.8655)  acc1: 21.4844 (22.9705)  acc5: 40.2344 (43.3334)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [26]  [ 280/1251]  eta: 0:07:52  lr: 2.991e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.9979 (4.8655)  acc1: 22.6562 (23.0775)  acc5: 44.1406 (43.4525)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [26]  [ 290/1251]  eta: 0:07:47  lr: 2.991e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.8787 (4.8638)  acc1: 25.3906 (23.1301)  acc5: 46.8750 (43.5299)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [26]  [ 300/1251]  eta: 0:07:41  lr: 2.991e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.6723 (4.8599)  acc1: 25.7812 (23.1702)  acc5: 48.8281 (43.6293)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [26]  [ 310/1251]  eta: 0:07:36  lr: 2.991e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.8875 (4.8619)  acc1: 25.3906 (23.1235)  acc5: 45.7031 (43.6005)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [26]  [ 320/1251]  eta: 0:07:31  lr: 2.991e-02  img/s: 5.08e+02  pen: 4.3e-02  loss: 4.5083 (4.8557)  acc1: 26.1719 (23.2075)  acc5: 48.8281 (43.6831)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [26]  [ 330/1251]  eta: 0:07:26  lr: 2.991e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.6028 (4.8553)  acc1: 25.0000 (23.2038)  acc5: 48.8281 (43.7217)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [26]  [ 340/1251]  eta: 0:07:21  lr: 2.991e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.6028 (4.8500)  acc1: 25.0000 (23.2428)  acc5: 49.2188 (43.8073)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [26]  [ 350/1251]  eta: 0:07:16  lr: 2.991e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.8677 (4.8547)  acc1: 25.7812 (23.2272)  acc5: 45.3125 (43.7611)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [26]  [ 360/1251]  eta: 0:07:11  lr: 2.991e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.1213 (4.8551)  acc1: 24.6094 (23.2795)  acc5: 45.3125 (43.8030)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [26]  [ 370/1251]  eta: 0:07:05  lr: 2.991e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.9375 (4.8568)  acc1: 26.1719 (23.2975)  acc5: 46.4844 (43.8048)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [26]  [ 380/1251]  eta: 0:07:00  lr: 2.991e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.0412 (4.8600)  acc1: 22.6562 (23.2765)  acc5: 43.3594 (43.7562)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [26]  [ 390/1251]  eta: 0:06:55  lr: 2.991e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 5.1119 (4.8626)  acc1: 22.6562 (23.2537)  acc5: 44.1406 (43.7300)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [26]  [ 400/1251]  eta: 0:06:50  lr: 2.991e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.5561 (4.8557)  acc1: 25.7812 (23.3372)  acc5: 50.0000 (43.8698)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [26]  [ 410/1251]  eta: 0:06:45  lr: 2.991e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 4.3415 (4.8503)  acc1: 25.7812 (23.3966)  acc5: 50.0000 (43.9734)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [26]  [ 420/1251]  eta: 0:06:40  lr: 2.991e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.2303 (4.8371)  acc1: 27.3438 (23.5266)  acc5: 50.0000 (44.1675)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [26]  [ 430/1251]  eta: 0:06:36  lr: 2.991e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2303 (4.8377)  acc1: 28.1250 (23.4910)  acc5: 50.7812 (44.1288)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [26]  [ 440/1251]  eta: 0:06:31  lr: 2.991e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.9728 (4.8435)  acc1: 21.0938 (23.4322)  acc5: 42.9688 (44.0698)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [26]  [ 450/1251]  eta: 0:06:26  lr: 2.991e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.7761 (4.8378)  acc1: 26.1719 (23.5172)  acc5: 48.4375 (44.1623)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [26]  [ 460/1251]  eta: 0:06:21  lr: 2.991e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.3062 (4.8393)  acc1: 26.1719 (23.5256)  acc5: 46.0938 (44.1694)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [26]  [ 470/1251]  eta: 0:06:16  lr: 2.991e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 5.2450 (4.8442)  acc1: 21.4844 (23.4707)  acc5: 41.4062 (44.1116)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [26]  [ 480/1251]  eta: 0:06:11  lr: 2.991e-02  img/s: 5.11e+02  pen: 4.5e-02  loss: 4.9183 (4.8437)  acc1: 21.8750 (23.4708)  acc5: 42.9688 (44.1154)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [26]  [ 490/1251]  eta: 0:06:06  lr: 2.991e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6652 (4.8454)  acc1: 25.3906 (23.4510)  acc5: 46.0938 (44.0921)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [26]  [ 500/1251]  eta: 0:06:01  lr: 2.991e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.5825 (4.8457)  acc1: 25.7812 (23.4445)  acc5: 48.0469 (44.0938)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [26]  [ 510/1251]  eta: 0:05:56  lr: 2.991e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.6836 (4.8496)  acc1: 23.0469 (23.3870)  acc5: 48.4375 (44.0153)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [26]  [ 520/1251]  eta: 0:05:51  lr: 2.991e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 5.1893 (4.8541)  acc1: 19.9219 (23.3445)  acc5: 40.6250 (43.9487)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [26]  [ 530/1251]  eta: 0:05:46  lr: 2.991e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.1821 (4.8436)  acc1: 28.1250 (23.4647)  acc5: 50.0000 (44.0972)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [26]  [ 540/1251]  eta: 0:05:41  lr: 2.991e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.4051 (4.8451)  acc1: 28.1250 (23.4902)  acc5: 50.0000 (44.1226)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [26]  [ 550/1251]  eta: 0:05:37  lr: 2.991e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 5.0471 (4.8478)  acc1: 25.3906 (23.4737)  acc5: 44.9219 (44.0995)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [26]  [ 560/1251]  eta: 0:05:32  lr: 2.991e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 5.0471 (4.8501)  acc1: 20.3125 (23.4236)  acc5: 41.7969 (44.0411)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [26]  [ 570/1251]  eta: 0:05:27  lr: 2.991e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.4113 (4.8555)  acc1: 17.9688 (23.3643)  acc5: 35.1562 (43.9429)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [26]  [ 580/1251]  eta: 0:05:22  lr: 2.991e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.4544 (4.8459)  acc1: 27.3438 (23.4590)  acc5: 50.3906 (44.0989)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [26]  [ 590/1251]  eta: 0:05:17  lr: 2.991e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.3568 (4.8428)  acc1: 27.7344 (23.4937)  acc5: 51.5625 (44.1836)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [26]  [ 600/1251]  eta: 0:05:12  lr: 2.991e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.2930 (4.8403)  acc1: 26.5625 (23.5129)  acc5: 51.9531 (44.2160)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [26]  [ 610/1251]  eta: 0:05:07  lr: 2.991e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.4306 (4.8419)  acc1: 25.0000 (23.4688)  acc5: 47.2656 (44.1720)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [26]  [ 620/1251]  eta: 0:05:02  lr: 2.991e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.8489 (4.8394)  acc1: 22.6562 (23.4991)  acc5: 44.9219 (44.2255)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [26]  [ 630/1251]  eta: 0:04:58  lr: 2.991e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.8489 (4.8406)  acc1: 23.8281 (23.5056)  acc5: 47.2656 (44.2663)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [26]  [ 640/1251]  eta: 0:04:53  lr: 2.991e-02  img/s: 5.10e+02  pen: 3.9e-02  loss: 5.1462 (4.8443)  acc1: 21.0938 (23.4515)  acc5: 45.7031 (44.2113)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [26]  [ 650/1251]  eta: 0:04:48  lr: 2.991e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.2618 (4.8461)  acc1: 18.7500 (23.4339)  acc5: 37.1094 (44.1898)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [26]  [ 660/1251]  eta: 0:04:43  lr: 2.991e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 4.7631 (4.8455)  acc1: 23.8281 (23.4269)  acc5: 44.5312 (44.1962)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [26]  [ 670/1251]  eta: 0:04:38  lr: 2.991e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.7074 (4.8455)  acc1: 23.8281 (23.4154)  acc5: 45.7031 (44.1866)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [26]  [ 680/1251]  eta: 0:04:33  lr: 2.991e-02  img/s: 5.37e+02  pen: 3.9e-02  loss: 5.2864 (4.8518)  acc1: 18.7500 (23.3652)  acc5: 43.3594 (44.1056)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [26]  [ 690/1251]  eta: 0:04:29  lr: 2.991e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 5.0544 (4.8478)  acc1: 23.4375 (23.4251)  acc5: 44.1406 (44.1949)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [26]  [ 700/1251]  eta: 0:04:24  lr: 2.991e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.4395 (4.8475)  acc1: 25.7812 (23.4280)  acc5: 50.7812 (44.2036)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [26]  [ 710/1251]  eta: 0:04:19  lr: 2.991e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.9981 (4.8486)  acc1: 24.2188 (23.4353)  acc5: 47.2656 (44.1994)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [26]  [ 720/1251]  eta: 0:04:14  lr: 2.991e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.0040 (4.8501)  acc1: 23.0469 (23.4169)  acc5: 43.3594 (44.1553)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [26]  [ 730/1251]  eta: 0:04:09  lr: 2.991e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 5.0040 (4.8505)  acc1: 23.4375 (23.4327)  acc5: 43.7500 (44.1866)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [26]  [ 740/1251]  eta: 0:04:04  lr: 2.991e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.6948 (4.8477)  acc1: 26.5625 (23.4533)  acc5: 48.0469 (44.2202)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [26]  [ 750/1251]  eta: 0:04:00  lr: 2.991e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.3487 (4.8486)  acc1: 26.5625 (23.4495)  acc5: 48.0469 (44.2160)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [26]  [ 760/1251]  eta: 0:03:55  lr: 2.991e-02  img/s: 5.39e+02  pen: 3.7e-02  loss: 5.0601 (4.8513)  acc1: 23.8281 (23.4478)  acc5: 44.5312 (44.2207)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [26]  [ 770/1251]  eta: 0:03:50  lr: 2.991e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.8657 (4.8511)  acc1: 25.0000 (23.4375)  acc5: 48.0469 (44.2060)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [26]  [ 780/1251]  eta: 0:03:45  lr: 2.991e-02  img/s: 5.42e+02  pen: 5.1e-02  loss: 4.5020 (4.8489)  acc1: 26.5625 (23.4625)  acc5: 50.3906 (44.2392)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [26]  [ 790/1251]  eta: 0:03:40  lr: 2.991e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.4817 (4.8456)  acc1: 27.3438 (23.4997)  acc5: 50.7812 (44.2903)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [26]  [ 800/1251]  eta: 0:03:36  lr: 2.991e-02  img/s: 5.06e+02  pen: 4.6e-02  loss: 4.3212 (4.8442)  acc1: 27.7344 (23.5180)  acc5: 50.7812 (44.3079)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [26]  [ 810/1251]  eta: 0:03:31  lr: 2.991e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.6090 (4.8440)  acc1: 26.1719 (23.5334)  acc5: 48.8281 (44.3328)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [26]  [ 820/1251]  eta: 0:03:26  lr: 2.991e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.9420 (4.8462)  acc1: 25.0000 (23.5174)  acc5: 45.3125 (44.3052)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [26]  [ 830/1251]  eta: 0:03:21  lr: 2.991e-02  img/s: 5.37e+02  pen: 4.5e-02  loss: 4.6349 (4.8444)  acc1: 26.1719 (23.5287)  acc5: 46.4844 (44.3193)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [26]  [ 840/1251]  eta: 0:03:16  lr: 2.991e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.5222 (4.8448)  acc1: 26.5625 (23.5383)  acc5: 46.8750 (44.3399)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [26]  [ 850/1251]  eta: 0:03:11  lr: 2.991e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.4219 (4.8482)  acc1: 21.4844 (23.4967)  acc5: 42.9688 (44.2618)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [26]  [ 860/1251]  eta: 0:03:07  lr: 2.991e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 5.4579 (4.8495)  acc1: 19.1406 (23.4783)  acc5: 39.4531 (44.2386)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [26]  [ 870/1251]  eta: 0:03:02  lr: 2.991e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.9372 (4.8485)  acc1: 24.6094 (23.4940)  acc5: 46.4844 (44.2608)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [26]  [ 880/1251]  eta: 0:02:57  lr: 2.991e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.9372 (4.8513)  acc1: 24.6094 (23.4579)  acc5: 46.4844 (44.1907)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [26]  [ 890/1251]  eta: 0:02:52  lr: 2.991e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.4488 (4.8575)  acc1: 16.0156 (23.3801)  acc5: 33.2031 (44.0915)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [26]  [ 900/1251]  eta: 0:02:47  lr: 2.991e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 5.2515 (4.8565)  acc1: 20.7031 (23.3842)  acc5: 42.9688 (44.0921)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [26]  [ 910/1251]  eta: 0:02:43  lr: 2.991e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 5.1842 (4.8583)  acc1: 22.2656 (23.3762)  acc5: 42.9688 (44.0802)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [26]  [ 920/1251]  eta: 0:02:38  lr: 2.991e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.9548 (4.8573)  acc1: 23.8281 (23.3955)  acc5: 44.9219 (44.1037)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [26]  [ 930/1251]  eta: 0:02:33  lr: 2.991e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.5669 (4.8574)  acc1: 25.7812 (23.3880)  acc5: 49.6094 (44.0911)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [26]  [ 940/1251]  eta: 0:02:28  lr: 2.991e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.5161 (4.8549)  acc1: 25.7812 (23.4101)  acc5: 49.6094 (44.1178)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [26]  [ 950/1251]  eta: 0:02:23  lr: 2.991e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.8345 (4.8577)  acc1: 25.0000 (23.3792)  acc5: 48.8281 (44.0770)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [26]  [ 960/1251]  eta: 0:02:19  lr: 2.991e-02  img/s: 5.09e+02  pen: 4.6e-02  loss: 5.1935 (4.8586)  acc1: 22.2656 (23.3729)  acc5: 40.6250 (44.0671)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [26]  [ 970/1251]  eta: 0:02:14  lr: 2.991e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 5.1843 (4.8593)  acc1: 23.4375 (23.3755)  acc5: 42.1875 (44.0714)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [26]  [ 980/1251]  eta: 0:02:09  lr: 2.991e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.1334 (4.8596)  acc1: 23.4375 (23.3794)  acc5: 42.9688 (44.0909)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [26]  [ 990/1251]  eta: 0:02:04  lr: 2.991e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.4766 (4.8554)  acc1: 26.1719 (23.4221)  acc5: 50.3906 (44.1564)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [26]  [1000/1251]  eta: 0:02:00  lr: 2.991e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.3645 (4.8549)  acc1: 28.5156 (23.4277)  acc5: 51.5625 (44.1625)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [26]  [1010/1251]  eta: 0:01:55  lr: 2.991e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.7288 (4.8531)  acc1: 26.5625 (23.4371)  acc5: 50.0000 (44.1881)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [26]  [1020/1251]  eta: 0:01:50  lr: 2.991e-02  img/s: 5.39e+02  pen: 3.7e-02  loss: 4.3753 (4.8528)  acc1: 26.5625 (23.4463)  acc5: 48.8281 (44.1896)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [26]  [1030/1251]  eta: 0:01:45  lr: 2.991e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.3753 (4.8512)  acc1: 27.3438 (23.4640)  acc5: 48.8281 (44.2168)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [26]  [1040/1251]  eta: 0:01:40  lr: 2.991e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.4335 (4.8503)  acc1: 27.3438 (23.4803)  acc5: 48.0469 (44.2292)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [26]  [1050/1251]  eta: 0:01:36  lr: 2.991e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.0219 (4.8511)  acc1: 25.0000 (23.4728)  acc5: 46.0938 (44.2138)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [26]  [1060/1251]  eta: 0:01:31  lr: 2.991e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 5.0152 (4.8508)  acc1: 25.0000 (23.4854)  acc5: 44.9219 (44.2190)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [26]  [1070/1251]  eta: 0:01:26  lr: 2.991e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.9368 (4.8518)  acc1: 22.6562 (23.4663)  acc5: 44.9219 (44.2099)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [26]  [1080/1251]  eta: 0:01:21  lr: 2.991e-02  img/s: 5.41e+02  pen: 3.5e-02  loss: 4.8741 (4.8520)  acc1: 22.6562 (23.4592)  acc5: 44.9219 (44.2002)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [26]  [1090/1251]  eta: 0:01:16  lr: 2.991e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.8547 (4.8539)  acc1: 23.0469 (23.4389)  acc5: 41.7969 (44.1607)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [26]  [1100/1251]  eta: 0:01:12  lr: 2.991e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.1105 (4.8541)  acc1: 24.2188 (23.4421)  acc5: 41.0156 (44.1637)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [26]  [1110/1251]  eta: 0:01:07  lr: 2.991e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.6362 (4.8541)  acc1: 24.2188 (23.4484)  acc5: 45.3125 (44.1751)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [26]  [1120/1251]  eta: 0:01:02  lr: 2.991e-02  img/s: 5.09e+02  pen: 4.0e-02  loss: 4.7066 (4.8554)  acc1: 23.0469 (23.4347)  acc5: 45.3125 (44.1486)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [26]  [1130/1251]  eta: 0:00:57  lr: 2.991e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.9852 (4.8556)  acc1: 23.0469 (23.4237)  acc5: 41.4062 (44.1292)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [26]  [1140/1251]  eta: 0:00:53  lr: 2.991e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 4.5579 (4.8541)  acc1: 25.3906 (23.4416)  acc5: 41.7969 (44.1588)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [26]  [1150/1251]  eta: 0:00:48  lr: 2.991e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.1479 (4.8563)  acc1: 20.7031 (23.4117)  acc5: 42.9688 (44.1308)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [26]  [1160/1251]  eta: 0:00:43  lr: 2.991e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.4062 (4.8590)  acc1: 20.3125 (23.3837)  acc5: 40.2344 (44.0854)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [26]  [1170/1251]  eta: 0:00:38  lr: 2.991e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.9844 (4.8564)  acc1: 24.2188 (23.4121)  acc5: 48.0469 (44.1193)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [26]  [1180/1251]  eta: 0:00:33  lr: 2.991e-02  img/s: 5.39e+02  pen: 3.7e-02  loss: 4.2190 (4.8560)  acc1: 27.7344 (23.4163)  acc5: 50.7812 (44.1244)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [26]  [1190/1251]  eta: 0:00:29  lr: 2.991e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.8592 (4.8567)  acc1: 24.6094 (23.4195)  acc5: 46.0938 (44.1147)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [26]  [1200/1251]  eta: 0:00:24  lr: 2.991e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.6992 (4.8547)  acc1: 25.7812 (23.4567)  acc5: 47.6562 (44.1491)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [26]  [1210/1251]  eta: 0:00:19  lr: 2.991e-02  img/s: 5.42e+02  pen: 3.5e-02  loss: 4.2978 (4.8541)  acc1: 26.9531 (23.4698)  acc5: 47.6562 (44.1638)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [26]  [1220/1251]  eta: 0:00:14  lr: 2.991e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.7554 (4.8538)  acc1: 25.3906 (23.4785)  acc5: 50.3906 (44.1861)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [26]  [1230/1251]  eta: 0:00:10  lr: 2.991e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.6420 (4.8540)  acc1: 25.3906 (23.4803)  acc5: 50.3906 (44.1806)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [26]  [1240/1251]  eta: 0:00:05  lr: 2.991e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.6376 (4.8539)  acc1: 25.7812 (23.4778)  acc5: 46.0938 (44.1727)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [26]  [1250/1251]  eta: 0:00:00  lr: 2.991e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.3551 (4.8533)  acc1: 26.9531 (23.4862)  acc5: 47.6562 (44.1809)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [26] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:14  loss: 3.1907 (3.1907)  acc1: 54.2969 (54.2969)  acc5: 79.2969 (79.2969)  time: 2.7365  data: 2.4896  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 36.624 Acc@5 62.512 Loss: 3.869
Test: EMA  [ 0/49]  eta: 0:02:58  loss: 11.2313 (11.2313)  acc1: 1.1719 (1.1719)  acc5: 3.9062 (3.9062)  time: 3.6426  data: 3.3948  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 1.894 Acc@5 6.166 Loss: nan
Epoch: [27]  [   0/1251]  eta: 1:12:00  lr: 2.990e-02  img/s: 4.27e+02  pen: 4.2e-02  loss: 5.0482 (5.0482)  acc1: 21.0938 (21.0938)  acc5: 44.9219 (44.9219)  time: 3.4538  data: 2.8549  max mem: 42896
Epoch: [27]  [  10/1251]  eta: 0:15:43  lr: 2.990e-02  img/s: 5.43e+02  pen: 3.9e-02  loss: 5.0715 (5.0562)  acc1: 21.0938 (22.4432)  acc5: 44.9219 (42.3651)  time: 0.7603  data: 0.2760  max mem: 42896
Epoch: [27]  [  20/1251]  eta: 0:12:47  lr: 2.990e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.1777 (5.0238)  acc1: 23.4375 (22.4888)  acc5: 41.4062 (43.0432)  time: 0.4823  data: 0.0092  max mem: 42896
Epoch: [27]  [  30/1251]  eta: 0:11:42  lr: 2.990e-02  img/s: 5.42e+02  pen: 5.2e-02  loss: 4.6810 (4.9516)  acc1: 25.0000 (23.3619)  acc5: 49.2188 (44.5439)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [27]  [  40/1251]  eta: 0:11:07  lr: 2.990e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.6584 (4.9148)  acc1: 25.3906 (23.4184)  acc5: 49.2188 (44.2931)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [27]  [  50/1251]  eta: 0:10:43  lr: 2.990e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 5.4366 (4.9894)  acc1: 19.5312 (22.4648)  acc5: 37.5000 (42.6930)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [27]  [  60/1251]  eta: 0:10:26  lr: 2.990e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.2958 (4.9884)  acc1: 19.9219 (22.6306)  acc5: 38.2812 (42.9688)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [27]  [  70/1251]  eta: 0:10:13  lr: 2.990e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.9818 (4.9685)  acc1: 24.6094 (22.7718)  acc5: 46.8750 (43.2108)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [27]  [  80/1251]  eta: 0:10:01  lr: 2.990e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.7457 (4.9496)  acc1: 25.0000 (22.8106)  acc5: 48.4375 (43.4221)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [27]  [  90/1251]  eta: 0:09:51  lr: 2.990e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.7435 (4.9499)  acc1: 24.6094 (22.8365)  acc5: 48.4375 (43.4366)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [27]  [ 100/1251]  eta: 0:09:42  lr: 2.990e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.0879 (4.9510)  acc1: 22.2656 (22.8226)  acc5: 41.4062 (43.3478)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [27]  [ 110/1251]  eta: 0:09:33  lr: 2.990e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.9208 (4.9429)  acc1: 22.2656 (22.7618)  acc5: 43.3594 (43.3981)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [27]  [ 120/1251]  eta: 0:09:26  lr: 2.990e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.9208 (4.9460)  acc1: 25.0000 (22.7176)  acc5: 46.4844 (43.2206)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [27]  [ 130/1251]  eta: 0:09:19  lr: 2.990e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.3763 (4.9704)  acc1: 19.9219 (22.5847)  acc5: 38.6719 (42.9538)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [27]  [ 140/1251]  eta: 0:09:12  lr: 2.990e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.4073 (4.9944)  acc1: 18.7500 (22.2102)  acc5: 37.1094 (42.3316)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [27]  [ 150/1251]  eta: 0:09:05  lr: 2.990e-02  img/s: 5.41e+02  pen: 3.5e-02  loss: 5.3028 (4.9914)  acc1: 18.7500 (22.1466)  acc5: 39.8438 (42.3738)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [27]  [ 160/1251]  eta: 0:08:59  lr: 2.990e-02  img/s: 5.09e+02  pen: 4.6e-02  loss: 4.8277 (4.9887)  acc1: 24.2188 (22.2074)  acc5: 45.3125 (42.4156)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [27]  [ 170/1251]  eta: 0:08:53  lr: 2.990e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.7001 (4.9747)  acc1: 26.9531 (22.4438)  acc5: 47.6562 (42.7700)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [27]  [ 180/1251]  eta: 0:08:47  lr: 2.990e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.7001 (4.9604)  acc1: 27.7344 (22.5764)  acc5: 49.6094 (42.9407)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [27]  [ 190/1251]  eta: 0:08:41  lr: 2.990e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.8731 (4.9598)  acc1: 25.7812 (22.6562)  acc5: 45.7031 (43.0199)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [27]  [ 200/1251]  eta: 0:08:35  lr: 2.990e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.8731 (4.9555)  acc1: 23.0469 (22.6193)  acc5: 48.4375 (43.0193)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [27]  [ 210/1251]  eta: 0:08:29  lr: 2.990e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.9883 (4.9575)  acc1: 24.6094 (22.6229)  acc5: 48.4375 (43.0780)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [27]  [ 220/1251]  eta: 0:08:24  lr: 2.990e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.9620 (4.9586)  acc1: 24.6094 (22.6227)  acc5: 46.0938 (43.0377)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [27]  [ 230/1251]  eta: 0:08:18  lr: 2.990e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.7434 (4.9475)  acc1: 26.5625 (22.7729)  acc5: 50.0000 (43.2292)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [27]  [ 240/1251]  eta: 0:08:13  lr: 2.990e-02  img/s: 5.37e+02  pen: 4.8e-02  loss: 4.6964 (4.9356)  acc1: 28.1250 (22.9626)  acc5: 51.5625 (43.4874)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [27]  [ 250/1251]  eta: 0:08:07  lr: 2.990e-02  img/s: 5.40e+02  pen: 3.4e-02  loss: 4.8653 (4.9389)  acc1: 26.1719 (22.9737)  acc5: 48.8281 (43.4465)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [27]  [ 260/1251]  eta: 0:08:02  lr: 2.990e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 5.3679 (4.9514)  acc1: 20.3125 (22.8553)  acc5: 41.7969 (43.2666)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [27]  [ 270/1251]  eta: 0:07:57  lr: 2.990e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 5.2697 (4.9502)  acc1: 21.4844 (22.8898)  acc5: 42.5781 (43.2772)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [27]  [ 280/1251]  eta: 0:07:51  lr: 2.990e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.8077 (4.9447)  acc1: 22.2656 (22.8773)  acc5: 46.0938 (43.2579)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [27]  [ 290/1251]  eta: 0:07:46  lr: 2.990e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.7366 (4.9382)  acc1: 25.0000 (22.9730)  acc5: 48.8281 (43.3822)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [27]  [ 300/1251]  eta: 0:07:41  lr: 2.990e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.8765 (4.9394)  acc1: 26.1719 (22.9781)  acc5: 48.8281 (43.3607)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [27]  [ 310/1251]  eta: 0:07:36  lr: 2.990e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.9206 (4.9428)  acc1: 24.6094 (22.9703)  acc5: 44.9219 (43.3079)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [27]  [ 320/1251]  eta: 0:07:31  lr: 2.990e-02  img/s: 5.09e+02  pen: 4.4e-02  loss: 4.9526 (4.9425)  acc1: 24.6094 (23.0018)  acc5: 41.7969 (43.3277)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [27]  [ 330/1251]  eta: 0:07:26  lr: 2.990e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.1068 (4.9429)  acc1: 24.2188 (23.0422)  acc5: 47.2656 (43.4160)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [27]  [ 340/1251]  eta: 0:07:21  lr: 2.990e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.1068 (4.9416)  acc1: 23.4375 (23.0686)  acc5: 45.7031 (43.4854)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [27]  [ 350/1251]  eta: 0:07:15  lr: 2.990e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 5.0667 (4.9366)  acc1: 23.0469 (23.1404)  acc5: 44.9219 (43.6087)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [27]  [ 360/1251]  eta: 0:07:11  lr: 2.990e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.2349 (4.9187)  acc1: 29.6875 (23.3077)  acc5: 50.3906 (43.8171)  time: 0.4772  data: 0.0004  max mem: 42896
Epoch: [27]  [ 370/1251]  eta: 0:07:05  lr: 2.990e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.3012 (4.9158)  acc1: 29.6875 (23.3775)  acc5: 50.3906 (43.9100)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [27]  [ 380/1251]  eta: 0:07:00  lr: 2.990e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.0694 (4.9267)  acc1: 21.0938 (23.2324)  acc5: 42.5781 (43.6998)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [27]  [ 390/1251]  eta: 0:06:55  lr: 2.990e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.0606 (4.9225)  acc1: 20.7031 (23.3166)  acc5: 40.6250 (43.7760)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [27]  [ 400/1251]  eta: 0:06:50  lr: 2.990e-02  img/s: 5.37e+02  pen: 4.1e-02  loss: 4.6128 (4.9226)  acc1: 25.0000 (23.2709)  acc5: 48.8281 (43.7315)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [27]  [ 410/1251]  eta: 0:06:45  lr: 2.990e-02  img/s: 5.39e+02  pen: 3.5e-02  loss: 5.1844 (4.9217)  acc1: 22.2656 (23.3082)  acc5: 44.1406 (43.7937)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [27]  [ 420/1251]  eta: 0:06:41  lr: 2.990e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.8902 (4.9183)  acc1: 24.2188 (23.3438)  acc5: 45.7031 (43.8131)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [27]  [ 430/1251]  eta: 0:06:36  lr: 2.990e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.8677 (4.9166)  acc1: 26.5625 (23.3695)  acc5: 46.8750 (43.8497)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [27]  [ 440/1251]  eta: 0:06:31  lr: 2.990e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.8223 (4.9143)  acc1: 27.7344 (23.3888)  acc5: 49.2188 (43.8563)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [27]  [ 450/1251]  eta: 0:06:26  lr: 2.990e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.3338 (4.9063)  acc1: 29.2969 (23.4366)  acc5: 51.1719 (43.9397)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [27]  [ 460/1251]  eta: 0:06:21  lr: 2.990e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.2596 (4.9053)  acc1: 26.9531 (23.4256)  acc5: 51.1719 (43.9398)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [27]  [ 470/1251]  eta: 0:06:16  lr: 2.990e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.8058 (4.9036)  acc1: 26.1719 (23.4483)  acc5: 45.7031 (43.9482)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [27]  [ 480/1251]  eta: 0:06:11  lr: 2.990e-02  img/s: 5.10e+02  pen: 3.9e-02  loss: 4.6549 (4.8984)  acc1: 26.9531 (23.5244)  acc5: 51.1719 (44.0619)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [27]  [ 490/1251]  eta: 0:06:06  lr: 2.990e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.7271 (4.9011)  acc1: 26.1719 (23.4908)  acc5: 48.0469 (43.9958)  time: 0.4760  data: 0.0014  max mem: 42896
Epoch: [27]  [ 500/1251]  eta: 0:06:01  lr: 2.990e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.1450 (4.9073)  acc1: 23.4375 (23.4359)  acc5: 44.1406 (43.9075)  time: 0.4741  data: 0.0014  max mem: 42896
Epoch: [27]  [ 510/1251]  eta: 0:05:56  lr: 2.990e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.8446 (4.8973)  acc1: 26.1719 (23.5499)  acc5: 48.4375 (44.0688)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [27]  [ 520/1251]  eta: 0:05:51  lr: 2.990e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.8698 (4.9000)  acc1: 26.1719 (23.5290)  acc5: 47.6562 (44.0327)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [27]  [ 530/1251]  eta: 0:05:46  lr: 2.990e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 5.1424 (4.9030)  acc1: 19.5312 (23.4750)  acc5: 41.7969 (43.9457)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [27]  [ 540/1251]  eta: 0:05:41  lr: 2.990e-02  img/s: 5.38e+02  pen: 3.9e-02  loss: 4.9578 (4.9012)  acc1: 22.6562 (23.5025)  acc5: 45.7031 (43.9738)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [27]  [ 550/1251]  eta: 0:05:37  lr: 2.990e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.9578 (4.9016)  acc1: 22.6562 (23.4786)  acc5: 45.7031 (43.9435)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [27]  [ 560/1251]  eta: 0:05:32  lr: 2.990e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.3586 (4.9039)  acc1: 21.0938 (23.4667)  acc5: 40.6250 (43.9150)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [27]  [ 570/1251]  eta: 0:05:27  lr: 2.990e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.0738 (4.9039)  acc1: 22.6562 (23.4601)  acc5: 42.9688 (43.9156)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [27]  [ 580/1251]  eta: 0:05:22  lr: 2.990e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.0238 (4.9061)  acc1: 23.0469 (23.4657)  acc5: 45.7031 (43.9369)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [27]  [ 590/1251]  eta: 0:05:17  lr: 2.990e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 5.0064 (4.9075)  acc1: 23.0469 (23.4454)  acc5: 46.4844 (43.9569)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [27]  [ 600/1251]  eta: 0:05:12  lr: 2.990e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.9943 (4.9074)  acc1: 23.0469 (23.4265)  acc5: 46.4844 (43.9255)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [27]  [ 610/1251]  eta: 0:05:07  lr: 2.990e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 5.4031 (4.9140)  acc1: 17.5781 (23.3397)  acc5: 34.7656 (43.8165)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [27]  [ 620/1251]  eta: 0:05:02  lr: 2.990e-02  img/s: 5.38e+02  pen: 3.7e-02  loss: 5.2012 (4.9101)  acc1: 21.4844 (23.3859)  acc5: 41.0156 (43.8695)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [27]  [ 630/1251]  eta: 0:04:58  lr: 2.990e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.2937 (4.9058)  acc1: 29.6875 (23.4202)  acc5: 53.1250 (43.9351)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [27]  [ 640/1251]  eta: 0:04:53  lr: 2.990e-02  img/s: 5.07e+02  pen: 3.8e-02  loss: 4.6972 (4.9069)  acc1: 25.7812 (23.3918)  acc5: 48.4375 (43.8774)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [27]  [ 650/1251]  eta: 0:04:48  lr: 2.990e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.6972 (4.9047)  acc1: 25.7812 (23.4051)  acc5: 48.4375 (43.9096)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [27]  [ 660/1251]  eta: 0:04:43  lr: 2.990e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.4652 (4.9007)  acc1: 26.5625 (23.4440)  acc5: 50.0000 (43.9687)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [27]  [ 670/1251]  eta: 0:04:38  lr: 2.990e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.4466 (4.8990)  acc1: 26.5625 (23.4538)  acc5: 51.5625 (44.0032)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [27]  [ 680/1251]  eta: 0:04:33  lr: 2.990e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.2903 (4.9058)  acc1: 20.3125 (23.3813)  acc5: 39.4531 (43.8905)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [27]  [ 690/1251]  eta: 0:04:29  lr: 2.990e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 5.3327 (4.9059)  acc1: 18.7500 (23.3748)  acc5: 36.7188 (43.8834)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [27]  [ 700/1251]  eta: 0:04:24  lr: 2.990e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.8202 (4.9060)  acc1: 21.8750 (23.3795)  acc5: 45.3125 (43.8999)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [27]  [ 710/1251]  eta: 0:04:19  lr: 2.990e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.1016 (4.9083)  acc1: 21.8750 (23.3496)  acc5: 44.9219 (43.8544)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [27]  [ 720/1251]  eta: 0:04:14  lr: 2.990e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.9971 (4.9065)  acc1: 23.4375 (23.3682)  acc5: 46.0938 (43.8611)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [27]  [ 730/1251]  eta: 0:04:09  lr: 2.990e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.4326 (4.9039)  acc1: 26.1719 (23.4012)  acc5: 48.4375 (43.8927)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [27]  [ 740/1251]  eta: 0:04:04  lr: 2.990e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.0302 (4.9060)  acc1: 26.1719 (23.3758)  acc5: 45.7031 (43.8512)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [27]  [ 750/1251]  eta: 0:04:00  lr: 2.990e-02  img/s: 5.41e+02  pen: 3.5e-02  loss: 5.1456 (4.9078)  acc1: 22.6562 (23.3678)  acc5: 44.1406 (43.8426)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [27]  [ 760/1251]  eta: 0:03:55  lr: 2.990e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.9232 (4.9067)  acc1: 24.2188 (23.4026)  acc5: 44.5312 (43.8675)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [27]  [ 770/1251]  eta: 0:03:50  lr: 2.990e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 5.1686 (4.9092)  acc1: 23.4375 (23.3569)  acc5: 43.7500 (43.8103)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [27]  [ 780/1251]  eta: 0:03:45  lr: 2.990e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.3223 (4.9043)  acc1: 22.2656 (23.3990)  acc5: 43.7500 (43.8605)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [27]  [ 790/1251]  eta: 0:03:40  lr: 2.990e-02  img/s: 5.37e+02  pen: 3.7e-02  loss: 4.5802 (4.9057)  acc1: 27.7344 (23.3896)  acc5: 50.0000 (43.8502)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [27]  [ 800/1251]  eta: 0:03:36  lr: 2.990e-02  img/s: 5.08e+02  pen: 3.5e-02  loss: 5.3751 (4.9108)  acc1: 19.9219 (23.3453)  acc5: 39.4531 (43.7734)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [27]  [ 810/1251]  eta: 0:03:31  lr: 2.990e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 5.3970 (4.9129)  acc1: 19.9219 (23.3089)  acc5: 38.6719 (43.7240)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [27]  [ 820/1251]  eta: 0:03:26  lr: 2.990e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.2403 (4.9132)  acc1: 20.7031 (23.2990)  acc5: 42.9688 (43.6991)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [27]  [ 830/1251]  eta: 0:03:21  lr: 2.990e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.6558 (4.9102)  acc1: 27.7344 (23.3275)  acc5: 48.0469 (43.7368)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [27]  [ 840/1251]  eta: 0:03:16  lr: 2.990e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.7196 (4.9113)  acc1: 25.7812 (23.3070)  acc5: 48.0469 (43.7254)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [27]  [ 850/1251]  eta: 0:03:12  lr: 2.990e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 5.0589 (4.9110)  acc1: 22.2656 (23.3030)  acc5: 46.4844 (43.7192)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [27]  [ 860/1251]  eta: 0:03:07  lr: 2.990e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.5711 (4.9078)  acc1: 26.9531 (23.3309)  acc5: 50.7812 (43.7672)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [27]  [ 870/1251]  eta: 0:03:02  lr: 2.990e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.5249 (4.9066)  acc1: 26.5625 (23.3352)  acc5: 50.0000 (43.7823)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [27]  [ 880/1251]  eta: 0:02:57  lr: 2.990e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.5249 (4.9058)  acc1: 23.8281 (23.3506)  acc5: 44.1406 (43.7939)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [27]  [ 890/1251]  eta: 0:02:52  lr: 2.990e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.9646 (4.9063)  acc1: 23.8281 (23.3362)  acc5: 46.4844 (43.7912)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [27]  [ 900/1251]  eta: 0:02:48  lr: 2.990e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.9646 (4.9058)  acc1: 23.8281 (23.3426)  acc5: 46.4844 (43.8098)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [27]  [ 910/1251]  eta: 0:02:43  lr: 2.990e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.7713 (4.9055)  acc1: 25.3906 (23.3560)  acc5: 47.2656 (43.8336)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [27]  [ 920/1251]  eta: 0:02:38  lr: 2.990e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.9409 (4.9063)  acc1: 25.3906 (23.3493)  acc5: 46.8750 (43.8136)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [27]  [ 930/1251]  eta: 0:02:33  lr: 2.990e-02  img/s: 5.38e+02  pen: 3.8e-02  loss: 5.3001 (4.9080)  acc1: 21.0938 (23.3490)  acc5: 40.2344 (43.7928)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [27]  [ 940/1251]  eta: 0:02:28  lr: 2.990e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.0805 (4.9077)  acc1: 22.6562 (23.3482)  acc5: 42.9688 (43.7911)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [27]  [ 950/1251]  eta: 0:02:24  lr: 2.990e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 5.0390 (4.9086)  acc1: 24.6094 (23.3504)  acc5: 42.9688 (43.7866)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [27]  [ 960/1251]  eta: 0:02:19  lr: 2.990e-02  img/s: 5.07e+02  pen: 4.0e-02  loss: 4.8140 (4.9062)  acc1: 25.0000 (23.3879)  acc5: 49.6094 (43.8350)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [27]  [ 970/1251]  eta: 0:02:14  lr: 2.990e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.2866 (4.9097)  acc1: 21.8750 (23.3582)  acc5: 42.5781 (43.7894)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [27]  [ 980/1251]  eta: 0:02:09  lr: 2.990e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 5.4215 (4.9127)  acc1: 19.9219 (23.3089)  acc5: 37.8906 (43.7353)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [27]  [ 990/1251]  eta: 0:02:04  lr: 2.990e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 5.4215 (4.9135)  acc1: 18.3594 (23.2850)  acc5: 39.8438 (43.7082)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [27]  [1000/1251]  eta: 0:02:00  lr: 2.990e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.1269 (4.9125)  acc1: 23.8281 (23.2919)  acc5: 43.7500 (43.7231)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [27]  [1010/1251]  eta: 0:01:55  lr: 2.990e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.8487 (4.9099)  acc1: 25.7812 (23.3077)  acc5: 49.6094 (43.7608)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [27]  [1020/1251]  eta: 0:01:50  lr: 2.990e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.5620 (4.9088)  acc1: 27.3438 (23.3139)  acc5: 50.3906 (43.7753)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [27]  [1030/1251]  eta: 0:01:45  lr: 2.990e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3258 (4.9059)  acc1: 26.9531 (23.3492)  acc5: 50.7812 (43.8246)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [27]  [1040/1251]  eta: 0:01:40  lr: 2.990e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.6454 (4.9068)  acc1: 26.5625 (23.3306)  acc5: 50.7812 (43.8078)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [27]  [1050/1251]  eta: 0:01:36  lr: 2.990e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.6554 (4.9043)  acc1: 25.7812 (23.3602)  acc5: 49.6094 (43.8333)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [27]  [1060/1251]  eta: 0:01:31  lr: 2.990e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.5243 (4.9042)  acc1: 25.7812 (23.3594)  acc5: 49.6094 (43.8512)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [27]  [1070/1251]  eta: 0:01:26  lr: 2.990e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.8313 (4.9033)  acc1: 24.6094 (23.3751)  acc5: 46.0938 (43.8729)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [27]  [1080/1251]  eta: 0:01:21  lr: 2.990e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.9238 (4.9030)  acc1: 25.3906 (23.3645)  acc5: 46.0938 (43.8743)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [27]  [1090/1251]  eta: 0:01:16  lr: 2.990e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.0134 (4.9048)  acc1: 22.6562 (23.3526)  acc5: 43.3594 (43.8660)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [27]  [1100/1251]  eta: 0:01:12  lr: 2.990e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.8848 (4.9039)  acc1: 24.6094 (23.3662)  acc5: 46.8750 (43.8948)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [27]  [1110/1251]  eta: 0:01:07  lr: 2.990e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.4962 (4.9008)  acc1: 27.3438 (23.3953)  acc5: 50.7812 (43.9335)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [27]  [1120/1251]  eta: 0:01:02  lr: 2.990e-02  img/s: 5.09e+02  pen: 3.9e-02  loss: 4.4962 (4.9012)  acc1: 26.1719 (23.3831)  acc5: 48.4375 (43.9155)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [27]  [1130/1251]  eta: 0:00:57  lr: 2.990e-02  img/s: 5.39e+02  pen: 3.7e-02  loss: 5.1723 (4.9018)  acc1: 20.3125 (23.3708)  acc5: 40.2344 (43.9020)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [27]  [1140/1251]  eta: 0:00:53  lr: 2.990e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 5.2483 (4.9037)  acc1: 20.3125 (23.3303)  acc5: 40.2344 (43.8554)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [27]  [1150/1251]  eta: 0:00:48  lr: 2.990e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.3173 (4.9040)  acc1: 18.7500 (23.3214)  acc5: 38.2812 (43.8515)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [27]  [1160/1251]  eta: 0:00:43  lr: 2.990e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.4228 (4.9002)  acc1: 28.9062 (23.3578)  acc5: 51.5625 (43.9017)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [27]  [1170/1251]  eta: 0:00:38  lr: 2.990e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.5116 (4.8998)  acc1: 27.3438 (23.3568)  acc5: 49.2188 (43.9014)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [27]  [1180/1251]  eta: 0:00:33  lr: 2.990e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.8310 (4.9015)  acc1: 21.4844 (23.3363)  acc5: 44.1406 (43.8621)  time: 0.4778  data: 0.0003  max mem: 42896
Epoch: [27]  [1190/1251]  eta: 0:00:29  lr: 2.990e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 5.1656 (4.9002)  acc1: 20.3125 (23.3529)  acc5: 41.4062 (43.8786)  time: 0.4793  data: 0.0003  max mem: 42896
Epoch: [27]  [1200/1251]  eta: 0:00:24  lr: 2.990e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 4.2471 (4.8984)  acc1: 27.3438 (23.3803)  acc5: 50.0000 (43.9084)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [27]  [1210/1251]  eta: 0:00:19  lr: 2.990e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.8210 (4.8988)  acc1: 23.0469 (23.3791)  acc5: 47.6562 (43.9039)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [27]  [1220/1251]  eta: 0:00:14  lr: 2.990e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 5.0767 (4.8999)  acc1: 21.4844 (23.3502)  acc5: 42.9688 (43.8645)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [27]  [1230/1251]  eta: 0:00:10  lr: 2.990e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.1390 (4.9005)  acc1: 21.8750 (23.3499)  acc5: 42.1875 (43.8620)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [27]  [1240/1251]  eta: 0:00:05  lr: 2.990e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 5.1390 (4.9017)  acc1: 22.6562 (23.3349)  acc5: 42.1875 (43.8410)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [27]  [1250/1251]  eta: 0:00:00  lr: 2.990e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.7639 (4.8996)  acc1: 25.7812 (23.3747)  acc5: 46.8750 (43.8855)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [27] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:52  loss: 3.3501 (3.3501)  acc1: 49.6094 (49.6094)  acc5: 77.3438 (77.3438)  time: 3.5274  data: 3.2788  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 36.634 Acc@5 63.442 Loss: 3.918
Test: EMA  [ 0/49]  eta: 0:02:56  loss: nan (nan)  acc1: 1.1719 (1.1719)  acc5: 4.2969 (4.2969)  time: 3.6049  data: 3.3558  max mem: 42896
Test: EMA Total time: 0:00:17
Test: EMA Acc@1 1.704 Acc@5 5.646 Loss: nan
Epoch: [28]  [   0/1251]  eta: 1:09:02  lr: 2.989e-02  img/s: 5.13e+02  pen: 4.2e-02  loss: 4.5191 (4.5191)  acc1: 30.0781 (30.0781)  acc5: 55.4688 (55.4688)  time: 3.3115  data: 2.8125  max mem: 42896
Epoch: [28]  [  10/1251]  eta: 0:15:09  lr: 2.989e-02  img/s: 5.38e+02  pen: 3.9e-02  loss: 4.7066 (4.6825)  acc1: 26.9531 (27.1662)  acc5: 51.5625 (50.0000)  time: 0.7327  data: 0.2560  max mem: 42896
Epoch: [28]  [  20/1251]  eta: 0:12:29  lr: 2.989e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.8648 (4.7657)  acc1: 25.7812 (25.7440)  acc5: 47.6562 (47.2842)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [28]  [  30/1251]  eta: 0:11:30  lr: 2.989e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.8431 (4.7822)  acc1: 24.2188 (25.7434)  acc5: 47.6562 (47.2278)  time: 0.4730  data: 0.0003  max mem: 42896
Epoch: [28]  [  40/1251]  eta: 0:10:58  lr: 2.989e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.4392 (4.7148)  acc1: 27.7344 (25.9146)  acc5: 51.1719 (47.6372)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [28]  [  50/1251]  eta: 0:10:36  lr: 2.989e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.4392 (4.7275)  acc1: 27.7344 (25.9498)  acc5: 52.3438 (47.6792)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [28]  [  60/1251]  eta: 0:10:20  lr: 2.989e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 5.1337 (4.7927)  acc1: 21.8750 (25.1857)  acc5: 42.9688 (46.7341)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [28]  [  70/1251]  eta: 0:10:07  lr: 2.989e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.1897 (4.7944)  acc1: 22.2656 (25.3521)  acc5: 41.7969 (46.6549)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [28]  [  80/1251]  eta: 0:09:56  lr: 2.989e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 5.1911 (4.8101)  acc1: 22.6562 (25.1640)  acc5: 41.7969 (46.3831)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [28]  [  90/1251]  eta: 0:09:46  lr: 2.989e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.9210 (4.8066)  acc1: 23.8281 (25.1502)  acc5: 48.8281 (46.5144)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [28]  [ 100/1251]  eta: 0:09:38  lr: 2.989e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.8475 (4.8087)  acc1: 24.6094 (25.1276)  acc5: 49.2188 (46.4766)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [28]  [ 110/1251]  eta: 0:09:30  lr: 2.989e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 5.2507 (4.8341)  acc1: 22.2656 (24.7783)  acc5: 44.1406 (45.8685)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [28]  [ 120/1251]  eta: 0:09:23  lr: 2.989e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.2799 (4.8424)  acc1: 20.7031 (24.6449)  acc5: 40.6250 (45.6353)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [28]  [ 130/1251]  eta: 0:09:16  lr: 2.989e-02  img/s: 5.39e+02  pen: 3.7e-02  loss: 4.4092 (4.8244)  acc1: 20.7031 (24.6452)  acc5: 44.5312 (45.6703)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [28]  [ 140/1251]  eta: 0:09:09  lr: 2.989e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.3021 (4.8236)  acc1: 24.2188 (24.6038)  acc5: 45.7031 (45.6034)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [28]  [ 150/1251]  eta: 0:09:03  lr: 2.989e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 5.1560 (4.8460)  acc1: 23.4375 (24.4671)  acc5: 44.5312 (45.2996)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [28]  [ 160/1251]  eta: 0:08:57  lr: 2.989e-02  img/s: 5.10e+02  pen: 3.7e-02  loss: 5.1845 (4.8537)  acc1: 22.6562 (24.4128)  acc5: 44.5312 (45.2737)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [28]  [ 170/1251]  eta: 0:08:50  lr: 2.989e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.5669 (4.8375)  acc1: 26.5625 (24.4837)  acc5: 51.1719 (45.2645)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [28]  [ 180/1251]  eta: 0:08:45  lr: 2.989e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.2177 (4.8427)  acc1: 24.6094 (24.3741)  acc5: 49.6094 (45.0427)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [28]  [ 190/1251]  eta: 0:08:39  lr: 2.989e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.7440 (4.8336)  acc1: 26.1719 (24.4028)  acc5: 48.0469 (45.0569)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [28]  [ 200/1251]  eta: 0:08:33  lr: 2.989e-02  img/s: 5.38e+02  pen: 3.8e-02  loss: 4.8124 (4.8464)  acc1: 24.2188 (24.2090)  acc5: 45.7031 (44.7256)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [28]  [ 210/1251]  eta: 0:08:28  lr: 2.989e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.8630 (4.8423)  acc1: 23.4375 (24.2539)  acc5: 45.7031 (44.8312)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [28]  [ 220/1251]  eta: 0:08:22  lr: 2.989e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.1299 (4.8577)  acc1: 19.9219 (24.0933)  acc5: 41.4062 (44.5737)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [28]  [ 230/1251]  eta: 0:08:17  lr: 2.989e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.4301 (4.8614)  acc1: 16.7969 (23.9752)  acc5: 35.9375 (44.4552)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [28]  [ 240/1251]  eta: 0:08:11  lr: 2.989e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 5.4301 (4.8779)  acc1: 16.7969 (23.8054)  acc5: 35.9375 (44.1552)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [28]  [ 250/1251]  eta: 0:08:06  lr: 2.989e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 5.3467 (4.8825)  acc1: 20.3125 (23.8188)  acc5: 38.6719 (44.1266)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [28]  [ 260/1251]  eta: 0:08:01  lr: 2.989e-02  img/s: 5.40e+02  pen: 3.4e-02  loss: 4.9404 (4.8821)  acc1: 25.7812 (23.8386)  acc5: 48.8281 (44.1466)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [28]  [ 270/1251]  eta: 0:07:55  lr: 2.989e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.5907 (4.8769)  acc1: 25.7812 (23.8901)  acc5: 49.2188 (44.2430)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [28]  [ 280/1251]  eta: 0:07:50  lr: 2.989e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.0086 (4.8828)  acc1: 26.9531 (23.8754)  acc5: 45.7031 (44.2032)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [28]  [ 290/1251]  eta: 0:07:45  lr: 2.989e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.7842 (4.8706)  acc1: 25.7812 (23.9087)  acc5: 49.2188 (44.3178)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [28]  [ 300/1251]  eta: 0:07:40  lr: 2.989e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.7109 (4.8669)  acc1: 26.1719 (23.9592)  acc5: 50.3906 (44.4378)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [28]  [ 310/1251]  eta: 0:07:35  lr: 2.989e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.7832 (4.8627)  acc1: 26.9531 (24.0102)  acc5: 50.7812 (44.4936)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [28]  [ 320/1251]  eta: 0:07:30  lr: 2.989e-02  img/s: 5.09e+02  pen: 4.8e-02  loss: 4.7217 (4.8541)  acc1: 28.1250 (24.1457)  acc5: 51.1719 (44.6748)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [28]  [ 330/1251]  eta: 0:07:25  lr: 2.989e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.9287 (4.8587)  acc1: 24.6094 (24.0901)  acc5: 48.0469 (44.6209)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [28]  [ 340/1251]  eta: 0:07:20  lr: 2.989e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.9883 (4.8615)  acc1: 24.2188 (24.0893)  acc5: 46.4844 (44.6527)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [28]  [ 350/1251]  eta: 0:07:15  lr: 2.989e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.6633 (4.8515)  acc1: 26.5625 (24.2143)  acc5: 50.3906 (44.8050)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [28]  [ 360/1251]  eta: 0:07:10  lr: 2.989e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.8974 (4.8580)  acc1: 25.0000 (24.1495)  acc5: 46.8750 (44.7184)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [28]  [ 370/1251]  eta: 0:07:05  lr: 2.989e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.1006 (4.8597)  acc1: 23.4375 (24.1314)  acc5: 42.5781 (44.6976)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [28]  [ 380/1251]  eta: 0:07:00  lr: 2.989e-02  img/s: 5.40e+02  pen: 3.5e-02  loss: 5.2466 (4.8648)  acc1: 24.2188 (24.1060)  acc5: 44.9219 (44.6358)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [28]  [ 390/1251]  eta: 0:06:55  lr: 2.989e-02  img/s: 5.37e+02  pen: 4.0e-02  loss: 5.1553 (4.8663)  acc1: 24.2188 (24.1268)  acc5: 44.5312 (44.6781)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [28]  [ 400/1251]  eta: 0:06:50  lr: 2.989e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.7885 (4.8596)  acc1: 25.0000 (24.1681)  acc5: 48.0469 (44.6969)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [28]  [ 410/1251]  eta: 0:06:45  lr: 2.989e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.8237 (4.8635)  acc1: 22.6562 (24.1209)  acc5: 41.0156 (44.6529)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [28]  [ 420/1251]  eta: 0:06:40  lr: 2.989e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.8237 (4.8602)  acc1: 25.0000 (24.1510)  acc5: 48.8281 (44.7465)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [28]  [ 430/1251]  eta: 0:06:35  lr: 2.989e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.0315 (4.8679)  acc1: 23.8281 (24.0783)  acc5: 46.8750 (44.6627)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [28]  [ 440/1251]  eta: 0:06:30  lr: 2.989e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.2301 (4.8692)  acc1: 21.4844 (24.0398)  acc5: 39.4531 (44.5933)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [28]  [ 450/1251]  eta: 0:06:25  lr: 2.989e-02  img/s: 5.39e+02  pen: 3.7e-02  loss: 4.9001 (4.8680)  acc1: 26.5625 (24.0758)  acc5: 48.4375 (44.6759)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [28]  [ 460/1251]  eta: 0:06:20  lr: 2.989e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.7797 (4.8637)  acc1: 26.9531 (24.1001)  acc5: 50.0000 (44.7685)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [28]  [ 470/1251]  eta: 0:06:15  lr: 2.989e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.9263 (4.8643)  acc1: 23.0469 (24.1101)  acc5: 45.7031 (44.7651)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [28]  [ 480/1251]  eta: 0:06:10  lr: 2.989e-02  img/s: 5.09e+02  pen: 4.2e-02  loss: 4.9263 (4.8621)  acc1: 24.2188 (24.1652)  acc5: 46.4844 (44.8147)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [28]  [ 490/1251]  eta: 0:06:05  lr: 2.989e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.8388 (4.8634)  acc1: 25.0000 (24.1591)  acc5: 48.8281 (44.8105)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [28]  [ 500/1251]  eta: 0:06:00  lr: 2.989e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.2216 (4.8702)  acc1: 18.3594 (24.0636)  acc5: 37.1094 (44.6591)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [28]  [ 510/1251]  eta: 0:05:56  lr: 2.989e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.0051 (4.8645)  acc1: 22.6562 (24.1156)  acc5: 43.3594 (44.7315)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [28]  [ 520/1251]  eta: 0:05:51  lr: 2.989e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.7926 (4.8630)  acc1: 26.1719 (24.1513)  acc5: 49.2188 (44.7674)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [28]  [ 530/1251]  eta: 0:05:46  lr: 2.989e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.4793 (4.8587)  acc1: 26.9531 (24.1982)  acc5: 49.2188 (44.8439)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [28]  [ 540/1251]  eta: 0:05:41  lr: 2.989e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.4599 (4.8572)  acc1: 26.1719 (24.1819)  acc5: 48.8281 (44.8367)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [28]  [ 550/1251]  eta: 0:05:36  lr: 2.989e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.4599 (4.8546)  acc1: 26.1719 (24.1975)  acc5: 50.3906 (44.8666)  time: 0.4772  data: 0.0003  max mem: 42896
Epoch: [28]  [ 560/1251]  eta: 0:05:31  lr: 2.989e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.7109 (4.8541)  acc1: 26.1719 (24.2062)  acc5: 46.8750 (44.8495)  time: 0.4773  data: 0.0003  max mem: 42896
Epoch: [28]  [ 570/1251]  eta: 0:05:26  lr: 2.989e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.8727 (4.8554)  acc1: 25.7812 (24.2092)  acc5: 45.7031 (44.8446)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [28]  [ 580/1251]  eta: 0:05:22  lr: 2.989e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.7788 (4.8488)  acc1: 27.7344 (24.2914)  acc5: 50.3906 (44.9541)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [28]  [ 590/1251]  eta: 0:05:17  lr: 2.989e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.4342 (4.8465)  acc1: 29.6875 (24.3133)  acc5: 51.5625 (45.0111)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [28]  [ 600/1251]  eta: 0:05:12  lr: 2.989e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.4826 (4.8468)  acc1: 25.7812 (24.3208)  acc5: 49.2188 (45.0155)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [28]  [ 610/1251]  eta: 0:05:07  lr: 2.989e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.5746 (4.8472)  acc1: 23.4375 (24.3377)  acc5: 44.5312 (44.9941)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [28]  [ 620/1251]  eta: 0:05:02  lr: 2.989e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.5974 (4.8469)  acc1: 23.4375 (24.3427)  acc5: 44.5312 (44.9684)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [28]  [ 630/1251]  eta: 0:04:57  lr: 2.989e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.3183 (4.8430)  acc1: 28.5156 (24.3816)  acc5: 50.3906 (45.0085)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [28]  [ 640/1251]  eta: 0:04:53  lr: 2.989e-02  img/s: 5.08e+02  pen: 4.1e-02  loss: 4.2095 (4.8421)  acc1: 28.5156 (24.3949)  acc5: 51.1719 (45.0182)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [28]  [ 650/1251]  eta: 0:04:48  lr: 2.989e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.8164 (4.8420)  acc1: 24.6094 (24.3976)  acc5: 45.7031 (45.0185)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [28]  [ 660/1251]  eta: 0:04:43  lr: 2.989e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.7951 (4.8410)  acc1: 23.0469 (24.4096)  acc5: 51.1719 (45.0466)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [28]  [ 670/1251]  eta: 0:04:38  lr: 2.989e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.2846 (4.8352)  acc1: 29.6875 (24.4737)  acc5: 52.7344 (45.1396)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [28]  [ 680/1251]  eta: 0:04:33  lr: 2.989e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.2846 (4.8339)  acc1: 29.2969 (24.4752)  acc5: 51.9531 (45.1439)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [28]  [ 690/1251]  eta: 0:04:28  lr: 2.989e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.9799 (4.8337)  acc1: 25.0000 (24.4743)  acc5: 46.4844 (45.1446)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [28]  [ 700/1251]  eta: 0:04:24  lr: 2.989e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 5.0001 (4.8367)  acc1: 22.6562 (24.4249)  acc5: 44.1406 (45.0890)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [28]  [ 710/1251]  eta: 0:04:19  lr: 2.989e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.0088 (4.8369)  acc1: 22.6562 (24.4110)  acc5: 44.1406 (45.0977)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [28]  [ 720/1251]  eta: 0:04:14  lr: 2.989e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 5.0088 (4.8376)  acc1: 25.0000 (24.4132)  acc5: 47.6562 (45.0931)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [28]  [ 730/1251]  eta: 0:04:09  lr: 2.989e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 5.0459 (4.8417)  acc1: 22.6562 (24.3732)  acc5: 44.1406 (45.0384)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [28]  [ 740/1251]  eta: 0:04:04  lr: 2.989e-02  img/s: 5.37e+02  pen: 3.5e-02  loss: 5.2865 (4.8468)  acc1: 18.7500 (24.3142)  acc5: 40.2344 (44.9551)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [28]  [ 750/1251]  eta: 0:03:59  lr: 2.989e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 5.2865 (4.8490)  acc1: 20.7031 (24.3119)  acc5: 40.2344 (44.9567)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [28]  [ 760/1251]  eta: 0:03:55  lr: 2.989e-02  img/s: 5.42e+02  pen: 3.5e-02  loss: 5.2394 (4.8513)  acc1: 23.4375 (24.2963)  acc5: 43.7500 (44.9434)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [28]  [ 770/1251]  eta: 0:03:50  lr: 2.989e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.1332 (4.8518)  acc1: 25.3906 (24.2942)  acc5: 42.5781 (44.9381)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [28]  [ 780/1251]  eta: 0:03:45  lr: 2.989e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.8670 (4.8508)  acc1: 25.3906 (24.3083)  acc5: 46.4844 (44.9494)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [28]  [ 790/1251]  eta: 0:03:40  lr: 2.989e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.0854 (4.8554)  acc1: 23.4375 (24.2573)  acc5: 45.7031 (44.8582)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [28]  [ 800/1251]  eta: 0:03:35  lr: 2.989e-02  img/s: 5.10e+02  pen: 4.0e-02  loss: 5.2336 (4.8566)  acc1: 21.8750 (24.2587)  acc5: 41.0156 (44.8531)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [28]  [ 810/1251]  eta: 0:03:31  lr: 2.989e-02  img/s: 5.38e+02  pen: 3.9e-02  loss: 5.1654 (4.8559)  acc1: 23.0469 (24.2631)  acc5: 41.7969 (44.8501)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [28]  [ 820/1251]  eta: 0:03:26  lr: 2.989e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.1386 (4.8569)  acc1: 21.8750 (24.2397)  acc5: 41.7969 (44.8044)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [28]  [ 830/1251]  eta: 0:03:21  lr: 2.989e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.0238 (4.8574)  acc1: 23.8281 (24.2305)  acc5: 45.7031 (44.7912)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [28]  [ 840/1251]  eta: 0:03:16  lr: 2.989e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 5.0238 (4.8595)  acc1: 22.6562 (24.1974)  acc5: 43.7500 (44.7431)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [28]  [ 850/1251]  eta: 0:03:11  lr: 2.989e-02  img/s: 5.42e+02  pen: 3.5e-02  loss: 4.7222 (4.8586)  acc1: 25.0000 (24.2054)  acc5: 43.7500 (44.7433)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [28]  [ 860/1251]  eta: 0:03:07  lr: 2.989e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.5473 (4.8569)  acc1: 27.7344 (24.2206)  acc5: 49.2188 (44.7690)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [28]  [ 870/1251]  eta: 0:03:02  lr: 2.989e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.7992 (4.8585)  acc1: 24.6094 (24.1972)  acc5: 46.0938 (44.7299)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [28]  [ 880/1251]  eta: 0:02:57  lr: 2.989e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.3382 (4.8594)  acc1: 20.7031 (24.1811)  acc5: 41.4062 (44.7188)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [28]  [ 890/1251]  eta: 0:02:52  lr: 2.989e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 5.3828 (4.8640)  acc1: 19.9219 (24.1201)  acc5: 37.8906 (44.6224)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [28]  [ 900/1251]  eta: 0:02:47  lr: 2.989e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.5003 (4.8657)  acc1: 16.4062 (24.0948)  acc5: 32.8125 (44.5789)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [28]  [ 910/1251]  eta: 0:02:43  lr: 2.989e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.0349 (4.8654)  acc1: 23.0469 (24.0983)  acc5: 42.9688 (44.5754)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [28]  [ 920/1251]  eta: 0:02:38  lr: 2.989e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 5.0349 (4.8665)  acc1: 23.0469 (24.0949)  acc5: 42.9688 (44.5652)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [28]  [ 930/1251]  eta: 0:02:33  lr: 2.989e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 5.3856 (4.8721)  acc1: 17.5781 (24.0358)  acc5: 37.5000 (44.4750)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [28]  [ 940/1251]  eta: 0:02:28  lr: 2.989e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.9154 (4.8691)  acc1: 24.2188 (24.0805)  acc5: 44.1406 (44.5366)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [28]  [ 950/1251]  eta: 0:02:23  lr: 2.989e-02  img/s: 5.40e+02  pen: 3.5e-02  loss: 4.1403 (4.8653)  acc1: 30.0781 (24.1120)  acc5: 53.5156 (44.5916)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [28]  [ 960/1251]  eta: 0:02:19  lr: 2.989e-02  img/s: 5.08e+02  pen: 4.2e-02  loss: 4.7372 (4.8680)  acc1: 25.7812 (24.0871)  acc5: 46.0938 (44.5630)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [28]  [ 970/1251]  eta: 0:02:14  lr: 2.989e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.1194 (4.8661)  acc1: 25.7812 (24.1013)  acc5: 44.9219 (44.5835)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [28]  [ 980/1251]  eta: 0:02:09  lr: 2.989e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.6875 (4.8665)  acc1: 25.7812 (24.0806)  acc5: 48.4375 (44.5810)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [28]  [ 990/1251]  eta: 0:02:04  lr: 2.989e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.5643 (4.8640)  acc1: 25.7812 (24.1072)  acc5: 50.0000 (44.6337)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [28]  [1000/1251]  eta: 0:01:59  lr: 2.989e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.4080 (4.8619)  acc1: 28.1250 (24.1325)  acc5: 50.7812 (44.6862)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [28]  [1010/1251]  eta: 0:01:55  lr: 2.989e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.5974 (4.8617)  acc1: 26.1719 (24.1330)  acc5: 50.3906 (44.6951)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [28]  [1020/1251]  eta: 0:01:50  lr: 2.989e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.5053 (4.8571)  acc1: 27.7344 (24.1904)  acc5: 52.3438 (44.7864)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [28]  [1030/1251]  eta: 0:01:45  lr: 2.989e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.5007 (4.8573)  acc1: 27.3438 (24.2081)  acc5: 50.7812 (44.8078)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [28]  [1040/1251]  eta: 0:01:40  lr: 2.989e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 5.0495 (4.8593)  acc1: 24.6094 (24.1899)  acc5: 44.1406 (44.7838)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [28]  [1050/1251]  eta: 0:01:36  lr: 2.989e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 5.4183 (4.8636)  acc1: 18.7500 (24.1333)  acc5: 38.2812 (44.7219)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [28]  [1060/1251]  eta: 0:01:31  lr: 2.989e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.4183 (4.8650)  acc1: 17.1875 (24.1197)  acc5: 38.2812 (44.6921)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [28]  [1070/1251]  eta: 0:01:26  lr: 2.989e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 5.0545 (4.8656)  acc1: 21.4844 (24.1126)  acc5: 43.3594 (44.6983)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [28]  [1080/1251]  eta: 0:01:21  lr: 2.989e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.2056 (4.8670)  acc1: 21.4844 (24.1049)  acc5: 40.2344 (44.6877)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [28]  [1090/1251]  eta: 0:01:16  lr: 2.989e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.6703 (4.8656)  acc1: 24.2188 (24.1210)  acc5: 46.8750 (44.7178)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [28]  [1100/1251]  eta: 0:01:12  lr: 2.989e-02  img/s: 5.40e+02  pen: 3.5e-02  loss: 4.6251 (4.8663)  acc1: 27.7344 (24.1301)  acc5: 47.6562 (44.7218)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [28]  [1110/1251]  eta: 0:01:07  lr: 2.989e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 5.0828 (4.8666)  acc1: 21.0938 (24.1214)  acc5: 45.3125 (44.6951)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [28]  [1120/1251]  eta: 0:01:02  lr: 2.989e-02  img/s: 5.07e+02  pen: 4.4e-02  loss: 4.2079 (4.8632)  acc1: 27.3438 (24.1511)  acc5: 51.1719 (44.7473)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [28]  [1130/1251]  eta: 0:00:57  lr: 2.989e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.2484 (4.8618)  acc1: 27.3438 (24.1569)  acc5: 51.1719 (44.7537)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [28]  [1140/1251]  eta: 0:00:53  lr: 2.989e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.5688 (4.8619)  acc1: 24.6094 (24.1571)  acc5: 45.3125 (44.7589)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [28]  [1150/1251]  eta: 0:00:48  lr: 2.989e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 5.2004 (4.8644)  acc1: 21.8750 (24.1281)  acc5: 45.3125 (44.7244)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [28]  [1160/1251]  eta: 0:00:43  lr: 2.989e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.0730 (4.8632)  acc1: 22.6562 (24.1390)  acc5: 45.7031 (44.7493)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [28]  [1170/1251]  eta: 0:00:38  lr: 2.989e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.4691 (4.8614)  acc1: 28.9062 (24.1530)  acc5: 51.1719 (44.7644)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [28]  [1180/1251]  eta: 0:00:33  lr: 2.989e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.7189 (4.8617)  acc1: 27.3438 (24.1476)  acc5: 48.8281 (44.7512)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [28]  [1190/1251]  eta: 0:00:29  lr: 2.989e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.9644 (4.8598)  acc1: 26.9531 (24.1715)  acc5: 48.8281 (44.7900)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [28]  [1200/1251]  eta: 0:00:24  lr: 2.989e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.9644 (4.8603)  acc1: 26.9531 (24.1631)  acc5: 48.8281 (44.7664)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [28]  [1210/1251]  eta: 0:00:19  lr: 2.989e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.3291 (4.8581)  acc1: 25.3906 (24.1813)  acc5: 51.5625 (44.8003)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [28]  [1220/1251]  eta: 0:00:14  lr: 2.989e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.8311 (4.8595)  acc1: 25.3906 (24.1797)  acc5: 46.0938 (44.7945)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [28]  [1230/1251]  eta: 0:00:10  lr: 2.989e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.8517 (4.8579)  acc1: 24.6094 (24.1905)  acc5: 45.7031 (44.8181)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [28]  [1240/1251]  eta: 0:00:05  lr: 2.989e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.9929 (4.8601)  acc1: 24.2188 (24.1637)  acc5: 46.8750 (44.7853)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [28]  [1250/1251]  eta: 0:00:00  lr: 2.989e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.0287 (4.8606)  acc1: 17.1875 (24.1454)  acc5: 37.1094 (44.7542)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [28] Total time: 0:09:57
Test:   [ 0/49]  eta: 0:02:22  loss: 3.3883 (3.3883)  acc1: 54.6875 (54.6875)  acc5: 76.1719 (76.1719)  time: 2.9095  data: 2.6629  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 35.282 Acc@5 60.656 Loss: 3.984
Test: EMA  [ 0/49]  eta: 0:02:17  loss: nan (nan)  acc1: 1.1719 (1.1719)  acc5: 4.2969 (4.2969)  time: 2.8057  data: 2.5519  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 1.494 Acc@5 4.964 Loss: nan
Epoch: [29]  [   0/1251]  eta: 1:14:10  lr: 2.988e-02  img/s: 4.45e+02  pen: 4.1e-02  loss: 5.5302 (5.5302)  acc1: 14.4531 (14.4531)  acc5: 32.4219 (32.4219)  time: 3.5573  data: 2.9826  max mem: 42896
Epoch: [29]  [  10/1251]  eta: 0:15:37  lr: 2.988e-02  img/s: 5.43e+02  pen: 4.2e-02  loss: 4.5527 (4.6339)  acc1: 27.3438 (25.3196)  acc5: 52.3438 (47.8338)  time: 0.7555  data: 0.2714  max mem: 42896
Epoch: [29]  [  20/1251]  eta: 0:12:45  lr: 2.988e-02  img/s: 5.41e+02  pen: 3.5e-02  loss: 5.1068 (4.9127)  acc1: 25.3906 (23.0841)  acc5: 46.0938 (43.8988)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [29]  [  30/1251]  eta: 0:11:40  lr: 2.988e-02  img/s: 5.38e+02  pen: 3.7e-02  loss: 5.0663 (4.8739)  acc1: 23.8281 (23.7021)  acc5: 45.3125 (44.4178)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [29]  [  40/1251]  eta: 0:11:06  lr: 2.988e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.6953 (4.8204)  acc1: 26.9531 (24.4855)  acc5: 48.0469 (45.5793)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [29]  [  50/1251]  eta: 0:10:42  lr: 2.988e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.6386 (4.8019)  acc1: 28.1250 (24.6936)  acc5: 49.2188 (45.7950)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [29]  [  60/1251]  eta: 0:10:25  lr: 2.988e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.9002 (4.8283)  acc1: 28.1250 (24.5838)  acc5: 48.8281 (45.7800)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [29]  [  70/1251]  eta: 0:10:12  lr: 2.988e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.7768 (4.8033)  acc1: 28.1250 (24.7689)  acc5: 51.1719 (45.9342)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [29]  [  80/1251]  eta: 0:10:00  lr: 2.988e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 5.0238 (4.8599)  acc1: 23.0469 (24.2525)  acc5: 46.0938 (45.1051)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [29]  [  90/1251]  eta: 0:09:50  lr: 2.988e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 5.2829 (4.8773)  acc1: 19.1406 (23.8281)  acc5: 36.3281 (44.3810)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [29]  [ 100/1251]  eta: 0:09:41  lr: 2.988e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 5.2428 (4.8716)  acc1: 21.4844 (23.8475)  acc5: 39.4531 (44.4500)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [29]  [ 110/1251]  eta: 0:09:33  lr: 2.988e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.8399 (4.8557)  acc1: 26.9531 (23.9935)  acc5: 46.8750 (44.4679)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [29]  [ 120/1251]  eta: 0:09:25  lr: 2.988e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.8349 (4.8561)  acc1: 27.7344 (24.0251)  acc5: 46.8750 (44.4990)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [29]  [ 130/1251]  eta: 0:09:18  lr: 2.988e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.8349 (4.8460)  acc1: 26.1719 (24.1472)  acc5: 45.7031 (44.7340)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [29]  [ 140/1251]  eta: 0:09:12  lr: 2.988e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.5140 (4.8265)  acc1: 27.3438 (24.2991)  acc5: 49.6094 (44.9884)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [29]  [ 150/1251]  eta: 0:09:05  lr: 2.988e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.3302 (4.8075)  acc1: 28.5156 (24.4774)  acc5: 51.1719 (45.2452)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [29]  [ 160/1251]  eta: 0:08:59  lr: 2.988e-02  img/s: 5.10e+02  pen: 4.0e-02  loss: 4.3736 (4.8022)  acc1: 28.5156 (24.5463)  acc5: 49.6094 (45.3853)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [29]  [ 170/1251]  eta: 0:08:53  lr: 2.988e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.4287 (4.7818)  acc1: 28.5156 (24.8492)  acc5: 51.9531 (45.8356)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [29]  [ 180/1251]  eta: 0:08:46  lr: 2.988e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.1613 (4.7665)  acc1: 28.9062 (25.0259)  acc5: 52.7344 (46.0571)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [29]  [ 190/1251]  eta: 0:08:41  lr: 2.988e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.4720 (4.7645)  acc1: 27.7344 (24.9489)  acc5: 50.0000 (45.9915)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [29]  [ 200/1251]  eta: 0:08:35  lr: 2.988e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.7938 (4.7629)  acc1: 26.1719 (25.0719)  acc5: 48.4375 (46.1929)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [29]  [ 210/1251]  eta: 0:08:29  lr: 2.988e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.7527 (4.7600)  acc1: 27.3438 (25.1370)  acc5: 49.6094 (46.1863)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [29]  [ 220/1251]  eta: 0:08:24  lr: 2.988e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.5674 (4.7620)  acc1: 26.9531 (25.1096)  acc5: 50.7812 (46.1609)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [29]  [ 230/1251]  eta: 0:08:18  lr: 2.988e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.8636 (4.7673)  acc1: 26.9531 (25.0085)  acc5: 50.3906 (46.0024)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [29]  [ 240/1251]  eta: 0:08:13  lr: 2.988e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.3530 (4.7566)  acc1: 28.9062 (25.1280)  acc5: 50.3906 (46.1651)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [29]  [ 250/1251]  eta: 0:08:07  lr: 2.988e-02  img/s: 5.39e+02  pen: 3.7e-02  loss: 4.7134 (4.7621)  acc1: 28.1250 (25.0747)  acc5: 47.6562 (46.1078)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [29]  [ 260/1251]  eta: 0:08:02  lr: 2.988e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.7719 (4.7659)  acc1: 24.6094 (24.9880)  acc5: 47.2656 (46.0444)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [29]  [ 270/1251]  eta: 0:07:57  lr: 2.988e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.6566 (4.7663)  acc1: 24.6094 (25.0231)  acc5: 49.2188 (46.0894)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [29]  [ 280/1251]  eta: 0:07:51  lr: 2.988e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 5.1288 (4.7837)  acc1: 23.8281 (24.8485)  acc5: 44.9219 (45.9116)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [29]  [ 290/1251]  eta: 0:07:46  lr: 2.988e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.8642 (4.7829)  acc1: 23.8281 (24.8389)  acc5: 46.4844 (45.9018)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [29]  [ 300/1251]  eta: 0:07:41  lr: 2.988e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.5845 (4.7812)  acc1: 25.7812 (24.7859)  acc5: 49.2188 (45.8446)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [29]  [ 310/1251]  eta: 0:07:36  lr: 2.988e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.9349 (4.7833)  acc1: 23.8281 (24.7802)  acc5: 48.4375 (45.8639)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [29]  [ 320/1251]  eta: 0:07:31  lr: 2.988e-02  img/s: 4.89e+02  pen: 3.6e-02  loss: 4.9558 (4.7855)  acc1: 23.8281 (24.7858)  acc5: 48.4375 (45.8796)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [29]  [ 330/1251]  eta: 0:07:26  lr: 2.988e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.3443 (4.7772)  acc1: 26.1719 (24.8407)  acc5: 48.8281 (45.9899)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [29]  [ 340/1251]  eta: 0:07:21  lr: 2.988e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.3215 (4.7710)  acc1: 28.5156 (24.9072)  acc5: 52.7344 (46.1041)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [29]  [ 350/1251]  eta: 0:07:16  lr: 2.988e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.4077 (4.7701)  acc1: 27.3438 (24.9343)  acc5: 52.3438 (46.1806)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [29]  [ 360/1251]  eta: 0:07:11  lr: 2.988e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.0592 (4.7752)  acc1: 23.8281 (24.8885)  acc5: 45.3125 (46.0851)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [29]  [ 370/1251]  eta: 0:07:05  lr: 2.988e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 5.0396 (4.7803)  acc1: 22.6562 (24.8842)  acc5: 42.5781 (46.0780)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [29]  [ 380/1251]  eta: 0:07:00  lr: 2.988e-02  img/s: 5.40e+02  pen: 3.5e-02  loss: 5.0396 (4.7858)  acc1: 23.4375 (24.8513)  acc5: 43.7500 (45.9933)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [29]  [ 390/1251]  eta: 0:06:55  lr: 2.988e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.1318 (4.7885)  acc1: 22.6562 (24.8022)  acc5: 42.5781 (45.9469)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [29]  [ 400/1251]  eta: 0:06:50  lr: 2.988e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.2156 (4.8003)  acc1: 21.8750 (24.6990)  acc5: 42.1875 (45.8132)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [29]  [ 410/1251]  eta: 0:06:45  lr: 2.988e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 5.2113 (4.8036)  acc1: 22.2656 (24.6987)  acc5: 42.5781 (45.8010)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [29]  [ 420/1251]  eta: 0:06:40  lr: 2.988e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.7588 (4.8039)  acc1: 26.9531 (24.6743)  acc5: 48.8281 (45.7579)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [29]  [ 430/1251]  eta: 0:06:36  lr: 2.988e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.5548 (4.7962)  acc1: 27.7344 (24.7888)  acc5: 50.3906 (45.9052)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [29]  [ 440/1251]  eta: 0:06:31  lr: 2.988e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.6348 (4.8031)  acc1: 26.5625 (24.7139)  acc5: 50.3906 (45.7793)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [29]  [ 450/1251]  eta: 0:06:26  lr: 2.988e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.6023 (4.7925)  acc1: 28.1250 (24.8294)  acc5: 51.1719 (45.9205)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [29]  [ 460/1251]  eta: 0:06:21  lr: 2.988e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.5667 (4.7954)  acc1: 29.6875 (24.7907)  acc5: 53.1250 (45.8887)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [29]  [ 470/1251]  eta: 0:06:16  lr: 2.988e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.6882 (4.7956)  acc1: 26.1719 (24.7869)  acc5: 46.8750 (45.8640)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [29]  [ 480/1251]  eta: 0:06:11  lr: 2.988e-02  img/s: 4.97e+02  pen: 3.9e-02  loss: 5.0939 (4.8037)  acc1: 22.2656 (24.7028)  acc5: 44.1406 (45.7527)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [29]  [ 490/1251]  eta: 0:06:06  lr: 2.988e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 5.0939 (4.8088)  acc1: 22.2656 (24.6746)  acc5: 43.7500 (45.7031)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [29]  [ 500/1251]  eta: 0:06:01  lr: 2.988e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 5.0795 (4.8106)  acc1: 23.4375 (24.6725)  acc5: 43.7500 (45.7086)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [29]  [ 510/1251]  eta: 0:05:56  lr: 2.988e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.1040 (4.8121)  acc1: 24.6094 (24.6377)  acc5: 46.4844 (45.6527)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [29]  [ 520/1251]  eta: 0:05:51  lr: 2.988e-02  img/s: 5.37e+02  pen: 4.0e-02  loss: 4.6544 (4.8090)  acc1: 24.6094 (24.6814)  acc5: 49.6094 (45.7249)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [29]  [ 530/1251]  eta: 0:05:46  lr: 2.988e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 5.0630 (4.8153)  acc1: 25.0000 (24.6329)  acc5: 46.8750 (45.6811)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [29]  [ 540/1251]  eta: 0:05:41  lr: 2.988e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.0271 (4.8103)  acc1: 25.0000 (24.7018)  acc5: 48.0469 (45.7558)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [29]  [ 550/1251]  eta: 0:05:37  lr: 2.988e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.1314 (4.8053)  acc1: 30.0781 (24.7696)  acc5: 51.9531 (45.8605)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [29]  [ 560/1251]  eta: 0:05:32  lr: 2.988e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.5055 (4.8024)  acc1: 28.5156 (24.7835)  acc5: 51.1719 (45.8995)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [29]  [ 570/1251]  eta: 0:05:27  lr: 2.988e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.5055 (4.7990)  acc1: 28.5156 (24.8098)  acc5: 51.5625 (45.9378)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [29]  [ 580/1251]  eta: 0:05:22  lr: 2.988e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.5589 (4.7945)  acc1: 28.5156 (24.8770)  acc5: 53.1250 (46.0500)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [29]  [ 590/1251]  eta: 0:05:17  lr: 2.988e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.3453 (4.7911)  acc1: 28.5156 (24.9068)  acc5: 53.1250 (46.0951)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [29]  [ 600/1251]  eta: 0:05:12  lr: 2.988e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.6256 (4.7905)  acc1: 26.1719 (24.9311)  acc5: 50.7812 (46.1373)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [29]  [ 610/1251]  eta: 0:05:07  lr: 2.988e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.6727 (4.7883)  acc1: 26.1719 (24.9661)  acc5: 49.2188 (46.1615)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [29]  [ 620/1251]  eta: 0:05:03  lr: 2.988e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.3933 (4.7863)  acc1: 28.1250 (24.9975)  acc5: 46.8750 (46.1692)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [29]  [ 630/1251]  eta: 0:04:58  lr: 2.988e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.1267 (4.7780)  acc1: 28.1250 (25.0650)  acc5: 51.5625 (46.2553)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [29]  [ 640/1251]  eta: 0:04:53  lr: 2.988e-02  img/s: 4.99e+02  pen: 4.1e-02  loss: 4.5011 (4.7804)  acc1: 27.3438 (25.0232)  acc5: 51.5625 (46.2022)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [29]  [ 650/1251]  eta: 0:04:48  lr: 2.988e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.9526 (4.7827)  acc1: 19.5312 (24.9760)  acc5: 37.1094 (46.1388)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [29]  [ 660/1251]  eta: 0:04:43  lr: 2.988e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.2642 (4.7848)  acc1: 18.7500 (24.9285)  acc5: 35.5469 (46.0524)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [29]  [ 670/1251]  eta: 0:04:38  lr: 2.988e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.7096 (4.7847)  acc1: 26.1719 (24.9098)  acc5: 46.0938 (46.0332)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [29]  [ 680/1251]  eta: 0:04:33  lr: 2.988e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 4.6678 (4.7852)  acc1: 26.1719 (24.8876)  acc5: 46.4844 (46.0043)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [29]  [ 690/1251]  eta: 0:04:29  lr: 2.988e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.8960 (4.7887)  acc1: 23.0469 (24.8649)  acc5: 44.5312 (45.9705)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [29]  [ 700/1251]  eta: 0:04:24  lr: 2.988e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 5.0891 (4.7909)  acc1: 22.6562 (24.8546)  acc5: 44.5312 (45.9656)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [29]  [ 710/1251]  eta: 0:04:19  lr: 2.988e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.0891 (4.7955)  acc1: 23.0469 (24.7978)  acc5: 46.4844 (45.9053)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [29]  [ 720/1251]  eta: 0:04:14  lr: 2.988e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 5.0018 (4.7946)  acc1: 24.2188 (24.8147)  acc5: 48.0469 (45.9198)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [29]  [ 730/1251]  eta: 0:04:09  lr: 2.988e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.3912 (4.7908)  acc1: 27.3438 (24.8461)  acc5: 52.3438 (45.9596)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [29]  [ 740/1251]  eta: 0:04:05  lr: 2.988e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.5395 (4.7935)  acc1: 26.5625 (24.8281)  acc5: 48.0469 (45.9367)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [29]  [ 750/1251]  eta: 0:04:00  lr: 2.988e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.2042 (4.7943)  acc1: 19.9219 (24.7987)  acc5: 39.8438 (45.8878)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [29]  [ 760/1251]  eta: 0:03:55  lr: 2.988e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.8865 (4.7933)  acc1: 24.2188 (24.8091)  acc5: 45.3125 (45.9023)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [29]  [ 770/1251]  eta: 0:03:50  lr: 2.988e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.8833 (4.7935)  acc1: 26.9531 (24.8100)  acc5: 47.6562 (45.9073)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [29]  [ 780/1251]  eta: 0:03:45  lr: 2.988e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.8833 (4.7938)  acc1: 26.1719 (24.8214)  acc5: 47.6562 (45.9162)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [29]  [ 790/1251]  eta: 0:03:40  lr: 2.988e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.0436 (4.7951)  acc1: 25.0000 (24.7881)  acc5: 45.3125 (45.8705)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [29]  [ 800/1251]  eta: 0:03:36  lr: 2.988e-02  img/s: 4.90e+02  pen: 4.0e-02  loss: 5.1156 (4.7944)  acc1: 24.6094 (24.8015)  acc5: 45.3125 (45.8611)  time: 0.4774  data: 0.0004  max mem: 42896
Epoch: [29]  [ 810/1251]  eta: 0:03:31  lr: 2.988e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.1573 (4.7913)  acc1: 27.7344 (24.8131)  acc5: 51.1719 (45.8828)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [29]  [ 820/1251]  eta: 0:03:26  lr: 2.988e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.3471 (4.7899)  acc1: 29.2969 (24.8282)  acc5: 51.1719 (45.9149)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [29]  [ 830/1251]  eta: 0:03:21  lr: 2.988e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.7152 (4.7928)  acc1: 24.6094 (24.8077)  acc5: 45.3125 (45.8808)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [29]  [ 840/1251]  eta: 0:03:16  lr: 2.988e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 5.3349 (4.7950)  acc1: 21.8750 (24.7738)  acc5: 41.0156 (45.8216)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [29]  [ 850/1251]  eta: 0:03:12  lr: 2.988e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 5.2154 (4.7968)  acc1: 20.7031 (24.7572)  acc5: 39.0625 (45.7908)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [29]  [ 860/1251]  eta: 0:03:07  lr: 2.988e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.6930 (4.7957)  acc1: 27.7344 (24.7922)  acc5: 49.2188 (45.8347)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [29]  [ 870/1251]  eta: 0:03:02  lr: 2.988e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.2251 (4.7923)  acc1: 30.4688 (24.8421)  acc5: 53.9062 (45.8866)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [29]  [ 880/1251]  eta: 0:02:57  lr: 2.988e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.2251 (4.7896)  acc1: 31.6406 (24.8874)  acc5: 53.9062 (45.9346)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [29]  [ 890/1251]  eta: 0:02:52  lr: 2.988e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.9129 (4.7912)  acc1: 28.1250 (24.8860)  acc5: 47.6562 (45.9293)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [29]  [ 900/1251]  eta: 0:02:48  lr: 2.988e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.9139 (4.7904)  acc1: 24.6094 (24.9033)  acc5: 45.7031 (45.9581)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [29]  [ 910/1251]  eta: 0:02:43  lr: 2.988e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.5716 (4.7906)  acc1: 26.5625 (24.8954)  acc5: 50.3906 (45.9518)  time: 0.4770  data: 0.0003  max mem: 42896
Epoch: [29]  [ 920/1251]  eta: 0:02:38  lr: 2.988e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.0732 (4.7936)  acc1: 24.6094 (24.8698)  acc5: 44.1406 (45.9105)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [29]  [ 930/1251]  eta: 0:02:33  lr: 2.988e-02  img/s: 5.39e+02  pen: 3.6e-02  loss: 5.0732 (4.7940)  acc1: 23.0469 (24.8506)  acc5: 38.2812 (45.8869)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [29]  [ 940/1251]  eta: 0:02:28  lr: 2.988e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.3356 (4.7925)  acc1: 25.0000 (24.8489)  acc5: 48.8281 (45.8870)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [29]  [ 950/1251]  eta: 0:02:24  lr: 2.988e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.4465 (4.7918)  acc1: 27.7344 (24.8534)  acc5: 51.9531 (45.8908)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [29]  [ 960/1251]  eta: 0:02:19  lr: 2.988e-02  img/s: 5.12e+02  pen: 3.8e-02  loss: 4.5880 (4.7936)  acc1: 21.0938 (24.8338)  acc5: 38.2812 (45.8560)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [29]  [ 970/1251]  eta: 0:02:14  lr: 2.988e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.4036 (4.7960)  acc1: 17.9688 (24.7912)  acc5: 37.5000 (45.7888)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [29]  [ 980/1251]  eta: 0:02:09  lr: 2.988e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.1058 (4.7968)  acc1: 22.2656 (24.7933)  acc5: 44.5312 (45.8043)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [29]  [ 990/1251]  eta: 0:02:04  lr: 2.988e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.0175 (4.7987)  acc1: 23.8281 (24.7844)  acc5: 45.3125 (45.7946)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [29]  [1000/1251]  eta: 0:02:00  lr: 2.988e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.0175 (4.7988)  acc1: 23.8281 (24.7998)  acc5: 45.3125 (45.7952)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [29]  [1010/1251]  eta: 0:01:55  lr: 2.988e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.6476 (4.7972)  acc1: 28.1250 (24.8103)  acc5: 47.6562 (45.7970)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [29]  [1020/1251]  eta: 0:01:50  lr: 2.988e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.5617 (4.7963)  acc1: 27.3438 (24.8129)  acc5: 50.0000 (45.8045)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [29]  [1030/1251]  eta: 0:01:45  lr: 2.988e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.2969 (4.7927)  acc1: 30.0781 (24.8568)  acc5: 53.9062 (45.8581)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [29]  [1040/1251]  eta: 0:01:40  lr: 2.988e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.2969 (4.7899)  acc1: 29.2969 (24.8810)  acc5: 54.6875 (45.9050)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [29]  [1050/1251]  eta: 0:01:36  lr: 2.988e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.6460 (4.7921)  acc1: 25.7812 (24.8677)  acc5: 47.6562 (45.8897)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [29]  [1060/1251]  eta: 0:01:31  lr: 2.988e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.0845 (4.7914)  acc1: 24.2188 (24.8954)  acc5: 47.6562 (45.9196)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [29]  [1070/1251]  eta: 0:01:26  lr: 2.988e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.5630 (4.7897)  acc1: 28.9062 (24.9154)  acc5: 50.0000 (45.9457)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [29]  [1080/1251]  eta: 0:01:21  lr: 2.988e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.5630 (4.7902)  acc1: 28.1250 (24.9201)  acc5: 48.8281 (45.9351)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [29]  [1090/1251]  eta: 0:01:16  lr: 2.988e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.9215 (4.7910)  acc1: 25.0000 (24.9116)  acc5: 48.8281 (45.9437)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [29]  [1100/1251]  eta: 0:01:12  lr: 2.988e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.5325 (4.7898)  acc1: 26.1719 (24.8953)  acc5: 49.2188 (45.9309)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [29]  [1110/1251]  eta: 0:01:07  lr: 2.988e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.3906 (4.7880)  acc1: 27.3438 (24.8952)  acc5: 50.7812 (45.9440)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [29]  [1120/1251]  eta: 0:01:02  lr: 2.988e-02  img/s: 4.87e+02  pen: 4.6e-02  loss: 4.5799 (4.7875)  acc1: 27.3438 (24.9052)  acc5: 50.7812 (45.9481)  time: 0.4771  data: 0.0004  max mem: 42896
Epoch: [29]  [1130/1251]  eta: 0:00:57  lr: 2.988e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.9343 (4.7903)  acc1: 24.6094 (24.8767)  acc5: 46.8750 (45.9090)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [29]  [1140/1251]  eta: 0:00:53  lr: 2.988e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.0947 (4.7897)  acc1: 24.2188 (24.8874)  acc5: 42.9688 (45.9233)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [29]  [1150/1251]  eta: 0:00:48  lr: 2.988e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.9720 (4.7902)  acc1: 26.9531 (24.9094)  acc5: 48.0469 (45.9539)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [29]  [1160/1251]  eta: 0:00:43  lr: 2.988e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.7912 (4.7903)  acc1: 27.7344 (24.9098)  acc5: 50.3906 (45.9592)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [29]  [1170/1251]  eta: 0:00:38  lr: 2.988e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.6689 (4.7888)  acc1: 27.7344 (24.9350)  acc5: 52.7344 (46.0023)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [29]  [1180/1251]  eta: 0:00:33  lr: 2.988e-02  img/s: 5.38e+02  pen: 3.8e-02  loss: 4.6090 (4.7884)  acc1: 28.1250 (24.9501)  acc5: 51.5625 (46.0316)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [29]  [1190/1251]  eta: 0:00:29  lr: 2.988e-02  img/s: 5.37e+02  pen: 4.3e-02  loss: 4.8987 (4.7894)  acc1: 25.3906 (24.9439)  acc5: 47.2656 (46.0226)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [29]  [1200/1251]  eta: 0:00:24  lr: 2.988e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.8987 (4.7892)  acc1: 25.3906 (24.9359)  acc5: 47.2656 (46.0037)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [29]  [1210/1251]  eta: 0:00:19  lr: 2.988e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.4692 (4.7886)  acc1: 26.1719 (24.9497)  acc5: 47.6562 (46.0189)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [29]  [1220/1251]  eta: 0:00:14  lr: 2.988e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.4513 (4.7869)  acc1: 28.1250 (24.9757)  acc5: 51.1719 (46.0547)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [29]  [1230/1251]  eta: 0:00:10  lr: 2.988e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.3195 (4.7853)  acc1: 28.1250 (24.9892)  acc5: 51.1719 (46.0646)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [29]  [1240/1251]  eta: 0:00:05  lr: 2.988e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.3048 (4.7842)  acc1: 29.6875 (25.0035)  acc5: 52.3438 (46.0824)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [29]  [1250/1251]  eta: 0:00:00  lr: 2.988e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.8603 (4.7856)  acc1: 24.2188 (24.9906)  acc5: 45.7031 (46.0703)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [29] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:18  loss: 3.2204 (3.2204)  acc1: 55.4688 (55.4688)  acc5: 79.6875 (79.6875)  time: 2.8195  data: 2.5655  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 39.958 Acc@5 66.168 Loss: 3.748
Test: EMA  [ 0/49]  eta: 0:02:12  loss: nan (nan)  acc1: 1.5625 (1.5625)  acc5: 5.4688 (5.4688)  time: 2.6994  data: 2.4503  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 1.278 Acc@5 4.148 Loss: nan
Epoch: [30]  [   0/1251]  eta: 1:16:49  lr: 2.987e-02  img/s: 5.06e+02  pen: 4.0e-02  loss: 5.2480 (5.2480)  acc1: 22.2656 (22.2656)  acc5: 42.1875 (42.1875)  time: 3.6850  data: 3.1790  max mem: 42896
Epoch: [30]  [  10/1251]  eta: 0:15:53  lr: 2.987e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 5.2145 (4.9555)  acc1: 23.4375 (24.6449)  acc5: 42.9688 (45.5256)  time: 0.7683  data: 0.2893  max mem: 42896
Epoch: [30]  [  20/1251]  eta: 0:12:53  lr: 2.987e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.1594 (4.8502)  acc1: 23.4375 (25.7812)  acc5: 45.3125 (47.0610)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [30]  [  30/1251]  eta: 0:11:46  lr: 2.987e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.8398 (4.7913)  acc1: 26.5625 (25.8821)  acc5: 49.6094 (47.5806)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [30]  [  40/1251]  eta: 0:11:10  lr: 2.987e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.8398 (4.8244)  acc1: 26.5625 (25.8098)  acc5: 47.2656 (47.0274)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [30]  [  50/1251]  eta: 0:10:45  lr: 2.987e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.8238 (4.7734)  acc1: 25.3906 (26.4017)  acc5: 47.6562 (47.6869)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [30]  [  60/1251]  eta: 0:10:28  lr: 2.987e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4509 (4.7612)  acc1: 29.2969 (26.2039)  acc5: 51.1719 (47.3681)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [30]  [  70/1251]  eta: 0:10:14  lr: 2.987e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.9298 (4.7901)  acc1: 26.5625 (25.8033)  acc5: 48.8281 (46.9630)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [30]  [  80/1251]  eta: 0:10:02  lr: 2.987e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.7399 (4.7629)  acc1: 27.3438 (26.0417)  acc5: 49.6094 (47.2512)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [30]  [  90/1251]  eta: 0:09:52  lr: 2.987e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.2001 (4.7277)  acc1: 30.0781 (26.2792)  acc5: 54.6875 (47.8022)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [30]  [ 100/1251]  eta: 0:09:43  lr: 2.987e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2001 (4.7025)  acc1: 30.0781 (26.5818)  acc5: 52.7344 (48.1204)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [30]  [ 110/1251]  eta: 0:09:35  lr: 2.987e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.3753 (4.7139)  acc1: 28.1250 (26.4886)  acc5: 51.5625 (47.9906)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [30]  [ 120/1251]  eta: 0:09:27  lr: 2.987e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.0183 (4.7256)  acc1: 25.0000 (26.3171)  acc5: 48.4375 (47.7305)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [30]  [ 130/1251]  eta: 0:09:20  lr: 2.987e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.5253 (4.6996)  acc1: 27.3438 (26.4969)  acc5: 51.1719 (48.0171)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [30]  [ 140/1251]  eta: 0:09:13  lr: 2.987e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 3.9960 (4.6957)  acc1: 29.2969 (26.4877)  acc5: 54.2969 (47.9388)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [30]  [ 150/1251]  eta: 0:09:06  lr: 2.987e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.1037 (4.7291)  acc1: 21.8750 (26.0813)  acc5: 46.0938 (47.3924)  time: 0.4735  data: 0.0004  max mem: 42896
Epoch: [30]  [ 160/1251]  eta: 0:09:00  lr: 2.987e-02  img/s: 5.08e+02  pen: 3.9e-02  loss: 5.1591 (4.7471)  acc1: 21.4844 (25.9123)  acc5: 41.4062 (47.1734)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [30]  [ 170/1251]  eta: 0:08:53  lr: 2.987e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 5.0257 (4.7462)  acc1: 25.3906 (25.9868)  acc5: 49.6094 (47.2177)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [30]  [ 180/1251]  eta: 0:08:47  lr: 2.987e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.6331 (4.7362)  acc1: 29.2969 (26.0575)  acc5: 51.5625 (47.3088)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [30]  [ 190/1251]  eta: 0:08:41  lr: 2.987e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.2819 (4.7250)  acc1: 29.2969 (26.2046)  acc5: 52.3438 (47.5274)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [30]  [ 200/1251]  eta: 0:08:36  lr: 2.987e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.5798 (4.7333)  acc1: 29.6875 (26.0844)  acc5: 51.9531 (47.3298)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [30]  [ 210/1251]  eta: 0:08:30  lr: 2.987e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 4.6260 (4.7295)  acc1: 29.6875 (26.2367)  acc5: 48.0469 (47.4878)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [30]  [ 220/1251]  eta: 0:08:24  lr: 2.987e-02  img/s: 5.42e+02  pen: 3.5e-02  loss: 4.4867 (4.7285)  acc1: 29.2969 (26.2461)  acc5: 51.1719 (47.5201)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [30]  [ 230/1251]  eta: 0:08:19  lr: 2.987e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.5124 (4.7350)  acc1: 27.7344 (26.1144)  acc5: 51.1719 (47.4449)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [30]  [ 240/1251]  eta: 0:08:13  lr: 2.987e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5124 (4.7281)  acc1: 26.9531 (26.1784)  acc5: 50.7812 (47.5687)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [30]  [ 250/1251]  eta: 0:08:08  lr: 2.987e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4061 (4.7280)  acc1: 25.7812 (26.0925)  acc5: 48.8281 (47.5458)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [30]  [ 260/1251]  eta: 0:08:03  lr: 2.987e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.9173 (4.7378)  acc1: 25.0000 (26.0043)  acc5: 47.6562 (47.4677)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [30]  [ 270/1251]  eta: 0:07:57  lr: 2.987e-02  img/s: 5.37e+02  pen: 4.1e-02  loss: 5.1836 (4.7453)  acc1: 21.4844 (25.9009)  acc5: 43.7500 (47.3074)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [30]  [ 280/1251]  eta: 0:07:52  lr: 2.987e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.2174 (4.7554)  acc1: 20.7031 (25.7771)  acc5: 37.1094 (47.1127)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [30]  [ 290/1251]  eta: 0:07:47  lr: 2.987e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 5.1299 (4.7622)  acc1: 21.0938 (25.7611)  acc5: 37.1094 (47.0240)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [30]  [ 300/1251]  eta: 0:07:42  lr: 2.987e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.7710 (4.7611)  acc1: 26.1719 (25.7164)  acc5: 50.0000 (46.9853)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [30]  [ 310/1251]  eta: 0:07:36  lr: 2.987e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.0558 (4.7510)  acc1: 29.6875 (25.7775)  acc5: 53.9062 (47.0333)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [30]  [ 320/1251]  eta: 0:07:31  lr: 2.987e-02  img/s: 4.79e+02  pen: 3.7e-02  loss: 4.9454 (4.7689)  acc1: 24.2188 (25.5634)  acc5: 44.1406 (46.7205)  time: 0.4774  data: 0.0003  max mem: 42896
Epoch: [30]  [ 330/1251]  eta: 0:07:26  lr: 2.987e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.2489 (4.7635)  acc1: 21.0938 (25.6019)  acc5: 42.1875 (46.7711)  time: 0.4775  data: 0.0003  max mem: 42896
Epoch: [30]  [ 340/1251]  eta: 0:07:21  lr: 2.987e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.0687 (4.7571)  acc1: 27.7344 (25.6404)  acc5: 50.0000 (46.8109)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [30]  [ 350/1251]  eta: 0:07:16  lr: 2.987e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.4640 (4.7537)  acc1: 26.9531 (25.6922)  acc5: 50.7812 (46.9073)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [30]  [ 360/1251]  eta: 0:07:11  lr: 2.987e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.8774 (4.7571)  acc1: 25.7812 (25.6438)  acc5: 50.0000 (46.8555)  time: 0.4773  data: 0.0003  max mem: 42896
Epoch: [30]  [ 370/1251]  eta: 0:07:06  lr: 2.987e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.7943 (4.7590)  acc1: 23.0469 (25.6054)  acc5: 45.7031 (46.7866)  time: 0.4770  data: 0.0003  max mem: 42896
Epoch: [30]  [ 380/1251]  eta: 0:07:01  lr: 2.987e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.7039 (4.7606)  acc1: 25.3906 (25.6070)  acc5: 48.0469 (46.7294)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [30]  [ 390/1251]  eta: 0:06:56  lr: 2.987e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.6159 (4.7567)  acc1: 28.5156 (25.6304)  acc5: 50.7812 (46.7921)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [30]  [ 400/1251]  eta: 0:06:51  lr: 2.987e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.6159 (4.7607)  acc1: 25.3906 (25.5231)  acc5: 46.8750 (46.6519)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [30]  [ 410/1251]  eta: 0:06:46  lr: 2.987e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.0243 (4.7603)  acc1: 21.8750 (25.5208)  acc5: 41.7969 (46.6459)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [30]  [ 420/1251]  eta: 0:06:41  lr: 2.987e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.4834 (4.7585)  acc1: 26.9531 (25.5382)  acc5: 49.6094 (46.6403)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [30]  [ 430/1251]  eta: 0:06:36  lr: 2.987e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.0994 (4.7481)  acc1: 29.2969 (25.6553)  acc5: 53.5156 (46.8134)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [30]  [ 440/1251]  eta: 0:06:31  lr: 2.987e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.5299 (4.7501)  acc1: 29.2969 (25.6254)  acc5: 51.5625 (46.8059)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [30]  [ 450/1251]  eta: 0:06:26  lr: 2.987e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.9877 (4.7563)  acc1: 23.8281 (25.5422)  acc5: 46.0938 (46.7356)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [30]  [ 460/1251]  eta: 0:06:21  lr: 2.987e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.9704 (4.7575)  acc1: 23.8281 (25.5126)  acc5: 46.0938 (46.7115)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [30]  [ 470/1251]  eta: 0:06:16  lr: 2.987e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.8241 (4.7576)  acc1: 23.4375 (25.4636)  acc5: 46.0938 (46.6287)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [30]  [ 480/1251]  eta: 0:06:11  lr: 2.987e-02  img/s: 5.09e+02  pen: 4.4e-02  loss: 5.2144 (4.7629)  acc1: 21.8750 (25.4337)  acc5: 42.5781 (46.5802)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [30]  [ 490/1251]  eta: 0:06:06  lr: 2.987e-02  img/s: 5.39e+02  pen: 3.6e-02  loss: 4.9416 (4.7619)  acc1: 25.7812 (25.4344)  acc5: 44.1406 (46.5703)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [30]  [ 500/1251]  eta: 0:06:01  lr: 2.987e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.8464 (4.7651)  acc1: 28.5156 (25.4304)  acc5: 51.1719 (46.5943)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [30]  [ 510/1251]  eta: 0:05:56  lr: 2.987e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.8524 (4.7644)  acc1: 25.3906 (25.4250)  acc5: 50.7812 (46.5845)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [30]  [ 520/1251]  eta: 0:05:51  lr: 2.987e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.7135 (4.7674)  acc1: 21.8750 (25.3719)  acc5: 44.5312 (46.5166)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [30]  [ 530/1251]  eta: 0:05:47  lr: 2.987e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.6894 (4.7630)  acc1: 26.5625 (25.4215)  acc5: 51.1719 (46.6065)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [30]  [ 540/1251]  eta: 0:05:42  lr: 2.987e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.7619 (4.7710)  acc1: 24.6094 (25.3408)  acc5: 46.0938 (46.4757)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [30]  [ 550/1251]  eta: 0:05:37  lr: 2.987e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.1538 (4.7736)  acc1: 23.0469 (25.3332)  acc5: 39.8438 (46.4865)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [30]  [ 560/1251]  eta: 0:05:32  lr: 2.987e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.8723 (4.7720)  acc1: 27.3438 (25.3649)  acc5: 48.8281 (46.5220)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [30]  [ 570/1251]  eta: 0:05:27  lr: 2.987e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.9629 (4.7781)  acc1: 25.7812 (25.2935)  acc5: 45.7031 (46.3968)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [30]  [ 580/1251]  eta: 0:05:22  lr: 2.987e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.1180 (4.7775)  acc1: 22.6562 (25.2817)  acc5: 44.5312 (46.3876)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [30]  [ 590/1251]  eta: 0:05:17  lr: 2.987e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 5.0041 (4.7830)  acc1: 23.8281 (25.2194)  acc5: 45.7031 (46.2980)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [30]  [ 600/1251]  eta: 0:05:12  lr: 2.987e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.9863 (4.7822)  acc1: 26.1719 (25.2450)  acc5: 48.4375 (46.3212)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [30]  [ 610/1251]  eta: 0:05:08  lr: 2.987e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.7488 (4.7834)  acc1: 28.5156 (25.2014)  acc5: 50.0000 (46.2798)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [30]  [ 620/1251]  eta: 0:05:03  lr: 2.987e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.0189 (4.7847)  acc1: 26.9531 (25.2145)  acc5: 47.6562 (46.3120)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [30]  [ 630/1251]  eta: 0:04:58  lr: 2.987e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.8171 (4.7840)  acc1: 28.1250 (25.2693)  acc5: 49.2188 (46.3599)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [30]  [ 640/1251]  eta: 0:04:53  lr: 2.987e-02  img/s: 5.07e+02  pen: 4.0e-02  loss: 4.7053 (4.7829)  acc1: 29.2969 (25.2834)  acc5: 49.2188 (46.3887)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [30]  [ 650/1251]  eta: 0:04:48  lr: 2.987e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.6622 (4.7781)  acc1: 30.4688 (25.3684)  acc5: 52.7344 (46.4964)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [30]  [ 660/1251]  eta: 0:04:43  lr: 2.987e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.6622 (4.7760)  acc1: 32.4219 (25.4178)  acc5: 52.7344 (46.5512)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [30]  [ 670/1251]  eta: 0:04:38  lr: 2.987e-02  img/s: 5.41e+02  pen: 5.1e-02  loss: 4.2963 (4.7719)  acc1: 29.6875 (25.4261)  acc5: 51.5625 (46.5863)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [30]  [ 680/1251]  eta: 0:04:34  lr: 2.987e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.4623 (4.7713)  acc1: 26.9531 (25.4101)  acc5: 51.9531 (46.5601)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [30]  [ 690/1251]  eta: 0:04:29  lr: 2.987e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.5829 (4.7714)  acc1: 27.7344 (25.4036)  acc5: 51.1719 (46.5771)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [30]  [ 700/1251]  eta: 0:04:24  lr: 2.987e-02  img/s: 5.40e+02  pen: 3.5e-02  loss: 4.5575 (4.7714)  acc1: 27.7344 (25.3951)  acc5: 49.6094 (46.5607)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [30]  [ 710/1251]  eta: 0:04:19  lr: 2.987e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.3827 (4.7681)  acc1: 29.6875 (25.4412)  acc5: 52.7344 (46.6261)  time: 0.4771  data: 0.0004  max mem: 42896
Epoch: [30]  [ 720/1251]  eta: 0:04:14  lr: 2.987e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.6900 (4.7704)  acc1: 28.9062 (25.4172)  acc5: 50.7812 (46.5889)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [30]  [ 730/1251]  eta: 0:04:09  lr: 2.987e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.7265 (4.7673)  acc1: 30.0781 (25.4724)  acc5: 52.7344 (46.6661)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [30]  [ 740/1251]  eta: 0:04:05  lr: 2.987e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.7265 (4.7691)  acc1: 30.0781 (25.4549)  acc5: 51.9531 (46.6436)  time: 0.4772  data: 0.0004  max mem: 42896
Epoch: [30]  [ 750/1251]  eta: 0:04:00  lr: 2.987e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 5.2373 (4.7729)  acc1: 23.4375 (25.4192)  acc5: 41.7969 (46.6030)  time: 0.4774  data: 0.0004  max mem: 42896
Epoch: [30]  [ 760/1251]  eta: 0:03:55  lr: 2.987e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.1678 (4.7724)  acc1: 22.2656 (25.3958)  acc5: 41.0156 (46.5696)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [30]  [ 770/1251]  eta: 0:03:50  lr: 2.987e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.1709 (4.7692)  acc1: 29.2969 (25.4205)  acc5: 52.3438 (46.6055)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [30]  [ 780/1251]  eta: 0:03:45  lr: 2.987e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3207 (4.7667)  acc1: 29.2969 (25.4391)  acc5: 52.7344 (46.6314)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [30]  [ 790/1251]  eta: 0:03:41  lr: 2.987e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.4889 (4.7710)  acc1: 25.7812 (25.3649)  acc5: 46.8750 (46.5101)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [30]  [ 800/1251]  eta: 0:03:36  lr: 2.987e-02  img/s: 5.10e+02  pen: 3.5e-02  loss: 5.3394 (4.7731)  acc1: 21.0938 (25.3521)  acc5: 40.2344 (46.4995)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [30]  [ 810/1251]  eta: 0:03:31  lr: 2.987e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.0277 (4.7746)  acc1: 25.7812 (25.3492)  acc5: 46.8750 (46.5017)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [30]  [ 820/1251]  eta: 0:03:26  lr: 2.987e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.0277 (4.7765)  acc1: 25.0000 (25.3078)  acc5: 46.8750 (46.4501)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [30]  [ 830/1251]  eta: 0:03:21  lr: 2.987e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.9049 (4.7750)  acc1: 26.1719 (25.3159)  acc5: 48.4375 (46.4891)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [30]  [ 840/1251]  eta: 0:03:16  lr: 2.987e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.8311 (4.7767)  acc1: 26.5625 (25.3010)  acc5: 48.8281 (46.4458)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [30]  [ 850/1251]  eta: 0:03:12  lr: 2.987e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.6553 (4.7740)  acc1: 26.1719 (25.3351)  acc5: 51.1719 (46.4917)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [30]  [ 860/1251]  eta: 0:03:07  lr: 2.987e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.3401 (4.7710)  acc1: 26.9531 (25.3684)  acc5: 52.3438 (46.5356)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [30]  [ 870/1251]  eta: 0:03:02  lr: 2.987e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.6011 (4.7720)  acc1: 29.2969 (25.3655)  acc5: 50.3906 (46.5256)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [30]  [ 880/1251]  eta: 0:02:57  lr: 2.987e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.9638 (4.7740)  acc1: 25.0000 (25.3450)  acc5: 46.0938 (46.4981)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [30]  [ 890/1251]  eta: 0:02:52  lr: 2.987e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.9638 (4.7753)  acc1: 25.0000 (25.3358)  acc5: 46.0938 (46.4603)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [30]  [ 900/1251]  eta: 0:02:48  lr: 2.987e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.8371 (4.7755)  acc1: 25.7812 (25.3265)  acc5: 48.4375 (46.4592)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [30]  [ 910/1251]  eta: 0:02:43  lr: 2.987e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.9099 (4.7764)  acc1: 25.7812 (25.3122)  acc5: 48.4375 (46.4308)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [30]  [ 920/1251]  eta: 0:02:38  lr: 2.987e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.9426 (4.7805)  acc1: 23.4375 (25.2634)  acc5: 46.0938 (46.3610)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [30]  [ 930/1251]  eta: 0:02:33  lr: 2.987e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.7935 (4.7779)  acc1: 24.2188 (25.2971)  acc5: 49.2188 (46.4084)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [30]  [ 940/1251]  eta: 0:02:28  lr: 2.987e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4455 (4.7762)  acc1: 29.6875 (25.2976)  acc5: 51.9531 (46.4101)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [30]  [ 950/1251]  eta: 0:02:24  lr: 2.987e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.8022 (4.7760)  acc1: 26.9531 (25.3072)  acc5: 48.0469 (46.4256)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [30]  [ 960/1251]  eta: 0:02:19  lr: 2.987e-02  img/s: 5.03e+02  pen: 4.6e-02  loss: 4.7285 (4.7745)  acc1: 26.9531 (25.3288)  acc5: 49.2188 (46.4600)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [30]  [ 970/1251]  eta: 0:02:14  lr: 2.987e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.9201 (4.7761)  acc1: 25.3906 (25.3110)  acc5: 47.2656 (46.4289)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [30]  [ 980/1251]  eta: 0:02:09  lr: 2.987e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.1876 (4.7778)  acc1: 22.6562 (25.2883)  acc5: 40.6250 (46.3900)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [30]  [ 990/1251]  eta: 0:02:04  lr: 2.987e-02  img/s: 5.39e+02  pen: 5.0e-02  loss: 5.0320 (4.7790)  acc1: 23.4375 (25.2700)  acc5: 43.7500 (46.3677)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [30]  [1000/1251]  eta: 0:02:00  lr: 2.987e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.9880 (4.7797)  acc1: 23.4375 (25.2478)  acc5: 46.8750 (46.3466)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [30]  [1010/1251]  eta: 0:01:55  lr: 2.987e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 5.3022 (4.7824)  acc1: 20.7031 (25.2272)  acc5: 39.8438 (46.2927)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [30]  [1020/1251]  eta: 0:01:50  lr: 2.987e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.1451 (4.7824)  acc1: 25.0000 (25.2273)  acc5: 45.7031 (46.2904)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [30]  [1030/1251]  eta: 0:01:45  lr: 2.987e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.1342 (4.7844)  acc1: 23.8281 (25.2035)  acc5: 45.7031 (46.2711)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [30]  [1040/1251]  eta: 0:01:40  lr: 2.987e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.9878 (4.7860)  acc1: 24.6094 (25.2056)  acc5: 46.8750 (46.2757)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [30]  [1050/1251]  eta: 0:01:36  lr: 2.987e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.7214 (4.7838)  acc1: 27.7344 (25.2386)  acc5: 50.3906 (46.3112)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [30]  [1060/1251]  eta: 0:01:31  lr: 2.987e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.6749 (4.7855)  acc1: 30.0781 (25.2312)  acc5: 51.9531 (46.2904)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [30]  [1070/1251]  eta: 0:01:26  lr: 2.987e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.0631 (4.7859)  acc1: 24.2188 (25.2462)  acc5: 44.9219 (46.3064)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [30]  [1080/1251]  eta: 0:01:21  lr: 2.987e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 5.0631 (4.7887)  acc1: 22.6562 (25.2125)  acc5: 44.9219 (46.2611)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [30]  [1090/1251]  eta: 0:01:17  lr: 2.987e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.0650 (4.7883)  acc1: 26.5625 (25.2180)  acc5: 45.7031 (46.2592)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [30]  [1100/1251]  eta: 0:01:12  lr: 2.987e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.6494 (4.7891)  acc1: 26.5625 (25.2072)  acc5: 46.0938 (46.2573)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [30]  [1110/1251]  eta: 0:01:07  lr: 2.987e-02  img/s: 5.38e+02  pen: 3.6e-02  loss: 5.2043 (4.7930)  acc1: 21.8750 (25.1667)  acc5: 41.4062 (46.1824)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [30]  [1120/1251]  eta: 0:01:02  lr: 2.987e-02  img/s: 5.06e+02  pen: 4.5e-02  loss: 4.8591 (4.7920)  acc1: 26.9531 (25.2080)  acc5: 48.0469 (46.2272)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [30]  [1130/1251]  eta: 0:00:57  lr: 2.987e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.5241 (4.7911)  acc1: 28.9062 (25.2176)  acc5: 53.1250 (46.2319)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [30]  [1140/1251]  eta: 0:00:53  lr: 2.987e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.4541 (4.7893)  acc1: 30.8594 (25.2383)  acc5: 53.1250 (46.2482)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [30]  [1150/1251]  eta: 0:00:48  lr: 2.987e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.7030 (4.7916)  acc1: 25.0000 (25.2046)  acc5: 51.1719 (46.2115)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [30]  [1160/1251]  eta: 0:00:43  lr: 2.987e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.8028 (4.7900)  acc1: 25.3906 (25.2345)  acc5: 50.7812 (46.2435)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [30]  [1170/1251]  eta: 0:00:38  lr: 2.987e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.6057 (4.7907)  acc1: 28.5156 (25.2255)  acc5: 50.3906 (46.2319)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [30]  [1180/1251]  eta: 0:00:33  lr: 2.987e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.6057 (4.7900)  acc1: 28.1250 (25.2448)  acc5: 50.0000 (46.2568)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [30]  [1190/1251]  eta: 0:00:29  lr: 2.987e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.5898 (4.7890)  acc1: 29.2969 (25.2647)  acc5: 52.3438 (46.2902)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [30]  [1200/1251]  eta: 0:00:24  lr: 2.987e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.6377 (4.7884)  acc1: 29.2969 (25.2742)  acc5: 51.9531 (46.3006)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [30]  [1210/1251]  eta: 0:00:19  lr: 2.987e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.6377 (4.7872)  acc1: 30.0781 (25.2897)  acc5: 50.7812 (46.3205)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [30]  [1220/1251]  eta: 0:00:14  lr: 2.987e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.5058 (4.7866)  acc1: 28.5156 (25.3132)  acc5: 49.2188 (46.3510)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [30]  [1230/1251]  eta: 0:00:10  lr: 2.987e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.0631 (4.7878)  acc1: 25.3906 (25.3107)  acc5: 45.3125 (46.3419)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [30]  [1240/1251]  eta: 0:00:05  lr: 2.987e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.0631 (4.7889)  acc1: 24.2188 (25.2751)  acc5: 44.5312 (46.3103)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [30]  [1250/1251]  eta: 0:00:00  lr: 2.987e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.3362 (4.7853)  acc1: 24.6094 (25.3222)  acc5: 48.4375 (46.3663)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [30] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:19  loss: 2.8561 (2.8561)  acc1: 60.9375 (60.9375)  acc5: 84.7656 (84.7656)  time: 2.8412  data: 2.5930  max mem: 42896
Test:  Total time: 0:00:14
Test:  Acc@1 41.058 Acc@5 67.622 Loss: 3.598
Test: EMA  [ 0/49]  eta: 0:02:26  loss: nan (nan)  acc1: 3.1250 (3.1250)  acc5: 7.8125 (7.8125)  time: 2.9898  data: 2.7432  max mem: 42896
Test: EMA Total time: 0:00:14
Test: EMA Acc@1 1.102 Acc@5 3.364 Loss: nan
Epoch: [31]  [   0/1251]  eta: 1:17:35  lr: 2.986e-02  img/s: 4.88e+02  pen: 4.3e-02  loss: 4.9594 (4.9594)  acc1: 25.7812 (25.7812)  acc5: 51.9531 (51.9531)  time: 3.7216  data: 3.1971  max mem: 42896
Epoch: [31]  [  10/1251]  eta: 0:15:53  lr: 2.986e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 5.2747 (5.2091)  acc1: 21.0938 (20.7031)  acc5: 38.6719 (41.2287)  time: 0.7687  data: 0.2910  max mem: 42896
Epoch: [31]  [  20/1251]  eta: 0:12:53  lr: 2.986e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.2747 (5.1595)  acc1: 21.0938 (21.3728)  acc5: 38.6719 (41.7783)  time: 0.4735  data: 0.0004  max mem: 42896
Epoch: [31]  [  30/1251]  eta: 0:11:46  lr: 2.986e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.2539 (5.1012)  acc1: 19.1406 (21.5852)  acc5: 40.2344 (42.0993)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [31]  [  40/1251]  eta: 0:11:10  lr: 2.986e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.2422 (5.0308)  acc1: 19.5312 (22.4562)  acc5: 41.4062 (43.3498)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [31]  [  50/1251]  eta: 0:10:46  lr: 2.986e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.8455 (4.9811)  acc1: 25.7812 (23.0009)  acc5: 51.1719 (44.3704)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [31]  [  60/1251]  eta: 0:10:28  lr: 2.986e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.7452 (4.9225)  acc1: 25.7812 (23.7193)  acc5: 51.1719 (45.2549)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [31]  [  70/1251]  eta: 0:10:14  lr: 2.986e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.3938 (4.8901)  acc1: 28.1250 (24.1637)  acc5: 51.1719 (45.9012)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [31]  [  80/1251]  eta: 0:10:02  lr: 2.986e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3715 (4.8417)  acc1: 29.6875 (24.5756)  acc5: 51.9531 (46.2577)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [31]  [  90/1251]  eta: 0:09:52  lr: 2.986e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.3715 (4.8056)  acc1: 30.4688 (25.1202)  acc5: 51.9531 (47.0295)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [31]  [ 100/1251]  eta: 0:09:43  lr: 2.986e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.6105 (4.7944)  acc1: 29.2969 (25.3055)  acc5: 52.7344 (47.1883)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [31]  [ 110/1251]  eta: 0:09:35  lr: 2.986e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.6105 (4.7878)  acc1: 28.5156 (25.3378)  acc5: 51.9531 (47.1988)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [31]  [ 120/1251]  eta: 0:09:27  lr: 2.986e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.5251 (4.7742)  acc1: 27.3438 (25.5004)  acc5: 52.3438 (47.3722)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [31]  [ 130/1251]  eta: 0:09:20  lr: 2.986e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.2183 (4.7452)  acc1: 28.9062 (25.8111)  acc5: 53.1250 (47.8143)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [31]  [ 140/1251]  eta: 0:09:13  lr: 2.986e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.2931 (4.7536)  acc1: 30.0781 (25.7452)  acc5: 52.3438 (47.5898)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [31]  [ 150/1251]  eta: 0:09:06  lr: 2.986e-02  img/s: 5.39e+02  pen: 3.5e-02  loss: 4.8435 (4.7595)  acc1: 28.1250 (25.7657)  acc5: 48.4375 (47.4674)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [31]  [ 160/1251]  eta: 0:09:00  lr: 2.986e-02  img/s: 5.10e+02  pen: 4.1e-02  loss: 5.1766 (4.7695)  acc1: 21.0938 (25.6745)  acc5: 40.6250 (47.3311)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [31]  [ 170/1251]  eta: 0:08:53  lr: 2.986e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.9124 (4.7791)  acc1: 26.1719 (25.5962)  acc5: 47.2656 (47.1971)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [31]  [ 180/1251]  eta: 0:08:47  lr: 2.986e-02  img/s: 5.40e+02  pen: 3.4e-02  loss: 5.1546 (4.8022)  acc1: 19.9219 (25.2935)  acc5: 39.0625 (46.6959)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [31]  [ 190/1251]  eta: 0:08:41  lr: 2.986e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.2220 (4.7950)  acc1: 20.7031 (25.3640)  acc5: 40.6250 (46.7421)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [31]  [ 200/1251]  eta: 0:08:35  lr: 2.986e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 5.0107 (4.8029)  acc1: 22.2656 (25.2546)  acc5: 42.5781 (46.5699)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [31]  [ 210/1251]  eta: 0:08:30  lr: 2.986e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.0865 (4.8111)  acc1: 23.8281 (25.2647)  acc5: 46.4844 (46.5621)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [31]  [ 220/1251]  eta: 0:08:24  lr: 2.986e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.0654 (4.8129)  acc1: 23.8281 (25.2528)  acc5: 46.4844 (46.4808)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [31]  [ 230/1251]  eta: 0:08:19  lr: 2.986e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.7463 (4.8128)  acc1: 25.0000 (25.2435)  acc5: 48.0469 (46.4996)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [31]  [ 240/1251]  eta: 0:08:13  lr: 2.986e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.0178 (4.8235)  acc1: 24.2188 (25.1751)  acc5: 46.8750 (46.3887)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [31]  [ 250/1251]  eta: 0:08:08  lr: 2.986e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.7012 (4.8021)  acc1: 28.9062 (25.3922)  acc5: 50.3906 (46.6742)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [31]  [ 260/1251]  eta: 0:08:02  lr: 2.986e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.5712 (4.8116)  acc1: 28.9062 (25.2903)  acc5: 52.3438 (46.5143)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [31]  [ 270/1251]  eta: 0:07:57  lr: 2.986e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.0414 (4.8147)  acc1: 24.2188 (25.2335)  acc5: 45.7031 (46.4382)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [31]  [ 280/1251]  eta: 0:07:52  lr: 2.986e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.0414 (4.8118)  acc1: 23.4375 (25.2627)  acc5: 47.6562 (46.4955)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [31]  [ 290/1251]  eta: 0:07:47  lr: 2.986e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.9347 (4.8076)  acc1: 25.3906 (25.3101)  acc5: 47.6562 (46.5528)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [31]  [ 300/1251]  eta: 0:07:41  lr: 2.986e-02  img/s: 5.35e+02  pen: 4.0e-02  loss: 4.7531 (4.8082)  acc1: 26.5625 (25.2985)  acc5: 48.0469 (46.5064)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [31]  [ 310/1251]  eta: 0:07:36  lr: 2.986e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4986 (4.8008)  acc1: 28.5156 (25.3843)  acc5: 51.9531 (46.5974)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [31]  [ 320/1251]  eta: 0:07:31  lr: 2.986e-02  img/s: 5.09e+02  pen: 3.6e-02  loss: 4.8729 (4.8062)  acc1: 26.9531 (25.3067)  acc5: 49.2188 (46.4783)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [31]  [ 330/1251]  eta: 0:07:26  lr: 2.986e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.9046 (4.8044)  acc1: 25.0000 (25.3564)  acc5: 47.2656 (46.5269)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [31]  [ 340/1251]  eta: 0:07:21  lr: 2.986e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.7796 (4.8041)  acc1: 27.7344 (25.3723)  acc5: 50.3906 (46.5749)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [31]  [ 350/1251]  eta: 0:07:16  lr: 2.986e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.7796 (4.8013)  acc1: 26.9531 (25.4374)  acc5: 50.7812 (46.6647)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [31]  [ 360/1251]  eta: 0:07:11  lr: 2.986e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.4446 (4.7954)  acc1: 28.1250 (25.5270)  acc5: 51.1719 (46.7711)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [31]  [ 370/1251]  eta: 0:07:06  lr: 2.986e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 5.0373 (4.8104)  acc1: 23.4375 (25.3506)  acc5: 44.1406 (46.5318)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [31]  [ 380/1251]  eta: 0:07:01  lr: 2.986e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.3227 (4.8121)  acc1: 19.9219 (25.3670)  acc5: 39.8438 (46.5438)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [31]  [ 390/1251]  eta: 0:06:56  lr: 2.986e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.8822 (4.8123)  acc1: 25.3906 (25.3607)  acc5: 48.8281 (46.5423)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [31]  [ 400/1251]  eta: 0:06:51  lr: 2.986e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.8476 (4.8087)  acc1: 28.1250 (25.4130)  acc5: 50.7812 (46.6149)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [31]  [ 410/1251]  eta: 0:06:46  lr: 2.986e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.8927 (4.8110)  acc1: 28.9062 (25.4163)  acc5: 47.2656 (46.5804)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [31]  [ 420/1251]  eta: 0:06:41  lr: 2.986e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.9587 (4.8104)  acc1: 25.3906 (25.4222)  acc5: 46.4844 (46.5883)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [31]  [ 430/1251]  eta: 0:06:36  lr: 2.986e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.7851 (4.8067)  acc1: 25.3906 (25.4097)  acc5: 49.2188 (46.6339)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [31]  [ 440/1251]  eta: 0:06:31  lr: 2.986e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.7514 (4.8032)  acc1: 25.0000 (25.4243)  acc5: 51.1719 (46.6660)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [31]  [ 450/1251]  eta: 0:06:26  lr: 2.986e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.7514 (4.8025)  acc1: 25.0000 (25.3672)  acc5: 50.7812 (46.5909)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [31]  [ 460/1251]  eta: 0:06:21  lr: 2.986e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.4711 (4.7949)  acc1: 26.9531 (25.4626)  acc5: 50.7812 (46.7072)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [31]  [ 470/1251]  eta: 0:06:16  lr: 2.986e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.7045 (4.8015)  acc1: 26.9531 (25.3981)  acc5: 49.6094 (46.5972)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [31]  [ 480/1251]  eta: 0:06:11  lr: 2.986e-02  img/s: 5.11e+02  pen: 3.7e-02  loss: 5.1393 (4.8021)  acc1: 26.9531 (25.4044)  acc5: 44.1406 (46.5932)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [31]  [ 490/1251]  eta: 0:06:06  lr: 2.986e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.1393 (4.8074)  acc1: 26.9531 (25.3612)  acc5: 48.0469 (46.5154)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [31]  [ 500/1251]  eta: 0:06:01  lr: 2.986e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.1568 (4.8061)  acc1: 24.6094 (25.3906)  acc5: 48.0469 (46.5740)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [31]  [ 510/1251]  eta: 0:05:56  lr: 2.986e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 5.2640 (4.8164)  acc1: 20.7031 (25.2500)  acc5: 40.6250 (46.3743)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [31]  [ 520/1251]  eta: 0:05:51  lr: 2.986e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.2742 (4.8166)  acc1: 21.8750 (25.2797)  acc5: 41.0156 (46.4071)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [31]  [ 530/1251]  eta: 0:05:46  lr: 2.986e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.8627 (4.8149)  acc1: 27.7344 (25.2803)  acc5: 46.8750 (46.4108)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [31]  [ 540/1251]  eta: 0:05:42  lr: 2.986e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.1668 (4.8071)  acc1: 30.0781 (25.3848)  acc5: 52.3438 (46.5111)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [31]  [ 550/1251]  eta: 0:05:37  lr: 2.986e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.5516 (4.8054)  acc1: 29.2969 (25.4055)  acc5: 52.3438 (46.5503)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [31]  [ 560/1251]  eta: 0:05:32  lr: 2.986e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.5565 (4.8020)  acc1: 29.2969 (25.4338)  acc5: 54.2969 (46.5728)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [31]  [ 570/1251]  eta: 0:05:27  lr: 2.986e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.5565 (4.8010)  acc1: 30.0781 (25.4515)  acc5: 54.6875 (46.5726)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [31]  [ 580/1251]  eta: 0:05:22  lr: 2.986e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.3788 (4.7964)  acc1: 25.7812 (25.4955)  acc5: 52.3438 (46.6531)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [31]  [ 590/1251]  eta: 0:05:17  lr: 2.986e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 4.4316 (4.7965)  acc1: 28.1250 (25.5070)  acc5: 52.3438 (46.6767)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [31]  [ 600/1251]  eta: 0:05:12  lr: 2.986e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.0408 (4.7956)  acc1: 23.0469 (25.5063)  acc5: 46.0938 (46.6703)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [31]  [ 610/1251]  eta: 0:05:07  lr: 2.986e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.7933 (4.7929)  acc1: 25.7812 (25.5121)  acc5: 48.8281 (46.6915)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [31]  [ 620/1251]  eta: 0:05:03  lr: 2.986e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 4.2925 (4.7896)  acc1: 29.6875 (25.5485)  acc5: 48.8281 (46.7398)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [31]  [ 630/1251]  eta: 0:04:58  lr: 2.986e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.0795 (4.7854)  acc1: 29.6875 (25.5875)  acc5: 51.1719 (46.7859)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [31]  [ 640/1251]  eta: 0:04:53  lr: 2.986e-02  img/s: 5.09e+02  pen: 4.2e-02  loss: 4.3342 (4.7823)  acc1: 29.6875 (25.6143)  acc5: 51.5625 (46.8372)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [31]  [ 650/1251]  eta: 0:04:48  lr: 2.986e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.9783 (4.7888)  acc1: 23.0469 (25.5412)  acc5: 46.4844 (46.7202)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [31]  [ 660/1251]  eta: 0:04:43  lr: 2.986e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 5.1590 (4.7877)  acc1: 21.4844 (25.5183)  acc5: 42.9688 (46.6971)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [31]  [ 670/1251]  eta: 0:04:38  lr: 2.986e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.6976 (4.7888)  acc1: 26.9531 (25.4989)  acc5: 47.6562 (46.6421)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [31]  [ 680/1251]  eta: 0:04:33  lr: 2.986e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 5.2924 (4.7971)  acc1: 21.8750 (25.4015)  acc5: 38.6719 (46.4821)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [31]  [ 690/1251]  eta: 0:04:29  lr: 2.986e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 5.2327 (4.7972)  acc1: 21.8750 (25.3912)  acc5: 42.5781 (46.4680)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [31]  [ 700/1251]  eta: 0:04:24  lr: 2.986e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.9540 (4.7956)  acc1: 25.0000 (25.4207)  acc5: 43.7500 (46.4966)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [31]  [ 710/1251]  eta: 0:04:19  lr: 2.986e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.6735 (4.7919)  acc1: 30.0781 (25.4708)  acc5: 52.7344 (46.5712)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [31]  [ 720/1251]  eta: 0:04:14  lr: 2.986e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.7827 (4.7944)  acc1: 27.7344 (25.4540)  acc5: 50.0000 (46.5402)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [31]  [ 730/1251]  eta: 0:04:09  lr: 2.986e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.9521 (4.7934)  acc1: 25.0000 (25.4665)  acc5: 46.8750 (46.5367)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [31]  [ 740/1251]  eta: 0:04:05  lr: 2.986e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.4762 (4.7903)  acc1: 30.0781 (25.5140)  acc5: 53.1250 (46.6162)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [31]  [ 750/1251]  eta: 0:04:00  lr: 2.986e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.3154 (4.7890)  acc1: 29.2969 (25.5066)  acc5: 53.1250 (46.6181)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [31]  [ 760/1251]  eta: 0:03:55  lr: 2.986e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.6906 (4.7889)  acc1: 23.8281 (25.5154)  acc5: 48.0469 (46.6404)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [31]  [ 770/1251]  eta: 0:03:50  lr: 2.986e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.9684 (4.7904)  acc1: 25.0000 (25.5077)  acc5: 48.0469 (46.6354)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [31]  [ 780/1251]  eta: 0:03:45  lr: 2.986e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.1632 (4.7941)  acc1: 22.2656 (25.4596)  acc5: 45.7031 (46.5644)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [31]  [ 790/1251]  eta: 0:03:40  lr: 2.986e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.1586 (4.7960)  acc1: 23.0469 (25.4514)  acc5: 45.3125 (46.5585)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [31]  [ 800/1251]  eta: 0:03:36  lr: 2.986e-02  img/s: 5.10e+02  pen: 3.8e-02  loss: 5.0409 (4.7971)  acc1: 25.3906 (25.4399)  acc5: 45.7031 (46.5561)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [31]  [ 810/1251]  eta: 0:03:31  lr: 2.986e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.7561 (4.7946)  acc1: 26.9531 (25.4744)  acc5: 48.8281 (46.6101)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [31]  [ 820/1251]  eta: 0:03:26  lr: 2.986e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.6978 (4.7928)  acc1: 29.2969 (25.5262)  acc5: 50.0000 (46.6576)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [31]  [ 830/1251]  eta: 0:03:21  lr: 2.986e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.6978 (4.7912)  acc1: 29.2969 (25.5368)  acc5: 51.5625 (46.6757)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [31]  [ 840/1251]  eta: 0:03:16  lr: 2.986e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.3298 (4.7892)  acc1: 30.4688 (25.5616)  acc5: 53.5156 (46.7129)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [31]  [ 850/1251]  eta: 0:03:12  lr: 2.986e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.5887 (4.7895)  acc1: 28.9062 (25.5724)  acc5: 51.5625 (46.7148)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [31]  [ 860/1251]  eta: 0:03:07  lr: 2.986e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.6729 (4.7879)  acc1: 26.9531 (25.5839)  acc5: 49.2188 (46.7212)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [31]  [ 870/1251]  eta: 0:03:02  lr: 2.986e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.4168 (4.7930)  acc1: 16.7969 (25.5023)  acc5: 35.5469 (46.6104)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [31]  [ 880/1251]  eta: 0:02:57  lr: 2.986e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 5.0953 (4.7912)  acc1: 21.8750 (25.5241)  acc5: 43.7500 (46.6436)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [31]  [ 890/1251]  eta: 0:02:52  lr: 2.986e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.8409 (4.7926)  acc1: 25.3906 (25.5033)  acc5: 47.6562 (46.6080)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [31]  [ 900/1251]  eta: 0:02:48  lr: 2.986e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.0510 (4.7946)  acc1: 23.4375 (25.4700)  acc5: 44.9219 (46.5620)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [31]  [ 910/1251]  eta: 0:02:43  lr: 2.986e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.9611 (4.7927)  acc1: 26.5625 (25.4854)  acc5: 45.3125 (46.5641)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [31]  [ 920/1251]  eta: 0:02:38  lr: 2.986e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.0331 (4.7883)  acc1: 30.4688 (25.5251)  acc5: 53.9062 (46.6235)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [31]  [ 930/1251]  eta: 0:02:33  lr: 2.986e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.0959 (4.7877)  acc1: 29.6875 (25.5266)  acc5: 51.1719 (46.6279)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [31]  [ 940/1251]  eta: 0:02:28  lr: 2.986e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.8859 (4.7879)  acc1: 25.7812 (25.5330)  acc5: 47.2656 (46.6438)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [31]  [ 950/1251]  eta: 0:02:24  lr: 2.986e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.6640 (4.7847)  acc1: 28.5156 (25.5500)  acc5: 51.9531 (46.6856)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [31]  [ 960/1251]  eta: 0:02:19  lr: 2.986e-02  img/s: 5.08e+02  pen: 3.9e-02  loss: 4.6640 (4.7872)  acc1: 26.1719 (25.5235)  acc5: 46.4844 (46.6547)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [31]  [ 970/1251]  eta: 0:02:14  lr: 2.986e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.8220 (4.7843)  acc1: 26.1719 (25.5640)  acc5: 50.0000 (46.7173)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [31]  [ 980/1251]  eta: 0:02:09  lr: 2.986e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.4002 (4.7817)  acc1: 30.8594 (25.5929)  acc5: 52.3438 (46.7420)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [31]  [ 990/1251]  eta: 0:02:04  lr: 2.986e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.4376 (4.7796)  acc1: 30.4688 (25.5964)  acc5: 51.9531 (46.7540)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [31]  [1000/1251]  eta: 0:02:00  lr: 2.986e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.4508 (4.7775)  acc1: 28.5156 (25.6103)  acc5: 50.7812 (46.7864)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [31]  [1010/1251]  eta: 0:01:55  lr: 2.986e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 4.5718 (4.7797)  acc1: 27.7344 (25.5892)  acc5: 52.7344 (46.7332)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [31]  [1020/1251]  eta: 0:01:50  lr: 2.986e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6226 (4.7770)  acc1: 27.7344 (25.6324)  acc5: 52.7344 (46.7904)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [31]  [1030/1251]  eta: 0:01:45  lr: 2.986e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.4792 (4.7754)  acc1: 29.6875 (25.6585)  acc5: 53.9062 (46.8223)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [31]  [1040/1251]  eta: 0:01:40  lr: 2.986e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.6044 (4.7772)  acc1: 27.3438 (25.6308)  acc5: 50.7812 (46.7797)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [31]  [1050/1251]  eta: 0:01:36  lr: 2.986e-02  img/s: 5.39e+02  pen: 5.2e-02  loss: 5.1225 (4.7772)  acc1: 22.6562 (25.6504)  acc5: 46.0938 (46.7977)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [31]  [1060/1251]  eta: 0:01:31  lr: 2.986e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.6470 (4.7762)  acc1: 30.4688 (25.6612)  acc5: 53.1250 (46.8036)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [31]  [1070/1251]  eta: 0:01:26  lr: 2.986e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.9918 (4.7779)  acc1: 25.3906 (25.6551)  acc5: 48.4375 (46.8002)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [31]  [1080/1251]  eta: 0:01:21  lr: 2.986e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.1191 (4.7789)  acc1: 25.0000 (25.6490)  acc5: 43.7500 (46.7753)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [31]  [1090/1251]  eta: 0:01:16  lr: 2.986e-02  img/s: 5.38e+02  pen: 3.9e-02  loss: 4.6752 (4.7767)  acc1: 30.0781 (25.6821)  acc5: 49.2188 (46.8091)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [31]  [1100/1251]  eta: 0:01:12  lr: 2.986e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.6326 (4.7782)  acc1: 28.9062 (25.6635)  acc5: 49.2188 (46.7813)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [31]  [1110/1251]  eta: 0:01:07  lr: 2.986e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.1733 (4.7804)  acc1: 22.6562 (25.6410)  acc5: 46.0938 (46.7519)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [31]  [1120/1251]  eta: 0:01:02  lr: 2.986e-02  img/s: 5.07e+02  pen: 4.0e-02  loss: 5.0408 (4.7799)  acc1: 23.8281 (25.6464)  acc5: 42.9688 (46.7447)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [31]  [1130/1251]  eta: 0:00:57  lr: 2.986e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.8728 (4.7799)  acc1: 25.0000 (25.6545)  acc5: 45.7031 (46.7493)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [31]  [1140/1251]  eta: 0:00:53  lr: 2.986e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.8542 (4.7800)  acc1: 28.9062 (25.6436)  acc5: 51.1719 (46.7381)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [31]  [1150/1251]  eta: 0:00:48  lr: 2.986e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 4.2167 (4.7768)  acc1: 29.6875 (25.6696)  acc5: 51.5625 (46.7803)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [31]  [1160/1251]  eta: 0:00:43  lr: 2.986e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.3933 (4.7787)  acc1: 26.5625 (25.6507)  acc5: 51.1719 (46.7542)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [31]  [1170/1251]  eta: 0:00:38  lr: 2.986e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.9192 (4.7769)  acc1: 26.5625 (25.6855)  acc5: 48.8281 (46.8023)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [31]  [1180/1251]  eta: 0:00:33  lr: 2.986e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.6595 (4.7760)  acc1: 28.1250 (25.7039)  acc5: 51.9531 (46.8310)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [31]  [1190/1251]  eta: 0:00:29  lr: 2.986e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.8133 (4.7770)  acc1: 26.9531 (25.6815)  acc5: 47.6562 (46.7894)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [31]  [1200/1251]  eta: 0:00:24  lr: 2.986e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.8364 (4.7762)  acc1: 20.7031 (25.6850)  acc5: 42.1875 (46.8031)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [31]  [1210/1251]  eta: 0:00:19  lr: 2.986e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.2275 (4.7735)  acc1: 28.9062 (25.6987)  acc5: 53.1250 (46.8350)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [31]  [1220/1251]  eta: 0:00:14  lr: 2.986e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.5741 (4.7748)  acc1: 27.3438 (25.6741)  acc5: 49.2188 (46.8101)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [31]  [1230/1251]  eta: 0:00:10  lr: 2.986e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.0480 (4.7746)  acc1: 24.2188 (25.6781)  acc5: 45.7031 (46.8080)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [31]  [1240/1251]  eta: 0:00:05  lr: 2.986e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.0133 (4.7749)  acc1: 24.2188 (25.6793)  acc5: 47.6562 (46.8130)  time: 0.4742  data: 0.0005  max mem: 42896
Epoch: [31]  [1250/1251]  eta: 0:00:00  lr: 2.986e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.0168 (4.7763)  acc1: 23.8281 (25.6748)  acc5: 46.4844 (46.7969)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [31] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:57  loss: 3.5046 (3.5046)  acc1: 49.2188 (49.2188)  acc5: 75.7812 (75.7812)  time: 3.6242  data: 3.3778  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 34.902 Acc@5 60.394 Loss: 4.077
Test: EMA  [ 0/49]  eta: 0:02:07  loss: nan (nan)  acc1: 3.5156 (3.5156)  acc5: 9.7656 (9.7656)  time: 2.6005  data: 2.3494  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 0.874 Acc@5 2.680 Loss: nan
Epoch: [32]  [   0/1251]  eta: 1:09:54  lr: 2.985e-02  img/s: 4.84e+02  pen: 4.6e-02  loss: 3.8185 (3.8185)  acc1: 37.1094 (37.1094)  acc5: 59.3750 (59.3750)  time: 3.3533  data: 2.8246  max mem: 42896
Epoch: [32]  [  10/1251]  eta: 0:15:13  lr: 2.985e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.5836 (4.6074)  acc1: 28.9062 (27.0952)  acc5: 52.7344 (47.7273)  time: 0.7357  data: 0.2570  max mem: 42896
Epoch: [32]  [  20/1251]  eta: 0:12:32  lr: 2.985e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.5836 (4.5992)  acc1: 28.9062 (27.8274)  acc5: 51.1719 (49.4048)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [32]  [  30/1251]  eta: 0:11:32  lr: 2.985e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3223 (4.5685)  acc1: 29.2969 (28.2762)  acc5: 51.5625 (50.3654)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [32]  [  40/1251]  eta: 0:10:59  lr: 2.985e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.6632 (4.6433)  acc1: 26.9531 (27.4867)  acc5: 48.8281 (48.9901)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [32]  [  50/1251]  eta: 0:10:37  lr: 2.985e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.9915 (4.6527)  acc1: 23.4375 (27.1140)  acc5: 44.5312 (48.5141)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [32]  [  60/1251]  eta: 0:10:21  lr: 2.985e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.6549 (4.6457)  acc1: 25.3906 (27.2413)  acc5: 50.7812 (48.9178)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [32]  [  70/1251]  eta: 0:10:08  lr: 2.985e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3661 (4.6379)  acc1: 26.5625 (27.2007)  acc5: 53.1250 (48.8116)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [32]  [  80/1251]  eta: 0:09:57  lr: 2.985e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.3661 (4.6642)  acc1: 26.5625 (26.9194)  acc5: 50.0000 (48.6111)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [32]  [  90/1251]  eta: 0:09:47  lr: 2.985e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.5440 (4.6467)  acc1: 27.3438 (27.2279)  acc5: 52.3438 (49.1243)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [32]  [ 100/1251]  eta: 0:09:38  lr: 2.985e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.6977 (4.6779)  acc1: 27.3438 (26.8410)  acc5: 50.3906 (48.5497)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [32]  [ 110/1251]  eta: 0:09:30  lr: 2.985e-02  img/s: 5.43e+02  pen: 4.1e-02  loss: 4.4437 (4.6409)  acc1: 29.6875 (27.1502)  acc5: 51.9531 (48.9935)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [32]  [ 120/1251]  eta: 0:09:23  lr: 2.985e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.2152 (4.6466)  acc1: 29.6875 (26.9015)  acc5: 52.3438 (48.6893)  time: 0.4730  data: 0.0003  max mem: 42896
Epoch: [32]  [ 130/1251]  eta: 0:09:16  lr: 2.985e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.6024 (4.6576)  acc1: 27.7344 (26.6967)  acc5: 50.0000 (48.5240)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [32]  [ 140/1251]  eta: 0:09:09  lr: 2.985e-02  img/s: 5.43e+02  pen: 4.1e-02  loss: 4.2996 (4.6344)  acc1: 29.6875 (27.0307)  acc5: 55.4688 (48.9805)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [32]  [ 150/1251]  eta: 0:09:03  lr: 2.985e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.1399 (4.6171)  acc1: 33.2031 (27.2610)  acc5: 57.4219 (49.2964)  time: 0.4731  data: 0.0004  max mem: 42896
Epoch: [32]  [ 160/1251]  eta: 0:08:56  lr: 2.985e-02  img/s: 5.10e+02  pen: 3.6e-02  loss: 4.1399 (4.6087)  acc1: 30.8594 (27.3510)  acc5: 56.6406 (49.5293)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [32]  [ 170/1251]  eta: 0:08:50  lr: 2.985e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.5929 (4.6167)  acc1: 29.2969 (27.2752)  acc5: 51.9531 (49.4358)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [32]  [ 180/1251]  eta: 0:08:44  lr: 2.985e-02  img/s: 5.43e+02  pen: 4.4e-02  loss: 5.0264 (4.6432)  acc1: 23.4375 (26.9877)  acc5: 45.7031 (49.0461)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [32]  [ 190/1251]  eta: 0:08:39  lr: 2.985e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.0125 (4.6416)  acc1: 25.0000 (27.0533)  acc5: 46.8750 (49.1656)  time: 0.4730  data: 0.0003  max mem: 42896
Epoch: [32]  [ 200/1251]  eta: 0:08:33  lr: 2.985e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.2627 (4.6346)  acc1: 28.9062 (27.1261)  acc5: 54.6875 (49.1915)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [32]  [ 210/1251]  eta: 0:08:27  lr: 2.985e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.1581 (4.6256)  acc1: 30.4688 (27.2567)  acc5: 55.4688 (49.3428)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [32]  [ 220/1251]  eta: 0:08:22  lr: 2.985e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.2852 (4.6246)  acc1: 30.0781 (27.2165)  acc5: 55.8594 (49.3089)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [32]  [ 230/1251]  eta: 0:08:16  lr: 2.985e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.1743 (4.6164)  acc1: 29.2969 (27.2778)  acc5: 55.4688 (49.4200)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [32]  [ 240/1251]  eta: 0:08:11  lr: 2.985e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.5692 (4.6329)  acc1: 27.3438 (27.0860)  acc5: 47.6562 (49.1328)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [32]  [ 250/1251]  eta: 0:08:06  lr: 2.985e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.8641 (4.6346)  acc1: 24.2188 (27.0216)  acc5: 46.8750 (49.0071)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [32]  [ 260/1251]  eta: 0:08:01  lr: 2.985e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.0656 (4.6267)  acc1: 31.2500 (27.0863)  acc5: 55.4688 (49.0571)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [32]  [ 270/1251]  eta: 0:07:55  lr: 2.985e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.1429 (4.6290)  acc1: 31.2500 (27.0987)  acc5: 51.1719 (49.0126)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [32]  [ 280/1251]  eta: 0:07:50  lr: 2.985e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.4057 (4.6312)  acc1: 26.5625 (27.0629)  acc5: 50.7812 (48.9338)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [32]  [ 290/1251]  eta: 0:07:45  lr: 2.985e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.9218 (4.6422)  acc1: 25.3906 (26.8954)  acc5: 46.8750 (48.6644)  time: 0.4774  data: 0.0004  max mem: 42896
Epoch: [32]  [ 300/1251]  eta: 0:07:40  lr: 2.985e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.5432 (4.6339)  acc1: 29.2969 (26.9817)  acc5: 52.3438 (48.7801)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [32]  [ 310/1251]  eta: 0:07:35  lr: 2.985e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.5688 (4.6413)  acc1: 29.2969 (26.9971)  acc5: 51.1719 (48.7791)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [32]  [ 320/1251]  eta: 0:07:30  lr: 2.985e-02  img/s: 5.07e+02  pen: 4.5e-02  loss: 4.9675 (4.6428)  acc1: 25.3906 (27.0042)  acc5: 48.4375 (48.8269)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [32]  [ 330/1251]  eta: 0:07:25  lr: 2.985e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.0850 (4.6567)  acc1: 24.6094 (26.9000)  acc5: 45.3125 (48.6841)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [32]  [ 340/1251]  eta: 0:07:20  lr: 2.985e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 5.0850 (4.6534)  acc1: 25.0000 (26.9050)  acc5: 45.3125 (48.6655)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [32]  [ 350/1251]  eta: 0:07:15  lr: 2.985e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4060 (4.6549)  acc1: 31.2500 (26.9487)  acc5: 52.7344 (48.6834)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [32]  [ 360/1251]  eta: 0:07:10  lr: 2.985e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.1015 (4.6656)  acc1: 26.5625 (26.8352)  acc5: 46.0938 (48.5111)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [32]  [ 370/1251]  eta: 0:07:05  lr: 2.985e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 5.3022 (4.6723)  acc1: 19.5312 (26.6941)  acc5: 40.6250 (48.3438)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [32]  [ 380/1251]  eta: 0:07:00  lr: 2.985e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.1837 (4.6784)  acc1: 20.7031 (26.6332)  acc5: 44.1406 (48.2386)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [32]  [ 390/1251]  eta: 0:06:55  lr: 2.985e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.0868 (4.6822)  acc1: 22.2656 (26.5885)  acc5: 44.5312 (48.1857)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [32]  [ 400/1251]  eta: 0:06:50  lr: 2.985e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.0835 (4.6854)  acc1: 22.2656 (26.5343)  acc5: 44.5312 (48.1219)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [32]  [ 410/1251]  eta: 0:06:45  lr: 2.985e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.2346 (4.6918)  acc1: 21.8750 (26.4275)  acc5: 40.2344 (47.9518)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [32]  [ 420/1251]  eta: 0:06:40  lr: 2.985e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 5.2346 (4.6984)  acc1: 21.8750 (26.3593)  acc5: 41.0156 (47.8845)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [32]  [ 430/1251]  eta: 0:06:35  lr: 2.985e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.0875 (4.7010)  acc1: 23.4375 (26.3522)  acc5: 45.3125 (47.8212)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [32]  [ 440/1251]  eta: 0:06:30  lr: 2.985e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.1322 (4.7035)  acc1: 24.6094 (26.3313)  acc5: 45.7031 (47.7900)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [32]  [ 450/1251]  eta: 0:06:25  lr: 2.985e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.1322 (4.7049)  acc1: 24.6094 (26.3286)  acc5: 45.7031 (47.7983)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [32]  [ 460/1251]  eta: 0:06:20  lr: 2.985e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.4834 (4.6988)  acc1: 31.2500 (26.4329)  acc5: 53.5156 (47.9172)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [32]  [ 470/1251]  eta: 0:06:15  lr: 2.985e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.4834 (4.7033)  acc1: 31.6406 (26.3734)  acc5: 53.5156 (47.8163)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [32]  [ 480/1251]  eta: 0:06:10  lr: 2.985e-02  img/s: 5.07e+02  pen: 3.7e-02  loss: 5.2621 (4.7127)  acc1: 21.4844 (26.3156)  acc5: 40.2344 (47.7212)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [32]  [ 490/1251]  eta: 0:06:05  lr: 2.985e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.2187 (4.7143)  acc1: 21.4844 (26.3087)  acc5: 41.7969 (47.6976)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [32]  [ 500/1251]  eta: 0:06:00  lr: 2.985e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.6610 (4.7121)  acc1: 26.9531 (26.3676)  acc5: 50.7812 (47.7592)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [32]  [ 510/1251]  eta: 0:05:56  lr: 2.985e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 5.0603 (4.7196)  acc1: 26.1719 (26.3110)  acc5: 44.9219 (47.6670)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [32]  [ 520/1251]  eta: 0:05:51  lr: 2.985e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 5.1803 (4.7197)  acc1: 23.8281 (26.3256)  acc5: 42.1875 (47.6667)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [32]  [ 530/1251]  eta: 0:05:46  lr: 2.985e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 5.1216 (4.7258)  acc1: 22.6562 (26.2359)  acc5: 44.1406 (47.5547)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [32]  [ 540/1251]  eta: 0:05:41  lr: 2.985e-02  img/s: 5.41e+02  pen: 3.5e-02  loss: 4.7928 (4.7240)  acc1: 24.6094 (26.2636)  acc5: 48.4375 (47.6043)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [32]  [ 550/1251]  eta: 0:05:36  lr: 2.985e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.4878 (4.7238)  acc1: 27.7344 (26.2690)  acc5: 51.9531 (47.6066)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [32]  [ 560/1251]  eta: 0:05:31  lr: 2.985e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.5843 (4.7211)  acc1: 28.5156 (26.3153)  acc5: 51.9531 (47.6695)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [32]  [ 570/1251]  eta: 0:05:26  lr: 2.985e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.6107 (4.7209)  acc1: 28.5156 (26.3408)  acc5: 50.3906 (47.7014)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [32]  [ 580/1251]  eta: 0:05:22  lr: 2.985e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 4.4818 (4.7188)  acc1: 29.6875 (26.3568)  acc5: 54.2969 (47.7127)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [32]  [ 590/1251]  eta: 0:05:17  lr: 2.985e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.9910 (4.7264)  acc1: 23.4375 (26.2862)  acc5: 44.5312 (47.5802)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [32]  [ 600/1251]  eta: 0:05:12  lr: 2.985e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.9910 (4.7312)  acc1: 23.4375 (26.2421)  acc5: 44.5312 (47.5139)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [32]  [ 610/1251]  eta: 0:05:07  lr: 2.985e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.9632 (4.7328)  acc1: 27.3438 (26.2384)  acc5: 47.6562 (47.4900)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [32]  [ 620/1251]  eta: 0:05:02  lr: 2.985e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.9023 (4.7331)  acc1: 27.7344 (26.2455)  acc5: 50.3906 (47.4908)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [32]  [ 630/1251]  eta: 0:04:57  lr: 2.985e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.9023 (4.7366)  acc1: 24.6094 (26.1731)  acc5: 47.2656 (47.4062)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [32]  [ 640/1251]  eta: 0:04:52  lr: 2.985e-02  img/s: 4.97e+02  pen: 4.4e-02  loss: 5.1702 (4.7380)  acc1: 23.4375 (26.1469)  acc5: 41.4062 (47.3686)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [32]  [ 650/1251]  eta: 0:04:48  lr: 2.985e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.9860 (4.7380)  acc1: 25.0000 (26.1359)  acc5: 46.4844 (47.3862)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [32]  [ 660/1251]  eta: 0:04:43  lr: 2.985e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.0175 (4.7390)  acc1: 24.2188 (26.1346)  acc5: 46.8750 (47.3785)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [32]  [ 670/1251]  eta: 0:04:38  lr: 2.985e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 5.1281 (4.7419)  acc1: 24.2188 (26.1038)  acc5: 44.1406 (47.3396)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [32]  [ 680/1251]  eta: 0:04:33  lr: 2.985e-02  img/s: 5.39e+02  pen: 3.6e-02  loss: 5.0998 (4.7431)  acc1: 23.8281 (26.0985)  acc5: 44.1406 (47.3390)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [32]  [ 690/1251]  eta: 0:04:28  lr: 2.985e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.9991 (4.7409)  acc1: 24.2188 (26.1080)  acc5: 47.6562 (47.3617)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [32]  [ 700/1251]  eta: 0:04:24  lr: 2.985e-02  img/s: 5.37e+02  pen: 3.9e-02  loss: 5.0399 (4.7449)  acc1: 21.4844 (26.0404)  acc5: 39.8438 (47.2550)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [32]  [ 710/1251]  eta: 0:04:19  lr: 2.985e-02  img/s: 5.37e+02  pen: 4.1e-02  loss: 4.7976 (4.7431)  acc1: 26.9531 (26.0576)  acc5: 49.6094 (47.2794)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [32]  [ 720/1251]  eta: 0:04:14  lr: 2.985e-02  img/s: 5.39e+02  pen: 3.7e-02  loss: 4.9118 (4.7495)  acc1: 23.0469 (25.9915)  acc5: 47.2656 (47.1589)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [32]  [ 730/1251]  eta: 0:04:09  lr: 2.985e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.3561 (4.7498)  acc1: 19.1406 (25.9752)  acc5: 37.8906 (47.1481)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [32]  [ 740/1251]  eta: 0:04:04  lr: 2.985e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.8761 (4.7505)  acc1: 25.7812 (25.9557)  acc5: 46.8750 (47.1180)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [32]  [ 750/1251]  eta: 0:03:59  lr: 2.985e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.6255 (4.7505)  acc1: 26.1719 (25.9763)  acc5: 49.6094 (47.1684)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [32]  [ 760/1251]  eta: 0:03:55  lr: 2.985e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3654 (4.7468)  acc1: 31.2500 (26.0235)  acc5: 54.6875 (47.2477)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [32]  [ 770/1251]  eta: 0:03:50  lr: 2.985e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.1323 (4.7422)  acc1: 31.2500 (26.0700)  acc5: 55.0781 (47.3183)  time: 0.4772  data: 0.0004  max mem: 42896
Epoch: [32]  [ 780/1251]  eta: 0:03:45  lr: 2.985e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.0532 (4.7404)  acc1: 31.2500 (26.0858)  acc5: 55.0781 (47.3311)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [32]  [ 790/1251]  eta: 0:03:40  lr: 2.985e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.4739 (4.7408)  acc1: 23.8281 (26.0711)  acc5: 48.4375 (47.3209)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [32]  [ 800/1251]  eta: 0:03:35  lr: 2.985e-02  img/s: 4.98e+02  pen: 3.8e-02  loss: 4.7540 (4.7431)  acc1: 22.2656 (26.0685)  acc5: 41.4062 (47.2920)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [32]  [ 810/1251]  eta: 0:03:31  lr: 2.985e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.5953 (4.7410)  acc1: 30.0781 (26.1040)  acc5: 50.3906 (47.3499)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [32]  [ 820/1251]  eta: 0:03:26  lr: 2.985e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.5953 (4.7416)  acc1: 27.7344 (26.1076)  acc5: 51.1719 (47.3636)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [32]  [ 830/1251]  eta: 0:03:21  lr: 2.985e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.7549 (4.7421)  acc1: 27.3438 (26.1225)  acc5: 47.6562 (47.3700)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [32]  [ 840/1251]  eta: 0:03:16  lr: 2.985e-02  img/s: 5.37e+02  pen: 4.0e-02  loss: 4.6545 (4.7403)  acc1: 30.0781 (26.1477)  acc5: 52.7344 (47.4050)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [32]  [ 850/1251]  eta: 0:03:11  lr: 2.985e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.9061 (4.7450)  acc1: 23.8281 (26.0860)  acc5: 43.7500 (47.3395)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [32]  [ 860/1251]  eta: 0:03:07  lr: 2.985e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.1343 (4.7443)  acc1: 22.6562 (26.1006)  acc5: 42.1875 (47.3491)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [32]  [ 870/1251]  eta: 0:03:02  lr: 2.985e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.7277 (4.7447)  acc1: 27.7344 (26.0763)  acc5: 47.2656 (47.3365)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [32]  [ 880/1251]  eta: 0:02:57  lr: 2.985e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.6624 (4.7444)  acc1: 27.7344 (26.0810)  acc5: 46.8750 (47.3348)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [32]  [ 890/1251]  eta: 0:02:52  lr: 2.985e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.5999 (4.7437)  acc1: 28.9062 (26.0930)  acc5: 50.7812 (47.3537)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [32]  [ 900/1251]  eta: 0:02:47  lr: 2.985e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.6486 (4.7439)  acc1: 25.3906 (26.0934)  acc5: 50.7812 (47.3627)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [32]  [ 910/1251]  eta: 0:02:43  lr: 2.985e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.0851 (4.7443)  acc1: 22.6562 (26.0694)  acc5: 50.0000 (47.3338)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [32]  [ 920/1251]  eta: 0:02:38  lr: 2.985e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.0908 (4.7469)  acc1: 24.6094 (26.0417)  acc5: 44.1406 (47.2826)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [32]  [ 930/1251]  eta: 0:02:33  lr: 2.985e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.7787 (4.7451)  acc1: 29.6875 (26.0586)  acc5: 47.6562 (47.2950)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [32]  [ 940/1251]  eta: 0:02:28  lr: 2.985e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.2653 (4.7430)  acc1: 30.4688 (26.0876)  acc5: 54.6875 (47.3121)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [32]  [ 950/1251]  eta: 0:02:23  lr: 2.985e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.8667 (4.7470)  acc1: 23.4375 (26.0408)  acc5: 48.4375 (47.2447)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [32]  [ 960/1251]  eta: 0:02:19  lr: 2.985e-02  img/s: 5.10e+02  pen: 4.1e-02  loss: 5.3344 (4.7444)  acc1: 20.3125 (26.0617)  acc5: 38.6719 (47.2616)  time: 0.4751  data: 0.0002  max mem: 42896
Epoch: [32]  [ 970/1251]  eta: 0:02:14  lr: 2.985e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.3969 (4.7437)  acc1: 32.4219 (26.0914)  acc5: 53.9062 (47.2853)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [32]  [ 980/1251]  eta: 0:02:09  lr: 2.985e-02  img/s: 5.38e+02  pen: 3.8e-02  loss: 4.5822 (4.7432)  acc1: 30.0781 (26.1114)  acc5: 51.9531 (47.3046)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [32]  [ 990/1251]  eta: 0:02:04  lr: 2.985e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.5822 (4.7426)  acc1: 26.5625 (26.1029)  acc5: 50.3906 (47.2964)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [32]  [1000/1251]  eta: 0:01:59  lr: 2.985e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.7495 (4.7440)  acc1: 26.5625 (26.0977)  acc5: 50.3906 (47.2875)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [32]  [1010/1251]  eta: 0:01:55  lr: 2.985e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.6600 (4.7415)  acc1: 26.9531 (26.1325)  acc5: 51.5625 (47.3228)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [32]  [1020/1251]  eta: 0:01:50  lr: 2.985e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.3504 (4.7436)  acc1: 32.4219 (26.1198)  acc5: 54.6875 (47.2882)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [32]  [1030/1251]  eta: 0:01:45  lr: 2.985e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.7334 (4.7429)  acc1: 26.1719 (26.1302)  acc5: 48.8281 (47.3054)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [32]  [1040/1251]  eta: 0:01:40  lr: 2.985e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.4833 (4.7403)  acc1: 30.8594 (26.1629)  acc5: 54.6875 (47.3624)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [32]  [1050/1251]  eta: 0:01:36  lr: 2.985e-02  img/s: 5.40e+02  pen: 3.4e-02  loss: 4.3106 (4.7394)  acc1: 30.8594 (26.1782)  acc5: 53.9062 (47.3823)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [32]  [1060/1251]  eta: 0:01:31  lr: 2.985e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.8297 (4.7395)  acc1: 27.7344 (26.1870)  acc5: 50.3906 (47.3823)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [32]  [1070/1251]  eta: 0:01:26  lr: 2.985e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.8494 (4.7389)  acc1: 27.3438 (26.1879)  acc5: 49.6094 (47.3984)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [32]  [1080/1251]  eta: 0:01:21  lr: 2.985e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.9591 (4.7412)  acc1: 24.2188 (26.1451)  acc5: 48.8281 (47.3336)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [32]  [1090/1251]  eta: 0:01:16  lr: 2.985e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 5.0522 (4.7405)  acc1: 25.0000 (26.1593)  acc5: 41.7969 (47.3433)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [32]  [1100/1251]  eta: 0:01:12  lr: 2.985e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.8809 (4.7437)  acc1: 25.0000 (26.1353)  acc5: 45.3125 (47.3139)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [32]  [1110/1251]  eta: 0:01:07  lr: 2.985e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.6959 (4.7401)  acc1: 28.1250 (26.1673)  acc5: 50.0000 (47.3623)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [32]  [1120/1251]  eta: 0:01:02  lr: 2.985e-02  img/s: 5.07e+02  pen: 4.3e-02  loss: 4.3888 (4.7387)  acc1: 30.8594 (26.1900)  acc5: 54.6875 (47.3799)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [32]  [1130/1251]  eta: 0:00:57  lr: 2.985e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.7522 (4.7419)  acc1: 24.2188 (26.1594)  acc5: 44.5312 (47.3330)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [32]  [1140/1251]  eta: 0:00:53  lr: 2.985e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.2332 (4.7441)  acc1: 23.0469 (26.1394)  acc5: 42.1875 (47.3067)  time: 0.4742  data: 0.0002  max mem: 42896
Epoch: [32]  [1150/1251]  eta: 0:00:48  lr: 2.985e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.9228 (4.7437)  acc1: 24.2188 (26.1471)  acc5: 48.8281 (47.3209)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [32]  [1160/1251]  eta: 0:00:43  lr: 2.985e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.6936 (4.7433)  acc1: 28.5156 (26.1480)  acc5: 49.6094 (47.3198)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [32]  [1170/1251]  eta: 0:00:38  lr: 2.985e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.0212 (4.7433)  acc1: 25.3906 (26.1479)  acc5: 45.7031 (47.3173)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [32]  [1180/1251]  eta: 0:00:33  lr: 2.985e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.0949 (4.7455)  acc1: 24.2188 (26.1219)  acc5: 45.3125 (47.2861)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [32]  [1190/1251]  eta: 0:00:29  lr: 2.985e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.9386 (4.7450)  acc1: 23.0469 (26.1283)  acc5: 45.3125 (47.2988)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [32]  [1200/1251]  eta: 0:00:24  lr: 2.985e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.7511 (4.7447)  acc1: 29.2969 (26.1328)  acc5: 48.0469 (47.3076)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [32]  [1210/1251]  eta: 0:00:19  lr: 2.985e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.2514 (4.7481)  acc1: 19.9219 (26.0925)  acc5: 37.8906 (47.2498)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [32]  [1220/1251]  eta: 0:00:14  lr: 2.985e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.8307 (4.7458)  acc1: 25.3906 (26.1089)  acc5: 48.4375 (47.2829)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [32]  [1230/1251]  eta: 0:00:10  lr: 2.985e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.5877 (4.7463)  acc1: 28.5156 (26.1014)  acc5: 52.3438 (47.2767)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [32]  [1240/1251]  eta: 0:00:05  lr: 2.985e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.8481 (4.7464)  acc1: 26.9531 (26.1036)  acc5: 48.8281 (47.2641)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [32]  [1250/1251]  eta: 0:00:00  lr: 2.985e-02  img/s: 5.42e+02  pen: 3.5e-02  loss: 4.8348 (4.7457)  acc1: 26.9531 (26.1104)  acc5: 48.8281 (47.2666)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [32] Total time: 0:09:57
Test:   [ 0/49]  eta: 0:02:52  loss: 3.2846 (3.2846)  acc1: 54.6875 (54.6875)  acc5: 80.8594 (80.8594)  time: 3.5168  data: 3.2650  max mem: 42896
Test:  Total time: 0:00:17
Test:  Acc@1 37.088 Acc@5 63.008 Loss: 3.863
Test: EMA  [ 0/49]  eta: 0:02:34  loss: nan (nan)  acc1: 3.5156 (3.5156)  acc5: 13.2812 (13.2812)  time: 3.1470  data: 2.8936  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 0.752 Acc@5 2.252 Loss: nan
Epoch: [33]  [   0/1251]  eta: 1:14:21  lr: 2.984e-02  img/s: 4.88e+02  pen: 3.9e-02  loss: 5.2913 (5.2913)  acc1: 21.0938 (21.0938)  acc5: 41.4062 (41.4062)  time: 3.5664  data: 3.0414  max mem: 42896
Epoch: [33]  [  10/1251]  eta: 0:15:36  lr: 2.984e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.3294 (4.5002)  acc1: 29.6875 (29.5455)  acc5: 50.3906 (50.6392)  time: 0.7550  data: 0.2768  max mem: 42896
Epoch: [33]  [  20/1251]  eta: 0:12:44  lr: 2.984e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.0868 (4.4513)  acc1: 29.6875 (29.7619)  acc5: 53.1250 (51.2649)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [33]  [  30/1251]  eta: 0:11:40  lr: 2.984e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.5741 (4.5837)  acc1: 27.7344 (27.9360)  acc5: 50.7812 (49.4330)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [33]  [  40/1251]  eta: 0:11:06  lr: 2.984e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.7124 (4.5552)  acc1: 29.6875 (28.2107)  acc5: 49.6094 (49.6856)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [33]  [  50/1251]  eta: 0:10:42  lr: 2.984e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.0002 (4.5213)  acc1: 31.2500 (28.4620)  acc5: 53.9062 (50.2374)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [33]  [  60/1251]  eta: 0:10:25  lr: 2.984e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.5109 (4.5876)  acc1: 24.6094 (27.9841)  acc5: 49.2188 (49.2956)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [33]  [  70/1251]  eta: 0:10:12  lr: 2.984e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.1006 (4.5864)  acc1: 24.6094 (28.0205)  acc5: 43.7500 (49.4003)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [33]  [  80/1251]  eta: 0:10:00  lr: 2.984e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3466 (4.5851)  acc1: 29.6875 (28.1009)  acc5: 51.5625 (49.5419)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [33]  [  90/1251]  eta: 0:09:50  lr: 2.984e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.8603 (4.6242)  acc1: 25.7812 (27.5498)  acc5: 49.6094 (48.9440)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [33]  [ 100/1251]  eta: 0:09:42  lr: 2.984e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 5.1490 (4.6511)  acc1: 23.0469 (27.3360)  acc5: 42.9688 (48.6425)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [33]  [ 110/1251]  eta: 0:09:33  lr: 2.984e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.7090 (4.6560)  acc1: 29.2969 (27.3297)  acc5: 50.0000 (48.6698)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [33]  [ 120/1251]  eta: 0:09:26  lr: 2.984e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.6736 (4.6478)  acc1: 30.8594 (27.4923)  acc5: 53.5156 (48.8088)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [33]  [ 130/1251]  eta: 0:09:19  lr: 2.984e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.9892 (4.6744)  acc1: 25.7812 (27.1291)  acc5: 46.8750 (48.3123)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [33]  [ 140/1251]  eta: 0:09:12  lr: 2.984e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.9487 (4.6570)  acc1: 25.7812 (27.3438)  acc5: 47.6562 (48.6259)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [33]  [ 150/1251]  eta: 0:09:05  lr: 2.984e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.5489 (4.6744)  acc1: 23.8281 (27.1471)  acc5: 47.6562 (48.2305)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [33]  [ 160/1251]  eta: 0:08:59  lr: 2.984e-02  img/s: 4.93e+02  pen: 3.8e-02  loss: 4.8462 (4.6612)  acc1: 23.8281 (27.2491)  acc5: 47.6562 (48.3720)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [33]  [ 170/1251]  eta: 0:08:53  lr: 2.984e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0029 (4.6398)  acc1: 31.2500 (27.4968)  acc5: 55.4688 (48.6682)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [33]  [ 180/1251]  eta: 0:08:46  lr: 2.984e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.6940 (4.6497)  acc1: 29.2969 (27.4085)  acc5: 50.7812 (48.5778)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [33]  [ 190/1251]  eta: 0:08:41  lr: 2.984e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.9080 (4.6589)  acc1: 26.5625 (27.2742)  acc5: 49.6094 (48.4130)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [33]  [ 200/1251]  eta: 0:08:35  lr: 2.984e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.3663 (4.6474)  acc1: 29.6875 (27.4604)  acc5: 50.3906 (48.6590)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [33]  [ 210/1251]  eta: 0:08:29  lr: 2.984e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.0962 (4.6382)  acc1: 30.4688 (27.5604)  acc5: 54.6875 (48.8096)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [33]  [ 220/1251]  eta: 0:08:24  lr: 2.984e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.4502 (4.6485)  acc1: 28.1250 (27.5081)  acc5: 48.0469 (48.7769)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [33]  [ 230/1251]  eta: 0:08:18  lr: 2.984e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.7384 (4.6388)  acc1: 28.5156 (27.6312)  acc5: 50.7812 (48.9803)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [33]  [ 240/1251]  eta: 0:08:13  lr: 2.984e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.7384 (4.6443)  acc1: 28.5156 (27.4815)  acc5: 51.5625 (48.8492)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [33]  [ 250/1251]  eta: 0:08:07  lr: 2.984e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.6488 (4.6436)  acc1: 27.7344 (27.4340)  acc5: 50.7812 (48.8328)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [33]  [ 260/1251]  eta: 0:08:02  lr: 2.984e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 4.2380 (4.6305)  acc1: 31.6406 (27.5877)  acc5: 54.6875 (49.0047)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [33]  [ 270/1251]  eta: 0:07:57  lr: 2.984e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.1284 (4.6290)  acc1: 32.0312 (27.5571)  acc5: 55.4688 (48.9809)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [33]  [ 280/1251]  eta: 0:07:51  lr: 2.984e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.5465 (4.6374)  acc1: 28.9062 (27.4994)  acc5: 48.0469 (48.8559)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [33]  [ 290/1251]  eta: 0:07:46  lr: 2.984e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.3739 (4.6355)  acc1: 28.9062 (27.5062)  acc5: 49.6094 (48.8684)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [33]  [ 300/1251]  eta: 0:07:41  lr: 2.984e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.3739 (4.6389)  acc1: 30.4688 (27.5241)  acc5: 50.7812 (48.8671)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [33]  [ 310/1251]  eta: 0:07:36  lr: 2.984e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.5871 (4.6393)  acc1: 28.5156 (27.5058)  acc5: 50.0000 (48.9098)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [33]  [ 320/1251]  eta: 0:07:31  lr: 2.984e-02  img/s: 5.10e+02  pen: 3.8e-02  loss: 4.4894 (4.6412)  acc1: 28.9062 (27.4934)  acc5: 48.4375 (48.9364)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [33]  [ 330/1251]  eta: 0:07:26  lr: 2.984e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.4665 (4.6398)  acc1: 29.2969 (27.4665)  acc5: 48.8281 (48.8883)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [33]  [ 340/1251]  eta: 0:07:21  lr: 2.984e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.8710 (4.6455)  acc1: 26.1719 (27.3930)  acc5: 47.6562 (48.7915)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [33]  [ 350/1251]  eta: 0:07:15  lr: 2.984e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.8256 (4.6462)  acc1: 26.1719 (27.4239)  acc5: 50.3906 (48.8192)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [33]  [ 360/1251]  eta: 0:07:10  lr: 2.984e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.8648 (4.6544)  acc1: 28.1250 (27.3254)  acc5: 51.1719 (48.6929)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [33]  [ 370/1251]  eta: 0:07:05  lr: 2.984e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.9475 (4.6560)  acc1: 26.1719 (27.3332)  acc5: 47.2656 (48.6870)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [33]  [ 380/1251]  eta: 0:07:00  lr: 2.984e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.1541 (4.6483)  acc1: 28.9062 (27.3868)  acc5: 51.5625 (48.7953)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [33]  [ 390/1251]  eta: 0:06:55  lr: 2.984e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.5411 (4.6545)  acc1: 27.7344 (27.3068)  acc5: 52.3438 (48.7052)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [33]  [ 400/1251]  eta: 0:06:50  lr: 2.984e-02  img/s: 5.37e+02  pen: 4.1e-02  loss: 5.0910 (4.6598)  acc1: 22.6562 (27.2376)  acc5: 42.5781 (48.6002)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [33]  [ 410/1251]  eta: 0:06:45  lr: 2.984e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.7920 (4.6596)  acc1: 27.7344 (27.2145)  acc5: 50.3906 (48.6067)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [33]  [ 420/1251]  eta: 0:06:40  lr: 2.984e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 4.6331 (4.6564)  acc1: 29.2969 (27.2779)  acc5: 53.1250 (48.6982)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [33]  [ 430/1251]  eta: 0:06:35  lr: 2.984e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.6363 (4.6603)  acc1: 28.9062 (27.3002)  acc5: 53.1250 (48.6867)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [33]  [ 440/1251]  eta: 0:06:30  lr: 2.984e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.4989 (4.6604)  acc1: 31.2500 (27.3234)  acc5: 52.7344 (48.7121)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [33]  [ 450/1251]  eta: 0:06:26  lr: 2.984e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.3994 (4.6563)  acc1: 31.2500 (27.3403)  acc5: 53.9062 (48.7580)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [33]  [ 460/1251]  eta: 0:06:21  lr: 2.984e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.2561 (4.6542)  acc1: 30.0781 (27.3776)  acc5: 53.9062 (48.8078)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [33]  [ 470/1251]  eta: 0:06:16  lr: 2.984e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.1817 (4.6505)  acc1: 29.6875 (27.3977)  acc5: 54.6875 (48.8489)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [33]  [ 480/1251]  eta: 0:06:11  lr: 2.984e-02  img/s: 5.00e+02  pen: 4.1e-02  loss: 4.1931 (4.6490)  acc1: 28.5156 (27.3876)  acc5: 51.9531 (48.8517)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [33]  [ 490/1251]  eta: 0:06:06  lr: 2.984e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0649 (4.6404)  acc1: 31.6406 (27.4877)  acc5: 53.9062 (49.0087)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [33]  [ 500/1251]  eta: 0:06:01  lr: 2.984e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.0649 (4.6416)  acc1: 29.6875 (27.4397)  acc5: 53.1250 (48.9926)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [33]  [ 510/1251]  eta: 0:05:56  lr: 2.984e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 5.0614 (4.6441)  acc1: 23.4375 (27.4225)  acc5: 46.0938 (48.9581)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [33]  [ 520/1251]  eta: 0:05:51  lr: 2.984e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.3773 (4.6414)  acc1: 30.0781 (27.4442)  acc5: 53.1250 (49.0021)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [33]  [ 530/1251]  eta: 0:05:46  lr: 2.984e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.3773 (4.6397)  acc1: 29.6875 (27.4585)  acc5: 50.7812 (49.0267)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [33]  [ 540/1251]  eta: 0:05:41  lr: 2.984e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.6856 (4.6435)  acc1: 29.2969 (27.4087)  acc5: 50.7812 (48.9899)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [33]  [ 550/1251]  eta: 0:05:36  lr: 2.984e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.5022 (4.6401)  acc1: 30.0781 (27.4593)  acc5: 54.2969 (49.0592)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [33]  [ 560/1251]  eta: 0:05:32  lr: 2.984e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.5022 (4.6466)  acc1: 29.6875 (27.4127)  acc5: 54.2969 (49.0078)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [33]  [ 570/1251]  eta: 0:05:27  lr: 2.984e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.7572 (4.6497)  acc1: 27.7344 (27.4231)  acc5: 49.6094 (49.0046)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [33]  [ 580/1251]  eta: 0:05:22  lr: 2.984e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.7572 (4.6498)  acc1: 28.9062 (27.4238)  acc5: 50.3906 (49.0063)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [33]  [ 590/1251]  eta: 0:05:17  lr: 2.984e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.8154 (4.6527)  acc1: 28.5156 (27.4065)  acc5: 49.2188 (48.9742)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [33]  [ 600/1251]  eta: 0:05:12  lr: 2.984e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3033 (4.6466)  acc1: 28.5156 (27.4282)  acc5: 52.3438 (49.0069)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [33]  [ 610/1251]  eta: 0:05:07  lr: 2.984e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.0589 (4.6420)  acc1: 31.6406 (27.4812)  acc5: 54.2969 (49.0589)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [33]  [ 620/1251]  eta: 0:05:02  lr: 2.984e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.1444 (4.6457)  acc1: 31.2500 (27.4293)  acc5: 53.1250 (48.9961)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [33]  [ 630/1251]  eta: 0:04:58  lr: 2.984e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.1151 (4.6418)  acc1: 31.6406 (27.4725)  acc5: 53.1250 (49.0454)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [33]  [ 640/1251]  eta: 0:04:53  lr: 2.984e-02  img/s: 5.08e+02  pen: 4.5e-02  loss: 4.6531 (4.6466)  acc1: 27.7344 (27.4498)  acc5: 53.9062 (49.0378)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [33]  [ 650/1251]  eta: 0:04:48  lr: 2.984e-02  img/s: 5.37e+02  pen: 4.3e-02  loss: 4.6799 (4.6451)  acc1: 26.9531 (27.4638)  acc5: 51.5625 (49.0459)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [33]  [ 660/1251]  eta: 0:04:43  lr: 2.984e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.5831 (4.6482)  acc1: 27.3438 (27.4052)  acc5: 51.5625 (48.9688)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [33]  [ 670/1251]  eta: 0:04:38  lr: 2.984e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.1434 (4.6461)  acc1: 25.3906 (27.4159)  acc5: 46.0938 (48.9725)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [33]  [ 680/1251]  eta: 0:04:33  lr: 2.984e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0788 (4.6394)  acc1: 30.4688 (27.4728)  acc5: 55.8594 (49.0725)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [33]  [ 690/1251]  eta: 0:04:29  lr: 2.984e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.3711 (4.6398)  acc1: 29.6875 (27.4755)  acc5: 54.6875 (49.0701)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [33]  [ 700/1251]  eta: 0:04:24  lr: 2.984e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.6384 (4.6393)  acc1: 28.1250 (27.4903)  acc5: 50.7812 (49.0811)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [33]  [ 710/1251]  eta: 0:04:19  lr: 2.984e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.3138 (4.6337)  acc1: 31.2500 (27.5388)  acc5: 56.2500 (49.1688)  time: 0.4770  data: 0.0003  max mem: 42896
Epoch: [33]  [ 720/1251]  eta: 0:04:14  lr: 2.984e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.4767 (4.6396)  acc1: 27.7344 (27.4754)  acc5: 54.6875 (49.0860)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [33]  [ 730/1251]  eta: 0:04:09  lr: 2.984e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.0568 (4.6419)  acc1: 25.3906 (27.4474)  acc5: 44.9219 (49.0611)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [33]  [ 740/1251]  eta: 0:04:04  lr: 2.984e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.6128 (4.6411)  acc1: 28.9062 (27.4349)  acc5: 53.5156 (49.0464)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [33]  [ 750/1251]  eta: 0:04:00  lr: 2.984e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.6421 (4.6422)  acc1: 28.9062 (27.4577)  acc5: 51.9531 (49.0731)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [33]  [ 760/1251]  eta: 0:03:55  lr: 2.984e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.9297 (4.6468)  acc1: 26.5625 (27.4202)  acc5: 49.6094 (49.0160)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [33]  [ 770/1251]  eta: 0:03:50  lr: 2.984e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.6238 (4.6420)  acc1: 29.2969 (27.4456)  acc5: 51.9531 (49.0455)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [33]  [ 780/1251]  eta: 0:03:45  lr: 2.984e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.2551 (4.6419)  acc1: 31.6406 (27.4638)  acc5: 55.8594 (49.0712)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [33]  [ 790/1251]  eta: 0:03:40  lr: 2.984e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.8512 (4.6438)  acc1: 26.9531 (27.4396)  acc5: 48.0469 (49.0434)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [33]  [ 800/1251]  eta: 0:03:36  lr: 2.984e-02  img/s: 5.10e+02  pen: 3.8e-02  loss: 4.6800 (4.6432)  acc1: 27.3438 (27.4545)  acc5: 52.3438 (49.0705)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [33]  [ 810/1251]  eta: 0:03:31  lr: 2.984e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.3912 (4.6431)  acc1: 30.0781 (27.4589)  acc5: 55.0781 (49.1070)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [33]  [ 820/1251]  eta: 0:03:26  lr: 2.984e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.5652 (4.6438)  acc1: 29.6875 (27.4479)  acc5: 53.5156 (49.0846)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [33]  [ 830/1251]  eta: 0:03:21  lr: 2.984e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.7353 (4.6465)  acc1: 26.1719 (27.4053)  acc5: 51.1719 (49.0373)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [33]  [ 840/1251]  eta: 0:03:16  lr: 2.984e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.8367 (4.6469)  acc1: 26.1719 (27.3865)  acc5: 49.6094 (49.0056)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [33]  [ 850/1251]  eta: 0:03:11  lr: 2.984e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.4232 (4.6442)  acc1: 32.0312 (27.4383)  acc5: 54.2969 (49.0742)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [33]  [ 860/1251]  eta: 0:03:07  lr: 2.984e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.6189 (4.6488)  acc1: 28.5156 (27.3773)  acc5: 50.0000 (48.9969)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [33]  [ 870/1251]  eta: 0:03:02  lr: 2.984e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.9360 (4.6480)  acc1: 24.6094 (27.3877)  acc5: 46.8750 (49.0053)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [33]  [ 880/1251]  eta: 0:02:57  lr: 2.984e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.8947 (4.6504)  acc1: 28.9062 (27.3704)  acc5: 47.6562 (48.9767)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [33]  [ 890/1251]  eta: 0:02:52  lr: 2.984e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 5.0067 (4.6510)  acc1: 26.1719 (27.3771)  acc5: 47.6562 (48.9899)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [33]  [ 900/1251]  eta: 0:02:47  lr: 2.984e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.1110 (4.6566)  acc1: 26.1719 (27.3143)  acc5: 46.4844 (48.8997)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [33]  [ 910/1251]  eta: 0:02:43  lr: 2.984e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.9874 (4.6565)  acc1: 25.0000 (27.3142)  acc5: 46.4844 (48.9027)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [33]  [ 920/1251]  eta: 0:02:38  lr: 2.984e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.9591 (4.6594)  acc1: 26.9531 (27.2767)  acc5: 49.2188 (48.8515)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [33]  [ 930/1251]  eta: 0:02:33  lr: 2.984e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6346 (4.6574)  acc1: 26.9531 (27.2980)  acc5: 49.6094 (48.8802)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [33]  [ 940/1251]  eta: 0:02:28  lr: 2.984e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.6646 (4.6566)  acc1: 30.4688 (27.3367)  acc5: 52.3438 (48.9174)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [33]  [ 950/1251]  eta: 0:02:23  lr: 2.984e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.6640 (4.6547)  acc1: 30.4688 (27.3569)  acc5: 52.3438 (48.9530)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [33]  [ 960/1251]  eta: 0:02:19  lr: 2.984e-02  img/s: 5.09e+02  pen: 4.0e-02  loss: 4.3043 (4.6537)  acc1: 30.4688 (27.3771)  acc5: 53.1250 (48.9627)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [33]  [ 970/1251]  eta: 0:02:14  lr: 2.984e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.5645 (4.6552)  acc1: 28.1250 (27.3458)  acc5: 50.3906 (48.9263)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [33]  [ 980/1251]  eta: 0:02:09  lr: 2.984e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.9868 (4.6595)  acc1: 25.0000 (27.2952)  acc5: 46.8750 (48.8496)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [33]  [ 990/1251]  eta: 0:02:04  lr: 2.984e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.2003 (4.6620)  acc1: 21.4844 (27.2535)  acc5: 40.6250 (48.7911)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [33]  [1000/1251]  eta: 0:02:00  lr: 2.984e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.9498 (4.6628)  acc1: 26.1719 (27.2446)  acc5: 46.0938 (48.7852)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [33]  [1010/1251]  eta: 0:01:55  lr: 2.984e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.5395 (4.6619)  acc1: 28.1250 (27.2626)  acc5: 50.0000 (48.8142)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [33]  [1020/1251]  eta: 0:01:50  lr: 2.984e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 5.0333 (4.6651)  acc1: 23.4375 (27.1942)  acc5: 44.9219 (48.7283)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [33]  [1030/1251]  eta: 0:01:45  lr: 2.984e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 5.3800 (4.6686)  acc1: 16.4062 (27.1524)  acc5: 35.5469 (48.6739)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [33]  [1040/1251]  eta: 0:01:40  lr: 2.984e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 5.3476 (4.6721)  acc1: 17.9688 (27.1032)  acc5: 37.5000 (48.6056)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [33]  [1050/1251]  eta: 0:01:36  lr: 2.984e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.1650 (4.6740)  acc1: 22.2656 (27.0869)  acc5: 40.2344 (48.5739)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [33]  [1060/1251]  eta: 0:01:31  lr: 2.984e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.7503 (4.6726)  acc1: 28.1250 (27.1008)  acc5: 48.4375 (48.6006)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [33]  [1070/1251]  eta: 0:01:26  lr: 2.984e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.0160 (4.6782)  acc1: 25.0000 (27.0356)  acc5: 44.1406 (48.5137)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [33]  [1080/1251]  eta: 0:01:21  lr: 2.984e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.1814 (4.6802)  acc1: 22.2656 (27.0131)  acc5: 44.1406 (48.4978)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [33]  [1090/1251]  eta: 0:01:16  lr: 2.984e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.8576 (4.6797)  acc1: 28.5156 (27.0344)  acc5: 51.1719 (48.5166)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [33]  [1100/1251]  eta: 0:01:12  lr: 2.984e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2465 (4.6772)  acc1: 32.0312 (27.0681)  acc5: 53.5156 (48.5556)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [33]  [1110/1251]  eta: 0:01:07  lr: 2.984e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.0314 (4.6744)  acc1: 32.8125 (27.0850)  acc5: 55.4688 (48.5904)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [33]  [1120/1251]  eta: 0:01:02  lr: 2.984e-02  img/s: 5.06e+02  pen: 4.4e-02  loss: 4.5875 (4.6757)  acc1: 28.1250 (27.0723)  acc5: 53.9062 (48.5692)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [33]  [1130/1251]  eta: 0:00:57  lr: 2.984e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.1130 (4.6732)  acc1: 28.1250 (27.0844)  acc5: 51.5625 (48.5860)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [33]  [1140/1251]  eta: 0:00:53  lr: 2.984e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.1130 (4.6758)  acc1: 28.1250 (27.0476)  acc5: 51.5625 (48.5395)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [33]  [1150/1251]  eta: 0:00:48  lr: 2.984e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.9884 (4.6761)  acc1: 26.1719 (27.0356)  acc5: 48.8281 (48.5400)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [33]  [1160/1251]  eta: 0:00:43  lr: 2.984e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.2509 (4.6729)  acc1: 29.2969 (27.0594)  acc5: 53.5156 (48.5818)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [33]  [1170/1251]  eta: 0:00:38  lr: 2.984e-02  img/s: 5.38e+02  pen: 4.7e-02  loss: 4.1869 (4.6722)  acc1: 31.6406 (27.0715)  acc5: 53.1250 (48.5899)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [33]  [1180/1251]  eta: 0:00:33  lr: 2.984e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.7887 (4.6730)  acc1: 28.5156 (27.0699)  acc5: 51.1719 (48.5906)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [33]  [1190/1251]  eta: 0:00:29  lr: 2.984e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.4414 (4.6714)  acc1: 27.7344 (27.0761)  acc5: 53.1250 (48.6048)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [33]  [1200/1251]  eta: 0:00:24  lr: 2.984e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.0596 (4.6695)  acc1: 29.2969 (27.0907)  acc5: 54.6875 (48.6353)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [33]  [1210/1251]  eta: 0:00:19  lr: 2.984e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.4037 (4.6703)  acc1: 27.7344 (27.0576)  acc5: 52.7344 (48.5878)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [33]  [1220/1251]  eta: 0:00:14  lr: 2.984e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.4037 (4.6686)  acc1: 27.7344 (27.0565)  acc5: 51.9531 (48.5975)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [33]  [1230/1251]  eta: 0:00:10  lr: 2.984e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.6222 (4.6697)  acc1: 26.5625 (27.0334)  acc5: 51.9531 (48.5695)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [33]  [1240/1251]  eta: 0:00:05  lr: 2.984e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.8467 (4.6714)  acc1: 26.5625 (27.0252)  acc5: 49.2188 (48.5395)  time: 0.4745  data: 0.0005  max mem: 42896
Epoch: [33]  [1250/1251]  eta: 0:00:00  lr: 2.984e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.9211 (4.6733)  acc1: 26.1719 (26.9972)  acc5: 48.8281 (48.5074)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [33] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:44  loss: 3.0953 (3.0953)  acc1: 59.3750 (59.3750)  acc5: 85.5469 (85.5469)  time: 3.3531  data: 3.1067  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 39.114 Acc@5 65.730 Loss: 3.830
Test: EMA  [ 0/49]  eta: 0:02:14  loss: nan (nan)  acc1: 4.2969 (4.2969)  acc5: 16.7969 (16.7969)  time: 2.7457  data: 2.5017  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 0.660 Acc@5 1.902 Loss: nan
Epoch: [34]  [   0/1251]  eta: 1:31:15  lr: 2.982e-02  img/s: 5.12e+02  pen: 4.3e-02  loss: 4.1998 (4.1998)  acc1: 32.8125 (32.8125)  acc5: 59.3750 (59.3750)  time: 4.3771  data: 3.8768  max mem: 42896
Epoch: [34]  [  10/1251]  eta: 0:17:09  lr: 2.982e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.8307 (4.7540)  acc1: 32.0312 (27.8764)  acc5: 54.2969 (49.2543)  time: 0.8292  data: 0.3527  max mem: 42896
Epoch: [34]  [  20/1251]  eta: 0:13:32  lr: 2.982e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.1272 (4.7361)  acc1: 26.5625 (27.8646)  acc5: 47.6562 (49.4048)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [34]  [  30/1251]  eta: 0:12:12  lr: 2.982e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.9685 (4.7135)  acc1: 27.3438 (28.0620)  acc5: 50.7812 (49.5338)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [34]  [  40/1251]  eta: 0:11:30  lr: 2.982e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.7998 (4.7413)  acc1: 26.9531 (27.7439)  acc5: 50.7812 (49.2759)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [34]  [  50/1251]  eta: 0:11:01  lr: 2.982e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.9318 (4.7377)  acc1: 28.1250 (28.0867)  acc5: 49.6094 (49.6630)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [34]  [  60/1251]  eta: 0:10:41  lr: 2.982e-02  img/s: 5.43e+02  pen: 4.0e-02  loss: 4.6269 (4.7150)  acc1: 30.8594 (28.6053)  acc5: 53.9062 (50.3394)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [34]  [  70/1251]  eta: 0:10:25  lr: 2.982e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.4341 (4.6690)  acc1: 32.8125 (28.6697)  acc5: 55.4688 (50.3961)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [34]  [  80/1251]  eta: 0:10:11  lr: 2.982e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.2624 (4.6493)  acc1: 32.8125 (28.7953)  acc5: 56.6406 (50.5787)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [34]  [  90/1251]  eta: 0:10:00  lr: 2.982e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.2624 (4.6394)  acc1: 32.0312 (28.9621)  acc5: 55.4688 (50.6696)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [34]  [ 100/1251]  eta: 0:09:50  lr: 2.982e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.5140 (4.6395)  acc1: 31.6406 (28.9295)  acc5: 53.5156 (50.7426)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [34]  [ 110/1251]  eta: 0:09:41  lr: 2.982e-02  img/s: 5.42e+02  pen: 3.5e-02  loss: 4.7219 (4.6551)  acc1: 29.6875 (28.6458)  acc5: 53.1250 (50.4645)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [34]  [ 120/1251]  eta: 0:09:33  lr: 2.982e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.7152 (4.6531)  acc1: 29.6875 (28.6383)  acc5: 53.1250 (50.4584)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [34]  [ 130/1251]  eta: 0:09:25  lr: 2.982e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.8890 (4.6658)  acc1: 25.0000 (28.4053)  acc5: 50.0000 (50.1640)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [34]  [ 140/1251]  eta: 0:09:17  lr: 2.982e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.6244 (4.6463)  acc1: 28.1250 (28.6652)  acc5: 54.2969 (50.4183)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [34]  [ 150/1251]  eta: 0:09:10  lr: 2.982e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.1732 (4.6449)  acc1: 31.6406 (28.6450)  acc5: 55.4688 (50.3492)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [34]  [ 160/1251]  eta: 0:09:04  lr: 2.982e-02  img/s: 5.08e+02  pen: 4.3e-02  loss: 4.4662 (4.6451)  acc1: 31.2500 (28.5399)  acc5: 53.5156 (50.2814)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [34]  [ 170/1251]  eta: 0:08:57  lr: 2.982e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4662 (4.6354)  acc1: 30.8594 (28.5202)  acc5: 53.5156 (50.2536)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [34]  [ 180/1251]  eta: 0:08:51  lr: 2.982e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1578 (4.6296)  acc1: 30.8594 (28.4897)  acc5: 53.9062 (50.2849)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [34]  [ 190/1251]  eta: 0:08:45  lr: 2.982e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.4450 (4.6400)  acc1: 24.2188 (28.3377)  acc5: 43.7500 (50.0041)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [34]  [ 200/1251]  eta: 0:08:39  lr: 2.982e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.1549 (4.6235)  acc1: 29.6875 (28.5020)  acc5: 54.2969 (50.2254)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [34]  [ 210/1251]  eta: 0:08:33  lr: 2.982e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.1558 (4.6304)  acc1: 29.2969 (28.3323)  acc5: 55.0781 (50.0629)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [34]  [ 220/1251]  eta: 0:08:27  lr: 2.982e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4442 (4.6166)  acc1: 30.8594 (28.5121)  acc5: 53.5156 (50.2439)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [34]  [ 230/1251]  eta: 0:08:22  lr: 2.982e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.4442 (4.6208)  acc1: 32.4219 (28.4159)  acc5: 53.5156 (50.1167)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [34]  [ 240/1251]  eta: 0:08:16  lr: 2.982e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.6596 (4.6250)  acc1: 28.1250 (28.3697)  acc5: 50.0000 (50.0697)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [34]  [ 250/1251]  eta: 0:08:10  lr: 2.982e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.8379 (4.6307)  acc1: 26.9531 (28.3289)  acc5: 46.8750 (50.0389)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [34]  [ 260/1251]  eta: 0:08:05  lr: 2.982e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.8379 (4.6412)  acc1: 26.9531 (28.1953)  acc5: 48.8281 (49.8503)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [34]  [ 270/1251]  eta: 0:07:59  lr: 2.982e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.6098 (4.6365)  acc1: 29.2969 (28.1827)  acc5: 50.0000 (49.8760)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [34]  [ 280/1251]  eta: 0:07:54  lr: 2.982e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.6489 (4.6403)  acc1: 29.2969 (28.1194)  acc5: 53.5156 (49.8137)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [34]  [ 290/1251]  eta: 0:07:49  lr: 2.982e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.6489 (4.6419)  acc1: 28.5156 (28.0914)  acc5: 51.1719 (49.8054)  time: 0.4778  data: 0.0004  max mem: 42896
Epoch: [34]  [ 300/1251]  eta: 0:07:44  lr: 2.982e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.8094 (4.6530)  acc1: 27.3438 (27.9057)  acc5: 50.3906 (49.5536)  time: 0.4777  data: 0.0004  max mem: 42896
Epoch: [34]  [ 310/1251]  eta: 0:07:38  lr: 2.982e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.1604 (4.6516)  acc1: 25.7812 (27.8763)  acc5: 44.1406 (49.4963)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [34]  [ 320/1251]  eta: 0:07:33  lr: 2.982e-02  img/s: 4.93e+02  pen: 3.5e-02  loss: 4.4431 (4.6520)  acc1: 28.5156 (27.8695)  acc5: 48.0469 (49.5145)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [34]  [ 330/1251]  eta: 0:07:28  lr: 2.982e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.2227 (4.6693)  acc1: 21.4844 (27.6411)  acc5: 42.5781 (49.1975)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [34]  [ 340/1251]  eta: 0:07:23  lr: 2.982e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 5.2723 (4.6729)  acc1: 21.4844 (27.5465)  acc5: 41.7969 (49.0423)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [34]  [ 350/1251]  eta: 0:07:18  lr: 2.982e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.5043 (4.6641)  acc1: 30.0781 (27.6876)  acc5: 51.1719 (49.2154)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [34]  [ 360/1251]  eta: 0:07:12  lr: 2.982e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.5043 (4.6695)  acc1: 30.0781 (27.6175)  acc5: 51.1719 (49.1506)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [34]  [ 370/1251]  eta: 0:07:07  lr: 2.982e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.6910 (4.6673)  acc1: 21.8750 (27.6301)  acc5: 43.7500 (49.1787)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [34]  [ 380/1251]  eta: 0:07:02  lr: 2.982e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.4039 (4.6645)  acc1: 30.4688 (27.6062)  acc5: 53.1250 (49.1849)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [34]  [ 390/1251]  eta: 0:06:57  lr: 2.982e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.5090 (4.6645)  acc1: 29.2969 (27.6215)  acc5: 52.7344 (49.2098)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [34]  [ 400/1251]  eta: 0:06:52  lr: 2.982e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.6735 (4.6644)  acc1: 30.0781 (27.6457)  acc5: 50.0000 (49.2207)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [34]  [ 410/1251]  eta: 0:06:47  lr: 2.982e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.8168 (4.6681)  acc1: 28.5156 (27.5642)  acc5: 50.0000 (49.0961)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [34]  [ 420/1251]  eta: 0:06:42  lr: 2.982e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.5821 (4.6672)  acc1: 27.3438 (27.5386)  acc5: 51.1719 (49.0712)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [34]  [ 430/1251]  eta: 0:06:37  lr: 2.982e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3014 (4.6600)  acc1: 31.2500 (27.6437)  acc5: 53.5156 (49.1825)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [34]  [ 440/1251]  eta: 0:06:32  lr: 2.982e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.5414 (4.6626)  acc1: 31.2500 (27.6343)  acc5: 53.5156 (49.1461)  time: 0.4780  data: 0.0003  max mem: 42896
Epoch: [34]  [ 450/1251]  eta: 0:06:27  lr: 2.982e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.8301 (4.6666)  acc1: 28.1250 (27.5525)  acc5: 51.5625 (49.0715)  time: 0.4803  data: 0.0003  max mem: 42896
Epoch: [34]  [ 460/1251]  eta: 0:06:22  lr: 2.982e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 5.0745 (4.6747)  acc1: 22.6562 (27.4624)  acc5: 44.9219 (48.9527)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [34]  [ 470/1251]  eta: 0:06:17  lr: 2.982e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.2128 (4.6838)  acc1: 21.4844 (27.3429)  acc5: 41.7969 (48.7792)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [34]  [ 480/1251]  eta: 0:06:12  lr: 2.982e-02  img/s: 5.09e+02  pen: 4.1e-02  loss: 5.1777 (4.6889)  acc1: 22.2656 (27.2991)  acc5: 43.7500 (48.7290)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [34]  [ 490/1251]  eta: 0:06:07  lr: 2.982e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 5.1777 (4.6975)  acc1: 23.4375 (27.2252)  acc5: 42.1875 (48.5990)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [34]  [ 500/1251]  eta: 0:06:02  lr: 2.982e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.3190 (4.7067)  acc1: 19.1406 (27.0997)  acc5: 37.8906 (48.4445)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [34]  [ 510/1251]  eta: 0:05:57  lr: 2.982e-02  img/s: 5.42e+02  pen: 3.5e-02  loss: 4.8777 (4.7002)  acc1: 28.5156 (27.2107)  acc5: 49.2188 (48.5835)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [34]  [ 520/1251]  eta: 0:05:52  lr: 2.982e-02  img/s: 5.38e+02  pen: 4.7e-02  loss: 3.9208 (4.6925)  acc1: 31.6406 (27.3018)  acc5: 54.6875 (48.6767)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [34]  [ 530/1251]  eta: 0:05:47  lr: 2.982e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.6746 (4.6993)  acc1: 30.0781 (27.2614)  acc5: 50.7812 (48.5971)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [34]  [ 540/1251]  eta: 0:05:42  lr: 2.982e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.9345 (4.6993)  acc1: 27.7344 (27.2427)  acc5: 48.8281 (48.5711)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [34]  [ 550/1251]  eta: 0:05:38  lr: 2.982e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.9345 (4.7002)  acc1: 26.5625 (27.2445)  acc5: 45.3125 (48.5701)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [34]  [ 560/1251]  eta: 0:05:33  lr: 2.982e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 5.0677 (4.7037)  acc1: 26.5625 (27.2226)  acc5: 45.3125 (48.5204)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [34]  [ 570/1251]  eta: 0:05:28  lr: 2.982e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.6323 (4.6992)  acc1: 27.7344 (27.2740)  acc5: 53.9062 (48.5825)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [34]  [ 580/1251]  eta: 0:05:23  lr: 2.982e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.0814 (4.7083)  acc1: 25.0000 (27.1716)  acc5: 47.2656 (48.4678)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [34]  [ 590/1251]  eta: 0:05:18  lr: 2.982e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.0995 (4.7041)  acc1: 25.0000 (27.2109)  acc5: 47.2656 (48.5003)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [34]  [ 600/1251]  eta: 0:05:13  lr: 2.982e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.5825 (4.7057)  acc1: 31.2500 (27.1975)  acc5: 53.5156 (48.5064)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [34]  [ 610/1251]  eta: 0:05:08  lr: 2.982e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.9165 (4.7090)  acc1: 26.9531 (27.1532)  acc5: 49.6094 (48.4356)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [34]  [ 620/1251]  eta: 0:05:03  lr: 2.982e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.9488 (4.7108)  acc1: 26.1719 (27.1110)  acc5: 46.0938 (48.3840)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [34]  [ 630/1251]  eta: 0:04:58  lr: 2.982e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.6951 (4.7085)  acc1: 28.1250 (27.1258)  acc5: 49.2188 (48.4109)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [34]  [ 640/1251]  eta: 0:04:54  lr: 2.982e-02  img/s: 5.11e+02  pen: 4.0e-02  loss: 4.9113 (4.7135)  acc1: 22.2656 (27.0256)  acc5: 41.0156 (48.2809)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [34]  [ 650/1251]  eta: 0:04:49  lr: 2.982e-02  img/s: 5.39e+02  pen: 3.7e-02  loss: 5.2713 (4.7135)  acc1: 19.9219 (27.0209)  acc5: 41.0156 (48.2791)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [34]  [ 660/1251]  eta: 0:04:44  lr: 2.982e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.5870 (4.7099)  acc1: 31.6406 (27.0495)  acc5: 52.7344 (48.3270)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [34]  [ 670/1251]  eta: 0:04:39  lr: 2.982e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.5870 (4.7118)  acc1: 30.0781 (27.0183)  acc5: 51.5625 (48.2815)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [34]  [ 680/1251]  eta: 0:04:34  lr: 2.982e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.7852 (4.7120)  acc1: 27.3438 (27.0288)  acc5: 49.6094 (48.3096)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [34]  [ 690/1251]  eta: 0:04:29  lr: 2.982e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.9641 (4.7162)  acc1: 23.0469 (26.9554)  acc5: 45.3125 (48.2035)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [34]  [ 700/1251]  eta: 0:04:24  lr: 2.982e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.6541 (4.7134)  acc1: 28.1250 (26.9877)  acc5: 52.3438 (48.2687)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [34]  [ 710/1251]  eta: 0:04:20  lr: 2.982e-02  img/s: 5.36e+02  pen: 3.9e-02  loss: 4.7923 (4.7176)  acc1: 27.7344 (26.9465)  acc5: 51.9531 (48.2057)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [34]  [ 720/1251]  eta: 0:04:15  lr: 2.982e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 5.0294 (4.7183)  acc1: 26.5625 (26.9455)  acc5: 44.5312 (48.1872)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [34]  [ 730/1251]  eta: 0:04:10  lr: 2.982e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.8574 (4.7145)  acc1: 27.7344 (26.9643)  acc5: 50.3906 (48.2328)  time: 0.4735  data: 0.0004  max mem: 42896
Epoch: [34]  [ 740/1251]  eta: 0:04:05  lr: 2.982e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.9125 (4.7114)  acc1: 33.2031 (27.0127)  acc5: 54.2969 (48.2704)  time: 0.4832  data: 0.0004  max mem: 42896
Epoch: [34]  [ 750/1251]  eta: 0:04:00  lr: 2.982e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.8881 (4.7071)  acc1: 33.2031 (27.0540)  acc5: 56.6406 (48.3304)  time: 0.4837  data: 0.0004  max mem: 42896
Epoch: [34]  [ 760/1251]  eta: 0:03:55  lr: 2.982e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.9224 (4.7029)  acc1: 30.8594 (27.0763)  acc5: 56.2500 (48.3677)  time: 0.4744  data: 0.0005  max mem: 42896
Epoch: [34]  [ 770/1251]  eta: 0:03:51  lr: 2.982e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.5102 (4.7019)  acc1: 30.4688 (27.0752)  acc5: 51.1719 (48.3635)  time: 0.4761  data: 0.0005  max mem: 42896
Epoch: [34]  [ 780/1251]  eta: 0:03:46  lr: 2.982e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.6831 (4.7014)  acc1: 24.2188 (27.0547)  acc5: 50.7812 (48.3590)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [34]  [ 790/1251]  eta: 0:03:41  lr: 2.982e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 4.1798 (4.6972)  acc1: 31.6406 (27.0914)  acc5: 53.1250 (48.3980)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [34]  [ 800/1251]  eta: 0:03:36  lr: 2.982e-02  img/s: 4.88e+02  pen: 3.9e-02  loss: 3.9601 (4.6933)  acc1: 32.4219 (27.1116)  acc5: 55.0781 (48.4321)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [34]  [ 810/1251]  eta: 0:03:31  lr: 2.982e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 3.9364 (4.6920)  acc1: 28.5156 (27.1198)  acc5: 55.0781 (48.4491)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [34]  [ 820/1251]  eta: 0:03:26  lr: 2.982e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.7541 (4.6928)  acc1: 28.5156 (27.1158)  acc5: 52.3438 (48.4275)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [34]  [ 830/1251]  eta: 0:03:22  lr: 2.982e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.7373 (4.6917)  acc1: 28.1250 (27.1153)  acc5: 52.3438 (48.4300)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [34]  [ 840/1251]  eta: 0:03:17  lr: 2.982e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.0765 (4.6859)  acc1: 33.2031 (27.1863)  acc5: 54.6875 (48.5216)  time: 0.4773  data: 0.0004  max mem: 42896
Epoch: [34]  [ 850/1251]  eta: 0:03:12  lr: 2.982e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.1806 (4.6854)  acc1: 32.8125 (27.1895)  acc5: 55.8594 (48.5220)  time: 0.4771  data: 0.0004  max mem: 42896
Epoch: [34]  [ 860/1251]  eta: 0:03:07  lr: 2.982e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.6710 (4.6863)  acc1: 32.0312 (27.1958)  acc5: 54.6875 (48.5350)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [34]  [ 870/1251]  eta: 0:03:02  lr: 2.982e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.7291 (4.6851)  acc1: 27.3438 (27.2195)  acc5: 50.7812 (48.5698)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [34]  [ 880/1251]  eta: 0:02:58  lr: 2.982e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.0165 (4.6900)  acc1: 23.0469 (27.1571)  acc5: 44.5312 (48.4845)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [34]  [ 890/1251]  eta: 0:02:53  lr: 2.982e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.1383 (4.6907)  acc1: 25.0000 (27.1693)  acc5: 44.1406 (48.4923)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [34]  [ 900/1251]  eta: 0:02:48  lr: 2.982e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.4273 (4.6865)  acc1: 30.8594 (27.2137)  acc5: 54.2969 (48.5511)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [34]  [ 910/1251]  eta: 0:02:43  lr: 2.982e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.1642 (4.6868)  acc1: 31.2500 (27.2284)  acc5: 53.5156 (48.5400)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [34]  [ 920/1251]  eta: 0:02:38  lr: 2.982e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.3916 (4.6844)  acc1: 31.2500 (27.2627)  acc5: 53.9062 (48.5826)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [34]  [ 930/1251]  eta: 0:02:33  lr: 2.982e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.9620 (4.6891)  acc1: 25.7812 (27.2187)  acc5: 47.6562 (48.5403)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [34]  [ 940/1251]  eta: 0:02:29  lr: 2.982e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.1730 (4.6886)  acc1: 23.8281 (27.2354)  acc5: 47.2656 (48.5666)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [34]  [ 950/1251]  eta: 0:02:24  lr: 2.982e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.8880 (4.6908)  acc1: 26.5625 (27.2127)  acc5: 49.6094 (48.5357)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [34]  [ 960/1251]  eta: 0:02:19  lr: 2.982e-02  img/s: 5.08e+02  pen: 4.1e-02  loss: 5.1587 (4.6908)  acc1: 23.8281 (27.2047)  acc5: 48.8281 (48.5416)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [34]  [ 970/1251]  eta: 0:02:14  lr: 2.982e-02  img/s: 5.37e+02  pen: 3.8e-02  loss: 4.8340 (4.6918)  acc1: 28.1250 (27.2005)  acc5: 46.0938 (48.5272)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [34]  [ 980/1251]  eta: 0:02:09  lr: 2.982e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.9238 (4.6931)  acc1: 28.9062 (27.1825)  acc5: 48.0469 (48.5096)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [34]  [ 990/1251]  eta: 0:02:05  lr: 2.982e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.9796 (4.6938)  acc1: 23.8281 (27.1620)  acc5: 46.0938 (48.4986)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [34]  [1000/1251]  eta: 0:02:00  lr: 2.982e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.1179 (4.6958)  acc1: 24.6094 (27.1475)  acc5: 44.9219 (48.4711)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [34]  [1010/1251]  eta: 0:01:55  lr: 2.982e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.1637 (4.6985)  acc1: 24.6094 (27.1266)  acc5: 44.1406 (48.4406)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [34]  [1020/1251]  eta: 0:01:50  lr: 2.982e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.0200 (4.6974)  acc1: 26.1719 (27.1329)  acc5: 46.8750 (48.4413)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [34]  [1030/1251]  eta: 0:01:45  lr: 2.982e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.6787 (4.6978)  acc1: 27.7344 (27.1407)  acc5: 50.0000 (48.4519)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [34]  [1040/1251]  eta: 0:01:41  lr: 2.982e-02  img/s: 5.39e+02  pen: 3.7e-02  loss: 4.2679 (4.6940)  acc1: 29.2969 (27.1775)  acc5: 51.9531 (48.4942)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [34]  [1050/1251]  eta: 0:01:36  lr: 2.982e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.2679 (4.6935)  acc1: 32.4219 (27.1769)  acc5: 54.6875 (48.4947)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [34]  [1060/1251]  eta: 0:01:31  lr: 2.982e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.4632 (4.6925)  acc1: 29.2969 (27.1818)  acc5: 53.9062 (48.5122)  time: 0.4796  data: 0.0003  max mem: 42896
Epoch: [34]  [1070/1251]  eta: 0:01:26  lr: 2.982e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4322 (4.6911)  acc1: 29.2969 (27.1982)  acc5: 52.3438 (48.5203)  time: 0.4798  data: 0.0003  max mem: 42896
Epoch: [34]  [1080/1251]  eta: 0:01:21  lr: 2.982e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.2613 (4.6886)  acc1: 30.8594 (27.2263)  acc5: 56.2500 (48.5596)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [34]  [1090/1251]  eta: 0:01:17  lr: 2.982e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.2613 (4.6859)  acc1: 30.8594 (27.2542)  acc5: 56.2500 (48.5997)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [34]  [1100/1251]  eta: 0:01:12  lr: 2.982e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2474 (4.6835)  acc1: 30.4688 (27.2756)  acc5: 55.8594 (48.6479)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [34]  [1110/1251]  eta: 0:01:07  lr: 2.982e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.7118 (4.6857)  acc1: 28.1250 (27.2316)  acc5: 52.7344 (48.5883)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [34]  [1120/1251]  eta: 0:01:02  lr: 2.982e-02  img/s: 5.09e+02  pen: 3.8e-02  loss: 4.9840 (4.6884)  acc1: 24.2188 (27.2190)  acc5: 46.8750 (48.5727)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [34]  [1130/1251]  eta: 0:00:57  lr: 2.982e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.9840 (4.6906)  acc1: 25.0000 (27.1873)  acc5: 46.8750 (48.5290)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [34]  [1140/1251]  eta: 0:00:53  lr: 2.982e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.2006 (4.6920)  acc1: 24.6094 (27.1654)  acc5: 44.9219 (48.5036)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [34]  [1150/1251]  eta: 0:00:48  lr: 2.982e-02  img/s: 5.39e+02  pen: 3.6e-02  loss: 4.9255 (4.6930)  acc1: 24.6094 (27.1517)  acc5: 47.6562 (48.4898)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [34]  [1160/1251]  eta: 0:00:43  lr: 2.982e-02  img/s: 5.38e+02  pen: 3.9e-02  loss: 5.2476 (4.6971)  acc1: 19.5312 (27.0934)  acc5: 40.6250 (48.4065)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [34]  [1170/1251]  eta: 0:00:38  lr: 2.982e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.2243 (4.6984)  acc1: 20.3125 (27.0802)  acc5: 39.8438 (48.3751)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [34]  [1180/1251]  eta: 0:00:33  lr: 2.982e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 5.0148 (4.6998)  acc1: 26.5625 (27.0715)  acc5: 46.8750 (48.3528)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [34]  [1190/1251]  eta: 0:00:29  lr: 2.982e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.7459 (4.6982)  acc1: 28.5156 (27.0823)  acc5: 50.3906 (48.3729)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [34]  [1200/1251]  eta: 0:00:24  lr: 2.982e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.4798 (4.6983)  acc1: 29.6875 (27.0777)  acc5: 51.9531 (48.3741)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [34]  [1210/1251]  eta: 0:00:19  lr: 2.982e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 4.4928 (4.6972)  acc1: 30.0781 (27.1038)  acc5: 53.9062 (48.4169)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [34]  [1220/1251]  eta: 0:00:14  lr: 2.982e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.9334 (4.6990)  acc1: 27.7344 (27.0718)  acc5: 52.7344 (48.3774)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [34]  [1230/1251]  eta: 0:00:10  lr: 2.982e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.9887 (4.6985)  acc1: 21.8750 (27.0791)  acc5: 44.9219 (48.3775)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [34]  [1240/1251]  eta: 0:00:05  lr: 2.982e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.9306 (4.7015)  acc1: 21.4844 (27.0425)  acc5: 44.9219 (48.3248)  time: 0.4741  data: 0.0005  max mem: 42896
Epoch: [34]  [1250/1251]  eta: 0:00:00  lr: 2.982e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.4130 (4.6986)  acc1: 30.0781 (27.0752)  acc5: 53.1250 (48.3841)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [34] Total time: 0:09:59
Test:   [ 0/49]  eta: 0:02:48  loss: 3.1616 (3.1616)  acc1: 57.0312 (57.0312)  acc5: 79.6875 (79.6875)  time: 3.4340  data: 3.1864  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 41.474 Acc@5 67.840 Loss: 3.688
Test: EMA  [ 0/49]  eta: 0:02:27  loss: nan (nan)  acc1: 4.2969 (4.2969)  acc5: 16.7969 (16.7969)  time: 3.0116  data: 2.7571  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 0.576 Acc@5 1.614 Loss: nan
Epoch: [35]  [   0/1251]  eta: 1:24:08  lr: 2.981e-02  img/s: 4.96e+02  pen: 4.0e-02  loss: 5.4452 (5.4452)  acc1: 13.2812 (13.2812)  acc5: 30.8594 (30.8594)  time: 4.0358  data: 3.5200  max mem: 42896
Epoch: [35]  [  10/1251]  eta: 0:16:30  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5120 (4.7571)  acc1: 26.1719 (24.6449)  acc5: 52.3438 (46.0582)  time: 0.7984  data: 0.3203  max mem: 42896
Epoch: [35]  [  20/1251]  eta: 0:13:12  lr: 2.981e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3781 (4.7234)  acc1: 26.1719 (26.5997)  acc5: 51.9531 (47.6376)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [35]  [  30/1251]  eta: 0:12:01  lr: 2.981e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 5.0212 (4.7350)  acc1: 25.7812 (26.3609)  acc5: 46.0938 (47.4294)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [35]  [  40/1251]  eta: 0:11:21  lr: 2.981e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 5.0212 (4.7450)  acc1: 23.4375 (26.2005)  acc5: 46.0938 (46.9322)  time: 0.4776  data: 0.0003  max mem: 42896
Epoch: [35]  [  50/1251]  eta: 0:10:54  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.6959 (4.6999)  acc1: 28.5156 (27.0144)  acc5: 53.5156 (48.2307)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [35]  [  60/1251]  eta: 0:10:35  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5199 (4.6738)  acc1: 30.4688 (27.6447)  acc5: 55.4688 (48.9690)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [35]  [  70/1251]  eta: 0:10:20  lr: 2.981e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.5199 (4.6624)  acc1: 29.6875 (27.6188)  acc5: 53.5156 (49.1197)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [35]  [  80/1251]  eta: 0:10:08  lr: 2.981e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.7594 (4.6772)  acc1: 28.5156 (27.3630)  acc5: 49.2188 (48.7269)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [35]  [  90/1251]  eta: 0:09:57  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.1354 (4.7086)  acc1: 25.0000 (27.0604)  acc5: 48.0469 (48.3946)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [35]  [ 100/1251]  eta: 0:09:47  lr: 2.981e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.9045 (4.6856)  acc1: 27.3438 (27.2161)  acc5: 49.6094 (48.6618)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [35]  [ 110/1251]  eta: 0:09:38  lr: 2.981e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.0665 (4.6622)  acc1: 30.0781 (27.5549)  acc5: 53.9062 (49.0358)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [35]  [ 120/1251]  eta: 0:09:30  lr: 2.981e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.6879 (4.6873)  acc1: 28.5156 (27.2469)  acc5: 53.9062 (48.6732)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [35]  [ 130/1251]  eta: 0:09:23  lr: 2.981e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.2070 (4.7183)  acc1: 22.2656 (26.7951)  acc5: 39.4531 (48.0230)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [35]  [ 140/1251]  eta: 0:09:15  lr: 2.981e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.1885 (4.7265)  acc1: 23.0469 (26.7758)  acc5: 44.1406 (47.9970)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [35]  [ 150/1251]  eta: 0:09:08  lr: 2.981e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.9201 (4.7223)  acc1: 28.5156 (26.8729)  acc5: 49.6094 (48.0081)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [35]  [ 160/1251]  eta: 0:09:02  lr: 2.981e-02  img/s: 5.10e+02  pen: 4.0e-02  loss: 4.9266 (4.7305)  acc1: 30.0781 (26.8464)  acc5: 50.3906 (47.8892)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [35]  [ 170/1251]  eta: 0:08:56  lr: 2.981e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 5.0413 (4.7301)  acc1: 26.1719 (26.7270)  acc5: 47.6562 (47.6768)  time: 0.4748  data: 0.0002  max mem: 42896
Epoch: [35]  [ 180/1251]  eta: 0:08:49  lr: 2.981e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.0314 (4.7365)  acc1: 25.7812 (26.7049)  acc5: 48.8281 (47.6627)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [35]  [ 190/1251]  eta: 0:08:43  lr: 2.981e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 5.1136 (4.7469)  acc1: 25.3906 (26.6136)  acc5: 48.8281 (47.4845)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [35]  [ 200/1251]  eta: 0:08:37  lr: 2.981e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 5.1358 (4.7449)  acc1: 23.8281 (26.5431)  acc5: 46.0938 (47.4269)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [35]  [ 210/1251]  eta: 0:08:32  lr: 2.981e-02  img/s: 5.41e+02  pen: 3.5e-02  loss: 4.9854 (4.7632)  acc1: 25.0000 (26.3977)  acc5: 41.0156 (47.2323)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [35]  [ 220/1251]  eta: 0:08:26  lr: 2.981e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.9722 (4.7496)  acc1: 25.7812 (26.4794)  acc5: 47.2656 (47.3540)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [35]  [ 230/1251]  eta: 0:08:20  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.8173 (4.7632)  acc1: 24.2188 (26.3494)  acc5: 41.0156 (47.1016)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [35]  [ 240/1251]  eta: 0:08:15  lr: 2.981e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 5.2494 (4.7747)  acc1: 23.0469 (26.2156)  acc5: 37.8906 (46.9155)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [35]  [ 250/1251]  eta: 0:08:09  lr: 2.981e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 5.2156 (4.7761)  acc1: 21.0938 (26.1859)  acc5: 42.9688 (46.8517)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [35]  [ 260/1251]  eta: 0:08:04  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.0917 (4.7852)  acc1: 21.0938 (26.0566)  acc5: 44.1406 (46.7553)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [35]  [ 270/1251]  eta: 0:07:58  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.0478 (4.7815)  acc1: 24.2188 (26.1315)  acc5: 49.2188 (46.9009)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [35]  [ 280/1251]  eta: 0:07:53  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3550 (4.7686)  acc1: 30.8594 (26.2636)  acc5: 52.3438 (47.0988)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [35]  [ 290/1251]  eta: 0:07:48  lr: 2.981e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.4899 (4.7716)  acc1: 29.6875 (26.2363)  acc5: 49.6094 (47.0696)  time: 0.4764  data: 0.0005  max mem: 42896
Epoch: [35]  [ 300/1251]  eta: 0:07:43  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.0659 (4.7665)  acc1: 26.1719 (26.2926)  acc5: 47.6562 (47.1618)  time: 0.4763  data: 0.0005  max mem: 42896
Epoch: [35]  [ 310/1251]  eta: 0:07:37  lr: 2.981e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.4999 (4.7574)  acc1: 30.4688 (26.4168)  acc5: 54.2969 (47.3422)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [35]  [ 320/1251]  eta: 0:07:32  lr: 2.981e-02  img/s: 5.09e+02  pen: 3.5e-02  loss: 4.5963 (4.7648)  acc1: 28.5156 (26.3033)  acc5: 50.3906 (47.2401)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [35]  [ 330/1251]  eta: 0:07:27  lr: 2.981e-02  img/s: 5.39e+02  pen: 3.6e-02  loss: 5.1481 (4.7670)  acc1: 24.2188 (26.2970)  acc5: 44.5312 (47.2987)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [35]  [ 340/1251]  eta: 0:07:22  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.9275 (4.7736)  acc1: 25.7812 (26.2280)  acc5: 48.4375 (47.2278)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [35]  [ 350/1251]  eta: 0:07:17  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.0898 (4.7779)  acc1: 23.8281 (26.1852)  acc5: 45.7031 (47.2267)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [35]  [ 360/1251]  eta: 0:07:12  lr: 2.981e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.5708 (4.7671)  acc1: 30.4688 (26.3104)  acc5: 51.1719 (47.4052)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [35]  [ 370/1251]  eta: 0:07:07  lr: 2.981e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.5907 (4.7721)  acc1: 29.2969 (26.2593)  acc5: 51.1719 (47.3562)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [35]  [ 380/1251]  eta: 0:07:01  lr: 2.981e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.1737 (4.7745)  acc1: 23.0469 (26.2682)  acc5: 42.5781 (47.3456)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [35]  [ 390/1251]  eta: 0:06:56  lr: 2.981e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.6970 (4.7662)  acc1: 26.9531 (26.4066)  acc5: 52.3438 (47.5014)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [35]  [ 400/1251]  eta: 0:06:51  lr: 2.981e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.0639 (4.7578)  acc1: 33.2031 (26.5167)  acc5: 55.8594 (47.6368)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [35]  [ 410/1251]  eta: 0:06:46  lr: 2.981e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.7450 (4.7620)  acc1: 29.6875 (26.5159)  acc5: 51.5625 (47.6448)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [35]  [ 420/1251]  eta: 0:06:41  lr: 2.981e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.8997 (4.7680)  acc1: 26.1719 (26.5059)  acc5: 48.8281 (47.6219)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [35]  [ 430/1251]  eta: 0:06:36  lr: 2.981e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.9990 (4.7716)  acc1: 23.8281 (26.4483)  acc5: 44.1406 (47.5575)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [35]  [ 440/1251]  eta: 0:06:31  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.9457 (4.7663)  acc1: 27.7344 (26.5235)  acc5: 50.0000 (47.6244)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [35]  [ 450/1251]  eta: 0:06:26  lr: 2.981e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.7947 (4.7645)  acc1: 27.7344 (26.5460)  acc5: 50.0000 (47.6251)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [35]  [ 460/1251]  eta: 0:06:21  lr: 2.981e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.9102 (4.7689)  acc1: 27.3438 (26.5489)  acc5: 48.8281 (47.5969)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [35]  [ 470/1251]  eta: 0:06:16  lr: 2.981e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.8963 (4.7683)  acc1: 27.3438 (26.5584)  acc5: 50.0000 (47.6148)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [35]  [ 480/1251]  eta: 0:06:12  lr: 2.981e-02  img/s: 5.11e+02  pen: 4.0e-02  loss: 4.4896 (4.7649)  acc1: 29.2969 (26.5771)  acc5: 51.1719 (47.6221)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [35]  [ 490/1251]  eta: 0:06:07  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4660 (4.7594)  acc1: 29.2969 (26.5999)  acc5: 51.5625 (47.6626)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [35]  [ 500/1251]  eta: 0:06:02  lr: 2.981e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.7702 (4.7625)  acc1: 26.1719 (26.5641)  acc5: 50.7812 (47.6212)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [35]  [ 510/1251]  eta: 0:05:57  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3699 (4.7511)  acc1: 29.2969 (26.6764)  acc5: 51.9531 (47.7434)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [35]  [ 520/1251]  eta: 0:05:52  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.0529 (4.7518)  acc1: 31.6406 (26.6675)  acc5: 55.4688 (47.7275)  time: 0.4772  data: 0.0004  max mem: 42896
Epoch: [35]  [ 530/1251]  eta: 0:05:47  lr: 2.981e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.9008 (4.7499)  acc1: 25.0000 (26.6868)  acc5: 47.2656 (47.7239)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [35]  [ 540/1251]  eta: 0:05:42  lr: 2.981e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.8827 (4.7479)  acc1: 24.6094 (26.6629)  acc5: 48.4375 (47.7566)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [35]  [ 550/1251]  eta: 0:05:37  lr: 2.981e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.4282 (4.7435)  acc1: 25.0000 (26.6646)  acc5: 49.6094 (47.8030)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [35]  [ 560/1251]  eta: 0:05:32  lr: 2.981e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.6403 (4.7439)  acc1: 26.1719 (26.6474)  acc5: 50.3906 (47.7802)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [35]  [ 570/1251]  eta: 0:05:27  lr: 2.981e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.4418 (4.7358)  acc1: 33.2031 (26.7513)  acc5: 55.0781 (47.9299)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [35]  [ 580/1251]  eta: 0:05:23  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3037 (4.7399)  acc1: 30.8594 (26.6842)  acc5: 53.9062 (47.8109)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [35]  [ 590/1251]  eta: 0:05:18  lr: 2.981e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.6873 (4.7346)  acc1: 29.6875 (26.7529)  acc5: 49.2188 (47.9061)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [35]  [ 600/1251]  eta: 0:05:13  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.6873 (4.7396)  acc1: 30.4688 (26.6977)  acc5: 50.7812 (47.8467)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [35]  [ 610/1251]  eta: 0:05:08  lr: 2.981e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.1726 (4.7436)  acc1: 19.5312 (26.6271)  acc5: 42.1875 (47.7726)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [35]  [ 620/1251]  eta: 0:05:03  lr: 2.981e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 5.0802 (4.7414)  acc1: 22.2656 (26.6304)  acc5: 45.3125 (47.7726)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [35]  [ 630/1251]  eta: 0:04:58  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3496 (4.7372)  acc1: 28.9062 (26.6770)  acc5: 53.5156 (47.8160)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [35]  [ 640/1251]  eta: 0:04:53  lr: 2.981e-02  img/s: 5.09e+02  pen: 3.8e-02  loss: 4.7024 (4.7398)  acc1: 27.3438 (26.6539)  acc5: 51.5625 (47.7781)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [35]  [ 650/1251]  eta: 0:04:48  lr: 2.981e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.5947 (4.7343)  acc1: 27.3438 (26.7125)  acc5: 54.2969 (47.8567)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [35]  [ 660/1251]  eta: 0:04:44  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1760 (4.7310)  acc1: 30.8594 (26.7463)  acc5: 54.6875 (47.8702)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [35]  [ 670/1251]  eta: 0:04:39  lr: 2.981e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.8681 (4.7336)  acc1: 28.1250 (26.7558)  acc5: 50.0000 (47.9147)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [35]  [ 680/1251]  eta: 0:04:34  lr: 2.981e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.9257 (4.7332)  acc1: 27.3438 (26.7524)  acc5: 50.3906 (47.9350)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [35]  [ 690/1251]  eta: 0:04:29  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6807 (4.7297)  acc1: 28.9062 (26.7688)  acc5: 50.3906 (47.9463)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [35]  [ 700/1251]  eta: 0:04:24  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5109 (4.7267)  acc1: 30.4688 (26.8233)  acc5: 52.3438 (48.0302)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [35]  [ 710/1251]  eta: 0:04:19  lr: 2.981e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.6699 (4.7264)  acc1: 29.2969 (26.8240)  acc5: 51.1719 (48.0265)  time: 0.4772  data: 0.0004  max mem: 42896
Epoch: [35]  [ 720/1251]  eta: 0:04:15  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.0629 (4.7290)  acc1: 26.9531 (26.8074)  acc5: 49.6094 (48.0024)  time: 0.4772  data: 0.0004  max mem: 42896
Epoch: [35]  [ 730/1251]  eta: 0:04:10  lr: 2.981e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 5.0629 (4.7333)  acc1: 25.3906 (26.7404)  acc5: 49.2188 (47.8914)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [35]  [ 740/1251]  eta: 0:04:05  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.7085 (4.7286)  acc1: 29.2969 (26.7923)  acc5: 49.6094 (47.9720)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [35]  [ 750/1251]  eta: 0:04:00  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0395 (4.7234)  acc1: 32.0312 (26.8403)  acc5: 56.2500 (48.0209)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [35]  [ 760/1251]  eta: 0:03:55  lr: 2.981e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.4138 (4.7247)  acc1: 32.0312 (26.8381)  acc5: 55.0781 (48.0310)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [35]  [ 770/1251]  eta: 0:03:50  lr: 2.981e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.9875 (4.7267)  acc1: 27.3438 (26.8214)  acc5: 50.0000 (48.0038)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [35]  [ 780/1251]  eta: 0:03:46  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.7496 (4.7250)  acc1: 28.5156 (26.8476)  acc5: 50.0000 (48.0319)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [35]  [ 790/1251]  eta: 0:03:41  lr: 2.981e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.4639 (4.7227)  acc1: 29.6875 (26.8894)  acc5: 52.7344 (48.0805)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [35]  [ 800/1251]  eta: 0:03:36  lr: 2.981e-02  img/s: 5.09e+02  pen: 3.8e-02  loss: 4.2446 (4.7184)  acc1: 31.6406 (26.9312)  acc5: 55.0781 (48.1410)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [35]  [ 810/1251]  eta: 0:03:31  lr: 2.981e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.8057 (4.7195)  acc1: 29.2969 (26.9035)  acc5: 53.1250 (48.1080)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [35]  [ 820/1251]  eta: 0:03:26  lr: 2.981e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.6311 (4.7172)  acc1: 29.2969 (26.9417)  acc5: 52.3438 (48.1711)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [35]  [ 830/1251]  eta: 0:03:21  lr: 2.981e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.2763 (4.7120)  acc1: 32.4219 (26.9978)  acc5: 55.0781 (48.2415)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [35]  [ 840/1251]  eta: 0:03:17  lr: 2.981e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.3958 (4.7134)  acc1: 29.2969 (26.9833)  acc5: 53.9062 (48.2415)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [35]  [ 850/1251]  eta: 0:03:12  lr: 2.981e-02  img/s: 5.36e+02  pen: 4.4e-02  loss: 5.1156 (4.7158)  acc1: 25.0000 (26.9719)  acc5: 46.4844 (48.2222)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [35]  [ 860/1251]  eta: 0:03:07  lr: 2.981e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.8986 (4.7152)  acc1: 27.7344 (26.9958)  acc5: 48.0469 (48.2442)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [35]  [ 870/1251]  eta: 0:03:02  lr: 2.981e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.8766 (4.7164)  acc1: 26.5625 (26.9823)  acc5: 48.0469 (48.2231)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [35]  [ 880/1251]  eta: 0:02:57  lr: 2.981e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.8193 (4.7168)  acc1: 26.1719 (26.9815)  acc5: 45.3125 (48.2087)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [35]  [ 890/1251]  eta: 0:02:53  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.8011 (4.7163)  acc1: 27.3438 (27.0005)  acc5: 48.4375 (48.2389)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [35]  [ 900/1251]  eta: 0:02:48  lr: 2.981e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.2701 (4.7138)  acc1: 30.8594 (27.0225)  acc5: 54.6875 (48.2754)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [35]  [ 910/1251]  eta: 0:02:43  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.4868 (4.7153)  acc1: 30.8594 (26.9969)  acc5: 54.6875 (48.2338)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [35]  [ 920/1251]  eta: 0:02:38  lr: 2.981e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.6529 (4.7153)  acc1: 29.2969 (27.0044)  acc5: 50.0000 (48.2360)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [35]  [ 930/1251]  eta: 0:02:33  lr: 2.981e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.6529 (4.7155)  acc1: 26.9531 (27.0093)  acc5: 50.0000 (48.2579)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [35]  [ 940/1251]  eta: 0:02:28  lr: 2.981e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3127 (4.7105)  acc1: 29.6875 (27.0287)  acc5: 53.5156 (48.3192)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [35]  [ 950/1251]  eta: 0:02:24  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.8983 (4.7038)  acc1: 31.6406 (27.0965)  acc5: 57.4219 (48.4149)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [35]  [ 960/1251]  eta: 0:02:19  lr: 2.981e-02  img/s: 4.90e+02  pen: 3.7e-02  loss: 4.1271 (4.7028)  acc1: 31.6406 (27.1003)  acc5: 55.4688 (48.4379)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [35]  [ 970/1251]  eta: 0:02:14  lr: 2.981e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.6447 (4.7028)  acc1: 27.3438 (27.0931)  acc5: 51.1719 (48.4335)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [35]  [ 980/1251]  eta: 0:02:09  lr: 2.981e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 4.3065 (4.6974)  acc1: 30.8594 (27.1582)  acc5: 53.9062 (48.5048)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [35]  [ 990/1251]  eta: 0:02:04  lr: 2.981e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.5319 (4.6989)  acc1: 30.0781 (27.1408)  acc5: 53.1250 (48.4903)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [35]  [1000/1251]  eta: 0:02:00  lr: 2.981e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.8298 (4.6983)  acc1: 26.5625 (27.1603)  acc5: 51.5625 (48.5109)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [35]  [1010/1251]  eta: 0:01:55  lr: 2.981e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.6120 (4.6967)  acc1: 29.6875 (27.1799)  acc5: 52.7344 (48.5472)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [35]  [1020/1251]  eta: 0:01:50  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5281 (4.6954)  acc1: 29.6875 (27.2106)  acc5: 54.6875 (48.5775)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [35]  [1030/1251]  eta: 0:01:45  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.7697 (4.6977)  acc1: 29.2969 (27.1751)  acc5: 48.4375 (48.5337)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [35]  [1040/1251]  eta: 0:01:40  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.0380 (4.7010)  acc1: 25.0000 (27.1663)  acc5: 43.3594 (48.5047)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [35]  [1050/1251]  eta: 0:01:36  lr: 2.981e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.6272 (4.6971)  acc1: 30.0781 (27.1973)  acc5: 49.2188 (48.5405)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [35]  [1060/1251]  eta: 0:01:31  lr: 2.981e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 3.9685 (4.6948)  acc1: 32.0312 (27.2322)  acc5: 55.8594 (48.5995)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [35]  [1070/1251]  eta: 0:01:26  lr: 2.981e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.3399 (4.6917)  acc1: 32.8125 (27.2715)  acc5: 55.8594 (48.6443)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [35]  [1080/1251]  eta: 0:01:21  lr: 2.981e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.3784 (4.6935)  acc1: 32.8125 (27.2596)  acc5: 53.5156 (48.6102)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [35]  [1090/1251]  eta: 0:01:17  lr: 2.981e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.9096 (4.6955)  acc1: 23.4375 (27.2285)  acc5: 41.4062 (48.5696)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [35]  [1100/1251]  eta: 0:01:12  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.1079 (4.6964)  acc1: 27.7344 (27.2331)  acc5: 50.0000 (48.5688)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [35]  [1110/1251]  eta: 0:01:07  lr: 2.981e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 5.1079 (4.6977)  acc1: 23.8281 (27.2045)  acc5: 49.2188 (48.5310)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [35]  [1120/1251]  eta: 0:01:02  lr: 2.981e-02  img/s: 5.06e+02  pen: 3.9e-02  loss: 4.8775 (4.6978)  acc1: 23.8281 (27.2065)  acc5: 49.2188 (48.5281)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [35]  [1130/1251]  eta: 0:00:57  lr: 2.981e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.5846 (4.6964)  acc1: 28.9062 (27.2198)  acc5: 51.9531 (48.5549)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [35]  [1140/1251]  eta: 0:00:53  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.9135 (4.6927)  acc1: 33.5938 (27.2568)  acc5: 55.0781 (48.5902)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [35]  [1150/1251]  eta: 0:00:48  lr: 2.981e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.0839 (4.6914)  acc1: 33.9844 (27.2654)  acc5: 57.0312 (48.6136)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [35]  [1160/1251]  eta: 0:00:43  lr: 2.981e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.5345 (4.6917)  acc1: 30.8594 (27.2674)  acc5: 56.6406 (48.6158)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [35]  [1170/1251]  eta: 0:00:38  lr: 2.981e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.7003 (4.6914)  acc1: 26.9531 (27.2720)  acc5: 47.2656 (48.6253)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [35]  [1180/1251]  eta: 0:00:33  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 5.0320 (4.6918)  acc1: 23.8281 (27.2462)  acc5: 45.7031 (48.5982)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [35]  [1190/1251]  eta: 0:00:29  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1562 (4.6889)  acc1: 30.4688 (27.2726)  acc5: 55.4688 (48.6300)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [35]  [1200/1251]  eta: 0:00:24  lr: 2.981e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.0874 (4.6862)  acc1: 33.9844 (27.3132)  acc5: 58.2031 (48.6860)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [35]  [1210/1251]  eta: 0:00:19  lr: 2.981e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2013 (4.6861)  acc1: 29.2969 (27.2934)  acc5: 53.1250 (48.6720)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [35]  [1220/1251]  eta: 0:00:14  lr: 2.981e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.3816 (4.6859)  acc1: 22.2656 (27.2794)  acc5: 43.3594 (48.6518)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [35]  [1230/1251]  eta: 0:00:10  lr: 2.981e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.1350 (4.6879)  acc1: 24.2188 (27.2555)  acc5: 46.0938 (48.6209)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [35]  [1240/1251]  eta: 0:00:05  lr: 2.981e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.7218 (4.6861)  acc1: 30.4688 (27.2726)  acc5: 48.8281 (48.6474)  time: 0.4745  data: 0.0005  max mem: 42896
Epoch: [35]  [1250/1251]  eta: 0:00:00  lr: 2.981e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.0814 (4.6854)  acc1: 31.2500 (27.2654)  acc5: 54.6875 (48.6430)  time: 0.4752  data: 0.0005  max mem: 42896
Epoch: [35] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:29  loss: 3.0150 (3.0150)  acc1: 58.5938 (58.5938)  acc5: 82.4219 (82.4219)  time: 3.0459  data: 2.7998  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 39.364 Acc@5 65.238 Loss: 3.729
Test: EMA  [ 0/49]  eta: 0:02:10  loss: nan (nan)  acc1: 4.6875 (4.6875)  acc5: 18.7500 (18.7500)  time: 2.6577  data: 2.4115  max mem: 42896
Test: EMA Total time: 0:00:17
Test: EMA Acc@1 0.514 Acc@5 1.438 Loss: nan
Epoch: [36]  [   0/1251]  eta: 1:16:59  lr: 2.980e-02  img/s: 5.12e+02  pen: 3.9e-02  loss: 5.0067 (5.0067)  acc1: 24.2188 (24.2188)  acc5: 48.4375 (48.4375)  time: 3.6929  data: 3.1933  max mem: 42896
Epoch: [36]  [  10/1251]  eta: 0:15:58  lr: 2.980e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.0067 (4.7317)  acc1: 27.7344 (28.4801)  acc5: 48.4375 (49.2898)  time: 0.7726  data: 0.2974  max mem: 42896
Epoch: [36]  [  20/1251]  eta: 0:12:55  lr: 2.980e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.8080 (4.7094)  acc1: 27.7344 (28.8690)  acc5: 47.6562 (49.6838)  time: 0.4768  data: 0.0041  max mem: 42896
Epoch: [36]  [  30/1251]  eta: 0:11:47  lr: 2.980e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.5839 (4.6441)  acc1: 31.6406 (29.0323)  acc5: 51.9531 (49.7984)  time: 0.4735  data: 0.0004  max mem: 42896
Epoch: [36]  [  40/1251]  eta: 0:11:11  lr: 2.980e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.1352 (4.5928)  acc1: 31.6406 (29.2207)  acc5: 53.9062 (50.7717)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [36]  [  50/1251]  eta: 0:10:47  lr: 2.980e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.6294 (4.6321)  acc1: 28.5156 (28.6152)  acc5: 53.9062 (49.6860)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [36]  [  60/1251]  eta: 0:10:29  lr: 2.980e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.2710 (4.5716)  acc1: 32.4219 (29.1368)  acc5: 53.9062 (50.5379)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [36]  [  70/1251]  eta: 0:10:15  lr: 2.980e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.2592 (4.5757)  acc1: 32.4219 (28.9778)  acc5: 56.2500 (50.4291)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [36]  [  80/1251]  eta: 0:10:03  lr: 2.980e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.6422 (4.5867)  acc1: 29.6875 (29.1329)  acc5: 50.7812 (50.5883)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [36]  [  90/1251]  eta: 0:09:52  lr: 2.980e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.0534 (4.6392)  acc1: 25.3906 (28.5414)  acc5: 46.4844 (49.6738)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [36]  [ 100/1251]  eta: 0:09:43  lr: 2.980e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 5.0108 (4.6407)  acc1: 25.3906 (28.6471)  acc5: 46.4844 (49.8994)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [36]  [ 110/1251]  eta: 0:09:35  lr: 2.980e-02  img/s: 5.43e+02  pen: 4.7e-02  loss: 4.9141 (4.6683)  acc1: 26.9531 (28.2552)  acc5: 50.0000 (49.3560)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [36]  [ 120/1251]  eta: 0:09:27  lr: 2.980e-02  img/s: 5.43e+02  pen: 3.7e-02  loss: 5.0167 (4.6688)  acc1: 26.1719 (28.3219)  acc5: 48.8281 (49.4189)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [36]  [ 130/1251]  eta: 0:09:20  lr: 2.980e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.8487 (4.6928)  acc1: 26.5625 (27.9073)  acc5: 50.7812 (48.9563)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [36]  [ 140/1251]  eta: 0:09:13  lr: 2.980e-02  img/s: 5.37e+02  pen: 3.9e-02  loss: 4.8487 (4.6852)  acc1: 26.5625 (27.7953)  acc5: 48.0469 (48.9500)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [36]  [ 150/1251]  eta: 0:09:06  lr: 2.980e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.7346 (4.6882)  acc1: 27.3438 (27.6180)  acc5: 48.0469 (48.7272)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [36]  [ 160/1251]  eta: 0:09:00  lr: 2.980e-02  img/s: 5.08e+02  pen: 4.2e-02  loss: 4.7346 (4.6839)  acc1: 26.1719 (27.6228)  acc5: 49.6094 (48.8136)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [36]  [ 170/1251]  eta: 0:08:53  lr: 2.980e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.2454 (4.6642)  acc1: 33.2031 (27.7709)  acc5: 55.8594 (49.0223)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [36]  [ 180/1251]  eta: 0:08:47  lr: 2.980e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.6336 (4.6719)  acc1: 33.2031 (27.6912)  acc5: 53.5156 (48.8562)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [36]  [ 190/1251]  eta: 0:08:41  lr: 2.980e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 5.0181 (4.6781)  acc1: 24.6094 (27.6096)  acc5: 47.6562 (48.8199)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [36]  [ 200/1251]  eta: 0:08:36  lr: 2.980e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.9337 (4.6808)  acc1: 25.7812 (27.5420)  acc5: 48.8281 (48.6863)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [36]  [ 210/1251]  eta: 0:08:30  lr: 2.980e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.8238 (4.6807)  acc1: 27.3438 (27.5659)  acc5: 49.6094 (48.7707)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [36]  [ 220/1251]  eta: 0:08:24  lr: 2.980e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 5.0695 (4.7037)  acc1: 24.2188 (27.2713)  acc5: 47.6562 (48.3668)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [36]  [ 230/1251]  eta: 0:08:19  lr: 2.980e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.0695 (4.7028)  acc1: 22.6562 (27.2524)  acc5: 45.3125 (48.3868)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [36]  [ 240/1251]  eta: 0:08:13  lr: 2.980e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.4637 (4.6888)  acc1: 30.8594 (27.4329)  acc5: 53.1250 (48.6288)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [36]  [ 250/1251]  eta: 0:08:08  lr: 2.980e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.4637 (4.6906)  acc1: 31.2500 (27.3687)  acc5: 53.5156 (48.5309)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [36]  [ 260/1251]  eta: 0:08:03  lr: 2.980e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.0348 (4.6694)  acc1: 31.6406 (27.5548)  acc5: 57.4219 (48.8566)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [36]  [ 270/1251]  eta: 0:07:57  lr: 2.980e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.0838 (4.6714)  acc1: 31.2500 (27.4619)  acc5: 56.2500 (48.8036)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [36]  [ 280/1251]  eta: 0:07:52  lr: 2.980e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.7201 (4.6715)  acc1: 28.9062 (27.5453)  acc5: 52.7344 (48.9004)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [36]  [ 290/1251]  eta: 0:07:47  lr: 2.980e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5651 (4.6698)  acc1: 30.8594 (27.5464)  acc5: 55.0781 (48.8939)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [36]  [ 300/1251]  eta: 0:07:42  lr: 2.980e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.8924 (4.6708)  acc1: 28.1250 (27.5345)  acc5: 50.7812 (48.8969)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [36]  [ 310/1251]  eta: 0:07:36  lr: 2.980e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.8924 (4.6668)  acc1: 28.1250 (27.5698)  acc5: 50.7812 (48.9525)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [36]  [ 320/1251]  eta: 0:07:31  lr: 2.980e-02  img/s: 5.07e+02  pen: 4.6e-02  loss: 4.5451 (4.6622)  acc1: 28.9062 (27.6443)  acc5: 51.9531 (49.0971)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [36]  [ 330/1251]  eta: 0:07:26  lr: 2.980e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.8372 (4.6707)  acc1: 26.5625 (27.5042)  acc5: 50.7812 (48.9190)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [36]  [ 340/1251]  eta: 0:07:21  lr: 2.980e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.7101 (4.6649)  acc1: 28.5156 (27.5981)  acc5: 47.2656 (49.0332)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [36]  [ 350/1251]  eta: 0:07:16  lr: 2.980e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.7061 (4.6676)  acc1: 32.0312 (27.5819)  acc5: 53.5156 (49.0028)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [36]  [ 360/1251]  eta: 0:07:11  lr: 2.980e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.6128 (4.6649)  acc1: 31.2500 (27.6608)  acc5: 54.2969 (49.1279)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [36]  [ 370/1251]  eta: 0:07:06  lr: 2.980e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.5468 (4.6626)  acc1: 31.2500 (27.6944)  acc5: 54.2969 (49.1503)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [36]  [ 380/1251]  eta: 0:07:01  lr: 2.980e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 3.9533 (4.6522)  acc1: 33.2031 (27.8277)  acc5: 56.6406 (49.3285)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [36]  [ 390/1251]  eta: 0:06:56  lr: 2.980e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.1383 (4.6534)  acc1: 32.4219 (27.8293)  acc5: 53.5156 (49.3167)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [36]  [ 400/1251]  eta: 0:06:51  lr: 2.980e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.7286 (4.6536)  acc1: 29.2969 (27.8406)  acc5: 49.2188 (49.3123)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [36]  [ 410/1251]  eta: 0:06:46  lr: 2.980e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.5595 (4.6516)  acc1: 30.0781 (27.8817)  acc5: 53.9062 (49.3737)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [36]  [ 420/1251]  eta: 0:06:41  lr: 2.980e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.3057 (4.6497)  acc1: 30.0781 (27.9478)  acc5: 53.9062 (49.4387)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [36]  [ 430/1251]  eta: 0:06:36  lr: 2.980e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.5113 (4.6466)  acc1: 30.8594 (28.0017)  acc5: 51.1719 (49.4825)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [36]  [ 440/1251]  eta: 0:06:31  lr: 2.980e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.9410 (4.6530)  acc1: 26.5625 (27.9337)  acc5: 48.0469 (49.3587)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [36]  [ 450/1251]  eta: 0:06:26  lr: 2.980e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2477 (4.6448)  acc1: 31.6406 (28.0159)  acc5: 56.6406 (49.4465)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [36]  [ 460/1251]  eta: 0:06:21  lr: 2.980e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.3472 (4.6471)  acc1: 32.8125 (28.0335)  acc5: 56.2500 (49.4179)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [36]  [ 470/1251]  eta: 0:06:16  lr: 2.980e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.3472 (4.6371)  acc1: 30.4688 (28.1167)  acc5: 52.7344 (49.5563)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [36]  [ 480/1251]  eta: 0:06:11  lr: 2.980e-02  img/s: 5.06e+02  pen: 4.1e-02  loss: 4.1437 (4.6340)  acc1: 30.0781 (28.1559)  acc5: 53.5156 (49.6053)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [36]  [ 490/1251]  eta: 0:06:06  lr: 2.980e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.3232 (4.6304)  acc1: 31.6406 (28.2412)  acc5: 53.5156 (49.6595)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [36]  [ 500/1251]  eta: 0:06:01  lr: 2.980e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.8295 (4.6305)  acc1: 30.8594 (28.1936)  acc5: 50.3906 (49.6312)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [36]  [ 510/1251]  eta: 0:05:56  lr: 2.980e-02  img/s: 5.38e+02  pen: 4.7e-02  loss: 4.3244 (4.6279)  acc1: 28.5156 (28.1823)  acc5: 48.4375 (49.6178)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [36]  [ 520/1251]  eta: 0:05:51  lr: 2.980e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.7585 (4.6315)  acc1: 30.4688 (28.1730)  acc5: 52.7344 (49.6176)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [36]  [ 530/1251]  eta: 0:05:47  lr: 2.980e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.7745 (4.6288)  acc1: 30.4688 (28.2155)  acc5: 50.7812 (49.6638)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [36]  [ 540/1251]  eta: 0:05:42  lr: 2.980e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.9253 (4.6210)  acc1: 33.9844 (28.2925)  acc5: 56.2500 (49.7552)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [36]  [ 550/1251]  eta: 0:05:37  lr: 2.980e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.0238 (4.6159)  acc1: 32.8125 (28.3356)  acc5: 57.4219 (49.8596)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [36]  [ 560/1251]  eta: 0:05:32  lr: 2.980e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.1610 (4.6143)  acc1: 31.6406 (28.3569)  acc5: 55.0781 (49.8754)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [36]  [ 570/1251]  eta: 0:05:27  lr: 2.980e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4318 (4.6146)  acc1: 31.2500 (28.3679)  acc5: 51.9531 (49.8912)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [36]  [ 580/1251]  eta: 0:05:22  lr: 2.980e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.7964 (4.6173)  acc1: 30.4688 (28.3543)  acc5: 51.9531 (49.8944)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [36]  [ 590/1251]  eta: 0:05:17  lr: 2.980e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 4.5928 (4.6141)  acc1: 30.4688 (28.3973)  acc5: 54.6875 (49.9656)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [36]  [ 600/1251]  eta: 0:05:12  lr: 2.980e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 3.9732 (4.6073)  acc1: 32.4219 (28.4539)  acc5: 57.0312 (50.0552)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [36]  [ 610/1251]  eta: 0:05:08  lr: 2.980e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.0011 (4.6044)  acc1: 33.2031 (28.4843)  acc5: 56.2500 (50.0652)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [36]  [ 620/1251]  eta: 0:05:03  lr: 2.980e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 5.0889 (4.6140)  acc1: 28.1250 (28.4011)  acc5: 48.0469 (49.9484)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [36]  [ 630/1251]  eta: 0:04:58  lr: 2.980e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.1521 (4.6166)  acc1: 23.0469 (28.3838)  acc5: 43.3594 (49.9214)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [36]  [ 640/1251]  eta: 0:04:53  lr: 2.980e-02  img/s: 5.09e+02  pen: 3.8e-02  loss: 4.6523 (4.6160)  acc1: 29.6875 (28.3907)  acc5: 55.4688 (49.9512)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [36]  [ 650/1251]  eta: 0:04:48  lr: 2.980e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 4.7563 (4.6172)  acc1: 28.1250 (28.3668)  acc5: 50.7812 (49.9424)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [36]  [ 660/1251]  eta: 0:04:43  lr: 2.980e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.4493 (4.6126)  acc1: 30.4688 (28.4045)  acc5: 52.3438 (50.0059)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [36]  [ 670/1251]  eta: 0:04:38  lr: 2.980e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4493 (4.6159)  acc1: 28.1250 (28.3253)  acc5: 48.8281 (49.9331)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [36]  [ 680/1251]  eta: 0:04:34  lr: 2.980e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.7771 (4.6119)  acc1: 28.1250 (28.3751)  acc5: 48.8281 (50.0011)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [36]  [ 690/1251]  eta: 0:04:29  lr: 2.980e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.2374 (4.6101)  acc1: 30.4688 (28.3489)  acc5: 55.4688 (49.9757)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [36]  [ 700/1251]  eta: 0:04:24  lr: 2.980e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.4087 (4.6096)  acc1: 30.0781 (28.3529)  acc5: 54.2969 (49.9682)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [36]  [ 710/1251]  eta: 0:04:19  lr: 2.980e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.3904 (4.6088)  acc1: 31.2500 (28.3634)  acc5: 54.2969 (49.9846)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [36]  [ 720/1251]  eta: 0:04:14  lr: 2.980e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4001 (4.6097)  acc1: 28.5156 (28.3569)  acc5: 53.5156 (49.9919)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [36]  [ 730/1251]  eta: 0:04:09  lr: 2.980e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.5760 (4.6073)  acc1: 30.8594 (28.4082)  acc5: 53.9062 (50.0668)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [36]  [ 740/1251]  eta: 0:04:05  lr: 2.980e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.4888 (4.6070)  acc1: 31.6406 (28.4139)  acc5: 55.4688 (50.0875)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [36]  [ 750/1251]  eta: 0:04:00  lr: 2.980e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.8299 (4.6095)  acc1: 26.9531 (28.3856)  acc5: 51.1719 (50.0484)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [36]  [ 760/1251]  eta: 0:03:55  lr: 2.980e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.7429 (4.6093)  acc1: 28.5156 (28.4001)  acc5: 53.5156 (50.0590)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [36]  [ 770/1251]  eta: 0:03:50  lr: 2.980e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.9068 (4.6131)  acc1: 29.2969 (28.3606)  acc5: 52.7344 (50.0086)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [36]  [ 780/1251]  eta: 0:03:45  lr: 2.980e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.7633 (4.6126)  acc1: 29.6875 (28.3541)  acc5: 52.7344 (50.0175)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [36]  [ 790/1251]  eta: 0:03:40  lr: 2.980e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1230 (4.6100)  acc1: 32.0312 (28.3591)  acc5: 55.0781 (50.0277)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [36]  [ 800/1251]  eta: 0:03:36  lr: 2.980e-02  img/s: 5.10e+02  pen: 4.3e-02  loss: 4.1230 (4.6087)  acc1: 31.6406 (28.3766)  acc5: 55.0781 (50.0600)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [36]  [ 810/1251]  eta: 0:03:31  lr: 2.980e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.4750 (4.6063)  acc1: 30.8594 (28.4053)  acc5: 55.4688 (50.1170)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [36]  [ 820/1251]  eta: 0:03:26  lr: 2.980e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.0577 (4.6003)  acc1: 31.2500 (28.4514)  acc5: 57.8125 (50.1956)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [36]  [ 830/1251]  eta: 0:03:21  lr: 2.980e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2476 (4.6030)  acc1: 30.8594 (28.4235)  acc5: 55.0781 (50.1547)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [36]  [ 840/1251]  eta: 0:03:16  lr: 2.980e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2476 (4.5994)  acc1: 30.0781 (28.4455)  acc5: 55.0781 (50.1918)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [36]  [ 850/1251]  eta: 0:03:12  lr: 2.980e-02  img/s: 5.39e+02  pen: 3.7e-02  loss: 4.7074 (4.6048)  acc1: 25.0000 (28.3935)  acc5: 49.6094 (50.1253)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [36]  [ 860/1251]  eta: 0:03:07  lr: 2.980e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 5.0666 (4.6062)  acc1: 25.0000 (28.3736)  acc5: 47.6562 (50.1116)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [36]  [ 870/1251]  eta: 0:03:02  lr: 2.980e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.7576 (4.6080)  acc1: 28.5156 (28.3578)  acc5: 51.9531 (50.0915)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [36]  [ 880/1251]  eta: 0:02:57  lr: 2.980e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.7898 (4.6071)  acc1: 28.5156 (28.3418)  acc5: 50.7812 (50.0780)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [36]  [ 890/1251]  eta: 0:02:52  lr: 2.980e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.7898 (4.6104)  acc1: 26.9531 (28.3232)  acc5: 50.0000 (50.0544)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [36]  [ 900/1251]  eta: 0:02:48  lr: 2.980e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.5549 (4.6082)  acc1: 29.6875 (28.3678)  acc5: 53.5156 (50.1140)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [36]  [ 910/1251]  eta: 0:02:43  lr: 2.980e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.3705 (4.6060)  acc1: 32.4219 (28.3806)  acc5: 57.0312 (50.1149)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [36]  [ 920/1251]  eta: 0:02:38  lr: 2.980e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.7265 (4.6094)  acc1: 27.7344 (28.3472)  acc5: 52.3438 (50.0679)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [36]  [ 930/1251]  eta: 0:02:33  lr: 2.980e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.9545 (4.6114)  acc1: 26.1719 (28.3314)  acc5: 46.4844 (50.0453)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [36]  [ 940/1251]  eta: 0:02:28  lr: 2.980e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.7247 (4.6113)  acc1: 29.2969 (28.3234)  acc5: 53.1250 (50.0411)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [36]  [ 950/1251]  eta: 0:02:24  lr: 2.980e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.5208 (4.6111)  acc1: 30.4688 (28.3246)  acc5: 55.0781 (50.0259)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [36]  [ 960/1251]  eta: 0:02:19  lr: 2.980e-02  img/s: 5.05e+02  pen: 3.6e-02  loss: 5.0704 (4.6160)  acc1: 24.6094 (28.2677)  acc5: 44.5312 (49.9419)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [36]  [ 970/1251]  eta: 0:02:14  lr: 2.980e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 5.0364 (4.6151)  acc1: 21.8750 (28.2690)  acc5: 46.8750 (49.9529)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [36]  [ 980/1251]  eta: 0:02:09  lr: 2.980e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.9061 (4.6194)  acc1: 25.3906 (28.2114)  acc5: 49.6094 (49.8829)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [36]  [ 990/1251]  eta: 0:02:04  lr: 2.980e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.9242 (4.6209)  acc1: 25.3906 (28.2153)  acc5: 49.6094 (49.8735)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [36]  [1000/1251]  eta: 0:02:00  lr: 2.980e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.7902 (4.6225)  acc1: 27.3438 (28.1937)  acc5: 50.3906 (49.8580)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [36]  [1010/1251]  eta: 0:01:55  lr: 2.980e-02  img/s: 5.36e+02  pen: 3.8e-02  loss: 4.5572 (4.6222)  acc1: 30.0781 (28.2015)  acc5: 55.0781 (49.8787)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [36]  [1020/1251]  eta: 0:01:50  lr: 2.980e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.2919 (4.6226)  acc1: 30.4688 (28.2118)  acc5: 56.2500 (49.8829)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [36]  [1030/1251]  eta: 0:01:45  lr: 2.980e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0790 (4.6196)  acc1: 33.2031 (28.2527)  acc5: 56.6406 (49.9314)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [36]  [1040/1251]  eta: 0:01:40  lr: 2.980e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.1226 (4.6199)  acc1: 33.2031 (28.2616)  acc5: 53.9062 (49.9381)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [36]  [1050/1251]  eta: 0:01:36  lr: 2.980e-02  img/s: 5.40e+02  pen: 3.5e-02  loss: 4.7531 (4.6213)  acc1: 26.9531 (28.2603)  acc5: 47.2656 (49.9305)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [36]  [1060/1251]  eta: 0:01:31  lr: 2.980e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.6662 (4.6202)  acc1: 30.4688 (28.2745)  acc5: 51.5625 (49.9566)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [36]  [1070/1251]  eta: 0:01:26  lr: 2.980e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.6662 (4.6208)  acc1: 30.8594 (28.2866)  acc5: 51.9531 (49.9730)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [36]  [1080/1251]  eta: 0:01:21  lr: 2.980e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.8881 (4.6224)  acc1: 28.1250 (28.2692)  acc5: 49.6094 (49.9382)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [36]  [1090/1251]  eta: 0:01:16  lr: 2.980e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.9755 (4.6240)  acc1: 25.3906 (28.2492)  acc5: 46.0938 (49.9259)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [36]  [1100/1251]  eta: 0:01:12  lr: 2.980e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.9755 (4.6244)  acc1: 24.6094 (28.2453)  acc5: 48.0469 (49.9198)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [36]  [1110/1251]  eta: 0:01:07  lr: 2.980e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.6107 (4.6243)  acc1: 25.7812 (28.2168)  acc5: 50.3906 (49.8745)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [36]  [1120/1251]  eta: 0:01:02  lr: 2.980e-02  img/s: 5.07e+02  pen: 4.5e-02  loss: 4.6107 (4.6227)  acc1: 31.2500 (28.2456)  acc5: 53.9062 (49.9101)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [36]  [1130/1251]  eta: 0:00:57  lr: 2.980e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.7809 (4.6247)  acc1: 31.2500 (28.2227)  acc5: 53.5156 (49.8812)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [36]  [1140/1251]  eta: 0:00:53  lr: 2.980e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.6294 (4.6234)  acc1: 30.4688 (28.2411)  acc5: 53.1250 (49.9072)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [36]  [1150/1251]  eta: 0:00:48  lr: 2.980e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.7770 (4.6254)  acc1: 30.4688 (28.2122)  acc5: 51.1719 (49.8724)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [36]  [1160/1251]  eta: 0:00:43  lr: 2.980e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.6698 (4.6247)  acc1: 30.4688 (28.2276)  acc5: 52.7344 (49.8829)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [36]  [1170/1251]  eta: 0:00:38  lr: 2.980e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.4048 (4.6248)  acc1: 32.4219 (28.2171)  acc5: 54.2969 (49.8646)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [36]  [1180/1251]  eta: 0:00:33  lr: 2.980e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.0382 (4.6218)  acc1: 32.4219 (28.2566)  acc5: 54.2969 (49.9183)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [36]  [1190/1251]  eta: 0:00:29  lr: 2.980e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.0948 (4.6214)  acc1: 33.5938 (28.2608)  acc5: 58.5938 (49.9301)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [36]  [1200/1251]  eta: 0:00:24  lr: 2.980e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.7297 (4.6223)  acc1: 29.2969 (28.2421)  acc5: 54.2969 (49.9106)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [36]  [1210/1251]  eta: 0:00:19  lr: 2.980e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 5.0142 (4.6236)  acc1: 25.7812 (28.2373)  acc5: 46.4844 (49.8984)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [36]  [1220/1251]  eta: 0:00:14  lr: 2.980e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 4.9930 (4.6245)  acc1: 27.7344 (28.2315)  acc5: 48.0469 (49.8954)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [36]  [1230/1251]  eta: 0:00:10  lr: 2.980e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.9343 (4.6279)  acc1: 27.3438 (28.1894)  acc5: 48.4375 (49.8328)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [36]  [1240/1251]  eta: 0:00:05  lr: 2.980e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.7017 (4.6254)  acc1: 29.6875 (28.2153)  acc5: 53.9062 (49.8731)  time: 0.4744  data: 0.0005  max mem: 42896
Epoch: [36]  [1250/1251]  eta: 0:00:00  lr: 2.980e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.4633 (4.6262)  acc1: 30.4688 (28.1987)  acc5: 52.7344 (49.8461)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [36] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:25  loss: 3.4126 (3.4126)  acc1: 50.7812 (50.7812)  acc5: 76.9531 (76.9531)  time: 2.9750  data: 2.7283  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 41.350 Acc@5 67.552 Loss: 3.655
Test: EMA  [ 0/49]  eta: 0:02:15  loss: nan (nan)  acc1: 4.6875 (4.6875)  acc5: 20.3125 (20.3125)  time: 2.7732  data: 2.5264  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 0.422 Acc@5 1.234 Loss: nan
Epoch: [37]  [   0/1251]  eta: 1:25:58  lr: 2.979e-02  img/s: 5.16e+02  pen: 4.3e-02  loss: 4.1236 (4.1236)  acc1: 37.1094 (37.1094)  acc5: 60.5469 (60.5469)  time: 4.1233  data: 3.6267  max mem: 42896
Epoch: [37]  [  10/1251]  eta: 0:16:47  lr: 2.979e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.8129 (4.7003)  acc1: 30.4688 (27.4858)  acc5: 51.9531 (49.6804)  time: 0.8115  data: 0.3300  max mem: 42896
Epoch: [37]  [  20/1251]  eta: 0:13:20  lr: 2.979e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.3137 (4.5615)  acc1: 31.2500 (29.3527)  acc5: 55.8594 (51.5253)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [37]  [  30/1251]  eta: 0:12:04  lr: 2.979e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.3137 (4.5426)  acc1: 32.4219 (29.5489)  acc5: 55.4688 (51.5877)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [37]  [  40/1251]  eta: 0:11:24  lr: 2.979e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.5221 (4.5966)  acc1: 31.6406 (29.0492)  acc5: 54.2969 (50.8098)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [37]  [  50/1251]  eta: 0:10:57  lr: 2.979e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.7219 (4.6149)  acc1: 28.5156 (28.9369)  acc5: 51.9531 (50.7200)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [37]  [  60/1251]  eta: 0:10:37  lr: 2.979e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.7219 (4.6186)  acc1: 28.5156 (29.0471)  acc5: 51.9531 (50.9413)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [37]  [  70/1251]  eta: 0:10:22  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.3126 (4.5819)  acc1: 34.7656 (29.2088)  acc5: 57.8125 (51.3259)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [37]  [  80/1251]  eta: 0:10:09  lr: 2.979e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.4674 (4.5947)  acc1: 32.8125 (29.2004)  acc5: 56.2500 (51.2153)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [37]  [  90/1251]  eta: 0:09:58  lr: 2.979e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.0776 (4.5685)  acc1: 31.6406 (29.3913)  acc5: 53.1250 (51.5110)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [37]  [ 100/1251]  eta: 0:09:48  lr: 2.979e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.7901 (4.6071)  acc1: 28.5156 (28.6935)  acc5: 52.7344 (50.5415)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [37]  [ 110/1251]  eta: 0:09:39  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.3501 (4.5587)  acc1: 31.2500 (29.2019)  acc5: 53.5156 (51.1261)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [37]  [ 120/1251]  eta: 0:09:31  lr: 2.979e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.1738 (4.5544)  acc1: 33.5938 (29.3808)  acc5: 58.5938 (51.3785)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [37]  [ 130/1251]  eta: 0:09:24  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.4900 (4.5596)  acc1: 32.8125 (29.2343)  acc5: 54.2969 (51.1659)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [37]  [ 140/1251]  eta: 0:09:16  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.9665 (4.5734)  acc1: 25.7812 (28.9533)  acc5: 50.3906 (50.8865)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [37]  [ 150/1251]  eta: 0:09:09  lr: 2.979e-02  img/s: 5.38e+02  pen: 4.9e-02  loss: 4.9781 (4.5726)  acc1: 26.9531 (28.9502)  acc5: 50.3906 (50.8692)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [37]  [ 160/1251]  eta: 0:09:03  lr: 2.979e-02  img/s: 4.99e+02  pen: 3.5e-02  loss: 4.8530 (4.5854)  acc1: 29.2969 (28.9863)  acc5: 52.3438 (50.9729)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [37]  [ 170/1251]  eta: 0:08:56  lr: 2.979e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.8530 (4.5797)  acc1: 29.2969 (28.9200)  acc5: 52.3438 (50.9914)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [37]  [ 180/1251]  eta: 0:08:50  lr: 2.979e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.5659 (4.5797)  acc1: 29.2969 (28.8350)  acc5: 51.9531 (50.9582)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [37]  [ 190/1251]  eta: 0:08:44  lr: 2.979e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 4.5659 (4.5747)  acc1: 30.0781 (28.9369)  acc5: 50.7812 (51.0430)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [37]  [ 200/1251]  eta: 0:08:38  lr: 2.979e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.9416 (4.5640)  acc1: 32.0312 (28.9918)  acc5: 55.4688 (51.1524)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [37]  [ 210/1251]  eta: 0:08:32  lr: 2.979e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.8849 (4.5893)  acc1: 27.3438 (28.6989)  acc5: 49.2188 (50.7553)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [37]  [ 220/1251]  eta: 0:08:26  lr: 2.979e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 5.0715 (4.5947)  acc1: 25.0000 (28.7224)  acc5: 49.2188 (50.7883)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [37]  [ 230/1251]  eta: 0:08:21  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.9927 (4.6039)  acc1: 26.5625 (28.5697)  acc5: 49.2188 (50.5682)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [37]  [ 240/1251]  eta: 0:08:15  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.5797 (4.6010)  acc1: 27.3438 (28.6064)  acc5: 53.1250 (50.6354)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [37]  [ 250/1251]  eta: 0:08:10  lr: 2.979e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.5455 (4.6037)  acc1: 31.2500 (28.6090)  acc5: 55.4688 (50.5758)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [37]  [ 260/1251]  eta: 0:08:04  lr: 2.979e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.6440 (4.6007)  acc1: 30.8594 (28.6473)  acc5: 51.5625 (50.6226)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [37]  [ 270/1251]  eta: 0:07:59  lr: 2.979e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 5.0004 (4.6228)  acc1: 23.4375 (28.3989)  acc5: 47.6562 (50.3041)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [37]  [ 280/1251]  eta: 0:07:54  lr: 2.979e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 5.1312 (4.6207)  acc1: 23.4375 (28.4169)  acc5: 46.0938 (50.3406)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [37]  [ 290/1251]  eta: 0:07:48  lr: 2.979e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4617 (4.6161)  acc1: 30.8594 (28.4740)  acc5: 56.2500 (50.4349)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [37]  [ 300/1251]  eta: 0:07:43  lr: 2.979e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.1591 (4.6089)  acc1: 33.5938 (28.5766)  acc5: 58.2031 (50.5477)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [37]  [ 310/1251]  eta: 0:07:38  lr: 2.979e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.7528 (4.6189)  acc1: 28.5156 (28.5558)  acc5: 53.1250 (50.5652)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [37]  [ 320/1251]  eta: 0:07:33  lr: 2.979e-02  img/s: 4.96e+02  pen: 4.2e-02  loss: 4.9592 (4.6273)  acc1: 26.9531 (28.4536)  acc5: 51.9531 (50.4174)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [37]  [ 330/1251]  eta: 0:07:27  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.9193 (4.6298)  acc1: 27.7344 (28.4141)  acc5: 48.0469 (50.3434)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [37]  [ 340/1251]  eta: 0:07:22  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.9193 (4.6269)  acc1: 30.0781 (28.4561)  acc5: 48.0469 (50.3643)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [37]  [ 350/1251]  eta: 0:07:17  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6822 (4.6261)  acc1: 31.2500 (28.5101)  acc5: 52.7344 (50.3984)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [37]  [ 360/1251]  eta: 0:07:12  lr: 2.979e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.6822 (4.6221)  acc1: 31.2500 (28.5730)  acc5: 54.2969 (50.5053)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [37]  [ 370/1251]  eta: 0:07:07  lr: 2.979e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.3514 (4.6175)  acc1: 30.4688 (28.6041)  acc5: 54.2969 (50.5475)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [37]  [ 380/1251]  eta: 0:07:02  lr: 2.979e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.4546 (4.6175)  acc1: 30.4688 (28.5802)  acc5: 53.5156 (50.5649)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [37]  [ 390/1251]  eta: 0:06:57  lr: 2.979e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 4.8046 (4.6272)  acc1: 26.9531 (28.5196)  acc5: 50.7812 (50.4496)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [37]  [ 400/1251]  eta: 0:06:52  lr: 2.979e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.0089 (4.6256)  acc1: 25.7812 (28.5069)  acc5: 48.8281 (50.4802)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [37]  [ 410/1251]  eta: 0:06:47  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3977 (4.6199)  acc1: 30.4688 (28.5993)  acc5: 53.1250 (50.5731)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [37]  [ 420/1251]  eta: 0:06:42  lr: 2.979e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.5792 (4.6231)  acc1: 29.6875 (28.5314)  acc5: 53.1250 (50.4964)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [37]  [ 430/1251]  eta: 0:06:37  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.6290 (4.6205)  acc1: 29.6875 (28.5809)  acc5: 50.7812 (50.5637)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [37]  [ 440/1251]  eta: 0:06:32  lr: 2.979e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.6290 (4.6205)  acc1: 28.9062 (28.5519)  acc5: 52.7344 (50.5713)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [37]  [ 450/1251]  eta: 0:06:27  lr: 2.979e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.9042 (4.6206)  acc1: 28.5156 (28.5373)  acc5: 51.9531 (50.5630)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [37]  [ 460/1251]  eta: 0:06:22  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.9042 (4.6179)  acc1: 29.6875 (28.5699)  acc5: 51.5625 (50.6092)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [37]  [ 470/1251]  eta: 0:06:17  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.5331 (4.6168)  acc1: 29.6875 (28.5737)  acc5: 53.5156 (50.6320)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [37]  [ 480/1251]  eta: 0:06:12  lr: 2.979e-02  img/s: 5.07e+02  pen: 4.0e-02  loss: 4.5331 (4.6164)  acc1: 30.0781 (28.5822)  acc5: 53.5156 (50.6180)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [37]  [ 490/1251]  eta: 0:06:07  lr: 2.979e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.3965 (4.6141)  acc1: 30.8594 (28.6055)  acc5: 57.8125 (50.6197)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [37]  [ 500/1251]  eta: 0:06:02  lr: 2.979e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2210 (4.6085)  acc1: 30.8594 (28.6599)  acc5: 57.8125 (50.6892)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [37]  [ 510/1251]  eta: 0:05:57  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.1595 (4.6064)  acc1: 32.8125 (28.6647)  acc5: 55.0781 (50.6888)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [37]  [ 520/1251]  eta: 0:05:52  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.1595 (4.6032)  acc1: 33.2031 (28.7151)  acc5: 55.0781 (50.7453)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [37]  [ 530/1251]  eta: 0:05:47  lr: 2.979e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.6824 (4.6079)  acc1: 30.8594 (28.6995)  acc5: 52.7344 (50.6967)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [37]  [ 540/1251]  eta: 0:05:42  lr: 2.979e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.6625 (4.6046)  acc1: 32.0312 (28.7416)  acc5: 53.5156 (50.7386)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [37]  [ 550/1251]  eta: 0:05:37  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4408 (4.6050)  acc1: 32.0312 (28.7765)  acc5: 55.4688 (50.7671)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [37]  [ 560/1251]  eta: 0:05:32  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2573 (4.6025)  acc1: 30.4688 (28.7928)  acc5: 54.6875 (50.7952)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [37]  [ 570/1251]  eta: 0:05:28  lr: 2.979e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.5996 (4.6082)  acc1: 30.4688 (28.7113)  acc5: 52.3438 (50.6650)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [37]  [ 580/1251]  eta: 0:05:23  lr: 2.979e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 5.3201 (4.6198)  acc1: 19.5312 (28.5600)  acc5: 38.6719 (50.4518)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [37]  [ 590/1251]  eta: 0:05:18  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.0583 (4.6184)  acc1: 25.3906 (28.5771)  acc5: 48.0469 (50.4607)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [37]  [ 600/1251]  eta: 0:05:13  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.9268 (4.6116)  acc1: 32.0312 (28.6183)  acc5: 58.5938 (50.5499)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [37]  [ 610/1251]  eta: 0:05:08  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9268 (4.6114)  acc1: 32.0312 (28.6179)  acc5: 58.2031 (50.5466)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [37]  [ 620/1251]  eta: 0:05:03  lr: 2.979e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.6932 (4.6125)  acc1: 28.1250 (28.6207)  acc5: 51.5625 (50.5384)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [37]  [ 630/1251]  eta: 0:04:58  lr: 2.979e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.5212 (4.6089)  acc1: 31.6406 (28.6531)  acc5: 53.9062 (50.5541)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [37]  [ 640/1251]  eta: 0:04:53  lr: 2.979e-02  img/s: 5.09e+02  pen: 4.1e-02  loss: 4.6586 (4.6121)  acc1: 32.4219 (28.6491)  acc5: 51.1719 (50.4985)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [37]  [ 650/1251]  eta: 0:04:49  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.9365 (4.6100)  acc1: 29.2969 (28.6728)  acc5: 49.2188 (50.5172)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [37]  [ 660/1251]  eta: 0:04:44  lr: 2.979e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.8506 (4.6130)  acc1: 29.2969 (28.6527)  acc5: 52.7344 (50.5076)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [37]  [ 670/1251]  eta: 0:04:39  lr: 2.979e-02  img/s: 5.39e+02  pen: 3.6e-02  loss: 4.8506 (4.6119)  acc1: 29.2969 (28.6670)  acc5: 53.5156 (50.5350)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [37]  [ 680/1251]  eta: 0:04:34  lr: 2.979e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.5133 (4.6097)  acc1: 31.6406 (28.6768)  acc5: 56.2500 (50.5575)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [37]  [ 690/1251]  eta: 0:04:29  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3263 (4.6096)  acc1: 28.9062 (28.6767)  acc5: 54.6875 (50.5664)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [37]  [ 700/1251]  eta: 0:04:24  lr: 2.979e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.8338 (4.6123)  acc1: 26.1719 (28.6466)  acc5: 47.2656 (50.5076)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [37]  [ 710/1251]  eta: 0:04:19  lr: 2.979e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.9470 (4.6134)  acc1: 26.9531 (28.6502)  acc5: 49.6094 (50.5170)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [37]  [ 720/1251]  eta: 0:04:15  lr: 2.979e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.9175 (4.6140)  acc1: 29.2969 (28.6435)  acc5: 50.3906 (50.5217)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [37]  [ 730/1251]  eta: 0:04:10  lr: 2.979e-02  img/s: 5.37e+02  pen: 4.3e-02  loss: 4.7806 (4.6175)  acc1: 28.5156 (28.6134)  acc5: 48.4375 (50.4788)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [37]  [ 740/1251]  eta: 0:04:05  lr: 2.979e-02  img/s: 5.41e+02  pen: 3.5e-02  loss: 4.6668 (4.6166)  acc1: 28.9062 (28.6279)  acc5: 49.6094 (50.5034)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [37]  [ 750/1251]  eta: 0:04:00  lr: 2.979e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.3592 (4.6181)  acc1: 32.0312 (28.6524)  acc5: 54.6875 (50.5045)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [37]  [ 760/1251]  eta: 0:03:55  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.8409 (4.6209)  acc1: 29.6875 (28.6080)  acc5: 50.3906 (50.4522)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [37]  [ 770/1251]  eta: 0:03:50  lr: 2.979e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.5472 (4.6155)  acc1: 30.8594 (28.6560)  acc5: 53.5156 (50.5345)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [37]  [ 780/1251]  eta: 0:03:46  lr: 2.979e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.3352 (4.6167)  acc1: 31.6406 (28.6602)  acc5: 55.8594 (50.5302)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [37]  [ 790/1251]  eta: 0:03:41  lr: 2.979e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.8784 (4.6196)  acc1: 27.7344 (28.6238)  acc5: 49.6094 (50.4820)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [37]  [ 800/1251]  eta: 0:03:36  lr: 2.979e-02  img/s: 5.07e+02  pen: 4.5e-02  loss: 5.0631 (4.6209)  acc1: 26.1719 (28.6127)  acc5: 49.6094 (50.4584)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [37]  [ 810/1251]  eta: 0:03:31  lr: 2.979e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 5.0273 (4.6245)  acc1: 23.4375 (28.5508)  acc5: 44.9219 (50.3767)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [37]  [ 820/1251]  eta: 0:03:26  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4630 (4.6205)  acc1: 25.7812 (28.5732)  acc5: 46.8750 (50.4039)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [37]  [ 830/1251]  eta: 0:03:21  lr: 2.979e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.1927 (4.6196)  acc1: 33.2031 (28.5852)  acc5: 57.8125 (50.4259)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [37]  [ 840/1251]  eta: 0:03:17  lr: 2.979e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.5830 (4.6207)  acc1: 31.2500 (28.5732)  acc5: 56.2500 (50.4101)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [37]  [ 850/1251]  eta: 0:03:12  lr: 2.979e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.5889 (4.6195)  acc1: 31.2500 (28.5840)  acc5: 52.7344 (50.4283)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [37]  [ 860/1251]  eta: 0:03:07  lr: 2.979e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.2047 (4.6177)  acc1: 32.8125 (28.6064)  acc5: 53.9062 (50.4360)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [37]  [ 870/1251]  eta: 0:03:02  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.1284 (4.6153)  acc1: 31.2500 (28.6264)  acc5: 55.4688 (50.4453)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [37]  [ 880/1251]  eta: 0:02:57  lr: 2.979e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.6648 (4.6169)  acc1: 29.6875 (28.6043)  acc5: 49.6094 (50.4225)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [37]  [ 890/1251]  eta: 0:02:53  lr: 2.979e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.6648 (4.6140)  acc1: 30.4688 (28.6428)  acc5: 53.5156 (50.4660)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [37]  [ 900/1251]  eta: 0:02:48  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.7323 (4.6185)  acc1: 30.4688 (28.6223)  acc5: 52.3438 (50.4348)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [37]  [ 910/1251]  eta: 0:02:43  lr: 2.979e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.8776 (4.6181)  acc1: 27.7344 (28.6254)  acc5: 47.2656 (50.4288)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [37]  [ 920/1251]  eta: 0:02:38  lr: 2.979e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.6153 (4.6176)  acc1: 31.2500 (28.6352)  acc5: 53.9062 (50.4292)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [37]  [ 930/1251]  eta: 0:02:33  lr: 2.979e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 4.9534 (4.6193)  acc1: 29.2969 (28.6033)  acc5: 49.6094 (50.4028)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [37]  [ 940/1251]  eta: 0:02:29  lr: 2.979e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.4606 (4.6156)  acc1: 31.2500 (28.6431)  acc5: 53.9062 (50.4699)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [37]  [ 950/1251]  eta: 0:02:24  lr: 2.979e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.4606 (4.6170)  acc1: 31.2500 (28.6204)  acc5: 55.8594 (50.4514)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [37]  [ 960/1251]  eta: 0:02:19  lr: 2.979e-02  img/s: 5.10e+02  pen: 4.2e-02  loss: 4.9926 (4.6193)  acc1: 27.3438 (28.6124)  acc5: 50.0000 (50.4053)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [37]  [ 970/1251]  eta: 0:02:14  lr: 2.979e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.9926 (4.6176)  acc1: 30.8594 (28.6279)  acc5: 51.1719 (50.4309)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [37]  [ 980/1251]  eta: 0:02:09  lr: 2.979e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.3625 (4.6160)  acc1: 32.0312 (28.6526)  acc5: 55.0781 (50.4695)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [37]  [ 990/1251]  eta: 0:02:04  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.9089 (4.6187)  acc1: 28.9062 (28.6197)  acc5: 50.0000 (50.4360)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [37]  [1000/1251]  eta: 0:02:00  lr: 2.979e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.8079 (4.6185)  acc1: 29.2969 (28.6343)  acc5: 50.0000 (50.4304)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [37]  [1010/1251]  eta: 0:01:55  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.4682 (4.6168)  acc1: 32.0312 (28.6551)  acc5: 54.2969 (50.4675)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [37]  [1020/1251]  eta: 0:01:50  lr: 2.979e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3934 (4.6146)  acc1: 31.2500 (28.6828)  acc5: 56.6406 (50.5046)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [37]  [1030/1251]  eta: 0:01:45  lr: 2.979e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.5964 (4.6167)  acc1: 30.4688 (28.6558)  acc5: 54.2969 (50.4573)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [37]  [1040/1251]  eta: 0:01:41  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.0700 (4.6177)  acc1: 26.9531 (28.6601)  acc5: 46.8750 (50.4608)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [37]  [1050/1251]  eta: 0:01:36  lr: 2.979e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.8308 (4.6161)  acc1: 28.5156 (28.6940)  acc5: 51.1719 (50.4988)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [37]  [1060/1251]  eta: 0:01:31  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.5810 (4.6166)  acc1: 29.6875 (28.6942)  acc5: 53.9062 (50.5106)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [37]  [1070/1251]  eta: 0:01:26  lr: 2.979e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.5690 (4.6162)  acc1: 31.6406 (28.7093)  acc5: 55.4688 (50.5336)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [37]  [1080/1251]  eta: 0:01:21  lr: 2.979e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.6344 (4.6170)  acc1: 30.8594 (28.7010)  acc5: 53.5156 (50.5229)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [37]  [1090/1251]  eta: 0:01:17  lr: 2.979e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.7900 (4.6172)  acc1: 29.2969 (28.7226)  acc5: 52.7344 (50.5528)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [37]  [1100/1251]  eta: 0:01:12  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.8490 (4.6186)  acc1: 29.2969 (28.7022)  acc5: 51.9531 (50.5315)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [37]  [1110/1251]  eta: 0:01:07  lr: 2.979e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.4534 (4.6167)  acc1: 29.6875 (28.7322)  acc5: 54.2969 (50.5738)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [37]  [1120/1251]  eta: 0:01:02  lr: 2.979e-02  img/s: 5.04e+02  pen: 4.2e-02  loss: 4.8264 (4.6205)  acc1: 26.9531 (28.6804)  acc5: 51.5625 (50.5101)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [37]  [1130/1251]  eta: 0:00:57  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.8159 (4.6189)  acc1: 25.3906 (28.6887)  acc5: 49.6094 (50.5219)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [37]  [1140/1251]  eta: 0:00:53  lr: 2.979e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 3.9463 (4.6184)  acc1: 26.5625 (28.6745)  acc5: 51.1719 (50.5084)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [37]  [1150/1251]  eta: 0:00:48  lr: 2.979e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.7787 (4.6177)  acc1: 27.7344 (28.6911)  acc5: 48.4375 (50.5338)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [37]  [1160/1251]  eta: 0:00:43  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.7787 (4.6170)  acc1: 27.7344 (28.6966)  acc5: 50.7812 (50.5212)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [37]  [1170/1251]  eta: 0:00:38  lr: 2.979e-02  img/s: 5.39e+02  pen: 3.7e-02  loss: 4.3213 (4.6167)  acc1: 31.2500 (28.6971)  acc5: 54.2969 (50.5314)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [37]  [1180/1251]  eta: 0:00:33  lr: 2.979e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.3213 (4.6158)  acc1: 31.2500 (28.6982)  acc5: 54.6875 (50.5418)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [37]  [1190/1251]  eta: 0:00:29  lr: 2.979e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.0401 (4.6119)  acc1: 34.3750 (28.7278)  acc5: 55.8594 (50.5638)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [37]  [1200/1251]  eta: 0:00:24  lr: 2.979e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.0401 (4.6125)  acc1: 32.4219 (28.6932)  acc5: 55.8594 (50.5302)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [37]  [1210/1251]  eta: 0:00:19  lr: 2.979e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.9461 (4.6138)  acc1: 24.6094 (28.6869)  acc5: 51.1719 (50.5297)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [37]  [1220/1251]  eta: 0:00:14  lr: 2.979e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.7232 (4.6129)  acc1: 26.5625 (28.6935)  acc5: 51.1719 (50.5416)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [37]  [1230/1251]  eta: 0:00:10  lr: 2.979e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.0825 (4.6112)  acc1: 33.5938 (28.7057)  acc5: 56.6406 (50.5613)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [37]  [1240/1251]  eta: 0:00:05  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.7340 (4.6136)  acc1: 28.1250 (28.6733)  acc5: 51.5625 (50.5165)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [37]  [1250/1251]  eta: 0:00:00  lr: 2.979e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.1780 (4.6176)  acc1: 22.2656 (28.6112)  acc5: 39.8438 (50.4293)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [37] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:46  loss: 3.1382 (3.1382)  acc1: 57.4219 (57.4219)  acc5: 82.4219 (82.4219)  time: 3.3895  data: 3.1358  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 41.586 Acc@5 67.630 Loss: 3.742
Test: EMA  [ 0/49]  eta: 0:02:40  loss: nan (nan)  acc1: 4.6875 (4.6875)  acc5: 20.7031 (20.7031)  time: 3.2830  data: 3.0296  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 0.378 Acc@5 1.150 Loss: nan
Epoch: [38]  [   0/1251]  eta: 1:15:24  lr: 2.977e-02  img/s: 5.05e+02  pen: 4.3e-02  loss: 4.7852 (4.7852)  acc1: 28.9062 (28.9062)  acc5: 52.7344 (52.7344)  time: 3.6170  data: 3.1101  max mem: 42896
Epoch: [38]  [  10/1251]  eta: 0:15:41  lr: 2.977e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.6649 (4.6220)  acc1: 28.9062 (29.5810)  acc5: 52.7344 (50.1065)  time: 0.7591  data: 0.2830  max mem: 42896
Epoch: [38]  [  20/1251]  eta: 0:12:47  lr: 2.977e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.6649 (4.6712)  acc1: 28.9062 (29.5945)  acc5: 50.7812 (50.4650)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [38]  [  30/1251]  eta: 0:11:41  lr: 2.977e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.4474 (4.5895)  acc1: 33.2031 (29.6371)  acc5: 52.3438 (50.7939)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [38]  [  40/1251]  eta: 0:11:07  lr: 2.977e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.4474 (4.6555)  acc1: 27.3438 (28.8014)  acc5: 49.6094 (49.7999)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [38]  [  50/1251]  eta: 0:10:43  lr: 2.977e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.7143 (4.6099)  acc1: 29.6875 (29.2203)  acc5: 53.1250 (50.5591)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [38]  [  60/1251]  eta: 0:10:25  lr: 2.977e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.6424 (4.5970)  acc1: 31.6406 (29.5146)  acc5: 53.9062 (51.3512)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [38]  [  70/1251]  eta: 0:10:12  lr: 2.977e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.6118 (4.5940)  acc1: 33.2031 (29.3629)  acc5: 53.1250 (51.0013)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [38]  [  80/1251]  eta: 0:10:00  lr: 2.977e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.9144 (4.6376)  acc1: 24.2188 (28.5349)  acc5: 44.9219 (49.9518)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [38]  [  90/1251]  eta: 0:09:50  lr: 2.977e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.5409 (4.6300)  acc1: 26.5625 (28.7131)  acc5: 50.3906 (50.2189)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [38]  [ 100/1251]  eta: 0:09:41  lr: 2.977e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.3613 (4.6248)  acc1: 32.8125 (28.8985)  acc5: 54.2969 (50.3906)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [38]  [ 110/1251]  eta: 0:09:33  lr: 2.977e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.5970 (4.6321)  acc1: 30.8594 (28.7338)  acc5: 52.3438 (50.0633)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [38]  [ 120/1251]  eta: 0:09:25  lr: 2.977e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.8054 (4.6393)  acc1: 30.0781 (28.8029)  acc5: 50.7812 (50.1743)  time: 0.4733  data: 0.0004  max mem: 42896
Epoch: [38]  [ 130/1251]  eta: 0:09:18  lr: 2.977e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.9541 (4.6689)  acc1: 26.5625 (28.4441)  acc5: 48.0469 (49.7376)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [38]  [ 140/1251]  eta: 0:09:11  lr: 2.977e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.2359 (4.6718)  acc1: 22.2656 (28.2968)  acc5: 42.5781 (49.5484)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [38]  [ 150/1251]  eta: 0:09:05  lr: 2.977e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5714 (4.6613)  acc1: 30.8594 (28.4898)  acc5: 53.1250 (49.6715)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [38]  [ 160/1251]  eta: 0:08:59  lr: 2.977e-02  img/s: 4.99e+02  pen: 4.2e-02  loss: 4.5714 (4.6651)  acc1: 28.1250 (28.3822)  acc5: 52.7344 (49.5851)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [38]  [ 170/1251]  eta: 0:08:52  lr: 2.977e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.5183 (4.6538)  acc1: 30.0781 (28.4791)  acc5: 52.7344 (49.7738)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [38]  [ 180/1251]  eta: 0:08:46  lr: 2.977e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.1509 (4.6470)  acc1: 32.0312 (28.5631)  acc5: 57.8125 (49.9525)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [38]  [ 190/1251]  eta: 0:08:40  lr: 2.977e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.1509 (4.6358)  acc1: 33.2031 (28.6261)  acc5: 57.8125 (50.0961)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [38]  [ 200/1251]  eta: 0:08:35  lr: 2.977e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.7083 (4.6489)  acc1: 30.4688 (28.5351)  acc5: 52.3438 (49.9631)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [38]  [ 210/1251]  eta: 0:08:29  lr: 2.977e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.7083 (4.6379)  acc1: 28.5156 (28.5823)  acc5: 52.3438 (50.0981)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [38]  [ 220/1251]  eta: 0:08:23  lr: 2.977e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.5380 (4.6412)  acc1: 29.2969 (28.4944)  acc5: 54.6875 (50.0018)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [38]  [ 230/1251]  eta: 0:08:18  lr: 2.977e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.7957 (4.6438)  acc1: 25.7812 (28.4175)  acc5: 49.2188 (49.9307)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [38]  [ 240/1251]  eta: 0:08:13  lr: 2.977e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.9905 (4.6513)  acc1: 25.7812 (28.2790)  acc5: 48.0469 (49.8006)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [38]  [ 250/1251]  eta: 0:08:07  lr: 2.977e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.2594 (4.6335)  acc1: 32.4219 (28.4907)  acc5: 56.2500 (50.0996)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [38]  [ 260/1251]  eta: 0:08:02  lr: 2.977e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.4536 (4.6400)  acc1: 32.4219 (28.4318)  acc5: 56.2500 (50.0554)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [38]  [ 270/1251]  eta: 0:07:57  lr: 2.977e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.8143 (4.6395)  acc1: 28.1250 (28.4363)  acc5: 48.8281 (50.0649)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [38]  [ 280/1251]  eta: 0:07:51  lr: 2.977e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.0744 (4.6556)  acc1: 25.0000 (28.2390)  acc5: 46.8750 (49.8763)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [38]  [ 290/1251]  eta: 0:07:46  lr: 2.977e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 5.0483 (4.6499)  acc1: 25.0000 (28.3438)  acc5: 47.6562 (49.9906)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [38]  [ 300/1251]  eta: 0:07:41  lr: 2.977e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.9630 (4.6620)  acc1: 28.5156 (28.2937)  acc5: 49.2188 (49.8884)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [38]  [ 310/1251]  eta: 0:07:36  lr: 2.977e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 5.2247 (4.6681)  acc1: 23.0469 (28.1250)  acc5: 46.4844 (49.6634)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [38]  [ 320/1251]  eta: 0:07:31  lr: 2.977e-02  img/s: 5.09e+02  pen: 4.2e-02  loss: 4.8964 (4.6638)  acc1: 27.3438 (28.2029)  acc5: 49.2188 (49.7116)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [38]  [ 330/1251]  eta: 0:07:26  lr: 2.977e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.6522 (4.6676)  acc1: 28.9062 (28.1179)  acc5: 52.7344 (49.6672)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [38]  [ 340/1251]  eta: 0:07:20  lr: 2.977e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.3797 (4.6583)  acc1: 30.0781 (28.2292)  acc5: 55.4688 (49.8373)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [38]  [ 350/1251]  eta: 0:07:15  lr: 2.977e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.1756 (4.6529)  acc1: 32.8125 (28.3075)  acc5: 57.0312 (49.8976)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [38]  [ 360/1251]  eta: 0:07:10  lr: 2.977e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.4867 (4.6509)  acc1: 30.4688 (28.3425)  acc5: 54.2969 (49.9253)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [38]  [ 370/1251]  eta: 0:07:05  lr: 2.977e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.5156 (4.6465)  acc1: 30.4688 (28.4251)  acc5: 53.9062 (50.0442)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [38]  [ 380/1251]  eta: 0:07:00  lr: 2.977e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.2584 (4.6419)  acc1: 30.8594 (28.4428)  acc5: 55.8594 (50.1558)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [38]  [ 390/1251]  eta: 0:06:55  lr: 2.977e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.4725 (4.6400)  acc1: 30.4688 (28.4906)  acc5: 55.8594 (50.2038)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [38]  [ 400/1251]  eta: 0:06:50  lr: 2.977e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.5754 (4.6423)  acc1: 28.9062 (28.4513)  acc5: 51.1719 (50.1510)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [38]  [ 410/1251]  eta: 0:06:45  lr: 2.977e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.5072 (4.6377)  acc1: 30.0781 (28.4919)  acc5: 53.9062 (50.2043)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [38]  [ 420/1251]  eta: 0:06:40  lr: 2.977e-02  img/s: 5.37e+02  pen: 4.3e-02  loss: 4.3298 (4.6297)  acc1: 35.1562 (28.6066)  acc5: 56.2500 (50.3424)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [38]  [ 430/1251]  eta: 0:06:35  lr: 2.977e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.3298 (4.6269)  acc1: 32.8125 (28.6461)  acc5: 57.0312 (50.4459)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [38]  [ 440/1251]  eta: 0:06:30  lr: 2.977e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.5738 (4.6199)  acc1: 32.0312 (28.7442)  acc5: 54.2969 (50.5802)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [38]  [ 450/1251]  eta: 0:06:25  lr: 2.977e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.6367 (4.6221)  acc1: 30.0781 (28.7495)  acc5: 53.5156 (50.5699)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [38]  [ 460/1251]  eta: 0:06:20  lr: 2.977e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.7016 (4.6245)  acc1: 28.9062 (28.7351)  acc5: 51.9531 (50.5287)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [38]  [ 470/1251]  eta: 0:06:16  lr: 2.977e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.8981 (4.6277)  acc1: 28.9062 (28.7064)  acc5: 47.2656 (50.4694)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [38]  [ 480/1251]  eta: 0:06:11  lr: 2.977e-02  img/s: 5.07e+02  pen: 4.5e-02  loss: 4.9621 (4.6263)  acc1: 25.7812 (28.7065)  acc5: 48.8281 (50.4783)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [38]  [ 490/1251]  eta: 0:06:06  lr: 2.977e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.4209 (4.6222)  acc1: 29.2969 (28.7463)  acc5: 52.3438 (50.5060)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [38]  [ 500/1251]  eta: 0:06:01  lr: 2.977e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.8527 (4.6176)  acc1: 32.8125 (28.7955)  acc5: 53.9062 (50.5497)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [38]  [ 510/1251]  eta: 0:05:56  lr: 2.977e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.8293 (4.6246)  acc1: 30.0781 (28.7213)  acc5: 51.9531 (50.4571)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [38]  [ 520/1251]  eta: 0:05:51  lr: 2.977e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.8772 (4.6280)  acc1: 29.6875 (28.7173)  acc5: 53.1250 (50.4559)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [38]  [ 530/1251]  eta: 0:05:46  lr: 2.977e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.2490 (4.6221)  acc1: 32.0312 (28.7738)  acc5: 55.0781 (50.5414)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [38]  [ 540/1251]  eta: 0:05:41  lr: 2.977e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 3.9307 (4.6203)  acc1: 34.7656 (28.8059)  acc5: 57.4219 (50.5589)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [38]  [ 550/1251]  eta: 0:05:36  lr: 2.977e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.6041 (4.6183)  acc1: 33.5938 (28.8722)  acc5: 57.0312 (50.6402)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [38]  [ 560/1251]  eta: 0:05:32  lr: 2.977e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.8375 (4.6238)  acc1: 28.9062 (28.8178)  acc5: 52.7344 (50.5724)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [38]  [ 570/1251]  eta: 0:05:27  lr: 2.977e-02  img/s: 5.37e+02  pen: 4.8e-02  loss: 4.0273 (4.6182)  acc1: 28.9062 (28.8406)  acc5: 47.6562 (50.6191)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [38]  [ 580/1251]  eta: 0:05:22  lr: 2.977e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.9436 (4.6142)  acc1: 34.7656 (28.8720)  acc5: 58.2031 (50.6327)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [38]  [ 590/1251]  eta: 0:05:17  lr: 2.977e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.0560 (4.6131)  acc1: 31.6406 (28.8547)  acc5: 57.4219 (50.6418)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [38]  [ 600/1251]  eta: 0:05:12  lr: 2.977e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.2783 (4.6099)  acc1: 29.6875 (28.8744)  acc5: 55.0781 (50.6740)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [38]  [ 610/1251]  eta: 0:05:07  lr: 2.977e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.5100 (4.6110)  acc1: 28.1250 (28.8743)  acc5: 52.7344 (50.7013)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [38]  [ 620/1251]  eta: 0:05:02  lr: 2.977e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.7269 (4.6122)  acc1: 28.1250 (28.8880)  acc5: 52.7344 (50.7215)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [38]  [ 630/1251]  eta: 0:04:58  lr: 2.977e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.7269 (4.6152)  acc1: 30.4688 (28.8765)  acc5: 52.7344 (50.6989)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [38]  [ 640/1251]  eta: 0:04:53  lr: 2.977e-02  img/s: 5.01e+02  pen: 4.4e-02  loss: 4.7825 (4.6165)  acc1: 30.4688 (28.8685)  acc5: 51.5625 (50.6892)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [38]  [ 650/1251]  eta: 0:04:48  lr: 2.977e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.3096 (4.6138)  acc1: 32.4219 (28.9201)  acc5: 56.6406 (50.7500)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [38]  [ 660/1251]  eta: 0:04:43  lr: 2.977e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.2265 (4.6133)  acc1: 33.5938 (28.9228)  acc5: 55.4688 (50.7517)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [38]  [ 670/1251]  eta: 0:04:38  lr: 2.977e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.7107 (4.6164)  acc1: 28.1250 (28.8888)  acc5: 51.9531 (50.7178)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [38]  [ 680/1251]  eta: 0:04:33  lr: 2.977e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6957 (4.6106)  acc1: 30.0781 (28.9584)  acc5: 52.7344 (50.7973)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [38]  [ 690/1251]  eta: 0:04:28  lr: 2.977e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.3915 (4.6116)  acc1: 31.2500 (28.9532)  acc5: 55.0781 (50.7943)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [38]  [ 700/1251]  eta: 0:04:24  lr: 2.977e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.5523 (4.6118)  acc1: 28.9062 (28.9079)  acc5: 49.6094 (50.7695)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [38]  [ 710/1251]  eta: 0:04:19  lr: 2.977e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.7601 (4.6134)  acc1: 25.0000 (28.8826)  acc5: 45.3125 (50.7225)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [38]  [ 720/1251]  eta: 0:04:14  lr: 2.977e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.7121 (4.6137)  acc1: 31.2500 (28.8997)  acc5: 53.1250 (50.7493)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [38]  [ 730/1251]  eta: 0:04:09  lr: 2.977e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.6524 (4.6140)  acc1: 32.8125 (28.9260)  acc5: 53.9062 (50.7503)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [38]  [ 740/1251]  eta: 0:04:04  lr: 2.977e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.3681 (4.6126)  acc1: 31.6406 (28.9458)  acc5: 52.3438 (50.7707)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [38]  [ 750/1251]  eta: 0:04:00  lr: 2.977e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.3793 (4.6118)  acc1: 31.2500 (28.9577)  acc5: 55.0781 (50.7854)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [38]  [ 760/1251]  eta: 0:03:55  lr: 2.977e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.4006 (4.6103)  acc1: 31.2500 (28.9797)  acc5: 55.0781 (50.8310)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [38]  [ 770/1251]  eta: 0:03:50  lr: 2.977e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.4431 (4.6106)  acc1: 31.2500 (28.9620)  acc5: 54.6875 (50.7858)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [38]  [ 780/1251]  eta: 0:03:45  lr: 2.977e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.5747 (4.6099)  acc1: 31.2500 (28.9288)  acc5: 50.0000 (50.7502)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [38]  [ 790/1251]  eta: 0:03:40  lr: 2.977e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.5511 (4.6099)  acc1: 31.2500 (28.9413)  acc5: 55.0781 (50.7738)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [38]  [ 800/1251]  eta: 0:03:35  lr: 2.977e-02  img/s: 4.91e+02  pen: 4.2e-02  loss: 4.5089 (4.6088)  acc1: 32.4219 (28.9667)  acc5: 55.0781 (50.7900)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [38]  [ 810/1251]  eta: 0:03:31  lr: 2.977e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.4804 (4.6091)  acc1: 32.4219 (28.9486)  acc5: 55.0781 (50.7615)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [38]  [ 820/1251]  eta: 0:03:26  lr: 2.977e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.3941 (4.6094)  acc1: 26.1719 (28.9291)  acc5: 49.6094 (50.7337)  time: 0.4730  data: 0.0003  max mem: 42896
Epoch: [38]  [ 830/1251]  eta: 0:03:21  lr: 2.977e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.2051 (4.6141)  acc1: 19.1406 (28.8174)  acc5: 36.7188 (50.5881)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [38]  [ 840/1251]  eta: 0:03:16  lr: 2.977e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.7036 (4.6133)  acc1: 28.1250 (28.8213)  acc5: 48.0469 (50.6020)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [38]  [ 850/1251]  eta: 0:03:11  lr: 2.977e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.3616 (4.6088)  acc1: 32.0312 (28.8755)  acc5: 56.2500 (50.6876)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [38]  [ 860/1251]  eta: 0:03:07  lr: 2.977e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.0653 (4.6054)  acc1: 33.5938 (28.8949)  acc5: 58.2031 (50.7313)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [38]  [ 870/1251]  eta: 0:03:02  lr: 2.977e-02  img/s: 5.39e+02  pen: 3.6e-02  loss: 4.1976 (4.6055)  acc1: 33.5938 (28.9058)  acc5: 57.4219 (50.7413)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [38]  [ 880/1251]  eta: 0:02:57  lr: 2.977e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.6898 (4.6046)  acc1: 32.4219 (28.9417)  acc5: 53.1250 (50.7715)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [38]  [ 890/1251]  eta: 0:02:52  lr: 2.977e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.6898 (4.6055)  acc1: 30.4688 (28.9163)  acc5: 53.1250 (50.7712)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [38]  [ 900/1251]  eta: 0:02:47  lr: 2.977e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.9515 (4.6072)  acc1: 27.7344 (28.8950)  acc5: 46.4844 (50.7539)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [38]  [ 910/1251]  eta: 0:02:43  lr: 2.977e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.7292 (4.6062)  acc1: 28.1250 (28.9067)  acc5: 51.9531 (50.7705)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [38]  [ 920/1251]  eta: 0:02:38  lr: 2.977e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.4456 (4.6039)  acc1: 31.2500 (28.9474)  acc5: 55.0781 (50.8309)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [38]  [ 930/1251]  eta: 0:02:33  lr: 2.977e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.1399 (4.6030)  acc1: 30.8594 (28.9293)  acc5: 55.4688 (50.8157)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [38]  [ 940/1251]  eta: 0:02:28  lr: 2.977e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.9748 (4.5986)  acc1: 30.8594 (28.9768)  acc5: 56.6406 (50.8871)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [38]  [ 950/1251]  eta: 0:02:23  lr: 2.977e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.4128 (4.5990)  acc1: 30.4688 (28.9658)  acc5: 55.8594 (50.8700)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [38]  [ 960/1251]  eta: 0:02:19  lr: 2.977e-02  img/s: 5.08e+02  pen: 4.2e-02  loss: 4.7270 (4.6011)  acc1: 30.8594 (28.9575)  acc5: 52.7344 (50.8264)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [38]  [ 970/1251]  eta: 0:02:14  lr: 2.977e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.7270 (4.6010)  acc1: 30.8594 (28.9775)  acc5: 51.9531 (50.8549)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [38]  [ 980/1251]  eta: 0:02:09  lr: 2.977e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.8866 (4.6020)  acc1: 29.2969 (28.9771)  acc5: 51.9531 (50.8466)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [38]  [ 990/1251]  eta: 0:02:04  lr: 2.977e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.5604 (4.5995)  acc1: 30.4688 (28.9934)  acc5: 55.0781 (50.8940)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [38]  [1000/1251]  eta: 0:02:00  lr: 2.977e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.9782 (4.5943)  acc1: 33.5938 (29.0502)  acc5: 58.9844 (50.9771)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [38]  [1010/1251]  eta: 0:01:55  lr: 2.977e-02  img/s: 5.42e+02  pen: 3.4e-02  loss: 4.3850 (4.5973)  acc1: 31.2500 (29.0318)  acc5: 56.6406 (50.9489)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [38]  [1020/1251]  eta: 0:01:50  lr: 2.977e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.7724 (4.5975)  acc1: 29.6875 (29.0532)  acc5: 51.1719 (50.9546)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [38]  [1030/1251]  eta: 0:01:45  lr: 2.977e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.7724 (4.5984)  acc1: 31.6406 (29.0453)  acc5: 52.3438 (50.9317)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [38]  [1040/1251]  eta: 0:01:40  lr: 2.977e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.8563 (4.6009)  acc1: 27.3438 (29.0154)  acc5: 51.1719 (50.8792)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [38]  [1050/1251]  eta: 0:01:36  lr: 2.977e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.7494 (4.5997)  acc1: 28.5156 (29.0129)  acc5: 50.7812 (50.8820)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [38]  [1060/1251]  eta: 0:01:31  lr: 2.977e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.2493 (4.5983)  acc1: 30.4688 (29.0277)  acc5: 54.2969 (50.8932)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [38]  [1070/1251]  eta: 0:01:26  lr: 2.977e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.4455 (4.5989)  acc1: 29.6875 (29.0135)  acc5: 53.1250 (50.8655)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [38]  [1080/1251]  eta: 0:01:21  lr: 2.977e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.9624 (4.6008)  acc1: 25.3906 (28.9948)  acc5: 48.4375 (50.8510)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [38]  [1090/1251]  eta: 0:01:16  lr: 2.977e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.6589 (4.5991)  acc1: 28.9062 (29.0047)  acc5: 55.0781 (50.8897)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [38]  [1100/1251]  eta: 0:01:12  lr: 2.977e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3368 (4.5994)  acc1: 32.0312 (28.9907)  acc5: 55.8594 (50.8806)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [38]  [1110/1251]  eta: 0:01:07  lr: 2.977e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.1822 (4.5976)  acc1: 29.6875 (28.9945)  acc5: 47.6562 (50.8808)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [38]  [1120/1251]  eta: 0:01:02  lr: 2.977e-02  img/s: 5.07e+02  pen: 4.2e-02  loss: 4.3396 (4.5990)  acc1: 31.6406 (28.9812)  acc5: 55.8594 (50.8569)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [38]  [1130/1251]  eta: 0:00:57  lr: 2.977e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.6059 (4.5984)  acc1: 28.5156 (28.9805)  acc5: 50.7812 (50.8552)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [38]  [1140/1251]  eta: 0:00:53  lr: 2.977e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 3.9222 (4.5948)  acc1: 35.1562 (29.0192)  acc5: 57.4219 (50.9052)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [38]  [1150/1251]  eta: 0:00:48  lr: 2.977e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.2405 (4.5944)  acc1: 32.0312 (29.0281)  acc5: 55.4688 (50.9336)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [38]  [1160/1251]  eta: 0:00:43  lr: 2.977e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5071 (4.5934)  acc1: 29.6875 (29.0331)  acc5: 53.9062 (50.9384)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [38]  [1170/1251]  eta: 0:00:38  lr: 2.977e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.2626 (4.5913)  acc1: 33.9844 (29.0640)  acc5: 56.2500 (50.9721)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [38]  [1180/1251]  eta: 0:00:33  lr: 2.977e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2865 (4.5909)  acc1: 33.2031 (29.0584)  acc5: 55.8594 (50.9688)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [38]  [1190/1251]  eta: 0:00:29  lr: 2.977e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.4231 (4.5891)  acc1: 33.2031 (29.0984)  acc5: 55.8594 (51.0125)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [38]  [1200/1251]  eta: 0:00:24  lr: 2.977e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.4231 (4.5911)  acc1: 31.6406 (29.0529)  acc5: 55.4688 (50.9468)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [38]  [1210/1251]  eta: 0:00:19  lr: 2.977e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.0792 (4.5883)  acc1: 30.0781 (29.0795)  acc5: 53.1250 (50.9732)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [38]  [1220/1251]  eta: 0:00:14  lr: 2.977e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.2723 (4.5891)  acc1: 31.2500 (29.0665)  acc5: 53.5156 (50.9636)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [38]  [1230/1251]  eta: 0:00:10  lr: 2.977e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.9090 (4.5903)  acc1: 29.2969 (29.0576)  acc5: 48.4375 (50.9475)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [38]  [1240/1251]  eta: 0:00:05  lr: 2.977e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.8403 (4.5904)  acc1: 29.2969 (29.0655)  acc5: 52.7344 (50.9626)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [38]  [1250/1251]  eta: 0:00:00  lr: 2.977e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.7516 (4.5915)  acc1: 30.8594 (29.0549)  acc5: 53.1250 (50.9442)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [38] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:13  loss: 2.9534 (2.9534)  acc1: 62.5000 (62.5000)  acc5: 82.4219 (82.4219)  time: 2.7279  data: 2.4765  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 42.684 Acc@5 68.784 Loss: 3.630
Test: EMA  [ 0/49]  eta: 0:02:04  loss: nan (nan)  acc1: 4.6875 (4.6875)  acc5: 21.0938 (21.0938)  time: 2.5381  data: 2.2850  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 0.360 Acc@5 1.098 Loss: nan
Epoch: [39]  [   0/1251]  eta: 1:11:51  lr: 2.976e-02  img/s: 4.88e+02  pen: 4.1e-02  loss: 5.3446 (5.3446)  acc1: 23.8281 (23.8281)  acc5: 44.1406 (44.1406)  time: 3.4462  data: 2.9212  max mem: 42896
Epoch: [39]  [  10/1251]  eta: 0:15:22  lr: 2.976e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.0960 (4.9926)  acc1: 25.3906 (25.3196)  acc5: 46.4844 (45.5256)  time: 0.7437  data: 0.2659  max mem: 42896
Epoch: [39]  [  20/1251]  eta: 0:12:37  lr: 2.976e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.9010 (4.8398)  acc1: 28.1250 (26.4695)  acc5: 48.0469 (47.1726)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [39]  [  30/1251]  eta: 0:11:35  lr: 2.976e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.5450 (4.7837)  acc1: 28.1250 (26.9531)  acc5: 51.9531 (48.3871)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [39]  [  40/1251]  eta: 0:11:02  lr: 2.976e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.3483 (4.6604)  acc1: 31.6406 (28.1726)  acc5: 57.0312 (50.1429)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [39]  [  50/1251]  eta: 0:10:39  lr: 2.976e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.5885 (4.6882)  acc1: 30.0781 (27.8493)  acc5: 52.3438 (49.5941)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [39]  [  60/1251]  eta: 0:10:22  lr: 2.976e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.6946 (4.6495)  acc1: 27.7344 (28.0225)  acc5: 52.3438 (49.8399)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [39]  [  70/1251]  eta: 0:10:09  lr: 2.976e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.5736 (4.6379)  acc1: 29.2969 (28.2295)  acc5: 52.3438 (49.9670)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [39]  [  80/1251]  eta: 0:09:58  lr: 2.976e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.5736 (4.6215)  acc1: 29.2969 (28.2745)  acc5: 52.3438 (50.1736)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [39]  [  90/1251]  eta: 0:09:48  lr: 2.976e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.3910 (4.6014)  acc1: 27.7344 (28.6101)  acc5: 53.5156 (50.5495)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [39]  [ 100/1251]  eta: 0:09:40  lr: 2.976e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.9819 (4.6287)  acc1: 25.3906 (28.2990)  acc5: 48.8281 (50.3094)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [39]  [ 110/1251]  eta: 0:09:32  lr: 2.976e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.9272 (4.6246)  acc1: 28.9062 (28.3678)  acc5: 50.0000 (50.3449)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [39]  [ 120/1251]  eta: 0:09:24  lr: 2.976e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.7611 (4.6193)  acc1: 30.8594 (28.4898)  acc5: 53.5156 (50.4746)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [39]  [ 130/1251]  eta: 0:09:17  lr: 2.976e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.6824 (4.6315)  acc1: 31.6406 (28.4441)  acc5: 53.5156 (50.2982)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [39]  [ 140/1251]  eta: 0:09:10  lr: 2.976e-02  img/s: 5.43e+02  pen: 4.0e-02  loss: 4.6824 (4.6218)  acc1: 32.0312 (28.5073)  acc5: 52.7344 (50.3158)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [39]  [ 150/1251]  eta: 0:09:04  lr: 2.976e-02  img/s: 5.43e+02  pen: 4.2e-02  loss: 4.8669 (4.6211)  acc1: 29.2969 (28.4923)  acc5: 52.7344 (50.3182)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [39]  [ 160/1251]  eta: 0:08:58  lr: 2.976e-02  img/s: 5.03e+02  pen: 3.8e-02  loss: 4.3507 (4.6114)  acc1: 31.2500 (28.6879)  acc5: 54.6875 (50.5338)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [39]  [ 170/1251]  eta: 0:08:52  lr: 2.976e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.4045 (4.6182)  acc1: 30.8594 (28.6184)  acc5: 54.6875 (50.4660)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [39]  [ 180/1251]  eta: 0:08:45  lr: 2.976e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.8048 (4.6325)  acc1: 27.3438 (28.4358)  acc5: 50.0000 (50.2288)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [39]  [ 190/1251]  eta: 0:08:40  lr: 2.976e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.7581 (4.6418)  acc1: 24.6094 (28.3888)  acc5: 44.9219 (50.1268)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [39]  [ 200/1251]  eta: 0:08:34  lr: 2.976e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.6050 (4.6297)  acc1: 31.2500 (28.4651)  acc5: 55.4688 (50.2215)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [39]  [ 210/1251]  eta: 0:08:28  lr: 2.976e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0659 (4.6291)  acc1: 33.5938 (28.3805)  acc5: 58.5938 (50.0722)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [39]  [ 220/1251]  eta: 0:08:23  lr: 2.976e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3434 (4.6151)  acc1: 32.0312 (28.5863)  acc5: 57.8125 (50.3588)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [39]  [ 230/1251]  eta: 0:08:17  lr: 2.976e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.5035 (4.6177)  acc1: 31.6406 (28.5393)  acc5: 55.0781 (50.2723)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [39]  [ 240/1251]  eta: 0:08:12  lr: 2.976e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.9007 (4.6205)  acc1: 28.1250 (28.4897)  acc5: 50.0000 (50.2723)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [39]  [ 250/1251]  eta: 0:08:06  lr: 2.976e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.9973 (4.6289)  acc1: 25.7812 (28.4331)  acc5: 46.8750 (50.1992)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [39]  [ 260/1251]  eta: 0:08:01  lr: 2.976e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.2682 (4.6161)  acc1: 30.0781 (28.5605)  acc5: 54.6875 (50.3352)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [39]  [ 270/1251]  eta: 0:07:56  lr: 2.976e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.1764 (4.6131)  acc1: 33.5938 (28.6497)  acc5: 57.8125 (50.4382)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [39]  [ 280/1251]  eta: 0:07:51  lr: 2.976e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.1282 (4.5951)  acc1: 33.5938 (28.8826)  acc5: 58.2031 (50.7117)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [39]  [ 290/1251]  eta: 0:07:45  lr: 2.976e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.8886 (4.5878)  acc1: 33.9844 (28.8781)  acc5: 58.2031 (50.7021)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [39]  [ 300/1251]  eta: 0:07:40  lr: 2.976e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.8369 (4.5970)  acc1: 29.2969 (28.7531)  acc5: 52.3438 (50.5087)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [39]  [ 310/1251]  eta: 0:07:35  lr: 2.976e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.1127 (4.6040)  acc1: 20.3125 (28.6463)  acc5: 44.5312 (50.3542)  time: 0.4728  data: 0.0003  max mem: 42896
Epoch: [39]  [ 320/1251]  eta: 0:07:30  lr: 2.976e-02  img/s: 5.12e+02  pen: 4.3e-02  loss: 5.0675 (4.6142)  acc1: 24.6094 (28.6081)  acc5: 44.5312 (50.2702)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [39]  [ 330/1251]  eta: 0:07:25  lr: 2.976e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.7739 (4.6091)  acc1: 28.5156 (28.6679)  acc5: 50.7812 (50.3470)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [39]  [ 340/1251]  eta: 0:07:20  lr: 2.976e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.2642 (4.6063)  acc1: 31.2500 (28.6978)  acc5: 54.2969 (50.4078)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [39]  [ 350/1251]  eta: 0:07:15  lr: 2.976e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.6097 (4.5985)  acc1: 31.2500 (28.8295)  acc5: 54.2969 (50.5553)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [39]  [ 360/1251]  eta: 0:07:10  lr: 2.976e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.8307 (4.6098)  acc1: 29.2969 (28.6985)  acc5: 52.3438 (50.3863)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [39]  [ 370/1251]  eta: 0:07:05  lr: 2.976e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.2229 (4.6239)  acc1: 21.0938 (28.4851)  acc5: 39.4531 (50.0916)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [39]  [ 380/1251]  eta: 0:07:00  lr: 2.976e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 5.1909 (4.6278)  acc1: 21.4844 (28.4572)  acc5: 40.2344 (50.0574)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [39]  [ 390/1251]  eta: 0:06:55  lr: 2.976e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.0579 (4.6176)  acc1: 29.6875 (28.5796)  acc5: 52.7344 (50.2458)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [39]  [ 400/1251]  eta: 0:06:50  lr: 2.976e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.0579 (4.6220)  acc1: 30.0781 (28.5137)  acc5: 52.7344 (50.1607)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [39]  [ 410/1251]  eta: 0:06:45  lr: 2.976e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.9149 (4.6193)  acc1: 25.3906 (28.5299)  acc5: 50.0000 (50.1711)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [39]  [ 420/1251]  eta: 0:06:40  lr: 2.976e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2919 (4.6150)  acc1: 33.2031 (28.5834)  acc5: 57.4219 (50.2700)  time: 0.4772  data: 0.0003  max mem: 42896
Epoch: [39]  [ 430/1251]  eta: 0:06:35  lr: 2.976e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 3.9199 (4.5985)  acc1: 33.9844 (28.7232)  acc5: 58.5938 (50.4985)  time: 0.4770  data: 0.0003  max mem: 42896
Epoch: [39]  [ 440/1251]  eta: 0:06:30  lr: 2.976e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0013 (4.5993)  acc1: 32.8125 (28.7061)  acc5: 56.6406 (50.4783)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [39]  [ 450/1251]  eta: 0:06:25  lr: 2.976e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.4261 (4.5981)  acc1: 31.6406 (28.7313)  acc5: 53.9062 (50.4729)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [39]  [ 460/1251]  eta: 0:06:20  lr: 2.976e-02  img/s: 5.38e+02  pen: 3.9e-02  loss: 4.7818 (4.5984)  acc1: 29.6875 (28.7317)  acc5: 51.9531 (50.4974)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [39]  [ 470/1251]  eta: 0:06:15  lr: 2.976e-02  img/s: 5.37e+02  pen: 4.8e-02  loss: 4.2927 (4.5960)  acc1: 26.9531 (28.7337)  acc5: 51.9531 (50.4852)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [39]  [ 480/1251]  eta: 0:06:10  lr: 2.976e-02  img/s: 5.09e+02  pen: 4.3e-02  loss: 4.0484 (4.5923)  acc1: 32.0312 (28.7893)  acc5: 55.8594 (50.5344)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [39]  [ 490/1251]  eta: 0:06:05  lr: 2.976e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.9864 (4.6014)  acc1: 27.3438 (28.6835)  acc5: 46.4844 (50.4034)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [39]  [ 500/1251]  eta: 0:06:01  lr: 2.976e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.0501 (4.6022)  acc1: 23.4375 (28.6560)  acc5: 43.7500 (50.3610)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [39]  [ 510/1251]  eta: 0:05:56  lr: 2.976e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.4750 (4.5975)  acc1: 30.4688 (28.7014)  acc5: 56.2500 (50.4288)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [39]  [ 520/1251]  eta: 0:05:51  lr: 2.976e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.4750 (4.5990)  acc1: 32.4219 (28.7046)  acc5: 57.8125 (50.4559)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [39]  [ 530/1251]  eta: 0:05:46  lr: 2.976e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.7079 (4.6025)  acc1: 26.5625 (28.6171)  acc5: 51.9531 (50.3369)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [39]  [ 540/1251]  eta: 0:05:41  lr: 2.976e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 5.0177 (4.6033)  acc1: 23.8281 (28.5994)  acc5: 46.0938 (50.3321)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [39]  [ 550/1251]  eta: 0:05:36  lr: 2.976e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 5.0177 (4.6066)  acc1: 23.8281 (28.5688)  acc5: 46.0938 (50.3063)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [39]  [ 560/1251]  eta: 0:05:31  lr: 2.976e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.0354 (4.6109)  acc1: 22.2656 (28.4920)  acc5: 44.1406 (50.2096)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [39]  [ 570/1251]  eta: 0:05:26  lr: 2.976e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 5.0354 (4.6162)  acc1: 23.4375 (28.4445)  acc5: 45.7031 (50.1573)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [39]  [ 580/1251]  eta: 0:05:22  lr: 2.976e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 4.9981 (4.6147)  acc1: 28.1250 (28.4726)  acc5: 48.8281 (50.1714)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [39]  [ 590/1251]  eta: 0:05:17  lr: 2.976e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.9981 (4.6162)  acc1: 28.1250 (28.4680)  acc5: 48.8281 (50.1494)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [39]  [ 600/1251]  eta: 0:05:12  lr: 2.976e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3187 (4.6129)  acc1: 28.1250 (28.4779)  acc5: 54.2969 (50.1625)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [39]  [ 610/1251]  eta: 0:05:07  lr: 2.976e-02  img/s: 5.40e+02  pen: 3.5e-02  loss: 4.0844 (4.6123)  acc1: 30.8594 (28.5118)  acc5: 56.2500 (50.2084)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [39]  [ 620/1251]  eta: 0:05:02  lr: 2.976e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.1924 (4.6110)  acc1: 30.4688 (28.5125)  acc5: 52.7344 (50.2315)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [39]  [ 630/1251]  eta: 0:04:57  lr: 2.976e-02  img/s: 5.38e+02  pen: 3.9e-02  loss: 4.2104 (4.6080)  acc1: 32.8125 (28.5559)  acc5: 54.2969 (50.2736)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [39]  [ 640/1251]  eta: 0:04:53  lr: 2.976e-02  img/s: 4.96e+02  pen: 4.0e-02  loss: 4.3378 (4.6075)  acc1: 31.6406 (28.5693)  acc5: 55.8594 (50.3126)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [39]  [ 650/1251]  eta: 0:04:48  lr: 2.976e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.5093 (4.6062)  acc1: 28.5156 (28.6002)  acc5: 56.6406 (50.3618)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [39]  [ 660/1251]  eta: 0:04:43  lr: 2.976e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.7923 (4.6074)  acc1: 28.1250 (28.5688)  acc5: 50.0000 (50.3410)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [39]  [ 670/1251]  eta: 0:04:38  lr: 2.976e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.7923 (4.6045)  acc1: 28.1250 (28.5948)  acc5: 50.0000 (50.3772)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [39]  [ 680/1251]  eta: 0:04:33  lr: 2.976e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.0142 (4.5993)  acc1: 35.1562 (28.6762)  acc5: 57.8125 (50.4772)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [39]  [ 690/1251]  eta: 0:04:28  lr: 2.976e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.4822 (4.6004)  acc1: 32.8125 (28.6722)  acc5: 55.8594 (50.4901)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [39]  [ 700/1251]  eta: 0:04:24  lr: 2.976e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.4321 (4.5955)  acc1: 32.0312 (28.7090)  acc5: 56.2500 (50.5383)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [39]  [ 710/1251]  eta: 0:04:19  lr: 2.976e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 3.9097 (4.5927)  acc1: 33.9844 (28.7337)  acc5: 57.4219 (50.5846)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [39]  [ 720/1251]  eta: 0:04:14  lr: 2.976e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.4088 (4.5930)  acc1: 32.0312 (28.7248)  acc5: 56.6406 (50.5727)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [39]  [ 730/1251]  eta: 0:04:09  lr: 2.976e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.7315 (4.5922)  acc1: 29.6875 (28.7630)  acc5: 51.1719 (50.6354)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [39]  [ 740/1251]  eta: 0:04:04  lr: 2.976e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.9422 (4.5982)  acc1: 28.1250 (28.7112)  acc5: 50.7812 (50.5509)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [39]  [ 750/1251]  eta: 0:03:59  lr: 2.976e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.6197 (4.5953)  acc1: 30.8594 (28.7356)  acc5: 52.7344 (50.5654)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [39]  [ 760/1251]  eta: 0:03:55  lr: 2.976e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.6124 (4.5989)  acc1: 30.8594 (28.7050)  acc5: 53.5156 (50.4943)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [39]  [ 770/1251]  eta: 0:03:50  lr: 2.976e-02  img/s: 5.40e+02  pen: 3.4e-02  loss: 5.2622 (4.6054)  acc1: 18.7500 (28.5881)  acc5: 35.1562 (50.3324)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [39]  [ 780/1251]  eta: 0:03:45  lr: 2.976e-02  img/s: 5.37e+02  pen: 4.6e-02  loss: 5.3179 (4.6093)  acc1: 18.3594 (28.5361)  acc5: 37.8906 (50.2621)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [39]  [ 790/1251]  eta: 0:03:40  lr: 2.976e-02  img/s: 5.41e+02  pen: 3.5e-02  loss: 5.2001 (4.6115)  acc1: 22.2656 (28.5141)  acc5: 44.5312 (50.2479)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [39]  [ 800/1251]  eta: 0:03:35  lr: 2.976e-02  img/s: 5.09e+02  pen: 4.2e-02  loss: 4.6483 (4.6119)  acc1: 30.0781 (28.5278)  acc5: 53.9062 (50.2516)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [39]  [ 810/1251]  eta: 0:03:31  lr: 2.976e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.6483 (4.6104)  acc1: 30.0781 (28.5339)  acc5: 55.8594 (50.2567)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [39]  [ 820/1251]  eta: 0:03:26  lr: 2.976e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.6618 (4.6113)  acc1: 28.5156 (28.5584)  acc5: 50.7812 (50.2750)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [39]  [ 830/1251]  eta: 0:03:21  lr: 2.976e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.0467 (4.6119)  acc1: 30.4688 (28.5546)  acc5: 50.3906 (50.2599)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [39]  [ 840/1251]  eta: 0:03:16  lr: 2.976e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 4.8154 (4.6125)  acc1: 30.8594 (28.5663)  acc5: 51.1719 (50.2392)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [39]  [ 850/1251]  eta: 0:03:11  lr: 2.976e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.7283 (4.6101)  acc1: 32.0312 (28.6033)  acc5: 51.1719 (50.2704)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [39]  [ 860/1251]  eta: 0:03:07  lr: 2.976e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4620 (4.6084)  acc1: 32.4219 (28.6286)  acc5: 53.5156 (50.3026)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [39]  [ 870/1251]  eta: 0:03:02  lr: 2.976e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.9131 (4.6108)  acc1: 28.5156 (28.6233)  acc5: 48.0469 (50.3032)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [39]  [ 880/1251]  eta: 0:02:57  lr: 2.976e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.0263 (4.6103)  acc1: 27.3438 (28.6251)  acc5: 47.2656 (50.2953)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [39]  [ 890/1251]  eta: 0:02:52  lr: 2.976e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 5.0263 (4.6120)  acc1: 27.7344 (28.6059)  acc5: 49.6094 (50.2797)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [39]  [ 900/1251]  eta: 0:02:47  lr: 2.976e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.6667 (4.6103)  acc1: 30.8594 (28.6214)  acc5: 51.5625 (50.3009)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [39]  [ 910/1251]  eta: 0:02:43  lr: 2.976e-02  img/s: 5.37e+02  pen: 3.5e-02  loss: 4.4930 (4.6086)  acc1: 33.9844 (28.6593)  acc5: 55.8594 (50.3387)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [39]  [ 920/1251]  eta: 0:02:38  lr: 2.976e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.0418 (4.6053)  acc1: 33.9844 (28.7078)  acc5: 58.9844 (50.3978)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [39]  [ 930/1251]  eta: 0:02:33  lr: 2.976e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.0418 (4.6025)  acc1: 34.3750 (28.7489)  acc5: 59.3750 (50.4468)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [39]  [ 940/1251]  eta: 0:02:28  lr: 2.976e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.0525 (4.6005)  acc1: 32.0312 (28.7738)  acc5: 57.4219 (50.4948)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [39]  [ 950/1251]  eta: 0:02:23  lr: 2.976e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.0525 (4.6005)  acc1: 32.0312 (28.7863)  acc5: 56.2500 (50.5081)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [39]  [ 960/1251]  eta: 0:02:19  lr: 2.976e-02  img/s: 4.93e+02  pen: 3.8e-02  loss: 5.0113 (4.6040)  acc1: 27.7344 (28.7343)  acc5: 50.0000 (50.4398)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [39]  [ 970/1251]  eta: 0:02:14  lr: 2.976e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.9500 (4.6032)  acc1: 27.7344 (28.7389)  acc5: 50.0000 (50.4445)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [39]  [ 980/1251]  eta: 0:02:09  lr: 2.976e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.7066 (4.6052)  acc1: 27.3438 (28.7028)  acc5: 50.3906 (50.4070)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [39]  [ 990/1251]  eta: 0:02:04  lr: 2.976e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.7066 (4.6038)  acc1: 27.7344 (28.7249)  acc5: 50.3906 (50.4383)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [39]  [1000/1251]  eta: 0:01:59  lr: 2.976e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.6959 (4.6052)  acc1: 28.9062 (28.7201)  acc5: 49.2188 (50.4191)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [39]  [1010/1251]  eta: 0:01:55  lr: 2.976e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 4.9362 (4.6076)  acc1: 28.9062 (28.7100)  acc5: 48.8281 (50.3918)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [39]  [1020/1251]  eta: 0:01:50  lr: 2.976e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.8732 (4.6079)  acc1: 28.9062 (28.6985)  acc5: 49.6094 (50.3730)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [39]  [1030/1251]  eta: 0:01:45  lr: 2.976e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.7285 (4.6064)  acc1: 28.5156 (28.7157)  acc5: 49.6094 (50.3876)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [39]  [1040/1251]  eta: 0:01:40  lr: 2.976e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.5301 (4.6071)  acc1: 27.7344 (28.6995)  acc5: 49.6094 (50.3700)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [39]  [1050/1251]  eta: 0:01:36  lr: 2.976e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.5301 (4.6065)  acc1: 26.5625 (28.7100)  acc5: 50.7812 (50.3895)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [39]  [1060/1251]  eta: 0:01:31  lr: 2.976e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.5096 (4.6057)  acc1: 30.0781 (28.7189)  acc5: 53.5156 (50.3987)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [39]  [1070/1251]  eta: 0:01:26  lr: 2.976e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.5096 (4.6052)  acc1: 30.4688 (28.7177)  acc5: 54.6875 (50.4038)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [39]  [1080/1251]  eta: 0:01:21  lr: 2.976e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.4295 (4.6060)  acc1: 30.4688 (28.7006)  acc5: 55.4688 (50.3841)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [39]  [1090/1251]  eta: 0:01:16  lr: 2.976e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.4295 (4.6043)  acc1: 32.0312 (28.7226)  acc5: 52.7344 (50.4128)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [39]  [1100/1251]  eta: 0:01:12  lr: 2.976e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.2251 (4.6026)  acc1: 33.2031 (28.7466)  acc5: 56.6406 (50.4332)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [39]  [1110/1251]  eta: 0:01:07  lr: 2.976e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.2673 (4.6036)  acc1: 34.7656 (28.7428)  acc5: 56.6406 (50.4082)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [39]  [1120/1251]  eta: 0:01:02  lr: 2.976e-02  img/s: 5.09e+02  pen: 4.1e-02  loss: 4.6323 (4.6036)  acc1: 27.3438 (28.7543)  acc5: 46.4844 (50.4133)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [39]  [1130/1251]  eta: 0:00:57  lr: 2.976e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.2984 (4.6013)  acc1: 32.4219 (28.7919)  acc5: 58.2031 (50.4545)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [39]  [1140/1251]  eta: 0:00:53  lr: 2.976e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3624 (4.6020)  acc1: 31.2500 (28.7837)  acc5: 55.0781 (50.4468)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [39]  [1150/1251]  eta: 0:00:48  lr: 2.976e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.9776 (4.6040)  acc1: 25.7812 (28.7698)  acc5: 50.0000 (50.4378)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [39]  [1160/1251]  eta: 0:00:43  lr: 2.976e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.9776 (4.6052)  acc1: 27.3438 (28.7649)  acc5: 48.0469 (50.4219)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [39]  [1170/1251]  eta: 0:00:38  lr: 2.976e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.8268 (4.6050)  acc1: 31.2500 (28.7705)  acc5: 49.6094 (50.4277)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [39]  [1180/1251]  eta: 0:00:33  lr: 2.976e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.3352 (4.6039)  acc1: 31.6406 (28.7978)  acc5: 52.3438 (50.4598)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [39]  [1190/1251]  eta: 0:00:29  lr: 2.976e-02  img/s: 5.36e+02  pen: 4.3e-02  loss: 4.3352 (4.6033)  acc1: 30.4688 (28.8049)  acc5: 54.6875 (50.4782)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [39]  [1200/1251]  eta: 0:00:24  lr: 2.976e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.2504 (4.6029)  acc1: 32.4219 (28.8249)  acc5: 54.6875 (50.4976)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [39]  [1210/1251]  eta: 0:00:19  lr: 2.976e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.7645 (4.6047)  acc1: 32.0312 (28.8243)  acc5: 54.6875 (50.4884)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [39]  [1220/1251]  eta: 0:00:14  lr: 2.976e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.6144 (4.6029)  acc1: 32.8125 (28.8547)  acc5: 55.8594 (50.5196)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [39]  [1230/1251]  eta: 0:00:10  lr: 2.976e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 4.1314 (4.6002)  acc1: 34.7656 (28.8970)  acc5: 57.0312 (50.5772)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [39]  [1240/1251]  eta: 0:00:05  lr: 2.976e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3579 (4.5998)  acc1: 34.7656 (28.8996)  acc5: 57.8125 (50.5839)  time: 0.4744  data: 0.0005  max mem: 42896
Epoch: [39]  [1250/1251]  eta: 0:00:00  lr: 2.976e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.8062 (4.6003)  acc1: 26.9531 (28.8878)  acc5: 50.3906 (50.5642)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [39] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:55  loss: 2.9408 (2.9408)  acc1: 58.2031 (58.2031)  acc5: 82.8125 (82.8125)  time: 3.5814  data: 3.3286  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 42.690 Acc@5 69.058 Loss: 3.625
Test: EMA  [ 0/49]  eta: 0:02:32  loss: nan (nan)  acc1: 4.2969 (4.2969)  acc5: 21.8750 (21.8750)  time: 3.1164  data: 2.8569  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 0.342 Acc@5 1.064 Loss: nan
Epoch: [40]  [   0/1251]  eta: 1:27:04  lr: 2.974e-02  img/s: 5.06e+02  pen: 4.1e-02  loss: 3.9880 (3.9880)  acc1: 34.3750 (34.3750)  acc5: 56.6406 (56.6406)  time: 4.1762  data: 3.6706  max mem: 42896
Epoch: [40]  [  10/1251]  eta: 0:16:46  lr: 2.974e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 5.2177 (4.7278)  acc1: 26.9531 (27.9474)  acc5: 48.4375 (47.6207)  time: 0.8110  data: 0.3340  max mem: 42896
Epoch: [40]  [  20/1251]  eta: 0:13:20  lr: 2.974e-02  img/s: 5.43e+02  pen: 4.1e-02  loss: 4.5275 (4.5563)  acc1: 30.4688 (30.0409)  acc5: 54.2969 (50.7812)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [40]  [  30/1251]  eta: 0:12:04  lr: 2.974e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.5884 (4.6126)  acc1: 31.6406 (29.8387)  acc5: 55.8594 (51.3609)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [40]  [  40/1251]  eta: 0:11:24  lr: 2.974e-02  img/s: 5.43e+02  pen: 4.1e-02  loss: 4.7562 (4.6052)  acc1: 29.2969 (29.3445)  acc5: 52.7344 (50.6098)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [40]  [  50/1251]  eta: 0:10:57  lr: 2.974e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3875 (4.5661)  acc1: 33.9844 (29.8177)  acc5: 56.2500 (51.3251)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [40]  [  60/1251]  eta: 0:10:37  lr: 2.974e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.3875 (4.5616)  acc1: 33.9844 (29.6427)  acc5: 56.6406 (51.3128)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [40]  [  70/1251]  eta: 0:10:22  lr: 2.974e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.6051 (4.5641)  acc1: 32.4219 (29.6490)  acc5: 54.2969 (51.5845)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [40]  [  80/1251]  eta: 0:10:09  lr: 2.974e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.7918 (4.5930)  acc1: 31.2500 (29.3451)  acc5: 53.5156 (51.2635)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [40]  [  90/1251]  eta: 0:09:58  lr: 2.974e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.8395 (4.5983)  acc1: 28.1250 (29.1295)  acc5: 50.3906 (50.9186)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [40]  [ 100/1251]  eta: 0:09:48  lr: 2.974e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.6340 (4.5813)  acc1: 28.5156 (29.4361)  acc5: 49.2188 (51.2067)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [40]  [ 110/1251]  eta: 0:09:39  lr: 2.974e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.3993 (4.5764)  acc1: 32.8125 (29.5186)  acc5: 56.2500 (51.4323)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [40]  [ 120/1251]  eta: 0:09:31  lr: 2.974e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.4027 (4.5682)  acc1: 32.8125 (29.8263)  acc5: 57.0312 (51.7659)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [40]  [ 130/1251]  eta: 0:09:24  lr: 2.974e-02  img/s: 5.38e+02  pen: 3.8e-02  loss: 4.5605 (4.5839)  acc1: 32.8125 (29.7084)  acc5: 55.0781 (51.5774)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [40]  [ 140/1251]  eta: 0:09:16  lr: 2.974e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.7244 (4.5813)  acc1: 28.9062 (29.7235)  acc5: 46.8750 (51.6234)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [40]  [ 150/1251]  eta: 0:09:09  lr: 2.974e-02  img/s: 5.38e+02  pen: 3.8e-02  loss: 4.7743 (4.5897)  acc1: 28.9062 (29.5840)  acc5: 50.0000 (51.4513)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [40]  [ 160/1251]  eta: 0:09:03  lr: 2.974e-02  img/s: 4.96e+02  pen: 4.7e-02  loss: 4.0362 (4.5560)  acc1: 31.6406 (29.9228)  acc5: 55.8594 (51.8270)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [40]  [ 170/1251]  eta: 0:08:56  lr: 2.974e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.8849 (4.5276)  acc1: 34.3750 (30.2495)  acc5: 60.1562 (52.2821)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [40]  [ 180/1251]  eta: 0:08:50  lr: 2.974e-02  img/s: 5.37e+02  pen: 4.3e-02  loss: 3.8849 (4.5140)  acc1: 34.3750 (30.4040)  acc5: 59.3750 (52.4711)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [40]  [ 190/1251]  eta: 0:08:44  lr: 2.974e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.3611 (4.5206)  acc1: 33.5938 (30.3910)  acc5: 55.8594 (52.4235)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [40]  [ 200/1251]  eta: 0:08:38  lr: 2.974e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.8562 (4.5337)  acc1: 29.6875 (30.2725)  acc5: 53.5156 (52.2621)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [40]  [ 210/1251]  eta: 0:08:32  lr: 2.974e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.5106 (4.5251)  acc1: 31.6406 (30.2781)  acc5: 53.9062 (52.3289)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [40]  [ 220/1251]  eta: 0:08:27  lr: 2.974e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.3762 (4.5300)  acc1: 31.6406 (30.2231)  acc5: 53.5156 (52.2660)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [40]  [ 230/1251]  eta: 0:08:21  lr: 2.974e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.5945 (4.5307)  acc1: 31.6406 (30.2388)  acc5: 53.9062 (52.2237)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [40]  [ 240/1251]  eta: 0:08:15  lr: 2.974e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.2720 (4.5261)  acc1: 33.9844 (30.2337)  acc5: 55.4688 (52.2027)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [40]  [ 250/1251]  eta: 0:08:10  lr: 2.974e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.6525 (4.5395)  acc1: 30.4688 (30.1248)  acc5: 53.5156 (52.0590)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [40]  [ 260/1251]  eta: 0:08:05  lr: 2.974e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6525 (4.5260)  acc1: 30.4688 (30.2143)  acc5: 53.5156 (52.2195)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [40]  [ 270/1251]  eta: 0:07:59  lr: 2.974e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.1213 (4.5253)  acc1: 35.9375 (30.2179)  acc5: 58.5938 (52.1765)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [40]  [ 280/1251]  eta: 0:07:54  lr: 2.974e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.7540 (4.5313)  acc1: 29.6875 (30.0781)  acc5: 50.0000 (52.0101)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [40]  [ 290/1251]  eta: 0:07:48  lr: 2.974e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.6571 (4.5308)  acc1: 29.6875 (30.1399)  acc5: 50.7812 (52.1021)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [40]  [ 300/1251]  eta: 0:07:43  lr: 2.974e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.5183 (4.5310)  acc1: 30.4688 (30.1625)  acc5: 53.9062 (52.1530)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [40]  [ 310/1251]  eta: 0:07:38  lr: 2.974e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.9157 (4.5422)  acc1: 28.5156 (29.9990)  acc5: 50.0000 (51.9456)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [40]  [ 320/1251]  eta: 0:07:33  lr: 2.974e-02  img/s: 5.08e+02  pen: 4.2e-02  loss: 4.9641 (4.5452)  acc1: 25.0000 (29.9406)  acc5: 47.2656 (51.8241)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [40]  [ 330/1251]  eta: 0:07:28  lr: 2.974e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.8075 (4.5489)  acc1: 29.2969 (29.9176)  acc5: 51.1719 (51.7997)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [40]  [ 340/1251]  eta: 0:07:22  lr: 2.974e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.8324 (4.5549)  acc1: 25.3906 (29.7860)  acc5: 46.8750 (51.6118)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [40]  [ 350/1251]  eta: 0:07:17  lr: 2.974e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 5.0661 (4.5616)  acc1: 23.0469 (29.7320)  acc5: 46.0938 (51.5302)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [40]  [ 360/1251]  eta: 0:07:12  lr: 2.974e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.7211 (4.5617)  acc1: 27.7344 (29.7405)  acc5: 50.7812 (51.5354)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [40]  [ 370/1251]  eta: 0:07:07  lr: 2.974e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.7447 (4.5785)  acc1: 26.5625 (29.5590)  acc5: 47.2656 (51.2582)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [40]  [ 380/1251]  eta: 0:07:02  lr: 2.974e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 5.0553 (4.5793)  acc1: 26.5625 (29.5809)  acc5: 46.8750 (51.2641)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [40]  [ 390/1251]  eta: 0:06:57  lr: 2.974e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.4839 (4.5759)  acc1: 33.5938 (29.6086)  acc5: 55.8594 (51.2968)  time: 0.4771  data: 0.0004  max mem: 42896
Epoch: [40]  [ 400/1251]  eta: 0:06:52  lr: 2.974e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.4773 (4.5776)  acc1: 32.0312 (29.5696)  acc5: 55.8594 (51.2566)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [40]  [ 410/1251]  eta: 0:06:47  lr: 2.974e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.6563 (4.5784)  acc1: 31.6406 (29.5925)  acc5: 54.2969 (51.2726)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [40]  [ 420/1251]  eta: 0:06:42  lr: 2.974e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.6188 (4.5745)  acc1: 32.0312 (29.6281)  acc5: 54.2969 (51.3046)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [40]  [ 430/1251]  eta: 0:06:37  lr: 2.974e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.1362 (4.5718)  acc1: 32.0312 (29.6494)  acc5: 53.5156 (51.3069)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [40]  [ 440/1251]  eta: 0:06:32  lr: 2.974e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 4.4192 (4.5688)  acc1: 31.6406 (29.6733)  acc5: 54.2969 (51.3428)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [40]  [ 450/1251]  eta: 0:06:27  lr: 2.974e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.4192 (4.5675)  acc1: 31.6406 (29.6762)  acc5: 54.2969 (51.4057)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [40]  [ 460/1251]  eta: 0:06:22  lr: 2.974e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.8542 (4.5695)  acc1: 26.9531 (29.6485)  acc5: 51.9531 (51.3854)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [40]  [ 470/1251]  eta: 0:06:17  lr: 2.974e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.8542 (4.5703)  acc1: 29.6875 (29.6419)  acc5: 52.3438 (51.3668)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [40]  [ 480/1251]  eta: 0:06:12  lr: 2.974e-02  img/s: 5.07e+02  pen: 3.8e-02  loss: 4.4145 (4.5674)  acc1: 32.8125 (29.7005)  acc5: 56.6406 (51.4521)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [40]  [ 490/1251]  eta: 0:06:07  lr: 2.974e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.1763 (4.5616)  acc1: 33.9844 (29.7671)  acc5: 59.3750 (51.5609)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [40]  [ 500/1251]  eta: 0:06:02  lr: 2.974e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.9687 (4.5597)  acc1: 33.9844 (29.7772)  acc5: 58.9844 (51.5726)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [40]  [ 510/1251]  eta: 0:05:57  lr: 2.974e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1278 (4.5562)  acc1: 34.3750 (29.8213)  acc5: 58.5938 (51.6321)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [40]  [ 520/1251]  eta: 0:05:52  lr: 2.974e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.1278 (4.5522)  acc1: 34.7656 (29.8637)  acc5: 58.5938 (51.6982)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [40]  [ 530/1251]  eta: 0:05:47  lr: 2.974e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.8596 (4.5576)  acc1: 27.3438 (29.7971)  acc5: 48.0469 (51.6250)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [40]  [ 540/1251]  eta: 0:05:42  lr: 2.974e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.2254 (4.5497)  acc1: 32.4219 (29.8752)  acc5: 59.3750 (51.7517)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [40]  [ 550/1251]  eta: 0:05:37  lr: 2.974e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.0983 (4.5501)  acc1: 33.9844 (29.8619)  acc5: 58.9844 (51.7206)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [40]  [ 560/1251]  eta: 0:05:32  lr: 2.974e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.1374 (4.5449)  acc1: 31.6406 (29.9096)  acc5: 55.8594 (51.7846)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [40]  [ 570/1251]  eta: 0:05:28  lr: 2.974e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.1181 (4.5415)  acc1: 34.7656 (29.9632)  acc5: 58.9844 (51.8601)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [40]  [ 580/1251]  eta: 0:05:23  lr: 2.974e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.5038 (4.5436)  acc1: 32.4219 (29.9174)  acc5: 55.0781 (51.7803)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [40]  [ 590/1251]  eta: 0:05:18  lr: 2.974e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.9195 (4.5478)  acc1: 28.9062 (29.8468)  acc5: 47.6562 (51.6934)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [40]  [ 600/1251]  eta: 0:05:13  lr: 2.974e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.8249 (4.5481)  acc1: 30.4688 (29.8682)  acc5: 52.7344 (51.7198)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [40]  [ 610/1251]  eta: 0:05:08  lr: 2.974e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.2200 (4.5427)  acc1: 33.5938 (29.9336)  acc5: 56.2500 (51.8067)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [40]  [ 620/1251]  eta: 0:05:03  lr: 2.974e-02  img/s: 5.38e+02  pen: 3.8e-02  loss: 4.0042 (4.5394)  acc1: 34.7656 (29.9630)  acc5: 58.2031 (51.8632)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [40]  [ 630/1251]  eta: 0:04:58  lr: 2.974e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.4698 (4.5408)  acc1: 30.4688 (29.9388)  acc5: 51.5625 (51.8398)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [40]  [ 640/1251]  eta: 0:04:53  lr: 2.974e-02  img/s: 5.09e+02  pen: 4.1e-02  loss: 4.8269 (4.5443)  acc1: 28.5156 (29.9361)  acc5: 49.6094 (51.8093)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [40]  [ 650/1251]  eta: 0:04:49  lr: 2.974e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.9219 (4.5504)  acc1: 28.9062 (29.9053)  acc5: 50.3906 (51.7485)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [40]  [ 660/1251]  eta: 0:04:44  lr: 2.974e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.9219 (4.5517)  acc1: 28.1250 (29.8867)  acc5: 47.2656 (51.7333)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [40]  [ 670/1251]  eta: 0:04:39  lr: 2.974e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.9280 (4.5561)  acc1: 26.9531 (29.8517)  acc5: 47.2656 (51.6766)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [40]  [ 680/1251]  eta: 0:04:34  lr: 2.974e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.8017 (4.5600)  acc1: 28.1250 (29.8183)  acc5: 51.9531 (51.6371)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [40]  [ 690/1251]  eta: 0:04:29  lr: 2.974e-02  img/s: 5.41e+02  pen: 3.5e-02  loss: 4.6675 (4.5606)  acc1: 29.2969 (29.8237)  acc5: 51.9531 (51.6399)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [40]  [ 700/1251]  eta: 0:04:24  lr: 2.974e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.7767 (4.5611)  acc1: 28.1250 (29.8067)  acc5: 52.3438 (51.6383)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [40]  [ 710/1251]  eta: 0:04:19  lr: 2.974e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.6275 (4.5589)  acc1: 32.4219 (29.8364)  acc5: 56.6406 (51.6696)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [40]  [ 720/1251]  eta: 0:04:15  lr: 2.974e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.1074 (4.5547)  acc1: 35.1562 (29.8733)  acc5: 58.5938 (51.7250)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [40]  [ 730/1251]  eta: 0:04:10  lr: 2.974e-02  img/s: 5.39e+02  pen: 3.6e-02  loss: 3.8251 (4.5515)  acc1: 35.1562 (29.9178)  acc5: 60.9375 (51.7730)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [40]  [ 740/1251]  eta: 0:04:05  lr: 2.974e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.9697 (4.5453)  acc1: 35.1562 (29.9885)  acc5: 60.5469 (51.8582)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [40]  [ 750/1251]  eta: 0:04:00  lr: 2.974e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.9850 (4.5447)  acc1: 34.7656 (29.9762)  acc5: 59.7656 (51.8543)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [40]  [ 760/1251]  eta: 0:03:55  lr: 2.974e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.8515 (4.5499)  acc1: 29.2969 (29.9303)  acc5: 50.0000 (51.7863)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [40]  [ 770/1251]  eta: 0:03:50  lr: 2.974e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.8515 (4.5520)  acc1: 29.2969 (29.9089)  acc5: 50.0000 (51.7834)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [40]  [ 780/1251]  eta: 0:03:46  lr: 2.974e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.6081 (4.5498)  acc1: 32.0312 (29.9451)  acc5: 55.4688 (51.8186)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [40]  [ 790/1251]  eta: 0:03:41  lr: 2.974e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.2082 (4.5447)  acc1: 34.3750 (30.0149)  acc5: 57.8125 (51.9087)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [40]  [ 800/1251]  eta: 0:03:36  lr: 2.974e-02  img/s: 4.78e+02  pen: 3.9e-02  loss: 3.8479 (4.5437)  acc1: 35.1562 (30.0172)  acc5: 59.3750 (51.9092)  time: 0.4776  data: 0.0005  max mem: 42896
Epoch: [40]  [ 810/1251]  eta: 0:03:31  lr: 2.974e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.9631 (4.5469)  acc1: 26.5625 (29.9751)  acc5: 49.6094 (51.8428)  time: 0.4772  data: 0.0005  max mem: 42896
Epoch: [40]  [ 820/1251]  eta: 0:03:26  lr: 2.974e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.6088 (4.5454)  acc1: 27.3438 (29.9825)  acc5: 53.1250 (51.8680)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [40]  [ 830/1251]  eta: 0:03:21  lr: 2.974e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.6088 (4.5467)  acc1: 27.3438 (29.9667)  acc5: 53.1250 (51.8488)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [40]  [ 840/1251]  eta: 0:03:17  lr: 2.974e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.8989 (4.5486)  acc1: 28.1250 (29.9727)  acc5: 52.7344 (51.8570)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [40]  [ 850/1251]  eta: 0:03:12  lr: 2.974e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.6558 (4.5482)  acc1: 30.8594 (29.9767)  acc5: 53.5156 (51.8719)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [40]  [ 860/1251]  eta: 0:03:07  lr: 2.974e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4124 (4.5457)  acc1: 32.4219 (30.0096)  acc5: 56.2500 (51.9341)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [40]  [ 870/1251]  eta: 0:03:02  lr: 2.974e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.4706 (4.5484)  acc1: 30.4688 (29.9656)  acc5: 55.4688 (51.8823)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [40]  [ 880/1251]  eta: 0:02:57  lr: 2.974e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4706 (4.5457)  acc1: 30.4688 (29.9753)  acc5: 53.5156 (51.9035)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [40]  [ 890/1251]  eta: 0:02:53  lr: 2.974e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4027 (4.5447)  acc1: 35.9375 (29.9883)  acc5: 58.5938 (51.9207)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [40]  [ 900/1251]  eta: 0:02:48  lr: 2.974e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.5289 (4.5473)  acc1: 31.2500 (29.9437)  acc5: 55.4688 (51.8677)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [40]  [ 910/1251]  eta: 0:02:43  lr: 2.974e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 5.1394 (4.5510)  acc1: 26.9531 (29.9070)  acc5: 47.2656 (51.8189)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [40]  [ 920/1251]  eta: 0:02:38  lr: 2.974e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.1730 (4.5535)  acc1: 21.8750 (29.8521)  acc5: 42.9688 (51.7338)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [40]  [ 930/1251]  eta: 0:02:33  lr: 2.974e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 5.1105 (4.5553)  acc1: 21.0938 (29.8218)  acc5: 41.7969 (51.6859)  time: 0.4772  data: 0.0004  max mem: 42896
Epoch: [40]  [ 940/1251]  eta: 0:02:29  lr: 2.974e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.9343 (4.5587)  acc1: 27.3438 (29.7871)  acc5: 50.3906 (51.6447)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [40]  [ 950/1251]  eta: 0:02:24  lr: 2.974e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 4.9324 (4.5602)  acc1: 28.5156 (29.7594)  acc5: 50.7812 (51.5995)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [40]  [ 960/1251]  eta: 0:02:19  lr: 2.974e-02  img/s: 5.07e+02  pen: 4.2e-02  loss: 4.2208 (4.5579)  acc1: 33.9844 (29.7818)  acc5: 56.6406 (51.6190)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [40]  [ 970/1251]  eta: 0:02:14  lr: 2.974e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.0760 (4.5548)  acc1: 33.5938 (29.8098)  acc5: 58.2031 (51.6804)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [40]  [ 980/1251]  eta: 0:02:09  lr: 2.974e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.1940 (4.5561)  acc1: 32.8125 (29.7958)  acc5: 57.4219 (51.6616)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [40]  [ 990/1251]  eta: 0:02:05  lr: 2.974e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.9417 (4.5577)  acc1: 27.3438 (29.7561)  acc5: 46.8750 (51.6110)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [40]  [1000/1251]  eta: 0:02:00  lr: 2.974e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.9417 (4.5600)  acc1: 27.3438 (29.7269)  acc5: 46.4844 (51.5765)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [40]  [1010/1251]  eta: 0:01:55  lr: 2.974e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 4.4473 (4.5568)  acc1: 32.4219 (29.7632)  acc5: 57.4219 (51.6270)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [40]  [1020/1251]  eta: 0:01:50  lr: 2.974e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.1151 (4.5574)  acc1: 36.3281 (29.7403)  acc5: 58.2031 (51.5908)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [40]  [1030/1251]  eta: 0:01:45  lr: 2.974e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.3599 (4.5581)  acc1: 20.7031 (29.7178)  acc5: 41.7969 (51.5610)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [40]  [1040/1251]  eta: 0:01:41  lr: 2.974e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.5503 (4.5588)  acc1: 29.2969 (29.7175)  acc5: 55.4688 (51.5512)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [40]  [1050/1251]  eta: 0:01:36  lr: 2.974e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.6452 (4.5606)  acc1: 30.0781 (29.6726)  acc5: 53.1250 (51.5071)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [40]  [1060/1251]  eta: 0:01:31  lr: 2.974e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.9238 (4.5636)  acc1: 29.2969 (29.6349)  acc5: 52.3438 (51.4428)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [40]  [1070/1251]  eta: 0:01:26  lr: 2.974e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.4192 (4.5610)  acc1: 33.2031 (29.6591)  acc5: 56.6406 (51.4757)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [40]  [1080/1251]  eta: 0:01:21  lr: 2.974e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 3.7770 (4.5584)  acc1: 34.7656 (29.6889)  acc5: 60.1562 (51.5112)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [40]  [1090/1251]  eta: 0:01:17  lr: 2.974e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 4.2988 (4.5576)  acc1: 31.6406 (29.7029)  acc5: 55.0781 (51.5260)  time: 0.4774  data: 0.0003  max mem: 42896
Epoch: [40]  [1100/1251]  eta: 0:01:12  lr: 2.974e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.4855 (4.5555)  acc1: 33.2031 (29.7216)  acc5: 55.0781 (51.5519)  time: 0.4773  data: 0.0003  max mem: 42896
Epoch: [40]  [1110/1251]  eta: 0:01:07  lr: 2.974e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 4.2415 (4.5537)  acc1: 35.1562 (29.7504)  acc5: 56.2500 (51.5917)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [40]  [1120/1251]  eta: 0:01:02  lr: 2.974e-02  img/s: 5.07e+02  pen: 4.4e-02  loss: 4.3809 (4.5545)  acc1: 30.4688 (29.7164)  acc5: 50.7812 (51.5541)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [40]  [1130/1251]  eta: 0:00:57  lr: 2.974e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6422 (4.5533)  acc1: 30.8594 (29.7175)  acc5: 50.3906 (51.5490)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [40]  [1140/1251]  eta: 0:00:53  lr: 2.974e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.1631 (4.5528)  acc1: 32.0312 (29.7197)  acc5: 56.2500 (51.5543)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [40]  [1150/1251]  eta: 0:00:48  lr: 2.974e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.2631 (4.5514)  acc1: 35.1562 (29.7360)  acc5: 56.6406 (51.5635)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [40]  [1160/1251]  eta: 0:00:43  lr: 2.974e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.5184 (4.5525)  acc1: 33.9844 (29.7353)  acc5: 54.2969 (51.5527)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [40]  [1170/1251]  eta: 0:00:38  lr: 2.974e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.7313 (4.5527)  acc1: 29.2969 (29.7272)  acc5: 53.1250 (51.5458)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [40]  [1180/1251]  eta: 0:00:33  lr: 2.974e-02  img/s: 5.37e+02  pen: 3.9e-02  loss: 4.4607 (4.5527)  acc1: 29.2969 (29.7116)  acc5: 55.8594 (51.5397)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [40]  [1190/1251]  eta: 0:00:29  lr: 2.974e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.7565 (4.5562)  acc1: 30.4688 (29.6855)  acc5: 53.5156 (51.5041)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [40]  [1200/1251]  eta: 0:00:24  lr: 2.974e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.7565 (4.5571)  acc1: 30.4688 (29.6784)  acc5: 53.5156 (51.4883)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [40]  [1210/1251]  eta: 0:00:19  lr: 2.974e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.8098 (4.5587)  acc1: 26.9531 (29.6501)  acc5: 49.6094 (51.4522)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [40]  [1220/1251]  eta: 0:00:14  lr: 2.974e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 5.0231 (4.5594)  acc1: 26.9531 (29.6357)  acc5: 45.7031 (51.4259)  time: 0.4772  data: 0.0003  max mem: 42896
Epoch: [40]  [1230/1251]  eta: 0:00:10  lr: 2.974e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.6054 (4.5574)  acc1: 30.8594 (29.6482)  acc5: 53.5156 (51.4359)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [40]  [1240/1251]  eta: 0:00:05  lr: 2.974e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 3.8371 (4.5574)  acc1: 31.6406 (29.6393)  acc5: 56.2500 (51.4193)  time: 0.4739  data: 0.0005  max mem: 42896
Epoch: [40]  [1250/1251]  eta: 0:00:00  lr: 2.974e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.7803 (4.5572)  acc1: 29.6875 (29.6397)  acc5: 51.1719 (51.4164)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [40] Total time: 0:09:59
Test:   [ 0/49]  eta: 0:02:12  loss: 3.3846 (3.3846)  acc1: 55.0781 (55.0781)  acc5: 78.9062 (78.9062)  time: 2.7036  data: 2.4559  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 40.602 Acc@5 66.394 Loss: 3.770
Test: EMA  [ 0/49]  eta: 0:02:07  loss: nan (nan)  acc1: 4.2969 (4.2969)  acc5: 22.6562 (22.6562)  time: 2.6012  data: 2.3527  max mem: 42896
Test: EMA Total time: 0:00:17
Test: EMA Acc@1 0.318 Acc@5 1.056 Loss: nan
Epoch: [41]  [   0/1251]  eta: 1:12:35  lr: 2.973e-02  img/s: 5.01e+02  pen: 3.6e-02  loss: 5.6776 (5.6776)  acc1: 15.2344 (15.2344)  acc5: 30.4688 (30.4688)  time: 3.4813  data: 2.9705  max mem: 42896
Epoch: [41]  [  10/1251]  eta: 0:15:37  lr: 2.973e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.7667 (4.7259)  acc1: 29.6875 (27.8409)  acc5: 52.3438 (48.4020)  time: 0.7552  data: 0.2788  max mem: 42896
Epoch: [41]  [  20/1251]  eta: 0:12:44  lr: 2.973e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.3029 (4.5239)  acc1: 31.6406 (30.0037)  acc5: 56.6406 (51.8043)  time: 0.4784  data: 0.0050  max mem: 42896
Epoch: [41]  [  30/1251]  eta: 0:11:40  lr: 2.973e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.6721 (4.6198)  acc1: 29.6875 (28.2006)  acc5: 53.1250 (49.7984)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [41]  [  40/1251]  eta: 0:11:06  lr: 2.973e-02  img/s: 5.43e+02  pen: 5.0e-02  loss: 5.1327 (4.7328)  acc1: 23.8281 (26.9722)  acc5: 44.9219 (47.8563)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [41]  [  50/1251]  eta: 0:10:42  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.0274 (4.6702)  acc1: 28.5156 (28.0331)  acc5: 47.2656 (48.9737)  time: 0.4750  data: 0.0005  max mem: 42896
Epoch: [41]  [  60/1251]  eta: 0:10:25  lr: 2.973e-02  img/s: 5.43e+02  pen: 4.0e-02  loss: 4.6884 (4.6859)  acc1: 32.4219 (28.4132)  acc5: 55.8594 (49.6030)  time: 0.4733  data: 0.0004  max mem: 42896
Epoch: [41]  [  70/1251]  eta: 0:10:11  lr: 2.973e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.9621 (4.7210)  acc1: 29.6875 (28.0920)  acc5: 51.1719 (48.8941)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [41]  [  80/1251]  eta: 0:10:00  lr: 2.973e-02  img/s: 5.38e+02  pen: 3.9e-02  loss: 5.1548 (4.6891)  acc1: 26.5625 (28.2166)  acc5: 50.3906 (48.8860)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [41]  [  90/1251]  eta: 0:09:50  lr: 2.973e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.3368 (4.6885)  acc1: 28.9062 (28.5156)  acc5: 50.3906 (49.3475)  time: 0.4739  data: 0.0005  max mem: 42896
Epoch: [41]  [ 100/1251]  eta: 0:09:41  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.9083 (4.7059)  acc1: 28.9062 (28.5234)  acc5: 50.3906 (49.4121)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [41]  [ 110/1251]  eta: 0:09:33  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.8813 (4.6968)  acc1: 30.4688 (28.6669)  acc5: 51.9531 (49.6059)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [41]  [ 120/1251]  eta: 0:09:25  lr: 2.973e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.8813 (4.6897)  acc1: 29.2969 (28.8191)  acc5: 49.6094 (49.6836)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [41]  [ 130/1251]  eta: 0:09:18  lr: 2.973e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.7980 (4.6926)  acc1: 29.2969 (28.8019)  acc5: 52.7344 (49.7555)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [41]  [ 140/1251]  eta: 0:09:11  lr: 2.973e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.2788 (4.6563)  acc1: 32.4219 (29.1500)  acc5: 54.2969 (50.1773)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [41]  [ 150/1251]  eta: 0:09:05  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.1139 (4.6348)  acc1: 34.3750 (29.5349)  acc5: 57.4219 (50.5898)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [41]  [ 160/1251]  eta: 0:08:59  lr: 2.973e-02  img/s: 4.86e+02  pen: 4.1e-02  loss: 4.1934 (4.6121)  acc1: 34.7656 (29.8306)  acc5: 58.2031 (51.0287)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [41]  [ 170/1251]  eta: 0:08:53  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.1376 (4.6116)  acc1: 32.8125 (29.8588)  acc5: 58.2031 (51.1559)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [41]  [ 180/1251]  eta: 0:08:46  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.9151 (4.6100)  acc1: 30.8594 (29.8904)  acc5: 51.9531 (51.2517)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [41]  [ 190/1251]  eta: 0:08:41  lr: 2.973e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.3469 (4.5982)  acc1: 33.2031 (30.0065)  acc5: 55.0781 (51.4541)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [41]  [ 200/1251]  eta: 0:08:35  lr: 2.973e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.3469 (4.6010)  acc1: 30.8594 (29.9576)  acc5: 57.0312 (51.3643)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [41]  [ 210/1251]  eta: 0:08:29  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.8033 (4.5965)  acc1: 28.1250 (30.0263)  acc5: 53.5156 (51.4181)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [41]  [ 220/1251]  eta: 0:08:24  lr: 2.973e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.9235 (4.6055)  acc1: 27.3438 (29.8183)  acc5: 48.8281 (51.2479)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [41]  [ 230/1251]  eta: 0:08:18  lr: 2.973e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.8833 (4.6070)  acc1: 27.3438 (29.7687)  acc5: 48.0469 (51.1803)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [41]  [ 240/1251]  eta: 0:08:13  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.6786 (4.6126)  acc1: 30.0781 (29.7702)  acc5: 54.2969 (51.1978)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [41]  [ 250/1251]  eta: 0:08:07  lr: 2.973e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.4496 (4.5994)  acc1: 32.8125 (29.9334)  acc5: 56.6406 (51.4224)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [41]  [ 260/1251]  eta: 0:08:02  lr: 2.973e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.0214 (4.5821)  acc1: 33.9844 (30.0766)  acc5: 57.8125 (51.6358)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [41]  [ 270/1251]  eta: 0:07:57  lr: 2.973e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.0214 (4.5806)  acc1: 33.2031 (30.0969)  acc5: 55.8594 (51.6850)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [41]  [ 280/1251]  eta: 0:07:51  lr: 2.973e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.6168 (4.5821)  acc1: 31.6406 (30.0670)  acc5: 53.1250 (51.6556)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [41]  [ 290/1251]  eta: 0:07:46  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.6168 (4.5896)  acc1: 30.8594 (30.0473)  acc5: 53.9062 (51.6256)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [41]  [ 300/1251]  eta: 0:07:41  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.6297 (4.5935)  acc1: 30.8594 (29.9652)  acc5: 53.9062 (51.5184)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [41]  [ 310/1251]  eta: 0:07:36  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.8135 (4.5938)  acc1: 28.5156 (29.9387)  acc5: 51.5625 (51.5324)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [41]  [ 320/1251]  eta: 0:07:31  lr: 2.973e-02  img/s: 5.07e+02  pen: 4.6e-02  loss: 4.8135 (4.5910)  acc1: 30.4688 (29.9430)  acc5: 51.5625 (51.5053)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [41]  [ 330/1251]  eta: 0:07:26  lr: 2.973e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.8019 (4.5928)  acc1: 28.9062 (29.8822)  acc5: 51.5625 (51.4551)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [41]  [ 340/1251]  eta: 0:07:20  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.7462 (4.5883)  acc1: 29.6875 (29.9590)  acc5: 52.3438 (51.5327)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [41]  [ 350/1251]  eta: 0:07:15  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.1542 (4.5834)  acc1: 33.9844 (29.9568)  acc5: 54.6875 (51.5803)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [41]  [ 360/1251]  eta: 0:07:10  lr: 2.973e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.4064 (4.5768)  acc1: 31.6406 (30.0013)  acc5: 57.0312 (51.6815)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [41]  [ 370/1251]  eta: 0:07:05  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.6429 (4.5784)  acc1: 29.6875 (29.9002)  acc5: 55.0781 (51.5478)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [41]  [ 380/1251]  eta: 0:07:00  lr: 2.973e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.4181 (4.5744)  acc1: 29.6875 (29.9510)  acc5: 55.8594 (51.6056)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [41]  [ 390/1251]  eta: 0:06:55  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.4128 (4.5697)  acc1: 34.3750 (30.0252)  acc5: 57.4219 (51.7034)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [41]  [ 400/1251]  eta: 0:06:50  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.5346 (4.5723)  acc1: 29.6875 (30.0226)  acc5: 53.1250 (51.7037)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [41]  [ 410/1251]  eta: 0:06:45  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.5377 (4.5717)  acc1: 28.9062 (30.0335)  acc5: 52.3438 (51.6766)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [41]  [ 420/1251]  eta: 0:06:40  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5377 (4.5712)  acc1: 31.2500 (30.0113)  acc5: 53.9062 (51.6711)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [41]  [ 430/1251]  eta: 0:06:35  lr: 2.973e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.6075 (4.5709)  acc1: 28.9062 (29.9902)  acc5: 55.0781 (51.6667)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [41]  [ 440/1251]  eta: 0:06:30  lr: 2.973e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.3687 (4.5637)  acc1: 31.6406 (30.0737)  acc5: 56.2500 (51.7636)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [41]  [ 450/1251]  eta: 0:06:26  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.9321 (4.5532)  acc1: 35.1562 (30.1647)  acc5: 56.6406 (51.8795)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [41]  [ 460/1251]  eta: 0:06:21  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0239 (4.5554)  acc1: 34.3750 (30.1501)  acc5: 56.6406 (51.8481)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [41]  [ 470/1251]  eta: 0:06:16  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.3270 (4.5522)  acc1: 30.4688 (30.1843)  acc5: 55.0781 (51.8760)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [41]  [ 480/1251]  eta: 0:06:11  lr: 2.973e-02  img/s: 5.07e+02  pen: 4.2e-02  loss: 4.3270 (4.5560)  acc1: 30.4688 (30.0984)  acc5: 55.0781 (51.7452)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [41]  [ 490/1251]  eta: 0:06:06  lr: 2.973e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.4375 (4.5519)  acc1: 30.8594 (30.1545)  acc5: 54.2969 (51.8234)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [41]  [ 500/1251]  eta: 0:06:01  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.2665 (4.5493)  acc1: 32.8125 (30.1639)  acc5: 57.8125 (51.8767)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [41]  [ 510/1251]  eta: 0:05:56  lr: 2.973e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.7196 (4.5555)  acc1: 25.0000 (30.0453)  acc5: 44.5312 (51.7513)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [41]  [ 520/1251]  eta: 0:05:51  lr: 2.973e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.5294 (4.5517)  acc1: 31.2500 (30.0999)  acc5: 53.5156 (51.7897)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [41]  [ 530/1251]  eta: 0:05:46  lr: 2.973e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 3.7423 (4.5442)  acc1: 33.9844 (30.1605)  acc5: 59.7656 (51.8737)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [41]  [ 540/1251]  eta: 0:05:41  lr: 2.973e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.3978 (4.5481)  acc1: 31.6406 (30.1287)  acc5: 54.2969 (51.8260)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [41]  [ 550/1251]  eta: 0:05:37  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.9414 (4.5492)  acc1: 27.3438 (30.1079)  acc5: 49.2188 (51.8156)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [41]  [ 560/1251]  eta: 0:05:32  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.9414 (4.5517)  acc1: 25.3906 (30.0259)  acc5: 47.6562 (51.7373)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [41]  [ 570/1251]  eta: 0:05:27  lr: 2.973e-02  img/s: 5.37e+02  pen: 3.7e-02  loss: 4.3419 (4.5500)  acc1: 30.8594 (30.0289)  acc5: 57.8125 (51.7404)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [41]  [ 580/1251]  eta: 0:05:22  lr: 2.973e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.5885 (4.5542)  acc1: 31.2500 (30.0149)  acc5: 55.4688 (51.7259)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [41]  [ 590/1251]  eta: 0:05:17  lr: 2.973e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.6073 (4.5490)  acc1: 31.2500 (30.0411)  acc5: 51.1719 (51.7482)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [41]  [ 600/1251]  eta: 0:05:12  lr: 2.973e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.3926 (4.5509)  acc1: 33.2031 (30.0567)  acc5: 56.2500 (51.7594)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [41]  [ 610/1251]  eta: 0:05:07  lr: 2.973e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.7495 (4.5550)  acc1: 24.2188 (30.0206)  acc5: 48.4375 (51.7012)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [41]  [ 620/1251]  eta: 0:05:03  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6976 (4.5551)  acc1: 24.2188 (29.9794)  acc5: 48.4375 (51.6795)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [41]  [ 630/1251]  eta: 0:04:58  lr: 2.973e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.7675 (4.5615)  acc1: 28.1250 (29.9475)  acc5: 51.1719 (51.6417)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [41]  [ 640/1251]  eta: 0:04:53  lr: 2.973e-02  img/s: 5.09e+02  pen: 4.4e-02  loss: 4.7675 (4.5628)  acc1: 29.6875 (29.9325)  acc5: 51.1719 (51.6283)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [41]  [ 650/1251]  eta: 0:04:48  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.7136 (4.5631)  acc1: 29.6875 (29.9515)  acc5: 52.7344 (51.6585)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [41]  [ 660/1251]  eta: 0:04:43  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.4687 (4.5592)  acc1: 32.4219 (29.9741)  acc5: 55.8594 (51.6996)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [41]  [ 670/1251]  eta: 0:04:38  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1228 (4.5562)  acc1: 33.9844 (29.9966)  acc5: 57.4219 (51.7174)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [41]  [ 680/1251]  eta: 0:04:33  lr: 2.973e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.8494 (4.5612)  acc1: 29.2969 (29.9273)  acc5: 50.0000 (51.6158)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [41]  [ 690/1251]  eta: 0:04:29  lr: 2.973e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.2354 (4.5534)  acc1: 30.0781 (30.0063)  acc5: 51.5625 (51.7185)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [41]  [ 700/1251]  eta: 0:04:24  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0983 (4.5545)  acc1: 35.5469 (29.9984)  acc5: 58.9844 (51.7085)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [41]  [ 710/1251]  eta: 0:04:19  lr: 2.973e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.5886 (4.5535)  acc1: 28.9062 (29.9985)  acc5: 53.9062 (51.7053)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [41]  [ 720/1251]  eta: 0:04:14  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5692 (4.5521)  acc1: 30.4688 (30.0093)  acc5: 53.9062 (51.7445)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [41]  [ 730/1251]  eta: 0:04:09  lr: 2.973e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.8990 (4.5557)  acc1: 29.2969 (29.9632)  acc5: 52.7344 (51.6838)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [41]  [ 740/1251]  eta: 0:04:04  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.4157 (4.5506)  acc1: 30.8594 (30.0096)  acc5: 55.8594 (51.7670)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [41]  [ 750/1251]  eta: 0:04:00  lr: 2.973e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.0462 (4.5490)  acc1: 33.2031 (30.0240)  acc5: 58.5938 (51.7997)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [41]  [ 760/1251]  eta: 0:03:55  lr: 2.973e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.3166 (4.5479)  acc1: 32.0312 (30.0242)  acc5: 56.2500 (51.8109)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [41]  [ 770/1251]  eta: 0:03:50  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4613 (4.5482)  acc1: 32.0312 (30.0229)  acc5: 55.8594 (51.8300)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [41]  [ 780/1251]  eta: 0:03:45  lr: 2.973e-02  img/s: 5.28e+02  pen: 3.9e-02  loss: 4.3346 (4.5445)  acc1: 33.9844 (30.0746)  acc5: 58.2031 (51.8941)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [41]  [ 790/1251]  eta: 0:03:40  lr: 2.973e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.1390 (4.5415)  acc1: 34.3750 (30.1157)  acc5: 58.9844 (51.9497)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [41]  [ 800/1251]  eta: 0:03:36  lr: 2.973e-02  img/s: 5.10e+02  pen: 4.3e-02  loss: 4.7480 (4.5470)  acc1: 31.6406 (30.0776)  acc5: 51.5625 (51.9000)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [41]  [ 810/1251]  eta: 0:03:31  lr: 2.973e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.0562 (4.5470)  acc1: 26.5625 (30.0627)  acc5: 48.8281 (51.8857)  time: 0.4745  data: 0.0002  max mem: 42896
Epoch: [41]  [ 820/1251]  eta: 0:03:26  lr: 2.973e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 3.9662 (4.5446)  acc1: 30.4688 (30.0910)  acc5: 57.8125 (51.9227)  time: 0.4730  data: 0.0003  max mem: 42896
Epoch: [41]  [ 830/1251]  eta: 0:03:21  lr: 2.973e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.6066 (4.5471)  acc1: 32.4219 (30.0607)  acc5: 52.3438 (51.8657)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [41]  [ 840/1251]  eta: 0:03:16  lr: 2.973e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.5106 (4.5436)  acc1: 32.4219 (30.0698)  acc5: 56.2500 (51.8988)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [41]  [ 850/1251]  eta: 0:03:11  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.1775 (4.5427)  acc1: 32.4219 (30.0878)  acc5: 56.6406 (51.9384)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [41]  [ 860/1251]  eta: 0:03:07  lr: 2.973e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.1775 (4.5398)  acc1: 32.4219 (30.1185)  acc5: 57.4219 (51.9872)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [41]  [ 870/1251]  eta: 0:03:02  lr: 2.973e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.4462 (4.5421)  acc1: 32.4219 (30.0929)  acc5: 55.4688 (51.9383)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [41]  [ 880/1251]  eta: 0:02:57  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.6128 (4.5436)  acc1: 29.2969 (30.0945)  acc5: 54.6875 (51.9549)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [41]  [ 890/1251]  eta: 0:02:52  lr: 2.973e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.6128 (4.5454)  acc1: 29.2969 (30.0755)  acc5: 54.6875 (51.9295)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [41]  [ 900/1251]  eta: 0:02:47  lr: 2.973e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.6710 (4.5433)  acc1: 30.4688 (30.1015)  acc5: 53.5156 (51.9666)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [41]  [ 910/1251]  eta: 0:02:43  lr: 2.973e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.6710 (4.5449)  acc1: 32.4219 (30.0996)  acc5: 53.5156 (51.9467)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [41]  [ 920/1251]  eta: 0:02:38  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.9950 (4.5493)  acc1: 28.5156 (30.0489)  acc5: 49.6094 (51.8916)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [41]  [ 930/1251]  eta: 0:02:33  lr: 2.973e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.8581 (4.5468)  acc1: 30.0781 (30.0974)  acc5: 51.1719 (51.9313)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [41]  [ 940/1251]  eta: 0:02:28  lr: 2.973e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.1341 (4.5449)  acc1: 34.3750 (30.1167)  acc5: 57.8125 (51.9544)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [41]  [ 950/1251]  eta: 0:02:23  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.7325 (4.5482)  acc1: 31.2500 (30.0851)  acc5: 53.9062 (51.9145)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [41]  [ 960/1251]  eta: 0:02:19  lr: 2.973e-02  img/s: 5.06e+02  pen: 4.1e-02  loss: 4.9626 (4.5492)  acc1: 26.9531 (30.0619)  acc5: 47.2656 (51.8934)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [41]  [ 970/1251]  eta: 0:02:14  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.4392 (4.5484)  acc1: 32.0312 (30.0636)  acc5: 57.0312 (51.9073)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [41]  [ 980/1251]  eta: 0:02:09  lr: 2.973e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4392 (4.5480)  acc1: 32.4219 (30.0777)  acc5: 57.0312 (51.9340)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [41]  [ 990/1251]  eta: 0:02:04  lr: 2.973e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.7146 (4.5480)  acc1: 28.5156 (30.0501)  acc5: 52.7344 (51.9106)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [41]  [1000/1251]  eta: 0:02:00  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.9896 (4.5497)  acc1: 28.1250 (30.0391)  acc5: 47.6562 (51.8993)  time: 0.4771  data: 0.0004  max mem: 42896
Epoch: [41]  [1010/1251]  eta: 0:01:55  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.5534 (4.5498)  acc1: 30.0781 (30.0484)  acc5: 53.1250 (51.9145)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [41]  [1020/1251]  eta: 0:01:50  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.8505 (4.5520)  acc1: 30.4688 (30.0261)  acc5: 50.7812 (51.8931)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [41]  [1030/1251]  eta: 0:01:45  lr: 2.973e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.8505 (4.5519)  acc1: 28.5156 (30.0228)  acc5: 52.7344 (51.8876)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [41]  [1040/1251]  eta: 0:01:40  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.6303 (4.5533)  acc1: 28.5156 (30.0170)  acc5: 53.5156 (51.8912)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [41]  [1050/1251]  eta: 0:01:36  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.9557 (4.5556)  acc1: 26.1719 (29.9956)  acc5: 52.7344 (51.8769)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [41]  [1060/1251]  eta: 0:01:31  lr: 2.973e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.9409 (4.5548)  acc1: 29.6875 (30.0049)  acc5: 52.7344 (51.8872)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [41]  [1070/1251]  eta: 0:01:26  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.8639 (4.5552)  acc1: 30.0781 (30.0048)  acc5: 52.7344 (51.8922)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [41]  [1080/1251]  eta: 0:01:21  lr: 2.973e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.5391 (4.5540)  acc1: 30.0781 (30.0181)  acc5: 54.6875 (51.9058)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [41]  [1090/1251]  eta: 0:01:16  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1160 (4.5529)  acc1: 32.4219 (30.0362)  acc5: 56.6406 (51.9152)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [41]  [1100/1251]  eta: 0:01:12  lr: 2.973e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.3567 (4.5517)  acc1: 32.8125 (30.0732)  acc5: 56.6406 (51.9655)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [41]  [1110/1251]  eta: 0:01:07  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.6542 (4.5530)  acc1: 32.8125 (30.0676)  acc5: 54.2969 (51.9697)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [41]  [1120/1251]  eta: 0:01:02  lr: 2.973e-02  img/s: 5.07e+02  pen: 4.2e-02  loss: 4.7129 (4.5551)  acc1: 31.6406 (30.0384)  acc5: 51.5625 (51.9336)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [41]  [1130/1251]  eta: 0:00:57  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.1255 (4.5581)  acc1: 24.6094 (30.0028)  acc5: 42.1875 (51.8961)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [41]  [1140/1251]  eta: 0:00:53  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4939 (4.5571)  acc1: 28.1250 (30.0114)  acc5: 48.8281 (51.9110)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [41]  [1150/1251]  eta: 0:00:48  lr: 2.973e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.4491 (4.5565)  acc1: 32.0312 (30.0143)  acc5: 56.2500 (51.9205)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [41]  [1160/1251]  eta: 0:00:43  lr: 2.973e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.4444 (4.5563)  acc1: 34.7656 (30.0334)  acc5: 57.4219 (51.9366)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [41]  [1170/1251]  eta: 0:00:38  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.4444 (4.5554)  acc1: 33.9844 (30.0241)  acc5: 57.4219 (51.9338)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [41]  [1180/1251]  eta: 0:00:33  lr: 2.973e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.9167 (4.5579)  acc1: 27.7344 (29.9954)  acc5: 48.0469 (51.9015)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [41]  [1190/1251]  eta: 0:00:29  lr: 2.973e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.0516 (4.5599)  acc1: 25.7812 (29.9637)  acc5: 48.0469 (51.8623)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [41]  [1200/1251]  eta: 0:00:24  lr: 2.973e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.6165 (4.5583)  acc1: 31.6406 (29.9910)  acc5: 54.2969 (51.9099)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [41]  [1210/1251]  eta: 0:00:19  lr: 2.973e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.1188 (4.5563)  acc1: 33.5938 (30.0078)  acc5: 57.8125 (51.9354)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [41]  [1220/1251]  eta: 0:00:14  lr: 2.973e-02  img/s: 5.38e+02  pen: 3.9e-02  loss: 4.4079 (4.5582)  acc1: 32.0312 (29.9754)  acc5: 53.9062 (51.8917)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [41]  [1230/1251]  eta: 0:00:10  lr: 2.973e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.8544 (4.5591)  acc1: 28.1250 (29.9518)  acc5: 46.8750 (51.8471)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [41]  [1240/1251]  eta: 0:00:05  lr: 2.973e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.4233 (4.5580)  acc1: 32.4219 (29.9692)  acc5: 54.6875 (51.8612)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [41]  [1250/1251]  eta: 0:00:00  lr: 2.973e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.4132 (4.5574)  acc1: 33.9844 (29.9782)  acc5: 56.2500 (51.8744)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [41] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:57  loss: 2.7678 (2.7678)  acc1: 62.8906 (62.8906)  acc5: 85.9375 (85.9375)  time: 3.6286  data: 3.3767  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 45.212 Acc@5 71.048 Loss: 3.486
Test: EMA  [ 0/49]  eta: 0:02:57  loss: nan (nan)  acc1: 4.2969 (4.2969)  acc5: 23.0469 (23.0469)  time: 3.6145  data: 3.3656  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 0.336 Acc@5 1.058 Loss: nan
Epoch: [42]  [   0/1251]  eta: 1:23:44  lr: 2.971e-02  img/s: 4.98e+02  pen: 4.3e-02  loss: 4.6836 (4.6836)  acc1: 31.6406 (31.6406)  acc5: 55.0781 (55.0781)  time: 4.0162  data: 3.5020  max mem: 42896
Epoch: [42]  [  10/1251]  eta: 0:16:28  lr: 2.971e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 4.7100 (4.6934)  acc1: 31.6406 (29.0128)  acc5: 54.2969 (49.7514)  time: 0.7963  data: 0.3187  max mem: 42896
Epoch: [42]  [  20/1251]  eta: 0:13:10  lr: 2.971e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.7197 (4.6496)  acc1: 31.2500 (29.5015)  acc5: 54.2969 (50.1488)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [42]  [  30/1251]  eta: 0:11:57  lr: 2.971e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.1767 (4.4764)  acc1: 33.2031 (30.0655)  acc5: 58.5938 (51.8523)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [42]  [  40/1251]  eta: 0:11:19  lr: 2.971e-02  img/s: 5.39e+02  pen: 3.6e-02  loss: 3.7635 (4.4801)  acc1: 33.2031 (30.4497)  acc5: 60.1562 (52.0865)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [42]  [  50/1251]  eta: 0:10:53  lr: 2.971e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.7970 (4.4894)  acc1: 28.9062 (30.3002)  acc5: 49.6094 (51.8765)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [42]  [  60/1251]  eta: 0:10:33  lr: 2.971e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.7439 (4.4986)  acc1: 31.2500 (30.4047)  acc5: 53.1250 (51.9915)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [42]  [  70/1251]  eta: 0:10:19  lr: 2.971e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.7132 (4.5170)  acc1: 32.0312 (30.2762)  acc5: 53.1250 (51.8156)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [42]  [  80/1251]  eta: 0:10:07  lr: 2.971e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.5813 (4.5339)  acc1: 28.1250 (30.1312)  acc5: 49.6094 (51.8422)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [42]  [  90/1251]  eta: 0:09:56  lr: 2.971e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.9090 (4.5515)  acc1: 28.1250 (29.8506)  acc5: 49.2188 (51.6827)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [42]  [ 100/1251]  eta: 0:09:47  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.7948 (4.5571)  acc1: 28.5156 (29.9234)  acc5: 50.7812 (51.7907)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [42]  [ 110/1251]  eta: 0:09:38  lr: 2.971e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 4.7597 (4.5651)  acc1: 30.4688 (29.8811)  acc5: 53.5156 (51.5519)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [42]  [ 120/1251]  eta: 0:09:30  lr: 2.971e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.4559 (4.5475)  acc1: 32.4219 (30.0491)  acc5: 54.2969 (51.6981)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [42]  [ 130/1251]  eta: 0:09:22  lr: 2.971e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.5650 (4.5532)  acc1: 32.4219 (30.0274)  acc5: 53.9062 (51.7265)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [42]  [ 140/1251]  eta: 0:09:15  lr: 2.971e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.5650 (4.5445)  acc1: 33.9844 (30.0754)  acc5: 53.9062 (51.8395)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [42]  [ 150/1251]  eta: 0:09:08  lr: 2.971e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 3.8409 (4.5202)  acc1: 34.3750 (30.2851)  acc5: 60.5469 (52.2765)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [42]  [ 160/1251]  eta: 0:09:02  lr: 2.971e-02  img/s: 5.10e+02  pen: 4.1e-02  loss: 3.7873 (4.5095)  acc1: 33.9844 (30.4324)  acc5: 58.5938 (52.4214)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [42]  [ 170/1251]  eta: 0:08:55  lr: 2.971e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.3674 (4.5148)  acc1: 32.8125 (30.3591)  acc5: 52.3438 (52.2158)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [42]  [ 180/1251]  eta: 0:08:49  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.7611 (4.5192)  acc1: 32.0312 (30.3371)  acc5: 52.7344 (52.0912)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [42]  [ 190/1251]  eta: 0:08:43  lr: 2.971e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.6308 (4.5133)  acc1: 33.2031 (30.3869)  acc5: 54.2969 (52.1760)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [42]  [ 200/1251]  eta: 0:08:37  lr: 2.971e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.6308 (4.5178)  acc1: 31.2500 (30.3716)  acc5: 52.7344 (52.1650)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [42]  [ 210/1251]  eta: 0:08:31  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3903 (4.5048)  acc1: 33.2031 (30.6039)  acc5: 57.8125 (52.4345)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [42]  [ 220/1251]  eta: 0:08:26  lr: 2.971e-02  img/s: 5.38e+02  pen: 3.9e-02  loss: 4.2479 (4.4954)  acc1: 35.5469 (30.7021)  acc5: 59.3750 (52.5806)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [42]  [ 230/1251]  eta: 0:08:20  lr: 2.971e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.2695 (4.4970)  acc1: 35.1562 (30.6920)  acc5: 59.3750 (52.5720)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [42]  [ 240/1251]  eta: 0:08:15  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.4211 (4.5010)  acc1: 31.6406 (30.6357)  acc5: 56.6406 (52.4507)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [42]  [ 250/1251]  eta: 0:08:09  lr: 2.971e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.8762 (4.5071)  acc1: 29.6875 (30.5715)  acc5: 50.7812 (52.3982)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [42]  [ 260/1251]  eta: 0:08:04  lr: 2.971e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.5558 (4.5071)  acc1: 29.2969 (30.4852)  acc5: 54.2969 (52.3198)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [42]  [ 270/1251]  eta: 0:07:58  lr: 2.971e-02  img/s: 5.40e+02  pen: 3.5e-02  loss: 4.5558 (4.5096)  acc1: 29.6875 (30.4558)  acc5: 54.2969 (52.3466)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [42]  [ 280/1251]  eta: 0:07:53  lr: 2.971e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 3.8018 (4.4880)  acc1: 35.1562 (30.6147)  acc5: 60.9375 (52.5884)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [42]  [ 290/1251]  eta: 0:07:48  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.8984 (4.5069)  acc1: 33.2031 (30.3775)  acc5: 52.7344 (52.2914)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [42]  [ 300/1251]  eta: 0:07:43  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.7652 (4.5027)  acc1: 24.2188 (30.3870)  acc5: 48.8281 (52.4099)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [42]  [ 310/1251]  eta: 0:07:37  lr: 2.971e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 4.0427 (4.4945)  acc1: 33.5938 (30.4650)  acc5: 58.9844 (52.5234)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [42]  [ 320/1251]  eta: 0:07:32  lr: 2.971e-02  img/s: 4.98e+02  pen: 3.6e-02  loss: 4.4016 (4.5024)  acc1: 33.9844 (30.4213)  acc5: 58.2031 (52.4399)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [42]  [ 330/1251]  eta: 0:07:27  lr: 2.971e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.7543 (4.5023)  acc1: 29.2969 (30.4593)  acc5: 51.1719 (52.4913)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [42]  [ 340/1251]  eta: 0:07:22  lr: 2.971e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.9429 (4.5151)  acc1: 29.2969 (30.3565)  acc5: 51.1719 (52.2819)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [42]  [ 350/1251]  eta: 0:07:17  lr: 2.971e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.9908 (4.5168)  acc1: 30.8594 (30.3664)  acc5: 51.1719 (52.2859)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [42]  [ 360/1251]  eta: 0:07:12  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.9275 (4.5267)  acc1: 25.7812 (30.2285)  acc5: 49.2188 (52.1100)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [42]  [ 370/1251]  eta: 0:07:06  lr: 2.971e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 5.1247 (4.5317)  acc1: 23.4375 (30.1782)  acc5: 44.9219 (52.0668)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [42]  [ 380/1251]  eta: 0:07:01  lr: 2.971e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.8216 (4.5265)  acc1: 27.7344 (30.2370)  acc5: 49.6094 (52.1243)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [42]  [ 390/1251]  eta: 0:06:56  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.9634 (4.5341)  acc1: 27.7344 (30.1341)  acc5: 49.6094 (52.0011)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [42]  [ 400/1251]  eta: 0:06:51  lr: 2.971e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.9634 (4.5349)  acc1: 28.9062 (30.1638)  acc5: 48.4375 (52.0018)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [42]  [ 410/1251]  eta: 0:06:46  lr: 2.971e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.7233 (4.5356)  acc1: 29.6875 (30.1047)  acc5: 54.2969 (51.9465)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [42]  [ 420/1251]  eta: 0:06:41  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.3965 (4.5361)  acc1: 29.6875 (30.0624)  acc5: 53.9062 (51.9494)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [42]  [ 430/1251]  eta: 0:06:36  lr: 2.971e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.7028 (4.5386)  acc1: 28.1250 (30.0401)  acc5: 50.7812 (51.9033)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [42]  [ 440/1251]  eta: 0:06:31  lr: 2.971e-02  img/s: 5.41e+02  pen: 3.5e-02  loss: 4.6528 (4.5401)  acc1: 29.2969 (30.0188)  acc5: 50.7812 (51.8725)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [42]  [ 450/1251]  eta: 0:06:26  lr: 2.971e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.5042 (4.5383)  acc1: 30.8594 (30.0469)  acc5: 51.5625 (51.9072)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [42]  [ 460/1251]  eta: 0:06:21  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5919 (4.5411)  acc1: 30.8594 (30.0341)  acc5: 55.4688 (51.9269)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [42]  [ 470/1251]  eta: 0:06:16  lr: 2.971e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.5919 (4.5427)  acc1: 28.5156 (30.0035)  acc5: 55.4688 (51.9224)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [42]  [ 480/1251]  eta: 0:06:12  lr: 2.971e-02  img/s: 5.08e+02  pen: 3.9e-02  loss: 4.5720 (4.5441)  acc1: 25.0000 (29.9742)  acc5: 47.6562 (51.8687)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [42]  [ 490/1251]  eta: 0:06:07  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.9103 (4.5482)  acc1: 26.5625 (29.9461)  acc5: 46.0938 (51.8044)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [42]  [ 500/1251]  eta: 0:06:02  lr: 2.971e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.6642 (4.5453)  acc1: 30.0781 (30.0025)  acc5: 54.2969 (51.8619)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [42]  [ 510/1251]  eta: 0:05:57  lr: 2.971e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.2675 (4.5408)  acc1: 35.9375 (30.0598)  acc5: 59.3750 (51.9394)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [42]  [ 520/1251]  eta: 0:05:52  lr: 2.971e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.1179 (4.5380)  acc1: 34.3750 (30.1051)  acc5: 58.5938 (51.9861)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [42]  [ 530/1251]  eta: 0:05:47  lr: 2.971e-02  img/s: 5.37e+02  pen: 3.7e-02  loss: 4.4175 (4.5401)  acc1: 32.8125 (30.0936)  acc5: 54.2969 (51.9546)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [42]  [ 540/1251]  eta: 0:05:42  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.8105 (4.5419)  acc1: 30.8594 (30.1012)  acc5: 52.7344 (51.9582)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [42]  [ 550/1251]  eta: 0:05:37  lr: 2.971e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.9261 (4.5488)  acc1: 28.5156 (30.0639)  acc5: 46.8750 (51.9042)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [42]  [ 560/1251]  eta: 0:05:32  lr: 2.971e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.7861 (4.5509)  acc1: 30.0781 (30.0788)  acc5: 52.3438 (51.9093)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [42]  [ 570/1251]  eta: 0:05:27  lr: 2.971e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.5402 (4.5478)  acc1: 32.8125 (30.1212)  acc5: 55.4688 (51.9620)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [42]  [ 580/1251]  eta: 0:05:22  lr: 2.971e-02  img/s: 5.39e+02  pen: 3.6e-02  loss: 4.4806 (4.5510)  acc1: 32.8125 (30.0606)  acc5: 54.2969 (51.8845)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [42]  [ 590/1251]  eta: 0:05:18  lr: 2.971e-02  img/s: 5.39e+02  pen: 3.7e-02  loss: 5.1885 (4.5595)  acc1: 19.9219 (29.9387)  acc5: 40.2344 (51.6954)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [42]  [ 600/1251]  eta: 0:05:13  lr: 2.971e-02  img/s: 5.37e+02  pen: 4.1e-02  loss: 4.8695 (4.5579)  acc1: 24.6094 (29.9371)  acc5: 48.8281 (51.7224)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [42]  [ 610/1251]  eta: 0:05:08  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.7428 (4.5591)  acc1: 31.6406 (29.9432)  acc5: 53.1250 (51.7441)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [42]  [ 620/1251]  eta: 0:05:03  lr: 2.971e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.7696 (4.5628)  acc1: 29.2969 (29.8787)  acc5: 53.1250 (51.6984)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [42]  [ 630/1251]  eta: 0:04:58  lr: 2.971e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.7634 (4.5617)  acc1: 30.4688 (29.9066)  acc5: 52.3438 (51.7173)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [42]  [ 640/1251]  eta: 0:04:53  lr: 2.971e-02  img/s: 5.07e+02  pen: 4.1e-02  loss: 4.5559 (4.5635)  acc1: 30.8594 (29.9233)  acc5: 52.7344 (51.7581)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [42]  [ 650/1251]  eta: 0:04:48  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.5559 (4.5615)  acc1: 30.4688 (29.9347)  acc5: 55.0781 (51.7935)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [42]  [ 660/1251]  eta: 0:04:44  lr: 2.971e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.0515 (4.5574)  acc1: 34.3750 (29.9771)  acc5: 55.4688 (51.8414)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [42]  [ 670/1251]  eta: 0:04:39  lr: 2.971e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.2270 (4.5568)  acc1: 33.2031 (29.9844)  acc5: 58.2031 (51.8489)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [42]  [ 680/1251]  eta: 0:04:34  lr: 2.971e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.5879 (4.5588)  acc1: 32.8125 (29.9319)  acc5: 57.0312 (51.7919)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [42]  [ 690/1251]  eta: 0:04:29  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.3579 (4.5545)  acc1: 33.2031 (29.9984)  acc5: 57.0312 (51.8808)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [42]  [ 700/1251]  eta: 0:04:24  lr: 2.971e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.3579 (4.5552)  acc1: 37.8906 (30.0118)  acc5: 56.6406 (51.8746)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [42]  [ 710/1251]  eta: 0:04:19  lr: 2.971e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.5079 (4.5543)  acc1: 33.5938 (30.0094)  acc5: 55.8594 (51.8779)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [42]  [ 720/1251]  eta: 0:04:14  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.6756 (4.5563)  acc1: 28.9062 (29.9914)  acc5: 49.6094 (51.8534)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [42]  [ 730/1251]  eta: 0:04:10  lr: 2.971e-02  img/s: 5.37e+02  pen: 4.2e-02  loss: 4.7612 (4.5584)  acc1: 30.4688 (29.9932)  acc5: 51.1719 (51.8388)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [42]  [ 740/1251]  eta: 0:04:05  lr: 2.971e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.9921 (4.5627)  acc1: 26.9531 (29.9690)  acc5: 50.7812 (51.8182)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [42]  [ 750/1251]  eta: 0:04:00  lr: 2.971e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.9640 (4.5625)  acc1: 26.9531 (29.9887)  acc5: 51.5625 (51.8527)  time: 0.4771  data: 0.0003  max mem: 42896
Epoch: [42]  [ 760/1251]  eta: 0:03:55  lr: 2.971e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.4455 (4.5632)  acc1: 32.8125 (29.9996)  acc5: 54.6875 (51.8664)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [42]  [ 770/1251]  eta: 0:03:50  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.9135 (4.5635)  acc1: 30.0781 (29.9955)  acc5: 52.7344 (51.8427)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [42]  [ 780/1251]  eta: 0:03:46  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.9688 (4.5648)  acc1: 30.0781 (29.9796)  acc5: 49.6094 (51.8116)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [42]  [ 790/1251]  eta: 0:03:41  lr: 2.971e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.7703 (4.5622)  acc1: 32.4219 (30.0218)  acc5: 55.4688 (51.8623)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [42]  [ 800/1251]  eta: 0:03:36  lr: 2.971e-02  img/s: 5.08e+02  pen: 4.3e-02  loss: 4.8913 (4.5675)  acc1: 28.5156 (29.9703)  acc5: 50.0000 (51.7844)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [42]  [ 810/1251]  eta: 0:03:31  lr: 2.971e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.0207 (4.5689)  acc1: 28.1250 (29.9548)  acc5: 47.6562 (51.7508)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [42]  [ 820/1251]  eta: 0:03:26  lr: 2.971e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 5.0873 (4.5727)  acc1: 23.4375 (29.9059)  acc5: 43.3594 (51.6886)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [42]  [ 830/1251]  eta: 0:03:21  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.7903 (4.5718)  acc1: 25.7812 (29.9009)  acc5: 48.4375 (51.6871)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [42]  [ 840/1251]  eta: 0:03:17  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.9294 (4.5761)  acc1: 28.9062 (29.8645)  acc5: 51.1719 (51.6549)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [42]  [ 850/1251]  eta: 0:03:12  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.0567 (4.5801)  acc1: 23.0469 (29.8059)  acc5: 48.0469 (51.5772)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [42]  [ 860/1251]  eta: 0:03:07  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6494 (4.5768)  acc1: 32.4219 (29.8594)  acc5: 51.9531 (51.6482)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [42]  [ 870/1251]  eta: 0:03:02  lr: 2.971e-02  img/s: 5.41e+02  pen: 3.4e-02  loss: 4.2996 (4.5750)  acc1: 35.1562 (29.8759)  acc5: 58.5938 (51.6688)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [42]  [ 880/1251]  eta: 0:02:57  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.5887 (4.5748)  acc1: 33.5938 (29.8711)  acc5: 53.9062 (51.6618)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [42]  [ 890/1251]  eta: 0:02:53  lr: 2.971e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.2085 (4.5703)  acc1: 33.9844 (29.9181)  acc5: 57.0312 (51.7265)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [42]  [ 900/1251]  eta: 0:02:48  lr: 2.971e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.9588 (4.5682)  acc1: 36.7188 (29.9611)  acc5: 58.9844 (51.7693)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [42]  [ 910/1251]  eta: 0:02:43  lr: 2.971e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.6544 (4.5706)  acc1: 28.9062 (29.9246)  acc5: 51.9531 (51.7340)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [42]  [ 920/1251]  eta: 0:02:38  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.7505 (4.5700)  acc1: 29.2969 (29.9331)  acc5: 51.9531 (51.7415)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [42]  [ 930/1251]  eta: 0:02:33  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.6592 (4.5723)  acc1: 30.8594 (29.9116)  acc5: 54.2969 (51.7236)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [42]  [ 940/1251]  eta: 0:02:28  lr: 2.971e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.6227 (4.5694)  acc1: 32.0312 (29.9582)  acc5: 55.4688 (51.7800)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [42]  [ 950/1251]  eta: 0:02:24  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.4866 (4.5715)  acc1: 32.8125 (29.9257)  acc5: 54.6875 (51.7399)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [42]  [ 960/1251]  eta: 0:02:19  lr: 2.971e-02  img/s: 5.10e+02  pen: 4.1e-02  loss: 4.7095 (4.5708)  acc1: 30.0781 (29.9204)  acc5: 51.5625 (51.7446)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [42]  [ 970/1251]  eta: 0:02:14  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.2932 (4.5712)  acc1: 29.6875 (29.9116)  acc5: 51.1719 (51.7335)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [42]  [ 980/1251]  eta: 0:02:09  lr: 2.971e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.8244 (4.5724)  acc1: 29.6875 (29.9077)  acc5: 53.5156 (51.7329)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [42]  [ 990/1251]  eta: 0:02:04  lr: 2.971e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.6005 (4.5694)  acc1: 30.4688 (29.9417)  acc5: 54.6875 (51.7761)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [42]  [1000/1251]  eta: 0:02:00  lr: 2.971e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.6772 (4.5729)  acc1: 29.2969 (29.8974)  acc5: 51.5625 (51.7342)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [42]  [1010/1251]  eta: 0:01:55  lr: 2.971e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.6772 (4.5719)  acc1: 27.3438 (29.9039)  acc5: 48.0469 (51.7310)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [42]  [1020/1251]  eta: 0:01:50  lr: 2.971e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.2706 (4.5702)  acc1: 34.3750 (29.9362)  acc5: 59.3750 (51.7867)  time: 0.4734  data: 0.0004  max mem: 42896
Epoch: [42]  [1030/1251]  eta: 0:01:45  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5157 (4.5698)  acc1: 33.5938 (29.9512)  acc5: 55.8594 (51.8073)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [42]  [1040/1251]  eta: 0:01:40  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.5822 (4.5702)  acc1: 31.6406 (29.9513)  acc5: 55.0781 (51.8154)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [42]  [1050/1251]  eta: 0:01:36  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.2996 (4.5688)  acc1: 32.4219 (29.9525)  acc5: 57.8125 (51.8208)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [42]  [1060/1251]  eta: 0:01:31  lr: 2.971e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.0656 (4.5684)  acc1: 30.8594 (29.9375)  acc5: 57.8125 (51.8246)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [42]  [1070/1251]  eta: 0:01:26  lr: 2.971e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.4929 (4.5697)  acc1: 28.1250 (29.9071)  acc5: 53.9062 (51.8069)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [42]  [1080/1251]  eta: 0:01:21  lr: 2.971e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.7391 (4.5693)  acc1: 30.8594 (29.9137)  acc5: 53.9062 (51.8050)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [42]  [1090/1251]  eta: 0:01:17  lr: 2.971e-02  img/s: 5.42e+02  pen: 3.5e-02  loss: 4.7742 (4.5709)  acc1: 30.0781 (29.8970)  acc5: 53.1250 (51.7848)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [42]  [1100/1251]  eta: 0:01:12  lr: 2.971e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.2139 (4.5669)  acc1: 33.9844 (29.9493)  acc5: 56.6406 (51.8481)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [42]  [1110/1251]  eta: 0:01:07  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.0164 (4.5665)  acc1: 34.3750 (29.9579)  acc5: 57.4219 (51.8670)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [42]  [1120/1251]  eta: 0:01:02  lr: 2.971e-02  img/s: 5.07e+02  pen: 4.3e-02  loss: 4.8679 (4.5681)  acc1: 29.2969 (29.9502)  acc5: 52.7344 (51.8601)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [42]  [1130/1251]  eta: 0:00:57  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.4601 (4.5658)  acc1: 32.8125 (29.9669)  acc5: 52.7344 (51.8768)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [42]  [1140/1251]  eta: 0:00:53  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1236 (4.5643)  acc1: 35.9375 (29.9898)  acc5: 58.5938 (51.8929)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [42]  [1150/1251]  eta: 0:00:48  lr: 2.971e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.7891 (4.5664)  acc1: 29.6875 (29.9709)  acc5: 53.1250 (51.8740)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [42]  [1160/1251]  eta: 0:00:43  lr: 2.971e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.7721 (4.5653)  acc1: 29.6875 (29.9816)  acc5: 52.7344 (51.8754)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [42]  [1170/1251]  eta: 0:00:38  lr: 2.971e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.8312 (4.5616)  acc1: 34.3750 (30.0261)  acc5: 57.0312 (51.9204)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [42]  [1180/1251]  eta: 0:00:33  lr: 2.971e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.9511 (4.5610)  acc1: 34.3750 (30.0302)  acc5: 58.2031 (51.9184)  time: 0.4732  data: 0.0004  max mem: 42896
Epoch: [42]  [1190/1251]  eta: 0:00:29  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.6978 (4.5607)  acc1: 32.8125 (30.0158)  acc5: 54.2969 (51.9072)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [42]  [1200/1251]  eta: 0:00:24  lr: 2.971e-02  img/s: 5.41e+02  pen: 3.5e-02  loss: 4.5351 (4.5591)  acc1: 33.5938 (30.0417)  acc5: 55.4688 (51.9372)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [42]  [1210/1251]  eta: 0:00:19  lr: 2.971e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.8933 (4.5576)  acc1: 33.9844 (30.0436)  acc5: 58.2031 (51.9380)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [42]  [1220/1251]  eta: 0:00:14  lr: 2.971e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.9276 (4.5554)  acc1: 35.1562 (30.0525)  acc5: 59.3750 (51.9554)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [42]  [1230/1251]  eta: 0:00:10  lr: 2.971e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.2243 (4.5541)  acc1: 36.3281 (30.0689)  acc5: 59.7656 (51.9677)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [42]  [1240/1251]  eta: 0:00:05  lr: 2.971e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.1079 (4.5514)  acc1: 34.3750 (30.0967)  acc5: 58.5938 (52.0035)  time: 0.4736  data: 0.0005  max mem: 42896
Epoch: [42]  [1250/1251]  eta: 0:00:00  lr: 2.971e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.2147 (4.5510)  acc1: 32.4219 (30.1118)  acc5: 58.2031 (52.0203)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [42] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:27  loss: 2.9233 (2.9233)  acc1: 61.7188 (61.7188)  acc5: 85.9375 (85.9375)  time: 3.0177  data: 2.7662  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 46.582 Acc@5 72.712 Loss: 3.447
Test: EMA  [ 0/49]  eta: 0:03:00  loss: nan (nan)  acc1: 4.2969 (4.2969)  acc5: 23.0469 (23.0469)  time: 3.6850  data: 3.4400  max mem: 42896
Test: EMA Total time: 0:00:17
Test: EMA Acc@1 0.342 Acc@5 1.064 Loss: nan
Epoch: [43]  [   0/1251]  eta: 1:09:16  lr: 2.970e-02  img/s: 5.08e+02  pen: 3.6e-02  loss: 5.4785 (5.4785)  acc1: 20.3125 (20.3125)  acc5: 43.7500 (43.7500)  time: 3.3224  data: 2.8187  max mem: 42896
Epoch: [43]  [  10/1251]  eta: 0:15:11  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.4177 (4.5622)  acc1: 32.8125 (28.3381)  acc5: 57.4219 (50.6037)  time: 0.7344  data: 0.2565  max mem: 42896
Epoch: [43]  [  20/1251]  eta: 0:12:31  lr: 2.970e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.8445 (4.7422)  acc1: 29.6875 (27.1763)  acc5: 50.0000 (48.5119)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [43]  [  30/1251]  eta: 0:11:31  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.6620 (4.5823)  acc1: 29.6875 (28.8054)  acc5: 55.0781 (51.0711)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [43]  [  40/1251]  eta: 0:10:59  lr: 2.970e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.7761 (4.5220)  acc1: 33.5938 (29.4398)  acc5: 59.3750 (51.8388)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [43]  [  50/1251]  eta: 0:10:37  lr: 2.970e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.9208 (4.4497)  acc1: 34.3750 (30.4764)  acc5: 59.3750 (53.0331)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [43]  [  60/1251]  eta: 0:10:20  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.0408 (4.4583)  acc1: 34.7656 (30.7441)  acc5: 59.3750 (53.1634)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [43]  [  70/1251]  eta: 0:10:08  lr: 2.970e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.3904 (4.4345)  acc1: 33.2031 (31.1235)  acc5: 56.6406 (53.5596)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [43]  [  80/1251]  eta: 0:09:57  lr: 2.970e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.1005 (4.4123)  acc1: 35.5469 (31.3754)  acc5: 55.4688 (53.7616)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [43]  [  90/1251]  eta: 0:09:47  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.1161 (4.4258)  acc1: 32.4219 (31.0869)  acc5: 55.4688 (53.3139)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [43]  [ 100/1251]  eta: 0:09:39  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.5903 (4.4333)  acc1: 32.4219 (31.2500)  acc5: 57.4219 (53.5775)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [43]  [ 110/1251]  eta: 0:09:31  lr: 2.970e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.3944 (4.4263)  acc1: 34.7656 (31.4365)  acc5: 57.8125 (53.7831)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [43]  [ 120/1251]  eta: 0:09:23  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1527 (4.4113)  acc1: 35.1562 (31.6439)  acc5: 60.5469 (54.1161)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [43]  [ 130/1251]  eta: 0:09:17  lr: 2.970e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.5256 (4.4264)  acc1: 33.2031 (31.5005)  acc5: 56.6406 (53.9212)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [43]  [ 140/1251]  eta: 0:09:10  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 5.0156 (4.4588)  acc1: 28.1250 (31.0311)  acc5: 48.4375 (53.3439)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [43]  [ 150/1251]  eta: 0:09:03  lr: 2.970e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.6697 (4.4598)  acc1: 30.4688 (31.1388)  acc5: 52.7344 (53.4535)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [43]  [ 160/1251]  eta: 0:08:57  lr: 2.970e-02  img/s: 5.11e+02  pen: 4.1e-02  loss: 4.4192 (4.4603)  acc1: 33.9844 (31.1432)  acc5: 56.6406 (53.5229)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [43]  [ 170/1251]  eta: 0:08:51  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.6841 (4.4691)  acc1: 29.2969 (30.9462)  acc5: 50.0000 (53.2095)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [43]  [ 180/1251]  eta: 0:08:45  lr: 2.970e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.6781 (4.4717)  acc1: 28.9062 (30.8831)  acc5: 50.0000 (53.0840)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [43]  [ 190/1251]  eta: 0:08:39  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.6781 (4.4770)  acc1: 30.0781 (30.7244)  acc5: 54.6875 (52.8919)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [43]  [ 200/1251]  eta: 0:08:34  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.5553 (4.4782)  acc1: 32.4219 (30.7680)  acc5: 57.4219 (52.9754)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [43]  [ 210/1251]  eta: 0:08:28  lr: 2.970e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.4229 (4.4723)  acc1: 33.5938 (30.8335)  acc5: 58.2031 (53.1102)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [43]  [ 220/1251]  eta: 0:08:23  lr: 2.970e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.5381 (4.4839)  acc1: 30.4688 (30.6649)  acc5: 56.6406 (52.9624)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [43]  [ 230/1251]  eta: 0:08:17  lr: 2.970e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.8591 (4.5012)  acc1: 27.7344 (30.4992)  acc5: 50.0000 (52.7394)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [43]  [ 240/1251]  eta: 0:08:12  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.9177 (4.5056)  acc1: 26.9531 (30.4623)  acc5: 48.8281 (52.6939)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [43]  [ 250/1251]  eta: 0:08:06  lr: 2.970e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.9400 (4.5094)  acc1: 26.9531 (30.3660)  acc5: 48.4375 (52.6177)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [43]  [ 260/1251]  eta: 0:08:01  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.8247 (4.5157)  acc1: 28.9062 (30.3400)  acc5: 53.5156 (52.5204)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [43]  [ 270/1251]  eta: 0:07:56  lr: 2.970e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 5.0436 (4.5306)  acc1: 27.7344 (30.2324)  acc5: 51.5625 (52.3582)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [43]  [ 280/1251]  eta: 0:07:51  lr: 2.970e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.8046 (4.5270)  acc1: 29.6875 (30.3214)  acc5: 54.2969 (52.5092)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [43]  [ 290/1251]  eta: 0:07:46  lr: 2.970e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.7028 (4.5324)  acc1: 31.2500 (30.3802)  acc5: 55.4688 (52.4901)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [43]  [ 300/1251]  eta: 0:07:40  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.6541 (4.5311)  acc1: 32.8125 (30.3766)  acc5: 55.4688 (52.4839)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [43]  [ 310/1251]  eta: 0:07:35  lr: 2.970e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.1413 (4.5266)  acc1: 32.8125 (30.4122)  acc5: 58.5938 (52.5058)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [43]  [ 320/1251]  eta: 0:07:30  lr: 2.970e-02  img/s: 5.06e+02  pen: 4.6e-02  loss: 4.4055 (4.5278)  acc1: 31.2500 (30.4067)  acc5: 57.8125 (52.5336)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [43]  [ 330/1251]  eta: 0:07:25  lr: 2.970e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.1598 (4.5167)  acc1: 33.9844 (30.5561)  acc5: 58.9844 (52.7037)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [43]  [ 340/1251]  eta: 0:07:20  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.9250 (4.5150)  acc1: 36.7188 (30.5226)  acc5: 61.3281 (52.6645)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [43]  [ 350/1251]  eta: 0:07:15  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.4315 (4.5214)  acc1: 30.0781 (30.4298)  acc5: 51.5625 (52.5396)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [43]  [ 360/1251]  eta: 0:07:10  lr: 2.970e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.3973 (4.5181)  acc1: 33.9844 (30.5077)  acc5: 54.2969 (52.6208)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [43]  [ 370/1251]  eta: 0:07:05  lr: 2.970e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.2136 (4.5188)  acc1: 33.5938 (30.4782)  acc5: 56.2500 (52.5764)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [43]  [ 380/1251]  eta: 0:07:00  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.0589 (4.5101)  acc1: 32.0312 (30.5467)  acc5: 56.2500 (52.6636)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [43]  [ 390/1251]  eta: 0:06:55  lr: 2.970e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2123 (4.5105)  acc1: 33.2031 (30.5717)  acc5: 58.5938 (52.6604)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [43]  [ 400/1251]  eta: 0:06:50  lr: 2.970e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.4487 (4.5068)  acc1: 33.2031 (30.6577)  acc5: 54.2969 (52.7539)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [43]  [ 410/1251]  eta: 0:06:45  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.5833 (4.5137)  acc1: 31.2500 (30.5952)  acc5: 54.2969 (52.7002)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [43]  [ 420/1251]  eta: 0:06:40  lr: 2.970e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.5160 (4.5077)  acc1: 31.2500 (30.6163)  acc5: 56.6406 (52.7668)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [43]  [ 430/1251]  eta: 0:06:35  lr: 2.970e-02  img/s: 5.42e+02  pen: 3.5e-02  loss: 4.0707 (4.5048)  acc1: 32.4219 (30.6790)  acc5: 59.3750 (52.8413)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [43]  [ 440/1251]  eta: 0:06:30  lr: 2.970e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.1220 (4.5034)  acc1: 32.0312 (30.6601)  acc5: 56.6406 (52.7733)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [43]  [ 450/1251]  eta: 0:06:25  lr: 2.970e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.3044 (4.5005)  acc1: 32.4219 (30.7217)  acc5: 58.5938 (52.8548)  time: 0.4760  data: 0.0005  max mem: 42896
Epoch: [43]  [ 460/1251]  eta: 0:06:20  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.6246 (4.5048)  acc1: 31.2500 (30.7213)  acc5: 53.9062 (52.8183)  time: 0.4764  data: 0.0005  max mem: 42896
Epoch: [43]  [ 470/1251]  eta: 0:06:15  lr: 2.970e-02  img/s: 5.37e+02  pen: 4.7e-02  loss: 4.4319 (4.4975)  acc1: 32.0312 (30.8013)  acc5: 55.0781 (52.9260)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [43]  [ 480/1251]  eta: 0:06:10  lr: 2.970e-02  img/s: 5.08e+02  pen: 4.0e-02  loss: 4.4319 (4.5030)  acc1: 32.8125 (30.7343)  acc5: 56.2500 (52.8464)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [43]  [ 490/1251]  eta: 0:06:06  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.6038 (4.4960)  acc1: 30.8594 (30.8085)  acc5: 54.6875 (52.9134)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [43]  [ 500/1251]  eta: 0:06:01  lr: 2.970e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.8118 (4.4946)  acc1: 32.4219 (30.8017)  acc5: 57.0312 (52.9145)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [43]  [ 510/1251]  eta: 0:05:56  lr: 2.970e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.1952 (4.4933)  acc1: 33.2031 (30.8250)  acc5: 57.0312 (52.9270)  time: 0.4745  data: 0.0005  max mem: 42896
Epoch: [43]  [ 520/1251]  eta: 0:05:51  lr: 2.970e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.0583 (4.4858)  acc1: 35.9375 (30.9239)  acc5: 57.0312 (53.0613)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [43]  [ 530/1251]  eta: 0:05:46  lr: 2.970e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.9244 (4.4846)  acc1: 33.9844 (30.9594)  acc5: 55.4688 (53.1007)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [43]  [ 540/1251]  eta: 0:05:41  lr: 2.970e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.9325 (4.4933)  acc1: 28.1250 (30.8189)  acc5: 50.3906 (52.8961)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [43]  [ 550/1251]  eta: 0:05:36  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 5.0117 (4.4929)  acc1: 26.5625 (30.8041)  acc5: 44.1406 (52.8577)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [43]  [ 560/1251]  eta: 0:05:31  lr: 2.970e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.7094 (4.4997)  acc1: 29.2969 (30.7347)  acc5: 53.5156 (52.7768)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [43]  [ 570/1251]  eta: 0:05:26  lr: 2.970e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 5.0939 (4.5039)  acc1: 26.9531 (30.6740)  acc5: 48.0469 (52.6879)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [43]  [ 580/1251]  eta: 0:05:22  lr: 2.970e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 5.0294 (4.5095)  acc1: 29.6875 (30.6341)  acc5: 49.6094 (52.6503)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [43]  [ 590/1251]  eta: 0:05:17  lr: 2.970e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.4695 (4.5058)  acc1: 31.2500 (30.6862)  acc5: 55.4688 (52.7179)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [43]  [ 600/1251]  eta: 0:05:12  lr: 2.970e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.2669 (4.5064)  acc1: 31.2500 (30.6748)  acc5: 55.0781 (52.6928)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [43]  [ 610/1251]  eta: 0:05:07  lr: 2.970e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.2363 (4.5031)  acc1: 31.2500 (30.7047)  acc5: 52.7344 (52.7203)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [43]  [ 620/1251]  eta: 0:05:02  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0404 (4.5013)  acc1: 33.5938 (30.7078)  acc5: 58.9844 (52.7124)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [43]  [ 630/1251]  eta: 0:04:57  lr: 2.970e-02  img/s: 5.41e+02  pen: 3.5e-02  loss: 4.0404 (4.5011)  acc1: 33.2031 (30.6668)  acc5: 55.4688 (52.6601)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [43]  [ 640/1251]  eta: 0:04:53  lr: 2.970e-02  img/s: 5.06e+02  pen: 4.1e-02  loss: 4.2813 (4.5016)  acc1: 26.1719 (30.6583)  acc5: 50.3906 (52.6424)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [43]  [ 650/1251]  eta: 0:04:48  lr: 2.970e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.2813 (4.5016)  acc1: 28.1250 (30.6446)  acc5: 50.7812 (52.6330)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [43]  [ 660/1251]  eta: 0:04:43  lr: 2.970e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.1105 (4.5001)  acc1: 32.8125 (30.6644)  acc5: 57.4219 (52.6493)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [43]  [ 670/1251]  eta: 0:04:38  lr: 2.970e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.6661 (4.5041)  acc1: 28.5156 (30.6195)  acc5: 50.7812 (52.5929)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [43]  [ 680/1251]  eta: 0:04:33  lr: 2.970e-02  img/s: 5.38e+02  pen: 3.5e-02  loss: 4.1561 (4.4979)  acc1: 36.3281 (30.7022)  acc5: 60.1562 (52.6805)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [43]  [ 690/1251]  eta: 0:04:28  lr: 2.970e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 3.9904 (4.4991)  acc1: 35.1562 (30.6841)  acc5: 60.1562 (52.6615)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [43]  [ 700/1251]  eta: 0:04:24  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.2314 (4.4944)  acc1: 33.5938 (30.7373)  acc5: 57.8125 (52.7433)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [43]  [ 710/1251]  eta: 0:04:19  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.1190 (4.4928)  acc1: 33.5938 (30.7550)  acc5: 59.3750 (52.7646)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [43]  [ 720/1251]  eta: 0:04:14  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4146 (4.4926)  acc1: 32.8125 (30.7489)  acc5: 56.6406 (52.7739)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [43]  [ 730/1251]  eta: 0:04:09  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0098 (4.4869)  acc1: 34.7656 (30.8033)  acc5: 56.6406 (52.8338)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [43]  [ 740/1251]  eta: 0:04:04  lr: 2.970e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.0098 (4.4887)  acc1: 34.3750 (30.7645)  acc5: 57.4219 (52.7760)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [43]  [ 750/1251]  eta: 0:03:59  lr: 2.970e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.1078 (4.4950)  acc1: 24.2188 (30.6685)  acc5: 46.4844 (52.6631)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [43]  [ 760/1251]  eta: 0:03:55  lr: 2.970e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.5063 (4.4919)  acc1: 30.0781 (30.6854)  acc5: 50.3906 (52.7056)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [43]  [ 770/1251]  eta: 0:03:50  lr: 2.970e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.0508 (4.4948)  acc1: 33.9844 (30.6709)  acc5: 59.7656 (52.6868)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [43]  [ 780/1251]  eta: 0:03:45  lr: 2.970e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.0508 (4.4918)  acc1: 32.0312 (30.6708)  acc5: 56.6406 (52.6949)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [43]  [ 790/1251]  eta: 0:03:40  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.5788 (4.4953)  acc1: 23.0469 (30.6332)  acc5: 46.4844 (52.6272)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [43]  [ 800/1251]  eta: 0:03:35  lr: 2.970e-02  img/s: 5.09e+02  pen: 4.6e-02  loss: 5.0288 (4.4950)  acc1: 23.0469 (30.6185)  acc5: 45.7031 (52.6095)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [43]  [ 810/1251]  eta: 0:03:31  lr: 2.970e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.4645 (4.4951)  acc1: 32.8125 (30.6316)  acc5: 52.7344 (52.6197)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [43]  [ 820/1251]  eta: 0:03:26  lr: 2.970e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.4088 (4.4918)  acc1: 34.7656 (30.6824)  acc5: 57.8125 (52.6835)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [43]  [ 830/1251]  eta: 0:03:21  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.1454 (4.4896)  acc1: 34.3750 (30.7005)  acc5: 57.8125 (52.7113)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [43]  [ 840/1251]  eta: 0:03:16  lr: 2.970e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.9488 (4.4878)  acc1: 33.5938 (30.7265)  acc5: 58.2031 (52.7316)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [43]  [ 850/1251]  eta: 0:03:11  lr: 2.970e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.4338 (4.4887)  acc1: 32.4219 (30.7152)  acc5: 58.2031 (52.7183)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [43]  [ 860/1251]  eta: 0:03:07  lr: 2.970e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.5731 (4.4875)  acc1: 32.4219 (30.7428)  acc5: 57.0312 (52.7385)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [43]  [ 870/1251]  eta: 0:03:02  lr: 2.970e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.9260 (4.4940)  acc1: 28.9062 (30.6620)  acc5: 52.7344 (52.6294)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [43]  [ 880/1251]  eta: 0:02:57  lr: 2.970e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.9260 (4.4920)  acc1: 28.9062 (30.6869)  acc5: 52.7344 (52.6594)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [43]  [ 890/1251]  eta: 0:02:52  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.1920 (4.4938)  acc1: 33.5938 (30.6717)  acc5: 57.0312 (52.6353)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [43]  [ 900/1251]  eta: 0:02:47  lr: 2.970e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.4466 (4.4944)  acc1: 29.2969 (30.6660)  acc5: 52.3438 (52.6377)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [43]  [ 910/1251]  eta: 0:02:43  lr: 2.970e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.6249 (4.4952)  acc1: 32.4219 (30.6673)  acc5: 53.9062 (52.6302)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [43]  [ 920/1251]  eta: 0:02:38  lr: 2.970e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.5891 (4.4960)  acc1: 33.5938 (30.6596)  acc5: 54.6875 (52.5991)  time: 0.4832  data: 0.0003  max mem: 42896
Epoch: [43]  [ 930/1251]  eta: 0:02:33  lr: 2.970e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.3845 (4.4978)  acc1: 33.2031 (30.6127)  acc5: 55.0781 (52.5435)  time: 0.4856  data: 0.0003  max mem: 42896
Epoch: [43]  [ 940/1251]  eta: 0:02:28  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2245 (4.4951)  acc1: 35.5469 (30.6473)  acc5: 58.2031 (52.5883)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [43]  [ 950/1251]  eta: 0:02:23  lr: 2.970e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.8844 (4.4900)  acc1: 35.5469 (30.7033)  acc5: 60.9375 (52.6596)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [43]  [ 960/1251]  eta: 0:02:19  lr: 2.970e-02  img/s: 5.08e+02  pen: 4.4e-02  loss: 3.8357 (4.4894)  acc1: 34.3750 (30.7041)  acc5: 60.1562 (52.6632)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [43]  [ 970/1251]  eta: 0:02:14  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.8550 (4.4927)  acc1: 23.8281 (30.6530)  acc5: 45.7031 (52.6016)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [43]  [ 980/1251]  eta: 0:02:09  lr: 2.970e-02  img/s: 5.37e+02  pen: 4.5e-02  loss: 4.5943 (4.4894)  acc1: 31.2500 (30.6961)  acc5: 55.0781 (52.6504)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [43]  [ 990/1251]  eta: 0:02:04  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.1954 (4.4877)  acc1: 35.1562 (30.7190)  acc5: 58.2031 (52.6942)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [43]  [1000/1251]  eta: 0:02:00  lr: 2.970e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.4809 (4.4898)  acc1: 32.8125 (30.6892)  acc5: 57.4219 (52.6618)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [43]  [1010/1251]  eta: 0:01:55  lr: 2.970e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 5.0996 (4.4931)  acc1: 24.6094 (30.6577)  acc5: 45.3125 (52.6270)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [43]  [1020/1251]  eta: 0:01:50  lr: 2.970e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 5.0264 (4.4955)  acc1: 26.1719 (30.6359)  acc5: 45.7031 (52.5989)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [43]  [1030/1251]  eta: 0:01:45  lr: 2.970e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.8016 (4.4944)  acc1: 28.5156 (30.6533)  acc5: 50.3906 (52.6237)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [43]  [1040/1251]  eta: 0:01:40  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.4523 (4.4946)  acc1: 33.2031 (30.6631)  acc5: 56.2500 (52.6361)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [43]  [1050/1251]  eta: 0:01:36  lr: 2.970e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 4.6157 (4.4963)  acc1: 30.8594 (30.6464)  acc5: 53.1250 (52.6117)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [43]  [1060/1251]  eta: 0:01:31  lr: 2.970e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.6800 (4.4951)  acc1: 31.6406 (30.6499)  acc5: 55.4688 (52.6180)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [43]  [1070/1251]  eta: 0:01:26  lr: 2.970e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.8072 (4.4939)  acc1: 33.9844 (30.6653)  acc5: 56.6406 (52.6443)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [43]  [1080/1251]  eta: 0:01:21  lr: 2.970e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2487 (4.4931)  acc1: 31.2500 (30.6736)  acc5: 56.6406 (52.6607)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [43]  [1090/1251]  eta: 0:01:16  lr: 2.970e-02  img/s: 5.37e+02  pen: 4.5e-02  loss: 4.2487 (4.4923)  acc1: 32.4219 (30.6714)  acc5: 56.2500 (52.6653)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [43]  [1100/1251]  eta: 0:01:12  lr: 2.970e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.5534 (4.4936)  acc1: 28.5156 (30.6532)  acc5: 53.1250 (52.6354)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [43]  [1110/1251]  eta: 0:01:07  lr: 2.970e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.1174 (4.4924)  acc1: 32.0312 (30.6709)  acc5: 53.1250 (52.6560)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [43]  [1120/1251]  eta: 0:01:02  lr: 2.970e-02  img/s: 5.06e+02  pen: 4.1e-02  loss: 4.5521 (4.4949)  acc1: 31.6406 (30.6461)  acc5: 54.2969 (52.6305)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [43]  [1130/1251]  eta: 0:00:57  lr: 2.970e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.5521 (4.4952)  acc1: 30.0781 (30.6401)  acc5: 54.6875 (52.6197)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [43]  [1140/1251]  eta: 0:00:53  lr: 2.970e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.3481 (4.4926)  acc1: 33.9844 (30.6817)  acc5: 58.2031 (52.6765)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [43]  [1150/1251]  eta: 0:00:48  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.4113 (4.4922)  acc1: 34.7656 (30.7029)  acc5: 58.2031 (52.7042)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [43]  [1160/1251]  eta: 0:00:43  lr: 2.970e-02  img/s: 5.38e+02  pen: 3.6e-02  loss: 4.6940 (4.4926)  acc1: 31.6406 (30.6908)  acc5: 56.2500 (52.7091)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [43]  [1170/1251]  eta: 0:00:38  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.7616 (4.4934)  acc1: 30.4688 (30.6906)  acc5: 54.6875 (52.7034)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [43]  [1180/1251]  eta: 0:00:33  lr: 2.970e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.5956 (4.4927)  acc1: 31.6406 (30.7046)  acc5: 54.6875 (52.7268)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [43]  [1190/1251]  eta: 0:00:29  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.5956 (4.4926)  acc1: 32.8125 (30.7308)  acc5: 56.2500 (52.7623)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [43]  [1200/1251]  eta: 0:00:24  lr: 2.970e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.4671 (4.4926)  acc1: 33.2031 (30.7244)  acc5: 56.6406 (52.7516)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [43]  [1210/1251]  eta: 0:00:19  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.9729 (4.4900)  acc1: 34.7656 (30.7555)  acc5: 58.9844 (52.7995)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [43]  [1220/1251]  eta: 0:00:14  lr: 2.970e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 3.9592 (4.4885)  acc1: 34.7656 (30.7676)  acc5: 59.7656 (52.8054)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [43]  [1230/1251]  eta: 0:00:10  lr: 2.970e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 3.9750 (4.4859)  acc1: 35.5469 (30.7934)  acc5: 59.7656 (52.8499)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [43]  [1240/1251]  eta: 0:00:05  lr: 2.970e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.4958 (4.4890)  acc1: 30.8594 (30.7508)  acc5: 57.8125 (52.8020)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [43]  [1250/1251]  eta: 0:00:00  lr: 2.970e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.7539 (4.4880)  acc1: 29.6875 (30.7523)  acc5: 51.9531 (52.7962)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [43] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:21  loss: 2.9381 (2.9381)  acc1: 60.1562 (60.1562)  acc5: 83.5938 (83.5938)  time: 2.8889  data: 2.6406  max mem: 42896
Test:  Total time: 0:00:14
Test:  Acc@1 46.618 Acc@5 72.382 Loss: 3.422
Test: EMA  [ 0/49]  eta: 0:02:09  loss: nan (nan)  acc1: 4.2969 (4.2969)  acc5: 23.0469 (23.0469)  time: 2.6379  data: 2.3919  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 0.352 Acc@5 1.106 Loss: nan
Epoch: [44]  [   0/1251]  eta: 1:23:32  lr: 2.968e-02  img/s: 4.87e+02  pen: 4.5e-02  loss: 3.7692 (3.7692)  acc1: 36.3281 (36.3281)  acc5: 59.3750 (59.3750)  time: 4.0065  data: 3.4808  max mem: 42896
Epoch: [44]  [  10/1251]  eta: 0:16:27  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.8463 (4.6107)  acc1: 32.4219 (28.3736)  acc5: 51.5625 (50.4261)  time: 0.7959  data: 0.3167  max mem: 42896
Epoch: [44]  [  20/1251]  eta: 0:13:10  lr: 2.968e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.9333 (4.6531)  acc1: 27.3438 (28.2924)  acc5: 46.8750 (49.4978)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [44]  [  30/1251]  eta: 0:11:57  lr: 2.968e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.5297 (4.5478)  acc1: 31.6406 (29.8639)  acc5: 54.6875 (51.0207)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [44]  [  40/1251]  eta: 0:11:24  lr: 2.968e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.6283 (4.6433)  acc1: 30.8594 (29.1540)  acc5: 53.1250 (50.3239)  time: 0.4843  data: 0.0003  max mem: 42896
Epoch: [44]  [  50/1251]  eta: 0:10:57  lr: 2.968e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.9438 (4.6631)  acc1: 28.1250 (29.2356)  acc5: 52.3438 (50.6970)  time: 0.4844  data: 0.0004  max mem: 42896
Epoch: [44]  [  60/1251]  eta: 0:10:37  lr: 2.968e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.8456 (4.6985)  acc1: 27.3438 (28.8486)  acc5: 52.3438 (50.2946)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [44]  [  70/1251]  eta: 0:10:22  lr: 2.968e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.4289 (4.6279)  acc1: 32.0312 (29.5940)  acc5: 52.7344 (51.0398)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [44]  [  80/1251]  eta: 0:10:09  lr: 2.968e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.1183 (4.6260)  acc1: 34.3750 (29.6923)  acc5: 56.2500 (51.1815)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [44]  [  90/1251]  eta: 0:09:58  lr: 2.968e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.7238 (4.6262)  acc1: 30.8594 (29.8592)  acc5: 54.2969 (51.5453)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [44]  [ 100/1251]  eta: 0:09:48  lr: 2.968e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.6888 (4.6145)  acc1: 32.0312 (29.9041)  acc5: 55.4688 (51.6089)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [44]  [ 110/1251]  eta: 0:09:39  lr: 2.968e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.7428 (4.6290)  acc1: 32.0312 (29.7262)  acc5: 53.1250 (51.4886)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [44]  [ 120/1251]  eta: 0:09:31  lr: 2.968e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.6132 (4.6170)  acc1: 30.8594 (29.8457)  acc5: 53.1250 (51.3720)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [44]  [ 130/1251]  eta: 0:09:23  lr: 2.968e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.1665 (4.5955)  acc1: 35.9375 (30.0274)  acc5: 58.2031 (51.5953)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [44]  [ 140/1251]  eta: 0:09:16  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.2810 (4.5921)  acc1: 32.0312 (30.1723)  acc5: 52.3438 (51.7398)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [44]  [ 150/1251]  eta: 0:09:09  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.1852 (4.5547)  acc1: 34.7656 (30.5101)  acc5: 57.8125 (52.1937)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [44]  [ 160/1251]  eta: 0:09:03  lr: 2.968e-02  img/s: 5.02e+02  pen: 4.4e-02  loss: 4.5638 (4.5698)  acc1: 34.7656 (30.4251)  acc5: 56.6406 (52.1060)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [44]  [ 170/1251]  eta: 0:08:56  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.9476 (4.5872)  acc1: 27.7344 (30.1626)  acc5: 50.3906 (51.7909)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [44]  [ 180/1251]  eta: 0:08:50  lr: 2.968e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.6276 (4.5666)  acc1: 30.0781 (30.3414)  acc5: 50.3906 (52.0653)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [44]  [ 190/1251]  eta: 0:08:44  lr: 2.968e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.7442 (4.5747)  acc1: 32.8125 (30.2049)  acc5: 53.9062 (51.9347)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [44]  [ 200/1251]  eta: 0:08:38  lr: 2.968e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.7442 (4.5792)  acc1: 31.2500 (30.1597)  acc5: 53.9062 (51.9162)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [44]  [ 210/1251]  eta: 0:08:32  lr: 2.968e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.9626 (4.5928)  acc1: 31.2500 (30.0744)  acc5: 50.0000 (51.8032)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [44]  [ 220/1251]  eta: 0:08:26  lr: 2.968e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.7775 (4.5881)  acc1: 32.4219 (30.1400)  acc5: 52.7344 (51.9761)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [44]  [ 230/1251]  eta: 0:08:21  lr: 2.968e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.3834 (4.5852)  acc1: 33.9844 (30.1491)  acc5: 56.6406 (51.9920)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [44]  [ 240/1251]  eta: 0:08:15  lr: 2.968e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.9240 (4.6001)  acc1: 27.7344 (30.0327)  acc5: 50.0000 (51.8056)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [44]  [ 250/1251]  eta: 0:08:09  lr: 2.968e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.6419 (4.5777)  acc1: 33.9844 (30.3380)  acc5: 57.4219 (52.1803)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [44]  [ 260/1251]  eta: 0:08:04  lr: 2.968e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.9460 (4.5745)  acc1: 36.7188 (30.3655)  acc5: 60.1562 (52.2150)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [44]  [ 270/1251]  eta: 0:07:59  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.2642 (4.5646)  acc1: 34.3750 (30.4342)  acc5: 55.8594 (52.3308)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [44]  [ 280/1251]  eta: 0:07:53  lr: 2.968e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.5794 (4.5621)  acc1: 32.8125 (30.4674)  acc5: 55.0781 (52.3785)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [44]  [ 290/1251]  eta: 0:07:48  lr: 2.968e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.0665 (4.5541)  acc1: 33.5938 (30.5855)  acc5: 58.2031 (52.5464)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [44]  [ 300/1251]  eta: 0:07:43  lr: 2.968e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.0665 (4.5486)  acc1: 36.7188 (30.6712)  acc5: 60.9375 (52.5903)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [44]  [ 310/1251]  eta: 0:07:37  lr: 2.968e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.2107 (4.5445)  acc1: 33.9844 (30.7099)  acc5: 60.1562 (52.7130)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [44]  [ 320/1251]  eta: 0:07:32  lr: 2.968e-02  img/s: 5.07e+02  pen: 4.4e-02  loss: 4.7624 (4.5599)  acc1: 28.9062 (30.5186)  acc5: 53.1250 (52.3924)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [44]  [ 330/1251]  eta: 0:07:27  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 5.1413 (4.5717)  acc1: 22.2656 (30.3743)  acc5: 41.7969 (52.1915)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [44]  [ 340/1251]  eta: 0:07:22  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.7916 (4.5673)  acc1: 30.4688 (30.4642)  acc5: 52.3438 (52.3621)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [44]  [ 350/1251]  eta: 0:07:17  lr: 2.968e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.5255 (4.5626)  acc1: 32.8125 (30.4432)  acc5: 57.0312 (52.3348)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [44]  [ 360/1251]  eta: 0:07:12  lr: 2.968e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.4891 (4.5599)  acc1: 33.2031 (30.4514)  acc5: 55.4688 (52.3773)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [44]  [ 370/1251]  eta: 0:07:07  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.4891 (4.5537)  acc1: 33.5938 (30.5045)  acc5: 57.4219 (52.4659)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [44]  [ 380/1251]  eta: 0:07:02  lr: 2.968e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.0832 (4.5498)  acc1: 35.1562 (30.5374)  acc5: 57.8125 (52.5232)  time: 0.4789  data: 0.0003  max mem: 42896
Epoch: [44]  [ 390/1251]  eta: 0:06:57  lr: 2.968e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.9966 (4.5394)  acc1: 35.1562 (30.5956)  acc5: 59.7656 (52.6485)  time: 0.4805  data: 0.0003  max mem: 42896
Epoch: [44]  [ 400/1251]  eta: 0:06:52  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.2251 (4.5411)  acc1: 33.9844 (30.5243)  acc5: 55.8594 (52.5902)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [44]  [ 410/1251]  eta: 0:06:47  lr: 2.968e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.8536 (4.5478)  acc1: 28.5156 (30.4450)  acc5: 50.3906 (52.4939)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [44]  [ 420/1251]  eta: 0:06:42  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.8536 (4.5467)  acc1: 28.5156 (30.3936)  acc5: 50.3906 (52.4421)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [44]  [ 430/1251]  eta: 0:06:37  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.8088 (4.5361)  acc1: 36.3281 (30.5286)  acc5: 59.3750 (52.5966)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [44]  [ 440/1251]  eta: 0:06:32  lr: 2.968e-02  img/s: 5.41e+02  pen: 3.5e-02  loss: 3.8088 (4.5346)  acc1: 36.7188 (30.5370)  acc5: 60.5469 (52.5962)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [44]  [ 450/1251]  eta: 0:06:27  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3131 (4.5339)  acc1: 35.5469 (30.5623)  acc5: 58.5938 (52.5993)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [44]  [ 460/1251]  eta: 0:06:22  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.4912 (4.5375)  acc1: 32.8125 (30.4959)  acc5: 53.9062 (52.5386)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [44]  [ 470/1251]  eta: 0:06:17  lr: 2.968e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.6119 (4.5332)  acc1: 32.8125 (30.5791)  acc5: 57.0312 (52.6456)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [44]  [ 480/1251]  eta: 0:06:12  lr: 2.968e-02  img/s: 4.90e+02  pen: 4.2e-02  loss: 4.7205 (4.5395)  acc1: 32.0312 (30.5085)  acc5: 53.5156 (52.5411)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [44]  [ 490/1251]  eta: 0:06:07  lr: 2.968e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.8114 (4.5418)  acc1: 31.6406 (30.5117)  acc5: 52.3438 (52.5395)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [44]  [ 500/1251]  eta: 0:06:02  lr: 2.968e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.6671 (4.5377)  acc1: 32.0312 (30.5740)  acc5: 56.2500 (52.6213)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [44]  [ 510/1251]  eta: 0:05:57  lr: 2.968e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 4.3272 (4.5344)  acc1: 33.9844 (30.6201)  acc5: 56.2500 (52.6411)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [44]  [ 520/1251]  eta: 0:05:52  lr: 2.968e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.8237 (4.5380)  acc1: 30.4688 (30.5437)  acc5: 50.3906 (52.5702)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [44]  [ 530/1251]  eta: 0:05:47  lr: 2.968e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.4970 (4.5340)  acc1: 32.4219 (30.6107)  acc5: 58.2031 (52.6638)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [44]  [ 540/1251]  eta: 0:05:42  lr: 2.968e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 4.2905 (4.5317)  acc1: 34.7656 (30.6521)  acc5: 58.9844 (52.7185)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [44]  [ 550/1251]  eta: 0:05:37  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.0834 (4.5273)  acc1: 33.5938 (30.6857)  acc5: 58.9844 (52.7663)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [44]  [ 560/1251]  eta: 0:05:32  lr: 2.968e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.0834 (4.5255)  acc1: 33.2031 (30.7152)  acc5: 57.8125 (52.7817)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [44]  [ 570/1251]  eta: 0:05:28  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.6844 (4.5160)  acc1: 37.8906 (30.8368)  acc5: 60.1562 (52.9239)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [44]  [ 580/1251]  eta: 0:05:23  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3684 (4.5239)  acc1: 33.2031 (30.7276)  acc5: 55.8594 (52.7801)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [44]  [ 590/1251]  eta: 0:05:18  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3684 (4.5186)  acc1: 31.2500 (30.7768)  acc5: 49.6094 (52.8296)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [44]  [ 600/1251]  eta: 0:05:13  lr: 2.968e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.9847 (4.5180)  acc1: 36.7188 (30.7612)  acc5: 58.2031 (52.8000)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [44]  [ 610/1251]  eta: 0:05:08  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.4088 (4.5192)  acc1: 31.6406 (30.7616)  acc5: 54.6875 (52.7887)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [44]  [ 620/1251]  eta: 0:05:03  lr: 2.968e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.3500 (4.5156)  acc1: 32.4219 (30.7977)  acc5: 56.2500 (52.8168)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [44]  [ 630/1251]  eta: 0:04:58  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3500 (4.5154)  acc1: 33.5938 (30.8148)  acc5: 57.0312 (52.8495)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [44]  [ 640/1251]  eta: 0:04:53  lr: 2.968e-02  img/s: 5.06e+02  pen: 4.1e-02  loss: 4.2891 (4.5136)  acc1: 32.0312 (30.8021)  acc5: 58.9844 (52.8483)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [44]  [ 650/1251]  eta: 0:04:49  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4306 (4.5154)  acc1: 31.2500 (30.8156)  acc5: 58.2031 (52.8880)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [44]  [ 660/1251]  eta: 0:04:44  lr: 2.968e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.4306 (4.5137)  acc1: 32.8125 (30.8369)  acc5: 58.2031 (52.9117)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [44]  [ 670/1251]  eta: 0:04:39  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.1646 (4.5109)  acc1: 35.5469 (30.8518)  acc5: 60.5469 (52.9428)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [44]  [ 680/1251]  eta: 0:04:34  lr: 2.968e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.3220 (4.5102)  acc1: 33.5938 (30.8508)  acc5: 59.3750 (52.9621)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [44]  [ 690/1251]  eta: 0:04:29  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.3220 (4.5114)  acc1: 32.0312 (30.8599)  acc5: 57.0312 (52.9758)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [44]  [ 700/1251]  eta: 0:04:24  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1921 (4.5085)  acc1: 32.8125 (30.8471)  acc5: 57.4219 (52.9862)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [44]  [ 710/1251]  eta: 0:04:19  lr: 2.968e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.2268 (4.5099)  acc1: 33.5938 (30.8588)  acc5: 56.6406 (53.0014)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [44]  [ 720/1251]  eta: 0:04:15  lr: 2.968e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.2268 (4.5066)  acc1: 35.5469 (30.9006)  acc5: 57.8125 (53.0372)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [44]  [ 730/1251]  eta: 0:04:10  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.8775 (4.5044)  acc1: 36.7188 (30.9198)  acc5: 59.3750 (53.0422)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [44]  [ 740/1251]  eta: 0:04:05  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.8775 (4.5016)  acc1: 35.5469 (30.9543)  acc5: 59.3750 (53.0897)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [44]  [ 750/1251]  eta: 0:04:00  lr: 2.968e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.7748 (4.5058)  acc1: 28.1250 (30.8791)  acc5: 48.8281 (53.0090)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [44]  [ 760/1251]  eta: 0:03:55  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.7748 (4.5033)  acc1: 28.1250 (30.9189)  acc5: 48.8281 (53.0639)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [44]  [ 770/1251]  eta: 0:03:50  lr: 2.968e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.2251 (4.5061)  acc1: 35.5469 (30.8710)  acc5: 58.5938 (52.9953)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [44]  [ 780/1251]  eta: 0:03:46  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.2917 (4.5049)  acc1: 34.7656 (30.8844)  acc5: 58.5938 (53.0125)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [44]  [ 790/1251]  eta: 0:03:41  lr: 2.968e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.1801 (4.5043)  acc1: 33.9844 (30.8860)  acc5: 56.6406 (53.0129)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [44]  [ 800/1251]  eta: 0:03:36  lr: 2.968e-02  img/s: 4.96e+02  pen: 4.2e-02  loss: 4.8283 (4.5079)  acc1: 32.0312 (30.8594)  acc5: 51.5625 (52.9782)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [44]  [ 810/1251]  eta: 0:03:31  lr: 2.968e-02  img/s: 5.40e+02  pen: 3.5e-02  loss: 4.9923 (4.5128)  acc1: 26.5625 (30.8035)  acc5: 49.2188 (52.9034)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [44]  [ 820/1251]  eta: 0:03:26  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 5.0240 (4.5147)  acc1: 25.3906 (30.7956)  acc5: 45.7031 (52.8890)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [44]  [ 830/1251]  eta: 0:03:21  lr: 2.968e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 5.0240 (4.5205)  acc1: 25.0000 (30.7202)  acc5: 45.7031 (52.7790)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [44]  [ 840/1251]  eta: 0:03:17  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.9768 (4.5206)  acc1: 27.3438 (30.7265)  acc5: 46.4844 (52.7896)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [44]  [ 850/1251]  eta: 0:03:12  lr: 2.968e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.5703 (4.5206)  acc1: 32.0312 (30.7240)  acc5: 53.1250 (52.7876)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [44]  [ 860/1251]  eta: 0:03:07  lr: 2.968e-02  img/s: 5.40e+02  pen: 3.5e-02  loss: 4.4540 (4.5195)  acc1: 31.6406 (30.7464)  acc5: 55.8594 (52.8047)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [44]  [ 870/1251]  eta: 0:03:02  lr: 2.968e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.3158 (4.5179)  acc1: 31.6406 (30.7773)  acc5: 56.2500 (52.8438)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [44]  [ 880/1251]  eta: 0:02:57  lr: 2.968e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.6991 (4.5204)  acc1: 30.0781 (30.7578)  acc5: 54.2969 (52.8177)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [44]  [ 890/1251]  eta: 0:02:53  lr: 2.968e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.6991 (4.5174)  acc1: 30.0781 (30.7607)  acc5: 53.9062 (52.8229)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [44]  [ 900/1251]  eta: 0:02:48  lr: 2.968e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.8148 (4.5133)  acc1: 37.5000 (30.8264)  acc5: 59.3750 (52.8861)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [44]  [ 910/1251]  eta: 0:02:43  lr: 2.968e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 3.8450 (4.5104)  acc1: 37.5000 (30.8628)  acc5: 58.9844 (52.9119)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [44]  [ 920/1251]  eta: 0:02:38  lr: 2.968e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 3.8441 (4.5059)  acc1: 37.5000 (30.9264)  acc5: 58.9844 (52.9749)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [44]  [ 930/1251]  eta: 0:02:33  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.4993 (4.5082)  acc1: 32.0312 (30.8871)  acc5: 55.4688 (52.9479)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [44]  [ 940/1251]  eta: 0:02:29  lr: 2.968e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.9471 (4.5098)  acc1: 28.9062 (30.8826)  acc5: 48.4375 (52.9307)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [44]  [ 950/1251]  eta: 0:02:24  lr: 2.968e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.6571 (4.5090)  acc1: 31.6406 (30.8914)  acc5: 54.2969 (52.9274)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [44]  [ 960/1251]  eta: 0:02:19  lr: 2.968e-02  img/s: 5.09e+02  pen: 4.5e-02  loss: 4.3342 (4.5066)  acc1: 33.2031 (30.9195)  acc5: 55.4688 (52.9632)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [44]  [ 970/1251]  eta: 0:02:14  lr: 2.968e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.1180 (4.5047)  acc1: 35.1562 (30.9467)  acc5: 59.3750 (53.0003)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [44]  [ 980/1251]  eta: 0:02:09  lr: 2.968e-02  img/s: 5.38e+02  pen: 3.5e-02  loss: 4.5021 (4.5053)  acc1: 33.5938 (30.9529)  acc5: 56.6406 (53.0095)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [44]  [ 990/1251]  eta: 0:02:05  lr: 2.968e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.4336 (4.5018)  acc1: 33.5938 (30.9879)  acc5: 57.8125 (53.0671)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [44]  [1000/1251]  eta: 0:02:00  lr: 2.968e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.3974 (4.5028)  acc1: 34.3750 (30.9741)  acc5: 57.0312 (53.0466)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [44]  [1010/1251]  eta: 0:01:55  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3974 (4.4993)  acc1: 34.3750 (31.0039)  acc5: 57.0312 (53.0856)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [44]  [1020/1251]  eta: 0:01:50  lr: 2.968e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.0748 (4.4972)  acc1: 35.5469 (31.0323)  acc5: 58.9844 (53.1154)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [44]  [1030/1251]  eta: 0:01:45  lr: 2.968e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.1651 (4.4967)  acc1: 36.3281 (31.0609)  acc5: 58.9844 (53.1451)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [44]  [1040/1251]  eta: 0:01:41  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0688 (4.4952)  acc1: 35.1562 (31.0793)  acc5: 59.7656 (53.1633)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [44]  [1050/1251]  eta: 0:01:36  lr: 2.968e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.0688 (4.4932)  acc1: 35.1562 (31.1021)  acc5: 60.9375 (53.1878)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [44]  [1060/1251]  eta: 0:01:31  lr: 2.968e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.5774 (4.4953)  acc1: 33.5938 (31.0748)  acc5: 56.2500 (53.1519)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [44]  [1070/1251]  eta: 0:01:26  lr: 2.968e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.7675 (4.4972)  acc1: 30.0781 (31.0600)  acc5: 51.9531 (53.1283)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [44]  [1080/1251]  eta: 0:01:21  lr: 2.968e-02  img/s: 5.41e+02  pen: 3.4e-02  loss: 4.8934 (4.4992)  acc1: 29.2969 (31.0274)  acc5: 50.3906 (53.0863)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [44]  [1090/1251]  eta: 0:01:17  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.9212 (4.5007)  acc1: 28.5156 (31.0205)  acc5: 50.3906 (53.0770)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [44]  [1100/1251]  eta: 0:01:12  lr: 2.968e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.7592 (4.5000)  acc1: 29.2969 (31.0119)  acc5: 54.2969 (53.0863)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [44]  [1110/1251]  eta: 0:01:07  lr: 2.968e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.2067 (4.5000)  acc1: 32.4219 (31.0028)  acc5: 57.8125 (53.0835)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [44]  [1120/1251]  eta: 0:01:02  lr: 2.968e-02  img/s: 5.11e+02  pen: 3.9e-02  loss: 4.2287 (4.5010)  acc1: 28.9062 (30.9775)  acc5: 52.3438 (53.0539)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [44]  [1130/1251]  eta: 0:00:57  lr: 2.968e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.8918 (4.5013)  acc1: 28.1250 (30.9616)  acc5: 50.3906 (53.0338)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [44]  [1140/1251]  eta: 0:00:53  lr: 2.968e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.3315 (4.4998)  acc1: 33.5938 (30.9809)  acc5: 59.7656 (53.0709)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [44]  [1150/1251]  eta: 0:00:48  lr: 2.968e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.3230 (4.4997)  acc1: 34.7656 (31.0019)  acc5: 57.0312 (53.0931)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [44]  [1160/1251]  eta: 0:00:43  lr: 2.968e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.4874 (4.4990)  acc1: 34.7656 (31.0024)  acc5: 56.6406 (53.0883)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [44]  [1170/1251]  eta: 0:00:38  lr: 2.968e-02  img/s: 5.38e+02  pen: 3.9e-02  loss: 4.3084 (4.4986)  acc1: 33.9844 (31.0078)  acc5: 56.2500 (53.0883)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [44]  [1180/1251]  eta: 0:00:33  lr: 2.968e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3084 (4.4981)  acc1: 33.2031 (30.9913)  acc5: 54.2969 (53.0800)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [44]  [1190/1251]  eta: 0:00:29  lr: 2.968e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.5114 (4.4995)  acc1: 31.2500 (30.9715)  acc5: 51.9531 (53.0548)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [44]  [1200/1251]  eta: 0:00:24  lr: 2.968e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.7824 (4.5015)  acc1: 29.2969 (30.9322)  acc5: 51.9531 (53.0271)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [44]  [1210/1251]  eta: 0:00:19  lr: 2.968e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.4963 (4.5003)  acc1: 29.2969 (30.9400)  acc5: 53.1250 (53.0389)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [44]  [1220/1251]  eta: 0:00:14  lr: 2.968e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.1135 (4.5008)  acc1: 30.4688 (30.9083)  acc5: 55.0781 (53.0018)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [44]  [1230/1251]  eta: 0:00:10  lr: 2.968e-02  img/s: 5.39e+02  pen: 3.6e-02  loss: 4.7252 (4.5010)  acc1: 30.4688 (30.8936)  acc5: 53.5156 (52.9895)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [44]  [1240/1251]  eta: 0:00:05  lr: 2.968e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.2227 (4.4978)  acc1: 34.3750 (30.9409)  acc5: 58.5938 (53.0554)  time: 0.4740  data: 0.0005  max mem: 42896
Epoch: [44]  [1250/1251]  eta: 0:00:00  lr: 2.968e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.6335 (4.4988)  acc1: 34.3750 (30.9390)  acc5: 58.5938 (53.0660)  time: 0.4749  data: 0.0005  max mem: 42896
Epoch: [44] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:44  loss: 2.8558 (2.8558)  acc1: 67.9688 (67.9688)  acc5: 88.6719 (88.6719)  time: 3.3554  data: 3.1044  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 47.288 Acc@5 73.120 Loss: 3.434
Test: EMA  [ 0/49]  eta: 0:03:11  loss: nan (nan)  acc1: 4.2969 (4.2969)  acc5: 23.0469 (23.0469)  time: 3.9106  data: 3.6603  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 0.376 Acc@5 1.148 Loss: nan
Epoch: [45]  [   0/1251]  eta: 1:12:43  lr: 2.967e-02  img/s: 4.93e+02  pen: 4.2e-02  loss: 5.0321 (5.0321)  acc1: 25.0000 (25.0000)  acc5: 48.0469 (48.0469)  time: 3.4880  data: 2.9690  max mem: 42896
Epoch: [45]  [  10/1251]  eta: 0:15:27  lr: 2.967e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.9750 (4.6042)  acc1: 25.0000 (28.2315)  acc5: 48.0469 (50.3196)  time: 0.7475  data: 0.2702  max mem: 42896
Epoch: [45]  [  20/1251]  eta: 0:12:39  lr: 2.967e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.6653 (4.5818)  acc1: 27.7344 (29.4829)  acc5: 48.4375 (51.3207)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [45]  [  30/1251]  eta: 0:11:36  lr: 2.967e-02  img/s: 5.38e+02  pen: 3.8e-02  loss: 4.4539 (4.4909)  acc1: 32.4219 (30.7460)  acc5: 55.4688 (52.8604)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [45]  [  40/1251]  eta: 0:11:03  lr: 2.967e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.3104 (4.4943)  acc1: 33.5938 (30.7165)  acc5: 58.2031 (52.7058)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [45]  [  50/1251]  eta: 0:10:40  lr: 2.967e-02  img/s: 5.43e+02  pen: 4.4e-02  loss: 4.3104 (4.4889)  acc1: 32.8125 (30.6373)  acc5: 58.2031 (52.3897)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [45]  [  60/1251]  eta: 0:10:22  lr: 2.967e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.8256 (4.4669)  acc1: 35.1562 (30.9939)  acc5: 61.7188 (52.9713)  time: 0.4727  data: 0.0003  max mem: 42896
Epoch: [45]  [  70/1251]  eta: 0:10:09  lr: 2.967e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.2923 (4.4701)  acc1: 33.9844 (31.0794)  acc5: 56.2500 (53.0480)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [45]  [  80/1251]  eta: 0:09:58  lr: 2.967e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3903 (4.4550)  acc1: 34.3750 (31.2307)  acc5: 57.4219 (53.2697)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [45]  [  90/1251]  eta: 0:09:48  lr: 2.967e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.5474 (4.4870)  acc1: 35.1562 (30.8808)  acc5: 56.2500 (52.8674)  time: 0.4730  data: 0.0003  max mem: 42896
Epoch: [45]  [ 100/1251]  eta: 0:09:39  lr: 2.967e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.8177 (4.4835)  acc1: 28.1250 (30.7008)  acc5: 49.6094 (52.6106)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [45]  [ 110/1251]  eta: 0:09:31  lr: 2.967e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.8177 (4.4941)  acc1: 28.9062 (30.4019)  acc5: 49.6094 (52.3121)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [45]  [ 120/1251]  eta: 0:09:24  lr: 2.967e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.9941 (4.5111)  acc1: 24.6094 (30.0491)  acc5: 45.3125 (51.9144)  time: 0.4729  data: 0.0003  max mem: 42896
Epoch: [45]  [ 130/1251]  eta: 0:09:17  lr: 2.967e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.5629 (4.4990)  acc1: 28.9062 (30.1914)  acc5: 53.5156 (52.1022)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [45]  [ 140/1251]  eta: 0:09:10  lr: 2.967e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.0893 (4.4822)  acc1: 33.9844 (30.4743)  acc5: 59.7656 (52.4601)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [45]  [ 150/1251]  eta: 0:09:03  lr: 2.967e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.3404 (4.4831)  acc1: 34.7656 (30.5800)  acc5: 58.9844 (52.5792)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [45]  [ 160/1251]  eta: 0:08:57  lr: 2.967e-02  img/s: 4.96e+02  pen: 4.2e-02  loss: 4.4183 (4.4859)  acc1: 34.7656 (30.7405)  acc5: 57.4219 (52.7683)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [45]  [ 170/1251]  eta: 0:08:51  lr: 2.967e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.5100 (4.4787)  acc1: 31.2500 (30.8480)  acc5: 54.6875 (52.8692)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [45]  [ 180/1251]  eta: 0:08:45  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.6130 (4.4872)  acc1: 30.0781 (30.6867)  acc5: 51.1719 (52.6502)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [45]  [ 190/1251]  eta: 0:08:39  lr: 2.967e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.8074 (4.4900)  acc1: 32.4219 (30.7837)  acc5: 52.7344 (52.7139)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [45]  [ 200/1251]  eta: 0:08:34  lr: 2.967e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.4716 (4.4802)  acc1: 33.9844 (30.9527)  acc5: 58.2031 (52.9501)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [45]  [ 210/1251]  eta: 0:08:28  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4716 (4.4879)  acc1: 33.5938 (30.8575)  acc5: 58.2031 (52.8121)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [45]  [ 220/1251]  eta: 0:08:23  lr: 2.967e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.4289 (4.4792)  acc1: 33.9844 (31.0467)  acc5: 55.8594 (52.9659)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [45]  [ 230/1251]  eta: 0:08:17  lr: 2.967e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.9440 (4.4713)  acc1: 34.7656 (31.1164)  acc5: 58.5938 (53.0607)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [45]  [ 240/1251]  eta: 0:08:12  lr: 2.967e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.6556 (4.4804)  acc1: 32.8125 (30.9372)  acc5: 54.6875 (52.9386)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [45]  [ 250/1251]  eta: 0:08:06  lr: 2.967e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.7564 (4.4841)  acc1: 32.8125 (30.9683)  acc5: 53.5156 (52.9289)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [45]  [ 260/1251]  eta: 0:08:01  lr: 2.967e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.2437 (4.4798)  acc1: 33.2031 (31.0315)  acc5: 57.8125 (52.9843)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [45]  [ 270/1251]  eta: 0:07:56  lr: 2.967e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.0031 (4.4707)  acc1: 36.3281 (31.1159)  acc5: 60.9375 (53.1091)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [45]  [ 280/1251]  eta: 0:07:51  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.7680 (4.4643)  acc1: 36.3281 (31.1485)  acc5: 61.7188 (53.1445)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [45]  [ 290/1251]  eta: 0:07:46  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.8626 (4.4549)  acc1: 35.5469 (31.2017)  acc5: 59.3750 (53.2230)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [45]  [ 300/1251]  eta: 0:07:40  lr: 2.967e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.2841 (4.4625)  acc1: 30.4688 (31.0839)  acc5: 54.6875 (53.1289)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [45]  [ 310/1251]  eta: 0:07:35  lr: 2.967e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.6958 (4.4657)  acc1: 28.5156 (31.0641)  acc5: 50.0000 (53.1049)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [45]  [ 320/1251]  eta: 0:07:30  lr: 2.967e-02  img/s: 5.08e+02  pen: 4.0e-02  loss: 4.6958 (4.4730)  acc1: 31.6406 (31.0176)  acc5: 54.6875 (53.0435)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [45]  [ 330/1251]  eta: 0:07:25  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.7684 (4.4731)  acc1: 28.5156 (30.9668)  acc5: 54.6875 (52.9987)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [45]  [ 340/1251]  eta: 0:07:20  lr: 2.967e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.1857 (4.4672)  acc1: 34.3750 (31.0071)  acc5: 57.8125 (53.0230)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [45]  [ 350/1251]  eta: 0:07:15  lr: 2.967e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.1725 (4.4662)  acc1: 35.5469 (31.0230)  acc5: 57.0312 (53.0549)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [45]  [ 360/1251]  eta: 0:07:10  lr: 2.967e-02  img/s: 5.40e+02  pen: 3.5e-02  loss: 4.1139 (4.4657)  acc1: 34.7656 (31.0585)  acc5: 57.4219 (53.0839)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [45]  [ 370/1251]  eta: 0:07:05  lr: 2.967e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.5069 (4.4673)  acc1: 33.9844 (31.0900)  acc5: 57.4219 (53.1440)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [45]  [ 380/1251]  eta: 0:07:00  lr: 2.967e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.5324 (4.4673)  acc1: 32.0312 (31.0624)  acc5: 54.2969 (53.1188)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [45]  [ 390/1251]  eta: 0:06:55  lr: 2.967e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 4.7714 (4.4707)  acc1: 30.4688 (30.9863)  acc5: 51.9531 (53.0161)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [45]  [ 400/1251]  eta: 0:06:50  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.8547 (4.4741)  acc1: 28.1250 (30.9373)  acc5: 48.4375 (52.9613)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [45]  [ 410/1251]  eta: 0:06:45  lr: 2.967e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.9338 (4.4784)  acc1: 28.1250 (30.8679)  acc5: 49.2188 (52.8560)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [45]  [ 420/1251]  eta: 0:06:40  lr: 2.967e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.6399 (4.4834)  acc1: 32.4219 (30.8993)  acc5: 54.6875 (52.8615)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [45]  [ 430/1251]  eta: 0:06:35  lr: 2.967e-02  img/s: 5.40e+02  pen: 3.5e-02  loss: 4.6399 (4.4844)  acc1: 32.4219 (30.9228)  acc5: 57.0312 (52.8966)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [45]  [ 440/1251]  eta: 0:06:30  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.5486 (4.4808)  acc1: 34.3750 (31.0286)  acc5: 57.4219 (53.0090)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [45]  [ 450/1251]  eta: 0:06:25  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.1619 (4.4764)  acc1: 36.7188 (31.1123)  acc5: 59.7656 (53.0956)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [45]  [ 460/1251]  eta: 0:06:20  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1619 (4.4750)  acc1: 36.7188 (31.1695)  acc5: 60.1562 (53.1801)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [45]  [ 470/1251]  eta: 0:06:15  lr: 2.967e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.5480 (4.4766)  acc1: 32.4219 (31.1621)  acc5: 56.6406 (53.2212)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [45]  [ 480/1251]  eta: 0:06:10  lr: 2.967e-02  img/s: 5.07e+02  pen: 4.9e-02  loss: 4.7974 (4.4769)  acc1: 28.9062 (31.1306)  acc5: 52.7344 (53.1908)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [45]  [ 490/1251]  eta: 0:06:06  lr: 2.967e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.7885 (4.4703)  acc1: 35.9375 (31.1927)  acc5: 59.3750 (53.2793)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [45]  [ 500/1251]  eta: 0:06:01  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.0149 (4.4683)  acc1: 36.3281 (31.2328)  acc5: 59.3750 (53.3340)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [45]  [ 510/1251]  eta: 0:05:56  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.1288 (4.4619)  acc1: 35.9375 (31.2722)  acc5: 59.3750 (53.4124)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [45]  [ 520/1251]  eta: 0:05:51  lr: 2.967e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.9653 (4.4604)  acc1: 35.1562 (31.2590)  acc5: 60.1562 (53.3987)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [45]  [ 530/1251]  eta: 0:05:46  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.4900 (4.4610)  acc1: 35.1562 (31.2662)  acc5: 57.8125 (53.4060)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [45]  [ 540/1251]  eta: 0:05:41  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.5289 (4.4604)  acc1: 35.5469 (31.2933)  acc5: 58.5938 (53.4564)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [45]  [ 550/1251]  eta: 0:05:36  lr: 2.967e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.5289 (4.4613)  acc1: 33.5938 (31.2854)  acc5: 57.4219 (53.4568)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [45]  [ 560/1251]  eta: 0:05:31  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.9249 (4.4661)  acc1: 28.9062 (31.1873)  acc5: 50.7812 (53.3353)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [45]  [ 570/1251]  eta: 0:05:26  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 5.1126 (4.4721)  acc1: 24.6094 (31.1057)  acc5: 45.7031 (53.2399)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [45]  [ 580/1251]  eta: 0:05:22  lr: 2.967e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.9359 (4.4672)  acc1: 29.2969 (31.1370)  acc5: 51.9531 (53.2817)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [45]  [ 590/1251]  eta: 0:05:17  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7823 (4.4624)  acc1: 37.1094 (31.2209)  acc5: 59.3750 (53.3709)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [45]  [ 600/1251]  eta: 0:05:12  lr: 2.967e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 3.8833 (4.4598)  acc1: 34.7656 (31.2494)  acc5: 58.2031 (53.4110)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [45]  [ 610/1251]  eta: 0:05:07  lr: 2.967e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.4999 (4.4624)  acc1: 33.5938 (31.2263)  acc5: 56.6406 (53.3884)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [45]  [ 620/1251]  eta: 0:05:02  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.1746 (4.4566)  acc1: 33.5938 (31.2821)  acc5: 60.1562 (53.4810)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [45]  [ 630/1251]  eta: 0:04:57  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.3341 (4.4573)  acc1: 33.5938 (31.3051)  acc5: 58.2031 (53.5175)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [45]  [ 640/1251]  eta: 0:04:53  lr: 2.967e-02  img/s: 5.07e+02  pen: 4.3e-02  loss: 4.4520 (4.4563)  acc1: 33.9844 (31.3542)  acc5: 58.2031 (53.5662)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [45]  [ 650/1251]  eta: 0:04:48  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0892 (4.4546)  acc1: 35.5469 (31.3694)  acc5: 59.3750 (53.5888)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [45]  [ 660/1251]  eta: 0:04:43  lr: 2.967e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.8608 (4.4517)  acc1: 34.7656 (31.3871)  acc5: 60.1562 (53.6273)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [45]  [ 670/1251]  eta: 0:04:38  lr: 2.967e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.5338 (4.4512)  acc1: 31.6406 (31.4078)  acc5: 56.6406 (53.6460)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [45]  [ 680/1251]  eta: 0:04:33  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.6694 (4.4530)  acc1: 30.4688 (31.3745)  acc5: 55.8594 (53.6126)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [45]  [ 690/1251]  eta: 0:04:28  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.4584 (4.4491)  acc1: 32.8125 (31.4303)  acc5: 58.5938 (53.6914)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [45]  [ 700/1251]  eta: 0:04:24  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.0606 (4.4478)  acc1: 33.9844 (31.4573)  acc5: 58.5938 (53.7118)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [45]  [ 710/1251]  eta: 0:04:19  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.1375 (4.4487)  acc1: 32.8125 (31.4401)  acc5: 55.8594 (53.6997)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [45]  [ 720/1251]  eta: 0:04:14  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.1375 (4.4474)  acc1: 34.3750 (31.4813)  acc5: 58.9844 (53.7383)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [45]  [ 730/1251]  eta: 0:04:09  lr: 2.967e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.4301 (4.4484)  acc1: 35.1562 (31.4734)  acc5: 58.5938 (53.7283)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [45]  [ 740/1251]  eta: 0:04:04  lr: 2.967e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.2837 (4.4473)  acc1: 34.3750 (31.4398)  acc5: 56.2500 (53.6980)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [45]  [ 750/1251]  eta: 0:04:00  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.2837 (4.4481)  acc1: 32.0312 (31.4232)  acc5: 55.8594 (53.6815)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [45]  [ 760/1251]  eta: 0:03:55  lr: 2.967e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.5166 (4.4510)  acc1: 31.6406 (31.3896)  acc5: 55.8594 (53.6357)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [45]  [ 770/1251]  eta: 0:03:50  lr: 2.967e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.5230 (4.4523)  acc1: 32.0312 (31.4116)  acc5: 56.6406 (53.6686)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [45]  [ 780/1251]  eta: 0:03:45  lr: 2.967e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.5230 (4.4528)  acc1: 32.4219 (31.3630)  acc5: 57.8125 (53.6087)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [45]  [ 790/1251]  eta: 0:03:40  lr: 2.967e-02  img/s: 5.40e+02  pen: 3.5e-02  loss: 3.8874 (4.4515)  acc1: 32.8125 (31.3878)  acc5: 55.8594 (53.6416)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [45]  [ 800/1251]  eta: 0:03:35  lr: 2.967e-02  img/s: 5.08e+02  pen: 4.6e-02  loss: 4.1886 (4.4496)  acc1: 35.5469 (31.4129)  acc5: 58.2031 (53.6834)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [45]  [ 810/1251]  eta: 0:03:31  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.5468 (4.4532)  acc1: 33.9844 (31.3853)  acc5: 51.9531 (53.6148)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [45]  [ 820/1251]  eta: 0:03:26  lr: 2.967e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.9516 (4.4566)  acc1: 28.9062 (31.3528)  acc5: 51.1719 (53.5680)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [45]  [ 830/1251]  eta: 0:03:21  lr: 2.967e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.8275 (4.4583)  acc1: 28.5156 (31.3614)  acc5: 50.0000 (53.5636)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [45]  [ 840/1251]  eta: 0:03:16  lr: 2.967e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.8275 (4.4619)  acc1: 28.5156 (31.3141)  acc5: 50.0000 (53.4994)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [45]  [ 850/1251]  eta: 0:03:11  lr: 2.967e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.7285 (4.4614)  acc1: 30.0781 (31.3202)  acc5: 53.5156 (53.4973)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [45]  [ 860/1251]  eta: 0:03:07  lr: 2.967e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.4584 (4.4636)  acc1: 32.8125 (31.3090)  acc5: 56.2500 (53.5047)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [45]  [ 870/1251]  eta: 0:03:02  lr: 2.967e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.6594 (4.4627)  acc1: 32.8125 (31.3267)  acc5: 57.8125 (53.5241)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [45]  [ 880/1251]  eta: 0:02:57  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.5959 (4.4638)  acc1: 32.0312 (31.2974)  acc5: 57.8125 (53.4930)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [45]  [ 890/1251]  eta: 0:02:52  lr: 2.967e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.1808 (4.4622)  acc1: 32.0312 (31.2947)  acc5: 57.8125 (53.4753)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [45]  [ 900/1251]  eta: 0:02:47  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.8207 (4.4603)  acc1: 35.9375 (31.3111)  acc5: 61.3281 (53.4896)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [45]  [ 910/1251]  eta: 0:02:43  lr: 2.967e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.4755 (4.4634)  acc1: 33.5938 (31.3070)  acc5: 55.4688 (53.4723)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [45]  [ 920/1251]  eta: 0:02:38  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.8582 (4.4641)  acc1: 30.8594 (31.2856)  acc5: 53.1250 (53.4668)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [45]  [ 930/1251]  eta: 0:02:33  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5529 (4.4640)  acc1: 33.5938 (31.3037)  acc5: 56.6406 (53.5018)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [45]  [ 940/1251]  eta: 0:02:28  lr: 2.967e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.4922 (4.4620)  acc1: 34.3750 (31.3143)  acc5: 58.2031 (53.5401)  time: 0.4772  data: 0.0003  max mem: 42896
Epoch: [45]  [ 950/1251]  eta: 0:02:23  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.5779 (4.4634)  acc1: 30.0781 (31.3063)  acc5: 56.2500 (53.5099)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [45]  [ 960/1251]  eta: 0:02:19  lr: 2.967e-02  img/s: 5.11e+02  pen: 4.1e-02  loss: 4.2544 (4.4596)  acc1: 33.9844 (31.3419)  acc5: 56.2500 (53.5607)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [45]  [ 970/1251]  eta: 0:02:14  lr: 2.967e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.2544 (4.4612)  acc1: 35.1562 (31.3059)  acc5: 60.1562 (53.5128)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [45]  [ 980/1251]  eta: 0:02:09  lr: 2.967e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.7737 (4.4635)  acc1: 31.6406 (31.2799)  acc5: 51.9531 (53.4722)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [45]  [ 990/1251]  eta: 0:02:04  lr: 2.967e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.7982 (4.4648)  acc1: 29.6875 (31.2543)  acc5: 51.9531 (53.4569)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [45]  [1000/1251]  eta: 0:02:00  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.7014 (4.4627)  acc1: 30.8594 (31.2785)  acc5: 53.5156 (53.4805)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [45]  [1010/1251]  eta: 0:01:55  lr: 2.967e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.1193 (4.4609)  acc1: 37.1094 (31.3095)  acc5: 58.5938 (53.5299)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [45]  [1020/1251]  eta: 0:01:50  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.4585 (4.4610)  acc1: 31.6406 (31.3089)  acc5: 54.6875 (53.5317)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [45]  [1030/1251]  eta: 0:01:45  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3010 (4.4602)  acc1: 34.7656 (31.3193)  acc5: 58.2031 (53.5467)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [45]  [1040/1251]  eta: 0:01:40  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.3585 (4.4611)  acc1: 34.3750 (31.3104)  acc5: 56.6406 (53.5438)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [45]  [1050/1251]  eta: 0:01:36  lr: 2.967e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 4.2602 (4.4589)  acc1: 34.3750 (31.3489)  acc5: 60.1562 (53.6059)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [45]  [1060/1251]  eta: 0:01:31  lr: 2.967e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.2660 (4.4596)  acc1: 35.1562 (31.3674)  acc5: 60.1562 (53.6261)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [45]  [1070/1251]  eta: 0:01:26  lr: 2.967e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.2660 (4.4563)  acc1: 36.3281 (31.4054)  acc5: 59.3750 (53.6622)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [45]  [1080/1251]  eta: 0:01:21  lr: 2.967e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2434 (4.4580)  acc1: 36.3281 (31.3786)  acc5: 60.9375 (53.6396)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [45]  [1090/1251]  eta: 0:01:16  lr: 2.967e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.4738 (4.4586)  acc1: 29.6875 (31.3746)  acc5: 50.0000 (53.6198)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [45]  [1100/1251]  eta: 0:01:12  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.4738 (4.4583)  acc1: 32.0312 (31.4068)  acc5: 57.8125 (53.6494)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [45]  [1110/1251]  eta: 0:01:07  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4691 (4.4581)  acc1: 32.0312 (31.3945)  acc5: 57.8125 (53.6278)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [45]  [1120/1251]  eta: 0:01:02  lr: 2.967e-02  img/s: 5.06e+02  pen: 4.4e-02  loss: 4.0680 (4.4551)  acc1: 37.8906 (31.4424)  acc5: 60.1562 (53.6808)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [45]  [1130/1251]  eta: 0:00:57  lr: 2.967e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.0680 (4.4532)  acc1: 37.1094 (31.4631)  acc5: 60.9375 (53.7163)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [45]  [1140/1251]  eta: 0:00:53  lr: 2.967e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.1236 (4.4514)  acc1: 35.1562 (31.4821)  acc5: 57.8125 (53.7429)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [45]  [1150/1251]  eta: 0:00:48  lr: 2.967e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.8348 (4.4539)  acc1: 30.0781 (31.4608)  acc5: 53.5156 (53.7311)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [45]  [1160/1251]  eta: 0:00:43  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.8348 (4.4531)  acc1: 30.4688 (31.4805)  acc5: 53.1250 (53.7602)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [45]  [1170/1251]  eta: 0:00:38  lr: 2.967e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.4217 (4.4507)  acc1: 33.5938 (31.4969)  acc5: 58.2031 (53.8008)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [45]  [1180/1251]  eta: 0:00:33  lr: 2.967e-02  img/s: 5.40e+02  pen: 3.5e-02  loss: 4.4217 (4.4501)  acc1: 33.5938 (31.5020)  acc5: 57.4219 (53.8120)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [45]  [1190/1251]  eta: 0:00:29  lr: 2.967e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.2964 (4.4487)  acc1: 34.7656 (31.5183)  acc5: 56.2500 (53.8341)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [45]  [1200/1251]  eta: 0:00:24  lr: 2.967e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.9210 (4.4487)  acc1: 34.7656 (31.5187)  acc5: 60.1562 (53.8337)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [45]  [1210/1251]  eta: 0:00:19  lr: 2.967e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.5906 (4.4496)  acc1: 30.0781 (31.4964)  acc5: 55.4688 (53.8024)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [45]  [1220/1251]  eta: 0:00:14  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.8829 (4.4527)  acc1: 29.2969 (31.4570)  acc5: 50.3906 (53.7421)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [45]  [1230/1251]  eta: 0:00:10  lr: 2.967e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.7037 (4.4521)  acc1: 30.8594 (31.4604)  acc5: 53.9062 (53.7374)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [45]  [1240/1251]  eta: 0:00:05  lr: 2.967e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.8454 (4.4498)  acc1: 36.7188 (31.4839)  acc5: 62.1094 (53.7693)  time: 0.4739  data: 0.0005  max mem: 42896
Epoch: [45]  [1250/1251]  eta: 0:00:00  lr: 2.967e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.2733 (4.4519)  acc1: 33.9844 (31.4729)  acc5: 58.5938 (53.7592)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [45] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:12  loss: 2.7454 (2.7454)  acc1: 70.3125 (70.3125)  acc5: 91.0156 (91.0156)  time: 2.7080  data: 2.4599  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 47.064 Acc@5 73.310 Loss: 3.446
Test: EMA  [ 0/49]  eta: 0:02:22  loss: nan (nan)  acc1: 4.2969 (4.2969)  acc5: 23.0469 (23.0469)  time: 2.9083  data: 2.6604  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 0.404 Acc@5 1.204 Loss: nan
Epoch: [46]  [   0/1251]  eta: 1:26:11  lr: 2.965e-02  img/s: 4.92e+02  pen: 4.1e-02  loss: 4.3224 (4.3224)  acc1: 36.3281 (36.3281)  acc5: 61.7188 (61.7188)  time: 4.1335  data: 3.6131  max mem: 42896
Epoch: [46]  [  10/1251]  eta: 0:16:41  lr: 2.965e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3224 (4.3529)  acc1: 36.3281 (32.8125)  acc5: 58.5938 (53.9773)  time: 0.8073  data: 0.3287  max mem: 42896
Epoch: [46]  [  20/1251]  eta: 0:13:18  lr: 2.965e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 4.4506 (4.5035)  acc1: 34.3750 (31.2872)  acc5: 57.8125 (51.9531)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [46]  [  30/1251]  eta: 0:12:02  lr: 2.965e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.6129 (4.5165)  acc1: 32.0312 (31.0358)  acc5: 53.5156 (51.9027)  time: 0.4735  data: 0.0004  max mem: 42896
Epoch: [46]  [  40/1251]  eta: 0:11:22  lr: 2.965e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.6720 (4.5335)  acc1: 31.6406 (30.7832)  acc5: 52.7344 (51.8388)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [46]  [  50/1251]  eta: 0:10:55  lr: 2.965e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.7317 (4.5433)  acc1: 30.8594 (30.6143)  acc5: 51.1719 (51.7387)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [46]  [  60/1251]  eta: 0:10:36  lr: 2.965e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.4565 (4.5198)  acc1: 35.9375 (30.9490)  acc5: 57.4219 (52.2349)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [46]  [  70/1251]  eta: 0:10:21  lr: 2.965e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 4.4565 (4.5232)  acc1: 33.9844 (30.8924)  acc5: 54.2969 (52.1402)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [46]  [  80/1251]  eta: 0:10:08  lr: 2.965e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.9055 (4.4654)  acc1: 35.1562 (31.5828)  acc5: 57.0312 (53.0093)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [46]  [  90/1251]  eta: 0:09:57  lr: 2.965e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.1684 (4.4460)  acc1: 37.1094 (32.0398)  acc5: 60.1562 (53.5886)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [46]  [ 100/1251]  eta: 0:09:48  lr: 2.965e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.3605 (4.4252)  acc1: 37.1094 (32.4722)  acc5: 59.7656 (54.1190)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [46]  [ 110/1251]  eta: 0:09:39  lr: 2.965e-02  img/s: 5.43e+02  pen: 4.1e-02  loss: 4.5970 (4.4628)  acc1: 33.9844 (32.0911)  acc5: 53.9062 (53.6353)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [46]  [ 120/1251]  eta: 0:09:31  lr: 2.965e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.8647 (4.4702)  acc1: 30.4688 (31.9312)  acc5: 51.9531 (53.5221)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [46]  [ 130/1251]  eta: 0:09:23  lr: 2.965e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4463 (4.4660)  acc1: 34.3750 (31.7718)  acc5: 57.0312 (53.4530)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [46]  [ 140/1251]  eta: 0:09:16  lr: 2.965e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.8463 (4.4509)  acc1: 35.9375 (31.8262)  acc5: 59.7656 (53.6569)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [46]  [ 150/1251]  eta: 0:09:09  lr: 2.965e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.4665 (4.4548)  acc1: 35.5469 (31.7803)  acc5: 57.0312 (53.6864)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [46]  [ 160/1251]  eta: 0:09:02  lr: 2.965e-02  img/s: 5.10e+02  pen: 3.8e-02  loss: 4.9266 (4.4715)  acc1: 28.9062 (31.5630)  acc5: 49.6094 (53.3822)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [46]  [ 170/1251]  eta: 0:08:56  lr: 2.965e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 5.0756 (4.4918)  acc1: 24.2188 (31.1449)  acc5: 43.7500 (52.9354)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [46]  [ 180/1251]  eta: 0:08:50  lr: 2.965e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.8254 (4.5016)  acc1: 26.9531 (31.1745)  acc5: 50.7812 (52.9265)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [46]  [ 190/1251]  eta: 0:08:44  lr: 2.965e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.0195 (4.4693)  acc1: 36.3281 (31.5118)  acc5: 60.5469 (53.3172)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [46]  [ 200/1251]  eta: 0:08:38  lr: 2.965e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.0463 (4.4798)  acc1: 36.3281 (31.4132)  acc5: 60.5469 (53.2455)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [46]  [ 210/1251]  eta: 0:08:32  lr: 2.965e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.5961 (4.4850)  acc1: 33.2031 (31.4462)  acc5: 56.2500 (53.2601)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [46]  [ 220/1251]  eta: 0:08:26  lr: 2.965e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.5162 (4.4756)  acc1: 34.7656 (31.5381)  acc5: 59.3750 (53.3831)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [46]  [ 230/1251]  eta: 0:08:21  lr: 2.965e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1604 (4.4842)  acc1: 28.9062 (31.3227)  acc5: 54.2969 (53.0912)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [46]  [ 240/1251]  eta: 0:08:15  lr: 2.965e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.6631 (4.4795)  acc1: 31.6406 (31.4186)  acc5: 52.7344 (53.2255)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [46]  [ 250/1251]  eta: 0:08:09  lr: 2.965e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.6631 (4.4839)  acc1: 31.6406 (31.3527)  acc5: 56.2500 (53.2417)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [46]  [ 260/1251]  eta: 0:08:04  lr: 2.965e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.5020 (4.4850)  acc1: 31.6406 (31.3233)  acc5: 57.0312 (53.2208)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [46]  [ 270/1251]  eta: 0:07:59  lr: 2.965e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.3090 (4.4772)  acc1: 33.9844 (31.3898)  acc5: 58.9844 (53.3210)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [46]  [ 280/1251]  eta: 0:07:53  lr: 2.965e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.8809 (4.4626)  acc1: 37.5000 (31.5669)  acc5: 59.7656 (53.5559)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [46]  [ 290/1251]  eta: 0:07:48  lr: 2.965e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.7212 (4.4511)  acc1: 37.8906 (31.6567)  acc5: 60.9375 (53.6378)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [46]  [ 300/1251]  eta: 0:07:43  lr: 2.965e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.2514 (4.4531)  acc1: 34.3750 (31.5991)  acc5: 57.0312 (53.6298)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [46]  [ 310/1251]  eta: 0:07:37  lr: 2.965e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.2514 (4.4437)  acc1: 33.2031 (31.6770)  acc5: 57.0312 (53.7618)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [46]  [ 320/1251]  eta: 0:07:32  lr: 2.965e-02  img/s: 4.94e+02  pen: 4.0e-02  loss: 4.6569 (4.4580)  acc1: 29.2969 (31.4946)  acc5: 53.5156 (53.5424)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [46]  [ 330/1251]  eta: 0:07:27  lr: 2.965e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.9103 (4.4627)  acc1: 28.1250 (31.4530)  acc5: 52.3438 (53.5121)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [46]  [ 340/1251]  eta: 0:07:22  lr: 2.965e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.5183 (4.4610)  acc1: 32.4219 (31.4447)  acc5: 55.0781 (53.5523)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [46]  [ 350/1251]  eta: 0:07:17  lr: 2.965e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.6191 (4.4686)  acc1: 32.8125 (31.3580)  acc5: 54.6875 (53.4266)  time: 0.4733  data: 0.0004  max mem: 42896
Epoch: [46]  [ 360/1251]  eta: 0:07:12  lr: 2.965e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.8966 (4.4798)  acc1: 27.7344 (31.1905)  acc5: 49.6094 (53.2484)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [46]  [ 370/1251]  eta: 0:07:07  lr: 2.965e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.7307 (4.4771)  acc1: 28.1250 (31.2374)  acc5: 50.7812 (53.3114)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [46]  [ 380/1251]  eta: 0:07:01  lr: 2.965e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 5.0829 (4.4916)  acc1: 23.4375 (30.9496)  acc5: 42.9688 (52.9466)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [46]  [ 390/1251]  eta: 0:06:56  lr: 2.965e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 5.0829 (4.4863)  acc1: 22.6562 (31.0342)  acc5: 41.0156 (53.0621)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [46]  [ 400/1251]  eta: 0:06:51  lr: 2.965e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.5477 (4.4912)  acc1: 32.8125 (31.0474)  acc5: 55.8594 (53.0422)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [46]  [ 410/1251]  eta: 0:06:46  lr: 2.965e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.7671 (4.4853)  acc1: 32.0312 (31.0827)  acc5: 55.0781 (53.1155)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [46]  [ 420/1251]  eta: 0:06:41  lr: 2.965e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.1020 (4.4805)  acc1: 33.9844 (31.1118)  acc5: 58.2031 (53.1705)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [46]  [ 430/1251]  eta: 0:06:36  lr: 2.965e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.1587 (4.4823)  acc1: 31.2500 (31.0633)  acc5: 55.8594 (53.1304)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [46]  [ 440/1251]  eta: 0:06:31  lr: 2.965e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.7642 (4.4872)  acc1: 28.5156 (31.0117)  acc5: 52.3438 (53.0249)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [46]  [ 450/1251]  eta: 0:06:26  lr: 2.965e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 5.0719 (4.4932)  acc1: 25.7812 (30.9165)  acc5: 44.9219 (52.8885)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [46]  [ 460/1251]  eta: 0:06:21  lr: 2.965e-02  img/s: 5.38e+02  pen: 3.9e-02  loss: 4.3440 (4.4851)  acc1: 35.1562 (31.0331)  acc5: 56.2500 (53.0072)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [46]  [ 470/1251]  eta: 0:06:16  lr: 2.965e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.3440 (4.4907)  acc1: 37.1094 (30.9946)  acc5: 58.5938 (52.9359)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [46]  [ 480/1251]  eta: 0:06:12  lr: 2.965e-02  img/s: 5.08e+02  pen: 4.1e-02  loss: 4.7317 (4.4864)  acc1: 31.2500 (31.0851)  acc5: 53.1250 (53.0446)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [46]  [ 490/1251]  eta: 0:06:07  lr: 2.965e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.4103 (4.4841)  acc1: 33.5938 (31.1307)  acc5: 58.5938 (53.1059)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [46]  [ 500/1251]  eta: 0:06:02  lr: 2.965e-02  img/s: 5.40e+02  pen: 3.5e-02  loss: 4.7535 (4.4908)  acc1: 30.4688 (31.0863)  acc5: 53.9062 (53.0478)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [46]  [ 510/1251]  eta: 0:05:57  lr: 2.965e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.7068 (4.4910)  acc1: 30.8594 (31.0879)  acc5: 53.9062 (53.0218)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [46]  [ 520/1251]  eta: 0:05:52  lr: 2.965e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 4.6955 (4.4930)  acc1: 30.8594 (31.0603)  acc5: 53.1250 (52.9893)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [46]  [ 530/1251]  eta: 0:05:47  lr: 2.965e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.3340 (4.4881)  acc1: 33.2031 (31.0992)  acc5: 58.9844 (53.0625)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [46]  [ 540/1251]  eta: 0:05:42  lr: 2.965e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.1620 (4.4859)  acc1: 37.5000 (31.1179)  acc5: 61.3281 (53.1033)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [46]  [ 550/1251]  eta: 0:05:37  lr: 2.965e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.7171 (4.4887)  acc1: 32.8125 (31.0791)  acc5: 55.8594 (53.0286)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [46]  [ 560/1251]  eta: 0:05:32  lr: 2.965e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.5775 (4.4837)  acc1: 32.8125 (31.1330)  acc5: 57.0312 (53.0937)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [46]  [ 570/1251]  eta: 0:05:27  lr: 2.965e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.0713 (4.4832)  acc1: 37.1094 (31.1891)  acc5: 59.3750 (53.1353)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [46]  [ 580/1251]  eta: 0:05:22  lr: 2.965e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.6721 (4.4872)  acc1: 33.2031 (31.1565)  acc5: 53.9062 (53.0968)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [46]  [ 590/1251]  eta: 0:05:18  lr: 2.965e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.5208 (4.4855)  acc1: 33.9844 (31.1780)  acc5: 55.4688 (53.1369)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [46]  [ 600/1251]  eta: 0:05:13  lr: 2.965e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.1585 (4.4786)  acc1: 37.1094 (31.2552)  acc5: 59.7656 (53.2270)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [46]  [ 610/1251]  eta: 0:05:08  lr: 2.965e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4345 (4.4817)  acc1: 34.7656 (31.2487)  acc5: 57.4219 (53.2183)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [46]  [ 620/1251]  eta: 0:05:03  lr: 2.965e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.9161 (4.4868)  acc1: 27.7344 (31.1814)  acc5: 49.2188 (53.1420)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [46]  [ 630/1251]  eta: 0:04:58  lr: 2.965e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.7338 (4.4822)  acc1: 28.5156 (31.2302)  acc5: 49.6094 (53.1987)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [46]  [ 640/1251]  eta: 0:04:53  lr: 2.965e-02  img/s: 5.08e+02  pen: 4.1e-02  loss: 4.3338 (4.4862)  acc1: 30.4688 (31.1885)  acc5: 58.9844 (53.1603)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [46]  [ 650/1251]  eta: 0:04:48  lr: 2.965e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.8660 (4.4851)  acc1: 30.4688 (31.1864)  acc5: 50.0000 (53.1706)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [46]  [ 660/1251]  eta: 0:04:43  lr: 2.965e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.1067 (4.4821)  acc1: 35.1562 (31.2340)  acc5: 59.7656 (53.2095)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [46]  [ 670/1251]  eta: 0:04:39  lr: 2.965e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.1763 (4.4816)  acc1: 35.1562 (31.2407)  acc5: 58.9844 (53.2147)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [46]  [ 680/1251]  eta: 0:04:34  lr: 2.965e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.6084 (4.4820)  acc1: 33.5938 (31.2328)  acc5: 55.8594 (53.2099)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [46]  [ 690/1251]  eta: 0:04:29  lr: 2.965e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.8266 (4.4866)  acc1: 29.6875 (31.1754)  acc5: 51.5625 (53.1233)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [46]  [ 700/1251]  eta: 0:04:24  lr: 2.965e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 4.6787 (4.4858)  acc1: 30.4688 (31.2199)  acc5: 52.7344 (53.1846)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [46]  [ 710/1251]  eta: 0:04:19  lr: 2.965e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.6181 (4.4881)  acc1: 32.4219 (31.1742)  acc5: 53.1250 (53.1305)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [46]  [ 720/1251]  eta: 0:04:14  lr: 2.965e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.6181 (4.4883)  acc1: 28.1250 (31.1454)  acc5: 49.2188 (53.0882)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [46]  [ 730/1251]  eta: 0:04:10  lr: 2.965e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.0166 (4.4863)  acc1: 34.7656 (31.1608)  acc5: 57.4219 (53.1042)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [46]  [ 740/1251]  eta: 0:04:05  lr: 2.965e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.0688 (4.4851)  acc1: 35.5469 (31.2015)  acc5: 60.9375 (53.1529)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [46]  [ 750/1251]  eta: 0:04:00  lr: 2.965e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.1966 (4.4857)  acc1: 33.9844 (31.2073)  acc5: 59.3750 (53.1338)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [46]  [ 760/1251]  eta: 0:03:55  lr: 2.965e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.1966 (4.4833)  acc1: 33.9844 (31.1976)  acc5: 58.5938 (53.1404)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [46]  [ 770/1251]  eta: 0:03:50  lr: 2.965e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.4360 (4.4864)  acc1: 25.3906 (31.1436)  acc5: 48.8281 (53.0546)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [46]  [ 780/1251]  eta: 0:03:45  lr: 2.965e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.4725 (4.4854)  acc1: 32.0312 (31.1800)  acc5: 54.6875 (53.1030)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [46]  [ 790/1251]  eta: 0:03:41  lr: 2.965e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.8254 (4.4905)  acc1: 31.6406 (31.1167)  acc5: 52.3438 (53.0302)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [46]  [ 800/1251]  eta: 0:03:36  lr: 2.965e-02  img/s: 5.04e+02  pen: 4.2e-02  loss: 4.9791 (4.4938)  acc1: 27.3438 (31.0774)  acc5: 48.8281 (52.9641)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [46]  [ 810/1251]  eta: 0:03:31  lr: 2.965e-02  img/s: 5.42e+02  pen: 3.4e-02  loss: 5.1004 (4.4983)  acc1: 28.1250 (31.0419)  acc5: 47.6562 (52.9054)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [46]  [ 820/1251]  eta: 0:03:26  lr: 2.965e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.7736 (4.4962)  acc1: 29.6875 (31.0873)  acc5: 53.5156 (52.9756)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [46]  [ 830/1251]  eta: 0:03:21  lr: 2.965e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.4933 (4.4956)  acc1: 33.9844 (31.1057)  acc5: 60.1562 (53.0070)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [46]  [ 840/1251]  eta: 0:03:17  lr: 2.965e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5046 (4.4939)  acc1: 33.2031 (31.1172)  acc5: 56.6406 (53.0237)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [46]  [ 850/1251]  eta: 0:03:12  lr: 2.965e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.0203 (4.4914)  acc1: 35.9375 (31.1600)  acc5: 58.9844 (53.0883)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [46]  [ 860/1251]  eta: 0:03:07  lr: 2.965e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.1683 (4.4915)  acc1: 35.5469 (31.1797)  acc5: 57.8125 (53.1164)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [46]  [ 870/1251]  eta: 0:03:02  lr: 2.965e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.1683 (4.4879)  acc1: 35.1562 (31.2496)  acc5: 57.8125 (53.1882)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [46]  [ 880/1251]  eta: 0:02:57  lr: 2.965e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.3016 (4.4904)  acc1: 33.5938 (31.2159)  acc5: 57.4219 (53.1436)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [46]  [ 890/1251]  eta: 0:02:52  lr: 2.965e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 5.0034 (4.4936)  acc1: 25.3906 (31.1886)  acc5: 46.0938 (53.1180)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [46]  [ 900/1251]  eta: 0:02:48  lr: 2.965e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.6374 (4.4914)  acc1: 34.3750 (31.2066)  acc5: 55.0781 (53.1501)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [46]  [ 910/1251]  eta: 0:02:43  lr: 2.965e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.6301 (4.4927)  acc1: 32.0312 (31.1702)  acc5: 56.2500 (53.1027)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [46]  [ 920/1251]  eta: 0:02:38  lr: 2.965e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.5578 (4.4906)  acc1: 30.4688 (31.1792)  acc5: 55.8594 (53.1063)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [46]  [ 930/1251]  eta: 0:02:33  lr: 2.965e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.8059 (4.4876)  acc1: 39.0625 (31.2303)  acc5: 59.7656 (53.1565)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [46]  [ 940/1251]  eta: 0:02:28  lr: 2.965e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.2667 (4.4886)  acc1: 36.7188 (31.2226)  acc5: 57.8125 (53.1333)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [46]  [ 950/1251]  eta: 0:02:24  lr: 2.965e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6797 (4.4890)  acc1: 27.3438 (31.2044)  acc5: 51.5625 (53.1225)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [46]  [ 960/1251]  eta: 0:02:19  lr: 2.965e-02  img/s: 5.07e+02  pen: 4.1e-02  loss: 4.3918 (4.4875)  acc1: 33.9844 (31.2346)  acc5: 57.8125 (53.1652)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [46]  [ 970/1251]  eta: 0:02:14  lr: 2.965e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3918 (4.4873)  acc1: 36.3281 (31.2411)  acc5: 60.1562 (53.1725)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [46]  [ 980/1251]  eta: 0:02:09  lr: 2.965e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.7218 (4.4893)  acc1: 32.4219 (31.2365)  acc5: 53.9062 (53.1648)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [46]  [ 990/1251]  eta: 0:02:04  lr: 2.965e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.8615 (4.4904)  acc1: 31.2500 (31.2512)  acc5: 53.9062 (53.1865)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [46]  [1000/1251]  eta: 0:02:00  lr: 2.965e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.8615 (4.4914)  acc1: 30.0781 (31.2445)  acc5: 52.7344 (53.1738)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [46]  [1010/1251]  eta: 0:01:55  lr: 2.965e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.9368 (4.4935)  acc1: 27.7344 (31.2087)  acc5: 48.8281 (53.1428)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [46]  [1020/1251]  eta: 0:01:50  lr: 2.965e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.7417 (4.4944)  acc1: 29.6875 (31.1980)  acc5: 53.9062 (53.1537)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [46]  [1030/1251]  eta: 0:01:45  lr: 2.965e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3087 (4.4897)  acc1: 35.1562 (31.2655)  acc5: 61.3281 (53.2402)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [46]  [1040/1251]  eta: 0:01:40  lr: 2.965e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9293 (4.4881)  acc1: 36.7188 (31.2748)  acc5: 61.7188 (53.2597)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [46]  [1050/1251]  eta: 0:01:36  lr: 2.965e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9293 (4.4843)  acc1: 36.3281 (31.3180)  acc5: 61.3281 (53.3238)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [46]  [1060/1251]  eta: 0:01:31  lr: 2.965e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 3.9037 (4.4832)  acc1: 35.1562 (31.3314)  acc5: 60.9375 (53.3389)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [46]  [1070/1251]  eta: 0:01:26  lr: 2.965e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1121 (4.4815)  acc1: 35.1562 (31.3510)  acc5: 60.9375 (53.3606)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [46]  [1080/1251]  eta: 0:01:21  lr: 2.965e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.1841 (4.4808)  acc1: 34.3750 (31.3443)  acc5: 61.3281 (53.3548)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [46]  [1090/1251]  eta: 0:01:17  lr: 2.965e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.4230 (4.4813)  acc1: 33.5938 (31.3434)  acc5: 56.6406 (53.3534)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [46]  [1100/1251]  eta: 0:01:12  lr: 2.965e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.4230 (4.4799)  acc1: 33.9844 (31.3554)  acc5: 56.6406 (53.3726)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [46]  [1110/1251]  eta: 0:01:07  lr: 2.965e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2731 (4.4780)  acc1: 35.1562 (31.3906)  acc5: 57.8125 (53.4151)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [46]  [1120/1251]  eta: 0:01:02  lr: 2.965e-02  img/s: 5.09e+02  pen: 4.4e-02  loss: 4.4162 (4.4775)  acc1: 33.9844 (31.3831)  acc5: 56.6406 (53.4170)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [46]  [1130/1251]  eta: 0:00:57  lr: 2.965e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.2958 (4.4766)  acc1: 33.9844 (31.4002)  acc5: 56.2500 (53.4438)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [46]  [1140/1251]  eta: 0:00:53  lr: 2.965e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.4265 (4.4775)  acc1: 35.1562 (31.3962)  acc5: 57.4219 (53.4331)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [46]  [1150/1251]  eta: 0:00:48  lr: 2.965e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.8207 (4.4787)  acc1: 30.0781 (31.3959)  acc5: 50.0000 (53.4155)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [46]  [1160/1251]  eta: 0:00:43  lr: 2.965e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.8207 (4.4776)  acc1: 29.6875 (31.3755)  acc5: 51.1719 (53.4006)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [46]  [1170/1251]  eta: 0:00:38  lr: 2.965e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.3468 (4.4773)  acc1: 30.0781 (31.3634)  acc5: 51.5625 (53.3805)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [46]  [1180/1251]  eta: 0:00:33  lr: 2.965e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.2341 (4.4755)  acc1: 31.6406 (31.3790)  acc5: 55.4688 (53.4118)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [46]  [1190/1251]  eta: 0:00:29  lr: 2.965e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.6221 (4.4796)  acc1: 26.9531 (31.3356)  acc5: 49.2188 (53.3608)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [46]  [1200/1251]  eta: 0:00:24  lr: 2.965e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.8146 (4.4771)  acc1: 27.7344 (31.3694)  acc5: 51.9531 (53.4135)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [46]  [1210/1251]  eta: 0:00:19  lr: 2.965e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.4241 (4.4766)  acc1: 35.5469 (31.3855)  acc5: 59.3750 (53.4237)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [46]  [1220/1251]  eta: 0:00:14  lr: 2.965e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 4.4908 (4.4772)  acc1: 32.8125 (31.3687)  acc5: 55.0781 (53.4017)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [46]  [1230/1251]  eta: 0:00:10  lr: 2.965e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.0462 (4.4749)  acc1: 33.2031 (31.3858)  acc5: 56.6406 (53.4341)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [46]  [1240/1251]  eta: 0:00:05  lr: 2.965e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.1020 (4.4749)  acc1: 33.9844 (31.3857)  acc5: 59.3750 (53.4391)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [46]  [1250/1251]  eta: 0:00:00  lr: 2.965e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.3852 (4.4749)  acc1: 33.2031 (31.3646)  acc5: 58.5938 (53.4091)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [46] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:37  loss: 2.8041 (2.8041)  acc1: 60.9375 (60.9375)  acc5: 85.9375 (85.9375)  time: 3.2143  data: 2.9606  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 44.856 Acc@5 70.890 Loss: 3.469
Test: EMA  [ 0/49]  eta: 0:02:53  loss: nan (nan)  acc1: 4.2969 (4.2969)  acc5: 23.0469 (23.0469)  time: 3.5377  data: 3.2840  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 0.432 Acc@5 1.286 Loss: nan
Epoch: [47]  [   0/1251]  eta: 1:12:12  lr: 2.963e-02  img/s: 4.97e+02  pen: 4.5e-02  loss: 3.6063 (3.6063)  acc1: 42.1875 (42.1875)  acc5: 66.4062 (66.4062)  time: 3.4629  data: 2.9477  max mem: 42896
Epoch: [47]  [  10/1251]  eta: 0:15:25  lr: 2.963e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.6112 (4.4413)  acc1: 33.9844 (33.8068)  acc5: 57.4219 (56.6406)  time: 0.7460  data: 0.2682  max mem: 42896
Epoch: [47]  [  20/1251]  eta: 0:12:38  lr: 2.963e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 4.7791 (4.6721)  acc1: 30.4688 (29.8177)  acc5: 52.7344 (51.0789)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [47]  [  30/1251]  eta: 0:11:35  lr: 2.963e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.7324 (4.5296)  acc1: 32.0312 (31.3634)  acc5: 52.7344 (52.8604)  time: 0.4729  data: 0.0003  max mem: 42896
Epoch: [47]  [  40/1251]  eta: 0:11:02  lr: 2.963e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.8680 (4.4713)  acc1: 35.9375 (32.0979)  acc5: 58.9844 (54.0682)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [47]  [  50/1251]  eta: 0:10:39  lr: 2.963e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.5665 (4.4977)  acc1: 33.9844 (31.3879)  acc5: 56.2500 (53.4314)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [47]  [  60/1251]  eta: 0:10:22  lr: 2.963e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.7784 (4.5105)  acc1: 28.9062 (30.8145)  acc5: 53.1250 (52.6639)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [47]  [  70/1251]  eta: 0:10:09  lr: 2.963e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.1380 (4.4909)  acc1: 36.7188 (31.2885)  acc5: 60.1562 (53.2350)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [47]  [  80/1251]  eta: 0:09:58  lr: 2.963e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4583 (4.5137)  acc1: 33.2031 (31.0233)  acc5: 60.1562 (52.8549)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [47]  [  90/1251]  eta: 0:09:48  lr: 2.963e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.7923 (4.5102)  acc1: 30.8594 (30.9924)  acc5: 50.0000 (52.7430)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [47]  [ 100/1251]  eta: 0:09:40  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.5224 (4.5011)  acc1: 32.8125 (31.0218)  acc5: 55.4688 (52.9471)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [47]  [ 110/1251]  eta: 0:09:32  lr: 2.963e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 4.5090 (4.5004)  acc1: 32.8125 (31.0916)  acc5: 55.4688 (52.9561)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [47]  [ 120/1251]  eta: 0:09:24  lr: 2.963e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.4445 (4.4975)  acc1: 32.8125 (31.1596)  acc5: 55.8594 (53.1153)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [47]  [ 130/1251]  eta: 0:09:17  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3760 (4.4920)  acc1: 32.8125 (31.3395)  acc5: 55.8594 (53.3158)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [47]  [ 140/1251]  eta: 0:09:10  lr: 2.963e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.1524 (4.4773)  acc1: 32.8125 (31.4744)  acc5: 58.5938 (53.3937)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [47]  [ 150/1251]  eta: 0:09:04  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.9548 (4.4794)  acc1: 33.2031 (31.3768)  acc5: 57.8125 (53.2207)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [47]  [ 160/1251]  eta: 0:08:58  lr: 2.963e-02  img/s: 5.10e+02  pen: 3.7e-02  loss: 4.1778 (4.4612)  acc1: 35.1562 (31.7425)  acc5: 58.5938 (53.6806)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [47]  [ 170/1251]  eta: 0:08:52  lr: 2.963e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.6112 (4.4791)  acc1: 33.5938 (31.4693)  acc5: 56.2500 (53.3489)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [47]  [ 180/1251]  eta: 0:08:46  lr: 2.963e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 4.8782 (4.4816)  acc1: 29.6875 (31.3557)  acc5: 50.7812 (53.2329)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [47]  [ 190/1251]  eta: 0:08:40  lr: 2.963e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.0593 (4.4702)  acc1: 35.1562 (31.4729)  acc5: 59.3750 (53.4502)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [47]  [ 200/1251]  eta: 0:08:34  lr: 2.963e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.5206 (4.4865)  acc1: 33.5938 (31.2869)  acc5: 53.5156 (53.1872)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [47]  [ 210/1251]  eta: 0:08:28  lr: 2.963e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.9423 (4.4794)  acc1: 32.8125 (31.3037)  acc5: 51.1719 (53.2231)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [47]  [ 220/1251]  eta: 0:08:23  lr: 2.963e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.4348 (4.4835)  acc1: 34.3750 (31.3808)  acc5: 55.4688 (53.2523)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [47]  [ 230/1251]  eta: 0:08:18  lr: 2.963e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4348 (4.4693)  acc1: 35.1562 (31.5409)  acc5: 56.6406 (53.3939)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [47]  [ 240/1251]  eta: 0:08:12  lr: 2.963e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.0954 (4.4693)  acc1: 34.3750 (31.4688)  acc5: 62.5000 (53.3406)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [47]  [ 250/1251]  eta: 0:08:07  lr: 2.963e-02  img/s: 5.37e+02  pen: 4.3e-02  loss: 4.0954 (4.4619)  acc1: 34.3750 (31.5037)  acc5: 60.5469 (53.3942)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [47]  [ 260/1251]  eta: 0:08:01  lr: 2.963e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.3248 (4.4604)  acc1: 34.7656 (31.5448)  acc5: 58.2031 (53.4558)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [47]  [ 270/1251]  eta: 0:07:56  lr: 2.963e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 4.5442 (4.4681)  acc1: 32.0312 (31.4388)  acc5: 56.2500 (53.2735)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [47]  [ 280/1251]  eta: 0:07:51  lr: 2.963e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.1460 (4.4530)  acc1: 35.9375 (31.6490)  acc5: 59.3750 (53.5532)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [47]  [ 290/1251]  eta: 0:07:46  lr: 2.963e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 3.7627 (4.4432)  acc1: 36.3281 (31.8299)  acc5: 62.8906 (53.7640)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [47]  [ 300/1251]  eta: 0:07:41  lr: 2.963e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.5598 (4.4570)  acc1: 33.9844 (31.6510)  acc5: 58.2031 (53.5520)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [47]  [ 310/1251]  eta: 0:07:35  lr: 2.963e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.7575 (4.4608)  acc1: 32.4219 (31.6582)  acc5: 52.7344 (53.5935)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [47]  [ 320/1251]  eta: 0:07:30  lr: 2.963e-02  img/s: 5.07e+02  pen: 4.0e-02  loss: 4.5841 (4.4618)  acc1: 32.8125 (31.6589)  acc5: 55.4688 (53.5947)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [47]  [ 330/1251]  eta: 0:07:25  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3634 (4.4578)  acc1: 35.9375 (31.7374)  acc5: 58.5938 (53.6572)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [47]  [ 340/1251]  eta: 0:07:20  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2569 (4.4530)  acc1: 34.7656 (31.7288)  acc5: 58.5938 (53.6749)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [47]  [ 350/1251]  eta: 0:07:15  lr: 2.963e-02  img/s: 5.36e+02  pen: 4.0e-02  loss: 4.6587 (4.4611)  acc1: 31.6406 (31.6128)  acc5: 53.9062 (53.5546)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [47]  [ 360/1251]  eta: 0:07:10  lr: 2.963e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 4.4123 (4.4543)  acc1: 33.5938 (31.6991)  acc5: 59.3750 (53.6595)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [47]  [ 370/1251]  eta: 0:07:05  lr: 2.963e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.4123 (4.4637)  acc1: 33.9844 (31.5785)  acc5: 59.3750 (53.4777)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [47]  [ 380/1251]  eta: 0:07:00  lr: 2.963e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.8098 (4.4636)  acc1: 29.2969 (31.6006)  acc5: 51.1719 (53.4838)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [47]  [ 390/1251]  eta: 0:06:55  lr: 2.963e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 4.8131 (4.4707)  acc1: 27.3438 (31.4878)  acc5: 47.6562 (53.3378)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [47]  [ 400/1251]  eta: 0:06:50  lr: 2.963e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.8131 (4.4715)  acc1: 30.4688 (31.5305)  acc5: 50.3906 (53.4046)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [47]  [ 410/1251]  eta: 0:06:45  lr: 2.963e-02  img/s: 5.42e+02  pen: 3.4e-02  loss: 4.5236 (4.4732)  acc1: 33.2031 (31.4848)  acc5: 56.6406 (53.3426)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [47]  [ 420/1251]  eta: 0:06:40  lr: 2.963e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.6084 (4.4753)  acc1: 32.4219 (31.4903)  acc5: 54.2969 (53.3690)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [47]  [ 430/1251]  eta: 0:06:35  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.6084 (4.4721)  acc1: 33.2031 (31.4992)  acc5: 54.2969 (53.4069)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [47]  [ 440/1251]  eta: 0:06:30  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8060 (4.4646)  acc1: 34.3750 (31.5503)  acc5: 58.9844 (53.4988)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [47]  [ 450/1251]  eta: 0:06:25  lr: 2.963e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.2057 (4.4651)  acc1: 33.2031 (31.5436)  acc5: 58.9844 (53.5139)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [47]  [ 460/1251]  eta: 0:06:20  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.5660 (4.4644)  acc1: 30.8594 (31.5356)  acc5: 56.6406 (53.4936)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [47]  [ 470/1251]  eta: 0:06:15  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6581 (4.4693)  acc1: 31.2500 (31.5129)  acc5: 52.3438 (53.4841)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [47]  [ 480/1251]  eta: 0:06:10  lr: 2.963e-02  img/s: 5.08e+02  pen: 4.2e-02  loss: 4.4394 (4.4670)  acc1: 33.5938 (31.5440)  acc5: 54.2969 (53.4766)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [47]  [ 490/1251]  eta: 0:06:06  lr: 2.963e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.3061 (4.4673)  acc1: 34.7656 (31.5372)  acc5: 59.7656 (53.4766)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [47]  [ 500/1251]  eta: 0:06:01  lr: 2.963e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.2680 (4.4638)  acc1: 32.0312 (31.5588)  acc5: 56.2500 (53.5164)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [47]  [ 510/1251]  eta: 0:05:56  lr: 2.963e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.3414 (4.4670)  acc1: 31.2500 (31.5542)  acc5: 55.0781 (53.5187)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [47]  [ 520/1251]  eta: 0:05:51  lr: 2.963e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.6048 (4.4671)  acc1: 32.0312 (31.5934)  acc5: 53.1250 (53.5284)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [47]  [ 530/1251]  eta: 0:05:46  lr: 2.963e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.6015 (4.4674)  acc1: 34.7656 (31.6105)  acc5: 57.4219 (53.5164)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [47]  [ 540/1251]  eta: 0:05:41  lr: 2.963e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.7232 (4.4713)  acc1: 34.7656 (31.5706)  acc5: 56.6406 (53.4535)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [47]  [ 550/1251]  eta: 0:05:36  lr: 2.963e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.2962 (4.4675)  acc1: 35.5469 (31.6137)  acc5: 58.9844 (53.5071)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [47]  [ 560/1251]  eta: 0:05:31  lr: 2.963e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.9601 (4.4610)  acc1: 37.5000 (31.6720)  acc5: 60.5469 (53.6020)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [47]  [ 570/1251]  eta: 0:05:26  lr: 2.963e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.2624 (4.4658)  acc1: 28.1250 (31.5756)  acc5: 53.5156 (53.4766)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [47]  [ 580/1251]  eta: 0:05:22  lr: 2.963e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.9622 (4.4677)  acc1: 25.7812 (31.5700)  acc5: 48.0469 (53.4887)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [47]  [ 590/1251]  eta: 0:05:17  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.7273 (4.4699)  acc1: 28.1250 (31.5488)  acc5: 53.5156 (53.4641)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [47]  [ 600/1251]  eta: 0:05:12  lr: 2.963e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.6286 (4.4692)  acc1: 28.1250 (31.5340)  acc5: 54.6875 (53.4454)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [47]  [ 610/1251]  eta: 0:05:07  lr: 2.963e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.8666 (4.4609)  acc1: 37.5000 (31.6323)  acc5: 60.1562 (53.5572)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [47]  [ 620/1251]  eta: 0:05:02  lr: 2.963e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.7147 (4.4594)  acc1: 38.2812 (31.6337)  acc5: 59.7656 (53.5603)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [47]  [ 630/1251]  eta: 0:04:57  lr: 2.963e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.2966 (4.4565)  acc1: 34.3750 (31.6790)  acc5: 55.4688 (53.6370)  time: 0.4733  data: 0.0004  max mem: 42896
Epoch: [47]  [ 640/1251]  eta: 0:04:52  lr: 2.963e-02  img/s: 5.09e+02  pen: 4.4e-02  loss: 4.4410 (4.4589)  acc1: 31.2500 (31.6479)  acc5: 55.4688 (53.6131)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [47]  [ 650/1251]  eta: 0:04:48  lr: 2.963e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.6905 (4.4567)  acc1: 32.0312 (31.7120)  acc5: 54.6875 (53.6716)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [47]  [ 660/1251]  eta: 0:04:43  lr: 2.963e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4030 (4.4539)  acc1: 36.7188 (31.7600)  acc5: 58.2031 (53.7325)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [47]  [ 670/1251]  eta: 0:04:38  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.1234 (4.4497)  acc1: 35.5469 (31.7862)  acc5: 59.3750 (53.7776)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [47]  [ 680/1251]  eta: 0:04:33  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.7894 (4.4465)  acc1: 35.5469 (31.7972)  acc5: 60.5469 (53.7927)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [47]  [ 690/1251]  eta: 0:04:28  lr: 2.963e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.0797 (4.4444)  acc1: 34.7656 (31.8227)  acc5: 60.5469 (53.8565)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [47]  [ 700/1251]  eta: 0:04:23  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0797 (4.4406)  acc1: 35.1562 (31.8724)  acc5: 60.9375 (53.9180)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [47]  [ 710/1251]  eta: 0:04:19  lr: 2.963e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.1844 (4.4422)  acc1: 35.1562 (31.8285)  acc5: 58.9844 (53.8639)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [47]  [ 720/1251]  eta: 0:04:14  lr: 2.963e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.9130 (4.4348)  acc1: 37.5000 (31.9066)  acc5: 60.1562 (53.9561)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [47]  [ 730/1251]  eta: 0:04:09  lr: 2.963e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.0537 (4.4357)  acc1: 38.2812 (31.9003)  acc5: 61.3281 (53.9415)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [47]  [ 740/1251]  eta: 0:04:04  lr: 2.963e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.5685 (4.4407)  acc1: 31.6406 (31.8626)  acc5: 52.7344 (53.8941)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [47]  [ 750/1251]  eta: 0:03:59  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.9243 (4.4443)  acc1: 25.7812 (31.7977)  acc5: 49.2188 (53.8407)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [47]  [ 760/1251]  eta: 0:03:55  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.9523 (4.4501)  acc1: 23.4375 (31.7068)  acc5: 47.6562 (53.7451)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [47]  [ 770/1251]  eta: 0:03:50  lr: 2.963e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.9111 (4.4496)  acc1: 25.7812 (31.7166)  acc5: 50.3906 (53.7578)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [47]  [ 780/1251]  eta: 0:03:45  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.1772 (4.4454)  acc1: 36.3281 (31.7757)  acc5: 60.1562 (53.8267)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [47]  [ 790/1251]  eta: 0:03:40  lr: 2.963e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.1772 (4.4440)  acc1: 36.7188 (31.8120)  acc5: 60.5469 (53.8771)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [47]  [ 800/1251]  eta: 0:03:35  lr: 2.963e-02  img/s: 5.08e+02  pen: 4.4e-02  loss: 4.3542 (4.4441)  acc1: 35.1562 (31.8206)  acc5: 59.7656 (53.8950)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [47]  [ 810/1251]  eta: 0:03:31  lr: 2.963e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.3119 (4.4412)  acc1: 33.5938 (31.8444)  acc5: 58.2031 (53.9077)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [47]  [ 820/1251]  eta: 0:03:26  lr: 2.963e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.0504 (4.4392)  acc1: 37.1094 (31.8757)  acc5: 60.9375 (53.9377)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [47]  [ 830/1251]  eta: 0:03:21  lr: 2.963e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.1649 (4.4377)  acc1: 34.3750 (31.8931)  acc5: 59.3750 (53.9725)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [47]  [ 840/1251]  eta: 0:03:16  lr: 2.963e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.2546 (4.4358)  acc1: 35.5469 (31.9449)  acc5: 58.9844 (54.0261)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [47]  [ 850/1251]  eta: 0:03:11  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7237 (4.4315)  acc1: 38.2812 (31.9794)  acc5: 61.3281 (54.0623)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [47]  [ 860/1251]  eta: 0:03:07  lr: 2.963e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.7677 (4.4300)  acc1: 38.6719 (32.0049)  acc5: 61.7188 (54.0959)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [47]  [ 870/1251]  eta: 0:03:02  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.2427 (4.4315)  acc1: 31.2500 (32.0012)  acc5: 52.7344 (54.0798)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [47]  [ 880/1251]  eta: 0:02:57  lr: 2.963e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.8526 (4.4330)  acc1: 30.0781 (31.9630)  acc5: 52.3438 (54.0486)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [47]  [ 890/1251]  eta: 0:02:52  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.8616 (4.4345)  acc1: 30.0781 (31.9633)  acc5: 53.5156 (54.0509)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [47]  [ 900/1251]  eta: 0:02:47  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.6311 (4.4350)  acc1: 31.2500 (31.9424)  acc5: 53.9062 (54.0428)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [47]  [ 910/1251]  eta: 0:02:43  lr: 2.963e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 4.4867 (4.4327)  acc1: 33.2031 (31.9686)  acc5: 57.4219 (54.0906)  time: 0.4766  data: 0.0005  max mem: 42896
Epoch: [47]  [ 920/1251]  eta: 0:02:38  lr: 2.963e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.5278 (4.4351)  acc1: 33.2031 (31.9409)  acc5: 56.2500 (54.0640)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [47]  [ 930/1251]  eta: 0:02:33  lr: 2.963e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.1879 (4.4306)  acc1: 35.1562 (32.0002)  acc5: 59.7656 (54.1492)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [47]  [ 940/1251]  eta: 0:02:28  lr: 2.963e-02  img/s: 5.38e+02  pen: 3.8e-02  loss: 4.1879 (4.4322)  acc1: 35.1562 (31.9856)  acc5: 58.9844 (54.1312)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [47]  [ 950/1251]  eta: 0:02:23  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.7843 (4.4325)  acc1: 31.6406 (31.9758)  acc5: 55.0781 (54.1149)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [47]  [ 960/1251]  eta: 0:02:19  lr: 2.963e-02  img/s: 5.07e+02  pen: 4.2e-02  loss: 4.3572 (4.4321)  acc1: 31.6406 (31.9898)  acc5: 54.2969 (54.1229)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [47]  [ 970/1251]  eta: 0:02:14  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.4777 (4.4336)  acc1: 31.6406 (31.9781)  acc5: 54.2969 (54.1014)  time: 0.4776  data: 0.0003  max mem: 42896
Epoch: [47]  [ 980/1251]  eta: 0:02:09  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4777 (4.4325)  acc1: 30.0781 (31.9827)  acc5: 55.8594 (54.1193)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [47]  [ 990/1251]  eta: 0:02:04  lr: 2.963e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.6633 (4.4334)  acc1: 30.8594 (31.9646)  acc5: 55.8594 (54.1132)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [47]  [1000/1251]  eta: 0:01:59  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.4564 (4.4311)  acc1: 31.2500 (31.9953)  acc5: 56.2500 (54.1427)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [47]  [1010/1251]  eta: 0:01:55  lr: 2.963e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.1618 (4.4303)  acc1: 36.3281 (31.9915)  acc5: 58.2031 (54.1385)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [47]  [1020/1251]  eta: 0:01:50  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.5040 (4.4322)  acc1: 30.0781 (31.9620)  acc5: 56.2500 (54.1228)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [47]  [1030/1251]  eta: 0:01:45  lr: 2.963e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.6943 (4.4346)  acc1: 29.6875 (31.9320)  acc5: 54.6875 (54.0760)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [47]  [1040/1251]  eta: 0:01:40  lr: 2.963e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.9527 (4.4377)  acc1: 30.8594 (31.9247)  acc5: 50.0000 (54.0635)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [47]  [1050/1251]  eta: 0:01:36  lr: 2.963e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.6096 (4.4380)  acc1: 32.4219 (31.9261)  acc5: 55.4688 (54.0750)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [47]  [1060/1251]  eta: 0:01:31  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.4742 (4.4369)  acc1: 32.8125 (31.9392)  acc5: 55.8594 (54.0892)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [47]  [1070/1251]  eta: 0:01:26  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3161 (4.4363)  acc1: 36.7188 (31.9616)  acc5: 58.2031 (54.1061)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [47]  [1080/1251]  eta: 0:01:21  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3924 (4.4367)  acc1: 33.5938 (31.9575)  acc5: 58.2031 (54.0978)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [47]  [1090/1251]  eta: 0:01:16  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.9416 (4.4391)  acc1: 32.0312 (31.9285)  acc5: 51.9531 (54.0599)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [47]  [1100/1251]  eta: 0:01:12  lr: 2.963e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.8849 (4.4398)  acc1: 30.0781 (31.9152)  acc5: 50.0000 (54.0457)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [47]  [1110/1251]  eta: 0:01:07  lr: 2.963e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.5194 (4.4408)  acc1: 31.6406 (31.8938)  acc5: 53.5156 (54.0135)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [47]  [1120/1251]  eta: 0:01:02  lr: 2.963e-02  img/s: 5.08e+02  pen: 3.6e-02  loss: 4.5332 (4.4409)  acc1: 33.9844 (31.8845)  acc5: 55.8594 (54.0014)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [47]  [1130/1251]  eta: 0:00:57  lr: 2.963e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.5140 (4.4406)  acc1: 33.9844 (31.8903)  acc5: 57.8125 (54.0182)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [47]  [1140/1251]  eta: 0:00:53  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0033 (4.4370)  acc1: 37.5000 (31.9330)  acc5: 60.9375 (54.0740)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [47]  [1150/1251]  eta: 0:00:48  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.6596 (4.4376)  acc1: 38.6719 (31.9444)  acc5: 60.9375 (54.0824)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [47]  [1160/1251]  eta: 0:00:43  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.7111 (4.4375)  acc1: 31.6406 (31.9481)  acc5: 55.4688 (54.0906)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [47]  [1170/1251]  eta: 0:00:38  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8466 (4.4343)  acc1: 37.8906 (31.9795)  acc5: 60.5469 (54.1364)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [47]  [1180/1251]  eta: 0:00:33  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3728 (4.4387)  acc1: 32.8125 (31.9234)  acc5: 56.6406 (54.0617)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [47]  [1190/1251]  eta: 0:00:29  lr: 2.963e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.2681 (4.4356)  acc1: 33.2031 (31.9670)  acc5: 56.6406 (54.1122)  time: 0.4772  data: 0.0003  max mem: 42896
Epoch: [47]  [1200/1251]  eta: 0:00:24  lr: 2.963e-02  img/s: 5.39e+02  pen: 3.7e-02  loss: 3.8924 (4.4337)  acc1: 37.5000 (31.9942)  acc5: 61.3281 (54.1541)  time: 0.4772  data: 0.0003  max mem: 42896
Epoch: [47]  [1210/1251]  eta: 0:00:19  lr: 2.963e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.4071 (4.4342)  acc1: 35.1562 (31.9919)  acc5: 56.2500 (54.1524)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [47]  [1220/1251]  eta: 0:00:14  lr: 2.963e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.6016 (4.4338)  acc1: 35.5469 (31.9957)  acc5: 56.2500 (54.1692)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [47]  [1230/1251]  eta: 0:00:10  lr: 2.963e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.5521 (4.4360)  acc1: 32.0312 (31.9605)  acc5: 56.2500 (54.1157)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [47]  [1240/1251]  eta: 0:00:05  lr: 2.963e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.8145 (4.4382)  acc1: 29.6875 (31.9456)  acc5: 51.5625 (54.1064)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [47]  [1250/1251]  eta: 0:00:00  lr: 2.963e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.8145 (4.4384)  acc1: 29.2969 (31.9341)  acc5: 51.5625 (54.0973)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [47] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:41  loss: 2.7493 (2.7493)  acc1: 70.7031 (70.7031)  acc5: 85.5469 (85.5469)  time: 3.2922  data: 3.0456  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 47.390 Acc@5 73.382 Loss: 3.384
Test: EMA  [ 0/49]  eta: 0:02:28  loss: nan (nan)  acc1: 4.2969 (4.2969)  acc5: 23.0469 (23.0469)  time: 3.0392  data: 2.7926  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 0.462 Acc@5 1.370 Loss: nan
Epoch: [48]  [   0/1251]  eta: 1:22:13  lr: 2.962e-02  img/s: 5.11e+02  pen: 4.1e-02  loss: 5.1168 (5.1168)  acc1: 21.8750 (21.8750)  acc5: 40.2344 (40.2344)  time: 3.9437  data: 3.4423  max mem: 42896
Epoch: [48]  [  10/1251]  eta: 0:16:20  lr: 2.962e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.5984 (4.5303)  acc1: 35.5469 (30.3267)  acc5: 57.8125 (51.7045)  time: 0.7905  data: 0.3132  max mem: 42896
Epoch: [48]  [  20/1251]  eta: 0:13:07  lr: 2.962e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.5039 (4.4164)  acc1: 35.9375 (32.7567)  acc5: 58.9844 (54.5573)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [48]  [  30/1251]  eta: 0:11:55  lr: 2.962e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.7476 (4.2299)  acc1: 39.0625 (35.1941)  acc5: 62.1094 (57.0817)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [48]  [  40/1251]  eta: 0:11:17  lr: 2.962e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.7476 (4.2582)  acc1: 37.5000 (34.8514)  acc5: 60.5469 (57.0122)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [48]  [  50/1251]  eta: 0:10:51  lr: 2.962e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.2678 (4.2903)  acc1: 33.2031 (33.9997)  acc5: 58.2031 (56.2653)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [48]  [  60/1251]  eta: 0:10:32  lr: 2.962e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.7853 (4.2531)  acc1: 36.3281 (34.4070)  acc5: 60.1562 (56.7751)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [48]  [  70/1251]  eta: 0:10:18  lr: 2.962e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.0310 (4.2959)  acc1: 36.3281 (33.9294)  acc5: 58.5938 (55.9804)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [48]  [  80/1251]  eta: 0:10:06  lr: 2.962e-02  img/s: 5.41e+02  pen: 3.5e-02  loss: 4.5355 (4.3077)  acc1: 33.9844 (33.6372)  acc5: 55.0781 (55.8160)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [48]  [  90/1251]  eta: 0:09:55  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.7941 (4.2897)  acc1: 35.9375 (33.6839)  acc5: 59.7656 (55.8980)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [48]  [ 100/1251]  eta: 0:09:46  lr: 2.962e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3096 (4.3214)  acc1: 35.9375 (33.3192)  acc5: 58.9844 (55.4610)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [48]  [ 110/1251]  eta: 0:09:37  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.8199 (4.3374)  acc1: 29.6875 (32.9497)  acc5: 51.1719 (55.2083)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [48]  [ 120/1251]  eta: 0:09:29  lr: 2.962e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.8356 (4.3804)  acc1: 27.3438 (32.4542)  acc5: 49.6094 (54.5713)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [48]  [ 130/1251]  eta: 0:09:22  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.8460 (4.3824)  acc1: 27.7344 (32.5799)  acc5: 51.1719 (54.7084)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [48]  [ 140/1251]  eta: 0:09:14  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.6334 (4.3752)  acc1: 31.6406 (32.6629)  acc5: 55.4688 (54.8676)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [48]  [ 150/1251]  eta: 0:09:07  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3806 (4.3804)  acc1: 32.8125 (32.5124)  acc5: 56.2500 (54.7806)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [48]  [ 160/1251]  eta: 0:09:02  lr: 2.962e-02  img/s: 5.08e+02  pen: 4.4e-02  loss: 4.0753 (4.3740)  acc1: 34.3750 (32.5650)  acc5: 58.9844 (54.7724)  time: 0.4784  data: 0.0003  max mem: 42896
Epoch: [48]  [ 170/1251]  eta: 0:08:55  lr: 2.962e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.8810 (4.3697)  acc1: 37.5000 (32.5841)  acc5: 60.5469 (54.7834)  time: 0.4791  data: 0.0003  max mem: 42896
Epoch: [48]  [ 180/1251]  eta: 0:08:49  lr: 2.962e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.8810 (4.3703)  acc1: 38.6719 (32.4176)  acc5: 62.1094 (54.6314)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [48]  [ 190/1251]  eta: 0:08:43  lr: 2.962e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 5.0769 (4.3906)  acc1: 23.8281 (32.1540)  acc5: 42.9688 (54.2662)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [48]  [ 200/1251]  eta: 0:08:37  lr: 2.962e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.9705 (4.3903)  acc1: 28.9062 (32.1401)  acc5: 49.6094 (54.2677)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [48]  [ 210/1251]  eta: 0:08:31  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.8395 (4.4071)  acc1: 28.9062 (32.0572)  acc5: 50.3906 (54.1062)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [48]  [ 220/1251]  eta: 0:08:26  lr: 2.962e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.7186 (4.4125)  acc1: 30.8594 (32.0366)  acc5: 53.9062 (54.1113)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [48]  [ 230/1251]  eta: 0:08:20  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.7850 (4.4295)  acc1: 28.9062 (31.8013)  acc5: 53.9062 (53.8741)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [48]  [ 240/1251]  eta: 0:08:14  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.7850 (4.4313)  acc1: 32.0312 (31.8351)  acc5: 53.9062 (53.9533)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [48]  [ 250/1251]  eta: 0:08:09  lr: 2.962e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.1618 (4.4205)  acc1: 36.7188 (32.0110)  acc5: 60.9375 (54.1117)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [48]  [ 260/1251]  eta: 0:08:04  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.8688 (4.4234)  acc1: 36.7188 (31.9729)  acc5: 60.1562 (54.0769)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [48]  [ 270/1251]  eta: 0:07:58  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.7392 (4.4141)  acc1: 33.2031 (32.0918)  acc5: 60.9375 (54.1614)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [48]  [ 280/1251]  eta: 0:07:53  lr: 2.962e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.5352 (4.4218)  acc1: 33.2031 (31.9951)  acc5: 60.9375 (54.0411)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [48]  [ 290/1251]  eta: 0:07:48  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.6538 (4.4193)  acc1: 33.5938 (32.0353)  acc5: 53.9062 (54.0579)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [48]  [ 300/1251]  eta: 0:07:42  lr: 2.962e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.2052 (4.4152)  acc1: 35.5469 (32.1091)  acc5: 57.4219 (54.1450)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [48]  [ 310/1251]  eta: 0:07:37  lr: 2.962e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.2761 (4.4160)  acc1: 36.3281 (32.0714)  acc5: 58.5938 (54.0884)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [48]  [ 320/1251]  eta: 0:07:32  lr: 2.962e-02  img/s: 5.09e+02  pen: 4.3e-02  loss: 4.6878 (4.4246)  acc1: 30.4688 (31.9607)  acc5: 52.3438 (53.9452)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [48]  [ 330/1251]  eta: 0:07:27  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.6878 (4.4231)  acc1: 33.9844 (31.9262)  acc5: 57.4219 (53.9523)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [48]  [ 340/1251]  eta: 0:07:22  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.9424 (4.4170)  acc1: 35.9375 (31.9682)  acc5: 57.8125 (53.9830)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [48]  [ 350/1251]  eta: 0:07:17  lr: 2.962e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 3.6639 (4.4078)  acc1: 38.6719 (32.0913)  acc5: 61.7188 (54.1422)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [48]  [ 360/1251]  eta: 0:07:11  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.7331 (4.4070)  acc1: 37.5000 (32.0973)  acc5: 61.7188 (54.1768)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [48]  [ 370/1251]  eta: 0:07:06  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.5468 (4.4135)  acc1: 32.0312 (32.0397)  acc5: 57.8125 (54.1337)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [48]  [ 380/1251]  eta: 0:07:01  lr: 2.962e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.1841 (4.4027)  acc1: 35.5469 (32.1666)  acc5: 58.5938 (54.3174)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [48]  [ 390/1251]  eta: 0:06:56  lr: 2.962e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.1466 (4.4090)  acc1: 35.5469 (32.1302)  acc5: 58.5938 (54.2559)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [48]  [ 400/1251]  eta: 0:06:51  lr: 2.962e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.6889 (4.4095)  acc1: 31.6406 (32.1676)  acc5: 55.8594 (54.3183)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [48]  [ 410/1251]  eta: 0:06:46  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.5033 (4.4125)  acc1: 32.4219 (32.1054)  acc5: 55.8594 (54.2360)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [48]  [ 420/1251]  eta: 0:06:41  lr: 2.962e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.5033 (4.4114)  acc1: 32.0312 (32.1305)  acc5: 53.9062 (54.2997)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [48]  [ 430/1251]  eta: 0:06:36  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.7250 (4.4199)  acc1: 30.0781 (32.0802)  acc5: 52.7344 (54.2244)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [48]  [ 440/1251]  eta: 0:06:31  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.9486 (4.4282)  acc1: 28.5156 (31.9967)  acc5: 50.0000 (54.1321)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [48]  [ 450/1251]  eta: 0:06:26  lr: 2.962e-02  img/s: 5.38e+02  pen: 3.8e-02  loss: 4.9658 (4.4354)  acc1: 27.3438 (31.9464)  acc5: 49.2188 (54.0699)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [48]  [ 460/1251]  eta: 0:06:21  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.9104 (4.4424)  acc1: 27.3438 (31.8728)  acc5: 49.2188 (54.0020)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [48]  [ 470/1251]  eta: 0:06:16  lr: 2.962e-02  img/s: 5.41e+02  pen: 3.4e-02  loss: 4.7612 (4.4468)  acc1: 31.2500 (31.8422)  acc5: 55.4688 (53.9651)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [48]  [ 480/1251]  eta: 0:06:11  lr: 2.962e-02  img/s: 5.08e+02  pen: 4.4e-02  loss: 4.8910 (4.4498)  acc1: 28.1250 (31.7568)  acc5: 50.7812 (53.8656)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [48]  [ 490/1251]  eta: 0:06:06  lr: 2.962e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 5.0248 (4.4566)  acc1: 24.2188 (31.6661)  acc5: 48.4375 (53.7527)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [48]  [ 500/1251]  eta: 0:06:02  lr: 2.962e-02  img/s: 5.40e+02  pen: 3.4e-02  loss: 5.0250 (4.4596)  acc1: 25.0000 (31.6313)  acc5: 48.8281 (53.7090)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [48]  [ 510/1251]  eta: 0:05:57  lr: 2.962e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.7933 (4.4658)  acc1: 28.1250 (31.5879)  acc5: 53.1250 (53.6333)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [48]  [ 520/1251]  eta: 0:05:52  lr: 2.962e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.9403 (4.4660)  acc1: 26.9531 (31.4937)  acc5: 53.1250 (53.5599)  time: 0.4771  data: 0.0004  max mem: 42896
Epoch: [48]  [ 530/1251]  eta: 0:05:47  lr: 2.962e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.8655 (4.4679)  acc1: 29.6875 (31.5134)  acc5: 53.9062 (53.6024)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [48]  [ 540/1251]  eta: 0:05:42  lr: 2.962e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.7927 (4.4724)  acc1: 31.2500 (31.4854)  acc5: 53.9062 (53.5813)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [48]  [ 550/1251]  eta: 0:05:37  lr: 2.962e-02  img/s: 5.40e+02  pen: 3.5e-02  loss: 4.8767 (4.4781)  acc1: 29.2969 (31.4187)  acc5: 52.7344 (53.5213)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [48]  [ 560/1251]  eta: 0:05:32  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 5.0595 (4.4825)  acc1: 27.3438 (31.3955)  acc5: 49.6094 (53.4676)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [48]  [ 570/1251]  eta: 0:05:27  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.6625 (4.4812)  acc1: 31.2500 (31.4511)  acc5: 52.3438 (53.5190)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [48]  [ 580/1251]  eta: 0:05:22  lr: 2.962e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.5445 (4.4800)  acc1: 32.8125 (31.4894)  acc5: 55.4688 (53.5324)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [48]  [ 590/1251]  eta: 0:05:18  lr: 2.962e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.1488 (4.4729)  acc1: 37.5000 (31.6175)  acc5: 61.3281 (53.6809)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [48]  [ 600/1251]  eta: 0:05:13  lr: 2.962e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.0381 (4.4705)  acc1: 37.5000 (31.6562)  acc5: 62.1094 (53.7145)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [48]  [ 610/1251]  eta: 0:05:08  lr: 2.962e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.2580 (4.4698)  acc1: 35.5469 (31.6828)  acc5: 58.9844 (53.7304)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [48]  [ 620/1251]  eta: 0:05:03  lr: 2.962e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.8386 (4.4610)  acc1: 36.7188 (31.7469)  acc5: 59.7656 (53.8232)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [48]  [ 630/1251]  eta: 0:04:58  lr: 2.962e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 3.7849 (4.4586)  acc1: 36.7188 (31.7477)  acc5: 59.7656 (53.8208)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [48]  [ 640/1251]  eta: 0:04:53  lr: 2.962e-02  img/s: 5.09e+02  pen: 4.0e-02  loss: 3.9129 (4.4554)  acc1: 35.5469 (31.7875)  acc5: 60.1562 (53.8819)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [48]  [ 650/1251]  eta: 0:04:48  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2039 (4.4551)  acc1: 35.1562 (31.7858)  acc5: 60.1562 (53.8858)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [48]  [ 660/1251]  eta: 0:04:43  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.0217 (4.4612)  acc1: 25.7812 (31.7139)  acc5: 45.7031 (53.7745)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [48]  [ 670/1251]  eta: 0:04:39  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.9254 (4.4593)  acc1: 28.1250 (31.7163)  acc5: 46.4844 (53.7747)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [48]  [ 680/1251]  eta: 0:04:34  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3706 (4.4591)  acc1: 31.2500 (31.6854)  acc5: 57.0312 (53.7491)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [48]  [ 690/1251]  eta: 0:04:29  lr: 2.962e-02  img/s: 5.36e+02  pen: 4.6e-02  loss: 4.8999 (4.4614)  acc1: 27.7344 (31.6655)  acc5: 48.8281 (53.7310)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [48]  [ 700/1251]  eta: 0:04:24  lr: 2.962e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.8999 (4.4610)  acc1: 27.7344 (31.6245)  acc5: 50.0000 (53.7279)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [48]  [ 710/1251]  eta: 0:04:19  lr: 2.962e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.7506 (4.4572)  acc1: 30.4688 (31.6736)  acc5: 57.4219 (53.7964)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [48]  [ 720/1251]  eta: 0:04:14  lr: 2.962e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.7425 (4.4606)  acc1: 30.0781 (31.6152)  acc5: 51.1719 (53.7248)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [48]  [ 730/1251]  eta: 0:04:10  lr: 2.962e-02  img/s: 5.34e+02  pen: 4.5e-02  loss: 4.7763 (4.4596)  acc1: 28.9062 (31.6241)  acc5: 50.0000 (53.7219)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [48]  [ 740/1251]  eta: 0:04:05  lr: 2.962e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.5281 (4.4603)  acc1: 31.2500 (31.6327)  acc5: 55.8594 (53.7323)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [48]  [ 750/1251]  eta: 0:04:00  lr: 2.962e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.5918 (4.4630)  acc1: 31.2500 (31.5917)  acc5: 55.8594 (53.6977)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [48]  [ 760/1251]  eta: 0:03:55  lr: 2.962e-02  img/s: 5.41e+02  pen: 3.5e-02  loss: 4.5918 (4.4630)  acc1: 31.6406 (31.5831)  acc5: 55.8594 (53.6907)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [48]  [ 770/1251]  eta: 0:03:50  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.7593 (4.4543)  acc1: 35.9375 (31.6624)  acc5: 62.1094 (53.7781)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [48]  [ 780/1251]  eta: 0:03:45  lr: 2.962e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 3.6782 (4.4498)  acc1: 39.4531 (31.7207)  acc5: 62.5000 (53.8552)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [48]  [ 790/1251]  eta: 0:03:41  lr: 2.962e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 3.8404 (4.4483)  acc1: 35.9375 (31.7216)  acc5: 60.5469 (53.8534)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [48]  [ 800/1251]  eta: 0:03:36  lr: 2.962e-02  img/s: 5.05e+02  pen: 4.7e-02  loss: 4.1305 (4.4459)  acc1: 33.5938 (31.7669)  acc5: 60.5469 (53.9184)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [48]  [ 810/1251]  eta: 0:03:31  lr: 2.962e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.3408 (4.4448)  acc1: 34.7656 (31.7760)  acc5: 60.1562 (53.9188)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [48]  [ 820/1251]  eta: 0:03:26  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3570 (4.4418)  acc1: 34.7656 (31.8229)  acc5: 59.3750 (53.9886)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [48]  [ 830/1251]  eta: 0:03:21  lr: 2.962e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.3571 (4.4427)  acc1: 34.3750 (31.8230)  acc5: 58.2031 (53.9805)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [48]  [ 840/1251]  eta: 0:03:16  lr: 2.962e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.1805 (4.4391)  acc1: 35.5469 (31.8580)  acc5: 61.3281 (54.0261)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [48]  [ 850/1251]  eta: 0:03:12  lr: 2.962e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.1805 (4.4392)  acc1: 35.5469 (31.8536)  acc5: 61.3281 (54.0288)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [48]  [ 860/1251]  eta: 0:03:07  lr: 2.962e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.7837 (4.4431)  acc1: 28.1250 (31.7908)  acc5: 53.5156 (53.9480)  time: 0.4734  data: 0.0004  max mem: 42896
Epoch: [48]  [ 870/1251]  eta: 0:03:02  lr: 2.962e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.7208 (4.4419)  acc1: 30.0781 (31.8263)  acc5: 51.5625 (53.9767)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [48]  [ 880/1251]  eta: 0:02:57  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6849 (4.4434)  acc1: 31.2500 (31.8131)  acc5: 53.5156 (53.9643)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [48]  [ 890/1251]  eta: 0:02:52  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.7034 (4.4420)  acc1: 30.4688 (31.8370)  acc5: 53.9062 (53.9983)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [48]  [ 900/1251]  eta: 0:02:48  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.7034 (4.4447)  acc1: 31.2500 (31.8192)  acc5: 53.5156 (53.9743)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [48]  [ 910/1251]  eta: 0:02:43  lr: 2.962e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.6710 (4.4434)  acc1: 31.2500 (31.8177)  acc5: 52.7344 (53.9736)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [48]  [ 920/1251]  eta: 0:02:38  lr: 2.962e-02  img/s: 5.42e+02  pen: 3.5e-02  loss: 4.9395 (4.4488)  acc1: 28.9062 (31.7785)  acc5: 47.6562 (53.9253)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [48]  [ 930/1251]  eta: 0:02:33  lr: 2.962e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.9395 (4.4517)  acc1: 28.9062 (31.7489)  acc5: 52.7344 (53.9029)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [48]  [ 940/1251]  eta: 0:02:28  lr: 2.962e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.7767 (4.4534)  acc1: 31.6406 (31.7481)  acc5: 53.9062 (53.9021)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [48]  [ 950/1251]  eta: 0:02:24  lr: 2.962e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.4148 (4.4517)  acc1: 34.3750 (31.7712)  acc5: 57.4219 (53.9223)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [48]  [ 960/1251]  eta: 0:02:19  lr: 2.962e-02  img/s: 4.91e+02  pen: 4.3e-02  loss: 4.1900 (4.4505)  acc1: 37.1094 (31.7723)  acc5: 58.9844 (53.9380)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [48]  [ 970/1251]  eta: 0:02:14  lr: 2.962e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.9282 (4.4549)  acc1: 27.7344 (31.6961)  acc5: 48.4375 (53.8592)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [48]  [ 980/1251]  eta: 0:02:09  lr: 2.962e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.4513 (4.4537)  acc1: 27.7344 (31.7246)  acc5: 51.5625 (53.8899)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [48]  [ 990/1251]  eta: 0:02:04  lr: 2.962e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.0729 (4.4505)  acc1: 37.1094 (31.7545)  acc5: 57.4219 (53.9334)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [48]  [1000/1251]  eta: 0:02:00  lr: 2.962e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 3.8140 (4.4457)  acc1: 37.5000 (31.8151)  acc5: 63.2812 (54.0171)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [48]  [1010/1251]  eta: 0:01:55  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.1338 (4.4470)  acc1: 37.1094 (31.7998)  acc5: 60.9375 (54.0013)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [48]  [1020/1251]  eta: 0:01:50  lr: 2.962e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.7233 (4.4462)  acc1: 32.8125 (31.8093)  acc5: 55.8594 (53.9996)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [48]  [1030/1251]  eta: 0:01:45  lr: 2.962e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 3.6359 (4.4406)  acc1: 37.8906 (31.8755)  acc5: 62.5000 (54.0836)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [48]  [1040/1251]  eta: 0:01:40  lr: 2.962e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.6483 (4.4404)  acc1: 37.5000 (31.8706)  acc5: 60.5469 (54.0849)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [48]  [1050/1251]  eta: 0:01:36  lr: 2.962e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 3.9418 (4.4367)  acc1: 34.3750 (31.9004)  acc5: 59.7656 (54.1252)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [48]  [1060/1251]  eta: 0:01:31  lr: 2.962e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.8657 (4.4356)  acc1: 36.3281 (31.8965)  acc5: 59.7656 (54.1179)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [48]  [1070/1251]  eta: 0:01:26  lr: 2.962e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.9517 (4.4353)  acc1: 31.2500 (31.9029)  acc5: 55.0781 (54.1087)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [48]  [1080/1251]  eta: 0:01:21  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1300 (4.4342)  acc1: 33.5938 (31.9200)  acc5: 55.0781 (54.1274)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [48]  [1090/1251]  eta: 0:01:17  lr: 2.962e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 4.2581 (4.4341)  acc1: 34.3750 (31.9117)  acc5: 57.4219 (54.1182)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [48]  [1100/1251]  eta: 0:01:12  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.2383 (4.4326)  acc1: 35.1562 (31.9376)  acc5: 58.5938 (54.1379)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [48]  [1110/1251]  eta: 0:01:07  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.0752 (4.4329)  acc1: 35.1562 (31.9500)  acc5: 56.2500 (54.1443)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [48]  [1120/1251]  eta: 0:01:02  lr: 2.962e-02  img/s: 5.07e+02  pen: 4.3e-02  loss: 4.8194 (4.4352)  acc1: 30.4688 (31.9365)  acc5: 55.0781 (54.1111)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [48]  [1130/1251]  eta: 0:00:57  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.7327 (4.4354)  acc1: 31.2500 (31.9190)  acc5: 54.6875 (54.1038)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [48]  [1140/1251]  eta: 0:00:53  lr: 2.962e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.8898 (4.4390)  acc1: 27.7344 (31.8748)  acc5: 50.3906 (54.0415)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [48]  [1150/1251]  eta: 0:00:48  lr: 2.962e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.9609 (4.4410)  acc1: 29.6875 (31.8704)  acc5: 50.3906 (54.0349)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [48]  [1160/1251]  eta: 0:00:43  lr: 2.962e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.6161 (4.4416)  acc1: 31.2500 (31.8704)  acc5: 55.4688 (54.0267)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [48]  [1170/1251]  eta: 0:00:38  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.8872 (4.4375)  acc1: 39.8438 (31.9368)  acc5: 62.5000 (54.0957)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [48]  [1180/1251]  eta: 0:00:33  lr: 2.962e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.7994 (4.4374)  acc1: 38.6719 (31.9439)  acc5: 61.7188 (54.0945)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [48]  [1190/1251]  eta: 0:00:29  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6576 (4.4393)  acc1: 30.8594 (31.9256)  acc5: 54.2969 (54.0837)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [48]  [1200/1251]  eta: 0:00:24  lr: 2.962e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.6415 (4.4395)  acc1: 29.6875 (31.9353)  acc5: 54.2969 (54.0829)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [48]  [1210/1251]  eta: 0:00:19  lr: 2.962e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.1116 (4.4375)  acc1: 36.3281 (31.9525)  acc5: 58.5938 (54.1069)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [48]  [1220/1251]  eta: 0:00:14  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.9237 (4.4345)  acc1: 37.8906 (31.9919)  acc5: 60.1562 (54.1520)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [48]  [1230/1251]  eta: 0:00:10  lr: 2.962e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0067 (4.4368)  acc1: 37.5000 (31.9526)  acc5: 59.7656 (54.1024)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [48]  [1240/1251]  eta: 0:00:05  lr: 2.962e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.9476 (4.4395)  acc1: 25.0000 (31.9299)  acc5: 45.7031 (54.0718)  time: 0.4744  data: 0.0005  max mem: 42896
Epoch: [48]  [1250/1251]  eta: 0:00:00  lr: 2.962e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.8019 (4.4401)  acc1: 29.2969 (31.9285)  acc5: 54.6875 (54.0633)  time: 0.4752  data: 0.0005  max mem: 42896
Epoch: [48] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:41  loss: 2.7131 (2.7131)  acc1: 65.2344 (65.2344)  acc5: 87.8906 (87.8906)  time: 3.2891  data: 3.0427  max mem: 42896
Test:  Total time: 0:00:17
Test:  Acc@1 45.778 Acc@5 71.926 Loss: 3.451
Test: EMA  [ 0/49]  eta: 0:02:34  loss: nan (nan)  acc1: 4.2969 (4.2969)  acc5: 23.0469 (23.0469)  time: 3.1437  data: 2.8919  max mem: 42896
Test: EMA Total time: 0:00:17
Test: EMA Acc@1 0.506 Acc@5 1.512 Loss: nan
Epoch: [49]  [   0/1251]  eta: 1:10:27  lr: 2.960e-02  img/s: 4.73e+02  pen: 4.2e-02  loss: 4.7050 (4.7050)  acc1: 33.2031 (33.2031)  acc5: 52.7344 (52.7344)  time: 3.3790  data: 2.8378  max mem: 42896
Epoch: [49]  [  10/1251]  eta: 0:15:15  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3185 (4.1812)  acc1: 37.1094 (35.5114)  acc5: 61.3281 (58.8778)  time: 0.7376  data: 0.2583  max mem: 42896
Epoch: [49]  [  20/1251]  eta: 0:12:33  lr: 2.960e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 3.7281 (4.0753)  acc1: 37.8906 (36.4583)  acc5: 63.2812 (59.7470)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [49]  [  30/1251]  eta: 0:11:32  lr: 2.960e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.5795 (4.0461)  acc1: 40.2344 (36.6053)  acc5: 64.4531 (60.1941)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [49]  [  40/1251]  eta: 0:11:00  lr: 2.960e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 3.9545 (4.1202)  acc1: 36.3281 (35.7088)  acc5: 63.2812 (58.9082)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [49]  [  50/1251]  eta: 0:10:37  lr: 2.960e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.1157 (4.1390)  acc1: 37.1094 (35.6005)  acc5: 60.5469 (58.7546)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [49]  [  60/1251]  eta: 0:10:21  lr: 2.960e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.1128 (4.1683)  acc1: 37.1094 (35.4700)  acc5: 61.3281 (58.6706)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [49]  [  70/1251]  eta: 0:10:08  lr: 2.960e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.2221 (4.2093)  acc1: 33.5938 (34.7876)  acc5: 58.2031 (57.6309)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [49]  [  80/1251]  eta: 0:09:57  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.4255 (4.2434)  acc1: 30.0781 (34.2978)  acc5: 57.4219 (57.0409)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [49]  [  90/1251]  eta: 0:09:47  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.3467 (4.2592)  acc1: 31.6406 (34.1174)  acc5: 57.8125 (56.8080)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [49]  [ 100/1251]  eta: 0:09:39  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.6137 (4.3140)  acc1: 31.2500 (33.4777)  acc5: 53.1250 (55.9561)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [49]  [ 110/1251]  eta: 0:09:31  lr: 2.960e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 4.6159 (4.3194)  acc1: 31.2500 (33.3720)  acc5: 52.3438 (55.8277)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [49]  [ 120/1251]  eta: 0:09:23  lr: 2.960e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.4730 (4.3413)  acc1: 33.5938 (33.1805)  acc5: 57.8125 (55.6108)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [49]  [ 130/1251]  eta: 0:09:17  lr: 2.960e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.2921 (4.3212)  acc1: 33.5938 (33.3045)  acc5: 57.8125 (55.8355)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [49]  [ 140/1251]  eta: 0:09:10  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.6902 (4.3009)  acc1: 37.5000 (33.5079)  acc5: 59.7656 (56.0616)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [49]  [ 150/1251]  eta: 0:09:03  lr: 2.960e-02  img/s: 5.34e+02  pen: 4.3e-02  loss: 3.7610 (4.3057)  acc1: 37.1094 (33.4127)  acc5: 58.9844 (55.9629)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [49]  [ 160/1251]  eta: 0:08:57  lr: 2.960e-02  img/s: 5.09e+02  pen: 4.7e-02  loss: 3.7723 (4.2818)  acc1: 37.1094 (33.6301)  acc5: 59.7656 (56.2257)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [49]  [ 170/1251]  eta: 0:08:51  lr: 2.960e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 3.7723 (4.2820)  acc1: 37.5000 (33.7514)  acc5: 60.9375 (56.3619)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [49]  [ 180/1251]  eta: 0:08:45  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.1685 (4.2828)  acc1: 37.5000 (33.8722)  acc5: 61.3281 (56.4140)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [49]  [ 190/1251]  eta: 0:08:39  lr: 2.960e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.2604 (4.2904)  acc1: 36.3281 (33.8678)  acc5: 60.5469 (56.4566)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [49]  [ 200/1251]  eta: 0:08:34  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.6930 (4.3045)  acc1: 32.0312 (33.6812)  acc5: 56.6406 (56.2422)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [49]  [ 210/1251]  eta: 0:08:28  lr: 2.960e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.7164 (4.3132)  acc1: 30.0781 (33.5789)  acc5: 53.5156 (56.0667)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [49]  [ 220/1251]  eta: 0:08:22  lr: 2.960e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.5285 (4.3200)  acc1: 33.5938 (33.4736)  acc5: 55.0781 (55.9018)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [49]  [ 230/1251]  eta: 0:08:17  lr: 2.960e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.2549 (4.3127)  acc1: 36.7188 (33.6580)  acc5: 61.3281 (56.1215)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [49]  [ 240/1251]  eta: 0:08:12  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.2549 (4.3212)  acc1: 36.3281 (33.5792)  acc5: 60.9375 (56.0571)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [49]  [ 250/1251]  eta: 0:08:06  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.1816 (4.3106)  acc1: 35.9375 (33.6638)  acc5: 60.5469 (56.1815)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [49]  [ 260/1251]  eta: 0:08:01  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.7026 (4.3201)  acc1: 35.9375 (33.5339)  acc5: 58.9844 (56.0135)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [49]  [ 270/1251]  eta: 0:07:56  lr: 2.960e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.7655 (4.3301)  acc1: 29.6875 (33.3934)  acc5: 51.9531 (55.8637)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [49]  [ 280/1251]  eta: 0:07:51  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.6114 (4.3269)  acc1: 33.5938 (33.4742)  acc5: 53.9062 (55.8649)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [49]  [ 290/1251]  eta: 0:07:45  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.7053 (4.3165)  acc1: 38.2812 (33.5709)  acc5: 62.8906 (56.0218)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [49]  [ 300/1251]  eta: 0:07:40  lr: 2.960e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.1281 (4.3240)  acc1: 36.7188 (33.4757)  acc5: 60.9375 (55.8788)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [49]  [ 310/1251]  eta: 0:07:35  lr: 2.960e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.2149 (4.3256)  acc1: 35.9375 (33.4945)  acc5: 58.2031 (55.8908)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [49]  [ 320/1251]  eta: 0:07:30  lr: 2.960e-02  img/s: 5.09e+02  pen: 4.4e-02  loss: 4.5273 (4.3364)  acc1: 33.2031 (33.4283)  acc5: 55.8594 (55.7961)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [49]  [ 330/1251]  eta: 0:07:25  lr: 2.960e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.8734 (4.3380)  acc1: 28.9062 (33.3931)  acc5: 52.3438 (55.7355)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [49]  [ 340/1251]  eta: 0:07:20  lr: 2.960e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 3.7825 (4.3287)  acc1: 38.6719 (33.4448)  acc5: 62.1094 (55.8193)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [49]  [ 350/1251]  eta: 0:07:15  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7874 (4.3319)  acc1: 38.6719 (33.4146)  acc5: 62.1094 (55.7114)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [49]  [ 360/1251]  eta: 0:07:10  lr: 2.960e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.3332 (4.3307)  acc1: 35.9375 (33.4552)  acc5: 58.9844 (55.7631)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [49]  [ 370/1251]  eta: 0:07:05  lr: 2.960e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.3332 (4.3375)  acc1: 33.9844 (33.4148)  acc5: 58.9844 (55.6962)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [49]  [ 380/1251]  eta: 0:07:00  lr: 2.960e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.8388 (4.3431)  acc1: 29.2969 (33.3292)  acc5: 51.5625 (55.5918)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [49]  [ 390/1251]  eta: 0:06:55  lr: 2.960e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.8388 (4.3489)  acc1: 28.1250 (33.2461)  acc5: 51.5625 (55.4717)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [49]  [ 400/1251]  eta: 0:06:50  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.9639 (4.3626)  acc1: 24.2188 (33.0560)  acc5: 47.6562 (55.2661)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [49]  [ 410/1251]  eta: 0:06:45  lr: 2.960e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.5025 (4.3554)  acc1: 35.9375 (33.1813)  acc5: 57.4219 (55.3956)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [49]  [ 420/1251]  eta: 0:06:40  lr: 2.960e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 4.0282 (4.3527)  acc1: 37.5000 (33.1883)  acc5: 58.5938 (55.4029)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [49]  [ 430/1251]  eta: 0:06:35  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.0728 (4.3524)  acc1: 36.7188 (33.1886)  acc5: 58.5938 (55.3953)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [49]  [ 440/1251]  eta: 0:06:30  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0728 (4.3492)  acc1: 36.7188 (33.2421)  acc5: 61.3281 (55.4882)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [49]  [ 450/1251]  eta: 0:06:25  lr: 2.960e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.2966 (4.3516)  acc1: 35.1562 (33.2655)  acc5: 60.5469 (55.5398)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [49]  [ 460/1251]  eta: 0:06:20  lr: 2.960e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.1880 (4.3445)  acc1: 35.5469 (33.3421)  acc5: 61.3281 (55.6475)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [49]  [ 470/1251]  eta: 0:06:15  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0465 (4.3445)  acc1: 36.3281 (33.3574)  acc5: 62.1094 (55.7200)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [49]  [ 480/1251]  eta: 0:06:10  lr: 2.960e-02  img/s: 4.98e+02  pen: 4.2e-02  loss: 4.2786 (4.3473)  acc1: 30.8594 (33.3412)  acc5: 58.2031 (55.7270)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [49]  [ 490/1251]  eta: 0:06:06  lr: 2.960e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.8284 (4.3544)  acc1: 29.6875 (33.2747)  acc5: 52.7344 (55.6239)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [49]  [ 500/1251]  eta: 0:06:01  lr: 2.960e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.9274 (4.3624)  acc1: 28.9062 (33.1891)  acc5: 48.4375 (55.4875)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [49]  [ 510/1251]  eta: 0:05:56  lr: 2.960e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.6022 (4.3601)  acc1: 35.1562 (33.1978)  acc5: 57.4219 (55.5070)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [49]  [ 520/1251]  eta: 0:05:51  lr: 2.960e-02  img/s: 5.36e+02  pen: 4.0e-02  loss: 4.7708 (4.3678)  acc1: 30.4688 (33.0914)  acc5: 51.1719 (55.3713)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [49]  [ 530/1251]  eta: 0:05:46  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.8804 (4.3706)  acc1: 28.9062 (33.0634)  acc5: 51.1719 (55.3584)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [49]  [ 540/1251]  eta: 0:05:41  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.3141 (4.3682)  acc1: 36.3281 (33.1295)  acc5: 58.9844 (55.4197)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [49]  [ 550/1251]  eta: 0:05:36  lr: 2.960e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.2923 (4.3714)  acc1: 33.9844 (33.0776)  acc5: 57.8125 (55.3603)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [49]  [ 560/1251]  eta: 0:05:31  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2086 (4.3669)  acc1: 37.5000 (33.1913)  acc5: 60.9375 (55.5001)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [49]  [ 570/1251]  eta: 0:05:27  lr: 2.960e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.0602 (4.3615)  acc1: 38.2812 (33.2455)  acc5: 62.8906 (55.6008)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [49]  [ 580/1251]  eta: 0:05:22  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.1083 (4.3615)  acc1: 37.5000 (33.2690)  acc5: 62.1094 (55.6389)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [49]  [ 590/1251]  eta: 0:05:17  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.5209 (4.3634)  acc1: 33.5938 (33.2256)  acc5: 57.4219 (55.6168)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [49]  [ 600/1251]  eta: 0:05:12  lr: 2.960e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.6877 (4.3657)  acc1: 31.2500 (33.2018)  acc5: 54.6875 (55.5643)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [49]  [ 610/1251]  eta: 0:05:07  lr: 2.960e-02  img/s: 5.39e+02  pen: 3.7e-02  loss: 4.6877 (4.3679)  acc1: 30.0781 (33.1648)  acc5: 54.2969 (55.5410)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [49]  [ 620/1251]  eta: 0:05:02  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.4966 (4.3695)  acc1: 31.2500 (33.1767)  acc5: 55.0781 (55.5122)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [49]  [ 630/1251]  eta: 0:04:57  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.4966 (4.3715)  acc1: 35.5469 (33.1666)  acc5: 57.8125 (55.4774)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [49]  [ 640/1251]  eta: 0:04:53  lr: 2.960e-02  img/s: 4.88e+02  pen: 4.5e-02  loss: 3.9933 (4.3666)  acc1: 37.1094 (33.2196)  acc5: 60.5469 (55.5376)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [49]  [ 650/1251]  eta: 0:04:48  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.0073 (4.3663)  acc1: 37.1094 (33.2175)  acc5: 60.5469 (55.5186)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [49]  [ 660/1251]  eta: 0:04:43  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2472 (4.3669)  acc1: 34.3750 (33.1783)  acc5: 55.4688 (55.4918)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [49]  [ 670/1251]  eta: 0:04:38  lr: 2.960e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.7947 (4.3686)  acc1: 30.0781 (33.1408)  acc5: 53.1250 (55.4513)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [49]  [ 680/1251]  eta: 0:04:33  lr: 2.960e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.4513 (4.3691)  acc1: 33.9844 (33.1354)  acc5: 57.4219 (55.4556)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [49]  [ 690/1251]  eta: 0:04:28  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6290 (4.3741)  acc1: 32.8125 (33.1149)  acc5: 56.6406 (55.4173)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [49]  [ 700/1251]  eta: 0:04:24  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.6404 (4.3733)  acc1: 32.4219 (33.1363)  acc5: 54.2969 (55.4387)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [49]  [ 710/1251]  eta: 0:04:19  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.7560 (4.3785)  acc1: 31.6406 (33.0757)  acc5: 54.2969 (55.3693)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [49]  [ 720/1251]  eta: 0:04:14  lr: 2.960e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.6202 (4.3746)  acc1: 32.0312 (33.1002)  acc5: 55.4688 (55.4124)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [49]  [ 730/1251]  eta: 0:04:09  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.8287 (4.3714)  acc1: 37.1094 (33.1422)  acc5: 60.9375 (55.4602)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [49]  [ 740/1251]  eta: 0:04:04  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9069 (4.3693)  acc1: 38.2812 (33.1921)  acc5: 62.1094 (55.5130)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [49]  [ 750/1251]  eta: 0:03:59  lr: 2.960e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.3133 (4.3734)  acc1: 34.7656 (33.1636)  acc5: 54.2969 (55.4786)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [49]  [ 760/1251]  eta: 0:03:55  lr: 2.960e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.6307 (4.3736)  acc1: 31.2500 (33.1354)  acc5: 53.1250 (55.4323)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [49]  [ 770/1251]  eta: 0:03:50  lr: 2.960e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4278 (4.3743)  acc1: 32.4219 (33.1368)  acc5: 56.6406 (55.4267)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [49]  [ 780/1251]  eta: 0:03:45  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.9370 (4.3788)  acc1: 27.7344 (33.0791)  acc5: 48.0469 (55.3327)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [49]  [ 790/1251]  eta: 0:03:40  lr: 2.960e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.9206 (4.3802)  acc1: 26.1719 (33.0495)  acc5: 48.0469 (55.2969)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [49]  [ 800/1251]  eta: 0:03:35  lr: 2.960e-02  img/s: 5.08e+02  pen: 4.1e-02  loss: 4.1425 (4.3796)  acc1: 32.8125 (33.0398)  acc5: 57.0312 (55.2912)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [49]  [ 810/1251]  eta: 0:03:31  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.5710 (4.3825)  acc1: 32.8125 (33.0052)  acc5: 56.6406 (55.2549)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [49]  [ 820/1251]  eta: 0:03:26  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.0669 (4.3769)  acc1: 37.1094 (33.0827)  acc5: 61.3281 (55.3508)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [49]  [ 830/1251]  eta: 0:03:21  lr: 2.960e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.1558 (4.3803)  acc1: 36.7188 (33.0682)  acc5: 60.9375 (55.3277)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [49]  [ 840/1251]  eta: 0:03:16  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.4826 (4.3784)  acc1: 33.9844 (33.0824)  acc5: 58.9844 (55.3480)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [49]  [ 850/1251]  eta: 0:03:11  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2349 (4.3751)  acc1: 35.9375 (33.1099)  acc5: 59.7656 (55.3880)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [49]  [ 860/1251]  eta: 0:03:07  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.7020 (4.3744)  acc1: 35.9375 (33.0870)  acc5: 59.7656 (55.3866)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [49]  [ 870/1251]  eta: 0:03:02  lr: 2.960e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.7158 (4.3730)  acc1: 34.7656 (33.0641)  acc5: 62.5000 (55.3634)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [49]  [ 880/1251]  eta: 0:02:57  lr: 2.960e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.9838 (4.3710)  acc1: 35.1562 (33.0927)  acc5: 60.9375 (55.4053)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [49]  [ 890/1251]  eta: 0:02:52  lr: 2.960e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.2633 (4.3720)  acc1: 35.1562 (33.0953)  acc5: 57.0312 (55.4109)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [49]  [ 900/1251]  eta: 0:02:47  lr: 2.960e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.7346 (4.3748)  acc1: 29.6875 (33.0631)  acc5: 51.5625 (55.3621)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [49]  [ 910/1251]  eta: 0:02:43  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.7095 (4.3746)  acc1: 32.4219 (33.0779)  acc5: 56.6406 (55.4019)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [49]  [ 920/1251]  eta: 0:02:38  lr: 2.960e-02  img/s: 5.42e+02  pen: 3.5e-02  loss: 4.2613 (4.3759)  acc1: 34.3750 (33.0806)  acc5: 58.9844 (55.3966)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [49]  [ 930/1251]  eta: 0:02:33  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.5640 (4.3748)  acc1: 34.7656 (33.1100)  acc5: 59.3750 (55.4276)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [49]  [ 940/1251]  eta: 0:02:28  lr: 2.960e-02  img/s: 5.39e+02  pen: 3.6e-02  loss: 3.8396 (4.3716)  acc1: 37.1094 (33.1616)  acc5: 61.7188 (55.4895)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [49]  [ 950/1251]  eta: 0:02:23  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4509 (4.3758)  acc1: 35.1562 (33.0815)  acc5: 59.3750 (55.3751)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [49]  [ 960/1251]  eta: 0:02:19  lr: 2.960e-02  img/s: 5.11e+02  pen: 3.8e-02  loss: 4.4122 (4.3755)  acc1: 29.2969 (33.0877)  acc5: 51.1719 (55.3822)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [49]  [ 970/1251]  eta: 0:02:14  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4122 (4.3769)  acc1: 34.3750 (33.0857)  acc5: 57.4219 (55.3658)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [49]  [ 980/1251]  eta: 0:02:09  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2468 (4.3735)  acc1: 36.3281 (33.1342)  acc5: 61.7188 (55.4397)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [49]  [ 990/1251]  eta: 0:02:04  lr: 2.960e-02  img/s: 5.42e+02  pen: 3.4e-02  loss: 4.2468 (4.3773)  acc1: 36.3281 (33.0695)  acc5: 61.7188 (55.3639)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [49]  [1000/1251]  eta: 0:01:59  lr: 2.960e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2707 (4.3752)  acc1: 34.7656 (33.0810)  acc5: 58.2031 (55.3681)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [49]  [1010/1251]  eta: 0:01:55  lr: 2.960e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.8972 (4.3737)  acc1: 37.5000 (33.0880)  acc5: 59.7656 (55.3702)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [49]  [1020/1251]  eta: 0:01:50  lr: 2.960e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.8972 (4.3721)  acc1: 35.5469 (33.1281)  acc5: 58.9844 (55.4137)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [49]  [1030/1251]  eta: 0:01:45  lr: 2.960e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.0609 (4.3722)  acc1: 34.3750 (33.1031)  acc5: 57.0312 (55.3812)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [49]  [1040/1251]  eta: 0:01:40  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.0609 (4.3712)  acc1: 33.9844 (33.1311)  acc5: 57.0312 (55.4065)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [49]  [1050/1251]  eta: 0:01:36  lr: 2.960e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.0641 (4.3701)  acc1: 35.5469 (33.1414)  acc5: 58.2031 (55.4178)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [49]  [1060/1251]  eta: 0:01:31  lr: 2.960e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 4.1420 (4.3694)  acc1: 35.5469 (33.1387)  acc5: 58.2031 (55.4168)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [49]  [1070/1251]  eta: 0:01:26  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.4738 (4.3711)  acc1: 34.7656 (33.1335)  acc5: 59.3750 (55.4071)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [49]  [1080/1251]  eta: 0:01:21  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2307 (4.3693)  acc1: 35.9375 (33.1554)  acc5: 59.3750 (55.4337)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [49]  [1090/1251]  eta: 0:01:16  lr: 2.960e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.4470 (4.3725)  acc1: 35.9375 (33.1290)  acc5: 57.0312 (55.3907)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [49]  [1100/1251]  eta: 0:01:12  lr: 2.960e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.5019 (4.3713)  acc1: 33.9844 (33.1538)  acc5: 57.0312 (55.4308)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [49]  [1110/1251]  eta: 0:01:07  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.4029 (4.3713)  acc1: 35.1562 (33.1683)  acc5: 59.3750 (55.4466)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [49]  [1120/1251]  eta: 0:01:02  lr: 2.960e-02  img/s: 5.10e+02  pen: 4.3e-02  loss: 4.4358 (4.3700)  acc1: 34.7656 (33.1665)  acc5: 59.3750 (55.4541)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [49]  [1130/1251]  eta: 0:00:57  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.9227 (4.3687)  acc1: 35.1562 (33.1707)  acc5: 61.3281 (55.4598)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [49]  [1140/1251]  eta: 0:00:53  lr: 2.960e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.0021 (4.3682)  acc1: 37.5000 (33.1703)  acc5: 64.0625 (55.4653)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [49]  [1150/1251]  eta: 0:00:48  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.6622 (4.3696)  acc1: 33.5938 (33.1522)  acc5: 55.4688 (55.4430)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [49]  [1160/1251]  eta: 0:00:43  lr: 2.960e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.2674 (4.3688)  acc1: 35.5469 (33.1580)  acc5: 55.0781 (55.4486)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [49]  [1170/1251]  eta: 0:00:38  lr: 2.960e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.2674 (4.3699)  acc1: 35.9375 (33.1484)  acc5: 57.8125 (55.4324)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [49]  [1180/1251]  eta: 0:00:33  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.5546 (4.3724)  acc1: 32.4219 (33.1287)  acc5: 57.0312 (55.4211)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [49]  [1190/1251]  eta: 0:00:29  lr: 2.960e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.4853 (4.3717)  acc1: 36.3281 (33.1408)  acc5: 58.2031 (55.4396)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [49]  [1200/1251]  eta: 0:00:24  lr: 2.960e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.2140 (4.3705)  acc1: 37.1094 (33.1384)  acc5: 62.1094 (55.4418)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [49]  [1210/1251]  eta: 0:00:19  lr: 2.960e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.0100 (4.3682)  acc1: 35.5469 (33.1589)  acc5: 62.1094 (55.4781)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [49]  [1220/1251]  eta: 0:00:14  lr: 2.960e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.7524 (4.3661)  acc1: 36.3281 (33.1596)  acc5: 62.5000 (55.5020)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [49]  [1230/1251]  eta: 0:00:10  lr: 2.960e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.7199 (4.3634)  acc1: 36.7188 (33.1803)  acc5: 62.5000 (55.5354)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [49]  [1240/1251]  eta: 0:00:05  lr: 2.960e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.7636 (4.3674)  acc1: 28.5156 (33.1238)  acc5: 51.5625 (55.4659)  time: 0.4740  data: 0.0005  max mem: 42896
Epoch: [49]  [1250/1251]  eta: 0:00:00  lr: 2.960e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.9189 (4.3682)  acc1: 26.9531 (33.1029)  acc5: 49.2188 (55.4360)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [49] Total time: 0:09:57
Test:   [ 0/49]  eta: 0:02:36  loss: 2.6393 (2.6393)  acc1: 66.4062 (66.4062)  acc5: 88.2812 (88.2812)  time: 3.2022  data: 2.9529  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 50.272 Acc@5 75.508 Loss: 3.262
Test: EMA  [ 0/49]  eta: 0:02:56  loss: nan (nan)  acc1: 4.2969 (4.2969)  acc5: 23.0469 (23.0469)  time: 3.6016  data: 3.3531  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 0.608 Acc@5 1.688 Loss: nan
Epoch: [50]  [   0/1251]  eta: 1:14:21  lr: 2.958e-02  img/s: 5.09e+02  pen: 3.8e-02  loss: 5.5810 (5.5810)  acc1: 22.6562 (22.6562)  acc5: 38.6719 (38.6719)  time: 3.5660  data: 3.0635  max mem: 42896
Epoch: [50]  [  10/1251]  eta: 0:15:36  lr: 2.958e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.2616 (4.4178)  acc1: 32.4219 (32.2443)  acc5: 60.1562 (53.1250)  time: 0.7550  data: 0.2788  max mem: 42896
Epoch: [50]  [  20/1251]  eta: 0:12:44  lr: 2.958e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.1648 (4.3799)  acc1: 32.4219 (32.6079)  acc5: 60.1562 (54.2039)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [50]  [  30/1251]  eta: 0:11:40  lr: 2.958e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 5.0071 (4.4828)  acc1: 26.1719 (30.6452)  acc5: 47.2656 (52.3564)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [50]  [  40/1251]  eta: 0:11:05  lr: 2.958e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 5.0071 (4.4838)  acc1: 28.1250 (31.1452)  acc5: 47.2656 (52.7248)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [50]  [  50/1251]  eta: 0:10:42  lr: 2.958e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.3166 (4.4495)  acc1: 36.3281 (31.5947)  acc5: 57.8125 (53.4237)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [50]  [  60/1251]  eta: 0:10:25  lr: 2.958e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.6990 (4.4718)  acc1: 32.4219 (31.6919)  acc5: 55.0781 (53.6949)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [50]  [  70/1251]  eta: 0:10:12  lr: 2.958e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.6990 (4.4533)  acc1: 33.9844 (31.9157)  acc5: 58.2031 (54.0328)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [50]  [  80/1251]  eta: 0:10:00  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.0386 (4.4077)  acc1: 39.4531 (32.7836)  acc5: 62.1094 (54.8370)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [50]  [  90/1251]  eta: 0:09:50  lr: 2.958e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.0386 (4.3977)  acc1: 39.4531 (32.9370)  acc5: 60.9375 (55.0137)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [50]  [ 100/1251]  eta: 0:09:41  lr: 2.958e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.3493 (4.3943)  acc1: 36.3281 (32.9788)  acc5: 57.4219 (55.1671)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [50]  [ 110/1251]  eta: 0:09:33  lr: 2.958e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.4166 (4.4024)  acc1: 33.9844 (32.7421)  acc5: 56.2500 (55.0465)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [50]  [ 120/1251]  eta: 0:09:25  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5954 (4.4197)  acc1: 32.0312 (32.6737)  acc5: 56.2500 (54.9103)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [50]  [ 130/1251]  eta: 0:09:18  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.0010 (4.4542)  acc1: 27.7344 (32.1297)  acc5: 48.8281 (54.2999)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [50]  [ 140/1251]  eta: 0:09:11  lr: 2.958e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.8753 (4.4488)  acc1: 29.6875 (32.3886)  acc5: 53.9062 (54.6044)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [50]  [ 150/1251]  eta: 0:09:05  lr: 2.958e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 4.4300 (4.4516)  acc1: 34.7656 (32.3106)  acc5: 55.8594 (54.5090)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [50]  [ 160/1251]  eta: 0:08:58  lr: 2.958e-02  img/s: 5.10e+02  pen: 4.2e-02  loss: 4.5327 (4.4505)  acc1: 34.7656 (32.3078)  acc5: 56.6406 (54.4958)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [50]  [ 170/1251]  eta: 0:08:52  lr: 2.958e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4742 (4.4401)  acc1: 35.1562 (32.4036)  acc5: 59.3750 (54.6007)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [50]  [ 180/1251]  eta: 0:08:46  lr: 2.958e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.5139 (4.4466)  acc1: 33.5938 (32.3658)  acc5: 57.0312 (54.5580)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [50]  [ 190/1251]  eta: 0:08:40  lr: 2.958e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.4857 (4.4415)  acc1: 33.5938 (32.3646)  acc5: 57.0312 (54.5832)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [50]  [ 200/1251]  eta: 0:08:35  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4231 (4.4440)  acc1: 33.2031 (32.3986)  acc5: 56.6406 (54.5981)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [50]  [ 210/1251]  eta: 0:08:29  lr: 2.958e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.6555 (4.4525)  acc1: 31.6406 (32.2590)  acc5: 51.9531 (54.4876)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [50]  [ 220/1251]  eta: 0:08:23  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.8304 (4.4594)  acc1: 29.6875 (32.1780)  acc5: 51.9531 (54.4507)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [50]  [ 230/1251]  eta: 0:08:18  lr: 2.958e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 4.5342 (4.4528)  acc1: 33.2031 (32.2663)  acc5: 55.0781 (54.5725)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [50]  [ 240/1251]  eta: 0:08:13  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.8629 (4.4660)  acc1: 31.6406 (32.1188)  acc5: 49.6094 (54.3957)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [50]  [ 250/1251]  eta: 0:08:07  lr: 2.958e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.9523 (4.4822)  acc1: 25.7812 (31.9083)  acc5: 46.8750 (54.1304)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [50]  [ 260/1251]  eta: 0:08:02  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.7691 (4.4752)  acc1: 30.4688 (31.9459)  acc5: 50.3906 (54.1831)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [50]  [ 270/1251]  eta: 0:07:57  lr: 2.958e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2865 (4.4718)  acc1: 33.9844 (31.9952)  acc5: 60.5469 (54.3228)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [50]  [ 280/1251]  eta: 0:07:51  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.6981 (4.4769)  acc1: 32.0312 (31.9798)  acc5: 55.4688 (54.3094)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [50]  [ 290/1251]  eta: 0:07:46  lr: 2.958e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.8634 (4.4765)  acc1: 30.0781 (31.9386)  acc5: 52.7344 (54.2808)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [50]  [ 300/1251]  eta: 0:07:41  lr: 2.958e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.7886 (4.4757)  acc1: 29.2969 (31.9508)  acc5: 50.7812 (54.2566)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [50]  [ 310/1251]  eta: 0:07:36  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.9128 (4.4834)  acc1: 27.7344 (31.8102)  acc5: 48.4375 (54.0683)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [50]  [ 320/1251]  eta: 0:07:31  lr: 2.958e-02  img/s: 5.08e+02  pen: 3.7e-02  loss: 4.9224 (4.4886)  acc1: 28.9062 (31.7708)  acc5: 53.1250 (53.9902)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [50]  [ 330/1251]  eta: 0:07:26  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.6061 (4.4828)  acc1: 34.3750 (31.8483)  acc5: 57.4219 (54.1140)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [50]  [ 340/1251]  eta: 0:07:20  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.2034 (4.4826)  acc1: 35.5469 (31.8777)  acc5: 57.8125 (54.1033)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [50]  [ 350/1251]  eta: 0:07:15  lr: 2.958e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.7742 (4.4886)  acc1: 30.8594 (31.8254)  acc5: 55.0781 (54.0442)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [50]  [ 360/1251]  eta: 0:07:10  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.7742 (4.4893)  acc1: 30.8594 (31.8711)  acc5: 55.0781 (54.0902)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [50]  [ 370/1251]  eta: 0:07:05  lr: 2.958e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.2292 (4.4877)  acc1: 36.7188 (31.8775)  acc5: 58.9844 (54.0831)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [50]  [ 380/1251]  eta: 0:07:00  lr: 2.958e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 4.4942 (4.4894)  acc1: 37.1094 (31.8723)  acc5: 59.3750 (54.0775)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [50]  [ 390/1251]  eta: 0:06:55  lr: 2.958e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3257 (4.4767)  acc1: 37.8906 (31.9993)  acc5: 60.5469 (54.2379)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [50]  [ 400/1251]  eta: 0:06:50  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.0213 (4.4758)  acc1: 37.8906 (32.0478)  acc5: 60.5469 (54.2852)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [50]  [ 410/1251]  eta: 0:06:45  lr: 2.958e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.6408 (4.4829)  acc1: 28.9062 (31.9723)  acc5: 53.9062 (54.1771)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [50]  [ 420/1251]  eta: 0:06:40  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.7706 (4.4798)  acc1: 29.2969 (31.9450)  acc5: 53.9062 (54.1763)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [50]  [ 430/1251]  eta: 0:06:35  lr: 2.958e-02  img/s: 5.41e+02  pen: 3.3e-02  loss: 3.9038 (4.4787)  acc1: 32.8125 (31.9968)  acc5: 57.8125 (54.2280)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [50]  [ 440/1251]  eta: 0:06:30  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.9855 (4.4747)  acc1: 34.7656 (32.0410)  acc5: 58.9844 (54.3164)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [50]  [ 450/1251]  eta: 0:06:25  lr: 2.958e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4812 (4.4758)  acc1: 34.7656 (32.0442)  acc5: 58.5938 (54.3298)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [50]  [ 460/1251]  eta: 0:06:21  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.1125 (4.4675)  acc1: 35.1562 (32.1236)  acc5: 59.7656 (54.4519)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [50]  [ 470/1251]  eta: 0:06:16  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.0887 (4.4649)  acc1: 36.3281 (32.1756)  acc5: 61.3281 (54.5274)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [50]  [ 480/1251]  eta: 0:06:11  lr: 2.958e-02  img/s: 4.84e+02  pen: 3.7e-02  loss: 4.6299 (4.4647)  acc1: 32.8125 (32.1547)  acc5: 56.6406 (54.4934)  time: 0.4771  data: 0.0003  max mem: 42896
Epoch: [50]  [ 490/1251]  eta: 0:06:06  lr: 2.958e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.3366 (4.4598)  acc1: 34.3750 (32.1665)  acc5: 58.5938 (54.5355)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [50]  [ 500/1251]  eta: 0:06:01  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.3896 (4.4602)  acc1: 33.2031 (32.1856)  acc5: 58.5938 (54.5682)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [50]  [ 510/1251]  eta: 0:05:56  lr: 2.958e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.7172 (4.4621)  acc1: 31.6406 (32.1597)  acc5: 53.9062 (54.5598)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [50]  [ 520/1251]  eta: 0:05:51  lr: 2.958e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.4805 (4.4611)  acc1: 31.6406 (32.1670)  acc5: 54.2969 (54.5518)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [50]  [ 530/1251]  eta: 0:05:46  lr: 2.958e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.3973 (4.4593)  acc1: 31.2500 (32.1732)  acc5: 54.6875 (54.5411)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [50]  [ 540/1251]  eta: 0:05:41  lr: 2.958e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.5759 (4.4629)  acc1: 29.6875 (32.0890)  acc5: 52.7344 (54.4377)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [50]  [ 550/1251]  eta: 0:05:36  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.8592 (4.4658)  acc1: 27.7344 (32.0312)  acc5: 48.8281 (54.3656)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [50]  [ 560/1251]  eta: 0:05:32  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.4054 (4.4606)  acc1: 33.9844 (32.0682)  acc5: 58.2031 (54.4152)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [50]  [ 570/1251]  eta: 0:05:27  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.2191 (4.4603)  acc1: 36.7188 (32.0538)  acc5: 58.9844 (54.3926)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [50]  [ 580/1251]  eta: 0:05:22  lr: 2.958e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.2210 (4.4591)  acc1: 32.4219 (32.0528)  acc5: 56.2500 (54.3991)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [50]  [ 590/1251]  eta: 0:05:17  lr: 2.958e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.3693 (4.4597)  acc1: 32.4219 (32.0782)  acc5: 54.2969 (54.4172)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [50]  [ 600/1251]  eta: 0:05:12  lr: 2.958e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.8312 (4.4686)  acc1: 30.4688 (32.0046)  acc5: 52.7344 (54.2995)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [50]  [ 610/1251]  eta: 0:05:07  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.8538 (4.4704)  acc1: 29.2969 (31.9891)  acc5: 48.8281 (54.2707)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [50]  [ 620/1251]  eta: 0:05:02  lr: 2.958e-02  img/s: 5.40e+02  pen: 3.5e-02  loss: 4.4055 (4.4676)  acc1: 32.8125 (32.0281)  acc5: 57.4219 (54.3139)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [50]  [ 630/1251]  eta: 0:04:58  lr: 2.958e-02  img/s: 5.40e+02  pen: 3.5e-02  loss: 4.4150 (4.4678)  acc1: 35.9375 (32.0362)  acc5: 57.0312 (54.2938)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [50]  [ 640/1251]  eta: 0:04:53  lr: 2.958e-02  img/s: 5.09e+02  pen: 4.5e-02  loss: 4.5845 (4.4722)  acc1: 30.8594 (32.0111)  acc5: 53.9062 (54.2627)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [50]  [ 650/1251]  eta: 0:04:48  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.5572 (4.4690)  acc1: 33.9844 (32.0601)  acc5: 59.3750 (54.3239)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [50]  [ 660/1251]  eta: 0:04:43  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.2754 (4.4685)  acc1: 36.3281 (32.0508)  acc5: 60.9375 (54.3087)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [50]  [ 670/1251]  eta: 0:04:38  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.8512 (4.4628)  acc1: 35.1562 (32.1058)  acc5: 59.3750 (54.3976)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [50]  [ 680/1251]  eta: 0:04:33  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1483 (4.4684)  acc1: 32.0312 (32.0353)  acc5: 56.6406 (54.2877)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [50]  [ 690/1251]  eta: 0:04:29  lr: 2.958e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.9425 (4.4708)  acc1: 27.3438 (32.0527)  acc5: 50.0000 (54.2907)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [50]  [ 700/1251]  eta: 0:04:24  lr: 2.958e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.2764 (4.4688)  acc1: 37.8906 (32.0842)  acc5: 60.9375 (54.3164)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [50]  [ 710/1251]  eta: 0:04:19  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.2764 (4.4696)  acc1: 35.9375 (32.0769)  acc5: 58.9844 (54.3018)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [50]  [ 720/1251]  eta: 0:04:14  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.5188 (4.4665)  acc1: 33.9844 (32.1212)  acc5: 57.0312 (54.3505)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [50]  [ 730/1251]  eta: 0:04:09  lr: 2.958e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 3.8316 (4.4628)  acc1: 36.3281 (32.1536)  acc5: 57.0312 (54.3744)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [50]  [ 740/1251]  eta: 0:04:04  lr: 2.958e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.8316 (4.4579)  acc1: 38.2812 (32.2242)  acc5: 62.5000 (54.4656)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [50]  [ 750/1251]  eta: 0:04:00  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3712 (4.4620)  acc1: 35.1562 (32.1597)  acc5: 58.2031 (54.3655)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [50]  [ 760/1251]  eta: 0:03:55  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.7583 (4.4623)  acc1: 31.2500 (32.1432)  acc5: 52.7344 (54.3205)  time: 0.4743  data: 0.0005  max mem: 42896
Epoch: [50]  [ 770/1251]  eta: 0:03:50  lr: 2.958e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.9610 (4.4561)  acc1: 38.6719 (32.2177)  acc5: 62.5000 (54.4073)  time: 0.4757  data: 0.0005  max mem: 42896
Epoch: [50]  [ 780/1251]  eta: 0:03:45  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.7695 (4.4516)  acc1: 38.6719 (32.2433)  acc5: 63.6719 (54.4649)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [50]  [ 790/1251]  eta: 0:03:40  lr: 2.958e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.4711 (4.4552)  acc1: 29.6875 (32.1799)  acc5: 54.2969 (54.3675)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [50]  [ 800/1251]  eta: 0:03:36  lr: 2.958e-02  img/s: 4.93e+02  pen: 4.5e-02  loss: 5.0406 (4.4591)  acc1: 22.6562 (32.1112)  acc5: 42.9688 (54.2749)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [50]  [ 810/1251]  eta: 0:03:31  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.6271 (4.4560)  acc1: 30.0781 (32.1435)  acc5: 54.6875 (54.3017)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [50]  [ 820/1251]  eta: 0:03:26  lr: 2.958e-02  img/s: 5.39e+02  pen: 3.5e-02  loss: 3.9942 (4.4516)  acc1: 39.0625 (32.2030)  acc5: 61.7188 (54.3787)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [50]  [ 830/1251]  eta: 0:03:21  lr: 2.958e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.2876 (4.4537)  acc1: 35.1562 (32.1742)  acc5: 57.0312 (54.3340)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [50]  [ 840/1251]  eta: 0:03:16  lr: 2.958e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.7655 (4.4531)  acc1: 31.6406 (32.2045)  acc5: 55.0781 (54.3675)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [50]  [ 850/1251]  eta: 0:03:12  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.2305 (4.4523)  acc1: 32.8125 (32.2025)  acc5: 58.5938 (54.3804)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [50]  [ 860/1251]  eta: 0:03:07  lr: 2.958e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.1152 (4.4498)  acc1: 35.1562 (32.2390)  acc5: 60.1562 (54.4153)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [50]  [ 870/1251]  eta: 0:03:02  lr: 2.958e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.8841 (4.4536)  acc1: 33.2031 (32.2088)  acc5: 55.4688 (54.3812)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [50]  [ 880/1251]  eta: 0:02:57  lr: 2.958e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.9570 (4.4566)  acc1: 26.5625 (32.1487)  acc5: 46.8750 (54.3071)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [50]  [ 890/1251]  eta: 0:02:52  lr: 2.958e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 4.4542 (4.4541)  acc1: 32.8125 (32.1641)  acc5: 55.0781 (54.3135)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [50]  [ 900/1251]  eta: 0:02:48  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.9739 (4.4515)  acc1: 35.5469 (32.2125)  acc5: 58.9844 (54.3723)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [50]  [ 910/1251]  eta: 0:02:43  lr: 2.958e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.0864 (4.4483)  acc1: 37.8906 (32.2469)  acc5: 62.5000 (54.4238)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [50]  [ 920/1251]  eta: 0:02:38  lr: 2.958e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 3.7144 (4.4421)  acc1: 38.2812 (32.2980)  acc5: 62.5000 (54.4983)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [50]  [ 930/1251]  eta: 0:02:33  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4826 (4.4467)  acc1: 31.6406 (32.2276)  acc5: 55.8594 (54.4286)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [50]  [ 940/1251]  eta: 0:02:28  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.8082 (4.4482)  acc1: 26.1719 (32.2048)  acc5: 51.1719 (54.4214)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [50]  [ 950/1251]  eta: 0:02:24  lr: 2.958e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.7567 (4.4478)  acc1: 31.6406 (32.2194)  acc5: 54.6875 (54.4390)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [50]  [ 960/1251]  eta: 0:02:19  lr: 2.958e-02  img/s: 5.09e+02  pen: 4.6e-02  loss: 4.8815 (4.4522)  acc1: 28.5156 (32.1487)  acc5: 50.3906 (54.3623)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [50]  [ 970/1251]  eta: 0:02:14  lr: 2.958e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.7566 (4.4513)  acc1: 28.5156 (32.1515)  acc5: 55.4688 (54.3641)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [50]  [ 980/1251]  eta: 0:02:09  lr: 2.958e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.5351 (4.4507)  acc1: 37.8906 (32.1929)  acc5: 60.9375 (54.4044)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [50]  [ 990/1251]  eta: 0:02:04  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.1837 (4.4469)  acc1: 37.8906 (32.2303)  acc5: 61.3281 (54.4534)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [50]  [1000/1251]  eta: 0:02:00  lr: 2.958e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.5340 (4.4520)  acc1: 32.0312 (32.1503)  acc5: 55.0781 (54.3476)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [50]  [1010/1251]  eta: 0:01:55  lr: 2.958e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 5.0261 (4.4512)  acc1: 22.6562 (32.1421)  acc5: 43.7500 (54.3363)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [50]  [1020/1251]  eta: 0:01:50  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.9231 (4.4497)  acc1: 34.3750 (32.1659)  acc5: 58.9844 (54.3554)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [50]  [1030/1251]  eta: 0:01:45  lr: 2.958e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.2846 (4.4493)  acc1: 34.3750 (32.1601)  acc5: 58.9844 (54.3537)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [50]  [1040/1251]  eta: 0:01:40  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2846 (4.4482)  acc1: 34.7656 (32.1682)  acc5: 58.5938 (54.3644)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [50]  [1050/1251]  eta: 0:01:36  lr: 2.958e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.4134 (4.4480)  acc1: 34.7656 (32.1539)  acc5: 59.7656 (54.3474)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [50]  [1060/1251]  eta: 0:01:31  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.8518 (4.4440)  acc1: 38.2812 (32.1855)  acc5: 60.9375 (54.3863)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [50]  [1070/1251]  eta: 0:01:26  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.6872 (4.4421)  acc1: 37.8906 (32.2129)  acc5: 63.2812 (54.4234)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [50]  [1080/1251]  eta: 0:01:21  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.9506 (4.4402)  acc1: 35.9375 (32.2354)  acc5: 57.4219 (54.4555)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [50]  [1090/1251]  eta: 0:01:16  lr: 2.958e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.1105 (4.4389)  acc1: 35.1562 (32.2239)  acc5: 57.4219 (54.4566)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [50]  [1100/1251]  eta: 0:01:12  lr: 2.958e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.7833 (4.4353)  acc1: 35.5469 (32.2502)  acc5: 62.8906 (54.4892)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [50]  [1110/1251]  eta: 0:01:07  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.7833 (4.4338)  acc1: 37.1094 (32.2559)  acc5: 62.8906 (54.5040)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [50]  [1120/1251]  eta: 0:01:02  lr: 2.958e-02  img/s: 5.09e+02  pen: 4.0e-02  loss: 4.7504 (4.4359)  acc1: 30.4688 (32.2205)  acc5: 51.9531 (54.4568)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [50]  [1130/1251]  eta: 0:00:57  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.8899 (4.4377)  acc1: 26.9531 (32.1908)  acc5: 49.6094 (54.4202)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [50]  [1140/1251]  eta: 0:00:53  lr: 2.958e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.3104 (4.4347)  acc1: 33.2031 (32.2069)  acc5: 60.1562 (54.4544)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [50]  [1150/1251]  eta: 0:00:48  lr: 2.958e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3205 (4.4361)  acc1: 34.7656 (32.1999)  acc5: 60.1562 (54.4391)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [50]  [1160/1251]  eta: 0:00:43  lr: 2.958e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.8322 (4.4387)  acc1: 29.6875 (32.1927)  acc5: 51.5625 (54.4281)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [50]  [1170/1251]  eta: 0:00:38  lr: 2.958e-02  img/s: 5.38e+02  pen: 4.8e-02  loss: 4.8322 (4.4405)  acc1: 29.6875 (32.1697)  acc5: 51.9531 (54.4040)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [50]  [1180/1251]  eta: 0:00:33  lr: 2.958e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.0747 (4.4376)  acc1: 33.2031 (32.1755)  acc5: 58.9844 (54.4212)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [50]  [1190/1251]  eta: 0:00:29  lr: 2.958e-02  img/s: 5.37e+02  pen: 4.5e-02  loss: 3.8923 (4.4372)  acc1: 33.2031 (32.1811)  acc5: 58.9844 (54.4304)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [50]  [1200/1251]  eta: 0:00:24  lr: 2.958e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.6437 (4.4377)  acc1: 32.0312 (32.1919)  acc5: 54.2969 (54.4325)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [50]  [1210/1251]  eta: 0:00:19  lr: 2.958e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3926 (4.4348)  acc1: 34.7656 (32.2409)  acc5: 57.0312 (54.4923)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [50]  [1220/1251]  eta: 0:00:14  lr: 2.958e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.0188 (4.4338)  acc1: 37.8906 (32.2536)  acc5: 62.5000 (54.5019)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [50]  [1230/1251]  eta: 0:00:10  lr: 2.958e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.0825 (4.4328)  acc1: 36.7188 (32.2626)  acc5: 61.7188 (54.5174)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [50]  [1240/1251]  eta: 0:00:05  lr: 2.958e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.4136 (4.4328)  acc1: 36.3281 (32.2692)  acc5: 58.9844 (54.5263)  time: 0.4734  data: 0.0005  max mem: 42896
Epoch: [50]  [1250/1251]  eta: 0:00:00  lr: 2.958e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.6888 (4.4332)  acc1: 34.3750 (32.2464)  acc5: 58.2031 (54.5014)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [50] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:56  loss: 2.9107 (2.9107)  acc1: 63.2812 (63.2812)  acc5: 86.3281 (86.3281)  time: 3.6111  data: 3.3580  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 46.722 Acc@5 72.860 Loss: 3.467
Test: EMA  [ 0/49]  eta: 0:02:20  loss: nan (nan)  acc1: 4.2969 (4.2969)  acc5: 23.8281 (23.8281)  time: 2.8716  data: 2.6249  max mem: 42896
Test: EMA Total time: 0:00:14
Test: EMA Acc@1 0.700 Acc@5 1.932 Loss: nan
Epoch: [51]  [   0/1251]  eta: 1:13:57  lr: 2.956e-02  img/s: 5.10e+02  pen: 4.6e-02  loss: 3.4776 (3.4776)  acc1: 41.7969 (41.7969)  acc5: 65.2344 (65.2344)  time: 3.5472  data: 3.0449  max mem: 42896
Epoch: [51]  [  10/1251]  eta: 0:15:34  lr: 2.956e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.9818 (4.1552)  acc1: 38.6719 (34.6591)  acc5: 62.1094 (57.8125)  time: 0.7531  data: 0.2771  max mem: 42896
Epoch: [51]  [  20/1251]  eta: 0:12:43  lr: 2.956e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.9818 (4.2355)  acc1: 37.5000 (34.9888)  acc5: 62.1094 (57.3847)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [51]  [  30/1251]  eta: 0:11:39  lr: 2.956e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 3.7917 (4.1937)  acc1: 39.0625 (35.1058)  acc5: 63.6719 (57.6361)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [51]  [  40/1251]  eta: 0:11:05  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.8412 (4.2510)  acc1: 38.6719 (34.6132)  acc5: 62.5000 (57.0789)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [51]  [  50/1251]  eta: 0:10:41  lr: 2.956e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4359 (4.2654)  acc1: 33.2031 (34.2218)  acc5: 58.2031 (56.6406)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [51]  [  60/1251]  eta: 0:10:24  lr: 2.956e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.7090 (4.3032)  acc1: 30.0781 (34.2405)  acc5: 53.5156 (56.6278)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [51]  [  70/1251]  eta: 0:10:11  lr: 2.956e-02  img/s: 5.43e+02  pen: 3.9e-02  loss: 4.7381 (4.3345)  acc1: 33.5938 (34.0834)  acc5: 53.5156 (56.3545)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [51]  [  80/1251]  eta: 0:09:59  lr: 2.956e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.1631 (4.3023)  acc1: 36.7188 (34.2159)  acc5: 58.2031 (56.7612)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [51]  [  90/1251]  eta: 0:09:49  lr: 2.956e-02  img/s: 5.42e+02  pen: 3.5e-02  loss: 4.1323 (4.3222)  acc1: 35.9375 (33.9329)  acc5: 58.5938 (56.4603)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [51]  [ 100/1251]  eta: 0:09:41  lr: 2.956e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.5748 (4.3385)  acc1: 32.8125 (33.6750)  acc5: 57.4219 (56.2771)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [51]  [ 110/1251]  eta: 0:09:32  lr: 2.956e-02  img/s: 5.43e+02  pen: 4.2e-02  loss: 4.5355 (4.3338)  acc1: 33.9844 (33.8260)  acc5: 57.4219 (56.3415)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [51]  [ 120/1251]  eta: 0:09:25  lr: 2.956e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.4974 (4.3459)  acc1: 33.9844 (33.6260)  acc5: 55.0781 (56.2209)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [51]  [ 130/1251]  eta: 0:09:18  lr: 2.956e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.9023 (4.3614)  acc1: 27.7344 (33.4208)  acc5: 50.7812 (56.0025)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [51]  [ 140/1251]  eta: 0:09:11  lr: 2.956e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.8011 (4.3783)  acc1: 28.5156 (33.3112)  acc5: 52.7344 (55.9508)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [51]  [ 150/1251]  eta: 0:09:04  lr: 2.956e-02  img/s: 5.43e+02  pen: 4.4e-02  loss: 4.5331 (4.3767)  acc1: 32.0312 (33.3764)  acc5: 58.2031 (55.9706)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [51]  [ 160/1251]  eta: 0:08:58  lr: 2.956e-02  img/s: 5.09e+02  pen: 4.6e-02  loss: 3.9557 (4.3547)  acc1: 38.6719 (33.6180)  acc5: 63.2812 (56.2257)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [51]  [ 170/1251]  eta: 0:08:52  lr: 2.956e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.2882 (4.3831)  acc1: 30.0781 (33.1643)  acc5: 54.2969 (55.7086)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [51]  [ 180/1251]  eta: 0:08:46  lr: 2.956e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.3994 (4.3627)  acc1: 33.5938 (33.4621)  acc5: 58.2031 (56.0989)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [51]  [ 190/1251]  eta: 0:08:40  lr: 2.956e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.2753 (4.3704)  acc1: 37.5000 (33.2952)  acc5: 61.7188 (55.8860)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [51]  [ 200/1251]  eta: 0:08:34  lr: 2.956e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.4969 (4.3720)  acc1: 28.9062 (33.2634)  acc5: 53.5156 (55.8652)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [51]  [ 210/1251]  eta: 0:08:29  lr: 2.956e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 4.3424 (4.3756)  acc1: 28.5156 (33.2290)  acc5: 52.7344 (55.7242)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [51]  [ 220/1251]  eta: 0:08:23  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.9159 (4.3515)  acc1: 37.8906 (33.4912)  acc5: 60.5469 (56.0644)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [51]  [ 230/1251]  eta: 0:08:18  lr: 2.956e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.0519 (4.3610)  acc1: 37.5000 (33.3367)  acc5: 60.5469 (55.9169)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [51]  [ 240/1251]  eta: 0:08:12  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.4460 (4.3632)  acc1: 33.5938 (33.2777)  acc5: 57.4219 (55.8659)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [51]  [ 250/1251]  eta: 0:08:07  lr: 2.956e-02  img/s: 5.42e+02  pen: 3.5e-02  loss: 4.5020 (4.3741)  acc1: 35.1562 (33.1938)  acc5: 58.2031 (55.7224)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [51]  [ 260/1251]  eta: 0:08:02  lr: 2.956e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.5050 (4.3719)  acc1: 35.5469 (33.2645)  acc5: 58.2031 (55.7651)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [51]  [ 270/1251]  eta: 0:07:56  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.4096 (4.3750)  acc1: 35.1562 (33.1584)  acc5: 60.9375 (55.6979)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [51]  [ 280/1251]  eta: 0:07:51  lr: 2.956e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.2396 (4.3693)  acc1: 35.1562 (33.2476)  acc5: 58.9844 (55.7676)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [51]  [ 290/1251]  eta: 0:07:46  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.6564 (4.3779)  acc1: 33.2031 (33.1857)  acc5: 53.1250 (55.6339)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [51]  [ 300/1251]  eta: 0:07:41  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.6564 (4.3775)  acc1: 32.4219 (33.1305)  acc5: 53.1250 (55.5868)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [51]  [ 310/1251]  eta: 0:07:36  lr: 2.956e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.7675 (4.3880)  acc1: 30.8594 (33.0185)  acc5: 53.1250 (55.4348)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [51]  [ 320/1251]  eta: 0:07:31  lr: 2.956e-02  img/s: 5.10e+02  pen: 4.3e-02  loss: 4.7675 (4.3891)  acc1: 27.7344 (32.9330)  acc5: 52.7344 (55.3531)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [51]  [ 330/1251]  eta: 0:07:25  lr: 2.956e-02  img/s: 5.40e+02  pen: 3.5e-02  loss: 4.2951 (4.3888)  acc1: 34.3750 (32.9907)  acc5: 59.7656 (55.3956)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [51]  [ 340/1251]  eta: 0:07:20  lr: 2.956e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.2951 (4.3878)  acc1: 35.9375 (32.9912)  acc5: 60.9375 (55.4000)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [51]  [ 350/1251]  eta: 0:07:15  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2165 (4.3834)  acc1: 37.8906 (33.0507)  acc5: 61.7188 (55.4777)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [51]  [ 360/1251]  eta: 0:07:10  lr: 2.956e-02  img/s: 5.41e+02  pen: 5.1e-02  loss: 4.2316 (4.3788)  acc1: 36.3281 (33.1014)  acc5: 61.7188 (55.5532)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [51]  [ 370/1251]  eta: 0:07:05  lr: 2.956e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.8659 (4.3724)  acc1: 37.5000 (33.1663)  acc5: 62.1094 (55.5467)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [51]  [ 380/1251]  eta: 0:07:00  lr: 2.956e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.0579 (4.3779)  acc1: 39.0625 (33.1191)  acc5: 59.3750 (55.4657)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [51]  [ 390/1251]  eta: 0:06:55  lr: 2.956e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3718 (4.3722)  acc1: 35.5469 (33.2341)  acc5: 58.5938 (55.5717)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [51]  [ 400/1251]  eta: 0:06:50  lr: 2.956e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.9810 (4.3671)  acc1: 39.0625 (33.2664)  acc5: 60.5469 (55.6071)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [51]  [ 410/1251]  eta: 0:06:45  lr: 2.956e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.2879 (4.3720)  acc1: 34.7656 (33.1537)  acc5: 57.8125 (55.4802)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [51]  [ 420/1251]  eta: 0:06:40  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.7629 (4.3754)  acc1: 30.4688 (33.1243)  acc5: 54.6875 (55.4613)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [51]  [ 430/1251]  eta: 0:06:35  lr: 2.956e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.6271 (4.3789)  acc1: 34.7656 (33.0835)  acc5: 56.2500 (55.4089)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [51]  [ 440/1251]  eta: 0:06:30  lr: 2.956e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.5151 (4.3754)  acc1: 34.7656 (33.1225)  acc5: 57.8125 (55.4484)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [51]  [ 450/1251]  eta: 0:06:25  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1636 (4.3775)  acc1: 34.7656 (33.0827)  acc5: 57.8125 (55.4350)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [51]  [ 460/1251]  eta: 0:06:21  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.1394 (4.3753)  acc1: 37.1094 (33.0896)  acc5: 60.9375 (55.4247)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [51]  [ 470/1251]  eta: 0:06:16  lr: 2.956e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.5565 (4.3810)  acc1: 36.3281 (33.0298)  acc5: 57.4219 (55.3145)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [51]  [ 480/1251]  eta: 0:06:11  lr: 2.956e-02  img/s: 5.11e+02  pen: 4.0e-02  loss: 4.5565 (4.3796)  acc1: 33.5938 (33.0805)  acc5: 56.2500 (55.3323)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [51]  [ 490/1251]  eta: 0:06:06  lr: 2.956e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 3.9414 (4.3719)  acc1: 36.7188 (33.1633)  acc5: 63.2812 (55.4616)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [51]  [ 500/1251]  eta: 0:06:01  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.9414 (4.3744)  acc1: 35.5469 (33.1493)  acc5: 61.7188 (55.3955)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [51]  [ 510/1251]  eta: 0:05:56  lr: 2.956e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.6759 (4.3770)  acc1: 32.0312 (33.1030)  acc5: 55.0781 (55.3656)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [51]  [ 520/1251]  eta: 0:05:51  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.3307 (4.3763)  acc1: 33.5938 (33.1439)  acc5: 59.3750 (55.4238)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [51]  [ 530/1251]  eta: 0:05:46  lr: 2.956e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.2839 (4.3785)  acc1: 33.5938 (33.0906)  acc5: 57.8125 (55.3753)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [51]  [ 540/1251]  eta: 0:05:41  lr: 2.956e-02  img/s: 5.42e+02  pen: 5.1e-02  loss: 4.2836 (4.3739)  acc1: 35.1562 (33.1107)  acc5: 57.8125 (55.4153)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [51]  [ 550/1251]  eta: 0:05:36  lr: 2.956e-02  img/s: 5.40e+02  pen: 3.5e-02  loss: 3.9785 (4.3743)  acc1: 35.1562 (33.1294)  acc5: 59.7656 (55.4163)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [51]  [ 560/1251]  eta: 0:05:32  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9785 (4.3688)  acc1: 35.9375 (33.1690)  acc5: 62.1094 (55.4590)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [51]  [ 570/1251]  eta: 0:05:27  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.9261 (4.3714)  acc1: 35.9375 (33.1217)  acc5: 61.3281 (55.4127)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [51]  [ 580/1251]  eta: 0:05:22  lr: 2.956e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.3262 (4.3671)  acc1: 33.5938 (33.1823)  acc5: 56.6406 (55.5111)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [51]  [ 590/1251]  eta: 0:05:17  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.9742 (4.3641)  acc1: 35.1562 (33.2011)  acc5: 60.5469 (55.5408)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [51]  [ 600/1251]  eta: 0:05:12  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3822 (4.3666)  acc1: 34.3750 (33.1622)  acc5: 57.4219 (55.5032)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [51]  [ 610/1251]  eta: 0:05:07  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.4136 (4.3651)  acc1: 33.2031 (33.1897)  acc5: 58.2031 (55.5109)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [51]  [ 620/1251]  eta: 0:05:02  lr: 2.956e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 3.9632 (4.3639)  acc1: 37.1094 (33.2100)  acc5: 62.1094 (55.5493)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [51]  [ 630/1251]  eta: 0:04:58  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.2814 (4.3621)  acc1: 37.1094 (33.2180)  acc5: 58.9844 (55.5616)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [51]  [ 640/1251]  eta: 0:04:53  lr: 2.956e-02  img/s: 4.96e+02  pen: 4.2e-02  loss: 3.8360 (4.3591)  acc1: 37.5000 (33.2366)  acc5: 60.5469 (55.5986)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [51]  [ 650/1251]  eta: 0:04:48  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.5692 (4.3630)  acc1: 34.7656 (33.2223)  acc5: 56.2500 (55.5792)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [51]  [ 660/1251]  eta: 0:04:43  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.5692 (4.3632)  acc1: 30.4688 (33.1854)  acc5: 55.4688 (55.5692)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [51]  [ 670/1251]  eta: 0:04:38  lr: 2.956e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3981 (4.3640)  acc1: 32.8125 (33.1973)  acc5: 57.8125 (55.5776)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [51]  [ 680/1251]  eta: 0:04:33  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.7050 (4.3681)  acc1: 30.8594 (33.1790)  acc5: 55.8594 (55.5600)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [51]  [ 690/1251]  eta: 0:04:29  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.6944 (4.3659)  acc1: 31.6406 (33.2060)  acc5: 55.8594 (55.5852)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [51]  [ 700/1251]  eta: 0:04:24  lr: 2.956e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 3.8033 (4.3614)  acc1: 39.0625 (33.2678)  acc5: 62.1094 (55.6682)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [51]  [ 710/1251]  eta: 0:04:19  lr: 2.956e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.7365 (4.3615)  acc1: 37.1094 (33.2663)  acc5: 62.1094 (55.6577)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [51]  [ 720/1251]  eta: 0:04:14  lr: 2.956e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.8094 (4.3649)  acc1: 26.9531 (33.2253)  acc5: 50.3906 (55.6199)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [51]  [ 730/1251]  eta: 0:04:09  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.8848 (4.3677)  acc1: 28.1250 (33.2143)  acc5: 50.3906 (55.6082)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [51]  [ 740/1251]  eta: 0:04:04  lr: 2.956e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.6293 (4.3725)  acc1: 30.8594 (33.1446)  acc5: 52.7344 (55.5304)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [51]  [ 750/1251]  eta: 0:04:00  lr: 2.956e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.6293 (4.3721)  acc1: 32.4219 (33.1631)  acc5: 55.4688 (55.5520)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [51]  [ 760/1251]  eta: 0:03:55  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.9608 (4.3688)  acc1: 39.4531 (33.2108)  acc5: 60.5469 (55.5899)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [51]  [ 770/1251]  eta: 0:03:50  lr: 2.956e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.9233 (4.3698)  acc1: 38.6719 (33.1839)  acc5: 60.5469 (55.5964)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [51]  [ 780/1251]  eta: 0:03:45  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.8119 (4.3763)  acc1: 29.6875 (33.1471)  acc5: 51.9531 (55.5403)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [51]  [ 790/1251]  eta: 0:03:40  lr: 2.956e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.6689 (4.3754)  acc1: 32.8125 (33.1616)  acc5: 56.2500 (55.5690)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [51]  [ 800/1251]  eta: 0:03:36  lr: 2.956e-02  img/s: 5.08e+02  pen: 4.2e-02  loss: 4.2667 (4.3784)  acc1: 35.9375 (33.1436)  acc5: 59.7656 (55.5414)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [51]  [ 810/1251]  eta: 0:03:31  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2667 (4.3764)  acc1: 36.7188 (33.1834)  acc5: 60.9375 (55.5882)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [51]  [ 820/1251]  eta: 0:03:26  lr: 2.956e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3021 (4.3788)  acc1: 37.8906 (33.1746)  acc5: 61.3281 (55.5644)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [51]  [ 830/1251]  eta: 0:03:21  lr: 2.956e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.3021 (4.3779)  acc1: 35.9375 (33.2074)  acc5: 60.9375 (55.6041)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [51]  [ 840/1251]  eta: 0:03:16  lr: 2.956e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3937 (4.3819)  acc1: 34.7656 (33.1790)  acc5: 57.8125 (55.5579)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [51]  [ 850/1251]  eta: 0:03:11  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3937 (4.3797)  acc1: 36.3281 (33.2068)  acc5: 59.3750 (55.5954)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [51]  [ 860/1251]  eta: 0:03:07  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0404 (4.3803)  acc1: 36.3281 (33.1995)  acc5: 59.3750 (55.5826)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [51]  [ 870/1251]  eta: 0:03:02  lr: 2.956e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.5066 (4.3809)  acc1: 33.2031 (33.1803)  acc5: 56.6406 (55.5710)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [51]  [ 880/1251]  eta: 0:02:57  lr: 2.956e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.2891 (4.3806)  acc1: 33.5938 (33.1406)  acc5: 56.6406 (55.5220)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [51]  [ 890/1251]  eta: 0:02:52  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.8740 (4.3796)  acc1: 38.6719 (33.1558)  acc5: 64.0625 (55.5284)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [51]  [ 900/1251]  eta: 0:02:47  lr: 2.956e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.9631 (4.3783)  acc1: 39.4531 (33.2153)  acc5: 61.7188 (55.5845)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [51]  [ 910/1251]  eta: 0:02:43  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1394 (4.3770)  acc1: 38.6719 (33.2503)  acc5: 61.7188 (55.6244)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [51]  [ 920/1251]  eta: 0:02:38  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.2535 (4.3787)  acc1: 33.9844 (33.2430)  acc5: 55.8594 (55.5977)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [51]  [ 930/1251]  eta: 0:02:33  lr: 2.956e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.7018 (4.3796)  acc1: 33.9844 (33.2354)  acc5: 55.4688 (55.6026)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [51]  [ 940/1251]  eta: 0:02:28  lr: 2.956e-02  img/s: 5.37e+02  pen: 4.5e-02  loss: 4.0419 (4.3741)  acc1: 38.2812 (33.2965)  acc5: 62.8906 (55.6796)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [51]  [ 950/1251]  eta: 0:02:23  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.8253 (4.3733)  acc1: 39.4531 (33.3013)  acc5: 63.2812 (55.6807)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [51]  [ 960/1251]  eta: 0:02:19  lr: 2.956e-02  img/s: 5.09e+02  pen: 4.4e-02  loss: 4.6360 (4.3762)  acc1: 33.2031 (33.2657)  acc5: 58.2031 (55.6452)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [51]  [ 970/1251]  eta: 0:02:14  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3673 (4.3724)  acc1: 33.5938 (33.3041)  acc5: 58.5938 (55.7073)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [51]  [ 980/1251]  eta: 0:02:09  lr: 2.956e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 3.9323 (4.3721)  acc1: 38.2812 (33.3106)  acc5: 60.9375 (55.7156)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [51]  [ 990/1251]  eta: 0:02:04  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.5478 (4.3747)  acc1: 35.1562 (33.2922)  acc5: 58.2031 (55.6962)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [51]  [1000/1251]  eta: 0:02:00  lr: 2.956e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.5394 (4.3741)  acc1: 36.3281 (33.2960)  acc5: 59.3750 (55.7177)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [51]  [1010/1251]  eta: 0:01:55  lr: 2.956e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.2710 (4.3755)  acc1: 36.3281 (33.2800)  acc5: 57.4219 (55.6932)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [51]  [1020/1251]  eta: 0:01:50  lr: 2.956e-02  img/s: 5.41e+02  pen: 3.5e-02  loss: 4.6174 (4.3766)  acc1: 28.1250 (33.2697)  acc5: 53.1250 (55.6665)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [51]  [1030/1251]  eta: 0:01:45  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.4453 (4.3766)  acc1: 33.5938 (33.2607)  acc5: 55.4688 (55.6506)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [51]  [1040/1251]  eta: 0:01:40  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.5788 (4.3766)  acc1: 35.5469 (33.2519)  acc5: 55.0781 (55.6309)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [51]  [1050/1251]  eta: 0:01:36  lr: 2.956e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.5788 (4.3775)  acc1: 33.5938 (33.2317)  acc5: 55.0781 (55.5996)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [51]  [1060/1251]  eta: 0:01:31  lr: 2.956e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.4705 (4.3785)  acc1: 32.8125 (33.2226)  acc5: 54.2969 (55.5788)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [51]  [1070/1251]  eta: 0:01:26  lr: 2.956e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.4144 (4.3772)  acc1: 35.9375 (33.2451)  acc5: 58.9844 (55.6084)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [51]  [1080/1251]  eta: 0:01:21  lr: 2.956e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2652 (4.3753)  acc1: 35.1562 (33.2631)  acc5: 59.7656 (55.6389)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [51]  [1090/1251]  eta: 0:01:16  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2882 (4.3753)  acc1: 34.3750 (33.2586)  acc5: 59.3750 (55.6399)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [51]  [1100/1251]  eta: 0:01:12  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3552 (4.3744)  acc1: 35.1562 (33.2971)  acc5: 59.3750 (55.6827)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [51]  [1110/1251]  eta: 0:01:07  lr: 2.956e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.1588 (4.3733)  acc1: 38.2812 (33.3093)  acc5: 62.5000 (55.6892)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [51]  [1120/1251]  eta: 0:01:02  lr: 2.956e-02  img/s: 5.03e+02  pen: 3.8e-02  loss: 4.5822 (4.3754)  acc1: 32.4219 (33.2787)  acc5: 55.8594 (55.6451)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [51]  [1130/1251]  eta: 0:00:57  lr: 2.956e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.5822 (4.3740)  acc1: 34.3750 (33.2912)  acc5: 56.2500 (55.6680)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [51]  [1140/1251]  eta: 0:00:53  lr: 2.956e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 3.9406 (4.3752)  acc1: 36.7188 (33.2767)  acc5: 62.5000 (55.6505)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [51]  [1150/1251]  eta: 0:00:48  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.8768 (4.3726)  acc1: 36.7188 (33.3043)  acc5: 62.5000 (55.6734)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [51]  [1160/1251]  eta: 0:00:43  lr: 2.956e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 3.5754 (4.3718)  acc1: 39.4531 (33.3179)  acc5: 64.0625 (55.6861)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [51]  [1170/1251]  eta: 0:00:38  lr: 2.956e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.5368 (4.3746)  acc1: 32.4219 (33.2742)  acc5: 54.2969 (55.6526)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [51]  [1180/1251]  eta: 0:00:33  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.5368 (4.3728)  acc1: 32.8125 (33.2756)  acc5: 53.5156 (55.6546)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [51]  [1190/1251]  eta: 0:00:29  lr: 2.956e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.6425 (4.3717)  acc1: 35.1562 (33.2828)  acc5: 60.5469 (55.6810)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [51]  [1200/1251]  eta: 0:00:24  lr: 2.956e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.0191 (4.3709)  acc1: 35.1562 (33.2900)  acc5: 59.7656 (55.6847)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [51]  [1210/1251]  eta: 0:00:19  lr: 2.956e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.8268 (4.3689)  acc1: 39.0625 (33.3115)  acc5: 61.3281 (55.7045)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [51]  [1220/1251]  eta: 0:00:14  lr: 2.956e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.9048 (4.3668)  acc1: 38.6719 (33.3349)  acc5: 62.1094 (55.7250)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [51]  [1230/1251]  eta: 0:00:10  lr: 2.956e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.4949 (4.3695)  acc1: 31.6406 (33.2920)  acc5: 57.4219 (55.6842)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [51]  [1240/1251]  eta: 0:00:05  lr: 2.956e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.6277 (4.3704)  acc1: 31.2500 (33.2865)  acc5: 54.6875 (55.6796)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [51]  [1250/1251]  eta: 0:00:00  lr: 2.956e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.2555 (4.3705)  acc1: 35.1562 (33.2784)  acc5: 58.9844 (55.6592)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [51] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:50  loss: 2.6218 (2.6218)  acc1: 66.0156 (66.0156)  acc5: 89.0625 (89.0625)  time: 3.4733  data: 3.2225  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 49.616 Acc@5 75.070 Loss: 3.299
Test: EMA  [ 0/49]  eta: 0:02:22  loss: nan (nan)  acc1: 4.2969 (4.2969)  acc5: 24.2188 (24.2188)  time: 2.8998  data: 2.6532  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 0.846 Acc@5 2.218 Loss: nan
Epoch: [52]  [   0/1251]  eta: 1:10:44  lr: 2.954e-02  img/s: 4.92e+02  pen: 4.2e-02  loss: 3.4479 (3.4479)  acc1: 39.8438 (39.8438)  acc5: 66.0156 (66.0156)  time: 3.3925  data: 2.8727  max mem: 42896
Epoch: [52]  [  10/1251]  eta: 0:15:17  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.9055 (4.3987)  acc1: 27.3438 (32.2443)  acc5: 49.6094 (53.0895)  time: 0.7393  data: 0.2615  max mem: 42896
Epoch: [52]  [  20/1251]  eta: 0:12:34  lr: 2.954e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.5417 (4.4132)  acc1: 31.2500 (33.5379)  acc5: 51.9531 (54.2225)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [52]  [  30/1251]  eta: 0:11:33  lr: 2.954e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.5417 (4.4277)  acc1: 34.3750 (34.1230)  acc5: 59.3750 (55.6326)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [52]  [  40/1251]  eta: 0:11:00  lr: 2.954e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.5045 (4.3885)  acc1: 34.3750 (33.5652)  acc5: 60.1562 (55.1067)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [52]  [  50/1251]  eta: 0:10:37  lr: 2.954e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.5395 (4.4031)  acc1: 35.5469 (33.1648)  acc5: 59.7656 (54.8407)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [52]  [  60/1251]  eta: 0:10:21  lr: 2.954e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3260 (4.3595)  acc1: 35.9375 (33.7859)  acc5: 60.1562 (55.7761)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [52]  [  70/1251]  eta: 0:10:08  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3260 (4.4095)  acc1: 34.3750 (33.1646)  acc5: 57.0312 (55.1717)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [52]  [  80/1251]  eta: 0:09:57  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.1575 (4.3745)  acc1: 32.4219 (33.4201)  acc5: 53.9062 (55.6954)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [52]  [  90/1251]  eta: 0:09:47  lr: 2.954e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.0541 (4.3740)  acc1: 37.1094 (33.1559)  acc5: 60.5469 (55.4344)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [52]  [ 100/1251]  eta: 0:09:39  lr: 2.954e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1075 (4.3740)  acc1: 36.3281 (33.0948)  acc5: 58.2031 (55.3102)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [52]  [ 110/1251]  eta: 0:09:31  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.1075 (4.3808)  acc1: 35.1562 (32.9392)  acc5: 57.0312 (55.2294)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [52]  [ 120/1251]  eta: 0:09:23  lr: 2.954e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.2339 (4.3786)  acc1: 35.9375 (33.0643)  acc5: 58.2031 (55.4655)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [52]  [ 130/1251]  eta: 0:09:16  lr: 2.954e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.6764 (4.3976)  acc1: 35.9375 (33.0361)  acc5: 58.2031 (55.3674)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [52]  [ 140/1251]  eta: 0:09:09  lr: 2.954e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.7038 (4.4022)  acc1: 33.9844 (32.8153)  acc5: 55.0781 (55.0920)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [52]  [ 150/1251]  eta: 0:09:03  lr: 2.954e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.4797 (4.3864)  acc1: 33.9844 (32.9677)  acc5: 56.6406 (55.3627)  time: 0.4730  data: 0.0003  max mem: 42896
Epoch: [52]  [ 160/1251]  eta: 0:08:57  lr: 2.954e-02  img/s: 5.10e+02  pen: 4.3e-02  loss: 4.0849 (4.3826)  acc1: 36.3281 (33.0794)  acc5: 62.1094 (55.5415)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [52]  [ 170/1251]  eta: 0:08:51  lr: 2.954e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2529 (4.3873)  acc1: 35.9375 (32.9633)  acc5: 60.1562 (55.3911)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [52]  [ 180/1251]  eta: 0:08:45  lr: 2.954e-02  img/s: 5.42e+02  pen: 3.5e-02  loss: 4.2286 (4.3812)  acc1: 35.9375 (33.0672)  acc5: 60.1562 (55.5982)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [52]  [ 190/1251]  eta: 0:08:39  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.9013 (4.3652)  acc1: 38.2812 (33.4465)  acc5: 62.5000 (55.9637)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [52]  [ 200/1251]  eta: 0:08:33  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.3439 (4.3644)  acc1: 37.8906 (33.5063)  acc5: 62.1094 (56.0343)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [52]  [ 210/1251]  eta: 0:08:28  lr: 2.954e-02  img/s: 5.39e+02  pen: 3.6e-02  loss: 4.5024 (4.3841)  acc1: 33.5938 (33.3012)  acc5: 57.8125 (55.7687)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [52]  [ 220/1251]  eta: 0:08:22  lr: 2.954e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.9649 (4.3997)  acc1: 32.0312 (33.1961)  acc5: 51.9531 (55.5872)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [52]  [ 230/1251]  eta: 0:08:17  lr: 2.954e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.5589 (4.3967)  acc1: 32.8125 (33.1473)  acc5: 54.6875 (55.6040)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [52]  [ 240/1251]  eta: 0:08:11  lr: 2.954e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.2219 (4.3963)  acc1: 35.1562 (33.1626)  acc5: 56.6406 (55.6179)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [52]  [ 250/1251]  eta: 0:08:06  lr: 2.954e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.7207 (4.4065)  acc1: 28.5156 (33.0133)  acc5: 54.2969 (55.4594)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [52]  [ 260/1251]  eta: 0:08:01  lr: 2.954e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.7445 (4.4034)  acc1: 28.5156 (32.9921)  acc5: 50.7812 (55.4897)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [52]  [ 270/1251]  eta: 0:07:55  lr: 2.954e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.1993 (4.4046)  acc1: 34.7656 (33.0258)  acc5: 58.2031 (55.5163)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [52]  [ 280/1251]  eta: 0:07:50  lr: 2.954e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 4.7727 (4.4190)  acc1: 30.8594 (32.8278)  acc5: 51.5625 (55.2769)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [52]  [ 290/1251]  eta: 0:07:45  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.5258 (4.4157)  acc1: 30.8594 (32.9373)  acc5: 53.9062 (55.3909)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [52]  [ 300/1251]  eta: 0:07:40  lr: 2.954e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.1997 (4.4121)  acc1: 35.9375 (32.9436)  acc5: 60.1562 (55.4142)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [52]  [ 310/1251]  eta: 0:07:35  lr: 2.954e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.1997 (4.4118)  acc1: 31.2500 (32.9343)  acc5: 57.8125 (55.4424)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [52]  [ 320/1251]  eta: 0:07:30  lr: 2.954e-02  img/s: 5.01e+02  pen: 3.9e-02  loss: 4.8777 (4.4229)  acc1: 28.1250 (32.8502)  acc5: 51.1719 (55.3483)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [52]  [ 330/1251]  eta: 0:07:25  lr: 2.954e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 5.0364 (4.4325)  acc1: 25.3906 (32.6709)  acc5: 49.2188 (55.1525)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [52]  [ 340/1251]  eta: 0:07:20  lr: 2.954e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.5944 (4.4196)  acc1: 35.5469 (32.8560)  acc5: 55.0781 (55.3175)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [52]  [ 350/1251]  eta: 0:07:15  lr: 2.954e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.4280 (4.4313)  acc1: 35.1562 (32.6600)  acc5: 60.1562 (55.1238)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [52]  [ 360/1251]  eta: 0:07:10  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4280 (4.4238)  acc1: 34.7656 (32.7735)  acc5: 58.2031 (55.2740)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [52]  [ 370/1251]  eta: 0:07:05  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.3087 (4.4235)  acc1: 36.3281 (32.7241)  acc5: 58.9844 (55.1971)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [52]  [ 380/1251]  eta: 0:07:00  lr: 2.954e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.5045 (4.4206)  acc1: 32.4219 (32.7213)  acc5: 56.2500 (55.1950)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [52]  [ 390/1251]  eta: 0:06:55  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.5117 (4.4183)  acc1: 31.6406 (32.7166)  acc5: 53.5156 (55.1850)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [52]  [ 400/1251]  eta: 0:06:50  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.8060 (4.4217)  acc1: 29.2969 (32.7122)  acc5: 52.3438 (55.1512)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [52]  [ 410/1251]  eta: 0:06:45  lr: 2.954e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.6724 (4.4238)  acc1: 32.0312 (32.7593)  acc5: 55.8594 (55.1722)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [52]  [ 420/1251]  eta: 0:06:40  lr: 2.954e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.2385 (4.4142)  acc1: 36.3281 (32.8645)  acc5: 62.5000 (55.3324)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [52]  [ 430/1251]  eta: 0:06:35  lr: 2.954e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.7140 (4.4062)  acc1: 36.3281 (32.9312)  acc5: 62.8906 (55.4397)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [52]  [ 440/1251]  eta: 0:06:30  lr: 2.954e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.7140 (4.4030)  acc1: 35.9375 (32.9657)  acc5: 61.7188 (55.4369)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [52]  [ 450/1251]  eta: 0:06:25  lr: 2.954e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0271 (4.3955)  acc1: 38.2812 (33.0542)  acc5: 61.7188 (55.5562)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [52]  [ 460/1251]  eta: 0:06:20  lr: 2.954e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.0271 (4.3890)  acc1: 38.6719 (33.1455)  acc5: 61.7188 (55.6840)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [52]  [ 470/1251]  eta: 0:06:15  lr: 2.954e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.0981 (4.3865)  acc1: 37.5000 (33.1857)  acc5: 62.1094 (55.7408)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [52]  [ 480/1251]  eta: 0:06:10  lr: 2.954e-02  img/s: 5.08e+02  pen: 4.5e-02  loss: 4.1729 (4.3860)  acc1: 37.5000 (33.2169)  acc5: 59.7656 (55.7822)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [52]  [ 490/1251]  eta: 0:06:05  lr: 2.954e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.1729 (4.3832)  acc1: 37.5000 (33.2461)  acc5: 60.1562 (55.8459)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [52]  [ 500/1251]  eta: 0:06:00  lr: 2.954e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2539 (4.3848)  acc1: 37.1094 (33.2406)  acc5: 60.5469 (55.8352)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [52]  [ 510/1251]  eta: 0:05:56  lr: 2.954e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.0183 (4.3797)  acc1: 37.1094 (33.2994)  acc5: 59.7656 (55.8900)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [52]  [ 520/1251]  eta: 0:05:51  lr: 2.954e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.7364 (4.3853)  acc1: 34.3750 (33.2039)  acc5: 53.1250 (55.7522)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [52]  [ 530/1251]  eta: 0:05:46  lr: 2.954e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.3796 (4.3810)  acc1: 34.3750 (33.2804)  acc5: 55.8594 (55.8483)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [52]  [ 540/1251]  eta: 0:05:41  lr: 2.954e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2425 (4.3757)  acc1: 37.5000 (33.3786)  acc5: 60.9375 (55.9410)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [52]  [ 550/1251]  eta: 0:05:36  lr: 2.954e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2425 (4.3773)  acc1: 35.9375 (33.3336)  acc5: 57.8125 (55.8955)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [52]  [ 560/1251]  eta: 0:05:31  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.8249 (4.3844)  acc1: 31.6406 (33.3048)  acc5: 53.1250 (55.8204)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [52]  [ 570/1251]  eta: 0:05:26  lr: 2.954e-02  img/s: 5.37e+02  pen: 3.8e-02  loss: 4.5478 (4.3843)  acc1: 34.3750 (33.3331)  acc5: 57.0312 (55.8512)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [52]  [ 580/1251]  eta: 0:05:22  lr: 2.954e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.4086 (4.3855)  acc1: 36.3281 (33.2925)  acc5: 59.3750 (55.8190)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [52]  [ 590/1251]  eta: 0:05:17  lr: 2.954e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.6359 (4.3916)  acc1: 30.0781 (33.2196)  acc5: 53.1250 (55.7140)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [52]  [ 600/1251]  eta: 0:05:12  lr: 2.954e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.4431 (4.3897)  acc1: 31.2500 (33.2012)  acc5: 56.6406 (55.6722)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [52]  [ 610/1251]  eta: 0:05:07  lr: 2.954e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.7850 (4.3957)  acc1: 28.5156 (33.1334)  acc5: 53.1250 (55.5755)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [52]  [ 620/1251]  eta: 0:05:02  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.5406 (4.3922)  acc1: 32.0312 (33.1843)  acc5: 59.3750 (55.6568)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [52]  [ 630/1251]  eta: 0:04:57  lr: 2.954e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.5406 (4.3946)  acc1: 35.5469 (33.1883)  acc5: 60.5469 (55.6427)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [52]  [ 640/1251]  eta: 0:04:52  lr: 2.954e-02  img/s: 5.10e+02  pen: 4.5e-02  loss: 4.6061 (4.3937)  acc1: 35.5469 (33.2123)  acc5: 58.5938 (55.6613)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [52]  [ 650/1251]  eta: 0:04:48  lr: 2.954e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.5668 (4.3952)  acc1: 36.3281 (33.1983)  acc5: 59.7656 (55.6404)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [52]  [ 660/1251]  eta: 0:04:43  lr: 2.954e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 4.3292 (4.3907)  acc1: 37.1094 (33.2563)  acc5: 61.3281 (55.7140)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [52]  [ 670/1251]  eta: 0:04:38  lr: 2.954e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.3292 (4.3923)  acc1: 36.3281 (33.2287)  acc5: 60.1562 (55.6958)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [52]  [ 680/1251]  eta: 0:04:33  lr: 2.954e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.4183 (4.3887)  acc1: 36.3281 (33.2966)  acc5: 60.1562 (55.7665)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [52]  [ 690/1251]  eta: 0:04:28  lr: 2.954e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.4893 (4.3940)  acc1: 35.5469 (33.2076)  acc5: 59.7656 (55.6581)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [52]  [ 700/1251]  eta: 0:04:23  lr: 2.954e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.5953 (4.3955)  acc1: 24.6094 (33.1925)  acc5: 45.7031 (55.6108)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [52]  [ 710/1251]  eta: 0:04:19  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.7299 (4.4019)  acc1: 30.0781 (33.0773)  acc5: 54.6875 (55.4737)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [52]  [ 720/1251]  eta: 0:04:14  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.7299 (4.4007)  acc1: 32.4219 (33.1024)  acc5: 54.6875 (55.4785)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [52]  [ 730/1251]  eta: 0:04:09  lr: 2.954e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.1689 (4.4038)  acc1: 33.2031 (33.0530)  acc5: 54.6875 (55.4068)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [52]  [ 740/1251]  eta: 0:04:04  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.7280 (4.4054)  acc1: 30.8594 (33.0450)  acc5: 53.9062 (55.4034)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [52]  [ 750/1251]  eta: 0:03:59  lr: 2.954e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.7637 (4.4109)  acc1: 30.8594 (32.9769)  acc5: 53.9062 (55.3294)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [52]  [ 760/1251]  eta: 0:03:55  lr: 2.954e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.8597 (4.4085)  acc1: 28.1250 (32.9906)  acc5: 53.1250 (55.3322)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [52]  [ 770/1251]  eta: 0:03:50  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.0800 (4.4070)  acc1: 36.3281 (32.9807)  acc5: 59.3750 (55.3249)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [52]  [ 780/1251]  eta: 0:03:45  lr: 2.954e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1293 (4.4070)  acc1: 34.7656 (32.9916)  acc5: 59.3750 (55.3442)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [52]  [ 790/1251]  eta: 0:03:40  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.0920 (4.4052)  acc1: 33.9844 (32.9804)  acc5: 60.5469 (55.3359)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [52]  [ 800/1251]  eta: 0:03:35  lr: 2.954e-02  img/s: 5.08e+02  pen: 4.1e-02  loss: 3.7114 (4.4007)  acc1: 36.7188 (33.0115)  acc5: 61.3281 (55.3615)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [52]  [ 810/1251]  eta: 0:03:31  lr: 2.954e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 3.7114 (4.3984)  acc1: 39.8438 (33.0244)  acc5: 62.1094 (55.3811)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [52]  [ 820/1251]  eta: 0:03:26  lr: 2.954e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.7478 (4.3944)  acc1: 39.8438 (33.0533)  acc5: 64.0625 (55.4183)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [52]  [ 830/1251]  eta: 0:03:21  lr: 2.954e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.2705 (4.3986)  acc1: 33.2031 (32.9822)  acc5: 58.2031 (55.3442)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [52]  [ 840/1251]  eta: 0:03:16  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.5853 (4.3962)  acc1: 32.0312 (33.0034)  acc5: 54.2969 (55.3601)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [52]  [ 850/1251]  eta: 0:03:11  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4295 (4.3967)  acc1: 35.5469 (33.0204)  acc5: 60.1562 (55.3889)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [52]  [ 860/1251]  eta: 0:03:07  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.4530 (4.3979)  acc1: 35.5469 (33.0049)  acc5: 57.0312 (55.3676)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [52]  [ 870/1251]  eta: 0:03:02  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.7100 (4.4002)  acc1: 29.6875 (32.9780)  acc5: 56.6406 (55.3472)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [52]  [ 880/1251]  eta: 0:02:57  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.8771 (4.4038)  acc1: 30.8594 (32.9473)  acc5: 55.0781 (55.3158)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [52]  [ 890/1251]  eta: 0:02:52  lr: 2.954e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.5610 (4.4033)  acc1: 33.2031 (32.9629)  acc5: 57.8125 (55.3245)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [52]  [ 900/1251]  eta: 0:02:47  lr: 2.954e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.6102 (4.4042)  acc1: 32.0312 (32.9569)  acc5: 56.2500 (55.3357)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [52]  [ 910/1251]  eta: 0:02:43  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.8993 (4.4068)  acc1: 30.0781 (32.9338)  acc5: 53.5156 (55.3045)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [52]  [ 920/1251]  eta: 0:02:38  lr: 2.954e-02  img/s: 5.43e+02  pen: 4.5e-02  loss: 4.6687 (4.4056)  acc1: 30.8594 (32.9453)  acc5: 52.3438 (55.3182)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [52]  [ 930/1251]  eta: 0:02:33  lr: 2.954e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.6798 (4.4073)  acc1: 33.9844 (32.9396)  acc5: 57.0312 (55.3030)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [52]  [ 940/1251]  eta: 0:02:28  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.2299 (4.4049)  acc1: 35.1562 (32.9578)  acc5: 57.4219 (55.3313)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [52]  [ 950/1251]  eta: 0:02:23  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.2299 (4.4071)  acc1: 34.7656 (32.9357)  acc5: 57.4219 (55.2909)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [52]  [ 960/1251]  eta: 0:02:19  lr: 2.954e-02  img/s: 5.07e+02  pen: 3.5e-02  loss: 4.5996 (4.4081)  acc1: 34.3750 (32.9320)  acc5: 53.9062 (55.2838)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [52]  [ 970/1251]  eta: 0:02:14  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4997 (4.4081)  acc1: 34.7656 (32.9412)  acc5: 59.3750 (55.3074)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [52]  [ 980/1251]  eta: 0:02:09  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.4997 (4.4098)  acc1: 33.5938 (32.9041)  acc5: 58.2031 (55.2661)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [52]  [ 990/1251]  eta: 0:02:04  lr: 2.954e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.0130 (4.4057)  acc1: 39.0625 (32.9690)  acc5: 58.9844 (55.3237)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [52]  [1000/1251]  eta: 0:01:59  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.7332 (4.4034)  acc1: 39.0625 (32.9666)  acc5: 62.8906 (55.3146)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [52]  [1010/1251]  eta: 0:01:55  lr: 2.954e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.5760 (4.4012)  acc1: 38.6719 (32.9906)  acc5: 62.5000 (55.3567)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [52]  [1020/1251]  eta: 0:01:50  lr: 2.954e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.0928 (4.4032)  acc1: 35.5469 (32.9579)  acc5: 60.5469 (55.3073)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [52]  [1030/1251]  eta: 0:01:45  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.9992 (4.4067)  acc1: 26.1719 (32.9250)  acc5: 44.9219 (55.2558)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [52]  [1040/1251]  eta: 0:01:40  lr: 2.954e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.9036 (4.4079)  acc1: 29.6875 (32.9191)  acc5: 50.3906 (55.2519)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [52]  [1050/1251]  eta: 0:01:36  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.5214 (4.4068)  acc1: 36.3281 (32.9251)  acc5: 58.2031 (55.2621)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [52]  [1060/1251]  eta: 0:01:31  lr: 2.954e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.5210 (4.4072)  acc1: 35.1562 (32.9270)  acc5: 58.9844 (55.2541)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [52]  [1070/1251]  eta: 0:01:26  lr: 2.954e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.8234 (4.4027)  acc1: 36.7188 (32.9617)  acc5: 61.7188 (55.3072)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [52]  [1080/1251]  eta: 0:01:21  lr: 2.954e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.8521 (4.4012)  acc1: 37.1094 (32.9903)  acc5: 62.8906 (55.3546)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [52]  [1090/1251]  eta: 0:01:16  lr: 2.954e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5121 (4.4036)  acc1: 35.1562 (32.9786)  acc5: 59.7656 (55.3381)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [52]  [1100/1251]  eta: 0:01:12  lr: 2.954e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.6377 (4.4035)  acc1: 32.4219 (32.9803)  acc5: 55.8594 (55.3442)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [52]  [1110/1251]  eta: 0:01:07  lr: 2.954e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.5698 (4.4043)  acc1: 33.2031 (32.9911)  acc5: 57.4219 (55.3605)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [52]  [1120/1251]  eta: 0:01:02  lr: 2.954e-02  img/s: 5.09e+02  pen: 4.2e-02  loss: 4.5071 (4.4050)  acc1: 35.1562 (32.9874)  acc5: 57.8125 (55.3485)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [52]  [1130/1251]  eta: 0:00:57  lr: 2.954e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.0893 (4.4029)  acc1: 36.3281 (33.0121)  acc5: 60.1562 (55.3817)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [52]  [1140/1251]  eta: 0:00:53  lr: 2.954e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.0893 (4.4008)  acc1: 35.1562 (33.0484)  acc5: 61.3281 (55.4263)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [52]  [1150/1251]  eta: 0:00:48  lr: 2.954e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 3.7391 (4.3976)  acc1: 35.1562 (33.0881)  acc5: 62.8906 (55.4857)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [52]  [1160/1251]  eta: 0:00:43  lr: 2.954e-02  img/s: 5.39e+02  pen: 3.7e-02  loss: 3.6899 (4.3980)  acc1: 33.2031 (33.0803)  acc5: 61.7188 (55.4721)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [52]  [1170/1251]  eta: 0:00:38  lr: 2.954e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.5583 (4.3982)  acc1: 31.2500 (33.0850)  acc5: 55.4688 (55.4741)  time: 0.4771  data: 0.0004  max mem: 42896
Epoch: [52]  [1180/1251]  eta: 0:00:33  lr: 2.954e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.4243 (4.3984)  acc1: 34.7656 (33.0907)  acc5: 57.4219 (55.4767)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [52]  [1190/1251]  eta: 0:00:29  lr: 2.954e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.8176 (4.4009)  acc1: 30.4688 (33.0401)  acc5: 52.7344 (55.4140)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [52]  [1200/1251]  eta: 0:00:24  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.7804 (4.4021)  acc1: 29.2969 (33.0372)  acc5: 50.7812 (55.4024)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [52]  [1210/1251]  eta: 0:00:19  lr: 2.954e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.6851 (4.4024)  acc1: 32.4219 (33.0283)  acc5: 53.1250 (55.3868)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [52]  [1220/1251]  eta: 0:00:14  lr: 2.954e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.4924 (4.4027)  acc1: 30.0781 (33.0195)  acc5: 52.7344 (55.3718)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [52]  [1230/1251]  eta: 0:00:10  lr: 2.954e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.4129 (4.4031)  acc1: 35.5469 (33.0273)  acc5: 56.6406 (55.3732)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [52]  [1240/1251]  eta: 0:00:05  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.4129 (4.4013)  acc1: 35.9375 (33.0394)  acc5: 59.3750 (55.3765)  time: 0.4746  data: 0.0005  max mem: 42896
Epoch: [52]  [1250/1251]  eta: 0:00:00  lr: 2.954e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.7979 (4.4045)  acc1: 29.2969 (32.9917)  acc5: 53.1250 (55.3273)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [52] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:36  loss: 2.6097 (2.6097)  acc1: 69.9219 (69.9219)  acc5: 92.1875 (92.1875)  time: 3.2024  data: 2.9565  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 51.256 Acc@5 76.590 Loss: 3.242
Test: EMA  [ 0/49]  eta: 0:02:35  loss: nan (nan)  acc1: 4.6875 (4.6875)  acc5: 25.0000 (25.0000)  time: 3.1787  data: 2.9153  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 1.006 Acc@5 2.514 Loss: nan
Epoch: [53]  [   0/1251]  eta: 1:21:38  lr: 2.952e-02  img/s: 5.10e+02  pen: 3.9e-02  loss: 5.3743 (5.3743)  acc1: 26.1719 (26.1719)  acc5: 42.5781 (42.5781)  time: 3.9160  data: 3.4145  max mem: 42896
Epoch: [53]  [  10/1251]  eta: 0:16:18  lr: 2.952e-02  img/s: 5.37e+02  pen: 4.4e-02  loss: 4.6611 (4.4580)  acc1: 34.7656 (31.8537)  acc5: 56.2500 (54.8651)  time: 0.7883  data: 0.3106  max mem: 42896
Epoch: [53]  [  20/1251]  eta: 0:13:05  lr: 2.952e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.1004 (4.3317)  acc1: 36.7188 (33.7612)  acc5: 60.5469 (56.9754)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [53]  [  30/1251]  eta: 0:11:54  lr: 2.952e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.7267 (4.4627)  acc1: 32.0312 (31.7540)  acc5: 53.5156 (54.4103)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [53]  [  40/1251]  eta: 0:11:17  lr: 2.952e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.5878 (4.3937)  acc1: 33.9844 (32.7744)  acc5: 55.0781 (55.5926)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [53]  [  50/1251]  eta: 0:10:51  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.8578 (4.3111)  acc1: 37.1094 (33.6857)  acc5: 62.5000 (56.5411)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [53]  [  60/1251]  eta: 0:10:32  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.0740 (4.3549)  acc1: 37.8906 (33.4849)  acc5: 60.1562 (56.1924)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [53]  [  70/1251]  eta: 0:10:18  lr: 2.952e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.5531 (4.3605)  acc1: 34.3750 (33.7423)  acc5: 57.8125 (56.3545)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [53]  [  80/1251]  eta: 0:10:05  lr: 2.952e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.4300 (4.3684)  acc1: 34.7656 (33.5793)  acc5: 58.2031 (56.0426)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [53]  [  90/1251]  eta: 0:09:54  lr: 2.952e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.4300 (4.3715)  acc1: 34.7656 (33.3577)  acc5: 57.4219 (55.7177)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [53]  [ 100/1251]  eta: 0:09:45  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.4093 (4.3824)  acc1: 34.7656 (33.3308)  acc5: 57.4219 (55.5306)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [53]  [ 110/1251]  eta: 0:09:37  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.1276 (4.3596)  acc1: 37.8906 (33.4847)  acc5: 60.1562 (55.6060)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [53]  [ 120/1251]  eta: 0:09:28  lr: 2.952e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.0504 (4.3309)  acc1: 39.4531 (34.0263)  acc5: 63.2812 (56.2887)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [53]  [ 130/1251]  eta: 0:09:21  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.3629 (4.3441)  acc1: 37.8906 (33.8562)  acc5: 60.9375 (56.1695)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [53]  [ 140/1251]  eta: 0:09:14  lr: 2.952e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.7144 (4.3517)  acc1: 34.3750 (33.8846)  acc5: 55.0781 (56.1891)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [53]  [ 150/1251]  eta: 0:09:07  lr: 2.952e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.6903 (4.3587)  acc1: 36.3281 (33.8214)  acc5: 58.9844 (56.0767)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [53]  [ 160/1251]  eta: 0:09:01  lr: 2.952e-02  img/s: 5.08e+02  pen: 4.4e-02  loss: 4.5299 (4.3676)  acc1: 34.3750 (33.5743)  acc5: 55.0781 (55.8011)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [53]  [ 170/1251]  eta: 0:08:54  lr: 2.952e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 4.4550 (4.3747)  acc1: 34.3750 (33.5458)  acc5: 56.2500 (55.7360)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [53]  [ 180/1251]  eta: 0:08:48  lr: 2.952e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.4220 (4.3766)  acc1: 35.5469 (33.5355)  acc5: 56.2500 (55.6133)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [53]  [ 190/1251]  eta: 0:08:42  lr: 2.952e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.3478 (4.3770)  acc1: 35.9375 (33.6162)  acc5: 60.5469 (55.7592)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [53]  [ 200/1251]  eta: 0:08:36  lr: 2.952e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.2004 (4.3660)  acc1: 37.5000 (33.6521)  acc5: 61.7188 (55.8808)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [53]  [ 210/1251]  eta: 0:08:31  lr: 2.952e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.5919 (4.3816)  acc1: 32.4219 (33.3364)  acc5: 52.7344 (55.5372)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [53]  [ 220/1251]  eta: 0:08:25  lr: 2.952e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.8405 (4.3898)  acc1: 27.3438 (33.2668)  acc5: 52.7344 (55.4670)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [53]  [ 230/1251]  eta: 0:08:19  lr: 2.952e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.7976 (4.3990)  acc1: 30.0781 (33.1642)  acc5: 52.3438 (55.3825)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [53]  [ 240/1251]  eta: 0:08:14  lr: 2.952e-02  img/s: 5.37e+02  pen: 4.6e-02  loss: 4.6328 (4.3957)  acc1: 34.3750 (33.1966)  acc5: 54.6875 (55.4525)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [53]  [ 250/1251]  eta: 0:08:08  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.7377 (4.4053)  acc1: 31.6406 (33.1082)  acc5: 54.2969 (55.3505)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [53]  [ 260/1251]  eta: 0:08:03  lr: 2.952e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.6660 (4.3996)  acc1: 31.6406 (33.1852)  acc5: 54.2969 (55.3715)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [53]  [ 270/1251]  eta: 0:07:58  lr: 2.952e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.2146 (4.4009)  acc1: 39.0625 (33.2175)  acc5: 61.3281 (55.4053)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [53]  [ 280/1251]  eta: 0:07:52  lr: 2.952e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.0140 (4.3892)  acc1: 38.2812 (33.3338)  acc5: 62.5000 (55.5369)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [53]  [ 290/1251]  eta: 0:07:47  lr: 2.952e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 3.6493 (4.3809)  acc1: 38.2812 (33.3682)  acc5: 61.7188 (55.5627)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [53]  [ 300/1251]  eta: 0:07:42  lr: 2.952e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.9694 (4.3778)  acc1: 37.8906 (33.4095)  acc5: 61.7188 (55.6102)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [53]  [ 310/1251]  eta: 0:07:37  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.6634 (4.3881)  acc1: 31.2500 (33.2998)  acc5: 51.9531 (55.4637)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [53]  [ 320/1251]  eta: 0:07:32  lr: 2.952e-02  img/s: 5.10e+02  pen: 4.3e-02  loss: 4.5407 (4.3747)  acc1: 36.3281 (33.4988)  acc5: 58.9844 (55.6939)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [53]  [ 330/1251]  eta: 0:07:26  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.0679 (4.3744)  acc1: 37.5000 (33.5088)  acc5: 63.2812 (55.7142)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [53]  [ 340/1251]  eta: 0:07:21  lr: 2.952e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.1303 (4.3759)  acc1: 37.1094 (33.5319)  acc5: 59.7656 (55.7036)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [53]  [ 350/1251]  eta: 0:07:16  lr: 2.952e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.6231 (4.3831)  acc1: 31.2500 (33.4379)  acc5: 54.6875 (55.5567)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [53]  [ 360/1251]  eta: 0:07:11  lr: 2.952e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.7236 (4.3805)  acc1: 29.2969 (33.3849)  acc5: 50.7812 (55.4926)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [53]  [ 370/1251]  eta: 0:07:06  lr: 2.952e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.7686 (4.3813)  acc1: 29.2969 (33.3400)  acc5: 51.1719 (55.4382)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [53]  [ 380/1251]  eta: 0:07:01  lr: 2.952e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.7597 (4.3826)  acc1: 34.7656 (33.3538)  acc5: 53.1250 (55.4370)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [53]  [ 390/1251]  eta: 0:06:56  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.7397 (4.3870)  acc1: 32.0312 (33.3100)  acc5: 55.4688 (55.4248)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [53]  [ 400/1251]  eta: 0:06:51  lr: 2.952e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.8730 (4.3939)  acc1: 28.9062 (33.2275)  acc5: 51.9531 (55.3002)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [53]  [ 410/1251]  eta: 0:06:46  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.7446 (4.3909)  acc1: 30.8594 (33.2535)  acc5: 53.9062 (55.3395)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [53]  [ 420/1251]  eta: 0:06:41  lr: 2.952e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.1703 (4.3864)  acc1: 36.3281 (33.3210)  acc5: 61.7188 (55.4251)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [53]  [ 430/1251]  eta: 0:06:36  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.1703 (4.3819)  acc1: 38.6719 (33.4306)  acc5: 61.7188 (55.5041)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [53]  [ 440/1251]  eta: 0:06:31  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1069 (4.3791)  acc1: 38.6719 (33.4573)  acc5: 60.9375 (55.5538)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [53]  [ 450/1251]  eta: 0:06:26  lr: 2.952e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.1398 (4.3821)  acc1: 34.3750 (33.4214)  acc5: 60.9375 (55.5051)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [53]  [ 460/1251]  eta: 0:06:21  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.0230 (4.3781)  acc1: 34.7656 (33.4590)  acc5: 61.7188 (55.5857)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [53]  [ 470/1251]  eta: 0:06:16  lr: 2.952e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.0230 (4.3808)  acc1: 34.7656 (33.3930)  acc5: 61.7188 (55.5301)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [53]  [ 480/1251]  eta: 0:06:11  lr: 2.952e-02  img/s: 5.10e+02  pen: 3.7e-02  loss: 4.0753 (4.3803)  acc1: 30.4688 (33.4143)  acc5: 53.9062 (55.5589)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [53]  [ 490/1251]  eta: 0:06:06  lr: 2.952e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 4.0753 (4.3829)  acc1: 35.9375 (33.3805)  acc5: 61.7188 (55.5181)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [53]  [ 500/1251]  eta: 0:06:01  lr: 2.952e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.9841 (4.3782)  acc1: 35.9375 (33.4004)  acc5: 61.7188 (55.5350)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [53]  [ 510/1251]  eta: 0:05:56  lr: 2.952e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.8041 (4.3754)  acc1: 34.7656 (33.4149)  acc5: 62.1094 (55.5834)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [53]  [ 520/1251]  eta: 0:05:51  lr: 2.952e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.0179 (4.3737)  acc1: 34.7656 (33.4318)  acc5: 61.7188 (55.6135)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [53]  [ 530/1251]  eta: 0:05:46  lr: 2.952e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.3724 (4.3709)  acc1: 37.1094 (33.4805)  acc5: 60.5469 (55.6622)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [53]  [ 540/1251]  eta: 0:05:42  lr: 2.952e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.5791 (4.3654)  acc1: 37.1094 (33.5150)  acc5: 60.5469 (55.7518)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [53]  [ 550/1251]  eta: 0:05:37  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2730 (4.3680)  acc1: 35.9375 (33.5094)  acc5: 58.2031 (55.7268)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [53]  [ 560/1251]  eta: 0:05:32  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.2730 (4.3663)  acc1: 33.2031 (33.4865)  acc5: 55.8594 (55.7403)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [53]  [ 570/1251]  eta: 0:05:27  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.2065 (4.3652)  acc1: 35.9375 (33.4863)  acc5: 61.3281 (55.7451)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [53]  [ 580/1251]  eta: 0:05:22  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9215 (4.3577)  acc1: 36.7188 (33.5635)  acc5: 61.7188 (55.8594)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [53]  [ 590/1251]  eta: 0:05:17  lr: 2.952e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.9215 (4.3524)  acc1: 38.2812 (33.6479)  acc5: 63.2812 (55.9598)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [53]  [ 600/1251]  eta: 0:05:12  lr: 2.952e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.9877 (4.3537)  acc1: 37.8906 (33.6139)  acc5: 62.1094 (55.9452)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [53]  [ 610/1251]  eta: 0:05:07  lr: 2.952e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.3271 (4.3515)  acc1: 32.8125 (33.6187)  acc5: 60.9375 (55.9649)  time: 0.4759  data: 0.0005  max mem: 42896
Epoch: [53]  [ 620/1251]  eta: 0:05:03  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.1672 (4.3526)  acc1: 32.8125 (33.5900)  acc5: 58.9844 (55.9273)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [53]  [ 630/1251]  eta: 0:04:58  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.4506 (4.3539)  acc1: 34.3750 (33.5535)  acc5: 56.2500 (55.8730)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [53]  [ 640/1251]  eta: 0:04:53  lr: 2.952e-02  img/s: 5.10e+02  pen: 3.9e-02  loss: 4.0107 (4.3500)  acc1: 37.1094 (33.6090)  acc5: 62.1094 (55.9703)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [53]  [ 650/1251]  eta: 0:04:48  lr: 2.952e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.1026 (4.3516)  acc1: 36.7188 (33.5871)  acc5: 62.1094 (55.9572)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [53]  [ 660/1251]  eta: 0:04:43  lr: 2.952e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.1493 (4.3492)  acc1: 36.7188 (33.6186)  acc5: 56.6406 (56.0000)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [53]  [ 670/1251]  eta: 0:04:38  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.9240 (4.3494)  acc1: 37.1094 (33.5879)  acc5: 62.1094 (55.9776)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [53]  [ 680/1251]  eta: 0:04:34  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.8401 (4.3535)  acc1: 30.4688 (33.5358)  acc5: 53.9062 (55.9208)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [53]  [ 690/1251]  eta: 0:04:29  lr: 2.952e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.8401 (4.3538)  acc1: 32.4219 (33.5350)  acc5: 53.9062 (55.9216)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [53]  [ 700/1251]  eta: 0:04:24  lr: 2.952e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3637 (4.3550)  acc1: 34.3750 (33.5007)  acc5: 58.2031 (55.8934)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [53]  [ 710/1251]  eta: 0:04:19  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.6396 (4.3549)  acc1: 32.4219 (33.4800)  acc5: 55.0781 (55.8720)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [53]  [ 720/1251]  eta: 0:04:14  lr: 2.952e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.4394 (4.3541)  acc1: 36.3281 (33.5076)  acc5: 58.5938 (55.9092)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [53]  [ 730/1251]  eta: 0:04:09  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.0618 (4.3524)  acc1: 35.5469 (33.5093)  acc5: 58.5938 (55.9283)  time: 0.4795  data: 0.0003  max mem: 42896
Epoch: [53]  [ 740/1251]  eta: 0:04:05  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.6883 (4.3561)  acc1: 29.2969 (33.4314)  acc5: 53.1250 (55.8478)  time: 0.4809  data: 0.0003  max mem: 42896
Epoch: [53]  [ 750/1251]  eta: 0:04:00  lr: 2.952e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 4.6409 (4.3566)  acc1: 30.8594 (33.4413)  acc5: 53.5156 (55.8453)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [53]  [ 760/1251]  eta: 0:03:55  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.4561 (4.3568)  acc1: 35.5469 (33.4454)  acc5: 58.2031 (55.8563)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [53]  [ 770/1251]  eta: 0:03:50  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.4284 (4.3549)  acc1: 34.7656 (33.4630)  acc5: 59.7656 (55.8842)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [53]  [ 780/1251]  eta: 0:03:45  lr: 2.952e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4031 (4.3558)  acc1: 36.3281 (33.4657)  acc5: 59.7656 (55.8834)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [53]  [ 790/1251]  eta: 0:03:41  lr: 2.952e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.4400 (4.3566)  acc1: 35.5469 (33.4570)  acc5: 55.4688 (55.8762)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [53]  [ 800/1251]  eta: 0:03:36  lr: 2.952e-02  img/s: 4.96e+02  pen: 4.7e-02  loss: 4.5989 (4.3578)  acc1: 32.0312 (33.4513)  acc5: 51.9531 (55.8608)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [53]  [ 810/1251]  eta: 0:03:31  lr: 2.952e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.3396 (4.3576)  acc1: 33.9844 (33.4478)  acc5: 58.2031 (55.8656)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [53]  [ 820/1251]  eta: 0:03:26  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.8612 (4.3528)  acc1: 38.6719 (33.5210)  acc5: 62.5000 (55.9388)  time: 0.4738  data: 0.0005  max mem: 42896
Epoch: [53]  [ 830/1251]  eta: 0:03:21  lr: 2.952e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.7475 (4.3531)  acc1: 37.8906 (33.5199)  acc5: 62.8906 (55.9388)  time: 0.4741  data: 0.0005  max mem: 42896
Epoch: [53]  [ 840/1251]  eta: 0:03:16  lr: 2.952e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.4528 (4.3543)  acc1: 35.9375 (33.5213)  acc5: 58.5938 (55.9434)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [53]  [ 850/1251]  eta: 0:03:12  lr: 2.952e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.4528 (4.3535)  acc1: 35.9375 (33.5120)  acc5: 57.8125 (55.9383)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [53]  [ 860/1251]  eta: 0:03:07  lr: 2.952e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.7926 (4.3568)  acc1: 29.6875 (33.4821)  acc5: 51.9531 (55.8866)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [53]  [ 870/1251]  eta: 0:03:02  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.7926 (4.3576)  acc1: 30.4688 (33.4709)  acc5: 51.9531 (55.8814)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [53]  [ 880/1251]  eta: 0:02:57  lr: 2.952e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.7438 (4.3583)  acc1: 30.4688 (33.4692)  acc5: 53.5156 (55.8878)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [53]  [ 890/1251]  eta: 0:02:52  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.5289 (4.3582)  acc1: 36.7188 (33.4820)  acc5: 57.8125 (55.8931)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [53]  [ 900/1251]  eta: 0:02:48  lr: 2.952e-02  img/s: 5.39e+02  pen: 3.5e-02  loss: 4.5289 (4.3591)  acc1: 36.7188 (33.4810)  acc5: 57.8125 (55.8685)  time: 0.4771  data: 0.0003  max mem: 42896
Epoch: [53]  [ 910/1251]  eta: 0:02:43  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8907 (4.3546)  acc1: 39.0625 (33.5264)  acc5: 60.9375 (55.9297)  time: 0.4773  data: 0.0003  max mem: 42896
Epoch: [53]  [ 920/1251]  eta: 0:02:38  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8907 (4.3557)  acc1: 39.0625 (33.5004)  acc5: 62.5000 (55.9077)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [53]  [ 930/1251]  eta: 0:02:33  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3050 (4.3560)  acc1: 36.3281 (33.5056)  acc5: 57.8125 (55.9269)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [53]  [ 940/1251]  eta: 0:02:28  lr: 2.952e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.2485 (4.3558)  acc1: 37.1094 (33.5240)  acc5: 58.5938 (55.9519)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [53]  [ 950/1251]  eta: 0:02:24  lr: 2.952e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.0242 (4.3521)  acc1: 37.1094 (33.5592)  acc5: 58.5938 (56.0052)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [53]  [ 960/1251]  eta: 0:02:19  lr: 2.952e-02  img/s: 5.08e+02  pen: 4.3e-02  loss: 3.8391 (4.3516)  acc1: 37.1094 (33.5625)  acc5: 61.7188 (56.0077)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [53]  [ 970/1251]  eta: 0:02:14  lr: 2.952e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.7710 (4.3476)  acc1: 39.8438 (33.6070)  acc5: 64.0625 (56.0529)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [53]  [ 980/1251]  eta: 0:02:09  lr: 2.952e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.8728 (4.3479)  acc1: 37.5000 (33.6105)  acc5: 62.1094 (56.0537)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [53]  [ 990/1251]  eta: 0:02:04  lr: 2.952e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.7415 (4.3495)  acc1: 33.9844 (33.5851)  acc5: 53.9062 (56.0166)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [53]  [1000/1251]  eta: 0:02:00  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.7446 (4.3497)  acc1: 33.5938 (33.5852)  acc5: 53.5156 (56.0096)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [53]  [1010/1251]  eta: 0:01:55  lr: 2.952e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.6585 (4.3493)  acc1: 33.9844 (33.5995)  acc5: 55.0781 (56.0093)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [53]  [1020/1251]  eta: 0:01:50  lr: 2.952e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.1795 (4.3482)  acc1: 33.9844 (33.6098)  acc5: 57.0312 (56.0369)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [53]  [1030/1251]  eta: 0:01:45  lr: 2.952e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.7509 (4.3516)  acc1: 33.2031 (33.5960)  acc5: 55.4688 (56.0022)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [53]  [1040/1251]  eta: 0:01:40  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6972 (4.3528)  acc1: 33.2031 (33.5922)  acc5: 57.0312 (56.0110)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [53]  [1050/1251]  eta: 0:01:36  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.4298 (4.3509)  acc1: 35.1562 (33.5930)  acc5: 58.9844 (56.0289)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [53]  [1060/1251]  eta: 0:01:31  lr: 2.952e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.0667 (4.3533)  acc1: 32.8125 (33.5580)  acc5: 55.0781 (55.9915)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [53]  [1070/1251]  eta: 0:01:26  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.0506 (4.3529)  acc1: 32.8125 (33.5668)  acc5: 55.0781 (55.9925)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [53]  [1080/1251]  eta: 0:01:21  lr: 2.952e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.0296 (4.3533)  acc1: 35.1562 (33.5634)  acc5: 60.5469 (55.9822)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [53]  [1090/1251]  eta: 0:01:17  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4142 (4.3558)  acc1: 28.5156 (33.5157)  acc5: 54.2969 (55.9163)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [53]  [1100/1251]  eta: 0:01:12  lr: 2.952e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 4.7143 (4.3551)  acc1: 34.3750 (33.5490)  acc5: 57.4219 (55.9537)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [53]  [1110/1251]  eta: 0:01:07  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.4243 (4.3548)  acc1: 36.7188 (33.5737)  acc5: 60.5469 (55.9849)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [53]  [1120/1251]  eta: 0:01:02  lr: 2.952e-02  img/s: 5.02e+02  pen: 4.2e-02  loss: 4.4773 (4.3558)  acc1: 36.3281 (33.5728)  acc5: 58.2031 (55.9792)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [53]  [1130/1251]  eta: 0:00:57  lr: 2.952e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.8720 (4.3601)  acc1: 31.2500 (33.5333)  acc5: 54.2969 (55.9302)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [53]  [1140/1251]  eta: 0:00:53  lr: 2.952e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 4.6243 (4.3594)  acc1: 33.9844 (33.5465)  acc5: 55.0781 (55.9600)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [53]  [1150/1251]  eta: 0:00:48  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3552 (4.3600)  acc1: 35.9375 (33.5374)  acc5: 60.1562 (55.9476)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [53]  [1160/1251]  eta: 0:00:43  lr: 2.952e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.2108 (4.3586)  acc1: 35.1562 (33.5746)  acc5: 60.1562 (55.9886)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [53]  [1170/1251]  eta: 0:00:38  lr: 2.952e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 4.1562 (4.3574)  acc1: 36.3281 (33.5874)  acc5: 62.8906 (56.0122)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [53]  [1180/1251]  eta: 0:00:33  lr: 2.952e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3774 (4.3582)  acc1: 34.3750 (33.5895)  acc5: 58.9844 (56.0033)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [53]  [1190/1251]  eta: 0:00:29  lr: 2.952e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.6557 (4.3585)  acc1: 31.6406 (33.5852)  acc5: 55.4688 (55.9906)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [53]  [1200/1251]  eta: 0:00:24  lr: 2.952e-02  img/s: 5.40e+02  pen: 3.5e-02  loss: 4.2037 (4.3589)  acc1: 37.5000 (33.5885)  acc5: 60.1562 (55.9934)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [53]  [1210/1251]  eta: 0:00:19  lr: 2.952e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.3981 (4.3600)  acc1: 37.5000 (33.5960)  acc5: 59.3750 (55.9913)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [53]  [1220/1251]  eta: 0:00:14  lr: 2.952e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.8847 (4.3630)  acc1: 31.6406 (33.5557)  acc5: 52.3438 (55.9397)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [53]  [1230/1251]  eta: 0:00:10  lr: 2.952e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.9832 (4.3634)  acc1: 28.1250 (33.5462)  acc5: 47.2656 (55.9327)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [53]  [1240/1251]  eta: 0:00:05  lr: 2.952e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.6719 (4.3651)  acc1: 32.8125 (33.5217)  acc5: 57.4219 (55.9173)  time: 0.4740  data: 0.0006  max mem: 42896
Epoch: [53]  [1250/1251]  eta: 0:00:00  lr: 2.952e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.8460 (4.3670)  acc1: 29.2969 (33.4929)  acc5: 51.5625 (55.8859)  time: 0.4749  data: 0.0005  max mem: 42896
Epoch: [53] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:55  loss: 2.8877 (2.8877)  acc1: 61.7188 (61.7188)  acc5: 85.9375 (85.9375)  time: 3.5851  data: 3.3340  max mem: 42896
Test:  Total time: 0:00:17
Test:  Acc@1 49.272 Acc@5 74.922 Loss: 3.369
Test: EMA  [ 0/49]  eta: 0:02:33  loss: nan (nan)  acc1: 4.6875 (4.6875)  acc5: 24.2188 (24.2188)  time: 3.1377  data: 2.8880  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 1.190 Acc@5 2.914 Loss: nan
Epoch: [54]  [   0/1251]  eta: 1:18:30  lr: 2.950e-02  img/s: 5.08e+02  pen: 4.0e-02  loss: 4.6719 (4.6719)  acc1: 35.5469 (35.5469)  acc5: 57.8125 (57.8125)  time: 3.7655  data: 3.2615  max mem: 42896
Epoch: [54]  [  10/1251]  eta: 0:16:00  lr: 2.950e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.9410 (4.1342)  acc1: 39.8438 (35.1562)  acc5: 63.6719 (58.4872)  time: 0.7743  data: 0.2969  max mem: 42896
Epoch: [54]  [  20/1251]  eta: 0:12:56  lr: 2.950e-02  img/s: 5.43e+02  pen: 4.0e-02  loss: 4.3019 (4.3124)  acc1: 33.9844 (34.0960)  acc5: 55.8594 (57.1801)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [54]  [  30/1251]  eta: 0:11:50  lr: 2.950e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.8055 (4.4119)  acc1: 32.0312 (31.9934)  acc5: 53.9062 (54.7631)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [54]  [  40/1251]  eta: 0:11:13  lr: 2.950e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.9754 (4.2917)  acc1: 37.1094 (33.7176)  acc5: 62.5000 (56.9646)  time: 0.4783  data: 0.0004  max mem: 42896
Epoch: [54]  [  50/1251]  eta: 0:10:48  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.8418 (4.2583)  acc1: 38.6719 (34.3673)  acc5: 64.4531 (57.6057)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [54]  [  60/1251]  eta: 0:10:30  lr: 2.950e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4124 (4.3344)  acc1: 35.9375 (33.6898)  acc5: 58.5938 (56.7047)  time: 0.4730  data: 0.0004  max mem: 42896
Epoch: [54]  [  70/1251]  eta: 0:10:16  lr: 2.950e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.6234 (4.3484)  acc1: 32.8125 (33.6488)  acc5: 55.4688 (56.6626)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [54]  [  80/1251]  eta: 0:10:04  lr: 2.950e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.2530 (4.3442)  acc1: 34.7656 (33.7191)  acc5: 60.9375 (56.7033)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [54]  [  90/1251]  eta: 0:09:53  lr: 2.950e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.5512 (4.3486)  acc1: 35.1562 (33.5980)  acc5: 60.5469 (56.5161)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [54]  [ 100/1251]  eta: 0:09:44  lr: 2.950e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 4.0657 (4.3226)  acc1: 37.5000 (33.9109)  acc5: 61.7188 (56.7102)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [54]  [ 110/1251]  eta: 0:09:36  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.7454 (4.3147)  acc1: 36.7188 (33.8471)  acc5: 61.7188 (56.6406)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [54]  [ 120/1251]  eta: 0:09:28  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.4390 (4.3386)  acc1: 32.8125 (33.7035)  acc5: 55.8594 (56.3113)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [54]  [ 130/1251]  eta: 0:09:21  lr: 2.950e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.5964 (4.3463)  acc1: 35.1562 (33.6444)  acc5: 57.0312 (56.0920)  time: 0.4761  data: 0.0005  max mem: 42896
Epoch: [54]  [ 140/1251]  eta: 0:09:13  lr: 2.950e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.4078 (4.3467)  acc1: 36.3281 (33.6048)  acc5: 58.5938 (55.9924)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [54]  [ 150/1251]  eta: 0:09:07  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.6779 (4.3802)  acc1: 26.5625 (33.2186)  acc5: 50.7812 (55.6059)  time: 0.4735  data: 0.0004  max mem: 42896
Epoch: [54]  [ 160/1251]  eta: 0:09:00  lr: 2.950e-02  img/s: 5.09e+02  pen: 3.7e-02  loss: 4.8523 (4.3719)  acc1: 26.5625 (33.3050)  acc5: 50.7812 (55.7599)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [54]  [ 170/1251]  eta: 0:08:54  lr: 2.950e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.1281 (4.3640)  acc1: 32.8125 (33.4590)  acc5: 58.9844 (55.9256)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [54]  [ 180/1251]  eta: 0:08:48  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5701 (4.3786)  acc1: 32.8125 (33.2614)  acc5: 58.2031 (55.7364)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [54]  [ 190/1251]  eta: 0:08:42  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.6960 (4.3821)  acc1: 30.4688 (33.2174)  acc5: 57.4219 (55.7039)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [54]  [ 200/1251]  eta: 0:08:36  lr: 2.950e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.6697 (4.3775)  acc1: 33.9844 (33.2847)  acc5: 57.8125 (55.7836)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [54]  [ 210/1251]  eta: 0:08:30  lr: 2.950e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 3.9912 (4.3613)  acc1: 37.1094 (33.4623)  acc5: 64.0625 (56.0075)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [54]  [ 220/1251]  eta: 0:08:25  lr: 2.950e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.0368 (4.3646)  acc1: 35.9375 (33.3781)  acc5: 60.1562 (55.9265)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [54]  [ 230/1251]  eta: 0:08:19  lr: 2.950e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 4.6366 (4.3768)  acc1: 31.6406 (33.1575)  acc5: 53.5156 (55.6294)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [54]  [ 240/1251]  eta: 0:08:14  lr: 2.950e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.7531 (4.3758)  acc1: 32.4219 (33.2047)  acc5: 53.5156 (55.7346)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [54]  [ 250/1251]  eta: 0:08:08  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.3549 (4.3684)  acc1: 37.1094 (33.3603)  acc5: 58.5938 (55.8843)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [54]  [ 260/1251]  eta: 0:08:03  lr: 2.950e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.5780 (4.3698)  acc1: 35.1562 (33.4007)  acc5: 57.0312 (55.9611)  time: 0.4807  data: 0.0004  max mem: 42896
Epoch: [54]  [ 270/1251]  eta: 0:07:58  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.6289 (4.3680)  acc1: 35.5469 (33.3732)  acc5: 57.0312 (55.9646)  time: 0.4808  data: 0.0004  max mem: 42896
Epoch: [54]  [ 280/1251]  eta: 0:07:53  lr: 2.950e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.9695 (4.3632)  acc1: 35.5469 (33.3922)  acc5: 57.8125 (56.0109)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [54]  [ 290/1251]  eta: 0:07:47  lr: 2.950e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.4379 (4.3658)  acc1: 33.9844 (33.3843)  acc5: 58.5938 (56.0097)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [54]  [ 300/1251]  eta: 0:07:42  lr: 2.950e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.4978 (4.3677)  acc1: 35.5469 (33.3537)  acc5: 58.5938 (55.9295)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [54]  [ 310/1251]  eta: 0:07:37  lr: 2.950e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.2727 (4.3585)  acc1: 38.2812 (33.4581)  acc5: 61.3281 (56.0365)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [54]  [ 320/1251]  eta: 0:07:32  lr: 2.950e-02  img/s: 5.10e+02  pen: 4.6e-02  loss: 3.8452 (4.3569)  acc1: 37.8906 (33.4112)  acc5: 61.7188 (55.9312)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [54]  [ 330/1251]  eta: 0:07:26  lr: 2.950e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.1601 (4.3534)  acc1: 35.9375 (33.4840)  acc5: 59.7656 (56.0199)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [54]  [ 340/1251]  eta: 0:07:21  lr: 2.950e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.8373 (4.3646)  acc1: 32.4219 (33.3876)  acc5: 55.0781 (55.8983)  time: 0.4734  data: 0.0004  max mem: 42896
Epoch: [54]  [ 350/1251]  eta: 0:07:16  lr: 2.950e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.8623 (4.3643)  acc1: 31.6406 (33.4346)  acc5: 55.0781 (55.9384)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [54]  [ 360/1251]  eta: 0:07:11  lr: 2.950e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.9244 (4.3547)  acc1: 39.8438 (33.5699)  acc5: 63.6719 (56.1115)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [54]  [ 370/1251]  eta: 0:07:06  lr: 2.950e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.8516 (4.3504)  acc1: 39.8438 (33.6622)  acc5: 64.0625 (56.1984)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [54]  [ 380/1251]  eta: 0:07:01  lr: 2.950e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.1767 (4.3529)  acc1: 35.9375 (33.6050)  acc5: 59.7656 (56.1372)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [54]  [ 390/1251]  eta: 0:06:56  lr: 2.950e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.5460 (4.3584)  acc1: 34.3750 (33.5678)  acc5: 53.5156 (56.0452)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [54]  [ 400/1251]  eta: 0:06:51  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.6553 (4.3641)  acc1: 30.8594 (33.4895)  acc5: 51.5625 (55.9207)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [54]  [ 410/1251]  eta: 0:06:46  lr: 2.950e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3609 (4.3544)  acc1: 37.5000 (33.6346)  acc5: 59.3750 (56.0704)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [54]  [ 420/1251]  eta: 0:06:41  lr: 2.950e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.1858 (4.3538)  acc1: 37.8906 (33.6309)  acc5: 61.3281 (56.0663)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [54]  [ 430/1251]  eta: 0:06:36  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.3801 (4.3536)  acc1: 36.7188 (33.6409)  acc5: 59.7656 (56.1168)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [54]  [ 440/1251]  eta: 0:06:31  lr: 2.950e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.6596 (4.3593)  acc1: 31.2500 (33.5707)  acc5: 54.6875 (56.0418)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [54]  [ 450/1251]  eta: 0:06:26  lr: 2.950e-02  img/s: 5.40e+02  pen: 6.5e-02  loss: 4.4302 (4.3604)  acc1: 34.3750 (33.5444)  acc5: 56.6406 (56.0040)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [54]  [ 460/1251]  eta: 0:06:21  lr: 2.950e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.6985 (4.3682)  acc1: 30.8594 (33.4082)  acc5: 51.5625 (55.8195)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [54]  [ 470/1251]  eta: 0:06:16  lr: 2.950e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.4987 (4.3653)  acc1: 33.9844 (33.4760)  acc5: 59.7656 (55.9125)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [54]  [ 480/1251]  eta: 0:06:11  lr: 2.950e-02  img/s: 5.08e+02  pen: 4.3e-02  loss: 4.0795 (4.3602)  acc1: 37.8906 (33.5694)  acc5: 62.1094 (56.0047)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [54]  [ 490/1251]  eta: 0:06:06  lr: 2.950e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.2560 (4.3634)  acc1: 35.5469 (33.5229)  acc5: 55.8594 (55.9286)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [54]  [ 500/1251]  eta: 0:06:01  lr: 2.950e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.7560 (4.3714)  acc1: 30.4688 (33.4433)  acc5: 50.3906 (55.8453)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [54]  [ 510/1251]  eta: 0:05:56  lr: 2.950e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.6483 (4.3685)  acc1: 32.8125 (33.4890)  acc5: 57.0312 (55.8930)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [54]  [ 520/1251]  eta: 0:05:51  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8340 (4.3657)  acc1: 40.6250 (33.5120)  acc5: 61.7188 (55.9149)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [54]  [ 530/1251]  eta: 0:05:47  lr: 2.950e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.7427 (4.3589)  acc1: 40.6250 (33.5835)  acc5: 64.8438 (56.0271)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [54]  [ 540/1251]  eta: 0:05:42  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.5135 (4.3504)  acc1: 40.2344 (33.6761)  acc5: 64.8438 (56.1511)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [54]  [ 550/1251]  eta: 0:05:37  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.8361 (4.3470)  acc1: 39.4531 (33.7086)  acc5: 62.5000 (56.1919)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [54]  [ 560/1251]  eta: 0:05:32  lr: 2.950e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.9812 (4.3464)  acc1: 38.2812 (33.7121)  acc5: 62.5000 (56.1943)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [54]  [ 570/1251]  eta: 0:05:27  lr: 2.950e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.8909 (4.3430)  acc1: 38.2812 (33.7737)  acc5: 59.7656 (56.2432)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [54]  [ 580/1251]  eta: 0:05:22  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.9476 (4.3432)  acc1: 37.8906 (33.7363)  acc5: 59.7656 (56.2043)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [54]  [ 590/1251]  eta: 0:05:17  lr: 2.950e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.7673 (4.3510)  acc1: 30.4688 (33.6499)  acc5: 55.4688 (56.0940)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [54]  [ 600/1251]  eta: 0:05:12  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.1746 (4.3437)  acc1: 35.1562 (33.7484)  acc5: 58.9844 (56.1759)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [54]  [ 610/1251]  eta: 0:05:08  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.7080 (4.3396)  acc1: 40.6250 (33.8162)  acc5: 63.6719 (56.2692)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [54]  [ 620/1251]  eta: 0:05:03  lr: 2.950e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.1781 (4.3411)  acc1: 37.5000 (33.7843)  acc5: 62.8906 (56.2387)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [54]  [ 630/1251]  eta: 0:04:58  lr: 2.950e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.9502 (4.3362)  acc1: 37.1094 (33.8401)  acc5: 60.1562 (56.3200)  time: 0.4734  data: 0.0004  max mem: 42896
Epoch: [54]  [ 640/1251]  eta: 0:04:53  lr: 2.950e-02  img/s: 5.11e+02  pen: 4.7e-02  loss: 3.7305 (4.3354)  acc1: 37.1094 (33.8521)  acc5: 62.5000 (56.3201)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [54]  [ 650/1251]  eta: 0:04:48  lr: 2.950e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 3.5597 (4.3344)  acc1: 38.6719 (33.8374)  acc5: 62.5000 (56.2860)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [54]  [ 660/1251]  eta: 0:04:43  lr: 2.950e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.4324 (4.3377)  acc1: 28.9062 (33.8089)  acc5: 51.1719 (56.2518)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [54]  [ 670/1251]  eta: 0:04:38  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2247 (4.3324)  acc1: 35.5469 (33.8441)  acc5: 57.8125 (56.3076)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [54]  [ 680/1251]  eta: 0:04:34  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.2247 (4.3336)  acc1: 33.5938 (33.8507)  acc5: 58.2031 (56.3211)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [54]  [ 690/1251]  eta: 0:04:29  lr: 2.950e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.2210 (4.3292)  acc1: 36.7188 (33.9069)  acc5: 60.5469 (56.3783)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [54]  [ 700/1251]  eta: 0:04:24  lr: 2.950e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.3960 (4.3338)  acc1: 36.7188 (33.8919)  acc5: 60.5469 (56.3431)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [54]  [ 710/1251]  eta: 0:04:19  lr: 2.950e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.6558 (4.3375)  acc1: 34.7656 (33.9003)  acc5: 57.4219 (56.3385)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [54]  [ 720/1251]  eta: 0:04:14  lr: 2.950e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.8779 (4.3428)  acc1: 31.2500 (33.8397)  acc5: 55.0781 (56.2511)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [54]  [ 730/1251]  eta: 0:04:09  lr: 2.950e-02  img/s: 5.35e+02  pen: 4.3e-02  loss: 4.1397 (4.3375)  acc1: 36.3281 (33.8994)  acc5: 60.1562 (56.3355)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [54]  [ 740/1251]  eta: 0:04:05  lr: 2.950e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.3620 (4.3409)  acc1: 36.3281 (33.8536)  acc5: 60.5469 (56.2943)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [54]  [ 750/1251]  eta: 0:04:00  lr: 2.950e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.6962 (4.3441)  acc1: 30.0781 (33.7815)  acc5: 54.6875 (56.2105)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [54]  [ 760/1251]  eta: 0:03:55  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3435 (4.3413)  acc1: 35.5469 (33.8422)  acc5: 58.5938 (56.2757)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [54]  [ 770/1251]  eta: 0:03:50  lr: 2.950e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.5458 (4.3425)  acc1: 34.7656 (33.8293)  acc5: 58.5938 (56.2753)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [54]  [ 780/1251]  eta: 0:03:45  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.5788 (4.3439)  acc1: 33.2031 (33.8303)  acc5: 56.6406 (56.2760)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [54]  [ 790/1251]  eta: 0:03:40  lr: 2.950e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.0935 (4.3393)  acc1: 38.6719 (33.8792)  acc5: 62.1094 (56.3468)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [54]  [ 800/1251]  eta: 0:03:36  lr: 2.950e-02  img/s: 5.11e+02  pen: 4.3e-02  loss: 4.2133 (4.3417)  acc1: 38.2812 (33.8678)  acc5: 62.8906 (56.3349)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [54]  [ 810/1251]  eta: 0:03:31  lr: 2.950e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.2150 (4.3394)  acc1: 39.4531 (33.8943)  acc5: 62.5000 (56.3526)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [54]  [ 820/1251]  eta: 0:03:26  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0314 (4.3372)  acc1: 39.4531 (33.9168)  acc5: 59.7656 (56.3951)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [54]  [ 830/1251]  eta: 0:03:21  lr: 2.950e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.3792 (4.3387)  acc1: 36.3281 (33.9270)  acc5: 59.7656 (56.4079)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [54]  [ 840/1251]  eta: 0:03:16  lr: 2.950e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.2647 (4.3372)  acc1: 37.5000 (33.9663)  acc5: 61.3281 (56.4618)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [54]  [ 850/1251]  eta: 0:03:12  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.9282 (4.3370)  acc1: 40.6250 (33.9798)  acc5: 62.8906 (56.4639)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [54]  [ 860/1251]  eta: 0:03:07  lr: 2.950e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.8853 (4.3356)  acc1: 36.7188 (33.9826)  acc5: 61.3281 (56.4678)  time: 0.4734  data: 0.0004  max mem: 42896
Epoch: [54]  [ 870/1251]  eta: 0:03:02  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7002 (4.3337)  acc1: 33.5938 (33.9826)  acc5: 58.9844 (56.4904)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [54]  [ 880/1251]  eta: 0:02:57  lr: 2.950e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.7002 (4.3321)  acc1: 34.7656 (33.9928)  acc5: 60.1562 (56.4806)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [54]  [ 890/1251]  eta: 0:02:52  lr: 2.950e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.2918 (4.3296)  acc1: 38.2812 (34.0431)  acc5: 60.1562 (56.5389)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [54]  [ 900/1251]  eta: 0:02:48  lr: 2.950e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2918 (4.3285)  acc1: 37.8906 (34.0403)  acc5: 60.1562 (56.5383)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [54]  [ 910/1251]  eta: 0:02:43  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.7677 (4.3251)  acc1: 38.6719 (34.0937)  acc5: 60.9375 (56.5879)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [54]  [ 920/1251]  eta: 0:02:38  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.9121 (4.3246)  acc1: 38.6719 (34.0777)  acc5: 61.3281 (56.5711)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [54]  [ 930/1251]  eta: 0:02:33  lr: 2.950e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.8632 (4.3257)  acc1: 34.3750 (34.0628)  acc5: 55.0781 (56.5500)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [54]  [ 940/1251]  eta: 0:02:28  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.5909 (4.3221)  acc1: 40.2344 (34.1043)  acc5: 63.2812 (56.5958)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [54]  [ 950/1251]  eta: 0:02:24  lr: 2.950e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.2813 (4.3230)  acc1: 40.2344 (34.1191)  acc5: 62.5000 (56.6111)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [54]  [ 960/1251]  eta: 0:02:19  lr: 2.950e-02  img/s: 5.08e+02  pen: 4.5e-02  loss: 4.4340 (4.3232)  acc1: 34.3750 (34.1177)  acc5: 60.5469 (56.6219)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [54]  [ 970/1251]  eta: 0:02:14  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7882 (4.3203)  acc1: 39.8438 (34.1751)  acc5: 64.0625 (56.6877)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [54]  [ 980/1251]  eta: 0:02:09  lr: 2.950e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.2317 (4.3212)  acc1: 35.1562 (34.1508)  acc5: 60.5469 (56.6792)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [54]  [ 990/1251]  eta: 0:02:04  lr: 2.950e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2317 (4.3182)  acc1: 35.9375 (34.2102)  acc5: 60.5469 (56.7344)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [54]  [1000/1251]  eta: 0:02:00  lr: 2.950e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.9171 (4.3148)  acc1: 39.4531 (34.2123)  acc5: 63.2812 (56.7456)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [54]  [1010/1251]  eta: 0:01:55  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.4950 (4.3130)  acc1: 39.8438 (34.2398)  acc5: 64.0625 (56.7658)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [54]  [1020/1251]  eta: 0:01:50  lr: 2.950e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.9906 (4.3148)  acc1: 35.9375 (34.1971)  acc5: 62.1094 (56.7198)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [54]  [1030/1251]  eta: 0:01:45  lr: 2.950e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.1439 (4.3138)  acc1: 36.7188 (34.2136)  acc5: 62.1094 (56.7395)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [54]  [1040/1251]  eta: 0:01:40  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.2850 (4.3155)  acc1: 35.1562 (34.2099)  acc5: 58.9844 (56.7401)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [54]  [1050/1251]  eta: 0:01:36  lr: 2.950e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.6532 (4.3169)  acc1: 32.4219 (34.1851)  acc5: 57.8125 (56.7098)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [54]  [1060/1251]  eta: 0:01:31  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.6532 (4.3181)  acc1: 32.4219 (34.1891)  acc5: 56.2500 (56.7113)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [54]  [1070/1251]  eta: 0:01:26  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.8698 (4.3206)  acc1: 30.4688 (34.1507)  acc5: 53.5156 (56.6581)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [54]  [1080/1251]  eta: 0:01:21  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4300 (4.3210)  acc1: 28.9062 (34.1390)  acc5: 51.9531 (56.6435)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [54]  [1090/1251]  eta: 0:01:16  lr: 2.950e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.2138 (4.3204)  acc1: 35.5469 (34.1419)  acc5: 58.5938 (56.6388)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [54]  [1100/1251]  eta: 0:01:12  lr: 2.950e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.0458 (4.3182)  acc1: 36.3281 (34.1476)  acc5: 62.5000 (56.6385)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [54]  [1110/1251]  eta: 0:01:07  lr: 2.950e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.4499 (4.3210)  acc1: 33.9844 (34.1285)  acc5: 56.6406 (56.6058)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [54]  [1120/1251]  eta: 0:01:02  lr: 2.950e-02  img/s: 5.10e+02  pen: 4.4e-02  loss: 4.6475 (4.3234)  acc1: 33.9844 (34.1224)  acc5: 56.6406 (56.5995)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [54]  [1130/1251]  eta: 0:00:57  lr: 2.950e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.3781 (4.3228)  acc1: 35.9375 (34.1381)  acc5: 59.7656 (56.6082)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [54]  [1140/1251]  eta: 0:00:53  lr: 2.950e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 3.7511 (4.3205)  acc1: 36.7188 (34.1590)  acc5: 60.1562 (56.6355)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [54]  [1150/1251]  eta: 0:00:48  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.0702 (4.3210)  acc1: 34.7656 (34.1395)  acc5: 60.9375 (56.6186)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [54]  [1160/1251]  eta: 0:00:43  lr: 2.950e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.7167 (4.3242)  acc1: 31.6406 (34.1072)  acc5: 55.4688 (56.5935)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [54]  [1170/1251]  eta: 0:00:38  lr: 2.950e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 4.5925 (4.3237)  acc1: 32.0312 (34.0951)  acc5: 55.4688 (56.5856)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [54]  [1180/1251]  eta: 0:00:33  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.9055 (4.3215)  acc1: 37.1094 (34.1187)  acc5: 63.2812 (56.6201)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [54]  [1190/1251]  eta: 0:00:29  lr: 2.950e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.1056 (4.3223)  acc1: 37.1094 (34.1129)  acc5: 62.1094 (56.6052)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [54]  [1200/1251]  eta: 0:00:24  lr: 2.950e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.2521 (4.3222)  acc1: 37.5000 (34.1184)  acc5: 57.8125 (56.6019)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [54]  [1210/1251]  eta: 0:00:19  lr: 2.950e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.3731 (4.3238)  acc1: 35.5469 (34.1147)  acc5: 58.2031 (56.5910)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [54]  [1220/1251]  eta: 0:00:14  lr: 2.950e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.3651 (4.3223)  acc1: 37.1094 (34.1386)  acc5: 58.9844 (56.6211)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [54]  [1230/1251]  eta: 0:00:10  lr: 2.950e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.3651 (4.3235)  acc1: 35.9375 (34.1157)  acc5: 57.0312 (56.5962)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [54]  [1240/1251]  eta: 0:00:05  lr: 2.950e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.4401 (4.3243)  acc1: 35.5469 (34.1197)  acc5: 57.0312 (56.5909)  time: 0.4744  data: 0.0006  max mem: 42896
Epoch: [54]  [1250/1251]  eta: 0:00:00  lr: 2.950e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.7482 (4.3276)  acc1: 32.8125 (34.0849)  acc5: 53.9062 (56.5632)  time: 0.4751  data: 0.0005  max mem: 42896
Epoch: [54] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:03:00  loss: 2.6813 (2.6813)  acc1: 71.0938 (71.0938)  acc5: 89.8438 (89.8438)  time: 3.6809  data: 3.4317  max mem: 42896
Test:  Total time: 0:00:17
Test:  Acc@1 50.368 Acc@5 75.716 Loss: 3.308
Test: EMA  [ 0/49]  eta: 0:02:18  loss: nan (nan)  acc1: 4.6875 (4.6875)  acc5: 24.6094 (24.6094)  time: 2.8191  data: 2.5692  max mem: 42896
Test: EMA Total time: 0:00:17
Test: EMA Acc@1 1.394 Acc@5 3.380 Loss: nan
Epoch: [55]  [   0/1251]  eta: 1:23:47  lr: 2.948e-02  img/s: 5.04e+02  pen: 4.2e-02  loss: 3.5678 (3.5678)  acc1: 43.3594 (43.3594)  acc5: 65.2344 (65.2344)  time: 4.0184  data: 3.5105  max mem: 42896
Epoch: [55]  [  10/1251]  eta: 0:16:29  lr: 2.948e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3449 (4.2759)  acc1: 40.2344 (36.6122)  acc5: 62.5000 (58.3452)  time: 0.7970  data: 0.3194  max mem: 42896
Epoch: [55]  [  20/1251]  eta: 0:13:11  lr: 2.948e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.3449 (4.2765)  acc1: 37.8906 (34.5424)  acc5: 62.1094 (56.9010)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [55]  [  30/1251]  eta: 0:11:58  lr: 2.948e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 3.8626 (4.2536)  acc1: 37.5000 (34.1104)  acc5: 60.9375 (56.6280)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [55]  [  40/1251]  eta: 0:11:19  lr: 2.948e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.0337 (4.2507)  acc1: 38.2812 (34.3274)  acc5: 60.9375 (56.8598)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [55]  [  50/1251]  eta: 0:10:53  lr: 2.948e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.4022 (4.3049)  acc1: 37.5000 (33.5861)  acc5: 57.4219 (56.0738)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [55]  [  60/1251]  eta: 0:10:34  lr: 2.948e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.4022 (4.3075)  acc1: 37.5000 (33.9908)  acc5: 57.8125 (56.6150)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [55]  [  70/1251]  eta: 0:10:19  lr: 2.948e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.0252 (4.2817)  acc1: 37.5000 (34.0944)  acc5: 64.0625 (56.8607)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [55]  [  80/1251]  eta: 0:10:07  lr: 2.948e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.6071 (4.2506)  acc1: 39.8438 (34.7656)  acc5: 63.2812 (57.6389)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [55]  [  90/1251]  eta: 0:09:56  lr: 2.948e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.4337 (4.2957)  acc1: 37.5000 (34.1174)  acc5: 60.9375 (56.8166)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [55]  [ 100/1251]  eta: 0:09:47  lr: 2.948e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.4200 (4.2795)  acc1: 33.9844 (34.5916)  acc5: 56.2500 (57.3445)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [55]  [ 110/1251]  eta: 0:09:38  lr: 2.948e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.8431 (4.2504)  acc1: 38.2812 (34.7727)  acc5: 64.0625 (57.5239)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [55]  [ 120/1251]  eta: 0:09:30  lr: 2.948e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.2884 (4.2786)  acc1: 35.9375 (34.2168)  acc5: 58.2031 (56.8472)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [55]  [ 130/1251]  eta: 0:09:22  lr: 2.948e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2712 (4.2717)  acc1: 34.7656 (34.3362)  acc5: 58.2031 (57.0491)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [55]  [ 140/1251]  eta: 0:09:15  lr: 2.948e-02  img/s: 5.38e+02  pen: 5.2e-02  loss: 4.2453 (4.2809)  acc1: 37.1094 (34.2448)  acc5: 60.9375 (56.9094)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [55]  [ 150/1251]  eta: 0:09:08  lr: 2.948e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.0833 (4.2644)  acc1: 37.1094 (34.3853)  acc5: 61.7188 (57.1089)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [55]  [ 160/1251]  eta: 0:09:02  lr: 2.948e-02  img/s: 4.99e+02  pen: 4.2e-02  loss: 4.2175 (4.2700)  acc1: 36.7188 (34.3338)  acc5: 61.7188 (57.0968)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [55]  [ 170/1251]  eta: 0:08:55  lr: 2.948e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3870 (4.2752)  acc1: 35.5469 (34.3453)  acc5: 59.3750 (57.0335)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [55]  [ 180/1251]  eta: 0:08:49  lr: 2.948e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.8985 (4.2628)  acc1: 38.2812 (34.5520)  acc5: 62.5000 (57.3140)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [55]  [ 190/1251]  eta: 0:08:43  lr: 2.948e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.1640 (4.2728)  acc1: 38.6719 (34.4813)  acc5: 62.1094 (57.1437)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [55]  [ 200/1251]  eta: 0:08:37  lr: 2.948e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3731 (4.2654)  acc1: 38.6719 (34.6238)  acc5: 62.1094 (57.3519)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [55]  [ 210/1251]  eta: 0:08:31  lr: 2.948e-02  img/s: 5.39e+02  pen: 5.1e-02  loss: 4.3509 (4.2670)  acc1: 36.3281 (34.5564)  acc5: 62.1094 (57.2812)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [55]  [ 220/1251]  eta: 0:08:26  lr: 2.948e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.0881 (4.2585)  acc1: 36.3281 (34.6419)  acc5: 61.7188 (57.3971)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [55]  [ 230/1251]  eta: 0:08:20  lr: 2.948e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.0881 (4.2635)  acc1: 36.3281 (34.5407)  acc5: 60.9375 (57.2359)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [55]  [ 240/1251]  eta: 0:08:14  lr: 2.948e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.4360 (4.2662)  acc1: 35.9375 (34.6116)  acc5: 57.8125 (57.2614)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [55]  [ 250/1251]  eta: 0:08:09  lr: 2.948e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.6159 (4.2804)  acc1: 36.3281 (34.5073)  acc5: 56.2500 (57.1184)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [55]  [ 260/1251]  eta: 0:08:04  lr: 2.948e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.4824 (4.2833)  acc1: 36.3281 (34.5202)  acc5: 56.2500 (57.1240)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [55]  [ 270/1251]  eta: 0:07:58  lr: 2.948e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3565 (4.2851)  acc1: 36.7188 (34.5018)  acc5: 61.3281 (57.1480)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [55]  [ 280/1251]  eta: 0:07:53  lr: 2.948e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3033 (4.2824)  acc1: 38.2812 (34.5821)  acc5: 60.1562 (57.2245)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [55]  [ 290/1251]  eta: 0:07:48  lr: 2.948e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3033 (4.2772)  acc1: 38.2812 (34.6462)  acc5: 60.9375 (57.3078)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [55]  [ 300/1251]  eta: 0:07:42  lr: 2.948e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.7630 (4.2764)  acc1: 35.5469 (34.6229)  acc5: 60.9375 (57.2233)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [55]  [ 310/1251]  eta: 0:07:37  lr: 2.948e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.8909 (4.2937)  acc1: 28.9062 (34.4541)  acc5: 51.9531 (57.0061)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [55]  [ 320/1251]  eta: 0:07:32  lr: 2.948e-02  img/s: 5.08e+02  pen: 4.8e-02  loss: 4.6189 (4.2884)  acc1: 33.2031 (34.4943)  acc5: 53.9062 (57.0507)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [55]  [ 330/1251]  eta: 0:07:27  lr: 2.948e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.7101 (4.2856)  acc1: 36.3281 (34.4824)  acc5: 62.1094 (57.0667)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [55]  [ 340/1251]  eta: 0:07:22  lr: 2.948e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.1054 (4.2894)  acc1: 36.3281 (34.4575)  acc5: 61.7188 (57.0358)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [55]  [ 350/1251]  eta: 0:07:17  lr: 2.948e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.7994 (4.2720)  acc1: 39.8438 (34.6788)  acc5: 64.0625 (57.2783)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [55]  [ 360/1251]  eta: 0:07:12  lr: 2.948e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 3.7994 (4.2786)  acc1: 40.2344 (34.6542)  acc5: 63.2812 (57.2022)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [55]  [ 370/1251]  eta: 0:07:07  lr: 2.948e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.5511 (4.2835)  acc1: 31.2500 (34.5856)  acc5: 53.1250 (57.1113)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [55]  [ 380/1251]  eta: 0:07:01  lr: 2.948e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.7921 (4.2916)  acc1: 31.2500 (34.5185)  acc5: 54.6875 (57.0354)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [55]  [ 390/1251]  eta: 0:06:56  lr: 2.948e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2808 (4.2855)  acc1: 34.7656 (34.6088)  acc5: 60.1562 (57.1282)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [55]  [ 400/1251]  eta: 0:06:51  lr: 2.948e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.5780 (4.3026)  acc1: 31.2500 (34.4373)  acc5: 56.6406 (56.9163)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [55]  [ 410/1251]  eta: 0:06:46  lr: 2.948e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.9223 (4.3113)  acc1: 28.5156 (34.2952)  acc5: 50.0000 (56.7423)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [55]  [ 420/1251]  eta: 0:06:41  lr: 2.948e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.9286 (4.3214)  acc1: 28.5156 (34.1300)  acc5: 47.2656 (56.5228)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [55]  [ 430/1251]  eta: 0:06:36  lr: 2.948e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.8075 (4.3190)  acc1: 31.6406 (34.1711)  acc5: 54.2969 (56.5645)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [55]  [ 440/1251]  eta: 0:06:31  lr: 2.948e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.7032 (4.3238)  acc1: 33.2031 (34.1057)  acc5: 55.4688 (56.4998)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [55]  [ 450/1251]  eta: 0:06:26  lr: 2.948e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.3598 (4.3185)  acc1: 33.9844 (34.1394)  acc5: 61.3281 (56.5246)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [55]  [ 460/1251]  eta: 0:06:22  lr: 2.948e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.1449 (4.3173)  acc1: 39.0625 (34.1572)  acc5: 62.1094 (56.5745)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [55]  [ 470/1251]  eta: 0:06:17  lr: 2.948e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1449 (4.3152)  acc1: 37.8906 (34.1751)  acc5: 63.2812 (56.6199)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [55]  [ 480/1251]  eta: 0:06:12  lr: 2.948e-02  img/s: 5.09e+02  pen: 4.4e-02  loss: 4.1549 (4.3153)  acc1: 35.5469 (34.2004)  acc5: 60.1562 (56.6593)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [55]  [ 490/1251]  eta: 0:06:07  lr: 2.948e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.6575 (4.3213)  acc1: 32.4219 (34.1292)  acc5: 55.8594 (56.5794)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [55]  [ 500/1251]  eta: 0:06:02  lr: 2.948e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.7705 (4.3189)  acc1: 28.1250 (34.1380)  acc5: 51.1719 (56.5837)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [55]  [ 510/1251]  eta: 0:05:57  lr: 2.948e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.7617 (4.3255)  acc1: 28.1250 (34.0547)  acc5: 49.2188 (56.4564)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [55]  [ 520/1251]  eta: 0:05:52  lr: 2.948e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4593 (4.3269)  acc1: 34.3750 (34.0106)  acc5: 50.3906 (56.4074)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [55]  [ 530/1251]  eta: 0:05:47  lr: 2.948e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 4.2897 (4.3283)  acc1: 35.1562 (34.0241)  acc5: 58.9844 (56.4288)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [55]  [ 540/1251]  eta: 0:05:42  lr: 2.948e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3358 (4.3279)  acc1: 35.1562 (34.0342)  acc5: 60.5469 (56.4247)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [55]  [ 550/1251]  eta: 0:05:37  lr: 2.948e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.3819 (4.3285)  acc1: 33.5938 (34.0156)  acc5: 55.4688 (56.4145)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [55]  [ 560/1251]  eta: 0:05:32  lr: 2.948e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.9525 (4.3260)  acc1: 35.9375 (34.0463)  acc5: 55.4688 (56.4192)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [55]  [ 570/1251]  eta: 0:05:27  lr: 2.948e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8516 (4.3236)  acc1: 39.4531 (34.0665)  acc5: 63.6719 (56.4675)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [55]  [ 580/1251]  eta: 0:05:22  lr: 2.948e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.2894 (4.3300)  acc1: 32.8125 (33.9817)  acc5: 57.0312 (56.3609)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [55]  [ 590/1251]  eta: 0:05:18  lr: 2.948e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.7922 (4.3301)  acc1: 29.6875 (33.9645)  acc5: 49.2188 (56.3306)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [55]  [ 600/1251]  eta: 0:05:13  lr: 2.948e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.7922 (4.3371)  acc1: 27.3438 (33.8596)  acc5: 50.0000 (56.2000)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [55]  [ 610/1251]  eta: 0:05:08  lr: 2.948e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.8126 (4.3350)  acc1: 30.8594 (33.8687)  acc5: 50.0000 (56.2059)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [55]  [ 620/1251]  eta: 0:05:03  lr: 2.948e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.1462 (4.3341)  acc1: 36.7188 (33.9089)  acc5: 58.2031 (56.2456)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [55]  [ 630/1251]  eta: 0:04:58  lr: 2.948e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.5894 (4.3419)  acc1: 33.9844 (33.8426)  acc5: 55.0781 (56.1633)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [55]  [ 640/1251]  eta: 0:04:53  lr: 2.948e-02  img/s: 5.07e+02  pen: 4.2e-02  loss: 4.7994 (4.3428)  acc1: 28.9062 (33.8150)  acc5: 53.9062 (56.1165)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [55]  [ 650/1251]  eta: 0:04:48  lr: 2.948e-02  img/s: 5.37e+02  pen: 4.6e-02  loss: 4.0570 (4.3422)  acc1: 37.1094 (33.8224)  acc5: 57.4219 (56.1174)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [55]  [ 660/1251]  eta: 0:04:44  lr: 2.948e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2186 (4.3433)  acc1: 37.1094 (33.7899)  acc5: 57.4219 (56.0644)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [55]  [ 670/1251]  eta: 0:04:39  lr: 2.948e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 4.3477 (4.3433)  acc1: 33.5938 (33.7463)  acc5: 57.0312 (56.0363)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [55]  [ 680/1251]  eta: 0:04:34  lr: 2.948e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 4.9079 (4.3478)  acc1: 32.4219 (33.6970)  acc5: 51.1719 (55.9643)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [55]  [ 690/1251]  eta: 0:04:29  lr: 2.948e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.5054 (4.3438)  acc1: 33.5938 (33.7549)  acc5: 55.8594 (56.0267)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [55]  [ 700/1251]  eta: 0:04:24  lr: 2.948e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.8802 (4.3404)  acc1: 39.8438 (33.7882)  acc5: 62.5000 (56.0873)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [55]  [ 710/1251]  eta: 0:04:19  lr: 2.948e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 3.9164 (4.3393)  acc1: 36.7188 (33.8064)  acc5: 61.7188 (56.1050)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [55]  [ 720/1251]  eta: 0:04:14  lr: 2.948e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 3.8249 (4.3362)  acc1: 36.7188 (33.8338)  acc5: 61.7188 (56.1389)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [55]  [ 730/1251]  eta: 0:04:10  lr: 2.948e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.7564 (4.3337)  acc1: 36.7188 (33.8620)  acc5: 62.8906 (56.1939)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [55]  [ 740/1251]  eta: 0:04:05  lr: 2.948e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.0838 (4.3316)  acc1: 37.8906 (33.8832)  acc5: 62.8906 (56.2194)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [55]  [ 750/1251]  eta: 0:04:00  lr: 2.948e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.3155 (4.3354)  acc1: 37.1094 (33.8595)  acc5: 59.7656 (56.1855)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [55]  [ 760/1251]  eta: 0:03:55  lr: 2.948e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.7405 (4.3350)  acc1: 28.5156 (33.8350)  acc5: 47.6562 (56.1648)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [55]  [ 770/1251]  eta: 0:03:50  lr: 2.948e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4348 (4.3362)  acc1: 35.9375 (33.8334)  acc5: 55.4688 (56.1654)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [55]  [ 780/1251]  eta: 0:03:46  lr: 2.948e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.4348 (4.3365)  acc1: 37.5000 (33.8483)  acc5: 57.4219 (56.1645)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [55]  [ 790/1251]  eta: 0:03:41  lr: 2.948e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 4.8674 (4.3414)  acc1: 30.0781 (33.8026)  acc5: 53.5156 (56.1088)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [55]  [ 800/1251]  eta: 0:03:36  lr: 2.948e-02  img/s: 4.93e+02  pen: 4.6e-02  loss: 4.4188 (4.3390)  acc1: 32.4219 (33.8415)  acc5: 56.2500 (56.1495)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [55]  [ 810/1251]  eta: 0:03:31  lr: 2.948e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.1986 (4.3368)  acc1: 39.8438 (33.8649)  acc5: 60.5469 (56.1715)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [55]  [ 820/1251]  eta: 0:03:26  lr: 2.948e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.1986 (4.3365)  acc1: 37.5000 (33.8664)  acc5: 59.7656 (56.1772)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [55]  [ 830/1251]  eta: 0:03:21  lr: 2.948e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.9605 (4.3340)  acc1: 37.5000 (33.9096)  acc5: 59.7656 (56.2006)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [55]  [ 840/1251]  eta: 0:03:17  lr: 2.948e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.0991 (4.3358)  acc1: 40.6250 (33.8984)  acc5: 63.2812 (56.1766)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [55]  [ 850/1251]  eta: 0:03:12  lr: 2.948e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.0991 (4.3335)  acc1: 37.5000 (33.9431)  acc5: 64.4531 (56.2215)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [55]  [ 860/1251]  eta: 0:03:07  lr: 2.948e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.0691 (4.3344)  acc1: 37.8906 (33.9131)  acc5: 63.2812 (56.1892)  time: 0.4734  data: 0.0004  max mem: 42896
Epoch: [55]  [ 870/1251]  eta: 0:03:02  lr: 2.948e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.4559 (4.3361)  acc1: 32.0312 (33.8911)  acc5: 53.9062 (56.1625)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [55]  [ 880/1251]  eta: 0:02:57  lr: 2.948e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.6797 (4.3374)  acc1: 33.5938 (33.8828)  acc5: 53.9062 (56.1396)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [55]  [ 890/1251]  eta: 0:02:53  lr: 2.948e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.5231 (4.3369)  acc1: 34.3750 (33.8958)  acc5: 57.4219 (56.1457)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [55]  [ 900/1251]  eta: 0:02:48  lr: 2.948e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 3.9645 (4.3339)  acc1: 38.6719 (33.9241)  acc5: 62.1094 (56.1854)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [55]  [ 910/1251]  eta: 0:02:43  lr: 2.948e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.0810 (4.3371)  acc1: 38.6719 (33.9025)  acc5: 61.3281 (56.1467)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [55]  [ 920/1251]  eta: 0:02:38  lr: 2.948e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6796 (4.3374)  acc1: 32.0312 (33.8970)  acc5: 53.1250 (56.1219)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [55]  [ 930/1251]  eta: 0:02:33  lr: 2.948e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.4074 (4.3374)  acc1: 34.3750 (33.9139)  acc5: 57.4219 (56.1384)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [55]  [ 940/1251]  eta: 0:02:28  lr: 2.948e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.8861 (4.3335)  acc1: 38.6719 (33.9665)  acc5: 60.9375 (56.1857)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [55]  [ 950/1251]  eta: 0:02:24  lr: 2.948e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 3.8861 (4.3334)  acc1: 38.6719 (33.9671)  acc5: 61.3281 (56.1978)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [55]  [ 960/1251]  eta: 0:02:19  lr: 2.948e-02  img/s: 5.10e+02  pen: 4.2e-02  loss: 4.2756 (4.3358)  acc1: 31.2500 (33.9527)  acc5: 54.2969 (56.1902)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [55]  [ 970/1251]  eta: 0:02:14  lr: 2.948e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.5966 (4.3391)  acc1: 31.2500 (33.9132)  acc5: 55.8594 (56.1587)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [55]  [ 980/1251]  eta: 0:02:09  lr: 2.948e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.5373 (4.3374)  acc1: 33.9844 (33.9354)  acc5: 60.9375 (56.1871)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [55]  [ 990/1251]  eta: 0:02:04  lr: 2.948e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.0799 (4.3363)  acc1: 39.4531 (33.9603)  acc5: 63.2812 (56.2189)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [55]  [1000/1251]  eta: 0:02:00  lr: 2.948e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.1480 (4.3376)  acc1: 36.3281 (33.9500)  acc5: 63.2812 (56.1954)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [55]  [1010/1251]  eta: 0:01:55  lr: 2.948e-02  img/s: 5.39e+02  pen: 3.7e-02  loss: 4.5991 (4.3393)  acc1: 34.7656 (33.9276)  acc5: 58.2031 (56.1739)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [55]  [1020/1251]  eta: 0:01:50  lr: 2.948e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.6159 (4.3395)  acc1: 30.4688 (33.9205)  acc5: 55.4688 (56.1612)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [55]  [1030/1251]  eta: 0:01:45  lr: 2.948e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.8911 (4.3392)  acc1: 31.2500 (33.9177)  acc5: 55.0781 (56.1526)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [55]  [1040/1251]  eta: 0:01:40  lr: 2.948e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.8584 (4.3414)  acc1: 29.6875 (33.8977)  acc5: 52.3438 (56.1337)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [55]  [1050/1251]  eta: 0:01:36  lr: 2.948e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.8825 (4.3465)  acc1: 27.7344 (33.8316)  acc5: 50.3906 (56.0608)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [55]  [1060/1251]  eta: 0:01:31  lr: 2.948e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.7404 (4.3458)  acc1: 31.2500 (33.8459)  acc5: 54.2969 (56.0821)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [55]  [1070/1251]  eta: 0:01:26  lr: 2.948e-02  img/s: 5.36e+02  pen: 3.7e-02  loss: 4.6204 (4.3483)  acc1: 32.0312 (33.8119)  acc5: 55.4688 (56.0381)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [55]  [1080/1251]  eta: 0:01:21  lr: 2.948e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 5.0005 (4.3515)  acc1: 29.2969 (33.7748)  acc5: 49.2188 (55.9927)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [55]  [1090/1251]  eta: 0:01:17  lr: 2.948e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.3789 (4.3502)  acc1: 33.2031 (33.7875)  acc5: 55.0781 (56.0119)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [55]  [1100/1251]  eta: 0:01:12  lr: 2.948e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.2222 (4.3518)  acc1: 34.7656 (33.7701)  acc5: 62.1094 (55.9974)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [55]  [1110/1251]  eta: 0:01:07  lr: 2.948e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 4.2222 (4.3506)  acc1: 32.4219 (33.7667)  acc5: 55.8594 (56.0074)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [55]  [1120/1251]  eta: 0:01:02  lr: 2.948e-02  img/s: 5.08e+02  pen: 4.2e-02  loss: 3.7142 (4.3464)  acc1: 39.0625 (33.8021)  acc5: 62.8906 (56.0594)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [55]  [1130/1251]  eta: 0:00:57  lr: 2.948e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.2415 (4.3507)  acc1: 36.7188 (33.7568)  acc5: 58.9844 (55.9986)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [55]  [1140/1251]  eta: 0:00:53  lr: 2.948e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.9313 (4.3538)  acc1: 30.4688 (33.7273)  acc5: 51.5625 (55.9703)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [55]  [1150/1251]  eta: 0:00:48  lr: 2.948e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.2750 (4.3520)  acc1: 35.9375 (33.7434)  acc5: 60.1562 (55.9863)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [55]  [1160/1251]  eta: 0:00:43  lr: 2.948e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6402 (4.3565)  acc1: 30.8594 (33.6836)  acc5: 55.4688 (55.9159)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [55]  [1170/1251]  eta: 0:00:38  lr: 2.948e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.8152 (4.3559)  acc1: 30.0781 (33.6832)  acc5: 54.2969 (55.9328)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [55]  [1180/1251]  eta: 0:00:33  lr: 2.948e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.3705 (4.3575)  acc1: 30.8594 (33.6655)  acc5: 58.2031 (55.9024)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [55]  [1190/1251]  eta: 0:00:29  lr: 2.948e-02  img/s: 5.37e+02  pen: 4.1e-02  loss: 4.3705 (4.3580)  acc1: 33.5938 (33.6715)  acc5: 58.2031 (55.9181)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [55]  [1200/1251]  eta: 0:00:24  lr: 2.948e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.6587 (4.3595)  acc1: 33.2031 (33.6523)  acc5: 57.0312 (55.9013)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [55]  [1210/1251]  eta: 0:00:19  lr: 2.948e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.6587 (4.3604)  acc1: 34.7656 (33.6602)  acc5: 57.0312 (55.8952)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [55]  [1220/1251]  eta: 0:00:14  lr: 2.948e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.6510 (4.3610)  acc1: 36.7188 (33.6494)  acc5: 58.5938 (55.8872)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [55]  [1230/1251]  eta: 0:00:10  lr: 2.948e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.1167 (4.3582)  acc1: 36.7188 (33.6705)  acc5: 60.9375 (55.9260)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [55]  [1240/1251]  eta: 0:00:05  lr: 2.948e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.1167 (4.3595)  acc1: 35.5469 (33.6614)  acc5: 59.7656 (55.9038)  time: 0.4742  data: 0.0005  max mem: 42896
Epoch: [55]  [1250/1251]  eta: 0:00:00  lr: 2.948e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.5778 (4.3614)  acc1: 31.6406 (33.6306)  acc5: 54.2969 (55.8678)  time: 0.4755  data: 0.0005  max mem: 42896
Epoch: [55] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:52  loss: 2.5485 (2.5485)  acc1: 71.0938 (71.0938)  acc5: 85.9375 (85.9375)  time: 3.5171  data: 3.2678  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 51.370 Acc@5 76.650 Loss: 3.196
Test: EMA  [ 0/49]  eta: 0:02:46  loss: nan (nan)  acc1: 5.0781 (5.0781)  acc5: 25.0000 (25.0000)  time: 3.3993  data: 3.1424  max mem: 42896
Test: EMA Total time: 0:00:17
Test: EMA Acc@1 1.692 Acc@5 3.928 Loss: nan
Epoch: [56]  [   0/1251]  eta: 1:13:40  lr: 2.946e-02  img/s: 5.04e+02  pen: 4.4e-02  loss: 3.6713 (3.6713)  acc1: 35.9375 (35.9375)  acc5: 60.9375 (60.9375)  time: 3.5332  data: 3.0258  max mem: 42896
Epoch: [56]  [  10/1251]  eta: 0:15:34  lr: 2.946e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.9880 (4.0540)  acc1: 37.8906 (37.9261)  acc5: 62.1094 (60.6179)  time: 0.7529  data: 0.2754  max mem: 42896
Epoch: [56]  [  20/1251]  eta: 0:12:43  lr: 2.946e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.9880 (4.0982)  acc1: 37.8906 (37.4814)  acc5: 62.1094 (60.5841)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [56]  [  30/1251]  eta: 0:11:39  lr: 2.946e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.3293 (4.1865)  acc1: 36.7188 (35.7611)  acc5: 59.7656 (59.0600)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [56]  [  40/1251]  eta: 0:11:05  lr: 2.946e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.1365 (4.1805)  acc1: 31.6406 (35.6231)  acc5: 53.5156 (58.7938)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [56]  [  50/1251]  eta: 0:10:42  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2832 (4.2311)  acc1: 35.9375 (35.4626)  acc5: 60.1562 (58.4865)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [56]  [  60/1251]  eta: 0:10:25  lr: 2.946e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.6005 (4.2947)  acc1: 31.6406 (35.0538)  acc5: 55.4688 (57.5692)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [56]  [  70/1251]  eta: 0:10:12  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2518 (4.2326)  acc1: 36.7188 (36.0200)  acc5: 60.1562 (58.4892)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [56]  [  80/1251]  eta: 0:10:00  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.7305 (4.2581)  acc1: 37.8906 (35.3588)  acc5: 60.5469 (57.7643)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [56]  [  90/1251]  eta: 0:09:51  lr: 2.946e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.9938 (4.2263)  acc1: 37.8906 (35.6885)  acc5: 60.9375 (58.2589)  time: 0.4791  data: 0.0004  max mem: 42896
Epoch: [56]  [ 100/1251]  eta: 0:09:42  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.9938 (4.2319)  acc1: 37.8906 (35.5778)  acc5: 59.7656 (58.1180)  time: 0.4809  data: 0.0004  max mem: 42896
Epoch: [56]  [ 110/1251]  eta: 0:09:34  lr: 2.946e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.2990 (4.2390)  acc1: 36.3281 (35.3920)  acc5: 58.5938 (57.9251)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [56]  [ 120/1251]  eta: 0:09:26  lr: 2.946e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.3473 (4.2500)  acc1: 37.5000 (35.0691)  acc5: 60.5469 (57.5704)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [56]  [ 130/1251]  eta: 0:09:19  lr: 2.946e-02  img/s: 5.41e+02  pen: 5.2e-02  loss: 4.3734 (4.2631)  acc1: 36.3281 (34.9416)  acc5: 61.7188 (57.5262)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [56]  [ 140/1251]  eta: 0:09:12  lr: 2.946e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.5094 (4.2789)  acc1: 36.3281 (35.0039)  acc5: 60.1562 (57.4468)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [56]  [ 150/1251]  eta: 0:09:05  lr: 2.946e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.2503 (4.2720)  acc1: 36.7188 (34.8717)  acc5: 60.1562 (57.4555)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [56]  [ 160/1251]  eta: 0:08:59  lr: 2.946e-02  img/s: 5.10e+02  pen: 3.9e-02  loss: 3.5792 (4.2564)  acc1: 39.8438 (35.0592)  acc5: 64.8438 (57.7349)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [56]  [ 170/1251]  eta: 0:08:53  lr: 2.946e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.5917 (4.2385)  acc1: 40.2344 (35.3390)  acc5: 64.4531 (58.0090)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [56]  [ 180/1251]  eta: 0:08:47  lr: 2.946e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.7618 (4.2452)  acc1: 39.8438 (35.1411)  acc5: 63.6719 (57.7909)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [56]  [ 190/1251]  eta: 0:08:41  lr: 2.946e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.2599 (4.2460)  acc1: 35.9375 (35.1153)  acc5: 55.0781 (57.7307)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [56]  [ 200/1251]  eta: 0:08:35  lr: 2.946e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 3.8120 (4.2331)  acc1: 35.9375 (35.3273)  acc5: 60.5469 (57.9894)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [56]  [ 210/1251]  eta: 0:08:29  lr: 2.946e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.2254 (4.2456)  acc1: 35.9375 (35.1803)  acc5: 59.7656 (57.7422)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [56]  [ 220/1251]  eta: 0:08:24  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6546 (4.2551)  acc1: 33.5938 (35.2216)  acc5: 55.8594 (57.7330)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [56]  [ 230/1251]  eta: 0:08:18  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.4825 (4.2546)  acc1: 32.8125 (35.1072)  acc5: 55.0781 (57.6299)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [56]  [ 240/1251]  eta: 0:08:13  lr: 2.946e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.5682 (4.2625)  acc1: 32.4219 (35.0477)  acc5: 55.0781 (57.5386)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [56]  [ 250/1251]  eta: 0:08:08  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5162 (4.2689)  acc1: 33.5938 (34.9586)  acc5: 58.5938 (57.4172)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [56]  [ 260/1251]  eta: 0:08:02  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.0303 (4.2677)  acc1: 34.3750 (34.9647)  acc5: 60.1562 (57.4054)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [56]  [ 270/1251]  eta: 0:07:57  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.0303 (4.2708)  acc1: 36.7188 (34.9717)  acc5: 62.8906 (57.3930)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [56]  [ 280/1251]  eta: 0:07:52  lr: 2.946e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.1151 (4.2720)  acc1: 36.7188 (34.9783)  acc5: 58.9844 (57.3774)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [56]  [ 290/1251]  eta: 0:07:46  lr: 2.946e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.2191 (4.2825)  acc1: 33.2031 (34.7750)  acc5: 53.5156 (57.1400)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [56]  [ 300/1251]  eta: 0:07:41  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.9014 (4.2709)  acc1: 37.1094 (34.8565)  acc5: 63.6719 (57.2882)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [56]  [ 310/1251]  eta: 0:07:36  lr: 2.946e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.8209 (4.2747)  acc1: 39.0625 (34.8209)  acc5: 61.7188 (57.2347)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [56]  [ 320/1251]  eta: 0:07:31  lr: 2.946e-02  img/s: 5.07e+02  pen: 4.7e-02  loss: 4.7467 (4.2859)  acc1: 32.4219 (34.7510)  acc5: 55.8594 (57.2065)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [56]  [ 330/1251]  eta: 0:07:26  lr: 2.946e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3299 (4.2822)  acc1: 37.1094 (34.7538)  acc5: 58.2031 (57.1929)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [56]  [ 340/1251]  eta: 0:07:21  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.8286 (4.2733)  acc1: 39.8438 (34.9317)  acc5: 63.2812 (57.4184)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [56]  [ 350/1251]  eta: 0:07:16  lr: 2.946e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.0914 (4.2728)  acc1: 38.2812 (34.8869)  acc5: 63.2812 (57.4130)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [56]  [ 360/1251]  eta: 0:07:11  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.3451 (4.2746)  acc1: 34.7656 (34.8489)  acc5: 57.8125 (57.3981)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [56]  [ 370/1251]  eta: 0:07:06  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3635 (4.2729)  acc1: 33.5938 (34.8751)  acc5: 57.8125 (57.4398)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [56]  [ 380/1251]  eta: 0:07:01  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3064 (4.2750)  acc1: 34.7656 (34.8569)  acc5: 61.3281 (57.4321)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [56]  [ 390/1251]  eta: 0:06:56  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.3026 (4.2763)  acc1: 37.8906 (34.8286)  acc5: 61.3281 (57.3709)  time: 0.4774  data: 0.0004  max mem: 42896
Epoch: [56]  [ 400/1251]  eta: 0:06:51  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.0758 (4.2766)  acc1: 36.7188 (34.7822)  acc5: 62.5000 (57.3147)  time: 0.4778  data: 0.0004  max mem: 42896
Epoch: [56]  [ 410/1251]  eta: 0:06:46  lr: 2.946e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.4556 (4.2781)  acc1: 33.5938 (34.7922)  acc5: 57.8125 (57.3088)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [56]  [ 420/1251]  eta: 0:06:41  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.4556 (4.2798)  acc1: 36.7188 (34.7972)  acc5: 58.9844 (57.2808)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [56]  [ 430/1251]  eta: 0:06:36  lr: 2.946e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.7364 (4.2865)  acc1: 28.5156 (34.6859)  acc5: 52.3438 (57.1319)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [56]  [ 440/1251]  eta: 0:06:31  lr: 2.946e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.8159 (4.2894)  acc1: 28.5156 (34.6248)  acc5: 52.7344 (57.0809)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [56]  [ 450/1251]  eta: 0:06:26  lr: 2.946e-02  img/s: 5.37e+02  pen: 4.3e-02  loss: 4.4862 (4.2927)  acc1: 35.9375 (34.5794)  acc5: 57.4219 (57.0105)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [56]  [ 460/1251]  eta: 0:06:21  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9161 (4.2841)  acc1: 37.1094 (34.6648)  acc5: 62.5000 (57.1329)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [56]  [ 470/1251]  eta: 0:06:16  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.6440 (4.2796)  acc1: 40.2344 (34.6512)  acc5: 63.2812 (57.1432)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [56]  [ 480/1251]  eta: 0:06:11  lr: 2.946e-02  img/s: 5.07e+02  pen: 4.3e-02  loss: 4.4301 (4.2859)  acc1: 36.3281 (34.5472)  acc5: 59.7656 (57.0345)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [56]  [ 490/1251]  eta: 0:06:06  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.6769 (4.2877)  acc1: 32.0312 (34.5500)  acc5: 54.6875 (57.0535)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [56]  [ 500/1251]  eta: 0:06:01  lr: 2.946e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.7904 (4.2966)  acc1: 30.4688 (34.4132)  acc5: 54.6875 (56.9447)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [56]  [ 510/1251]  eta: 0:05:56  lr: 2.946e-02  img/s: 5.37e+02  pen: 4.4e-02  loss: 4.5999 (4.2972)  acc1: 29.2969 (34.3781)  acc5: 56.2500 (56.9487)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [56]  [ 520/1251]  eta: 0:05:51  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8045 (4.2870)  acc1: 37.1094 (34.4822)  acc5: 61.7188 (57.0935)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [56]  [ 530/1251]  eta: 0:05:46  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.7669 (4.2887)  acc1: 38.2812 (34.4640)  acc5: 63.6719 (57.0724)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [56]  [ 540/1251]  eta: 0:05:42  lr: 2.946e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.3560 (4.2866)  acc1: 37.8906 (34.4963)  acc5: 60.5469 (57.1100)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [56]  [ 550/1251]  eta: 0:05:37  lr: 2.946e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.1609 (4.2865)  acc1: 37.8906 (34.4948)  acc5: 60.5469 (57.1163)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [56]  [ 560/1251]  eta: 0:05:32  lr: 2.946e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.3649 (4.2909)  acc1: 33.2031 (34.4398)  acc5: 58.5938 (57.0640)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [56]  [ 570/1251]  eta: 0:05:27  lr: 2.946e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.8553 (4.2970)  acc1: 26.1719 (34.3182)  acc5: 48.4375 (56.9355)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [56]  [ 580/1251]  eta: 0:05:22  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.6088 (4.2991)  acc1: 27.3438 (34.2896)  acc5: 47.6562 (56.8995)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [56]  [ 590/1251]  eta: 0:05:17  lr: 2.946e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.5911 (4.3011)  acc1: 35.5469 (34.2990)  acc5: 58.2031 (56.8984)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [56]  [ 600/1251]  eta: 0:05:12  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3497 (4.3030)  acc1: 35.5469 (34.3224)  acc5: 58.9844 (56.9149)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [56]  [ 610/1251]  eta: 0:05:07  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.0310 (4.2970)  acc1: 39.0625 (34.3923)  acc5: 64.0625 (56.9846)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [56]  [ 620/1251]  eta: 0:05:03  lr: 2.946e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.5828 (4.2921)  acc1: 40.6250 (34.4650)  acc5: 64.0625 (57.0533)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [56]  [ 630/1251]  eta: 0:04:58  lr: 2.946e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 3.8220 (4.2886)  acc1: 41.4062 (34.5223)  acc5: 64.0625 (57.1266)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [56]  [ 640/1251]  eta: 0:04:53  lr: 2.946e-02  img/s: 5.08e+02  pen: 4.6e-02  loss: 4.0979 (4.2908)  acc1: 39.4531 (34.5188)  acc5: 62.1094 (57.1306)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [56]  [ 650/1251]  eta: 0:04:48  lr: 2.946e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.6042 (4.2940)  acc1: 32.8125 (34.4956)  acc5: 57.0312 (57.0919)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [56]  [ 660/1251]  eta: 0:04:43  lr: 2.946e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.5202 (4.2920)  acc1: 32.8125 (34.5097)  acc5: 57.0312 (57.1193)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [56]  [ 670/1251]  eta: 0:04:38  lr: 2.946e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.2153 (4.2953)  acc1: 35.9375 (34.5083)  acc5: 58.5938 (57.1151)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [56]  [ 680/1251]  eta: 0:04:34  lr: 2.946e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.5959 (4.2991)  acc1: 33.5938 (34.4696)  acc5: 57.4219 (57.0680)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [56]  [ 690/1251]  eta: 0:04:29  lr: 2.946e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.5713 (4.3006)  acc1: 32.8125 (34.4773)  acc5: 57.0312 (57.0827)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [56]  [ 700/1251]  eta: 0:04:24  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.1752 (4.2946)  acc1: 37.1094 (34.5511)  acc5: 62.1094 (57.1839)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [56]  [ 710/1251]  eta: 0:04:19  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1752 (4.2985)  acc1: 36.7188 (34.4948)  acc5: 62.1094 (57.1455)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [56]  [ 720/1251]  eta: 0:04:14  lr: 2.946e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 4.5924 (4.3005)  acc1: 35.5469 (34.4649)  acc5: 58.9844 (57.1071)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [56]  [ 730/1251]  eta: 0:04:09  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7042 (4.2924)  acc1: 39.4531 (34.5620)  acc5: 63.2812 (57.2167)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [56]  [ 740/1251]  eta: 0:04:05  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.6390 (4.2887)  acc1: 40.2344 (34.6001)  acc5: 64.8438 (57.2790)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [56]  [ 750/1251]  eta: 0:04:00  lr: 2.946e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.0742 (4.2901)  acc1: 39.0625 (34.5758)  acc5: 63.2812 (57.2159)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [56]  [ 760/1251]  eta: 0:03:55  lr: 2.946e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.5949 (4.2931)  acc1: 29.6875 (34.5167)  acc5: 51.9531 (57.1473)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [56]  [ 770/1251]  eta: 0:03:50  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1700 (4.2901)  acc1: 34.7656 (34.5386)  acc5: 59.7656 (57.1640)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [56]  [ 780/1251]  eta: 0:03:45  lr: 2.946e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.9628 (4.2933)  acc1: 33.9844 (34.4865)  acc5: 58.5938 (57.0923)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [56]  [ 790/1251]  eta: 0:03:40  lr: 2.946e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.1581 (4.2916)  acc1: 33.5938 (34.5138)  acc5: 56.6406 (57.1300)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [56]  [ 800/1251]  eta: 0:03:36  lr: 2.946e-02  img/s: 5.11e+02  pen: 4.3e-02  loss: 4.4074 (4.2955)  acc1: 33.2031 (34.4618)  acc5: 55.0781 (57.0868)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [56]  [ 810/1251]  eta: 0:03:31  lr: 2.946e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.4074 (4.2944)  acc1: 32.0312 (34.4781)  acc5: 55.0781 (57.1194)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [56]  [ 820/1251]  eta: 0:03:26  lr: 2.946e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.0119 (4.2950)  acc1: 39.0625 (34.4649)  acc5: 64.0625 (57.1140)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [56]  [ 830/1251]  eta: 0:03:21  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.8298 (4.2891)  acc1: 39.0625 (34.5329)  acc5: 64.0625 (57.2066)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [56]  [ 840/1251]  eta: 0:03:16  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.0929 (4.2906)  acc1: 39.0625 (34.5320)  acc5: 60.1562 (57.1989)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [56]  [ 850/1251]  eta: 0:03:12  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.6192 (4.2925)  acc1: 35.5469 (34.5164)  acc5: 55.8594 (57.1671)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [56]  [ 860/1251]  eta: 0:03:07  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.8182 (4.2933)  acc1: 32.4219 (34.5084)  acc5: 53.5156 (57.1478)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [56]  [ 870/1251]  eta: 0:03:02  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3813 (4.2955)  acc1: 36.3281 (34.4764)  acc5: 59.7656 (57.1223)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [56]  [ 880/1251]  eta: 0:02:57  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3342 (4.2949)  acc1: 36.7188 (34.4929)  acc5: 60.1562 (57.1496)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [56]  [ 890/1251]  eta: 0:02:52  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3342 (4.2951)  acc1: 37.8906 (34.5135)  acc5: 60.1562 (57.1628)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [56]  [ 900/1251]  eta: 0:02:48  lr: 2.946e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.6595 (4.2971)  acc1: 33.2031 (34.4899)  acc5: 54.2969 (57.1336)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [56]  [ 910/1251]  eta: 0:02:43  lr: 2.946e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 4.6986 (4.3000)  acc1: 33.2031 (34.4728)  acc5: 53.9062 (57.1123)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [56]  [ 920/1251]  eta: 0:02:38  lr: 2.946e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.6024 (4.2994)  acc1: 35.5469 (34.4955)  acc5: 60.1562 (57.1576)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [56]  [ 930/1251]  eta: 0:02:33  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.6323 (4.3027)  acc1: 33.9844 (34.4375)  acc5: 59.7656 (57.0883)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [56]  [ 940/1251]  eta: 0:02:28  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.6597 (4.3019)  acc1: 29.2969 (34.4128)  acc5: 54.2969 (57.0570)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [56]  [ 950/1251]  eta: 0:02:24  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.3609 (4.3062)  acc1: 29.2969 (34.3672)  acc5: 50.0000 (56.9926)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [56]  [ 960/1251]  eta: 0:02:19  lr: 2.946e-02  img/s: 5.09e+02  pen: 4.4e-02  loss: 4.0217 (4.3028)  acc1: 36.7188 (34.4108)  acc5: 60.5469 (57.0422)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [56]  [ 970/1251]  eta: 0:02:14  lr: 2.946e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.2183 (4.3053)  acc1: 36.3281 (34.3883)  acc5: 60.5469 (57.0224)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [56]  [ 980/1251]  eta: 0:02:09  lr: 2.946e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.2496 (4.3005)  acc1: 37.8906 (34.4590)  acc5: 60.1562 (57.0958)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [56]  [ 990/1251]  eta: 0:02:04  lr: 2.946e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.2496 (4.3016)  acc1: 37.8906 (34.4511)  acc5: 60.1562 (57.0742)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [56]  [1000/1251]  eta: 0:02:00  lr: 2.946e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.4131 (4.3013)  acc1: 35.1562 (34.4667)  acc5: 57.4219 (57.0976)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [56]  [1010/1251]  eta: 0:01:55  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.9891 (4.3011)  acc1: 37.5000 (34.4604)  acc5: 60.1562 (57.0757)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [56]  [1020/1251]  eta: 0:01:50  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.1230 (4.3020)  acc1: 36.3281 (34.4393)  acc5: 58.9844 (57.0607)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [56]  [1030/1251]  eta: 0:01:45  lr: 2.946e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.4738 (4.3031)  acc1: 33.9844 (34.4250)  acc5: 58.9844 (57.0422)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [56]  [1040/1251]  eta: 0:01:40  lr: 2.946e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.4738 (4.3049)  acc1: 33.2031 (34.4159)  acc5: 54.6875 (57.0245)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [56]  [1050/1251]  eta: 0:01:36  lr: 2.946e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.4136 (4.3055)  acc1: 34.7656 (34.4073)  acc5: 53.9062 (57.0197)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [56]  [1060/1251]  eta: 0:01:31  lr: 2.946e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3139 (4.3051)  acc1: 38.2812 (34.4210)  acc5: 59.7656 (57.0287)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [56]  [1070/1251]  eta: 0:01:26  lr: 2.946e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.5333 (4.3062)  acc1: 36.7188 (34.4096)  acc5: 56.6406 (57.0057)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [56]  [1080/1251]  eta: 0:01:21  lr: 2.946e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.5571 (4.3065)  acc1: 33.2031 (34.4061)  acc5: 55.0781 (56.9973)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [56]  [1090/1251]  eta: 0:01:16  lr: 2.946e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.6061 (4.3017)  acc1: 37.8906 (34.4624)  acc5: 65.6250 (57.0624)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [56]  [1100/1251]  eta: 0:01:12  lr: 2.946e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.6061 (4.2998)  acc1: 39.4531 (34.4821)  acc5: 64.0625 (57.0894)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [56]  [1110/1251]  eta: 0:01:07  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.1310 (4.3003)  acc1: 38.2812 (34.4942)  acc5: 61.7188 (57.1093)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [56]  [1120/1251]  eta: 0:01:02  lr: 2.946e-02  img/s: 5.10e+02  pen: 4.4e-02  loss: 4.3227 (4.3003)  acc1: 34.3750 (34.4903)  acc5: 59.3750 (57.1020)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [56]  [1130/1251]  eta: 0:00:57  lr: 2.946e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.5232 (4.3014)  acc1: 33.5938 (34.4883)  acc5: 58.5938 (57.1131)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [56]  [1140/1251]  eta: 0:00:53  lr: 2.946e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.5232 (4.3028)  acc1: 32.8125 (34.4770)  acc5: 58.5938 (57.1049)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [56]  [1150/1251]  eta: 0:00:48  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1761 (4.3029)  acc1: 33.9844 (34.4565)  acc5: 58.2031 (57.1032)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [56]  [1160/1251]  eta: 0:00:43  lr: 2.946e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.8363 (4.3002)  acc1: 36.7188 (34.4961)  acc5: 62.5000 (57.1473)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [56]  [1170/1251]  eta: 0:00:38  lr: 2.946e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.1876 (4.3028)  acc1: 36.7188 (34.4677)  acc5: 61.7188 (57.1126)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [56]  [1180/1251]  eta: 0:00:33  lr: 2.946e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.1047 (4.3002)  acc1: 38.6719 (34.4858)  acc5: 63.6719 (57.1424)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [56]  [1190/1251]  eta: 0:00:29  lr: 2.946e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.7883 (4.3007)  acc1: 39.8438 (34.4852)  acc5: 64.4531 (57.1296)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [56]  [1200/1251]  eta: 0:00:24  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3215 (4.3028)  acc1: 37.5000 (34.4628)  acc5: 58.2031 (57.1015)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [56]  [1210/1251]  eta: 0:00:19  lr: 2.946e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.7812 (4.3057)  acc1: 30.4688 (34.4334)  acc5: 50.0000 (57.0451)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [56]  [1220/1251]  eta: 0:00:14  lr: 2.946e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.6819 (4.3076)  acc1: 33.2031 (34.4198)  acc5: 54.6875 (57.0373)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [56]  [1230/1251]  eta: 0:00:10  lr: 2.946e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.6819 (4.3086)  acc1: 32.8125 (34.4172)  acc5: 57.0312 (57.0363)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [56]  [1240/1251]  eta: 0:00:05  lr: 2.946e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.5657 (4.3077)  acc1: 33.2031 (34.4269)  acc5: 57.4219 (57.0410)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [56]  [1250/1251]  eta: 0:00:00  lr: 2.946e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 3.8406 (4.3073)  acc1: 37.5000 (34.4187)  acc5: 61.7188 (57.0341)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [56] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:59  loss: 2.7285 (2.7285)  acc1: 67.5781 (67.5781)  acc5: 85.5469 (85.5469)  time: 3.6676  data: 3.4135  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 46.484 Acc@5 72.216 Loss: 3.418
Test: EMA  [ 0/49]  eta: 0:02:21  loss: nan (nan)  acc1: 5.0781 (5.0781)  acc5: 25.7812 (25.7812)  time: 2.8970  data: 2.6431  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 1.798 Acc@5 4.094 Loss: nan
Epoch: [57]  [   0/1251]  eta: 1:17:10  lr: 2.944e-02  img/s: 5.00e+02  pen: 4.1e-02  loss: 3.7281 (3.7281)  acc1: 38.6719 (38.6719)  acc5: 64.4531 (64.4531)  time: 3.7016  data: 3.1891  max mem: 42896
Epoch: [57]  [  10/1251]  eta: 0:15:52  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.7927 (4.2061)  acc1: 38.6719 (36.6122)  acc5: 64.4531 (59.1974)  time: 0.7677  data: 0.2903  max mem: 42896
Epoch: [57]  [  20/1251]  eta: 0:12:52  lr: 2.944e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.7927 (4.2036)  acc1: 37.8906 (35.9003)  acc5: 60.5469 (58.3333)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [57]  [  30/1251]  eta: 0:11:46  lr: 2.944e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.5096 (4.2985)  acc1: 33.9844 (34.6018)  acc5: 59.3750 (56.8800)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [57]  [  40/1251]  eta: 0:11:10  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.7739 (4.4002)  acc1: 28.9062 (33.0697)  acc5: 49.6094 (54.8209)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [57]  [  50/1251]  eta: 0:10:46  lr: 2.944e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.7739 (4.3882)  acc1: 28.9062 (33.2414)  acc5: 49.6094 (54.9786)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [57]  [  60/1251]  eta: 0:10:28  lr: 2.944e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.7404 (4.3531)  acc1: 38.2812 (33.6066)  acc5: 60.9375 (55.5456)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [57]  [  70/1251]  eta: 0:10:14  lr: 2.944e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.8081 (4.3309)  acc1: 34.7656 (33.7368)  acc5: 59.7656 (55.9199)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [57]  [  80/1251]  eta: 0:10:02  lr: 2.944e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.0755 (4.3349)  acc1: 34.7656 (33.8011)  acc5: 58.2031 (56.1391)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [57]  [  90/1251]  eta: 0:09:52  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.6802 (4.3421)  acc1: 32.0312 (33.6839)  acc5: 52.3438 (55.6963)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [57]  [ 100/1251]  eta: 0:09:43  lr: 2.944e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.4313 (4.3429)  acc1: 32.8125 (33.6711)  acc5: 58.9844 (55.6312)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [57]  [ 110/1251]  eta: 0:09:35  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.7505 (4.2886)  acc1: 41.0156 (34.2342)  acc5: 63.2812 (56.3098)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [57]  [ 120/1251]  eta: 0:09:27  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.6905 (4.2931)  acc1: 40.2344 (34.2588)  acc5: 63.6719 (56.3404)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [57]  [ 130/1251]  eta: 0:09:20  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.7747 (4.2535)  acc1: 40.2344 (34.7239)  acc5: 64.4531 (56.8971)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [57]  [ 140/1251]  eta: 0:09:13  lr: 2.944e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.7954 (4.2691)  acc1: 38.6719 (34.5080)  acc5: 63.6719 (56.7016)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [57]  [ 150/1251]  eta: 0:09:06  lr: 2.944e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.7464 (4.2865)  acc1: 33.9844 (34.4655)  acc5: 55.8594 (56.6406)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [57]  [ 160/1251]  eta: 0:09:00  lr: 2.944e-02  img/s: 5.10e+02  pen: 4.5e-02  loss: 4.0019 (4.2539)  acc1: 37.5000 (34.8481)  acc5: 63.6719 (57.1526)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [57]  [ 170/1251]  eta: 0:08:54  lr: 2.944e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 3.7325 (4.2510)  acc1: 39.4531 (34.9644)  acc5: 64.0625 (57.4059)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [57]  [ 180/1251]  eta: 0:08:47  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3213 (4.2561)  acc1: 35.9375 (34.8800)  acc5: 61.7188 (57.3204)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [57]  [ 190/1251]  eta: 0:08:41  lr: 2.944e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.4964 (4.2715)  acc1: 33.2031 (34.6163)  acc5: 55.4688 (56.9699)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [57]  [ 200/1251]  eta: 0:08:36  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4964 (4.2710)  acc1: 34.3750 (34.5791)  acc5: 55.4688 (56.9632)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [57]  [ 210/1251]  eta: 0:08:30  lr: 2.944e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.8640 (4.2525)  acc1: 40.2344 (34.7730)  acc5: 61.7188 (57.2145)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [57]  [ 220/1251]  eta: 0:08:24  lr: 2.944e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.7223 (4.2402)  acc1: 40.2344 (34.9512)  acc5: 62.8906 (57.4802)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [57]  [ 230/1251]  eta: 0:08:19  lr: 2.944e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 3.9490 (4.2400)  acc1: 36.7188 (35.0480)  acc5: 64.0625 (57.5470)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [57]  [ 240/1251]  eta: 0:08:14  lr: 2.944e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.0793 (4.2451)  acc1: 36.7188 (34.9844)  acc5: 58.9844 (57.4348)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [57]  [ 250/1251]  eta: 0:08:08  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.5260 (4.2615)  acc1: 33.5938 (34.8466)  acc5: 57.8125 (57.2554)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [57]  [ 260/1251]  eta: 0:08:03  lr: 2.944e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.7606 (4.2759)  acc1: 33.5938 (34.7207)  acc5: 55.4688 (57.0926)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [57]  [ 270/1251]  eta: 0:07:57  lr: 2.944e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 4.4862 (4.2669)  acc1: 35.5469 (34.7627)  acc5: 56.2500 (57.2158)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [57]  [ 280/1251]  eta: 0:07:52  lr: 2.944e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.1187 (4.2785)  acc1: 37.5000 (34.6600)  acc5: 62.8906 (57.1008)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [57]  [ 290/1251]  eta: 0:07:47  lr: 2.944e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.6790 (4.2809)  acc1: 33.2031 (34.6475)  acc5: 54.6875 (57.1064)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [57]  [ 300/1251]  eta: 0:07:42  lr: 2.944e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.5226 (4.2892)  acc1: 34.7656 (34.6047)  acc5: 55.8594 (57.0429)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [57]  [ 310/1251]  eta: 0:07:36  lr: 2.944e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.5226 (4.2960)  acc1: 33.5938 (34.5797)  acc5: 55.8594 (56.9798)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [57]  [ 320/1251]  eta: 0:07:31  lr: 2.944e-02  img/s: 5.10e+02  pen: 4.0e-02  loss: 4.4569 (4.2938)  acc1: 37.5000 (34.6950)  acc5: 58.9844 (57.1067)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [57]  [ 330/1251]  eta: 0:07:26  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.2540 (4.2860)  acc1: 39.0625 (34.7231)  acc5: 63.2812 (57.1823)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [57]  [ 340/1251]  eta: 0:07:21  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.2540 (4.2903)  acc1: 37.8906 (34.7221)  acc5: 63.2812 (57.1767)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [57]  [ 350/1251]  eta: 0:07:16  lr: 2.944e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.3976 (4.2886)  acc1: 37.8906 (34.7556)  acc5: 62.1094 (57.2227)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [57]  [ 360/1251]  eta: 0:07:11  lr: 2.944e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.6543 (4.2975)  acc1: 34.7656 (34.7007)  acc5: 57.4219 (57.1395)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [57]  [ 370/1251]  eta: 0:07:06  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2333 (4.2926)  acc1: 35.1562 (34.7793)  acc5: 60.5469 (57.2271)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [57]  [ 380/1251]  eta: 0:07:01  lr: 2.944e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.2333 (4.3027)  acc1: 36.3281 (34.6764)  acc5: 59.3750 (57.1030)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [57]  [ 390/1251]  eta: 0:06:56  lr: 2.944e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.6287 (4.2992)  acc1: 33.9844 (34.6617)  acc5: 55.8594 (57.1152)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [57]  [ 400/1251]  eta: 0:06:51  lr: 2.944e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.4227 (4.3012)  acc1: 35.1562 (34.6254)  acc5: 58.2031 (57.0614)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [57]  [ 410/1251]  eta: 0:06:46  lr: 2.944e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.2699 (4.2992)  acc1: 35.1562 (34.6592)  acc5: 57.8125 (57.0987)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [57]  [ 420/1251]  eta: 0:06:41  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2750 (4.3050)  acc1: 34.3750 (34.6162)  acc5: 53.9062 (57.0350)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [57]  [ 430/1251]  eta: 0:06:36  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2289 (4.2965)  acc1: 38.2812 (34.7194)  acc5: 60.9375 (57.1636)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [57]  [ 440/1251]  eta: 0:06:31  lr: 2.944e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.0434 (4.2992)  acc1: 39.8438 (34.7205)  acc5: 64.0625 (57.1703)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [57]  [ 450/1251]  eta: 0:06:26  lr: 2.944e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.2736 (4.3037)  acc1: 36.7188 (34.6270)  acc5: 60.1562 (57.0936)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [57]  [ 460/1251]  eta: 0:06:21  lr: 2.944e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.2249 (4.3038)  acc1: 31.2500 (34.6123)  acc5: 54.6875 (57.0651)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [57]  [ 470/1251]  eta: 0:06:16  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.8494 (4.3011)  acc1: 36.7188 (34.6271)  acc5: 57.4219 (57.1192)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [57]  [ 480/1251]  eta: 0:06:11  lr: 2.944e-02  img/s: 5.10e+02  pen: 4.6e-02  loss: 4.6225 (4.3070)  acc1: 34.7656 (34.5983)  acc5: 58.9844 (57.0832)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [57]  [ 490/1251]  eta: 0:06:06  lr: 2.944e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.7135 (4.3128)  acc1: 34.3750 (34.5596)  acc5: 57.8125 (57.0575)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [57]  [ 500/1251]  eta: 0:06:01  lr: 2.944e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4352 (4.3075)  acc1: 35.1562 (34.5762)  acc5: 59.7656 (57.1077)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [57]  [ 510/1251]  eta: 0:05:56  lr: 2.944e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.9549 (4.3131)  acc1: 35.1562 (34.5111)  acc5: 56.2500 (57.0152)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [57]  [ 520/1251]  eta: 0:05:51  lr: 2.944e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 3.7911 (4.3067)  acc1: 37.5000 (34.5714)  acc5: 56.2500 (57.0687)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [57]  [ 530/1251]  eta: 0:05:47  lr: 2.944e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 3.7911 (4.3013)  acc1: 40.2344 (34.6207)  acc5: 63.6719 (57.1740)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [57]  [ 540/1251]  eta: 0:05:42  lr: 2.944e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.3903 (4.3067)  acc1: 36.3281 (34.5880)  acc5: 59.7656 (57.1403)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [57]  [ 550/1251]  eta: 0:05:37  lr: 2.944e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.5756 (4.3044)  acc1: 34.7656 (34.6224)  acc5: 58.2031 (57.1936)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [57]  [ 560/1251]  eta: 0:05:32  lr: 2.944e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.7192 (4.2971)  acc1: 38.6719 (34.7162)  acc5: 62.1094 (57.2986)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [57]  [ 570/1251]  eta: 0:05:27  lr: 2.944e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.7039 (4.2938)  acc1: 41.4062 (34.7711)  acc5: 65.6250 (57.3699)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [57]  [ 580/1251]  eta: 0:05:22  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.1064 (4.2933)  acc1: 36.3281 (34.7858)  acc5: 60.5469 (57.3916)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [57]  [ 590/1251]  eta: 0:05:17  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1064 (4.2910)  acc1: 35.5469 (34.8059)  acc5: 61.7188 (57.4272)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [57]  [ 600/1251]  eta: 0:05:12  lr: 2.944e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.1305 (4.2937)  acc1: 35.5469 (34.7598)  acc5: 59.3750 (57.3764)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [57]  [ 610/1251]  eta: 0:05:08  lr: 2.944e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.5514 (4.2940)  acc1: 35.9375 (34.7548)  acc5: 59.3750 (57.3637)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [57]  [ 620/1251]  eta: 0:05:03  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4720 (4.2922)  acc1: 36.3281 (34.7920)  acc5: 59.3750 (57.4231)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [57]  [ 630/1251]  eta: 0:04:58  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4720 (4.2940)  acc1: 37.5000 (34.7873)  acc5: 59.3750 (57.3965)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [57]  [ 640/1251]  eta: 0:04:53  lr: 2.944e-02  img/s: 5.10e+02  pen: 4.5e-02  loss: 4.5175 (4.2938)  acc1: 36.7188 (34.7845)  acc5: 58.9844 (57.4115)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [57]  [ 650/1251]  eta: 0:04:48  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2482 (4.2928)  acc1: 35.5469 (34.7974)  acc5: 58.9844 (57.4381)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [57]  [ 660/1251]  eta: 0:04:43  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.6289 (4.2995)  acc1: 33.2031 (34.7337)  acc5: 57.4219 (57.3551)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [57]  [ 670/1251]  eta: 0:04:38  lr: 2.944e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.7535 (4.2986)  acc1: 33.9844 (34.7598)  acc5: 57.4219 (57.3759)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [57]  [ 680/1251]  eta: 0:04:34  lr: 2.944e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.4464 (4.3021)  acc1: 33.9844 (34.7129)  acc5: 58.2031 (57.3238)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [57]  [ 690/1251]  eta: 0:04:29  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.4464 (4.3034)  acc1: 33.5938 (34.7125)  acc5: 58.2031 (57.3009)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [57]  [ 700/1251]  eta: 0:04:24  lr: 2.944e-02  img/s: 5.37e+02  pen: 4.3e-02  loss: 4.6421 (4.3064)  acc1: 36.3281 (34.6976)  acc5: 58.5938 (57.2870)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [57]  [ 710/1251]  eta: 0:04:19  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1652 (4.3029)  acc1: 36.3281 (34.7244)  acc5: 60.9375 (57.3411)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [57]  [ 720/1251]  eta: 0:04:14  lr: 2.944e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.6538 (4.3005)  acc1: 38.2812 (34.7548)  acc5: 62.8906 (57.3791)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [57]  [ 730/1251]  eta: 0:04:09  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.0850 (4.2991)  acc1: 37.5000 (34.7790)  acc5: 63.2812 (57.4229)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [57]  [ 740/1251]  eta: 0:04:05  lr: 2.944e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.1094 (4.3007)  acc1: 36.3281 (34.7625)  acc5: 60.9375 (57.4018)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [57]  [ 750/1251]  eta: 0:04:00  lr: 2.944e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.3426 (4.3029)  acc1: 33.2031 (34.7453)  acc5: 59.3750 (57.3881)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [57]  [ 760/1251]  eta: 0:03:55  lr: 2.944e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3426 (4.3035)  acc1: 34.7656 (34.7122)  acc5: 58.9844 (57.3659)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [57]  [ 770/1251]  eta: 0:03:50  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3315 (4.3044)  acc1: 35.1562 (34.7043)  acc5: 58.9844 (57.3535)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [57]  [ 780/1251]  eta: 0:03:45  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.1102 (4.3026)  acc1: 37.1094 (34.7256)  acc5: 62.1094 (57.3679)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [57]  [ 790/1251]  eta: 0:03:40  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.8690 (4.2985)  acc1: 40.6250 (34.7938)  acc5: 64.0625 (57.4584)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [57]  [ 800/1251]  eta: 0:03:36  lr: 2.944e-02  img/s: 4.95e+02  pen: 4.5e-02  loss: 3.9500 (4.3010)  acc1: 39.8438 (34.7500)  acc5: 63.6719 (57.4141)  time: 0.4770  data: 0.0003  max mem: 42896
Epoch: [57]  [ 810/1251]  eta: 0:03:31  lr: 2.944e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.5281 (4.3018)  acc1: 36.3281 (34.7565)  acc5: 58.9844 (57.4103)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [57]  [ 820/1251]  eta: 0:03:26  lr: 2.944e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.6972 (4.3067)  acc1: 35.9375 (34.7000)  acc5: 54.2969 (57.3343)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [57]  [ 830/1251]  eta: 0:03:21  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2639 (4.3027)  acc1: 35.9375 (34.7318)  acc5: 55.4688 (57.3913)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [57]  [ 840/1251]  eta: 0:03:16  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.2079 (4.3041)  acc1: 37.1094 (34.7215)  acc5: 61.7188 (57.3819)  time: 0.4773  data: 0.0003  max mem: 42896
Epoch: [57]  [ 850/1251]  eta: 0:03:12  lr: 2.944e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.6212 (4.3049)  acc1: 34.7656 (34.7266)  acc5: 59.3750 (57.3920)  time: 0.4770  data: 0.0003  max mem: 42896
Epoch: [57]  [ 860/1251]  eta: 0:03:07  lr: 2.944e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.0647 (4.3014)  acc1: 38.6719 (34.7801)  acc5: 60.9375 (57.4441)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [57]  [ 870/1251]  eta: 0:03:02  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.7277 (4.2987)  acc1: 39.0625 (34.7966)  acc5: 62.1094 (57.4708)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [57]  [ 880/1251]  eta: 0:02:57  lr: 2.944e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.3225 (4.2996)  acc1: 35.9375 (34.7927)  acc5: 59.3750 (57.4534)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [57]  [ 890/1251]  eta: 0:02:52  lr: 2.944e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.4076 (4.2984)  acc1: 34.3750 (34.8029)  acc5: 57.8125 (57.4793)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [57]  [ 900/1251]  eta: 0:02:48  lr: 2.944e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.6269 (4.3031)  acc1: 32.4219 (34.7340)  acc5: 54.6875 (57.3985)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [57]  [ 910/1251]  eta: 0:02:43  lr: 2.944e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.6473 (4.3062)  acc1: 32.4219 (34.7082)  acc5: 53.5156 (57.3696)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [57]  [ 920/1251]  eta: 0:02:38  lr: 2.944e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3472 (4.3051)  acc1: 37.5000 (34.7453)  acc5: 60.1562 (57.3977)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [57]  [ 930/1251]  eta: 0:02:33  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2846 (4.3077)  acc1: 37.5000 (34.6972)  acc5: 58.2031 (57.3451)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [57]  [ 940/1251]  eta: 0:02:28  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.2846 (4.3061)  acc1: 37.8906 (34.7395)  acc5: 60.1562 (57.3853)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [57]  [ 950/1251]  eta: 0:02:24  lr: 2.944e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 4.2161 (4.3070)  acc1: 39.0625 (34.7393)  acc5: 63.2812 (57.3808)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [57]  [ 960/1251]  eta: 0:02:19  lr: 2.944e-02  img/s: 5.09e+02  pen: 4.1e-02  loss: 4.2977 (4.3075)  acc1: 36.7188 (34.7181)  acc5: 60.9375 (57.3552)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [57]  [ 970/1251]  eta: 0:02:14  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.0505 (4.3052)  acc1: 38.6719 (34.7495)  acc5: 61.3281 (57.3925)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [57]  [ 980/1251]  eta: 0:02:09  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.9585 (4.3059)  acc1: 38.2812 (34.7266)  acc5: 65.6250 (57.3578)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [57]  [ 990/1251]  eta: 0:02:04  lr: 2.944e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.2961 (4.3068)  acc1: 33.9844 (34.7266)  acc5: 54.2969 (57.3564)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [57]  [1000/1251]  eta: 0:02:00  lr: 2.944e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.0714 (4.3036)  acc1: 36.7188 (34.7645)  acc5: 59.7656 (57.3981)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [57]  [1010/1251]  eta: 0:01:55  lr: 2.944e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.0714 (4.3022)  acc1: 36.3281 (34.7819)  acc5: 59.7656 (57.4226)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [57]  [1020/1251]  eta: 0:01:50  lr: 2.944e-02  img/s: 5.31e+02  pen: 4.5e-02  loss: 4.0996 (4.3035)  acc1: 35.1562 (34.7664)  acc5: 58.5938 (57.4081)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [57]  [1030/1251]  eta: 0:01:45  lr: 2.944e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.7786 (4.3057)  acc1: 30.8594 (34.7490)  acc5: 55.4688 (57.3768)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [57]  [1040/1251]  eta: 0:01:40  lr: 2.944e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.5025 (4.3061)  acc1: 33.5938 (34.7544)  acc5: 60.1562 (57.3892)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [57]  [1050/1251]  eta: 0:01:36  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1296 (4.3050)  acc1: 37.8906 (34.7597)  acc5: 61.7188 (57.4104)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [57]  [1060/1251]  eta: 0:01:31  lr: 2.944e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.7309 (4.3010)  acc1: 40.6250 (34.8113)  acc5: 63.2812 (57.4686)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [57]  [1070/1251]  eta: 0:01:26  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2690 (4.3043)  acc1: 37.8906 (34.7470)  acc5: 60.1562 (57.3887)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [57]  [1080/1251]  eta: 0:01:21  lr: 2.944e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6451 (4.3041)  acc1: 32.4219 (34.7486)  acc5: 55.0781 (57.3937)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [57]  [1090/1251]  eta: 0:01:17  lr: 2.944e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.2640 (4.3025)  acc1: 36.7188 (34.7606)  acc5: 60.1562 (57.3965)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [57]  [1100/1251]  eta: 0:01:12  lr: 2.944e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.3079 (4.3030)  acc1: 37.1094 (34.7553)  acc5: 63.2812 (57.3931)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [57]  [1110/1251]  eta: 0:01:07  lr: 2.944e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.3670 (4.3039)  acc1: 37.5000 (34.7582)  acc5: 62.1094 (57.3959)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [57]  [1120/1251]  eta: 0:01:02  lr: 2.944e-02  img/s: 5.09e+02  pen: 4.2e-02  loss: 4.0771 (4.3009)  acc1: 37.8906 (34.7942)  acc5: 64.4531 (57.4501)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [57]  [1130/1251]  eta: 0:00:57  lr: 2.944e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.0639 (4.3034)  acc1: 35.1562 (34.7570)  acc5: 62.1094 (57.4195)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [57]  [1140/1251]  eta: 0:00:53  lr: 2.944e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.8187 (4.2991)  acc1: 38.6719 (34.7903)  acc5: 62.1094 (57.4681)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [57]  [1150/1251]  eta: 0:00:48  lr: 2.944e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 4.0554 (4.3003)  acc1: 39.0625 (34.7724)  acc5: 61.7188 (57.4466)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [57]  [1160/1251]  eta: 0:00:43  lr: 2.944e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2819 (4.3003)  acc1: 36.7188 (34.7599)  acc5: 60.5469 (57.4377)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [57]  [1170/1251]  eta: 0:00:38  lr: 2.944e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.0650 (4.3004)  acc1: 36.7188 (34.7646)  acc5: 60.1562 (57.4259)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [57]  [1180/1251]  eta: 0:00:33  lr: 2.944e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.6175 (4.3032)  acc1: 32.8125 (34.7385)  acc5: 55.4688 (57.3789)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [57]  [1190/1251]  eta: 0:00:29  lr: 2.944e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.3119 (4.3024)  acc1: 34.7656 (34.7423)  acc5: 56.6406 (57.4015)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [57]  [1200/1251]  eta: 0:00:24  lr: 2.944e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.0707 (4.3004)  acc1: 39.0625 (34.7549)  acc5: 62.8906 (57.4186)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [57]  [1210/1251]  eta: 0:00:19  lr: 2.944e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.0432 (4.2988)  acc1: 39.8438 (34.7814)  acc5: 64.4531 (57.4545)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [57]  [1220/1251]  eta: 0:00:14  lr: 2.944e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.0890 (4.2988)  acc1: 38.2812 (34.7925)  acc5: 63.2812 (57.4414)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [57]  [1230/1251]  eta: 0:00:10  lr: 2.944e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.6530 (4.2990)  acc1: 35.1562 (34.7786)  acc5: 55.4688 (57.4339)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [57]  [1240/1251]  eta: 0:00:05  lr: 2.944e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.7122 (4.3001)  acc1: 33.5938 (34.7650)  acc5: 55.0781 (57.4216)  time: 0.4741  data: 0.0005  max mem: 42896
Epoch: [57]  [1250/1251]  eta: 0:00:00  lr: 2.944e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.6895 (4.3014)  acc1: 34.3750 (34.7700)  acc5: 55.0781 (57.4253)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [57] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:14  loss: 2.8067 (2.8067)  acc1: 66.7969 (66.7969)  acc5: 89.0625 (89.0625)  time: 2.7350  data: 2.4880  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 47.910 Acc@5 73.314 Loss: 3.426
Test: EMA  [ 0/49]  eta: 0:02:58  loss: nan (nan)  acc1: 4.6875 (4.6875)  acc5: 25.7812 (25.7812)  time: 3.6427  data: 3.3964  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 2.092 Acc@5 4.590 Loss: nan
Epoch: [58]  [   0/1251]  eta: 1:11:56  lr: 2.942e-02  img/s: 4.92e+02  pen: 4.3e-02  loss: 3.5106 (3.5106)  acc1: 46.4844 (46.4844)  acc5: 66.4062 (66.4062)  time: 3.4501  data: 2.9299  max mem: 42896
Epoch: [58]  [  10/1251]  eta: 0:15:23  lr: 2.942e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.6412 (4.0931)  acc1: 41.4062 (38.2457)  acc5: 63.6719 (61.1151)  time: 0.7443  data: 0.2667  max mem: 42896
Epoch: [58]  [  20/1251]  eta: 0:12:37  lr: 2.942e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.6510 (4.1513)  acc1: 39.4531 (36.1235)  acc5: 62.8906 (59.0588)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [58]  [  30/1251]  eta: 0:11:35  lr: 2.942e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.3219 (4.2273)  acc1: 35.9375 (36.0005)  acc5: 58.5938 (58.5559)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [58]  [  40/1251]  eta: 0:11:01  lr: 2.942e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.9285 (4.1665)  acc1: 39.4531 (36.5568)  acc5: 65.6250 (59.4893)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [58]  [  50/1251]  eta: 0:10:39  lr: 2.942e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.3814 (4.2079)  acc1: 38.2812 (36.0294)  acc5: 61.3281 (59.0916)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [58]  [  60/1251]  eta: 0:10:22  lr: 2.942e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.6992 (4.2946)  acc1: 29.2969 (35.0218)  acc5: 55.0781 (57.9406)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [58]  [  70/1251]  eta: 0:10:09  lr: 2.942e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.4322 (4.2439)  acc1: 35.1562 (35.6899)  acc5: 59.7656 (58.7093)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [58]  [  80/1251]  eta: 0:09:57  lr: 2.942e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.9710 (4.2582)  acc1: 37.8906 (35.5758)  acc5: 62.8906 (58.3574)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [58]  [  90/1251]  eta: 0:09:47  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2426 (4.2440)  acc1: 39.0625 (35.9332)  acc5: 60.5469 (58.7268)  time: 0.4728  data: 0.0003  max mem: 42896
Epoch: [58]  [ 100/1251]  eta: 0:09:39  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.1047 (4.2597)  acc1: 38.2812 (35.8060)  acc5: 60.1562 (58.6982)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [58]  [ 110/1251]  eta: 0:09:31  lr: 2.942e-02  img/s: 5.43e+02  pen: 4.7e-02  loss: 4.6821 (4.2787)  acc1: 35.1562 (35.5539)  acc5: 57.4219 (58.4178)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [58]  [ 120/1251]  eta: 0:09:23  lr: 2.942e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.6660 (4.2619)  acc1: 35.1562 (35.8019)  acc5: 57.4219 (58.4937)  time: 0.4728  data: 0.0003  max mem: 42896
Epoch: [58]  [ 130/1251]  eta: 0:09:16  lr: 2.942e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.6660 (4.2941)  acc1: 33.2031 (35.3292)  acc5: 54.6875 (57.8930)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [58]  [ 140/1251]  eta: 0:09:10  lr: 2.942e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.8371 (4.3102)  acc1: 28.9062 (35.1701)  acc5: 52.3438 (57.6851)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [58]  [ 150/1251]  eta: 0:09:03  lr: 2.942e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.6415 (4.3138)  acc1: 33.5938 (35.1433)  acc5: 57.4219 (57.7737)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [58]  [ 160/1251]  eta: 0:08:57  lr: 2.942e-02  img/s: 5.09e+02  pen: 4.4e-02  loss: 4.5578 (4.3220)  acc1: 36.7188 (35.0907)  acc5: 58.5938 (57.6038)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [58]  [ 170/1251]  eta: 0:08:51  lr: 2.942e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.9763 (4.2971)  acc1: 39.0625 (35.3893)  acc5: 61.7188 (57.9084)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [58]  [ 180/1251]  eta: 0:08:45  lr: 2.942e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 3.9763 (4.2977)  acc1: 39.0625 (35.4217)  acc5: 62.1094 (57.8859)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [58]  [ 190/1251]  eta: 0:08:39  lr: 2.942e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.2179 (4.2977)  acc1: 36.7188 (35.4017)  acc5: 58.9844 (57.8616)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [58]  [ 200/1251]  eta: 0:08:34  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2301 (4.2959)  acc1: 35.5469 (35.4225)  acc5: 62.1094 (57.9874)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [58]  [ 210/1251]  eta: 0:08:28  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3359 (4.2956)  acc1: 35.5469 (35.3729)  acc5: 62.1094 (57.8421)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [58]  [ 220/1251]  eta: 0:08:23  lr: 2.942e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 3.7437 (4.2831)  acc1: 37.8906 (35.4444)  acc5: 62.1094 (57.9380)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [58]  [ 230/1251]  eta: 0:08:17  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.6801 (4.2934)  acc1: 32.0312 (35.3321)  acc5: 55.8594 (57.7719)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [58]  [ 240/1251]  eta: 0:08:12  lr: 2.942e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.1368 (4.2790)  acc1: 36.7188 (35.5339)  acc5: 61.7188 (57.9811)  time: 0.4771  data: 0.0004  max mem: 42896
Epoch: [58]  [ 250/1251]  eta: 0:08:06  lr: 2.942e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.1957 (4.2991)  acc1: 35.5469 (35.2636)  acc5: 60.1562 (57.6989)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [58]  [ 260/1251]  eta: 0:08:01  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.8683 (4.3048)  acc1: 28.5156 (35.1937)  acc5: 51.5625 (57.6060)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [58]  [ 270/1251]  eta: 0:07:56  lr: 2.942e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.3951 (4.3014)  acc1: 37.1094 (35.2528)  acc5: 58.2031 (57.6784)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [58]  [ 280/1251]  eta: 0:07:51  lr: 2.942e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.9814 (4.2977)  acc1: 37.1094 (35.2452)  acc5: 60.1562 (57.6846)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [58]  [ 290/1251]  eta: 0:07:46  lr: 2.942e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.9111 (4.2956)  acc1: 37.5000 (35.2797)  acc5: 61.7188 (57.7024)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [58]  [ 300/1251]  eta: 0:07:40  lr: 2.942e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.0323 (4.2872)  acc1: 38.6719 (35.3782)  acc5: 61.7188 (57.8865)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [58]  [ 310/1251]  eta: 0:07:35  lr: 2.942e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.3424 (4.2954)  acc1: 35.9375 (35.2442)  acc5: 60.9375 (57.7258)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [58]  [ 320/1251]  eta: 0:07:30  lr: 2.942e-02  img/s: 5.09e+02  pen: 4.3e-02  loss: 4.8011 (4.3074)  acc1: 32.8125 (34.9908)  acc5: 55.4688 (57.4401)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [58]  [ 330/1251]  eta: 0:07:25  lr: 2.942e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.5840 (4.3076)  acc1: 34.7656 (35.0217)  acc5: 55.4688 (57.4950)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [58]  [ 340/1251]  eta: 0:07:20  lr: 2.942e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.5437 (4.3163)  acc1: 33.5938 (34.9501)  acc5: 56.6406 (57.4081)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [58]  [ 350/1251]  eta: 0:07:15  lr: 2.942e-02  img/s: 5.37e+02  pen: 3.6e-02  loss: 4.1603 (4.3080)  acc1: 34.7656 (35.0405)  acc5: 58.2031 (57.4797)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [58]  [ 360/1251]  eta: 0:07:10  lr: 2.942e-02  img/s: 5.38e+02  pen: 3.8e-02  loss: 4.1603 (4.3123)  acc1: 36.7188 (35.0177)  acc5: 61.7188 (57.4706)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [58]  [ 370/1251]  eta: 0:07:05  lr: 2.942e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.4437 (4.3191)  acc1: 34.7656 (34.9288)  acc5: 56.2500 (57.3945)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [58]  [ 380/1251]  eta: 0:07:00  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4215 (4.3215)  acc1: 28.9062 (34.8917)  acc5: 54.6875 (57.3481)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [58]  [ 390/1251]  eta: 0:06:55  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.7133 (4.3117)  acc1: 41.0156 (35.0024)  acc5: 64.0625 (57.4578)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [58]  [ 400/1251]  eta: 0:06:50  lr: 2.942e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.8709 (4.3113)  acc1: 39.8438 (35.0082)  acc5: 62.8906 (57.4716)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [58]  [ 410/1251]  eta: 0:06:45  lr: 2.942e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.5426 (4.3175)  acc1: 31.2500 (34.8911)  acc5: 56.2500 (57.3278)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [58]  [ 420/1251]  eta: 0:06:40  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.6814 (4.3148)  acc1: 35.1562 (34.9827)  acc5: 57.0312 (57.4228)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [58]  [ 430/1251]  eta: 0:06:35  lr: 2.942e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.0788 (4.3138)  acc1: 36.7188 (34.9985)  acc5: 61.3281 (57.4318)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [58]  [ 440/1251]  eta: 0:06:30  lr: 2.942e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.2957 (4.3114)  acc1: 39.4531 (35.0269)  acc5: 61.3281 (57.4564)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [58]  [ 450/1251]  eta: 0:06:25  lr: 2.942e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.2707 (4.3104)  acc1: 37.5000 (35.0211)  acc5: 61.3281 (57.4825)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [58]  [ 460/1251]  eta: 0:06:20  lr: 2.942e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2707 (4.3123)  acc1: 35.5469 (34.9690)  acc5: 62.1094 (57.4439)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [58]  [ 470/1251]  eta: 0:06:15  lr: 2.942e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.4908 (4.3158)  acc1: 33.5938 (34.9282)  acc5: 57.4219 (57.3895)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [58]  [ 480/1251]  eta: 0:06:11  lr: 2.942e-02  img/s: 5.07e+02  pen: 4.4e-02  loss: 4.4908 (4.3146)  acc1: 34.7656 (34.9313)  acc5: 61.3281 (57.4503)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [58]  [ 490/1251]  eta: 0:06:06  lr: 2.942e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.2162 (4.3154)  acc1: 36.3281 (34.9271)  acc5: 62.8906 (57.4648)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [58]  [ 500/1251]  eta: 0:06:01  lr: 2.942e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.8826 (4.3275)  acc1: 27.3438 (34.7508)  acc5: 50.3906 (57.2691)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [58]  [ 510/1251]  eta: 0:05:56  lr: 2.942e-02  img/s: 5.40e+02  pen: 3.4e-02  loss: 4.8896 (4.3306)  acc1: 27.3438 (34.7205)  acc5: 49.6094 (57.2376)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [58]  [ 520/1251]  eta: 0:05:51  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.5299 (4.3311)  acc1: 34.3750 (34.6921)  acc5: 57.8125 (57.2322)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [58]  [ 530/1251]  eta: 0:05:46  lr: 2.942e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4352 (4.3281)  acc1: 34.3750 (34.7215)  acc5: 57.8125 (57.2747)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [58]  [ 540/1251]  eta: 0:05:41  lr: 2.942e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.4559 (4.3289)  acc1: 34.3750 (34.7035)  acc5: 57.4219 (57.2666)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [58]  [ 550/1251]  eta: 0:05:36  lr: 2.942e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.4324 (4.3305)  acc1: 34.3750 (34.6834)  acc5: 58.5938 (57.2276)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [58]  [ 560/1251]  eta: 0:05:31  lr: 2.942e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.6380 (4.3344)  acc1: 33.2031 (34.6034)  acc5: 53.5156 (57.1378)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [58]  [ 570/1251]  eta: 0:05:27  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.7623 (4.3351)  acc1: 31.6406 (34.6001)  acc5: 54.2969 (57.1544)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [58]  [ 580/1251]  eta: 0:05:22  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.6806 (4.3417)  acc1: 32.4219 (34.5444)  acc5: 55.4688 (57.0877)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [58]  [ 590/1251]  eta: 0:05:17  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.6367 (4.3407)  acc1: 33.5938 (34.5680)  acc5: 55.4688 (57.0841)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [58]  [ 600/1251]  eta: 0:05:12  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.7732 (4.3322)  acc1: 39.0625 (34.6408)  acc5: 64.0625 (57.1918)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [58]  [ 610/1251]  eta: 0:05:07  lr: 2.942e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 3.6458 (4.3329)  acc1: 35.9375 (34.5930)  acc5: 60.5469 (57.1406)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [58]  [ 620/1251]  eta: 0:05:02  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.6461 (4.3373)  acc1: 33.2031 (34.5304)  acc5: 56.6406 (57.0470)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [58]  [ 630/1251]  eta: 0:04:57  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5362 (4.3349)  acc1: 32.8125 (34.5589)  acc5: 58.9844 (57.0938)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [58]  [ 640/1251]  eta: 0:04:53  lr: 2.942e-02  img/s: 5.09e+02  pen: 3.9e-02  loss: 4.4271 (4.3396)  acc1: 34.7656 (34.5273)  acc5: 58.9844 (57.0465)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [58]  [ 650/1251]  eta: 0:04:48  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2401 (4.3364)  acc1: 37.5000 (34.5454)  acc5: 62.1094 (57.0637)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [58]  [ 660/1251]  eta: 0:04:43  lr: 2.942e-02  img/s: 5.36e+02  pen: 4.5e-02  loss: 4.2401 (4.3369)  acc1: 37.8906 (34.5369)  acc5: 62.1094 (57.0519)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [58]  [ 670/1251]  eta: 0:04:38  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3117 (4.3380)  acc1: 37.5000 (34.5106)  acc5: 60.9375 (57.0330)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [58]  [ 680/1251]  eta: 0:04:33  lr: 2.942e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.9135 (4.3328)  acc1: 38.6719 (34.5855)  acc5: 63.6719 (57.1225)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [58]  [ 690/1251]  eta: 0:04:28  lr: 2.942e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4413 (4.3363)  acc1: 35.9375 (34.5621)  acc5: 59.3750 (57.0963)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [58]  [ 700/1251]  eta: 0:04:24  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.5555 (4.3371)  acc1: 32.8125 (34.5416)  acc5: 57.8125 (57.0613)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [58]  [ 710/1251]  eta: 0:04:19  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.4448 (4.3348)  acc1: 36.3281 (34.5931)  acc5: 58.5938 (57.1181)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [58]  [ 720/1251]  eta: 0:04:14  lr: 2.942e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.4448 (4.3359)  acc1: 36.7188 (34.5950)  acc5: 61.3281 (57.1196)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [58]  [ 730/1251]  eta: 0:04:09  lr: 2.942e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.9705 (4.3313)  acc1: 40.2344 (34.6342)  acc5: 61.7188 (57.1451)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [58]  [ 740/1251]  eta: 0:04:04  lr: 2.942e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 3.9573 (4.3299)  acc1: 39.0625 (34.6718)  acc5: 62.5000 (57.2057)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [58]  [ 750/1251]  eta: 0:03:59  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2800 (4.3309)  acc1: 37.1094 (34.6756)  acc5: 60.5469 (57.1904)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [58]  [ 760/1251]  eta: 0:03:55  lr: 2.942e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.7107 (4.3336)  acc1: 34.3750 (34.6322)  acc5: 52.7344 (57.1457)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [58]  [ 770/1251]  eta: 0:03:50  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.0574 (4.3299)  acc1: 37.1094 (34.6785)  acc5: 60.5469 (57.1853)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [58]  [ 780/1251]  eta: 0:03:45  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.9378 (4.3281)  acc1: 38.6719 (34.6956)  acc5: 63.6719 (57.2063)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [58]  [ 790/1251]  eta: 0:03:40  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3207 (4.3279)  acc1: 37.1094 (34.6683)  acc5: 61.7188 (57.1755)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [58]  [ 800/1251]  eta: 0:03:35  lr: 2.942e-02  img/s: 5.08e+02  pen: 4.5e-02  loss: 4.3609 (4.3293)  acc1: 36.7188 (34.6408)  acc5: 57.0312 (57.1420)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [58]  [ 810/1251]  eta: 0:03:31  lr: 2.942e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.1737 (4.3276)  acc1: 36.3281 (34.6741)  acc5: 59.7656 (57.1618)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [58]  [ 820/1251]  eta: 0:03:26  lr: 2.942e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.7823 (4.3253)  acc1: 36.3281 (34.6904)  acc5: 62.8906 (57.1883)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [58]  [ 830/1251]  eta: 0:03:21  lr: 2.942e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.6433 (4.3200)  acc1: 40.6250 (34.7388)  acc5: 62.8906 (57.2465)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [58]  [ 840/1251]  eta: 0:03:16  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.6178 (4.3187)  acc1: 40.6250 (34.7503)  acc5: 62.8906 (57.2616)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [58]  [ 850/1251]  eta: 0:03:11  lr: 2.942e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.8136 (4.3241)  acc1: 28.1250 (34.6761)  acc5: 51.1719 (57.1648)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [58]  [ 860/1251]  eta: 0:03:07  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.8103 (4.3252)  acc1: 28.1250 (34.6667)  acc5: 51.1719 (57.1583)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [58]  [ 870/1251]  eta: 0:03:02  lr: 2.942e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.3870 (4.3245)  acc1: 32.0312 (34.6553)  acc5: 57.8125 (57.1425)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [58]  [ 880/1251]  eta: 0:02:57  lr: 2.942e-02  img/s: 5.37e+02  pen: 4.2e-02  loss: 4.3593 (4.3230)  acc1: 34.7656 (34.6787)  acc5: 60.1562 (57.1864)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [58]  [ 890/1251]  eta: 0:02:52  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3593 (4.3235)  acc1: 34.7656 (34.6486)  acc5: 60.1562 (57.1650)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [58]  [ 900/1251]  eta: 0:02:47  lr: 2.942e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.7260 (4.3252)  acc1: 30.8594 (34.6477)  acc5: 55.4688 (57.1483)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [58]  [ 910/1251]  eta: 0:02:43  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.7407 (4.3275)  acc1: 32.8125 (34.6125)  acc5: 53.1250 (57.1166)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [58]  [ 920/1251]  eta: 0:02:38  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.4164 (4.3252)  acc1: 36.3281 (34.6269)  acc5: 61.3281 (57.1322)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [58]  [ 930/1251]  eta: 0:02:33  lr: 2.942e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.2114 (4.3257)  acc1: 39.0625 (34.6330)  acc5: 62.5000 (57.1424)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [58]  [ 940/1251]  eta: 0:02:28  lr: 2.942e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.2652 (4.3246)  acc1: 38.2812 (34.6436)  acc5: 62.5000 (57.1520)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [58]  [ 950/1251]  eta: 0:02:23  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9144 (4.3241)  acc1: 38.2812 (34.6362)  acc5: 60.5469 (57.1257)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [58]  [ 960/1251]  eta: 0:02:19  lr: 2.942e-02  img/s: 5.09e+02  pen: 3.8e-02  loss: 4.4089 (4.3264)  acc1: 35.1562 (34.6197)  acc5: 58.9844 (57.0963)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [58]  [ 970/1251]  eta: 0:02:14  lr: 2.942e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.4110 (4.3262)  acc1: 35.1562 (34.5971)  acc5: 58.9844 (57.0715)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [58]  [ 980/1251]  eta: 0:02:09  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.3885 (4.3255)  acc1: 37.1094 (34.6079)  acc5: 62.8906 (57.0930)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [58]  [ 990/1251]  eta: 0:02:04  lr: 2.942e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.4234 (4.3248)  acc1: 38.2812 (34.6296)  acc5: 62.1094 (57.1093)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [58]  [1000/1251]  eta: 0:02:00  lr: 2.942e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.6515 (4.3274)  acc1: 33.9844 (34.5846)  acc5: 57.8125 (57.0531)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [58]  [1010/1251]  eta: 0:01:55  lr: 2.942e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.8493 (4.3276)  acc1: 31.2500 (34.5740)  acc5: 51.9531 (57.0436)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [58]  [1020/1251]  eta: 0:01:50  lr: 2.942e-02  img/s: 5.38e+02  pen: 4.9e-02  loss: 4.1817 (4.3258)  acc1: 37.8906 (34.5873)  acc5: 60.9375 (57.0622)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [58]  [1030/1251]  eta: 0:01:45  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5030 (4.3294)  acc1: 33.9844 (34.5485)  acc5: 59.7656 (57.0081)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [58]  [1040/1251]  eta: 0:01:40  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3040 (4.3272)  acc1: 35.9375 (34.5765)  acc5: 59.3750 (57.0410)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [58]  [1050/1251]  eta: 0:01:36  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1708 (4.3272)  acc1: 38.6719 (34.5705)  acc5: 62.5000 (57.0428)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [58]  [1060/1251]  eta: 0:01:31  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2348 (4.3273)  acc1: 35.5469 (34.5676)  acc5: 60.5469 (57.0500)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [58]  [1070/1251]  eta: 0:01:26  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.2285 (4.3266)  acc1: 36.3281 (34.5679)  acc5: 60.5469 (57.0564)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [58]  [1080/1251]  eta: 0:01:21  lr: 2.942e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.0018 (4.3257)  acc1: 35.9375 (34.5629)  acc5: 60.5469 (57.0511)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [58]  [1090/1251]  eta: 0:01:16  lr: 2.942e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.5198 (4.3277)  acc1: 33.5938 (34.5444)  acc5: 55.4688 (57.0309)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [58]  [1100/1251]  eta: 0:01:12  lr: 2.942e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.4449 (4.3264)  acc1: 33.9844 (34.5453)  acc5: 60.5469 (57.0369)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [58]  [1110/1251]  eta: 0:01:07  lr: 2.942e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.3521 (4.3278)  acc1: 33.2031 (34.5153)  acc5: 57.8125 (56.9964)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [58]  [1120/1251]  eta: 0:01:02  lr: 2.942e-02  img/s: 5.08e+02  pen: 4.2e-02  loss: 4.7385 (4.3305)  acc1: 33.2031 (34.4910)  acc5: 55.8594 (56.9643)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [58]  [1130/1251]  eta: 0:00:57  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2874 (4.3272)  acc1: 36.3281 (34.5225)  acc5: 60.1562 (57.0119)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [58]  [1140/1251]  eta: 0:00:53  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.0837 (4.3273)  acc1: 37.1094 (34.5226)  acc5: 62.1094 (57.0172)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [58]  [1150/1251]  eta: 0:00:48  lr: 2.942e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.4356 (4.3295)  acc1: 35.9375 (34.5128)  acc5: 58.5938 (57.0051)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [58]  [1160/1251]  eta: 0:00:43  lr: 2.942e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.5718 (4.3297)  acc1: 34.7656 (34.5224)  acc5: 57.8125 (57.0201)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [58]  [1170/1251]  eta: 0:00:38  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5783 (4.3302)  acc1: 34.7656 (34.5281)  acc5: 57.0312 (57.0192)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [58]  [1180/1251]  eta: 0:00:33  lr: 2.942e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 3.9427 (4.3278)  acc1: 37.8906 (34.5546)  acc5: 64.4531 (57.0613)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [58]  [1190/1251]  eta: 0:00:29  lr: 2.942e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.4165 (4.3307)  acc1: 37.1094 (34.5262)  acc5: 61.3281 (57.0326)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [58]  [1200/1251]  eta: 0:00:24  lr: 2.942e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.4905 (4.3309)  acc1: 35.5469 (34.5327)  acc5: 58.9844 (57.0407)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [58]  [1210/1251]  eta: 0:00:19  lr: 2.942e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.4183 (4.3298)  acc1: 36.3281 (34.5543)  acc5: 60.1562 (57.0819)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [58]  [1220/1251]  eta: 0:00:14  lr: 2.942e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.9931 (4.3280)  acc1: 38.6719 (34.5817)  acc5: 62.1094 (57.1151)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [58]  [1230/1251]  eta: 0:00:10  lr: 2.942e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.9931 (4.3268)  acc1: 38.6719 (34.5936)  acc5: 60.5469 (57.1360)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [58]  [1240/1251]  eta: 0:00:05  lr: 2.942e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.2128 (4.3272)  acc1: 35.9375 (34.5966)  acc5: 60.1562 (57.1251)  time: 0.4737  data: 0.0006  max mem: 42896
Epoch: [58]  [1250/1251]  eta: 0:00:00  lr: 2.942e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.2649 (4.3280)  acc1: 35.9375 (34.5926)  acc5: 57.4219 (57.1181)  time: 0.4748  data: 0.0005  max mem: 42896
Epoch: [58] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:22  loss: 2.7584 (2.7584)  acc1: 68.7500 (68.7500)  acc5: 87.5000 (87.5000)  time: 2.9047  data: 2.6566  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 50.650 Acc@5 75.906 Loss: 3.291
Test: EMA  [ 0/49]  eta: 0:02:34  loss: nan (nan)  acc1: 5.0781 (5.0781)  acc5: 25.3906 (25.3906)  time: 3.1601  data: 2.9104  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 2.496 Acc@5 5.366 Loss: nan
Epoch: [59]  [   0/1251]  eta: 1:11:10  lr: 2.939e-02  img/s: 4.04e+02  pen: 3.9e-02  loss: 4.3700 (4.3700)  acc1: 38.6719 (38.6719)  acc5: 63.2812 (63.2812)  time: 3.4135  data: 2.7795  max mem: 42896
Epoch: [59]  [  10/1251]  eta: 0:15:20  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.1721 (4.1740)  acc1: 39.8438 (36.0085)  acc5: 65.2344 (58.3097)  time: 0.7418  data: 0.2530  max mem: 42896
Epoch: [59]  [  20/1251]  eta: 0:12:36  lr: 2.939e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.1721 (4.2215)  acc1: 35.1562 (36.0491)  acc5: 58.9844 (58.6124)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [59]  [  30/1251]  eta: 0:11:34  lr: 2.939e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.4733 (4.2418)  acc1: 35.1562 (35.9753)  acc5: 58.9844 (58.2787)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [59]  [  40/1251]  eta: 0:11:01  lr: 2.939e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.3017 (4.2667)  acc1: 37.1094 (35.3277)  acc5: 61.7188 (57.8411)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [59]  [  50/1251]  eta: 0:10:38  lr: 2.939e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.1949 (4.2192)  acc1: 37.1094 (35.8226)  acc5: 62.1094 (58.6167)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [59]  [  60/1251]  eta: 0:10:22  lr: 2.939e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3475 (4.2918)  acc1: 32.8125 (34.6824)  acc5: 55.4688 (57.4219)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [59]  [  70/1251]  eta: 0:10:09  lr: 2.939e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.8107 (4.2917)  acc1: 30.4688 (34.6556)  acc5: 52.3438 (57.5539)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [59]  [  80/1251]  eta: 0:09:58  lr: 2.939e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.0202 (4.2792)  acc1: 37.8906 (34.9151)  acc5: 63.2812 (57.8559)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [59]  [  90/1251]  eta: 0:09:48  lr: 2.939e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.3360 (4.3040)  acc1: 35.1562 (34.3278)  acc5: 59.7656 (57.0355)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [59]  [ 100/1251]  eta: 0:09:39  lr: 2.939e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.8281 (4.3290)  acc1: 26.1719 (33.8451)  acc5: 46.0938 (56.4279)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [59]  [ 110/1251]  eta: 0:09:31  lr: 2.939e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.6099 (4.3358)  acc1: 28.1250 (33.8788)  acc5: 55.0781 (56.4999)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [59]  [ 120/1251]  eta: 0:09:24  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.5467 (4.3277)  acc1: 36.7188 (34.0070)  acc5: 59.7656 (56.6309)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [59]  [ 130/1251]  eta: 0:09:17  lr: 2.939e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 4.3122 (4.3265)  acc1: 37.5000 (34.1901)  acc5: 61.7188 (56.7659)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [59]  [ 140/1251]  eta: 0:09:10  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.7538 (4.3514)  acc1: 32.8125 (33.9123)  acc5: 53.5156 (56.3996)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [59]  [ 150/1251]  eta: 0:09:03  lr: 2.939e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.8988 (4.3636)  acc1: 28.9062 (33.7127)  acc5: 53.5156 (56.0844)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [59]  [ 160/1251]  eta: 0:08:57  lr: 2.939e-02  img/s: 5.07e+02  pen: 4.3e-02  loss: 4.0191 (4.3477)  acc1: 33.9844 (33.9771)  acc5: 58.9844 (56.3689)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [59]  [ 170/1251]  eta: 0:08:51  lr: 2.939e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.3735 (4.3576)  acc1: 30.8594 (33.8656)  acc5: 54.6875 (56.2569)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [59]  [ 180/1251]  eta: 0:08:45  lr: 2.939e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.6570 (4.3618)  acc1: 33.9844 (33.8635)  acc5: 57.4219 (56.2004)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [59]  [ 190/1251]  eta: 0:08:39  lr: 2.939e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 3.8304 (4.3339)  acc1: 40.6250 (34.2421)  acc5: 63.2812 (56.5834)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [59]  [ 200/1251]  eta: 0:08:34  lr: 2.939e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.1296 (4.3542)  acc1: 40.2344 (33.9960)  acc5: 60.5469 (56.3200)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [59]  [ 210/1251]  eta: 0:08:28  lr: 2.939e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.5606 (4.3348)  acc1: 32.4219 (34.1362)  acc5: 55.8594 (56.4833)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [59]  [ 220/1251]  eta: 0:08:23  lr: 2.939e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.8868 (4.3297)  acc1: 39.0625 (34.2195)  acc5: 63.6719 (56.6512)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [59]  [ 230/1251]  eta: 0:08:17  lr: 2.939e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.1302 (4.3134)  acc1: 40.2344 (34.4697)  acc5: 63.6719 (56.8791)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [59]  [ 240/1251]  eta: 0:08:12  lr: 2.939e-02  img/s: 5.36e+02  pen: 4.5e-02  loss: 4.1948 (4.3272)  acc1: 37.5000 (34.3004)  acc5: 59.3750 (56.6504)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [59]  [ 250/1251]  eta: 0:08:06  lr: 2.939e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.5188 (4.3221)  acc1: 32.4219 (34.3548)  acc5: 57.4219 (56.7402)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [59]  [ 260/1251]  eta: 0:08:01  lr: 2.939e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.7104 (4.3038)  acc1: 42.9688 (34.5965)  acc5: 64.4531 (56.9609)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [59]  [ 270/1251]  eta: 0:07:56  lr: 2.939e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.6471 (4.2987)  acc1: 41.4062 (34.5883)  acc5: 64.4531 (56.9794)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [59]  [ 280/1251]  eta: 0:07:51  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.5761 (4.3167)  acc1: 29.2969 (34.3583)  acc5: 51.5625 (56.6740)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [59]  [ 290/1251]  eta: 0:07:45  lr: 2.939e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.6128 (4.3205)  acc1: 29.2969 (34.3911)  acc5: 51.5625 (56.7265)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [59]  [ 300/1251]  eta: 0:07:40  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.1048 (4.3109)  acc1: 37.1094 (34.4957)  acc5: 63.6719 (56.9352)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [59]  [ 310/1251]  eta: 0:07:35  lr: 2.939e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.9250 (4.3113)  acc1: 37.8906 (34.4378)  acc5: 63.6719 (56.8303)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [59]  [ 320/1251]  eta: 0:07:30  lr: 2.939e-02  img/s: 5.09e+02  pen: 4.6e-02  loss: 4.3263 (4.3144)  acc1: 37.8906 (34.4663)  acc5: 58.9844 (56.8572)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [59]  [ 330/1251]  eta: 0:07:25  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4506 (4.3102)  acc1: 37.8906 (34.5190)  acc5: 58.9844 (56.9062)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [59]  [ 340/1251]  eta: 0:07:20  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.5100 (4.2991)  acc1: 39.0625 (34.6201)  acc5: 64.4531 (57.0416)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [59]  [ 350/1251]  eta: 0:07:15  lr: 2.939e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.5481 (4.3085)  acc1: 35.1562 (34.5519)  acc5: 58.5938 (56.9812)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [59]  [ 360/1251]  eta: 0:07:10  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.5481 (4.3007)  acc1: 33.2031 (34.6260)  acc5: 58.2031 (57.1232)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [59]  [ 370/1251]  eta: 0:07:05  lr: 2.939e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.6838 (4.3147)  acc1: 33.2031 (34.4961)  acc5: 54.2969 (56.9597)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [59]  [ 380/1251]  eta: 0:07:00  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.7632 (4.3204)  acc1: 31.6406 (34.4427)  acc5: 52.7344 (56.8672)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [59]  [ 390/1251]  eta: 0:06:55  lr: 2.939e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 4.3444 (4.3198)  acc1: 37.5000 (34.4439)  acc5: 58.2031 (56.9044)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [59]  [ 400/1251]  eta: 0:06:50  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.0407 (4.3131)  acc1: 39.0625 (34.5016)  acc5: 62.8906 (56.9728)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [59]  [ 410/1251]  eta: 0:06:45  lr: 2.939e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 3.5879 (4.3045)  acc1: 40.6250 (34.6126)  acc5: 65.6250 (57.1158)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [59]  [ 420/1251]  eta: 0:06:40  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.8955 (4.3132)  acc1: 37.5000 (34.5049)  acc5: 65.2344 (56.9682)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [59]  [ 430/1251]  eta: 0:06:35  lr: 2.939e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.7689 (4.3222)  acc1: 30.8594 (34.4058)  acc5: 50.7812 (56.8364)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [59]  [ 440/1251]  eta: 0:06:30  lr: 2.939e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.4494 (4.3194)  acc1: 34.3750 (34.4397)  acc5: 57.4219 (56.8869)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [59]  [ 450/1251]  eta: 0:06:25  lr: 2.939e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.1376 (4.3183)  acc1: 37.8906 (34.4538)  acc5: 61.3281 (56.9065)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [59]  [ 460/1251]  eta: 0:06:20  lr: 2.939e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.6979 (4.3280)  acc1: 31.6406 (34.3631)  acc5: 55.8594 (56.8237)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [59]  [ 470/1251]  eta: 0:06:15  lr: 2.939e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.7147 (4.3283)  acc1: 33.5938 (34.3816)  acc5: 56.2500 (56.8214)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [59]  [ 480/1251]  eta: 0:06:10  lr: 2.939e-02  img/s: 4.93e+02  pen: 4.2e-02  loss: 4.1882 (4.3267)  acc1: 37.5000 (34.3742)  acc5: 61.3281 (56.8233)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [59]  [ 490/1251]  eta: 0:06:05  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7443 (4.3206)  acc1: 40.6250 (34.3901)  acc5: 62.8906 (56.8220)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [59]  [ 500/1251]  eta: 0:06:01  lr: 2.939e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.5758 (4.3198)  acc1: 38.2812 (34.3617)  acc5: 62.1094 (56.7568)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [59]  [ 510/1251]  eta: 0:05:56  lr: 2.939e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.7442 (4.3259)  acc1: 32.0312 (34.2840)  acc5: 55.0781 (56.6292)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [59]  [ 520/1251]  eta: 0:05:51  lr: 2.939e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.4035 (4.3269)  acc1: 35.1562 (34.2655)  acc5: 56.2500 (56.6084)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [59]  [ 530/1251]  eta: 0:05:46  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1876 (4.3267)  acc1: 35.1562 (34.2624)  acc5: 61.3281 (56.6016)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [59]  [ 540/1251]  eta: 0:05:41  lr: 2.939e-02  img/s: 5.38e+02  pen: 3.9e-02  loss: 4.0353 (4.3246)  acc1: 37.5000 (34.2977)  acc5: 62.5000 (56.6738)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [59]  [ 550/1251]  eta: 0:05:36  lr: 2.939e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 4.4031 (4.3261)  acc1: 35.1562 (34.3048)  acc5: 60.1562 (56.6881)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [59]  [ 560/1251]  eta: 0:05:31  lr: 2.939e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.6003 (4.3274)  acc1: 33.9844 (34.3311)  acc5: 60.1562 (56.6998)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [59]  [ 570/1251]  eta: 0:05:26  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3094 (4.3237)  acc1: 39.0625 (34.3374)  acc5: 60.9375 (56.7309)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [59]  [ 580/1251]  eta: 0:05:22  lr: 2.939e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4816 (4.3273)  acc1: 33.9844 (34.2863)  acc5: 58.5938 (56.6890)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [59]  [ 590/1251]  eta: 0:05:17  lr: 2.939e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.7340 (4.3296)  acc1: 32.4219 (34.2593)  acc5: 55.0781 (56.6525)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [59]  [ 600/1251]  eta: 0:05:12  lr: 2.939e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.8348 (4.3356)  acc1: 30.8594 (34.2034)  acc5: 53.1250 (56.5828)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [59]  [ 610/1251]  eta: 0:05:07  lr: 2.939e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.8348 (4.3364)  acc1: 29.6875 (34.1877)  acc5: 52.7344 (56.5594)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [59]  [ 620/1251]  eta: 0:05:02  lr: 2.939e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.5719 (4.3365)  acc1: 34.3750 (34.1913)  acc5: 52.7344 (56.5664)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [59]  [ 630/1251]  eta: 0:04:57  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1547 (4.3317)  acc1: 37.5000 (34.2530)  acc5: 61.7188 (56.6456)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [59]  [ 640/1251]  eta: 0:04:53  lr: 2.939e-02  img/s: 5.10e+02  pen: 3.8e-02  loss: 4.1723 (4.3292)  acc1: 37.8906 (34.3000)  acc5: 62.5000 (56.7296)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [59]  [ 650/1251]  eta: 0:04:48  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4472 (4.3338)  acc1: 36.3281 (34.2682)  acc5: 61.7188 (56.6832)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [59]  [ 660/1251]  eta: 0:04:43  lr: 2.939e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.6925 (4.3337)  acc1: 32.8125 (34.2781)  acc5: 56.6406 (56.6755)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [59]  [ 670/1251]  eta: 0:04:38  lr: 2.939e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.4713 (4.3317)  acc1: 33.5938 (34.2987)  acc5: 57.4219 (56.7501)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [59]  [ 680/1251]  eta: 0:04:33  lr: 2.939e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.3889 (4.3310)  acc1: 38.6719 (34.3440)  acc5: 61.7188 (56.8007)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [59]  [ 690/1251]  eta: 0:04:28  lr: 2.939e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.9311 (4.3305)  acc1: 34.7656 (34.3021)  acc5: 61.7188 (56.7769)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [59]  [ 700/1251]  eta: 0:04:24  lr: 2.939e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.7550 (4.3318)  acc1: 34.3750 (34.2636)  acc5: 53.9062 (56.7342)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [59]  [ 710/1251]  eta: 0:04:19  lr: 2.939e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.6476 (4.3303)  acc1: 34.3750 (34.2838)  acc5: 53.9062 (56.7736)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [59]  [ 720/1251]  eta: 0:04:14  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.7224 (4.3384)  acc1: 32.0312 (34.1886)  acc5: 53.5156 (56.6515)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [59]  [ 730/1251]  eta: 0:04:09  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3874 (4.3380)  acc1: 34.7656 (34.2238)  acc5: 58.2031 (56.6807)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [59]  [ 740/1251]  eta: 0:04:04  lr: 2.939e-02  img/s: 5.40e+02  pen: 3.4e-02  loss: 4.0622 (4.3362)  acc1: 39.0625 (34.2337)  acc5: 63.2812 (56.7113)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [59]  [ 750/1251]  eta: 0:03:59  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.0547 (4.3336)  acc1: 37.5000 (34.2366)  acc5: 62.8906 (56.7270)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [59]  [ 760/1251]  eta: 0:03:55  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.8431 (4.3287)  acc1: 39.0625 (34.2877)  acc5: 64.4531 (56.8003)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [59]  [ 770/1251]  eta: 0:03:50  lr: 2.939e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.2955 (4.3306)  acc1: 37.8906 (34.2580)  acc5: 60.9375 (56.7754)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [59]  [ 780/1251]  eta: 0:03:45  lr: 2.939e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.4710 (4.3288)  acc1: 35.9375 (34.2845)  acc5: 59.7656 (56.7977)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [59]  [ 790/1251]  eta: 0:03:40  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.4499 (4.3305)  acc1: 37.1094 (34.2560)  acc5: 60.9375 (56.7749)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [59]  [ 800/1251]  eta: 0:03:35  lr: 2.939e-02  img/s: 5.07e+02  pen: 3.8e-02  loss: 4.8531 (4.3298)  acc1: 28.5156 (34.2180)  acc5: 52.7344 (56.7401)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [59]  [ 810/1251]  eta: 0:03:31  lr: 2.939e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 4.8702 (4.3328)  acc1: 25.7812 (34.1799)  acc5: 50.3906 (56.7018)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [59]  [ 820/1251]  eta: 0:03:26  lr: 2.939e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.8702 (4.3350)  acc1: 32.4219 (34.1571)  acc5: 53.5156 (56.6735)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [59]  [ 830/1251]  eta: 0:03:21  lr: 2.939e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.6097 (4.3376)  acc1: 33.9844 (34.1456)  acc5: 57.0312 (56.6496)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [59]  [ 840/1251]  eta: 0:03:16  lr: 2.939e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.8970 (4.3329)  acc1: 36.7188 (34.1855)  acc5: 61.3281 (56.7066)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [59]  [ 850/1251]  eta: 0:03:11  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.6406 (4.3318)  acc1: 39.0625 (34.1969)  acc5: 64.4531 (56.7329)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [59]  [ 860/1251]  eta: 0:03:07  lr: 2.939e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.8963 (4.3283)  acc1: 39.0625 (34.2575)  acc5: 63.6719 (56.8076)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [59]  [ 870/1251]  eta: 0:03:02  lr: 2.939e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.1821 (4.3281)  acc1: 37.8906 (34.2656)  acc5: 62.8906 (56.8012)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [59]  [ 880/1251]  eta: 0:02:57  lr: 2.939e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 4.5702 (4.3296)  acc1: 31.6406 (34.2491)  acc5: 52.7344 (56.7781)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [59]  [ 890/1251]  eta: 0:02:52  lr: 2.939e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.7800 (4.3334)  acc1: 31.6406 (34.2084)  acc5: 52.3438 (56.7187)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [59]  [ 900/1251]  eta: 0:02:47  lr: 2.939e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.7725 (4.3360)  acc1: 31.2500 (34.1851)  acc5: 52.3438 (56.6879)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [59]  [ 910/1251]  eta: 0:02:43  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.7049 (4.3343)  acc1: 32.4219 (34.1958)  acc5: 56.2500 (56.6985)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [59]  [ 920/1251]  eta: 0:02:38  lr: 2.939e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.2857 (4.3358)  acc1: 36.3281 (34.1850)  acc5: 62.1094 (56.6928)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [59]  [ 930/1251]  eta: 0:02:33  lr: 2.939e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4659 (4.3397)  acc1: 32.4219 (34.1216)  acc5: 54.2969 (56.6020)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [59]  [ 940/1251]  eta: 0:02:28  lr: 2.939e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 5.0230 (4.3410)  acc1: 24.6094 (34.0882)  acc5: 44.5312 (56.5709)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [59]  [ 950/1251]  eta: 0:02:23  lr: 2.939e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.5431 (4.3408)  acc1: 33.2031 (34.0998)  acc5: 57.0312 (56.5954)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [59]  [ 960/1251]  eta: 0:02:19  lr: 2.939e-02  img/s: 5.07e+02  pen: 4.5e-02  loss: 4.5467 (4.3444)  acc1: 33.9844 (34.0783)  acc5: 57.0312 (56.5683)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [59]  [ 970/1251]  eta: 0:02:14  lr: 2.939e-02  img/s: 5.41e+02  pen: 3.5e-02  loss: 4.5060 (4.3427)  acc1: 35.9375 (34.1115)  acc5: 60.9375 (56.6028)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [59]  [ 980/1251]  eta: 0:02:09  lr: 2.939e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.9754 (4.3414)  acc1: 37.8906 (34.1341)  acc5: 62.8906 (56.6167)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [59]  [ 990/1251]  eta: 0:02:04  lr: 2.939e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3733 (4.3421)  acc1: 35.9375 (34.1148)  acc5: 59.7656 (56.5827)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [59]  [1000/1251]  eta: 0:02:00  lr: 2.939e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.6178 (4.3419)  acc1: 33.9844 (34.1358)  acc5: 58.2031 (56.6043)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [59]  [1010/1251]  eta: 0:01:55  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.6178 (4.3440)  acc1: 35.5469 (34.1219)  acc5: 58.2031 (56.5861)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [59]  [1020/1251]  eta: 0:01:50  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.6803 (4.3470)  acc1: 34.7656 (34.0980)  acc5: 55.4688 (56.5480)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [59]  [1030/1251]  eta: 0:01:45  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.3216 (4.3428)  acc1: 38.2812 (34.1355)  acc5: 60.5469 (56.5872)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [59]  [1040/1251]  eta: 0:01:40  lr: 2.939e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.5974 (4.3406)  acc1: 39.8438 (34.1484)  acc5: 64.0625 (56.6050)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [59]  [1050/1251]  eta: 0:01:36  lr: 2.939e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.5124 (4.3373)  acc1: 39.0625 (34.1613)  acc5: 64.0625 (56.6284)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [59]  [1060/1251]  eta: 0:01:31  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.4952 (4.3346)  acc1: 40.6250 (34.1883)  acc5: 62.8906 (56.6646)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [59]  [1070/1251]  eta: 0:01:26  lr: 2.939e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.9430 (4.3333)  acc1: 40.6250 (34.1941)  acc5: 62.1094 (56.6618)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [59]  [1080/1251]  eta: 0:01:21  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.5841 (4.3363)  acc1: 34.3750 (34.1632)  acc5: 55.4688 (56.6283)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [59]  [1090/1251]  eta: 0:01:16  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.5175 (4.3359)  acc1: 35.5469 (34.1963)  acc5: 60.1562 (56.6664)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [59]  [1100/1251]  eta: 0:01:12  lr: 2.939e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.4953 (4.3343)  acc1: 38.2812 (34.2072)  acc5: 60.1562 (56.6850)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [59]  [1110/1251]  eta: 0:01:07  lr: 2.939e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.7129 (4.3371)  acc1: 33.2031 (34.1595)  acc5: 54.2969 (56.6385)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [59]  [1120/1251]  eta: 0:01:02  lr: 2.939e-02  img/s: 5.08e+02  pen: 4.3e-02  loss: 4.5091 (4.3362)  acc1: 33.9844 (34.1847)  acc5: 56.6406 (56.6584)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [59]  [1130/1251]  eta: 0:00:57  lr: 2.939e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.3014 (4.3368)  acc1: 36.7188 (34.1844)  acc5: 60.9375 (56.6752)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [59]  [1140/1251]  eta: 0:00:53  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3014 (4.3359)  acc1: 36.7188 (34.1953)  acc5: 61.3281 (56.6800)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [59]  [1150/1251]  eta: 0:00:48  lr: 2.939e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.5284 (4.3365)  acc1: 35.1562 (34.1978)  acc5: 55.8594 (56.6732)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [59]  [1160/1251]  eta: 0:00:43  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5284 (4.3367)  acc1: 34.3750 (34.1950)  acc5: 56.6406 (56.6790)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [59]  [1170/1251]  eta: 0:00:38  lr: 2.939e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.3308 (4.3344)  acc1: 36.7188 (34.2142)  acc5: 59.3750 (56.6890)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [59]  [1180/1251]  eta: 0:00:33  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9998 (4.3342)  acc1: 39.8438 (34.2291)  acc5: 62.1094 (56.7091)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [59]  [1190/1251]  eta: 0:00:29  lr: 2.939e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.1601 (4.3335)  acc1: 37.5000 (34.2379)  acc5: 58.5938 (56.7262)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [59]  [1200/1251]  eta: 0:00:24  lr: 2.939e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.7793 (4.3321)  acc1: 37.8906 (34.2641)  acc5: 62.8906 (56.7392)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [59]  [1210/1251]  eta: 0:00:19  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.8155 (4.3310)  acc1: 37.5000 (34.2744)  acc5: 60.9375 (56.7500)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [59]  [1220/1251]  eta: 0:00:14  lr: 2.939e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.4463 (4.3317)  acc1: 36.7188 (34.2781)  acc5: 59.7656 (56.7539)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [59]  [1230/1251]  eta: 0:00:10  lr: 2.939e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3359 (4.3293)  acc1: 39.4531 (34.3112)  acc5: 60.5469 (56.7894)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [59]  [1240/1251]  eta: 0:00:05  lr: 2.939e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.2874 (4.3302)  acc1: 39.4531 (34.2991)  acc5: 60.1562 (56.7826)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [59]  [1250/1251]  eta: 0:00:00  lr: 2.939e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.7000 (4.3331)  acc1: 31.6406 (34.2673)  acc5: 55.8594 (56.7290)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [59] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:56  loss: 2.7275 (2.7275)  acc1: 68.3594 (68.3594)  acc5: 88.6719 (88.6719)  time: 3.6037  data: 3.3599  max mem: 42896
Test:  Total time: 0:00:17
Test:  Acc@1 50.218 Acc@5 75.732 Loss: 3.383
Test: EMA  [ 0/49]  eta: 0:02:36  loss: nan (nan)  acc1: 6.2500 (6.2500)  acc5: 26.1719 (26.1719)  time: 3.1884  data: 2.9355  max mem: 42896
Test: EMA Total time: 0:00:17
Test: EMA Acc@1 2.936 Acc@5 6.264 Loss: nan
Epoch: [60]  [   0/1251]  eta: 1:25:35  lr: 2.937e-02  img/s: 5.03e+02  pen: 3.7e-02  loss: 5.1784 (5.1784)  acc1: 32.4219 (32.4219)  acc5: 50.0000 (50.0000)  time: 4.1055  data: 3.5965  max mem: 42896
Epoch: [60]  [  10/1251]  eta: 0:16:38  lr: 2.937e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.7174 (4.5208)  acc1: 32.4219 (34.3395)  acc5: 56.6406 (56.3920)  time: 0.8047  data: 0.3273  max mem: 42896
Epoch: [60]  [  20/1251]  eta: 0:13:16  lr: 2.937e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.4105 (4.3226)  acc1: 35.1562 (34.5424)  acc5: 56.6406 (56.8824)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [60]  [  30/1251]  eta: 0:12:01  lr: 2.937e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.4105 (4.3483)  acc1: 33.9844 (33.8584)  acc5: 53.9062 (56.5146)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [60]  [  40/1251]  eta: 0:11:22  lr: 2.937e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.5505 (4.3400)  acc1: 33.9844 (34.2607)  acc5: 53.9062 (56.6978)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [60]  [  50/1251]  eta: 0:10:56  lr: 2.937e-02  img/s: 5.36e+02  pen: 4.5e-02  loss: 4.1299 (4.3334)  acc1: 38.2812 (34.4133)  acc5: 61.3281 (56.9317)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [60]  [  60/1251]  eta: 0:10:36  lr: 2.937e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.6711 (4.3667)  acc1: 30.0781 (33.6386)  acc5: 55.0781 (56.0771)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [60]  [  70/1251]  eta: 0:10:21  lr: 2.937e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.6968 (4.3678)  acc1: 30.0781 (33.8523)  acc5: 53.5156 (56.0519)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [60]  [  80/1251]  eta: 0:10:08  lr: 2.937e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3973 (4.3549)  acc1: 37.1094 (34.0712)  acc5: 58.5938 (56.1391)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [60]  [  90/1251]  eta: 0:09:57  lr: 2.937e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.5145 (4.3655)  acc1: 34.7656 (33.9414)  acc5: 57.8125 (56.2371)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [60]  [ 100/1251]  eta: 0:09:48  lr: 2.937e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.5145 (4.3619)  acc1: 34.3750 (33.9302)  acc5: 57.8125 (56.2075)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [60]  [ 110/1251]  eta: 0:09:39  lr: 2.937e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2266 (4.3317)  acc1: 39.0625 (34.5334)  acc5: 63.2812 (56.9292)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [60]  [ 120/1251]  eta: 0:09:31  lr: 2.937e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.6230 (4.3067)  acc1: 41.7969 (34.9303)  acc5: 64.8438 (57.2605)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [60]  [ 130/1251]  eta: 0:09:23  lr: 2.937e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.0121 (4.3143)  acc1: 39.8438 (35.1562)  acc5: 60.1562 (57.4070)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [60]  [ 140/1251]  eta: 0:09:16  lr: 2.937e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 4.4458 (4.3190)  acc1: 37.1094 (35.0898)  acc5: 58.9844 (57.3720)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [60]  [ 150/1251]  eta: 0:09:09  lr: 2.937e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4636 (4.3300)  acc1: 34.7656 (34.9234)  acc5: 57.4219 (57.3184)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [60]  [ 160/1251]  eta: 0:09:02  lr: 2.937e-02  img/s: 5.08e+02  pen: 4.7e-02  loss: 4.6290 (4.3223)  acc1: 33.5938 (34.8821)  acc5: 56.6406 (57.2860)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [60]  [ 170/1251]  eta: 0:08:56  lr: 2.937e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.2504 (4.3265)  acc1: 34.7656 (34.6857)  acc5: 57.0312 (57.0335)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [60]  [ 180/1251]  eta: 0:08:50  lr: 2.937e-02  img/s: 5.39e+02  pen: 3.6e-02  loss: 4.2792 (4.3304)  acc1: 33.9844 (34.7376)  acc5: 60.5469 (57.1435)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [60]  [ 190/1251]  eta: 0:08:44  lr: 2.937e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5240 (4.3338)  acc1: 33.9844 (34.7595)  acc5: 60.5469 (57.1192)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [60]  [ 200/1251]  eta: 0:08:38  lr: 2.937e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2144 (4.3142)  acc1: 39.4531 (35.0766)  acc5: 63.6719 (57.4413)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [60]  [ 210/1251]  eta: 0:08:32  lr: 2.937e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.1083 (4.3094)  acc1: 40.2344 (35.1581)  acc5: 64.0625 (57.5144)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [60]  [ 220/1251]  eta: 0:08:26  lr: 2.937e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.1274 (4.2982)  acc1: 40.2344 (35.2835)  acc5: 63.2812 (57.6835)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [60]  [ 230/1251]  eta: 0:08:21  lr: 2.937e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.9292 (4.2885)  acc1: 40.2344 (35.4353)  acc5: 63.6719 (57.9021)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [60]  [ 240/1251]  eta: 0:08:15  lr: 2.937e-02  img/s: 5.39e+02  pen: 3.6e-02  loss: 4.5690 (4.3009)  acc1: 36.3281 (35.2908)  acc5: 56.2500 (57.7282)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [60]  [ 250/1251]  eta: 0:08:10  lr: 2.937e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.1207 (4.2867)  acc1: 37.8906 (35.4255)  acc5: 61.3281 (57.9074)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [60]  [ 260/1251]  eta: 0:08:04  lr: 2.937e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.0015 (4.2868)  acc1: 40.2344 (35.3179)  acc5: 63.6719 (57.8379)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [60]  [ 270/1251]  eta: 0:07:59  lr: 2.937e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.7623 (4.2922)  acc1: 30.0781 (35.1952)  acc5: 53.9062 (57.6366)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [60]  [ 280/1251]  eta: 0:07:53  lr: 2.937e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.5877 (4.2932)  acc1: 33.9844 (35.2119)  acc5: 55.4688 (57.6429)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [60]  [ 290/1251]  eta: 0:07:48  lr: 2.937e-02  img/s: 5.38e+02  pen: 4.9e-02  loss: 4.5877 (4.2993)  acc1: 33.9844 (35.1160)  acc5: 55.4688 (57.4944)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [60]  [ 300/1251]  eta: 0:07:43  lr: 2.937e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3804 (4.2989)  acc1: 34.3750 (35.0823)  acc5: 57.0312 (57.4569)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [60]  [ 310/1251]  eta: 0:07:38  lr: 2.937e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.2997 (4.2942)  acc1: 38.2812 (35.1475)  acc5: 62.1094 (57.5198)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [60]  [ 320/1251]  eta: 0:07:33  lr: 2.937e-02  img/s: 5.09e+02  pen: 4.7e-02  loss: 4.3923 (4.3012)  acc1: 36.7188 (35.1003)  acc5: 61.7188 (57.4888)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [60]  [ 330/1251]  eta: 0:07:27  lr: 2.937e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3759 (4.2976)  acc1: 35.9375 (35.1374)  acc5: 60.1562 (57.5363)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [60]  [ 340/1251]  eta: 0:07:22  lr: 2.937e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.3759 (4.3047)  acc1: 35.9375 (35.0875)  acc5: 60.1562 (57.4677)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [60]  [ 350/1251]  eta: 0:07:17  lr: 2.937e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.0545 (4.2934)  acc1: 37.8906 (35.1774)  acc5: 60.5469 (57.5710)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [60]  [ 360/1251]  eta: 0:07:12  lr: 2.937e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.8300 (4.2918)  acc1: 38.6719 (35.2082)  acc5: 63.6719 (57.6112)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [60]  [ 370/1251]  eta: 0:07:07  lr: 2.937e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.0853 (4.2935)  acc1: 38.6719 (35.1952)  acc5: 62.5000 (57.5745)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [60]  [ 380/1251]  eta: 0:07:02  lr: 2.937e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.0700 (4.2842)  acc1: 38.6719 (35.2742)  acc5: 63.2812 (57.6915)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [60]  [ 390/1251]  eta: 0:06:57  lr: 2.937e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 3.7450 (4.2829)  acc1: 36.7188 (35.3001)  acc5: 62.8906 (57.7146)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [60]  [ 400/1251]  eta: 0:06:52  lr: 2.937e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.4768 (4.2853)  acc1: 35.5469 (35.2030)  acc5: 58.2031 (57.5592)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [60]  [ 410/1251]  eta: 0:06:47  lr: 2.937e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.5053 (4.2972)  acc1: 34.7656 (35.0888)  acc5: 55.0781 (57.4133)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [60]  [ 420/1251]  eta: 0:06:42  lr: 2.937e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.4533 (4.2948)  acc1: 36.7188 (35.1238)  acc5: 56.6406 (57.4488)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [60]  [ 430/1251]  eta: 0:06:37  lr: 2.937e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7772 (4.2891)  acc1: 38.6719 (35.1490)  acc5: 64.0625 (57.4908)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [60]  [ 440/1251]  eta: 0:06:32  lr: 2.937e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7772 (4.2861)  acc1: 38.2812 (35.2103)  acc5: 62.8906 (57.5849)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [60]  [ 450/1251]  eta: 0:06:27  lr: 2.937e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.4934 (4.2927)  acc1: 34.7656 (35.1493)  acc5: 60.1562 (57.4782)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [60]  [ 460/1251]  eta: 0:06:22  lr: 2.937e-02  img/s: 5.37e+02  pen: 3.7e-02  loss: 4.6023 (4.2923)  acc1: 31.2500 (35.1571)  acc5: 55.8594 (57.5168)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [60]  [ 470/1251]  eta: 0:06:17  lr: 2.937e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.6023 (4.2955)  acc1: 33.2031 (35.1322)  acc5: 57.4219 (57.5181)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [60]  [ 480/1251]  eta: 0:06:12  lr: 2.937e-02  img/s: 5.10e+02  pen: 4.3e-02  loss: 4.3761 (4.2923)  acc1: 35.5469 (35.1075)  acc5: 60.1562 (57.4998)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [60]  [ 490/1251]  eta: 0:06:07  lr: 2.937e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.9169 (4.2940)  acc1: 35.9375 (35.0831)  acc5: 60.1562 (57.4871)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [60]  [ 500/1251]  eta: 0:06:02  lr: 2.937e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.5191 (4.2918)  acc1: 35.9375 (35.1321)  acc5: 55.8594 (57.5357)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [60]  [ 510/1251]  eta: 0:05:57  lr: 2.937e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.5191 (4.2985)  acc1: 32.4219 (35.0316)  acc5: 54.6875 (57.4272)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [60]  [ 520/1251]  eta: 0:05:52  lr: 2.937e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.4345 (4.2970)  acc1: 33.2031 (35.0753)  acc5: 53.9062 (57.4684)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [60]  [ 530/1251]  eta: 0:05:47  lr: 2.937e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.8699 (4.2884)  acc1: 40.2344 (35.1658)  acc5: 64.8438 (57.5653)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [60]  [ 540/1251]  eta: 0:05:42  lr: 2.937e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 3.8699 (4.2888)  acc1: 41.0156 (35.1266)  acc5: 65.6250 (57.5208)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [60]  [ 550/1251]  eta: 0:05:37  lr: 2.937e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2042 (4.2862)  acc1: 38.6719 (35.1761)  acc5: 62.8906 (57.5800)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [60]  [ 560/1251]  eta: 0:05:32  lr: 2.937e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3955 (4.2873)  acc1: 38.2812 (35.1583)  acc5: 60.1562 (57.5242)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [60]  [ 570/1251]  eta: 0:05:27  lr: 2.937e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.0577 (4.2803)  acc1: 39.4531 (35.2541)  acc5: 63.6719 (57.6579)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [60]  [ 580/1251]  eta: 0:05:23  lr: 2.937e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.5667 (4.2764)  acc1: 40.2344 (35.2853)  acc5: 64.8438 (57.7002)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [60]  [ 590/1251]  eta: 0:05:18  lr: 2.937e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.9099 (4.2755)  acc1: 39.4531 (35.3083)  acc5: 62.8906 (57.7186)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [60]  [ 600/1251]  eta: 0:05:13  lr: 2.937e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2718 (4.2763)  acc1: 38.6719 (35.2836)  acc5: 61.3281 (57.6871)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [60]  [ 610/1251]  eta: 0:05:08  lr: 2.937e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.0560 (4.2711)  acc1: 39.0625 (35.3506)  acc5: 63.2812 (57.7601)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [60]  [ 620/1251]  eta: 0:05:03  lr: 2.937e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.0560 (4.2707)  acc1: 37.8906 (35.3689)  acc5: 63.2812 (57.7924)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [60]  [ 630/1251]  eta: 0:04:58  lr: 2.937e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.3658 (4.2715)  acc1: 34.7656 (35.3667)  acc5: 58.2031 (57.7580)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [60]  [ 640/1251]  eta: 0:04:53  lr: 2.937e-02  img/s: 5.11e+02  pen: 4.3e-02  loss: 3.7310 (4.2683)  acc1: 36.7188 (35.3561)  acc5: 62.8906 (57.7717)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [60]  [ 650/1251]  eta: 0:04:48  lr: 2.937e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 3.6963 (4.2627)  acc1: 40.2344 (35.4053)  acc5: 62.8906 (57.8101)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [60]  [ 660/1251]  eta: 0:04:44  lr: 2.937e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.9095 (4.2634)  acc1: 37.8906 (35.3832)  acc5: 60.9375 (57.8030)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [60]  [ 670/1251]  eta: 0:04:39  lr: 2.937e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2557 (4.2614)  acc1: 37.8906 (35.4031)  acc5: 60.9375 (57.8142)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [60]  [ 680/1251]  eta: 0:04:34  lr: 2.937e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.1435 (4.2628)  acc1: 37.8906 (35.3633)  acc5: 61.3281 (57.7620)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [60]  [ 690/1251]  eta: 0:04:29  lr: 2.937e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.5221 (4.2649)  acc1: 33.5938 (35.3434)  acc5: 56.6406 (57.7175)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [60]  [ 700/1251]  eta: 0:04:24  lr: 2.937e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.3802 (4.2624)  acc1: 37.8906 (35.3803)  acc5: 60.1562 (57.7685)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [60]  [ 710/1251]  eta: 0:04:19  lr: 2.937e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4217 (4.2653)  acc1: 36.3281 (35.3387)  acc5: 60.1562 (57.7350)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [60]  [ 720/1251]  eta: 0:04:14  lr: 2.937e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.3661 (4.2625)  acc1: 36.7188 (35.3719)  acc5: 62.5000 (57.7973)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [60]  [ 730/1251]  eta: 0:04:10  lr: 2.937e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 3.7464 (4.2566)  acc1: 39.8438 (35.4437)  acc5: 64.8438 (57.8857)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [60]  [ 740/1251]  eta: 0:04:05  lr: 2.937e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.8633 (4.2587)  acc1: 39.8438 (35.4240)  acc5: 64.8438 (57.8731)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [60]  [ 750/1251]  eta: 0:04:00  lr: 2.937e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.3088 (4.2565)  acc1: 38.2812 (35.4527)  acc5: 60.1562 (57.9056)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [60]  [ 760/1251]  eta: 0:03:55  lr: 2.937e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.6749 (4.2518)  acc1: 41.0156 (35.5161)  acc5: 62.8906 (57.9660)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [60]  [ 770/1251]  eta: 0:03:50  lr: 2.937e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.0575 (4.2548)  acc1: 41.0156 (35.5251)  acc5: 62.8906 (57.9726)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [60]  [ 780/1251]  eta: 0:03:45  lr: 2.937e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.1144 (4.2534)  acc1: 39.4531 (35.5119)  acc5: 62.5000 (57.9530)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [60]  [ 790/1251]  eta: 0:03:41  lr: 2.937e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2600 (4.2560)  acc1: 32.4219 (35.4851)  acc5: 57.0312 (57.9335)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [60]  [ 800/1251]  eta: 0:03:36  lr: 2.937e-02  img/s: 4.95e+02  pen: 3.9e-02  loss: 4.6161 (4.2571)  acc1: 32.0312 (35.4820)  acc5: 57.0312 (57.9378)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [60]  [ 810/1251]  eta: 0:03:31  lr: 2.937e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.0062 (4.2553)  acc1: 39.8438 (35.5189)  acc5: 62.5000 (57.9936)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [60]  [ 820/1251]  eta: 0:03:26  lr: 2.937e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.0062 (4.2544)  acc1: 41.7969 (35.5435)  acc5: 65.6250 (58.0128)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [60]  [ 830/1251]  eta: 0:03:21  lr: 2.937e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.0737 (4.2542)  acc1: 40.2344 (35.5234)  acc5: 63.2812 (57.9836)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [60]  [ 840/1251]  eta: 0:03:17  lr: 2.937e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.8133 (4.2531)  acc1: 38.6719 (35.5501)  acc5: 62.5000 (57.9992)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [60]  [ 850/1251]  eta: 0:03:12  lr: 2.937e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.2392 (4.2536)  acc1: 39.0625 (35.5533)  acc5: 62.5000 (58.0094)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [60]  [ 860/1251]  eta: 0:03:07  lr: 2.937e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.2392 (4.2521)  acc1: 39.0625 (35.5950)  acc5: 61.7188 (58.0589)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [60]  [ 870/1251]  eta: 0:03:02  lr: 2.937e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.0702 (4.2518)  acc1: 38.6719 (35.6047)  acc5: 61.7188 (58.0735)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [60]  [ 880/1251]  eta: 0:02:57  lr: 2.937e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.1037 (4.2489)  acc1: 38.6719 (35.6462)  acc5: 62.8906 (58.1153)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [60]  [ 890/1251]  eta: 0:02:53  lr: 2.937e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.4192 (4.2530)  acc1: 35.1562 (35.5951)  acc5: 60.1562 (58.0633)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [60]  [ 900/1251]  eta: 0:02:48  lr: 2.937e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5414 (4.2533)  acc1: 35.1562 (35.5894)  acc5: 57.4219 (58.0483)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [60]  [ 910/1251]  eta: 0:02:43  lr: 2.937e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2723 (4.2546)  acc1: 35.9375 (35.5486)  acc5: 56.6406 (57.9780)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [60]  [ 920/1251]  eta: 0:02:38  lr: 2.937e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.7590 (4.2551)  acc1: 31.6406 (35.5392)  acc5: 56.6406 (57.9817)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [60]  [ 930/1251]  eta: 0:02:33  lr: 2.937e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.1378 (4.2548)  acc1: 32.8125 (35.5267)  acc5: 57.0312 (57.9535)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [60]  [ 940/1251]  eta: 0:02:28  lr: 2.937e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.6849 (4.2487)  acc1: 41.4062 (35.6079)  acc5: 64.8438 (58.0350)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [60]  [ 950/1251]  eta: 0:02:24  lr: 2.937e-02  img/s: 5.38e+02  pen: 4.7e-02  loss: 3.7890 (4.2486)  acc1: 41.4062 (35.6442)  acc5: 65.2344 (58.0717)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [60]  [ 960/1251]  eta: 0:02:19  lr: 2.937e-02  img/s: 5.08e+02  pen: 4.4e-02  loss: 4.1748 (4.2483)  acc1: 39.0625 (35.6375)  acc5: 61.3281 (58.0718)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [60]  [ 970/1251]  eta: 0:02:14  lr: 2.937e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 4.5916 (4.2521)  acc1: 35.5469 (35.6080)  acc5: 58.5938 (58.0438)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [60]  [ 980/1251]  eta: 0:02:09  lr: 2.937e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.5916 (4.2529)  acc1: 35.5469 (35.6034)  acc5: 58.2031 (58.0423)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [60]  [ 990/1251]  eta: 0:02:04  lr: 2.937e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.4437 (4.2564)  acc1: 37.5000 (35.5745)  acc5: 58.2031 (57.9867)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [60]  [1000/1251]  eta: 0:02:00  lr: 2.937e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.0696 (4.2548)  acc1: 39.0625 (35.5984)  acc5: 62.5000 (58.0174)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [60]  [1010/1251]  eta: 0:01:55  lr: 2.937e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.0696 (4.2542)  acc1: 39.4531 (35.6133)  acc5: 63.2812 (58.0343)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [60]  [1020/1251]  eta: 0:01:50  lr: 2.937e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.0414 (4.2525)  acc1: 39.8438 (35.6471)  acc5: 63.6719 (58.0742)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [60]  [1030/1251]  eta: 0:01:45  lr: 2.937e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.0229 (4.2507)  acc1: 40.6250 (35.6639)  acc5: 64.4531 (58.0914)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [60]  [1040/1251]  eta: 0:01:40  lr: 2.937e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.6695 (4.2489)  acc1: 41.7969 (35.7022)  acc5: 64.4531 (58.1345)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [60]  [1050/1251]  eta: 0:01:36  lr: 2.937e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.6695 (4.2479)  acc1: 41.0156 (35.7160)  acc5: 64.0625 (58.1414)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [60]  [1060/1251]  eta: 0:01:31  lr: 2.937e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 3.8560 (4.2479)  acc1: 39.0625 (35.7431)  acc5: 63.6719 (58.1685)  time: 0.4775  data: 0.0004  max mem: 42896
Epoch: [60]  [1070/1251]  eta: 0:01:26  lr: 2.937e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.7357 (4.2524)  acc1: 33.2031 (35.6636)  acc5: 55.0781 (58.0788)  time: 0.4773  data: 0.0004  max mem: 42896
Epoch: [60]  [1080/1251]  eta: 0:01:21  lr: 2.937e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.9640 (4.2574)  acc1: 26.1719 (35.6188)  acc5: 47.2656 (58.0228)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [60]  [1090/1251]  eta: 0:01:17  lr: 2.937e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.9069 (4.2620)  acc1: 33.5938 (35.5748)  acc5: 53.5156 (57.9568)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [60]  [1100/1251]  eta: 0:01:12  lr: 2.937e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6124 (4.2602)  acc1: 35.5469 (35.5919)  acc5: 56.6406 (57.9835)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [60]  [1110/1251]  eta: 0:01:07  lr: 2.937e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2563 (4.2634)  acc1: 35.5469 (35.5448)  acc5: 59.7656 (57.9359)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [60]  [1120/1251]  eta: 0:01:02  lr: 2.937e-02  img/s: 5.05e+02  pen: 4.3e-02  loss: 4.2837 (4.2623)  acc1: 36.7188 (35.5500)  acc5: 59.7656 (57.9519)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [60]  [1130/1251]  eta: 0:00:57  lr: 2.937e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.0183 (4.2625)  acc1: 38.2812 (35.5597)  acc5: 63.6719 (57.9572)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [60]  [1140/1251]  eta: 0:00:53  lr: 2.937e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.0183 (4.2616)  acc1: 38.2812 (35.5595)  acc5: 60.5469 (57.9655)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [60]  [1150/1251]  eta: 0:00:48  lr: 2.937e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.7035 (4.2647)  acc1: 32.0312 (35.5034)  acc5: 54.6875 (57.9018)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [60]  [1160/1251]  eta: 0:00:43  lr: 2.937e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.7648 (4.2634)  acc1: 32.4219 (35.5099)  acc5: 54.6875 (57.9124)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [60]  [1170/1251]  eta: 0:00:38  lr: 2.937e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.1638 (4.2644)  acc1: 36.3281 (35.4872)  acc5: 60.9375 (57.8936)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [60]  [1180/1251]  eta: 0:00:33  lr: 2.937e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 3.9885 (4.2620)  acc1: 38.6719 (35.4930)  acc5: 61.7188 (57.9045)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [60]  [1190/1251]  eta: 0:00:29  lr: 2.937e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.2007 (4.2628)  acc1: 37.1094 (35.4675)  acc5: 58.2031 (57.8804)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [60]  [1200/1251]  eta: 0:00:24  lr: 2.937e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.2129 (4.2623)  acc1: 35.1562 (35.4639)  acc5: 58.2031 (57.8789)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [60]  [1210/1251]  eta: 0:00:19  lr: 2.937e-02  img/s: 5.39e+02  pen: 3.5e-02  loss: 4.4480 (4.2633)  acc1: 35.5469 (35.4578)  acc5: 60.1562 (57.8654)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [60]  [1220/1251]  eta: 0:00:14  lr: 2.937e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4837 (4.2660)  acc1: 35.5469 (35.4144)  acc5: 57.0312 (57.8141)  time: 0.4772  data: 0.0004  max mem: 42896
Epoch: [60]  [1230/1251]  eta: 0:00:10  lr: 2.937e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.4651 (4.2655)  acc1: 36.7188 (35.4282)  acc5: 57.0312 (57.8325)  time: 0.4771  data: 0.0004  max mem: 42896
Epoch: [60]  [1240/1251]  eta: 0:00:05  lr: 2.937e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.2113 (4.2646)  acc1: 37.5000 (35.4266)  acc5: 60.9375 (57.8386)  time: 0.4743  data: 0.0006  max mem: 42896
Epoch: [60]  [1250/1251]  eta: 0:00:00  lr: 2.937e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.1172 (4.2643)  acc1: 37.5000 (35.4263)  acc5: 62.5000 (57.8450)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [60] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:53  loss: 2.6674 (2.6674)  acc1: 67.1875 (67.1875)  acc5: 89.4531 (89.4531)  time: 3.5462  data: 3.2980  max mem: 42896
Test:  Total time: 0:00:17
Test:  Acc@1 46.986 Acc@5 72.398 Loss: 3.506
Test: EMA  [ 0/49]  eta: 0:02:29  loss: nan (nan)  acc1: 6.6406 (6.6406)  acc5: 28.1250 (28.1250)  time: 3.0551  data: 2.8050  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 3.550 Acc@5 7.328 Loss: nan
Epoch: [61]  [   0/1251]  eta: 1:15:18  lr: 2.935e-02  img/s: 5.03e+02  pen: 3.7e-02  loss: 4.8071 (4.8071)  acc1: 33.2031 (33.2031)  acc5: 57.0312 (57.0312)  time: 3.6119  data: 3.1026  max mem: 42896
Epoch: [61]  [  10/1251]  eta: 0:15:44  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.7594 (4.3792)  acc1: 38.2812 (34.7301)  acc5: 57.0312 (56.6051)  time: 0.7611  data: 0.2824  max mem: 42896
Epoch: [61]  [  20/1251]  eta: 0:12:48  lr: 2.935e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.2123 (4.2790)  acc1: 37.5000 (34.9144)  acc5: 56.6406 (56.5848)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [61]  [  30/1251]  eta: 0:11:43  lr: 2.935e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.3822 (4.3280)  acc1: 36.7188 (34.9672)  acc5: 60.1562 (57.1699)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [61]  [  40/1251]  eta: 0:11:08  lr: 2.935e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.3822 (4.2807)  acc1: 36.7188 (35.6231)  acc5: 60.5469 (58.0888)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [61]  [  50/1251]  eta: 0:10:44  lr: 2.935e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.9501 (4.2328)  acc1: 39.0625 (35.8992)  acc5: 63.2812 (58.6780)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [61]  [  60/1251]  eta: 0:10:26  lr: 2.935e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.6259 (4.3064)  acc1: 36.3281 (35.4700)  acc5: 57.4219 (58.0622)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [61]  [  70/1251]  eta: 0:10:13  lr: 2.935e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.6871 (4.3258)  acc1: 33.2031 (35.1012)  acc5: 56.6406 (57.6640)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [61]  [  80/1251]  eta: 0:10:01  lr: 2.935e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.8681 (4.2806)  acc1: 38.2812 (35.5469)  acc5: 62.5000 (58.1404)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [61]  [  90/1251]  eta: 0:09:51  lr: 2.935e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.5688 (4.2484)  acc1: 40.6250 (35.8688)  acc5: 64.8438 (58.2418)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [61]  [ 100/1251]  eta: 0:09:42  lr: 2.935e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.8481 (4.2577)  acc1: 40.2344 (35.8834)  acc5: 64.8438 (58.2070)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [61]  [ 110/1251]  eta: 0:09:34  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.1397 (4.2511)  acc1: 40.2344 (35.9938)  acc5: 61.7188 (58.2278)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [61]  [ 120/1251]  eta: 0:09:26  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.9367 (4.2371)  acc1: 41.4062 (36.1699)  acc5: 63.6719 (58.5841)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [61]  [ 130/1251]  eta: 0:09:19  lr: 2.935e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.8281 (4.2348)  acc1: 38.6719 (36.2566)  acc5: 60.9375 (58.6146)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [61]  [ 140/1251]  eta: 0:09:12  lr: 2.935e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.2278 (4.2434)  acc1: 37.8906 (36.0899)  acc5: 58.9844 (58.4275)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [61]  [ 150/1251]  eta: 0:09:05  lr: 2.935e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.4742 (4.2679)  acc1: 32.8125 (35.7719)  acc5: 56.6406 (58.0117)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [61]  [ 160/1251]  eta: 0:08:59  lr: 2.935e-02  img/s: 5.09e+02  pen: 4.5e-02  loss: 4.4427 (4.2707)  acc1: 34.7656 (35.7628)  acc5: 58.9844 (58.0406)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [61]  [ 170/1251]  eta: 0:08:53  lr: 2.935e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.2052 (4.2771)  acc1: 37.5000 (35.6885)  acc5: 61.7188 (57.9907)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [61]  [ 180/1251]  eta: 0:08:47  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.6437 (4.2429)  acc1: 41.0156 (35.9958)  acc5: 65.6250 (58.3283)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [61]  [ 190/1251]  eta: 0:08:41  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.6428 (4.2483)  acc1: 41.0156 (35.8414)  acc5: 65.2344 (58.1418)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [61]  [ 200/1251]  eta: 0:08:35  lr: 2.935e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.4979 (4.2479)  acc1: 34.7656 (35.8131)  acc5: 58.2031 (58.0651)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [61]  [ 210/1251]  eta: 0:08:29  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.4979 (4.2663)  acc1: 34.7656 (35.5321)  acc5: 58.2031 (57.7107)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [61]  [ 220/1251]  eta: 0:08:24  lr: 2.935e-02  img/s: 5.38e+02  pen: 4.7e-02  loss: 4.7079 (4.2668)  acc1: 34.7656 (35.5451)  acc5: 56.2500 (57.7047)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [61]  [ 230/1251]  eta: 0:08:18  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.5330 (4.2758)  acc1: 34.7656 (35.4319)  acc5: 56.6406 (57.7161)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [61]  [ 240/1251]  eta: 0:08:13  lr: 2.935e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.6607 (4.2894)  acc1: 32.0312 (35.2016)  acc5: 55.8594 (57.4235)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [61]  [ 250/1251]  eta: 0:08:08  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.6801 (4.2918)  acc1: 32.8125 (35.1874)  acc5: 55.0781 (57.4623)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [61]  [ 260/1251]  eta: 0:08:02  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.0376 (4.2785)  acc1: 41.4062 (35.3673)  acc5: 62.8906 (57.5910)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [61]  [ 270/1251]  eta: 0:07:57  lr: 2.935e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.7394 (4.2731)  acc1: 42.5781 (35.4229)  acc5: 64.0625 (57.6799)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [61]  [ 280/1251]  eta: 0:07:52  lr: 2.935e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.8187 (4.2677)  acc1: 38.6719 (35.4468)  acc5: 64.0625 (57.7096)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [61]  [ 290/1251]  eta: 0:07:46  lr: 2.935e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2354 (4.2731)  acc1: 37.5000 (35.3267)  acc5: 63.2812 (57.5642)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [61]  [ 300/1251]  eta: 0:07:41  lr: 2.935e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.7302 (4.2788)  acc1: 28.9062 (35.2640)  acc5: 52.7344 (57.4920)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [61]  [ 310/1251]  eta: 0:07:36  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.5710 (4.2840)  acc1: 29.6875 (35.1663)  acc5: 53.5156 (57.4043)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [61]  [ 320/1251]  eta: 0:07:31  lr: 2.935e-02  img/s: 5.07e+02  pen: 4.2e-02  loss: 4.3703 (4.2829)  acc1: 35.9375 (35.1867)  acc5: 59.7656 (57.4791)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [61]  [ 330/1251]  eta: 0:07:26  lr: 2.935e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.2876 (4.2778)  acc1: 39.0625 (35.2082)  acc5: 63.6719 (57.5375)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [61]  [ 340/1251]  eta: 0:07:21  lr: 2.935e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.4788 (4.2866)  acc1: 33.2031 (35.1310)  acc5: 58.5938 (57.4207)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [61]  [ 350/1251]  eta: 0:07:16  lr: 2.935e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.4027 (4.2819)  acc1: 36.7188 (35.2108)  acc5: 59.7656 (57.5165)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [61]  [ 360/1251]  eta: 0:07:11  lr: 2.935e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.0639 (4.2806)  acc1: 37.8906 (35.2396)  acc5: 64.0625 (57.6026)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [61]  [ 370/1251]  eta: 0:07:05  lr: 2.935e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.0639 (4.2815)  acc1: 37.8906 (35.2205)  acc5: 63.6719 (57.5598)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [61]  [ 380/1251]  eta: 0:07:00  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3627 (4.2816)  acc1: 37.5000 (35.2229)  acc5: 60.9375 (57.5726)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [61]  [ 390/1251]  eta: 0:06:55  lr: 2.935e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.3019 (4.2779)  acc1: 37.5000 (35.2392)  acc5: 61.3281 (57.6417)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [61]  [ 400/1251]  eta: 0:06:50  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2296 (4.2748)  acc1: 37.5000 (35.2644)  acc5: 62.5000 (57.6761)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [61]  [ 410/1251]  eta: 0:06:45  lr: 2.935e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.2296 (4.2720)  acc1: 37.5000 (35.2713)  acc5: 62.1094 (57.6861)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [61]  [ 420/1251]  eta: 0:06:40  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.6869 (4.2796)  acc1: 32.8125 (35.1562)  acc5: 54.2969 (57.5425)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [61]  [ 430/1251]  eta: 0:06:35  lr: 2.935e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.7678 (4.2897)  acc1: 33.2031 (35.0692)  acc5: 54.2969 (57.4291)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [61]  [ 440/1251]  eta: 0:06:31  lr: 2.935e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.7353 (4.2965)  acc1: 34.3750 (35.0455)  acc5: 55.0781 (57.4104)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [61]  [ 450/1251]  eta: 0:06:26  lr: 2.935e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.5284 (4.2928)  acc1: 37.1094 (35.1017)  acc5: 59.7656 (57.4955)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [61]  [ 460/1251]  eta: 0:06:21  lr: 2.935e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.7000 (4.2868)  acc1: 39.8438 (35.1715)  acc5: 63.6719 (57.5863)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [61]  [ 470/1251]  eta: 0:06:16  lr: 2.935e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.0396 (4.2884)  acc1: 37.5000 (35.1645)  acc5: 61.7188 (57.6110)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [61]  [ 480/1251]  eta: 0:06:11  lr: 2.935e-02  img/s: 5.08e+02  pen: 4.3e-02  loss: 4.2632 (4.2885)  acc1: 35.1562 (35.1952)  acc5: 58.5938 (57.5981)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [61]  [ 490/1251]  eta: 0:06:06  lr: 2.935e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.0019 (4.2836)  acc1: 39.8438 (35.2613)  acc5: 61.7188 (57.6828)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [61]  [ 500/1251]  eta: 0:06:01  lr: 2.935e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.0241 (4.2839)  acc1: 37.1094 (35.2810)  acc5: 59.3750 (57.7197)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [61]  [ 510/1251]  eta: 0:05:56  lr: 2.935e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.5295 (4.2871)  acc1: 33.2031 (35.2533)  acc5: 58.5938 (57.7338)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [61]  [ 520/1251]  eta: 0:05:51  lr: 2.935e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.0298 (4.2808)  acc1: 38.2812 (35.2980)  acc5: 62.8906 (57.8005)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [61]  [ 530/1251]  eta: 0:05:46  lr: 2.935e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.7215 (4.2728)  acc1: 40.6250 (35.3593)  acc5: 65.2344 (57.8596)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [61]  [ 540/1251]  eta: 0:05:41  lr: 2.935e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.7036 (4.2716)  acc1: 39.4531 (35.3418)  acc5: 64.8438 (57.8659)  time: 0.4740  data: 0.0005  max mem: 42896
Epoch: [61]  [ 550/1251]  eta: 0:05:37  lr: 2.935e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.9315 (4.2711)  acc1: 38.6719 (35.3491)  acc5: 60.9375 (57.8841)  time: 0.4761  data: 0.0005  max mem: 42896
Epoch: [61]  [ 560/1251]  eta: 0:05:32  lr: 2.935e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.6765 (4.2747)  acc1: 32.8125 (35.3087)  acc5: 56.2500 (57.8508)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [61]  [ 570/1251]  eta: 0:05:27  lr: 2.935e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.7872 (4.2779)  acc1: 32.4219 (35.2842)  acc5: 55.0781 (57.8207)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [61]  [ 580/1251]  eta: 0:05:22  lr: 2.935e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.7270 (4.2827)  acc1: 30.0781 (35.2181)  acc5: 51.1719 (57.7238)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [61]  [ 590/1251]  eta: 0:05:17  lr: 2.935e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4972 (4.2808)  acc1: 37.1094 (35.2461)  acc5: 57.4219 (57.7550)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [61]  [ 600/1251]  eta: 0:05:12  lr: 2.935e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.3611 (4.2798)  acc1: 39.0625 (35.2713)  acc5: 61.3281 (57.7813)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [61]  [ 610/1251]  eta: 0:05:07  lr: 2.935e-02  img/s: 5.39e+02  pen: 3.6e-02  loss: 4.6599 (4.2859)  acc1: 33.5938 (35.2068)  acc5: 58.2031 (57.7025)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [61]  [ 620/1251]  eta: 0:05:02  lr: 2.935e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.5642 (4.2822)  acc1: 35.9375 (35.2374)  acc5: 58.2031 (57.7660)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [61]  [ 630/1251]  eta: 0:04:58  lr: 2.935e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.7065 (4.2799)  acc1: 38.2812 (35.2553)  acc5: 62.8906 (57.7983)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [61]  [ 640/1251]  eta: 0:04:53  lr: 2.935e-02  img/s: 5.09e+02  pen: 4.2e-02  loss: 4.1612 (4.2802)  acc1: 40.2344 (35.3147)  acc5: 61.7188 (57.8576)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [61]  [ 650/1251]  eta: 0:04:48  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.3397 (4.2831)  acc1: 37.5000 (35.3357)  acc5: 60.1562 (57.8569)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [61]  [ 660/1251]  eta: 0:04:43  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.3397 (4.2810)  acc1: 38.6719 (35.3702)  acc5: 62.1094 (57.9165)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [61]  [ 670/1251]  eta: 0:04:38  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.7692 (4.2786)  acc1: 40.2344 (35.3967)  acc5: 64.8438 (57.9289)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [61]  [ 680/1251]  eta: 0:04:33  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.7692 (4.2784)  acc1: 39.0625 (35.3828)  acc5: 61.7188 (57.9077)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [61]  [ 690/1251]  eta: 0:04:29  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1670 (4.2765)  acc1: 38.6719 (35.3914)  acc5: 61.3281 (57.9403)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [61]  [ 700/1251]  eta: 0:04:24  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.7236 (4.2722)  acc1: 41.0156 (35.4505)  acc5: 66.0156 (58.0081)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [61]  [ 710/1251]  eta: 0:04:19  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.8564 (4.2707)  acc1: 41.7969 (35.4859)  acc5: 65.2344 (58.0449)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [61]  [ 720/1251]  eta: 0:04:14  lr: 2.935e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 3.9435 (4.2691)  acc1: 41.4062 (35.4970)  acc5: 65.2344 (58.0465)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [61]  [ 730/1251]  eta: 0:04:09  lr: 2.935e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.4482 (4.2709)  acc1: 35.1562 (35.4614)  acc5: 59.7656 (58.0198)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [61]  [ 740/1251]  eta: 0:04:04  lr: 2.935e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.7948 (4.2758)  acc1: 29.2969 (35.3645)  acc5: 51.9531 (57.9000)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [61]  [ 750/1251]  eta: 0:04:00  lr: 2.935e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.8102 (4.2783)  acc1: 27.7344 (35.3211)  acc5: 46.4844 (57.8734)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [61]  [ 760/1251]  eta: 0:03:55  lr: 2.935e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.9509 (4.2864)  acc1: 28.9062 (35.2517)  acc5: 51.1719 (57.7786)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [61]  [ 770/1251]  eta: 0:03:50  lr: 2.935e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.8096 (4.2864)  acc1: 31.6406 (35.2733)  acc5: 53.9062 (57.8039)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [61]  [ 780/1251]  eta: 0:03:45  lr: 2.935e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.8966 (4.2810)  acc1: 39.4531 (35.3448)  acc5: 64.0625 (57.8900)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [61]  [ 790/1251]  eta: 0:03:40  lr: 2.935e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.8855 (4.2777)  acc1: 39.4531 (35.3765)  acc5: 65.2344 (57.9369)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [61]  [ 800/1251]  eta: 0:03:36  lr: 2.935e-02  img/s: 5.11e+02  pen: 4.3e-02  loss: 4.1421 (4.2784)  acc1: 37.1094 (35.3406)  acc5: 61.3281 (57.9178)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [61]  [ 810/1251]  eta: 0:03:31  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1421 (4.2758)  acc1: 36.7188 (35.3831)  acc5: 61.3281 (57.9580)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [61]  [ 820/1251]  eta: 0:03:26  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.5482 (4.2794)  acc1: 31.6406 (35.3247)  acc5: 55.4688 (57.8929)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [61]  [ 830/1251]  eta: 0:03:21  lr: 2.935e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.9727 (4.2755)  acc1: 34.7656 (35.3607)  acc5: 55.8594 (57.9418)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [61]  [ 840/1251]  eta: 0:03:16  lr: 2.935e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.0474 (4.2756)  acc1: 37.8906 (35.3699)  acc5: 64.0625 (57.9741)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [61]  [ 850/1251]  eta: 0:03:11  lr: 2.935e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.6546 (4.2816)  acc1: 30.4688 (35.2811)  acc5: 56.6406 (57.8740)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [61]  [ 860/1251]  eta: 0:03:07  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6181 (4.2806)  acc1: 30.4688 (35.2742)  acc5: 57.4219 (57.8933)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [61]  [ 870/1251]  eta: 0:03:02  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.9098 (4.2805)  acc1: 35.9375 (35.2688)  acc5: 62.8906 (57.8861)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [61]  [ 880/1251]  eta: 0:02:57  lr: 2.935e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.4928 (4.2823)  acc1: 35.1562 (35.2485)  acc5: 56.2500 (57.8577)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [61]  [ 890/1251]  eta: 0:02:52  lr: 2.935e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.4928 (4.2825)  acc1: 35.1562 (35.2672)  acc5: 58.9844 (57.8778)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [61]  [ 900/1251]  eta: 0:02:47  lr: 2.935e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.3800 (4.2822)  acc1: 36.7188 (35.2508)  acc5: 60.1562 (57.8606)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [61]  [ 910/1251]  eta: 0:02:43  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.3662 (4.2830)  acc1: 38.2812 (35.2476)  acc5: 58.5938 (57.8468)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [61]  [ 920/1251]  eta: 0:02:38  lr: 2.935e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.3662 (4.2848)  acc1: 38.2812 (35.2436)  acc5: 58.5938 (57.8095)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [61]  [ 930/1251]  eta: 0:02:33  lr: 2.935e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.9324 (4.2815)  acc1: 39.8438 (35.2876)  acc5: 61.7188 (57.8498)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [61]  [ 940/1251]  eta: 0:02:28  lr: 2.935e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 3.8643 (4.2792)  acc1: 41.4062 (35.3335)  acc5: 63.6719 (57.8943)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [61]  [ 950/1251]  eta: 0:02:23  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2036 (4.2800)  acc1: 40.2344 (35.3140)  acc5: 63.6719 (57.8819)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [61]  [ 960/1251]  eta: 0:02:19  lr: 2.935e-02  img/s: 5.07e+02  pen: 3.7e-02  loss: 4.6250 (4.2822)  acc1: 34.7656 (35.2936)  acc5: 58.2031 (57.8686)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [61]  [ 970/1251]  eta: 0:02:14  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3704 (4.2819)  acc1: 34.7656 (35.2922)  acc5: 60.1562 (57.8736)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [61]  [ 980/1251]  eta: 0:02:09  lr: 2.935e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.2674 (4.2788)  acc1: 38.2812 (35.3131)  acc5: 61.3281 (57.9156)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [61]  [ 990/1251]  eta: 0:02:04  lr: 2.935e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.9462 (4.2799)  acc1: 38.6719 (35.2974)  acc5: 63.2812 (57.8937)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [61]  [1000/1251]  eta: 0:02:00  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.1240 (4.2788)  acc1: 35.1562 (35.2803)  acc5: 61.3281 (57.8808)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [61]  [1010/1251]  eta: 0:01:55  lr: 2.935e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.9143 (4.2792)  acc1: 35.1562 (35.2826)  acc5: 61.3281 (57.8739)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [61]  [1020/1251]  eta: 0:01:50  lr: 2.935e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.4130 (4.2792)  acc1: 36.3281 (35.2928)  acc5: 62.1094 (57.9005)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [61]  [1030/1251]  eta: 0:01:45  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.5239 (4.2816)  acc1: 36.3281 (35.2885)  acc5: 59.7656 (57.9053)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [61]  [1040/1251]  eta: 0:01:40  lr: 2.935e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.5239 (4.2802)  acc1: 36.3281 (35.3135)  acc5: 60.1562 (57.9371)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [61]  [1050/1251]  eta: 0:01:36  lr: 2.935e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.4850 (4.2830)  acc1: 34.7656 (35.2975)  acc5: 60.1562 (57.9296)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [61]  [1060/1251]  eta: 0:01:31  lr: 2.935e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.1746 (4.2795)  acc1: 38.6719 (35.3337)  acc5: 60.1562 (57.9620)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [61]  [1070/1251]  eta: 0:01:26  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.0625 (4.2797)  acc1: 39.8438 (35.3372)  acc5: 60.1562 (57.9562)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [61]  [1080/1251]  eta: 0:01:21  lr: 2.935e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.2549 (4.2787)  acc1: 36.7188 (35.3593)  acc5: 59.7656 (57.9675)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [61]  [1090/1251]  eta: 0:01:16  lr: 2.935e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.0170 (4.2774)  acc1: 40.2344 (35.3815)  acc5: 62.5000 (57.9930)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [61]  [1100/1251]  eta: 0:01:12  lr: 2.935e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.5179 (4.2814)  acc1: 32.0312 (35.3255)  acc5: 56.6406 (57.9225)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [61]  [1110/1251]  eta: 0:01:07  lr: 2.935e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 4.6795 (4.2817)  acc1: 30.4688 (35.3299)  acc5: 54.6875 (57.9320)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [61]  [1120/1251]  eta: 0:01:02  lr: 2.935e-02  img/s: 5.09e+02  pen: 4.3e-02  loss: 3.9731 (4.2790)  acc1: 40.6250 (35.3517)  acc5: 63.6719 (57.9529)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [61]  [1130/1251]  eta: 0:00:57  lr: 2.935e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.5125 (4.2755)  acc1: 41.7969 (35.3959)  acc5: 65.6250 (58.0080)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [61]  [1140/1251]  eta: 0:00:53  lr: 2.935e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 3.9219 (4.2761)  acc1: 38.6719 (35.3750)  acc5: 62.5000 (57.9957)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [61]  [1150/1251]  eta: 0:00:48  lr: 2.935e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.1409 (4.2727)  acc1: 38.6719 (35.4169)  acc5: 62.5000 (58.0501)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [61]  [1160/1251]  eta: 0:00:43  lr: 2.935e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.1409 (4.2735)  acc1: 37.1094 (35.4116)  acc5: 62.1094 (58.0497)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [61]  [1170/1251]  eta: 0:00:38  lr: 2.935e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.5379 (4.2743)  acc1: 34.7656 (35.4084)  acc5: 60.5469 (58.0500)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [61]  [1180/1251]  eta: 0:00:33  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4136 (4.2732)  acc1: 35.5469 (35.4070)  acc5: 60.5469 (58.0457)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [61]  [1190/1251]  eta: 0:00:29  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1216 (4.2723)  acc1: 37.8906 (35.4111)  acc5: 60.9375 (58.0572)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [61]  [1200/1251]  eta: 0:00:24  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.1216 (4.2721)  acc1: 39.0625 (35.3986)  acc5: 63.2812 (58.0434)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [61]  [1210/1251]  eta: 0:00:19  lr: 2.935e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 4.2109 (4.2733)  acc1: 37.1094 (35.3753)  acc5: 61.7188 (58.0196)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [61]  [1220/1251]  eta: 0:00:14  lr: 2.935e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.4573 (4.2731)  acc1: 34.7656 (35.3744)  acc5: 55.8594 (58.0179)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [61]  [1230/1251]  eta: 0:00:10  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.6248 (4.2748)  acc1: 34.3750 (35.3485)  acc5: 56.2500 (57.9905)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [61]  [1240/1251]  eta: 0:00:05  lr: 2.935e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.9161 (4.2701)  acc1: 39.0625 (35.3964)  acc5: 63.6719 (58.0561)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [61]  [1250/1251]  eta: 0:00:00  lr: 2.935e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 3.4438 (4.2682)  acc1: 41.7969 (35.4167)  acc5: 65.2344 (58.0735)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [61] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:59  loss: 2.4892 (2.4892)  acc1: 65.2344 (65.2344)  acc5: 88.2812 (88.2812)  time: 3.6653  data: 3.4122  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 51.680 Acc@5 76.972 Loss: 3.125
Test: EMA  [ 0/49]  eta: 0:02:17  loss: nan (nan)  acc1: 6.6406 (6.6406)  acc5: 29.6875 (29.6875)  time: 2.8122  data: 2.5640  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 4.196 Acc@5 8.520 Loss: nan
Epoch: [62]  [   0/1251]  eta: 1:24:59  lr: 2.933e-02  img/s: 4.99e+02  pen: 3.8e-02  loss: 4.0814 (4.0814)  acc1: 38.6719 (38.6719)  acc5: 63.2812 (63.2812)  time: 4.0762  data: 3.5636  max mem: 42896
Epoch: [62]  [  10/1251]  eta: 0:16:34  lr: 2.933e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.7948 (4.4368)  acc1: 33.5938 (34.1619)  acc5: 53.9062 (56.3565)  time: 0.8014  data: 0.3242  max mem: 42896
Epoch: [62]  [  20/1251]  eta: 0:13:14  lr: 2.933e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.3778 (4.2613)  acc1: 36.7188 (35.9375)  acc5: 57.8125 (58.3891)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [62]  [  30/1251]  eta: 0:12:00  lr: 2.933e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.7274 (4.4732)  acc1: 33.5938 (33.3039)  acc5: 54.6875 (55.3427)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [62]  [  40/1251]  eta: 0:11:20  lr: 2.933e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.7274 (4.2828)  acc1: 31.6406 (35.0705)  acc5: 54.6875 (57.4600)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [62]  [  50/1251]  eta: 0:10:54  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.0236 (4.3749)  acc1: 37.5000 (33.9767)  acc5: 60.5469 (56.1657)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [62]  [  60/1251]  eta: 0:10:34  lr: 2.933e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.3864 (4.3264)  acc1: 35.9375 (34.3046)  acc5: 58.9844 (56.7175)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [62]  [  70/1251]  eta: 0:10:20  lr: 2.933e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.0460 (4.3231)  acc1: 37.5000 (34.5676)  acc5: 62.8906 (57.1853)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [62]  [  80/1251]  eta: 0:10:07  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.4085 (4.3342)  acc1: 35.9375 (34.3605)  acc5: 56.6406 (56.8239)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [62]  [  90/1251]  eta: 0:09:56  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3491 (4.3540)  acc1: 35.1562 (33.9028)  acc5: 55.4688 (56.3230)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [62]  [ 100/1251]  eta: 0:09:47  lr: 2.933e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3491 (4.3472)  acc1: 35.1562 (34.0037)  acc5: 60.9375 (56.5903)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [62]  [ 110/1251]  eta: 0:09:38  lr: 2.933e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 4.6737 (4.3631)  acc1: 35.1562 (33.8506)  acc5: 58.2031 (56.2394)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [62]  [ 120/1251]  eta: 0:09:30  lr: 2.933e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.6737 (4.3571)  acc1: 35.9375 (33.9004)  acc5: 58.2031 (56.2339)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [62]  [ 130/1251]  eta: 0:09:22  lr: 2.933e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.4955 (4.3621)  acc1: 35.9375 (34.0291)  acc5: 59.7656 (56.3991)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [62]  [ 140/1251]  eta: 0:09:15  lr: 2.933e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 3.8153 (4.3188)  acc1: 40.2344 (34.6797)  acc5: 64.4531 (57.0922)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [62]  [ 150/1251]  eta: 0:09:08  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0378 (4.3415)  acc1: 39.4531 (34.5095)  acc5: 64.0625 (56.9148)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [62]  [ 160/1251]  eta: 0:09:02  lr: 2.933e-02  img/s: 5.10e+02  pen: 4.3e-02  loss: 4.2574 (4.3301)  acc1: 38.2812 (34.6953)  acc5: 63.2812 (57.1574)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [62]  [ 170/1251]  eta: 0:08:55  lr: 2.933e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.4124 (4.3443)  acc1: 34.3750 (34.4344)  acc5: 57.0312 (56.8439)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [62]  [ 180/1251]  eta: 0:08:49  lr: 2.933e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.5687 (4.3316)  acc1: 36.3281 (34.6038)  acc5: 58.9844 (57.1111)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [62]  [ 190/1251]  eta: 0:08:43  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1596 (4.3297)  acc1: 36.3281 (34.6675)  acc5: 61.7188 (57.1990)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [62]  [ 200/1251]  eta: 0:08:37  lr: 2.933e-02  img/s: 5.36e+02  pen: 3.8e-02  loss: 4.1596 (4.3197)  acc1: 39.4531 (34.8958)  acc5: 64.4531 (57.4024)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [62]  [ 210/1251]  eta: 0:08:31  lr: 2.933e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.1643 (4.3312)  acc1: 39.4531 (34.8175)  acc5: 60.1562 (57.2886)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [62]  [ 220/1251]  eta: 0:08:26  lr: 2.933e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.2813 (4.3203)  acc1: 38.2812 (35.0025)  acc5: 61.7188 (57.5103)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [62]  [ 230/1251]  eta: 0:08:20  lr: 2.933e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.3070 (4.3302)  acc1: 38.2812 (34.9364)  acc5: 61.7188 (57.3424)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [62]  [ 240/1251]  eta: 0:08:15  lr: 2.933e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.5703 (4.3229)  acc1: 33.5938 (34.9990)  acc5: 56.6406 (57.3570)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [62]  [ 250/1251]  eta: 0:08:09  lr: 2.933e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.3335 (4.3171)  acc1: 40.2344 (35.1983)  acc5: 63.2812 (57.5915)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [62]  [ 260/1251]  eta: 0:08:04  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4189 (4.3189)  acc1: 37.1094 (35.0919)  acc5: 61.7188 (57.5715)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [62]  [ 270/1251]  eta: 0:07:58  lr: 2.933e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.6894 (4.3299)  acc1: 32.8125 (34.9573)  acc5: 55.0781 (57.4478)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [62]  [ 280/1251]  eta: 0:07:53  lr: 2.933e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.3727 (4.3315)  acc1: 34.3750 (34.9436)  acc5: 58.5938 (57.4358)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [62]  [ 290/1251]  eta: 0:07:48  lr: 2.933e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.2342 (4.3254)  acc1: 37.1094 (35.0193)  acc5: 61.7188 (57.5293)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [62]  [ 300/1251]  eta: 0:07:42  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.5598 (4.3251)  acc1: 34.7656 (35.0031)  acc5: 57.8125 (57.5426)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [62]  [ 310/1251]  eta: 0:07:37  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.6709 (4.3305)  acc1: 32.4219 (34.9251)  acc5: 57.4219 (57.4533)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [62]  [ 320/1251]  eta: 0:07:32  lr: 2.933e-02  img/s: 5.09e+02  pen: 4.6e-02  loss: 4.7915 (4.3340)  acc1: 31.6406 (34.8374)  acc5: 52.7344 (57.3136)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [62]  [ 330/1251]  eta: 0:07:27  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.8527 (4.3436)  acc1: 31.6406 (34.7644)  acc5: 52.3438 (57.2130)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [62]  [ 340/1251]  eta: 0:07:22  lr: 2.933e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.8227 (4.3515)  acc1: 30.0781 (34.5823)  acc5: 52.3438 (56.9912)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [62]  [ 350/1251]  eta: 0:07:16  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.6733 (4.3414)  acc1: 35.5469 (34.6933)  acc5: 57.4219 (57.1236)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [62]  [ 360/1251]  eta: 0:07:11  lr: 2.933e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.7756 (4.3393)  acc1: 38.6719 (34.7613)  acc5: 64.0625 (57.1881)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [62]  [ 370/1251]  eta: 0:07:06  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3220 (4.3350)  acc1: 37.1094 (34.7888)  acc5: 63.2812 (57.2345)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [62]  [ 380/1251]  eta: 0:07:01  lr: 2.933e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.2680 (4.3332)  acc1: 37.5000 (34.8415)  acc5: 61.7188 (57.2958)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [62]  [ 390/1251]  eta: 0:06:56  lr: 2.933e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2680 (4.3302)  acc1: 37.5000 (34.7966)  acc5: 60.9375 (57.2580)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [62]  [ 400/1251]  eta: 0:06:51  lr: 2.933e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.6177 (4.3301)  acc1: 32.8125 (34.7569)  acc5: 56.2500 (57.2076)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [62]  [ 410/1251]  eta: 0:06:46  lr: 2.933e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.2619 (4.3316)  acc1: 35.9375 (34.7447)  acc5: 60.1562 (57.1681)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [62]  [ 420/1251]  eta: 0:06:41  lr: 2.933e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.2619 (4.3305)  acc1: 34.3750 (34.7248)  acc5: 58.5938 (57.1676)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [62]  [ 430/1251]  eta: 0:06:36  lr: 2.933e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 3.7271 (4.3235)  acc1: 36.3281 (34.7738)  acc5: 60.9375 (57.2297)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [62]  [ 440/1251]  eta: 0:06:31  lr: 2.933e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.5951 (4.3179)  acc1: 40.2344 (34.8312)  acc5: 63.6719 (57.2624)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [62]  [ 450/1251]  eta: 0:06:26  lr: 2.933e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 3.4163 (4.3076)  acc1: 44.1406 (34.9527)  acc5: 67.5781 (57.4115)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [62]  [ 460/1251]  eta: 0:06:21  lr: 2.933e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.5101 (4.3150)  acc1: 36.7188 (34.9080)  acc5: 59.3750 (57.3388)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [62]  [ 470/1251]  eta: 0:06:16  lr: 2.933e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.5672 (4.3110)  acc1: 36.7188 (34.9655)  acc5: 59.3750 (57.4476)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [62]  [ 480/1251]  eta: 0:06:11  lr: 2.933e-02  img/s: 4.98e+02  pen: 4.6e-02  loss: 4.5279 (4.3137)  acc1: 37.1094 (34.8972)  acc5: 60.9375 (57.3715)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [62]  [ 490/1251]  eta: 0:06:07  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.6752 (4.3139)  acc1: 33.9844 (34.8690)  acc5: 55.8594 (57.3192)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [62]  [ 500/1251]  eta: 0:06:02  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0254 (4.3111)  acc1: 37.1094 (34.9262)  acc5: 60.5469 (57.3891)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [62]  [ 510/1251]  eta: 0:05:57  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.6928 (4.3041)  acc1: 40.2344 (35.0141)  acc5: 62.8906 (57.4869)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [62]  [ 520/1251]  eta: 0:05:52  lr: 2.933e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 3.6908 (4.3007)  acc1: 42.5781 (35.0498)  acc5: 63.2812 (57.5433)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [62]  [ 530/1251]  eta: 0:05:47  lr: 2.933e-02  img/s: 5.37e+02  pen: 4.3e-02  loss: 4.3878 (4.3032)  acc1: 36.7188 (35.0408)  acc5: 58.2031 (57.5293)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [62]  [ 540/1251]  eta: 0:05:42  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3184 (4.3018)  acc1: 37.5000 (35.0472)  acc5: 58.2031 (57.5446)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [62]  [ 550/1251]  eta: 0:05:37  lr: 2.933e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.4500 (4.3030)  acc1: 38.6719 (35.0180)  acc5: 60.5469 (57.5502)  time: 0.4771  data: 0.0003  max mem: 42896
Epoch: [62]  [ 560/1251]  eta: 0:05:32  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.6633 (4.3094)  acc1: 33.2031 (34.9543)  acc5: 55.8594 (57.4838)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [62]  [ 570/1251]  eta: 0:05:27  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.7630 (4.3104)  acc1: 32.4219 (34.9729)  acc5: 54.6875 (57.4903)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [62]  [ 580/1251]  eta: 0:05:22  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.6664 (4.3130)  acc1: 33.2031 (34.9122)  acc5: 57.8125 (57.3903)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [62]  [ 590/1251]  eta: 0:05:18  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.6567 (4.3142)  acc1: 35.5469 (34.9315)  acc5: 58.9844 (57.4087)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [62]  [ 600/1251]  eta: 0:05:13  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.6591 (4.3185)  acc1: 34.3750 (34.8716)  acc5: 57.0312 (57.3348)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [62]  [ 610/1251]  eta: 0:05:08  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.3998 (4.3160)  acc1: 36.3281 (34.9101)  acc5: 57.0312 (57.3944)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [62]  [ 620/1251]  eta: 0:05:03  lr: 2.933e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.2984 (4.3164)  acc1: 37.8906 (34.9090)  acc5: 59.3750 (57.4030)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [62]  [ 630/1251]  eta: 0:04:58  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3005 (4.3162)  acc1: 33.2031 (34.9161)  acc5: 57.8125 (57.4281)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [62]  [ 640/1251]  eta: 0:04:53  lr: 2.933e-02  img/s: 5.06e+02  pen: 4.4e-02  loss: 4.6024 (4.3172)  acc1: 34.3750 (34.9326)  acc5: 57.8125 (57.4133)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [62]  [ 650/1251]  eta: 0:04:48  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.5106 (4.3174)  acc1: 35.1562 (34.9564)  acc5: 58.2031 (57.4237)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [62]  [ 660/1251]  eta: 0:04:43  lr: 2.933e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.5106 (4.3191)  acc1: 35.1562 (34.9553)  acc5: 57.8125 (57.4024)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [62]  [ 670/1251]  eta: 0:04:39  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2286 (4.3165)  acc1: 38.2812 (34.9740)  acc5: 57.8125 (57.4294)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [62]  [ 680/1251]  eta: 0:04:34  lr: 2.933e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.3501 (4.3216)  acc1: 32.8125 (34.9194)  acc5: 53.1250 (57.3364)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [62]  [ 690/1251]  eta: 0:04:29  lr: 2.933e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.8449 (4.3225)  acc1: 32.4219 (34.8900)  acc5: 51.5625 (57.2924)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [62]  [ 700/1251]  eta: 0:04:24  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5136 (4.3207)  acc1: 35.1562 (34.9021)  acc5: 58.9844 (57.2898)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [62]  [ 710/1251]  eta: 0:04:19  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0320 (4.3173)  acc1: 39.0625 (34.9480)  acc5: 64.0625 (57.3400)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [62]  [ 720/1251]  eta: 0:04:14  lr: 2.933e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.7298 (4.3115)  acc1: 41.4062 (35.0430)  acc5: 64.4531 (57.4338)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [62]  [ 730/1251]  eta: 0:04:10  lr: 2.933e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 3.7298 (4.3084)  acc1: 40.6250 (35.0649)  acc5: 64.4531 (57.4871)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [62]  [ 740/1251]  eta: 0:04:05  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1959 (4.3094)  acc1: 38.2812 (35.0466)  acc5: 61.7188 (57.4772)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [62]  [ 750/1251]  eta: 0:04:00  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.6766 (4.3122)  acc1: 32.0312 (35.0174)  acc5: 56.2500 (57.4494)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [62]  [ 760/1251]  eta: 0:03:55  lr: 2.933e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.2481 (4.3088)  acc1: 35.5469 (35.0664)  acc5: 60.5469 (57.5179)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [62]  [ 770/1251]  eta: 0:03:50  lr: 2.933e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.7438 (4.3026)  acc1: 42.5781 (35.1532)  acc5: 65.6250 (57.6174)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [62]  [ 780/1251]  eta: 0:03:45  lr: 2.933e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.9287 (4.3058)  acc1: 39.8438 (35.1192)  acc5: 64.8438 (57.5664)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [62]  [ 790/1251]  eta: 0:03:41  lr: 2.933e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 5.0116 (4.3133)  acc1: 30.0781 (35.0422)  acc5: 50.7812 (57.4559)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [62]  [ 800/1251]  eta: 0:03:36  lr: 2.933e-02  img/s: 5.08e+02  pen: 4.4e-02  loss: 4.9555 (4.3167)  acc1: 30.0781 (34.9665)  acc5: 50.0000 (57.3716)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [62]  [ 810/1251]  eta: 0:03:31  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.5444 (4.3159)  acc1: 36.3281 (35.0156)  acc5: 58.2031 (57.4248)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [62]  [ 820/1251]  eta: 0:03:26  lr: 2.933e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.1681 (4.3140)  acc1: 39.4531 (35.0525)  acc5: 63.2812 (57.4771)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [62]  [ 830/1251]  eta: 0:03:21  lr: 2.933e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 3.9184 (4.3136)  acc1: 37.5000 (35.0660)  acc5: 61.7188 (57.4877)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [62]  [ 840/1251]  eta: 0:03:17  lr: 2.933e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.4581 (4.3145)  acc1: 36.3281 (35.0685)  acc5: 57.8125 (57.4906)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [62]  [ 850/1251]  eta: 0:03:12  lr: 2.933e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.4581 (4.3151)  acc1: 37.1094 (35.0640)  acc5: 58.5938 (57.4843)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [62]  [ 860/1251]  eta: 0:03:07  lr: 2.933e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.4459 (4.3172)  acc1: 35.1562 (35.0165)  acc5: 57.8125 (57.4269)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [62]  [ 870/1251]  eta: 0:03:02  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0892 (4.3125)  acc1: 38.2812 (35.0827)  acc5: 62.8906 (57.4918)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [62]  [ 880/1251]  eta: 0:02:57  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.6576 (4.3121)  acc1: 41.4062 (35.0680)  acc5: 62.8906 (57.4667)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [62]  [ 890/1251]  eta: 0:02:52  lr: 2.933e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.5371 (4.3043)  acc1: 40.2344 (35.1256)  acc5: 66.7969 (57.5459)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [62]  [ 900/1251]  eta: 0:02:48  lr: 2.933e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.6651 (4.3037)  acc1: 39.0625 (35.1333)  acc5: 64.0625 (57.5710)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [62]  [ 910/1251]  eta: 0:02:43  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.2152 (4.3015)  acc1: 35.5469 (35.1528)  acc5: 62.1094 (57.6135)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [62]  [ 920/1251]  eta: 0:02:38  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6592 (4.3053)  acc1: 32.4219 (35.0897)  acc5: 55.4688 (57.5593)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [62]  [ 930/1251]  eta: 0:02:33  lr: 2.933e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.6609 (4.3032)  acc1: 33.5938 (35.1197)  acc5: 55.0781 (57.5876)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [62]  [ 940/1251]  eta: 0:02:28  lr: 2.933e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 3.8972 (4.3013)  acc1: 40.6250 (35.1575)  acc5: 64.4531 (57.6261)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [62]  [ 950/1251]  eta: 0:02:24  lr: 2.933e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.8392 (4.2966)  acc1: 39.8438 (35.1961)  acc5: 65.2344 (57.6806)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [62]  [ 960/1251]  eta: 0:02:19  lr: 2.933e-02  img/s: 5.06e+02  pen: 4.6e-02  loss: 3.8392 (4.2940)  acc1: 39.4531 (35.2380)  acc5: 63.2812 (57.7284)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [62]  [ 970/1251]  eta: 0:02:14  lr: 2.933e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.5490 (4.2974)  acc1: 35.9375 (35.1856)  acc5: 57.8125 (57.6769)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [62]  [ 980/1251]  eta: 0:02:09  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.6572 (4.2958)  acc1: 34.7656 (35.2124)  acc5: 57.8125 (57.7022)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [62]  [ 990/1251]  eta: 0:02:04  lr: 2.933e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.3772 (4.2962)  acc1: 36.7188 (35.2311)  acc5: 61.3281 (57.7372)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [62]  [1000/1251]  eta: 0:02:00  lr: 2.933e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.2707 (4.2963)  acc1: 37.5000 (35.2323)  acc5: 62.8906 (57.7399)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [62]  [1010/1251]  eta: 0:01:55  lr: 2.933e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.2663 (4.2965)  acc1: 37.5000 (35.2042)  acc5: 62.8906 (57.7194)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [62]  [1020/1251]  eta: 0:01:50  lr: 2.933e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.4559 (4.2976)  acc1: 34.7656 (35.1888)  acc5: 56.6406 (57.7046)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [62]  [1030/1251]  eta: 0:01:45  lr: 2.933e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.4559 (4.2970)  acc1: 35.9375 (35.1960)  acc5: 57.8125 (57.7045)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [62]  [1040/1251]  eta: 0:01:40  lr: 2.933e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.3076 (4.2954)  acc1: 37.5000 (35.2283)  acc5: 60.5469 (57.7536)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [62]  [1050/1251]  eta: 0:01:36  lr: 2.933e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.8149 (4.2920)  acc1: 38.6719 (35.2492)  acc5: 64.8438 (57.7735)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [62]  [1060/1251]  eta: 0:01:31  lr: 2.933e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.5219 (4.2885)  acc1: 41.4062 (35.3017)  acc5: 64.8438 (57.8320)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [62]  [1070/1251]  eta: 0:01:26  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1023 (4.2906)  acc1: 40.6250 (35.2865)  acc5: 62.1094 (57.8121)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [62]  [1080/1251]  eta: 0:01:21  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.6005 (4.2915)  acc1: 32.8125 (35.2968)  acc5: 56.6406 (57.8172)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [62]  [1090/1251]  eta: 0:01:17  lr: 2.933e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.2558 (4.2896)  acc1: 41.0156 (35.3141)  acc5: 64.0625 (57.8483)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [62]  [1100/1251]  eta: 0:01:12  lr: 2.933e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.8023 (4.2897)  acc1: 37.8906 (35.2865)  acc5: 63.2812 (57.8118)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [62]  [1110/1251]  eta: 0:01:07  lr: 2.933e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.2164 (4.2888)  acc1: 37.8906 (35.3194)  acc5: 60.9375 (57.8526)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [62]  [1120/1251]  eta: 0:01:02  lr: 2.933e-02  img/s: 4.95e+02  pen: 4.5e-02  loss: 4.5211 (4.2911)  acc1: 33.5938 (35.2793)  acc5: 57.0312 (57.8115)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [62]  [1130/1251]  eta: 0:00:57  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.5608 (4.2867)  acc1: 35.1562 (35.3338)  acc5: 56.6406 (57.8643)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [62]  [1140/1251]  eta: 0:00:53  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1824 (4.2883)  acc1: 35.9375 (35.3096)  acc5: 60.9375 (57.8556)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [62]  [1150/1251]  eta: 0:00:48  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.4766 (4.2872)  acc1: 35.9375 (35.3405)  acc5: 60.9375 (57.8858)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [62]  [1160/1251]  eta: 0:00:43  lr: 2.933e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.3639 (4.2886)  acc1: 37.1094 (35.3305)  acc5: 62.1094 (57.8875)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [62]  [1170/1251]  eta: 0:00:38  lr: 2.933e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4507 (4.2880)  acc1: 35.1562 (35.3427)  acc5: 60.1562 (57.8966)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [62]  [1180/1251]  eta: 0:00:33  lr: 2.933e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.3242 (4.2876)  acc1: 37.8906 (35.3385)  acc5: 59.7656 (57.8800)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [62]  [1190/1251]  eta: 0:00:29  lr: 2.933e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.4903 (4.2891)  acc1: 31.6406 (35.2956)  acc5: 57.8125 (57.8296)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [62]  [1200/1251]  eta: 0:00:24  lr: 2.933e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.3118 (4.2871)  acc1: 37.1094 (35.3101)  acc5: 59.7656 (57.8701)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [62]  [1210/1251]  eta: 0:00:19  lr: 2.933e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.9261 (4.2870)  acc1: 37.1094 (35.3156)  acc5: 63.2812 (57.8738)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [62]  [1220/1251]  eta: 0:00:14  lr: 2.933e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.3599 (4.2865)  acc1: 37.1094 (35.3210)  acc5: 60.1562 (57.8771)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [62]  [1230/1251]  eta: 0:00:10  lr: 2.933e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.5269 (4.2826)  acc1: 42.1875 (35.3412)  acc5: 64.4531 (57.9026)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [62]  [1240/1251]  eta: 0:00:05  lr: 2.933e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.5583 (4.2814)  acc1: 42.5781 (35.3646)  acc5: 64.8438 (57.9233)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [62]  [1250/1251]  eta: 0:00:00  lr: 2.933e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.2599 (4.2827)  acc1: 38.6719 (35.3271)  acc5: 62.1094 (57.8834)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [62] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:27  loss: 2.4918 (2.4918)  acc1: 68.7500 (68.7500)  acc5: 89.4531 (89.4531)  time: 3.0034  data: 2.7566  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 52.744 Acc@5 77.748 Loss: 3.109
Test: EMA  [ 0/49]  eta: 0:03:01  loss: nan (nan)  acc1: 6.6406 (6.6406)  acc5: 31.2500 (31.2500)  time: 3.7025  data: 3.4554  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 5.000 Acc@5 9.954 Loss: nan
Epoch: [63]  [   0/1251]  eta: 1:11:45  lr: 2.930e-02  img/s: 4.82e+02  pen: 4.5e-02  loss: 3.4566 (3.4566)  acc1: 44.5312 (44.5312)  acc5: 71.8750 (71.8750)  time: 3.4417  data: 2.9104  max mem: 42896
Epoch: [63]  [  10/1251]  eta: 0:15:30  lr: 2.930e-02  img/s: 5.37e+02  pen: 4.1e-02  loss: 4.6241 (4.4515)  acc1: 34.3750 (33.8778)  acc5: 57.0312 (54.2259)  time: 0.7496  data: 0.2709  max mem: 42896
Epoch: [63]  [  20/1251]  eta: 0:12:41  lr: 2.930e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.5802 (4.2683)  acc1: 37.5000 (36.2165)  acc5: 60.5469 (57.7753)  time: 0.4773  data: 0.0037  max mem: 42896
Epoch: [63]  [  30/1251]  eta: 0:11:38  lr: 2.930e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.9064 (4.2325)  acc1: 39.8438 (36.4541)  acc5: 65.2344 (58.8080)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [63]  [  40/1251]  eta: 0:11:04  lr: 2.930e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.4042 (4.3148)  acc1: 37.1094 (36.0899)  acc5: 58.5938 (58.0888)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [63]  [  50/1251]  eta: 0:10:41  lr: 2.930e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.3498 (4.2688)  acc1: 37.8906 (36.7188)  acc5: 61.3281 (58.9920)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [63]  [  60/1251]  eta: 0:10:24  lr: 2.930e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 4.0390 (4.2491)  acc1: 39.8438 (36.8212)  acc5: 63.2812 (59.4582)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [63]  [  70/1251]  eta: 0:10:11  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.9978 (4.2295)  acc1: 39.8438 (37.0048)  acc5: 64.0625 (59.7326)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [63]  [  80/1251]  eta: 0:09:59  lr: 2.930e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 4.2831 (4.2259)  acc1: 39.0625 (37.2058)  acc5: 64.0625 (59.9826)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [63]  [  90/1251]  eta: 0:09:49  lr: 2.930e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.5020 (4.2453)  acc1: 35.9375 (36.9076)  acc5: 58.2031 (59.6283)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [63]  [ 100/1251]  eta: 0:09:41  lr: 2.930e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.2196 (4.2387)  acc1: 36.3281 (36.8000)  acc5: 58.2031 (59.4872)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [63]  [ 110/1251]  eta: 0:09:32  lr: 2.930e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.8633 (4.2198)  acc1: 39.4531 (37.0460)  acc5: 65.6250 (59.7269)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [63]  [ 120/1251]  eta: 0:09:25  lr: 2.930e-02  img/s: 5.38e+02  pen: 3.8e-02  loss: 4.4743 (4.2592)  acc1: 35.9375 (36.7026)  acc5: 59.3750 (59.2685)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [63]  [ 130/1251]  eta: 0:09:18  lr: 2.930e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.7239 (4.2713)  acc1: 33.5938 (36.6233)  acc5: 54.6875 (59.1663)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [63]  [ 140/1251]  eta: 0:09:11  lr: 2.930e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.4050 (4.2697)  acc1: 38.6719 (36.6550)  acc5: 59.3750 (59.2697)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [63]  [ 150/1251]  eta: 0:09:05  lr: 2.930e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.3639 (4.2744)  acc1: 38.6719 (36.5972)  acc5: 60.5469 (59.2094)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [63]  [ 160/1251]  eta: 0:08:58  lr: 2.930e-02  img/s: 5.07e+02  pen: 4.6e-02  loss: 4.2292 (4.2619)  acc1: 36.7188 (36.6314)  acc5: 60.5469 (59.1760)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [63]  [ 170/1251]  eta: 0:08:52  lr: 2.930e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.8383 (4.2480)  acc1: 42.9688 (36.8010)  acc5: 64.8438 (59.4024)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [63]  [ 180/1251]  eta: 0:08:46  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.2981 (4.2601)  acc1: 37.8906 (36.7058)  acc5: 63.2812 (59.2930)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [63]  [ 190/1251]  eta: 0:08:40  lr: 2.930e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2981 (4.2534)  acc1: 37.8906 (36.7535)  acc5: 63.2812 (59.3055)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [63]  [ 200/1251]  eta: 0:08:35  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.0283 (4.2556)  acc1: 40.2344 (36.6138)  acc5: 63.2812 (59.1515)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [63]  [ 210/1251]  eta: 0:08:29  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.3975 (4.2619)  acc1: 37.1094 (36.5725)  acc5: 58.9844 (59.0918)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [63]  [ 220/1251]  eta: 0:08:23  lr: 2.930e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.7119 (4.2726)  acc1: 33.2031 (36.3935)  acc5: 58.5938 (58.8854)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [63]  [ 230/1251]  eta: 0:08:18  lr: 2.930e-02  img/s: 5.39e+02  pen: 5.0e-02  loss: 4.7119 (4.2735)  acc1: 32.8125 (36.2284)  acc5: 58.5938 (58.6986)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [63]  [ 240/1251]  eta: 0:08:13  lr: 2.930e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.6615 (4.2665)  acc1: 38.6719 (36.2763)  acc5: 62.1094 (58.7186)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [63]  [ 250/1251]  eta: 0:08:07  lr: 2.930e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.0108 (4.2621)  acc1: 38.6719 (36.3094)  acc5: 63.2812 (58.7276)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [63]  [ 260/1251]  eta: 0:08:02  lr: 2.930e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 4.2743 (4.2679)  acc1: 35.5469 (36.1740)  acc5: 60.9375 (58.6237)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [63]  [ 270/1251]  eta: 0:07:57  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.5799 (4.2740)  acc1: 33.2031 (36.0989)  acc5: 56.6406 (58.5188)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [63]  [ 280/1251]  eta: 0:07:52  lr: 2.930e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.5799 (4.2775)  acc1: 34.3750 (36.0571)  acc5: 56.6406 (58.4311)  time: 0.4789  data: 0.0003  max mem: 42896
Epoch: [63]  [ 290/1251]  eta: 0:07:47  lr: 2.930e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.3544 (4.2792)  acc1: 37.1094 (35.9979)  acc5: 58.5938 (58.3494)  time: 0.4810  data: 0.0003  max mem: 42896
Epoch: [63]  [ 300/1251]  eta: 0:07:41  lr: 2.930e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4638 (4.2858)  acc1: 35.9375 (35.9064)  acc5: 58.9844 (58.2966)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [63]  [ 310/1251]  eta: 0:07:36  lr: 2.930e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.0820 (4.2846)  acc1: 35.9375 (35.9224)  acc5: 59.3750 (58.3162)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [63]  [ 320/1251]  eta: 0:07:31  lr: 2.930e-02  img/s: 5.08e+02  pen: 4.7e-02  loss: 4.3389 (4.2913)  acc1: 33.9844 (35.7477)  acc5: 59.3750 (58.1496)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [63]  [ 330/1251]  eta: 0:07:26  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3339 (4.2837)  acc1: 37.1094 (35.8726)  acc5: 60.9375 (58.2645)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [63]  [ 340/1251]  eta: 0:07:21  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.8152 (4.2753)  acc1: 39.8438 (35.9558)  acc5: 66.0156 (58.3967)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [63]  [ 350/1251]  eta: 0:07:16  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.6989 (4.2706)  acc1: 39.8438 (36.0121)  acc5: 65.6250 (58.4046)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [63]  [ 360/1251]  eta: 0:07:11  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0873 (4.2697)  acc1: 38.6719 (35.9754)  acc5: 60.9375 (58.4022)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [63]  [ 370/1251]  eta: 0:07:06  lr: 2.930e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 4.2724 (4.2708)  acc1: 38.2812 (35.9901)  acc5: 61.3281 (58.4158)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [63]  [ 380/1251]  eta: 0:07:01  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1798 (4.2669)  acc1: 37.5000 (36.0072)  acc5: 61.3281 (58.4717)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [63]  [ 390/1251]  eta: 0:06:56  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.2182 (4.2622)  acc1: 37.5000 (36.0644)  acc5: 61.3281 (58.5568)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [63]  [ 400/1251]  eta: 0:06:51  lr: 2.930e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.4031 (4.2654)  acc1: 35.9375 (36.0008)  acc5: 60.1562 (58.5148)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [63]  [ 410/1251]  eta: 0:06:46  lr: 2.930e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.4343 (4.2671)  acc1: 35.9375 (36.0487)  acc5: 60.1562 (58.5700)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [63]  [ 420/1251]  eta: 0:06:41  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4343 (4.2651)  acc1: 38.6719 (36.0841)  acc5: 60.1562 (58.6058)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [63]  [ 430/1251]  eta: 0:06:36  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.5571 (4.2734)  acc1: 35.9375 (35.9747)  acc5: 57.0312 (58.4968)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [63]  [ 440/1251]  eta: 0:06:31  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.7652 (4.2772)  acc1: 31.2500 (35.9517)  acc5: 53.1250 (58.4830)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [63]  [ 450/1251]  eta: 0:06:26  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3902 (4.2777)  acc1: 36.7188 (35.9609)  acc5: 59.3750 (58.4526)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [63]  [ 460/1251]  eta: 0:06:21  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3491 (4.2725)  acc1: 39.8438 (36.0027)  acc5: 62.8906 (58.5268)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [63]  [ 470/1251]  eta: 0:06:16  lr: 2.930e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.9445 (4.2704)  acc1: 39.8438 (36.0146)  acc5: 62.8906 (58.5340)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [63]  [ 480/1251]  eta: 0:06:11  lr: 2.930e-02  img/s: 4.88e+02  pen: 4.4e-02  loss: 4.1125 (4.2672)  acc1: 39.8438 (36.0479)  acc5: 62.5000 (58.5743)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [63]  [ 490/1251]  eta: 0:06:06  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.5380 (4.2564)  acc1: 41.4062 (36.1539)  acc5: 65.6250 (58.7274)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [63]  [ 500/1251]  eta: 0:06:01  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 3.6547 (4.2590)  acc1: 40.6250 (36.0747)  acc5: 65.2344 (58.6187)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [63]  [ 510/1251]  eta: 0:05:56  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.6547 (4.2544)  acc1: 40.6250 (36.1194)  acc5: 62.1094 (58.6473)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [63]  [ 520/1251]  eta: 0:05:51  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.1775 (4.2561)  acc1: 39.4531 (36.0852)  acc5: 64.0625 (58.6020)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [63]  [ 530/1251]  eta: 0:05:47  lr: 2.930e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.3219 (4.2562)  acc1: 37.5000 (36.1126)  acc5: 60.1562 (58.6048)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [63]  [ 540/1251]  eta: 0:05:42  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.5310 (4.2604)  acc1: 33.2031 (36.0379)  acc5: 53.5156 (58.5223)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [63]  [ 550/1251]  eta: 0:05:37  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3607 (4.2593)  acc1: 35.9375 (36.0424)  acc5: 59.3750 (58.5250)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [63]  [ 560/1251]  eta: 0:05:32  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.9094 (4.2556)  acc1: 40.2344 (36.0914)  acc5: 63.6719 (58.5387)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [63]  [ 570/1251]  eta: 0:05:27  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.7954 (4.2549)  acc1: 40.2344 (36.0771)  acc5: 61.7188 (58.5240)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [63]  [ 580/1251]  eta: 0:05:22  lr: 2.930e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.5523 (4.2593)  acc1: 32.4219 (36.0491)  acc5: 55.4688 (58.4606)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [63]  [ 590/1251]  eta: 0:05:17  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5511 (4.2552)  acc1: 39.0625 (36.0770)  acc5: 56.6406 (58.4913)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [63]  [ 600/1251]  eta: 0:05:12  lr: 2.930e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.5511 (4.2613)  acc1: 37.1094 (35.9940)  acc5: 56.6406 (58.3754)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [63]  [ 610/1251]  eta: 0:05:07  lr: 2.930e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.8356 (4.2656)  acc1: 27.7344 (35.9426)  acc5: 48.8281 (58.3150)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [63]  [ 620/1251]  eta: 0:05:03  lr: 2.930e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.4302 (4.2648)  acc1: 35.5469 (35.9337)  acc5: 56.6406 (58.3233)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [63]  [ 630/1251]  eta: 0:04:58  lr: 2.930e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.7494 (4.2622)  acc1: 37.8906 (35.9127)  acc5: 64.8438 (58.3065)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [63]  [ 640/1251]  eta: 0:04:53  lr: 2.930e-02  img/s: 5.10e+02  pen: 4.7e-02  loss: 3.7563 (4.2622)  acc1: 37.1094 (35.9107)  acc5: 59.7656 (58.2958)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [63]  [ 650/1251]  eta: 0:04:48  lr: 2.930e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.2963 (4.2629)  acc1: 35.5469 (35.8643)  acc5: 59.7656 (58.2877)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [63]  [ 660/1251]  eta: 0:04:43  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.9754 (4.2598)  acc1: 35.9375 (35.8926)  acc5: 62.8906 (58.3314)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [63]  [ 670/1251]  eta: 0:04:38  lr: 2.930e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 3.5607 (4.2529)  acc1: 41.0156 (35.9451)  acc5: 66.0156 (58.3981)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [63]  [ 680/1251]  eta: 0:04:34  lr: 2.930e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.7074 (4.2529)  acc1: 40.2344 (35.9576)  acc5: 62.8906 (58.4102)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [63]  [ 690/1251]  eta: 0:04:29  lr: 2.930e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.8291 (4.2502)  acc1: 40.2344 (35.9697)  acc5: 61.3281 (58.4208)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [63]  [ 700/1251]  eta: 0:04:24  lr: 2.930e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.9976 (4.2513)  acc1: 38.6719 (35.9553)  acc5: 61.3281 (58.3998)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [63]  [ 710/1251]  eta: 0:04:19  lr: 2.930e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.9976 (4.2479)  acc1: 38.6719 (35.9738)  acc5: 61.3281 (58.4245)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [63]  [ 720/1251]  eta: 0:04:14  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5911 (4.2521)  acc1: 35.9375 (35.9630)  acc5: 58.2031 (58.4003)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [63]  [ 730/1251]  eta: 0:04:09  lr: 2.930e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.6083 (4.2512)  acc1: 35.9375 (35.9947)  acc5: 57.0312 (58.4463)  time: 0.4799  data: 0.0003  max mem: 42896
Epoch: [63]  [ 740/1251]  eta: 0:04:05  lr: 2.930e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.2052 (4.2523)  acc1: 38.2812 (35.9834)  acc5: 64.0625 (58.4287)  time: 0.4815  data: 0.0003  max mem: 42896
Epoch: [63]  [ 750/1251]  eta: 0:04:00  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.0902 (4.2500)  acc1: 38.6719 (35.9843)  acc5: 64.0625 (58.4419)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [63]  [ 760/1251]  eta: 0:03:55  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.6867 (4.2440)  acc1: 41.4062 (36.0607)  acc5: 66.7969 (58.5250)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [63]  [ 770/1251]  eta: 0:03:50  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.7472 (4.2457)  acc1: 42.1875 (36.0454)  acc5: 64.4531 (58.4868)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [63]  [ 780/1251]  eta: 0:03:45  lr: 2.930e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.6797 (4.2489)  acc1: 29.6875 (35.9615)  acc5: 49.2188 (58.3847)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [63]  [ 790/1251]  eta: 0:03:40  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.7034 (4.2488)  acc1: 26.9531 (35.9281)  acc5: 51.9531 (58.3705)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [63]  [ 800/1251]  eta: 0:03:36  lr: 2.930e-02  img/s: 5.07e+02  pen: 4.0e-02  loss: 4.4717 (4.2497)  acc1: 35.5469 (35.9170)  acc5: 60.9375 (58.3670)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [63]  [ 810/1251]  eta: 0:03:31  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.5280 (4.2555)  acc1: 32.8125 (35.8306)  acc5: 58.2031 (58.2836)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [63]  [ 820/1251]  eta: 0:03:26  lr: 2.930e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.6947 (4.2571)  acc1: 29.6875 (35.7948)  acc5: 53.9062 (58.2426)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [63]  [ 830/1251]  eta: 0:03:21  lr: 2.930e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.3487 (4.2563)  acc1: 35.5469 (35.7965)  acc5: 60.1562 (58.2652)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [63]  [ 840/1251]  eta: 0:03:16  lr: 2.930e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.3487 (4.2577)  acc1: 38.2812 (35.7796)  acc5: 61.7188 (58.2598)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [63]  [ 850/1251]  eta: 0:03:12  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2664 (4.2579)  acc1: 38.2812 (35.7672)  acc5: 61.7188 (58.2421)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [63]  [ 860/1251]  eta: 0:03:07  lr: 2.930e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.6998 (4.2567)  acc1: 41.0156 (35.7901)  acc5: 64.8438 (58.2753)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [63]  [ 870/1251]  eta: 0:03:02  lr: 2.930e-02  img/s: 5.40e+02  pen: 3.5e-02  loss: 3.5524 (4.2538)  acc1: 41.7969 (35.8164)  acc5: 64.8438 (58.3022)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [63]  [ 880/1251]  eta: 0:02:57  lr: 2.930e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.5526 (4.2572)  acc1: 32.4219 (35.7593)  acc5: 54.2969 (58.2421)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [63]  [ 890/1251]  eta: 0:02:52  lr: 2.930e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.5526 (4.2587)  acc1: 34.7656 (35.7595)  acc5: 53.9062 (58.2457)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [63]  [ 900/1251]  eta: 0:02:48  lr: 2.930e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4225 (4.2568)  acc1: 36.3281 (35.8027)  acc5: 61.3281 (58.2963)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [63]  [ 910/1251]  eta: 0:02:43  lr: 2.930e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.0896 (4.2544)  acc1: 37.8906 (35.8354)  acc5: 61.7188 (58.3266)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [63]  [ 920/1251]  eta: 0:02:38  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.0896 (4.2559)  acc1: 37.8906 (35.7653)  acc5: 61.7188 (58.2451)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [63]  [ 930/1251]  eta: 0:02:33  lr: 2.930e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.2735 (4.2580)  acc1: 31.2500 (35.7458)  acc5: 55.0781 (58.2228)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [63]  [ 940/1251]  eta: 0:02:28  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1400 (4.2554)  acc1: 38.6719 (35.7793)  acc5: 61.7188 (58.2596)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [63]  [ 950/1251]  eta: 0:02:24  lr: 2.930e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 3.6624 (4.2538)  acc1: 40.6250 (35.7868)  acc5: 65.2344 (58.2762)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [63]  [ 960/1251]  eta: 0:02:19  lr: 2.930e-02  img/s: 5.11e+02  pen: 4.4e-02  loss: 3.8450 (4.2525)  acc1: 41.0156 (35.7997)  acc5: 64.0625 (58.3007)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [63]  [ 970/1251]  eta: 0:02:14  lr: 2.930e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.9124 (4.2505)  acc1: 39.8438 (35.8204)  acc5: 64.0625 (58.3270)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [63]  [ 980/1251]  eta: 0:02:09  lr: 2.930e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.3201 (4.2523)  acc1: 38.2812 (35.8045)  acc5: 59.7656 (58.3039)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [63]  [ 990/1251]  eta: 0:02:04  lr: 2.930e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.7142 (4.2557)  acc1: 33.9844 (35.7660)  acc5: 56.6406 (58.2382)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [63]  [1000/1251]  eta: 0:02:00  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.6805 (4.2579)  acc1: 33.9844 (35.7490)  acc5: 55.8594 (58.2129)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [63]  [1010/1251]  eta: 0:01:55  lr: 2.930e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 3.9545 (4.2563)  acc1: 37.5000 (35.7818)  acc5: 62.1094 (58.2279)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [63]  [1020/1251]  eta: 0:01:50  lr: 2.930e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.9545 (4.2548)  acc1: 39.8438 (35.8132)  acc5: 64.0625 (58.2716)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [63]  [1030/1251]  eta: 0:01:45  lr: 2.930e-02  img/s: 5.41e+02  pen: 3.5e-02  loss: 4.3728 (4.2560)  acc1: 37.5000 (35.8022)  acc5: 62.8906 (58.2547)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [63]  [1040/1251]  eta: 0:01:40  lr: 2.930e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.4108 (4.2558)  acc1: 35.5469 (35.7878)  acc5: 61.3281 (58.2414)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [63]  [1050/1251]  eta: 0:01:36  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.4136 (4.2572)  acc1: 36.7188 (35.7632)  acc5: 57.0312 (58.2132)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [63]  [1060/1251]  eta: 0:01:31  lr: 2.930e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.1579 (4.2565)  acc1: 38.2812 (35.7759)  acc5: 60.5469 (58.2374)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [63]  [1070/1251]  eta: 0:01:26  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1579 (4.2558)  acc1: 39.8438 (35.8051)  acc5: 61.3281 (58.2655)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [63]  [1080/1251]  eta: 0:01:21  lr: 2.930e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.2588 (4.2559)  acc1: 39.0625 (35.7998)  acc5: 61.3281 (58.2497)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [63]  [1090/1251]  eta: 0:01:16  lr: 2.930e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.0110 (4.2557)  acc1: 39.0625 (35.8022)  acc5: 62.5000 (58.2464)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [63]  [1100/1251]  eta: 0:01:12  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2357 (4.2574)  acc1: 39.0625 (35.7966)  acc5: 62.5000 (58.2326)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [63]  [1110/1251]  eta: 0:01:07  lr: 2.930e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.2357 (4.2555)  acc1: 39.0625 (35.8222)  acc5: 62.5000 (58.2720)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [63]  [1120/1251]  eta: 0:01:02  lr: 2.930e-02  img/s: 5.09e+02  pen: 4.9e-02  loss: 3.7596 (4.2527)  acc1: 41.0156 (35.8633)  acc5: 63.2812 (58.3233)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [63]  [1130/1251]  eta: 0:00:57  lr: 2.930e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 3.5982 (4.2524)  acc1: 39.0625 (35.8536)  acc5: 62.8906 (58.3136)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [63]  [1140/1251]  eta: 0:00:53  lr: 2.930e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.5982 (4.2507)  acc1: 39.0625 (35.8560)  acc5: 64.0625 (58.3188)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [63]  [1150/1251]  eta: 0:00:48  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0325 (4.2518)  acc1: 39.0625 (35.8540)  acc5: 65.2344 (58.3192)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [63]  [1160/1251]  eta: 0:00:43  lr: 2.930e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.1163 (4.2524)  acc1: 38.2812 (35.8419)  acc5: 61.7188 (58.3041)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [63]  [1170/1251]  eta: 0:00:38  lr: 2.930e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.3209 (4.2526)  acc1: 33.9844 (35.8428)  acc5: 55.8594 (58.3029)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [63]  [1180/1251]  eta: 0:00:33  lr: 2.930e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.3209 (4.2542)  acc1: 33.9844 (35.8092)  acc5: 55.8594 (58.2517)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [63]  [1190/1251]  eta: 0:00:29  lr: 2.930e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.8712 (4.2554)  acc1: 32.0312 (35.7893)  acc5: 56.2500 (58.2326)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [63]  [1200/1251]  eta: 0:00:24  lr: 2.930e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.6811 (4.2558)  acc1: 36.3281 (35.8028)  acc5: 57.8125 (58.2539)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [63]  [1210/1251]  eta: 0:00:19  lr: 2.930e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.4381 (4.2555)  acc1: 36.7188 (35.8117)  acc5: 59.7656 (58.2663)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [63]  [1220/1251]  eta: 0:00:14  lr: 2.930e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.2963 (4.2553)  acc1: 36.3281 (35.8086)  acc5: 60.5469 (58.2700)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [63]  [1230/1251]  eta: 0:00:10  lr: 2.930e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.8863 (4.2541)  acc1: 36.7188 (35.8204)  acc5: 62.1094 (58.2850)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [63]  [1240/1251]  eta: 0:00:05  lr: 2.930e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.5517 (4.2494)  acc1: 41.7969 (35.8686)  acc5: 65.6250 (58.3350)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [63]  [1250/1251]  eta: 0:00:00  lr: 2.930e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.5806 (4.2535)  acc1: 36.7188 (35.8270)  acc5: 58.9844 (58.2765)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [63] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:12  loss: 2.6678 (2.6678)  acc1: 66.7969 (66.7969)  acc5: 88.2812 (88.2812)  time: 2.6949  data: 2.4438  max mem: 42896
Test:  Total time: 0:00:14
Test:  Acc@1 52.040 Acc@5 77.112 Loss: 3.219
Test: EMA  [ 0/49]  eta: 0:02:16  loss: nan (nan)  acc1: 8.2031 (8.2031)  acc5: 32.0312 (32.0312)  time: 2.7801  data: 2.5304  max mem: 42896
Test: EMA Total time: 0:00:14
Test: EMA Acc@1 5.892 Acc@5 11.506 Loss: nan
Epoch: [64]  [   0/1251]  eta: 1:28:54  lr: 2.928e-02  img/s: 5.07e+02  pen: 4.5e-02  loss: 3.7865 (3.7865)  acc1: 41.7969 (41.7969)  acc5: 66.7969 (66.7969)  time: 4.2645  data: 3.7597  max mem: 42896
Epoch: [64]  [  10/1251]  eta: 0:17:15  lr: 2.928e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.3877 (4.3317)  acc1: 39.4531 (35.4403)  acc5: 60.5469 (57.8480)  time: 0.8344  data: 0.3420  max mem: 42896
Epoch: [64]  [  20/1251]  eta: 0:13:35  lr: 2.928e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.4362 (4.3484)  acc1: 37.1094 (34.0588)  acc5: 60.5469 (56.5848)  time: 0.4823  data: 0.0003  max mem: 42896
Epoch: [64]  [  30/1251]  eta: 0:12:14  lr: 2.928e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.6133 (4.3324)  acc1: 34.7656 (34.5514)  acc5: 57.4219 (57.3715)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [64]  [  40/1251]  eta: 0:11:31  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2907 (4.3009)  acc1: 39.0625 (34.9752)  acc5: 61.7188 (57.9649)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [64]  [  50/1251]  eta: 0:11:02  lr: 2.928e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 3.9180 (4.2620)  acc1: 40.6250 (35.8532)  acc5: 64.8438 (58.4635)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [64]  [  60/1251]  eta: 0:10:41  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.9180 (4.2659)  acc1: 39.0625 (35.7966)  acc5: 62.5000 (58.3952)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [64]  [  70/1251]  eta: 0:10:26  lr: 2.928e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.0122 (4.2429)  acc1: 39.0625 (36.1356)  acc5: 62.5000 (58.6928)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [64]  [  80/1251]  eta: 0:10:12  lr: 2.928e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.9136 (4.2340)  acc1: 40.2344 (36.0677)  acc5: 62.5000 (58.6179)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [64]  [  90/1251]  eta: 0:10:01  lr: 2.928e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.1877 (4.2381)  acc1: 39.8438 (36.2552)  acc5: 62.5000 (58.8298)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [64]  [ 100/1251]  eta: 0:09:51  lr: 2.928e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 3.8120 (4.1839)  acc1: 42.5781 (36.8967)  acc5: 65.2344 (59.5104)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [64]  [ 110/1251]  eta: 0:09:42  lr: 2.928e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 3.4038 (4.1551)  acc1: 45.3125 (37.2959)  acc5: 68.3594 (59.9838)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [64]  [ 120/1251]  eta: 0:09:33  lr: 2.928e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.5794 (4.1540)  acc1: 41.4062 (37.1675)  acc5: 65.2344 (59.8302)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [64]  [ 130/1251]  eta: 0:09:27  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.0539 (4.1656)  acc1: 35.1562 (37.2853)  acc5: 58.2031 (59.9147)  time: 0.4860  data: 0.0003  max mem: 42896
Epoch: [64]  [ 140/1251]  eta: 0:09:20  lr: 2.928e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.0443 (4.1552)  acc1: 41.0156 (37.2701)  acc5: 63.6719 (59.9152)  time: 0.4858  data: 0.0003  max mem: 42896
Epoch: [64]  [ 150/1251]  eta: 0:09:12  lr: 2.928e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.4006 (4.1834)  acc1: 35.5469 (36.9464)  acc5: 57.4219 (59.5406)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [64]  [ 160/1251]  eta: 0:09:06  lr: 2.928e-02  img/s: 5.10e+02  pen: 4.2e-02  loss: 4.5057 (4.1887)  acc1: 34.7656 (36.9978)  acc5: 57.8125 (59.5837)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [64]  [ 170/1251]  eta: 0:08:59  lr: 2.928e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.6392 (4.2174)  acc1: 33.9844 (36.5360)  acc5: 56.2500 (59.0529)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [64]  [ 180/1251]  eta: 0:08:52  lr: 2.928e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.3351 (4.2033)  acc1: 38.6719 (36.7900)  acc5: 61.3281 (59.3534)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [64]  [ 190/1251]  eta: 0:08:46  lr: 2.928e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.0911 (4.2129)  acc1: 39.8438 (36.5674)  acc5: 62.5000 (59.1153)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [64]  [ 200/1251]  eta: 0:08:40  lr: 2.928e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.7048 (4.2329)  acc1: 32.8125 (36.3165)  acc5: 55.8594 (58.8270)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [64]  [ 210/1251]  eta: 0:08:34  lr: 2.928e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.7048 (4.2408)  acc1: 33.5938 (36.1430)  acc5: 55.0781 (58.6474)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [64]  [ 220/1251]  eta: 0:08:28  lr: 2.928e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.5724 (4.2418)  acc1: 34.3750 (36.1797)  acc5: 57.4219 (58.7422)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [64]  [ 230/1251]  eta: 0:08:23  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0780 (4.2302)  acc1: 40.2344 (36.3349)  acc5: 66.4062 (58.8914)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [64]  [ 240/1251]  eta: 0:08:17  lr: 2.928e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.8098 (4.2254)  acc1: 41.7969 (36.3638)  acc5: 65.2344 (58.9601)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [64]  [ 250/1251]  eta: 0:08:11  lr: 2.928e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.8149 (4.2482)  acc1: 34.3750 (36.1025)  acc5: 58.2031 (58.6498)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [64]  [ 260/1251]  eta: 0:08:06  lr: 2.928e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.8829 (4.2473)  acc1: 28.5156 (35.9749)  acc5: 52.7344 (58.4995)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [64]  [ 270/1251]  eta: 0:08:00  lr: 2.928e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.1547 (4.2506)  acc1: 39.0625 (35.9274)  acc5: 60.9375 (58.4395)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [64]  [ 280/1251]  eta: 0:07:55  lr: 2.928e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.1547 (4.2453)  acc1: 36.3281 (35.9069)  acc5: 58.9844 (58.4269)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [64]  [ 290/1251]  eta: 0:07:50  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3749 (4.2485)  acc1: 36.3281 (35.8449)  acc5: 58.9844 (58.3280)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [64]  [ 300/1251]  eta: 0:07:44  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3749 (4.2412)  acc1: 38.2812 (35.9388)  acc5: 61.7188 (58.4186)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [64]  [ 310/1251]  eta: 0:07:39  lr: 2.928e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.3813 (4.2459)  acc1: 39.0625 (35.8734)  acc5: 62.1094 (58.3978)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [64]  [ 320/1251]  eta: 0:07:34  lr: 2.928e-02  img/s: 5.07e+02  pen: 4.4e-02  loss: 4.3813 (4.2502)  acc1: 29.6875 (35.7708)  acc5: 52.7344 (58.2445)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [64]  [ 330/1251]  eta: 0:07:28  lr: 2.928e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.0841 (4.2464)  acc1: 37.5000 (35.8466)  acc5: 61.3281 (58.3377)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [64]  [ 340/1251]  eta: 0:07:23  lr: 2.928e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.8268 (4.2396)  acc1: 40.2344 (35.9157)  acc5: 63.6719 (58.3864)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [64]  [ 350/1251]  eta: 0:07:18  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.6271 (4.2283)  acc1: 40.2344 (36.0477)  acc5: 64.0625 (58.5414)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [64]  [ 360/1251]  eta: 0:07:13  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.0606 (4.2351)  acc1: 37.8906 (35.9353)  acc5: 60.9375 (58.4066)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [64]  [ 370/1251]  eta: 0:07:08  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.6937 (4.2383)  acc1: 31.2500 (35.9028)  acc5: 55.0781 (58.3895)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [64]  [ 380/1251]  eta: 0:07:03  lr: 2.928e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.6811 (4.2530)  acc1: 31.2500 (35.7489)  acc5: 55.4688 (58.2277)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [64]  [ 390/1251]  eta: 0:06:58  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.6811 (4.2539)  acc1: 32.0312 (35.7287)  acc5: 55.4688 (58.1841)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [64]  [ 400/1251]  eta: 0:06:53  lr: 2.928e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 3.6192 (4.2495)  acc1: 42.5781 (35.7807)  acc5: 64.8438 (58.2333)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [64]  [ 410/1251]  eta: 0:06:47  lr: 2.928e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.9841 (4.2526)  acc1: 41.4062 (35.7132)  acc5: 62.5000 (58.1699)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [64]  [ 420/1251]  eta: 0:06:42  lr: 2.928e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.6827 (4.2610)  acc1: 29.2969 (35.6118)  acc5: 55.0781 (58.0380)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [64]  [ 430/1251]  eta: 0:06:37  lr: 2.928e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.8787 (4.2679)  acc1: 28.9062 (35.5505)  acc5: 50.0000 (57.9548)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [64]  [ 440/1251]  eta: 0:06:32  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.1297 (4.2681)  acc1: 39.0625 (35.5752)  acc5: 63.2812 (57.9480)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [64]  [ 450/1251]  eta: 0:06:27  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.0107 (4.2687)  acc1: 37.1094 (35.5538)  acc5: 64.8438 (57.9381)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [64]  [ 460/1251]  eta: 0:06:22  lr: 2.928e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.9522 (4.2611)  acc1: 41.0156 (35.6511)  acc5: 64.8438 (58.0337)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [64]  [ 470/1251]  eta: 0:06:17  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.8003 (4.2573)  acc1: 42.1875 (35.7103)  acc5: 67.5781 (58.0970)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [64]  [ 480/1251]  eta: 0:06:12  lr: 2.928e-02  img/s: 5.08e+02  pen: 4.7e-02  loss: 4.3882 (4.2599)  acc1: 33.9844 (35.6841)  acc5: 56.6406 (58.0878)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [64]  [ 490/1251]  eta: 0:06:07  lr: 2.928e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.7347 (4.2595)  acc1: 33.9844 (35.6829)  acc5: 55.8594 (58.0671)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [64]  [ 500/1251]  eta: 0:06:03  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.8250 (4.2523)  acc1: 39.8438 (35.7613)  acc5: 62.8906 (58.1470)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [64]  [ 510/1251]  eta: 0:05:58  lr: 2.928e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 3.7917 (4.2499)  acc1: 42.1875 (35.7709)  acc5: 65.6250 (58.1489)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [64]  [ 520/1251]  eta: 0:05:53  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.8335 (4.2447)  acc1: 40.6250 (35.8160)  acc5: 65.6250 (58.2309)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [64]  [ 530/1251]  eta: 0:05:48  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0197 (4.2457)  acc1: 38.2812 (35.8308)  acc5: 63.6719 (58.2421)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [64]  [ 540/1251]  eta: 0:05:43  lr: 2.928e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.0197 (4.2435)  acc1: 39.0625 (35.8646)  acc5: 63.2812 (58.3020)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [64]  [ 550/1251]  eta: 0:05:38  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.7516 (4.2387)  acc1: 40.6250 (35.9162)  acc5: 64.4531 (58.3761)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [64]  [ 560/1251]  eta: 0:05:33  lr: 2.928e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.7734 (4.2363)  acc1: 41.4062 (35.9758)  acc5: 65.2344 (58.4447)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [64]  [ 570/1251]  eta: 0:05:28  lr: 2.928e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.2065 (4.2382)  acc1: 39.4531 (36.0025)  acc5: 62.5000 (58.4713)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [64]  [ 580/1251]  eta: 0:05:23  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3081 (4.2371)  acc1: 35.9375 (36.0108)  acc5: 61.3281 (58.5077)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [64]  [ 590/1251]  eta: 0:05:18  lr: 2.928e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.2811 (4.2387)  acc1: 36.3281 (35.9943)  acc5: 61.7188 (58.4695)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [64]  [ 600/1251]  eta: 0:05:13  lr: 2.928e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.2811 (4.2395)  acc1: 39.4531 (35.9953)  acc5: 62.5000 (58.4475)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [64]  [ 610/1251]  eta: 0:05:08  lr: 2.928e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.8791 (4.2335)  acc1: 41.0156 (36.0545)  acc5: 63.2812 (58.5260)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [64]  [ 620/1251]  eta: 0:05:04  lr: 2.928e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.2225 (4.2364)  acc1: 41.0156 (36.0375)  acc5: 61.3281 (58.5176)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [64]  [ 630/1251]  eta: 0:04:59  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4358 (4.2384)  acc1: 37.1094 (36.0143)  acc5: 58.5938 (58.4829)  time: 0.4742  data: 0.0002  max mem: 42896
Epoch: [64]  [ 640/1251]  eta: 0:04:54  lr: 2.928e-02  img/s: 5.09e+02  pen: 4.5e-02  loss: 4.4358 (4.2386)  acc1: 36.3281 (36.0167)  acc5: 59.3750 (58.5103)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [64]  [ 650/1251]  eta: 0:04:49  lr: 2.928e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.6363 (4.2306)  acc1: 41.0156 (36.1181)  acc5: 64.8438 (58.6154)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [64]  [ 660/1251]  eta: 0:04:44  lr: 2.928e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 3.6780 (4.2313)  acc1: 41.0156 (36.1355)  acc5: 64.0625 (58.6138)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [64]  [ 670/1251]  eta: 0:04:39  lr: 2.928e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.6759 (4.2378)  acc1: 34.3750 (36.0545)  acc5: 56.6406 (58.5227)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [64]  [ 680/1251]  eta: 0:04:34  lr: 2.928e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.7449 (4.2447)  acc1: 30.8594 (35.9788)  acc5: 53.9062 (58.4182)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [64]  [ 690/1251]  eta: 0:04:29  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.7709 (4.2449)  acc1: 33.5938 (35.9867)  acc5: 53.9062 (58.4389)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [64]  [ 700/1251]  eta: 0:04:25  lr: 2.928e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.1251 (4.2417)  acc1: 38.6719 (36.0478)  acc5: 64.4531 (58.5118)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [64]  [ 710/1251]  eta: 0:04:20  lr: 2.928e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.8659 (4.2375)  acc1: 41.4062 (36.1078)  acc5: 65.2344 (58.5745)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [64]  [ 720/1251]  eta: 0:04:15  lr: 2.928e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 3.9601 (4.2399)  acc1: 38.2812 (36.0632)  acc5: 63.6719 (58.5461)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [64]  [ 730/1251]  eta: 0:04:10  lr: 2.928e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2873 (4.2341)  acc1: 37.5000 (36.1400)  acc5: 62.5000 (58.6600)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [64]  [ 740/1251]  eta: 0:04:05  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.5023 (4.2326)  acc1: 42.1875 (36.1494)  acc5: 67.1875 (58.6612)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [64]  [ 750/1251]  eta: 0:04:00  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.7339 (4.2392)  acc1: 34.3750 (36.0987)  acc5: 55.0781 (58.5990)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [64]  [ 760/1251]  eta: 0:03:55  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.7234 (4.2375)  acc1: 34.3750 (36.1177)  acc5: 55.0781 (58.6091)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [64]  [ 770/1251]  eta: 0:03:51  lr: 2.928e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 3.6961 (4.2372)  acc1: 35.9375 (36.1098)  acc5: 58.2031 (58.5887)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [64]  [ 780/1251]  eta: 0:03:46  lr: 2.928e-02  img/s: 5.40e+02  pen: 3.5e-02  loss: 4.1970 (4.2378)  acc1: 39.4531 (36.1321)  acc5: 62.5000 (58.6053)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [64]  [ 790/1251]  eta: 0:03:41  lr: 2.928e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.0856 (4.2352)  acc1: 39.4531 (36.1686)  acc5: 63.6719 (58.6570)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [64]  [ 800/1251]  eta: 0:03:36  lr: 2.928e-02  img/s: 5.07e+02  pen: 4.7e-02  loss: 4.2543 (4.2375)  acc1: 38.2812 (36.1199)  acc5: 60.9375 (58.6045)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [64]  [ 810/1251]  eta: 0:03:31  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.6656 (4.2324)  acc1: 39.0625 (36.1557)  acc5: 60.9375 (58.6448)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [64]  [ 820/1251]  eta: 0:03:26  lr: 2.928e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.7845 (4.2337)  acc1: 39.0625 (36.1154)  acc5: 64.0625 (58.6194)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [64]  [ 830/1251]  eta: 0:03:22  lr: 2.928e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.0753 (4.2340)  acc1: 38.6719 (36.1142)  acc5: 62.8906 (58.6281)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [64]  [ 840/1251]  eta: 0:03:17  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.2609 (4.2370)  acc1: 36.3281 (36.0847)  acc5: 58.9844 (58.5872)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [64]  [ 850/1251]  eta: 0:03:12  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.5000 (4.2359)  acc1: 36.3281 (36.0807)  acc5: 57.0312 (58.5827)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [64]  [ 860/1251]  eta: 0:03:07  lr: 2.928e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.5495 (4.2310)  acc1: 42.5781 (36.1507)  acc5: 64.8438 (58.6763)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [64]  [ 870/1251]  eta: 0:03:02  lr: 2.928e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.6827 (4.2293)  acc1: 42.9688 (36.1680)  acc5: 67.5781 (58.6991)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [64]  [ 880/1251]  eta: 0:02:58  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1089 (4.2305)  acc1: 39.0625 (36.1783)  acc5: 58.2031 (58.7112)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [64]  [ 890/1251]  eta: 0:02:53  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.5345 (4.2314)  acc1: 36.3281 (36.1664)  acc5: 57.4219 (58.6753)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [64]  [ 900/1251]  eta: 0:02:48  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.7807 (4.2292)  acc1: 38.6719 (36.1885)  acc5: 64.0625 (58.7108)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [64]  [ 910/1251]  eta: 0:02:43  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.9288 (4.2296)  acc1: 40.2344 (36.1849)  acc5: 62.1094 (58.7018)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [64]  [ 920/1251]  eta: 0:02:38  lr: 2.928e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.2785 (4.2312)  acc1: 37.1094 (36.1771)  acc5: 58.9844 (58.6888)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [64]  [ 930/1251]  eta: 0:02:33  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.7410 (4.2357)  acc1: 33.2031 (36.1070)  acc5: 53.5156 (58.6059)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [64]  [ 940/1251]  eta: 0:02:29  lr: 2.928e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.6269 (4.2358)  acc1: 33.9844 (36.1148)  acc5: 56.2500 (58.6091)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [64]  [ 950/1251]  eta: 0:02:24  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1642 (4.2360)  acc1: 33.9844 (36.1141)  acc5: 57.0312 (58.6011)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [64]  [ 960/1251]  eta: 0:02:19  lr: 2.928e-02  img/s: 4.93e+02  pen: 3.8e-02  loss: 4.6145 (4.2385)  acc1: 33.5938 (36.1050)  acc5: 55.4688 (58.5791)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [64]  [ 970/1251]  eta: 0:02:14  lr: 2.928e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.6072 (4.2404)  acc1: 33.9844 (36.0727)  acc5: 53.9062 (58.5358)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [64]  [ 980/1251]  eta: 0:02:09  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.5101 (4.2408)  acc1: 36.7188 (36.0558)  acc5: 57.0312 (58.5141)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [64]  [ 990/1251]  eta: 0:02:05  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.0297 (4.2410)  acc1: 40.2344 (36.0534)  acc5: 63.6719 (58.5035)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [64]  [1000/1251]  eta: 0:02:00  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.8963 (4.2390)  acc1: 40.2344 (36.0674)  acc5: 63.6719 (58.5157)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [64]  [1010/1251]  eta: 0:01:55  lr: 2.928e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.8963 (4.2376)  acc1: 40.2344 (36.0874)  acc5: 64.0625 (58.5451)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [64]  [1020/1251]  eta: 0:01:50  lr: 2.928e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.1563 (4.2376)  acc1: 37.1094 (36.0875)  acc5: 60.5469 (58.5559)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [64]  [1030/1251]  eta: 0:01:45  lr: 2.928e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 3.9485 (4.2332)  acc1: 41.4062 (36.1466)  acc5: 66.4062 (58.6286)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [64]  [1040/1251]  eta: 0:01:41  lr: 2.928e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.2441 (4.2364)  acc1: 41.4062 (36.1090)  acc5: 62.1094 (58.5754)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [64]  [1050/1251]  eta: 0:01:36  lr: 2.928e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.2441 (4.2329)  acc1: 38.6719 (36.1226)  acc5: 60.5469 (58.5882)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [64]  [1060/1251]  eta: 0:01:31  lr: 2.928e-02  img/s: 5.41e+02  pen: 3.5e-02  loss: 3.5553 (4.2310)  acc1: 41.4062 (36.1433)  acc5: 66.0156 (58.6022)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [64]  [1070/1251]  eta: 0:01:26  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.6364 (4.2370)  acc1: 27.7344 (36.0466)  acc5: 53.1250 (58.4960)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [64]  [1080/1251]  eta: 0:01:21  lr: 2.928e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.7688 (4.2380)  acc1: 27.7344 (36.0430)  acc5: 53.1250 (58.4969)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [64]  [1090/1251]  eta: 0:01:17  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1612 (4.2370)  acc1: 37.5000 (36.0678)  acc5: 62.1094 (58.5236)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [64]  [1100/1251]  eta: 0:01:12  lr: 2.928e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.4465 (4.2395)  acc1: 37.5000 (36.0393)  acc5: 62.1094 (58.4902)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [64]  [1110/1251]  eta: 0:01:07  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.2558 (4.2371)  acc1: 37.5000 (36.0672)  acc5: 62.1094 (58.5153)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [64]  [1120/1251]  eta: 0:01:02  lr: 2.928e-02  img/s: 4.91e+02  pen: 3.9e-02  loss: 4.0785 (4.2369)  acc1: 39.4531 (36.0731)  acc5: 64.4531 (58.5272)  time: 0.4772  data: 0.0004  max mem: 42896
Epoch: [64]  [1130/1251]  eta: 0:00:57  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.0785 (4.2347)  acc1: 39.4531 (36.0933)  acc5: 63.6719 (58.5616)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [64]  [1140/1251]  eta: 0:00:53  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9496 (4.2329)  acc1: 40.6250 (36.1155)  acc5: 66.4062 (58.6105)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [64]  [1150/1251]  eta: 0:00:48  lr: 2.928e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.1409 (4.2350)  acc1: 38.6719 (36.0933)  acc5: 63.6719 (58.5819)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [64]  [1160/1251]  eta: 0:00:43  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0480 (4.2314)  acc1: 38.2812 (36.1441)  acc5: 63.6719 (58.6439)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [64]  [1170/1251]  eta: 0:00:38  lr: 2.928e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.8196 (4.2298)  acc1: 39.0625 (36.1530)  acc5: 64.8438 (58.6565)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [64]  [1180/1251]  eta: 0:00:33  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.0295 (4.2304)  acc1: 36.7188 (36.1340)  acc5: 58.5938 (58.6341)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [64]  [1190/1251]  eta: 0:00:29  lr: 2.928e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 4.3583 (4.2308)  acc1: 39.8438 (36.1412)  acc5: 62.1094 (58.6288)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [64]  [1200/1251]  eta: 0:00:24  lr: 2.928e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.1478 (4.2303)  acc1: 38.6719 (36.1483)  acc5: 62.1094 (58.6422)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [64]  [1210/1251]  eta: 0:00:19  lr: 2.928e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.0661 (4.2307)  acc1: 38.6719 (36.1401)  acc5: 61.3281 (58.6337)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [64]  [1220/1251]  eta: 0:00:14  lr: 2.928e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.0661 (4.2295)  acc1: 39.4531 (36.1605)  acc5: 61.7188 (58.6533)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [64]  [1230/1251]  eta: 0:00:10  lr: 2.928e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 3.8524 (4.2275)  acc1: 43.7500 (36.1983)  acc5: 66.7969 (58.6959)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [64]  [1240/1251]  eta: 0:00:05  lr: 2.928e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.1201 (4.2295)  acc1: 38.2812 (36.1836)  acc5: 60.5469 (58.6850)  time: 0.4746  data: 0.0006  max mem: 42896
Epoch: [64]  [1250/1251]  eta: 0:00:00  lr: 2.928e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.4329 (4.2276)  acc1: 34.7656 (36.2042)  acc5: 58.2031 (58.7121)  time: 0.4750  data: 0.0005  max mem: 42896
Epoch: [64] Total time: 0:09:59
Test:   [ 0/49]  eta: 0:02:16  loss: 2.4002 (2.4002)  acc1: 69.5312 (69.5312)  acc5: 90.2344 (90.2344)  time: 2.7900  data: 2.5430  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 55.286 Acc@5 79.750 Loss: 3.012
Test: EMA  [ 0/49]  eta: 0:02:52  loss: nan (nan)  acc1: 8.9844 (8.9844)  acc5: 33.5938 (33.5938)  time: 3.5233  data: 3.2753  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 6.864 Acc@5 13.264 Loss: nan
Epoch: [65]  [   0/1251]  eta: 1:11:15  lr: 2.925e-02  img/s: 4.97e+02  pen: 4.6e-02  loss: 4.9047 (4.9047)  acc1: 28.5156 (28.5156)  acc5: 50.0000 (50.0000)  time: 3.4179  data: 2.9030  max mem: 42896
Epoch: [65]  [  10/1251]  eta: 0:15:37  lr: 2.925e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.7088 (4.4567)  acc1: 32.8125 (34.8011)  acc5: 54.2969 (58.2031)  time: 0.7557  data: 0.2794  max mem: 42896
Epoch: [65]  [  20/1251]  eta: 0:12:45  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.6587 (4.5303)  acc1: 32.8125 (33.9844)  acc5: 54.2969 (56.8824)  time: 0.4817  data: 0.0087  max mem: 42896
Epoch: [65]  [  30/1251]  eta: 0:11:40  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.4956 (4.4300)  acc1: 33.2031 (35.1310)  acc5: 58.9844 (57.2077)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [65]  [  40/1251]  eta: 0:11:06  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9666 (4.3128)  acc1: 42.1875 (35.7279)  acc5: 63.2812 (58.4318)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [65]  [  50/1251]  eta: 0:10:42  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2120 (4.3277)  acc1: 38.6719 (35.3860)  acc5: 60.5469 (57.8431)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [65]  [  60/1251]  eta: 0:10:25  lr: 2.925e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.4863 (4.3190)  acc1: 37.8906 (35.5661)  acc5: 58.2031 (57.8573)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [65]  [  70/1251]  eta: 0:10:12  lr: 2.925e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.2470 (4.3138)  acc1: 37.8906 (35.4258)  acc5: 61.7188 (57.7465)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [65]  [  80/1251]  eta: 0:10:00  lr: 2.925e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.2644 (4.3026)  acc1: 37.8906 (35.2768)  acc5: 61.7188 (57.6726)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [65]  [  90/1251]  eta: 0:09:50  lr: 2.925e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.5027 (4.3352)  acc1: 30.4688 (34.5810)  acc5: 55.8594 (57.0441)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [65]  [ 100/1251]  eta: 0:09:41  lr: 2.925e-02  img/s: 5.43e+02  pen: 4.3e-02  loss: 4.4908 (4.3059)  acc1: 30.4688 (34.9010)  acc5: 55.8594 (57.4451)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [65]  [ 110/1251]  eta: 0:09:33  lr: 2.925e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 4.1004 (4.3056)  acc1: 39.0625 (35.1105)  acc5: 65.6250 (57.6647)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [65]  [ 120/1251]  eta: 0:09:25  lr: 2.925e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.2635 (4.3048)  acc1: 36.3281 (35.0981)  acc5: 59.7656 (57.7318)  time: 0.4729  data: 0.0003  max mem: 42896
Epoch: [65]  [ 130/1251]  eta: 0:09:18  lr: 2.925e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.0510 (4.3032)  acc1: 37.5000 (35.2338)  acc5: 55.8594 (57.7469)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [65]  [ 140/1251]  eta: 0:09:11  lr: 2.925e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 4.7156 (4.3258)  acc1: 33.9844 (34.9734)  acc5: 55.4688 (57.3166)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [65]  [ 150/1251]  eta: 0:09:04  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.7239 (4.3451)  acc1: 32.8125 (34.8096)  acc5: 55.0781 (57.1451)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [65]  [ 160/1251]  eta: 0:08:58  lr: 2.925e-02  img/s: 5.09e+02  pen: 4.4e-02  loss: 4.2626 (4.3161)  acc1: 33.5938 (35.0641)  acc5: 57.4219 (57.4413)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [65]  [ 170/1251]  eta: 0:08:52  lr: 2.925e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.6650 (4.3136)  acc1: 39.8438 (34.9141)  acc5: 64.0625 (57.2574)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [65]  [ 180/1251]  eta: 0:08:46  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3415 (4.3077)  acc1: 38.6719 (35.0678)  acc5: 59.3750 (57.4068)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [65]  [ 190/1251]  eta: 0:08:40  lr: 2.925e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3415 (4.3012)  acc1: 39.4531 (35.2810)  acc5: 64.0625 (57.6796)  time: 0.4740  data: 0.0009  max mem: 42896
Epoch: [65]  [ 200/1251]  eta: 0:08:35  lr: 2.925e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.4906 (4.3132)  acc1: 36.3281 (35.1543)  acc5: 59.3750 (57.6842)  time: 0.4766  data: 0.0009  max mem: 42896
Epoch: [65]  [ 210/1251]  eta: 0:08:29  lr: 2.925e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.1902 (4.2947)  acc1: 37.5000 (35.3729)  acc5: 62.5000 (57.9384)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [65]  [ 220/1251]  eta: 0:08:23  lr: 2.925e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.1902 (4.3024)  acc1: 40.6250 (35.3684)  acc5: 62.8906 (57.9150)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [65]  [ 230/1251]  eta: 0:08:18  lr: 2.925e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.7241 (4.3172)  acc1: 33.2031 (35.0497)  acc5: 55.0781 (57.5538)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [65]  [ 240/1251]  eta: 0:08:12  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.7241 (4.3081)  acc1: 33.9844 (35.2211)  acc5: 56.6406 (57.7477)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [65]  [ 250/1251]  eta: 0:08:07  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.9278 (4.2981)  acc1: 39.4531 (35.2014)  acc5: 63.6719 (57.7518)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [65]  [ 260/1251]  eta: 0:08:02  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9278 (4.2925)  acc1: 37.1094 (35.2221)  acc5: 62.8906 (57.8290)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [65]  [ 270/1251]  eta: 0:07:56  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.1604 (4.2921)  acc1: 35.9375 (35.1880)  acc5: 61.7188 (57.8096)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [65]  [ 280/1251]  eta: 0:07:51  lr: 2.925e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.4940 (4.3031)  acc1: 34.7656 (35.1423)  acc5: 57.8125 (57.7235)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [65]  [ 290/1251]  eta: 0:07:46  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.4940 (4.3068)  acc1: 33.9844 (35.1227)  acc5: 57.4219 (57.6662)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [65]  [ 300/1251]  eta: 0:07:41  lr: 2.925e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.2095 (4.3054)  acc1: 32.8125 (35.1212)  acc5: 53.9062 (57.6516)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [65]  [ 310/1251]  eta: 0:07:36  lr: 2.925e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.1634 (4.3017)  acc1: 39.4531 (35.2241)  acc5: 63.2812 (57.7283)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [65]  [ 320/1251]  eta: 0:07:30  lr: 2.925e-02  img/s: 5.10e+02  pen: 4.1e-02  loss: 4.4503 (4.3074)  acc1: 38.6719 (35.1222)  acc5: 59.3750 (57.6531)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [65]  [ 330/1251]  eta: 0:07:25  lr: 2.925e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.3752 (4.2998)  acc1: 41.0156 (35.2719)  acc5: 62.5000 (57.8031)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [65]  [ 340/1251]  eta: 0:07:20  lr: 2.925e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.3471 (4.2972)  acc1: 40.6250 (35.3464)  acc5: 62.5000 (57.9259)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [65]  [ 350/1251]  eta: 0:07:15  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1248 (4.3027)  acc1: 39.0625 (35.2609)  acc5: 61.7188 (57.7635)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [65]  [ 360/1251]  eta: 0:07:10  lr: 2.925e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.1248 (4.2954)  acc1: 39.8438 (35.3532)  acc5: 62.5000 (57.8861)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [65]  [ 370/1251]  eta: 0:07:05  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6145 (4.3026)  acc1: 37.5000 (35.2489)  acc5: 61.7188 (57.7693)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [65]  [ 380/1251]  eta: 0:07:00  lr: 2.925e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.6675 (4.2970)  acc1: 35.5469 (35.3398)  acc5: 59.7656 (57.8443)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [65]  [ 390/1251]  eta: 0:06:55  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.6692 (4.2832)  acc1: 41.4062 (35.5259)  acc5: 63.6719 (58.0742)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [65]  [ 400/1251]  eta: 0:06:50  lr: 2.925e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 3.6692 (4.2787)  acc1: 41.0156 (35.5703)  acc5: 64.0625 (58.0960)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [65]  [ 410/1251]  eta: 0:06:45  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.5135 (4.2894)  acc1: 35.1562 (35.4138)  acc5: 59.7656 (57.9237)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [65]  [ 420/1251]  eta: 0:06:40  lr: 2.925e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.6648 (4.2934)  acc1: 35.1562 (35.4374)  acc5: 55.4688 (57.9656)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [65]  [ 430/1251]  eta: 0:06:35  lr: 2.925e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.3562 (4.2897)  acc1: 38.2812 (35.5242)  acc5: 62.5000 (58.0681)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [65]  [ 440/1251]  eta: 0:06:30  lr: 2.925e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3562 (4.2896)  acc1: 33.5938 (35.5416)  acc5: 62.5000 (58.0818)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [65]  [ 450/1251]  eta: 0:06:25  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.7396 (4.2958)  acc1: 31.6406 (35.4880)  acc5: 56.2500 (58.0412)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [65]  [ 460/1251]  eta: 0:06:20  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.6108 (4.2927)  acc1: 33.9844 (35.5265)  acc5: 56.6406 (58.0599)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [65]  [ 470/1251]  eta: 0:06:15  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.7073 (4.2885)  acc1: 37.8906 (35.5759)  acc5: 61.3281 (58.1127)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [65]  [ 480/1251]  eta: 0:06:11  lr: 2.925e-02  img/s: 5.08e+02  pen: 4.4e-02  loss: 4.3171 (4.2884)  acc1: 38.6719 (35.5680)  acc5: 62.1094 (58.1114)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [65]  [ 490/1251]  eta: 0:06:06  lr: 2.925e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.3171 (4.2865)  acc1: 37.1094 (35.6002)  acc5: 62.1094 (58.1729)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [65]  [ 500/1251]  eta: 0:06:01  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1232 (4.2820)  acc1: 37.1094 (35.6506)  acc5: 63.2812 (58.2460)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [65]  [ 510/1251]  eta: 0:05:56  lr: 2.925e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.1785 (4.2828)  acc1: 35.5469 (35.6226)  acc5: 59.7656 (58.1817)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [65]  [ 520/1251]  eta: 0:05:51  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5548 (4.2818)  acc1: 34.7656 (35.6406)  acc5: 57.0312 (58.1941)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [65]  [ 530/1251]  eta: 0:05:46  lr: 2.925e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.5548 (4.2874)  acc1: 34.7656 (35.5704)  acc5: 57.0312 (58.1045)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [65]  [ 540/1251]  eta: 0:05:41  lr: 2.925e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.6582 (4.2871)  acc1: 30.8594 (35.5563)  acc5: 53.9062 (58.1078)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [65]  [ 550/1251]  eta: 0:05:36  lr: 2.925e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.6582 (4.2890)  acc1: 32.4219 (35.5341)  acc5: 55.4688 (58.0911)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [65]  [ 560/1251]  eta: 0:05:31  lr: 2.925e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.4801 (4.2892)  acc1: 36.3281 (35.5378)  acc5: 57.0312 (58.0764)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [65]  [ 570/1251]  eta: 0:05:26  lr: 2.925e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.8385 (4.2962)  acc1: 26.9531 (35.3991)  acc5: 48.0469 (57.9377)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [65]  [ 580/1251]  eta: 0:05:22  lr: 2.925e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.7863 (4.2933)  acc1: 27.7344 (35.4373)  acc5: 48.0469 (57.9571)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [65]  [ 590/1251]  eta: 0:05:17  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.5955 (4.2966)  acc1: 35.5469 (35.4061)  acc5: 57.0312 (57.9354)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [65]  [ 600/1251]  eta: 0:05:12  lr: 2.925e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.5852 (4.2939)  acc1: 35.5469 (35.4669)  acc5: 58.2031 (57.9964)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [65]  [ 610/1251]  eta: 0:05:07  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.2688 (4.2964)  acc1: 37.5000 (35.3845)  acc5: 59.7656 (57.9116)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [65]  [ 620/1251]  eta: 0:05:02  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3039 (4.2936)  acc1: 32.8125 (35.4230)  acc5: 55.8594 (57.9452)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [65]  [ 630/1251]  eta: 0:04:57  lr: 2.925e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.4360 (4.2953)  acc1: 32.8125 (35.3605)  acc5: 55.8594 (57.8843)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [65]  [ 640/1251]  eta: 0:04:53  lr: 2.925e-02  img/s: 5.09e+02  pen: 4.3e-02  loss: 4.6130 (4.2943)  acc1: 32.8125 (35.3775)  acc5: 57.4219 (57.9277)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [65]  [ 650/1251]  eta: 0:04:48  lr: 2.925e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.4958 (4.2932)  acc1: 35.1562 (35.3615)  acc5: 61.3281 (57.8983)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [65]  [ 660/1251]  eta: 0:04:43  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.0703 (4.2904)  acc1: 39.4531 (35.3773)  acc5: 64.4531 (57.8946)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [65]  [ 670/1251]  eta: 0:04:38  lr: 2.925e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.1241 (4.2869)  acc1: 39.4531 (35.4403)  acc5: 64.8438 (57.9662)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [65]  [ 680/1251]  eta: 0:04:33  lr: 2.925e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 3.7957 (4.2812)  acc1: 42.1875 (35.5079)  acc5: 65.6250 (58.0379)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [65]  [ 690/1251]  eta: 0:04:28  lr: 2.925e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.4992 (4.2789)  acc1: 41.0156 (35.5463)  acc5: 62.5000 (58.0607)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [65]  [ 700/1251]  eta: 0:04:24  lr: 2.925e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.6655 (4.2778)  acc1: 38.6719 (35.5424)  acc5: 59.7656 (58.0415)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [65]  [ 710/1251]  eta: 0:04:19  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.3529 (4.2798)  acc1: 30.8594 (35.5046)  acc5: 53.1250 (57.9982)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [65]  [ 720/1251]  eta: 0:04:14  lr: 2.925e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.3565 (4.2784)  acc1: 36.7188 (35.5052)  acc5: 54.2969 (57.9918)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [65]  [ 730/1251]  eta: 0:04:09  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.6325 (4.2715)  acc1: 41.7969 (35.5784)  acc5: 66.0156 (58.0759)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [65]  [ 740/1251]  eta: 0:04:04  lr: 2.925e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.7435 (4.2721)  acc1: 41.4062 (35.5648)  acc5: 66.0156 (58.0603)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [65]  [ 750/1251]  eta: 0:04:00  lr: 2.925e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.4341 (4.2723)  acc1: 34.3750 (35.5651)  acc5: 58.2031 (58.0653)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [65]  [ 760/1251]  eta: 0:03:55  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.1705 (4.2709)  acc1: 36.3281 (35.5818)  acc5: 61.3281 (58.0799)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [65]  [ 770/1251]  eta: 0:03:50  lr: 2.925e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.0789 (4.2709)  acc1: 39.4531 (35.5626)  acc5: 60.9375 (58.0359)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [65]  [ 780/1251]  eta: 0:03:45  lr: 2.925e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.0156 (4.2678)  acc1: 39.4531 (35.6019)  acc5: 62.1094 (58.0896)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [65]  [ 790/1251]  eta: 0:03:40  lr: 2.925e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.1351 (4.2666)  acc1: 41.0156 (35.6521)  acc5: 62.1094 (58.1350)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [65]  [ 800/1251]  eta: 0:03:35  lr: 2.925e-02  img/s: 5.07e+02  pen: 4.3e-02  loss: 4.1196 (4.2621)  acc1: 41.0156 (35.7195)  acc5: 61.7188 (58.2021)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [65]  [ 810/1251]  eta: 0:03:31  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.8320 (4.2620)  acc1: 38.2812 (35.7073)  acc5: 63.6719 (58.2234)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [65]  [ 820/1251]  eta: 0:03:26  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.5544 (4.2570)  acc1: 40.6250 (35.7505)  acc5: 64.4531 (58.2731)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [65]  [ 830/1251]  eta: 0:03:21  lr: 2.925e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 3.6305 (4.2575)  acc1: 40.6250 (35.7326)  acc5: 66.7969 (58.2417)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [65]  [ 840/1251]  eta: 0:03:16  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.9300 (4.2567)  acc1: 39.4531 (35.7433)  acc5: 63.2812 (58.2719)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [65]  [ 850/1251]  eta: 0:03:11  lr: 2.925e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 3.9051 (4.2559)  acc1: 37.1094 (35.7470)  acc5: 60.9375 (58.2660)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [65]  [ 860/1251]  eta: 0:03:07  lr: 2.925e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.4495 (4.2566)  acc1: 35.9375 (35.7538)  acc5: 59.3750 (58.2639)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [65]  [ 870/1251]  eta: 0:03:02  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.5787 (4.2592)  acc1: 34.7656 (35.7245)  acc5: 58.5938 (58.2345)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [65]  [ 880/1251]  eta: 0:02:57  lr: 2.925e-02  img/s: 5.39e+02  pen: 3.7e-02  loss: 4.1335 (4.2586)  acc1: 36.3281 (35.7109)  acc5: 60.9375 (58.2390)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [65]  [ 890/1251]  eta: 0:02:52  lr: 2.925e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 3.9459 (4.2558)  acc1: 40.6250 (35.7722)  acc5: 64.4531 (58.3237)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [65]  [ 900/1251]  eta: 0:02:47  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.8661 (4.2570)  acc1: 39.0625 (35.7030)  acc5: 62.1094 (58.2669)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [65]  [ 910/1251]  eta: 0:02:43  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.5365 (4.2574)  acc1: 35.9375 (35.7291)  acc5: 57.4219 (58.2885)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [65]  [ 920/1251]  eta: 0:02:38  lr: 2.925e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.1518 (4.2562)  acc1: 39.8438 (35.7768)  acc5: 61.7188 (58.3359)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [65]  [ 930/1251]  eta: 0:02:33  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1056 (4.2548)  acc1: 41.7969 (35.8037)  acc5: 64.0625 (58.3416)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [65]  [ 940/1251]  eta: 0:02:28  lr: 2.925e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 4.3479 (4.2552)  acc1: 39.0625 (35.8150)  acc5: 60.9375 (58.3600)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [65]  [ 950/1251]  eta: 0:02:23  lr: 2.925e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.2286 (4.2540)  acc1: 37.8906 (35.8299)  acc5: 60.9375 (58.3892)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [65]  [ 960/1251]  eta: 0:02:19  lr: 2.925e-02  img/s: 5.07e+02  pen: 4.5e-02  loss: 4.1218 (4.2547)  acc1: 37.8906 (35.8204)  acc5: 62.5000 (58.3820)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [65]  [ 970/1251]  eta: 0:02:14  lr: 2.925e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.1401 (4.2525)  acc1: 39.8438 (35.8414)  acc5: 63.6719 (58.4007)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [65]  [ 980/1251]  eta: 0:02:09  lr: 2.925e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.1401 (4.2549)  acc1: 36.3281 (35.8248)  acc5: 62.1094 (58.3771)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [65]  [ 990/1251]  eta: 0:02:04  lr: 2.925e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.6509 (4.2551)  acc1: 32.8125 (35.8259)  acc5: 59.7656 (58.3821)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [65]  [1000/1251]  eta: 0:02:00  lr: 2.925e-02  img/s: 5.42e+02  pen: 3.5e-02  loss: 4.3231 (4.2556)  acc1: 37.8906 (35.8193)  acc5: 62.8906 (58.3670)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [65]  [1010/1251]  eta: 0:01:55  lr: 2.925e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.3395 (4.2553)  acc1: 37.5000 (35.8343)  acc5: 62.1094 (58.3863)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [65]  [1020/1251]  eta: 0:01:50  lr: 2.925e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.8693 (4.2516)  acc1: 40.2344 (35.8744)  acc5: 62.1094 (58.4377)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [65]  [1030/1251]  eta: 0:01:45  lr: 2.925e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.2646 (4.2520)  acc1: 40.2344 (35.8799)  acc5: 62.8906 (58.4494)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [65]  [1040/1251]  eta: 0:01:40  lr: 2.925e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.3832 (4.2538)  acc1: 35.9375 (35.8336)  acc5: 62.5000 (58.4031)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [65]  [1050/1251]  eta: 0:01:36  lr: 2.925e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.8090 (4.2557)  acc1: 27.3438 (35.7955)  acc5: 51.9531 (58.3585)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [65]  [1060/1251]  eta: 0:01:31  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.4836 (4.2560)  acc1: 37.8906 (35.7825)  acc5: 60.1562 (58.3463)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [65]  [1070/1251]  eta: 0:01:26  lr: 2.925e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.1623 (4.2571)  acc1: 37.8906 (35.7639)  acc5: 61.3281 (58.3195)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [65]  [1080/1251]  eta: 0:01:21  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.4762 (4.2595)  acc1: 37.1094 (35.7460)  acc5: 55.8594 (58.2945)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [65]  [1090/1251]  eta: 0:01:16  lr: 2.925e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.3804 (4.2553)  acc1: 38.6719 (35.7864)  acc5: 62.5000 (58.3446)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [65]  [1100/1251]  eta: 0:01:12  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.5399 (4.2540)  acc1: 41.4062 (35.8055)  acc5: 65.6250 (58.3674)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [65]  [1110/1251]  eta: 0:01:07  lr: 2.925e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.8947 (4.2516)  acc1: 40.6250 (35.8408)  acc5: 64.0625 (58.3909)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [65]  [1120/1251]  eta: 0:01:02  lr: 2.925e-02  img/s: 4.99e+02  pen: 4.3e-02  loss: 3.4166 (4.2474)  acc1: 43.7500 (35.8905)  acc5: 67.5781 (58.4579)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [65]  [1130/1251]  eta: 0:00:57  lr: 2.925e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.6251 (4.2476)  acc1: 40.6250 (35.8943)  acc5: 64.4531 (58.4570)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [65]  [1140/1251]  eta: 0:00:53  lr: 2.925e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.2715 (4.2456)  acc1: 38.2812 (35.9221)  acc5: 61.3281 (58.4821)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [65]  [1150/1251]  eta: 0:00:48  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.7372 (4.2438)  acc1: 42.1875 (35.9555)  acc5: 65.6250 (58.5204)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [65]  [1160/1251]  eta: 0:00:43  lr: 2.925e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.0772 (4.2440)  acc1: 39.8438 (35.9678)  acc5: 61.3281 (58.5305)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [65]  [1170/1251]  eta: 0:00:38  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5368 (4.2477)  acc1: 36.3281 (35.9382)  acc5: 58.9844 (58.4863)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [65]  [1180/1251]  eta: 0:00:33  lr: 2.925e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.7302 (4.2461)  acc1: 34.3750 (35.9481)  acc5: 54.2969 (58.5005)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [65]  [1190/1251]  eta: 0:00:29  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.6251 (4.2442)  acc1: 42.5781 (35.9680)  acc5: 67.1875 (58.5157)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [65]  [1200/1251]  eta: 0:00:24  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7635 (4.2451)  acc1: 39.0625 (35.9554)  acc5: 62.8906 (58.4949)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [65]  [1210/1251]  eta: 0:00:19  lr: 2.925e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.7231 (4.2490)  acc1: 32.4219 (35.8943)  acc5: 55.4688 (58.4154)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [65]  [1220/1251]  eta: 0:00:14  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.2552 (4.2471)  acc1: 38.2812 (35.9225)  acc5: 61.7188 (58.4485)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [65]  [1230/1251]  eta: 0:00:10  lr: 2.925e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.8809 (4.2462)  acc1: 41.0156 (35.9435)  acc5: 63.2812 (58.4824)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [65]  [1240/1251]  eta: 0:00:05  lr: 2.925e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.8926 (4.2455)  acc1: 40.2344 (35.9498)  acc5: 63.6719 (58.4842)  time: 0.4742  data: 0.0005  max mem: 42896
Epoch: [65]  [1250/1251]  eta: 0:00:00  lr: 2.925e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.0290 (4.2466)  acc1: 39.0625 (35.9466)  acc5: 61.7188 (58.4707)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [65] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:26  loss: 2.5833 (2.5833)  acc1: 73.4375 (73.4375)  acc5: 90.2344 (90.2344)  time: 2.9827  data: 2.7354  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 52.584 Acc@5 77.826 Loss: 3.165
Test: EMA  [ 0/49]  eta: 0:02:54  loss: nan (nan)  acc1: 9.3750 (9.3750)  acc5: 35.9375 (35.9375)  time: 3.5609  data: 3.3150  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 8.298 Acc@5 15.774 Loss: nan
Epoch: [66]  [   0/1251]  eta: 1:16:05  lr: 2.923e-02  img/s: 5.06e+02  pen: 4.4e-02  loss: 4.0789 (4.0789)  acc1: 38.2812 (38.2812)  acc5: 66.0156 (66.0156)  time: 3.6496  data: 3.1435  max mem: 42896
Epoch: [66]  [  10/1251]  eta: 0:15:45  lr: 2.923e-02  img/s: 5.43e+02  pen: 4.2e-02  loss: 4.0830 (4.0879)  acc1: 41.0156 (38.6719)  acc5: 64.8438 (60.7244)  time: 0.7620  data: 0.2861  max mem: 42896
Epoch: [66]  [  20/1251]  eta: 0:12:49  lr: 2.923e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.3033 (4.4072)  acc1: 29.2969 (33.4263)  acc5: 50.7812 (54.8921)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [66]  [  30/1251]  eta: 0:11:43  lr: 2.923e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.8480 (4.4490)  acc1: 27.7344 (33.5559)  acc5: 49.6094 (55.0781)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [66]  [  40/1251]  eta: 0:11:08  lr: 2.923e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4720 (4.4104)  acc1: 37.5000 (34.2797)  acc5: 59.7656 (55.7927)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [66]  [  50/1251]  eta: 0:10:44  lr: 2.923e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4720 (4.4105)  acc1: 34.3750 (34.3061)  acc5: 58.9844 (56.2500)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [66]  [  60/1251]  eta: 0:10:26  lr: 2.923e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.5711 (4.3853)  acc1: 34.3750 (34.4454)  acc5: 58.5938 (56.3332)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [66]  [  70/1251]  eta: 0:10:12  lr: 2.923e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4356 (4.3737)  acc1: 38.6719 (34.3640)  acc5: 58.5938 (56.2830)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [66]  [  80/1251]  eta: 0:10:01  lr: 2.923e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.6683 (4.3782)  acc1: 33.5938 (34.5583)  acc5: 56.2500 (56.5586)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [66]  [  90/1251]  eta: 0:09:51  lr: 2.923e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.4125 (4.3491)  acc1: 36.3281 (34.9030)  acc5: 61.7188 (57.0184)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [66]  [ 100/1251]  eta: 0:09:42  lr: 2.923e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.4125 (4.3375)  acc1: 34.3750 (34.8700)  acc5: 60.9375 (57.0506)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [66]  [ 110/1251]  eta: 0:09:34  lr: 2.923e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.2739 (4.3167)  acc1: 40.2344 (35.0788)  acc5: 62.1094 (57.2635)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [66]  [ 120/1251]  eta: 0:09:26  lr: 2.923e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.6506 (4.2968)  acc1: 40.6250 (35.1982)  acc5: 64.8438 (57.4122)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [66]  [ 130/1251]  eta: 0:09:19  lr: 2.923e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.2621 (4.3132)  acc1: 39.4531 (35.1115)  acc5: 61.7188 (57.3175)  time: 0.4760  data: 0.0005  max mem: 42896
Epoch: [66]  [ 140/1251]  eta: 0:09:12  lr: 2.923e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.4923 (4.3206)  acc1: 34.3750 (35.0593)  acc5: 59.3750 (57.2806)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [66]  [ 150/1251]  eta: 0:09:05  lr: 2.923e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.3036 (4.2962)  acc1: 38.6719 (35.3425)  acc5: 62.5000 (57.7064)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [66]  [ 160/1251]  eta: 0:08:59  lr: 2.923e-02  img/s: 5.08e+02  pen: 4.3e-02  loss: 4.2008 (4.2930)  acc1: 39.8438 (35.3940)  acc5: 62.8906 (57.8101)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [66]  [ 170/1251]  eta: 0:08:53  lr: 2.923e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 3.7539 (4.2711)  acc1: 40.2344 (35.6291)  acc5: 63.2812 (58.0067)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [66]  [ 180/1251]  eta: 0:08:47  lr: 2.923e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.5723 (4.2631)  acc1: 40.6250 (35.6785)  acc5: 63.6719 (58.1039)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [66]  [ 190/1251]  eta: 0:08:41  lr: 2.923e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3354 (4.2676)  acc1: 39.0625 (35.5121)  acc5: 62.1094 (57.9679)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [66]  [ 200/1251]  eta: 0:08:35  lr: 2.923e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 3.8867 (4.2438)  acc1: 41.0156 (35.6829)  acc5: 66.4062 (58.1817)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [66]  [ 210/1251]  eta: 0:08:30  lr: 2.923e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 3.8539 (4.2427)  acc1: 39.4531 (35.7116)  acc5: 66.4062 (58.2587)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [66]  [ 220/1251]  eta: 0:08:24  lr: 2.923e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.5283 (4.2587)  acc1: 35.9375 (35.4178)  acc5: 59.7656 (57.9062)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [66]  [ 230/1251]  eta: 0:08:19  lr: 2.923e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.0932 (4.2458)  acc1: 39.0625 (35.5908)  acc5: 62.8906 (58.1490)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [66]  [ 240/1251]  eta: 0:08:13  lr: 2.923e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0932 (4.2471)  acc1: 40.6250 (35.5939)  acc5: 63.2812 (58.1448)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [66]  [ 250/1251]  eta: 0:08:08  lr: 2.923e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.4205 (4.2497)  acc1: 35.5469 (35.5562)  acc5: 58.9844 (58.0942)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [66]  [ 260/1251]  eta: 0:08:02  lr: 2.923e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4983 (4.2527)  acc1: 34.7656 (35.4855)  acc5: 58.9844 (58.0370)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [66]  [ 270/1251]  eta: 0:07:57  lr: 2.923e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.4738 (4.2498)  acc1: 35.1562 (35.5613)  acc5: 59.3750 (58.1109)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [66]  [ 280/1251]  eta: 0:07:52  lr: 2.923e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 4.3478 (4.2474)  acc1: 35.1562 (35.5997)  acc5: 59.7656 (58.1725)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [66]  [ 290/1251]  eta: 0:07:47  lr: 2.923e-02  img/s: 5.41e+02  pen: 3.5e-02  loss: 4.3478 (4.2507)  acc1: 35.1562 (35.5173)  acc5: 60.9375 (58.0608)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [66]  [ 300/1251]  eta: 0:07:41  lr: 2.923e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.9322 (4.2383)  acc1: 39.0625 (35.6481)  acc5: 65.2344 (58.2732)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [66]  [ 310/1251]  eta: 0:07:36  lr: 2.923e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9322 (4.2344)  acc1: 40.6250 (35.7152)  acc5: 65.2344 (58.3589)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [66]  [ 320/1251]  eta: 0:07:31  lr: 2.923e-02  img/s: 5.09e+02  pen: 4.5e-02  loss: 4.0559 (4.2378)  acc1: 40.2344 (35.6929)  acc5: 64.0625 (58.2907)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [66]  [ 330/1251]  eta: 0:07:26  lr: 2.923e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4233 (4.2427)  acc1: 36.3281 (35.6897)  acc5: 61.7188 (58.2574)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [66]  [ 340/1251]  eta: 0:07:21  lr: 2.923e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.6110 (4.2508)  acc1: 35.5469 (35.5870)  acc5: 56.2500 (58.0989)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [66]  [ 350/1251]  eta: 0:07:16  lr: 2.923e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.1145 (4.2464)  acc1: 37.1094 (35.6571)  acc5: 60.5469 (58.1809)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [66]  [ 360/1251]  eta: 0:07:11  lr: 2.923e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.5254 (4.2591)  acc1: 35.1562 (35.5242)  acc5: 58.9844 (58.0376)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [66]  [ 370/1251]  eta: 0:07:06  lr: 2.923e-02  img/s: 5.42e+02  pen: 3.5e-02  loss: 4.6326 (4.2601)  acc1: 32.8125 (35.5069)  acc5: 57.4219 (58.0294)  time: 0.4749  data: 0.0002  max mem: 42896
Epoch: [66]  [ 380/1251]  eta: 0:07:01  lr: 2.923e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.5749 (4.2700)  acc1: 32.8125 (35.3664)  acc5: 51.1719 (57.8791)  time: 0.4737  data: 0.0002  max mem: 42896
Epoch: [66]  [ 390/1251]  eta: 0:06:56  lr: 2.923e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3398 (4.2611)  acc1: 35.5469 (35.4959)  acc5: 59.3750 (58.0123)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [66]  [ 400/1251]  eta: 0:06:51  lr: 2.923e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.8404 (4.2556)  acc1: 42.5781 (35.5654)  acc5: 66.4062 (58.1106)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [66]  [ 410/1251]  eta: 0:06:45  lr: 2.923e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.3526 (4.2588)  acc1: 38.2812 (35.5573)  acc5: 61.7188 (58.1157)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [66]  [ 420/1251]  eta: 0:06:41  lr: 2.923e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2823 (4.2514)  acc1: 37.1094 (35.6452)  acc5: 61.7188 (58.2616)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [66]  [ 430/1251]  eta: 0:06:36  lr: 2.923e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.7801 (4.2505)  acc1: 41.0156 (35.6076)  acc5: 64.0625 (58.2086)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [66]  [ 440/1251]  eta: 0:06:31  lr: 2.923e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 3.7801 (4.2460)  acc1: 40.2344 (35.6789)  acc5: 63.6719 (58.3130)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [66]  [ 450/1251]  eta: 0:06:26  lr: 2.923e-02  img/s: 5.46e+02  pen: 4.5e-02  loss: 4.4842 (4.2549)  acc1: 38.2812 (35.5936)  acc5: 62.1094 (58.2101)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [66]  [ 460/1251]  eta: 0:06:21  lr: 2.923e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.8984 (4.2660)  acc1: 28.5156 (35.4088)  acc5: 52.3438 (57.9828)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [66]  [ 470/1251]  eta: 0:06:16  lr: 2.923e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.9087 (4.2756)  acc1: 26.5625 (35.2782)  acc5: 47.6562 (57.8166)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [66]  [ 480/1251]  eta: 0:06:11  lr: 2.923e-02  img/s: 5.08e+02  pen: 4.9e-02  loss: 4.4997 (4.2732)  acc1: 33.5938 (35.2699)  acc5: 54.2969 (57.8442)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [66]  [ 490/1251]  eta: 0:06:06  lr: 2.923e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 3.8784 (4.2738)  acc1: 38.2812 (35.2899)  acc5: 60.9375 (57.8666)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [66]  [ 500/1251]  eta: 0:06:01  lr: 2.923e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 3.7631 (4.2636)  acc1: 39.4531 (35.4042)  acc5: 63.2812 (58.0152)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [66]  [ 510/1251]  eta: 0:05:56  lr: 2.923e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 3.6344 (4.2606)  acc1: 39.4531 (35.4490)  acc5: 63.2812 (58.0479)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [66]  [ 520/1251]  eta: 0:05:51  lr: 2.923e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.7864 (4.2604)  acc1: 37.8906 (35.4487)  acc5: 60.5469 (58.0389)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [66]  [ 530/1251]  eta: 0:05:46  lr: 2.923e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.1239 (4.2609)  acc1: 34.3750 (35.4189)  acc5: 60.5469 (58.0104)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [66]  [ 540/1251]  eta: 0:05:41  lr: 2.923e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.1239 (4.2587)  acc1: 40.2344 (35.4819)  acc5: 64.0625 (58.0862)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [66]  [ 550/1251]  eta: 0:05:37  lr: 2.923e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 3.8202 (4.2564)  acc1: 40.2344 (35.4937)  acc5: 64.4531 (58.0961)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [66]  [ 560/1251]  eta: 0:05:32  lr: 2.923e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.7936 (4.2610)  acc1: 30.8594 (35.4292)  acc5: 53.1250 (58.0165)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [66]  [ 570/1251]  eta: 0:05:27  lr: 2.923e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.2443 (4.2530)  acc1: 33.2031 (35.5106)  acc5: 57.4219 (58.1306)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [66]  [ 580/1251]  eta: 0:05:22  lr: 2.923e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.8055 (4.2522)  acc1: 41.4062 (35.5220)  acc5: 64.4531 (58.1648)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [66]  [ 590/1251]  eta: 0:05:17  lr: 2.923e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.0341 (4.2511)  acc1: 40.2344 (35.5707)  acc5: 60.5469 (58.2183)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [66]  [ 600/1251]  eta: 0:05:12  lr: 2.923e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.6760 (4.2470)  acc1: 39.8438 (35.6236)  acc5: 60.5469 (58.2668)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [66]  [ 610/1251]  eta: 0:05:07  lr: 2.923e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 3.8459 (4.2488)  acc1: 39.0625 (35.6051)  acc5: 59.7656 (58.2460)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [66]  [ 620/1251]  eta: 0:05:02  lr: 2.923e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.1849 (4.2482)  acc1: 38.6719 (35.6318)  acc5: 56.6406 (58.2610)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [66]  [ 630/1251]  eta: 0:04:58  lr: 2.923e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.6830 (4.2546)  acc1: 31.6406 (35.5593)  acc5: 54.6875 (58.1716)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [66]  [ 640/1251]  eta: 0:04:53  lr: 2.923e-02  img/s: 5.12e+02  pen: 3.5e-02  loss: 4.6551 (4.2534)  acc1: 32.8125 (35.6035)  acc5: 57.4219 (58.2050)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [66]  [ 650/1251]  eta: 0:04:48  lr: 2.923e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.6551 (4.2584)  acc1: 34.3750 (35.5457)  acc5: 59.7656 (58.1113)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [66]  [ 660/1251]  eta: 0:04:43  lr: 2.923e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.6333 (4.2540)  acc1: 37.8906 (35.5971)  acc5: 58.9844 (58.1813)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [66]  [ 670/1251]  eta: 0:04:38  lr: 2.923e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.6937 (4.2506)  acc1: 40.2344 (35.6336)  acc5: 65.2344 (58.2386)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [66]  [ 680/1251]  eta: 0:04:33  lr: 2.923e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 3.8663 (4.2482)  acc1: 39.0625 (35.6673)  acc5: 64.0625 (58.2909)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [66]  [ 690/1251]  eta: 0:04:29  lr: 2.923e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.7781 (4.2422)  acc1: 40.6250 (35.7526)  acc5: 65.6250 (58.3976)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [66]  [ 700/1251]  eta: 0:04:24  lr: 2.923e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.0407 (4.2437)  acc1: 40.6250 (35.7408)  acc5: 66.0156 (58.4009)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [66]  [ 710/1251]  eta: 0:04:19  lr: 2.923e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.0553 (4.2408)  acc1: 41.0156 (35.7716)  acc5: 66.4062 (58.4256)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [66]  [ 720/1251]  eta: 0:04:14  lr: 2.923e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.1509 (4.2443)  acc1: 39.8438 (35.7609)  acc5: 62.5000 (58.4068)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [66]  [ 730/1251]  eta: 0:04:09  lr: 2.923e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.5673 (4.2458)  acc1: 39.0625 (35.7451)  acc5: 59.7656 (58.3517)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [66]  [ 740/1251]  eta: 0:04:04  lr: 2.923e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.4887 (4.2468)  acc1: 38.2812 (35.7504)  acc5: 60.9375 (58.3460)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [66]  [ 750/1251]  eta: 0:04:00  lr: 2.923e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.1389 (4.2418)  acc1: 42.1875 (35.8434)  acc5: 64.8438 (58.4445)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [66]  [ 760/1251]  eta: 0:03:55  lr: 2.923e-02  img/s: 5.38e+02  pen: 4.8e-02  loss: 4.1389 (4.2462)  acc1: 40.6250 (35.7825)  acc5: 66.0156 (58.3823)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [66]  [ 770/1251]  eta: 0:03:50  lr: 2.923e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4643 (4.2464)  acc1: 32.8125 (35.7764)  acc5: 50.7812 (58.3739)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [66]  [ 780/1251]  eta: 0:03:45  lr: 2.923e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.2212 (4.2482)  acc1: 38.2812 (35.7504)  acc5: 62.5000 (58.3502)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [66]  [ 790/1251]  eta: 0:03:40  lr: 2.923e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.5543 (4.2517)  acc1: 34.3750 (35.7074)  acc5: 59.7656 (58.2960)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [66]  [ 800/1251]  eta: 0:03:36  lr: 2.923e-02  img/s: 5.11e+02  pen: 4.5e-02  loss: 4.3995 (4.2499)  acc1: 38.6719 (35.7302)  acc5: 60.5469 (58.3343)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [66]  [ 810/1251]  eta: 0:03:31  lr: 2.923e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.7630 (4.2478)  acc1: 41.0156 (35.7564)  acc5: 63.6719 (58.3780)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [66]  [ 820/1251]  eta: 0:03:26  lr: 2.923e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2228 (4.2515)  acc1: 38.2812 (35.7201)  acc5: 62.1094 (58.3316)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [66]  [ 830/1251]  eta: 0:03:21  lr: 2.923e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.2228 (4.2490)  acc1: 38.2812 (35.7410)  acc5: 61.3281 (58.3559)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [66]  [ 840/1251]  eta: 0:03:16  lr: 2.923e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.9030 (4.2488)  acc1: 39.4531 (35.7187)  acc5: 63.2812 (58.3225)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [66]  [ 850/1251]  eta: 0:03:11  lr: 2.923e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.5361 (4.2505)  acc1: 33.2031 (35.7153)  acc5: 52.3438 (58.3069)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [66]  [ 860/1251]  eta: 0:03:07  lr: 2.923e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.5361 (4.2516)  acc1: 30.4688 (35.6771)  acc5: 51.9531 (58.2653)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [66]  [ 870/1251]  eta: 0:03:02  lr: 2.923e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.1435 (4.2480)  acc1: 40.2344 (35.7361)  acc5: 64.8438 (58.3354)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [66]  [ 880/1251]  eta: 0:02:57  lr: 2.923e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 3.6093 (4.2444)  acc1: 42.9688 (35.7867)  acc5: 67.1875 (58.3933)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [66]  [ 890/1251]  eta: 0:02:52  lr: 2.923e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.5607 (4.2497)  acc1: 34.3750 (35.7082)  acc5: 57.8125 (58.3075)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [66]  [ 900/1251]  eta: 0:02:47  lr: 2.923e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.6164 (4.2484)  acc1: 28.5156 (35.7151)  acc5: 57.8125 (58.3354)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [66]  [ 910/1251]  eta: 0:02:43  lr: 2.923e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.9769 (4.2450)  acc1: 40.2344 (35.7587)  acc5: 64.8438 (58.3922)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [66]  [ 920/1251]  eta: 0:02:38  lr: 2.923e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 3.9406 (4.2425)  acc1: 41.7969 (35.8260)  acc5: 66.0156 (58.4699)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [66]  [ 930/1251]  eta: 0:02:33  lr: 2.923e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 4.3125 (4.2462)  acc1: 37.1094 (35.7961)  acc5: 62.1094 (58.4322)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [66]  [ 940/1251]  eta: 0:02:28  lr: 2.923e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.5626 (4.2434)  acc1: 33.5938 (35.8159)  acc5: 55.0781 (58.4593)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [66]  [ 950/1251]  eta: 0:02:23  lr: 2.923e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.7727 (4.2421)  acc1: 41.0156 (35.8307)  acc5: 67.1875 (58.4882)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [66]  [ 960/1251]  eta: 0:02:19  lr: 2.923e-02  img/s: 5.09e+02  pen: 4.5e-02  loss: 4.0105 (4.2414)  acc1: 41.0156 (35.8505)  acc5: 63.2812 (58.4938)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [66]  [ 970/1251]  eta: 0:02:14  lr: 2.923e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.0138 (4.2404)  acc1: 39.0625 (35.8647)  acc5: 62.1094 (58.5073)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [66]  [ 980/1251]  eta: 0:02:09  lr: 2.923e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.6225 (4.2359)  acc1: 42.1875 (35.9156)  acc5: 65.2344 (58.5563)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [66]  [ 990/1251]  eta: 0:02:04  lr: 2.923e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.4807 (4.2346)  acc1: 42.1875 (35.9399)  acc5: 64.0625 (58.5654)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [66]  [1000/1251]  eta: 0:02:00  lr: 2.923e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.6759 (4.2304)  acc1: 39.8438 (35.9855)  acc5: 65.2344 (58.6281)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [66]  [1010/1251]  eta: 0:01:55  lr: 2.923e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9050 (4.2324)  acc1: 37.8906 (35.9557)  acc5: 63.2812 (58.5984)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [66]  [1020/1251]  eta: 0:01:50  lr: 2.923e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.5320 (4.2340)  acc1: 34.3750 (35.9643)  acc5: 58.9844 (58.6094)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [66]  [1030/1251]  eta: 0:01:45  lr: 2.923e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 4.3791 (4.2319)  acc1: 37.1094 (35.9712)  acc5: 61.7188 (58.6169)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [66]  [1040/1251]  eta: 0:01:40  lr: 2.923e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.3791 (4.2326)  acc1: 37.5000 (35.9484)  acc5: 61.7188 (58.6020)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [66]  [1050/1251]  eta: 0:01:36  lr: 2.923e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3824 (4.2311)  acc1: 37.5000 (35.9873)  acc5: 62.5000 (58.6253)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [66]  [1060/1251]  eta: 0:01:31  lr: 2.923e-02  img/s: 5.36e+02  pen: 4.3e-02  loss: 3.6839 (4.2283)  acc1: 42.9688 (36.0115)  acc5: 66.4062 (58.6545)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [66]  [1070/1251]  eta: 0:01:26  lr: 2.923e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.7734 (4.2278)  acc1: 42.1875 (36.0440)  acc5: 65.6250 (58.6751)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [66]  [1080/1251]  eta: 0:01:21  lr: 2.923e-02  img/s: 5.39e+02  pen: 5.1e-02  loss: 4.3413 (4.2287)  acc1: 39.4531 (36.0358)  acc5: 61.3281 (58.6628)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [66]  [1090/1251]  eta: 0:01:16  lr: 2.923e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.8135 (4.2251)  acc1: 39.4531 (36.0725)  acc5: 64.0625 (58.7040)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [66]  [1100/1251]  eta: 0:01:12  lr: 2.923e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.1138 (4.2262)  acc1: 39.4531 (36.0762)  acc5: 64.0625 (58.7094)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [66]  [1110/1251]  eta: 0:01:07  lr: 2.923e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1349 (4.2238)  acc1: 39.4531 (36.1031)  acc5: 62.1094 (58.7407)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [66]  [1120/1251]  eta: 0:01:02  lr: 2.923e-02  img/s: 4.86e+02  pen: 3.8e-02  loss: 3.6362 (4.2203)  acc1: 41.7969 (36.1626)  acc5: 66.4062 (58.8021)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [66]  [1130/1251]  eta: 0:00:57  lr: 2.923e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 3.7943 (4.2220)  acc1: 40.6250 (36.1468)  acc5: 63.2812 (58.7723)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [66]  [1140/1251]  eta: 0:00:53  lr: 2.923e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.5807 (4.2223)  acc1: 36.3281 (36.1600)  acc5: 58.5938 (58.7920)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [66]  [1150/1251]  eta: 0:00:48  lr: 2.923e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.5807 (4.2222)  acc1: 35.5469 (36.1561)  acc5: 58.2031 (58.7774)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [66]  [1160/1251]  eta: 0:00:43  lr: 2.923e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.0345 (4.2199)  acc1: 43.3594 (36.1824)  acc5: 64.0625 (58.8128)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [66]  [1170/1251]  eta: 0:00:38  lr: 2.923e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.7031 (4.2191)  acc1: 40.6250 (36.1980)  acc5: 65.2344 (58.8263)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [66]  [1180/1251]  eta: 0:00:33  lr: 2.923e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.3649 (4.2210)  acc1: 36.7188 (36.1760)  acc5: 62.8906 (58.8021)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [66]  [1190/1251]  eta: 0:00:29  lr: 2.923e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4923 (4.2206)  acc1: 35.9375 (36.1832)  acc5: 60.9375 (58.8187)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [66]  [1200/1251]  eta: 0:00:24  lr: 2.923e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.0270 (4.2205)  acc1: 37.8906 (36.1762)  acc5: 63.6719 (58.8175)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [66]  [1210/1251]  eta: 0:00:19  lr: 2.923e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 4.1425 (4.2202)  acc1: 37.8906 (36.1707)  acc5: 64.4531 (58.8099)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [66]  [1220/1251]  eta: 0:00:14  lr: 2.923e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.1425 (4.2192)  acc1: 37.5000 (36.1816)  acc5: 58.9844 (58.8209)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [66]  [1230/1251]  eta: 0:00:10  lr: 2.923e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.5118 (4.2151)  acc1: 41.0156 (36.2383)  acc5: 65.6250 (58.8727)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [66]  [1240/1251]  eta: 0:00:05  lr: 2.923e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.7078 (4.2177)  acc1: 40.2344 (36.2016)  acc5: 63.6719 (58.8408)  time: 0.4745  data: 0.0009  max mem: 42896
Epoch: [66]  [1250/1251]  eta: 0:00:00  lr: 2.923e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.7414 (4.2195)  acc1: 32.8125 (36.1861)  acc5: 53.1250 (58.8139)  time: 0.4754  data: 0.0008  max mem: 42896
Epoch: [66] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:17  loss: 2.5688 (2.5688)  acc1: 71.0938 (71.0938)  acc5: 88.6719 (88.6719)  time: 2.8041  data: 2.5578  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 54.062 Acc@5 78.666 Loss: 3.135
Test: EMA  [ 0/49]  eta: 0:02:13  loss: nan (nan)  acc1: 13.2812 (13.2812)  acc5: 35.9375 (35.9375)  time: 2.7203  data: 2.4668  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 9.866 Acc@5 18.404 Loss: nan
Epoch: [67]  [   0/1251]  eta: 1:17:46  lr: 2.920e-02  img/s: 5.13e+02  pen: 4.4e-02  loss: 3.4185 (3.4185)  acc1: 40.6250 (40.6250)  acc5: 66.4062 (66.4062)  time: 3.7301  data: 3.2312  max mem: 42896
Epoch: [67]  [  10/1251]  eta: 0:15:55  lr: 2.920e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.1730 (4.1729)  acc1: 40.6250 (36.8608)  acc5: 65.6250 (59.9432)  time: 0.7699  data: 0.2940  max mem: 42896
Epoch: [67]  [  20/1251]  eta: 0:12:53  lr: 2.920e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.0588 (4.0893)  acc1: 39.8438 (38.4115)  acc5: 64.8438 (61.5327)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [67]  [  30/1251]  eta: 0:11:46  lr: 2.920e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.0588 (4.0902)  acc1: 41.0156 (39.1507)  acc5: 64.4531 (62.5126)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [67]  [  40/1251]  eta: 0:11:11  lr: 2.920e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.5502 (4.1821)  acc1: 38.6719 (38.1860)  acc5: 62.1094 (61.1662)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [67]  [  50/1251]  eta: 0:10:46  lr: 2.920e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.7211 (4.2483)  acc1: 32.0312 (37.3162)  acc5: 53.5156 (59.9035)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [67]  [  60/1251]  eta: 0:10:28  lr: 2.920e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.4234 (4.2397)  acc1: 37.8906 (37.2759)  acc5: 58.5938 (59.8105)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [67]  [  70/1251]  eta: 0:10:14  lr: 2.920e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.9026 (4.2217)  acc1: 39.8438 (37.2304)  acc5: 60.9375 (59.7546)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [67]  [  80/1251]  eta: 0:10:02  lr: 2.920e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.7168 (4.2745)  acc1: 29.2969 (36.1400)  acc5: 51.9531 (58.4008)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [67]  [  90/1251]  eta: 0:09:52  lr: 2.920e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.7420 (4.2547)  acc1: 30.4688 (36.4226)  acc5: 53.1250 (58.7655)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [67]  [ 100/1251]  eta: 0:09:43  lr: 2.920e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.2185 (4.2524)  acc1: 40.6250 (36.4867)  acc5: 63.6719 (58.8413)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [67]  [ 110/1251]  eta: 0:09:35  lr: 2.920e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.2720 (4.2360)  acc1: 38.6719 (36.7539)  acc5: 62.5000 (59.2026)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [67]  [ 120/1251]  eta: 0:09:27  lr: 2.920e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4624 (4.2575)  acc1: 37.5000 (36.5186)  acc5: 61.3281 (58.8682)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [67]  [ 130/1251]  eta: 0:09:20  lr: 2.920e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.4624 (4.2377)  acc1: 34.3750 (36.6740)  acc5: 57.8125 (59.0500)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [67]  [ 140/1251]  eta: 0:09:13  lr: 2.920e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.5718 (4.2362)  acc1: 37.5000 (36.5691)  acc5: 62.5000 (58.9428)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [67]  [ 150/1251]  eta: 0:09:06  lr: 2.920e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.6611 (4.2585)  acc1: 30.8594 (36.2816)  acc5: 56.2500 (58.5938)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [67]  [ 160/1251]  eta: 0:08:59  lr: 2.920e-02  img/s: 5.10e+02  pen: 4.2e-02  loss: 3.9527 (4.2250)  acc1: 40.6250 (36.6532)  acc5: 63.2812 (59.0693)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [67]  [ 170/1251]  eta: 0:08:53  lr: 2.920e-02  img/s: 5.35e+02  pen: 4.5e-02  loss: 3.9527 (4.2413)  acc1: 40.6250 (36.3829)  acc5: 63.2812 (58.7262)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [67]  [ 180/1251]  eta: 0:08:47  lr: 2.920e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.3537 (4.2383)  acc1: 35.1562 (36.4209)  acc5: 58.9844 (58.7750)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [67]  [ 190/1251]  eta: 0:08:41  lr: 2.920e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.3412 (4.2394)  acc1: 37.5000 (36.3711)  acc5: 61.7188 (58.7205)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [67]  [ 200/1251]  eta: 0:08:36  lr: 2.920e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3412 (4.2310)  acc1: 37.8906 (36.4991)  acc5: 61.7188 (58.8619)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [67]  [ 210/1251]  eta: 0:08:30  lr: 2.920e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4783 (4.2490)  acc1: 34.3750 (36.2504)  acc5: 55.8594 (58.5771)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [67]  [ 220/1251]  eta: 0:08:24  lr: 2.920e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.8637 (4.2522)  acc1: 28.5156 (36.0948)  acc5: 48.4375 (58.4311)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [67]  [ 230/1251]  eta: 0:08:19  lr: 2.920e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.4347 (4.2518)  acc1: 34.7656 (36.1151)  acc5: 58.2031 (58.4348)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [67]  [ 240/1251]  eta: 0:08:13  lr: 2.920e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.5926 (4.2344)  acc1: 39.8438 (36.2536)  acc5: 62.1094 (58.6262)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [67]  [ 250/1251]  eta: 0:08:08  lr: 2.920e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.7276 (4.2378)  acc1: 38.6719 (36.1741)  acc5: 65.2344 (58.5953)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [67]  [ 260/1251]  eta: 0:08:03  lr: 2.920e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.1191 (4.2310)  acc1: 38.6719 (36.3296)  acc5: 62.5000 (58.7853)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [67]  [ 270/1251]  eta: 0:07:57  lr: 2.920e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.0532 (4.2259)  acc1: 40.6250 (36.4261)  acc5: 62.8906 (58.8734)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [67]  [ 280/1251]  eta: 0:07:52  lr: 2.920e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.4171 (4.2264)  acc1: 39.0625 (36.4143)  acc5: 59.3750 (58.8565)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [67]  [ 290/1251]  eta: 0:07:47  lr: 2.920e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.6486 (4.2364)  acc1: 34.3750 (36.3187)  acc5: 57.4219 (58.7454)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [67]  [ 300/1251]  eta: 0:07:41  lr: 2.920e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.6229 (4.2417)  acc1: 36.3281 (36.1983)  acc5: 58.9844 (58.6366)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [67]  [ 310/1251]  eta: 0:07:36  lr: 2.920e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.7298 (4.2261)  acc1: 42.1875 (36.3671)  acc5: 62.8906 (58.8161)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [67]  [ 320/1251]  eta: 0:07:31  lr: 2.920e-02  img/s: 5.11e+02  pen: 4.7e-02  loss: 3.4661 (4.2247)  acc1: 42.1875 (36.3634)  acc5: 64.0625 (58.7592)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [67]  [ 330/1251]  eta: 0:07:26  lr: 2.920e-02  img/s: 5.38e+02  pen: 4.8e-02  loss: 4.6660 (4.2374)  acc1: 32.8125 (36.2573)  acc5: 57.4219 (58.6197)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [67]  [ 340/1251]  eta: 0:07:21  lr: 2.920e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.7706 (4.2408)  acc1: 31.2500 (36.1425)  acc5: 51.5625 (58.4964)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [67]  [ 350/1251]  eta: 0:07:16  lr: 2.920e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.7437 (4.2329)  acc1: 39.8438 (36.2346)  acc5: 63.2812 (58.5848)  time: 0.4739  data: 0.0005  max mem: 42896
Epoch: [67]  [ 360/1251]  eta: 0:07:11  lr: 2.920e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.6030 (4.2448)  acc1: 34.7656 (36.0955)  acc5: 57.0312 (58.4206)  time: 0.4759  data: 0.0006  max mem: 42896
Epoch: [67]  [ 370/1251]  eta: 0:07:06  lr: 2.920e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.4367 (4.2353)  acc1: 35.9375 (36.1807)  acc5: 58.5938 (58.5590)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [67]  [ 380/1251]  eta: 0:07:01  lr: 2.920e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.2308 (4.2460)  acc1: 35.9375 (35.9683)  acc5: 61.3281 (58.3221)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [67]  [ 390/1251]  eta: 0:06:56  lr: 2.920e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.6372 (4.2413)  acc1: 35.5469 (36.0444)  acc5: 56.6406 (58.4349)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [67]  [ 400/1251]  eta: 0:06:51  lr: 2.920e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4948 (4.2500)  acc1: 36.7188 (35.9268)  acc5: 58.9844 (58.3278)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [67]  [ 410/1251]  eta: 0:06:45  lr: 2.920e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.8284 (4.2583)  acc1: 28.9062 (35.8073)  acc5: 48.4375 (58.1898)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [67]  [ 420/1251]  eta: 0:06:41  lr: 2.920e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.3038 (4.2502)  acc1: 35.9375 (35.8957)  acc5: 60.1562 (58.2625)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [67]  [ 430/1251]  eta: 0:06:36  lr: 2.920e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 3.3664 (4.2392)  acc1: 40.6250 (35.9302)  acc5: 66.4062 (58.3191)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [67]  [ 440/1251]  eta: 0:06:31  lr: 2.920e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.9627 (4.2418)  acc1: 38.6719 (35.9446)  acc5: 62.5000 (58.3519)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [67]  [ 450/1251]  eta: 0:06:26  lr: 2.920e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.1030 (4.2341)  acc1: 37.8906 (35.9990)  acc5: 62.1094 (58.4249)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [67]  [ 460/1251]  eta: 0:06:21  lr: 2.920e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 3.7790 (4.2341)  acc1: 38.6719 (36.0095)  acc5: 63.6719 (58.4361)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [67]  [ 470/1251]  eta: 0:06:16  lr: 2.920e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.3103 (4.2349)  acc1: 37.5000 (36.0080)  acc5: 61.7188 (58.4660)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [67]  [ 480/1251]  eta: 0:06:11  lr: 2.920e-02  img/s: 4.98e+02  pen: 4.5e-02  loss: 4.2317 (4.2266)  acc1: 38.6719 (36.1243)  acc5: 64.4531 (58.5962)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [67]  [ 490/1251]  eta: 0:06:06  lr: 2.920e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9856 (4.2275)  acc1: 39.4531 (36.0775)  acc5: 66.0156 (58.5619)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [67]  [ 500/1251]  eta: 0:06:01  lr: 2.920e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.4198 (4.2285)  acc1: 35.5469 (36.0482)  acc5: 59.3750 (58.5438)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [67]  [ 510/1251]  eta: 0:05:56  lr: 2.920e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0823 (4.2253)  acc1: 35.5469 (36.0583)  acc5: 59.3750 (58.5578)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [67]  [ 520/1251]  eta: 0:05:51  lr: 2.920e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.6610 (4.2191)  acc1: 41.0156 (36.1347)  acc5: 66.4062 (58.6590)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [67]  [ 530/1251]  eta: 0:05:46  lr: 2.920e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4485 (4.2282)  acc1: 35.9375 (36.0044)  acc5: 60.9375 (58.5290)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [67]  [ 540/1251]  eta: 0:05:41  lr: 2.920e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.4485 (4.2267)  acc1: 35.1562 (36.0523)  acc5: 59.3750 (58.5822)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [67]  [ 550/1251]  eta: 0:05:37  lr: 2.920e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.2480 (4.2261)  acc1: 42.1875 (36.1041)  acc5: 63.6719 (58.6483)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [67]  [ 560/1251]  eta: 0:05:32  lr: 2.920e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.9959 (4.2224)  acc1: 41.0156 (36.1227)  acc5: 65.6250 (58.6599)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [67]  [ 570/1251]  eta: 0:05:27  lr: 2.920e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.9959 (4.2229)  acc1: 39.4531 (36.0839)  acc5: 63.6719 (58.6013)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [67]  [ 580/1251]  eta: 0:05:22  lr: 2.920e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.6179 (4.2225)  acc1: 35.5469 (36.0982)  acc5: 59.3750 (58.6354)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [67]  [ 590/1251]  eta: 0:05:17  lr: 2.920e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.6336 (4.2226)  acc1: 33.9844 (36.1331)  acc5: 58.9844 (58.6532)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [67]  [ 600/1251]  eta: 0:05:12  lr: 2.920e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.6720 (4.2246)  acc1: 35.5469 (36.1435)  acc5: 56.6406 (58.6607)  time: 0.4734  data: 0.0004  max mem: 42896
Epoch: [67]  [ 610/1251]  eta: 0:05:07  lr: 2.920e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.1512 (4.2226)  acc1: 37.5000 (36.1817)  acc5: 62.1094 (58.7050)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [67]  [ 620/1251]  eta: 0:05:02  lr: 2.920e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.4385 (4.2268)  acc1: 37.5000 (36.0922)  acc5: 62.1094 (58.6239)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [67]  [ 630/1251]  eta: 0:04:58  lr: 2.920e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.4879 (4.2252)  acc1: 30.8594 (36.0910)  acc5: 55.8594 (58.6235)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [67]  [ 640/1251]  eta: 0:04:53  lr: 2.920e-02  img/s: 5.08e+02  pen: 4.5e-02  loss: 3.5291 (4.2178)  acc1: 42.9688 (36.1575)  acc5: 65.2344 (58.7150)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [67]  [ 650/1251]  eta: 0:04:48  lr: 2.920e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.0923 (4.2175)  acc1: 40.2344 (36.1781)  acc5: 65.2344 (58.7348)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [67]  [ 660/1251]  eta: 0:04:43  lr: 2.920e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.2078 (4.2188)  acc1: 39.0625 (36.1408)  acc5: 61.7188 (58.6830)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [67]  [ 670/1251]  eta: 0:04:38  lr: 2.920e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.5788 (4.2236)  acc1: 33.9844 (36.0958)  acc5: 58.2031 (58.6275)  time: 0.4734  data: 0.0004  max mem: 42896
Epoch: [67]  [ 680/1251]  eta: 0:04:33  lr: 2.920e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 4.7705 (4.2273)  acc1: 31.6406 (36.0539)  acc5: 55.4688 (58.5720)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [67]  [ 690/1251]  eta: 0:04:29  lr: 2.920e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.7270 (4.2341)  acc1: 31.6406 (35.9533)  acc5: 52.7344 (58.4360)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [67]  [ 700/1251]  eta: 0:04:24  lr: 2.920e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.5807 (4.2333)  acc1: 33.9844 (35.9503)  acc5: 52.7344 (58.4344)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [67]  [ 710/1251]  eta: 0:04:19  lr: 2.920e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3146 (4.2355)  acc1: 37.8906 (35.9232)  acc5: 62.8906 (58.4009)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [67]  [ 720/1251]  eta: 0:04:14  lr: 2.920e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.0142 (4.2301)  acc1: 41.4062 (36.0025)  acc5: 64.4531 (58.4914)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [67]  [ 730/1251]  eta: 0:04:09  lr: 2.920e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.7623 (4.2265)  acc1: 41.4062 (36.0663)  acc5: 65.6250 (58.5574)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [67]  [ 740/1251]  eta: 0:04:04  lr: 2.920e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.3711 (4.2286)  acc1: 38.6719 (36.0545)  acc5: 60.9375 (58.5453)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [67]  [ 750/1251]  eta: 0:04:00  lr: 2.920e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.4311 (4.2275)  acc1: 36.7188 (36.0863)  acc5: 59.3750 (58.5938)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [67]  [ 760/1251]  eta: 0:03:55  lr: 2.920e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.3649 (4.2298)  acc1: 37.1094 (36.0448)  acc5: 60.9375 (58.5409)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [67]  [ 770/1251]  eta: 0:03:50  lr: 2.920e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.0554 (4.2292)  acc1: 39.4531 (36.0419)  acc5: 63.6719 (58.5446)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [67]  [ 780/1251]  eta: 0:03:45  lr: 2.920e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.6188 (4.2341)  acc1: 34.7656 (36.0010)  acc5: 56.6406 (58.4977)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [67]  [ 790/1251]  eta: 0:03:40  lr: 2.920e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.6743 (4.2312)  acc1: 34.7656 (36.0106)  acc5: 56.6406 (58.5375)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [67]  [ 800/1251]  eta: 0:03:36  lr: 2.920e-02  img/s: 4.97e+02  pen: 4.4e-02  loss: 3.7691 (4.2299)  acc1: 38.6719 (36.0267)  acc5: 66.0156 (58.5547)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [67]  [ 810/1251]  eta: 0:03:31  lr: 2.920e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.4397 (4.2340)  acc1: 30.4688 (35.9438)  acc5: 56.6406 (58.4733)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [67]  [ 820/1251]  eta: 0:03:26  lr: 2.920e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.7945 (4.2349)  acc1: 28.9062 (35.9170)  acc5: 51.5625 (58.4306)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [67]  [ 830/1251]  eta: 0:03:21  lr: 2.920e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.5883 (4.2347)  acc1: 33.5938 (35.9187)  acc5: 56.2500 (58.4429)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [67]  [ 840/1251]  eta: 0:03:16  lr: 2.920e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.8197 (4.2336)  acc1: 36.7188 (35.9175)  acc5: 58.2031 (58.4344)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [67]  [ 850/1251]  eta: 0:03:12  lr: 2.920e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 3.5567 (4.2323)  acc1: 36.7188 (35.9205)  acc5: 58.2031 (58.4313)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [67]  [ 860/1251]  eta: 0:03:07  lr: 2.920e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.5700 (4.2343)  acc1: 33.9844 (35.9053)  acc5: 53.9062 (58.4064)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [67]  [ 870/1251]  eta: 0:03:02  lr: 2.920e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0681 (4.2305)  acc1: 41.0156 (35.9640)  acc5: 63.2812 (58.4664)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [67]  [ 880/1251]  eta: 0:02:57  lr: 2.920e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.0681 (4.2312)  acc1: 41.4062 (35.9415)  acc5: 63.6719 (58.4377)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [67]  [ 890/1251]  eta: 0:02:52  lr: 2.920e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 4.2681 (4.2300)  acc1: 36.7188 (35.9471)  acc5: 61.7188 (58.4535)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [67]  [ 900/1251]  eta: 0:02:48  lr: 2.920e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.1153 (4.2296)  acc1: 35.9375 (35.9414)  acc5: 61.7188 (58.4442)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [67]  [ 910/1251]  eta: 0:02:43  lr: 2.920e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 3.9542 (4.2271)  acc1: 37.8906 (35.9945)  acc5: 62.1094 (58.4956)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [67]  [ 920/1251]  eta: 0:02:38  lr: 2.920e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 3.5419 (4.2234)  acc1: 42.9688 (36.0469)  acc5: 66.0156 (58.5611)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [67]  [ 930/1251]  eta: 0:02:33  lr: 2.920e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.6020 (4.2202)  acc1: 43.3594 (36.0869)  acc5: 66.0156 (58.6009)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [67]  [ 940/1251]  eta: 0:02:28  lr: 2.920e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.9501 (4.2217)  acc1: 38.2812 (36.0724)  acc5: 63.2812 (58.6041)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [67]  [ 950/1251]  eta: 0:02:24  lr: 2.920e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.1789 (4.2195)  acc1: 38.2812 (36.1170)  acc5: 63.6719 (58.6808)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [67]  [ 960/1251]  eta: 0:02:19  lr: 2.920e-02  img/s: 5.10e+02  pen: 4.4e-02  loss: 4.0183 (4.2186)  acc1: 41.0156 (36.1196)  acc5: 66.7969 (58.6673)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [67]  [ 970/1251]  eta: 0:02:14  lr: 2.920e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.6084 (4.2217)  acc1: 35.5469 (36.0662)  acc5: 57.4219 (58.6038)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [67]  [ 980/1251]  eta: 0:02:09  lr: 2.920e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.2409 (4.2195)  acc1: 39.4531 (36.1107)  acc5: 60.9375 (58.6451)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [67]  [ 990/1251]  eta: 0:02:04  lr: 2.920e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.9833 (4.2204)  acc1: 40.2344 (36.1019)  acc5: 62.8906 (58.6209)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [67]  [1000/1251]  eta: 0:02:00  lr: 2.920e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.1884 (4.2177)  acc1: 37.5000 (36.1350)  acc5: 60.9375 (58.6663)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [67]  [1010/1251]  eta: 0:01:55  lr: 2.920e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.4528 (4.2135)  acc1: 42.9688 (36.1836)  acc5: 67.1875 (58.7124)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [67]  [1020/1251]  eta: 0:01:50  lr: 2.920e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.5601 (4.2134)  acc1: 39.8438 (36.1682)  acc5: 65.2344 (58.7047)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [67]  [1030/1251]  eta: 0:01:45  lr: 2.920e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.3129 (4.2128)  acc1: 36.7188 (36.1849)  acc5: 62.5000 (58.7248)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [67]  [1040/1251]  eta: 0:01:40  lr: 2.920e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.4511 (4.2152)  acc1: 36.3281 (36.1694)  acc5: 60.9375 (58.7116)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [67]  [1050/1251]  eta: 0:01:36  lr: 2.920e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.4511 (4.2160)  acc1: 37.5000 (36.1795)  acc5: 59.3750 (58.7168)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [67]  [1060/1251]  eta: 0:01:31  lr: 2.920e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.1736 (4.2160)  acc1: 39.0625 (36.1849)  acc5: 62.8906 (58.7307)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [67]  [1070/1251]  eta: 0:01:26  lr: 2.920e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.3376 (4.2184)  acc1: 39.8438 (36.1768)  acc5: 62.8906 (58.7137)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [67]  [1080/1251]  eta: 0:01:21  lr: 2.920e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.3376 (4.2162)  acc1: 39.8438 (36.1995)  acc5: 62.8906 (58.7473)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [67]  [1090/1251]  eta: 0:01:16  lr: 2.920e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.5140 (4.2209)  acc1: 35.5469 (36.1273)  acc5: 58.2031 (58.6535)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [67]  [1100/1251]  eta: 0:01:12  lr: 2.920e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.8455 (4.2247)  acc1: 29.6875 (36.0830)  acc5: 48.0469 (58.5934)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [67]  [1110/1251]  eta: 0:01:07  lr: 2.920e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.6445 (4.2239)  acc1: 33.2031 (36.0911)  acc5: 54.6875 (58.5973)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [67]  [1120/1251]  eta: 0:01:02  lr: 2.920e-02  img/s: 5.06e+02  pen: 4.4e-02  loss: 4.5142 (4.2270)  acc1: 36.7188 (36.0818)  acc5: 62.1094 (58.6000)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [67]  [1130/1251]  eta: 0:00:57  lr: 2.920e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.5586 (4.2267)  acc1: 35.1562 (36.0860)  acc5: 58.5938 (58.6027)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [67]  [1140/1251]  eta: 0:00:53  lr: 2.920e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.5468 (4.2280)  acc1: 37.5000 (36.0854)  acc5: 59.7656 (58.6020)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [67]  [1150/1251]  eta: 0:00:48  lr: 2.920e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2784 (4.2268)  acc1: 37.5000 (36.0943)  acc5: 60.1562 (58.6165)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [67]  [1160/1251]  eta: 0:00:43  lr: 2.920e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.4863 (4.2288)  acc1: 37.5000 (36.0997)  acc5: 60.1562 (58.6200)  time: 0.4766  data: 0.0005  max mem: 42896
Epoch: [67]  [1170/1251]  eta: 0:00:38  lr: 2.920e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1986 (4.2255)  acc1: 41.4062 (36.1376)  acc5: 64.0625 (58.6701)  time: 0.4764  data: 0.0005  max mem: 42896
Epoch: [67]  [1180/1251]  eta: 0:00:33  lr: 2.920e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.7759 (4.2253)  acc1: 40.6250 (36.1479)  acc5: 64.0625 (58.6834)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [67]  [1190/1251]  eta: 0:00:29  lr: 2.920e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2718 (4.2246)  acc1: 39.0625 (36.1818)  acc5: 62.1094 (58.7115)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [67]  [1200/1251]  eta: 0:00:24  lr: 2.920e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.2773 (4.2251)  acc1: 40.2344 (36.1775)  acc5: 61.3281 (58.6903)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [67]  [1210/1251]  eta: 0:00:19  lr: 2.920e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.1350 (4.2242)  acc1: 40.6250 (36.1939)  acc5: 62.8906 (58.7166)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [67]  [1220/1251]  eta: 0:00:14  lr: 2.920e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.6697 (4.2236)  acc1: 40.2344 (36.1925)  acc5: 64.4531 (58.7150)  time: 0.4775  data: 0.0003  max mem: 42896
Epoch: [67]  [1230/1251]  eta: 0:00:10  lr: 2.920e-02  img/s: 5.41e+02  pen: 5.1e-02  loss: 4.3382 (4.2249)  acc1: 37.1094 (36.1676)  acc5: 62.5000 (58.6966)  time: 0.4774  data: 0.0003  max mem: 42896
Epoch: [67]  [1240/1251]  eta: 0:00:05  lr: 2.920e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.4690 (4.2275)  acc1: 32.4219 (36.1390)  acc5: 53.9062 (58.6624)  time: 0.4747  data: 0.0005  max mem: 42896
Epoch: [67]  [1250/1251]  eta: 0:00:00  lr: 2.920e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.5250 (4.2278)  acc1: 35.1562 (36.1526)  acc5: 55.0781 (58.6793)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [67] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:50  loss: 2.4335 (2.4335)  acc1: 74.2188 (74.2188)  acc5: 92.1875 (92.1875)  time: 3.4736  data: 3.2268  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 54.122 Acc@5 78.844 Loss: 3.122
Test: EMA  [ 0/49]  eta: 0:02:58  loss: nan (nan)  acc1: 14.4531 (14.4531)  acc5: 39.4531 (39.4531)  time: 3.6411  data: 3.3944  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 11.718 Acc@5 21.532 Loss: nan
Epoch: [68]  [   0/1251]  eta: 1:13:00  lr: 2.918e-02  img/s: 5.11e+02  pen: 4.5e-02  loss: 3.9172 (3.9172)  acc1: 42.9688 (42.9688)  acc5: 66.7969 (66.7969)  time: 3.5016  data: 3.0008  max mem: 42896
Epoch: [68]  [  10/1251]  eta: 0:15:44  lr: 2.918e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.5680 (3.9014)  acc1: 42.9688 (38.9560)  acc5: 66.7969 (61.8253)  time: 0.7614  data: 0.2731  max mem: 42896
Epoch: [68]  [  20/1251]  eta: 0:12:48  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.5680 (4.0061)  acc1: 39.4531 (38.6161)  acc5: 66.0156 (62.1466)  time: 0.4804  data: 0.0003  max mem: 42896
Epoch: [68]  [  30/1251]  eta: 0:11:43  lr: 2.918e-02  img/s: 5.38e+02  pen: 3.8e-02  loss: 4.1588 (4.0035)  acc1: 39.4531 (38.9869)  acc5: 64.4531 (62.4370)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [68]  [  40/1251]  eta: 0:11:08  lr: 2.918e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.9892 (4.0506)  acc1: 39.4531 (37.9954)  acc5: 63.2812 (61.0995)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [68]  [  50/1251]  eta: 0:10:44  lr: 2.918e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.6508 (4.1417)  acc1: 34.3750 (36.9026)  acc5: 55.8594 (59.6661)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [68]  [  60/1251]  eta: 0:10:26  lr: 2.918e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.4333 (4.1107)  acc1: 34.3750 (37.4424)  acc5: 60.5469 (60.2011)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [68]  [  70/1251]  eta: 0:10:13  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.5804 (4.0592)  acc1: 43.3594 (38.1162)  acc5: 66.4062 (61.1136)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [68]  [  80/1251]  eta: 0:10:01  lr: 2.918e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.5804 (4.0565)  acc1: 43.3594 (38.0546)  acc5: 66.0156 (60.8845)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [68]  [  90/1251]  eta: 0:09:51  lr: 2.918e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 3.7333 (4.0651)  acc1: 41.0156 (37.7490)  acc5: 63.6719 (60.7057)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [68]  [ 100/1251]  eta: 0:09:42  lr: 2.918e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.3957 (4.1037)  acc1: 35.5469 (37.3376)  acc5: 60.5469 (60.1872)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [68]  [ 110/1251]  eta: 0:09:34  lr: 2.918e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.0099 (4.0849)  acc1: 42.5781 (37.6513)  acc5: 63.6719 (60.5961)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [68]  [ 120/1251]  eta: 0:09:26  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.7894 (4.0700)  acc1: 42.9688 (37.8616)  acc5: 65.2344 (60.8632)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [68]  [ 130/1251]  eta: 0:09:19  lr: 2.918e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.7466 (4.0804)  acc1: 40.2344 (37.6968)  acc5: 64.0625 (60.6661)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [68]  [ 140/1251]  eta: 0:09:12  lr: 2.918e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.3205 (4.0956)  acc1: 38.6719 (37.4695)  acc5: 61.3281 (60.4582)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [68]  [ 150/1251]  eta: 0:09:05  lr: 2.918e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.5787 (4.1276)  acc1: 33.9844 (37.2465)  acc5: 58.2031 (60.1330)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [68]  [ 160/1251]  eta: 0:08:59  lr: 2.918e-02  img/s: 5.07e+02  pen: 4.0e-02  loss: 4.2739 (4.1257)  acc1: 37.8906 (37.4175)  acc5: 58.9844 (60.2776)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [68]  [ 170/1251]  eta: 0:08:53  lr: 2.918e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.1505 (4.1273)  acc1: 40.2344 (37.4749)  acc5: 62.8906 (60.3664)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [68]  [ 180/1251]  eta: 0:08:47  lr: 2.918e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 4.3851 (4.1439)  acc1: 37.5000 (37.3878)  acc5: 57.8125 (60.1411)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [68]  [ 190/1251]  eta: 0:08:41  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.6222 (4.1556)  acc1: 35.9375 (37.3364)  acc5: 56.6406 (60.0969)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [68]  [ 200/1251]  eta: 0:08:35  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.5091 (4.1683)  acc1: 36.7188 (37.1716)  acc5: 58.9844 (59.9114)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [68]  [ 210/1251]  eta: 0:08:30  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4135 (4.1586)  acc1: 37.5000 (37.3445)  acc5: 60.1562 (60.0581)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [68]  [ 220/1251]  eta: 0:08:24  lr: 2.918e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.6422 (4.1778)  acc1: 32.8125 (37.1235)  acc5: 57.0312 (59.7868)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [68]  [ 230/1251]  eta: 0:08:18  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.8211 (4.1729)  acc1: 33.2031 (37.2024)  acc5: 55.8594 (59.8671)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [68]  [ 240/1251]  eta: 0:08:13  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9291 (4.1667)  acc1: 41.7969 (37.2504)  acc5: 66.0156 (59.9358)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [68]  [ 250/1251]  eta: 0:08:08  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1394 (4.1756)  acc1: 41.0156 (37.1094)  acc5: 64.0625 (59.7423)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [68]  [ 260/1251]  eta: 0:08:02  lr: 2.918e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.3616 (4.1711)  acc1: 38.6719 (37.2111)  acc5: 63.6719 (59.8884)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [68]  [ 270/1251]  eta: 0:07:57  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.5576 (4.1556)  acc1: 42.5781 (37.4106)  acc5: 66.4062 (60.1231)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [68]  [ 280/1251]  eta: 0:07:52  lr: 2.918e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.1926 (4.1677)  acc1: 39.0625 (37.2275)  acc5: 61.7188 (59.9519)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [68]  [ 290/1251]  eta: 0:07:46  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.6750 (4.1776)  acc1: 33.2031 (37.0704)  acc5: 57.8125 (59.8260)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [68]  [ 300/1251]  eta: 0:07:41  lr: 2.918e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.2919 (4.1637)  acc1: 39.0625 (37.2560)  acc5: 64.4531 (60.0823)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [68]  [ 310/1251]  eta: 0:07:36  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.6858 (4.1626)  acc1: 41.0156 (37.2940)  acc5: 68.3594 (60.1412)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [68]  [ 320/1251]  eta: 0:07:31  lr: 2.918e-02  img/s: 5.09e+02  pen: 4.6e-02  loss: 3.9765 (4.1618)  acc1: 40.2344 (37.2554)  acc5: 63.6719 (60.0845)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [68]  [ 330/1251]  eta: 0:07:26  lr: 2.918e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.5380 (4.1770)  acc1: 33.5938 (37.0681)  acc5: 58.5938 (59.9084)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [68]  [ 340/1251]  eta: 0:07:21  lr: 2.918e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.5300 (4.1702)  acc1: 35.1562 (37.2056)  acc5: 59.7656 (60.0245)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [68]  [ 350/1251]  eta: 0:07:16  lr: 2.918e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 3.4347 (4.1592)  acc1: 43.3594 (37.3041)  acc5: 65.2344 (60.1117)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [68]  [ 360/1251]  eta: 0:07:11  lr: 2.918e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.9599 (4.1682)  acc1: 36.3281 (37.1364)  acc5: 62.1094 (59.9333)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [68]  [ 370/1251]  eta: 0:07:06  lr: 2.918e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 3.9599 (4.1627)  acc1: 36.3281 (37.1652)  acc5: 62.1094 (60.0120)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [68]  [ 380/1251]  eta: 0:07:01  lr: 2.918e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.8548 (4.1660)  acc1: 40.6250 (37.1330)  acc5: 64.0625 (59.9512)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [68]  [ 390/1251]  eta: 0:06:56  lr: 2.918e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.5022 (4.1756)  acc1: 36.3281 (36.9795)  acc5: 58.2031 (59.7636)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [68]  [ 400/1251]  eta: 0:06:51  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.6215 (4.1780)  acc1: 30.8594 (36.9720)  acc5: 53.9062 (59.7461)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [68]  [ 410/1251]  eta: 0:06:46  lr: 2.918e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.6215 (4.1895)  acc1: 32.8125 (36.8214)  acc5: 57.4219 (59.5869)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [68]  [ 420/1251]  eta: 0:06:41  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.5505 (4.1858)  acc1: 32.8125 (36.8060)  acc5: 59.3750 (59.5986)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [68]  [ 430/1251]  eta: 0:06:36  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.1311 (4.1951)  acc1: 30.8594 (36.6336)  acc5: 55.4688 (59.3605)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [68]  [ 440/1251]  eta: 0:06:31  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.8331 (4.2007)  acc1: 30.8594 (36.5815)  acc5: 51.1719 (59.2714)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [68]  [ 450/1251]  eta: 0:06:26  lr: 2.918e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.5125 (4.1999)  acc1: 34.7656 (36.6339)  acc5: 58.9844 (59.3360)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [68]  [ 460/1251]  eta: 0:06:21  lr: 2.918e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.8972 (4.1930)  acc1: 40.2344 (36.7315)  acc5: 65.2344 (59.4326)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [68]  [ 470/1251]  eta: 0:06:16  lr: 2.918e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 3.7725 (4.1955)  acc1: 42.5781 (36.7312)  acc5: 65.2344 (59.3924)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [68]  [ 480/1251]  eta: 0:06:11  lr: 2.918e-02  img/s: 5.10e+02  pen: 4.5e-02  loss: 3.9862 (4.1917)  acc1: 42.1875 (36.7902)  acc5: 65.2344 (59.4668)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [68]  [ 490/1251]  eta: 0:06:06  lr: 2.918e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.9862 (4.1945)  acc1: 39.4531 (36.7466)  acc5: 65.2344 (59.4100)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [68]  [ 500/1251]  eta: 0:06:01  lr: 2.918e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.4546 (4.2013)  acc1: 36.3281 (36.6821)  acc5: 60.1562 (59.3399)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [68]  [ 510/1251]  eta: 0:05:56  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.4546 (4.2034)  acc1: 36.3281 (36.6377)  acc5: 60.1562 (59.2840)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [68]  [ 520/1251]  eta: 0:05:51  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.0259 (4.2003)  acc1: 39.8438 (36.6910)  acc5: 62.8906 (59.3540)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [68]  [ 530/1251]  eta: 0:05:46  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3946 (4.2039)  acc1: 39.0625 (36.6356)  acc5: 61.7188 (59.2808)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [68]  [ 540/1251]  eta: 0:05:41  lr: 2.918e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.4798 (4.2072)  acc1: 34.3750 (36.6112)  acc5: 57.4219 (59.2364)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [68]  [ 550/1251]  eta: 0:05:37  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.4798 (4.2125)  acc1: 37.1094 (36.5911)  acc5: 58.5938 (59.1971)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [68]  [ 560/1251]  eta: 0:05:32  lr: 2.918e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.5149 (4.2143)  acc1: 33.9844 (36.5969)  acc5: 58.5938 (59.2030)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [68]  [ 570/1251]  eta: 0:05:27  lr: 2.918e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2384 (4.2101)  acc1: 39.8438 (36.6387)  acc5: 62.8906 (59.2546)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [68]  [ 580/1251]  eta: 0:05:22  lr: 2.918e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.4140 (4.2031)  acc1: 42.1875 (36.7288)  acc5: 65.6250 (59.3501)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [68]  [ 590/1251]  eta: 0:05:17  lr: 2.918e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.6826 (4.2012)  acc1: 42.5781 (36.7472)  acc5: 65.6250 (59.3975)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [68]  [ 600/1251]  eta: 0:05:12  lr: 2.918e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.1637 (4.2036)  acc1: 35.9375 (36.6967)  acc5: 60.5469 (59.3152)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [68]  [ 610/1251]  eta: 0:05:07  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4817 (4.2038)  acc1: 38.2812 (36.7092)  acc5: 59.7656 (59.3309)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [68]  [ 620/1251]  eta: 0:05:03  lr: 2.918e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.4817 (4.2086)  acc1: 36.3281 (36.6414)  acc5: 59.7656 (59.2505)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [68]  [ 630/1251]  eta: 0:04:58  lr: 2.918e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.5968 (4.2134)  acc1: 29.6875 (36.5764)  acc5: 53.5156 (59.1788)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [68]  [ 640/1251]  eta: 0:04:53  lr: 2.918e-02  img/s: 4.86e+02  pen: 4.1e-02  loss: 4.5644 (4.2167)  acc1: 31.2500 (36.5323)  acc5: 50.7812 (59.1050)  time: 0.4773  data: 0.0004  max mem: 42896
Epoch: [68]  [ 650/1251]  eta: 0:04:48  lr: 2.918e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.6427 (4.2216)  acc1: 31.2500 (36.4589)  acc5: 52.7344 (59.0342)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [68]  [ 660/1251]  eta: 0:04:43  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.9971 (4.2195)  acc1: 33.9844 (36.4640)  acc5: 58.9844 (59.0612)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [68]  [ 670/1251]  eta: 0:04:38  lr: 2.918e-02  img/s: 5.40e+02  pen: 5.3e-02  loss: 3.9971 (4.2216)  acc1: 39.4531 (36.4102)  acc5: 64.8438 (59.0082)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [68]  [ 680/1251]  eta: 0:04:33  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.3962 (4.2209)  acc1: 37.8906 (36.4532)  acc5: 62.1094 (59.0515)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [68]  [ 690/1251]  eta: 0:04:29  lr: 2.918e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 4.1586 (4.2177)  acc1: 38.6719 (36.5203)  acc5: 64.8438 (59.1127)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [68]  [ 700/1251]  eta: 0:04:24  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.3505 (4.2221)  acc1: 41.0156 (36.4652)  acc5: 61.7188 (59.0284)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [68]  [ 710/1251]  eta: 0:04:19  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.6905 (4.2127)  acc1: 41.7969 (36.5770)  acc5: 64.0625 (59.1684)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [68]  [ 720/1251]  eta: 0:04:14  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7539 (4.2138)  acc1: 43.7500 (36.5931)  acc5: 67.1875 (59.1756)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [68]  [ 730/1251]  eta: 0:04:09  lr: 2.918e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.2474 (4.2123)  acc1: 41.4062 (36.6220)  acc5: 60.9375 (59.1885)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [68]  [ 740/1251]  eta: 0:04:05  lr: 2.918e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.6653 (4.2063)  acc1: 41.4062 (36.6934)  acc5: 64.0625 (59.2696)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [68]  [ 750/1251]  eta: 0:04:00  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8671 (4.2053)  acc1: 40.6250 (36.7005)  acc5: 63.6719 (59.2876)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [68]  [ 760/1251]  eta: 0:03:55  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1569 (4.2041)  acc1: 39.8438 (36.7039)  acc5: 62.1094 (59.2929)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [68]  [ 770/1251]  eta: 0:03:50  lr: 2.918e-02  img/s: 5.36e+02  pen: 4.4e-02  loss: 4.0667 (4.2043)  acc1: 39.8438 (36.7020)  acc5: 64.4531 (59.3066)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [68]  [ 780/1251]  eta: 0:03:45  lr: 2.918e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.0048 (4.2015)  acc1: 41.7969 (36.7338)  acc5: 64.4531 (59.3380)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [68]  [ 790/1251]  eta: 0:03:40  lr: 2.918e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.1994 (4.2062)  acc1: 37.5000 (36.6733)  acc5: 62.1094 (59.2708)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [68]  [ 800/1251]  eta: 0:03:36  lr: 2.918e-02  img/s: 5.09e+02  pen: 4.0e-02  loss: 4.1994 (4.2045)  acc1: 39.4531 (36.7144)  acc5: 62.5000 (59.2965)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [68]  [ 810/1251]  eta: 0:03:31  lr: 2.918e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.0610 (4.2019)  acc1: 42.1875 (36.7346)  acc5: 63.6719 (59.3341)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [68]  [ 820/1251]  eta: 0:03:26  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.4486 (4.2056)  acc1: 37.5000 (36.6935)  acc5: 61.7188 (59.2974)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [68]  [ 830/1251]  eta: 0:03:21  lr: 2.918e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.4486 (4.2060)  acc1: 37.1094 (36.6887)  acc5: 59.7656 (59.2880)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [68]  [ 840/1251]  eta: 0:03:16  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1096 (4.2028)  acc1: 40.6250 (36.7136)  acc5: 64.0625 (59.3239)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [68]  [ 850/1251]  eta: 0:03:12  lr: 2.918e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.1227 (4.2065)  acc1: 36.7188 (36.6857)  acc5: 59.3750 (59.3057)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [68]  [ 860/1251]  eta: 0:03:07  lr: 2.918e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.5936 (4.2085)  acc1: 32.4219 (36.6534)  acc5: 58.2031 (59.2797)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [68]  [ 870/1251]  eta: 0:03:02  lr: 2.918e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.6469 (4.2111)  acc1: 34.3750 (36.6196)  acc5: 57.0312 (59.2337)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [68]  [ 880/1251]  eta: 0:02:57  lr: 2.918e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.5861 (4.2123)  acc1: 36.7188 (36.6026)  acc5: 57.4219 (59.2220)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [68]  [ 890/1251]  eta: 0:02:52  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3116 (4.2147)  acc1: 34.3750 (36.5631)  acc5: 58.5938 (59.1917)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [68]  [ 900/1251]  eta: 0:02:48  lr: 2.918e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.5007 (4.2174)  acc1: 33.2031 (36.5332)  acc5: 58.5938 (59.1595)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [68]  [ 910/1251]  eta: 0:02:43  lr: 2.918e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.9744 (4.2130)  acc1: 41.0156 (36.5863)  acc5: 62.8906 (59.2254)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [68]  [ 920/1251]  eta: 0:02:38  lr: 2.918e-02  img/s: 5.16e+02  pen: 4.6e-02  loss: 3.6777 (4.2142)  acc1: 41.7969 (36.5847)  acc5: 67.5781 (59.2189)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [68]  [ 930/1251]  eta: 0:02:33  lr: 2.918e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.9945 (4.2137)  acc1: 38.2812 (36.5757)  acc5: 62.8906 (59.2139)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [68]  [ 940/1251]  eta: 0:02:28  lr: 2.918e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.2023 (4.2146)  acc1: 37.1094 (36.5556)  acc5: 62.8906 (59.2239)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [68]  [ 950/1251]  eta: 0:02:24  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.0372 (4.2103)  acc1: 39.0625 (36.6103)  acc5: 64.4531 (59.2834)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [68]  [ 960/1251]  eta: 0:02:19  lr: 2.918e-02  img/s: 5.09e+02  pen: 4.6e-02  loss: 3.5167 (4.2113)  acc1: 41.4062 (36.5801)  acc5: 64.4531 (59.2502)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [68]  [ 970/1251]  eta: 0:02:14  lr: 2.918e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.6780 (4.2153)  acc1: 33.5938 (36.5381)  acc5: 54.2969 (59.1895)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [68]  [ 980/1251]  eta: 0:02:09  lr: 2.918e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.6759 (4.2184)  acc1: 35.5469 (36.5189)  acc5: 57.4219 (59.1564)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [68]  [ 990/1251]  eta: 0:02:04  lr: 2.918e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.4575 (4.2183)  acc1: 37.5000 (36.5161)  acc5: 59.3750 (59.1566)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [68]  [1000/1251]  eta: 0:02:00  lr: 2.918e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.4474 (4.2197)  acc1: 35.9375 (36.4772)  acc5: 57.8125 (59.1135)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [68]  [1010/1251]  eta: 0:01:55  lr: 2.918e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.6228 (4.2155)  acc1: 41.4062 (36.5306)  acc5: 61.7188 (59.1633)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [68]  [1020/1251]  eta: 0:01:50  lr: 2.918e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 3.6228 (4.2153)  acc1: 41.4062 (36.5198)  acc5: 64.0625 (59.1542)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [68]  [1030/1251]  eta: 0:01:45  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.4150 (4.2162)  acc1: 37.8906 (36.5369)  acc5: 60.9375 (59.1621)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [68]  [1040/1251]  eta: 0:01:40  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4422 (4.2149)  acc1: 37.8906 (36.5529)  acc5: 60.9375 (59.1765)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [68]  [1050/1251]  eta: 0:01:36  lr: 2.918e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 3.6408 (4.2122)  acc1: 40.2344 (36.5827)  acc5: 66.0156 (59.2174)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [68]  [1060/1251]  eta: 0:01:31  lr: 2.918e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.9610 (4.2113)  acc1: 39.8438 (36.5892)  acc5: 64.4531 (59.2266)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [68]  [1070/1251]  eta: 0:01:26  lr: 2.918e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3651 (4.2114)  acc1: 37.5000 (36.5929)  acc5: 62.8906 (59.2331)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [68]  [1080/1251]  eta: 0:01:21  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.7656 (4.2065)  acc1: 42.5781 (36.6364)  acc5: 65.6250 (59.2922)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [68]  [1090/1251]  eta: 0:01:16  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.9050 (4.2079)  acc1: 41.7969 (36.6221)  acc5: 64.8438 (59.2830)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [68]  [1100/1251]  eta: 0:01:12  lr: 2.918e-02  img/s: 5.37e+02  pen: 4.2e-02  loss: 4.2287 (4.2089)  acc1: 38.2812 (36.6230)  acc5: 58.9844 (59.2831)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [68]  [1110/1251]  eta: 0:01:07  lr: 2.918e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.3854 (4.2095)  acc1: 38.2812 (36.6059)  acc5: 58.9844 (59.2709)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [68]  [1120/1251]  eta: 0:01:02  lr: 2.918e-02  img/s: 5.07e+02  pen: 4.7e-02  loss: 4.1352 (4.2072)  acc1: 38.6719 (36.6529)  acc5: 62.5000 (59.3165)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [68]  [1130/1251]  eta: 0:00:57  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1966 (4.2084)  acc1: 39.4531 (36.6600)  acc5: 64.8438 (59.3170)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [68]  [1140/1251]  eta: 0:00:53  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1966 (4.2071)  acc1: 40.6250 (36.6883)  acc5: 64.8438 (59.3356)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [68]  [1150/1251]  eta: 0:00:48  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.4370 (4.2104)  acc1: 38.6719 (36.6709)  acc5: 61.7188 (59.3051)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [68]  [1160/1251]  eta: 0:00:43  lr: 2.918e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4999 (4.2116)  acc1: 35.5469 (36.6599)  acc5: 58.2031 (59.2862)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [68]  [1170/1251]  eta: 0:00:38  lr: 2.918e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.3656 (4.2119)  acc1: 38.6719 (36.6884)  acc5: 62.1094 (59.3256)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [68]  [1180/1251]  eta: 0:00:33  lr: 2.918e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.2950 (4.2109)  acc1: 41.0156 (36.6973)  acc5: 62.1094 (59.3284)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [68]  [1190/1251]  eta: 0:00:29  lr: 2.918e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.2247 (4.2131)  acc1: 39.4531 (36.6640)  acc5: 61.7188 (59.2835)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [68]  [1200/1251]  eta: 0:00:24  lr: 2.918e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 4.8457 (4.2175)  acc1: 25.3906 (36.5955)  acc5: 45.7031 (59.1867)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [68]  [1210/1251]  eta: 0:00:19  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1335 (4.2137)  acc1: 40.2344 (36.6494)  acc5: 64.0625 (59.2460)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [68]  [1220/1251]  eta: 0:00:14  lr: 2.918e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.9416 (4.2148)  acc1: 42.5781 (36.6244)  acc5: 65.6250 (59.2237)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [68]  [1230/1251]  eta: 0:00:10  lr: 2.918e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.4966 (4.2160)  acc1: 33.9844 (36.5969)  acc5: 58.2031 (59.1900)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [68]  [1240/1251]  eta: 0:00:05  lr: 2.918e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.4553 (4.2178)  acc1: 33.5938 (36.5771)  acc5: 54.2969 (59.1597)  time: 0.4735  data: 0.0005  max mem: 42896
Epoch: [68]  [1250/1251]  eta: 0:00:00  lr: 2.918e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.5155 (4.2182)  acc1: 37.8906 (36.5773)  acc5: 60.9375 (59.1605)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [68] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:51  loss: 2.5481 (2.5481)  acc1: 67.9688 (67.9688)  acc5: 89.8438 (89.8438)  time: 3.5071  data: 3.2535  max mem: 42896
Test:  Total time: 0:00:17
Test:  Acc@1 54.026 Acc@5 79.066 Loss: 3.074
Test: EMA  [ 0/49]  eta: 0:02:30  loss: nan (nan)  acc1: 17.1875 (17.1875)  acc5: 41.4062 (41.4062)  time: 3.0637  data: 2.8158  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 13.792 Acc@5 24.840 Loss: nan
Epoch: [69]  [   0/1251]  eta: 1:28:45  lr: 2.915e-02  img/s: 4.98e+02  pen: 3.9e-02  loss: 4.8772 (4.8772)  acc1: 35.1562 (35.1562)  acc5: 59.3750 (59.3750)  time: 4.2573  data: 3.7430  max mem: 42896
Epoch: [69]  [  10/1251]  eta: 0:16:53  lr: 2.915e-02  img/s: 5.43e+02  pen: 4.9e-02  loss: 4.4444 (4.2951)  acc1: 38.6719 (37.0028)  acc5: 62.8906 (60.5469)  time: 0.8167  data: 0.3405  max mem: 42896
Epoch: [69]  [  20/1251]  eta: 0:13:24  lr: 2.915e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.2756 (4.1544)  acc1: 39.0625 (37.8162)  acc5: 65.6250 (61.7188)  time: 0.4730  data: 0.0003  max mem: 42896
Epoch: [69]  [  30/1251]  eta: 0:12:06  lr: 2.915e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2891 (4.2798)  acc1: 38.2812 (36.1769)  acc5: 60.9375 (59.5388)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [69]  [  40/1251]  eta: 0:11:25  lr: 2.915e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.9702 (4.1895)  acc1: 36.3281 (37.1761)  acc5: 63.6719 (60.5278)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [69]  [  50/1251]  eta: 0:10:58  lr: 2.915e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.5868 (4.1227)  acc1: 43.3594 (38.1127)  acc5: 66.4062 (61.6728)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [69]  [  60/1251]  eta: 0:10:38  lr: 2.915e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.5611 (4.0862)  acc1: 41.7969 (38.3261)  acc5: 66.7969 (61.9557)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [69]  [  70/1251]  eta: 0:10:23  lr: 2.915e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.0021 (4.1532)  acc1: 36.3281 (37.4340)  acc5: 59.7656 (60.8495)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [69]  [  80/1251]  eta: 0:10:10  lr: 2.915e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.0021 (4.1160)  acc1: 37.5000 (37.8520)  acc5: 63.2812 (61.2317)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [69]  [  90/1251]  eta: 0:09:59  lr: 2.915e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.7354 (4.0950)  acc1: 42.1875 (38.0323)  acc5: 65.6250 (61.3625)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [69]  [ 100/1251]  eta: 0:09:49  lr: 2.915e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.8837 (4.0996)  acc1: 39.8438 (38.0260)  acc5: 63.2812 (61.4751)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [69]  [ 110/1251]  eta: 0:09:40  lr: 2.915e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.1910 (4.1325)  acc1: 35.9375 (37.6830)  acc5: 60.1562 (61.0853)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [69]  [ 120/1251]  eta: 0:09:31  lr: 2.915e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.4596 (4.1430)  acc1: 33.5938 (37.3838)  acc5: 56.6406 (60.6437)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [69]  [ 130/1251]  eta: 0:09:24  lr: 2.915e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.8860 (4.1281)  acc1: 40.6250 (37.5447)  acc5: 65.2344 (60.8630)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [69]  [ 140/1251]  eta: 0:09:17  lr: 2.915e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.5329 (4.0951)  acc1: 41.4062 (37.8103)  acc5: 66.0156 (61.1785)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [69]  [ 150/1251]  eta: 0:09:10  lr: 2.915e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.6515 (4.0866)  acc1: 41.4062 (38.0174)  acc5: 65.6250 (61.3540)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [69]  [ 160/1251]  eta: 0:09:03  lr: 2.915e-02  img/s: 5.08e+02  pen: 4.5e-02  loss: 3.9737 (4.0928)  acc1: 40.6250 (37.8081)  acc5: 63.2812 (61.1462)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [69]  [ 170/1251]  eta: 0:08:56  lr: 2.915e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.2121 (4.1079)  acc1: 34.7656 (37.5343)  acc5: 62.5000 (60.8279)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [69]  [ 180/1251]  eta: 0:08:50  lr: 2.915e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.3777 (4.1151)  acc1: 31.6406 (37.4719)  acc5: 51.1719 (60.6483)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [69]  [ 190/1251]  eta: 0:08:44  lr: 2.915e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.1371 (4.1139)  acc1: 39.4531 (37.5307)  acc5: 63.6719 (60.6757)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [69]  [ 200/1251]  eta: 0:08:38  lr: 2.915e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.0470 (4.1157)  acc1: 41.0156 (37.5019)  acc5: 63.6719 (60.5741)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [69]  [ 210/1251]  eta: 0:08:32  lr: 2.915e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.3275 (4.1182)  acc1: 38.6719 (37.6129)  acc5: 63.2812 (60.6672)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [69]  [ 220/1251]  eta: 0:08:27  lr: 2.915e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4759 (4.1321)  acc1: 36.7188 (37.4116)  acc5: 60.9375 (60.4408)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [69]  [ 230/1251]  eta: 0:08:21  lr: 2.915e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.3733 (4.1225)  acc1: 35.1562 (37.5186)  acc5: 57.8125 (60.5841)  time: 0.4754  data: 0.0005  max mem: 42896
Epoch: [69]  [ 240/1251]  eta: 0:08:15  lr: 2.915e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7833 (4.1272)  acc1: 37.5000 (37.5032)  acc5: 60.9375 (60.5534)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [69]  [ 250/1251]  eta: 0:08:10  lr: 2.915e-02  img/s: 5.38e+02  pen: 3.6e-02  loss: 4.2439 (4.1269)  acc1: 37.5000 (37.3973)  acc5: 60.9375 (60.4426)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [69]  [ 260/1251]  eta: 0:08:04  lr: 2.915e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.5194 (4.1227)  acc1: 40.6250 (37.3937)  acc5: 66.0156 (60.4825)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [69]  [ 270/1251]  eta: 0:07:59  lr: 2.915e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.6413 (4.1237)  acc1: 39.8438 (37.4265)  acc5: 64.4531 (60.4705)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [69]  [ 280/1251]  eta: 0:07:54  lr: 2.915e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.5265 (4.1396)  acc1: 35.5469 (37.2915)  acc5: 58.2031 (60.2800)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [69]  [ 290/1251]  eta: 0:07:48  lr: 2.915e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.6456 (4.1419)  acc1: 31.6406 (37.2396)  acc5: 54.6875 (60.2838)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [69]  [ 300/1251]  eta: 0:07:43  lr: 2.915e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.5404 (4.1528)  acc1: 32.4219 (37.1470)  acc5: 54.6875 (60.1498)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [69]  [ 310/1251]  eta: 0:07:38  lr: 2.915e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 4.2245 (4.1542)  acc1: 39.0625 (37.1232)  acc5: 62.1094 (60.1286)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [69]  [ 320/1251]  eta: 0:07:33  lr: 2.915e-02  img/s: 4.92e+02  pen: 4.3e-02  loss: 4.1428 (4.1605)  acc1: 39.0625 (37.0753)  acc5: 60.5469 (60.0942)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [69]  [ 330/1251]  eta: 0:07:27  lr: 2.915e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.4294 (4.1697)  acc1: 35.9375 (37.0303)  acc5: 58.2031 (60.0194)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [69]  [ 340/1251]  eta: 0:07:22  lr: 2.915e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 4.1287 (4.1678)  acc1: 38.2812 (37.1036)  acc5: 60.9375 (60.0818)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [69]  [ 350/1251]  eta: 0:07:17  lr: 2.915e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0144 (4.1641)  acc1: 42.1875 (37.1428)  acc5: 65.2344 (60.1362)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [69]  [ 360/1251]  eta: 0:07:12  lr: 2.915e-02  img/s: 5.38e+02  pen: 4.7e-02  loss: 3.6884 (4.1615)  acc1: 40.6250 (37.1472)  acc5: 65.2344 (60.1238)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [69]  [ 370/1251]  eta: 0:07:07  lr: 2.915e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4484 (4.1665)  acc1: 35.9375 (37.0946)  acc5: 56.2500 (60.0478)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [69]  [ 380/1251]  eta: 0:07:02  lr: 2.915e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.4211 (4.1646)  acc1: 36.3281 (37.1852)  acc5: 57.4219 (60.1286)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [69]  [ 390/1251]  eta: 0:06:57  lr: 2.915e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.2485 (4.1675)  acc1: 39.0625 (37.2103)  acc5: 62.8906 (60.1553)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [69]  [ 400/1251]  eta: 0:06:52  lr: 2.915e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.2485 (4.1703)  acc1: 39.0625 (37.1883)  acc5: 60.1562 (60.1046)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [69]  [ 410/1251]  eta: 0:06:47  lr: 2.915e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.5075 (4.1783)  acc1: 37.8906 (37.0780)  acc5: 60.1562 (59.9519)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [69]  [ 420/1251]  eta: 0:06:42  lr: 2.915e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 3.8660 (4.1721)  acc1: 34.3750 (37.1418)  acc5: 58.5938 (60.0217)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [69]  [ 430/1251]  eta: 0:06:37  lr: 2.915e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.5954 (4.1698)  acc1: 41.4062 (37.1483)  acc5: 65.6250 (60.0321)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [69]  [ 440/1251]  eta: 0:06:32  lr: 2.915e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.5954 (4.1637)  acc1: 41.7969 (37.2440)  acc5: 65.6250 (60.1155)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [69]  [ 450/1251]  eta: 0:06:27  lr: 2.915e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0902 (4.1668)  acc1: 41.7969 (37.2150)  acc5: 64.0625 (60.0870)  time: 0.4776  data: 0.0003  max mem: 42896
Epoch: [69]  [ 460/1251]  eta: 0:06:22  lr: 2.915e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4315 (4.1691)  acc1: 38.6719 (37.1534)  acc5: 60.1562 (59.9817)  time: 0.4775  data: 0.0004  max mem: 42896
Epoch: [69]  [ 470/1251]  eta: 0:06:17  lr: 2.915e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.6212 (4.1727)  acc1: 31.2500 (37.0961)  acc5: 58.2031 (59.9058)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [69]  [ 480/1251]  eta: 0:06:12  lr: 2.915e-02  img/s: 5.05e+02  pen: 4.8e-02  loss: 4.5714 (4.1777)  acc1: 33.5938 (36.9981)  acc5: 58.5938 (59.7957)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [69]  [ 490/1251]  eta: 0:06:07  lr: 2.915e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.5714 (4.1808)  acc1: 27.7344 (36.9200)  acc5: 57.8125 (59.7060)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [69]  [ 500/1251]  eta: 0:06:02  lr: 2.915e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.5053 (4.1845)  acc1: 35.5469 (36.9246)  acc5: 57.8125 (59.7095)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [69]  [ 510/1251]  eta: 0:05:57  lr: 2.915e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.4374 (4.1863)  acc1: 36.7188 (36.8823)  acc5: 60.9375 (59.6861)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [69]  [ 520/1251]  eta: 0:05:52  lr: 2.915e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.5182 (4.1899)  acc1: 35.9375 (36.8590)  acc5: 62.1094 (59.6817)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [69]  [ 530/1251]  eta: 0:05:47  lr: 2.915e-02  img/s: 5.38e+02  pen: 4.7e-02  loss: 4.5182 (4.1935)  acc1: 35.9375 (36.8019)  acc5: 59.3750 (59.5891)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [69]  [ 540/1251]  eta: 0:05:42  lr: 2.915e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.0056 (4.1907)  acc1: 39.8438 (36.8415)  acc5: 62.8906 (59.6147)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [69]  [ 550/1251]  eta: 0:05:37  lr: 2.915e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.6042 (4.1874)  acc1: 42.5781 (36.8995)  acc5: 66.7969 (59.6642)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [69]  [ 560/1251]  eta: 0:05:32  lr: 2.915e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.0764 (4.1904)  acc1: 41.4062 (36.8448)  acc5: 63.2812 (59.5832)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [69]  [ 570/1251]  eta: 0:05:28  lr: 2.915e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.4062 (4.1931)  acc1: 33.9844 (36.8200)  acc5: 58.5938 (59.5344)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [69]  [ 580/1251]  eta: 0:05:23  lr: 2.915e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.7300 (4.1963)  acc1: 32.8125 (36.7322)  acc5: 55.4688 (59.4375)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [69]  [ 590/1251]  eta: 0:05:18  lr: 2.915e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.4188 (4.1866)  acc1: 42.1875 (36.8371)  acc5: 67.1875 (59.5601)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [69]  [ 600/1251]  eta: 0:05:13  lr: 2.915e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.4539 (4.1896)  acc1: 39.8438 (36.7831)  acc5: 66.0156 (59.5206)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [69]  [ 610/1251]  eta: 0:05:08  lr: 2.915e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.7303 (4.1946)  acc1: 30.4688 (36.6906)  acc5: 54.6875 (59.4281)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [69]  [ 620/1251]  eta: 0:05:03  lr: 2.915e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.4649 (4.1930)  acc1: 38.2812 (36.7313)  acc5: 57.0312 (59.4744)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [69]  [ 630/1251]  eta: 0:04:58  lr: 2.915e-02  img/s: 5.37e+02  pen: 4.3e-02  loss: 4.0763 (4.1914)  acc1: 40.6250 (36.7429)  acc5: 63.6719 (59.4939)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [69]  [ 640/1251]  eta: 0:04:53  lr: 2.915e-02  img/s: 5.07e+02  pen: 4.4e-02  loss: 3.9059 (4.1862)  acc1: 41.7969 (36.8175)  acc5: 65.6250 (59.5554)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [69]  [ 650/1251]  eta: 0:04:49  lr: 2.915e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.5322 (4.1870)  acc1: 41.4062 (36.7842)  acc5: 62.8906 (59.5502)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [69]  [ 660/1251]  eta: 0:04:44  lr: 2.915e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.2460 (4.1854)  acc1: 39.0625 (36.8015)  acc5: 61.7188 (59.5960)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [69]  [ 670/1251]  eta: 0:04:39  lr: 2.915e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.8499 (4.1817)  acc1: 42.1875 (36.8916)  acc5: 65.6250 (59.6649)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [69]  [ 680/1251]  eta: 0:04:34  lr: 2.915e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.0423 (4.1848)  acc1: 42.1875 (36.8690)  acc5: 64.4531 (59.6251)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [69]  [ 690/1251]  eta: 0:04:29  lr: 2.915e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3677 (4.1833)  acc1: 36.3281 (36.8736)  acc5: 58.2031 (59.6226)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [69]  [ 700/1251]  eta: 0:04:24  lr: 2.915e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.4311 (4.1895)  acc1: 36.3281 (36.8101)  acc5: 56.6406 (59.5622)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [69]  [ 710/1251]  eta: 0:04:19  lr: 2.915e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.5630 (4.1911)  acc1: 32.8125 (36.7874)  acc5: 57.8125 (59.5382)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [69]  [ 720/1251]  eta: 0:04:15  lr: 2.915e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 4.6187 (4.1924)  acc1: 33.9844 (36.7431)  acc5: 58.9844 (59.4937)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [69]  [ 730/1251]  eta: 0:04:10  lr: 2.915e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 4.6187 (4.1928)  acc1: 33.9844 (36.7214)  acc5: 58.9844 (59.4867)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [69]  [ 740/1251]  eta: 0:04:05  lr: 2.915e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.4041 (4.1933)  acc1: 38.2812 (36.7224)  acc5: 60.1562 (59.4725)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [69]  [ 750/1251]  eta: 0:04:00  lr: 2.915e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.4041 (4.1947)  acc1: 37.5000 (36.7026)  acc5: 60.5469 (59.4431)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [69]  [ 760/1251]  eta: 0:03:55  lr: 2.915e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.2061 (4.1923)  acc1: 37.5000 (36.7352)  acc5: 62.5000 (59.4941)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [69]  [ 770/1251]  eta: 0:03:50  lr: 2.915e-02  img/s: 5.37e+02  pen: 4.0e-02  loss: 3.7940 (4.1902)  acc1: 41.0156 (36.7628)  acc5: 66.7969 (59.5265)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [69]  [ 780/1251]  eta: 0:03:46  lr: 2.915e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9208 (4.1927)  acc1: 39.8438 (36.7588)  acc5: 60.5469 (59.4990)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [69]  [ 790/1251]  eta: 0:03:41  lr: 2.915e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.5042 (4.1896)  acc1: 35.9375 (36.7928)  acc5: 60.1562 (59.5256)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [69]  [ 800/1251]  eta: 0:03:36  lr: 2.915e-02  img/s: 5.05e+02  pen: 4.5e-02  loss: 3.7405 (4.1880)  acc1: 40.2344 (36.8348)  acc5: 62.8906 (59.5584)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [69]  [ 810/1251]  eta: 0:03:31  lr: 2.915e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.3066 (4.1905)  acc1: 39.0625 (36.8030)  acc5: 62.8906 (59.5205)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [69]  [ 820/1251]  eta: 0:03:26  lr: 2.915e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.4077 (4.1922)  acc1: 37.1094 (36.7811)  acc5: 62.1094 (59.5011)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [69]  [ 830/1251]  eta: 0:03:21  lr: 2.915e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.0913 (4.1906)  acc1: 34.7656 (36.8081)  acc5: 62.1094 (59.5320)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [69]  [ 840/1251]  eta: 0:03:17  lr: 2.915e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.7136 (4.1878)  acc1: 41.0156 (36.8298)  acc5: 64.4531 (59.5515)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [69]  [ 850/1251]  eta: 0:03:12  lr: 2.915e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 3.9147 (4.1880)  acc1: 39.8438 (36.8078)  acc5: 63.6719 (59.5297)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [69]  [ 860/1251]  eta: 0:03:07  lr: 2.915e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.4127 (4.1879)  acc1: 37.8906 (36.8344)  acc5: 60.1562 (59.5528)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [69]  [ 870/1251]  eta: 0:03:02  lr: 2.915e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2074 (4.1865)  acc1: 41.4062 (36.8726)  acc5: 65.6250 (59.5876)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [69]  [ 880/1251]  eta: 0:02:57  lr: 2.915e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.8868 (4.1862)  acc1: 41.7969 (36.8832)  acc5: 66.0156 (59.6016)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [69]  [ 890/1251]  eta: 0:02:53  lr: 2.915e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.8348 (4.1848)  acc1: 39.0625 (36.8788)  acc5: 65.6250 (59.5999)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [69]  [ 900/1251]  eta: 0:02:48  lr: 2.915e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.5932 (4.1830)  acc1: 41.7969 (36.8961)  acc5: 65.2344 (59.6017)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [69]  [ 910/1251]  eta: 0:02:43  lr: 2.915e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 3.9174 (4.1811)  acc1: 42.9688 (36.9233)  acc5: 65.2344 (59.6511)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [69]  [ 920/1251]  eta: 0:02:38  lr: 2.915e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0177 (4.1824)  acc1: 38.6719 (36.9236)  acc5: 64.4531 (59.6333)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [69]  [ 930/1251]  eta: 0:02:33  lr: 2.915e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.3925 (4.1824)  acc1: 37.1094 (36.9344)  acc5: 59.7656 (59.6532)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [69]  [ 940/1251]  eta: 0:02:29  lr: 2.915e-02  img/s: 5.36e+02  pen: 4.4e-02  loss: 4.0605 (4.1833)  acc1: 36.7188 (36.8786)  acc5: 59.7656 (59.5797)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [69]  [ 950/1251]  eta: 0:02:24  lr: 2.915e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.0605 (4.1830)  acc1: 35.9375 (36.8744)  acc5: 61.7188 (59.5644)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [69]  [ 960/1251]  eta: 0:02:19  lr: 2.915e-02  img/s: 5.10e+02  pen: 4.3e-02  loss: 3.9548 (4.1823)  acc1: 40.2344 (36.8728)  acc5: 64.4531 (59.5640)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [69]  [ 970/1251]  eta: 0:02:14  lr: 2.915e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.3858 (4.1857)  acc1: 37.1094 (36.8487)  acc5: 61.7188 (59.5291)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [69]  [ 980/1251]  eta: 0:02:09  lr: 2.915e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.4304 (4.1838)  acc1: 39.8438 (36.8820)  acc5: 61.7188 (59.5625)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [69]  [ 990/1251]  eta: 0:02:05  lr: 2.915e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 4.2504 (4.1848)  acc1: 39.8438 (36.8453)  acc5: 64.8438 (59.5220)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [69]  [1000/1251]  eta: 0:02:00  lr: 2.915e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.5173 (4.1889)  acc1: 36.3281 (36.8315)  acc5: 58.9844 (59.4929)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [69]  [1010/1251]  eta: 0:01:55  lr: 2.915e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.5142 (4.1879)  acc1: 36.7188 (36.8478)  acc5: 58.9844 (59.5129)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [69]  [1020/1251]  eta: 0:01:50  lr: 2.915e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.0788 (4.1864)  acc1: 42.5781 (36.8726)  acc5: 65.6250 (59.5326)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [69]  [1030/1251]  eta: 0:01:45  lr: 2.915e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.1972 (4.1889)  acc1: 41.7969 (36.8627)  acc5: 63.2812 (59.5171)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [69]  [1040/1251]  eta: 0:01:41  lr: 2.915e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.4710 (4.1911)  acc1: 36.7188 (36.8463)  acc5: 60.5469 (59.4906)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [69]  [1050/1251]  eta: 0:01:36  lr: 2.915e-02  img/s: 5.03e+02  pen: 4.5e-02  loss: 4.4067 (4.1921)  acc1: 38.2812 (36.8161)  acc5: 60.5469 (59.4508)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [69]  [1060/1251]  eta: 0:01:31  lr: 2.915e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.4815 (4.1951)  acc1: 36.7188 (36.7699)  acc5: 58.9844 (59.3960)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [69]  [1070/1251]  eta: 0:01:26  lr: 2.915e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.3142 (4.1922)  acc1: 40.6250 (36.8048)  acc5: 62.1094 (59.4191)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [69]  [1080/1251]  eta: 0:01:21  lr: 2.915e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.3491 (4.1876)  acc1: 42.5781 (36.8514)  acc5: 67.1875 (59.4729)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [69]  [1090/1251]  eta: 0:01:17  lr: 2.915e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.5168 (4.1860)  acc1: 42.5781 (36.8573)  acc5: 66.7969 (59.4849)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [69]  [1100/1251]  eta: 0:01:12  lr: 2.915e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.9321 (4.1859)  acc1: 41.7969 (36.8557)  acc5: 63.2812 (59.4807)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [69]  [1110/1251]  eta: 0:01:07  lr: 2.915e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.9321 (4.1836)  acc1: 41.7969 (36.8717)  acc5: 63.2812 (59.5005)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [69]  [1120/1251]  eta: 0:01:02  lr: 2.915e-02  img/s: 5.10e+02  pen: 4.4e-02  loss: 3.8516 (4.1837)  acc1: 41.4062 (36.8675)  acc5: 65.6250 (59.5043)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [69]  [1130/1251]  eta: 0:00:57  lr: 2.915e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.4768 (4.1869)  acc1: 35.9375 (36.8137)  acc5: 57.8125 (59.4420)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [69]  [1140/1251]  eta: 0:00:53  lr: 2.915e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.6317 (4.1890)  acc1: 33.2031 (36.8057)  acc5: 55.4688 (59.4431)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [69]  [1150/1251]  eta: 0:00:48  lr: 2.915e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.3699 (4.1897)  acc1: 38.2812 (36.8043)  acc5: 61.3281 (59.4469)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [69]  [1160/1251]  eta: 0:00:43  lr: 2.915e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.3699 (4.1907)  acc1: 37.1094 (36.7857)  acc5: 61.3281 (59.4214)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [69]  [1170/1251]  eta: 0:00:38  lr: 2.915e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3973 (4.1916)  acc1: 37.1094 (36.7821)  acc5: 60.5469 (59.4240)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [69]  [1180/1251]  eta: 0:00:33  lr: 2.915e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.3942 (4.1919)  acc1: 39.4531 (36.7750)  acc5: 60.9375 (59.4104)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [69]  [1190/1251]  eta: 0:00:29  lr: 2.915e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.0329 (4.1907)  acc1: 41.0156 (36.8027)  acc5: 64.8438 (59.4403)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [69]  [1200/1251]  eta: 0:00:24  lr: 2.915e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.8729 (4.1906)  acc1: 41.0156 (36.8066)  acc5: 66.4062 (59.4358)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [69]  [1210/1251]  eta: 0:00:19  lr: 2.915e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 3.7409 (4.1891)  acc1: 41.7969 (36.8216)  acc5: 66.4062 (59.4563)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [69]  [1220/1251]  eta: 0:00:14  lr: 2.915e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 3.7221 (4.1882)  acc1: 41.7969 (36.8173)  acc5: 66.7969 (59.4585)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [69]  [1230/1251]  eta: 0:00:10  lr: 2.915e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5231 (4.1897)  acc1: 35.1562 (36.8044)  acc5: 59.3750 (59.4454)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [69]  [1240/1251]  eta: 0:00:05  lr: 2.915e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4537 (4.1890)  acc1: 36.7188 (36.8173)  acc5: 59.3750 (59.4631)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [69]  [1250/1251]  eta: 0:00:00  lr: 2.915e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.2515 (4.1891)  acc1: 38.2812 (36.8134)  acc5: 59.3750 (59.4581)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [69] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:14  loss: 2.3147 (2.3147)  acc1: 71.0938 (71.0938)  acc5: 93.7500 (93.7500)  time: 2.7363  data: 2.4870  max mem: 42896
Test:  Total time: 0:00:17
Test:  Acc@1 53.152 Acc@5 77.946 Loss: 3.069
Test: EMA  [ 0/49]  eta: 0:03:03  loss: nan (nan)  acc1: 20.7031 (20.7031)  acc5: 45.3125 (45.3125)  time: 3.7350  data: 3.4838  max mem: 42896
Test: EMA Total time: 0:00:17
Test: EMA Acc@1 16.216 Acc@5 28.736 Loss: nan
Epoch: [70]  [   0/1251]  eta: 1:25:54  lr: 2.913e-02  img/s: 4.91e+02  pen: 4.4e-02  loss: 4.5062 (4.5062)  acc1: 35.5469 (35.5469)  acc5: 62.8906 (62.8906)  time: 4.1202  data: 3.5989  max mem: 42896
Epoch: [70]  [  10/1251]  eta: 0:16:38  lr: 2.913e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.8051 (3.9138)  acc1: 42.1875 (41.1932)  acc5: 66.4062 (64.9148)  time: 0.8048  data: 0.3274  max mem: 42896
Epoch: [70]  [  20/1251]  eta: 0:13:16  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8051 (3.9408)  acc1: 42.1875 (41.2202)  acc5: 66.4062 (64.2857)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [70]  [  30/1251]  eta: 0:12:01  lr: 2.913e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 3.6567 (3.9045)  acc1: 43.3594 (40.5494)  acc5: 66.0156 (64.1381)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [70]  [  40/1251]  eta: 0:11:22  lr: 2.913e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.6567 (3.9368)  acc1: 42.1875 (40.3773)  acc5: 66.0156 (63.7481)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [70]  [  50/1251]  eta: 0:10:56  lr: 2.913e-02  img/s: 5.38e+02  pen: 4.8e-02  loss: 4.0276 (3.9405)  acc1: 40.6250 (40.0735)  acc5: 65.2344 (63.3195)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [70]  [  60/1251]  eta: 0:10:36  lr: 2.913e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.0985 (3.9887)  acc1: 39.8438 (39.2738)  acc5: 62.1094 (62.3399)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [70]  [  70/1251]  eta: 0:10:21  lr: 2.913e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 3.8117 (3.9794)  acc1: 41.0156 (39.3101)  acc5: 65.6250 (62.2744)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [70]  [  80/1251]  eta: 0:10:08  lr: 2.913e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.6938 (3.9877)  acc1: 43.3594 (39.4242)  acc5: 65.6250 (62.2685)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [70]  [  90/1251]  eta: 0:09:57  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.4885 (3.9699)  acc1: 42.5781 (39.6034)  acc5: 65.2344 (62.5773)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [70]  [ 100/1251]  eta: 0:09:48  lr: 2.913e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.0203 (4.0063)  acc1: 41.0156 (39.2017)  acc5: 64.8438 (61.9856)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [70]  [ 110/1251]  eta: 0:09:39  lr: 2.913e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.5540 (4.0245)  acc1: 36.7188 (38.7634)  acc5: 59.7656 (61.5041)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [70]  [ 120/1251]  eta: 0:09:31  lr: 2.913e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.6976 (4.0302)  acc1: 40.6250 (38.7946)  acc5: 63.2812 (61.5121)  time: 0.4735  data: 0.0004  max mem: 42896
Epoch: [70]  [ 130/1251]  eta: 0:09:23  lr: 2.913e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.5861 (4.0660)  acc1: 35.5469 (38.3319)  acc5: 58.2031 (61.0389)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [70]  [ 140/1251]  eta: 0:09:16  lr: 2.913e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.5861 (4.0679)  acc1: 35.5469 (38.1289)  acc5: 58.2031 (60.8101)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [70]  [ 150/1251]  eta: 0:09:09  lr: 2.913e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.1838 (4.0699)  acc1: 39.8438 (38.1493)  acc5: 64.0625 (60.9453)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [70]  [ 160/1251]  eta: 0:09:02  lr: 2.913e-02  img/s: 5.08e+02  pen: 4.6e-02  loss: 4.2538 (4.0897)  acc1: 39.8438 (37.9877)  acc5: 64.8438 (60.8210)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [70]  [ 170/1251]  eta: 0:08:56  lr: 2.913e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.3375 (4.0992)  acc1: 34.7656 (38.0231)  acc5: 59.7656 (60.8279)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [70]  [ 180/1251]  eta: 0:08:50  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.5853 (4.1159)  acc1: 34.3750 (37.8172)  acc5: 55.8594 (60.5879)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [70]  [ 190/1251]  eta: 0:08:44  lr: 2.913e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.8193 (4.1146)  acc1: 36.7188 (37.8293)  acc5: 61.7188 (60.5796)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [70]  [ 200/1251]  eta: 0:08:38  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7646 (4.1116)  acc1: 40.2344 (37.8362)  acc5: 65.2344 (60.5216)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [70]  [ 210/1251]  eta: 0:08:32  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.9082 (4.1107)  acc1: 42.5781 (37.9128)  acc5: 64.4531 (60.5765)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [70]  [ 220/1251]  eta: 0:08:26  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0156 (4.1061)  acc1: 41.7969 (37.9224)  acc5: 63.6719 (60.5416)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [70]  [ 230/1251]  eta: 0:08:21  lr: 2.913e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.1927 (4.1181)  acc1: 41.0156 (37.7875)  acc5: 63.2812 (60.4454)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [70]  [ 240/1251]  eta: 0:08:15  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.2323 (4.1199)  acc1: 40.2344 (37.8225)  acc5: 62.1094 (60.5128)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [70]  [ 250/1251]  eta: 0:08:09  lr: 2.913e-02  img/s: 5.37e+02  pen: 3.9e-02  loss: 4.2811 (4.1242)  acc1: 39.8438 (37.7739)  acc5: 62.1094 (60.4613)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [70]  [ 260/1251]  eta: 0:08:04  lr: 2.913e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.7262 (4.1085)  acc1: 42.1875 (37.9385)  acc5: 64.8438 (60.6352)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [70]  [ 270/1251]  eta: 0:07:59  lr: 2.913e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.0978 (4.1200)  acc1: 41.4062 (37.7955)  acc5: 64.8438 (60.4719)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [70]  [ 280/1251]  eta: 0:07:53  lr: 2.913e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.8183 (4.1376)  acc1: 30.8594 (37.4930)  acc5: 51.5625 (60.1159)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [70]  [ 290/1251]  eta: 0:07:48  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.8282 (4.1400)  acc1: 28.9062 (37.3805)  acc5: 48.8281 (59.9871)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [70]  [ 300/1251]  eta: 0:07:43  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.8335 (4.1413)  acc1: 42.5781 (37.4338)  acc5: 66.0156 (60.0174)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [70]  [ 310/1251]  eta: 0:07:37  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.2687 (4.1511)  acc1: 35.5469 (37.3041)  acc5: 58.9844 (59.8711)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [70]  [ 320/1251]  eta: 0:07:32  lr: 2.913e-02  img/s: 5.08e+02  pen: 4.6e-02  loss: 4.2687 (4.1479)  acc1: 34.7656 (37.3661)  acc5: 58.9844 (59.9469)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [70]  [ 330/1251]  eta: 0:07:27  lr: 2.913e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.1786 (4.1465)  acc1: 39.8438 (37.4209)  acc5: 63.2812 (60.0666)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [70]  [ 340/1251]  eta: 0:07:22  lr: 2.913e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.9543 (4.1406)  acc1: 39.8438 (37.4817)  acc5: 64.0625 (60.0978)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [70]  [ 350/1251]  eta: 0:07:17  lr: 2.913e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2970 (4.1492)  acc1: 35.9375 (37.3631)  acc5: 60.5469 (60.0038)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [70]  [ 360/1251]  eta: 0:07:12  lr: 2.913e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 4.4439 (4.1459)  acc1: 35.9375 (37.4481)  acc5: 60.5469 (60.0729)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [70]  [ 370/1251]  eta: 0:07:07  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0854 (4.1509)  acc1: 40.2344 (37.3747)  acc5: 62.5000 (60.0183)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [70]  [ 380/1251]  eta: 0:07:02  lr: 2.913e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.3077 (4.1563)  acc1: 37.1094 (37.2785)  acc5: 57.8125 (59.8599)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [70]  [ 390/1251]  eta: 0:06:57  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3932 (4.1613)  acc1: 34.3750 (37.2203)  acc5: 56.2500 (59.7856)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [70]  [ 400/1251]  eta: 0:06:52  lr: 2.913e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3892 (4.1617)  acc1: 34.7656 (37.2243)  acc5: 60.5469 (59.7832)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [70]  [ 410/1251]  eta: 0:06:46  lr: 2.913e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.1044 (4.1603)  acc1: 39.4531 (37.2633)  acc5: 61.7188 (59.8246)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [70]  [ 420/1251]  eta: 0:06:41  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.2293 (4.1607)  acc1: 40.2344 (37.3154)  acc5: 63.2812 (59.8658)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [70]  [ 430/1251]  eta: 0:06:36  lr: 2.913e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.3561 (4.1666)  acc1: 35.5469 (37.2254)  acc5: 60.9375 (59.7656)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [70]  [ 440/1251]  eta: 0:06:31  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.2736 (4.1666)  acc1: 35.9375 (37.2298)  acc5: 60.9375 (59.7709)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [70]  [ 450/1251]  eta: 0:06:27  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2253 (4.1675)  acc1: 40.6250 (37.2558)  acc5: 63.2812 (59.8124)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [70]  [ 460/1251]  eta: 0:06:22  lr: 2.913e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.4619 (4.1745)  acc1: 34.7656 (37.1195)  acc5: 57.4219 (59.6928)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [70]  [ 470/1251]  eta: 0:06:17  lr: 2.913e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.7395 (4.1778)  acc1: 33.2031 (37.0662)  acc5: 55.0781 (59.6180)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [70]  [ 480/1251]  eta: 0:06:12  lr: 2.913e-02  img/s: 5.08e+02  pen: 4.8e-02  loss: 3.5434 (4.1688)  acc1: 43.7500 (37.1825)  acc5: 66.4062 (59.7624)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [70]  [ 490/1251]  eta: 0:06:07  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.8252 (4.1681)  acc1: 41.4062 (37.1826)  acc5: 66.4062 (59.7871)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [70]  [ 500/1251]  eta: 0:06:02  lr: 2.913e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.4851 (4.1738)  acc1: 36.3281 (37.1429)  acc5: 58.2031 (59.7454)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [70]  [ 510/1251]  eta: 0:05:57  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.4851 (4.1734)  acc1: 37.5000 (37.1575)  acc5: 58.2031 (59.7863)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [70]  [ 520/1251]  eta: 0:05:52  lr: 2.913e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.2902 (4.1724)  acc1: 40.6250 (37.1701)  acc5: 64.8438 (59.8046)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [70]  [ 530/1251]  eta: 0:05:47  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.2902 (4.1705)  acc1: 40.6250 (37.1756)  acc5: 64.8438 (59.8179)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [70]  [ 540/1251]  eta: 0:05:42  lr: 2.913e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 3.5989 (4.1705)  acc1: 37.8906 (37.1729)  acc5: 63.2812 (59.8335)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [70]  [ 550/1251]  eta: 0:05:37  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.9900 (4.1709)  acc1: 39.4531 (37.1859)  acc5: 63.2812 (59.8401)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [70]  [ 560/1251]  eta: 0:05:32  lr: 2.913e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.9470 (4.1689)  acc1: 41.7969 (37.2222)  acc5: 64.4531 (59.8749)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [70]  [ 570/1251]  eta: 0:05:27  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.7654 (4.1680)  acc1: 42.1875 (37.1846)  acc5: 64.4531 (59.8388)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [70]  [ 580/1251]  eta: 0:05:23  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.7847 (4.1744)  acc1: 28.5156 (36.9984)  acc5: 47.2656 (59.6150)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [70]  [ 590/1251]  eta: 0:05:18  lr: 2.913e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.7068 (4.1758)  acc1: 29.2969 (36.9944)  acc5: 52.3438 (59.6136)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [70]  [ 600/1251]  eta: 0:05:13  lr: 2.913e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.8951 (4.1729)  acc1: 41.7969 (36.9904)  acc5: 62.8906 (59.6213)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [70]  [ 610/1251]  eta: 0:05:08  lr: 2.913e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.0910 (4.1762)  acc1: 39.8438 (37.0007)  acc5: 63.2812 (59.6288)  time: 0.4772  data: 0.0004  max mem: 42896
Epoch: [70]  [ 620/1251]  eta: 0:05:03  lr: 2.913e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.1906 (4.1732)  acc1: 37.5000 (37.0546)  acc5: 61.7188 (59.7184)  time: 0.4773  data: 0.0004  max mem: 42896
Epoch: [70]  [ 630/1251]  eta: 0:04:58  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9872 (4.1738)  acc1: 37.5000 (37.0363)  acc5: 62.1094 (59.7050)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [70]  [ 640/1251]  eta: 0:04:53  lr: 2.913e-02  img/s: 5.10e+02  pen: 4.3e-02  loss: 4.3889 (4.1755)  acc1: 36.3281 (37.0033)  acc5: 61.7188 (59.6492)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [70]  [ 650/1251]  eta: 0:04:48  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.9898 (4.1722)  acc1: 36.7188 (37.0176)  acc5: 65.6250 (59.7008)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [70]  [ 660/1251]  eta: 0:04:44  lr: 2.913e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.3090 (4.1756)  acc1: 36.3281 (36.9534)  acc5: 60.1562 (59.6327)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [70]  [ 670/1251]  eta: 0:04:39  lr: 2.913e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.3797 (4.1763)  acc1: 35.9375 (36.9423)  acc5: 60.1562 (59.6108)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [70]  [ 680/1251]  eta: 0:04:34  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.2524 (4.1755)  acc1: 38.6719 (36.9665)  acc5: 61.3281 (59.6285)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [70]  [ 690/1251]  eta: 0:04:29  lr: 2.913e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.1859 (4.1780)  acc1: 40.6250 (36.9426)  acc5: 65.2344 (59.6028)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [70]  [ 700/1251]  eta: 0:04:24  lr: 2.913e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.3505 (4.1806)  acc1: 39.0625 (36.8865)  acc5: 65.2344 (59.5567)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [70]  [ 710/1251]  eta: 0:04:19  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3505 (4.1812)  acc1: 37.1094 (36.8643)  acc5: 61.3281 (59.5404)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [70]  [ 720/1251]  eta: 0:04:15  lr: 2.913e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.7626 (4.1876)  acc1: 32.8125 (36.7773)  acc5: 52.7344 (59.4378)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [70]  [ 730/1251]  eta: 0:04:10  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.7264 (4.1866)  acc1: 32.8125 (36.7855)  acc5: 52.7344 (59.4637)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [70]  [ 740/1251]  eta: 0:04:05  lr: 2.913e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.5103 (4.1923)  acc1: 36.7188 (36.7050)  acc5: 62.5000 (59.3734)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [70]  [ 750/1251]  eta: 0:04:00  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.7241 (4.1983)  acc1: 28.1250 (36.6256)  acc5: 48.8281 (59.2949)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [70]  [ 760/1251]  eta: 0:03:55  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.8479 (4.2056)  acc1: 24.6094 (36.5062)  acc5: 45.7031 (59.1322)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [70]  [ 770/1251]  eta: 0:03:50  lr: 2.913e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.8479 (4.2075)  acc1: 24.6094 (36.4614)  acc5: 45.3125 (59.0720)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [70]  [ 780/1251]  eta: 0:03:46  lr: 2.913e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.4354 (4.2086)  acc1: 35.1562 (36.4542)  acc5: 58.5938 (59.0574)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [70]  [ 790/1251]  eta: 0:03:41  lr: 2.913e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 4.5346 (4.2138)  acc1: 35.1562 (36.4323)  acc5: 60.1562 (59.0209)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [70]  [ 800/1251]  eta: 0:03:36  lr: 2.913e-02  img/s: 5.02e+02  pen: 4.4e-02  loss: 4.6090 (4.2171)  acc1: 34.3750 (36.4013)  acc5: 58.5938 (58.9863)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [70]  [ 810/1251]  eta: 0:03:31  lr: 2.913e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 4.3202 (4.2127)  acc1: 41.0156 (36.4577)  acc5: 64.0625 (59.0441)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [70]  [ 820/1251]  eta: 0:03:26  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.4605 (4.2069)  acc1: 44.1406 (36.5203)  acc5: 66.4062 (59.1243)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [70]  [ 830/1251]  eta: 0:03:21  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.7258 (4.2027)  acc1: 42.1875 (36.5801)  acc5: 67.1875 (59.2006)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [70]  [ 840/1251]  eta: 0:03:17  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.7868 (4.2003)  acc1: 41.0156 (36.6031)  acc5: 67.1875 (59.2380)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [70]  [ 850/1251]  eta: 0:03:12  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.9708 (4.1983)  acc1: 39.0625 (36.6146)  acc5: 65.2344 (59.2570)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [70]  [ 860/1251]  eta: 0:03:07  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4165 (4.1997)  acc1: 37.5000 (36.6149)  acc5: 61.3281 (59.2548)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [70]  [ 870/1251]  eta: 0:03:02  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4312 (4.1986)  acc1: 37.8906 (36.6667)  acc5: 60.5469 (59.2992)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [70]  [ 880/1251]  eta: 0:02:57  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.5207 (4.2002)  acc1: 37.8906 (36.6221)  acc5: 59.3750 (59.2287)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [70]  [ 890/1251]  eta: 0:02:53  lr: 2.913e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.9521 (4.1974)  acc1: 35.9375 (36.6311)  acc5: 56.6406 (59.2487)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [70]  [ 900/1251]  eta: 0:02:48  lr: 2.913e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 3.9521 (4.1986)  acc1: 39.0625 (36.6017)  acc5: 60.9375 (59.2107)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [70]  [ 910/1251]  eta: 0:02:43  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.5071 (4.2004)  acc1: 35.9375 (36.6017)  acc5: 60.5469 (59.2078)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [70]  [ 920/1251]  eta: 0:02:38  lr: 2.913e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.6210 (4.2037)  acc1: 34.3750 (36.5597)  acc5: 59.3750 (59.1680)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [70]  [ 930/1251]  eta: 0:02:33  lr: 2.913e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.5545 (4.2023)  acc1: 34.7656 (36.5904)  acc5: 60.5469 (59.2156)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [70]  [ 940/1251]  eta: 0:02:29  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4004 (4.2046)  acc1: 36.7188 (36.5660)  acc5: 60.9375 (59.2177)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [70]  [ 950/1251]  eta: 0:02:24  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.3578 (4.2038)  acc1: 38.6719 (36.5906)  acc5: 60.9375 (59.2362)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [70]  [ 960/1251]  eta: 0:02:19  lr: 2.913e-02  img/s: 5.06e+02  pen: 4.5e-02  loss: 4.0269 (4.2018)  acc1: 40.2344 (36.5952)  acc5: 63.2812 (59.2441)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [70]  [ 970/1251]  eta: 0:02:14  lr: 2.913e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.2556 (4.2027)  acc1: 37.5000 (36.5775)  acc5: 61.7188 (59.2366)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [70]  [ 980/1251]  eta: 0:02:09  lr: 2.913e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.5045 (4.2046)  acc1: 35.5469 (36.5523)  acc5: 60.5469 (59.2141)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [70]  [ 990/1251]  eta: 0:02:04  lr: 2.913e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.5045 (4.2054)  acc1: 35.5469 (36.5418)  acc5: 60.5469 (59.1901)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [70]  [1000/1251]  eta: 0:02:00  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1861 (4.2047)  acc1: 33.9844 (36.5416)  acc5: 57.0312 (59.1896)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [70]  [1010/1251]  eta: 0:01:55  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.0496 (4.2034)  acc1: 38.2812 (36.5708)  acc5: 63.2812 (59.2239)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [70]  [1020/1251]  eta: 0:01:50  lr: 2.913e-02  img/s: 5.38e+02  pen: 4.8e-02  loss: 4.3723 (4.2067)  acc1: 36.3281 (36.5156)  acc5: 62.1094 (59.1715)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [70]  [1030/1251]  eta: 0:01:45  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.7774 (4.2051)  acc1: 33.5938 (36.5403)  acc5: 57.4219 (59.1875)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [70]  [1040/1251]  eta: 0:01:41  lr: 2.913e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.6161 (4.2078)  acc1: 36.3281 (36.5037)  acc5: 58.5938 (59.1412)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [70]  [1050/1251]  eta: 0:01:36  lr: 2.913e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.6161 (4.2098)  acc1: 35.5469 (36.5017)  acc5: 54.6875 (59.1271)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [70]  [1060/1251]  eta: 0:01:31  lr: 2.913e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.5273 (4.2090)  acc1: 35.5469 (36.5361)  acc5: 59.7656 (59.1692)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [70]  [1070/1251]  eta: 0:01:26  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1751 (4.2104)  acc1: 38.6719 (36.5265)  acc5: 62.5000 (59.1656)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [70]  [1080/1251]  eta: 0:01:21  lr: 2.913e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.1751 (4.2082)  acc1: 38.6719 (36.5399)  acc5: 62.5000 (59.2023)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [70]  [1090/1251]  eta: 0:01:17  lr: 2.913e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.2438 (4.2101)  acc1: 34.7656 (36.5197)  acc5: 61.7188 (59.1852)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [70]  [1100/1251]  eta: 0:01:12  lr: 2.913e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.4508 (4.2106)  acc1: 34.3750 (36.5215)  acc5: 57.8125 (59.1859)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [70]  [1110/1251]  eta: 0:01:07  lr: 2.913e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.3017 (4.2101)  acc1: 37.1094 (36.5212)  acc5: 59.3750 (59.1908)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [70]  [1120/1251]  eta: 0:01:02  lr: 2.913e-02  img/s: 5.09e+02  pen: 4.3e-02  loss: 4.0962 (4.2082)  acc1: 41.4062 (36.5557)  acc5: 62.5000 (59.2367)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [70]  [1130/1251]  eta: 0:00:57  lr: 2.913e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.0962 (4.2088)  acc1: 41.4062 (36.5312)  acc5: 62.5000 (59.2123)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [70]  [1140/1251]  eta: 0:00:53  lr: 2.913e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.5973 (4.2047)  acc1: 42.1875 (36.5770)  acc5: 66.0156 (59.2754)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [70]  [1150/1251]  eta: 0:00:48  lr: 2.913e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 3.6070 (4.2038)  acc1: 42.5781 (36.5816)  acc5: 66.0156 (59.2817)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [70]  [1160/1251]  eta: 0:00:43  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2787 (4.2048)  acc1: 38.6719 (36.5788)  acc5: 62.8906 (59.2670)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [70]  [1170/1251]  eta: 0:00:38  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2902 (4.2055)  acc1: 35.5469 (36.5693)  acc5: 57.4219 (59.2592)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [70]  [1180/1251]  eta: 0:00:33  lr: 2.913e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.5481 (4.2083)  acc1: 35.5469 (36.5305)  acc5: 56.6406 (59.2050)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [70]  [1190/1251]  eta: 0:00:29  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.2600 (4.2068)  acc1: 37.5000 (36.5400)  acc5: 60.9375 (59.2136)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [70]  [1200/1251]  eta: 0:00:24  lr: 2.913e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.1920 (4.2084)  acc1: 37.5000 (36.5041)  acc5: 62.8906 (59.1808)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [70]  [1210/1251]  eta: 0:00:19  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4716 (4.2089)  acc1: 36.3281 (36.5071)  acc5: 58.5938 (59.1821)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [70]  [1220/1251]  eta: 0:00:14  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.4716 (4.2107)  acc1: 36.3281 (36.5057)  acc5: 58.5938 (59.1792)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [70]  [1230/1251]  eta: 0:00:10  lr: 2.913e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.4201 (4.2101)  acc1: 39.4531 (36.5217)  acc5: 62.8906 (59.2027)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [70]  [1240/1251]  eta: 0:00:05  lr: 2.913e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.2265 (4.2107)  acc1: 41.7969 (36.5349)  acc5: 64.0625 (59.2151)  time: 0.4741  data: 0.0005  max mem: 42896
Epoch: [70]  [1250/1251]  eta: 0:00:00  lr: 2.913e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.2573 (4.2110)  acc1: 40.6250 (36.5442)  acc5: 61.7188 (59.2120)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [70] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:42  loss: 2.4230 (2.4230)  acc1: 75.7812 (75.7812)  acc5: 90.6250 (90.6250)  time: 3.3096  data: 3.0573  max mem: 42896
Test:  Total time: 0:00:17
Test:  Acc@1 56.080 Acc@5 80.414 Loss: 2.987
Test: EMA  [ 0/49]  eta: 0:02:24  loss: nan (nan)  acc1: 25.0000 (25.0000)  acc5: 48.8281 (48.8281)  time: 2.9583  data: 2.7048  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 18.806 Acc@5 33.036 Loss: nan
Epoch: [71]  [   0/1251]  eta: 1:24:17  lr: 2.910e-02  img/s: 5.12e+02  pen: 4.7e-02  loss: 4.4566 (4.4566)  acc1: 36.7188 (36.7188)  acc5: 62.5000 (62.5000)  time: 4.0426  data: 3.5423  max mem: 42896
Epoch: [71]  [  10/1251]  eta: 0:16:29  lr: 2.910e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.4566 (4.3334)  acc1: 36.3281 (38.1747)  acc5: 62.1094 (61.5412)  time: 0.7972  data: 0.3223  max mem: 42896
Epoch: [71]  [  20/1251]  eta: 0:13:11  lr: 2.910e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.3910 (4.2755)  acc1: 36.3281 (37.4256)  acc5: 59.3750 (60.0260)  time: 0.4728  data: 0.0003  max mem: 42896
Epoch: [71]  [  30/1251]  eta: 0:11:58  lr: 2.910e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 3.7386 (4.1218)  acc1: 41.4062 (38.9743)  acc5: 67.1875 (61.5549)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [71]  [  40/1251]  eta: 0:11:19  lr: 2.910e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.4876 (4.1033)  acc1: 42.1875 (39.0625)  acc5: 67.1875 (61.5758)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [71]  [  50/1251]  eta: 0:10:53  lr: 2.910e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.5106 (4.1983)  acc1: 32.4219 (37.4770)  acc5: 53.5156 (59.6737)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [71]  [  60/1251]  eta: 0:10:33  lr: 2.910e-02  img/s: 5.43e+02  pen: 3.9e-02  loss: 4.7969 (4.2454)  acc1: 28.9062 (36.8724)  acc5: 51.1719 (59.0676)  time: 0.4730  data: 0.0003  max mem: 42896
Epoch: [71]  [  70/1251]  eta: 0:10:19  lr: 2.910e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.7942 (4.2777)  acc1: 34.7656 (36.5317)  acc5: 55.4688 (58.7093)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [71]  [  80/1251]  eta: 0:10:06  lr: 2.910e-02  img/s: 5.43e+02  pen: 4.5e-02  loss: 4.5400 (4.2914)  acc1: 35.1562 (36.4005)  acc5: 57.8125 (58.7143)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [71]  [  90/1251]  eta: 0:09:55  lr: 2.910e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.2192 (4.2854)  acc1: 39.8438 (36.2036)  acc5: 62.5000 (58.5294)  time: 0.4730  data: 0.0003  max mem: 42896
Epoch: [71]  [ 100/1251]  eta: 0:09:46  lr: 2.910e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 3.7589 (4.2473)  acc1: 42.5781 (36.5756)  acc5: 64.8438 (58.9573)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [71]  [ 110/1251]  eta: 0:09:37  lr: 2.910e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 3.5334 (4.2291)  acc1: 42.5781 (36.8841)  acc5: 66.4062 (59.1181)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [71]  [ 120/1251]  eta: 0:09:29  lr: 2.910e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.8466 (4.2131)  acc1: 41.0156 (37.1352)  acc5: 64.8438 (59.4718)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [71]  [ 130/1251]  eta: 0:09:21  lr: 2.910e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.4202 (4.2296)  acc1: 38.2812 (36.9633)  acc5: 60.5469 (59.2945)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [71]  [ 140/1251]  eta: 0:09:14  lr: 2.910e-02  img/s: 5.38e+02  pen: 4.9e-02  loss: 4.6186 (4.2255)  acc1: 34.3750 (36.9404)  acc5: 57.8125 (59.3944)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [71]  [ 150/1251]  eta: 0:09:07  lr: 2.910e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.4888 (4.2148)  acc1: 37.1094 (37.0757)  acc5: 60.9375 (59.4759)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [71]  [ 160/1251]  eta: 0:09:01  lr: 2.910e-02  img/s: 5.09e+02  pen: 4.2e-02  loss: 3.6066 (4.1916)  acc1: 41.7969 (37.3496)  acc5: 67.1875 (59.8481)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [71]  [ 170/1251]  eta: 0:08:55  lr: 2.910e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 3.7702 (4.1815)  acc1: 41.7969 (37.4429)  acc5: 67.1875 (59.9963)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [71]  [ 180/1251]  eta: 0:08:48  lr: 2.910e-02  img/s: 5.38e+02  pen: 4.8e-02  loss: 4.2411 (4.1855)  acc1: 38.6719 (37.3835)  acc5: 62.1094 (59.9081)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [71]  [ 190/1251]  eta: 0:08:42  lr: 2.910e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.3874 (4.2045)  acc1: 35.5469 (37.2812)  acc5: 59.3750 (59.8127)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [71]  [ 200/1251]  eta: 0:08:37  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3452 (4.1966)  acc1: 36.7188 (37.4145)  acc5: 60.1562 (59.9250)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [71]  [ 210/1251]  eta: 0:08:31  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.9112 (4.2012)  acc1: 40.2344 (37.3686)  acc5: 64.8438 (59.8767)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [71]  [ 220/1251]  eta: 0:08:25  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0858 (4.1904)  acc1: 40.2344 (37.5513)  acc5: 64.4531 (60.0749)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [71]  [ 230/1251]  eta: 0:08:20  lr: 2.910e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.2272 (4.1953)  acc1: 39.8438 (37.3935)  acc5: 64.0625 (59.9297)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [71]  [ 240/1251]  eta: 0:08:14  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1862 (4.1885)  acc1: 37.5000 (37.3541)  acc5: 63.2812 (59.8694)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [71]  [ 250/1251]  eta: 0:08:09  lr: 2.910e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.6864 (4.1841)  acc1: 43.7500 (37.4191)  acc5: 66.4062 (59.9166)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [71]  [ 260/1251]  eta: 0:08:03  lr: 2.910e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 4.0551 (4.1884)  acc1: 38.2812 (37.3159)  acc5: 58.5938 (59.8180)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [71]  [ 270/1251]  eta: 0:07:58  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.4549 (4.1905)  acc1: 37.8906 (37.2996)  acc5: 60.5469 (59.8002)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [71]  [ 280/1251]  eta: 0:07:53  lr: 2.910e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.2998 (4.1943)  acc1: 38.6719 (37.2067)  acc5: 61.7188 (59.6794)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [71]  [ 290/1251]  eta: 0:07:47  lr: 2.910e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.3816 (4.1971)  acc1: 38.2812 (37.2087)  acc5: 61.7188 (59.6274)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [71]  [ 300/1251]  eta: 0:07:42  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.1711 (4.1987)  acc1: 38.6719 (37.1431)  acc5: 61.7188 (59.5762)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [71]  [ 310/1251]  eta: 0:07:37  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.8470 (4.1895)  acc1: 41.7969 (37.2588)  acc5: 67.1875 (59.7116)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [71]  [ 320/1251]  eta: 0:07:32  lr: 2.910e-02  img/s: 5.07e+02  pen: 4.8e-02  loss: 3.8470 (4.1881)  acc1: 41.4062 (37.2298)  acc5: 66.4062 (59.6719)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [71]  [ 330/1251]  eta: 0:07:27  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.2668 (4.1847)  acc1: 39.4531 (37.3065)  acc5: 62.1094 (59.7397)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [71]  [ 340/1251]  eta: 0:07:22  lr: 2.910e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.2964 (4.1877)  acc1: 39.4531 (37.2171)  acc5: 62.1094 (59.6110)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [71]  [ 350/1251]  eta: 0:07:16  lr: 2.910e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 4.3158 (4.1924)  acc1: 38.2812 (37.1405)  acc5: 62.8906 (59.5419)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [71]  [ 360/1251]  eta: 0:07:11  lr: 2.910e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.3573 (4.1994)  acc1: 35.5469 (37.0802)  acc5: 55.4688 (59.4713)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [71]  [ 370/1251]  eta: 0:07:06  lr: 2.910e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.3272 (4.1964)  acc1: 37.1094 (37.1473)  acc5: 60.9375 (59.5666)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [71]  [ 380/1251]  eta: 0:07:01  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0831 (4.1924)  acc1: 41.7969 (37.2037)  acc5: 64.4531 (59.6621)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [71]  [ 390/1251]  eta: 0:06:56  lr: 2.910e-02  img/s: 5.38e+02  pen: 3.7e-02  loss: 4.2665 (4.2060)  acc1: 36.7188 (37.0105)  acc5: 60.1562 (59.4819)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [71]  [ 400/1251]  eta: 0:06:51  lr: 2.910e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 4.6153 (4.2072)  acc1: 32.0312 (37.0110)  acc5: 57.4219 (59.4938)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [71]  [ 410/1251]  eta: 0:06:46  lr: 2.910e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.3032 (4.2070)  acc1: 38.2812 (37.0951)  acc5: 61.7188 (59.5565)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [71]  [ 420/1251]  eta: 0:06:41  lr: 2.910e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.3434 (4.2098)  acc1: 37.1094 (37.0546)  acc5: 61.7188 (59.5262)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [71]  [ 430/1251]  eta: 0:06:36  lr: 2.910e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.7508 (4.2177)  acc1: 31.2500 (36.9109)  acc5: 51.9531 (59.3442)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [71]  [ 440/1251]  eta: 0:06:31  lr: 2.910e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.6653 (4.2140)  acc1: 32.4219 (36.9340)  acc5: 53.5156 (59.3697)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [71]  [ 450/1251]  eta: 0:06:26  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8058 (4.2126)  acc1: 42.5781 (36.9829)  acc5: 64.4531 (59.4131)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [71]  [ 460/1251]  eta: 0:06:21  lr: 2.910e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.2153 (4.2186)  acc1: 41.0156 (36.9052)  acc5: 63.2812 (59.3072)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [71]  [ 470/1251]  eta: 0:06:16  lr: 2.910e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.4739 (4.2162)  acc1: 36.3281 (36.9120)  acc5: 57.0312 (59.3302)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [71]  [ 480/1251]  eta: 0:06:11  lr: 2.910e-02  img/s: 5.09e+02  pen: 4.3e-02  loss: 3.8183 (4.2101)  acc1: 44.5312 (36.9965)  acc5: 66.4062 (59.4115)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [71]  [ 490/1251]  eta: 0:06:07  lr: 2.910e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 4.0633 (4.2113)  acc1: 39.8438 (36.9662)  acc5: 66.0156 (59.4076)  time: 0.4773  data: 0.0004  max mem: 42896
Epoch: [71]  [ 500/1251]  eta: 0:06:02  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0677 (4.2096)  acc1: 38.6719 (37.0010)  acc5: 61.3281 (59.4452)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [71]  [ 510/1251]  eta: 0:05:57  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3565 (4.2090)  acc1: 38.6719 (36.9939)  acc5: 60.9375 (59.4362)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [71]  [ 520/1251]  eta: 0:05:52  lr: 2.910e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.5207 (4.2122)  acc1: 33.9844 (36.9444)  acc5: 57.4219 (59.4057)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [71]  [ 530/1251]  eta: 0:05:47  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3086 (4.2152)  acc1: 32.4219 (36.9166)  acc5: 56.6406 (59.3654)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [71]  [ 540/1251]  eta: 0:05:42  lr: 2.910e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3086 (4.2185)  acc1: 34.3750 (36.9195)  acc5: 60.1562 (59.3620)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [71]  [ 550/1251]  eta: 0:05:37  lr: 2.910e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.6556 (4.2211)  acc1: 34.3750 (36.8818)  acc5: 55.4688 (59.3013)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [71]  [ 560/1251]  eta: 0:05:32  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.3279 (4.2165)  acc1: 34.7656 (36.9012)  acc5: 57.8125 (59.3332)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [71]  [ 570/1251]  eta: 0:05:27  lr: 2.910e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 3.4577 (4.2132)  acc1: 44.9219 (36.9459)  acc5: 69.5312 (59.3983)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [71]  [ 580/1251]  eta: 0:05:22  lr: 2.910e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.2380 (4.2181)  acc1: 36.3281 (36.8613)  acc5: 58.9844 (59.2970)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [71]  [ 590/1251]  eta: 0:05:18  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.5358 (4.2157)  acc1: 36.3281 (36.8952)  acc5: 58.5938 (59.3486)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [71]  [ 600/1251]  eta: 0:05:13  lr: 2.910e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.3312 (4.2169)  acc1: 36.7188 (36.8767)  acc5: 60.5469 (59.3185)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [71]  [ 610/1251]  eta: 0:05:08  lr: 2.910e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 4.3312 (4.2165)  acc1: 36.3281 (36.8620)  acc5: 57.4219 (59.3207)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [71]  [ 620/1251]  eta: 0:05:03  lr: 2.910e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.5961 (4.2196)  acc1: 33.2031 (36.8288)  acc5: 58.5938 (59.2964)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [71]  [ 630/1251]  eta: 0:04:58  lr: 2.910e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.4433 (4.2178)  acc1: 36.7188 (36.8221)  acc5: 59.7656 (59.3125)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [71]  [ 640/1251]  eta: 0:04:53  lr: 2.910e-02  img/s: 5.02e+02  pen: 4.5e-02  loss: 4.4682 (4.2258)  acc1: 31.6406 (36.6956)  acc5: 57.8125 (59.1605)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [71]  [ 650/1251]  eta: 0:04:48  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.7278 (4.2273)  acc1: 30.4688 (36.6629)  acc5: 51.9531 (59.1368)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [71]  [ 660/1251]  eta: 0:04:43  lr: 2.910e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.0363 (4.2225)  acc1: 38.6719 (36.7152)  acc5: 63.2812 (59.2113)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [71]  [ 670/1251]  eta: 0:04:39  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9542 (4.2171)  acc1: 42.1875 (36.7700)  acc5: 65.6250 (59.2883)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [71]  [ 680/1251]  eta: 0:04:34  lr: 2.910e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 3.9813 (4.2213)  acc1: 36.7188 (36.7090)  acc5: 61.3281 (59.2075)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [71]  [ 690/1251]  eta: 0:04:29  lr: 2.910e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.5688 (4.2222)  acc1: 34.3750 (36.7069)  acc5: 55.4688 (59.2133)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [71]  [ 700/1251]  eta: 0:04:24  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.1921 (4.2223)  acc1: 39.8438 (36.7015)  acc5: 62.1094 (59.2028)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [71]  [ 710/1251]  eta: 0:04:19  lr: 2.910e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.1020 (4.2188)  acc1: 40.6250 (36.7517)  acc5: 62.5000 (59.2508)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [71]  [ 720/1251]  eta: 0:04:14  lr: 2.910e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3059 (4.2234)  acc1: 38.2812 (36.6965)  acc5: 56.6406 (59.1827)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [71]  [ 730/1251]  eta: 0:04:10  lr: 2.910e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.3046 (4.2197)  acc1: 39.0625 (36.7652)  acc5: 62.1094 (59.2697)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [71]  [ 740/1251]  eta: 0:04:05  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.5837 (4.2145)  acc1: 43.7500 (36.8094)  acc5: 67.5781 (59.3307)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [71]  [ 750/1251]  eta: 0:04:00  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.9504 (4.2164)  acc1: 42.1875 (36.7817)  acc5: 67.5781 (59.2933)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [71]  [ 760/1251]  eta: 0:03:55  lr: 2.910e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.6922 (4.2194)  acc1: 32.4219 (36.7562)  acc5: 55.4688 (59.2605)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [71]  [ 770/1251]  eta: 0:03:50  lr: 2.910e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.5356 (4.2198)  acc1: 33.5938 (36.7486)  acc5: 56.2500 (59.2372)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [71]  [ 780/1251]  eta: 0:03:45  lr: 2.910e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.5922 (4.2227)  acc1: 33.5938 (36.7072)  acc5: 55.0781 (59.1874)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [71]  [ 790/1251]  eta: 0:03:41  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.8331 (4.2271)  acc1: 30.0781 (36.6501)  acc5: 53.5156 (59.1286)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [71]  [ 800/1251]  eta: 0:03:36  lr: 2.910e-02  img/s: 5.09e+02  pen: 4.4e-02  loss: 4.0349 (4.2206)  acc1: 36.3281 (36.7129)  acc5: 59.7656 (59.2214)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [71]  [ 810/1251]  eta: 0:03:31  lr: 2.910e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.0349 (4.2216)  acc1: 40.2344 (36.6971)  acc5: 65.6250 (59.2185)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [71]  [ 820/1251]  eta: 0:03:26  lr: 2.910e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.0806 (4.2172)  acc1: 39.8438 (36.7444)  acc5: 62.1094 (59.2936)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [71]  [ 830/1251]  eta: 0:03:21  lr: 2.910e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.7098 (4.2175)  acc1: 37.8906 (36.7122)  acc5: 61.3281 (59.2645)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [71]  [ 840/1251]  eta: 0:03:17  lr: 2.910e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.4674 (4.2183)  acc1: 32.4219 (36.7113)  acc5: 56.2500 (59.2570)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [71]  [ 850/1251]  eta: 0:03:12  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.1690 (4.2177)  acc1: 39.4531 (36.7132)  acc5: 63.2812 (59.2745)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [71]  [ 860/1251]  eta: 0:03:07  lr: 2.910e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.1488 (4.2176)  acc1: 39.4531 (36.7269)  acc5: 63.6719 (59.3097)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [71]  [ 870/1251]  eta: 0:03:02  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.4904 (4.2180)  acc1: 38.2812 (36.7210)  acc5: 62.8906 (59.3032)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [71]  [ 880/1251]  eta: 0:02:57  lr: 2.910e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.5356 (4.2219)  acc1: 30.8594 (36.6611)  acc5: 54.2969 (59.2331)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [71]  [ 890/1251]  eta: 0:02:52  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.5037 (4.2199)  acc1: 30.8594 (36.6819)  acc5: 53.1250 (59.2522)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [71]  [ 900/1251]  eta: 0:02:48  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.6882 (4.2136)  acc1: 42.5781 (36.7699)  acc5: 67.1875 (59.3551)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [71]  [ 910/1251]  eta: 0:02:43  lr: 2.910e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.6882 (4.2122)  acc1: 42.5781 (36.7668)  acc5: 67.1875 (59.3733)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [71]  [ 920/1251]  eta: 0:02:38  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5811 (4.2144)  acc1: 32.8125 (36.7332)  acc5: 57.0312 (59.3211)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [71]  [ 930/1251]  eta: 0:02:33  lr: 2.910e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.4357 (4.2131)  acc1: 37.8906 (36.7368)  acc5: 57.0312 (59.3377)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [71]  [ 940/1251]  eta: 0:02:28  lr: 2.910e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.2958 (4.2130)  acc1: 38.2812 (36.7316)  acc5: 65.6250 (59.3264)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [71]  [ 950/1251]  eta: 0:02:24  lr: 2.910e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.2958 (4.2135)  acc1: 37.8906 (36.7541)  acc5: 64.4531 (59.3606)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [71]  [ 960/1251]  eta: 0:02:19  lr: 2.910e-02  img/s: 5.08e+02  pen: 4.6e-02  loss: 4.4561 (4.2138)  acc1: 38.2812 (36.7757)  acc5: 64.4531 (59.3783)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [71]  [ 970/1251]  eta: 0:02:14  lr: 2.910e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.5302 (4.2154)  acc1: 38.2812 (36.7690)  acc5: 57.8125 (59.3585)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [71]  [ 980/1251]  eta: 0:02:09  lr: 2.910e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.2855 (4.2129)  acc1: 40.2344 (36.7940)  acc5: 63.6719 (59.3686)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [71]  [ 990/1251]  eta: 0:02:04  lr: 2.910e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.0410 (4.2137)  acc1: 38.2812 (36.7996)  acc5: 58.9844 (59.3837)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [71]  [1000/1251]  eta: 0:02:00  lr: 2.910e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.4733 (4.2130)  acc1: 36.7188 (36.7991)  acc5: 61.7188 (59.3922)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [71]  [1010/1251]  eta: 0:01:55  lr: 2.910e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.4733 (4.2163)  acc1: 34.7656 (36.7698)  acc5: 60.5469 (59.3731)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [71]  [1020/1251]  eta: 0:01:50  lr: 2.910e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.4687 (4.2149)  acc1: 33.2031 (36.7689)  acc5: 57.8125 (59.3681)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [71]  [1030/1251]  eta: 0:01:45  lr: 2.910e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.5060 (4.2165)  acc1: 35.9375 (36.7407)  acc5: 58.5938 (59.3470)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [71]  [1040/1251]  eta: 0:01:40  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.7701 (4.2189)  acc1: 32.0312 (36.7079)  acc5: 57.4219 (59.3026)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [71]  [1050/1251]  eta: 0:01:36  lr: 2.910e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.6273 (4.2203)  acc1: 31.6406 (36.6942)  acc5: 53.9062 (59.2862)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [71]  [1060/1251]  eta: 0:01:31  lr: 2.910e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.4401 (4.2210)  acc1: 34.7656 (36.7044)  acc5: 57.4219 (59.2940)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [71]  [1070/1251]  eta: 0:01:26  lr: 2.910e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.9541 (4.2198)  acc1: 39.4531 (36.7363)  acc5: 60.9375 (59.3352)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [71]  [1080/1251]  eta: 0:01:21  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.8010 (4.2175)  acc1: 42.5781 (36.7578)  acc5: 65.2344 (59.3598)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [71]  [1090/1251]  eta: 0:01:17  lr: 2.910e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.6276 (4.2136)  acc1: 41.7969 (36.8075)  acc5: 67.1875 (59.4241)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [71]  [1100/1251]  eta: 0:01:12  lr: 2.910e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.8043 (4.2135)  acc1: 42.1875 (36.8160)  acc5: 67.1875 (59.4279)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [71]  [1110/1251]  eta: 0:01:07  lr: 2.910e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.0048 (4.2131)  acc1: 42.9688 (36.8256)  acc5: 65.2344 (59.4316)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [71]  [1120/1251]  eta: 0:01:02  lr: 2.910e-02  img/s: 4.98e+02  pen: 4.4e-02  loss: 3.8235 (4.2106)  acc1: 42.9688 (36.8613)  acc5: 65.2344 (59.4684)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [71]  [1130/1251]  eta: 0:00:57  lr: 2.910e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.7374 (4.2097)  acc1: 42.9688 (36.8728)  acc5: 65.6250 (59.4645)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [71]  [1140/1251]  eta: 0:00:53  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7374 (4.2072)  acc1: 39.4531 (36.8999)  acc5: 66.7969 (59.4948)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [71]  [1150/1251]  eta: 0:00:48  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.7151 (4.2071)  acc1: 40.6250 (36.8895)  acc5: 67.1875 (59.4788)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [71]  [1160/1251]  eta: 0:00:43  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.7713 (4.2053)  acc1: 40.6250 (36.9122)  acc5: 65.2344 (59.4934)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [71]  [1170/1251]  eta: 0:00:38  lr: 2.910e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 3.7713 (4.2036)  acc1: 42.1875 (36.9469)  acc5: 65.2344 (59.5188)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [71]  [1180/1251]  eta: 0:00:33  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.4826 (4.2060)  acc1: 39.4531 (36.9390)  acc5: 62.1094 (59.4980)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [71]  [1190/1251]  eta: 0:00:29  lr: 2.910e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.4826 (4.2027)  acc1: 39.4531 (36.9765)  acc5: 62.1094 (59.5426)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [71]  [1200/1251]  eta: 0:00:24  lr: 2.910e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.3818 (4.2014)  acc1: 43.3594 (36.9868)  acc5: 68.7500 (59.5480)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [71]  [1210/1251]  eta: 0:00:19  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.7340 (4.2003)  acc1: 39.0625 (37.0042)  acc5: 66.0156 (59.5779)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [71]  [1220/1251]  eta: 0:00:14  lr: 2.910e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.6120 (4.1954)  acc1: 44.5312 (37.0668)  acc5: 67.9688 (59.6463)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [71]  [1230/1251]  eta: 0:00:10  lr: 2.910e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 3.4477 (4.1942)  acc1: 44.9219 (37.0757)  acc5: 67.5781 (59.6622)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [71]  [1240/1251]  eta: 0:00:05  lr: 2.910e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.0013 (4.1931)  acc1: 40.2344 (37.0949)  acc5: 66.0156 (59.6863)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [71]  [1250/1251]  eta: 0:00:00  lr: 2.910e-02  img/s: 5.42e+02  pen: 5.1e-02  loss: 4.2624 (4.1945)  acc1: 38.6719 (37.0778)  acc5: 62.8906 (59.6645)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [71] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:42  loss: 2.3461 (2.3461)  acc1: 73.8281 (73.8281)  acc5: 91.4062 (91.4062)  time: 3.3068  data: 3.0575  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 55.454 Acc@5 79.830 Loss: 2.984
Test: EMA  [ 0/49]  eta: 0:02:25  loss: nan (nan)  acc1: 27.3438 (27.3438)  acc5: 51.9531 (51.9531)  time: 2.9759  data: 2.7293  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 21.156 Acc@5 37.104 Loss: nan
Epoch: [72]  [   0/1251]  eta: 1:14:10  lr: 2.907e-02  img/s: 4.83e+02  pen: 4.1e-02  loss: 4.0540 (4.0540)  acc1: 45.7031 (45.7031)  acc5: 62.8906 (62.8906)  time: 3.5577  data: 3.0281  max mem: 42896
Epoch: [72]  [  10/1251]  eta: 0:16:03  lr: 2.907e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.5909 (4.3114)  acc1: 37.5000 (35.8665)  acc5: 59.7656 (57.5284)  time: 0.7765  data: 0.2983  max mem: 42896
Epoch: [72]  [  20/1251]  eta: 0:12:58  lr: 2.907e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.5792 (4.3257)  acc1: 34.3750 (35.3609)  acc5: 59.3750 (57.5521)  time: 0.4864  data: 0.0128  max mem: 42896
Epoch: [72]  [  30/1251]  eta: 0:11:49  lr: 2.907e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.5318 (4.2829)  acc1: 35.9375 (35.2193)  acc5: 59.7656 (57.6109)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [72]  [  40/1251]  eta: 0:11:13  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0476 (4.2276)  acc1: 38.6719 (36.3948)  acc5: 63.2812 (58.8510)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [72]  [  50/1251]  eta: 0:10:48  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.8972 (4.1305)  acc1: 41.4062 (37.5230)  acc5: 66.7969 (60.3784)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [72]  [  60/1251]  eta: 0:10:30  lr: 2.907e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.0244 (4.1990)  acc1: 41.0156 (36.6611)  acc5: 64.4531 (59.5927)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [72]  [  70/1251]  eta: 0:10:16  lr: 2.907e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.5787 (4.1887)  acc1: 35.9375 (36.9993)  acc5: 58.5938 (59.8922)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [72]  [  80/1251]  eta: 0:10:03  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.3700 (4.2030)  acc1: 40.2344 (37.1721)  acc5: 61.7188 (60.0212)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [72]  [  90/1251]  eta: 0:09:53  lr: 2.907e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.2429 (4.1877)  acc1: 41.7969 (37.6846)  acc5: 64.4531 (60.5555)  time: 0.4734  data: 0.0004  max mem: 42896
Epoch: [72]  [ 100/1251]  eta: 0:09:44  lr: 2.907e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 3.9038 (4.1784)  acc1: 42.5781 (37.9409)  acc5: 66.4062 (60.7828)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [72]  [ 110/1251]  eta: 0:09:35  lr: 2.907e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.4499 (4.2169)  acc1: 37.5000 (37.1586)  acc5: 62.1094 (59.7867)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [72]  [ 120/1251]  eta: 0:09:27  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.2101 (4.1773)  acc1: 41.7969 (37.8357)  acc5: 62.8906 (60.3887)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [72]  [ 130/1251]  eta: 0:09:20  lr: 2.907e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.9788 (4.1718)  acc1: 43.7500 (37.8727)  acc5: 65.2344 (60.5230)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [72]  [ 140/1251]  eta: 0:09:13  lr: 2.907e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.7383 (4.1506)  acc1: 44.5312 (38.0458)  acc5: 66.0156 (60.7214)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [72]  [ 150/1251]  eta: 0:09:06  lr: 2.907e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.5758 (4.1366)  acc1: 43.7500 (38.1959)  acc5: 66.4062 (60.8935)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [72]  [ 160/1251]  eta: 0:09:00  lr: 2.907e-02  img/s: 4.99e+02  pen: 4.2e-02  loss: 4.0907 (4.1357)  acc1: 42.5781 (38.2254)  acc5: 64.0625 (60.8405)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [72]  [ 170/1251]  eta: 0:08:54  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.9049 (4.1199)  acc1: 43.3594 (38.4046)  acc5: 68.7500 (61.1408)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [72]  [ 180/1251]  eta: 0:08:48  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.9049 (4.1248)  acc1: 42.5781 (38.3395)  acc5: 68.7500 (61.1037)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [72]  [ 190/1251]  eta: 0:08:42  lr: 2.907e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 4.1933 (4.1276)  acc1: 38.2812 (38.2649)  acc5: 62.8906 (60.8966)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [72]  [ 200/1251]  eta: 0:08:36  lr: 2.907e-02  img/s: 5.36e+02  pen: 4.7e-02  loss: 4.6247 (4.1536)  acc1: 33.5938 (37.9645)  acc5: 55.0781 (60.6032)  time: 0.4789  data: 0.0003  max mem: 42896
Epoch: [72]  [ 210/1251]  eta: 0:08:31  lr: 2.907e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.5770 (4.1463)  acc1: 37.1094 (37.9739)  acc5: 59.7656 (60.7190)  time: 0.4775  data: 0.0003  max mem: 42896
Epoch: [72]  [ 220/1251]  eta: 0:08:25  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.9030 (4.1525)  acc1: 39.4531 (37.9737)  acc5: 65.6250 (60.6706)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [72]  [ 230/1251]  eta: 0:08:19  lr: 2.907e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.1485 (4.1439)  acc1: 39.4531 (38.1020)  acc5: 63.2812 (60.7988)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [72]  [ 240/1251]  eta: 0:08:14  lr: 2.907e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.7965 (4.1406)  acc1: 41.4062 (38.0284)  acc5: 64.8438 (60.7073)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [72]  [ 250/1251]  eta: 0:08:08  lr: 2.907e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.0797 (4.1465)  acc1: 39.8438 (37.8875)  acc5: 63.6719 (60.6091)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [72]  [ 260/1251]  eta: 0:08:03  lr: 2.907e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.3927 (4.1513)  acc1: 35.1562 (37.8352)  acc5: 58.5938 (60.5080)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [72]  [ 270/1251]  eta: 0:07:58  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3927 (4.1518)  acc1: 35.1562 (37.7522)  acc5: 60.5469 (60.4820)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [72]  [ 280/1251]  eta: 0:07:52  lr: 2.907e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.5943 (4.1592)  acc1: 34.7656 (37.6487)  acc5: 59.3750 (60.3717)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [72]  [ 290/1251]  eta: 0:07:47  lr: 2.907e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.6321 (4.1675)  acc1: 31.2500 (37.5175)  acc5: 55.8594 (60.2086)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [72]  [ 300/1251]  eta: 0:07:42  lr: 2.907e-02  img/s: 5.41e+02  pen: 5.1e-02  loss: 4.4214 (4.1641)  acc1: 35.9375 (37.4585)  acc5: 59.7656 (60.1744)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [72]  [ 310/1251]  eta: 0:07:37  lr: 2.907e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.5301 (4.1551)  acc1: 41.7969 (37.4849)  acc5: 65.2344 (60.1688)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [72]  [ 320/1251]  eta: 0:07:31  lr: 2.907e-02  img/s: 5.11e+02  pen: 4.6e-02  loss: 3.5810 (4.1509)  acc1: 42.5781 (37.4951)  acc5: 65.2344 (60.1696)  time: 0.4772  data: 0.0003  max mem: 42896
Epoch: [72]  [ 330/1251]  eta: 0:07:26  lr: 2.907e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.4861 (4.1622)  acc1: 34.3750 (37.4304)  acc5: 58.5938 (60.0229)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [72]  [ 340/1251]  eta: 0:07:21  lr: 2.907e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.5906 (4.1649)  acc1: 32.8125 (37.4255)  acc5: 57.0312 (59.9982)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [72]  [ 350/1251]  eta: 0:07:16  lr: 2.907e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 4.6065 (4.1757)  acc1: 32.4219 (37.2819)  acc5: 55.0781 (59.8190)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [72]  [ 360/1251]  eta: 0:07:11  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.6065 (4.1708)  acc1: 32.8125 (37.2868)  acc5: 57.0312 (59.8046)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [72]  [ 370/1251]  eta: 0:07:06  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.6211 (4.1834)  acc1: 29.6875 (37.0694)  acc5: 54.2969 (59.5898)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [72]  [ 380/1251]  eta: 0:07:01  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.2538 (4.1777)  acc1: 35.9375 (37.1637)  acc5: 60.9375 (59.7123)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [72]  [ 390/1251]  eta: 0:06:56  lr: 2.907e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.5394 (4.1661)  acc1: 44.1406 (37.3292)  acc5: 68.3594 (59.8855)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [72]  [ 400/1251]  eta: 0:06:51  lr: 2.907e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 3.4013 (4.1605)  acc1: 44.9219 (37.4377)  acc5: 67.9688 (59.9809)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [72]  [ 410/1251]  eta: 0:06:46  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0847 (4.1566)  acc1: 41.7969 (37.4848)  acc5: 66.4062 (60.0631)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [72]  [ 420/1251]  eta: 0:06:41  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.0847 (4.1560)  acc1: 41.4062 (37.5297)  acc5: 66.4062 (60.1099)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [72]  [ 430/1251]  eta: 0:06:36  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.7340 (4.1491)  acc1: 41.7969 (37.6604)  acc5: 65.6250 (60.2251)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [72]  [ 440/1251]  eta: 0:06:31  lr: 2.907e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.4576 (4.1397)  acc1: 43.7500 (37.7533)  acc5: 67.5781 (60.3538)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [72]  [ 450/1251]  eta: 0:06:26  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.3782 (4.1395)  acc1: 42.5781 (37.7408)  acc5: 67.5781 (60.3685)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [72]  [ 460/1251]  eta: 0:06:21  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.8023 (4.1343)  acc1: 39.8438 (37.7534)  acc5: 64.8438 (60.3842)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [72]  [ 470/1251]  eta: 0:06:16  lr: 2.907e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 3.8023 (4.1340)  acc1: 39.8438 (37.7223)  acc5: 64.8438 (60.3752)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [72]  [ 480/1251]  eta: 0:06:11  lr: 2.907e-02  img/s: 4.96e+02  pen: 4.4e-02  loss: 3.7680 (4.1312)  acc1: 42.1875 (37.7509)  acc5: 66.7969 (60.4348)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [72]  [ 490/1251]  eta: 0:06:06  lr: 2.907e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 3.5821 (4.1252)  acc1: 42.9688 (37.7991)  acc5: 67.9688 (60.5087)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [72]  [ 500/1251]  eta: 0:06:01  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.8724 (4.1321)  acc1: 39.8438 (37.6941)  acc5: 65.2344 (60.3878)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [72]  [ 510/1251]  eta: 0:05:56  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.7806 (4.1401)  acc1: 31.2500 (37.6055)  acc5: 52.3438 (60.2770)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [72]  [ 520/1251]  eta: 0:05:52  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4261 (4.1351)  acc1: 37.1094 (37.6612)  acc5: 60.1562 (60.3384)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [72]  [ 530/1251]  eta: 0:05:47  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.1441 (4.1375)  acc1: 41.4062 (37.6655)  acc5: 64.4531 (60.3652)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [72]  [ 540/1251]  eta: 0:05:42  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.1441 (4.1354)  acc1: 39.4531 (37.6870)  acc5: 64.4531 (60.3996)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [72]  [ 550/1251]  eta: 0:05:37  lr: 2.907e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.8271 (4.1312)  acc1: 42.5781 (37.7758)  acc5: 66.4062 (60.4724)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [72]  [ 560/1251]  eta: 0:05:32  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.6905 (4.1277)  acc1: 44.1406 (37.8502)  acc5: 68.3594 (60.5531)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [72]  [ 570/1251]  eta: 0:05:27  lr: 2.907e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 4.0214 (4.1319)  acc1: 39.0625 (37.8154)  acc5: 64.8438 (60.5181)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [72]  [ 580/1251]  eta: 0:05:22  lr: 2.907e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.0808 (4.1297)  acc1: 39.0625 (37.8664)  acc5: 62.8906 (60.5697)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [72]  [ 590/1251]  eta: 0:05:17  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.7078 (4.1244)  acc1: 41.7969 (37.9224)  acc5: 66.4062 (60.6473)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [72]  [ 600/1251]  eta: 0:05:12  lr: 2.907e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.1060 (4.1281)  acc1: 42.1875 (37.9108)  acc5: 64.4531 (60.6379)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [72]  [ 610/1251]  eta: 0:05:08  lr: 2.907e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 4.4663 (4.1276)  acc1: 39.0625 (37.9143)  acc5: 62.8906 (60.6466)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [72]  [ 620/1251]  eta: 0:05:03  lr: 2.907e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.5219 (4.1337)  acc1: 34.7656 (37.8328)  acc5: 58.2031 (60.5569)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [72]  [ 630/1251]  eta: 0:04:58  lr: 2.907e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 4.5219 (4.1321)  acc1: 37.5000 (37.8696)  acc5: 60.1562 (60.5933)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [72]  [ 640/1251]  eta: 0:04:53  lr: 2.907e-02  img/s: 4.93e+02  pen: 4.3e-02  loss: 3.9480 (4.1315)  acc1: 41.4062 (37.8803)  acc5: 64.0625 (60.5920)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [72]  [ 650/1251]  eta: 0:04:48  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.9480 (4.1286)  acc1: 43.7500 (37.9374)  acc5: 66.0156 (60.6399)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [72]  [ 660/1251]  eta: 0:04:43  lr: 2.907e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.3432 (4.1312)  acc1: 39.4531 (37.9066)  acc5: 62.1094 (60.6048)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [72]  [ 670/1251]  eta: 0:04:38  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.3432 (4.1322)  acc1: 37.8906 (37.8970)  acc5: 61.3281 (60.6022)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [72]  [ 680/1251]  eta: 0:04:34  lr: 2.907e-02  img/s: 5.42e+02  pen: 5.1e-02  loss: 4.6802 (4.1388)  acc1: 29.6875 (37.7742)  acc5: 56.2500 (60.4643)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [72]  [ 690/1251]  eta: 0:04:29  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.6011 (4.1387)  acc1: 37.1094 (37.8154)  acc5: 56.6406 (60.4836)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [72]  [ 700/1251]  eta: 0:04:24  lr: 2.907e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.7708 (4.1344)  acc1: 42.1875 (37.8243)  acc5: 66.7969 (60.4900)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [72]  [ 710/1251]  eta: 0:04:19  lr: 2.907e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.3964 (4.1308)  acc1: 42.9688 (37.8456)  acc5: 67.5781 (60.5452)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [72]  [ 720/1251]  eta: 0:04:14  lr: 2.907e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.4675 (4.1264)  acc1: 43.7500 (37.8944)  acc5: 67.9688 (60.5870)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [72]  [ 730/1251]  eta: 0:04:09  lr: 2.907e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 3.4675 (4.1244)  acc1: 43.7500 (37.9179)  acc5: 67.5781 (60.6115)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [72]  [ 740/1251]  eta: 0:04:05  lr: 2.907e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.4581 (4.1305)  acc1: 36.3281 (37.8116)  acc5: 58.2031 (60.4652)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [72]  [ 750/1251]  eta: 0:04:00  lr: 2.907e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.8447 (4.1345)  acc1: 30.4688 (37.7746)  acc5: 51.5625 (60.4236)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [72]  [ 760/1251]  eta: 0:03:55  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.5435 (4.1363)  acc1: 35.9375 (37.7546)  acc5: 58.5938 (60.3883)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [72]  [ 770/1251]  eta: 0:03:50  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2755 (4.1360)  acc1: 38.6719 (37.7685)  acc5: 62.1094 (60.4010)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [72]  [ 780/1251]  eta: 0:03:45  lr: 2.907e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.0089 (4.1365)  acc1: 41.4062 (37.7566)  acc5: 63.6719 (60.3798)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [72]  [ 790/1251]  eta: 0:03:41  lr: 2.907e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.0650 (4.1364)  acc1: 39.4531 (37.7459)  acc5: 63.6719 (60.3938)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [72]  [ 800/1251]  eta: 0:03:36  lr: 2.907e-02  img/s: 5.10e+02  pen: 4.0e-02  loss: 4.0650 (4.1366)  acc1: 39.4531 (37.7590)  acc5: 62.1094 (60.4293)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [72]  [ 810/1251]  eta: 0:03:31  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.2566 (4.1383)  acc1: 40.2344 (37.7596)  acc5: 64.4531 (60.4298)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [72]  [ 820/1251]  eta: 0:03:26  lr: 2.907e-02  img/s: 5.37e+02  pen: 3.7e-02  loss: 4.1004 (4.1344)  acc1: 42.9688 (37.8164)  acc5: 65.2344 (60.4822)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [72]  [ 830/1251]  eta: 0:03:21  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7465 (4.1329)  acc1: 42.9688 (37.8196)  acc5: 66.7969 (60.5046)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [72]  [ 840/1251]  eta: 0:03:16  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7854 (4.1330)  acc1: 40.2344 (37.8340)  acc5: 65.6250 (60.5106)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [72]  [ 850/1251]  eta: 0:03:12  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1553 (4.1341)  acc1: 40.2344 (37.8071)  acc5: 61.7188 (60.4923)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [72]  [ 860/1251]  eta: 0:03:07  lr: 2.907e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.5717 (4.1383)  acc1: 36.3281 (37.7736)  acc5: 59.3750 (60.4530)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [72]  [ 870/1251]  eta: 0:03:02  lr: 2.907e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.5549 (4.1384)  acc1: 37.1094 (37.7731)  acc5: 59.3750 (60.4590)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [72]  [ 880/1251]  eta: 0:02:57  lr: 2.907e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.8205 (4.1361)  acc1: 42.1875 (37.8015)  acc5: 64.4531 (60.4866)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [72]  [ 890/1251]  eta: 0:02:52  lr: 2.907e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.0966 (4.1376)  acc1: 41.4062 (37.8029)  acc5: 65.6250 (60.4894)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [72]  [ 900/1251]  eta: 0:02:48  lr: 2.907e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.3522 (4.1390)  acc1: 38.6719 (37.7939)  acc5: 61.3281 (60.4918)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [72]  [ 910/1251]  eta: 0:02:43  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.2220 (4.1367)  acc1: 40.2344 (37.8426)  acc5: 65.6250 (60.5439)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [72]  [ 920/1251]  eta: 0:02:38  lr: 2.907e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.2448 (4.1411)  acc1: 38.2812 (37.7876)  acc5: 63.6719 (60.4756)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [72]  [ 930/1251]  eta: 0:02:33  lr: 2.907e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 4.7224 (4.1439)  acc1: 31.6406 (37.7450)  acc5: 56.2500 (60.4281)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [72]  [ 940/1251]  eta: 0:02:28  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4543 (4.1422)  acc1: 36.7188 (37.7511)  acc5: 59.3750 (60.4306)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [72]  [ 950/1251]  eta: 0:02:24  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.4832 (4.1391)  acc1: 43.3594 (37.7920)  acc5: 67.1875 (60.4729)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [72]  [ 960/1251]  eta: 0:02:19  lr: 2.907e-02  img/s: 5.08e+02  pen: 4.5e-02  loss: 3.4221 (4.1379)  acc1: 43.3594 (37.8020)  acc5: 67.1875 (60.4798)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [72]  [ 970/1251]  eta: 0:02:14  lr: 2.907e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 3.9484 (4.1367)  acc1: 42.5781 (37.8238)  acc5: 65.2344 (60.4986)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [72]  [ 980/1251]  eta: 0:02:09  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.9061 (4.1369)  acc1: 40.6250 (37.8197)  acc5: 66.4062 (60.4979)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [72]  [ 990/1251]  eta: 0:02:04  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.9061 (4.1377)  acc1: 40.6250 (37.7818)  acc5: 66.4062 (60.4483)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [72]  [1000/1251]  eta: 0:02:00  lr: 2.907e-02  img/s: 5.37e+02  pen: 3.9e-02  loss: 4.1343 (4.1374)  acc1: 40.2344 (37.7950)  acc5: 62.1094 (60.4618)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [72]  [1010/1251]  eta: 0:01:55  lr: 2.907e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 3.9508 (4.1379)  acc1: 40.2344 (37.7894)  acc5: 62.1094 (60.4514)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [72]  [1020/1251]  eta: 0:01:50  lr: 2.907e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.0004 (4.1379)  acc1: 41.0156 (37.8076)  acc5: 64.4531 (60.4803)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [72]  [1030/1251]  eta: 0:01:45  lr: 2.907e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.1083 (4.1396)  acc1: 41.0156 (37.7842)  acc5: 61.7188 (60.4480)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [72]  [1040/1251]  eta: 0:01:40  lr: 2.907e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.3551 (4.1411)  acc1: 35.5469 (37.7788)  acc5: 60.1562 (60.4279)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [72]  [1050/1251]  eta: 0:01:36  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.3724 (4.1414)  acc1: 35.5469 (37.7743)  acc5: 60.1562 (60.4268)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [72]  [1060/1251]  eta: 0:01:31  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.5294 (4.1441)  acc1: 35.5469 (37.7353)  acc5: 57.4219 (60.3915)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [72]  [1070/1251]  eta: 0:01:26  lr: 2.907e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.5294 (4.1450)  acc1: 35.5469 (37.7101)  acc5: 56.6406 (60.3744)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [72]  [1080/1251]  eta: 0:01:21  lr: 2.907e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.1229 (4.1454)  acc1: 36.7188 (37.7132)  acc5: 62.5000 (60.3619)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [72]  [1090/1251]  eta: 0:01:17  lr: 2.907e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 3.7522 (4.1446)  acc1: 39.4531 (37.7234)  acc5: 63.6719 (60.3811)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [72]  [1100/1251]  eta: 0:01:12  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2747 (4.1458)  acc1: 36.7188 (37.6916)  acc5: 61.3281 (60.3574)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [72]  [1110/1251]  eta: 0:01:07  lr: 2.907e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.5024 (4.1482)  acc1: 33.9844 (37.6712)  acc5: 60.1562 (60.3328)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [72]  [1120/1251]  eta: 0:01:02  lr: 2.907e-02  img/s: 5.07e+02  pen: 3.8e-02  loss: 4.2538 (4.1474)  acc1: 39.0625 (37.6847)  acc5: 62.5000 (60.3420)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [72]  [1130/1251]  eta: 0:00:57  lr: 2.907e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.8960 (4.1459)  acc1: 42.1875 (37.6872)  acc5: 63.2812 (60.3345)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [72]  [1140/1251]  eta: 0:00:53  lr: 2.907e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.4488 (4.1443)  acc1: 42.9688 (37.7016)  acc5: 65.6250 (60.3456)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [72]  [1150/1251]  eta: 0:00:48  lr: 2.907e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.0112 (4.1462)  acc1: 41.0156 (37.6965)  acc5: 65.6250 (60.3436)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [72]  [1160/1251]  eta: 0:00:43  lr: 2.907e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.6093 (4.1482)  acc1: 35.5469 (37.6676)  acc5: 57.4219 (60.3208)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [72]  [1170/1251]  eta: 0:00:38  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.6877 (4.1511)  acc1: 30.4688 (37.6301)  acc5: 52.7344 (60.2783)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [72]  [1180/1251]  eta: 0:00:33  lr: 2.907e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.5947 (4.1522)  acc1: 35.5469 (37.6022)  acc5: 58.2031 (60.2360)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [72]  [1190/1251]  eta: 0:00:29  lr: 2.907e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.0409 (4.1504)  acc1: 38.6719 (37.6364)  acc5: 63.6719 (60.2733)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [72]  [1200/1251]  eta: 0:00:24  lr: 2.907e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.0409 (4.1500)  acc1: 38.6719 (37.6259)  acc5: 65.2344 (60.2659)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [72]  [1210/1251]  eta: 0:00:19  lr: 2.907e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.4478 (4.1540)  acc1: 32.0312 (37.5800)  acc5: 53.5156 (60.2066)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [72]  [1220/1251]  eta: 0:00:14  lr: 2.907e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.7645 (4.1574)  acc1: 29.6875 (37.5288)  acc5: 50.3906 (60.1572)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [72]  [1230/1251]  eta: 0:00:10  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.0582 (4.1543)  acc1: 38.6719 (37.5539)  acc5: 62.5000 (60.1842)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [72]  [1240/1251]  eta: 0:00:05  lr: 2.907e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.7603 (4.1561)  acc1: 39.0625 (37.5220)  acc5: 64.0625 (60.1443)  time: 0.4743  data: 0.0006  max mem: 42896
Epoch: [72]  [1250/1251]  eta: 0:00:00  lr: 2.907e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0178 (4.1559)  acc1: 37.5000 (37.5247)  acc5: 63.2812 (60.1494)  time: 0.4752  data: 0.0005  max mem: 42896
Epoch: [72] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:13  loss: 2.4481 (2.4481)  acc1: 69.1406 (69.1406)  acc5: 90.6250 (90.6250)  time: 2.7311  data: 2.4811  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 54.926 Acc@5 79.528 Loss: 3.069
Test: EMA  [ 0/49]  eta: 0:02:51  loss: nan (nan)  acc1: 30.8594 (30.8594)  acc5: 57.4219 (57.4219)  time: 3.5043  data: 3.2535  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 23.796 Acc@5 41.246 Loss: nan
Epoch: [73]  [   0/1251]  eta: 1:12:53  lr: 2.904e-02  img/s: 5.14e+02  pen: 3.8e-02  loss: 5.4515 (5.4515)  acc1: 16.0156 (16.0156)  acc5: 28.5156 (28.5156)  time: 3.4960  data: 2.9979  max mem: 42896
Epoch: [73]  [  10/1251]  eta: 0:15:30  lr: 2.904e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4118 (4.3211)  acc1: 41.4062 (35.8665)  acc5: 64.0625 (57.8480)  time: 0.7501  data: 0.2729  max mem: 42896
Epoch: [73]  [  20/1251]  eta: 0:12:41  lr: 2.904e-02  img/s: 5.38e+02  pen: 3.9e-02  loss: 4.2949 (4.2810)  acc1: 41.4062 (36.9234)  acc5: 64.0625 (58.8542)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [73]  [  30/1251]  eta: 0:11:38  lr: 2.904e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.4099 (4.2835)  acc1: 38.2812 (36.4289)  acc5: 61.7188 (58.7576)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [73]  [  40/1251]  eta: 0:11:04  lr: 2.904e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.3137 (4.2044)  acc1: 39.0625 (37.4428)  acc5: 62.5000 (59.7561)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [73]  [  50/1251]  eta: 0:10:41  lr: 2.904e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.5801 (4.1123)  acc1: 44.1406 (38.6872)  acc5: 66.4062 (60.8992)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [73]  [  60/1251]  eta: 0:10:24  lr: 2.904e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.7836 (4.1577)  acc1: 44.1406 (38.1148)  acc5: 66.4062 (59.9321)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [73]  [  70/1251]  eta: 0:10:11  lr: 2.904e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.3721 (4.1656)  acc1: 37.1094 (37.9897)  acc5: 56.6406 (59.9472)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [73]  [  80/1251]  eta: 0:09:59  lr: 2.904e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3358 (4.1864)  acc1: 38.6719 (37.9099)  acc5: 65.2344 (60.1273)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [73]  [  90/1251]  eta: 0:09:49  lr: 2.904e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.1300 (4.1582)  acc1: 41.0156 (38.3199)  acc5: 65.6250 (60.5683)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [73]  [ 100/1251]  eta: 0:09:41  lr: 2.904e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 3.8216 (4.1385)  acc1: 41.7969 (38.5133)  acc5: 65.6250 (60.8215)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [73]  [ 110/1251]  eta: 0:09:32  lr: 2.904e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.0873 (4.1481)  acc1: 39.8438 (38.3481)  acc5: 65.2344 (60.7827)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [73]  [ 120/1251]  eta: 0:09:25  lr: 2.904e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.3261 (4.1725)  acc1: 40.2344 (38.0262)  acc5: 63.2812 (60.3661)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [73]  [ 130/1251]  eta: 0:09:18  lr: 2.904e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.4283 (4.1826)  acc1: 40.2344 (38.0546)  acc5: 61.7188 (60.2875)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [73]  [ 140/1251]  eta: 0:09:11  lr: 2.904e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.0278 (4.1698)  acc1: 41.0156 (38.2231)  acc5: 63.2812 (60.4555)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [73]  [ 150/1251]  eta: 0:09:04  lr: 2.904e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.3870 (4.1977)  acc1: 39.0625 (37.8001)  acc5: 62.5000 (59.9881)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [73]  [ 160/1251]  eta: 0:08:58  lr: 2.904e-02  img/s: 4.96e+02  pen: 4.3e-02  loss: 4.7403 (4.2141)  acc1: 30.8594 (37.6407)  acc5: 52.7344 (59.8554)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [73]  [ 170/1251]  eta: 0:08:52  lr: 2.904e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.6959 (4.2224)  acc1: 32.0312 (37.5662)  acc5: 53.5156 (59.6925)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [73]  [ 180/1251]  eta: 0:08:46  lr: 2.904e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.4770 (4.2262)  acc1: 38.6719 (37.6273)  acc5: 58.5938 (59.6771)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [73]  [ 190/1251]  eta: 0:08:41  lr: 2.904e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.9977 (4.2117)  acc1: 41.0156 (37.7352)  acc5: 63.2812 (59.8065)  time: 0.4799  data: 0.0004  max mem: 42896
Epoch: [73]  [ 200/1251]  eta: 0:08:35  lr: 2.904e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.1792 (4.2206)  acc1: 37.5000 (37.6322)  acc5: 64.8438 (59.7345)  time: 0.4808  data: 0.0004  max mem: 42896
Epoch: [73]  [ 210/1251]  eta: 0:08:29  lr: 2.904e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.5632 (4.2315)  acc1: 37.1094 (37.5981)  acc5: 58.5938 (59.7138)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [73]  [ 220/1251]  eta: 0:08:24  lr: 2.904e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 4.5632 (4.2327)  acc1: 37.5000 (37.6025)  acc5: 60.1562 (59.7356)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [73]  [ 230/1251]  eta: 0:08:18  lr: 2.904e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.2787 (4.2243)  acc1: 37.1094 (37.6218)  acc5: 61.3281 (59.7758)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [73]  [ 240/1251]  eta: 0:08:13  lr: 2.904e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.7143 (4.2169)  acc1: 41.4062 (37.7431)  acc5: 67.5781 (59.8758)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [73]  [ 250/1251]  eta: 0:08:07  lr: 2.904e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.4546 (4.1910)  acc1: 43.7500 (37.9249)  acc5: 67.5781 (60.0940)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [73]  [ 260/1251]  eta: 0:08:02  lr: 2.904e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 3.4930 (4.1976)  acc1: 41.7969 (37.8622)  acc5: 65.2344 (60.0440)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [73]  [ 270/1251]  eta: 0:07:57  lr: 2.904e-02  img/s: 5.38e+02  pen: 3.7e-02  loss: 4.5302 (4.2154)  acc1: 35.5469 (37.6816)  acc5: 58.9844 (59.8463)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [73]  [ 280/1251]  eta: 0:07:51  lr: 2.904e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 4.5982 (4.2219)  acc1: 35.5469 (37.5751)  acc5: 58.2031 (59.7642)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [73]  [ 290/1251]  eta: 0:07:46  lr: 2.904e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.0654 (4.2118)  acc1: 39.8438 (37.6571)  acc5: 64.0625 (59.8703)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [73]  [ 300/1251]  eta: 0:07:41  lr: 2.904e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.8738 (4.2156)  acc1: 42.5781 (37.6389)  acc5: 66.4062 (59.8681)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [73]  [ 310/1251]  eta: 0:07:36  lr: 2.904e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.9814 (4.2078)  acc1: 42.9688 (37.6834)  acc5: 66.0156 (59.9691)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [73]  [ 320/1251]  eta: 0:07:31  lr: 2.904e-02  img/s: 4.96e+02  pen: 3.8e-02  loss: 3.9814 (4.2135)  acc1: 42.9688 (37.6022)  acc5: 66.0156 (59.8338)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [73]  [ 330/1251]  eta: 0:07:26  lr: 2.904e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.1599 (4.2086)  acc1: 35.1562 (37.6463)  acc5: 57.4219 (59.9025)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [73]  [ 340/1251]  eta: 0:07:21  lr: 2.904e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.2296 (4.2104)  acc1: 36.3281 (37.5997)  acc5: 62.1094 (59.9134)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [73]  [ 350/1251]  eta: 0:07:15  lr: 2.904e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.5159 (4.2169)  acc1: 34.7656 (37.5145)  acc5: 58.2031 (59.8113)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [73]  [ 360/1251]  eta: 0:07:10  lr: 2.904e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.4395 (4.2210)  acc1: 36.3281 (37.4805)  acc5: 58.5938 (59.7797)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [73]  [ 370/1251]  eta: 0:07:05  lr: 2.904e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2005 (4.2167)  acc1: 40.6250 (37.5358)  acc5: 64.4531 (59.8625)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [73]  [ 380/1251]  eta: 0:07:00  lr: 2.904e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3245 (4.2208)  acc1: 37.5000 (37.4426)  acc5: 62.1094 (59.7831)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [73]  [ 390/1251]  eta: 0:06:55  lr: 2.904e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3245 (4.2181)  acc1: 37.1094 (37.4421)  acc5: 62.1094 (59.7576)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [73]  [ 400/1251]  eta: 0:06:50  lr: 2.904e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.7935 (4.2107)  acc1: 41.4062 (37.5117)  acc5: 67.1875 (59.8640)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [73]  [ 410/1251]  eta: 0:06:45  lr: 2.904e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 3.9757 (4.2097)  acc1: 41.4062 (37.5694)  acc5: 64.8438 (59.9424)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [73]  [ 420/1251]  eta: 0:06:40  lr: 2.904e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.3143 (4.2082)  acc1: 41.4062 (37.6086)  acc5: 64.4531 (60.0078)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [73]  [ 430/1251]  eta: 0:06:35  lr: 2.904e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.0254 (4.2048)  acc1: 37.5000 (37.5979)  acc5: 64.0625 (59.9985)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [73]  [ 440/1251]  eta: 0:06:30  lr: 2.904e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.7726 (4.2160)  acc1: 28.5156 (37.3866)  acc5: 50.3906 (59.7577)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [73]  [ 450/1251]  eta: 0:06:26  lr: 2.904e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.7551 (4.2144)  acc1: 31.6406 (37.3848)  acc5: 52.7344 (59.7708)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [73]  [ 460/1251]  eta: 0:06:21  lr: 2.904e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.5856 (4.2083)  acc1: 41.0156 (37.4424)  acc5: 64.4531 (59.8597)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [73]  [ 470/1251]  eta: 0:06:16  lr: 2.904e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 3.5856 (4.2014)  acc1: 41.4062 (37.5191)  acc5: 66.4062 (59.9730)  time: 0.4735  data: 0.0004  max mem: 42896
Epoch: [73]  [ 480/1251]  eta: 0:06:11  lr: 2.904e-02  img/s: 5.10e+02  pen: 4.1e-02  loss: 4.0560 (4.1986)  acc1: 41.0156 (37.5317)  acc5: 66.4062 (60.0101)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [73]  [ 490/1251]  eta: 0:06:06  lr: 2.904e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 3.9652 (4.1934)  acc1: 40.6250 (37.5485)  acc5: 66.4062 (60.0496)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [73]  [ 500/1251]  eta: 0:06:01  lr: 2.904e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.9652 (4.1940)  acc1: 40.6250 (37.5257)  acc5: 66.4062 (60.0627)  time: 0.4733  data: 0.0004  max mem: 42896
Epoch: [73]  [ 510/1251]  eta: 0:05:56  lr: 2.904e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1300 (4.1959)  acc1: 37.5000 (37.5107)  acc5: 60.5469 (60.0209)  time: 0.4734  data: 0.0004  max mem: 42896
Epoch: [73]  [ 520/1251]  eta: 0:05:51  lr: 2.904e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.6989 (4.1970)  acc1: 37.1094 (37.4715)  acc5: 58.2031 (59.9718)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [73]  [ 530/1251]  eta: 0:05:46  lr: 2.904e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2944 (4.1942)  acc1: 37.8906 (37.5103)  acc5: 62.1094 (60.0143)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [73]  [ 540/1251]  eta: 0:05:41  lr: 2.904e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2134 (4.1901)  acc1: 42.5781 (37.5773)  acc5: 64.8438 (60.0985)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [73]  [ 550/1251]  eta: 0:05:36  lr: 2.904e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.7913 (4.1837)  acc1: 42.1875 (37.6553)  acc5: 66.4062 (60.2023)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [73]  [ 560/1251]  eta: 0:05:32  lr: 2.904e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.5799 (4.1774)  acc1: 42.1875 (37.7207)  acc5: 65.6250 (60.2663)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [73]  [ 570/1251]  eta: 0:05:27  lr: 2.904e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2318 (4.1790)  acc1: 41.7969 (37.7237)  acc5: 64.4531 (60.2794)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [73]  [ 580/1251]  eta: 0:05:22  lr: 2.904e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.8168 (4.1688)  acc1: 42.9688 (37.8510)  acc5: 67.1875 (60.4292)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [73]  [ 590/1251]  eta: 0:05:17  lr: 2.904e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.3817 (4.1611)  acc1: 43.7500 (37.9224)  acc5: 67.1875 (60.5270)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [73]  [ 600/1251]  eta: 0:05:12  lr: 2.904e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.4358 (4.1533)  acc1: 43.3594 (38.0044)  acc5: 67.1875 (60.6015)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [73]  [ 610/1251]  eta: 0:05:07  lr: 2.904e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.7824 (4.1566)  acc1: 42.5781 (37.9092)  acc5: 64.0625 (60.4951)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [73]  [ 620/1251]  eta: 0:05:02  lr: 2.904e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.6929 (4.1589)  acc1: 30.4688 (37.8548)  acc5: 53.5156 (60.4487)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [73]  [ 630/1251]  eta: 0:04:58  lr: 2.904e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2830 (4.1551)  acc1: 36.7188 (37.8745)  acc5: 59.7656 (60.4435)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [73]  [ 640/1251]  eta: 0:04:53  lr: 2.904e-02  img/s: 5.07e+02  pen: 4.5e-02  loss: 4.2830 (4.1609)  acc1: 37.1094 (37.7889)  acc5: 59.7656 (60.3251)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [73]  [ 650/1251]  eta: 0:04:48  lr: 2.904e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.7669 (4.1673)  acc1: 32.8125 (37.7256)  acc5: 53.9062 (60.2343)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [73]  [ 660/1251]  eta: 0:04:43  lr: 2.904e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.5000 (4.1674)  acc1: 33.9844 (37.7429)  acc5: 60.1562 (60.2502)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [73]  [ 670/1251]  eta: 0:04:38  lr: 2.904e-02  img/s: 5.38e+02  pen: 4.7e-02  loss: 4.3163 (4.1679)  acc1: 38.6719 (37.7672)  acc5: 62.5000 (60.2942)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [73]  [ 680/1251]  eta: 0:04:33  lr: 2.904e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.1060 (4.1637)  acc1: 41.0156 (37.8218)  acc5: 64.0625 (60.3358)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [73]  [ 690/1251]  eta: 0:04:29  lr: 2.904e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.8267 (4.1637)  acc1: 41.0156 (37.8200)  acc5: 63.6719 (60.3394)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [73]  [ 700/1251]  eta: 0:04:24  lr: 2.904e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.4496 (4.1646)  acc1: 38.2812 (37.8121)  acc5: 60.9375 (60.3335)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [73]  [ 710/1251]  eta: 0:04:19  lr: 2.904e-02  img/s: 5.37e+02  pen: 4.0e-02  loss: 4.4685 (4.1660)  acc1: 38.2812 (37.8176)  acc5: 60.9375 (60.3244)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [73]  [ 720/1251]  eta: 0:04:14  lr: 2.904e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.7181 (4.1613)  acc1: 41.4062 (37.8554)  acc5: 66.0156 (60.3892)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [73]  [ 730/1251]  eta: 0:04:09  lr: 2.904e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.6386 (4.1606)  acc1: 41.4062 (37.8570)  acc5: 66.4062 (60.4090)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [73]  [ 740/1251]  eta: 0:04:04  lr: 2.904e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.2099 (4.1613)  acc1: 38.2812 (37.8316)  acc5: 62.5000 (60.3697)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [73]  [ 750/1251]  eta: 0:04:00  lr: 2.904e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.2115 (4.1592)  acc1: 39.4531 (37.8329)  acc5: 61.3281 (60.4012)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [73]  [ 760/1251]  eta: 0:03:55  lr: 2.904e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3255 (4.1627)  acc1: 37.1094 (37.7972)  acc5: 61.3281 (60.3575)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [73]  [ 770/1251]  eta: 0:03:50  lr: 2.904e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.3255 (4.1624)  acc1: 35.5469 (37.8025)  acc5: 58.2031 (60.3812)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [73]  [ 780/1251]  eta: 0:03:45  lr: 2.904e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.6391 (4.1679)  acc1: 33.5938 (37.7221)  acc5: 57.8125 (60.2908)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [73]  [ 790/1251]  eta: 0:03:40  lr: 2.904e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.6411 (4.1716)  acc1: 32.8125 (37.6748)  acc5: 57.8125 (60.2506)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [73]  [ 800/1251]  eta: 0:03:36  lr: 2.904e-02  img/s: 5.08e+02  pen: 4.3e-02  loss: 4.3754 (4.1703)  acc1: 37.1094 (37.6907)  acc5: 61.7188 (60.2840)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [73]  [ 810/1251]  eta: 0:03:31  lr: 2.904e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.0706 (4.1697)  acc1: 37.8906 (37.7086)  acc5: 62.1094 (60.3041)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [73]  [ 820/1251]  eta: 0:03:26  lr: 2.904e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.9102 (4.1655)  acc1: 40.2344 (37.7669)  acc5: 66.4062 (60.3608)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [73]  [ 830/1251]  eta: 0:03:21  lr: 2.904e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.0160 (4.1682)  acc1: 38.2812 (37.7256)  acc5: 62.8906 (60.3034)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [73]  [ 840/1251]  eta: 0:03:16  lr: 2.904e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.5782 (4.1685)  acc1: 34.7656 (37.7137)  acc5: 57.8125 (60.2849)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [73]  [ 850/1251]  eta: 0:03:11  lr: 2.904e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.6311 (4.1733)  acc1: 33.5938 (37.6634)  acc5: 57.8125 (60.2435)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [73]  [ 860/1251]  eta: 0:03:07  lr: 2.904e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.7305 (4.1729)  acc1: 32.8125 (37.6497)  acc5: 56.6406 (60.2229)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [73]  [ 870/1251]  eta: 0:03:02  lr: 2.904e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.0089 (4.1745)  acc1: 34.3750 (37.6475)  acc5: 57.8125 (60.2159)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [73]  [ 880/1251]  eta: 0:02:57  lr: 2.904e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0049 (4.1707)  acc1: 40.6250 (37.6827)  acc5: 66.0156 (60.2689)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [73]  [ 890/1251]  eta: 0:02:52  lr: 2.904e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.5413 (4.1674)  acc1: 42.5781 (37.7039)  acc5: 67.1875 (60.2961)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [73]  [ 900/1251]  eta: 0:02:47  lr: 2.904e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.6448 (4.1650)  acc1: 42.5781 (37.7280)  acc5: 65.6250 (60.3171)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [73]  [ 910/1251]  eta: 0:02:43  lr: 2.904e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.6448 (4.1611)  acc1: 43.3594 (37.7847)  acc5: 65.6250 (60.3917)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [73]  [ 920/1251]  eta: 0:02:38  lr: 2.904e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 3.7054 (4.1600)  acc1: 42.5781 (37.7570)  acc5: 67.5781 (60.3615)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [73]  [ 930/1251]  eta: 0:02:33  lr: 2.904e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.5281 (4.1643)  acc1: 34.7656 (37.6896)  acc5: 58.5938 (60.2809)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [73]  [ 940/1251]  eta: 0:02:28  lr: 2.904e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.5826 (4.1671)  acc1: 31.2500 (37.6565)  acc5: 56.6406 (60.2563)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [73]  [ 950/1251]  eta: 0:02:23  lr: 2.904e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.2254 (4.1655)  acc1: 40.2344 (37.6799)  acc5: 61.3281 (60.3004)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [73]  [ 960/1251]  eta: 0:02:19  lr: 2.904e-02  img/s: 4.84e+02  pen: 4.3e-02  loss: 4.2254 (4.1669)  acc1: 40.2344 (37.7032)  acc5: 62.5000 (60.3132)  time: 0.4773  data: 0.0003  max mem: 42896
Epoch: [73]  [ 970/1251]  eta: 0:02:14  lr: 2.904e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.5454 (4.1685)  acc1: 38.2812 (37.6754)  acc5: 59.3750 (60.2785)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [73]  [ 980/1251]  eta: 0:02:09  lr: 2.904e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.4716 (4.1700)  acc1: 35.5469 (37.6422)  acc5: 60.5469 (60.2399)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [73]  [ 990/1251]  eta: 0:02:04  lr: 2.904e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.2593 (4.1688)  acc1: 37.1094 (37.6427)  acc5: 62.1094 (60.2422)  time: 0.4743  data: 0.0009  max mem: 42896
Epoch: [73]  [1000/1251]  eta: 0:02:00  lr: 2.904e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0698 (4.1676)  acc1: 39.8438 (37.6526)  acc5: 62.8906 (60.2511)  time: 0.4762  data: 0.0010  max mem: 42896
Epoch: [73]  [1010/1251]  eta: 0:01:55  lr: 2.904e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4315 (4.1712)  acc1: 35.1562 (37.6113)  acc5: 57.8125 (60.2034)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [73]  [1020/1251]  eta: 0:01:50  lr: 2.904e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4179 (4.1686)  acc1: 37.8906 (37.6419)  acc5: 62.8906 (60.2259)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [73]  [1030/1251]  eta: 0:01:45  lr: 2.904e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9065 (4.1699)  acc1: 42.9688 (37.6140)  acc5: 64.4531 (60.1934)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [73]  [1040/1251]  eta: 0:01:40  lr: 2.904e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.6146 (4.1661)  acc1: 42.9688 (37.6501)  acc5: 64.8438 (60.2215)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [73]  [1050/1251]  eta: 0:01:36  lr: 2.904e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.5127 (4.1656)  acc1: 42.9688 (37.6628)  acc5: 66.0156 (60.2328)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [73]  [1060/1251]  eta: 0:01:31  lr: 2.904e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.3320 (4.1657)  acc1: 40.2344 (37.6646)  acc5: 63.2812 (60.2395)  time: 0.4846  data: 0.0004  max mem: 42896
Epoch: [73]  [1070/1251]  eta: 0:01:26  lr: 2.904e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.2840 (4.1652)  acc1: 41.7969 (37.6692)  acc5: 64.8438 (60.2482)  time: 0.4849  data: 0.0004  max mem: 42896
Epoch: [73]  [1080/1251]  eta: 0:01:21  lr: 2.904e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.3541 (4.1675)  acc1: 35.9375 (37.6351)  acc5: 62.5000 (60.2198)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [73]  [1090/1251]  eta: 0:01:16  lr: 2.904e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.4316 (4.1679)  acc1: 34.7656 (37.6139)  acc5: 60.1562 (60.2021)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [73]  [1100/1251]  eta: 0:01:12  lr: 2.904e-02  img/s: 5.38e+02  pen: 4.9e-02  loss: 4.6801 (4.1703)  acc1: 30.8594 (37.5784)  acc5: 54.6875 (60.1743)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [73]  [1110/1251]  eta: 0:01:07  lr: 2.904e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3192 (4.1701)  acc1: 33.9844 (37.5893)  acc5: 54.6875 (60.1791)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [73]  [1120/1251]  eta: 0:01:02  lr: 2.904e-02  img/s: 5.07e+02  pen: 4.4e-02  loss: 4.4500 (4.1714)  acc1: 33.9844 (37.5624)  acc5: 55.8594 (60.1531)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [73]  [1130/1251]  eta: 0:00:57  lr: 2.904e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.4500 (4.1700)  acc1: 38.2812 (37.5725)  acc5: 62.1094 (60.1549)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [73]  [1140/1251]  eta: 0:00:53  lr: 2.904e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.2119 (4.1725)  acc1: 40.2344 (37.5431)  acc5: 62.1094 (60.1176)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [73]  [1150/1251]  eta: 0:00:48  lr: 2.904e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.3846 (4.1731)  acc1: 32.4219 (37.5255)  acc5: 55.8594 (60.1023)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [73]  [1160/1251]  eta: 0:00:43  lr: 2.904e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.4702 (4.1747)  acc1: 35.1562 (37.5098)  acc5: 60.1562 (60.0688)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [73]  [1170/1251]  eta: 0:00:38  lr: 2.904e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.5282 (4.1760)  acc1: 35.1562 (37.4773)  acc5: 58.5938 (60.0272)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [73]  [1180/1251]  eta: 0:00:33  lr: 2.904e-02  img/s: 5.36e+02  pen: 4.5e-02  loss: 4.4908 (4.1769)  acc1: 33.2031 (37.4514)  acc5: 58.2031 (59.9945)  time: 0.4804  data: 0.0003  max mem: 42896
Epoch: [73]  [1190/1251]  eta: 0:00:29  lr: 2.904e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.3831 (4.1782)  acc1: 37.1094 (37.4397)  acc5: 58.9844 (59.9923)  time: 0.4822  data: 0.0004  max mem: 42896
Epoch: [73]  [1200/1251]  eta: 0:00:24  lr: 2.904e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4751 (4.1800)  acc1: 35.5469 (37.4297)  acc5: 57.0312 (59.9780)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [73]  [1210/1251]  eta: 0:00:19  lr: 2.904e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.2371 (4.1794)  acc1: 37.8906 (37.4584)  acc5: 62.5000 (59.9992)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [73]  [1220/1251]  eta: 0:00:14  lr: 2.904e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.7314 (4.1761)  acc1: 45.3125 (37.4965)  acc5: 66.7969 (60.0283)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [73]  [1230/1251]  eta: 0:00:10  lr: 2.904e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.0623 (4.1775)  acc1: 38.6719 (37.4651)  acc5: 60.1562 (60.0046)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [73]  [1240/1251]  eta: 0:00:05  lr: 2.904e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.4431 (4.1770)  acc1: 35.9375 (37.4802)  acc5: 59.3750 (60.0234)  time: 0.4742  data: 0.0005  max mem: 42896
Epoch: [73]  [1250/1251]  eta: 0:00:00  lr: 2.904e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.4983 (4.1785)  acc1: 35.9375 (37.4591)  acc5: 59.7656 (59.9914)  time: 0.4748  data: 0.0005  max mem: 42896
Epoch: [73] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:24  loss: 2.5808 (2.5808)  acc1: 71.0938 (71.0938)  acc5: 90.2344 (90.2344)  time: 2.9587  data: 2.7062  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 53.184 Acc@5 78.234 Loss: 3.218
Test: EMA  [ 0/49]  eta: 0:02:14  loss: nan (nan)  acc1: 34.3750 (34.3750)  acc5: 60.9375 (60.9375)  time: 2.7382  data: 2.4854  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 26.380 Acc@5 45.168 Loss: nan
Epoch: [74]  [   0/1251]  eta: 1:22:20  lr: 2.902e-02  img/s: 5.04e+02  pen: 4.6e-02  loss: 4.3146 (4.3146)  acc1: 37.1094 (37.1094)  acc5: 65.2344 (65.2344)  time: 3.9492  data: 3.4416  max mem: 42896
Epoch: [74]  [  10/1251]  eta: 0:16:19  lr: 2.902e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.3146 (4.2882)  acc1: 37.1094 (35.6889)  acc5: 64.8438 (57.6705)  time: 0.7890  data: 0.3131  max mem: 42896
Epoch: [74]  [  20/1251]  eta: 0:13:06  lr: 2.902e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.6158 (4.3002)  acc1: 35.9375 (36.3095)  acc5: 57.0312 (58.3519)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [74]  [  30/1251]  eta: 0:11:54  lr: 2.902e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.6158 (4.2575)  acc1: 36.3281 (36.7566)  acc5: 58.5938 (58.5055)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [74]  [  40/1251]  eta: 0:11:16  lr: 2.902e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.3159 (4.1957)  acc1: 40.2344 (37.2618)  acc5: 62.8906 (59.5751)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [74]  [  50/1251]  eta: 0:10:51  lr: 2.902e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.1562 (4.1686)  acc1: 40.6250 (37.7374)  acc5: 64.8438 (60.1409)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [74]  [  60/1251]  eta: 0:10:32  lr: 2.902e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.2847 (4.2013)  acc1: 41.0156 (37.3015)  acc5: 64.4531 (59.4647)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [74]  [  70/1251]  eta: 0:10:18  lr: 2.902e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.0774 (4.1839)  acc1: 41.0156 (37.6761)  acc5: 63.6719 (59.7876)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [74]  [  80/1251]  eta: 0:10:05  lr: 2.902e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8540 (4.1562)  acc1: 42.1875 (38.2041)  acc5: 63.2812 (60.1900)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [74]  [  90/1251]  eta: 0:09:54  lr: 2.902e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.9415 (4.1634)  acc1: 39.8438 (38.1868)  acc5: 62.1094 (60.3795)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [74]  [ 100/1251]  eta: 0:09:45  lr: 2.902e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.3823 (4.1712)  acc1: 39.4531 (38.1614)  acc5: 62.8906 (60.3226)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [74]  [ 110/1251]  eta: 0:09:37  lr: 2.902e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.2911 (4.1659)  acc1: 39.4531 (38.1933)  acc5: 62.8906 (60.4131)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [74]  [ 120/1251]  eta: 0:09:29  lr: 2.902e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.7909 (4.1388)  acc1: 42.9688 (38.5879)  acc5: 65.2344 (60.9084)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [74]  [ 130/1251]  eta: 0:09:21  lr: 2.902e-02  img/s: 5.37e+02  pen: 4.7e-02  loss: 3.5638 (4.1227)  acc1: 44.1406 (38.6033)  acc5: 65.6250 (61.0389)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [74]  [ 140/1251]  eta: 0:09:14  lr: 2.902e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.7377 (4.1176)  acc1: 43.3594 (38.6996)  acc5: 66.0156 (61.1120)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [74]  [ 150/1251]  eta: 0:09:07  lr: 2.902e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 3.7934 (4.1133)  acc1: 43.3594 (38.6745)  acc5: 66.0156 (61.1341)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [74]  [ 160/1251]  eta: 0:09:01  lr: 2.902e-02  img/s: 5.08e+02  pen: 4.5e-02  loss: 4.1799 (4.1202)  acc1: 39.8438 (38.5991)  acc5: 63.6719 (61.0321)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [74]  [ 170/1251]  eta: 0:08:55  lr: 2.902e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.0473 (4.1054)  acc1: 39.8438 (38.7518)  acc5: 63.6719 (61.2482)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [74]  [ 180/1251]  eta: 0:08:48  lr: 2.902e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.6197 (4.1048)  acc1: 41.0156 (38.6978)  acc5: 63.6719 (61.1943)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [74]  [ 190/1251]  eta: 0:08:42  lr: 2.902e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.6630 (4.1252)  acc1: 34.3750 (38.3487)  acc5: 57.8125 (60.8680)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [74]  [ 200/1251]  eta: 0:08:37  lr: 2.902e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.6520 (4.1215)  acc1: 34.7656 (38.3784)  acc5: 62.1094 (60.9705)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [74]  [ 210/1251]  eta: 0:08:31  lr: 2.902e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.8781 (4.1228)  acc1: 43.3594 (38.2220)  acc5: 67.9688 (60.8394)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [74]  [ 220/1251]  eta: 0:08:25  lr: 2.902e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.5651 (4.1348)  acc1: 33.2031 (38.1010)  acc5: 58.2031 (60.6953)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [74]  [ 230/1251]  eta: 0:08:20  lr: 2.902e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.4185 (4.1287)  acc1: 37.5000 (38.1105)  acc5: 58.9844 (60.7278)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [74]  [ 240/1251]  eta: 0:08:14  lr: 2.902e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.7085 (4.1176)  acc1: 44.1406 (38.2634)  acc5: 66.4062 (60.8873)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [74]  [ 250/1251]  eta: 0:08:09  lr: 2.902e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 3.8002 (4.1145)  acc1: 44.9219 (38.3591)  acc5: 66.4062 (60.9562)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [74]  [ 260/1251]  eta: 0:08:03  lr: 2.902e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3467 (4.1280)  acc1: 40.6250 (38.2334)  acc5: 62.1094 (60.8253)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [74]  [ 270/1251]  eta: 0:07:58  lr: 2.902e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.3467 (4.1174)  acc1: 37.8906 (38.3649)  acc5: 62.1094 (60.9548)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [74]  [ 280/1251]  eta: 0:07:53  lr: 2.902e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.6613 (4.1209)  acc1: 41.7969 (38.2840)  acc5: 67.9688 (60.9111)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [74]  [ 290/1251]  eta: 0:07:48  lr: 2.902e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.7746 (4.1132)  acc1: 41.0156 (38.3376)  acc5: 62.1094 (60.9590)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [74]  [ 300/1251]  eta: 0:07:42  lr: 2.902e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 3.6599 (4.1131)  acc1: 41.4062 (38.3565)  acc5: 65.2344 (61.0244)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [74]  [ 310/1251]  eta: 0:07:37  lr: 2.902e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 4.1170 (4.1171)  acc1: 39.0625 (38.2737)  acc5: 65.2344 (60.9714)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [74]  [ 320/1251]  eta: 0:07:32  lr: 2.902e-02  img/s: 5.07e+02  pen: 4.5e-02  loss: 4.2677 (4.1174)  acc1: 35.9375 (38.2618)  acc5: 63.6719 (61.0069)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [74]  [ 330/1251]  eta: 0:07:27  lr: 2.902e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.3884 (4.1227)  acc1: 35.9375 (38.1396)  acc5: 63.6719 (60.8573)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [74]  [ 340/1251]  eta: 0:07:22  lr: 2.902e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.6103 (4.1367)  acc1: 33.5938 (37.9158)  acc5: 55.8594 (60.6374)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [74]  [ 350/1251]  eta: 0:07:16  lr: 2.902e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.6283 (4.1404)  acc1: 33.5938 (37.8828)  acc5: 55.8594 (60.5680)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [74]  [ 360/1251]  eta: 0:07:11  lr: 2.902e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.7415 (4.1264)  acc1: 43.3594 (38.0378)  acc5: 65.2344 (60.7297)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [74]  [ 370/1251]  eta: 0:07:06  lr: 2.902e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.4958 (4.1275)  acc1: 41.0156 (38.0738)  acc5: 65.2344 (60.7490)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [74]  [ 380/1251]  eta: 0:07:01  lr: 2.902e-02  img/s: 5.39e+02  pen: 3.6e-02  loss: 4.2234 (4.1279)  acc1: 40.2344 (38.0813)  acc5: 63.6719 (60.7735)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [74]  [ 390/1251]  eta: 0:06:56  lr: 2.902e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.3534 (4.1329)  acc1: 39.0625 (37.9985)  acc5: 61.7188 (60.7047)  time: 0.4773  data: 0.0003  max mem: 42896
Epoch: [74]  [ 400/1251]  eta: 0:06:51  lr: 2.902e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.4389 (4.1381)  acc1: 38.6719 (37.9539)  acc5: 60.9375 (60.6433)  time: 0.4772  data: 0.0003  max mem: 42896
Epoch: [74]  [ 410/1251]  eta: 0:06:46  lr: 2.902e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 4.0199 (4.1316)  acc1: 41.4062 (38.0950)  acc5: 65.2344 (60.8215)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [74]  [ 420/1251]  eta: 0:06:41  lr: 2.902e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 3.8723 (4.1331)  acc1: 41.4062 (38.0511)  acc5: 67.5781 (60.7955)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [74]  [ 430/1251]  eta: 0:06:36  lr: 2.902e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.4268 (4.1387)  acc1: 34.7656 (37.9849)  acc5: 60.9375 (60.7281)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [74]  [ 440/1251]  eta: 0:06:31  lr: 2.902e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.7751 (4.1465)  acc1: 30.0781 (37.8020)  acc5: 50.3906 (60.5424)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [74]  [ 450/1251]  eta: 0:06:26  lr: 2.902e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.6924 (4.1498)  acc1: 32.8125 (37.7269)  acc5: 51.5625 (60.4351)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [74]  [ 460/1251]  eta: 0:06:21  lr: 2.902e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.5121 (4.1489)  acc1: 34.7656 (37.7271)  acc5: 58.5938 (60.4316)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [74]  [ 470/1251]  eta: 0:06:16  lr: 2.902e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.6297 (4.1551)  acc1: 36.3281 (37.6476)  acc5: 58.5938 (60.3254)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [74]  [ 480/1251]  eta: 0:06:11  lr: 2.902e-02  img/s: 5.07e+02  pen: 4.3e-02  loss: 4.5357 (4.1561)  acc1: 36.3281 (37.6259)  acc5: 58.5938 (60.2951)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [74]  [ 490/1251]  eta: 0:06:07  lr: 2.902e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.5069 (4.1592)  acc1: 36.3281 (37.5811)  acc5: 58.9844 (60.2239)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [74]  [ 500/1251]  eta: 0:06:02  lr: 2.902e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.9394 (4.1544)  acc1: 39.4531 (37.6520)  acc5: 63.6719 (60.3075)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [74]  [ 510/1251]  eta: 0:05:57  lr: 2.902e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.6424 (4.1518)  acc1: 43.7500 (37.6919)  acc5: 65.2344 (60.3497)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [74]  [ 520/1251]  eta: 0:05:52  lr: 2.902e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.9933 (4.1511)  acc1: 42.1875 (37.7107)  acc5: 65.2344 (60.3684)  time: 0.4770  data: 0.0003  max mem: 42896
Epoch: [74]  [ 530/1251]  eta: 0:05:47  lr: 2.902e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1364 (4.1554)  acc1: 41.4062 (37.6994)  acc5: 64.4531 (60.3468)  time: 0.4772  data: 0.0003  max mem: 42896
Epoch: [74]  [ 540/1251]  eta: 0:05:42  lr: 2.902e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.4287 (4.1597)  acc1: 39.0625 (37.6682)  acc5: 60.5469 (60.2660)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [74]  [ 550/1251]  eta: 0:05:37  lr: 2.902e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.4413 (4.1506)  acc1: 45.3125 (37.7666)  acc5: 66.7969 (60.4030)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [74]  [ 560/1251]  eta: 0:05:32  lr: 2.902e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.3330 (4.1450)  acc1: 47.2656 (37.8628)  acc5: 70.7031 (60.4745)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [74]  [ 570/1251]  eta: 0:05:27  lr: 2.902e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.5068 (4.1425)  acc1: 45.7031 (37.8824)  acc5: 67.1875 (60.4874)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [74]  [ 580/1251]  eta: 0:05:22  lr: 2.902e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1047 (4.1467)  acc1: 39.0625 (37.8503)  acc5: 64.0625 (60.4554)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [74]  [ 590/1251]  eta: 0:05:18  lr: 2.902e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.2113 (4.1440)  acc1: 39.0625 (37.9012)  acc5: 63.2812 (60.4847)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [74]  [ 600/1251]  eta: 0:05:13  lr: 2.902e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.6378 (4.1410)  acc1: 43.3594 (37.9101)  acc5: 64.4531 (60.4910)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [74]  [ 610/1251]  eta: 0:05:08  lr: 2.902e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.7032 (4.1422)  acc1: 41.4062 (37.8721)  acc5: 64.4531 (60.4625)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [74]  [ 620/1251]  eta: 0:05:03  lr: 2.902e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.7372 (4.1498)  acc1: 30.4688 (37.7497)  acc5: 50.7812 (60.3072)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [74]  [ 630/1251]  eta: 0:04:58  lr: 2.902e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.4988 (4.1486)  acc1: 36.7188 (37.7767)  acc5: 57.4219 (60.3488)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [74]  [ 640/1251]  eta: 0:04:53  lr: 2.902e-02  img/s: 5.08e+02  pen: 4.0e-02  loss: 4.3279 (4.1504)  acc1: 38.2812 (37.7151)  acc5: 62.1094 (60.3037)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [74]  [ 650/1251]  eta: 0:04:48  lr: 2.902e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.2707 (4.1527)  acc1: 38.2812 (37.6794)  acc5: 64.4531 (60.2613)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [74]  [ 660/1251]  eta: 0:04:44  lr: 2.902e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 3.9703 (4.1512)  acc1: 40.2344 (37.6932)  acc5: 64.8438 (60.2939)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [74]  [ 670/1251]  eta: 0:04:39  lr: 2.902e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.4253 (4.1575)  acc1: 34.7656 (37.6269)  acc5: 57.0312 (60.2209)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [74]  [ 680/1251]  eta: 0:04:34  lr: 2.902e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.4253 (4.1550)  acc1: 37.1094 (37.6698)  acc5: 58.2031 (60.2784)  time: 0.4769  data: 0.0013  max mem: 42896
Epoch: [74]  [ 690/1251]  eta: 0:04:29  lr: 2.902e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.0842 (4.1573)  acc1: 37.5000 (37.6312)  acc5: 62.1094 (60.2467)  time: 0.4765  data: 0.0013  max mem: 42896
Epoch: [74]  [ 700/1251]  eta: 0:04:24  lr: 2.902e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.3523 (4.1569)  acc1: 38.6719 (37.6421)  acc5: 62.1094 (60.2554)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [74]  [ 710/1251]  eta: 0:04:19  lr: 2.902e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.0683 (4.1559)  acc1: 40.2344 (37.6791)  acc5: 64.0625 (60.2952)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [74]  [ 720/1251]  eta: 0:04:14  lr: 2.902e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.3247 (4.1603)  acc1: 36.7188 (37.5948)  acc5: 62.8906 (60.1785)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [74]  [ 730/1251]  eta: 0:04:10  lr: 2.902e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.1444 (4.1576)  acc1: 39.8438 (37.6555)  acc5: 65.6250 (60.2487)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [74]  [ 740/1251]  eta: 0:04:05  lr: 2.902e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.5788 (4.1550)  acc1: 42.1875 (37.6919)  acc5: 65.6250 (60.2749)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [74]  [ 750/1251]  eta: 0:04:00  lr: 2.902e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.2352 (4.1570)  acc1: 39.8438 (37.6446)  acc5: 61.7188 (60.2083)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [74]  [ 760/1251]  eta: 0:03:55  lr: 2.902e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3281 (4.1586)  acc1: 39.8438 (37.6530)  acc5: 61.3281 (60.2004)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [74]  [ 770/1251]  eta: 0:03:50  lr: 2.902e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.3140 (4.1587)  acc1: 40.6250 (37.6348)  acc5: 63.2812 (60.2125)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [74]  [ 780/1251]  eta: 0:03:45  lr: 2.902e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.3974 (4.1589)  acc1: 37.1094 (37.6165)  acc5: 62.5000 (60.2128)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [74]  [ 790/1251]  eta: 0:03:41  lr: 2.902e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.2289 (4.1572)  acc1: 38.6719 (37.6338)  acc5: 62.5000 (60.2234)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [74]  [ 800/1251]  eta: 0:03:36  lr: 2.902e-02  img/s: 5.09e+02  pen: 4.4e-02  loss: 4.5221 (4.1612)  acc1: 37.1094 (37.6014)  acc5: 58.2031 (60.1762)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [74]  [ 810/1251]  eta: 0:03:31  lr: 2.902e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.6906 (4.1614)  acc1: 36.7188 (37.5992)  acc5: 56.6406 (60.1861)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [74]  [ 820/1251]  eta: 0:03:26  lr: 2.902e-02  img/s: 5.37e+02  pen: 4.3e-02  loss: 4.3530 (4.1634)  acc1: 38.2812 (37.6009)  acc5: 61.7188 (60.1758)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [74]  [ 830/1251]  eta: 0:03:21  lr: 2.902e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.1789 (4.1614)  acc1: 39.8438 (37.6217)  acc5: 60.9375 (60.2141)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [74]  [ 840/1251]  eta: 0:03:17  lr: 2.902e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8390 (4.1603)  acc1: 41.0156 (37.6189)  acc5: 66.0156 (60.2073)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [74]  [ 850/1251]  eta: 0:03:12  lr: 2.902e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.8563 (4.1596)  acc1: 40.6250 (37.6262)  acc5: 66.0156 (60.2155)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [74]  [ 860/1251]  eta: 0:03:07  lr: 2.902e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.8672 (4.1596)  acc1: 41.0156 (37.6393)  acc5: 62.5000 (60.2143)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [74]  [ 870/1251]  eta: 0:03:02  lr: 2.902e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.4436 (4.1553)  acc1: 42.9688 (37.6821)  acc5: 67.5781 (60.2657)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [74]  [ 880/1251]  eta: 0:02:57  lr: 2.902e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.4075 (4.1516)  acc1: 44.9219 (37.7363)  acc5: 68.3594 (60.3354)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [74]  [ 890/1251]  eta: 0:02:52  lr: 2.902e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.5724 (4.1536)  acc1: 42.1875 (37.6894)  acc5: 64.8438 (60.2685)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [74]  [ 900/1251]  eta: 0:02:48  lr: 2.902e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.4702 (4.1494)  acc1: 42.1875 (37.7263)  acc5: 62.5000 (60.3154)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [74]  [ 910/1251]  eta: 0:02:43  lr: 2.902e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 3.4702 (4.1460)  acc1: 43.7500 (37.7581)  acc5: 67.9688 (60.3565)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [74]  [ 920/1251]  eta: 0:02:38  lr: 2.902e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.7207 (4.1454)  acc1: 40.2344 (37.7723)  acc5: 65.2344 (60.3802)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [74]  [ 930/1251]  eta: 0:02:33  lr: 2.902e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.8660 (4.1432)  acc1: 41.7969 (37.8117)  acc5: 64.0625 (60.4290)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [74]  [ 940/1251]  eta: 0:02:28  lr: 2.902e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.8660 (4.1436)  acc1: 41.7969 (37.7881)  acc5: 64.0625 (60.4103)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [74]  [ 950/1251]  eta: 0:02:24  lr: 2.902e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.1837 (4.1445)  acc1: 40.2344 (37.7768)  acc5: 64.0625 (60.4011)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [74]  [ 960/1251]  eta: 0:02:19  lr: 2.902e-02  img/s: 5.08e+02  pen: 4.5e-02  loss: 3.9067 (4.1416)  acc1: 41.7969 (37.7955)  acc5: 65.2344 (60.4286)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [74]  [ 970/1251]  eta: 0:02:14  lr: 2.902e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.3023 (4.1445)  acc1: 39.4531 (37.7784)  acc5: 64.0625 (60.4173)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [74]  [ 980/1251]  eta: 0:02:09  lr: 2.902e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3026 (4.1417)  acc1: 39.4531 (37.8381)  acc5: 64.0625 (60.4688)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [74]  [ 990/1251]  eta: 0:02:04  lr: 2.902e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.7187 (4.1409)  acc1: 43.3594 (37.8319)  acc5: 65.6250 (60.4684)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [74]  [1000/1251]  eta: 0:02:00  lr: 2.902e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7518 (4.1389)  acc1: 43.7500 (37.8777)  acc5: 66.7969 (60.5254)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [74]  [1010/1251]  eta: 0:01:55  lr: 2.902e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.9859 (4.1411)  acc1: 41.7969 (37.8655)  acc5: 64.4531 (60.5036)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [74]  [1020/1251]  eta: 0:01:50  lr: 2.902e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.0918 (4.1394)  acc1: 40.2344 (37.8788)  acc5: 62.5000 (60.5155)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [74]  [1030/1251]  eta: 0:01:45  lr: 2.902e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.3713 (4.1355)  acc1: 44.5312 (37.9149)  acc5: 67.9688 (60.5613)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [74]  [1040/1251]  eta: 0:01:40  lr: 2.902e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.5755 (4.1349)  acc1: 43.3594 (37.9349)  acc5: 69.5312 (60.5885)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [74]  [1050/1251]  eta: 0:01:36  lr: 2.902e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.2656 (4.1337)  acc1: 42.1875 (37.9598)  acc5: 62.1094 (60.6119)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [74]  [1060/1251]  eta: 0:01:31  lr: 2.902e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.3672 (4.1295)  acc1: 42.9688 (38.0103)  acc5: 66.7969 (60.6592)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [74]  [1070/1251]  eta: 0:01:26  lr: 2.902e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.5340 (4.1309)  acc1: 42.5781 (37.9683)  acc5: 66.7969 (60.6096)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [74]  [1080/1251]  eta: 0:01:21  lr: 2.902e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.6391 (4.1347)  acc1: 32.4219 (37.9206)  acc5: 57.8125 (60.5490)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [74]  [1090/1251]  eta: 0:01:17  lr: 2.902e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.5447 (4.1366)  acc1: 35.9375 (37.8942)  acc5: 57.8125 (60.5129)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [74]  [1100/1251]  eta: 0:01:12  lr: 2.902e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.3312 (4.1369)  acc1: 41.0156 (37.8963)  acc5: 62.5000 (60.5118)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [74]  [1110/1251]  eta: 0:01:07  lr: 2.902e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.3312 (4.1385)  acc1: 38.6719 (37.8948)  acc5: 62.5000 (60.5254)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [74]  [1120/1251]  eta: 0:01:02  lr: 2.902e-02  img/s: 5.08e+02  pen: 4.3e-02  loss: 4.4137 (4.1398)  acc1: 37.1094 (37.9000)  acc5: 61.7188 (60.5145)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [74]  [1130/1251]  eta: 0:00:57  lr: 2.902e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.6393 (4.1434)  acc1: 36.3281 (37.8820)  acc5: 58.5938 (60.4930)  time: 0.4772  data: 0.0004  max mem: 42896
Epoch: [74]  [1140/1251]  eta: 0:00:53  lr: 2.902e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.6441 (4.1468)  acc1: 33.9844 (37.8461)  acc5: 57.0312 (60.4438)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [74]  [1150/1251]  eta: 0:00:48  lr: 2.902e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.6441 (4.1504)  acc1: 31.6406 (37.7861)  acc5: 55.0781 (60.3867)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [74]  [1160/1251]  eta: 0:00:43  lr: 2.902e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 3.9559 (4.1467)  acc1: 38.6719 (37.8257)  acc5: 63.2812 (60.4480)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [74]  [1170/1251]  eta: 0:00:38  lr: 2.902e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.5324 (4.1476)  acc1: 42.5781 (37.8089)  acc5: 65.2344 (60.4278)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [74]  [1180/1251]  eta: 0:00:33  lr: 2.902e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4559 (4.1487)  acc1: 35.9375 (37.8112)  acc5: 60.9375 (60.4258)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [74]  [1190/1251]  eta: 0:00:29  lr: 2.902e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.0107 (4.1450)  acc1: 44.5312 (37.8496)  acc5: 66.4062 (60.4718)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [74]  [1200/1251]  eta: 0:00:24  lr: 2.902e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.7835 (4.1459)  acc1: 40.2344 (37.8279)  acc5: 67.5781 (60.4717)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [74]  [1210/1251]  eta: 0:00:19  lr: 2.902e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4661 (4.1474)  acc1: 32.0312 (37.8084)  acc5: 57.0312 (60.4501)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [74]  [1220/1251]  eta: 0:00:14  lr: 2.902e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.6359 (4.1482)  acc1: 31.2500 (37.7806)  acc5: 51.9531 (60.4096)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [74]  [1230/1251]  eta: 0:00:10  lr: 2.902e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.1758 (4.1500)  acc1: 34.7656 (37.7694)  acc5: 61.7188 (60.4025)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [74]  [1240/1251]  eta: 0:00:05  lr: 2.902e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.6901 (4.1544)  acc1: 27.7344 (37.6851)  acc5: 51.1719 (60.3026)  time: 0.4742  data: 0.0006  max mem: 42896
Epoch: [74]  [1250/1251]  eta: 0:00:00  lr: 2.902e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.5758 (4.1546)  acc1: 29.6875 (37.7023)  acc5: 55.4688 (60.3139)  time: 0.4752  data: 0.0006  max mem: 42896
Epoch: [74] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:20  loss: 2.2980 (2.2980)  acc1: 72.6562 (72.6562)  acc5: 92.5781 (92.5781)  time: 2.8579  data: 2.6062  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 55.932 Acc@5 80.204 Loss: 2.993
Test: EMA  [ 0/49]  eta: 0:02:49  loss: nan (nan)  acc1: 37.8906 (37.8906)  acc5: 64.0625 (64.0625)  time: 3.4663  data: 3.2174  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 29.188 Acc@5 49.428 Loss: nan
Epoch: [75]  [   0/1251]  eta: 1:22:08  lr: 2.899e-02  img/s: 5.08e+02  pen: 4.7e-02  loss: 5.0761 (5.0761)  acc1: 16.7969 (16.7969)  acc5: 37.8906 (37.8906)  time: 3.9398  data: 3.4354  max mem: 42896
Epoch: [75]  [  10/1251]  eta: 0:16:18  lr: 2.899e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.5893 (4.3347)  acc1: 38.2812 (35.7955)  acc5: 59.3750 (59.3395)  time: 0.7889  data: 0.3126  max mem: 42896
Epoch: [75]  [  20/1251]  eta: 0:13:06  lr: 2.899e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.6220 (4.4264)  acc1: 35.1562 (33.8728)  acc5: 58.5938 (56.4732)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [75]  [  30/1251]  eta: 0:11:55  lr: 2.899e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.7341 (4.3749)  acc1: 32.0312 (34.1104)  acc5: 52.7344 (56.3760)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [75]  [  40/1251]  eta: 0:11:17  lr: 2.899e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 4.5378 (4.3656)  acc1: 32.4219 (34.6704)  acc5: 57.0312 (57.2123)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [75]  [  50/1251]  eta: 0:10:51  lr: 2.899e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.1886 (4.3062)  acc1: 39.0625 (35.5699)  acc5: 62.8906 (58.3027)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [75]  [  60/1251]  eta: 0:10:32  lr: 2.899e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.3200 (4.3164)  acc1: 40.2344 (35.7582)  acc5: 62.8906 (58.2159)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [75]  [  70/1251]  eta: 0:10:18  lr: 2.899e-02  img/s: 5.38e+02  pen: 4.7e-02  loss: 4.3804 (4.3332)  acc1: 34.7656 (35.5304)  acc5: 55.0781 (57.9335)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [75]  [  80/1251]  eta: 0:10:05  lr: 2.899e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.3684 (4.3251)  acc1: 34.7656 (35.6674)  acc5: 57.0312 (58.2031)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [75]  [  90/1251]  eta: 0:09:55  lr: 2.899e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.0883 (4.3067)  acc1: 38.2812 (35.9203)  acc5: 63.2812 (58.5251)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [75]  [ 100/1251]  eta: 0:09:46  lr: 2.899e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.9274 (4.2878)  acc1: 42.1875 (36.4093)  acc5: 63.2812 (58.9186)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [75]  [ 110/1251]  eta: 0:09:37  lr: 2.899e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.9974 (4.2849)  acc1: 38.2812 (36.3915)  acc5: 62.5000 (58.9668)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [75]  [ 120/1251]  eta: 0:09:29  lr: 2.899e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 4.5369 (4.2755)  acc1: 35.9375 (36.5702)  acc5: 56.6406 (59.0845)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [75]  [ 130/1251]  eta: 0:09:21  lr: 2.899e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.5097 (4.2237)  acc1: 44.1406 (37.1630)  acc5: 67.1875 (59.7239)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [75]  [ 140/1251]  eta: 0:09:14  lr: 2.899e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.4314 (4.2031)  acc1: 44.5312 (37.4391)  acc5: 67.5781 (59.9706)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [75]  [ 150/1251]  eta: 0:09:07  lr: 2.899e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.4836 (4.1827)  acc1: 41.7969 (37.6656)  acc5: 66.7969 (60.2701)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [75]  [ 160/1251]  eta: 0:09:01  lr: 2.899e-02  img/s: 5.08e+02  pen: 4.6e-02  loss: 3.8113 (4.1701)  acc1: 41.4062 (37.7548)  acc5: 66.7969 (60.3334)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [75]  [ 170/1251]  eta: 0:08:55  lr: 2.899e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.8113 (4.1572)  acc1: 41.4062 (37.9203)  acc5: 66.4062 (60.4806)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [75]  [ 180/1251]  eta: 0:08:48  lr: 2.899e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.4203 (4.1765)  acc1: 35.1562 (37.6511)  acc5: 62.5000 (60.1778)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [75]  [ 190/1251]  eta: 0:08:42  lr: 2.899e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.6124 (4.1961)  acc1: 33.9844 (37.3957)  acc5: 53.9062 (59.9129)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [75]  [ 200/1251]  eta: 0:08:37  lr: 2.899e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5808 (4.1955)  acc1: 35.1562 (37.4670)  acc5: 58.5938 (59.9930)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [75]  [ 210/1251]  eta: 0:08:31  lr: 2.899e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.5041 (4.1927)  acc1: 37.1094 (37.4833)  acc5: 60.5469 (60.0600)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [75]  [ 220/1251]  eta: 0:08:25  lr: 2.899e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.5041 (4.1932)  acc1: 37.1094 (37.4912)  acc5: 60.5469 (60.0855)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [75]  [ 230/1251]  eta: 0:08:20  lr: 2.899e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.3376 (4.1875)  acc1: 40.2344 (37.5592)  acc5: 61.3281 (60.0852)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [75]  [ 240/1251]  eta: 0:08:14  lr: 2.899e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.2947 (4.1853)  acc1: 40.2344 (37.5810)  acc5: 65.6250 (60.2308)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [75]  [ 250/1251]  eta: 0:08:09  lr: 2.899e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.7881 (4.1764)  acc1: 40.2344 (37.6712)  acc5: 66.0156 (60.3399)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [75]  [ 260/1251]  eta: 0:08:03  lr: 2.899e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0711 (4.1786)  acc1: 40.6250 (37.7948)  acc5: 60.1562 (60.3867)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [75]  [ 270/1251]  eta: 0:07:58  lr: 2.899e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.8762 (4.1670)  acc1: 40.6250 (37.8791)  acc5: 63.2812 (60.4647)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [75]  [ 280/1251]  eta: 0:07:53  lr: 2.899e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.5307 (4.1516)  acc1: 42.9688 (38.0616)  acc5: 65.6250 (60.6803)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [75]  [ 290/1251]  eta: 0:07:47  lr: 2.899e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.9594 (4.1493)  acc1: 42.1875 (38.0235)  acc5: 65.2344 (60.6194)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [75]  [ 300/1251]  eta: 0:07:42  lr: 2.899e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1684 (4.1476)  acc1: 39.0625 (38.0204)  acc5: 62.5000 (60.6325)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [75]  [ 310/1251]  eta: 0:07:37  lr: 2.899e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1788 (4.1471)  acc1: 39.4531 (38.0527)  acc5: 62.5000 (60.6712)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [75]  [ 320/1251]  eta: 0:07:32  lr: 2.899e-02  img/s: 4.96e+02  pen: 4.4e-02  loss: 4.1506 (4.1484)  acc1: 41.7969 (38.0768)  acc5: 66.0156 (60.7112)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [75]  [ 330/1251]  eta: 0:07:27  lr: 2.899e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.1506 (4.1492)  acc1: 41.7969 (38.0157)  acc5: 66.0156 (60.6106)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [75]  [ 340/1251]  eta: 0:07:21  lr: 2.899e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.4540 (4.1542)  acc1: 38.2812 (37.9949)  acc5: 60.5469 (60.5835)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [75]  [ 350/1251]  eta: 0:07:16  lr: 2.899e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3069 (4.1443)  acc1: 39.0625 (38.0620)  acc5: 61.7188 (60.6826)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [75]  [ 360/1251]  eta: 0:07:11  lr: 2.899e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.4706 (4.1585)  acc1: 34.3750 (37.9014)  acc5: 59.7656 (60.5025)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [75]  [ 370/1251]  eta: 0:07:06  lr: 2.899e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.5177 (4.1593)  acc1: 37.5000 (37.9285)  acc5: 59.3750 (60.5290)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [75]  [ 380/1251]  eta: 0:07:01  lr: 2.899e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.1926 (4.1605)  acc1: 39.4531 (37.9275)  acc5: 65.2344 (60.5592)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [75]  [ 390/1251]  eta: 0:06:56  lr: 2.899e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4271 (4.1677)  acc1: 34.3750 (37.7777)  acc5: 57.8125 (60.4070)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [75]  [ 400/1251]  eta: 0:06:51  lr: 2.899e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.7632 (4.1763)  acc1: 33.2031 (37.6578)  acc5: 54.6875 (60.2391)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [75]  [ 410/1251]  eta: 0:06:46  lr: 2.899e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.3855 (4.1762)  acc1: 37.5000 (37.6397)  acc5: 56.2500 (60.2332)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [75]  [ 420/1251]  eta: 0:06:41  lr: 2.899e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.7840 (4.1717)  acc1: 41.4062 (37.7023)  acc5: 66.4062 (60.3186)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [75]  [ 430/1251]  eta: 0:06:36  lr: 2.899e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1737 (4.1751)  acc1: 39.0625 (37.6133)  acc5: 62.8906 (60.2233)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [75]  [ 440/1251]  eta: 0:06:31  lr: 2.899e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.7220 (4.1761)  acc1: 31.2500 (37.6072)  acc5: 57.4219 (60.2333)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [75]  [ 450/1251]  eta: 0:06:26  lr: 2.899e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.4338 (4.1795)  acc1: 35.1562 (37.5901)  acc5: 57.8125 (60.2195)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [75]  [ 460/1251]  eta: 0:06:21  lr: 2.899e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.6638 (4.1836)  acc1: 30.8594 (37.4678)  acc5: 53.9062 (60.0935)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [75]  [ 470/1251]  eta: 0:06:16  lr: 2.899e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.4228 (4.1818)  acc1: 31.6406 (37.4685)  acc5: 57.4219 (60.1040)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [75]  [ 480/1251]  eta: 0:06:11  lr: 2.899e-02  img/s: 5.07e+02  pen: 4.4e-02  loss: 4.4228 (4.1837)  acc1: 33.2031 (37.4302)  acc5: 58.5938 (60.0385)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [75]  [ 490/1251]  eta: 0:06:06  lr: 2.899e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.5804 (4.1808)  acc1: 33.2031 (37.4371)  acc5: 58.5938 (60.0488)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [75]  [ 500/1251]  eta: 0:06:01  lr: 2.899e-02  img/s: 5.38e+02  pen: 4.8e-02  loss: 3.8796 (4.1791)  acc1: 41.7969 (37.4735)  acc5: 65.2344 (60.1048)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [75]  [ 510/1251]  eta: 0:05:57  lr: 2.899e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.1829 (4.1817)  acc1: 41.7969 (37.4625)  acc5: 65.6250 (60.0959)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [75]  [ 520/1251]  eta: 0:05:52  lr: 2.899e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 4.3663 (4.1877)  acc1: 36.3281 (37.3643)  acc5: 60.9375 (59.9876)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [75]  [ 530/1251]  eta: 0:05:47  lr: 2.899e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.3865 (4.1864)  acc1: 36.7188 (37.3985)  acc5: 59.7656 (59.9871)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [75]  [ 540/1251]  eta: 0:05:42  lr: 2.899e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3865 (4.1897)  acc1: 36.7188 (37.3253)  acc5: 59.7656 (59.9122)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [75]  [ 550/1251]  eta: 0:05:37  lr: 2.899e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0588 (4.1882)  acc1: 39.4531 (37.3547)  acc5: 62.8906 (59.9365)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [75]  [ 560/1251]  eta: 0:05:32  lr: 2.899e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.9767 (4.1867)  acc1: 41.7969 (37.3914)  acc5: 66.4062 (59.9996)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [75]  [ 570/1251]  eta: 0:05:27  lr: 2.899e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.5564 (4.1748)  acc1: 44.1406 (37.5123)  acc5: 68.7500 (60.1405)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [75]  [ 580/1251]  eta: 0:05:22  lr: 2.899e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.3461 (4.1688)  acc1: 45.3125 (37.5740)  acc5: 69.5312 (60.2161)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [75]  [ 590/1251]  eta: 0:05:17  lr: 2.899e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.2280 (4.1749)  acc1: 36.7188 (37.4901)  acc5: 61.3281 (60.1278)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [75]  [ 600/1251]  eta: 0:05:13  lr: 2.899e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3129 (4.1692)  acc1: 33.9844 (37.5305)  acc5: 58.2031 (60.1686)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [75]  [ 610/1251]  eta: 0:05:08  lr: 2.899e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.4044 (4.1653)  acc1: 45.3125 (37.5435)  acc5: 67.9688 (60.1646)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [75]  [ 620/1251]  eta: 0:05:03  lr: 2.899e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.0700 (4.1672)  acc1: 40.6250 (37.5830)  acc5: 63.6719 (60.1890)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [75]  [ 630/1251]  eta: 0:04:58  lr: 2.899e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4221 (4.1698)  acc1: 38.6719 (37.5378)  acc5: 63.6719 (60.1637)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [75]  [ 640/1251]  eta: 0:04:53  lr: 2.899e-02  img/s: 5.08e+02  pen: 4.4e-02  loss: 4.6673 (4.1736)  acc1: 36.7188 (37.4750)  acc5: 58.2031 (60.0715)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [75]  [ 650/1251]  eta: 0:04:48  lr: 2.899e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.5119 (4.1730)  acc1: 38.6719 (37.5000)  acc5: 60.1562 (60.1100)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [75]  [ 660/1251]  eta: 0:04:43  lr: 2.899e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 3.9546 (4.1731)  acc1: 41.0156 (37.5225)  acc5: 65.2344 (60.1367)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [75]  [ 670/1251]  eta: 0:04:39  lr: 2.899e-02  img/s: 5.42e+02  pen: 5.1e-02  loss: 4.4975 (4.1750)  acc1: 35.1562 (37.5017)  acc5: 60.9375 (60.1091)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [75]  [ 680/1251]  eta: 0:04:34  lr: 2.899e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.5139 (4.1736)  acc1: 35.1562 (37.5379)  acc5: 60.9375 (60.1717)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [75]  [ 690/1251]  eta: 0:04:29  lr: 2.899e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.3419 (4.1728)  acc1: 38.6719 (37.5526)  acc5: 61.3281 (60.1879)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [75]  [ 700/1251]  eta: 0:04:24  lr: 2.899e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.4573 (4.1752)  acc1: 37.5000 (37.5340)  acc5: 61.3281 (60.1618)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [75]  [ 710/1251]  eta: 0:04:19  lr: 2.899e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.4573 (4.1787)  acc1: 38.2812 (37.5077)  acc5: 60.1562 (60.1200)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [75]  [ 720/1251]  eta: 0:04:14  lr: 2.899e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2471 (4.1796)  acc1: 38.6719 (37.4648)  acc5: 60.1562 (60.0891)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [75]  [ 730/1251]  eta: 0:04:10  lr: 2.899e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.9794 (4.1754)  acc1: 40.2344 (37.5053)  acc5: 63.2812 (60.1354)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [75]  [ 740/1251]  eta: 0:04:05  lr: 2.899e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.3065 (4.1765)  acc1: 41.0156 (37.5000)  acc5: 62.8906 (60.1373)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [75]  [ 750/1251]  eta: 0:04:00  lr: 2.899e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.4368 (4.1759)  acc1: 40.2344 (37.4896)  acc5: 62.1094 (60.1412)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [75]  [ 760/1251]  eta: 0:03:55  lr: 2.899e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.7078 (4.1737)  acc1: 41.4062 (37.5169)  acc5: 64.4531 (60.1645)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [75]  [ 770/1251]  eta: 0:03:50  lr: 2.899e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.7141 (4.1804)  acc1: 33.2031 (37.4255)  acc5: 57.0312 (60.0661)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [75]  [ 780/1251]  eta: 0:03:45  lr: 2.899e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.5978 (4.1761)  acc1: 33.2031 (37.4810)  acc5: 57.4219 (60.1227)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [75]  [ 790/1251]  eta: 0:03:41  lr: 2.899e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.6717 (4.1748)  acc1: 42.1875 (37.4990)  acc5: 66.4062 (60.1434)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [75]  [ 800/1251]  eta: 0:03:36  lr: 2.899e-02  img/s: 4.97e+02  pen: 4.3e-02  loss: 4.1095 (4.1738)  acc1: 39.4531 (37.5268)  acc5: 62.8906 (60.1597)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [75]  [ 810/1251]  eta: 0:03:31  lr: 2.899e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.8865 (4.1722)  acc1: 39.4531 (37.5082)  acc5: 63.2812 (60.1254)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [75]  [ 820/1251]  eta: 0:03:26  lr: 2.899e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.0424 (4.1711)  acc1: 39.8438 (37.5271)  acc5: 64.4531 (60.1534)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [75]  [ 830/1251]  eta: 0:03:21  lr: 2.899e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.7664 (4.1660)  acc1: 39.8438 (37.5733)  acc5: 67.5781 (60.2159)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [75]  [ 840/1251]  eta: 0:03:17  lr: 2.899e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 3.7664 (4.1685)  acc1: 40.2344 (37.5715)  acc5: 67.5781 (60.2208)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [75]  [ 850/1251]  eta: 0:03:12  lr: 2.899e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.2466 (4.1655)  acc1: 39.0625 (37.6350)  acc5: 62.5000 (60.2903)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [75]  [ 860/1251]  eta: 0:03:07  lr: 2.899e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.3142 (4.1682)  acc1: 38.2812 (37.6157)  acc5: 63.6719 (60.2733)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [75]  [ 870/1251]  eta: 0:03:02  lr: 2.899e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.5451 (4.1706)  acc1: 36.7188 (37.5937)  acc5: 60.9375 (60.2325)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [75]  [ 880/1251]  eta: 0:02:57  lr: 2.899e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.6336 (4.1735)  acc1: 35.1562 (37.5696)  acc5: 58.9844 (60.2059)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [75]  [ 890/1251]  eta: 0:02:52  lr: 2.899e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.5439 (4.1726)  acc1: 36.3281 (37.5807)  acc5: 59.3750 (60.2347)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [75]  [ 900/1251]  eta: 0:02:48  lr: 2.899e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.3533 (4.1732)  acc1: 40.2344 (37.5863)  acc5: 61.7188 (60.2382)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [75]  [ 910/1251]  eta: 0:02:43  lr: 2.899e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.5235 (4.1756)  acc1: 35.9375 (37.5437)  acc5: 59.3750 (60.1880)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [75]  [ 920/1251]  eta: 0:02:38  lr: 2.899e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.1390 (4.1745)  acc1: 34.7656 (37.5522)  acc5: 57.8125 (60.1999)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [75]  [ 930/1251]  eta: 0:02:33  lr: 2.899e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.4724 (4.1772)  acc1: 34.7656 (37.5034)  acc5: 57.8125 (60.1411)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [75]  [ 940/1251]  eta: 0:02:28  lr: 2.899e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.0250 (4.1727)  acc1: 37.5000 (37.5656)  acc5: 62.1094 (60.2086)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [75]  [ 950/1251]  eta: 0:02:24  lr: 2.899e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.4595 (4.1681)  acc1: 45.3125 (37.6212)  acc5: 67.9688 (60.2598)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [75]  [ 960/1251]  eta: 0:02:19  lr: 2.899e-02  img/s: 5.09e+02  pen: 4.4e-02  loss: 3.3919 (4.1636)  acc1: 44.9219 (37.6606)  acc5: 70.3125 (60.3306)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [75]  [ 970/1251]  eta: 0:02:14  lr: 2.899e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.6547 (4.1632)  acc1: 41.7969 (37.6577)  acc5: 66.7969 (60.3288)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [75]  [ 980/1251]  eta: 0:02:09  lr: 2.899e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.1874 (4.1652)  acc1: 36.3281 (37.6131)  acc5: 62.8906 (60.2877)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [75]  [ 990/1251]  eta: 0:02:04  lr: 2.899e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.2819 (4.1648)  acc1: 36.7188 (37.6238)  acc5: 60.5469 (60.2899)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [75]  [1000/1251]  eta: 0:02:00  lr: 2.899e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.6816 (4.1708)  acc1: 35.9375 (37.5558)  acc5: 57.0312 (60.2113)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [75]  [1010/1251]  eta: 0:01:55  lr: 2.899e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.6841 (4.1741)  acc1: 30.8594 (37.5228)  acc5: 53.9062 (60.1713)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [75]  [1020/1251]  eta: 0:01:50  lr: 2.899e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.4964 (4.1751)  acc1: 35.5469 (37.4904)  acc5: 59.3750 (60.1341)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [75]  [1030/1251]  eta: 0:01:45  lr: 2.899e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.4958 (4.1748)  acc1: 37.5000 (37.4928)  acc5: 58.5938 (60.1350)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [75]  [1040/1251]  eta: 0:01:40  lr: 2.899e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.4067 (4.1743)  acc1: 37.5000 (37.5030)  acc5: 58.9844 (60.1364)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [75]  [1050/1251]  eta: 0:01:36  lr: 2.899e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.6305 (4.1777)  acc1: 33.5938 (37.4595)  acc5: 57.0312 (60.0823)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [75]  [1060/1251]  eta: 0:01:31  lr: 2.899e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 3.7897 (4.1742)  acc1: 39.4531 (37.4717)  acc5: 65.2344 (60.0955)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [75]  [1070/1251]  eta: 0:01:26  lr: 2.899e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.7763 (4.1766)  acc1: 38.6719 (37.4420)  acc5: 65.6250 (60.0662)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [75]  [1080/1251]  eta: 0:01:21  lr: 2.899e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.5119 (4.1780)  acc1: 36.7188 (37.4194)  acc5: 58.5938 (60.0392)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [75]  [1090/1251]  eta: 0:01:17  lr: 2.899e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.4939 (4.1785)  acc1: 36.7188 (37.4123)  acc5: 59.3750 (60.0277)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [75]  [1100/1251]  eta: 0:01:12  lr: 2.899e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.4939 (4.1785)  acc1: 36.3281 (37.3996)  acc5: 59.3750 (60.0108)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [75]  [1110/1251]  eta: 0:01:07  lr: 2.899e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.5952 (4.1816)  acc1: 35.5469 (37.3421)  acc5: 57.0312 (59.9383)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [75]  [1120/1251]  eta: 0:01:02  lr: 2.899e-02  img/s: 4.96e+02  pen: 4.1e-02  loss: 4.6339 (4.1835)  acc1: 33.2031 (37.3303)  acc5: 57.0312 (59.9406)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [75]  [1130/1251]  eta: 0:00:57  lr: 2.899e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 4.3208 (4.1816)  acc1: 35.9375 (37.3560)  acc5: 63.2812 (59.9694)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [75]  [1140/1251]  eta: 0:00:53  lr: 2.899e-02  img/s: 5.38e+02  pen: 3.6e-02  loss: 3.6301 (4.1801)  acc1: 42.5781 (37.3778)  acc5: 65.2344 (59.9858)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [75]  [1150/1251]  eta: 0:00:48  lr: 2.899e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.7581 (4.1781)  acc1: 43.3594 (37.4175)  acc5: 66.4062 (60.0303)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [75]  [1160/1251]  eta: 0:00:43  lr: 2.899e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 3.7581 (4.1767)  acc1: 43.7500 (37.4458)  acc5: 67.9688 (60.0509)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [75]  [1170/1251]  eta: 0:00:38  lr: 2.899e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.4415 (4.1799)  acc1: 36.7188 (37.4223)  acc5: 60.1562 (60.0215)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [75]  [1180/1251]  eta: 0:00:33  lr: 2.899e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.7247 (4.1819)  acc1: 33.2031 (37.3654)  acc5: 57.8125 (59.9571)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [75]  [1190/1251]  eta: 0:00:29  lr: 2.899e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.5819 (4.1818)  acc1: 33.9844 (37.3521)  acc5: 58.2031 (59.9454)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [75]  [1200/1251]  eta: 0:00:24  lr: 2.899e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.0833 (4.1794)  acc1: 41.7969 (37.3748)  acc5: 65.2344 (59.9744)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [75]  [1210/1251]  eta: 0:00:19  lr: 2.899e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.8452 (4.1786)  acc1: 44.9219 (37.3874)  acc5: 65.6250 (59.9817)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [75]  [1220/1251]  eta: 0:00:14  lr: 2.899e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 3.7866 (4.1768)  acc1: 44.9219 (37.4120)  acc5: 68.3594 (60.0062)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [75]  [1230/1251]  eta: 0:00:10  lr: 2.899e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.7866 (4.1757)  acc1: 41.7969 (37.4289)  acc5: 67.5781 (60.0227)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [75]  [1240/1251]  eta: 0:00:05  lr: 2.899e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.7224 (4.1729)  acc1: 41.0156 (37.4717)  acc5: 66.4062 (60.0709)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [75]  [1250/1251]  eta: 0:00:00  lr: 2.899e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.0524 (4.1754)  acc1: 40.6250 (37.4541)  acc5: 65.6250 (60.0445)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [75] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:30  loss: 2.4489 (2.4489)  acc1: 71.8750 (71.8750)  acc5: 89.8438 (89.8438)  time: 3.0711  data: 2.8234  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 56.506 Acc@5 80.692 Loss: 2.985
Test: EMA  [ 0/49]  eta: 0:02:24  loss: nan (nan)  acc1: 40.2344 (40.2344)  acc5: 68.3594 (68.3594)  time: 2.9423  data: 2.6927  max mem: 42896
Test: EMA Total time: 0:00:17
Test: EMA Acc@1 31.618 Acc@5 52.950 Loss: nan
Epoch: [76]  [   0/1251]  eta: 1:12:24  lr: 2.896e-02  img/s: 5.05e+02  pen: 4.1e-02  loss: 3.4938 (3.4938)  acc1: 43.7500 (43.7500)  acc5: 67.5781 (67.5781)  time: 3.4726  data: 2.9655  max mem: 42896
Epoch: [76]  [  10/1251]  eta: 0:15:57  lr: 2.896e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.5284 (3.8290)  acc1: 44.1406 (41.5483)  acc5: 67.9688 (63.7074)  time: 0.7716  data: 0.2958  max mem: 42896
Epoch: [76]  [  20/1251]  eta: 0:12:55  lr: 2.896e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.8941 (3.9321)  acc1: 44.1406 (40.2716)  acc5: 67.9688 (62.7418)  time: 0.4875  data: 0.0146  max mem: 42896
Epoch: [76]  [  30/1251]  eta: 0:11:47  lr: 2.896e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.2980 (4.0449)  acc1: 39.8438 (38.7223)  acc5: 62.5000 (60.9879)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [76]  [  40/1251]  eta: 0:11:11  lr: 2.896e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.5637 (4.0670)  acc1: 34.7656 (38.4718)  acc5: 56.6406 (60.8136)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [76]  [  50/1251]  eta: 0:10:47  lr: 2.896e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 3.6853 (4.0430)  acc1: 44.9219 (38.9476)  acc5: 68.7500 (61.6805)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [76]  [  60/1251]  eta: 0:10:28  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.7256 (4.0825)  acc1: 44.1406 (38.7167)  acc5: 68.3594 (61.4434)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [76]  [  70/1251]  eta: 0:10:15  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.0842 (4.0773)  acc1: 42.5781 (38.5508)  acc5: 65.2344 (61.2346)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [76]  [  80/1251]  eta: 0:10:03  lr: 2.896e-02  img/s: 5.38e+02  pen: 3.9e-02  loss: 3.8830 (4.0577)  acc1: 42.1875 (38.7973)  acc5: 65.2344 (61.6416)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [76]  [  90/1251]  eta: 0:09:53  lr: 2.896e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 3.7009 (4.0611)  acc1: 40.6250 (38.8565)  acc5: 65.6250 (61.6973)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [76]  [ 100/1251]  eta: 0:09:44  lr: 2.896e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.1579 (4.0739)  acc1: 41.4062 (38.9619)  acc5: 64.8438 (61.8232)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [76]  [ 110/1251]  eta: 0:09:35  lr: 2.896e-02  img/s: 5.36e+02  pen: 4.2e-02  loss: 4.1579 (4.0712)  acc1: 42.1875 (38.9288)  acc5: 64.8438 (61.8947)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [76]  [ 120/1251]  eta: 0:09:27  lr: 2.896e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.8045 (4.0492)  acc1: 42.1875 (39.1077)  acc5: 66.0156 (62.1610)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [76]  [ 130/1251]  eta: 0:09:20  lr: 2.896e-02  img/s: 5.39e+02  pen: 3.7e-02  loss: 3.9332 (4.0693)  acc1: 40.2344 (38.7971)  acc5: 65.6250 (61.8857)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [76]  [ 140/1251]  eta: 0:09:13  lr: 2.896e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.0194 (4.0594)  acc1: 40.2344 (39.0043)  acc5: 63.6719 (62.1011)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [76]  [ 150/1251]  eta: 0:09:06  lr: 2.896e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.5997 (4.0655)  acc1: 40.2344 (38.8064)  acc5: 63.6719 (61.9076)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [76]  [ 160/1251]  eta: 0:09:00  lr: 2.896e-02  img/s: 5.11e+02  pen: 4.6e-02  loss: 4.4821 (4.0731)  acc1: 36.7188 (38.6088)  acc5: 59.7656 (61.7673)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [76]  [ 170/1251]  eta: 0:08:54  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.9344 (4.0697)  acc1: 39.0625 (38.5782)  acc5: 62.8906 (61.7530)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [76]  [ 180/1251]  eta: 0:08:48  lr: 2.896e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.4498 (4.0431)  acc1: 44.5312 (38.9028)  acc5: 69.1406 (62.1763)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [76]  [ 190/1251]  eta: 0:08:42  lr: 2.896e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.1577 (4.0710)  acc1: 41.0156 (38.6412)  acc5: 64.4531 (61.7474)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [76]  [ 200/1251]  eta: 0:08:36  lr: 2.896e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.6277 (4.0865)  acc1: 33.9844 (38.5203)  acc5: 55.0781 (61.5536)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [76]  [ 210/1251]  eta: 0:08:30  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.6277 (4.1080)  acc1: 33.9844 (38.3072)  acc5: 56.6406 (61.2726)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [76]  [ 220/1251]  eta: 0:08:24  lr: 2.896e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.5636 (4.1136)  acc1: 39.4531 (38.4014)  acc5: 59.7656 (61.3529)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [76]  [ 230/1251]  eta: 0:08:19  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.5636 (4.1401)  acc1: 39.0625 (38.1798)  acc5: 61.3281 (61.0897)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [76]  [ 240/1251]  eta: 0:08:13  lr: 2.896e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.5959 (4.1402)  acc1: 37.5000 (38.1840)  acc5: 61.3281 (61.0915)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [76]  [ 250/1251]  eta: 0:08:08  lr: 2.896e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 3.9061 (4.1426)  acc1: 38.2812 (38.1661)  acc5: 62.5000 (61.0745)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [76]  [ 260/1251]  eta: 0:08:03  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.6658 (4.1466)  acc1: 33.9844 (38.0642)  acc5: 58.5938 (60.9704)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [76]  [ 270/1251]  eta: 0:07:57  lr: 2.896e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.8942 (4.1373)  acc1: 44.9219 (38.2971)  acc5: 66.4062 (61.1681)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [76]  [ 280/1251]  eta: 0:07:52  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.8942 (4.1358)  acc1: 44.5312 (38.2493)  acc5: 66.4062 (61.0793)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [76]  [ 290/1251]  eta: 0:07:47  lr: 2.896e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.4341 (4.1449)  acc1: 36.7188 (38.1027)  acc5: 58.5938 (60.9039)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [76]  [ 300/1251]  eta: 0:07:42  lr: 2.896e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.6452 (4.1535)  acc1: 33.5938 (38.0334)  acc5: 56.6406 (60.8454)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [76]  [ 310/1251]  eta: 0:07:36  lr: 2.896e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.6500 (4.1541)  acc1: 33.2031 (37.8881)  acc5: 56.6406 (60.6649)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [76]  [ 320/1251]  eta: 0:07:31  lr: 2.896e-02  img/s: 4.84e+02  pen: 4.4e-02  loss: 4.0968 (4.1483)  acc1: 42.5781 (37.9941)  acc5: 66.7969 (60.7866)  time: 0.4772  data: 0.0003  max mem: 42896
Epoch: [76]  [ 330/1251]  eta: 0:07:26  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 3.7635 (4.1488)  acc1: 42.5781 (37.9307)  acc5: 66.7969 (60.7298)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [76]  [ 340/1251]  eta: 0:07:21  lr: 2.896e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 4.6977 (4.1558)  acc1: 35.5469 (37.7784)  acc5: 55.0781 (60.5274)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [76]  [ 350/1251]  eta: 0:07:16  lr: 2.896e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.1131 (4.1544)  acc1: 39.8438 (37.8417)  acc5: 59.7656 (60.5636)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [76]  [ 360/1251]  eta: 0:07:11  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.7678 (4.1450)  acc1: 43.7500 (37.9934)  acc5: 68.3594 (60.7427)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [76]  [ 370/1251]  eta: 0:07:06  lr: 2.896e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.0423 (4.1451)  acc1: 42.1875 (38.0496)  acc5: 66.0156 (60.7964)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [76]  [ 380/1251]  eta: 0:07:01  lr: 2.896e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.1254 (4.1445)  acc1: 39.8438 (38.0854)  acc5: 62.8906 (60.8380)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [76]  [ 390/1251]  eta: 0:06:56  lr: 2.896e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.8942 (4.1360)  acc1: 42.5781 (38.2103)  acc5: 67.5781 (60.9795)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [76]  [ 400/1251]  eta: 0:06:51  lr: 2.896e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.9972 (4.1437)  acc1: 41.4062 (38.1342)  acc5: 65.2344 (60.8722)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [76]  [ 410/1251]  eta: 0:06:46  lr: 2.896e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.5296 (4.1441)  acc1: 39.8438 (38.1586)  acc5: 60.9375 (60.8909)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [76]  [ 420/1251]  eta: 0:06:41  lr: 2.896e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3320 (4.1445)  acc1: 41.4062 (38.1699)  acc5: 63.6719 (60.9124)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [76]  [ 430/1251]  eta: 0:06:36  lr: 2.896e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.3320 (4.1523)  acc1: 37.1094 (38.1235)  acc5: 62.1094 (60.8532)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [76]  [ 440/1251]  eta: 0:06:31  lr: 2.896e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.5807 (4.1536)  acc1: 36.3281 (38.0731)  acc5: 58.9844 (60.8215)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [76]  [ 450/1251]  eta: 0:06:26  lr: 2.896e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.2267 (4.1537)  acc1: 36.3281 (38.0223)  acc5: 59.3750 (60.8076)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [76]  [ 460/1251]  eta: 0:06:21  lr: 2.896e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.0383 (4.1512)  acc1: 38.2812 (38.0686)  acc5: 67.1875 (60.8739)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [76]  [ 470/1251]  eta: 0:06:16  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7920 (4.1463)  acc1: 42.1875 (38.0922)  acc5: 68.3594 (60.9143)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [76]  [ 480/1251]  eta: 0:06:11  lr: 2.896e-02  img/s: 5.09e+02  pen: 4.3e-02  loss: 3.7920 (4.1447)  acc1: 39.0625 (38.0888)  acc5: 67.5781 (60.9359)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [76]  [ 490/1251]  eta: 0:06:06  lr: 2.896e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.3707 (4.1514)  acc1: 37.8906 (37.9909)  acc5: 60.5469 (60.8229)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [76]  [ 500/1251]  eta: 0:06:01  lr: 2.896e-02  img/s: 5.37e+02  pen: 4.4e-02  loss: 3.9372 (4.1461)  acc1: 41.0156 (38.0614)  acc5: 64.4531 (60.9141)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [76]  [ 510/1251]  eta: 0:05:56  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.6711 (4.1429)  acc1: 42.1875 (38.1238)  acc5: 67.5781 (60.9795)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [76]  [ 520/1251]  eta: 0:05:51  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.7888 (4.1382)  acc1: 43.3594 (38.2063)  acc5: 66.0156 (61.0560)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [76]  [ 530/1251]  eta: 0:05:47  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.7888 (4.1357)  acc1: 44.1406 (38.2349)  acc5: 66.0156 (61.0839)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [76]  [ 540/1251]  eta: 0:05:42  lr: 2.896e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.9643 (4.1348)  acc1: 39.4531 (38.2401)  acc5: 63.6719 (61.0769)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [76]  [ 550/1251]  eta: 0:05:37  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.7497 (4.1294)  acc1: 43.3594 (38.3287)  acc5: 64.4531 (61.1821)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [76]  [ 560/1251]  eta: 0:05:32  lr: 2.896e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.9842 (4.1346)  acc1: 41.0156 (38.2527)  acc5: 64.4531 (61.0907)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [76]  [ 570/1251]  eta: 0:05:27  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.9975 (4.1298)  acc1: 41.0156 (38.3408)  acc5: 64.4531 (61.1975)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [76]  [ 580/1251]  eta: 0:05:22  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.5149 (4.1262)  acc1: 43.3594 (38.3781)  acc5: 66.7969 (61.2132)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [76]  [ 590/1251]  eta: 0:05:17  lr: 2.896e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.7415 (4.1272)  acc1: 42.5781 (38.3725)  acc5: 66.0156 (61.2065)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [76]  [ 600/1251]  eta: 0:05:12  lr: 2.896e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.6134 (4.1343)  acc1: 31.6406 (38.2533)  acc5: 56.2500 (61.0545)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [76]  [ 610/1251]  eta: 0:05:08  lr: 2.896e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.5309 (4.1356)  acc1: 33.2031 (38.2365)  acc5: 57.0312 (61.0372)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [76]  [ 620/1251]  eta: 0:05:03  lr: 2.896e-02  img/s: 5.37e+02  pen: 4.7e-02  loss: 4.1181 (4.1342)  acc1: 35.5469 (38.2429)  acc5: 62.5000 (61.0602)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [76]  [ 630/1251]  eta: 0:04:58  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.8850 (4.1302)  acc1: 43.3594 (38.3147)  acc5: 66.4062 (61.1344)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [76]  [ 640/1251]  eta: 0:04:53  lr: 2.896e-02  img/s: 5.08e+02  pen: 4.4e-02  loss: 3.6394 (4.1260)  acc1: 42.9688 (38.3635)  acc5: 67.5781 (61.1928)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [76]  [ 650/1251]  eta: 0:04:48  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.8756 (4.1287)  acc1: 40.2344 (38.3377)  acc5: 67.5781 (61.1631)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [76]  [ 660/1251]  eta: 0:04:43  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.4701 (4.1189)  acc1: 42.9688 (38.4603)  acc5: 68.3594 (61.2844)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [76]  [ 670/1251]  eta: 0:04:38  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.3085 (4.1239)  acc1: 45.3125 (38.3645)  acc5: 68.7500 (61.1651)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [76]  [ 680/1251]  eta: 0:04:34  lr: 2.896e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.2085 (4.1227)  acc1: 39.4531 (38.3770)  acc5: 62.1094 (61.1698)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [76]  [ 690/1251]  eta: 0:04:29  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2085 (4.1272)  acc1: 40.2344 (38.3316)  acc5: 62.8906 (61.1082)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [76]  [ 700/1251]  eta: 0:04:24  lr: 2.896e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.4801 (4.1305)  acc1: 39.0625 (38.3292)  acc5: 60.5469 (61.0835)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [76]  [ 710/1251]  eta: 0:04:19  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2527 (4.1308)  acc1: 39.0625 (38.3345)  acc5: 60.5469 (61.0919)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [76]  [ 720/1251]  eta: 0:04:14  lr: 2.896e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 3.5562 (4.1261)  acc1: 43.7500 (38.4129)  acc5: 68.7500 (61.1840)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [76]  [ 730/1251]  eta: 0:04:09  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7511 (4.1274)  acc1: 42.5781 (38.3817)  acc5: 65.6250 (61.1443)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [76]  [ 740/1251]  eta: 0:04:05  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.2580 (4.1284)  acc1: 39.0625 (38.3556)  acc5: 61.3281 (61.1204)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [76]  [ 750/1251]  eta: 0:04:00  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1102 (4.1263)  acc1: 40.2344 (38.3962)  acc5: 64.0625 (61.1752)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [76]  [ 760/1251]  eta: 0:03:55  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.6540 (4.1346)  acc1: 35.1562 (38.2931)  acc5: 58.5938 (61.0520)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [76]  [ 770/1251]  eta: 0:03:50  lr: 2.896e-02  img/s: 5.39e+02  pen: 3.7e-02  loss: 4.5863 (4.1328)  acc1: 34.3750 (38.2924)  acc5: 57.8125 (61.0723)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [76]  [ 780/1251]  eta: 0:03:45  lr: 2.896e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.7751 (4.1309)  acc1: 42.5781 (38.3438)  acc5: 67.5781 (61.1086)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [76]  [ 790/1251]  eta: 0:03:40  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2688 (4.1349)  acc1: 40.6250 (38.3059)  acc5: 64.4531 (61.0565)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [76]  [ 800/1251]  eta: 0:03:36  lr: 2.896e-02  img/s: 5.09e+02  pen: 4.7e-02  loss: 4.5224 (4.1357)  acc1: 36.7188 (38.2730)  acc5: 59.3750 (61.0160)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [76]  [ 810/1251]  eta: 0:03:31  lr: 2.896e-02  img/s: 5.41e+02  pen: 5.2e-02  loss: 3.3876 (4.1279)  acc1: 44.1406 (38.3708)  acc5: 66.4062 (61.1066)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [76]  [ 820/1251]  eta: 0:03:26  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.8695 (4.1339)  acc1: 40.2344 (38.2655)  acc5: 64.0625 (60.9974)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [76]  [ 830/1251]  eta: 0:03:21  lr: 2.896e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.6528 (4.1360)  acc1: 34.3750 (38.2220)  acc5: 57.0312 (60.9408)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [76]  [ 840/1251]  eta: 0:03:16  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1514 (4.1356)  acc1: 40.6250 (38.2390)  acc5: 60.9375 (60.9514)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [76]  [ 850/1251]  eta: 0:03:12  lr: 2.896e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.1514 (4.1378)  acc1: 40.2344 (38.2275)  acc5: 58.9844 (60.9265)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [76]  [ 860/1251]  eta: 0:03:07  lr: 2.896e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.0277 (4.1363)  acc1: 37.8906 (38.2259)  acc5: 62.8906 (60.9334)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [76]  [ 870/1251]  eta: 0:03:02  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.9923 (4.1364)  acc1: 40.6250 (38.2440)  acc5: 66.7969 (60.9527)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [76]  [ 880/1251]  eta: 0:02:57  lr: 2.896e-02  img/s: 5.39e+02  pen: 3.7e-02  loss: 3.9923 (4.1349)  acc1: 43.3594 (38.2591)  acc5: 67.5781 (60.9721)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [76]  [ 890/1251]  eta: 0:02:52  lr: 2.896e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.7003 (4.1351)  acc1: 43.3594 (38.2606)  acc5: 64.0625 (60.9656)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [76]  [ 900/1251]  eta: 0:02:48  lr: 2.896e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.1739 (4.1353)  acc1: 41.4062 (38.2691)  acc5: 63.6719 (60.9770)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [76]  [ 910/1251]  eta: 0:02:43  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.3885 (4.1395)  acc1: 39.0625 (38.2186)  acc5: 58.5938 (60.9135)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [76]  [ 920/1251]  eta: 0:02:38  lr: 2.896e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.6237 (4.1397)  acc1: 33.5938 (38.2087)  acc5: 56.2500 (60.9095)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [76]  [ 930/1251]  eta: 0:02:33  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.7309 (4.1362)  acc1: 40.6250 (38.2372)  acc5: 66.4062 (60.9530)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [76]  [ 940/1251]  eta: 0:02:28  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.9884 (4.1384)  acc1: 40.2344 (38.1970)  acc5: 65.6250 (60.9271)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [76]  [ 950/1251]  eta: 0:02:24  lr: 2.896e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.4662 (4.1379)  acc1: 36.7188 (38.1839)  acc5: 59.7656 (60.9244)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [76]  [ 960/1251]  eta: 0:02:19  lr: 2.896e-02  img/s: 5.06e+02  pen: 4.7e-02  loss: 3.7517 (4.1363)  acc1: 40.6250 (38.1902)  acc5: 64.4531 (60.9241)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [76]  [ 970/1251]  eta: 0:02:14  lr: 2.896e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.7517 (4.1368)  acc1: 41.0156 (38.1863)  acc5: 64.4531 (60.9246)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [76]  [ 980/1251]  eta: 0:02:09  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.3983 (4.1390)  acc1: 37.8906 (38.1494)  acc5: 62.1094 (60.8798)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [76]  [ 990/1251]  eta: 0:02:04  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1920 (4.1373)  acc1: 39.8438 (38.1484)  acc5: 63.2812 (60.8898)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [76]  [1000/1251]  eta: 0:02:00  lr: 2.896e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 3.4032 (4.1351)  acc1: 43.3594 (38.1595)  acc5: 67.9688 (60.9117)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [76]  [1010/1251]  eta: 0:01:55  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0437 (4.1361)  acc1: 39.8438 (38.1580)  acc5: 62.5000 (60.9058)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [76]  [1020/1251]  eta: 0:01:50  lr: 2.896e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.2102 (4.1361)  acc1: 39.0625 (38.1554)  acc5: 62.1094 (60.9050)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [76]  [1030/1251]  eta: 0:01:45  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.9094 (4.1365)  acc1: 40.6250 (38.1464)  acc5: 65.6250 (60.8973)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [76]  [1040/1251]  eta: 0:01:40  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0781 (4.1375)  acc1: 38.6719 (38.1312)  acc5: 60.1562 (60.8748)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [76]  [1050/1251]  eta: 0:01:36  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.5794 (4.1392)  acc1: 37.8906 (38.1103)  acc5: 59.3750 (60.8457)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [76]  [1060/1251]  eta: 0:01:31  lr: 2.896e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.2646 (4.1369)  acc1: 39.4531 (38.1277)  acc5: 64.0625 (60.8749)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [76]  [1070/1251]  eta: 0:01:26  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0693 (4.1380)  acc1: 41.0156 (38.1098)  acc5: 64.0625 (60.8631)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [76]  [1080/1251]  eta: 0:01:21  lr: 2.896e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2930 (4.1377)  acc1: 38.2812 (38.0995)  acc5: 63.6719 (60.8685)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [76]  [1090/1251]  eta: 0:01:17  lr: 2.896e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 3.7882 (4.1344)  acc1: 42.5781 (38.1405)  acc5: 66.4062 (60.9028)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [76]  [1100/1251]  eta: 0:01:12  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.5175 (4.1314)  acc1: 45.3125 (38.1766)  acc5: 66.4062 (60.9499)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [76]  [1110/1251]  eta: 0:01:07  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.7956 (4.1320)  acc1: 41.0156 (38.1698)  acc5: 65.6250 (60.9470)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [76]  [1120/1251]  eta: 0:01:02  lr: 2.896e-02  img/s: 5.07e+02  pen: 4.6e-02  loss: 3.9200 (4.1297)  acc1: 43.7500 (38.1858)  acc5: 67.5781 (60.9703)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [76]  [1130/1251]  eta: 0:00:57  lr: 2.896e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.9200 (4.1308)  acc1: 44.5312 (38.1631)  acc5: 65.6250 (60.9378)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [76]  [1140/1251]  eta: 0:00:53  lr: 2.896e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.6956 (4.1340)  acc1: 33.5938 (38.1025)  acc5: 54.2969 (60.8636)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [76]  [1150/1251]  eta: 0:00:48  lr: 2.896e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.5496 (4.1357)  acc1: 30.8594 (38.0844)  acc5: 52.3438 (60.8313)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [76]  [1160/1251]  eta: 0:00:43  lr: 2.896e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 4.0704 (4.1347)  acc1: 41.7969 (38.0763)  acc5: 61.3281 (60.8184)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [76]  [1170/1251]  eta: 0:00:38  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.4861 (4.1370)  acc1: 34.7656 (38.0511)  acc5: 59.7656 (60.8004)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [76]  [1180/1251]  eta: 0:00:33  lr: 2.896e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.4861 (4.1368)  acc1: 34.7656 (38.0540)  acc5: 58.5938 (60.8002)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [76]  [1190/1251]  eta: 0:00:29  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2846 (4.1377)  acc1: 38.6719 (38.0602)  acc5: 59.3750 (60.8001)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [76]  [1200/1251]  eta: 0:00:24  lr: 2.896e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 3.9148 (4.1379)  acc1: 41.7969 (38.0776)  acc5: 64.0625 (60.7993)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [76]  [1210/1251]  eta: 0:00:19  lr: 2.896e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.9148 (4.1389)  acc1: 42.1875 (38.0558)  acc5: 66.4062 (60.7640)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [76]  [1220/1251]  eta: 0:00:14  lr: 2.896e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.6596 (4.1406)  acc1: 35.9375 (38.0343)  acc5: 56.2500 (60.7404)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [76]  [1230/1251]  eta: 0:00:10  lr: 2.896e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.2893 (4.1410)  acc1: 39.4531 (38.0496)  acc5: 61.7188 (60.7506)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [76]  [1240/1251]  eta: 0:00:05  lr: 2.896e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.2893 (4.1437)  acc1: 39.8438 (38.0241)  acc5: 61.7188 (60.7112)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [76]  [1250/1251]  eta: 0:00:00  lr: 2.896e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.1579 (4.1418)  acc1: 39.8438 (38.0377)  acc5: 62.5000 (60.7380)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [76] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:22  loss: 2.3944 (2.3944)  acc1: 70.7031 (70.7031)  acc5: 91.4062 (91.4062)  time: 2.9114  data: 2.6631  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 55.772 Acc@5 80.336 Loss: 2.999
Test: EMA  [ 0/49]  eta: 0:02:51  loss: nan (nan)  acc1: 43.3594 (43.3594)  acc5: 71.8750 (71.8750)  time: 3.5030  data: 3.2499  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 33.810 Acc@5 55.914 Loss: nan
Epoch: [77]  [   0/1251]  eta: 1:17:45  lr: 2.893e-02  img/s: 5.10e+02  pen: 4.6e-02  loss: 4.4397 (4.4397)  acc1: 39.4531 (39.4531)  acc5: 62.5000 (62.5000)  time: 3.7291  data: 3.2275  max mem: 42896
Epoch: [77]  [  10/1251]  eta: 0:15:56  lr: 2.893e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 3.8134 (4.0646)  acc1: 43.3594 (38.9560)  acc5: 67.5781 (61.6832)  time: 0.7710  data: 0.2937  max mem: 42896
Epoch: [77]  [  20/1251]  eta: 0:12:55  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.3320 (3.8529)  acc1: 44.9219 (41.2388)  acc5: 68.3594 (64.4345)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [77]  [  30/1251]  eta: 0:11:47  lr: 2.893e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.3811 (3.8931)  acc1: 43.7500 (41.4189)  acc5: 68.3594 (64.3901)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [77]  [  40/1251]  eta: 0:11:11  lr: 2.893e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.0593 (3.9389)  acc1: 42.1875 (41.0918)  acc5: 64.4531 (63.6909)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [77]  [  50/1251]  eta: 0:10:46  lr: 2.893e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.5062 (4.0612)  acc1: 36.3281 (39.8284)  acc5: 60.1562 (62.2932)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [77]  [  60/1251]  eta: 0:10:28  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.5062 (4.0754)  acc1: 35.5469 (39.4019)  acc5: 57.8125 (61.8660)  time: 0.4735  data: 0.0004  max mem: 42896
Epoch: [77]  [  70/1251]  eta: 0:10:14  lr: 2.893e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.4285 (4.1021)  acc1: 35.9375 (39.0240)  acc5: 57.8125 (61.6637)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [77]  [  80/1251]  eta: 0:10:03  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3734 (4.1041)  acc1: 35.9375 (38.8889)  acc5: 62.5000 (61.4101)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [77]  [  90/1251]  eta: 0:09:52  lr: 2.893e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.3734 (4.1251)  acc1: 35.9375 (38.4916)  acc5: 62.1094 (60.9418)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [77]  [ 100/1251]  eta: 0:09:43  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.5908 (4.1543)  acc1: 35.1562 (38.0801)  acc5: 57.8125 (60.4347)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [77]  [ 110/1251]  eta: 0:09:35  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0207 (4.1182)  acc1: 39.8438 (38.3763)  acc5: 64.4531 (60.7686)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [77]  [ 120/1251]  eta: 0:09:27  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0207 (4.1365)  acc1: 41.0156 (38.0230)  acc5: 68.3594 (60.3725)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [77]  [ 130/1251]  eta: 0:09:20  lr: 2.893e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 3.7548 (4.1024)  acc1: 42.5781 (38.3290)  acc5: 67.9688 (60.9047)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [77]  [ 140/1251]  eta: 0:09:13  lr: 2.893e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 3.5340 (4.0990)  acc1: 42.5781 (38.3228)  acc5: 66.4062 (60.9846)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [77]  [ 150/1251]  eta: 0:09:06  lr: 2.893e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.0592 (4.0950)  acc1: 42.1875 (38.5736)  acc5: 65.2344 (61.2350)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [77]  [ 160/1251]  eta: 0:09:00  lr: 2.893e-02  img/s: 4.96e+02  pen: 4.6e-02  loss: 4.2391 (4.1123)  acc1: 39.4531 (38.3783)  acc5: 62.5000 (60.9472)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [77]  [ 170/1251]  eta: 0:08:54  lr: 2.893e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.3307 (4.1073)  acc1: 39.4531 (38.4686)  acc5: 64.8438 (61.0403)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [77]  [ 180/1251]  eta: 0:08:48  lr: 2.893e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.3175 (4.1135)  acc1: 40.2344 (38.2554)  acc5: 63.6719 (60.8404)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [77]  [ 190/1251]  eta: 0:08:42  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.4987 (4.0975)  acc1: 42.5781 (38.4408)  acc5: 63.6719 (60.9395)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [77]  [ 200/1251]  eta: 0:08:36  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.5927 (4.0994)  acc1: 46.0938 (38.4289)  acc5: 65.6250 (60.9258)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [77]  [ 210/1251]  eta: 0:08:30  lr: 2.893e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.2618 (4.1011)  acc1: 40.6250 (38.4479)  acc5: 64.8438 (60.9486)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [77]  [ 220/1251]  eta: 0:08:25  lr: 2.893e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.3386 (4.1122)  acc1: 38.2812 (38.3060)  acc5: 62.8906 (60.8314)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [77]  [ 230/1251]  eta: 0:08:19  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.5112 (4.1181)  acc1: 38.2812 (38.3709)  acc5: 62.8906 (60.9071)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [77]  [ 240/1251]  eta: 0:08:14  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.2753 (4.1160)  acc1: 42.5781 (38.3477)  acc5: 63.2812 (60.9099)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [77]  [ 250/1251]  eta: 0:08:08  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.3771 (4.1263)  acc1: 39.4531 (38.4089)  acc5: 62.8906 (60.9422)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [77]  [ 260/1251]  eta: 0:08:03  lr: 2.893e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 4.3936 (4.1288)  acc1: 41.0156 (38.4115)  acc5: 62.8906 (60.9749)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [77]  [ 270/1251]  eta: 0:07:58  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3936 (4.1294)  acc1: 38.2812 (38.4528)  acc5: 63.2812 (61.0326)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [77]  [ 280/1251]  eta: 0:07:52  lr: 2.893e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 3.9521 (4.1201)  acc1: 40.2344 (38.5523)  acc5: 66.4062 (61.1808)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [77]  [ 290/1251]  eta: 0:07:47  lr: 2.893e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.9521 (4.1212)  acc1: 40.2344 (38.4705)  acc5: 66.4062 (61.0892)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [77]  [ 300/1251]  eta: 0:07:42  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3761 (4.1192)  acc1: 36.7188 (38.4564)  acc5: 59.3750 (61.1231)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [77]  [ 310/1251]  eta: 0:07:37  lr: 2.893e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.3761 (4.1244)  acc1: 37.5000 (38.3152)  acc5: 62.8906 (61.0179)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [77]  [ 320/1251]  eta: 0:07:32  lr: 2.893e-02  img/s: 5.06e+02  pen: 4.3e-02  loss: 4.4163 (4.1252)  acc1: 36.7188 (38.2703)  acc5: 60.9375 (60.9789)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [77]  [ 330/1251]  eta: 0:07:26  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2679 (4.1299)  acc1: 38.2812 (38.2175)  acc5: 64.4531 (60.9092)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [77]  [ 340/1251]  eta: 0:07:21  lr: 2.893e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.2679 (4.1311)  acc1: 38.2812 (38.1484)  acc5: 64.4531 (60.7932)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [77]  [ 350/1251]  eta: 0:07:16  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6596 (4.1365)  acc1: 32.8125 (38.0898)  acc5: 54.2969 (60.7138)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [77]  [ 360/1251]  eta: 0:07:11  lr: 2.893e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.6596 (4.1412)  acc1: 35.1562 (38.0648)  acc5: 58.5938 (60.6973)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [77]  [ 370/1251]  eta: 0:07:06  lr: 2.893e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.2018 (4.1385)  acc1: 39.4531 (38.0686)  acc5: 63.6719 (60.7196)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [77]  [ 380/1251]  eta: 0:07:01  lr: 2.893e-02  img/s: 5.37e+02  pen: 4.6e-02  loss: 4.1075 (4.1436)  acc1: 38.2812 (37.9932)  acc5: 56.6406 (60.6556)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [77]  [ 390/1251]  eta: 0:06:56  lr: 2.893e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.1075 (4.1412)  acc1: 38.6719 (38.0045)  acc5: 64.8438 (60.6668)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [77]  [ 400/1251]  eta: 0:06:51  lr: 2.893e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 3.9412 (4.1368)  acc1: 42.1875 (38.0767)  acc5: 66.0156 (60.7612)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [77]  [ 410/1251]  eta: 0:06:46  lr: 2.893e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 3.8558 (4.1335)  acc1: 42.9688 (38.0284)  acc5: 65.2344 (60.7084)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [77]  [ 420/1251]  eta: 0:06:41  lr: 2.893e-02  img/s: 5.38e+02  pen: 4.9e-02  loss: 3.4880 (4.1312)  acc1: 43.3594 (37.9992)  acc5: 69.5312 (60.6731)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [77]  [ 430/1251]  eta: 0:06:36  lr: 2.893e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.4880 (4.1250)  acc1: 42.1875 (38.0510)  acc5: 68.3594 (60.7517)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [77]  [ 440/1251]  eta: 0:06:31  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1621 (4.1315)  acc1: 38.6719 (37.9951)  acc5: 65.2344 (60.6983)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [77]  [ 450/1251]  eta: 0:06:26  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.5813 (4.1324)  acc1: 34.7656 (38.0231)  acc5: 58.9844 (60.7175)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [77]  [ 460/1251]  eta: 0:06:21  lr: 2.893e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.1100 (4.1289)  acc1: 41.7969 (38.0576)  acc5: 62.1094 (60.7248)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [77]  [ 470/1251]  eta: 0:06:16  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.6877 (4.1231)  acc1: 42.9688 (38.1577)  acc5: 67.9688 (60.8637)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [77]  [ 480/1251]  eta: 0:06:11  lr: 2.893e-02  img/s: 4.87e+02  pen: 4.4e-02  loss: 3.8765 (4.1227)  acc1: 42.5781 (38.1960)  acc5: 67.5781 (60.9440)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [77]  [ 490/1251]  eta: 0:06:06  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4894 (4.1323)  acc1: 36.3281 (38.0585)  acc5: 58.9844 (60.7386)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [77]  [ 500/1251]  eta: 0:06:01  lr: 2.893e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.6698 (4.1334)  acc1: 32.4219 (38.0169)  acc5: 52.7344 (60.6880)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [77]  [ 510/1251]  eta: 0:05:56  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0752 (4.1335)  acc1: 33.9844 (37.9892)  acc5: 56.6406 (60.6730)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [77]  [ 520/1251]  eta: 0:05:52  lr: 2.893e-02  img/s: 5.37e+02  pen: 4.8e-02  loss: 3.8323 (4.1344)  acc1: 40.2344 (37.9753)  acc5: 66.7969 (60.6226)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [77]  [ 530/1251]  eta: 0:05:47  lr: 2.893e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 3.8391 (4.1364)  acc1: 40.2344 (37.9465)  acc5: 66.4062 (60.5748)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [77]  [ 540/1251]  eta: 0:05:42  lr: 2.893e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.4034 (4.1364)  acc1: 37.1094 (37.9657)  acc5: 60.9375 (60.6357)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [77]  [ 550/1251]  eta: 0:05:37  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.4034 (4.1419)  acc1: 38.2812 (37.9076)  acc5: 61.3281 (60.5745)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [77]  [ 560/1251]  eta: 0:05:32  lr: 2.893e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 4.5589 (4.1427)  acc1: 37.1094 (37.8753)  acc5: 58.9844 (60.5309)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [77]  [ 570/1251]  eta: 0:05:27  lr: 2.893e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.3606 (4.1413)  acc1: 39.0625 (37.9023)  acc5: 62.5000 (60.5722)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [77]  [ 580/1251]  eta: 0:05:22  lr: 2.893e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.2605 (4.1427)  acc1: 39.8438 (37.8705)  acc5: 63.6719 (60.5549)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [77]  [ 590/1251]  eta: 0:05:17  lr: 2.893e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.4871 (4.1481)  acc1: 37.5000 (37.8457)  acc5: 58.2031 (60.5145)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [77]  [ 600/1251]  eta: 0:05:12  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.4041 (4.1466)  acc1: 41.0156 (37.9134)  acc5: 62.1094 (60.5631)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [77]  [ 610/1251]  eta: 0:05:08  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.8687 (4.1443)  acc1: 42.9688 (37.9533)  acc5: 67.9688 (60.6159)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [77]  [ 620/1251]  eta: 0:05:03  lr: 2.893e-02  img/s: 5.41e+02  pen: 5.1e-02  loss: 3.5033 (4.1386)  acc1: 44.1406 (38.0233)  acc5: 67.9688 (60.6846)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [77]  [ 630/1251]  eta: 0:04:58  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0815 (4.1381)  acc1: 43.3594 (38.0497)  acc5: 67.1875 (60.7159)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [77]  [ 640/1251]  eta: 0:04:53  lr: 2.893e-02  img/s: 5.09e+02  pen: 4.4e-02  loss: 3.6527 (4.1294)  acc1: 44.5312 (38.1685)  acc5: 67.5781 (60.8552)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [77]  [ 650/1251]  eta: 0:04:48  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.6246 (4.1332)  acc1: 44.5312 (38.1546)  acc5: 67.5781 (60.8079)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [77]  [ 660/1251]  eta: 0:04:43  lr: 2.893e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.2092 (4.1308)  acc1: 38.2812 (38.1465)  acc5: 61.3281 (60.8045)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [77]  [ 670/1251]  eta: 0:04:39  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.7813 (4.1309)  acc1: 42.1875 (38.1316)  acc5: 64.0625 (60.8007)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [77]  [ 680/1251]  eta: 0:04:34  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.9050 (4.1283)  acc1: 40.2344 (38.1774)  acc5: 65.2344 (60.8589)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [77]  [ 690/1251]  eta: 0:04:29  lr: 2.893e-02  img/s: 5.38e+02  pen: 4.8e-02  loss: 3.3910 (4.1207)  acc1: 42.5781 (38.2586)  acc5: 68.7500 (60.9658)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [77]  [ 700/1251]  eta: 0:04:24  lr: 2.893e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 3.2482 (4.1158)  acc1: 45.7031 (38.2980)  acc5: 68.7500 (60.9927)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [77]  [ 710/1251]  eta: 0:04:19  lr: 2.893e-02  img/s: 5.39e+02  pen: 3.6e-02  loss: 3.4328 (4.1119)  acc1: 43.3594 (38.3312)  acc5: 66.4062 (61.0282)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [77]  [ 720/1251]  eta: 0:04:14  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.6920 (4.1109)  acc1: 42.9688 (38.3138)  acc5: 66.0156 (61.0047)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [77]  [ 730/1251]  eta: 0:04:09  lr: 2.893e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.4609 (4.1163)  acc1: 35.5469 (38.2390)  acc5: 60.5469 (60.9151)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [77]  [ 740/1251]  eta: 0:04:05  lr: 2.893e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.5012 (4.1197)  acc1: 35.5469 (38.1721)  acc5: 60.1562 (60.8484)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [77]  [ 750/1251]  eta: 0:04:00  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3821 (4.1180)  acc1: 37.8906 (38.1824)  acc5: 60.5469 (60.8465)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [77]  [ 760/1251]  eta: 0:03:55  lr: 2.893e-02  img/s: 5.37e+02  pen: 4.9e-02  loss: 3.9120 (4.1177)  acc1: 40.2344 (38.2012)  acc5: 65.6250 (60.8585)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [77]  [ 770/1251]  eta: 0:03:50  lr: 2.893e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.3180 (4.1167)  acc1: 40.2344 (38.2073)  acc5: 65.2344 (60.8797)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [77]  [ 780/1251]  eta: 0:03:45  lr: 2.893e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.0914 (4.1146)  acc1: 41.7969 (38.2312)  acc5: 65.2344 (60.9090)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [77]  [ 790/1251]  eta: 0:03:41  lr: 2.893e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.0914 (4.1135)  acc1: 41.7969 (38.2580)  acc5: 65.2344 (60.9489)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [77]  [ 800/1251]  eta: 0:03:36  lr: 2.893e-02  img/s: 5.06e+02  pen: 3.7e-02  loss: 4.0892 (4.1128)  acc1: 41.7969 (38.2744)  acc5: 66.0156 (60.9682)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [77]  [ 810/1251]  eta: 0:03:31  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.9302 (4.1110)  acc1: 42.5781 (38.3082)  acc5: 66.4062 (61.0102)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [77]  [ 820/1251]  eta: 0:03:26  lr: 2.893e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.9302 (4.1096)  acc1: 42.9688 (38.3298)  acc5: 66.7969 (61.0160)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [77]  [ 830/1251]  eta: 0:03:21  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.9857 (4.1109)  acc1: 42.9688 (38.3395)  acc5: 66.4062 (61.0080)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [77]  [ 840/1251]  eta: 0:03:16  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0223 (4.1143)  acc1: 39.0625 (38.3096)  acc5: 59.7656 (60.9589)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [77]  [ 850/1251]  eta: 0:03:12  lr: 2.893e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.6238 (4.1148)  acc1: 33.9844 (38.3037)  acc5: 55.0781 (60.9504)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [77]  [ 860/1251]  eta: 0:03:07  lr: 2.893e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.6735 (4.1137)  acc1: 42.1875 (38.3180)  acc5: 64.0625 (60.9561)  time: 0.4805  data: 0.0003  max mem: 42896
Epoch: [77]  [ 870/1251]  eta: 0:03:02  lr: 2.893e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.6055 (4.1133)  acc1: 42.1875 (38.3198)  acc5: 64.0625 (60.9568)  time: 0.4817  data: 0.0003  max mem: 42896
Epoch: [77]  [ 880/1251]  eta: 0:02:57  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.5834 (4.1089)  acc1: 44.5312 (38.3784)  acc5: 69.5312 (61.0280)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [77]  [ 890/1251]  eta: 0:02:52  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.6495 (4.1084)  acc1: 43.3594 (38.3624)  acc5: 69.1406 (61.0348)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [77]  [ 900/1251]  eta: 0:02:48  lr: 2.893e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.1982 (4.1089)  acc1: 38.2812 (38.3489)  acc5: 61.7188 (61.0164)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [77]  [ 910/1251]  eta: 0:02:43  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.8488 (4.1061)  acc1: 44.1406 (38.3919)  acc5: 68.3594 (61.0618)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [77]  [ 920/1251]  eta: 0:02:38  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.8206 (4.1065)  acc1: 44.1406 (38.3970)  acc5: 69.1406 (61.0546)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [77]  [ 930/1251]  eta: 0:02:33  lr: 2.893e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.2253 (4.1083)  acc1: 41.0156 (38.3488)  acc5: 59.3750 (60.9929)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [77]  [ 940/1251]  eta: 0:02:28  lr: 2.893e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.8510 (4.1066)  acc1: 41.0156 (38.3742)  acc5: 60.1562 (61.0230)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [77]  [ 950/1251]  eta: 0:02:24  lr: 2.893e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 3.8262 (4.1049)  acc1: 42.9688 (38.4016)  acc5: 67.5781 (61.0529)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [77]  [ 960/1251]  eta: 0:02:19  lr: 2.893e-02  img/s: 4.93e+02  pen: 4.3e-02  loss: 3.8715 (4.1051)  acc1: 42.9688 (38.4174)  acc5: 66.0156 (61.0826)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [77]  [ 970/1251]  eta: 0:02:14  lr: 2.893e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.5855 (4.0983)  acc1: 44.5312 (38.4908)  acc5: 69.5312 (61.1596)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [77]  [ 980/1251]  eta: 0:02:09  lr: 2.893e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.5855 (4.1004)  acc1: 44.5312 (38.4676)  acc5: 68.7500 (61.1382)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [77]  [ 990/1251]  eta: 0:02:04  lr: 2.893e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.2212 (4.1013)  acc1: 41.4062 (38.4799)  acc5: 65.6250 (61.1425)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [77]  [1000/1251]  eta: 0:02:00  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1429 (4.0996)  acc1: 41.4062 (38.5107)  acc5: 66.7969 (61.1759)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [77]  [1010/1251]  eta: 0:01:55  lr: 2.893e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.1429 (4.1026)  acc1: 40.2344 (38.4752)  acc5: 65.6250 (61.1531)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [77]  [1020/1251]  eta: 0:01:50  lr: 2.893e-02  img/s: 5.38e+02  pen: 3.8e-02  loss: 4.5450 (4.1053)  acc1: 34.3750 (38.4400)  acc5: 59.7656 (61.1139)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [77]  [1030/1251]  eta: 0:01:45  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.4117 (4.1055)  acc1: 39.0625 (38.4343)  acc5: 62.1094 (61.1114)  time: 0.4771  data: 0.0003  max mem: 42896
Epoch: [77]  [1040/1251]  eta: 0:01:40  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.3111 (4.1076)  acc1: 41.4062 (38.4167)  acc5: 62.8906 (61.0793)  time: 0.4770  data: 0.0003  max mem: 42896
Epoch: [77]  [1050/1251]  eta: 0:01:36  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1351 (4.1063)  acc1: 41.7969 (38.4325)  acc5: 64.0625 (61.0981)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [77]  [1060/1251]  eta: 0:01:31  lr: 2.893e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.9964 (4.1073)  acc1: 40.2344 (38.3748)  acc5: 64.0625 (61.0424)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [77]  [1070/1251]  eta: 0:01:26  lr: 2.893e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.2951 (4.1066)  acc1: 37.5000 (38.3932)  acc5: 60.1562 (61.0662)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [77]  [1080/1251]  eta: 0:01:21  lr: 2.893e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.0387 (4.1060)  acc1: 40.6250 (38.3832)  acc5: 66.0156 (61.0520)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [77]  [1090/1251]  eta: 0:01:17  lr: 2.893e-02  img/s: 5.41e+02  pen: 5.2e-02  loss: 4.4778 (4.1099)  acc1: 32.4219 (38.3289)  acc5: 55.8594 (60.9955)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [77]  [1100/1251]  eta: 0:01:12  lr: 2.893e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.5700 (4.1128)  acc1: 31.6406 (38.3121)  acc5: 53.5156 (60.9712)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [77]  [1110/1251]  eta: 0:01:07  lr: 2.893e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.2692 (4.1138)  acc1: 39.8438 (38.3150)  acc5: 62.8906 (60.9649)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [77]  [1120/1251]  eta: 0:01:02  lr: 2.893e-02  img/s: 4.96e+02  pen: 4.7e-02  loss: 4.1969 (4.1144)  acc1: 40.2344 (38.3147)  acc5: 63.6719 (60.9744)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [77]  [1130/1251]  eta: 0:00:57  lr: 2.893e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.4271 (4.1165)  acc1: 37.8906 (38.2875)  acc5: 62.1094 (60.9368)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [77]  [1140/1251]  eta: 0:00:53  lr: 2.893e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.4745 (4.1166)  acc1: 37.8906 (38.2970)  acc5: 60.1562 (60.9358)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [77]  [1150/1251]  eta: 0:00:48  lr: 2.893e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.9669 (4.1155)  acc1: 42.9688 (38.3372)  acc5: 64.4531 (60.9718)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [77]  [1160/1251]  eta: 0:00:43  lr: 2.893e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 3.8844 (4.1147)  acc1: 42.5781 (38.3526)  acc5: 64.8438 (60.9917)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [77]  [1170/1251]  eta: 0:00:38  lr: 2.893e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.4378 (4.1174)  acc1: 37.1094 (38.3216)  acc5: 60.5469 (60.9552)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [77]  [1180/1251]  eta: 0:00:33  lr: 2.893e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.4493 (4.1169)  acc1: 35.9375 (38.3481)  acc5: 56.2500 (60.9706)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [77]  [1190/1251]  eta: 0:00:29  lr: 2.893e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.8341 (4.1170)  acc1: 42.9688 (38.3557)  acc5: 66.7969 (60.9746)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [77]  [1200/1251]  eta: 0:00:24  lr: 2.893e-02  img/s: 5.38e+02  pen: 4.7e-02  loss: 3.9715 (4.1165)  acc1: 41.7969 (38.3339)  acc5: 66.4062 (60.9606)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [77]  [1210/1251]  eta: 0:00:19  lr: 2.893e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.0070 (4.1164)  acc1: 42.1875 (38.3329)  acc5: 64.4531 (60.9578)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [77]  [1220/1251]  eta: 0:00:14  lr: 2.893e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.6116 (4.1210)  acc1: 33.2031 (38.2713)  acc5: 58.2031 (60.8889)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [77]  [1230/1251]  eta: 0:00:10  lr: 2.893e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.5835 (4.1213)  acc1: 36.7188 (38.2819)  acc5: 60.1562 (60.9112)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [77]  [1240/1251]  eta: 0:00:05  lr: 2.893e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.9519 (4.1196)  acc1: 41.4062 (38.3083)  acc5: 65.2344 (60.9369)  time: 0.4737  data: 0.0006  max mem: 42896
Epoch: [77]  [1250/1251]  eta: 0:00:00  lr: 2.893e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.9290 (4.1208)  acc1: 41.0156 (38.2819)  acc5: 62.5000 (60.8988)  time: 0.4753  data: 0.0006  max mem: 42896
Epoch: [77] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:18  loss: 2.3522 (2.3522)  acc1: 76.1719 (76.1719)  acc5: 91.7969 (91.7969)  time: 2.8250  data: 2.5782  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 55.082 Acc@5 79.470 Loss: 3.041
Test: EMA  [ 0/49]  eta: 0:02:15  loss: nan (nan)  acc1: 46.8750 (46.8750)  acc5: 74.6094 (74.6094)  time: 2.7632  data: 2.5139  max mem: 42896
Test: EMA Total time: 0:00:17
Test: EMA Acc@1 35.822 Acc@5 58.484 Loss: nan
Epoch: [78]  [   0/1251]  eta: 1:12:02  lr: 2.890e-02  img/s: 5.06e+02  pen: 4.7e-02  loss: 4.6819 (4.6819)  acc1: 34.3750 (34.3750)  acc5: 57.8125 (57.8125)  time: 3.4551  data: 2.9494  max mem: 42896
Epoch: [78]  [  10/1251]  eta: 0:15:26  lr: 2.890e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.7583 (4.7718)  acc1: 26.5625 (29.5099)  acc5: 47.6562 (50.8168)  time: 0.7468  data: 0.2685  max mem: 42896
Epoch: [78]  [  20/1251]  eta: 0:12:39  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.7104 (4.4667)  acc1: 31.6406 (33.4635)  acc5: 52.3438 (55.1525)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [78]  [  30/1251]  eta: 0:11:36  lr: 2.890e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.1012 (4.2398)  acc1: 40.6250 (36.2651)  acc5: 64.8438 (58.4803)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [78]  [  40/1251]  eta: 0:11:03  lr: 2.890e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 3.9846 (4.1809)  acc1: 40.6250 (37.4143)  acc5: 66.7969 (59.6894)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [78]  [  50/1251]  eta: 0:10:40  lr: 2.890e-02  img/s: 5.43e+02  pen: 4.0e-02  loss: 4.0051 (4.1901)  acc1: 41.0156 (37.2626)  acc5: 64.8438 (59.6278)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [78]  [  60/1251]  eta: 0:10:23  lr: 2.890e-02  img/s: 5.43e+02  pen: 4.2e-02  loss: 4.0051 (4.1601)  acc1: 41.0156 (37.6921)  acc5: 64.8438 (59.9257)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [78]  [  70/1251]  eta: 0:10:10  lr: 2.890e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3424 (4.1772)  acc1: 39.8438 (37.7201)  acc5: 62.5000 (59.8096)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [78]  [  80/1251]  eta: 0:09:58  lr: 2.890e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.3424 (4.1750)  acc1: 37.1094 (37.4807)  acc5: 60.5469 (59.8187)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [78]  [  90/1251]  eta: 0:09:48  lr: 2.890e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.0791 (4.1702)  acc1: 38.2812 (37.6674)  acc5: 62.5000 (60.0876)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [78]  [ 100/1251]  eta: 0:09:40  lr: 2.890e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.5373 (4.1833)  acc1: 35.9375 (37.4652)  acc5: 62.1094 (59.9861)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [78]  [ 110/1251]  eta: 0:09:32  lr: 2.890e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.6595 (4.1992)  acc1: 29.6875 (37.0425)  acc5: 56.6406 (59.5474)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [78]  [ 120/1251]  eta: 0:09:24  lr: 2.890e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.6796 (4.2226)  acc1: 28.9062 (36.6800)  acc5: 51.1719 (59.1296)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [78]  [ 130/1251]  eta: 0:09:17  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.5149 (4.2135)  acc1: 35.1562 (36.7337)  acc5: 58.9844 (59.2945)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [78]  [ 140/1251]  eta: 0:09:10  lr: 2.890e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.1694 (4.1977)  acc1: 41.0156 (37.1232)  acc5: 64.8438 (59.6936)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [78]  [ 150/1251]  eta: 0:09:04  lr: 2.890e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 4.1694 (4.2095)  acc1: 42.1875 (37.0732)  acc5: 63.6719 (59.5483)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [78]  [ 160/1251]  eta: 0:08:57  lr: 2.890e-02  img/s: 5.12e+02  pen: 4.3e-02  loss: 4.3498 (4.2060)  acc1: 35.5469 (37.0900)  acc5: 59.7656 (59.5837)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [78]  [ 170/1251]  eta: 0:08:51  lr: 2.890e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.9961 (4.1994)  acc1: 35.5469 (37.2761)  acc5: 60.9375 (59.7131)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [78]  [ 180/1251]  eta: 0:08:45  lr: 2.890e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.3181 (4.2032)  acc1: 35.1562 (37.2950)  acc5: 57.8125 (59.7354)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [78]  [ 190/1251]  eta: 0:08:39  lr: 2.890e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.6603 (4.2135)  acc1: 35.1562 (37.2198)  acc5: 55.8594 (59.6715)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [78]  [ 200/1251]  eta: 0:08:34  lr: 2.890e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 3.8418 (4.1877)  acc1: 39.4531 (37.5330)  acc5: 65.6250 (60.0474)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [78]  [ 210/1251]  eta: 0:08:28  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.5410 (4.1760)  acc1: 44.5312 (37.6074)  acc5: 67.9688 (60.1859)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [78]  [ 220/1251]  eta: 0:08:23  lr: 2.890e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 4.4305 (4.1921)  acc1: 35.1562 (37.3780)  acc5: 60.5469 (59.9088)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [78]  [ 230/1251]  eta: 0:08:17  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.5854 (4.1874)  acc1: 34.7656 (37.4543)  acc5: 56.6406 (60.0159)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [78]  [ 240/1251]  eta: 0:08:12  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.1884 (4.1821)  acc1: 41.0156 (37.4724)  acc5: 63.6719 (60.0217)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [78]  [ 250/1251]  eta: 0:08:06  lr: 2.890e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.0693 (4.1827)  acc1: 40.6250 (37.5576)  acc5: 64.4531 (60.1345)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [78]  [ 260/1251]  eta: 0:08:01  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.3240 (4.1902)  acc1: 40.2344 (37.5284)  acc5: 64.0625 (60.0769)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [78]  [ 270/1251]  eta: 0:07:56  lr: 2.890e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.3091 (4.1903)  acc1: 40.2344 (37.6643)  acc5: 64.0625 (60.2355)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [78]  [ 280/1251]  eta: 0:07:51  lr: 2.890e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.3720 (4.1982)  acc1: 37.1094 (37.5473)  acc5: 58.2031 (60.1576)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [78]  [ 290/1251]  eta: 0:07:45  lr: 2.890e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.6039 (4.1999)  acc1: 32.8125 (37.4678)  acc5: 56.6406 (60.0435)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [78]  [ 300/1251]  eta: 0:07:40  lr: 2.890e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 3.7940 (4.1825)  acc1: 44.9219 (37.7336)  acc5: 66.7969 (60.3237)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [78]  [ 310/1251]  eta: 0:07:35  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.8213 (4.1793)  acc1: 44.1406 (37.8178)  acc5: 67.5781 (60.4502)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [78]  [ 320/1251]  eta: 0:07:30  lr: 2.890e-02  img/s: 5.08e+02  pen: 4.6e-02  loss: 4.1031 (4.1783)  acc1: 41.0156 (37.8590)  acc5: 65.2344 (60.5189)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [78]  [ 330/1251]  eta: 0:07:25  lr: 2.890e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.2277 (4.1806)  acc1: 38.2812 (37.8623)  acc5: 65.2344 (60.4737)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [78]  [ 340/1251]  eta: 0:07:20  lr: 2.890e-02  img/s: 5.38e+02  pen: 4.7e-02  loss: 3.6175 (4.1642)  acc1: 42.9688 (38.0258)  acc5: 66.7969 (60.7015)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [78]  [ 350/1251]  eta: 0:07:15  lr: 2.890e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.4956 (4.1657)  acc1: 42.9688 (37.9452)  acc5: 67.1875 (60.6025)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [78]  [ 360/1251]  eta: 0:07:10  lr: 2.890e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2509 (4.1703)  acc1: 40.2344 (37.9090)  acc5: 63.6719 (60.5469)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [78]  [ 370/1251]  eta: 0:07:05  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.2509 (4.1720)  acc1: 40.2344 (37.9201)  acc5: 63.6719 (60.5574)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [78]  [ 380/1251]  eta: 0:07:00  lr: 2.890e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 3.8941 (4.1636)  acc1: 42.1875 (37.9993)  acc5: 63.6719 (60.6299)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [78]  [ 390/1251]  eta: 0:06:55  lr: 2.890e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 3.6853 (4.1596)  acc1: 42.5781 (37.9985)  acc5: 66.0156 (60.6428)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [78]  [ 400/1251]  eta: 0:06:50  lr: 2.890e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.1503 (4.1554)  acc1: 42.9688 (38.0621)  acc5: 66.0156 (60.6725)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [78]  [ 410/1251]  eta: 0:06:45  lr: 2.890e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.1503 (4.1578)  acc1: 42.1875 (38.0313)  acc5: 64.0625 (60.6467)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [78]  [ 420/1251]  eta: 0:06:40  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.5911 (4.1624)  acc1: 32.4219 (37.9370)  acc5: 59.3750 (60.5487)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [78]  [ 430/1251]  eta: 0:06:35  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.3936 (4.1644)  acc1: 32.4219 (37.9151)  acc5: 59.3750 (60.4726)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [78]  [ 440/1251]  eta: 0:06:30  lr: 2.890e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.1199 (4.1672)  acc1: 41.4062 (37.8756)  acc5: 62.5000 (60.4025)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [78]  [ 450/1251]  eta: 0:06:25  lr: 2.890e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 3.7913 (4.1610)  acc1: 42.5781 (37.9521)  acc5: 66.7969 (60.4923)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [78]  [ 460/1251]  eta: 0:06:20  lr: 2.890e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.6562 (4.1559)  acc1: 44.1406 (38.0287)  acc5: 66.7969 (60.5918)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [78]  [ 470/1251]  eta: 0:06:15  lr: 2.890e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 3.7810 (4.1533)  acc1: 41.7969 (38.0432)  acc5: 66.4062 (60.6207)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [78]  [ 480/1251]  eta: 0:06:10  lr: 2.890e-02  img/s: 5.08e+02  pen: 4.6e-02  loss: 3.7810 (4.1485)  acc1: 41.7969 (38.0872)  acc5: 66.7969 (60.6728)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [78]  [ 490/1251]  eta: 0:06:06  lr: 2.890e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.4852 (4.1433)  acc1: 42.9688 (38.1619)  acc5: 66.7969 (60.7792)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [78]  [ 500/1251]  eta: 0:06:01  lr: 2.890e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 3.7324 (4.1395)  acc1: 44.5312 (38.2119)  acc5: 66.0156 (60.8104)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [78]  [ 510/1251]  eta: 0:05:56  lr: 2.890e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.0046 (4.1389)  acc1: 44.1406 (38.2430)  acc5: 66.7969 (60.8488)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [78]  [ 520/1251]  eta: 0:05:51  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.9406 (4.1314)  acc1: 42.5781 (38.3307)  acc5: 67.5781 (60.9412)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [78]  [ 530/1251]  eta: 0:05:46  lr: 2.890e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.4901 (4.1276)  acc1: 43.3594 (38.4056)  acc5: 67.9688 (60.9986)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [78]  [ 540/1251]  eta: 0:05:41  lr: 2.890e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.5214 (4.1253)  acc1: 43.7500 (38.3982)  acc5: 66.7969 (60.9765)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [78]  [ 550/1251]  eta: 0:05:36  lr: 2.890e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.4693 (4.1303)  acc1: 37.5000 (38.3514)  acc5: 60.5469 (60.9297)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [78]  [ 560/1251]  eta: 0:05:31  lr: 2.890e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.5133 (4.1321)  acc1: 37.5000 (38.3509)  acc5: 60.5469 (60.9305)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [78]  [ 570/1251]  eta: 0:05:26  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2491 (4.1357)  acc1: 37.5000 (38.2929)  acc5: 60.9375 (60.8670)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [78]  [ 580/1251]  eta: 0:05:22  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.9251 (4.1296)  acc1: 41.7969 (38.3431)  acc5: 66.7969 (60.9220)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [78]  [ 590/1251]  eta: 0:05:17  lr: 2.890e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 3.6469 (4.1267)  acc1: 43.7500 (38.3982)  acc5: 66.7969 (60.9646)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [78]  [ 600/1251]  eta: 0:05:12  lr: 2.890e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.9036 (4.1310)  acc1: 42.1875 (38.3534)  acc5: 65.6250 (60.8849)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [78]  [ 610/1251]  eta: 0:05:07  lr: 2.890e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.1452 (4.1330)  acc1: 38.2812 (38.2832)  acc5: 60.5469 (60.8358)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [78]  [ 620/1251]  eta: 0:05:02  lr: 2.890e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.7003 (4.1378)  acc1: 35.1562 (38.2341)  acc5: 59.3750 (60.7935)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [78]  [ 630/1251]  eta: 0:04:57  lr: 2.890e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 4.5228 (4.1348)  acc1: 37.1094 (38.2385)  acc5: 61.3281 (60.8360)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [78]  [ 640/1251]  eta: 0:04:53  lr: 2.890e-02  img/s: 4.97e+02  pen: 4.8e-02  loss: 3.6885 (4.1313)  acc1: 39.8438 (38.2837)  acc5: 67.1875 (60.8967)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [78]  [ 650/1251]  eta: 0:04:48  lr: 2.890e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.4309 (4.1250)  acc1: 42.9688 (38.3587)  acc5: 67.9688 (60.9801)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [78]  [ 660/1251]  eta: 0:04:43  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1009 (4.1266)  acc1: 42.9688 (38.3705)  acc5: 67.5781 (61.0238)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [78]  [ 670/1251]  eta: 0:04:38  lr: 2.890e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.2748 (4.1269)  acc1: 38.6719 (38.3563)  acc5: 61.3281 (61.0260)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [78]  [ 680/1251]  eta: 0:04:33  lr: 2.890e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.0065 (4.1264)  acc1: 42.9688 (38.3650)  acc5: 67.1875 (61.0293)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [78]  [ 690/1251]  eta: 0:04:28  lr: 2.890e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 3.8845 (4.1252)  acc1: 42.5781 (38.3610)  acc5: 67.1875 (61.0195)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [78]  [ 700/1251]  eta: 0:04:24  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.6076 (4.1211)  acc1: 42.1875 (38.4128)  acc5: 66.4062 (61.0740)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [78]  [ 710/1251]  eta: 0:04:19  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.3230 (4.1253)  acc1: 40.2344 (38.3878)  acc5: 62.8906 (61.0622)  time: 0.4771  data: 0.0004  max mem: 42896
Epoch: [78]  [ 720/1251]  eta: 0:04:14  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3230 (4.1241)  acc1: 39.8438 (38.4124)  acc5: 62.8906 (61.1038)  time: 0.4771  data: 0.0003  max mem: 42896
Epoch: [78]  [ 730/1251]  eta: 0:04:09  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0469 (4.1220)  acc1: 40.6250 (38.4255)  acc5: 65.6250 (61.1219)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [78]  [ 740/1251]  eta: 0:04:04  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.2497 (4.1243)  acc1: 38.6719 (38.3782)  acc5: 62.5000 (61.0777)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [78]  [ 750/1251]  eta: 0:03:59  lr: 2.890e-02  img/s: 5.40e+02  pen: 5.2e-02  loss: 4.5943 (4.1277)  acc1: 34.7656 (38.3509)  acc5: 62.1094 (61.0452)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [78]  [ 760/1251]  eta: 0:03:55  lr: 2.890e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.5355 (4.1284)  acc1: 38.2812 (38.3285)  acc5: 60.9375 (61.0248)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [78]  [ 770/1251]  eta: 0:03:50  lr: 2.890e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.9457 (4.1279)  acc1: 38.2812 (38.3263)  acc5: 60.9375 (61.0145)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [78]  [ 780/1251]  eta: 0:03:45  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.6649 (4.1264)  acc1: 42.9688 (38.3463)  acc5: 66.7969 (61.0460)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [78]  [ 790/1251]  eta: 0:03:40  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.9083 (4.1251)  acc1: 41.0156 (38.3800)  acc5: 64.4531 (61.0916)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [78]  [ 800/1251]  eta: 0:03:35  lr: 2.890e-02  img/s: 5.06e+02  pen: 4.7e-02  loss: 4.1818 (4.1248)  acc1: 39.8438 (38.3788)  acc5: 64.4531 (61.0843)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [78]  [ 810/1251]  eta: 0:03:31  lr: 2.890e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.3008 (4.1282)  acc1: 38.2812 (38.3357)  acc5: 63.2812 (61.0189)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [78]  [ 820/1251]  eta: 0:03:26  lr: 2.890e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.1656 (4.1276)  acc1: 37.5000 (38.3207)  acc5: 64.0625 (61.0269)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [78]  [ 830/1251]  eta: 0:03:21  lr: 2.890e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.6812 (4.1345)  acc1: 37.5000 (38.2404)  acc5: 59.7656 (60.9225)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [78]  [ 840/1251]  eta: 0:03:16  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.6388 (4.1312)  acc1: 35.9375 (38.2915)  acc5: 59.7656 (60.9788)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [78]  [ 850/1251]  eta: 0:03:11  lr: 2.890e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.6899 (4.1291)  acc1: 43.3594 (38.3088)  acc5: 68.7500 (61.0105)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [78]  [ 860/1251]  eta: 0:03:07  lr: 2.890e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.6621 (4.1256)  acc1: 43.3594 (38.3547)  acc5: 66.7969 (61.0618)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [78]  [ 870/1251]  eta: 0:03:02  lr: 2.890e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.8940 (4.1278)  acc1: 41.4062 (38.3378)  acc5: 64.4531 (61.0196)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [78]  [ 880/1251]  eta: 0:02:57  lr: 2.890e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.7144 (4.1335)  acc1: 33.9844 (38.2711)  acc5: 53.9062 (60.9495)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [78]  [ 890/1251]  eta: 0:02:52  lr: 2.890e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.7592 (4.1407)  acc1: 28.5156 (38.1905)  acc5: 50.7812 (60.8410)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [78]  [ 900/1251]  eta: 0:02:47  lr: 2.890e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3667 (4.1373)  acc1: 36.3281 (38.2210)  acc5: 59.7656 (60.8790)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [78]  [ 910/1251]  eta: 0:02:43  lr: 2.890e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.5058 (4.1332)  acc1: 45.3125 (38.2607)  acc5: 68.7500 (60.9354)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [78]  [ 920/1251]  eta: 0:02:38  lr: 2.890e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.0199 (4.1323)  acc1: 44.9219 (38.3042)  acc5: 67.5781 (60.9875)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [78]  [ 930/1251]  eta: 0:02:33  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.4671 (4.1356)  acc1: 38.2812 (38.2368)  acc5: 60.1562 (60.9199)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [78]  [ 940/1251]  eta: 0:02:28  lr: 2.890e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.4134 (4.1361)  acc1: 37.8906 (38.2298)  acc5: 60.1562 (60.8972)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [78]  [ 950/1251]  eta: 0:02:23  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.1512 (4.1348)  acc1: 41.4062 (38.2603)  acc5: 62.8906 (60.9272)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [78]  [ 960/1251]  eta: 0:02:19  lr: 2.890e-02  img/s: 5.07e+02  pen: 4.1e-02  loss: 3.6047 (4.1311)  acc1: 44.1406 (38.3069)  acc5: 66.4062 (60.9749)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [78]  [ 970/1251]  eta: 0:02:14  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.7539 (4.1315)  acc1: 42.9688 (38.2917)  acc5: 66.4062 (60.9492)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [78]  [ 980/1251]  eta: 0:02:09  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4717 (4.1339)  acc1: 37.5000 (38.2442)  acc5: 60.1562 (60.8973)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [78]  [ 990/1251]  eta: 0:02:04  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4985 (4.1348)  acc1: 33.2031 (38.2257)  acc5: 57.8125 (60.8756)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [78]  [1000/1251]  eta: 0:01:59  lr: 2.890e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.2923 (4.1361)  acc1: 37.8906 (38.2071)  acc5: 60.5469 (60.8684)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [78]  [1010/1251]  eta: 0:01:55  lr: 2.890e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.4130 (4.1388)  acc1: 34.7656 (38.1711)  acc5: 58.9844 (60.8255)  time: 0.4770  data: 0.0003  max mem: 42896
Epoch: [78]  [1020/1251]  eta: 0:01:50  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.6674 (4.1389)  acc1: 32.0312 (38.1496)  acc5: 54.2969 (60.7967)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [78]  [1030/1251]  eta: 0:01:45  lr: 2.890e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.4097 (4.1341)  acc1: 44.5312 (38.1918)  acc5: 67.1875 (60.8451)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [78]  [1040/1251]  eta: 0:01:40  lr: 2.890e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.4097 (4.1337)  acc1: 44.5312 (38.2085)  acc5: 67.9688 (60.8655)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [78]  [1050/1251]  eta: 0:01:36  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1478 (4.1346)  acc1: 37.8906 (38.1861)  acc5: 60.9375 (60.8394)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [78]  [1060/1251]  eta: 0:01:31  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9291 (4.1337)  acc1: 40.2344 (38.1966)  acc5: 64.4531 (60.8561)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [78]  [1070/1251]  eta: 0:01:26  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.7553 (4.1309)  acc1: 43.7500 (38.2295)  acc5: 66.4062 (60.8853)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [78]  [1080/1251]  eta: 0:01:21  lr: 2.890e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.4214 (4.1281)  acc1: 43.7500 (38.2607)  acc5: 68.7500 (60.9306)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [78]  [1090/1251]  eta: 0:01:16  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1423 (4.1319)  acc1: 41.0156 (38.2057)  acc5: 66.0156 (60.8702)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [78]  [1100/1251]  eta: 0:01:12  lr: 2.890e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.8350 (4.1337)  acc1: 30.8594 (38.1635)  acc5: 48.8281 (60.8133)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [78]  [1110/1251]  eta: 0:01:07  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.1391 (4.1326)  acc1: 41.0156 (38.1955)  acc5: 66.4062 (60.8457)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [78]  [1120/1251]  eta: 0:01:02  lr: 2.890e-02  img/s: 5.06e+02  pen: 4.6e-02  loss: 4.2293 (4.1346)  acc1: 41.0156 (38.1854)  acc5: 64.4531 (60.8385)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [78]  [1130/1251]  eta: 0:00:57  lr: 2.890e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.5189 (4.1371)  acc1: 35.5469 (38.1517)  acc5: 60.1562 (60.7955)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [78]  [1140/1251]  eta: 0:00:53  lr: 2.890e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.4598 (4.1373)  acc1: 35.5469 (38.1303)  acc5: 55.4688 (60.7588)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [78]  [1150/1251]  eta: 0:00:48  lr: 2.890e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.0211 (4.1350)  acc1: 42.5781 (38.1730)  acc5: 63.2812 (60.7973)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [78]  [1160/1251]  eta: 0:00:43  lr: 2.890e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.2649 (4.1372)  acc1: 41.0156 (38.1477)  acc5: 61.3281 (60.7730)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [78]  [1170/1251]  eta: 0:00:38  lr: 2.890e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.1040 (4.1346)  acc1: 41.7969 (38.1795)  acc5: 64.4531 (60.8117)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [78]  [1180/1251]  eta: 0:00:33  lr: 2.890e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 3.5789 (4.1335)  acc1: 44.1406 (38.1843)  acc5: 67.1875 (60.8191)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [78]  [1190/1251]  eta: 0:00:29  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.5078 (4.1368)  acc1: 33.9844 (38.1245)  acc5: 55.4688 (60.7519)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [78]  [1200/1251]  eta: 0:00:24  lr: 2.890e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.2844 (4.1370)  acc1: 39.4531 (38.1472)  acc5: 63.2812 (60.7824)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [78]  [1210/1251]  eta: 0:00:19  lr: 2.890e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0259 (4.1353)  acc1: 41.7969 (38.1535)  acc5: 66.0156 (60.7943)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [78]  [1220/1251]  eta: 0:00:14  lr: 2.890e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.8138 (4.1343)  acc1: 41.7969 (38.1578)  acc5: 62.5000 (60.8086)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [78]  [1230/1251]  eta: 0:00:10  lr: 2.890e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 3.9153 (4.1350)  acc1: 37.8906 (38.1654)  acc5: 58.5938 (60.8090)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [78]  [1240/1251]  eta: 0:00:05  lr: 2.890e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.5881 (4.1369)  acc1: 35.9375 (38.1226)  acc5: 58.2031 (60.7716)  time: 0.4743  data: 0.0005  max mem: 42896
Epoch: [78]  [1250/1251]  eta: 0:00:00  lr: 2.890e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.5947 (4.1380)  acc1: 34.7656 (38.0945)  acc5: 59.3750 (60.7530)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [78] Total time: 0:09:57
Test:   [ 0/49]  eta: 0:02:16  loss: 2.5043 (2.5043)  acc1: 72.2656 (72.2656)  acc5: 89.8438 (89.8438)  time: 2.7852  data: 2.5370  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 54.958 Acc@5 79.398 Loss: 3.069
Test: EMA  [ 0/49]  eta: 0:02:56  loss: nan (nan)  acc1: 51.1719 (51.1719)  acc5: 77.3438 (77.3438)  time: 3.5991  data: 3.3478  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 37.578 Acc@5 60.704 Loss: nan
Epoch: [79]  [   0/1251]  eta: 1:18:10  lr: 2.887e-02  img/s: 5.14e+02  pen: 4.6e-02  loss: 4.4846 (4.4846)  acc1: 35.9375 (35.9375)  acc5: 60.9375 (60.9375)  time: 3.7492  data: 3.2512  max mem: 42896
Epoch: [79]  [  10/1251]  eta: 0:15:59  lr: 2.887e-02  img/s: 5.43e+02  pen: 4.6e-02  loss: 4.4846 (4.1275)  acc1: 35.9375 (36.3636)  acc5: 60.9375 (59.4105)  time: 0.7729  data: 0.2959  max mem: 42896
Epoch: [79]  [  20/1251]  eta: 0:12:55  lr: 2.887e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.3833 (4.2356)  acc1: 36.3281 (35.6957)  acc5: 61.7188 (57.9613)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [79]  [  30/1251]  eta: 0:11:47  lr: 2.887e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.3734 (4.1949)  acc1: 40.6250 (37.4874)  acc5: 62.1094 (59.8160)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [79]  [  40/1251]  eta: 0:11:11  lr: 2.887e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.3734 (4.2628)  acc1: 39.8438 (36.3567)  acc5: 62.5000 (58.5652)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [79]  [  50/1251]  eta: 0:10:47  lr: 2.887e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.6961 (4.2895)  acc1: 26.5625 (35.2711)  acc5: 50.0000 (57.3989)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [79]  [  60/1251]  eta: 0:10:29  lr: 2.887e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.4628 (4.2703)  acc1: 35.9375 (36.0912)  acc5: 55.4688 (58.1583)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [79]  [  70/1251]  eta: 0:10:15  lr: 2.887e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.3149 (4.2736)  acc1: 36.7188 (36.3666)  acc5: 62.8906 (58.6488)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [79]  [  80/1251]  eta: 0:10:03  lr: 2.887e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.5637 (4.3000)  acc1: 35.1562 (35.9037)  acc5: 60.1562 (58.0970)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [79]  [  90/1251]  eta: 0:09:53  lr: 2.887e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.5637 (4.2717)  acc1: 34.7656 (36.4870)  acc5: 60.1562 (58.6667)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [79]  [ 100/1251]  eta: 0:09:44  lr: 2.887e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.7625 (4.2438)  acc1: 42.1875 (36.5679)  acc5: 67.1875 (58.8606)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [79]  [ 110/1251]  eta: 0:09:35  lr: 2.887e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.2851 (4.2403)  acc1: 40.2344 (36.6871)  acc5: 63.6719 (59.0266)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [79]  [ 120/1251]  eta: 0:09:28  lr: 2.887e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.9925 (4.2251)  acc1: 41.4062 (37.0384)  acc5: 63.6719 (59.3072)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [79]  [ 130/1251]  eta: 0:09:21  lr: 2.887e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.8699 (4.2022)  acc1: 43.3594 (37.2286)  acc5: 65.6250 (59.5122)  time: 0.4772  data: 0.0004  max mem: 42896
Epoch: [79]  [ 140/1251]  eta: 0:09:14  lr: 2.887e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.1276 (4.2005)  acc1: 39.8438 (37.2313)  acc5: 62.1094 (59.5551)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [79]  [ 150/1251]  eta: 0:09:07  lr: 2.887e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.2727 (4.1994)  acc1: 39.4531 (37.2180)  acc5: 64.0625 (59.5250)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [79]  [ 160/1251]  eta: 0:09:00  lr: 2.887e-02  img/s: 4.99e+02  pen: 4.6e-02  loss: 4.0572 (4.1830)  acc1: 41.4062 (37.5243)  acc5: 66.0156 (59.8772)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [79]  [ 170/1251]  eta: 0:08:54  lr: 2.887e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.2082 (4.1869)  acc1: 42.1875 (37.4817)  acc5: 64.0625 (59.8319)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [79]  [ 180/1251]  eta: 0:08:48  lr: 2.887e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.1152 (4.1672)  acc1: 42.1875 (37.8259)  acc5: 62.8906 (60.1821)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [79]  [ 190/1251]  eta: 0:08:42  lr: 2.887e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.1152 (4.1669)  acc1: 42.1875 (37.7904)  acc5: 65.2344 (60.1644)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [79]  [ 200/1251]  eta: 0:08:36  lr: 2.887e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.2383 (4.1640)  acc1: 36.3281 (37.9256)  acc5: 59.7656 (60.3350)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [79]  [ 210/1251]  eta: 0:08:30  lr: 2.887e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.9254 (4.1565)  acc1: 43.7500 (38.0832)  acc5: 68.7500 (60.5376)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [79]  [ 220/1251]  eta: 0:08:25  lr: 2.887e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.2889 (4.1666)  acc1: 37.8906 (37.8429)  acc5: 60.5469 (60.2570)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [79]  [ 230/1251]  eta: 0:08:19  lr: 2.887e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.2889 (4.1610)  acc1: 39.0625 (38.0496)  acc5: 61.3281 (60.4928)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [79]  [ 240/1251]  eta: 0:08:14  lr: 2.887e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.3850 (4.1768)  acc1: 41.4062 (37.8971)  acc5: 61.3281 (60.3119)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [79]  [ 250/1251]  eta: 0:08:08  lr: 2.887e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.2185 (4.1624)  acc1: 39.0625 (38.0914)  acc5: 64.0625 (60.5298)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [79]  [ 260/1251]  eta: 0:08:03  lr: 2.887e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.4795 (4.1474)  acc1: 44.1406 (38.2842)  acc5: 67.9688 (60.7699)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [79]  [ 270/1251]  eta: 0:07:58  lr: 2.887e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.4795 (4.1315)  acc1: 44.1406 (38.4412)  acc5: 68.3594 (60.9433)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [79]  [ 280/1251]  eta: 0:07:52  lr: 2.887e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.6522 (4.1506)  acc1: 34.3750 (38.1436)  acc5: 57.0312 (60.5830)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [79]  [ 290/1251]  eta: 0:07:47  lr: 2.887e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.6837 (4.1535)  acc1: 32.8125 (38.0772)  acc5: 54.2969 (60.5106)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [79]  [ 300/1251]  eta: 0:07:42  lr: 2.887e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.9056 (4.1427)  acc1: 41.4062 (38.2774)  acc5: 62.1094 (60.7467)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [79]  [ 310/1251]  eta: 0:07:36  lr: 2.887e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.6974 (4.1357)  acc1: 45.7031 (38.3604)  acc5: 66.7969 (60.8157)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [79]  [ 320/1251]  eta: 0:07:31  lr: 2.887e-02  img/s: 5.10e+02  pen: 4.8e-02  loss: 3.4747 (4.1235)  acc1: 46.4844 (38.4954)  acc5: 67.1875 (60.9119)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [79]  [ 330/1251]  eta: 0:07:26  lr: 2.887e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.7522 (4.1238)  acc1: 43.3594 (38.5067)  acc5: 66.7969 (60.9151)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [79]  [ 340/1251]  eta: 0:07:21  lr: 2.887e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.1721 (4.1256)  acc1: 39.0625 (38.5356)  acc5: 62.5000 (60.9856)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [79]  [ 350/1251]  eta: 0:07:16  lr: 2.887e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.8361 (4.1118)  acc1: 41.7969 (38.6997)  acc5: 65.2344 (61.1656)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [79]  [ 360/1251]  eta: 0:07:11  lr: 2.887e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1591 (4.1169)  acc1: 41.7969 (38.7097)  acc5: 64.0625 (61.1875)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [79]  [ 370/1251]  eta: 0:07:06  lr: 2.887e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.1591 (4.1100)  acc1: 41.4062 (38.7814)  acc5: 64.0625 (61.2913)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [79]  [ 380/1251]  eta: 0:07:01  lr: 2.887e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.5350 (4.1068)  acc1: 44.5312 (38.8123)  acc5: 67.5781 (61.3189)  time: 0.4729  data: 0.0003  max mem: 42896
Epoch: [79]  [ 390/1251]  eta: 0:06:56  lr: 2.887e-02  img/s: 5.43e+02  pen: 4.5e-02  loss: 4.2519 (4.1142)  acc1: 39.4531 (38.7598)  acc5: 65.2344 (61.2862)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [79]  [ 400/1251]  eta: 0:06:51  lr: 2.887e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.2519 (4.1147)  acc1: 39.4531 (38.8141)  acc5: 64.8438 (61.3272)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [79]  [ 410/1251]  eta: 0:06:46  lr: 2.887e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.2742 (4.1191)  acc1: 39.8438 (38.7574)  acc5: 62.5000 (61.2511)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [79]  [ 420/1251]  eta: 0:06:41  lr: 2.887e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.1039 (4.1160)  acc1: 40.6250 (38.8064)  acc5: 63.6719 (61.3188)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [79]  [ 430/1251]  eta: 0:06:36  lr: 2.887e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 3.8376 (4.1194)  acc1: 42.1875 (38.7462)  acc5: 67.1875 (61.2447)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [79]  [ 440/1251]  eta: 0:06:31  lr: 2.887e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.5101 (4.1215)  acc1: 37.5000 (38.6967)  acc5: 60.9375 (61.1997)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [79]  [ 450/1251]  eta: 0:06:26  lr: 2.887e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.3761 (4.1115)  acc1: 42.5781 (38.8183)  acc5: 67.1875 (61.3506)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [79]  [ 460/1251]  eta: 0:06:21  lr: 2.887e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.3616 (4.1131)  acc1: 42.9688 (38.7490)  acc5: 69.9219 (61.2654)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [79]  [ 470/1251]  eta: 0:06:16  lr: 2.887e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.0364 (4.1168)  acc1: 40.6250 (38.6777)  acc5: 60.5469 (61.1946)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [79]  [ 480/1251]  eta: 0:06:11  lr: 2.887e-02  img/s: 5.09e+02  pen: 4.6e-02  loss: 4.0361 (4.1133)  acc1: 41.4062 (38.6946)  acc5: 66.0156 (61.2242)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [79]  [ 490/1251]  eta: 0:06:06  lr: 2.887e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.0003 (4.1165)  acc1: 41.4062 (38.6822)  acc5: 66.0156 (61.1953)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [79]  [ 500/1251]  eta: 0:06:01  lr: 2.887e-02  img/s: 5.38e+02  pen: 4.9e-02  loss: 4.3461 (4.1195)  acc1: 38.6719 (38.6758)  acc5: 64.4531 (61.1870)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [79]  [ 510/1251]  eta: 0:05:56  lr: 2.887e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.3673 (4.1206)  acc1: 38.2812 (38.6321)  acc5: 60.9375 (61.1171)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [79]  [ 520/1251]  eta: 0:05:51  lr: 2.887e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8000 (4.1191)  acc1: 37.1094 (38.6276)  acc5: 56.6406 (61.0912)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [79]  [ 530/1251]  eta: 0:05:46  lr: 2.887e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 3.8000 (4.1191)  acc1: 40.2344 (38.6079)  acc5: 66.4062 (61.0971)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [79]  [ 540/1251]  eta: 0:05:42  lr: 2.887e-02  img/s: 5.37e+02  pen: 4.6e-02  loss: 4.4685 (4.1185)  acc1: 39.8438 (38.5852)  acc5: 58.9844 (61.0718)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [79]  [ 550/1251]  eta: 0:05:37  lr: 2.887e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9645 (4.1184)  acc1: 39.8438 (38.6017)  acc5: 63.6719 (61.0977)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [79]  [ 560/1251]  eta: 0:05:32  lr: 2.887e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.3160 (4.1198)  acc1: 37.5000 (38.5660)  acc5: 60.5469 (61.0378)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [79]  [ 570/1251]  eta: 0:05:27  lr: 2.887e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.0642 (4.1177)  acc1: 38.2812 (38.6041)  acc5: 64.4531 (61.1113)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [79]  [ 580/1251]  eta: 0:05:22  lr: 2.887e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.0385 (4.1181)  acc1: 42.5781 (38.6201)  acc5: 66.4062 (61.1284)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [79]  [ 590/1251]  eta: 0:05:17  lr: 2.887e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.1102 (4.1206)  acc1: 40.2344 (38.6183)  acc5: 65.6250 (61.1305)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [79]  [ 600/1251]  eta: 0:05:12  lr: 2.887e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.2645 (4.1246)  acc1: 39.8438 (38.5880)  acc5: 62.5000 (61.0831)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [79]  [ 610/1251]  eta: 0:05:07  lr: 2.887e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.5739 (4.1291)  acc1: 35.9375 (38.5267)  acc5: 60.1562 (61.0187)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [79]  [ 620/1251]  eta: 0:05:03  lr: 2.887e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.6265 (4.1344)  acc1: 32.4219 (38.4284)  acc5: 57.4219 (60.9211)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [79]  [ 630/1251]  eta: 0:04:58  lr: 2.887e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.9310 (4.1286)  acc1: 41.0156 (38.5004)  acc5: 64.4531 (61.0242)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [79]  [ 640/1251]  eta: 0:04:53  lr: 2.887e-02  img/s: 5.07e+02  pen: 4.4e-02  loss: 3.9310 (4.1304)  acc1: 42.1875 (38.5171)  acc5: 66.0156 (61.0496)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [79]  [ 650/1251]  eta: 0:04:48  lr: 2.887e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3532 (4.1323)  acc1: 38.2812 (38.4799)  acc5: 59.3750 (61.0155)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [79]  [ 660/1251]  eta: 0:04:43  lr: 2.887e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.2662 (4.1308)  acc1: 41.0156 (38.5040)  acc5: 62.1094 (61.0539)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [79]  [ 670/1251]  eta: 0:04:38  lr: 2.887e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2198 (4.1301)  acc1: 41.4062 (38.4774)  acc5: 62.8906 (61.0365)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [79]  [ 680/1251]  eta: 0:04:34  lr: 2.887e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 3.8867 (4.1311)  acc1: 38.6719 (38.4958)  acc5: 64.4531 (61.0551)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [79]  [ 690/1251]  eta: 0:04:29  lr: 2.887e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.8867 (4.1300)  acc1: 38.6719 (38.5175)  acc5: 64.4531 (61.0766)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [79]  [ 700/1251]  eta: 0:04:24  lr: 2.887e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.3838 (4.1334)  acc1: 36.3281 (38.4624)  acc5: 60.9375 (61.0384)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [79]  [ 710/1251]  eta: 0:04:19  lr: 2.887e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2570 (4.1318)  acc1: 36.3281 (38.4582)  acc5: 61.7188 (61.0655)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [79]  [ 720/1251]  eta: 0:04:14  lr: 2.887e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 3.8681 (4.1308)  acc1: 39.0625 (38.4497)  acc5: 66.4062 (61.0827)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [79]  [ 730/1251]  eta: 0:04:09  lr: 2.887e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.8307 (4.1277)  acc1: 40.6250 (38.4832)  acc5: 66.0156 (61.1325)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [79]  [ 740/1251]  eta: 0:04:05  lr: 2.887e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 3.6828 (4.1261)  acc1: 41.0156 (38.4642)  acc5: 66.0156 (61.1320)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [79]  [ 750/1251]  eta: 0:04:00  lr: 2.887e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 3.6644 (4.1234)  acc1: 41.4062 (38.5127)  acc5: 66.4062 (61.1752)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [79]  [ 760/1251]  eta: 0:03:55  lr: 2.887e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.6644 (4.1222)  acc1: 40.2344 (38.5092)  acc5: 66.4062 (61.2008)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [79]  [ 770/1251]  eta: 0:03:50  lr: 2.887e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.5321 (4.1171)  acc1: 40.2344 (38.5817)  acc5: 67.9688 (61.2866)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [79]  [ 780/1251]  eta: 0:03:45  lr: 2.887e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 3.7836 (4.1206)  acc1: 41.0156 (38.5293)  acc5: 66.4062 (61.2286)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [79]  [ 790/1251]  eta: 0:03:40  lr: 2.887e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1764 (4.1188)  acc1: 37.1094 (38.5237)  acc5: 62.5000 (61.1992)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [79]  [ 800/1251]  eta: 0:03:36  lr: 2.887e-02  img/s: 5.07e+02  pen: 4.3e-02  loss: 4.1764 (4.1190)  acc1: 39.4531 (38.5495)  acc5: 62.5000 (61.2145)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [79]  [ 810/1251]  eta: 0:03:31  lr: 2.887e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 3.7574 (4.1172)  acc1: 39.4531 (38.5476)  acc5: 63.6719 (61.2303)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [79]  [ 820/1251]  eta: 0:03:26  lr: 2.887e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.4803 (4.1155)  acc1: 42.1875 (38.5525)  acc5: 67.1875 (61.2458)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [79]  [ 830/1251]  eta: 0:03:21  lr: 2.887e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 4.1814 (4.1148)  acc1: 41.4062 (38.5680)  acc5: 64.4531 (61.2515)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [79]  [ 840/1251]  eta: 0:03:16  lr: 2.887e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2953 (4.1161)  acc1: 39.8438 (38.5335)  acc5: 62.5000 (61.2060)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [79]  [ 850/1251]  eta: 0:03:12  lr: 2.887e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.6224 (4.1100)  acc1: 42.1875 (38.6145)  acc5: 68.7500 (61.2965)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [79]  [ 860/1251]  eta: 0:03:07  lr: 2.887e-02  img/s: 5.37e+02  pen: 4.3e-02  loss: 3.5991 (4.1095)  acc1: 45.3125 (38.6138)  acc5: 69.5312 (61.2837)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [79]  [ 870/1251]  eta: 0:03:02  lr: 2.887e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.5991 (4.1062)  acc1: 43.3594 (38.6315)  acc5: 67.1875 (61.3053)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [79]  [ 880/1251]  eta: 0:02:57  lr: 2.887e-02  img/s: 5.41e+02  pen: 5.1e-02  loss: 3.6292 (4.1058)  acc1: 42.1875 (38.6400)  acc5: 67.1875 (61.3419)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [79]  [ 890/1251]  eta: 0:02:52  lr: 2.887e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.0295 (4.1084)  acc1: 39.8438 (38.6017)  acc5: 63.6719 (61.2944)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [79]  [ 900/1251]  eta: 0:02:48  lr: 2.887e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 4.4633 (4.1105)  acc1: 35.5469 (38.5553)  acc5: 60.1562 (61.2427)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [79]  [ 910/1251]  eta: 0:02:43  lr: 2.887e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3651 (4.1105)  acc1: 39.0625 (38.5651)  acc5: 63.6719 (61.2647)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [79]  [ 920/1251]  eta: 0:02:38  lr: 2.887e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.3651 (4.1116)  acc1: 39.0625 (38.5506)  acc5: 63.6719 (61.2437)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [79]  [ 930/1251]  eta: 0:02:33  lr: 2.887e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.4834 (4.1140)  acc1: 34.7656 (38.5217)  acc5: 60.9375 (61.2144)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [79]  [ 940/1251]  eta: 0:02:28  lr: 2.887e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3305 (4.1149)  acc1: 35.5469 (38.5096)  acc5: 62.1094 (61.2048)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [79]  [ 950/1251]  eta: 0:02:24  lr: 2.887e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4690 (4.1196)  acc1: 32.4219 (38.4521)  acc5: 58.2031 (61.1499)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [79]  [ 960/1251]  eta: 0:02:19  lr: 2.887e-02  img/s: 4.95e+02  pen: 4.0e-02  loss: 4.5602 (4.1186)  acc1: 32.8125 (38.4755)  acc5: 58.2031 (61.1806)  time: 0.4772  data: 0.0003  max mem: 42896
Epoch: [79]  [ 970/1251]  eta: 0:02:14  lr: 2.887e-02  img/s: 5.37e+02  pen: 4.6e-02  loss: 3.9880 (4.1158)  acc1: 44.1406 (38.5065)  acc5: 66.4062 (61.2147)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [79]  [ 980/1251]  eta: 0:02:09  lr: 2.887e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.5480 (4.1140)  acc1: 44.9219 (38.5265)  acc5: 67.9688 (61.2521)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [79]  [ 990/1251]  eta: 0:02:04  lr: 2.887e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.5480 (4.1136)  acc1: 40.6250 (38.5150)  acc5: 66.4062 (61.2308)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [79]  [1000/1251]  eta: 0:02:00  lr: 2.887e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 4.0505 (4.1138)  acc1: 40.6250 (38.5060)  acc5: 65.6250 (61.2216)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [79]  [1010/1251]  eta: 0:01:55  lr: 2.887e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.9804 (4.1131)  acc1: 42.1875 (38.4953)  acc5: 65.6250 (61.2176)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [79]  [1020/1251]  eta: 0:01:50  lr: 2.887e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.5218 (4.1101)  acc1: 43.3594 (38.5387)  acc5: 69.1406 (61.2577)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [79]  [1030/1251]  eta: 0:01:45  lr: 2.887e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.6266 (4.1079)  acc1: 41.7969 (38.5730)  acc5: 64.8438 (61.2952)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [79]  [1040/1251]  eta: 0:01:40  lr: 2.887e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.9860 (4.1087)  acc1: 41.4062 (38.5586)  acc5: 64.8438 (61.2797)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [79]  [1050/1251]  eta: 0:01:36  lr: 2.887e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.6325 (4.1058)  acc1: 44.9219 (38.5901)  acc5: 67.9688 (61.3162)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [79]  [1060/1251]  eta: 0:01:31  lr: 2.887e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.2022 (4.1080)  acc1: 41.4062 (38.5526)  acc5: 62.8906 (61.2751)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [79]  [1070/1251]  eta: 0:01:26  lr: 2.887e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5296 (4.1110)  acc1: 33.2031 (38.5110)  acc5: 60.1562 (61.2369)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [79]  [1080/1251]  eta: 0:01:21  lr: 2.887e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4189 (4.1129)  acc1: 37.8906 (38.4883)  acc5: 61.3281 (61.2063)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [79]  [1090/1251]  eta: 0:01:16  lr: 2.887e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.9479 (4.1107)  acc1: 41.4062 (38.5265)  acc5: 65.2344 (61.2486)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [79]  [1100/1251]  eta: 0:01:12  lr: 2.887e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1943 (4.1141)  acc1: 35.9375 (38.4618)  acc5: 62.8906 (61.1766)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [79]  [1110/1251]  eta: 0:01:07  lr: 2.887e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3497 (4.1136)  acc1: 36.3281 (38.4781)  acc5: 60.5469 (61.1899)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [79]  [1120/1251]  eta: 0:01:02  lr: 2.887e-02  img/s: 5.09e+02  pen: 4.4e-02  loss: 4.1499 (4.1145)  acc1: 38.2812 (38.4656)  acc5: 62.5000 (61.1664)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [79]  [1130/1251]  eta: 0:00:57  lr: 2.887e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.0656 (4.1160)  acc1: 41.4062 (38.4436)  acc5: 62.8906 (61.1444)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [79]  [1140/1251]  eta: 0:00:53  lr: 2.887e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.7819 (4.1125)  acc1: 43.3594 (38.4901)  acc5: 65.6250 (61.1905)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [79]  [1150/1251]  eta: 0:00:48  lr: 2.887e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.5823 (4.1119)  acc1: 43.3594 (38.4845)  acc5: 67.1875 (61.1951)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [79]  [1160/1251]  eta: 0:00:43  lr: 2.887e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.5823 (4.1108)  acc1: 41.4062 (38.4895)  acc5: 67.1875 (61.1851)  time: 0.4771  data: 0.0004  max mem: 42896
Epoch: [79]  [1170/1251]  eta: 0:00:38  lr: 2.887e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.6664 (4.1150)  acc1: 32.8125 (38.4207)  acc5: 55.4688 (61.1160)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [79]  [1180/1251]  eta: 0:00:33  lr: 2.887e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.6664 (4.1133)  acc1: 32.8125 (38.4192)  acc5: 55.4688 (61.1297)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [79]  [1190/1251]  eta: 0:00:29  lr: 2.887e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.6344 (4.1173)  acc1: 33.5938 (38.3419)  acc5: 57.4219 (61.0434)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [79]  [1200/1251]  eta: 0:00:24  lr: 2.887e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.4726 (4.1173)  acc1: 34.3750 (38.3525)  acc5: 59.7656 (61.0500)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [79]  [1210/1251]  eta: 0:00:19  lr: 2.887e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.3155 (4.1185)  acc1: 40.2344 (38.3554)  acc5: 62.5000 (61.0501)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [79]  [1220/1251]  eta: 0:00:14  lr: 2.887e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.4181 (4.1194)  acc1: 40.6250 (38.3350)  acc5: 59.3750 (61.0210)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [79]  [1230/1251]  eta: 0:00:10  lr: 2.887e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.5834 (4.1216)  acc1: 33.9844 (38.3000)  acc5: 56.2500 (60.9762)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [79]  [1240/1251]  eta: 0:00:05  lr: 2.887e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.4682 (4.1238)  acc1: 34.3750 (38.2608)  acc5: 55.4688 (60.9391)  time: 0.4743  data: 0.0005  max mem: 42896
Epoch: [79]  [1250/1251]  eta: 0:00:00  lr: 2.887e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.3892 (4.1245)  acc1: 37.8906 (38.2581)  acc5: 60.1562 (60.9381)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [79] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:13  loss: 2.3871 (2.3871)  acc1: 74.6094 (74.6094)  acc5: 91.0156 (91.0156)  time: 2.7217  data: 2.4745  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 56.276 Acc@5 80.426 Loss: 2.956
Test: EMA  [ 0/49]  eta: 0:02:55  loss: nan (nan)  acc1: 52.3438 (52.3438)  acc5: 80.8594 (80.8594)  time: 3.5772  data: 3.3295  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 39.126 Acc@5 62.560 Loss: nan
Epoch: [80]  [   0/1251]  eta: 1:13:13  lr: 2.884e-02  img/s: 5.00e+02  pen: 4.7e-02  loss: 4.8075 (4.8075)  acc1: 28.9062 (28.9062)  acc5: 48.0469 (48.0469)  time: 3.5122  data: 3.0004  max mem: 42896
Epoch: [80]  [  10/1251]  eta: 0:15:32  lr: 2.884e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.7353 (4.6603)  acc1: 33.2031 (33.3452)  acc5: 55.0781 (54.2969)  time: 0.7511  data: 0.2731  max mem: 42896
Epoch: [80]  [  20/1251]  eta: 0:12:41  lr: 2.884e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.6435 (4.5094)  acc1: 33.5938 (35.1004)  acc5: 57.4219 (57.0871)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [80]  [  30/1251]  eta: 0:11:38  lr: 2.884e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.3150 (4.3250)  acc1: 37.8906 (36.9330)  acc5: 62.1094 (59.1356)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [80]  [  40/1251]  eta: 0:11:04  lr: 2.884e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 3.5774 (4.1189)  acc1: 45.7031 (39.3674)  acc5: 68.3594 (61.7759)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [80]  [  50/1251]  eta: 0:10:41  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.6248 (4.1123)  acc1: 44.5312 (39.4608)  acc5: 67.9688 (62.1017)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [80]  [  60/1251]  eta: 0:10:23  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.9972 (4.1251)  acc1: 41.0156 (38.9793)  acc5: 65.6250 (61.1552)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [80]  [  70/1251]  eta: 0:10:10  lr: 2.884e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 3.9391 (4.1380)  acc1: 38.6719 (38.6774)  acc5: 58.9844 (60.5579)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [80]  [  80/1251]  eta: 0:09:59  lr: 2.884e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.3734 (4.1329)  acc1: 38.2812 (38.3343)  acc5: 55.4688 (60.2286)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [80]  [  90/1251]  eta: 0:09:49  lr: 2.884e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.6028 (4.1856)  acc1: 32.8125 (37.6159)  acc5: 55.0781 (59.3965)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [80]  [ 100/1251]  eta: 0:09:40  lr: 2.884e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.9919 (4.1298)  acc1: 40.2344 (38.3973)  acc5: 63.6719 (60.2761)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [80]  [ 110/1251]  eta: 0:09:32  lr: 2.884e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.5632 (4.1182)  acc1: 44.1406 (38.5276)  acc5: 66.7969 (60.5011)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [80]  [ 120/1251]  eta: 0:09:24  lr: 2.884e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.3694 (4.1530)  acc1: 36.7188 (38.0940)  acc5: 60.5469 (60.0271)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [80]  [ 130/1251]  eta: 0:09:17  lr: 2.884e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.4398 (4.1586)  acc1: 37.1094 (38.0994)  acc5: 60.5469 (60.0936)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [80]  [ 140/1251]  eta: 0:09:11  lr: 2.884e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.9631 (4.1450)  acc1: 43.7500 (38.2757)  acc5: 67.1875 (60.4748)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [80]  [ 150/1251]  eta: 0:09:04  lr: 2.884e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.0859 (4.1466)  acc1: 41.0156 (38.3278)  acc5: 65.6250 (60.5779)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [80]  [ 160/1251]  eta: 0:08:58  lr: 2.884e-02  img/s: 5.08e+02  pen: 4.5e-02  loss: 4.1453 (4.1373)  acc1: 38.6719 (38.3977)  acc5: 65.2344 (60.6464)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [80]  [ 170/1251]  eta: 0:08:52  lr: 2.884e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.1042 (4.1252)  acc1: 41.4062 (38.5051)  acc5: 66.4062 (60.9124)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [80]  [ 180/1251]  eta: 0:08:46  lr: 2.884e-02  img/s: 5.41e+02  pen: 5.1e-02  loss: 4.3247 (4.1509)  acc1: 37.5000 (38.1410)  acc5: 61.3281 (60.4174)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [80]  [ 190/1251]  eta: 0:08:40  lr: 2.884e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.6043 (4.1508)  acc1: 35.9375 (38.2076)  acc5: 59.7656 (60.5244)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [80]  [ 200/1251]  eta: 0:08:34  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.3882 (4.1525)  acc1: 37.5000 (38.2191)  acc5: 61.7188 (60.5294)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [80]  [ 210/1251]  eta: 0:08:29  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.1018 (4.1459)  acc1: 42.1875 (38.3942)  acc5: 64.8438 (60.7746)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [80]  [ 220/1251]  eta: 0:08:23  lr: 2.884e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.0512 (4.1381)  acc1: 42.1875 (38.5181)  acc5: 64.8438 (60.9640)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [80]  [ 230/1251]  eta: 0:08:18  lr: 2.884e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.8778 (4.1351)  acc1: 41.7969 (38.5569)  acc5: 64.8438 (60.9815)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [80]  [ 240/1251]  eta: 0:08:12  lr: 2.884e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.4682 (4.1393)  acc1: 41.0156 (38.4968)  acc5: 63.2812 (60.9586)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [80]  [ 250/1251]  eta: 0:08:07  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.4682 (4.1462)  acc1: 37.8906 (38.4058)  acc5: 60.9375 (60.8877)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [80]  [ 260/1251]  eta: 0:08:02  lr: 2.884e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2830 (4.1354)  acc1: 42.9688 (38.6015)  acc5: 65.2344 (61.1276)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [80]  [ 270/1251]  eta: 0:07:56  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1146 (4.1438)  acc1: 42.9688 (38.5205)  acc5: 65.2344 (61.0514)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [80]  [ 280/1251]  eta: 0:07:51  lr: 2.884e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.2706 (4.1444)  acc1: 38.2812 (38.5329)  acc5: 62.1094 (61.1015)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [80]  [ 290/1251]  eta: 0:07:46  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2534 (4.1370)  acc1: 42.1875 (38.6128)  acc5: 62.8906 (61.1832)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [80]  [ 300/1251]  eta: 0:07:41  lr: 2.884e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 3.9309 (4.1382)  acc1: 42.5781 (38.6498)  acc5: 64.0625 (61.2191)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [80]  [ 310/1251]  eta: 0:07:36  lr: 2.884e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.2942 (4.1424)  acc1: 39.4531 (38.5651)  acc5: 63.2812 (61.0870)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [80]  [ 320/1251]  eta: 0:07:31  lr: 2.884e-02  img/s: 5.07e+02  pen: 4.1e-02  loss: 3.8119 (4.1303)  acc1: 42.5781 (38.7132)  acc5: 67.1875 (61.2709)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [80]  [ 330/1251]  eta: 0:07:25  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.2560 (4.1228)  acc1: 46.4844 (38.8253)  acc5: 70.7031 (61.3623)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [80]  [ 340/1251]  eta: 0:07:20  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.4758 (4.1146)  acc1: 44.1406 (38.9182)  acc5: 68.7500 (61.4793)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [80]  [ 350/1251]  eta: 0:07:15  lr: 2.884e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.6927 (4.1146)  acc1: 43.3594 (38.8800)  acc5: 67.1875 (61.4338)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [80]  [ 360/1251]  eta: 0:07:10  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3349 (4.1224)  acc1: 37.8906 (38.8017)  acc5: 60.5469 (61.3660)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [80]  [ 370/1251]  eta: 0:07:05  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.4932 (4.1307)  acc1: 36.7188 (38.6824)  acc5: 58.9844 (61.2386)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [80]  [ 380/1251]  eta: 0:07:00  lr: 2.884e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.6988 (4.1358)  acc1: 33.5938 (38.5919)  acc5: 55.4688 (61.1426)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [80]  [ 390/1251]  eta: 0:06:55  lr: 2.884e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.5151 (4.1419)  acc1: 35.5469 (38.5320)  acc5: 57.8125 (61.0324)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [80]  [ 400/1251]  eta: 0:06:50  lr: 2.884e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.5151 (4.1456)  acc1: 35.5469 (38.4469)  acc5: 58.5938 (60.9453)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [80]  [ 410/1251]  eta: 0:06:45  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4592 (4.1507)  acc1: 37.5000 (38.4134)  acc5: 58.5938 (60.9014)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [80]  [ 420/1251]  eta: 0:06:40  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2607 (4.1448)  acc1: 39.8438 (38.4770)  acc5: 59.3750 (60.9690)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [80]  [ 430/1251]  eta: 0:06:35  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.0731 (4.1485)  acc1: 40.2344 (38.4217)  acc5: 62.5000 (60.9031)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [80]  [ 440/1251]  eta: 0:06:30  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8387 (4.1383)  acc1: 43.3594 (38.5116)  acc5: 66.0156 (61.0172)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [80]  [ 450/1251]  eta: 0:06:25  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.2885 (4.1432)  acc1: 40.2344 (38.4302)  acc5: 64.4531 (60.9678)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [80]  [ 460/1251]  eta: 0:06:21  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2885 (4.1358)  acc1: 40.2344 (38.5295)  acc5: 62.8906 (61.0638)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [80]  [ 470/1251]  eta: 0:06:16  lr: 2.884e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.5314 (4.1327)  acc1: 42.9688 (38.5566)  acc5: 68.7500 (61.0860)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [80]  [ 480/1251]  eta: 0:06:11  lr: 2.884e-02  img/s: 5.09e+02  pen: 4.6e-02  loss: 4.2503 (4.1359)  acc1: 39.4531 (38.5265)  acc5: 65.2344 (61.0910)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [80]  [ 490/1251]  eta: 0:06:06  lr: 2.884e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 4.4108 (4.1351)  acc1: 37.8906 (38.5462)  acc5: 62.1094 (61.1364)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [80]  [ 500/1251]  eta: 0:06:01  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.5735 (4.1273)  acc1: 42.1875 (38.6282)  acc5: 67.1875 (61.2416)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [80]  [ 510/1251]  eta: 0:05:56  lr: 2.884e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.5729 (4.1275)  acc1: 42.1875 (38.5213)  acc5: 67.1875 (61.1500)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [80]  [ 520/1251]  eta: 0:05:51  lr: 2.884e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.8842 (4.1261)  acc1: 39.8438 (38.5279)  acc5: 63.6719 (61.1834)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [80]  [ 530/1251]  eta: 0:05:46  lr: 2.884e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.9534 (4.1262)  acc1: 41.7969 (38.5409)  acc5: 63.6719 (61.2053)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [80]  [ 540/1251]  eta: 0:05:41  lr: 2.884e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.4095 (4.1314)  acc1: 36.7188 (38.4654)  acc5: 60.9375 (61.1202)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [80]  [ 550/1251]  eta: 0:05:36  lr: 2.884e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.6236 (4.1371)  acc1: 32.4219 (38.3784)  acc5: 55.0781 (61.0290)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [80]  [ 560/1251]  eta: 0:05:32  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.2400 (4.1330)  acc1: 37.1094 (38.4449)  acc5: 61.7188 (61.0928)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [80]  [ 570/1251]  eta: 0:05:27  lr: 2.884e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 4.1394 (4.1361)  acc1: 39.0625 (38.3934)  acc5: 61.7188 (61.0600)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [80]  [ 580/1251]  eta: 0:05:22  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.5155 (4.1394)  acc1: 35.1562 (38.3411)  acc5: 58.9844 (60.9946)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [80]  [ 590/1251]  eta: 0:05:17  lr: 2.884e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.4716 (4.1363)  acc1: 37.1094 (38.3857)  acc5: 60.9375 (61.0644)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [80]  [ 600/1251]  eta: 0:05:12  lr: 2.884e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.9432 (4.1334)  acc1: 39.8438 (38.4216)  acc5: 64.8438 (61.0733)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [80]  [ 610/1251]  eta: 0:05:07  lr: 2.884e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.1787 (4.1379)  acc1: 39.4531 (38.4021)  acc5: 61.3281 (61.0455)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [80]  [ 620/1251]  eta: 0:05:02  lr: 2.884e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.0948 (4.1307)  acc1: 43.3594 (38.4832)  acc5: 62.8906 (61.1237)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [80]  [ 630/1251]  eta: 0:04:57  lr: 2.884e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.2419 (4.1348)  acc1: 41.0156 (38.4676)  acc5: 66.0156 (61.0947)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [80]  [ 640/1251]  eta: 0:04:53  lr: 2.884e-02  img/s: 5.10e+02  pen: 4.3e-02  loss: 4.1809 (4.1284)  acc1: 41.0156 (38.5238)  acc5: 66.0156 (61.1746)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [80]  [ 650/1251]  eta: 0:04:48  lr: 2.884e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.7178 (4.1273)  acc1: 45.3125 (38.5111)  acc5: 67.1875 (61.1637)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [80]  [ 660/1251]  eta: 0:04:43  lr: 2.884e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.9328 (4.1265)  acc1: 41.7969 (38.5354)  acc5: 63.6719 (61.1656)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [80]  [ 670/1251]  eta: 0:04:38  lr: 2.884e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.6645 (4.1227)  acc1: 44.5312 (38.5985)  acc5: 66.7969 (61.2233)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [80]  [ 680/1251]  eta: 0:04:33  lr: 2.884e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.0396 (4.1220)  acc1: 42.5781 (38.6048)  acc5: 66.0156 (61.2358)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [80]  [ 690/1251]  eta: 0:04:28  lr: 2.884e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 4.2668 (4.1226)  acc1: 39.8438 (38.6153)  acc5: 63.2812 (61.2625)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [80]  [ 700/1251]  eta: 0:04:24  lr: 2.884e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.6656 (4.1167)  acc1: 46.0938 (38.6713)  acc5: 65.6250 (61.3253)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [80]  [ 710/1251]  eta: 0:04:19  lr: 2.884e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.0047 (4.1244)  acc1: 37.1094 (38.5763)  acc5: 60.5469 (61.2314)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [80]  [ 720/1251]  eta: 0:04:14  lr: 2.884e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.5165 (4.1230)  acc1: 37.1094 (38.6123)  acc5: 57.8125 (61.2599)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [80]  [ 730/1251]  eta: 0:04:09  lr: 2.884e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.9811 (4.1218)  acc1: 39.8438 (38.5901)  acc5: 64.4531 (61.2587)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [80]  [ 740/1251]  eta: 0:04:04  lr: 2.884e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.1081 (4.1217)  acc1: 39.8438 (38.5960)  acc5: 64.8438 (61.2691)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [80]  [ 750/1251]  eta: 0:04:00  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1081 (4.1249)  acc1: 40.6250 (38.5600)  acc5: 64.8438 (61.2184)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [80]  [ 760/1251]  eta: 0:03:55  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4697 (4.1289)  acc1: 39.4531 (38.5533)  acc5: 63.2812 (61.2234)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [80]  [ 770/1251]  eta: 0:03:50  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.2371 (4.1290)  acc1: 39.8438 (38.5756)  acc5: 63.2812 (61.2547)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [80]  [ 780/1251]  eta: 0:03:45  lr: 2.884e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.0508 (4.1276)  acc1: 41.0156 (38.5923)  acc5: 66.4062 (61.2816)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [80]  [ 790/1251]  eta: 0:03:40  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0508 (4.1263)  acc1: 43.3594 (38.6279)  acc5: 66.0156 (61.3069)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [80]  [ 800/1251]  eta: 0:03:35  lr: 2.884e-02  img/s: 4.98e+02  pen: 4.4e-02  loss: 4.0194 (4.1254)  acc1: 42.9688 (38.6236)  acc5: 66.0156 (61.3125)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [80]  [ 810/1251]  eta: 0:03:31  lr: 2.884e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 3.6770 (4.1217)  acc1: 42.9688 (38.6454)  acc5: 67.5781 (61.3681)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [80]  [ 820/1251]  eta: 0:03:26  lr: 2.884e-02  img/s: 5.35e+02  pen: 3.9e-02  loss: 3.3651 (4.1202)  acc1: 43.3594 (38.6457)  acc5: 67.5781 (61.3709)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [80]  [ 830/1251]  eta: 0:03:21  lr: 2.884e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.6116 (4.1200)  acc1: 35.5469 (38.6324)  acc5: 60.9375 (61.3639)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [80]  [ 840/1251]  eta: 0:03:16  lr: 2.884e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.5547 (4.1203)  acc1: 35.5469 (38.6222)  acc5: 60.9375 (61.3690)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [80]  [ 850/1251]  eta: 0:03:11  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1996 (4.1186)  acc1: 41.4062 (38.6182)  acc5: 66.0156 (61.3749)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [80]  [ 860/1251]  eta: 0:03:07  lr: 2.884e-02  img/s: 5.38e+02  pen: 3.9e-02  loss: 4.1715 (4.1197)  acc1: 41.4062 (38.6152)  acc5: 66.4062 (61.3708)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [80]  [ 870/1251]  eta: 0:03:02  lr: 2.884e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.1715 (4.1177)  acc1: 41.4062 (38.6190)  acc5: 66.0156 (61.3860)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [80]  [ 880/1251]  eta: 0:02:57  lr: 2.884e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 3.4566 (4.1144)  acc1: 41.7969 (38.6501)  acc5: 64.8438 (61.4053)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [80]  [ 890/1251]  eta: 0:02:52  lr: 2.884e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.4601 (4.1140)  acc1: 44.1406 (38.6565)  acc5: 66.7969 (61.4136)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [80]  [ 900/1251]  eta: 0:02:47  lr: 2.884e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.8420 (4.1137)  acc1: 41.4062 (38.6528)  acc5: 67.1875 (61.4179)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [80]  [ 910/1251]  eta: 0:02:43  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.3139 (4.1153)  acc1: 37.8906 (38.6140)  acc5: 62.8906 (61.3903)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [80]  [ 920/1251]  eta: 0:02:38  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.5394 (4.1170)  acc1: 36.7188 (38.6167)  acc5: 59.3750 (61.3845)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [80]  [ 930/1251]  eta: 0:02:33  lr: 2.884e-02  img/s: 5.41e+02  pen: 5.1e-02  loss: 4.2778 (4.1142)  acc1: 38.2812 (38.6517)  acc5: 64.0625 (61.4334)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [80]  [ 940/1251]  eta: 0:02:28  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.9509 (4.1133)  acc1: 40.6250 (38.6511)  acc5: 66.4062 (61.4423)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [80]  [ 950/1251]  eta: 0:02:23  lr: 2.884e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.3251 (4.1151)  acc1: 37.8906 (38.6370)  acc5: 61.7188 (61.4247)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [80]  [ 960/1251]  eta: 0:02:19  lr: 2.884e-02  img/s: 5.10e+02  pen: 4.3e-02  loss: 4.3251 (4.1144)  acc1: 37.5000 (38.6284)  acc5: 61.7188 (61.4232)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [80]  [ 970/1251]  eta: 0:02:14  lr: 2.884e-02  img/s: 5.41e+02  pen: 5.1e-02  loss: 3.6556 (4.1144)  acc1: 39.8438 (38.6143)  acc5: 66.0156 (61.4110)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [80]  [ 980/1251]  eta: 0:02:09  lr: 2.884e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 3.6556 (4.1130)  acc1: 44.1406 (38.6141)  acc5: 64.8438 (61.4078)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [80]  [ 990/1251]  eta: 0:02:04  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.0124 (4.1127)  acc1: 44.1406 (38.6415)  acc5: 65.6250 (61.4393)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [80]  [1000/1251]  eta: 0:02:00  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.5255 (4.1177)  acc1: 33.9844 (38.5774)  acc5: 58.2031 (61.3742)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [80]  [1010/1251]  eta: 0:01:55  lr: 2.884e-02  img/s: 5.37e+02  pen: 4.9e-02  loss: 4.6456 (4.1190)  acc1: 33.9844 (38.5571)  acc5: 56.6406 (61.3478)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [80]  [1020/1251]  eta: 0:01:50  lr: 2.884e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.9201 (4.1174)  acc1: 42.9688 (38.5678)  acc5: 64.8438 (61.3534)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [80]  [1030/1251]  eta: 0:01:45  lr: 2.884e-02  img/s: 5.37e+02  pen: 4.5e-02  loss: 3.8360 (4.1157)  acc1: 44.5312 (38.6090)  acc5: 66.7969 (61.3895)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [80]  [1040/1251]  eta: 0:01:40  lr: 2.884e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.7897 (4.1145)  acc1: 43.3594 (38.6302)  acc5: 66.7969 (61.4047)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [80]  [1050/1251]  eta: 0:01:36  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0827 (4.1176)  acc1: 42.9688 (38.6191)  acc5: 62.8906 (61.3783)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [80]  [1060/1251]  eta: 0:01:31  lr: 2.884e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.9836 (4.1135)  acc1: 42.9688 (38.6432)  acc5: 62.8906 (61.4065)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [80]  [1070/1251]  eta: 0:01:26  lr: 2.884e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 3.3920 (4.1139)  acc1: 42.9688 (38.6208)  acc5: 70.3125 (61.3748)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [80]  [1080/1251]  eta: 0:01:21  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2745 (4.1162)  acc1: 40.2344 (38.6061)  acc5: 61.7188 (61.3494)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [80]  [1090/1251]  eta: 0:01:16  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3134 (4.1182)  acc1: 38.6719 (38.5845)  acc5: 61.7188 (61.3274)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [80]  [1100/1251]  eta: 0:01:12  lr: 2.884e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.3134 (4.1198)  acc1: 37.1094 (38.5637)  acc5: 60.9375 (61.3012)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [80]  [1110/1251]  eta: 0:01:07  lr: 2.884e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 3.9682 (4.1186)  acc1: 42.9688 (38.5597)  acc5: 64.4531 (61.2940)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [80]  [1120/1251]  eta: 0:01:02  lr: 2.884e-02  img/s: 4.94e+02  pen: 4.5e-02  loss: 3.7739 (4.1165)  acc1: 42.9688 (38.5869)  acc5: 66.0156 (61.3281)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [80]  [1130/1251]  eta: 0:00:57  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.9730 (4.1167)  acc1: 42.1875 (38.5835)  acc5: 66.0156 (61.3243)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [80]  [1140/1251]  eta: 0:00:53  lr: 2.884e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 4.1173 (4.1168)  acc1: 42.1875 (38.5911)  acc5: 64.0625 (61.3220)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [80]  [1150/1251]  eta: 0:00:48  lr: 2.884e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.8326 (4.1142)  acc1: 43.3594 (38.6240)  acc5: 66.4062 (61.3454)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [80]  [1160/1251]  eta: 0:00:43  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.4026 (4.1099)  acc1: 45.7031 (38.6705)  acc5: 67.9688 (61.3961)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [80]  [1170/1251]  eta: 0:00:38  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.4924 (4.1090)  acc1: 44.1406 (38.6949)  acc5: 67.9688 (61.4309)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [80]  [1180/1251]  eta: 0:00:33  lr: 2.884e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.1656 (4.1089)  acc1: 40.6250 (38.6957)  acc5: 66.0156 (61.4277)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [80]  [1190/1251]  eta: 0:00:29  lr: 2.884e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.0130 (4.1056)  acc1: 40.6250 (38.7283)  acc5: 66.7969 (61.4747)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [80]  [1200/1251]  eta: 0:00:24  lr: 2.884e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.1930 (4.1069)  acc1: 39.8438 (38.7060)  acc5: 62.1094 (61.4355)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [80]  [1210/1251]  eta: 0:00:19  lr: 2.884e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.3275 (4.1064)  acc1: 37.1094 (38.7193)  acc5: 61.3281 (61.4413)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [80]  [1220/1251]  eta: 0:00:14  lr: 2.884e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.6497 (4.1046)  acc1: 42.1875 (38.7320)  acc5: 65.6250 (61.4625)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [80]  [1230/1251]  eta: 0:00:10  lr: 2.884e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.5795 (4.1030)  acc1: 43.7500 (38.7493)  acc5: 67.5781 (61.4808)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [80]  [1240/1251]  eta: 0:00:05  lr: 2.884e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.3276 (4.1080)  acc1: 37.5000 (38.6801)  acc5: 60.9375 (61.4087)  time: 0.4742  data: 0.0007  max mem: 42896
Epoch: [80]  [1250/1251]  eta: 0:00:00  lr: 2.884e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.4688 (4.1082)  acc1: 32.4219 (38.6841)  acc5: 58.5938 (61.4081)  time: 0.4748  data: 0.0006  max mem: 42896
Epoch: [80] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:14  loss: 2.2635 (2.2635)  acc1: 77.7344 (77.7344)  acc5: 94.1406 (94.1406)  time: 2.7451  data: 2.4915  max mem: 42896
Test:  Total time: 0:00:14
Test:  Acc@1 57.204 Acc@5 81.296 Loss: 2.935
Test: EMA  [ 0/49]  eta: 0:02:53  loss: nan (nan)  acc1: 54.2969 (54.2969)  acc5: 82.0312 (82.0312)  time: 3.5419  data: 3.2931  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 40.740 Acc@5 64.542 Loss: nan
Epoch: [81]  [   0/1251]  eta: 1:22:53  lr: 2.881e-02  img/s: 5.05e+02  pen: 4.0e-02  loss: 4.3006 (4.3006)  acc1: 38.6719 (38.6719)  acc5: 61.3281 (61.3281)  time: 3.9760  data: 3.4692  max mem: 42896
Epoch: [81]  [  10/1251]  eta: 0:16:23  lr: 2.881e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.9860 (3.8364)  acc1: 45.3125 (43.7145)  acc5: 69.1406 (66.3352)  time: 0.7926  data: 0.3157  max mem: 42896
Epoch: [81]  [  20/1251]  eta: 0:13:09  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.5080 (3.8032)  acc1: 45.3125 (43.3780)  acc5: 69.1406 (66.4621)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [81]  [  30/1251]  eta: 0:11:56  lr: 2.881e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.7991 (3.9587)  acc1: 43.3594 (40.9148)  acc5: 66.7969 (63.6971)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [81]  [  40/1251]  eta: 0:11:18  lr: 2.881e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.2093 (3.9717)  acc1: 43.7500 (40.8537)  acc5: 64.0625 (63.6338)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [81]  [  50/1251]  eta: 0:10:52  lr: 2.881e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.9283 (3.9332)  acc1: 43.7500 (41.6207)  acc5: 69.1406 (64.6446)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [81]  [  60/1251]  eta: 0:10:33  lr: 2.881e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.9283 (3.9739)  acc1: 43.3594 (40.5610)  acc5: 67.5781 (63.7039)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [81]  [  70/1251]  eta: 0:10:19  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0661 (3.9609)  acc1: 41.4062 (40.8451)  acc5: 64.4531 (64.0790)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [81]  [  80/1251]  eta: 0:10:06  lr: 2.881e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.0661 (4.0011)  acc1: 42.5781 (40.5044)  acc5: 64.4531 (63.5320)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [81]  [  90/1251]  eta: 0:09:56  lr: 2.881e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.8528 (3.9574)  acc1: 42.5781 (40.6293)  acc5: 67.1875 (63.9552)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [81]  [ 100/1251]  eta: 0:09:46  lr: 2.881e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.7335 (3.9665)  acc1: 42.5781 (40.5360)  acc5: 69.1406 (63.8343)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [81]  [ 110/1251]  eta: 0:09:38  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.8871 (3.9908)  acc1: 42.5781 (40.2273)  acc5: 66.0156 (63.3270)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [81]  [ 120/1251]  eta: 0:09:30  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4948 (4.0294)  acc1: 38.2812 (39.9761)  acc5: 62.1094 (63.0456)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [81]  [ 130/1251]  eta: 0:09:22  lr: 2.881e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.4948 (4.0343)  acc1: 36.3281 (39.8169)  acc5: 62.1094 (62.8042)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [81]  [ 140/1251]  eta: 0:09:15  lr: 2.881e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.9288 (4.0402)  acc1: 40.6250 (39.6387)  acc5: 64.4531 (62.6551)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [81]  [ 150/1251]  eta: 0:09:08  lr: 2.881e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.5226 (4.0081)  acc1: 42.5781 (40.0171)  acc5: 68.3594 (63.0614)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [81]  [ 160/1251]  eta: 0:09:02  lr: 2.881e-02  img/s: 5.06e+02  pen: 3.9e-02  loss: 3.2866 (3.9925)  acc1: 44.9219 (40.2077)  acc5: 68.3594 (63.2254)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [81]  [ 170/1251]  eta: 0:08:55  lr: 2.881e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.2016 (4.0121)  acc1: 37.1094 (39.9100)  acc5: 61.3281 (62.8472)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [81]  [ 180/1251]  eta: 0:08:49  lr: 2.881e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.2532 (4.0061)  acc1: 37.1094 (40.0596)  acc5: 58.9844 (62.9316)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [81]  [ 190/1251]  eta: 0:08:43  lr: 2.881e-02  img/s: 5.40e+02  pen: 5.2e-02  loss: 3.6414 (4.0136)  acc1: 41.0156 (39.7579)  acc5: 68.3594 (62.6411)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [81]  [ 200/1251]  eta: 0:08:37  lr: 2.881e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.0436 (4.0159)  acc1: 41.0156 (39.7932)  acc5: 65.6250 (62.6613)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [81]  [ 210/1251]  eta: 0:08:31  lr: 2.881e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.2111 (4.0383)  acc1: 41.4062 (39.4661)  acc5: 63.6719 (62.2575)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [81]  [ 220/1251]  eta: 0:08:26  lr: 2.881e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.7563 (4.0531)  acc1: 29.2969 (39.1739)  acc5: 50.7812 (61.9309)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [81]  [ 230/1251]  eta: 0:08:20  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.2274 (4.0479)  acc1: 34.3750 (39.2282)  acc5: 58.2031 (62.0181)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [81]  [ 240/1251]  eta: 0:08:14  lr: 2.881e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.3939 (4.0277)  acc1: 45.3125 (39.5066)  acc5: 69.9219 (62.2488)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [81]  [ 250/1251]  eta: 0:08:09  lr: 2.881e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 3.4205 (4.0275)  acc1: 44.5312 (39.5667)  acc5: 68.3594 (62.3008)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [81]  [ 260/1251]  eta: 0:08:04  lr: 2.881e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.0291 (4.0299)  acc1: 41.4062 (39.5474)  acc5: 63.6719 (62.2980)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [81]  [ 270/1251]  eta: 0:07:58  lr: 2.881e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.0291 (4.0305)  acc1: 42.1875 (39.5728)  acc5: 64.8438 (62.3097)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [81]  [ 280/1251]  eta: 0:07:53  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3330 (4.0467)  acc1: 39.0625 (39.4059)  acc5: 62.8906 (62.1274)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [81]  [ 290/1251]  eta: 0:07:48  lr: 2.881e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.3330 (4.0457)  acc1: 36.7188 (39.3753)  acc5: 59.3750 (62.0543)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [81]  [ 300/1251]  eta: 0:07:42  lr: 2.881e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.6714 (4.0460)  acc1: 38.2812 (39.3701)  acc5: 61.3281 (62.0237)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [81]  [ 310/1251]  eta: 0:07:37  lr: 2.881e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.0549 (4.0503)  acc1: 39.8438 (39.4054)  acc5: 64.0625 (62.0340)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [81]  [ 320/1251]  eta: 0:07:32  lr: 2.881e-02  img/s: 5.08e+02  pen: 3.7e-02  loss: 4.0549 (4.0535)  acc1: 40.6250 (39.3448)  acc5: 64.0625 (61.9585)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [81]  [ 330/1251]  eta: 0:07:27  lr: 2.881e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.2835 (4.0590)  acc1: 40.2344 (39.2501)  acc5: 60.1562 (61.8604)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [81]  [ 340/1251]  eta: 0:07:22  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2835 (4.0606)  acc1: 39.0625 (39.2171)  acc5: 62.1094 (61.8047)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [81]  [ 350/1251]  eta: 0:07:16  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.9595 (4.0567)  acc1: 40.6250 (39.2628)  acc5: 64.0625 (61.8490)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [81]  [ 360/1251]  eta: 0:07:11  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.9608 (4.0582)  acc1: 42.5781 (39.2226)  acc5: 66.7969 (61.7837)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [81]  [ 370/1251]  eta: 0:07:06  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.6742 (4.0516)  acc1: 44.1406 (39.2868)  acc5: 67.5781 (61.8956)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [81]  [ 380/1251]  eta: 0:07:01  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.1228 (4.0610)  acc1: 34.7656 (39.1373)  acc5: 59.7656 (61.7454)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [81]  [ 390/1251]  eta: 0:06:56  lr: 2.881e-02  img/s: 5.37e+02  pen: 4.7e-02  loss: 4.4963 (4.0641)  acc1: 36.3281 (39.1624)  acc5: 58.9844 (61.7677)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [81]  [ 400/1251]  eta: 0:06:51  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.4046 (4.0712)  acc1: 37.5000 (39.0995)  acc5: 59.7656 (61.7002)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [81]  [ 410/1251]  eta: 0:06:46  lr: 2.881e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.1216 (4.0679)  acc1: 42.1875 (39.1661)  acc5: 64.8438 (61.7777)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [81]  [ 420/1251]  eta: 0:06:41  lr: 2.881e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 3.8859 (4.0694)  acc1: 42.5781 (39.0848)  acc5: 66.4062 (61.7160)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [81]  [ 430/1251]  eta: 0:06:36  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8859 (4.0691)  acc1: 42.5781 (39.0942)  acc5: 66.0156 (61.7305)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [81]  [ 440/1251]  eta: 0:06:31  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.8107 (4.0688)  acc1: 42.9688 (39.1006)  acc5: 67.5781 (61.6904)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [81]  [ 450/1251]  eta: 0:06:26  lr: 2.881e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.1901 (4.0752)  acc1: 38.2812 (38.9845)  acc5: 62.8906 (61.5741)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [81]  [ 460/1251]  eta: 0:06:21  lr: 2.881e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.4350 (4.0768)  acc1: 37.1094 (38.9507)  acc5: 57.4219 (61.5315)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [81]  [ 470/1251]  eta: 0:06:16  lr: 2.881e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.1281 (4.0757)  acc1: 42.5781 (38.9962)  acc5: 64.8438 (61.5927)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [81]  [ 480/1251]  eta: 0:06:12  lr: 2.881e-02  img/s: 4.95e+02  pen: 4.9e-02  loss: 4.0934 (4.0735)  acc1: 43.3594 (39.0633)  acc5: 67.1875 (61.6643)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [81]  [ 490/1251]  eta: 0:06:07  lr: 2.881e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.0934 (4.0754)  acc1: 42.1875 (39.0593)  acc5: 66.7969 (61.6599)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [81]  [ 500/1251]  eta: 0:06:02  lr: 2.881e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.5517 (4.0784)  acc1: 34.7656 (39.0609)  acc5: 60.1562 (61.6587)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [81]  [ 510/1251]  eta: 0:05:57  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3531 (4.0821)  acc1: 37.1094 (39.0166)  acc5: 62.5000 (61.6094)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [81]  [ 520/1251]  eta: 0:05:52  lr: 2.881e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.7284 (4.0773)  acc1: 39.8438 (39.0797)  acc5: 65.6250 (61.6738)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [81]  [ 530/1251]  eta: 0:05:47  lr: 2.881e-02  img/s: 5.41e+02  pen: 5.2e-02  loss: 3.7284 (4.0825)  acc1: 38.6719 (38.9625)  acc5: 61.3281 (61.5260)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [81]  [ 540/1251]  eta: 0:05:42  lr: 2.881e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.5821 (4.0842)  acc1: 37.5000 (38.9824)  acc5: 60.9375 (61.5635)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [81]  [ 550/1251]  eta: 0:05:37  lr: 2.881e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.9747 (4.0849)  acc1: 39.4531 (38.9632)  acc5: 61.7188 (61.5366)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [81]  [ 560/1251]  eta: 0:05:32  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3949 (4.0863)  acc1: 39.0625 (38.9908)  acc5: 61.7188 (61.5697)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [81]  [ 570/1251]  eta: 0:05:27  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.7305 (4.0798)  acc1: 39.8438 (39.0734)  acc5: 69.5312 (61.6681)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [81]  [ 580/1251]  eta: 0:05:22  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.3580 (4.0754)  acc1: 45.7031 (39.1042)  acc5: 69.5312 (61.7080)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [81]  [ 590/1251]  eta: 0:05:18  lr: 2.881e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.7841 (4.0763)  acc1: 44.1406 (39.1246)  acc5: 66.7969 (61.7452)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [81]  [ 600/1251]  eta: 0:05:13  lr: 2.881e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 4.0149 (4.0764)  acc1: 42.9688 (39.1554)  acc5: 67.9688 (61.7928)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [81]  [ 610/1251]  eta: 0:05:08  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.7480 (4.0741)  acc1: 42.9688 (39.1808)  acc5: 67.9688 (61.8236)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [81]  [ 620/1251]  eta: 0:05:03  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.7205 (4.0729)  acc1: 42.5781 (39.2135)  acc5: 65.6250 (61.8540)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [81]  [ 630/1251]  eta: 0:04:58  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.9934 (4.0744)  acc1: 40.2344 (39.1832)  acc5: 64.4531 (61.8283)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [81]  [ 640/1251]  eta: 0:04:53  lr: 2.881e-02  img/s: 5.08e+02  pen: 4.6e-02  loss: 4.4907 (4.0826)  acc1: 35.9375 (39.1076)  acc5: 58.5938 (61.7632)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [81]  [ 650/1251]  eta: 0:04:48  lr: 2.881e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4971 (4.0814)  acc1: 35.5469 (39.1207)  acc5: 57.8125 (61.7848)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [81]  [ 660/1251]  eta: 0:04:44  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0026 (4.0800)  acc1: 42.1875 (39.1559)  acc5: 67.5781 (61.8080)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [81]  [ 670/1251]  eta: 0:04:39  lr: 2.881e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.1671 (4.0847)  acc1: 38.6719 (39.0805)  acc5: 61.7188 (61.7094)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [81]  [ 680/1251]  eta: 0:04:34  lr: 2.881e-02  img/s: 5.41e+02  pen: 5.1e-02  loss: 4.6714 (4.0929)  acc1: 30.0781 (38.9656)  acc5: 53.5156 (61.5799)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [81]  [ 690/1251]  eta: 0:04:29  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6714 (4.0929)  acc1: 31.6406 (38.9127)  acc5: 53.5156 (61.5441)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [81]  [ 700/1251]  eta: 0:04:24  lr: 2.881e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.0759 (4.0923)  acc1: 40.2344 (38.9104)  acc5: 63.6719 (61.5454)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [81]  [ 710/1251]  eta: 0:04:19  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.5060 (4.0879)  acc1: 43.3594 (38.9790)  acc5: 66.7969 (61.6297)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [81]  [ 720/1251]  eta: 0:04:14  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.0135 (4.0877)  acc1: 42.5781 (38.9693)  acc5: 66.7969 (61.6396)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [81]  [ 730/1251]  eta: 0:04:10  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.4719 (4.0938)  acc1: 33.2031 (38.8504)  acc5: 58.2031 (61.5007)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [81]  [ 740/1251]  eta: 0:04:05  lr: 2.881e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.5030 (4.0955)  acc1: 36.7188 (38.8732)  acc5: 58.2031 (61.5163)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [81]  [ 750/1251]  eta: 0:04:00  lr: 2.881e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.5153 (4.1009)  acc1: 35.9375 (38.7619)  acc5: 58.5938 (61.4087)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [81]  [ 760/1251]  eta: 0:03:55  lr: 2.881e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.5153 (4.0995)  acc1: 34.3750 (38.7961)  acc5: 58.2031 (61.4380)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [81]  [ 770/1251]  eta: 0:03:50  lr: 2.881e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.9353 (4.0984)  acc1: 43.7500 (38.8203)  acc5: 66.0156 (61.4806)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [81]  [ 780/1251]  eta: 0:03:45  lr: 2.881e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.8435 (4.0973)  acc1: 42.5781 (38.8504)  acc5: 66.0156 (61.5007)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [81]  [ 790/1251]  eta: 0:03:41  lr: 2.881e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 3.9695 (4.0979)  acc1: 42.5781 (38.8319)  acc5: 65.6250 (61.4812)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [81]  [ 800/1251]  eta: 0:03:36  lr: 2.881e-02  img/s: 5.06e+02  pen: 4.0e-02  loss: 4.2134 (4.0982)  acc1: 41.7969 (38.8079)  acc5: 65.6250 (61.4481)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [81]  [ 810/1251]  eta: 0:03:31  lr: 2.881e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.0495 (4.0990)  acc1: 41.7969 (38.7754)  acc5: 64.8438 (61.4018)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [81]  [ 820/1251]  eta: 0:03:26  lr: 2.881e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.0495 (4.0983)  acc1: 43.3594 (38.7804)  acc5: 62.8906 (61.3962)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [81]  [ 830/1251]  eta: 0:03:21  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.8511 (4.0972)  acc1: 43.3594 (38.8073)  acc5: 66.4062 (61.4076)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [81]  [ 840/1251]  eta: 0:03:17  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.8511 (4.0973)  acc1: 45.3125 (38.8182)  acc5: 67.1875 (61.4015)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [81]  [ 850/1251]  eta: 0:03:12  lr: 2.881e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 3.9134 (4.0955)  acc1: 45.3125 (38.8357)  acc5: 67.1875 (61.4309)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [81]  [ 860/1251]  eta: 0:03:07  lr: 2.881e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 3.6388 (4.0956)  acc1: 45.3125 (38.8266)  acc5: 66.4062 (61.4143)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [81]  [ 870/1251]  eta: 0:03:02  lr: 2.881e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.0887 (4.0943)  acc1: 42.1875 (38.8383)  acc5: 65.6250 (61.4196)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [81]  [ 880/1251]  eta: 0:02:57  lr: 2.881e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.2629 (4.0963)  acc1: 39.8438 (38.8510)  acc5: 63.6719 (61.4416)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [81]  [ 890/1251]  eta: 0:02:52  lr: 2.881e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.3822 (4.0969)  acc1: 39.8438 (38.8595)  acc5: 63.2812 (61.4491)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [81]  [ 900/1251]  eta: 0:02:48  lr: 2.881e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.3721 (4.0994)  acc1: 39.4531 (38.8505)  acc5: 63.6719 (61.4274)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [81]  [ 910/1251]  eta: 0:02:43  lr: 2.881e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.3991 (4.1041)  acc1: 38.6719 (38.8027)  acc5: 61.3281 (61.3864)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [81]  [ 920/1251]  eta: 0:02:38  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2067 (4.1020)  acc1: 38.6719 (38.8326)  acc5: 63.2812 (61.4388)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [81]  [ 930/1251]  eta: 0:02:33  lr: 2.881e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.9467 (4.1025)  acc1: 44.1406 (38.8242)  acc5: 68.7500 (61.4271)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [81]  [ 940/1251]  eta: 0:02:28  lr: 2.881e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.9021 (4.0994)  acc1: 45.7031 (38.8707)  acc5: 67.1875 (61.4759)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [81]  [ 950/1251]  eta: 0:02:24  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 3.7014 (4.0985)  acc1: 44.5312 (38.8789)  acc5: 67.5781 (61.4998)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [81]  [ 960/1251]  eta: 0:02:19  lr: 2.881e-02  img/s: 5.09e+02  pen: 4.7e-02  loss: 4.2878 (4.1012)  acc1: 38.6719 (38.8686)  acc5: 63.2812 (61.4818)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [81]  [ 970/1251]  eta: 0:02:14  lr: 2.881e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.0175 (4.0973)  acc1: 40.2344 (38.9169)  acc5: 65.6250 (61.5421)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [81]  [ 980/1251]  eta: 0:02:09  lr: 2.881e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.9684 (4.0985)  acc1: 44.1406 (38.9096)  acc5: 66.0156 (61.5205)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [81]  [ 990/1251]  eta: 0:02:04  lr: 2.881e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 3.9801 (4.0962)  acc1: 40.6250 (38.9340)  acc5: 63.6719 (61.5520)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [81]  [1000/1251]  eta: 0:02:00  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.0935 (4.0958)  acc1: 43.7500 (38.9446)  acc5: 66.0156 (61.5658)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [81]  [1010/1251]  eta: 0:01:55  lr: 2.881e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.1602 (4.0968)  acc1: 40.6250 (38.9439)  acc5: 65.6250 (61.5569)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [81]  [1020/1251]  eta: 0:01:50  lr: 2.881e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.4170 (4.0985)  acc1: 39.0625 (38.9271)  acc5: 59.7656 (61.5428)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [81]  [1030/1251]  eta: 0:01:45  lr: 2.881e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.4764 (4.0989)  acc1: 39.0625 (38.9306)  acc5: 60.1562 (61.5528)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [81]  [1040/1251]  eta: 0:01:40  lr: 2.881e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.4971 (4.1020)  acc1: 35.5469 (38.8959)  acc5: 59.3750 (61.5323)  time: 0.4770  data: 0.0003  max mem: 42896
Epoch: [81]  [1050/1251]  eta: 0:01:36  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4886 (4.1012)  acc1: 34.7656 (38.9068)  acc5: 63.2812 (61.5619)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [81]  [1060/1251]  eta: 0:01:31  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.4886 (4.1043)  acc1: 33.9844 (38.8534)  acc5: 59.3750 (61.5034)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [81]  [1070/1251]  eta: 0:01:26  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.6715 (4.1062)  acc1: 32.4219 (38.8302)  acc5: 54.6875 (61.4791)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [81]  [1080/1251]  eta: 0:01:21  lr: 2.881e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.6080 (4.1081)  acc1: 32.4219 (38.7817)  acc5: 55.4688 (61.4369)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [81]  [1090/1251]  eta: 0:01:17  lr: 2.881e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4081 (4.1075)  acc1: 34.3750 (38.7925)  acc5: 58.2031 (61.4520)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [81]  [1100/1251]  eta: 0:01:12  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.4081 (4.1078)  acc1: 39.4531 (38.8028)  acc5: 62.1094 (61.4647)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [81]  [1110/1251]  eta: 0:01:07  lr: 2.881e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.3796 (4.1084)  acc1: 40.2344 (38.8122)  acc5: 62.1094 (61.4747)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [81]  [1120/1251]  eta: 0:01:02  lr: 2.881e-02  img/s: 4.88e+02  pen: 3.9e-02  loss: 4.3774 (4.1089)  acc1: 39.4531 (38.8074)  acc5: 62.1094 (61.4724)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [81]  [1130/1251]  eta: 0:00:57  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.2392 (4.1081)  acc1: 41.4062 (38.8307)  acc5: 63.6719 (61.5025)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [81]  [1140/1251]  eta: 0:00:53  lr: 2.881e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.2509 (4.1102)  acc1: 41.0156 (38.7688)  acc5: 62.1094 (61.4394)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [81]  [1150/1251]  eta: 0:00:48  lr: 2.881e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.5390 (4.1104)  acc1: 32.0312 (38.7540)  acc5: 57.8125 (61.4167)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [81]  [1160/1251]  eta: 0:00:43  lr: 2.881e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.5306 (4.1129)  acc1: 35.9375 (38.7435)  acc5: 58.9844 (61.3951)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [81]  [1170/1251]  eta: 0:00:38  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0469 (4.1091)  acc1: 39.4531 (38.7816)  acc5: 65.2344 (61.4442)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [81]  [1180/1251]  eta: 0:00:33  lr: 2.881e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.8092 (4.1106)  acc1: 40.6250 (38.7625)  acc5: 65.2344 (61.4452)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [81]  [1190/1251]  eta: 0:00:29  lr: 2.881e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.6272 (4.1142)  acc1: 36.7188 (38.7286)  acc5: 58.2031 (61.4134)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [81]  [1200/1251]  eta: 0:00:24  lr: 2.881e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.7690 (4.1166)  acc1: 36.7188 (38.7051)  acc5: 55.0781 (61.3694)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [81]  [1210/1251]  eta: 0:00:19  lr: 2.881e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.4001 (4.1152)  acc1: 40.6250 (38.7248)  acc5: 60.9375 (61.4010)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [81]  [1220/1251]  eta: 0:00:14  lr: 2.881e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 4.3277 (4.1169)  acc1: 39.4531 (38.7167)  acc5: 62.1094 (61.3963)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [81]  [1230/1251]  eta: 0:00:10  lr: 2.881e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3277 (4.1169)  acc1: 39.0625 (38.6995)  acc5: 62.1094 (61.3783)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [81]  [1240/1251]  eta: 0:00:05  lr: 2.881e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 3.7760 (4.1149)  acc1: 41.7969 (38.7100)  acc5: 67.1875 (61.4052)  time: 0.4744  data: 0.0006  max mem: 42896
Epoch: [81]  [1250/1251]  eta: 0:00:00  lr: 2.881e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.9657 (4.1148)  acc1: 42.1875 (38.7140)  acc5: 65.6250 (61.4171)  time: 0.4754  data: 0.0005  max mem: 42896
Epoch: [81] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:12  loss: 2.4886 (2.4886)  acc1: 73.8281 (73.8281)  acc5: 93.3594 (93.3594)  time: 2.6945  data: 2.4464  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 56.162 Acc@5 80.226 Loss: 3.033
Test: EMA  [ 0/49]  eta: 0:02:07  loss: nan (nan)  acc1: 58.9844 (58.9844)  acc5: 82.8125 (82.8125)  time: 2.6058  data: 2.3488  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 42.200 Acc@5 66.368 Loss: nan
Epoch: [82]  [   0/1251]  eta: 1:25:02  lr: 2.878e-02  img/s: 5.05e+02  pen: 4.5e-02  loss: 3.2130 (3.2130)  acc1: 50.7812 (50.7812)  acc5: 74.6094 (74.6094)  time: 4.0790  data: 3.5715  max mem: 42896
Epoch: [82]  [  10/1251]  eta: 0:16:34  lr: 2.878e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.2689 (4.2223)  acc1: 39.4531 (37.8196)  acc5: 64.8438 (62.2159)  time: 0.8016  data: 0.3249  max mem: 42896
Epoch: [82]  [  20/1251]  eta: 0:13:14  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3831 (4.2418)  acc1: 37.5000 (36.8862)  acc5: 61.7188 (59.2820)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [82]  [  30/1251]  eta: 0:12:00  lr: 2.878e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.5755 (4.2796)  acc1: 32.8125 (36.1769)  acc5: 55.8594 (58.4173)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [82]  [  40/1251]  eta: 0:11:21  lr: 2.878e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.1749 (4.1631)  acc1: 42.1875 (38.0907)  acc5: 64.4531 (60.4707)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [82]  [  50/1251]  eta: 0:10:55  lr: 2.878e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.1749 (4.2105)  acc1: 42.1875 (37.7298)  acc5: 66.4062 (60.0031)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [82]  [  60/1251]  eta: 0:10:35  lr: 2.878e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.3179 (4.2085)  acc1: 37.5000 (37.2631)  acc5: 64.4531 (59.7080)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [82]  [  70/1251]  eta: 0:10:21  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.9786 (4.2011)  acc1: 36.7188 (37.3955)  acc5: 56.2500 (59.5841)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [82]  [  80/1251]  eta: 0:10:08  lr: 2.878e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.9095 (4.1750)  acc1: 41.0156 (37.7797)  acc5: 63.6719 (59.9778)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [82]  [  90/1251]  eta: 0:09:57  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2373 (4.1978)  acc1: 37.5000 (37.3626)  acc5: 60.9375 (59.6240)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [82]  [ 100/1251]  eta: 0:09:47  lr: 2.878e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.4367 (4.2234)  acc1: 36.3281 (37.1016)  acc5: 57.8125 (59.4640)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [82]  [ 110/1251]  eta: 0:09:39  lr: 2.878e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.4072 (4.2213)  acc1: 37.1094 (36.9932)  acc5: 58.9844 (59.2800)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [82]  [ 120/1251]  eta: 0:09:30  lr: 2.878e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.9386 (4.2026)  acc1: 38.6719 (37.2288)  acc5: 65.2344 (59.6074)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [82]  [ 130/1251]  eta: 0:09:23  lr: 2.878e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.2598 (4.2133)  acc1: 38.6719 (37.0736)  acc5: 64.4531 (59.4138)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [82]  [ 140/1251]  eta: 0:09:16  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.2566 (4.1977)  acc1: 41.4062 (37.3615)  acc5: 65.2344 (59.7296)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [82]  [ 150/1251]  eta: 0:09:09  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1177 (4.1999)  acc1: 39.0625 (37.2646)  acc5: 65.2344 (59.5638)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [82]  [ 160/1251]  eta: 0:09:02  lr: 2.878e-02  img/s: 5.10e+02  pen: 4.3e-02  loss: 4.4425 (4.2010)  acc1: 35.9375 (37.3714)  acc5: 58.9844 (59.6759)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [82]  [ 170/1251]  eta: 0:08:56  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1602 (4.1919)  acc1: 40.2344 (37.5959)  acc5: 65.6250 (59.8547)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [82]  [ 180/1251]  eta: 0:08:50  lr: 2.878e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.3564 (4.2064)  acc1: 39.0625 (37.4245)  acc5: 60.1562 (59.5887)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [82]  [ 190/1251]  eta: 0:08:43  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4986 (4.2269)  acc1: 38.2812 (37.2300)  acc5: 57.4219 (59.4036)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [82]  [ 200/1251]  eta: 0:08:38  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.3184 (4.2056)  acc1: 39.4531 (37.5214)  acc5: 64.4531 (59.6859)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [82]  [ 210/1251]  eta: 0:08:32  lr: 2.878e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 3.7577 (4.2007)  acc1: 46.0938 (37.6962)  acc5: 67.5781 (59.8971)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [82]  [ 220/1251]  eta: 0:08:26  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0502 (4.1965)  acc1: 41.7969 (37.8076)  acc5: 65.2344 (60.0484)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [82]  [ 230/1251]  eta: 0:08:21  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.8916 (4.1936)  acc1: 38.2812 (37.7063)  acc5: 64.4531 (59.8908)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [82]  [ 240/1251]  eta: 0:08:15  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5855 (4.1985)  acc1: 39.0625 (37.7042)  acc5: 60.1562 (59.8629)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [82]  [ 250/1251]  eta: 0:08:09  lr: 2.878e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4971 (4.1914)  acc1: 39.0625 (37.7490)  acc5: 60.1562 (59.9446)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [82]  [ 260/1251]  eta: 0:08:04  lr: 2.878e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.4410 (4.1918)  acc1: 39.8438 (37.9385)  acc5: 61.7188 (60.1084)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [82]  [ 270/1251]  eta: 0:07:59  lr: 2.878e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.5476 (4.1928)  acc1: 39.8438 (37.8849)  acc5: 62.8906 (60.0712)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [82]  [ 280/1251]  eta: 0:07:53  lr: 2.878e-02  img/s: 5.37e+02  pen: 4.4e-02  loss: 4.4594 (4.1923)  acc1: 36.3281 (37.9129)  acc5: 59.3750 (60.1145)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [82]  [ 290/1251]  eta: 0:07:48  lr: 2.878e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 3.9111 (4.1818)  acc1: 44.1406 (38.0678)  acc5: 67.5781 (60.3066)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [82]  [ 300/1251]  eta: 0:07:43  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.2832 (4.1860)  acc1: 41.0156 (38.0671)  acc5: 63.2812 (60.3068)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [82]  [ 310/1251]  eta: 0:07:38  lr: 2.878e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.3215 (4.1761)  acc1: 38.6719 (38.1330)  acc5: 62.1094 (60.4225)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [82]  [ 320/1251]  eta: 0:07:32  lr: 2.878e-02  img/s: 4.88e+02  pen: 4.3e-02  loss: 3.7359 (4.1761)  acc1: 43.7500 (38.0829)  acc5: 67.1875 (60.3887)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [82]  [ 330/1251]  eta: 0:07:27  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.2629 (4.1768)  acc1: 41.7969 (38.1326)  acc5: 62.5000 (60.4324)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [82]  [ 340/1251]  eta: 0:07:22  lr: 2.878e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.2629 (4.1796)  acc1: 41.7969 (38.1472)  acc5: 62.5000 (60.3750)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [82]  [ 350/1251]  eta: 0:07:17  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.1989 (4.1787)  acc1: 40.6250 (38.2134)  acc5: 62.8906 (60.4556)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [82]  [ 360/1251]  eta: 0:07:12  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.9927 (4.1769)  acc1: 41.0156 (38.1687)  acc5: 62.8906 (60.4214)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [82]  [ 370/1251]  eta: 0:07:07  lr: 2.878e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.3531 (4.1890)  acc1: 37.1094 (38.0728)  acc5: 60.5469 (60.3163)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [82]  [ 380/1251]  eta: 0:07:02  lr: 2.878e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.3531 (4.1803)  acc1: 38.2812 (38.1305)  acc5: 59.3750 (60.4044)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [82]  [ 390/1251]  eta: 0:06:57  lr: 2.878e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.3356 (4.1687)  acc1: 45.7031 (38.2553)  acc5: 69.1406 (60.5898)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [82]  [ 400/1251]  eta: 0:06:52  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.4814 (4.1653)  acc1: 45.7031 (38.2998)  acc5: 69.5312 (60.6706)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [82]  [ 410/1251]  eta: 0:06:46  lr: 2.878e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 3.6347 (4.1632)  acc1: 41.7969 (38.3411)  acc5: 63.6719 (60.6932)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [82]  [ 420/1251]  eta: 0:06:42  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.2388 (4.1654)  acc1: 38.6719 (38.2933)  acc5: 62.8906 (60.6814)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [82]  [ 430/1251]  eta: 0:06:36  lr: 2.878e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.2027 (4.1568)  acc1: 40.2344 (38.4580)  acc5: 66.7969 (60.8577)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [82]  [ 440/1251]  eta: 0:06:31  lr: 2.878e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.2027 (4.1596)  acc1: 44.5312 (38.3929)  acc5: 68.3594 (60.8232)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [82]  [ 450/1251]  eta: 0:06:27  lr: 2.878e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4492 (4.1619)  acc1: 35.9375 (38.4008)  acc5: 60.1562 (60.8388)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [82]  [ 460/1251]  eta: 0:06:22  lr: 2.878e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.1987 (4.1611)  acc1: 42.5781 (38.4846)  acc5: 62.5000 (60.8807)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [82]  [ 470/1251]  eta: 0:06:17  lr: 2.878e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.0870 (4.1632)  acc1: 42.5781 (38.4969)  acc5: 63.2812 (60.8819)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [82]  [ 480/1251]  eta: 0:06:12  lr: 2.878e-02  img/s: 5.05e+02  pen: 4.9e-02  loss: 4.0863 (4.1595)  acc1: 41.7969 (38.5030)  acc5: 63.6719 (60.8969)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [82]  [ 490/1251]  eta: 0:06:07  lr: 2.878e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.4695 (4.1499)  acc1: 44.1406 (38.5931)  acc5: 68.3594 (60.9956)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [82]  [ 500/1251]  eta: 0:06:02  lr: 2.878e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.7076 (4.1457)  acc1: 44.1406 (38.6586)  acc5: 68.7500 (61.0802)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [82]  [ 510/1251]  eta: 0:05:57  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.8015 (4.1421)  acc1: 42.5781 (38.6948)  acc5: 66.7969 (61.1294)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [82]  [ 520/1251]  eta: 0:05:52  lr: 2.878e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 3.8892 (4.1421)  acc1: 41.4062 (38.7094)  acc5: 65.2344 (61.1167)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [82]  [ 530/1251]  eta: 0:05:47  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.4169 (4.1348)  acc1: 41.0156 (38.7432)  acc5: 68.3594 (61.1832)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [82]  [ 540/1251]  eta: 0:05:42  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.4169 (4.1352)  acc1: 42.5781 (38.7109)  acc5: 68.3594 (61.1584)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [82]  [ 550/1251]  eta: 0:05:37  lr: 2.878e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.4152 (4.1374)  acc1: 38.6719 (38.6591)  acc5: 61.7188 (61.1310)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [82]  [ 560/1251]  eta: 0:05:32  lr: 2.878e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.3876 (4.1350)  acc1: 39.0625 (38.7039)  acc5: 61.7188 (61.1882)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [82]  [ 570/1251]  eta: 0:05:27  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1000 (4.1376)  acc1: 40.2344 (38.6479)  acc5: 63.6719 (61.1072)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [82]  [ 580/1251]  eta: 0:05:23  lr: 2.878e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.1093 (4.1370)  acc1: 38.2812 (38.6699)  acc5: 61.3281 (61.1137)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [82]  [ 590/1251]  eta: 0:05:18  lr: 2.878e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.1093 (4.1373)  acc1: 41.4062 (38.6838)  acc5: 61.7188 (61.1259)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [82]  [ 600/1251]  eta: 0:05:13  lr: 2.878e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.9237 (4.1328)  acc1: 42.1875 (38.7668)  acc5: 67.5781 (61.2157)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [82]  [ 610/1251]  eta: 0:05:08  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.0006 (4.1313)  acc1: 44.1406 (38.7492)  acc5: 66.4062 (61.1932)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [82]  [ 620/1251]  eta: 0:05:03  lr: 2.878e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.0171 (4.1314)  acc1: 42.5781 (38.7820)  acc5: 66.0156 (61.2250)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [82]  [ 630/1251]  eta: 0:04:58  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0652 (4.1337)  acc1: 41.7969 (38.7462)  acc5: 66.0156 (61.2086)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [82]  [ 640/1251]  eta: 0:04:53  lr: 2.878e-02  img/s: 5.07e+02  pen: 4.5e-02  loss: 4.0652 (4.1313)  acc1: 40.6250 (38.7548)  acc5: 62.5000 (61.2203)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [82]  [ 650/1251]  eta: 0:04:48  lr: 2.878e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.1574 (4.1337)  acc1: 39.0625 (38.7595)  acc5: 62.5000 (61.2261)  time: 0.4773  data: 0.0004  max mem: 42896
Epoch: [82]  [ 660/1251]  eta: 0:04:44  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1574 (4.1272)  acc1: 39.8438 (38.8551)  acc5: 64.4531 (61.3382)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [82]  [ 670/1251]  eta: 0:04:39  lr: 2.878e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.2797 (4.1337)  acc1: 39.4531 (38.7545)  acc5: 64.0625 (61.2146)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [82]  [ 680/1251]  eta: 0:04:34  lr: 2.878e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.6873 (4.1370)  acc1: 30.8594 (38.7092)  acc5: 56.2500 (61.1555)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [82]  [ 690/1251]  eta: 0:04:29  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2424 (4.1369)  acc1: 36.3281 (38.6804)  acc5: 63.6719 (61.1495)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [82]  [ 700/1251]  eta: 0:04:24  lr: 2.878e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.2064 (4.1356)  acc1: 39.8438 (38.7014)  acc5: 64.0625 (61.1710)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [82]  [ 710/1251]  eta: 0:04:19  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.3458 (4.1380)  acc1: 38.2812 (38.6422)  acc5: 60.1562 (61.1243)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [82]  [ 720/1251]  eta: 0:04:15  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.5653 (4.1435)  acc1: 35.9375 (38.6117)  acc5: 58.2031 (61.0919)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [82]  [ 730/1251]  eta: 0:04:10  lr: 2.878e-02  img/s: 5.36e+02  pen: 4.7e-02  loss: 4.4013 (4.1434)  acc1: 40.6250 (38.5917)  acc5: 62.8906 (61.0604)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [82]  [ 740/1251]  eta: 0:04:05  lr: 2.878e-02  img/s: 5.41e+02  pen: 5.1e-02  loss: 4.4013 (4.1464)  acc1: 39.0625 (38.5580)  acc5: 62.5000 (61.0013)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [82]  [ 750/1251]  eta: 0:04:00  lr: 2.878e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.3476 (4.1441)  acc1: 40.2344 (38.5803)  acc5: 62.5000 (61.0176)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [82]  [ 760/1251]  eta: 0:03:55  lr: 2.878e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.6220 (4.1384)  acc1: 43.3594 (38.6298)  acc5: 67.9688 (61.0817)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [82]  [ 770/1251]  eta: 0:03:50  lr: 2.878e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 3.7422 (4.1405)  acc1: 42.1875 (38.5979)  acc5: 65.6250 (61.0571)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [82]  [ 780/1251]  eta: 0:03:46  lr: 2.878e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.2099 (4.1385)  acc1: 40.2344 (38.6214)  acc5: 62.5000 (61.0966)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [82]  [ 790/1251]  eta: 0:03:41  lr: 2.878e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 3.7779 (4.1356)  acc1: 43.3594 (38.6452)  acc5: 66.0156 (61.1212)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [82]  [ 800/1251]  eta: 0:03:36  lr: 2.878e-02  img/s: 5.08e+02  pen: 4.1e-02  loss: 4.0191 (4.1364)  acc1: 43.3594 (38.6377)  acc5: 66.0156 (61.1043)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [82]  [ 810/1251]  eta: 0:03:31  lr: 2.878e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.1005 (4.1364)  acc1: 43.7500 (38.6184)  acc5: 64.8438 (61.0834)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [82]  [ 820/1251]  eta: 0:03:26  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.8172 (4.1342)  acc1: 43.7500 (38.6414)  acc5: 66.4062 (61.1107)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [82]  [ 830/1251]  eta: 0:03:21  lr: 2.878e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.5388 (4.1317)  acc1: 43.7500 (38.6526)  acc5: 68.3594 (61.1429)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [82]  [ 840/1251]  eta: 0:03:17  lr: 2.878e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.0944 (4.1331)  acc1: 41.0156 (38.6115)  acc5: 65.2344 (61.1131)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [82]  [ 850/1251]  eta: 0:03:12  lr: 2.878e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.5676 (4.1350)  acc1: 32.8125 (38.5874)  acc5: 54.2969 (61.0743)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [82]  [ 860/1251]  eta: 0:03:07  lr: 2.878e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.9885 (4.1315)  acc1: 43.3594 (38.6442)  acc5: 68.7500 (61.1380)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [82]  [ 870/1251]  eta: 0:03:02  lr: 2.878e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.6542 (4.1284)  acc1: 44.9219 (38.6867)  acc5: 69.9219 (61.1891)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [82]  [ 880/1251]  eta: 0:02:57  lr: 2.878e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.6542 (4.1272)  acc1: 44.9219 (38.7180)  acc5: 67.1875 (61.2244)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [82]  [ 890/1251]  eta: 0:02:53  lr: 2.878e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.0347 (4.1277)  acc1: 44.5312 (38.7319)  acc5: 67.1875 (61.2264)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [82]  [ 900/1251]  eta: 0:02:48  lr: 2.878e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.2825 (4.1281)  acc1: 41.0156 (38.7282)  acc5: 65.2344 (61.2111)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [82]  [ 910/1251]  eta: 0:02:43  lr: 2.878e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.1641 (4.1271)  acc1: 40.2344 (38.7405)  acc5: 63.2812 (61.2574)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [82]  [ 920/1251]  eta: 0:02:38  lr: 2.878e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.9904 (4.1243)  acc1: 43.7500 (38.7775)  acc5: 67.9688 (61.2984)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [82]  [ 930/1251]  eta: 0:02:33  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.9291 (4.1249)  acc1: 44.1406 (38.7730)  acc5: 67.9688 (61.2983)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [82]  [ 940/1251]  eta: 0:02:29  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1479 (4.1242)  acc1: 41.0156 (38.7977)  acc5: 65.2344 (61.3306)  time: 0.4771  data: 0.0003  max mem: 42896
Epoch: [82]  [ 950/1251]  eta: 0:02:24  lr: 2.878e-02  img/s: 5.38e+02  pen: 3.9e-02  loss: 3.5914 (4.1212)  acc1: 41.4062 (38.8160)  acc5: 67.1875 (61.3433)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [82]  [ 960/1251]  eta: 0:02:19  lr: 2.878e-02  img/s: 5.08e+02  pen: 4.4e-02  loss: 3.3867 (4.1175)  acc1: 43.7500 (38.8698)  acc5: 69.5312 (61.4171)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [82]  [ 970/1251]  eta: 0:02:14  lr: 2.878e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.3036 (4.1137)  acc1: 46.8750 (38.9100)  acc5: 70.3125 (61.4605)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [82]  [ 980/1251]  eta: 0:02:09  lr: 2.878e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 3.6910 (4.1138)  acc1: 46.8750 (38.9184)  acc5: 69.1406 (61.4806)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [82]  [ 990/1251]  eta: 0:02:05  lr: 2.878e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.3355 (4.1156)  acc1: 36.3281 (38.8603)  acc5: 60.1562 (61.4251)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [82]  [1000/1251]  eta: 0:02:00  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.6553 (4.1201)  acc1: 32.4219 (38.7979)  acc5: 53.1250 (61.3527)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [82]  [1010/1251]  eta: 0:01:55  lr: 2.878e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.4972 (4.1185)  acc1: 37.8906 (38.8342)  acc5: 59.7656 (61.3865)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [82]  [1020/1251]  eta: 0:01:50  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1847 (4.1210)  acc1: 40.6250 (38.7905)  acc5: 61.7188 (61.3312)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [82]  [1030/1251]  eta: 0:01:45  lr: 2.878e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.6314 (4.1222)  acc1: 32.4219 (38.7632)  acc5: 56.2500 (61.2963)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [82]  [1040/1251]  eta: 0:01:41  lr: 2.878e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.4819 (4.1237)  acc1: 37.8906 (38.7405)  acc5: 58.5938 (61.2632)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [82]  [1050/1251]  eta: 0:01:36  lr: 2.878e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.3471 (4.1243)  acc1: 41.7969 (38.7447)  acc5: 61.7188 (61.2727)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [82]  [1060/1251]  eta: 0:01:31  lr: 2.878e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.3802 (4.1264)  acc1: 36.3281 (38.7091)  acc5: 61.7188 (61.2383)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [82]  [1070/1251]  eta: 0:01:26  lr: 2.878e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.5232 (4.1267)  acc1: 35.9375 (38.7124)  acc5: 60.9375 (61.2402)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [82]  [1080/1251]  eta: 0:01:21  lr: 2.878e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.7190 (4.1314)  acc1: 35.1562 (38.6285)  acc5: 56.2500 (61.1525)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [82]  [1090/1251]  eta: 0:01:17  lr: 2.878e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.6943 (4.1310)  acc1: 31.2500 (38.6307)  acc5: 56.2500 (61.1480)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [82]  [1100/1251]  eta: 0:01:12  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.7783 (4.1306)  acc1: 41.7969 (38.6421)  acc5: 66.0156 (61.1607)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [82]  [1110/1251]  eta: 0:01:07  lr: 2.878e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.7944 (4.1282)  acc1: 41.7969 (38.6652)  acc5: 66.0156 (61.1973)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [82]  [1120/1251]  eta: 0:01:02  lr: 2.878e-02  img/s: 5.08e+02  pen: 4.3e-02  loss: 3.4176 (4.1255)  acc1: 46.0938 (38.6966)  acc5: 68.7500 (61.2208)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [82]  [1130/1251]  eta: 0:00:57  lr: 2.878e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 3.4896 (4.1253)  acc1: 45.7031 (38.6981)  acc5: 70.3125 (61.2217)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [82]  [1140/1251]  eta: 0:00:53  lr: 2.878e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.5425 (4.1270)  acc1: 37.1094 (38.6732)  acc5: 59.7656 (61.2011)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [82]  [1150/1251]  eta: 0:00:48  lr: 2.878e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.4409 (4.1248)  acc1: 39.4531 (38.6990)  acc5: 62.5000 (61.2314)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [82]  [1160/1251]  eta: 0:00:43  lr: 2.878e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.4152 (4.1287)  acc1: 35.9375 (38.6635)  acc5: 62.1094 (61.1845)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [82]  [1170/1251]  eta: 0:00:38  lr: 2.878e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.0423 (4.1257)  acc1: 40.2344 (38.6805)  acc5: 65.2344 (61.1997)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [82]  [1180/1251]  eta: 0:00:33  lr: 2.878e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.8205 (4.1270)  acc1: 42.1875 (38.6636)  acc5: 66.0156 (61.1773)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [82]  [1190/1251]  eta: 0:00:29  lr: 2.878e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.0472 (4.1238)  acc1: 42.1875 (38.6978)  acc5: 66.0156 (61.2202)  time: 0.4853  data: 0.0003  max mem: 42896
Epoch: [82]  [1200/1251]  eta: 0:00:24  lr: 2.878e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.1556 (4.1258)  acc1: 41.7969 (38.6924)  acc5: 64.4531 (61.2052)  time: 0.4852  data: 0.0003  max mem: 42896
Epoch: [82]  [1210/1251]  eta: 0:00:19  lr: 2.878e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.1463 (4.1236)  acc1: 41.7969 (38.6999)  acc5: 64.4531 (61.2233)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [82]  [1220/1251]  eta: 0:00:14  lr: 2.878e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.3471 (4.1265)  acc1: 42.1875 (38.6703)  acc5: 64.4531 (61.1822)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [82]  [1230/1251]  eta: 0:00:10  lr: 2.878e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.4014 (4.1279)  acc1: 38.6719 (38.6624)  acc5: 62.5000 (61.1723)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [82]  [1240/1251]  eta: 0:00:05  lr: 2.878e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.3172 (4.1282)  acc1: 37.1094 (38.6668)  acc5: 62.1094 (61.1849)  time: 0.4743  data: 0.0005  max mem: 42896
Epoch: [82]  [1250/1251]  eta: 0:00:00  lr: 2.878e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.8374 (4.1266)  acc1: 41.4062 (38.6903)  acc5: 66.4062 (61.1995)  time: 0.4747  data: 0.0005  max mem: 42896
Epoch: [82] Total time: 0:09:59
Test:   [ 0/49]  eta: 0:02:45  loss: 2.3936 (2.3936)  acc1: 71.8750 (71.8750)  acc5: 92.5781 (92.5781)  time: 3.3736  data: 3.1264  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 56.046 Acc@5 80.356 Loss: 2.962
Test: EMA  [ 0/49]  eta: 0:02:12  loss: nan (nan)  acc1: 62.8906 (62.8906)  acc5: 83.5938 (83.5938)  time: 2.7116  data: 2.4590  max mem: 42896
Test: EMA Total time: 0:00:17
Test: EMA Acc@1 44.214 Acc@5 68.866 Loss: nan
Epoch: [83]  [   0/1251]  eta: 1:11:40  lr: 2.875e-02  img/s: 5.07e+02  pen: 3.9e-02  loss: 4.6300 (4.6300)  acc1: 42.1875 (42.1875)  acc5: 62.1094 (62.1094)  time: 3.4375  data: 2.9320  max mem: 42896
Epoch: [83]  [  10/1251]  eta: 0:16:12  lr: 2.875e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.9061 (3.9538)  acc1: 45.7031 (41.5838)  acc5: 69.5312 (64.6662)  time: 0.7835  data: 0.3079  max mem: 42896
Epoch: [83]  [  20/1251]  eta: 0:13:03  lr: 2.875e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 3.9061 (4.0551)  acc1: 41.4062 (39.4903)  acc5: 66.0156 (62.3698)  time: 0.4962  data: 0.0229  max mem: 42896
Epoch: [83]  [  30/1251]  eta: 0:11:52  lr: 2.875e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.9152 (4.0654)  acc1: 38.6719 (39.6043)  acc5: 63.2812 (62.5378)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [83]  [  40/1251]  eta: 0:11:15  lr: 2.875e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.9286 (4.0524)  acc1: 43.3594 (39.6818)  acc5: 64.8438 (62.3857)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [83]  [  50/1251]  eta: 0:10:50  lr: 2.875e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.3492 (4.0695)  acc1: 40.2344 (39.4991)  acc5: 63.6719 (62.4617)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [83]  [  60/1251]  eta: 0:10:31  lr: 2.875e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.4762 (4.1103)  acc1: 35.9375 (38.6206)  acc5: 58.5938 (61.2769)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [83]  [  70/1251]  eta: 0:10:17  lr: 2.875e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.3536 (4.1238)  acc1: 32.8125 (38.6554)  acc5: 58.2031 (61.2236)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [83]  [  80/1251]  eta: 0:10:05  lr: 2.875e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.3220 (4.1411)  acc1: 41.4062 (38.4066)  acc5: 58.9844 (60.9182)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [83]  [  90/1251]  eta: 0:09:54  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.4464 (4.1622)  acc1: 39.8438 (38.4401)  acc5: 58.5938 (60.9675)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [83]  [ 100/1251]  eta: 0:09:45  lr: 2.875e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.1197 (4.1397)  acc1: 39.8438 (38.4398)  acc5: 62.8906 (60.9646)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [83]  [ 110/1251]  eta: 0:09:36  lr: 2.875e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.6954 (4.1322)  acc1: 43.7500 (38.2707)  acc5: 64.4531 (60.7158)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [83]  [ 120/1251]  eta: 0:09:28  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.9428 (4.1330)  acc1: 37.8906 (38.3361)  acc5: 62.8906 (60.8955)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [83]  [ 130/1251]  eta: 0:09:21  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.7646 (4.0999)  acc1: 43.3594 (38.8448)  acc5: 67.1875 (61.5130)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [83]  [ 140/1251]  eta: 0:09:14  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 3.6145 (4.0931)  acc1: 43.3594 (38.6774)  acc5: 67.5781 (61.3198)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [83]  [ 150/1251]  eta: 0:09:07  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.6145 (4.0831)  acc1: 43.3594 (38.7728)  acc5: 67.1875 (61.4652)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [83]  [ 160/1251]  eta: 0:09:01  lr: 2.875e-02  img/s: 5.08e+02  pen: 4.6e-02  loss: 3.4214 (4.0717)  acc1: 44.5312 (38.8393)  acc5: 68.3594 (61.5004)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [83]  [ 170/1251]  eta: 0:08:55  lr: 2.875e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.8298 (4.0808)  acc1: 42.5781 (38.7518)  acc5: 63.6719 (61.3395)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [83]  [ 180/1251]  eta: 0:08:48  lr: 2.875e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.1121 (4.0908)  acc1: 39.8438 (38.6287)  acc5: 62.1094 (61.2828)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [83]  [ 190/1251]  eta: 0:08:42  lr: 2.875e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.8300 (4.0831)  acc1: 41.7969 (38.8028)  acc5: 64.8438 (61.4611)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [83]  [ 200/1251]  eta: 0:08:37  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.6569 (4.0773)  acc1: 44.1406 (39.0295)  acc5: 67.1875 (61.6566)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [83]  [ 210/1251]  eta: 0:08:31  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.9980 (4.0739)  acc1: 44.1406 (39.0958)  acc5: 66.4062 (61.7373)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [83]  [ 220/1251]  eta: 0:08:25  lr: 2.875e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.9980 (4.0672)  acc1: 41.7969 (39.1102)  acc5: 66.4062 (61.8089)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [83]  [ 230/1251]  eta: 0:08:20  lr: 2.875e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.1647 (4.0683)  acc1: 41.4062 (39.1183)  acc5: 66.4062 (61.8067)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [83]  [ 240/1251]  eta: 0:08:14  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.1825 (4.0639)  acc1: 41.4062 (39.1581)  acc5: 66.4062 (61.8014)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [83]  [ 250/1251]  eta: 0:08:08  lr: 2.875e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 4.4445 (4.0687)  acc1: 37.1094 (39.1388)  acc5: 62.8906 (61.7592)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [83]  [ 260/1251]  eta: 0:08:03  lr: 2.875e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 4.2109 (4.0648)  acc1: 41.4062 (39.1912)  acc5: 63.6719 (61.8759)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [83]  [ 270/1251]  eta: 0:07:58  lr: 2.875e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.7319 (4.0613)  acc1: 41.7969 (39.1836)  acc5: 66.4062 (61.8600)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [83]  [ 280/1251]  eta: 0:07:53  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3775 (4.0776)  acc1: 35.5469 (38.9638)  acc5: 57.0312 (61.5575)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [83]  [ 290/1251]  eta: 0:07:47  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.2147 (4.0720)  acc1: 38.6719 (38.9752)  acc5: 60.9375 (61.5885)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [83]  [ 300/1251]  eta: 0:07:42  lr: 2.875e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.6799 (4.0734)  acc1: 41.7969 (38.9107)  acc5: 65.2344 (61.5215)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [83]  [ 310/1251]  eta: 0:07:37  lr: 2.875e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 4.2385 (4.0835)  acc1: 39.0625 (38.8226)  acc5: 59.3750 (61.4399)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [83]  [ 320/1251]  eta: 0:07:32  lr: 2.875e-02  img/s: 5.09e+02  pen: 4.4e-02  loss: 3.7018 (4.0690)  acc1: 43.3594 (38.9810)  acc5: 67.5781 (61.6117)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [83]  [ 330/1251]  eta: 0:07:27  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7018 (4.0764)  acc1: 45.3125 (38.8819)  acc5: 67.5781 (61.4579)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [83]  [ 340/1251]  eta: 0:07:21  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.9825 (4.0734)  acc1: 40.6250 (38.9479)  acc5: 63.2812 (61.5355)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [83]  [ 350/1251]  eta: 0:07:16  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8056 (4.0713)  acc1: 43.7500 (38.9056)  acc5: 67.1875 (61.5084)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [83]  [ 360/1251]  eta: 0:07:11  lr: 2.875e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.5601 (4.0841)  acc1: 35.9375 (38.7336)  acc5: 56.2500 (61.3141)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [83]  [ 370/1251]  eta: 0:07:06  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.4524 (4.0834)  acc1: 36.7188 (38.7814)  acc5: 57.0312 (61.3313)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [83]  [ 380/1251]  eta: 0:07:01  lr: 2.875e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 3.6349 (4.0756)  acc1: 44.1406 (38.9067)  acc5: 68.3594 (61.4778)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [83]  [ 390/1251]  eta: 0:06:56  lr: 2.875e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.6307 (4.0685)  acc1: 46.4844 (39.0175)  acc5: 68.7500 (61.5789)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [83]  [ 400/1251]  eta: 0:06:51  lr: 2.875e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.7574 (4.0740)  acc1: 43.3594 (39.0031)  acc5: 67.9688 (61.5687)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [83]  [ 410/1251]  eta: 0:06:46  lr: 2.875e-02  img/s: 5.38e+02  pen: 4.7e-02  loss: 4.4502 (4.0811)  acc1: 36.3281 (38.9009)  acc5: 58.5938 (61.5011)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [83]  [ 420/1251]  eta: 0:06:41  lr: 2.875e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 4.1568 (4.0785)  acc1: 39.8438 (38.9372)  acc5: 61.7188 (61.5387)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [83]  [ 430/1251]  eta: 0:06:36  lr: 2.875e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.5980 (4.0777)  acc1: 44.5312 (38.9583)  acc5: 69.1406 (61.5511)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [83]  [ 440/1251]  eta: 0:06:31  lr: 2.875e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 3.6406 (4.0774)  acc1: 37.5000 (38.9411)  acc5: 58.9844 (61.5239)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [83]  [ 450/1251]  eta: 0:06:26  lr: 2.875e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 3.9223 (4.0791)  acc1: 41.7969 (38.9326)  acc5: 64.8438 (61.5161)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [83]  [ 460/1251]  eta: 0:06:21  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2072 (4.0794)  acc1: 40.6250 (38.9896)  acc5: 61.3281 (61.5739)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [83]  [ 470/1251]  eta: 0:06:16  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.2072 (4.0762)  acc1: 40.6250 (39.0666)  acc5: 60.9375 (61.6574)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [83]  [ 480/1251]  eta: 0:06:11  lr: 2.875e-02  img/s: 5.10e+02  pen: 4.5e-02  loss: 3.5255 (4.0711)  acc1: 46.4844 (39.1348)  acc5: 68.7500 (61.7114)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [83]  [ 490/1251]  eta: 0:06:06  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.9256 (4.0735)  acc1: 42.5781 (39.1190)  acc5: 66.4062 (61.7363)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [83]  [ 500/1251]  eta: 0:06:01  lr: 2.875e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.2447 (4.0752)  acc1: 38.6719 (39.1030)  acc5: 63.2812 (61.7304)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [83]  [ 510/1251]  eta: 0:05:57  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.6270 (4.0637)  acc1: 45.7031 (39.2460)  acc5: 67.9688 (61.8946)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [83]  [ 520/1251]  eta: 0:05:52  lr: 2.875e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.6270 (4.0627)  acc1: 45.7031 (39.2537)  acc5: 67.1875 (61.8934)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [83]  [ 530/1251]  eta: 0:05:47  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1555 (4.0613)  acc1: 41.0156 (39.2604)  acc5: 62.1094 (61.9181)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [83]  [ 540/1251]  eta: 0:05:42  lr: 2.875e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.1555 (4.0610)  acc1: 41.0156 (39.3066)  acc5: 64.4531 (61.9469)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [83]  [ 550/1251]  eta: 0:05:37  lr: 2.875e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.2657 (4.0601)  acc1: 41.4062 (39.3220)  acc5: 64.4531 (61.9754)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [83]  [ 560/1251]  eta: 0:05:32  lr: 2.875e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.1409 (4.0611)  acc1: 42.9688 (39.3424)  acc5: 66.4062 (61.9903)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [83]  [ 570/1251]  eta: 0:05:27  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.4890 (4.0576)  acc1: 44.5312 (39.3177)  acc5: 68.7500 (61.9958)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [83]  [ 580/1251]  eta: 0:05:22  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.3976 (4.0549)  acc1: 43.7500 (39.3650)  acc5: 68.7500 (62.0677)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [83]  [ 590/1251]  eta: 0:05:17  lr: 2.875e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.1185 (4.0608)  acc1: 41.0156 (39.3209)  acc5: 65.2344 (62.0175)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [83]  [ 600/1251]  eta: 0:05:12  lr: 2.875e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.4109 (4.0658)  acc1: 38.6719 (39.2536)  acc5: 62.1094 (61.9365)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [83]  [ 610/1251]  eta: 0:05:08  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.0751 (4.0634)  acc1: 42.9688 (39.3329)  acc5: 64.8438 (62.0001)  time: 0.4861  data: 0.0004  max mem: 42896
Epoch: [83]  [ 620/1251]  eta: 0:05:03  lr: 2.875e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.1083 (4.0669)  acc1: 42.1875 (39.2745)  acc5: 62.8906 (61.9295)  time: 0.4860  data: 0.0004  max mem: 42896
Epoch: [83]  [ 630/1251]  eta: 0:04:58  lr: 2.875e-02  img/s: 4.47e+02  pen: 5.1e-02  loss: 4.1589 (4.0670)  acc1: 35.5469 (39.2278)  acc5: 61.7188 (61.8896)  time: 0.4792  data: 0.0004  max mem: 42896
Epoch: [83]  [ 640/1251]  eta: 0:04:53  lr: 2.875e-02  img/s: 5.09e+02  pen: 5.1e-02  loss: 4.2342 (4.0705)  acc1: 39.8438 (39.1417)  acc5: 63.6719 (61.7852)  time: 0.4805  data: 0.0003  max mem: 42896
Epoch: [83]  [ 650/1251]  eta: 0:04:48  lr: 2.875e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.0851 (4.0647)  acc1: 41.0156 (39.1981)  acc5: 64.8438 (61.8322)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [83]  [ 660/1251]  eta: 0:04:44  lr: 2.875e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.2473 (4.0602)  acc1: 46.8750 (39.2368)  acc5: 69.9219 (61.9014)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [83]  [ 670/1251]  eta: 0:04:39  lr: 2.875e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.0992 (4.0646)  acc1: 42.9688 (39.2261)  acc5: 65.6250 (61.8247)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [83]  [ 680/1251]  eta: 0:04:34  lr: 2.875e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.9830 (4.0606)  acc1: 43.7500 (39.2661)  acc5: 65.6250 (61.8662)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [83]  [ 690/1251]  eta: 0:04:29  lr: 2.875e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.9919 (4.0643)  acc1: 41.4062 (39.2423)  acc5: 64.8438 (61.8544)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [83]  [ 700/1251]  eta: 0:04:24  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.9919 (4.0584)  acc1: 41.7969 (39.3305)  acc5: 66.0156 (61.9489)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [83]  [ 710/1251]  eta: 0:04:19  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.9912 (4.0602)  acc1: 42.5781 (39.3130)  acc5: 66.0156 (61.9396)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [83]  [ 720/1251]  eta: 0:04:15  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1995 (4.0623)  acc1: 39.8438 (39.2830)  acc5: 62.5000 (61.8835)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [83]  [ 730/1251]  eta: 0:04:10  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8007 (4.0587)  acc1: 44.5312 (39.3281)  acc5: 66.7969 (61.9330)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [83]  [ 740/1251]  eta: 0:04:05  lr: 2.875e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.0124 (4.0594)  acc1: 42.9688 (39.3034)  acc5: 66.0156 (61.9027)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [83]  [ 750/1251]  eta: 0:04:00  lr: 2.875e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.2659 (4.0610)  acc1: 41.0156 (39.2638)  acc5: 63.6719 (61.8566)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [83]  [ 760/1251]  eta: 0:03:55  lr: 2.875e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.1436 (4.0612)  acc1: 39.4531 (39.2545)  acc5: 62.1094 (61.8491)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [83]  [ 770/1251]  eta: 0:03:50  lr: 2.875e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.5415 (4.0650)  acc1: 33.9844 (39.1861)  acc5: 58.9844 (61.7866)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [83]  [ 780/1251]  eta: 0:03:46  lr: 2.875e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.0985 (4.0577)  acc1: 41.7969 (39.2831)  acc5: 66.0156 (61.8943)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [83]  [ 790/1251]  eta: 0:03:41  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.5822 (4.0579)  acc1: 46.0938 (39.3149)  acc5: 67.9688 (61.9133)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [83]  [ 800/1251]  eta: 0:03:36  lr: 2.875e-02  img/s: 5.00e+02  pen: 5.0e-02  loss: 3.9625 (4.0602)  acc1: 40.6250 (39.2542)  acc5: 63.6719 (61.8499)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [83]  [ 810/1251]  eta: 0:03:31  lr: 2.875e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.3995 (4.0631)  acc1: 37.1094 (39.2157)  acc5: 60.1562 (61.8117)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [83]  [ 820/1251]  eta: 0:03:26  lr: 2.875e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.4802 (4.0667)  acc1: 36.7188 (39.1662)  acc5: 58.9844 (61.7587)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [83]  [ 830/1251]  eta: 0:03:21  lr: 2.875e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.0994 (4.0665)  acc1: 40.6250 (39.1645)  acc5: 66.0156 (61.7596)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [83]  [ 840/1251]  eta: 0:03:17  lr: 2.875e-02  img/s: 5.41e+02  pen: 5.2e-02  loss: 4.0325 (4.0669)  acc1: 42.9688 (39.1271)  acc5: 67.5781 (61.7318)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [83]  [ 850/1251]  eta: 0:03:12  lr: 2.875e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.5536 (4.0641)  acc1: 43.7500 (39.1603)  acc5: 67.5781 (61.7798)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [83]  [ 860/1251]  eta: 0:03:07  lr: 2.875e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.2377 (4.0672)  acc1: 39.8438 (39.1410)  acc5: 65.2344 (61.7664)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [83]  [ 870/1251]  eta: 0:03:02  lr: 2.875e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.2009 (4.0647)  acc1: 41.4062 (39.1939)  acc5: 65.2344 (61.8138)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [83]  [ 880/1251]  eta: 0:02:57  lr: 2.875e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.9267 (4.0641)  acc1: 41.4062 (39.1977)  acc5: 67.9688 (61.8096)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [83]  [ 890/1251]  eta: 0:02:53  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1320 (4.0632)  acc1: 40.6250 (39.2041)  acc5: 66.7969 (61.8187)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [83]  [ 900/1251]  eta: 0:02:48  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9315 (4.0629)  acc1: 39.8438 (39.2108)  acc5: 68.3594 (61.8497)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [83]  [ 910/1251]  eta: 0:02:43  lr: 2.875e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.2121 (4.0644)  acc1: 39.8438 (39.2036)  acc5: 64.8438 (61.8384)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [83]  [ 920/1251]  eta: 0:02:38  lr: 2.875e-02  img/s: 5.38e+02  pen: 4.7e-02  loss: 3.7550 (4.0619)  acc1: 42.1875 (39.2220)  acc5: 64.8438 (61.8604)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [83]  [ 930/1251]  eta: 0:02:33  lr: 2.875e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 3.4690 (4.0593)  acc1: 43.3594 (39.2647)  acc5: 68.3594 (61.9088)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [83]  [ 940/1251]  eta: 0:02:29  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.3931 (4.0554)  acc1: 44.5312 (39.3219)  acc5: 69.5312 (61.9823)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [83]  [ 950/1251]  eta: 0:02:24  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.5669 (4.0549)  acc1: 44.1406 (39.3172)  acc5: 69.1406 (61.9820)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [83]  [ 960/1251]  eta: 0:02:19  lr: 2.875e-02  img/s: 4.92e+02  pen: 4.6e-02  loss: 4.4535 (4.0589)  acc1: 37.1094 (39.2588)  acc5: 57.4219 (61.9179)  time: 0.4770  data: 0.0003  max mem: 42896
Epoch: [83]  [ 970/1251]  eta: 0:02:14  lr: 2.875e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.1780 (4.0576)  acc1: 39.0625 (39.2970)  acc5: 62.1094 (61.9505)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [83]  [ 980/1251]  eta: 0:02:09  lr: 2.875e-02  img/s: 5.38e+02  pen: 4.8e-02  loss: 3.7601 (4.0568)  acc1: 46.8750 (39.2923)  acc5: 69.1406 (61.9601)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [83]  [ 990/1251]  eta: 0:02:04  lr: 2.875e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.3390 (4.0530)  acc1: 44.1406 (39.3313)  acc5: 70.3125 (62.0033)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [83]  [1000/1251]  eta: 0:02:00  lr: 2.875e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.3017 (4.0505)  acc1: 46.8750 (39.3661)  acc5: 71.0938 (62.0504)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [83]  [1010/1251]  eta: 0:01:55  lr: 2.875e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.0291 (4.0528)  acc1: 40.2344 (39.3399)  acc5: 66.4062 (62.0224)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [83]  [1020/1251]  eta: 0:01:50  lr: 2.875e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.2999 (4.0545)  acc1: 35.5469 (39.3372)  acc5: 58.9844 (62.0126)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [83]  [1030/1251]  eta: 0:01:45  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.5027 (4.0565)  acc1: 35.5469 (39.3065)  acc5: 56.6406 (61.9832)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [83]  [1040/1251]  eta: 0:01:41  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.7140 (4.0623)  acc1: 32.0312 (39.2261)  acc5: 49.2188 (61.8730)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [83]  [1050/1251]  eta: 0:01:36  lr: 2.875e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.7140 (4.0627)  acc1: 32.0312 (39.2138)  acc5: 49.2188 (61.8596)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [83]  [1060/1251]  eta: 0:01:31  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.7930 (4.0614)  acc1: 41.7969 (39.2341)  acc5: 64.4531 (61.8914)  time: 0.4772  data: 0.0004  max mem: 42896
Epoch: [83]  [1070/1251]  eta: 0:01:26  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.2076 (4.0643)  acc1: 39.8438 (39.2069)  acc5: 63.2812 (61.8490)  time: 0.4773  data: 0.0004  max mem: 42896
Epoch: [83]  [1080/1251]  eta: 0:01:21  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.6073 (4.0678)  acc1: 35.9375 (39.1742)  acc5: 56.6406 (61.8037)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [83]  [1090/1251]  eta: 0:01:17  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4677 (4.0682)  acc1: 35.9375 (39.1767)  acc5: 56.6406 (61.8007)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [83]  [1100/1251]  eta: 0:01:12  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.8634 (4.0674)  acc1: 42.9688 (39.1789)  acc5: 67.9688 (61.8106)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [83]  [1110/1251]  eta: 0:01:07  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1186 (4.0675)  acc1: 42.1875 (39.1873)  acc5: 65.6250 (61.8175)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [83]  [1120/1251]  eta: 0:01:02  lr: 2.875e-02  img/s: 5.10e+02  pen: 3.9e-02  loss: 4.1186 (4.0685)  acc1: 41.4062 (39.1824)  acc5: 62.8906 (61.8167)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [83]  [1130/1251]  eta: 0:00:57  lr: 2.875e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.4894 (4.0720)  acc1: 36.7188 (39.1316)  acc5: 58.2031 (61.7782)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [83]  [1140/1251]  eta: 0:00:53  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0328 (4.0679)  acc1: 41.0156 (39.1868)  acc5: 66.7969 (61.8516)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [83]  [1150/1251]  eta: 0:00:48  lr: 2.875e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 3.6594 (4.0679)  acc1: 46.8750 (39.1898)  acc5: 69.9219 (61.8460)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [83]  [1160/1251]  eta: 0:00:43  lr: 2.875e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.7624 (4.0681)  acc1: 42.1875 (39.1991)  acc5: 67.5781 (61.8607)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [83]  [1170/1251]  eta: 0:00:38  lr: 2.875e-02  img/s: 5.39e+02  pen: 5.1e-02  loss: 4.1974 (4.0720)  acc1: 41.7969 (39.1412)  acc5: 63.6719 (61.7915)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [83]  [1180/1251]  eta: 0:00:33  lr: 2.875e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.2833 (4.0731)  acc1: 28.9062 (39.1363)  acc5: 51.1719 (61.7707)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [83]  [1190/1251]  eta: 0:00:29  lr: 2.875e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.8315 (4.0706)  acc1: 43.7500 (39.1671)  acc5: 67.5781 (61.8181)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [83]  [1200/1251]  eta: 0:00:24  lr: 2.875e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.0147 (4.0715)  acc1: 42.9688 (39.1601)  acc5: 66.7969 (61.8150)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [83]  [1210/1251]  eta: 0:00:19  lr: 2.875e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.0147 (4.0705)  acc1: 42.5781 (39.1702)  acc5: 65.2344 (61.8233)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [83]  [1220/1251]  eta: 0:00:14  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.8384 (4.0721)  acc1: 36.3281 (39.1396)  acc5: 58.9844 (61.7930)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [83]  [1230/1251]  eta: 0:00:10  lr: 2.875e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.6665 (4.0746)  acc1: 36.3281 (39.1228)  acc5: 54.6875 (61.7641)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [83]  [1240/1251]  eta: 0:00:05  lr: 2.875e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.2881 (4.0750)  acc1: 39.4531 (39.1453)  acc5: 63.6719 (61.7833)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [83]  [1250/1251]  eta: 0:00:00  lr: 2.875e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.3145 (4.0774)  acc1: 39.4531 (39.1103)  acc5: 62.5000 (61.7528)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [83] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:28  loss: 2.3326 (2.3326)  acc1: 78.5156 (78.5156)  acc5: 93.3594 (93.3594)  time: 3.0261  data: 2.7777  max mem: 42896
Test:  Total time: 0:00:14
Test:  Acc@1 57.428 Acc@5 81.336 Loss: 2.971
Test: EMA  [ 0/49]  eta: 0:02:12  loss: nan (nan)  acc1: 63.6719 (63.6719)  acc5: 84.3750 (84.3750)  time: 2.7038  data: 2.4562  max mem: 42896
Test: EMA Total time: 0:00:14
Test: EMA Acc@1 45.420 Acc@5 70.218 Loss: nan
Epoch: [84]  [   0/1251]  eta: 1:10:42  lr: 2.871e-02  img/s: 5.04e+02  pen: 4.0e-02  loss: 5.5381 (5.5381)  acc1: 17.5781 (17.5781)  acc5: 32.0312 (32.0312)  time: 3.3911  data: 2.8837  max mem: 42896
Epoch: [84]  [  10/1251]  eta: 0:15:16  lr: 2.871e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.7630 (4.4851)  acc1: 29.2969 (32.7060)  acc5: 53.5156 (54.2614)  time: 0.7381  data: 0.2624  max mem: 42896
Epoch: [84]  [  20/1251]  eta: 0:12:33  lr: 2.871e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.6702 (4.4104)  acc1: 29.2969 (33.4635)  acc5: 53.5156 (55.0781)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [84]  [  30/1251]  eta: 0:11:32  lr: 2.871e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 3.8661 (4.1949)  acc1: 41.0156 (36.4919)  acc5: 67.5781 (58.8206)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [84]  [  40/1251]  eta: 0:11:00  lr: 2.871e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 3.6089 (4.2115)  acc1: 41.0156 (35.9947)  acc5: 63.6719 (58.3079)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [84]  [  50/1251]  eta: 0:10:38  lr: 2.871e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.4752 (4.0880)  acc1: 46.0938 (38.1357)  acc5: 67.1875 (60.3401)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [84]  [  60/1251]  eta: 0:10:21  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.2930 (4.0647)  acc1: 46.8750 (38.8256)  acc5: 69.1406 (61.0143)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [84]  [  70/1251]  eta: 0:10:08  lr: 2.871e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.1149 (4.0406)  acc1: 42.1875 (39.1450)  acc5: 65.6250 (61.5812)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [84]  [  80/1251]  eta: 0:09:57  lr: 2.871e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 3.5343 (4.0278)  acc1: 45.3125 (39.4387)  acc5: 68.7500 (61.8152)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [84]  [  90/1251]  eta: 0:09:47  lr: 2.871e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.5343 (3.9984)  acc1: 46.4844 (39.9639)  acc5: 68.7500 (62.5172)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [84]  [ 100/1251]  eta: 0:09:39  lr: 2.871e-02  img/s: 5.43e+02  pen: 4.6e-02  loss: 4.1351 (4.0284)  acc1: 42.5781 (39.5575)  acc5: 65.6250 (62.0436)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [84]  [ 110/1251]  eta: 0:09:31  lr: 2.871e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.1988 (4.0296)  acc1: 34.7656 (39.5517)  acc5: 60.9375 (62.1164)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [84]  [ 120/1251]  eta: 0:09:23  lr: 2.871e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.1988 (4.0316)  acc1: 40.2344 (39.5597)  acc5: 64.4531 (62.1772)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [84]  [ 130/1251]  eta: 0:09:16  lr: 2.871e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.0576 (4.0218)  acc1: 40.2344 (39.5545)  acc5: 64.4531 (62.3777)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [84]  [ 140/1251]  eta: 0:09:10  lr: 2.871e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 3.5386 (4.0093)  acc1: 41.7969 (39.7246)  acc5: 69.1406 (62.6053)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [84]  [ 150/1251]  eta: 0:09:03  lr: 2.871e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.7868 (4.0320)  acc1: 37.1094 (39.4609)  acc5: 61.7188 (62.2465)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [84]  [ 160/1251]  eta: 0:08:57  lr: 2.871e-02  img/s: 5.06e+02  pen: 4.7e-02  loss: 3.8395 (4.0272)  acc1: 39.0625 (39.4022)  acc5: 60.9375 (62.2307)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [84]  [ 170/1251]  eta: 0:08:51  lr: 2.871e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.5447 (4.0144)  acc1: 44.9219 (39.5217)  acc5: 68.3594 (62.3949)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [84]  [ 180/1251]  eta: 0:08:45  lr: 2.871e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 4.4727 (4.0474)  acc1: 36.3281 (39.1941)  acc5: 62.1094 (62.0058)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [84]  [ 190/1251]  eta: 0:08:39  lr: 2.871e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.6296 (4.0567)  acc1: 34.3750 (39.0155)  acc5: 55.4688 (61.7965)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [84]  [ 200/1251]  eta: 0:08:33  lr: 2.871e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.3951 (4.0693)  acc1: 36.7188 (38.9148)  acc5: 59.7656 (61.6779)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [84]  [ 210/1251]  eta: 0:08:28  lr: 2.871e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.4628 (4.0815)  acc1: 35.1562 (38.7626)  acc5: 58.9844 (61.5466)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [84]  [ 220/1251]  eta: 0:08:22  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.4628 (4.0891)  acc1: 39.8438 (38.6418)  acc5: 62.5000 (61.4271)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [84]  [ 230/1251]  eta: 0:08:17  lr: 2.871e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.7267 (4.0714)  acc1: 44.5312 (38.9035)  acc5: 67.1875 (61.7576)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [84]  [ 240/1251]  eta: 0:08:12  lr: 2.871e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.5000 (4.0634)  acc1: 45.7031 (39.0058)  acc5: 69.9219 (61.8484)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [84]  [ 250/1251]  eta: 0:08:06  lr: 2.871e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.5002 (4.0818)  acc1: 37.1094 (38.7886)  acc5: 55.0781 (61.5958)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [84]  [ 260/1251]  eta: 0:08:01  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5002 (4.0735)  acc1: 37.1094 (38.8605)  acc5: 55.0781 (61.6080)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [84]  [ 270/1251]  eta: 0:07:56  lr: 2.871e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 3.3494 (4.0554)  acc1: 46.0938 (39.1548)  acc5: 70.7031 (61.8932)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [84]  [ 280/1251]  eta: 0:07:51  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.0889 (4.0668)  acc1: 43.3594 (39.0639)  acc5: 65.2344 (61.8008)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [84]  [ 290/1251]  eta: 0:07:45  lr: 2.871e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.3329 (4.0694)  acc1: 39.4531 (39.0665)  acc5: 62.1094 (61.7886)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [84]  [ 300/1251]  eta: 0:07:40  lr: 2.871e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.2880 (4.0736)  acc1: 40.2344 (39.0781)  acc5: 63.6719 (61.7681)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [84]  [ 310/1251]  eta: 0:07:35  lr: 2.871e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 3.9888 (4.0658)  acc1: 44.1406 (39.1479)  acc5: 66.0156 (61.8883)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [84]  [ 320/1251]  eta: 0:07:30  lr: 2.871e-02  img/s: 5.10e+02  pen: 4.8e-02  loss: 3.6890 (4.0675)  acc1: 41.0156 (39.1270)  acc5: 68.7500 (61.8526)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [84]  [ 330/1251]  eta: 0:07:25  lr: 2.871e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.6091 (4.0605)  acc1: 42.1875 (39.2324)  acc5: 68.7500 (61.9194)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [84]  [ 340/1251]  eta: 0:07:20  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.6918 (4.0568)  acc1: 43.3594 (39.3248)  acc5: 67.5781 (62.0258)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [84]  [ 350/1251]  eta: 0:07:15  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.0228 (4.0588)  acc1: 39.8438 (39.3329)  acc5: 65.2344 (62.0704)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [84]  [ 360/1251]  eta: 0:07:10  lr: 2.871e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.0553 (4.0588)  acc1: 40.2344 (39.3373)  acc5: 66.7969 (62.0650)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [84]  [ 370/1251]  eta: 0:07:05  lr: 2.871e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.0553 (4.0646)  acc1: 40.2344 (39.2289)  acc5: 66.7969 (61.9399)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [84]  [ 380/1251]  eta: 0:07:00  lr: 2.871e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 3.8862 (4.0603)  acc1: 39.4531 (39.2973)  acc5: 55.0781 (61.9587)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [84]  [ 390/1251]  eta: 0:06:55  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.3224 (4.0528)  acc1: 45.7031 (39.4042)  acc5: 69.1406 (62.0774)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [84]  [ 400/1251]  eta: 0:06:50  lr: 2.871e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.2703 (4.0459)  acc1: 45.7031 (39.4590)  acc5: 67.9688 (62.1328)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [84]  [ 410/1251]  eta: 0:06:45  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.3984 (4.0423)  acc1: 45.7031 (39.4531)  acc5: 67.9688 (62.1483)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [84]  [ 420/1251]  eta: 0:06:40  lr: 2.871e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.5518 (4.0338)  acc1: 44.9219 (39.6034)  acc5: 68.7500 (62.2903)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [84]  [ 430/1251]  eta: 0:06:35  lr: 2.871e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 3.3807 (4.0277)  acc1: 44.1406 (39.6616)  acc5: 68.7500 (62.3369)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [84]  [ 440/1251]  eta: 0:06:30  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.3769 (4.0277)  acc1: 44.1406 (39.6569)  acc5: 66.7969 (62.3007)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [84]  [ 450/1251]  eta: 0:06:25  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.5866 (4.0387)  acc1: 33.9844 (39.4808)  acc5: 55.8594 (62.0895)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [84]  [ 460/1251]  eta: 0:06:20  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.1547 (4.0356)  acc1: 42.1875 (39.5074)  acc5: 60.1562 (62.1153)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [84]  [ 470/1251]  eta: 0:06:15  lr: 2.871e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.8864 (4.0371)  acc1: 43.3594 (39.5170)  acc5: 66.4062 (62.1301)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [84]  [ 480/1251]  eta: 0:06:10  lr: 2.871e-02  img/s: 5.09e+02  pen: 5.0e-02  loss: 4.4933 (4.0490)  acc1: 36.7188 (39.3646)  acc5: 60.5469 (61.9413)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [84]  [ 490/1251]  eta: 0:06:06  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.7797 (4.0612)  acc1: 28.1250 (39.1476)  acc5: 46.8750 (61.7005)  time: 0.4771  data: 0.0003  max mem: 42896
Epoch: [84]  [ 500/1251]  eta: 0:06:01  lr: 2.871e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.6813 (4.0639)  acc1: 30.8594 (39.0804)  acc5: 54.2969 (61.6572)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [84]  [ 510/1251]  eta: 0:05:56  lr: 2.871e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 4.2456 (4.0666)  acc1: 40.2344 (39.1091)  acc5: 64.8438 (61.6714)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [84]  [ 520/1251]  eta: 0:05:51  lr: 2.871e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.8211 (4.0584)  acc1: 44.5312 (39.2379)  acc5: 69.1406 (61.8065)  time: 0.4757  data: 0.0005  max mem: 42896
Epoch: [84]  [ 530/1251]  eta: 0:05:46  lr: 2.871e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.8211 (4.0624)  acc1: 43.7500 (39.1743)  acc5: 66.4062 (61.7327)  time: 0.4756  data: 0.0005  max mem: 42896
Epoch: [84]  [ 540/1251]  eta: 0:05:41  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3663 (4.0601)  acc1: 41.0156 (39.2250)  acc5: 59.7656 (61.7635)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [84]  [ 550/1251]  eta: 0:05:36  lr: 2.871e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.8335 (4.0607)  acc1: 44.5312 (39.1766)  acc5: 66.4062 (61.7081)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [84]  [ 560/1251]  eta: 0:05:31  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.9134 (4.0606)  acc1: 39.0625 (39.2004)  acc5: 58.5938 (61.6749)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [84]  [ 570/1251]  eta: 0:05:26  lr: 2.871e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.5168 (4.0657)  acc1: 37.1094 (39.1165)  acc5: 56.6406 (61.5888)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [84]  [ 580/1251]  eta: 0:05:22  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.4276 (4.0629)  acc1: 35.9375 (39.1553)  acc5: 61.7188 (61.6777)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [84]  [ 590/1251]  eta: 0:05:17  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.5455 (4.0569)  acc1: 44.5312 (39.2436)  acc5: 67.5781 (61.7749)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [84]  [ 600/1251]  eta: 0:05:12  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.5455 (4.0552)  acc1: 46.4844 (39.2432)  acc5: 69.9219 (61.7857)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [84]  [ 610/1251]  eta: 0:05:07  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.4991 (4.0517)  acc1: 43.3594 (39.2652)  acc5: 67.5781 (61.8121)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [84]  [ 620/1251]  eta: 0:05:02  lr: 2.871e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.2847 (4.0572)  acc1: 38.6719 (39.1883)  acc5: 62.8906 (61.7464)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [84]  [ 630/1251]  eta: 0:04:57  lr: 2.871e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4707 (4.0577)  acc1: 35.9375 (39.2036)  acc5: 61.7188 (61.7652)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [84]  [ 640/1251]  eta: 0:04:53  lr: 2.871e-02  img/s: 5.09e+02  pen: 3.9e-02  loss: 4.0586 (4.0598)  acc1: 38.6719 (39.1886)  acc5: 66.7969 (61.7766)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [84]  [ 650/1251]  eta: 0:04:48  lr: 2.871e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.8131 (4.0532)  acc1: 44.1406 (39.2611)  acc5: 67.5781 (61.8490)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [84]  [ 660/1251]  eta: 0:04:43  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 3.8186 (4.0552)  acc1: 44.5312 (39.2942)  acc5: 67.5781 (61.8718)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [84]  [ 670/1251]  eta: 0:04:38  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1428 (4.0622)  acc1: 39.4531 (39.2214)  acc5: 64.8438 (61.7956)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [84]  [ 680/1251]  eta: 0:04:33  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.6183 (4.0654)  acc1: 35.1562 (39.1675)  acc5: 59.3750 (61.7423)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [84]  [ 690/1251]  eta: 0:04:28  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1915 (4.0648)  acc1: 40.6250 (39.1603)  acc5: 66.0156 (61.7651)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [84]  [ 700/1251]  eta: 0:04:24  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.1757 (4.0682)  acc1: 41.4062 (39.1138)  acc5: 65.6250 (61.7299)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [84]  [ 710/1251]  eta: 0:04:19  lr: 2.871e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.1735 (4.0655)  acc1: 41.7969 (39.1152)  acc5: 64.0625 (61.7501)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [84]  [ 720/1251]  eta: 0:04:14  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.3466 (4.0718)  acc1: 39.8438 (39.0582)  acc5: 63.6719 (61.6749)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [84]  [ 730/1251]  eta: 0:04:09  lr: 2.871e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.3466 (4.0708)  acc1: 38.2812 (39.0748)  acc5: 61.7188 (61.7011)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [84]  [ 740/1251]  eta: 0:04:04  lr: 2.871e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 3.6500 (4.0678)  acc1: 46.0938 (39.1179)  acc5: 70.3125 (61.7361)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [84]  [ 750/1251]  eta: 0:03:59  lr: 2.871e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.1435 (4.0724)  acc1: 42.9688 (39.0911)  acc5: 62.1094 (61.6855)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [84]  [ 760/1251]  eta: 0:03:55  lr: 2.871e-02  img/s: 5.38e+02  pen: 3.8e-02  loss: 3.8916 (4.0679)  acc1: 42.9688 (39.1605)  acc5: 63.6719 (61.7449)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [84]  [ 770/1251]  eta: 0:03:50  lr: 2.871e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 3.8384 (4.0698)  acc1: 44.9219 (39.1375)  acc5: 65.6250 (61.7051)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [84]  [ 780/1251]  eta: 0:03:45  lr: 2.871e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.0022 (4.0674)  acc1: 41.0156 (39.1645)  acc5: 63.2812 (61.7473)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [84]  [ 790/1251]  eta: 0:03:40  lr: 2.871e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.9837 (4.0680)  acc1: 43.3594 (39.1618)  acc5: 66.0156 (61.7528)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [84]  [ 800/1251]  eta: 0:03:35  lr: 2.871e-02  img/s: 5.10e+02  pen: 4.3e-02  loss: 3.9013 (4.0666)  acc1: 42.9688 (39.2029)  acc5: 66.7969 (61.7807)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [84]  [ 810/1251]  eta: 0:03:31  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.7871 (4.0669)  acc1: 42.1875 (39.2046)  acc5: 66.4062 (61.7953)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [84]  [ 820/1251]  eta: 0:03:26  lr: 2.871e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.5678 (4.0715)  acc1: 36.7188 (39.1548)  acc5: 62.1094 (61.7287)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [84]  [ 830/1251]  eta: 0:03:21  lr: 2.871e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.4734 (4.0767)  acc1: 36.7188 (39.1034)  acc5: 61.3281 (61.6938)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [84]  [ 840/1251]  eta: 0:03:16  lr: 2.871e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.1946 (4.0710)  acc1: 39.4531 (39.1689)  acc5: 64.0625 (61.7801)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [84]  [ 850/1251]  eta: 0:03:11  lr: 2.871e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.8021 (4.0730)  acc1: 43.7500 (39.1460)  acc5: 67.9688 (61.7486)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [84]  [ 860/1251]  eta: 0:03:07  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1846 (4.0727)  acc1: 41.4062 (39.1487)  acc5: 63.2812 (61.7482)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [84]  [ 870/1251]  eta: 0:03:02  lr: 2.871e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.8304 (4.0705)  acc1: 44.5312 (39.2020)  acc5: 65.2344 (61.7883)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [84]  [ 880/1251]  eta: 0:02:57  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.3606 (4.0648)  acc1: 46.4844 (39.2869)  acc5: 69.9219 (61.8815)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [84]  [ 890/1251]  eta: 0:02:52  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0009 (4.0686)  acc1: 43.3594 (39.2501)  acc5: 66.0156 (61.8573)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [84]  [ 900/1251]  eta: 0:02:47  lr: 2.871e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.2990 (4.0690)  acc1: 36.7188 (39.2524)  acc5: 62.5000 (61.8683)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [84]  [ 910/1251]  eta: 0:02:43  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.5452 (4.0749)  acc1: 35.9375 (39.1680)  acc5: 57.8125 (61.7548)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [84]  [ 920/1251]  eta: 0:02:38  lr: 2.871e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 4.3940 (4.0726)  acc1: 41.4062 (39.2088)  acc5: 61.3281 (61.7925)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [84]  [ 930/1251]  eta: 0:02:33  lr: 2.871e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.0558 (4.0732)  acc1: 43.3594 (39.2337)  acc5: 65.2344 (61.8123)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [84]  [ 940/1251]  eta: 0:02:28  lr: 2.871e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.0767 (4.0750)  acc1: 41.7969 (39.2061)  acc5: 64.8438 (61.7785)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [84]  [ 950/1251]  eta: 0:02:23  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.1740 (4.0771)  acc1: 38.2812 (39.1833)  acc5: 63.6719 (61.7557)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [84]  [ 960/1251]  eta: 0:02:19  lr: 2.871e-02  img/s: 5.10e+02  pen: 4.6e-02  loss: 4.0954 (4.0749)  acc1: 42.1875 (39.2109)  acc5: 65.2344 (61.7992)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [84]  [ 970/1251]  eta: 0:02:14  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.7048 (4.0729)  acc1: 42.9688 (39.2319)  acc5: 66.7969 (61.8398)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [84]  [ 980/1251]  eta: 0:02:09  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.7048 (4.0725)  acc1: 42.9688 (39.2337)  acc5: 66.7969 (61.8287)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [84]  [ 990/1251]  eta: 0:02:04  lr: 2.871e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4520 (4.0734)  acc1: 36.7188 (39.2072)  acc5: 56.2500 (61.7999)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [84]  [1000/1251]  eta: 0:01:59  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.4520 (4.0762)  acc1: 36.7188 (39.1862)  acc5: 58.2031 (61.7777)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [84]  [1010/1251]  eta: 0:01:55  lr: 2.871e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.3751 (4.0811)  acc1: 36.7188 (39.1286)  acc5: 59.7656 (61.7180)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [84]  [1020/1251]  eta: 0:01:50  lr: 2.871e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.3122 (4.0810)  acc1: 39.0625 (39.1394)  acc5: 62.1094 (61.7264)  time: 0.4789  data: 0.0003  max mem: 42896
Epoch: [84]  [1030/1251]  eta: 0:01:45  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8794 (4.0795)  acc1: 42.9688 (39.1504)  acc5: 66.0156 (61.7449)  time: 0.4804  data: 0.0003  max mem: 42896
Epoch: [84]  [1040/1251]  eta: 0:01:40  lr: 2.871e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.9689 (4.0802)  acc1: 37.1094 (39.1492)  acc5: 62.5000 (61.7521)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [84]  [1050/1251]  eta: 0:01:36  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.9689 (4.0793)  acc1: 41.0156 (39.1621)  acc5: 64.4531 (61.7723)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [84]  [1060/1251]  eta: 0:01:31  lr: 2.871e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.7241 (4.0781)  acc1: 43.7500 (39.1656)  acc5: 69.9219 (61.7898)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [84]  [1070/1251]  eta: 0:01:26  lr: 2.871e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.2347 (4.0810)  acc1: 37.1094 (39.1256)  acc5: 62.5000 (61.7632)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [84]  [1080/1251]  eta: 0:01:21  lr: 2.871e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.2347 (4.0782)  acc1: 37.1094 (39.1481)  acc5: 62.5000 (61.7964)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [84]  [1090/1251]  eta: 0:01:16  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8451 (4.0787)  acc1: 41.0156 (39.1180)  acc5: 65.6250 (61.7571)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [84]  [1100/1251]  eta: 0:01:12  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.8451 (4.0773)  acc1: 42.5781 (39.1299)  acc5: 65.6250 (61.7709)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [84]  [1110/1251]  eta: 0:01:07  lr: 2.871e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.6212 (4.0776)  acc1: 42.1875 (39.1195)  acc5: 65.6250 (61.7701)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [84]  [1120/1251]  eta: 0:01:02  lr: 2.871e-02  img/s: 5.08e+02  pen: 4.5e-02  loss: 4.0802 (4.0777)  acc1: 41.4062 (39.1378)  acc5: 64.8438 (61.7832)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [84]  [1130/1251]  eta: 0:00:57  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0802 (4.0782)  acc1: 40.6250 (39.1191)  acc5: 62.5000 (61.7602)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [84]  [1140/1251]  eta: 0:00:53  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.6512 (4.0801)  acc1: 35.5469 (39.0813)  acc5: 60.9375 (61.7311)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [84]  [1150/1251]  eta: 0:00:48  lr: 2.871e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.6364 (4.0763)  acc1: 44.1406 (39.1161)  acc5: 69.1406 (61.7768)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [84]  [1160/1251]  eta: 0:00:43  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.3721 (4.0739)  acc1: 44.9219 (39.1369)  acc5: 69.5312 (61.8089)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [84]  [1170/1251]  eta: 0:00:38  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.8571 (4.0751)  acc1: 42.5781 (39.0939)  acc5: 67.1875 (61.7581)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [84]  [1180/1251]  eta: 0:00:33  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.4984 (4.0762)  acc1: 42.5781 (39.0982)  acc5: 62.1094 (61.7545)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [84]  [1190/1251]  eta: 0:00:29  lr: 2.871e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.5168 (4.0702)  acc1: 44.1406 (39.1576)  acc5: 67.9688 (61.8263)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [84]  [1200/1251]  eta: 0:00:24  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.5168 (4.0702)  acc1: 44.1406 (39.1630)  acc5: 69.5312 (61.8342)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [84]  [1210/1251]  eta: 0:00:19  lr: 2.871e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.3014 (4.0717)  acc1: 41.0156 (39.1315)  acc5: 64.0625 (61.8116)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [84]  [1220/1251]  eta: 0:00:14  lr: 2.871e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.4749 (4.0727)  acc1: 35.5469 (39.1194)  acc5: 58.5938 (61.7946)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [84]  [1230/1251]  eta: 0:00:10  lr: 2.871e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4133 (4.0728)  acc1: 37.1094 (39.1123)  acc5: 61.3281 (61.8003)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [84]  [1240/1251]  eta: 0:00:05  lr: 2.871e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.5565 (4.0694)  acc1: 41.4062 (39.1591)  acc5: 67.9688 (61.8522)  time: 0.4742  data: 0.0005  max mem: 42896
Epoch: [84]  [1250/1251]  eta: 0:00:00  lr: 2.871e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 3.8693 (4.0705)  acc1: 40.2344 (39.1502)  acc5: 66.4062 (61.8412)  time: 0.4751  data: 0.0005  max mem: 42896
Epoch: [84] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:55  loss: 2.1255 (2.1255)  acc1: 80.0781 (80.0781)  acc5: 94.9219 (94.9219)  time: 3.5759  data: 3.3209  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 57.148 Acc@5 81.252 Loss: 2.914
Test: EMA  [ 0/49]  eta: 0:02:13  loss: nan (nan)  acc1: 64.0625 (64.0625)  acc5: 84.7656 (84.7656)  time: 2.7188  data: 2.4596  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 46.560 Acc@5 71.416 Loss: nan
Epoch: [85]  [   0/1251]  eta: 1:21:51  lr: 2.868e-02  img/s: 4.78e+02  pen: 4.5e-02  loss: 3.4979 (3.4979)  acc1: 49.2188 (49.2188)  acc5: 68.3594 (68.3594)  time: 3.9257  data: 3.3901  max mem: 42896
Epoch: [85]  [  10/1251]  eta: 0:16:17  lr: 2.868e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.3579 (4.0669)  acc1: 39.4531 (37.9261)  acc5: 64.0625 (61.1506)  time: 0.7873  data: 0.3085  max mem: 42896
Epoch: [85]  [  20/1251]  eta: 0:13:05  lr: 2.868e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.3579 (4.0707)  acc1: 36.3281 (37.3698)  acc5: 64.0625 (60.1749)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [85]  [  30/1251]  eta: 0:11:54  lr: 2.868e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.5435 (4.2233)  acc1: 36.3281 (36.0887)  acc5: 57.8125 (58.2787)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [85]  [  40/1251]  eta: 0:11:16  lr: 2.868e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.4607 (4.2084)  acc1: 38.6719 (36.5282)  acc5: 59.3750 (58.6033)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [85]  [  50/1251]  eta: 0:10:51  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.8621 (4.1058)  acc1: 44.1406 (37.9979)  acc5: 68.7500 (59.9341)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [85]  [  60/1251]  eta: 0:10:32  lr: 2.868e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.6309 (4.1176)  acc1: 44.1406 (37.8394)  acc5: 67.5781 (59.7656)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [85]  [  70/1251]  eta: 0:10:18  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.3469 (4.1088)  acc1: 36.7188 (37.7476)  acc5: 56.2500 (59.6666)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [85]  [  80/1251]  eta: 0:10:05  lr: 2.868e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.3301 (4.1390)  acc1: 37.1094 (37.5193)  acc5: 60.5469 (59.5534)  time: 0.4753  data: 0.0005  max mem: 42896
Epoch: [85]  [  90/1251]  eta: 0:09:55  lr: 2.868e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.5428 (4.1787)  acc1: 35.5469 (37.1351)  acc5: 58.2031 (59.1647)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [85]  [ 100/1251]  eta: 0:09:45  lr: 2.868e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.6001 (4.1639)  acc1: 32.8125 (37.1248)  acc5: 55.4688 (59.1700)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [85]  [ 110/1251]  eta: 0:09:37  lr: 2.868e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.0097 (4.1469)  acc1: 41.0156 (37.2924)  acc5: 65.6250 (59.4771)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [85]  [ 120/1251]  eta: 0:09:28  lr: 2.868e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.3705 (4.1574)  acc1: 36.7188 (37.2643)  acc5: 60.1562 (59.5138)  time: 0.4733  data: 0.0004  max mem: 42896
Epoch: [85]  [ 130/1251]  eta: 0:09:21  lr: 2.868e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.4820 (4.1505)  acc1: 34.7656 (37.3479)  acc5: 59.3750 (59.7179)  time: 0.4759  data: 0.0012  max mem: 42896
Epoch: [85]  [ 140/1251]  eta: 0:09:14  lr: 2.868e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.7703 (4.1385)  acc1: 42.1875 (37.6080)  acc5: 66.7969 (60.1230)  time: 0.4758  data: 0.0012  max mem: 42896
Epoch: [85]  [ 150/1251]  eta: 0:09:07  lr: 2.868e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.7691 (4.1293)  acc1: 43.7500 (37.7354)  acc5: 68.3594 (60.2313)  time: 0.4731  data: 0.0004  max mem: 42896
Epoch: [85]  [ 160/1251]  eta: 0:09:01  lr: 2.868e-02  img/s: 5.08e+02  pen: 4.7e-02  loss: 3.7691 (4.1275)  acc1: 45.7031 (37.7814)  acc5: 68.7500 (60.1805)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [85]  [ 170/1251]  eta: 0:08:54  lr: 2.868e-02  img/s: 5.42e+02  pen: 5.1e-02  loss: 3.8259 (4.1142)  acc1: 44.5312 (37.8130)  acc5: 67.9688 (60.2065)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [85]  [ 180/1251]  eta: 0:08:48  lr: 2.868e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.9624 (4.1221)  acc1: 42.9688 (37.7568)  acc5: 67.5781 (60.1066)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [85]  [ 190/1251]  eta: 0:08:42  lr: 2.868e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.9762 (4.1119)  acc1: 42.9688 (37.9520)  acc5: 67.9688 (60.3914)  time: 0.4735  data: 0.0004  max mem: 42896
Epoch: [85]  [ 200/1251]  eta: 0:08:36  lr: 2.868e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.7607 (4.1034)  acc1: 42.9688 (37.9839)  acc5: 69.1406 (60.4458)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [85]  [ 210/1251]  eta: 0:08:31  lr: 2.868e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.0055 (4.1059)  acc1: 41.4062 (38.0147)  acc5: 68.3594 (60.4358)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [85]  [ 220/1251]  eta: 0:08:25  lr: 2.868e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.4824 (4.0843)  acc1: 43.7500 (38.2742)  acc5: 67.9688 (60.7820)  time: 0.4734  data: 0.0004  max mem: 42896
Epoch: [85]  [ 230/1251]  eta: 0:08:19  lr: 2.868e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 3.4971 (4.0888)  acc1: 43.3594 (38.4064)  acc5: 67.1875 (60.9595)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [85]  [ 240/1251]  eta: 0:08:14  lr: 2.868e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.4223 (4.0853)  acc1: 40.2344 (38.4352)  acc5: 64.4531 (61.0137)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [85]  [ 250/1251]  eta: 0:08:08  lr: 2.868e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.9956 (4.0860)  acc1: 41.7969 (38.4867)  acc5: 66.4062 (61.0791)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [85]  [ 260/1251]  eta: 0:08:03  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.9956 (4.0847)  acc1: 39.8438 (38.4908)  acc5: 66.4062 (61.1186)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [85]  [ 270/1251]  eta: 0:07:58  lr: 2.868e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.5513 (4.0961)  acc1: 34.7656 (38.3331)  acc5: 58.5938 (60.9058)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [85]  [ 280/1251]  eta: 0:07:52  lr: 2.868e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.3299 (4.0962)  acc1: 35.9375 (38.3327)  acc5: 63.2812 (60.9111)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [85]  [ 290/1251]  eta: 0:07:47  lr: 2.868e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.0247 (4.1001)  acc1: 40.2344 (38.2974)  acc5: 66.4062 (60.8838)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [85]  [ 300/1251]  eta: 0:07:42  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.0247 (4.0957)  acc1: 41.4062 (38.3591)  acc5: 62.5000 (60.8830)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [85]  [ 310/1251]  eta: 0:07:37  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1483 (4.0977)  acc1: 42.1875 (38.3780)  acc5: 62.8906 (60.9187)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [85]  [ 320/1251]  eta: 0:07:32  lr: 2.868e-02  img/s: 5.07e+02  pen: 4.5e-02  loss: 4.1483 (4.0946)  acc1: 42.9688 (38.4017)  acc5: 64.4531 (60.9813)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [85]  [ 330/1251]  eta: 0:07:26  lr: 2.868e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.1854 (4.1021)  acc1: 39.8438 (38.3768)  acc5: 63.6719 (60.9068)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [85]  [ 340/1251]  eta: 0:07:21  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.5069 (4.1016)  acc1: 38.6719 (38.3798)  acc5: 57.4219 (60.9146)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [85]  [ 350/1251]  eta: 0:07:16  lr: 2.868e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.3879 (4.1137)  acc1: 36.7188 (38.2390)  acc5: 62.1094 (60.8184)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [85]  [ 360/1251]  eta: 0:07:11  lr: 2.868e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.3808 (4.1126)  acc1: 38.2812 (38.2964)  acc5: 64.4531 (60.8812)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [85]  [ 370/1251]  eta: 0:07:06  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.7714 (4.1034)  acc1: 44.1406 (38.4708)  acc5: 67.5781 (61.0512)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [85]  [ 380/1251]  eta: 0:07:01  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.6089 (4.0997)  acc1: 43.7500 (38.5263)  acc5: 67.5781 (61.0892)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [85]  [ 390/1251]  eta: 0:06:56  lr: 2.868e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.1339 (4.1069)  acc1: 38.6719 (38.4691)  acc5: 64.8438 (61.0154)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [85]  [ 400/1251]  eta: 0:06:51  lr: 2.868e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.7382 (4.0947)  acc1: 44.5312 (38.6397)  acc5: 67.5781 (61.1830)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [85]  [ 410/1251]  eta: 0:06:46  lr: 2.868e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 3.7382 (4.1004)  acc1: 41.0156 (38.5968)  acc5: 65.2344 (61.1380)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [85]  [ 420/1251]  eta: 0:06:41  lr: 2.868e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2325 (4.1000)  acc1: 36.7188 (38.6125)  acc5: 60.5469 (61.1834)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [85]  [ 430/1251]  eta: 0:06:36  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.8568 (4.0981)  acc1: 42.9688 (38.6411)  acc5: 66.0156 (61.2166)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [85]  [ 440/1251]  eta: 0:06:31  lr: 2.868e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.4711 (4.1096)  acc1: 38.6719 (38.5178)  acc5: 60.1562 (61.0775)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [85]  [ 450/1251]  eta: 0:06:26  lr: 2.868e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.6653 (4.1141)  acc1: 35.5469 (38.5047)  acc5: 58.5938 (61.0553)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [85]  [ 460/1251]  eta: 0:06:21  lr: 2.868e-02  img/s: 5.39e+02  pen: 3.7e-02  loss: 3.9506 (4.1066)  acc1: 42.1875 (38.6066)  acc5: 66.7969 (61.1553)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [85]  [ 470/1251]  eta: 0:06:16  lr: 2.868e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.9506 (4.1142)  acc1: 41.4062 (38.4272)  acc5: 65.2344 (60.9881)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [85]  [ 480/1251]  eta: 0:06:11  lr: 2.868e-02  img/s: 5.11e+02  pen: 4.2e-02  loss: 3.7502 (4.1049)  acc1: 39.4531 (38.4997)  acc5: 65.2344 (61.1113)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [85]  [ 490/1251]  eta: 0:06:06  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.2757 (4.0988)  acc1: 45.7031 (38.5430)  acc5: 71.0938 (61.1953)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [85]  [ 500/1251]  eta: 0:06:01  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0788 (4.1004)  acc1: 43.3594 (38.5900)  acc5: 65.6250 (61.2236)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [85]  [ 510/1251]  eta: 0:05:56  lr: 2.868e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.1300 (4.0995)  acc1: 40.6250 (38.6015)  acc5: 65.2344 (61.2142)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [85]  [ 520/1251]  eta: 0:05:52  lr: 2.868e-02  img/s: 5.38e+02  pen: 4.7e-02  loss: 4.4089 (4.1069)  acc1: 37.5000 (38.5279)  acc5: 58.9844 (61.1414)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [85]  [ 530/1251]  eta: 0:05:47  lr: 2.868e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.6754 (4.1103)  acc1: 33.5938 (38.4549)  acc5: 55.0781 (61.0765)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [85]  [ 540/1251]  eta: 0:05:42  lr: 2.868e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.3215 (4.1052)  acc1: 33.5938 (38.5036)  acc5: 57.8125 (61.1267)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [85]  [ 550/1251]  eta: 0:05:37  lr: 2.868e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.4905 (4.1128)  acc1: 36.3281 (38.4266)  acc5: 62.1094 (61.0509)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [85]  [ 560/1251]  eta: 0:05:32  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.4905 (4.1124)  acc1: 37.1094 (38.4428)  acc5: 62.1094 (61.0795)  time: 0.4764  data: 0.0005  max mem: 42896
Epoch: [85]  [ 570/1251]  eta: 0:05:27  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1786 (4.1135)  acc1: 37.8906 (38.4509)  acc5: 62.1094 (61.0907)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [85]  [ 580/1251]  eta: 0:05:22  lr: 2.868e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.5419 (4.1201)  acc1: 36.3281 (38.3404)  acc5: 59.3750 (61.0020)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [85]  [ 590/1251]  eta: 0:05:17  lr: 2.868e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2546 (4.1126)  acc1: 37.5000 (38.4253)  acc5: 64.8438 (61.1186)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [85]  [ 600/1251]  eta: 0:05:13  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.5335 (4.1108)  acc1: 42.1875 (38.4444)  acc5: 68.7500 (61.1578)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [85]  [ 610/1251]  eta: 0:05:08  lr: 2.868e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.0560 (4.1101)  acc1: 38.6719 (38.4449)  acc5: 64.8438 (61.1632)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [85]  [ 620/1251]  eta: 0:05:03  lr: 2.868e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2729 (4.1087)  acc1: 39.0625 (38.4857)  acc5: 64.8438 (61.2237)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [85]  [ 630/1251]  eta: 0:04:58  lr: 2.868e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.5696 (4.1039)  acc1: 42.5781 (38.5153)  acc5: 67.1875 (61.2483)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [85]  [ 640/1251]  eta: 0:04:53  lr: 2.868e-02  img/s: 5.09e+02  pen: 4.3e-02  loss: 3.9617 (4.1058)  acc1: 42.5781 (38.5092)  acc5: 65.6250 (61.2373)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [85]  [ 650/1251]  eta: 0:04:48  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3554 (4.1099)  acc1: 33.9844 (38.4217)  acc5: 58.9844 (61.1277)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [85]  [ 660/1251]  eta: 0:04:43  lr: 2.868e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.5538 (4.1114)  acc1: 31.6406 (38.3971)  acc5: 56.2500 (61.0752)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [85]  [ 670/1251]  eta: 0:04:38  lr: 2.868e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.2451 (4.1074)  acc1: 43.3594 (38.4594)  acc5: 64.0625 (61.1447)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [85]  [ 680/1251]  eta: 0:04:34  lr: 2.868e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.2451 (4.1088)  acc1: 41.0156 (38.4585)  acc5: 62.8906 (61.1165)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [85]  [ 690/1251]  eta: 0:04:29  lr: 2.868e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.3986 (4.1075)  acc1: 40.6250 (38.5142)  acc5: 62.1094 (61.1642)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [85]  [ 700/1251]  eta: 0:04:24  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0827 (4.1056)  acc1: 41.7969 (38.5069)  acc5: 64.8438 (61.1649)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [85]  [ 710/1251]  eta: 0:04:19  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.7277 (4.1029)  acc1: 44.1406 (38.5691)  acc5: 67.9688 (61.2507)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [85]  [ 720/1251]  eta: 0:04:14  lr: 2.868e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.7277 (4.1005)  acc1: 43.3594 (38.5809)  acc5: 67.5781 (61.2669)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [85]  [ 730/1251]  eta: 0:04:09  lr: 2.868e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.3704 (4.1050)  acc1: 37.8906 (38.5185)  acc5: 61.3281 (61.1908)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [85]  [ 740/1251]  eta: 0:04:05  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.4179 (4.1063)  acc1: 38.6719 (38.5327)  acc5: 60.1562 (61.1995)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [85]  [ 750/1251]  eta: 0:04:00  lr: 2.868e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.8401 (4.1014)  acc1: 43.3594 (38.5897)  acc5: 66.7969 (61.2756)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [85]  [ 760/1251]  eta: 0:03:55  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.8401 (4.1030)  acc1: 44.9219 (38.5913)  acc5: 67.5781 (61.2640)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [85]  [ 770/1251]  eta: 0:03:50  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.1465 (4.1035)  acc1: 39.0625 (38.5746)  acc5: 64.0625 (61.2471)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [85]  [ 780/1251]  eta: 0:03:45  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3943 (4.1052)  acc1: 38.2812 (38.5743)  acc5: 61.7188 (61.2506)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [85]  [ 790/1251]  eta: 0:03:41  lr: 2.868e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.9299 (4.1018)  acc1: 41.0156 (38.6378)  acc5: 65.6250 (61.3094)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [85]  [ 800/1251]  eta: 0:03:36  lr: 2.868e-02  img/s: 5.07e+02  pen: 4.7e-02  loss: 3.8357 (4.1009)  acc1: 42.1875 (38.6343)  acc5: 67.1875 (61.3086)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [85]  [ 810/1251]  eta: 0:03:31  lr: 2.868e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.3339 (4.1015)  acc1: 40.6250 (38.6353)  acc5: 62.5000 (61.3040)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [85]  [ 820/1251]  eta: 0:03:26  lr: 2.868e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.1723 (4.0996)  acc1: 42.1875 (38.6766)  acc5: 68.3594 (61.3638)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [85]  [ 830/1251]  eta: 0:03:21  lr: 2.868e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.1723 (4.0998)  acc1: 42.9688 (38.6564)  acc5: 67.9688 (61.3408)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [85]  [ 840/1251]  eta: 0:03:16  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2686 (4.1002)  acc1: 40.2344 (38.6593)  acc5: 62.5000 (61.3379)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [85]  [ 850/1251]  eta: 0:03:12  lr: 2.868e-02  img/s: 5.38e+02  pen: 4.8e-02  loss: 4.4632 (4.1046)  acc1: 37.1094 (38.6049)  acc5: 59.3750 (61.2772)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [85]  [ 860/1251]  eta: 0:03:07  lr: 2.868e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.0220 (4.1012)  acc1: 41.0156 (38.6369)  acc5: 65.2344 (61.3268)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [85]  [ 870/1251]  eta: 0:03:02  lr: 2.868e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 3.9504 (4.1029)  acc1: 41.4062 (38.6557)  acc5: 66.4062 (61.3452)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [85]  [ 880/1251]  eta: 0:02:57  lr: 2.868e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.1096 (4.1026)  acc1: 40.2344 (38.6670)  acc5: 67.1875 (61.3618)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [85]  [ 890/1251]  eta: 0:02:52  lr: 2.868e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.1096 (4.1034)  acc1: 39.0625 (38.6885)  acc5: 66.4062 (61.3790)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [85]  [ 900/1251]  eta: 0:02:48  lr: 2.868e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.2878 (4.1031)  acc1: 41.4062 (38.7382)  acc5: 64.4531 (61.4369)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [85]  [ 910/1251]  eta: 0:02:43  lr: 2.868e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.2878 (4.1060)  acc1: 41.7969 (38.7293)  acc5: 64.4531 (61.4126)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [85]  [ 920/1251]  eta: 0:02:38  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3202 (4.1077)  acc1: 36.3281 (38.7071)  acc5: 58.9844 (61.3905)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [85]  [ 930/1251]  eta: 0:02:33  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1777 (4.1098)  acc1: 36.3281 (38.6891)  acc5: 58.9844 (61.3516)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [85]  [ 940/1251]  eta: 0:02:28  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0248 (4.1076)  acc1: 44.5312 (38.7067)  acc5: 65.6250 (61.3705)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [85]  [ 950/1251]  eta: 0:02:24  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1538 (4.1088)  acc1: 42.9688 (38.7162)  acc5: 66.0156 (61.3704)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [85]  [ 960/1251]  eta: 0:02:19  lr: 2.868e-02  img/s: 5.09e+02  pen: 4.0e-02  loss: 4.2593 (4.1094)  acc1: 40.2344 (38.6995)  acc5: 62.8906 (61.3615)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [85]  [ 970/1251]  eta: 0:02:14  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3250 (4.1113)  acc1: 39.8438 (38.6856)  acc5: 61.7188 (61.3366)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [85]  [ 980/1251]  eta: 0:02:09  lr: 2.868e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.7410 (4.1080)  acc1: 40.6250 (38.7105)  acc5: 65.6250 (61.3723)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [85]  [ 990/1251]  eta: 0:02:04  lr: 2.868e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 3.8976 (4.1095)  acc1: 42.9688 (38.7046)  acc5: 67.9688 (61.3762)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [85]  [1000/1251]  eta: 0:02:00  lr: 2.868e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.1627 (4.1080)  acc1: 39.0625 (38.7304)  acc5: 59.3750 (61.4011)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [85]  [1010/1251]  eta: 0:01:55  lr: 2.868e-02  img/s: 5.39e+02  pen: 5.0e-02  loss: 3.5155 (4.1067)  acc1: 39.0625 (38.7592)  acc5: 61.3281 (61.4382)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [85]  [1020/1251]  eta: 0:01:50  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.4545 (4.1054)  acc1: 39.8438 (38.7763)  acc5: 63.6719 (61.4574)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [85]  [1030/1251]  eta: 0:01:45  lr: 2.868e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.2177 (4.1061)  acc1: 40.6250 (38.7802)  acc5: 63.6719 (61.4710)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [85]  [1040/1251]  eta: 0:01:40  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4751 (4.1098)  acc1: 36.7188 (38.7278)  acc5: 58.2031 (61.4276)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [85]  [1050/1251]  eta: 0:01:36  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.4751 (4.1070)  acc1: 39.0625 (38.7629)  acc5: 58.2031 (61.4608)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [85]  [1060/1251]  eta: 0:01:31  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.2592 (4.1021)  acc1: 47.2656 (38.8353)  acc5: 70.3125 (61.5328)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [85]  [1070/1251]  eta: 0:01:26  lr: 2.868e-02  img/s: 5.37e+02  pen: 4.4e-02  loss: 3.3189 (4.1006)  acc1: 46.8750 (38.8232)  acc5: 70.7031 (61.5189)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [85]  [1080/1251]  eta: 0:01:21  lr: 2.868e-02  img/s: 5.39e+02  pen: 5.0e-02  loss: 3.6671 (4.1001)  acc1: 43.3594 (38.8424)  acc5: 67.5781 (61.5525)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [85]  [1090/1251]  eta: 0:01:17  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.0885 (4.1009)  acc1: 42.5781 (38.8466)  acc5: 64.4531 (61.5512)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [85]  [1100/1251]  eta: 0:01:12  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3004 (4.1015)  acc1: 39.8438 (38.8298)  acc5: 61.7188 (61.5403)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [85]  [1110/1251]  eta: 0:01:07  lr: 2.868e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.9715 (4.0978)  acc1: 41.4062 (38.9018)  acc5: 65.6250 (61.5957)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [85]  [1120/1251]  eta: 0:01:02  lr: 2.868e-02  img/s: 5.06e+02  pen: 4.4e-02  loss: 3.2949 (4.0958)  acc1: 44.5312 (38.9228)  acc5: 67.5781 (61.6229)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [85]  [1130/1251]  eta: 0:00:57  lr: 2.868e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.0871 (4.0962)  acc1: 41.4062 (38.9164)  acc5: 64.0625 (61.6241)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [85]  [1140/1251]  eta: 0:00:53  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.1030 (4.0953)  acc1: 40.6250 (38.9194)  acc5: 63.2812 (61.6393)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [85]  [1150/1251]  eta: 0:00:48  lr: 2.868e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.1030 (4.0967)  acc1: 35.5469 (38.8853)  acc5: 62.5000 (61.6061)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [85]  [1160/1251]  eta: 0:00:43  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.7934 (4.0955)  acc1: 37.5000 (38.8818)  acc5: 63.6719 (61.6225)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [85]  [1170/1251]  eta: 0:00:38  lr: 2.868e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 3.9363 (4.0963)  acc1: 41.4062 (38.8694)  acc5: 63.6719 (61.6007)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [85]  [1180/1251]  eta: 0:00:33  lr: 2.868e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.2892 (4.0959)  acc1: 37.1094 (38.8647)  acc5: 63.6719 (61.6212)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [85]  [1190/1251]  eta: 0:00:29  lr: 2.868e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.8626 (4.0936)  acc1: 43.3594 (38.8972)  acc5: 67.5781 (61.6502)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [85]  [1200/1251]  eta: 0:00:24  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.8626 (4.0939)  acc1: 43.3594 (38.9087)  acc5: 67.5781 (61.6784)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [85]  [1210/1251]  eta: 0:00:19  lr: 2.868e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.9006 (4.0920)  acc1: 43.7500 (38.9477)  acc5: 67.5781 (61.7252)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [85]  [1220/1251]  eta: 0:00:14  lr: 2.868e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.9006 (4.0927)  acc1: 43.7500 (38.9256)  acc5: 67.5781 (61.6964)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [85]  [1230/1251]  eta: 0:00:10  lr: 2.868e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.4556 (4.0929)  acc1: 36.7188 (38.9286)  acc5: 62.5000 (61.6959)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [85]  [1240/1251]  eta: 0:00:05  lr: 2.868e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.1266 (4.0922)  acc1: 40.2344 (38.9231)  acc5: 64.8438 (61.6989)  time: 0.4743  data: 0.0005  max mem: 42896
Epoch: [85]  [1250/1251]  eta: 0:00:00  lr: 2.868e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.1651 (4.0928)  acc1: 41.0156 (38.9061)  acc5: 66.0156 (61.6885)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [85] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:16  loss: 2.3162 (2.3162)  acc1: 79.6875 (79.6875)  acc5: 94.5312 (94.5312)  time: 2.7757  data: 2.5279  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 57.246 Acc@5 81.490 Loss: 2.953
Test: EMA  [ 0/49]  eta: 0:02:28  loss: 4.9905 (4.9905)  acc1: 66.4062 (66.4062)  acc5: 85.5469 (85.5469)  time: 3.0212  data: 2.7744  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 47.536 Acc@5 72.416 Loss: nan
Epoch: [86]  [   0/1251]  eta: 1:11:58  lr: 2.865e-02  img/s: 5.02e+02  pen: 4.2e-02  loss: 3.2372 (3.2372)  acc1: 46.0938 (46.0938)  acc5: 73.0469 (73.0469)  time: 3.4519  data: 2.9416  max mem: 42896
Epoch: [86]  [  10/1251]  eta: 0:15:24  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.7125 (3.8133)  acc1: 46.0938 (43.8920)  acc5: 69.9219 (67.4361)  time: 0.7450  data: 0.2677  max mem: 42896
Epoch: [86]  [  20/1251]  eta: 0:12:37  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.7422 (3.9562)  acc1: 40.6250 (40.3274)  acc5: 62.5000 (63.5417)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [86]  [  30/1251]  eta: 0:11:35  lr: 2.865e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.2244 (3.9702)  acc1: 37.1094 (39.4405)  acc5: 62.5000 (62.3866)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [86]  [  40/1251]  eta: 0:11:02  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.4666 (3.9860)  acc1: 42.5781 (39.5865)  acc5: 65.2344 (62.5857)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [86]  [  50/1251]  eta: 0:10:40  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.5625 (4.0831)  acc1: 35.5469 (38.5340)  acc5: 62.1094 (61.3664)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [86]  [  60/1251]  eta: 0:10:23  lr: 2.865e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.6518 (4.0905)  acc1: 30.0781 (38.1532)  acc5: 55.8594 (60.7902)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [86]  [  70/1251]  eta: 0:10:10  lr: 2.865e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.5782 (4.0500)  acc1: 45.3125 (38.6774)  acc5: 64.8438 (61.3171)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [86]  [  80/1251]  eta: 0:09:58  lr: 2.865e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.5782 (4.0276)  acc1: 45.3125 (39.0818)  acc5: 68.3594 (61.8682)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [86]  [  90/1251]  eta: 0:09:48  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.7280 (4.0219)  acc1: 43.7500 (39.1484)  acc5: 67.1875 (61.8947)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [86]  [ 100/1251]  eta: 0:09:40  lr: 2.865e-02  img/s: 5.43e+02  pen: 3.9e-02  loss: 4.3032 (4.0622)  acc1: 41.4062 (38.7454)  acc5: 59.7656 (61.3397)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [86]  [ 110/1251]  eta: 0:09:32  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.3032 (4.0611)  acc1: 41.4062 (38.6472)  acc5: 59.7656 (61.2613)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [86]  [ 120/1251]  eta: 0:09:24  lr: 2.865e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.3954 (4.0886)  acc1: 40.6250 (38.3361)  acc5: 64.8438 (60.8858)  time: 0.4733  data: 0.0004  max mem: 42896
Epoch: [86]  [ 130/1251]  eta: 0:09:17  lr: 2.865e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.0151 (4.0562)  acc1: 43.3594 (38.8985)  acc5: 66.4062 (61.5130)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [86]  [ 140/1251]  eta: 0:09:10  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.9302 (4.0633)  acc1: 44.1406 (38.8215)  acc5: 67.9688 (61.4140)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [86]  [ 150/1251]  eta: 0:09:04  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.2977 (4.0655)  acc1: 37.8906 (38.7055)  acc5: 65.2344 (61.3126)  time: 0.4734  data: 0.0004  max mem: 42896
Epoch: [86]  [ 160/1251]  eta: 0:08:57  lr: 2.865e-02  img/s: 5.11e+02  pen: 4.3e-02  loss: 4.0202 (4.0633)  acc1: 43.7500 (38.8781)  acc5: 67.5781 (61.4203)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [86]  [ 170/1251]  eta: 0:08:51  lr: 2.865e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.0864 (4.0884)  acc1: 40.2344 (38.6056)  acc5: 60.5469 (61.1385)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [86]  [ 180/1251]  eta: 0:08:45  lr: 2.865e-02  img/s: 5.39e+02  pen: 5.0e-02  loss: 4.6795 (4.0998)  acc1: 33.9844 (38.5122)  acc5: 54.2969 (60.9418)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [86]  [ 190/1251]  eta: 0:08:39  lr: 2.865e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.3257 (4.1053)  acc1: 34.3750 (38.2669)  acc5: 54.2969 (60.6675)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [86]  [ 200/1251]  eta: 0:08:34  lr: 2.865e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 3.8799 (4.1076)  acc1: 35.1562 (38.1510)  acc5: 57.4219 (60.5546)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [86]  [ 210/1251]  eta: 0:08:28  lr: 2.865e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 3.5420 (4.0968)  acc1: 41.7969 (38.3072)  acc5: 64.4531 (60.6580)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [86]  [ 220/1251]  eta: 0:08:23  lr: 2.865e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.9032 (4.0994)  acc1: 42.1875 (38.3626)  acc5: 64.8438 (60.6883)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [86]  [ 230/1251]  eta: 0:08:17  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.2066 (4.1018)  acc1: 38.6719 (38.3810)  acc5: 61.7188 (60.6991)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [86]  [ 240/1251]  eta: 0:08:12  lr: 2.865e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.0381 (4.0952)  acc1: 43.3594 (38.4498)  acc5: 65.2344 (60.7787)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [86]  [ 250/1251]  eta: 0:08:06  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.4538 (4.0908)  acc1: 43.7500 (38.4789)  acc5: 66.7969 (60.8161)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [86]  [ 260/1251]  eta: 0:08:01  lr: 2.865e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.2929 (4.0793)  acc1: 41.7969 (38.6165)  acc5: 65.6250 (61.0198)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [86]  [ 270/1251]  eta: 0:07:56  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.2328 (4.0680)  acc1: 44.5312 (38.7137)  acc5: 67.9688 (61.1407)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [86]  [ 280/1251]  eta: 0:07:51  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.2815 (4.0634)  acc1: 44.9219 (38.8178)  acc5: 69.5312 (61.2072)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [86]  [ 290/1251]  eta: 0:07:45  lr: 2.865e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.6546 (4.0639)  acc1: 44.1406 (38.8289)  acc5: 68.3594 (61.2449)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [86]  [ 300/1251]  eta: 0:07:40  lr: 2.865e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1656 (4.0577)  acc1: 43.3594 (38.9639)  acc5: 67.9688 (61.3735)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [86]  [ 310/1251]  eta: 0:07:35  lr: 2.865e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.2534 (4.0643)  acc1: 34.3750 (38.8465)  acc5: 58.2031 (61.2829)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [86]  [ 320/1251]  eta: 0:07:30  lr: 2.865e-02  img/s: 5.02e+02  pen: 4.3e-02  loss: 4.0071 (4.0606)  acc1: 38.2812 (38.9043)  acc5: 61.7188 (61.3683)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [86]  [ 330/1251]  eta: 0:07:25  lr: 2.865e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.9254 (4.0607)  acc1: 42.9688 (38.8607)  acc5: 68.7500 (61.3564)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [86]  [ 340/1251]  eta: 0:07:20  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.0517 (4.0649)  acc1: 39.0625 (38.8368)  acc5: 65.2344 (61.3659)  time: 0.4735  data: 0.0004  max mem: 42896
Epoch: [86]  [ 350/1251]  eta: 0:07:15  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.9239 (4.0575)  acc1: 42.5781 (38.9813)  acc5: 66.0156 (61.5474)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [86]  [ 360/1251]  eta: 0:07:10  lr: 2.865e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.9239 (4.0612)  acc1: 42.5781 (38.9684)  acc5: 66.0156 (61.5121)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [86]  [ 370/1251]  eta: 0:07:05  lr: 2.865e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.9268 (4.0560)  acc1: 40.2344 (39.0678)  acc5: 63.2812 (61.5745)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [86]  [ 380/1251]  eta: 0:07:00  lr: 2.865e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.8178 (4.0541)  acc1: 46.0938 (39.1148)  acc5: 65.2344 (61.6162)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [86]  [ 390/1251]  eta: 0:06:55  lr: 2.865e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 3.7833 (4.0484)  acc1: 44.1406 (39.2393)  acc5: 65.2344 (61.7407)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [86]  [ 400/1251]  eta: 0:06:50  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.7833 (4.0481)  acc1: 41.0156 (39.2417)  acc5: 67.5781 (61.7918)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [86]  [ 410/1251]  eta: 0:06:45  lr: 2.865e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 3.6383 (4.0406)  acc1: 41.0156 (39.3030)  acc5: 68.3594 (61.8889)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [86]  [ 420/1251]  eta: 0:06:40  lr: 2.865e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.0281 (4.0479)  acc1: 40.6250 (39.1776)  acc5: 63.6719 (61.7948)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [86]  [ 430/1251]  eta: 0:06:35  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.4099 (4.0457)  acc1: 35.9375 (39.1903)  acc5: 62.1094 (61.8511)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [86]  [ 440/1251]  eta: 0:06:30  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.5608 (4.0441)  acc1: 42.5781 (39.1980)  acc5: 68.7500 (61.8684)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [86]  [ 450/1251]  eta: 0:06:25  lr: 2.865e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.3860 (4.0396)  acc1: 43.7500 (39.2652)  acc5: 69.9219 (61.9673)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [86]  [ 460/1251]  eta: 0:06:20  lr: 2.865e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.4352 (4.0385)  acc1: 45.7031 (39.2591)  acc5: 69.5312 (61.9416)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [86]  [ 470/1251]  eta: 0:06:15  lr: 2.865e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.6406 (4.0367)  acc1: 45.7031 (39.3229)  acc5: 69.1406 (62.0289)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [86]  [ 480/1251]  eta: 0:06:10  lr: 2.865e-02  img/s: 5.10e+02  pen: 4.4e-02  loss: 3.8625 (4.0422)  acc1: 41.0156 (39.2062)  acc5: 67.1875 (61.8877)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [86]  [ 490/1251]  eta: 0:06:05  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.4545 (4.0451)  acc1: 35.9375 (39.2073)  acc5: 58.9844 (61.8978)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [86]  [ 500/1251]  eta: 0:06:00  lr: 2.865e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.4094 (4.0516)  acc1: 35.9375 (39.1475)  acc5: 58.9844 (61.8435)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [86]  [ 510/1251]  eta: 0:05:55  lr: 2.865e-02  img/s: 5.37e+02  pen: 4.0e-02  loss: 4.2355 (4.0516)  acc1: 41.4062 (39.1558)  acc5: 64.0625 (61.8242)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [86]  [ 520/1251]  eta: 0:05:51  lr: 2.865e-02  img/s: 5.41e+02  pen: 3.6e-02  loss: 4.0706 (4.0477)  acc1: 41.4062 (39.2304)  acc5: 67.5781 (61.9047)  time: 0.4771  data: 0.0003  max mem: 42896
Epoch: [86]  [ 530/1251]  eta: 0:05:46  lr: 2.865e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9410 (4.0493)  acc1: 41.4062 (39.2052)  acc5: 67.5781 (61.8821)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [86]  [ 540/1251]  eta: 0:05:41  lr: 2.865e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.4467 (4.0544)  acc1: 37.8906 (39.1419)  acc5: 60.5469 (61.7946)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [86]  [ 550/1251]  eta: 0:05:36  lr: 2.865e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.0453 (4.0502)  acc1: 37.8906 (39.1781)  acc5: 60.5469 (61.8393)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [86]  [ 560/1251]  eta: 0:05:31  lr: 2.865e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.9106 (4.0514)  acc1: 39.4531 (39.1579)  acc5: 63.2812 (61.8316)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [86]  [ 570/1251]  eta: 0:05:26  lr: 2.865e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.9106 (4.0483)  acc1: 40.6250 (39.1802)  acc5: 67.1875 (61.8439)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [86]  [ 580/1251]  eta: 0:05:21  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.6087 (4.0496)  acc1: 44.9219 (39.1486)  acc5: 68.3594 (61.7927)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [86]  [ 590/1251]  eta: 0:05:17  lr: 2.865e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.8088 (4.0452)  acc1: 44.5312 (39.2178)  acc5: 68.7500 (61.8906)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [86]  [ 600/1251]  eta: 0:05:12  lr: 2.865e-02  img/s: 5.40e+02  pen: 5.3e-02  loss: 3.9882 (4.0467)  acc1: 43.3594 (39.1392)  acc5: 64.8438 (61.7974)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [86]  [ 610/1251]  eta: 0:05:07  lr: 2.865e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3871 (4.0476)  acc1: 37.5000 (39.1424)  acc5: 61.3281 (61.8166)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [86]  [ 620/1251]  eta: 0:05:02  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.9080 (4.0432)  acc1: 41.0156 (39.2097)  acc5: 66.4062 (61.9062)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [86]  [ 630/1251]  eta: 0:04:57  lr: 2.865e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.7324 (4.0409)  acc1: 45.7031 (39.2098)  acc5: 68.7500 (61.9168)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [86]  [ 640/1251]  eta: 0:04:52  lr: 2.865e-02  img/s: 4.87e+02  pen: 5.0e-02  loss: 3.9064 (4.0408)  acc1: 41.7969 (39.1728)  acc5: 67.5781 (61.8772)  time: 0.4773  data: 0.0004  max mem: 42896
Epoch: [86]  [ 650/1251]  eta: 0:04:48  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4563 (4.0455)  acc1: 39.0625 (39.1693)  acc5: 60.1562 (61.8580)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [86]  [ 660/1251]  eta: 0:04:43  lr: 2.865e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3880 (4.0448)  acc1: 39.8438 (39.2126)  acc5: 60.9375 (61.9149)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [86]  [ 670/1251]  eta: 0:04:38  lr: 2.865e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 3.8729 (4.0433)  acc1: 42.5781 (39.2371)  acc5: 64.4531 (61.9487)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [86]  [ 680/1251]  eta: 0:04:33  lr: 2.865e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.5235 (4.0504)  acc1: 35.5469 (39.1646)  acc5: 58.2031 (61.8736)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [86]  [ 690/1251]  eta: 0:04:28  lr: 2.865e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1237 (4.0450)  acc1: 39.8438 (39.2061)  acc5: 63.2812 (61.9353)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [86]  [ 700/1251]  eta: 0:04:23  lr: 2.865e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.4411 (4.0440)  acc1: 44.5312 (39.2180)  acc5: 69.1406 (61.9366)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [86]  [ 710/1251]  eta: 0:04:19  lr: 2.865e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.9699 (4.0418)  acc1: 42.9688 (39.2735)  acc5: 65.2344 (62.0050)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [86]  [ 720/1251]  eta: 0:04:14  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.1003 (4.0436)  acc1: 41.4062 (39.2337)  acc5: 65.2344 (61.9533)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [86]  [ 730/1251]  eta: 0:04:09  lr: 2.865e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.0754 (4.0428)  acc1: 41.4062 (39.2682)  acc5: 64.0625 (62.0030)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [86]  [ 740/1251]  eta: 0:04:04  lr: 2.865e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.0522 (4.0427)  acc1: 43.3594 (39.2902)  acc5: 67.1875 (62.0298)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [86]  [ 750/1251]  eta: 0:03:59  lr: 2.865e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.1736 (4.0421)  acc1: 44.1406 (39.3033)  acc5: 66.4062 (62.0464)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [86]  [ 760/1251]  eta: 0:03:55  lr: 2.865e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.2085 (4.0423)  acc1: 35.9375 (39.3150)  acc5: 57.4219 (62.0416)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [86]  [ 770/1251]  eta: 0:03:50  lr: 2.865e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.5382 (4.0438)  acc1: 35.1562 (39.2809)  acc5: 56.2500 (61.9994)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [86]  [ 780/1251]  eta: 0:03:45  lr: 2.865e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.4988 (4.0443)  acc1: 34.7656 (39.2596)  acc5: 56.6406 (61.9953)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [86]  [ 790/1251]  eta: 0:03:40  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.2848 (4.0470)  acc1: 35.9375 (39.2403)  acc5: 57.0312 (61.9825)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [86]  [ 800/1251]  eta: 0:03:35  lr: 2.865e-02  img/s: 4.81e+02  pen: 4.7e-02  loss: 3.8185 (4.0430)  acc1: 43.3594 (39.3073)  acc5: 67.1875 (62.0489)  time: 0.4774  data: 0.0004  max mem: 42896
Epoch: [86]  [ 810/1251]  eta: 0:03:31  lr: 2.865e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1889 (4.0476)  acc1: 40.6250 (39.2113)  acc5: 63.2812 (61.9610)  time: 0.4771  data: 0.0004  max mem: 42896
Epoch: [86]  [ 820/1251]  eta: 0:03:26  lr: 2.865e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.6943 (4.0497)  acc1: 30.0781 (39.1496)  acc5: 54.2969 (61.9000)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [86]  [ 830/1251]  eta: 0:03:21  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.6754 (4.0462)  acc1: 43.3594 (39.1861)  acc5: 66.7969 (61.9336)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [86]  [ 840/1251]  eta: 0:03:16  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.5675 (4.0475)  acc1: 43.3594 (39.1540)  acc5: 68.7500 (61.9115)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [86]  [ 850/1251]  eta: 0:03:11  lr: 2.865e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.5658 (4.0451)  acc1: 42.9688 (39.1800)  acc5: 69.5312 (61.9193)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [86]  [ 860/1251]  eta: 0:03:07  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.4913 (4.0515)  acc1: 35.1562 (39.1092)  acc5: 54.2969 (61.8077)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [86]  [ 870/1251]  eta: 0:03:02  lr: 2.865e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.7884 (4.0542)  acc1: 31.2500 (39.0728)  acc5: 50.3906 (61.7739)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [86]  [ 880/1251]  eta: 0:02:57  lr: 2.865e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2547 (4.0569)  acc1: 33.5938 (39.0275)  acc5: 54.2969 (61.7312)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [86]  [ 890/1251]  eta: 0:02:52  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.2036 (4.0583)  acc1: 37.8906 (39.0261)  acc5: 61.3281 (61.7363)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [86]  [ 900/1251]  eta: 0:02:47  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.2249 (4.0589)  acc1: 37.8906 (38.9996)  acc5: 61.3281 (61.7183)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [86]  [ 910/1251]  eta: 0:02:43  lr: 2.865e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.3734 (4.0596)  acc1: 37.5000 (38.9969)  acc5: 60.5469 (61.7205)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [86]  [ 920/1251]  eta: 0:02:38  lr: 2.865e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3734 (4.0599)  acc1: 41.0156 (39.0218)  acc5: 62.8906 (61.7361)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [86]  [ 930/1251]  eta: 0:02:33  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.6861 (4.0573)  acc1: 42.9688 (39.0659)  acc5: 66.0156 (61.7968)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [86]  [ 940/1251]  eta: 0:02:28  lr: 2.865e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.0096 (4.0607)  acc1: 42.1875 (39.0667)  acc5: 66.4062 (61.7947)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [86]  [ 950/1251]  eta: 0:02:23  lr: 2.865e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.1854 (4.0601)  acc1: 42.1875 (39.0604)  acc5: 65.2344 (61.7886)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [86]  [ 960/1251]  eta: 0:02:19  lr: 2.865e-02  img/s: 5.09e+02  pen: 4.5e-02  loss: 4.0439 (4.0602)  acc1: 42.1875 (39.0353)  acc5: 65.2344 (61.7687)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [86]  [ 970/1251]  eta: 0:02:14  lr: 2.865e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 3.8665 (4.0583)  acc1: 43.7500 (39.0697)  acc5: 66.7969 (61.8097)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [86]  [ 980/1251]  eta: 0:02:09  lr: 2.865e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.8294 (4.0577)  acc1: 44.1406 (39.0709)  acc5: 67.5781 (61.8243)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [86]  [ 990/1251]  eta: 0:02:04  lr: 2.865e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.8784 (4.0591)  acc1: 39.0625 (39.0404)  acc5: 65.6250 (61.8015)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [86]  [1000/1251]  eta: 0:01:59  lr: 2.865e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 3.9968 (4.0577)  acc1: 44.5312 (39.0883)  acc5: 65.6250 (61.8307)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [86]  [1010/1251]  eta: 0:01:55  lr: 2.865e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 3.9968 (4.0597)  acc1: 44.1406 (39.0621)  acc5: 65.2344 (61.7999)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [86]  [1020/1251]  eta: 0:01:50  lr: 2.865e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.4167 (4.0593)  acc1: 38.6719 (39.0587)  acc5: 61.7188 (61.7968)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [86]  [1030/1251]  eta: 0:01:45  lr: 2.865e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.4075 (4.0611)  acc1: 39.0625 (39.0621)  acc5: 60.1562 (61.7915)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [86]  [1040/1251]  eta: 0:01:40  lr: 2.865e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.5602 (4.0550)  acc1: 46.8750 (39.1390)  acc5: 69.5312 (61.8786)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [86]  [1050/1251]  eta: 0:01:36  lr: 2.865e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 3.6527 (4.0577)  acc1: 44.5312 (39.1186)  acc5: 67.9688 (61.8473)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [86]  [1060/1251]  eta: 0:01:31  lr: 2.865e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.3205 (4.0588)  acc1: 41.0156 (39.1295)  acc5: 63.2812 (61.8366)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [86]  [1070/1251]  eta: 0:01:26  lr: 2.865e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 3.9664 (4.0569)  acc1: 42.1875 (39.1508)  acc5: 65.6250 (61.8533)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [86]  [1080/1251]  eta: 0:01:21  lr: 2.865e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.9664 (4.0571)  acc1: 44.5312 (39.1536)  acc5: 66.4062 (61.8590)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [86]  [1090/1251]  eta: 0:01:16  lr: 2.865e-02  img/s: 5.39e+02  pen: 5.0e-02  loss: 4.0639 (4.0588)  acc1: 37.8906 (39.1456)  acc5: 58.5938 (61.8369)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [86]  [1100/1251]  eta: 0:01:12  lr: 2.865e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8362 (4.0558)  acc1: 42.9688 (39.1824)  acc5: 66.0156 (61.8756)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [86]  [1110/1251]  eta: 0:01:07  lr: 2.865e-02  img/s: 5.37e+02  pen: 4.8e-02  loss: 3.8362 (4.0591)  acc1: 42.9688 (39.1423)  acc5: 65.6250 (61.8102)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [86]  [1120/1251]  eta: 0:01:02  lr: 2.865e-02  img/s: 5.04e+02  pen: 4.6e-02  loss: 4.6349 (4.0622)  acc1: 34.7656 (39.0855)  acc5: 53.1250 (61.7536)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [86]  [1130/1251]  eta: 0:00:57  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.3834 (4.0620)  acc1: 37.8906 (39.0936)  acc5: 60.5469 (61.7574)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [86]  [1140/1251]  eta: 0:00:53  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.1139 (4.0627)  acc1: 40.6250 (39.1039)  acc5: 66.0156 (61.7687)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [86]  [1150/1251]  eta: 0:00:48  lr: 2.865e-02  img/s: 5.38e+02  pen: 4.9e-02  loss: 4.1582 (4.0643)  acc1: 40.6250 (39.0951)  acc5: 65.2344 (61.7690)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [86]  [1160/1251]  eta: 0:00:43  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.3132 (4.0640)  acc1: 41.0156 (39.1271)  acc5: 64.0625 (61.8076)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [86]  [1170/1251]  eta: 0:00:38  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.3499 (4.0664)  acc1: 40.2344 (39.0895)  acc5: 63.6719 (61.7611)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [86]  [1180/1251]  eta: 0:00:33  lr: 2.865e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.6481 (4.0704)  acc1: 32.4219 (39.0321)  acc5: 53.5156 (61.7002)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [86]  [1190/1251]  eta: 0:00:29  lr: 2.865e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.6540 (4.0716)  acc1: 30.0781 (39.0136)  acc5: 53.5156 (61.6545)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [86]  [1200/1251]  eta: 0:00:24  lr: 2.865e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.9516 (4.0694)  acc1: 42.1875 (39.0440)  acc5: 66.0156 (61.6888)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [86]  [1210/1251]  eta: 0:00:19  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.6585 (4.0677)  acc1: 42.1875 (39.0567)  acc5: 66.0156 (61.6917)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [86]  [1220/1251]  eta: 0:00:14  lr: 2.865e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3310 (4.0702)  acc1: 39.0625 (39.0452)  acc5: 62.5000 (61.6791)  time: 0.4771  data: 0.0003  max mem: 42896
Epoch: [86]  [1230/1251]  eta: 0:00:10  lr: 2.865e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.3767 (4.0691)  acc1: 39.0625 (39.0536)  acc5: 62.5000 (61.6908)  time: 0.4773  data: 0.0003  max mem: 42896
Epoch: [86]  [1240/1251]  eta: 0:00:05  lr: 2.865e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.0461 (4.0696)  acc1: 41.4062 (39.0210)  acc5: 63.2812 (61.6621)  time: 0.4746  data: 0.0006  max mem: 42896
Epoch: [86]  [1250/1251]  eta: 0:00:00  lr: 2.865e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.5592 (4.0666)  acc1: 45.3125 (39.0559)  acc5: 68.7500 (61.6919)  time: 0.4754  data: 0.0005  max mem: 42896
Epoch: [86] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:37  loss: 2.4213 (2.4213)  acc1: 73.0469 (73.0469)  acc5: 90.6250 (90.6250)  time: 3.2109  data: 2.9626  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 57.040 Acc@5 80.966 Loss: 2.920
Test: EMA  [ 0/49]  eta: 0:02:32  loss: 4.3642 (4.3642)  acc1: 67.5781 (67.5781)  acc5: 86.7188 (86.7188)  time: 3.1052  data: 2.8585  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 48.396 Acc@5 73.300 Loss: nan
Epoch: [87]  [   0/1251]  eta: 1:10:47  lr: 2.862e-02  img/s: 5.01e+02  pen: 4.8e-02  loss: 4.8816 (4.8816)  acc1: 24.6094 (24.6094)  acc5: 47.2656 (47.2656)  time: 3.3952  data: 2.8846  max mem: 42896
Epoch: [87]  [  10/1251]  eta: 0:15:18  lr: 2.862e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.3404 (4.2272)  acc1: 37.5000 (38.8849)  acc5: 63.6719 (62.5710)  time: 0.7402  data: 0.2625  max mem: 42896
Epoch: [87]  [  20/1251]  eta: 0:12:34  lr: 2.862e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2855 (4.1714)  acc1: 40.2344 (39.3601)  acc5: 63.6719 (63.1138)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [87]  [  30/1251]  eta: 0:11:33  lr: 2.862e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.8842 (4.0585)  acc1: 42.5781 (40.6502)  acc5: 67.5781 (64.2893)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [87]  [  40/1251]  eta: 0:11:01  lr: 2.862e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.8842 (4.0502)  acc1: 44.5312 (40.6059)  acc5: 68.7500 (64.2245)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [87]  [  50/1251]  eta: 0:10:38  lr: 2.862e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.0119 (4.0833)  acc1: 39.4531 (39.7978)  acc5: 63.2812 (63.2506)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [87]  [  60/1251]  eta: 0:10:21  lr: 2.862e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.4663 (4.1447)  acc1: 37.8906 (39.1522)  acc5: 60.9375 (62.6025)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [87]  [  70/1251]  eta: 0:10:09  lr: 2.862e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.5272 (4.1429)  acc1: 35.9375 (38.8864)  acc5: 56.6406 (62.3074)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [87]  [  80/1251]  eta: 0:09:57  lr: 2.862e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.3296 (4.1559)  acc1: 38.2812 (38.8648)  acc5: 64.0625 (62.1865)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [87]  [  90/1251]  eta: 0:09:47  lr: 2.862e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.3296 (4.1431)  acc1: 39.4531 (38.9208)  acc5: 64.0625 (62.1523)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [87]  [ 100/1251]  eta: 0:09:39  lr: 2.862e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.8117 (4.1084)  acc1: 43.7500 (39.4222)  acc5: 68.3594 (62.6895)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [87]  [ 110/1251]  eta: 0:09:31  lr: 2.862e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.6075 (4.0901)  acc1: 44.9219 (39.6080)  acc5: 68.3594 (62.8977)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [87]  [ 120/1251]  eta: 0:09:23  lr: 2.862e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.6499 (4.0887)  acc1: 40.2344 (39.3660)  acc5: 67.9688 (62.5549)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [87]  [ 130/1251]  eta: 0:09:16  lr: 2.862e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.5612 (4.1271)  acc1: 35.9375 (39.0565)  acc5: 58.9844 (62.1362)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [87]  [ 140/1251]  eta: 0:09:10  lr: 2.862e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.4829 (4.1094)  acc1: 39.0625 (39.0486)  acc5: 58.9844 (62.1592)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [87]  [ 150/1251]  eta: 0:09:03  lr: 2.862e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 3.4467 (4.0942)  acc1: 44.1406 (39.3574)  acc5: 68.7500 (62.4457)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [87]  [ 160/1251]  eta: 0:08:57  lr: 2.862e-02  img/s: 5.11e+02  pen: 4.1e-02  loss: 4.3062 (4.1036)  acc1: 39.4531 (39.1668)  acc5: 59.7656 (62.1530)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [87]  [ 170/1251]  eta: 0:08:51  lr: 2.862e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3062 (4.1077)  acc1: 37.5000 (39.0648)  acc5: 59.7656 (62.0911)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [87]  [ 180/1251]  eta: 0:08:45  lr: 2.862e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 4.2219 (4.1081)  acc1: 39.4531 (39.0754)  acc5: 64.4531 (62.0554)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [87]  [ 190/1251]  eta: 0:08:39  lr: 2.862e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3566 (4.1275)  acc1: 39.4531 (38.8375)  acc5: 61.3281 (61.8046)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [87]  [ 200/1251]  eta: 0:08:34  lr: 2.862e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3566 (4.1144)  acc1: 40.6250 (39.0314)  acc5: 64.0625 (61.9481)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [87]  [ 210/1251]  eta: 0:08:28  lr: 2.862e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.9880 (4.1106)  acc1: 44.9219 (39.0847)  acc5: 67.5781 (62.0279)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [87]  [ 220/1251]  eta: 0:08:23  lr: 2.862e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.4865 (4.0847)  acc1: 46.0938 (39.3524)  acc5: 69.9219 (62.3586)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [87]  [ 230/1251]  eta: 0:08:17  lr: 2.862e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.8411 (4.0944)  acc1: 43.7500 (39.2367)  acc5: 68.3594 (62.2548)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [87]  [ 240/1251]  eta: 0:08:12  lr: 2.862e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.6395 (4.1006)  acc1: 33.2031 (39.1679)  acc5: 57.0312 (62.2407)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [87]  [ 250/1251]  eta: 0:08:06  lr: 2.862e-02  img/s: 5.37e+02  pen: 4.5e-02  loss: 4.1146 (4.0904)  acc1: 41.4062 (39.3457)  acc5: 65.6250 (62.4393)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [87]  [ 260/1251]  eta: 0:08:01  lr: 2.862e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 3.7377 (4.0829)  acc1: 44.9219 (39.4636)  acc5: 66.7969 (62.5644)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [87]  [ 270/1251]  eta: 0:07:56  lr: 2.862e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.7377 (4.0740)  acc1: 44.5312 (39.6074)  acc5: 66.7969 (62.6903)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [87]  [ 280/1251]  eta: 0:07:51  lr: 2.862e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.4439 (4.0721)  acc1: 44.5312 (39.5824)  acc5: 66.7969 (62.6154)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [87]  [ 290/1251]  eta: 0:07:46  lr: 2.862e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.6935 (4.0632)  acc1: 42.9688 (39.6760)  acc5: 67.5781 (62.7242)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [87]  [ 300/1251]  eta: 0:07:40  lr: 2.862e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.8122 (4.0643)  acc1: 42.5781 (39.6569)  acc5: 65.2344 (62.6479)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [87]  [ 310/1251]  eta: 0:07:35  lr: 2.862e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.2825 (4.0716)  acc1: 37.5000 (39.5737)  acc5: 61.3281 (62.5414)  time: 0.4734  data: 0.0004  max mem: 42896
Epoch: [87]  [ 320/1251]  eta: 0:07:30  lr: 2.862e-02  img/s: 5.00e+02  pen: 4.8e-02  loss: 4.4963 (4.0781)  acc1: 36.3281 (39.5553)  acc5: 61.3281 (62.4611)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [87]  [ 330/1251]  eta: 0:07:25  lr: 2.862e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 3.6589 (4.0665)  acc1: 43.7500 (39.7234)  acc5: 65.6250 (62.6121)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [87]  [ 340/1251]  eta: 0:07:20  lr: 2.862e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.9110 (4.0723)  acc1: 42.5781 (39.7097)  acc5: 65.6250 (62.5779)  time: 0.4734  data: 0.0004  max mem: 42896
Epoch: [87]  [ 350/1251]  eta: 0:07:15  lr: 2.862e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.5026 (4.0851)  acc1: 35.9375 (39.4965)  acc5: 58.9844 (62.3242)  time: 0.4735  data: 0.0004  max mem: 42896
Epoch: [87]  [ 360/1251]  eta: 0:07:10  lr: 2.862e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.4545 (4.0831)  acc1: 35.9375 (39.6079)  acc5: 60.1562 (62.4243)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [87]  [ 370/1251]  eta: 0:07:05  lr: 2.862e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.8313 (4.0788)  acc1: 43.7500 (39.6111)  acc5: 68.3594 (62.4400)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [87]  [ 380/1251]  eta: 0:07:00  lr: 2.862e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.8751 (4.0833)  acc1: 42.9688 (39.5659)  acc5: 63.6719 (62.3749)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [87]  [ 390/1251]  eta: 0:06:55  lr: 2.862e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.0689 (4.0759)  acc1: 39.8438 (39.6190)  acc5: 64.0625 (62.4021)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [87]  [ 400/1251]  eta: 0:06:50  lr: 2.862e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8935 (4.0793)  acc1: 43.3594 (39.5837)  acc5: 67.1875 (62.3480)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [87]  [ 410/1251]  eta: 0:06:45  lr: 2.862e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.8553 (4.0695)  acc1: 43.7500 (39.6489)  acc5: 67.1875 (62.4031)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [87]  [ 420/1251]  eta: 0:06:40  lr: 2.862e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.8553 (4.0700)  acc1: 43.3594 (39.6452)  acc5: 64.4531 (62.3961)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [87]  [ 430/1251]  eta: 0:06:35  lr: 2.862e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.0456 (4.0696)  acc1: 42.5781 (39.6534)  acc5: 64.0625 (62.4157)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [87]  [ 440/1251]  eta: 0:06:30  lr: 2.862e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.3963 (4.0800)  acc1: 35.5469 (39.4992)  acc5: 57.4219 (62.2281)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [87]  [ 450/1251]  eta: 0:06:25  lr: 2.862e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.2475 (4.0726)  acc1: 39.4531 (39.5995)  acc5: 62.8906 (62.3510)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [87]  [ 460/1251]  eta: 0:06:20  lr: 2.862e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.2686 (4.0837)  acc1: 39.4531 (39.4455)  acc5: 62.8906 (62.1789)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [87]  [ 470/1251]  eta: 0:06:15  lr: 2.862e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.6493 (4.0921)  acc1: 31.6406 (39.3246)  acc5: 55.8594 (62.0712)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [87]  [ 480/1251]  eta: 0:06:10  lr: 2.862e-02  img/s: 5.10e+02  pen: 4.2e-02  loss: 4.3975 (4.0899)  acc1: 37.8906 (39.3752)  acc5: 60.9375 (62.1094)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [87]  [ 490/1251]  eta: 0:06:05  lr: 2.862e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 3.6477 (4.0865)  acc1: 43.7500 (39.3815)  acc5: 67.9688 (62.1149)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [87]  [ 500/1251]  eta: 0:06:00  lr: 2.862e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.6632 (4.0886)  acc1: 40.6250 (39.3666)  acc5: 66.0156 (62.0946)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [87]  [ 510/1251]  eta: 0:05:56  lr: 2.862e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.7716 (4.0823)  acc1: 39.4531 (39.4271)  acc5: 66.0156 (62.1598)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [87]  [ 520/1251]  eta: 0:05:51  lr: 2.862e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.6192 (4.0796)  acc1: 45.3125 (39.4269)  acc5: 67.9688 (62.1476)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [87]  [ 530/1251]  eta: 0:05:46  lr: 2.862e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0113 (4.0814)  acc1: 41.4062 (39.3877)  acc5: 63.6719 (62.0785)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [87]  [ 540/1251]  eta: 0:05:41  lr: 2.862e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.4484 (4.0827)  acc1: 34.7656 (39.3311)  acc5: 59.7656 (62.0235)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [87]  [ 550/1251]  eta: 0:05:36  lr: 2.862e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.7474 (4.0735)  acc1: 45.7031 (39.4538)  acc5: 67.5781 (62.1484)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [87]  [ 560/1251]  eta: 0:05:31  lr: 2.862e-02  img/s: 5.38e+02  pen: 3.8e-02  loss: 3.7886 (4.0783)  acc1: 46.4844 (39.4148)  acc5: 68.7500 (62.0836)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [87]  [ 570/1251]  eta: 0:05:26  lr: 2.862e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.4688 (4.0702)  acc1: 44.1406 (39.4894)  acc5: 67.5781 (62.1634)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [87]  [ 580/1251]  eta: 0:05:22  lr: 2.862e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.2847 (4.0594)  acc1: 46.0938 (39.6111)  acc5: 67.9688 (62.2546)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [87]  [ 590/1251]  eta: 0:05:17  lr: 2.862e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.5873 (4.0667)  acc1: 44.5312 (39.5205)  acc5: 63.6719 (62.1365)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [87]  [ 600/1251]  eta: 0:05:12  lr: 2.862e-02  img/s: 5.39e+02  pen: 5.0e-02  loss: 4.5189 (4.0650)  acc1: 35.1562 (39.5064)  acc5: 58.2031 (62.1432)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [87]  [ 610/1251]  eta: 0:05:07  lr: 2.862e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.9438 (4.0644)  acc1: 44.5312 (39.5228)  acc5: 64.8438 (62.1669)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [87]  [ 620/1251]  eta: 0:05:02  lr: 2.862e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 3.9621 (4.0656)  acc1: 45.7031 (39.4720)  acc5: 64.4531 (62.1201)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [87]  [ 630/1251]  eta: 0:04:57  lr: 2.862e-02  img/s: 5.38e+02  pen: 4.7e-02  loss: 4.3166 (4.0699)  acc1: 38.6719 (39.4519)  acc5: 61.7188 (62.0828)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [87]  [ 640/1251]  eta: 0:04:52  lr: 2.862e-02  img/s: 5.09e+02  pen: 3.8e-02  loss: 4.3184 (4.0741)  acc1: 38.6719 (39.4062)  acc5: 61.3281 (62.0271)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [87]  [ 650/1251]  eta: 0:04:48  lr: 2.862e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.4784 (4.0739)  acc1: 38.6719 (39.4129)  acc5: 60.5469 (62.0218)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [87]  [ 660/1251]  eta: 0:04:43  lr: 2.862e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.4553 (4.0773)  acc1: 39.4531 (39.3869)  acc5: 59.3750 (61.9918)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [87]  [ 670/1251]  eta: 0:04:38  lr: 2.862e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.2349 (4.0762)  acc1: 37.5000 (39.3623)  acc5: 60.1562 (61.9912)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [87]  [ 680/1251]  eta: 0:04:33  lr: 2.862e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.3881 (4.0795)  acc1: 36.7188 (39.2983)  acc5: 59.3750 (61.9264)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [87]  [ 690/1251]  eta: 0:04:28  lr: 2.862e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.2324 (4.0784)  acc1: 39.8438 (39.3305)  acc5: 62.5000 (61.9375)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [87]  [ 700/1251]  eta: 0:04:23  lr: 2.862e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.8553 (4.0768)  acc1: 45.3125 (39.3590)  acc5: 67.9688 (61.9851)  time: 0.4730  data: 0.0003  max mem: 42896
Epoch: [87]  [ 710/1251]  eta: 0:04:19  lr: 2.862e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.9274 (4.0764)  acc1: 44.9219 (39.3861)  acc5: 66.0156 (61.9929)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [87]  [ 720/1251]  eta: 0:04:14  lr: 2.862e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.1206 (4.0810)  acc1: 41.7969 (39.3524)  acc5: 64.0625 (61.9620)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [87]  [ 730/1251]  eta: 0:04:09  lr: 2.862e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.4562 (4.0791)  acc1: 39.8438 (39.3751)  acc5: 63.2812 (62.0009)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [87]  [ 740/1251]  eta: 0:04:04  lr: 2.862e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.2416 (4.0801)  acc1: 42.9688 (39.3851)  acc5: 64.4531 (62.0219)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [87]  [ 750/1251]  eta: 0:03:59  lr: 2.862e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.1551 (4.0791)  acc1: 43.7500 (39.4240)  acc5: 67.5781 (62.0542)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [87]  [ 760/1251]  eta: 0:03:55  lr: 2.862e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.1551 (4.0802)  acc1: 42.1875 (39.4090)  acc5: 65.6250 (62.0237)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [87]  [ 770/1251]  eta: 0:03:50  lr: 2.862e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2607 (4.0815)  acc1: 39.0625 (39.3761)  acc5: 60.5469 (61.9979)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [87]  [ 780/1251]  eta: 0:03:45  lr: 2.862e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.4610 (4.0745)  acc1: 45.3125 (39.4546)  acc5: 70.7031 (62.0809)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [87]  [ 790/1251]  eta: 0:03:40  lr: 2.862e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 3.2665 (4.0698)  acc1: 46.4844 (39.4862)  acc5: 70.7031 (62.1133)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [87]  [ 800/1251]  eta: 0:03:35  lr: 2.862e-02  img/s: 5.09e+02  pen: 4.3e-02  loss: 3.7808 (4.0714)  acc1: 42.1875 (39.4570)  acc5: 67.9688 (62.0816)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [87]  [ 810/1251]  eta: 0:03:31  lr: 2.862e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.2674 (4.0718)  acc1: 39.0625 (39.4502)  acc5: 61.3281 (62.0684)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [87]  [ 820/1251]  eta: 0:03:26  lr: 2.862e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.7717 (4.0718)  acc1: 39.0625 (39.4189)  acc5: 61.3281 (62.0204)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [87]  [ 830/1251]  eta: 0:03:21  lr: 2.862e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.5940 (4.0776)  acc1: 35.5469 (39.3619)  acc5: 55.4688 (61.9561)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [87]  [ 840/1251]  eta: 0:03:16  lr: 2.862e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.4178 (4.0809)  acc1: 36.3281 (39.3319)  acc5: 60.9375 (61.9231)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [87]  [ 850/1251]  eta: 0:03:11  lr: 2.862e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.1703 (4.0795)  acc1: 39.0625 (39.3283)  acc5: 64.4531 (61.9322)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [87]  [ 860/1251]  eta: 0:03:06  lr: 2.862e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 3.9953 (4.0787)  acc1: 41.7969 (39.3306)  acc5: 67.1875 (61.9470)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [87]  [ 870/1251]  eta: 0:03:02  lr: 2.862e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.3484 (4.0816)  acc1: 39.4531 (39.3123)  acc5: 63.2812 (61.9349)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [87]  [ 880/1251]  eta: 0:02:57  lr: 2.862e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 4.5252 (4.0817)  acc1: 38.2812 (39.3201)  acc5: 60.9375 (61.9418)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [87]  [ 890/1251]  eta: 0:02:52  lr: 2.862e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.3417 (4.0817)  acc1: 38.6719 (39.3181)  acc5: 61.3281 (61.9480)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [87]  [ 900/1251]  eta: 0:02:47  lr: 2.862e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.3576 (4.0837)  acc1: 38.6719 (39.2853)  acc5: 61.3281 (61.9143)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [87]  [ 910/1251]  eta: 0:02:43  lr: 2.862e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 3.9549 (4.0799)  acc1: 39.8438 (39.3223)  acc5: 65.6250 (61.9499)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [87]  [ 920/1251]  eta: 0:02:38  lr: 2.862e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 3.9262 (4.0809)  acc1: 42.9688 (39.3030)  acc5: 68.3594 (61.9283)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [87]  [ 930/1251]  eta: 0:02:33  lr: 2.862e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.2175 (4.0799)  acc1: 41.4062 (39.2874)  acc5: 60.5469 (61.9197)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [87]  [ 940/1251]  eta: 0:02:28  lr: 2.862e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.9852 (4.0785)  acc1: 41.7969 (39.3091)  acc5: 64.8438 (61.9446)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [87]  [ 950/1251]  eta: 0:02:23  lr: 2.862e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.7830 (4.0754)  acc1: 44.1406 (39.3295)  acc5: 67.9688 (61.9771)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [87]  [ 960/1251]  eta: 0:02:19  lr: 2.862e-02  img/s: 5.07e+02  pen: 4.5e-02  loss: 3.9470 (4.0785)  acc1: 42.1875 (39.2877)  acc5: 66.7969 (61.9317)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [87]  [ 970/1251]  eta: 0:02:14  lr: 2.862e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.2250 (4.0781)  acc1: 41.4062 (39.2978)  acc5: 64.0625 (61.9308)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [87]  [ 980/1251]  eta: 0:02:09  lr: 2.862e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.4561 (4.0816)  acc1: 39.8438 (39.2465)  acc5: 60.5469 (61.8677)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [87]  [ 990/1251]  eta: 0:02:04  lr: 2.862e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.3089 (4.0805)  acc1: 39.8438 (39.2517)  acc5: 60.5469 (61.8808)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [87]  [1000/1251]  eta: 0:01:59  lr: 2.862e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 3.8304 (4.0787)  acc1: 43.7500 (39.2939)  acc5: 68.3594 (61.9201)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [87]  [1010/1251]  eta: 0:01:55  lr: 2.862e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3385 (4.0815)  acc1: 41.0156 (39.2638)  acc5: 63.6719 (61.8857)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [87]  [1020/1251]  eta: 0:01:50  lr: 2.862e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.4500 (4.0814)  acc1: 39.4531 (39.2584)  acc5: 62.1094 (61.8741)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [87]  [1030/1251]  eta: 0:01:45  lr: 2.862e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.3276 (4.0812)  acc1: 39.0625 (39.2675)  acc5: 64.8438 (61.8980)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [87]  [1040/1251]  eta: 0:01:40  lr: 2.862e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0599 (4.0786)  acc1: 41.4062 (39.3135)  acc5: 67.5781 (61.9518)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [87]  [1050/1251]  eta: 0:01:36  lr: 2.862e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 3.7189 (4.0772)  acc1: 46.0938 (39.3268)  acc5: 67.9688 (61.9719)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [87]  [1060/1251]  eta: 0:01:31  lr: 2.862e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.1331 (4.0756)  acc1: 44.1406 (39.3570)  acc5: 65.6250 (62.0033)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [87]  [1070/1251]  eta: 0:01:26  lr: 2.862e-02  img/s: 5.38e+02  pen: 4.8e-02  loss: 4.4440 (4.0786)  acc1: 37.8906 (39.3215)  acc5: 60.1562 (61.9671)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [87]  [1080/1251]  eta: 0:01:21  lr: 2.862e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.4145 (4.0791)  acc1: 38.6719 (39.3129)  acc5: 60.1562 (61.9591)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [87]  [1090/1251]  eta: 0:01:16  lr: 2.862e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.2641 (4.0791)  acc1: 40.6250 (39.3181)  acc5: 62.8906 (61.9651)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [87]  [1100/1251]  eta: 0:01:12  lr: 2.862e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2414 (4.0789)  acc1: 40.6250 (39.3286)  acc5: 64.8438 (61.9781)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [87]  [1110/1251]  eta: 0:01:07  lr: 2.862e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.4985 (4.0804)  acc1: 37.1094 (39.2766)  acc5: 63.2812 (61.9248)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [87]  [1120/1251]  eta: 0:01:02  lr: 2.862e-02  img/s: 5.11e+02  pen: 4.3e-02  loss: 4.0540 (4.0784)  acc1: 41.4062 (39.3130)  acc5: 66.0156 (61.9567)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [87]  [1130/1251]  eta: 0:00:57  lr: 2.862e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.0540 (4.0789)  acc1: 42.9688 (39.3257)  acc5: 64.0625 (61.9674)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [87]  [1140/1251]  eta: 0:00:53  lr: 2.862e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3695 (4.0832)  acc1: 39.0625 (39.2689)  acc5: 61.3281 (61.9029)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [87]  [1150/1251]  eta: 0:00:48  lr: 2.862e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3658 (4.0825)  acc1: 40.2344 (39.2838)  acc5: 60.5469 (61.9200)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [87]  [1160/1251]  eta: 0:00:43  lr: 2.862e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.8284 (4.0800)  acc1: 42.5781 (39.3169)  acc5: 67.1875 (61.9681)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [87]  [1170/1251]  eta: 0:00:38  lr: 2.862e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8250 (4.0797)  acc1: 43.3594 (39.3127)  acc5: 69.1406 (61.9746)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [87]  [1180/1251]  eta: 0:00:33  lr: 2.862e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.1132 (4.0794)  acc1: 39.4531 (39.3215)  acc5: 66.4062 (61.9877)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [87]  [1190/1251]  eta: 0:00:29  lr: 2.862e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.1811 (4.0792)  acc1: 40.2344 (39.3419)  acc5: 64.8438 (62.0129)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [87]  [1200/1251]  eta: 0:00:24  lr: 2.862e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.3096 (4.0800)  acc1: 40.2344 (39.3494)  acc5: 62.5000 (62.0251)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [87]  [1210/1251]  eta: 0:00:19  lr: 2.862e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3496 (4.0805)  acc1: 38.6719 (39.3260)  acc5: 62.5000 (61.9949)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [87]  [1220/1251]  eta: 0:00:14  lr: 2.862e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.7946 (4.0789)  acc1: 43.3594 (39.3639)  acc5: 67.1875 (62.0396)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [87]  [1230/1251]  eta: 0:00:10  lr: 2.862e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.7554 (4.0770)  acc1: 44.9219 (39.3957)  acc5: 67.5781 (62.0776)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [87]  [1240/1251]  eta: 0:00:05  lr: 2.862e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 3.7803 (4.0761)  acc1: 43.7500 (39.4131)  acc5: 67.5781 (62.1002)  time: 0.4745  data: 0.0005  max mem: 42896
Epoch: [87]  [1250/1251]  eta: 0:00:00  lr: 2.862e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.6004 (4.0757)  acc1: 44.5312 (39.4322)  acc5: 69.1406 (62.1116)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [87] Total time: 0:09:57
Test:   [ 0/49]  eta: 0:02:26  loss: 2.2040 (2.2040)  acc1: 77.3438 (77.3438)  acc5: 94.9219 (94.9219)  time: 2.9821  data: 2.7331  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 57.774 Acc@5 82.014 Loss: 2.920
Test: EMA  [ 0/49]  eta: 0:02:36  loss: 3.8219 (3.8219)  acc1: 68.7500 (68.7500)  acc5: 87.1094 (87.1094)  time: 3.1906  data: 2.9424  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 49.240 Acc@5 74.074 Loss: nan
Epoch: [88]  [   0/1251]  eta: 1:14:30  lr: 2.858e-02  img/s: 5.01e+02  pen: 4.2e-02  loss: 3.3414 (3.3414)  acc1: 48.0469 (48.0469)  acc5: 70.7031 (70.7031)  time: 3.5738  data: 3.0632  max mem: 42896
Epoch: [88]  [  10/1251]  eta: 0:15:55  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0423 (4.0242)  acc1: 44.1406 (41.5483)  acc5: 67.5781 (62.9972)  time: 0.7698  data: 0.2933  max mem: 42896
Epoch: [88]  [  20/1251]  eta: 0:12:54  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1083 (4.0362)  acc1: 43.7500 (41.4621)  acc5: 66.7969 (63.4487)  time: 0.4815  data: 0.0083  max mem: 42896
Epoch: [88]  [  30/1251]  eta: 0:11:46  lr: 2.858e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.3069 (4.1406)  acc1: 40.2344 (39.9698)  acc5: 62.1094 (61.8196)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [88]  [  40/1251]  eta: 0:11:11  lr: 2.858e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.2120 (4.0427)  acc1: 40.2344 (40.8251)  acc5: 64.0625 (63.2146)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [88]  [  50/1251]  eta: 0:10:46  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 3.5998 (4.0623)  acc1: 43.7500 (40.1578)  acc5: 66.4062 (62.5689)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [88]  [  60/1251]  eta: 0:10:28  lr: 2.858e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.4240 (4.0938)  acc1: 37.1094 (39.2930)  acc5: 59.7656 (61.7956)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [88]  [  70/1251]  eta: 0:10:14  lr: 2.858e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.4240 (4.1239)  acc1: 39.8438 (39.6622)  acc5: 62.8906 (62.2139)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [88]  [  80/1251]  eta: 0:10:02  lr: 2.858e-02  img/s: 5.43e+02  pen: 4.2e-02  loss: 4.3339 (4.1246)  acc1: 40.6250 (39.4001)  acc5: 63.6719 (62.0467)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [88]  [  90/1251]  eta: 0:09:52  lr: 2.858e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.0072 (4.1250)  acc1: 42.5781 (39.4574)  acc5: 63.6719 (62.1952)  time: 0.4733  data: 0.0004  max mem: 42896
Epoch: [88]  [ 100/1251]  eta: 0:09:43  lr: 2.858e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.9631 (4.0820)  acc1: 43.3594 (39.8631)  acc5: 67.9688 (62.5735)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [88]  [ 110/1251]  eta: 0:09:35  lr: 2.858e-02  img/s: 5.38e+02  pen: 4.9e-02  loss: 3.5973 (4.0971)  acc1: 42.9688 (39.3264)  acc5: 67.9688 (61.8841)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [88]  [ 120/1251]  eta: 0:09:27  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.7065 (4.1216)  acc1: 33.2031 (38.7978)  acc5: 55.8594 (61.3249)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [88]  [ 130/1251]  eta: 0:09:20  lr: 2.858e-02  img/s: 5.40e+02  pen: 5.2e-02  loss: 4.5719 (4.1212)  acc1: 35.1562 (38.8359)  acc5: 56.6406 (61.2923)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [88]  [ 140/1251]  eta: 0:09:13  lr: 2.858e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.0369 (4.1170)  acc1: 43.3594 (38.8741)  acc5: 65.2344 (61.3891)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [88]  [ 150/1251]  eta: 0:09:06  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.4737 (4.0775)  acc1: 46.4844 (39.2513)  acc5: 69.1406 (61.7912)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [88]  [ 160/1251]  eta: 0:09:00  lr: 2.858e-02  img/s: 5.08e+02  pen: 4.3e-02  loss: 3.2849 (4.0542)  acc1: 47.6562 (39.5332)  acc5: 70.3125 (62.1725)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [88]  [ 170/1251]  eta: 0:08:53  lr: 2.858e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 3.4921 (4.0423)  acc1: 47.6562 (39.7410)  acc5: 70.7031 (62.3629)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [88]  [ 180/1251]  eta: 0:08:47  lr: 2.858e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 3.4921 (4.0426)  acc1: 45.3125 (39.5912)  acc5: 69.1406 (62.1784)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [88]  [ 190/1251]  eta: 0:08:41  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.8437 (4.0505)  acc1: 44.1406 (39.5247)  acc5: 66.0156 (61.9662)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [88]  [ 200/1251]  eta: 0:08:36  lr: 2.858e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 3.7900 (4.0371)  acc1: 44.5312 (39.6708)  acc5: 67.1875 (62.1638)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [88]  [ 210/1251]  eta: 0:08:30  lr: 2.858e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.6695 (4.0278)  acc1: 44.5312 (39.8086)  acc5: 67.1875 (62.3649)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [88]  [ 220/1251]  eta: 0:08:24  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.7581 (4.0125)  acc1: 44.9219 (40.0877)  acc5: 69.1406 (62.6273)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [88]  [ 230/1251]  eta: 0:08:19  lr: 2.858e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 3.7216 (4.0049)  acc1: 46.0938 (40.1261)  acc5: 69.5312 (62.6792)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [88]  [ 240/1251]  eta: 0:08:13  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.7228 (4.0061)  acc1: 44.9219 (40.1096)  acc5: 67.1875 (62.6929)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [88]  [ 250/1251]  eta: 0:08:08  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0737 (4.0003)  acc1: 42.9688 (40.2048)  acc5: 65.6250 (62.7568)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [88]  [ 260/1251]  eta: 0:08:03  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.1722 (4.0093)  acc1: 43.3594 (39.9889)  acc5: 65.6250 (62.4940)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [88]  [ 270/1251]  eta: 0:07:57  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1508 (4.0102)  acc1: 44.9219 (40.0340)  acc5: 65.6250 (62.5173)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [88]  [ 280/1251]  eta: 0:07:52  lr: 2.858e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.1508 (4.0133)  acc1: 45.7031 (39.9703)  acc5: 68.3594 (62.4819)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [88]  [ 290/1251]  eta: 0:07:47  lr: 2.858e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.1970 (4.0101)  acc1: 42.1875 (40.0639)  acc5: 66.7969 (62.6087)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [88]  [ 300/1251]  eta: 0:07:41  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.5281 (4.0018)  acc1: 44.1406 (40.2227)  acc5: 68.3594 (62.7738)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [88]  [ 310/1251]  eta: 0:07:36  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.3787 (3.9872)  acc1: 46.4844 (40.4140)  acc5: 69.9219 (62.9924)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [88]  [ 320/1251]  eta: 0:07:31  lr: 2.858e-02  img/s: 5.07e+02  pen: 4.8e-02  loss: 3.7060 (3.9908)  acc1: 44.9219 (40.4473)  acc5: 68.7500 (62.9941)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [88]  [ 330/1251]  eta: 0:07:26  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2633 (3.9966)  acc1: 40.2344 (40.3831)  acc5: 62.1094 (62.8977)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [88]  [ 340/1251]  eta: 0:07:21  lr: 2.858e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.4615 (4.0063)  acc1: 37.8906 (40.3031)  acc5: 61.3281 (62.8712)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [88]  [ 350/1251]  eta: 0:07:16  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.7904 (3.9985)  acc1: 40.6250 (40.4202)  acc5: 64.4531 (63.0097)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [88]  [ 360/1251]  eta: 0:07:11  lr: 2.858e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.6935 (3.9964)  acc1: 46.4844 (40.4584)  acc5: 69.9219 (63.0886)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [88]  [ 370/1251]  eta: 0:07:06  lr: 2.858e-02  img/s: 5.38e+02  pen: 5.0e-02  loss: 4.0766 (4.0017)  acc1: 42.1875 (40.3870)  acc5: 64.4531 (63.0138)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [88]  [ 380/1251]  eta: 0:07:01  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.1203 (4.0014)  acc1: 40.6250 (40.3800)  acc5: 64.4531 (63.0383)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [88]  [ 390/1251]  eta: 0:06:56  lr: 2.858e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.9196 (3.9994)  acc1: 43.7500 (40.4132)  acc5: 68.3594 (63.0854)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [88]  [ 400/1251]  eta: 0:06:51  lr: 2.858e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.1905 (4.0068)  acc1: 41.7969 (40.3464)  acc5: 65.6250 (63.0221)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [88]  [ 410/1251]  eta: 0:06:46  lr: 2.858e-02  img/s: 5.38e+02  pen: 3.9e-02  loss: 4.3313 (4.0132)  acc1: 38.2812 (40.3047)  acc5: 61.3281 (63.0066)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [88]  [ 420/1251]  eta: 0:06:41  lr: 2.858e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.9717 (4.0078)  acc1: 41.7969 (40.3346)  acc5: 64.8438 (63.0409)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [88]  [ 430/1251]  eta: 0:06:36  lr: 2.858e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.7338 (4.0090)  acc1: 42.5781 (40.3159)  acc5: 64.8438 (63.0003)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [88]  [ 440/1251]  eta: 0:06:31  lr: 2.858e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.1929 (4.0112)  acc1: 41.7969 (40.2795)  acc5: 62.8906 (63.0005)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [88]  [ 450/1251]  eta: 0:06:26  lr: 2.858e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.3450 (4.0173)  acc1: 38.6719 (40.1833)  acc5: 62.5000 (62.8750)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [88]  [ 460/1251]  eta: 0:06:21  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.5750 (4.0229)  acc1: 32.4219 (40.1191)  acc5: 55.8594 (62.8000)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [88]  [ 470/1251]  eta: 0:06:16  lr: 2.858e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.3961 (4.0244)  acc1: 35.5469 (40.0627)  acc5: 61.3281 (62.7812)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [88]  [ 480/1251]  eta: 0:06:11  lr: 2.858e-02  img/s: 5.07e+02  pen: 4.4e-02  loss: 4.3438 (4.0257)  acc1: 37.1094 (40.0606)  acc5: 61.3281 (62.7558)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [88]  [ 490/1251]  eta: 0:06:06  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.2197 (4.0254)  acc1: 40.2344 (40.0498)  acc5: 61.3281 (62.7498)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [88]  [ 500/1251]  eta: 0:06:01  lr: 2.858e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.8107 (4.0204)  acc1: 43.3594 (40.1260)  acc5: 67.9688 (62.8696)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [88]  [ 510/1251]  eta: 0:05:56  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 3.8107 (4.0194)  acc1: 43.7500 (40.1533)  acc5: 68.3594 (62.8899)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [88]  [ 520/1251]  eta: 0:05:51  lr: 2.858e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.2424 (4.0218)  acc1: 37.5000 (40.0897)  acc5: 66.0156 (62.8636)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [88]  [ 530/1251]  eta: 0:05:47  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4405 (4.0261)  acc1: 36.7188 (40.0255)  acc5: 58.9844 (62.7987)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [88]  [ 540/1251]  eta: 0:05:42  lr: 2.858e-02  img/s: 5.37e+02  pen: 4.3e-02  loss: 3.4985 (4.0196)  acc1: 37.8906 (40.0582)  acc5: 62.1094 (62.8314)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [88]  [ 550/1251]  eta: 0:05:37  lr: 2.858e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 3.4082 (4.0203)  acc1: 41.4062 (40.0345)  acc5: 67.9688 (62.7999)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [88]  [ 560/1251]  eta: 0:05:32  lr: 2.858e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.6284 (4.0166)  acc1: 40.6250 (40.0283)  acc5: 67.1875 (62.7980)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [88]  [ 570/1251]  eta: 0:05:27  lr: 2.858e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.5055 (4.0158)  acc1: 42.5781 (40.0394)  acc5: 68.3594 (62.7880)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [88]  [ 580/1251]  eta: 0:05:22  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.8435 (4.0149)  acc1: 44.9219 (40.0643)  acc5: 67.5781 (62.8288)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [88]  [ 590/1251]  eta: 0:05:17  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0220 (4.0169)  acc1: 42.9688 (40.0870)  acc5: 67.5781 (62.8358)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [88]  [ 600/1251]  eta: 0:05:12  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.0894 (4.0192)  acc1: 42.1875 (40.0348)  acc5: 65.2344 (62.7808)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [88]  [ 610/1251]  eta: 0:05:08  lr: 2.858e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.1363 (4.0216)  acc1: 37.5000 (40.0036)  acc5: 63.6719 (62.7513)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [88]  [ 620/1251]  eta: 0:05:03  lr: 2.858e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.9208 (4.0183)  acc1: 43.7500 (40.0614)  acc5: 66.7969 (62.8051)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [88]  [ 630/1251]  eta: 0:04:58  lr: 2.858e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.2046 (4.0237)  acc1: 40.2344 (39.9725)  acc5: 61.7188 (62.7000)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [88]  [ 640/1251]  eta: 0:04:53  lr: 2.858e-02  img/s: 5.09e+02  pen: 4.3e-02  loss: 4.2688 (4.0222)  acc1: 40.6250 (40.0059)  acc5: 64.0625 (62.7115)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [88]  [ 650/1251]  eta: 0:04:48  lr: 2.858e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.9965 (4.0237)  acc1: 44.1406 (39.9926)  acc5: 65.6250 (62.7130)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [88]  [ 660/1251]  eta: 0:04:43  lr: 2.858e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.7263 (4.0186)  acc1: 42.5781 (40.0287)  acc5: 66.4062 (62.7707)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [88]  [ 670/1251]  eta: 0:04:38  lr: 2.858e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.5130 (4.0127)  acc1: 44.5312 (40.1011)  acc5: 69.9219 (62.8580)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [88]  [ 680/1251]  eta: 0:04:34  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.6758 (4.0142)  acc1: 44.5312 (40.0663)  acc5: 66.4062 (62.8241)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [88]  [ 690/1251]  eta: 0:04:29  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.2030 (4.0161)  acc1: 37.5000 (40.0354)  acc5: 65.2344 (62.8002)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [88]  [ 700/1251]  eta: 0:04:24  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.1926 (4.0161)  acc1: 41.4062 (40.0544)  acc5: 65.2344 (62.8215)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [88]  [ 710/1251]  eta: 0:04:19  lr: 2.858e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2355 (4.0211)  acc1: 40.2344 (39.9959)  acc5: 62.8906 (62.7692)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [88]  [ 720/1251]  eta: 0:04:14  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8736 (4.0176)  acc1: 43.7500 (40.0610)  acc5: 66.4062 (62.8354)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [88]  [ 730/1251]  eta: 0:04:09  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8736 (4.0218)  acc1: 40.6250 (39.9779)  acc5: 66.4062 (62.7720)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [88]  [ 740/1251]  eta: 0:04:05  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.5803 (4.0257)  acc1: 33.5938 (39.9244)  acc5: 57.0312 (62.7388)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [88]  [ 750/1251]  eta: 0:04:00  lr: 2.858e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 3.6025 (4.0187)  acc1: 41.0156 (40.0190)  acc5: 65.2344 (62.8464)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [88]  [ 760/1251]  eta: 0:03:55  lr: 2.858e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.4905 (4.0203)  acc1: 46.0938 (40.0101)  acc5: 68.7500 (62.8208)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [88]  [ 770/1251]  eta: 0:03:50  lr: 2.858e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.2394 (4.0257)  acc1: 37.8906 (39.9436)  acc5: 65.2344 (62.7584)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [88]  [ 780/1251]  eta: 0:03:45  lr: 2.858e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 4.2704 (4.0271)  acc1: 37.5000 (39.9293)  acc5: 64.4531 (62.7151)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [88]  [ 790/1251]  eta: 0:03:40  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.1148 (4.0277)  acc1: 39.4531 (39.9040)  acc5: 64.4531 (62.6931)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [88]  [ 800/1251]  eta: 0:03:36  lr: 2.858e-02  img/s: 5.06e+02  pen: 4.6e-02  loss: 4.4612 (4.0327)  acc1: 36.3281 (39.8550)  acc5: 59.3750 (62.6053)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [88]  [ 810/1251]  eta: 0:03:31  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6121 (4.0371)  acc1: 36.3281 (39.8153)  acc5: 57.8125 (62.5376)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [88]  [ 820/1251]  eta: 0:03:26  lr: 2.858e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.0985 (4.0321)  acc1: 44.5312 (39.8742)  acc5: 64.8438 (62.5952)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [88]  [ 830/1251]  eta: 0:03:21  lr: 2.858e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.3902 (4.0318)  acc1: 45.3125 (39.8823)  acc5: 68.3594 (62.6133)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [88]  [ 840/1251]  eta: 0:03:16  lr: 2.858e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.4105 (4.0325)  acc1: 38.2812 (39.8856)  acc5: 63.2812 (62.6217)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [88]  [ 850/1251]  eta: 0:03:12  lr: 2.858e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.3922 (4.0260)  acc1: 44.5312 (39.9681)  acc5: 70.3125 (62.7006)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [88]  [ 860/1251]  eta: 0:03:07  lr: 2.858e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.1809 (4.0188)  acc1: 49.2188 (40.0479)  acc5: 71.8750 (62.7885)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [88]  [ 870/1251]  eta: 0:03:02  lr: 2.858e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.1988 (4.0144)  acc1: 47.6562 (40.0922)  acc5: 70.7031 (62.8485)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [88]  [ 880/1251]  eta: 0:02:57  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.5000 (4.0148)  acc1: 44.1406 (40.1022)  acc5: 66.0156 (62.8605)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [88]  [ 890/1251]  eta: 0:02:52  lr: 2.858e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.0951 (4.0135)  acc1: 43.7500 (40.1410)  acc5: 66.0156 (62.9086)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [88]  [ 900/1251]  eta: 0:02:48  lr: 2.858e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.1226 (4.0170)  acc1: 43.7500 (40.0852)  acc5: 65.6250 (62.8464)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [88]  [ 910/1251]  eta: 0:02:43  lr: 2.858e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.2024 (4.0188)  acc1: 37.5000 (40.0701)  acc5: 61.3281 (62.8357)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [88]  [ 920/1251]  eta: 0:02:38  lr: 2.858e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.0165 (4.0191)  acc1: 42.5781 (40.0830)  acc5: 68.3594 (62.8457)  time: 0.4733  data: 0.0004  max mem: 42896
Epoch: [88]  [ 930/1251]  eta: 0:02:33  lr: 2.858e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 3.9769 (4.0174)  acc1: 44.1406 (40.0833)  acc5: 68.3594 (62.8571)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [88]  [ 940/1251]  eta: 0:02:28  lr: 2.858e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.4709 (4.0197)  acc1: 36.7188 (40.0596)  acc5: 58.5938 (62.8350)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [88]  [ 950/1251]  eta: 0:02:24  lr: 2.858e-02  img/s: 5.38e+02  pen: 4.7e-02  loss: 4.6475 (4.0257)  acc1: 33.9844 (39.9957)  acc5: 56.6406 (62.7391)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [88]  [ 960/1251]  eta: 0:02:19  lr: 2.858e-02  img/s: 5.05e+02  pen: 4.9e-02  loss: 4.1653 (4.0241)  acc1: 42.1875 (40.0279)  acc5: 66.4062 (62.7675)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [88]  [ 970/1251]  eta: 0:02:14  lr: 2.858e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 3.5246 (4.0223)  acc1: 46.0938 (40.0425)  acc5: 67.9688 (62.7687)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [88]  [ 980/1251]  eta: 0:02:09  lr: 2.858e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 3.8214 (4.0254)  acc1: 42.9688 (39.9911)  acc5: 65.2344 (62.7019)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [88]  [ 990/1251]  eta: 0:02:04  lr: 2.858e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.0265 (4.0238)  acc1: 43.7500 (40.0223)  acc5: 64.8438 (62.7420)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [88]  [1000/1251]  eta: 0:02:00  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.7291 (4.0237)  acc1: 45.7031 (40.0369)  acc5: 68.7500 (62.7572)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [88]  [1010/1251]  eta: 0:01:55  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.4548 (4.0230)  acc1: 44.1406 (40.0543)  acc5: 67.9688 (62.7797)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [88]  [1020/1251]  eta: 0:01:50  lr: 2.858e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.1009 (4.0248)  acc1: 39.0625 (40.0236)  acc5: 66.0156 (62.7487)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [88]  [1030/1251]  eta: 0:01:45  lr: 2.858e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.6548 (4.0264)  acc1: 35.9375 (39.9976)  acc5: 58.5938 (62.7296)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [88]  [1040/1251]  eta: 0:01:40  lr: 2.858e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.4776 (4.0232)  acc1: 45.3125 (40.0396)  acc5: 68.7500 (62.7743)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [88]  [1050/1251]  eta: 0:01:36  lr: 2.858e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 3.4488 (4.0240)  acc1: 45.3125 (40.0240)  acc5: 68.7500 (62.7583)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [88]  [1060/1251]  eta: 0:01:31  lr: 2.858e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.8060 (4.0234)  acc1: 40.6250 (40.0429)  acc5: 64.4531 (62.7743)  time: 0.4771  data: 0.0003  max mem: 42896
Epoch: [88]  [1070/1251]  eta: 0:01:26  lr: 2.858e-02  img/s: 5.39e+02  pen: 5.2e-02  loss: 4.2473 (4.0264)  acc1: 38.6719 (40.0133)  acc5: 62.5000 (62.7524)  time: 0.4771  data: 0.0003  max mem: 42896
Epoch: [88]  [1080/1251]  eta: 0:01:21  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1835 (4.0252)  acc1: 38.6719 (40.0342)  acc5: 64.8438 (62.7779)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [88]  [1090/1251]  eta: 0:01:16  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.5989 (4.0218)  acc1: 44.5312 (40.0614)  acc5: 67.9688 (62.8108)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [88]  [1100/1251]  eta: 0:01:12  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.2882 (4.0185)  acc1: 48.0469 (40.1120)  acc5: 70.3125 (62.8566)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [88]  [1110/1251]  eta: 0:01:07  lr: 2.858e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 3.4272 (4.0185)  acc1: 48.0469 (40.1018)  acc5: 69.1406 (62.8365)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [88]  [1120/1251]  eta: 0:01:02  lr: 2.858e-02  img/s: 4.86e+02  pen: 4.8e-02  loss: 4.0528 (4.0187)  acc1: 36.7188 (40.0884)  acc5: 62.1094 (62.8338)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [88]  [1130/1251]  eta: 0:00:57  lr: 2.858e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.3038 (4.0190)  acc1: 37.8906 (40.0828)  acc5: 61.7188 (62.8143)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [88]  [1140/1251]  eta: 0:00:53  lr: 2.858e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 3.6456 (4.0169)  acc1: 44.5312 (40.1091)  acc5: 67.5781 (62.8560)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [88]  [1150/1251]  eta: 0:00:48  lr: 2.858e-02  img/s: 5.38e+02  pen: 4.7e-02  loss: 3.6832 (4.0157)  acc1: 44.9219 (40.1346)  acc5: 70.3125 (62.8855)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [88]  [1160/1251]  eta: 0:00:43  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.1063 (4.0160)  acc1: 44.5312 (40.1523)  acc5: 65.2344 (62.8970)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [88]  [1170/1251]  eta: 0:00:38  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3049 (4.0189)  acc1: 41.7969 (40.1296)  acc5: 65.2344 (62.8816)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [88]  [1180/1251]  eta: 0:00:33  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.1579 (4.0191)  acc1: 41.4062 (40.1371)  acc5: 65.2344 (62.8906)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [88]  [1190/1251]  eta: 0:00:29  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.2284 (4.0220)  acc1: 39.0625 (40.1022)  acc5: 60.9375 (62.8677)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [88]  [1200/1251]  eta: 0:00:24  lr: 2.858e-02  img/s: 5.38e+02  pen: 4.8e-02  loss: 4.6301 (4.0228)  acc1: 35.1562 (40.0783)  acc5: 57.4219 (62.8327)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [88]  [1210/1251]  eta: 0:00:19  lr: 2.858e-02  img/s: 5.37e+02  pen: 3.9e-02  loss: 3.9041 (4.0227)  acc1: 40.2344 (40.0712)  acc5: 62.8906 (62.8293)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [88]  [1220/1251]  eta: 0:00:14  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.0285 (4.0235)  acc1: 43.7500 (40.0760)  acc5: 67.5781 (62.8337)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [88]  [1230/1251]  eta: 0:00:10  lr: 2.858e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 3.7960 (4.0213)  acc1: 43.7500 (40.1049)  acc5: 67.5781 (62.8643)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [88]  [1240/1251]  eta: 0:00:05  lr: 2.858e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.7387 (4.0211)  acc1: 43.3594 (40.1154)  acc5: 66.4062 (62.8610)  time: 0.4739  data: 0.0007  max mem: 42896
Epoch: [88]  [1250/1251]  eta: 0:00:00  lr: 2.858e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.1928 (4.0214)  acc1: 44.1406 (40.1057)  acc5: 65.2344 (62.8466)  time: 0.4751  data: 0.0006  max mem: 42896
Epoch: [88] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:26  loss: 2.2507 (2.2507)  acc1: 75.3906 (75.3906)  acc5: 91.4062 (91.4062)  time: 2.9905  data: 2.7388  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 58.424 Acc@5 82.126 Loss: 2.881
Test: EMA  [ 0/49]  eta: 0:02:16  loss: 3.4667 (3.4667)  acc1: 69.5312 (69.5312)  acc5: 88.2812 (88.2812)  time: 2.7794  data: 2.5283  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 50.042 Acc@5 74.850 Loss: nan
Epoch: [89]  [   0/1251]  eta: 1:26:28  lr: 2.855e-02  img/s: 5.06e+02  pen: 4.7e-02  loss: 3.0731 (3.0731)  acc1: 53.9062 (53.9062)  acc5: 74.2188 (74.2188)  time: 4.1475  data: 3.6415  max mem: 42896
Epoch: [89]  [  10/1251]  eta: 0:16:45  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7789 (4.0137)  acc1: 43.7500 (42.3295)  acc5: 68.7500 (64.4531)  time: 0.8102  data: 0.3314  max mem: 42896
Epoch: [89]  [  20/1251]  eta: 0:13:19  lr: 2.855e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 3.7789 (4.0319)  acc1: 42.9688 (40.9040)  acc5: 66.7969 (63.2626)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [89]  [  30/1251]  eta: 0:12:04  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.7479 (4.0412)  acc1: 42.5781 (39.9950)  acc5: 67.9688 (62.4118)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [89]  [  40/1251]  eta: 0:11:23  lr: 2.855e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.9501 (4.0544)  acc1: 39.8438 (39.7389)  acc5: 68.3594 (62.3380)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [89]  [  50/1251]  eta: 0:10:56  lr: 2.855e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.9501 (4.0196)  acc1: 40.6250 (39.7365)  acc5: 66.7969 (62.5383)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [89]  [  60/1251]  eta: 0:10:37  lr: 2.855e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.0532 (4.0817)  acc1: 40.6250 (38.8704)  acc5: 66.7969 (61.2961)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [89]  [  70/1251]  eta: 0:10:22  lr: 2.855e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.4932 (4.1039)  acc1: 37.8906 (39.0735)  acc5: 60.9375 (61.4327)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [89]  [  80/1251]  eta: 0:10:09  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4932 (4.1641)  acc1: 37.8906 (38.4790)  acc5: 60.9375 (60.5083)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [89]  [  90/1251]  eta: 0:09:58  lr: 2.855e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.6124 (4.2080)  acc1: 33.5938 (38.1181)  acc5: 56.2500 (60.3151)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [89]  [ 100/1251]  eta: 0:09:48  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6124 (4.1946)  acc1: 34.3750 (38.2310)  acc5: 57.4219 (60.4347)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [89]  [ 110/1251]  eta: 0:09:39  lr: 2.855e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.2088 (4.1824)  acc1: 42.1875 (38.4713)  acc5: 66.4062 (60.7721)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [89]  [ 120/1251]  eta: 0:09:31  lr: 2.855e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.1197 (4.1693)  acc1: 42.1875 (38.3684)  acc5: 69.1406 (60.6244)  time: 0.4734  data: 0.0004  max mem: 42896
Epoch: [89]  [ 130/1251]  eta: 0:09:23  lr: 2.855e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.7504 (4.1684)  acc1: 41.7969 (38.2335)  acc5: 69.1406 (60.4455)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [89]  [ 140/1251]  eta: 0:09:16  lr: 2.855e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.7504 (4.1454)  acc1: 43.7500 (38.6857)  acc5: 68.7500 (60.9292)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [89]  [ 150/1251]  eta: 0:09:09  lr: 2.855e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.0629 (4.1402)  acc1: 43.7500 (38.8349)  acc5: 67.9688 (61.1367)  time: 0.4733  data: 0.0004  max mem: 42896
Epoch: [89]  [ 160/1251]  eta: 0:09:02  lr: 2.855e-02  img/s: 5.05e+02  pen: 4.4e-02  loss: 4.1445 (4.1306)  acc1: 41.0156 (38.9873)  acc5: 65.6250 (61.3014)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [89]  [ 170/1251]  eta: 0:08:56  lr: 2.855e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.1775 (4.1322)  acc1: 39.8438 (38.8226)  acc5: 62.5000 (61.1065)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [89]  [ 180/1251]  eta: 0:08:50  lr: 2.855e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.1775 (4.1280)  acc1: 41.7969 (38.9352)  acc5: 62.5000 (61.2634)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [89]  [ 190/1251]  eta: 0:08:43  lr: 2.855e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.3231 (4.1291)  acc1: 41.4062 (38.9030)  acc5: 64.4531 (61.2484)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [89]  [ 200/1251]  eta: 0:08:38  lr: 2.855e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3231 (4.1263)  acc1: 41.0156 (38.9245)  acc5: 64.4531 (61.3417)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [89]  [ 210/1251]  eta: 0:08:32  lr: 2.855e-02  img/s: 5.38e+02  pen: 4.8e-02  loss: 4.1889 (4.1250)  acc1: 41.0156 (38.9366)  acc5: 65.2344 (61.3429)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [89]  [ 220/1251]  eta: 0:08:26  lr: 2.855e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 3.9852 (4.1149)  acc1: 42.9688 (39.0148)  acc5: 67.9688 (61.4978)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [89]  [ 230/1251]  eta: 0:08:20  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.9852 (4.1116)  acc1: 42.9688 (39.0726)  acc5: 65.6250 (61.5885)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [89]  [ 240/1251]  eta: 0:08:15  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.2076 (4.1099)  acc1: 41.0156 (39.0836)  acc5: 65.6250 (61.5794)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [89]  [ 250/1251]  eta: 0:08:09  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.7575 (4.0983)  acc1: 44.1406 (39.2057)  acc5: 67.1875 (61.7079)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [89]  [ 260/1251]  eta: 0:08:04  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.0096 (4.1069)  acc1: 42.1875 (39.0879)  acc5: 67.1875 (61.6245)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [89]  [ 270/1251]  eta: 0:07:59  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.8120 (4.0843)  acc1: 44.5312 (39.4070)  acc5: 67.9688 (61.9825)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [89]  [ 280/1251]  eta: 0:07:53  lr: 2.855e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.6147 (4.0816)  acc1: 47.2656 (39.5199)  acc5: 69.9219 (62.1177)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [89]  [ 290/1251]  eta: 0:07:48  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.3458 (4.0873)  acc1: 40.6250 (39.4343)  acc5: 62.1094 (61.9953)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [89]  [ 300/1251]  eta: 0:07:43  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3823 (4.0867)  acc1: 40.2344 (39.4064)  acc5: 59.7656 (61.9498)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [89]  [ 310/1251]  eta: 0:07:37  lr: 2.855e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.5054 (4.0738)  acc1: 45.3125 (39.5687)  acc5: 69.1406 (62.1558)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [89]  [ 320/1251]  eta: 0:07:32  lr: 2.855e-02  img/s: 5.07e+02  pen: 4.8e-02  loss: 3.4969 (4.0725)  acc1: 45.7031 (39.5675)  acc5: 69.5312 (62.1605)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [89]  [ 330/1251]  eta: 0:07:27  lr: 2.855e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.0998 (4.0745)  acc1: 43.7500 (39.5759)  acc5: 64.8438 (62.1873)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [89]  [ 340/1251]  eta: 0:07:22  lr: 2.855e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.1116 (4.0812)  acc1: 42.9688 (39.5104)  acc5: 64.8438 (62.1105)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [89]  [ 350/1251]  eta: 0:07:17  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.1818 (4.0841)  acc1: 41.7969 (39.5366)  acc5: 65.2344 (62.1450)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [89]  [ 360/1251]  eta: 0:07:12  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0816 (4.0808)  acc1: 42.9688 (39.5938)  acc5: 65.6250 (62.1992)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [89]  [ 370/1251]  eta: 0:07:07  lr: 2.855e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.8063 (4.0761)  acc1: 44.9219 (39.5384)  acc5: 67.5781 (62.1578)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [89]  [ 380/1251]  eta: 0:07:02  lr: 2.855e-02  img/s: 5.38e+02  pen: 4.9e-02  loss: 4.0718 (4.0774)  acc1: 41.7969 (39.5167)  acc5: 66.0156 (62.1555)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [89]  [ 390/1251]  eta: 0:06:57  lr: 2.855e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 3.7139 (4.0649)  acc1: 46.0938 (39.6729)  acc5: 68.7500 (62.2842)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [89]  [ 400/1251]  eta: 0:06:52  lr: 2.855e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 3.2033 (4.0623)  acc1: 46.8750 (39.6928)  acc5: 68.3594 (62.2652)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [89]  [ 410/1251]  eta: 0:06:46  lr: 2.855e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.2381 (4.0692)  acc1: 40.2344 (39.6622)  acc5: 61.3281 (62.2396)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [89]  [ 420/1251]  eta: 0:06:42  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.1352 (4.0652)  acc1: 43.7500 (39.7769)  acc5: 67.5781 (62.3599)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [89]  [ 430/1251]  eta: 0:06:36  lr: 2.855e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.7036 (4.0689)  acc1: 43.7500 (39.7169)  acc5: 68.3594 (62.3097)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [89]  [ 440/1251]  eta: 0:06:31  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0303 (4.0675)  acc1: 40.2344 (39.6923)  acc5: 64.8438 (62.2812)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [89]  [ 450/1251]  eta: 0:06:27  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.1660 (4.0707)  acc1: 41.0156 (39.7043)  acc5: 65.2344 (62.2913)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [89]  [ 460/1251]  eta: 0:06:22  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0371 (4.0682)  acc1: 42.5781 (39.7488)  acc5: 66.0156 (62.3526)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [89]  [ 470/1251]  eta: 0:06:17  lr: 2.855e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.0371 (4.0740)  acc1: 40.2344 (39.6430)  acc5: 63.2812 (62.2147)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [89]  [ 480/1251]  eta: 0:06:12  lr: 2.855e-02  img/s: 5.10e+02  pen: 4.4e-02  loss: 4.4335 (4.0770)  acc1: 34.3750 (39.6123)  acc5: 59.3750 (62.1825)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [89]  [ 490/1251]  eta: 0:06:07  lr: 2.855e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.2892 (4.0777)  acc1: 35.1562 (39.5908)  acc5: 63.6719 (62.1770)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [89]  [ 500/1251]  eta: 0:06:02  lr: 2.855e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.2865 (4.0807)  acc1: 40.2344 (39.5584)  acc5: 63.2812 (62.1164)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [89]  [ 510/1251]  eta: 0:05:57  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.2072 (4.0765)  acc1: 44.1406 (39.6435)  acc5: 64.8438 (62.2217)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [89]  [ 520/1251]  eta: 0:05:52  lr: 2.855e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 3.8732 (4.0735)  acc1: 46.8750 (39.6885)  acc5: 67.5781 (62.2781)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [89]  [ 530/1251]  eta: 0:05:47  lr: 2.855e-02  img/s: 5.36e+02  pen: 4.5e-02  loss: 3.4953 (4.0703)  acc1: 44.9219 (39.7187)  acc5: 67.9688 (62.3279)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [89]  [ 540/1251]  eta: 0:05:42  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.4567 (4.0615)  acc1: 45.3125 (39.8127)  acc5: 71.4844 (62.4690)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [89]  [ 550/1251]  eta: 0:05:37  lr: 2.855e-02  img/s: 5.40e+02  pen: 5.2e-02  loss: 3.6686 (4.0643)  acc1: 44.9219 (39.7899)  acc5: 69.5312 (62.4553)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [89]  [ 560/1251]  eta: 0:05:32  lr: 2.855e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 4.1534 (4.0628)  acc1: 42.5781 (39.8055)  acc5: 65.2344 (62.4819)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [89]  [ 570/1251]  eta: 0:05:27  lr: 2.855e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 3.9179 (4.0601)  acc1: 41.0156 (39.8171)  acc5: 64.8438 (62.4808)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [89]  [ 580/1251]  eta: 0:05:23  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.9323 (4.0595)  acc1: 42.9688 (39.7826)  acc5: 66.7969 (62.4556)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [89]  [ 590/1251]  eta: 0:05:18  lr: 2.855e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.5997 (4.0562)  acc1: 44.9219 (39.8100)  acc5: 67.5781 (62.4769)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [89]  [ 600/1251]  eta: 0:05:13  lr: 2.855e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.6694 (4.0698)  acc1: 32.0312 (39.6546)  acc5: 55.0781 (62.2894)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [89]  [ 610/1251]  eta: 0:05:08  lr: 2.855e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.6794 (4.0744)  acc1: 31.2500 (39.6085)  acc5: 56.2500 (62.2494)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [89]  [ 620/1251]  eta: 0:05:03  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.5671 (4.0824)  acc1: 36.3281 (39.4839)  acc5: 58.5938 (62.1188)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [89]  [ 630/1251]  eta: 0:04:58  lr: 2.855e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.5617 (4.0847)  acc1: 36.7188 (39.4680)  acc5: 58.5938 (62.0927)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [89]  [ 640/1251]  eta: 0:04:53  lr: 2.855e-02  img/s: 5.09e+02  pen: 4.5e-02  loss: 4.3001 (4.0863)  acc1: 40.6250 (39.4824)  acc5: 65.2344 (62.0911)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [89]  [ 650/1251]  eta: 0:04:48  lr: 2.855e-02  img/s: 5.37e+02  pen: 4.4e-02  loss: 4.1598 (4.0851)  acc1: 42.1875 (39.4711)  acc5: 65.2344 (62.0476)  time: 0.4778  data: 0.0003  max mem: 42896
Epoch: [89]  [ 660/1251]  eta: 0:04:44  lr: 2.855e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.5514 (4.0824)  acc1: 43.7500 (39.4756)  acc5: 67.5781 (62.0355)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [89]  [ 670/1251]  eta: 0:04:39  lr: 2.855e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.2229 (4.0860)  acc1: 39.0625 (39.4782)  acc5: 62.8906 (62.0244)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [89]  [ 680/1251]  eta: 0:04:34  lr: 2.855e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 4.2229 (4.0819)  acc1: 39.0625 (39.4847)  acc5: 62.8906 (62.0658)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [89]  [ 690/1251]  eta: 0:04:29  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.5013 (4.0875)  acc1: 36.7188 (39.4119)  acc5: 60.1562 (61.9924)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [89]  [ 700/1251]  eta: 0:04:24  lr: 2.855e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.5333 (4.0891)  acc1: 34.3750 (39.3851)  acc5: 57.0312 (61.9912)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [89]  [ 710/1251]  eta: 0:04:19  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.1651 (4.0878)  acc1: 42.9688 (39.3855)  acc5: 64.8438 (61.9808)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [89]  [ 720/1251]  eta: 0:04:15  lr: 2.855e-02  img/s: 5.38e+02  pen: 4.9e-02  loss: 4.2264 (4.0908)  acc1: 36.3281 (39.3350)  acc5: 61.7188 (61.9458)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [89]  [ 730/1251]  eta: 0:04:10  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2092 (4.0875)  acc1: 37.8906 (39.3890)  acc5: 61.7188 (61.9929)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [89]  [ 740/1251]  eta: 0:04:05  lr: 2.855e-02  img/s: 5.39e+02  pen: 5.0e-02  loss: 3.6038 (4.0860)  acc1: 45.7031 (39.3909)  acc5: 69.1406 (61.9913)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [89]  [ 750/1251]  eta: 0:04:00  lr: 2.855e-02  img/s: 5.38e+02  pen: 4.7e-02  loss: 4.4820 (4.0896)  acc1: 39.8438 (39.3579)  acc5: 62.1094 (61.9362)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [89]  [ 760/1251]  eta: 0:03:55  lr: 2.855e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.3660 (4.0918)  acc1: 41.0156 (39.3356)  acc5: 62.5000 (61.9020)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [89]  [ 770/1251]  eta: 0:03:50  lr: 2.855e-02  img/s: 5.37e+02  pen: 4.6e-02  loss: 4.0390 (4.0903)  acc1: 39.8438 (39.3579)  acc5: 66.4062 (61.9163)  time: 0.4772  data: 0.0004  max mem: 42896
Epoch: [89]  [ 780/1251]  eta: 0:03:46  lr: 2.855e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.2322 (4.0905)  acc1: 41.7969 (39.3716)  acc5: 63.6719 (61.9313)  time: 0.4774  data: 0.0004  max mem: 42896
Epoch: [89]  [ 790/1251]  eta: 0:03:41  lr: 2.855e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 4.2645 (4.0911)  acc1: 42.9688 (39.3484)  acc5: 63.6719 (61.9049)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [89]  [ 800/1251]  eta: 0:03:36  lr: 2.855e-02  img/s: 5.11e+02  pen: 4.4e-02  loss: 3.9531 (4.0900)  acc1: 39.0625 (39.3741)  acc5: 61.3281 (61.9275)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [89]  [ 810/1251]  eta: 0:03:31  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7461 (4.0894)  acc1: 40.6250 (39.3684)  acc5: 66.0156 (61.9129)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [89]  [ 820/1251]  eta: 0:03:26  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.5060 (4.0861)  acc1: 44.9219 (39.4113)  acc5: 66.7969 (61.9543)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [89]  [ 830/1251]  eta: 0:03:21  lr: 2.855e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 3.3442 (4.0820)  acc1: 46.0938 (39.4691)  acc5: 69.5312 (62.0172)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [89]  [ 840/1251]  eta: 0:03:17  lr: 2.855e-02  img/s: 5.40e+02  pen: 5.2e-02  loss: 3.6884 (4.0836)  acc1: 43.3594 (39.4150)  acc5: 66.0156 (61.9756)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [89]  [ 850/1251]  eta: 0:03:12  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.3729 (4.0841)  acc1: 34.7656 (39.4210)  acc5: 58.9844 (61.9712)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [89]  [ 860/1251]  eta: 0:03:07  lr: 2.855e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.3199 (4.0855)  acc1: 37.8906 (39.4196)  acc5: 63.6719 (61.9710)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [89]  [ 870/1251]  eta: 0:03:02  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.2920 (4.0858)  acc1: 37.8906 (39.4015)  acc5: 65.6250 (61.9605)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [89]  [ 880/1251]  eta: 0:02:57  lr: 2.855e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.1632 (4.0834)  acc1: 42.1875 (39.4376)  acc5: 66.7969 (61.9892)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [89]  [ 890/1251]  eta: 0:02:53  lr: 2.855e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.2410 (4.0846)  acc1: 39.4531 (39.4150)  acc5: 63.6719 (61.9779)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [89]  [ 900/1251]  eta: 0:02:48  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.5022 (4.0884)  acc1: 33.9844 (39.3391)  acc5: 59.3750 (61.9039)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [89]  [ 910/1251]  eta: 0:02:43  lr: 2.855e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.4052 (4.0891)  acc1: 37.8906 (39.3412)  acc5: 63.2812 (61.9001)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [89]  [ 920/1251]  eta: 0:02:38  lr: 2.855e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 3.5612 (4.0840)  acc1: 46.0938 (39.4281)  acc5: 67.5781 (61.9851)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [89]  [ 930/1251]  eta: 0:02:33  lr: 2.855e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 3.7876 (4.0847)  acc1: 45.3125 (39.4267)  acc5: 68.3594 (61.9797)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [89]  [ 940/1251]  eta: 0:02:29  lr: 2.855e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.1259 (4.0847)  acc1: 39.0625 (39.4216)  acc5: 63.6719 (61.9583)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [89]  [ 950/1251]  eta: 0:02:24  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0034 (4.0854)  acc1: 41.4062 (39.4137)  acc5: 63.6719 (61.9422)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [89]  [ 960/1251]  eta: 0:02:19  lr: 2.855e-02  img/s: 5.10e+02  pen: 4.4e-02  loss: 4.3790 (4.0863)  acc1: 41.7969 (39.4039)  acc5: 62.8906 (61.9244)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [89]  [ 970/1251]  eta: 0:02:14  lr: 2.855e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.5391 (4.0893)  acc1: 35.9375 (39.3610)  acc5: 59.7656 (61.8990)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [89]  [ 980/1251]  eta: 0:02:09  lr: 2.855e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.4748 (4.0903)  acc1: 35.9375 (39.3424)  acc5: 59.7656 (61.8872)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [89]  [ 990/1251]  eta: 0:02:05  lr: 2.855e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 4.4070 (4.0938)  acc1: 40.6250 (39.3282)  acc5: 60.9375 (61.8603)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [89]  [1000/1251]  eta: 0:02:00  lr: 2.855e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.4851 (4.0974)  acc1: 37.5000 (39.2752)  acc5: 60.5469 (61.8089)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [89]  [1010/1251]  eta: 0:01:55  lr: 2.855e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.5002 (4.0972)  acc1: 33.2031 (39.2553)  acc5: 57.4219 (61.7922)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [89]  [1020/1251]  eta: 0:01:50  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.7135 (4.0939)  acc1: 43.3594 (39.2970)  acc5: 67.5781 (61.8404)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [89]  [1030/1251]  eta: 0:01:45  lr: 2.855e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.4330 (4.0932)  acc1: 44.9219 (39.2887)  acc5: 67.5781 (61.8358)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [89]  [1040/1251]  eta: 0:01:41  lr: 2.855e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.7800 (4.0904)  acc1: 44.9219 (39.3233)  acc5: 68.3594 (61.8628)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [89]  [1050/1251]  eta: 0:01:36  lr: 2.855e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.7800 (4.0917)  acc1: 42.9688 (39.2941)  acc5: 68.7500 (61.8377)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [89]  [1060/1251]  eta: 0:01:31  lr: 2.855e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.0873 (4.0903)  acc1: 44.5312 (39.3202)  acc5: 66.7969 (61.8587)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [89]  [1070/1251]  eta: 0:01:26  lr: 2.855e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.2962 (4.0938)  acc1: 40.6250 (39.2817)  acc5: 63.2812 (61.8041)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [89]  [1080/1251]  eta: 0:01:21  lr: 2.855e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.5613 (4.0959)  acc1: 34.3750 (39.2381)  acc5: 56.2500 (61.7581)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [89]  [1090/1251]  eta: 0:01:17  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.5419 (4.0934)  acc1: 35.9375 (39.2720)  acc5: 57.8125 (61.7810)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [89]  [1100/1251]  eta: 0:01:12  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.6227 (4.0931)  acc1: 42.5781 (39.2598)  acc5: 66.0156 (61.7652)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [89]  [1110/1251]  eta: 0:01:07  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9293 (4.0905)  acc1: 42.5781 (39.2942)  acc5: 66.0156 (61.8183)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [89]  [1120/1251]  eta: 0:01:02  lr: 2.855e-02  img/s: 5.09e+02  pen: 4.4e-02  loss: 4.0072 (4.0917)  acc1: 39.4531 (39.3057)  acc5: 65.6250 (61.8337)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [89]  [1130/1251]  eta: 0:00:57  lr: 2.855e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.2222 (4.0914)  acc1: 39.4531 (39.3291)  acc5: 61.7188 (61.8445)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [89]  [1140/1251]  eta: 0:00:53  lr: 2.855e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.3657 (4.0920)  acc1: 38.6719 (39.2885)  acc5: 61.7188 (61.8098)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [89]  [1150/1251]  eta: 0:00:48  lr: 2.855e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.5481 (4.0941)  acc1: 35.1562 (39.2868)  acc5: 58.2031 (61.7995)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [89]  [1160/1251]  eta: 0:00:43  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3712 (4.0935)  acc1: 39.8438 (39.3021)  acc5: 61.7188 (61.8106)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [89]  [1170/1251]  eta: 0:00:38  lr: 2.855e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.4209 (4.0940)  acc1: 37.8906 (39.2810)  acc5: 61.7188 (61.7945)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [89]  [1180/1251]  eta: 0:00:33  lr: 2.855e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.5644 (4.0941)  acc1: 37.8906 (39.2828)  acc5: 60.5469 (61.7981)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [89]  [1190/1251]  eta: 0:00:29  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.4778 (4.0950)  acc1: 37.8906 (39.2652)  acc5: 60.5469 (61.7883)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [89]  [1200/1251]  eta: 0:00:24  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.3243 (4.0951)  acc1: 38.2812 (39.2632)  acc5: 64.4531 (61.7776)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [89]  [1210/1251]  eta: 0:00:19  lr: 2.855e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.3243 (4.0959)  acc1: 39.4531 (39.2609)  acc5: 64.4531 (61.7810)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [89]  [1220/1251]  eta: 0:00:14  lr: 2.855e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.4522 (4.0994)  acc1: 38.2812 (39.2148)  acc5: 60.9375 (61.7386)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [89]  [1230/1251]  eta: 0:00:10  lr: 2.855e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.4107 (4.0999)  acc1: 36.3281 (39.2170)  acc5: 60.9375 (61.7467)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [89]  [1240/1251]  eta: 0:00:05  lr: 2.855e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.8068 (4.0984)  acc1: 44.1406 (39.2407)  acc5: 63.6719 (61.7675)  time: 0.4746  data: 0.0006  max mem: 42896
Epoch: [89]  [1250/1251]  eta: 0:00:00  lr: 2.855e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.8068 (4.0979)  acc1: 44.1406 (39.2489)  acc5: 66.0156 (61.7884)  time: 0.4750  data: 0.0005  max mem: 42896
Epoch: [89] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:57  loss: 2.3169 (2.3169)  acc1: 72.6562 (72.6562)  acc5: 91.4062 (91.4062)  time: 3.6306  data: 3.3795  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 56.756 Acc@5 80.892 Loss: 2.964
Test: EMA  [ 0/49]  eta: 0:02:08  loss: 3.1852 (3.1852)  acc1: 70.7031 (70.7031)  acc5: 89.0625 (89.0625)  time: 2.6171  data: 2.3702  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 50.856 Acc@5 75.568 Loss: nan
Epoch: [90]  [   0/1251]  eta: 1:17:22  lr: 2.851e-02  img/s: 5.00e+02  pen: 4.8e-02  loss: 4.8167 (4.8167)  acc1: 23.0469 (23.0469)  acc5: 41.4062 (41.4062)  time: 3.7108  data: 3.1990  max mem: 42896
Epoch: [90]  [  10/1251]  eta: 0:15:52  lr: 2.851e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.2828 (4.0386)  acc1: 40.6250 (38.5653)  acc5: 66.7969 (63.5298)  time: 0.7679  data: 0.2912  max mem: 42896
Epoch: [90]  [  20/1251]  eta: 0:12:52  lr: 2.851e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.1691 (4.0676)  acc1: 44.5312 (40.4948)  acc5: 65.2344 (64.2485)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [90]  [  30/1251]  eta: 0:11:45  lr: 2.851e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.8799 (3.9615)  acc1: 44.5312 (41.9859)  acc5: 67.5781 (66.0534)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [90]  [  40/1251]  eta: 0:11:10  lr: 2.851e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 3.6817 (3.9930)  acc1: 44.5312 (41.6159)  acc5: 67.9688 (64.9771)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [90]  [  50/1251]  eta: 0:10:45  lr: 2.851e-02  img/s: 5.43e+02  pen: 4.1e-02  loss: 3.7306 (3.9710)  acc1: 44.5312 (41.8964)  acc5: 68.7500 (65.0582)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [90]  [  60/1251]  eta: 0:10:27  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.4164 (3.9399)  acc1: 46.8750 (41.9314)  acc5: 70.3125 (65.0359)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [90]  [  70/1251]  eta: 0:10:14  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9072 (3.9909)  acc1: 40.6250 (41.2632)  acc5: 67.5781 (64.0515)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [90]  [  80/1251]  eta: 0:10:02  lr: 2.851e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.0078 (4.0073)  acc1: 35.9375 (40.7793)  acc5: 57.4219 (63.6574)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [90]  [  90/1251]  eta: 0:09:52  lr: 2.851e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.0078 (4.0094)  acc1: 42.9688 (40.6035)  acc5: 65.2344 (63.5603)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [90]  [ 100/1251]  eta: 0:09:43  lr: 2.851e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.2232 (4.0339)  acc1: 39.0625 (40.2924)  acc5: 58.5938 (63.1614)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [90]  [ 110/1251]  eta: 0:09:34  lr: 2.851e-02  img/s: 5.42e+02  pen: 5.1e-02  loss: 4.2232 (4.0292)  acc1: 38.6719 (40.2836)  acc5: 58.5938 (63.1334)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [90]  [ 120/1251]  eta: 0:09:27  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9475 (4.0326)  acc1: 39.8438 (40.3603)  acc5: 62.8906 (63.1973)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [90]  [ 130/1251]  eta: 0:09:20  lr: 2.851e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.6744 (4.0311)  acc1: 42.1875 (40.3000)  acc5: 65.6250 (63.0695)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [90]  [ 140/1251]  eta: 0:09:13  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.6368 (4.0169)  acc1: 45.7031 (40.4200)  acc5: 66.0156 (63.0596)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [90]  [ 150/1251]  eta: 0:09:06  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.8153 (4.0244)  acc1: 45.7031 (40.5112)  acc5: 66.0156 (63.0096)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [90]  [ 160/1251]  eta: 0:09:00  lr: 2.851e-02  img/s: 5.09e+02  pen: 3.8e-02  loss: 4.1903 (4.0225)  acc1: 42.9688 (40.5668)  acc5: 64.8438 (63.0847)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [90]  [ 170/1251]  eta: 0:08:53  lr: 2.851e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.1903 (4.0138)  acc1: 45.3125 (40.7415)  acc5: 66.7969 (63.3018)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [90]  [ 180/1251]  eta: 0:08:47  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.2333 (4.0197)  acc1: 44.1406 (40.6358)  acc5: 66.7969 (63.1820)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [90]  [ 190/1251]  eta: 0:08:41  lr: 2.851e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.2459 (4.0263)  acc1: 41.4062 (40.4471)  acc5: 62.8906 (62.9336)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [90]  [ 200/1251]  eta: 0:08:36  lr: 2.851e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 4.4514 (4.0509)  acc1: 37.8906 (40.2072)  acc5: 62.5000 (62.6710)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [90]  [ 210/1251]  eta: 0:08:30  lr: 2.851e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 4.4271 (4.0459)  acc1: 38.6719 (40.2881)  acc5: 62.5000 (62.6999)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [90]  [ 220/1251]  eta: 0:08:24  lr: 2.851e-02  img/s: 5.37e+02  pen: 5.0e-02  loss: 3.9967 (4.0542)  acc1: 42.9688 (40.2344)  acc5: 67.1875 (62.6096)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [90]  [ 230/1251]  eta: 0:08:19  lr: 2.851e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.2621 (4.0624)  acc1: 39.4531 (40.1194)  acc5: 62.1094 (62.5254)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [90]  [ 240/1251]  eta: 0:08:13  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.5052 (4.0730)  acc1: 35.9375 (39.9280)  acc5: 60.1562 (62.3168)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [90]  [ 250/1251]  eta: 0:08:08  lr: 2.851e-02  img/s: 5.37e+02  pen: 4.4e-02  loss: 4.5283 (4.0709)  acc1: 35.1562 (39.9418)  acc5: 60.1562 (62.3677)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [90]  [ 260/1251]  eta: 0:08:03  lr: 2.851e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 3.5908 (4.0634)  acc1: 45.7031 (40.0204)  acc5: 71.0938 (62.4192)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [90]  [ 270/1251]  eta: 0:07:57  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0728 (4.0750)  acc1: 40.2344 (39.7976)  acc5: 62.8906 (62.1685)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [90]  [ 280/1251]  eta: 0:07:52  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.0728 (4.0639)  acc1: 39.8438 (39.8465)  acc5: 62.5000 (62.2484)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [90]  [ 290/1251]  eta: 0:07:47  lr: 2.851e-02  img/s: 5.41e+02  pen: 5.1e-02  loss: 3.2865 (4.0564)  acc1: 45.7031 (39.8370)  acc5: 69.1406 (62.2839)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [90]  [ 300/1251]  eta: 0:07:42  lr: 2.851e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.1735 (4.0653)  acc1: 39.8438 (39.7503)  acc5: 62.1094 (62.1613)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [90]  [ 310/1251]  eta: 0:07:36  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.1735 (4.0619)  acc1: 39.8438 (39.8350)  acc5: 62.8906 (62.2212)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [90]  [ 320/1251]  eta: 0:07:31  lr: 2.851e-02  img/s: 5.08e+02  pen: 4.4e-02  loss: 4.4733 (4.0761)  acc1: 38.6719 (39.6125)  acc5: 62.8906 (62.0035)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [90]  [ 330/1251]  eta: 0:07:26  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.4733 (4.0641)  acc1: 37.5000 (39.7257)  acc5: 63.6719 (62.1542)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [90]  [ 340/1251]  eta: 0:07:21  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.5052 (4.0681)  acc1: 44.9219 (39.6513)  acc5: 70.3125 (62.0636)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [90]  [ 350/1251]  eta: 0:07:16  lr: 2.851e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.1767 (4.0689)  acc1: 39.8438 (39.6724)  acc5: 62.1094 (62.1149)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [90]  [ 360/1251]  eta: 0:07:11  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.0468 (4.0674)  acc1: 41.4062 (39.7117)  acc5: 66.4062 (62.1559)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [90]  [ 370/1251]  eta: 0:07:06  lr: 2.851e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 3.9975 (4.0623)  acc1: 42.9688 (39.7764)  acc5: 67.1875 (62.2062)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [90]  [ 380/1251]  eta: 0:07:01  lr: 2.851e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.1694 (4.0635)  acc1: 43.3594 (39.8058)  acc5: 64.4531 (62.1914)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [90]  [ 390/1251]  eta: 0:06:56  lr: 2.851e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.9236 (4.0565)  acc1: 44.1406 (39.8288)  acc5: 67.1875 (62.2512)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [90]  [ 400/1251]  eta: 0:06:51  lr: 2.851e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.9919 (4.0577)  acc1: 42.9688 (39.8194)  acc5: 68.7500 (62.2867)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [90]  [ 410/1251]  eta: 0:06:46  lr: 2.851e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.9919 (4.0491)  acc1: 42.9688 (39.9530)  acc5: 68.7500 (62.4411)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [90]  [ 420/1251]  eta: 0:06:41  lr: 2.851e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 3.6057 (4.0416)  acc1: 46.8750 (40.0525)  acc5: 71.0938 (62.5770)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [90]  [ 430/1251]  eta: 0:06:36  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.6629 (4.0411)  acc1: 42.9688 (40.0404)  acc5: 67.5781 (62.6042)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [90]  [ 440/1251]  eta: 0:06:31  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.2074 (4.0464)  acc1: 40.2344 (39.9607)  acc5: 64.8438 (62.5044)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [90]  [ 450/1251]  eta: 0:06:26  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1814 (4.0427)  acc1: 42.9688 (40.0421)  acc5: 67.5781 (62.6247)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [90]  [ 460/1251]  eta: 0:06:21  lr: 2.851e-02  img/s: 5.38e+02  pen: 3.9e-02  loss: 4.6481 (4.0555)  acc1: 33.2031 (39.7810)  acc5: 55.0781 (62.3382)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [90]  [ 470/1251]  eta: 0:06:16  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.2266 (4.0455)  acc1: 33.9844 (39.8852)  acc5: 55.0781 (62.4610)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [90]  [ 480/1251]  eta: 0:06:11  lr: 2.851e-02  img/s: 5.08e+02  pen: 4.5e-02  loss: 3.5823 (4.0426)  acc1: 46.8750 (39.8819)  acc5: 69.5312 (62.4578)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [90]  [ 490/1251]  eta: 0:06:06  lr: 2.851e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.3011 (4.0485)  acc1: 38.6719 (39.8072)  acc5: 64.0625 (62.3751)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [90]  [ 500/1251]  eta: 0:06:01  lr: 2.851e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.5224 (4.0517)  acc1: 34.7656 (39.8040)  acc5: 61.3281 (62.3768)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [90]  [ 510/1251]  eta: 0:05:56  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.4264 (4.0535)  acc1: 39.0625 (39.7635)  acc5: 61.3281 (62.3624)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [90]  [ 520/1251]  eta: 0:05:51  lr: 2.851e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.0323 (4.0532)  acc1: 39.0625 (39.7838)  acc5: 65.2344 (62.3500)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [90]  [ 530/1251]  eta: 0:05:47  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.8101 (4.0520)  acc1: 41.4062 (39.7989)  acc5: 66.4062 (62.3602)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [90]  [ 540/1251]  eta: 0:05:42  lr: 2.851e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.4315 (4.0591)  acc1: 32.4219 (39.6979)  acc5: 58.9844 (62.2639)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [90]  [ 550/1251]  eta: 0:05:37  lr: 2.851e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.0545 (4.0554)  acc1: 41.4062 (39.7608)  acc5: 64.4531 (62.3143)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [90]  [ 560/1251]  eta: 0:05:32  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.3381 (4.0664)  acc1: 39.4531 (39.6251)  acc5: 62.1094 (62.1532)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [90]  [ 570/1251]  eta: 0:05:27  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.2704 (4.0654)  acc1: 40.2344 (39.6727)  acc5: 62.8906 (62.1853)  time: 0.4746  data: 0.0005  max mem: 42896
Epoch: [90]  [ 580/1251]  eta: 0:05:22  lr: 2.851e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.9631 (4.0626)  acc1: 43.7500 (39.7409)  acc5: 67.1875 (62.2694)  time: 0.4772  data: 0.0005  max mem: 42896
Epoch: [90]  [ 590/1251]  eta: 0:05:17  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9999 (4.0676)  acc1: 42.1875 (39.5827)  acc5: 64.0625 (62.1100)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [90]  [ 600/1251]  eta: 0:05:12  lr: 2.851e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.6416 (4.0692)  acc1: 29.2969 (39.5526)  acc5: 51.5625 (62.0626)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [90]  [ 610/1251]  eta: 0:05:08  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.2406 (4.0720)  acc1: 38.6719 (39.4921)  acc5: 64.0625 (62.0199)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [90]  [ 620/1251]  eta: 0:05:03  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2135 (4.0744)  acc1: 39.4531 (39.5148)  acc5: 65.6250 (62.0307)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [90]  [ 630/1251]  eta: 0:04:58  lr: 2.851e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.2882 (4.0792)  acc1: 39.0625 (39.4847)  acc5: 64.8438 (62.0109)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [90]  [ 640/1251]  eta: 0:04:53  lr: 2.851e-02  img/s: 5.07e+02  pen: 4.1e-02  loss: 4.2882 (4.0785)  acc1: 38.6719 (39.4885)  acc5: 62.1094 (62.0277)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [90]  [ 650/1251]  eta: 0:04:48  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8874 (4.0795)  acc1: 40.6250 (39.4465)  acc5: 62.1094 (61.9804)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [90]  [ 660/1251]  eta: 0:04:43  lr: 2.851e-02  img/s: 5.41e+02  pen: 5.2e-02  loss: 4.4356 (4.0796)  acc1: 39.0625 (39.4691)  acc5: 60.5469 (61.9953)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [90]  [ 670/1251]  eta: 0:04:38  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8641 (4.0766)  acc1: 41.4062 (39.5026)  acc5: 65.2344 (62.0372)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [90]  [ 680/1251]  eta: 0:04:34  lr: 2.851e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.3716 (4.0695)  acc1: 47.6562 (39.6005)  acc5: 70.3125 (62.1512)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [90]  [ 690/1251]  eta: 0:04:29  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.8268 (4.0737)  acc1: 42.5781 (39.5447)  acc5: 71.0938 (62.0896)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [90]  [ 700/1251]  eta: 0:04:24  lr: 2.851e-02  img/s: 5.42e+02  pen: 5.1e-02  loss: 4.4039 (4.0722)  acc1: 35.5469 (39.5579)  acc5: 58.9844 (62.1183)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [90]  [ 710/1251]  eta: 0:04:19  lr: 2.851e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.8092 (4.0690)  acc1: 44.1406 (39.6212)  acc5: 68.3594 (62.1704)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [90]  [ 720/1251]  eta: 0:04:14  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.5305 (4.0645)  acc1: 44.1406 (39.7002)  acc5: 68.3594 (62.2513)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [90]  [ 730/1251]  eta: 0:04:09  lr: 2.851e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.2464 (4.0697)  acc1: 39.4531 (39.5963)  acc5: 62.5000 (62.1628)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [90]  [ 740/1251]  eta: 0:04:05  lr: 2.851e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.4785 (4.0684)  acc1: 36.3281 (39.6213)  acc5: 61.7188 (62.1811)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [90]  [ 750/1251]  eta: 0:04:00  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.3299 (4.0696)  acc1: 40.6250 (39.5988)  acc5: 61.7188 (62.1645)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [90]  [ 760/1251]  eta: 0:03:55  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3552 (4.0700)  acc1: 39.4531 (39.5948)  acc5: 61.3281 (62.1725)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [90]  [ 770/1251]  eta: 0:03:50  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.6012 (4.0647)  acc1: 42.5781 (39.6446)  acc5: 68.7500 (62.2234)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [90]  [ 780/1251]  eta: 0:03:45  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.6438 (4.0641)  acc1: 45.7031 (39.6762)  acc5: 68.7500 (62.2419)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [90]  [ 790/1251]  eta: 0:03:40  lr: 2.851e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.0119 (4.0640)  acc1: 45.7031 (39.6847)  acc5: 66.7969 (62.2496)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [90]  [ 800/1251]  eta: 0:03:36  lr: 2.851e-02  img/s: 5.07e+02  pen: 4.7e-02  loss: 4.4074 (4.0667)  acc1: 37.5000 (39.6653)  acc5: 60.9375 (62.2367)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [90]  [ 810/1251]  eta: 0:03:31  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.4316 (4.0677)  acc1: 37.1094 (39.6410)  acc5: 60.9375 (62.1980)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [90]  [ 820/1251]  eta: 0:03:26  lr: 2.851e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.6085 (4.0655)  acc1: 45.7031 (39.6444)  acc5: 68.3594 (62.2117)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [90]  [ 830/1251]  eta: 0:03:21  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.4902 (4.0613)  acc1: 46.8750 (39.7164)  acc5: 68.3594 (62.2899)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [90]  [ 840/1251]  eta: 0:03:16  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.5904 (4.0589)  acc1: 45.3125 (39.7708)  acc5: 68.3594 (62.3342)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [90]  [ 850/1251]  eta: 0:03:12  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.7943 (4.0562)  acc1: 44.9219 (39.8148)  acc5: 67.9688 (62.3747)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [90]  [ 860/1251]  eta: 0:03:07  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.0790 (4.0564)  acc1: 42.9688 (39.8179)  acc5: 67.1875 (62.3852)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [90]  [ 870/1251]  eta: 0:03:02  lr: 2.851e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 4.0918 (4.0581)  acc1: 38.6719 (39.7904)  acc5: 60.9375 (62.3547)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [90]  [ 880/1251]  eta: 0:02:57  lr: 2.851e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.0687 (4.0569)  acc1: 38.6719 (39.8207)  acc5: 65.2344 (62.3976)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [90]  [ 890/1251]  eta: 0:02:52  lr: 2.851e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.9674 (4.0538)  acc1: 42.9688 (39.8753)  acc5: 66.4062 (62.4470)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [90]  [ 900/1251]  eta: 0:02:48  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.5069 (4.0510)  acc1: 44.9219 (39.8988)  acc5: 68.7500 (62.4770)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [90]  [ 910/1251]  eta: 0:02:43  lr: 2.851e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 3.8591 (4.0509)  acc1: 43.3594 (39.9076)  acc5: 68.3594 (62.4764)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [90]  [ 920/1251]  eta: 0:02:38  lr: 2.851e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.7257 (4.0472)  acc1: 44.9219 (39.9799)  acc5: 67.5781 (62.5594)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [90]  [ 930/1251]  eta: 0:02:33  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.5052 (4.0469)  acc1: 44.9219 (39.9596)  acc5: 67.5781 (62.5625)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [90]  [ 940/1251]  eta: 0:02:28  lr: 2.851e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.3202 (4.0479)  acc1: 37.1094 (39.9533)  acc5: 65.2344 (62.5602)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [90]  [ 950/1251]  eta: 0:02:24  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3202 (4.0497)  acc1: 37.5000 (39.9518)  acc5: 60.5469 (62.5571)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [90]  [ 960/1251]  eta: 0:02:19  lr: 2.851e-02  img/s: 5.07e+02  pen: 3.8e-02  loss: 4.5373 (4.0530)  acc1: 35.9375 (39.8803)  acc5: 58.2031 (62.4707)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [90]  [ 970/1251]  eta: 0:02:14  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.6569 (4.0520)  acc1: 35.9375 (39.9033)  acc5: 56.2500 (62.4940)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [90]  [ 980/1251]  eta: 0:02:09  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.5227 (4.0552)  acc1: 35.5469 (39.8430)  acc5: 58.5938 (62.4323)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [90]  [ 990/1251]  eta: 0:02:04  lr: 2.851e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.1018 (4.0523)  acc1: 39.8438 (39.8922)  acc5: 62.8906 (62.4819)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [90]  [1000/1251]  eta: 0:02:00  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0816 (4.0526)  acc1: 43.7500 (39.9156)  acc5: 66.0156 (62.5027)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [90]  [1010/1251]  eta: 0:01:55  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.6125 (4.0576)  acc1: 37.1094 (39.8778)  acc5: 57.0312 (62.4536)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [90]  [1020/1251]  eta: 0:01:50  lr: 2.851e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.5445 (4.0561)  acc1: 34.7656 (39.8732)  acc5: 55.4688 (62.4522)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [90]  [1030/1251]  eta: 0:01:45  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.7616 (4.0526)  acc1: 46.4844 (39.9188)  acc5: 68.3594 (62.4977)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [90]  [1040/1251]  eta: 0:01:40  lr: 2.851e-02  img/s: 5.41e+02  pen: 5.1e-02  loss: 4.0755 (4.0573)  acc1: 36.3281 (39.8239)  acc5: 60.5469 (62.3949)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [90]  [1050/1251]  eta: 0:01:36  lr: 2.851e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.5521 (4.0560)  acc1: 33.2031 (39.8400)  acc5: 57.0312 (62.4182)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [90]  [1060/1251]  eta: 0:01:31  lr: 2.851e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.3218 (4.0601)  acc1: 33.9844 (39.7834)  acc5: 57.4219 (62.3568)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [90]  [1070/1251]  eta: 0:01:26  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.7044 (4.0639)  acc1: 31.2500 (39.7186)  acc5: 54.2969 (62.2881)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [90]  [1080/1251]  eta: 0:01:21  lr: 2.851e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4854 (4.0632)  acc1: 35.1562 (39.7296)  acc5: 58.2031 (62.3175)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [90]  [1090/1251]  eta: 0:01:16  lr: 2.851e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.0395 (4.0638)  acc1: 40.6250 (39.7166)  acc5: 66.7969 (62.3031)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [90]  [1100/1251]  eta: 0:01:12  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0844 (4.0634)  acc1: 40.2344 (39.6969)  acc5: 65.6250 (62.2928)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [90]  [1110/1251]  eta: 0:01:07  lr: 2.851e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 3.4390 (4.0588)  acc1: 45.7031 (39.7604)  acc5: 69.5312 (62.3580)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [90]  [1120/1251]  eta: 0:01:02  lr: 2.851e-02  img/s: 4.96e+02  pen: 4.4e-02  loss: 4.3051 (4.0641)  acc1: 37.5000 (39.7099)  acc5: 62.8906 (62.2965)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [90]  [1130/1251]  eta: 0:00:57  lr: 2.851e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.4505 (4.0665)  acc1: 37.5000 (39.7032)  acc5: 60.1562 (62.2883)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [90]  [1140/1251]  eta: 0:00:53  lr: 2.851e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.0573 (4.0623)  acc1: 42.9688 (39.7578)  acc5: 66.7969 (62.3483)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [90]  [1150/1251]  eta: 0:00:48  lr: 2.851e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 3.2179 (4.0597)  acc1: 46.4844 (39.7847)  acc5: 69.5312 (62.3816)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [90]  [1160/1251]  eta: 0:00:43  lr: 2.851e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.3992 (4.0555)  acc1: 45.3125 (39.8485)  acc5: 71.0938 (62.4499)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [90]  [1170/1251]  eta: 0:00:38  lr: 2.851e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.4673 (4.0547)  acc1: 46.4844 (39.8361)  acc5: 70.7031 (62.4286)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [90]  [1180/1251]  eta: 0:00:33  lr: 2.851e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 3.7983 (4.0533)  acc1: 46.4844 (39.8742)  acc5: 67.5781 (62.4616)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [90]  [1190/1251]  eta: 0:00:29  lr: 2.851e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.2632 (4.0532)  acc1: 43.7500 (39.8733)  acc5: 66.4062 (62.4816)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [90]  [1200/1251]  eta: 0:00:24  lr: 2.851e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.3161 (4.0518)  acc1: 41.4062 (39.8802)  acc5: 66.4062 (62.4906)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [90]  [1210/1251]  eta: 0:00:19  lr: 2.851e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.7929 (4.0511)  acc1: 44.5312 (39.9008)  acc5: 66.4062 (62.5094)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [90]  [1220/1251]  eta: 0:00:14  lr: 2.851e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.7929 (4.0494)  acc1: 45.3125 (39.9279)  acc5: 67.5781 (62.5314)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [90]  [1230/1251]  eta: 0:00:10  lr: 2.851e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.0178 (4.0501)  acc1: 42.5781 (39.9193)  acc5: 65.6250 (62.5067)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [90]  [1240/1251]  eta: 0:00:05  lr: 2.851e-02  img/s: 5.42e+02  pen: 5.1e-02  loss: 4.1629 (4.0499)  acc1: 41.0156 (39.9394)  acc5: 64.4531 (62.5415)  time: 0.4741  data: 0.0008  max mem: 42896
Epoch: [90]  [1250/1251]  eta: 0:00:00  lr: 2.851e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3508 (4.0517)  acc1: 41.0156 (39.9234)  acc5: 64.4531 (62.5356)  time: 0.4753  data: 0.0007  max mem: 42896
Epoch: [90] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:22  loss: 2.3773 (2.3773)  acc1: 77.7344 (77.7344)  acc5: 94.5312 (94.5312)  time: 2.9070  data: 2.6556  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 57.882 Acc@5 81.642 Loss: 3.016
Test: EMA  [ 0/49]  eta: 0:02:26  loss: 3.0133 (3.0133)  acc1: 70.3125 (70.3125)  acc5: 89.4531 (89.4531)  time: 2.9985  data: 2.7409  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 51.570 Acc@5 76.142 Loss: nan
Epoch: [91]  [   0/1251]  eta: 1:26:00  lr: 2.848e-02  img/s: 5.04e+02  pen: 4.7e-02  loss: 4.7811 (4.7811)  acc1: 21.0938 (21.0938)  acc5: 43.7500 (43.7500)  time: 4.1249  data: 3.6167  max mem: 42896
Epoch: [91]  [  10/1251]  eta: 0:16:39  lr: 2.848e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3524 (4.0945)  acc1: 44.5312 (39.0270)  acc5: 66.7969 (61.8608)  time: 0.8050  data: 0.3290  max mem: 42896
Epoch: [91]  [  20/1251]  eta: 0:13:16  lr: 2.848e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.0673 (4.0669)  acc1: 44.5312 (38.3557)  acc5: 67.5781 (61.4025)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [91]  [  30/1251]  eta: 0:12:01  lr: 2.848e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.0900 (4.1365)  acc1: 42.9688 (37.8906)  acc5: 61.7188 (60.6981)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [91]  [  40/1251]  eta: 0:11:21  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.2815 (4.0900)  acc1: 41.7969 (38.8243)  acc5: 61.7188 (61.3472)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [91]  [  50/1251]  eta: 0:10:55  lr: 2.848e-02  img/s: 5.43e+02  pen: 4.4e-02  loss: 4.1778 (4.0834)  acc1: 41.7969 (39.2233)  acc5: 62.8906 (61.7034)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [91]  [  60/1251]  eta: 0:10:35  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2784 (4.0837)  acc1: 42.1875 (39.1778)  acc5: 63.2812 (61.7828)  time: 0.4730  data: 0.0003  max mem: 42896
Epoch: [91]  [  70/1251]  eta: 0:10:20  lr: 2.848e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.9892 (4.0356)  acc1: 42.5781 (39.6512)  acc5: 66.7969 (62.2524)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [91]  [  80/1251]  eta: 0:10:07  lr: 2.848e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.5542 (4.0272)  acc1: 42.9688 (39.5206)  acc5: 67.9688 (62.2203)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [91]  [  90/1251]  eta: 0:09:56  lr: 2.848e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.1024 (4.0380)  acc1: 42.5781 (39.7193)  acc5: 66.7969 (62.5129)  time: 0.4730  data: 0.0003  max mem: 42896
Epoch: [91]  [ 100/1251]  eta: 0:09:47  lr: 2.848e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.8386 (4.0130)  acc1: 45.3125 (40.2614)  acc5: 69.1406 (63.0569)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [91]  [ 110/1251]  eta: 0:09:38  lr: 2.848e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 3.9366 (4.0405)  acc1: 43.3594 (39.9141)  acc5: 69.5312 (62.6443)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [91]  [ 120/1251]  eta: 0:09:30  lr: 2.848e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.4895 (4.0539)  acc1: 34.3750 (39.7630)  acc5: 58.9844 (62.4128)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [91]  [ 130/1251]  eta: 0:09:22  lr: 2.848e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.2051 (4.0557)  acc1: 38.6719 (39.8229)  acc5: 63.2812 (62.4642)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [91]  [ 140/1251]  eta: 0:09:15  lr: 2.848e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.4344 (4.0568)  acc1: 38.6719 (39.7717)  acc5: 61.7188 (62.3670)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [91]  [ 150/1251]  eta: 0:09:08  lr: 2.848e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4933 (4.0683)  acc1: 39.4531 (39.7687)  acc5: 62.1094 (62.3862)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [91]  [ 160/1251]  eta: 0:09:02  lr: 2.848e-02  img/s: 5.09e+02  pen: 4.7e-02  loss: 4.1484 (4.0528)  acc1: 41.0156 (39.9966)  acc5: 65.6250 (62.5873)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [91]  [ 170/1251]  eta: 0:08:55  lr: 2.848e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.5144 (4.0833)  acc1: 36.7188 (39.5651)  acc5: 58.9844 (62.1596)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [91]  [ 180/1251]  eta: 0:08:49  lr: 2.848e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.6531 (4.0852)  acc1: 32.0312 (39.5114)  acc5: 54.2969 (61.9734)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [91]  [ 190/1251]  eta: 0:08:43  lr: 2.848e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.4515 (4.1056)  acc1: 32.0312 (39.2282)  acc5: 52.7344 (61.6676)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [91]  [ 200/1251]  eta: 0:08:37  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2668 (4.0792)  acc1: 42.1875 (39.5367)  acc5: 65.6250 (62.0491)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [91]  [ 210/1251]  eta: 0:08:31  lr: 2.848e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.9877 (4.0901)  acc1: 42.1875 (39.3439)  acc5: 66.0156 (61.8854)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [91]  [ 220/1251]  eta: 0:08:26  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4206 (4.0948)  acc1: 37.8906 (39.3223)  acc5: 61.7188 (61.9167)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [91]  [ 230/1251]  eta: 0:08:20  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1697 (4.0979)  acc1: 39.4531 (39.3736)  acc5: 63.6719 (61.9910)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [91]  [ 240/1251]  eta: 0:08:14  lr: 2.848e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.1253 (4.0889)  acc1: 42.5781 (39.5633)  acc5: 67.1875 (62.1191)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [91]  [ 250/1251]  eta: 0:08:09  lr: 2.848e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 3.5947 (4.0759)  acc1: 47.6562 (39.7504)  acc5: 67.9688 (62.3304)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [91]  [ 260/1251]  eta: 0:08:04  lr: 2.848e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 3.7715 (4.0738)  acc1: 43.7500 (39.8348)  acc5: 67.9688 (62.4431)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [91]  [ 270/1251]  eta: 0:07:58  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.9986 (4.0752)  acc1: 43.3594 (39.7991)  acc5: 67.1875 (62.4611)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [91]  [ 280/1251]  eta: 0:07:53  lr: 2.848e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.3769 (4.0860)  acc1: 39.4531 (39.6561)  acc5: 62.8906 (62.2609)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [91]  [ 290/1251]  eta: 0:07:48  lr: 2.848e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.5578 (4.0942)  acc1: 35.5469 (39.5551)  acc5: 61.3281 (62.1752)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [91]  [ 300/1251]  eta: 0:07:42  lr: 2.848e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.6939 (4.0771)  acc1: 43.7500 (39.7399)  acc5: 69.1406 (62.4546)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [91]  [ 310/1251]  eta: 0:07:37  lr: 2.848e-02  img/s: 5.37e+02  pen: 4.0e-02  loss: 3.8823 (4.0858)  acc1: 43.7500 (39.5272)  acc5: 69.1406 (62.2161)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [91]  [ 320/1251]  eta: 0:07:32  lr: 2.848e-02  img/s: 4.84e+02  pen: 4.8e-02  loss: 4.1506 (4.0817)  acc1: 40.6250 (39.5931)  acc5: 62.1094 (62.2931)  time: 0.4770  data: 0.0003  max mem: 42896
Epoch: [91]  [ 330/1251]  eta: 0:07:27  lr: 2.848e-02  img/s: 5.37e+02  pen: 4.3e-02  loss: 3.9498 (4.0835)  acc1: 41.7969 (39.6006)  acc5: 65.6250 (62.3265)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [91]  [ 340/1251]  eta: 0:07:22  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3373 (4.0847)  acc1: 41.4062 (39.5688)  acc5: 59.7656 (62.2445)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [91]  [ 350/1251]  eta: 0:07:17  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4388 (4.0913)  acc1: 35.5469 (39.4364)  acc5: 58.5938 (62.0971)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [91]  [ 360/1251]  eta: 0:07:12  lr: 2.848e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.2480 (4.0921)  acc1: 35.5469 (39.4098)  acc5: 59.7656 (62.0845)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [91]  [ 370/1251]  eta: 0:07:06  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2245 (4.0854)  acc1: 41.7969 (39.5037)  acc5: 67.1875 (62.1599)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [91]  [ 380/1251]  eta: 0:07:01  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.3328 (4.0872)  acc1: 41.4062 (39.4941)  acc5: 64.4531 (62.1565)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [91]  [ 390/1251]  eta: 0:06:56  lr: 2.848e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.3027 (4.0875)  acc1: 41.4062 (39.5590)  acc5: 64.4531 (62.1803)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [91]  [ 400/1251]  eta: 0:06:51  lr: 2.848e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.5271 (4.0843)  acc1: 41.4062 (39.5613)  acc5: 68.3594 (62.1376)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [91]  [ 410/1251]  eta: 0:06:46  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.2794 (4.0703)  acc1: 46.0938 (39.7278)  acc5: 70.3125 (62.3280)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [91]  [ 420/1251]  eta: 0:06:41  lr: 2.848e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.4318 (4.0692)  acc1: 46.8750 (39.7658)  acc5: 69.1406 (62.3089)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [91]  [ 430/1251]  eta: 0:06:36  lr: 2.848e-02  img/s: 5.34e+02  pen: 4.0e-02  loss: 3.5578 (4.0609)  acc1: 43.7500 (39.8184)  acc5: 68.3594 (62.4021)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [91]  [ 440/1251]  eta: 0:06:31  lr: 2.848e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.7655 (4.0578)  acc1: 44.1406 (39.8942)  acc5: 68.3594 (62.4841)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [91]  [ 450/1251]  eta: 0:06:26  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.2091 (4.0629)  acc1: 38.2812 (39.8412)  acc5: 62.8906 (62.4368)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [91]  [ 460/1251]  eta: 0:06:21  lr: 2.848e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.7957 (4.0578)  acc1: 41.7969 (39.9048)  acc5: 65.6250 (62.5246)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [91]  [ 470/1251]  eta: 0:06:16  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.6291 (4.0564)  acc1: 46.0938 (39.8985)  acc5: 68.7500 (62.5191)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [91]  [ 480/1251]  eta: 0:06:11  lr: 2.848e-02  img/s: 5.09e+02  pen: 4.2e-02  loss: 3.9177 (4.0610)  acc1: 42.1875 (39.8576)  acc5: 62.8906 (62.4594)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [91]  [ 490/1251]  eta: 0:06:07  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8991 (4.0590)  acc1: 43.3594 (39.8334)  acc5: 64.4531 (62.4356)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [91]  [ 500/1251]  eta: 0:06:02  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.6613 (4.0607)  acc1: 43.3594 (39.8126)  acc5: 64.4531 (62.4174)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [91]  [ 510/1251]  eta: 0:05:57  lr: 2.848e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.7492 (4.0567)  acc1: 43.7500 (39.8629)  acc5: 67.1875 (62.4962)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [91]  [ 520/1251]  eta: 0:05:52  lr: 2.848e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 3.6927 (4.0531)  acc1: 43.7500 (39.9570)  acc5: 67.1875 (62.5787)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [91]  [ 530/1251]  eta: 0:05:47  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.6987 (4.0492)  acc1: 44.1406 (40.0019)  acc5: 68.7500 (62.6758)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [91]  [ 540/1251]  eta: 0:05:42  lr: 2.848e-02  img/s: 5.37e+02  pen: 4.6e-02  loss: 4.0814 (4.0520)  acc1: 42.1875 (39.9549)  acc5: 66.4062 (62.6639)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [91]  [ 550/1251]  eta: 0:05:37  lr: 2.848e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.4237 (4.0549)  acc1: 38.6719 (39.9607)  acc5: 61.7188 (62.6560)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [91]  [ 560/1251]  eta: 0:05:32  lr: 2.848e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.3611 (4.0572)  acc1: 38.2812 (39.9315)  acc5: 61.3281 (62.6295)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [91]  [ 570/1251]  eta: 0:05:27  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.2406 (4.0543)  acc1: 39.4531 (39.9833)  acc5: 63.2812 (62.7025)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [91]  [ 580/1251]  eta: 0:05:22  lr: 2.848e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.2096 (4.0522)  acc1: 41.4062 (40.0212)  acc5: 64.8438 (62.7313)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [91]  [ 590/1251]  eta: 0:05:18  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.2317 (4.0425)  acc1: 47.2656 (40.1524)  acc5: 70.3125 (62.8530)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [91]  [ 600/1251]  eta: 0:05:13  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.3875 (4.0411)  acc1: 46.0938 (40.1648)  acc5: 70.3125 (62.8926)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [91]  [ 610/1251]  eta: 0:05:08  lr: 2.848e-02  img/s: 5.39e+02  pen: 5.0e-02  loss: 4.2248 (4.0459)  acc1: 39.0625 (40.0707)  acc5: 63.6719 (62.7941)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [91]  [ 620/1251]  eta: 0:05:03  lr: 2.848e-02  img/s: 5.38e+02  pen: 3.7e-02  loss: 4.4235 (4.0459)  acc1: 35.5469 (40.0727)  acc5: 61.7188 (62.8082)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [91]  [ 630/1251]  eta: 0:04:58  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3752 (4.0469)  acc1: 37.8906 (40.0493)  acc5: 62.8906 (62.8027)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [91]  [ 640/1251]  eta: 0:04:53  lr: 2.848e-02  img/s: 4.92e+02  pen: 4.3e-02  loss: 4.0703 (4.0441)  acc1: 41.0156 (40.0875)  acc5: 67.5781 (62.8522)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [91]  [ 650/1251]  eta: 0:04:48  lr: 2.848e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.0703 (4.0457)  acc1: 41.0156 (40.0064)  acc5: 67.5781 (62.7862)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [91]  [ 660/1251]  eta: 0:04:44  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2501 (4.0443)  acc1: 37.8906 (39.9690)  acc5: 60.5469 (62.7547)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [91]  [ 670/1251]  eta: 0:04:39  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2501 (4.0469)  acc1: 37.8906 (39.9340)  acc5: 58.5938 (62.6915)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [91]  [ 680/1251]  eta: 0:04:34  lr: 2.848e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.4680 (4.0398)  acc1: 44.9219 (40.0279)  acc5: 67.5781 (62.8069)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [91]  [ 690/1251]  eta: 0:04:29  lr: 2.848e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.3448 (4.0393)  acc1: 46.4844 (40.0467)  acc5: 69.9219 (62.8183)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [91]  [ 700/1251]  eta: 0:04:24  lr: 2.848e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 4.0267 (4.0412)  acc1: 35.1562 (39.9842)  acc5: 60.9375 (62.7591)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [91]  [ 710/1251]  eta: 0:04:19  lr: 2.848e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.5885 (4.0479)  acc1: 30.8594 (39.8718)  acc5: 55.4688 (62.6308)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [91]  [ 720/1251]  eta: 0:04:14  lr: 2.848e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.4341 (4.0437)  acc1: 39.4531 (39.8979)  acc5: 62.5000 (62.6544)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [91]  [ 730/1251]  eta: 0:04:10  lr: 2.848e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 3.4078 (4.0443)  acc1: 44.1406 (39.8828)  acc5: 66.7969 (62.6272)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [91]  [ 740/1251]  eta: 0:04:05  lr: 2.848e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.0411 (4.0448)  acc1: 39.0625 (39.8870)  acc5: 64.8438 (62.6376)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [91]  [ 750/1251]  eta: 0:04:00  lr: 2.848e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 4.0503 (4.0440)  acc1: 43.3594 (39.8838)  acc5: 66.4062 (62.6363)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [91]  [ 760/1251]  eta: 0:03:55  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.0648 (4.0465)  acc1: 40.6250 (39.8479)  acc5: 62.5000 (62.5867)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [91]  [ 770/1251]  eta: 0:03:50  lr: 2.848e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.5513 (4.0512)  acc1: 32.8125 (39.8022)  acc5: 55.8594 (62.5385)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [91]  [ 780/1251]  eta: 0:03:45  lr: 2.848e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.4010 (4.0513)  acc1: 37.8906 (39.7872)  acc5: 60.9375 (62.5215)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [91]  [ 790/1251]  eta: 0:03:41  lr: 2.848e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.1083 (4.0503)  acc1: 42.1875 (39.8077)  acc5: 65.6250 (62.5361)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [91]  [ 800/1251]  eta: 0:03:36  lr: 2.848e-02  img/s: 5.10e+02  pen: 4.9e-02  loss: 4.0494 (4.0515)  acc1: 41.4062 (39.7877)  acc5: 65.6250 (62.5239)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [91]  [ 810/1251]  eta: 0:03:31  lr: 2.848e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.7357 (4.0484)  acc1: 46.0938 (39.8341)  acc5: 69.5312 (62.5732)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [91]  [ 820/1251]  eta: 0:03:26  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.7357 (4.0482)  acc1: 43.7500 (39.8595)  acc5: 69.5312 (62.6123)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [91]  [ 830/1251]  eta: 0:03:21  lr: 2.848e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.9242 (4.0463)  acc1: 42.9688 (39.9049)  acc5: 66.7969 (62.6716)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [91]  [ 840/1251]  eta: 0:03:17  lr: 2.848e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.9242 (4.0466)  acc1: 41.0156 (39.8930)  acc5: 68.7500 (62.6728)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [91]  [ 850/1251]  eta: 0:03:12  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.3879 (4.0507)  acc1: 35.9375 (39.8392)  acc5: 61.7188 (62.6221)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [91]  [ 860/1251]  eta: 0:03:07  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.1105 (4.0505)  acc1: 35.9375 (39.8288)  acc5: 61.7188 (62.5871)  time: 0.4781  data: 0.0003  max mem: 42896
Epoch: [91]  [ 870/1251]  eta: 0:03:02  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.0177 (4.0500)  acc1: 43.3594 (39.8388)  acc5: 66.4062 (62.5919)  time: 0.4798  data: 0.0003  max mem: 42896
Epoch: [91]  [ 880/1251]  eta: 0:02:57  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0177 (4.0472)  acc1: 44.1406 (39.8899)  acc5: 68.3594 (62.6445)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [91]  [ 890/1251]  eta: 0:02:53  lr: 2.848e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.0621 (4.0484)  acc1: 44.1406 (39.8740)  acc5: 66.4062 (62.6363)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [91]  [ 900/1251]  eta: 0:02:48  lr: 2.848e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.5167 (4.0496)  acc1: 34.7656 (39.8420)  acc5: 60.1562 (62.5941)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [91]  [ 910/1251]  eta: 0:02:43  lr: 2.848e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.5737 (4.0534)  acc1: 33.9844 (39.7863)  acc5: 57.4219 (62.5163)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [91]  [ 920/1251]  eta: 0:02:38  lr: 2.848e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.5352 (4.0551)  acc1: 35.1562 (39.7543)  acc5: 58.5938 (62.4775)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [91]  [ 930/1251]  eta: 0:02:33  lr: 2.848e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.8032 (4.0530)  acc1: 44.1406 (39.7984)  acc5: 67.1875 (62.5260)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [91]  [ 940/1251]  eta: 0:02:28  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.9989 (4.0554)  acc1: 43.3594 (39.7831)  acc5: 66.0156 (62.5112)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [91]  [ 950/1251]  eta: 0:02:24  lr: 2.848e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 4.3118 (4.0533)  acc1: 39.8438 (39.8101)  acc5: 65.2344 (62.5456)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [91]  [ 960/1251]  eta: 0:02:19  lr: 2.848e-02  img/s: 5.07e+02  pen: 4.0e-02  loss: 4.4062 (4.0560)  acc1: 40.2344 (39.8031)  acc5: 60.5469 (62.5370)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [91]  [ 970/1251]  eta: 0:02:14  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.5043 (4.0606)  acc1: 35.9375 (39.7472)  acc5: 58.2031 (62.4767)  time: 0.4771  data: 0.0003  max mem: 42896
Epoch: [91]  [ 980/1251]  eta: 0:02:09  lr: 2.848e-02  img/s: 5.36e+02  pen: 4.3e-02  loss: 4.4559 (4.0589)  acc1: 39.8438 (39.7573)  acc5: 61.3281 (62.4908)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [91]  [ 990/1251]  eta: 0:02:04  lr: 2.848e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 3.6474 (4.0572)  acc1: 44.1406 (39.7953)  acc5: 67.5781 (62.5189)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [91]  [1000/1251]  eta: 0:02:00  lr: 2.848e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 3.6474 (4.0536)  acc1: 45.7031 (39.8449)  acc5: 71.0938 (62.5859)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [91]  [1010/1251]  eta: 0:01:55  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.7892 (4.0549)  acc1: 45.7031 (39.8175)  acc5: 68.7500 (62.5498)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [91]  [1020/1251]  eta: 0:01:50  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.0736 (4.0553)  acc1: 39.4531 (39.8284)  acc5: 63.6719 (62.5486)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [91]  [1030/1251]  eta: 0:01:45  lr: 2.848e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.0920 (4.0572)  acc1: 41.0156 (39.8331)  acc5: 65.2344 (62.5565)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [91]  [1040/1251]  eta: 0:01:41  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.8904 (4.0557)  acc1: 41.4062 (39.8576)  acc5: 66.4062 (62.5705)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [91]  [1050/1251]  eta: 0:01:36  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1329 (4.0578)  acc1: 39.0625 (39.8374)  acc5: 60.9375 (62.5427)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [91]  [1060/1251]  eta: 0:01:31  lr: 2.848e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.6086 (4.0537)  acc1: 46.0938 (39.9004)  acc5: 67.9688 (62.5957)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [91]  [1070/1251]  eta: 0:01:26  lr: 2.848e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 3.6086 (4.0559)  acc1: 46.0938 (39.8478)  acc5: 67.9688 (62.5390)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [91]  [1080/1251]  eta: 0:01:21  lr: 2.848e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.4072 (4.0548)  acc1: 38.2812 (39.8546)  acc5: 61.3281 (62.5614)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [91]  [1090/1251]  eta: 0:01:17  lr: 2.848e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.4072 (4.0573)  acc1: 36.7188 (39.8248)  acc5: 61.3281 (62.5376)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [91]  [1100/1251]  eta: 0:01:12  lr: 2.848e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.4999 (4.0580)  acc1: 35.5469 (39.7643)  acc5: 58.5938 (62.4734)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [91]  [1110/1251]  eta: 0:01:07  lr: 2.848e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.4312 (4.0585)  acc1: 34.7656 (39.7639)  acc5: 59.7656 (62.4761)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [91]  [1120/1251]  eta: 0:01:02  lr: 2.848e-02  img/s: 5.06e+02  pen: 4.7e-02  loss: 4.5266 (4.0604)  acc1: 34.7656 (39.6991)  acc5: 58.2031 (62.4132)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [91]  [1130/1251]  eta: 0:00:57  lr: 2.848e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 4.6006 (4.0618)  acc1: 35.1562 (39.6956)  acc5: 55.4688 (62.4012)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [91]  [1140/1251]  eta: 0:00:53  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3005 (4.0607)  acc1: 39.0625 (39.7280)  acc5: 62.8906 (62.4250)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [91]  [1150/1251]  eta: 0:00:48  lr: 2.848e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.3022 (4.0632)  acc1: 39.0625 (39.7121)  acc5: 61.7188 (62.4114)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [91]  [1160/1251]  eta: 0:00:43  lr: 2.848e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.4569 (4.0646)  acc1: 35.9375 (39.6846)  acc5: 60.9375 (62.3819)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [91]  [1170/1251]  eta: 0:00:38  lr: 2.848e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.6300 (4.0669)  acc1: 34.7656 (39.6513)  acc5: 57.4219 (62.3355)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [91]  [1180/1251]  eta: 0:00:33  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.9617 (4.0654)  acc1: 39.8438 (39.6476)  acc5: 59.3750 (62.3402)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [91]  [1190/1251]  eta: 0:00:29  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.8962 (4.0661)  acc1: 41.0156 (39.6450)  acc5: 65.2344 (62.3468)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [91]  [1200/1251]  eta: 0:00:24  lr: 2.848e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.8962 (4.0635)  acc1: 44.1406 (39.6694)  acc5: 66.0156 (62.3692)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [91]  [1210/1251]  eta: 0:00:19  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.2902 (4.0601)  acc1: 45.3125 (39.7118)  acc5: 69.9219 (62.4145)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [91]  [1220/1251]  eta: 0:00:14  lr: 2.848e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.6111 (4.0603)  acc1: 44.5312 (39.7007)  acc5: 69.9219 (62.4082)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [91]  [1230/1251]  eta: 0:00:10  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.5289 (4.0578)  acc1: 43.7500 (39.7146)  acc5: 70.7031 (62.4302)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [91]  [1240/1251]  eta: 0:00:05  lr: 2.848e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.5289 (4.0590)  acc1: 42.5781 (39.7015)  acc5: 66.0156 (62.4163)  time: 0.4743  data: 0.0005  max mem: 42896
Epoch: [91]  [1250/1251]  eta: 0:00:00  lr: 2.848e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.6041 (4.0618)  acc1: 35.9375 (39.6564)  acc5: 58.2031 (62.3651)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [91] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:27  loss: 2.3631 (2.3631)  acc1: 77.3438 (77.3438)  acc5: 94.9219 (94.9219)  time: 3.0145  data: 2.7603  max mem: 42896
Test:  Total time: 0:00:14
Test:  Acc@1 57.860 Acc@5 81.584 Loss: nan
Test: EMA  [ 0/49]  eta: 0:02:18  loss: 2.8235 (2.8235)  acc1: 71.4844 (71.4844)  acc5: 89.8438 (89.8438)  time: 2.8268  data: 2.5803  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 52.200 Acc@5 76.720 Loss: nan
Epoch: [92]  [   0/1251]  eta: 1:15:51  lr: 2.845e-02  img/s: 4.77e+02  pen: 4.1e-02  loss: 3.0609 (3.0609)  acc1: 52.3438 (52.3438)  acc5: 73.8281 (73.8281)  time: 3.6386  data: 3.1015  max mem: 42896
Epoch: [92]  [  10/1251]  eta: 0:15:45  lr: 2.845e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.1503 (3.5104)  acc1: 46.8750 (45.8807)  acc5: 72.6562 (69.6378)  time: 0.7618  data: 0.2822  max mem: 42896
Epoch: [92]  [  20/1251]  eta: 0:12:48  lr: 2.845e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.3362 (3.8018)  acc1: 42.1875 (42.2805)  acc5: 67.1875 (65.9970)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [92]  [  30/1251]  eta: 0:11:42  lr: 2.845e-02  img/s: 5.41e+02  pen: 5.1e-02  loss: 4.0038 (3.8420)  acc1: 41.7969 (41.5827)  acc5: 62.8906 (65.0454)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [92]  [  40/1251]  eta: 0:11:08  lr: 2.845e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.0038 (3.8753)  acc1: 43.7500 (42.1113)  acc5: 66.0156 (65.1867)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [92]  [  50/1251]  eta: 0:10:44  lr: 2.845e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.6190 (3.8523)  acc1: 43.7500 (42.3254)  acc5: 68.7500 (65.3493)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [92]  [  60/1251]  eta: 0:10:26  lr: 2.845e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.4155 (3.8090)  acc1: 47.6562 (42.8919)  acc5: 69.9219 (65.8299)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [92]  [  70/1251]  eta: 0:10:13  lr: 2.845e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 3.4567 (3.8120)  acc1: 48.0469 (43.1063)  acc5: 70.7031 (66.1257)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [92]  [  80/1251]  eta: 0:10:01  lr: 2.845e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.8649 (3.8529)  acc1: 44.5312 (42.4190)  acc5: 67.5781 (65.2971)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [92]  [  90/1251]  eta: 0:09:51  lr: 2.845e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.2587 (3.8788)  acc1: 41.0156 (42.1875)  acc5: 61.3281 (64.9725)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [92]  [ 100/1251]  eta: 0:09:42  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3044 (3.9180)  acc1: 42.5781 (41.9864)  acc5: 63.2812 (64.8670)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [92]  [ 110/1251]  eta: 0:09:34  lr: 2.845e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.2075 (3.9439)  acc1: 42.5781 (41.8215)  acc5: 66.4062 (64.7558)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [92]  [ 120/1251]  eta: 0:09:26  lr: 2.845e-02  img/s: 5.43e+02  pen: 4.7e-02  loss: 4.2075 (3.9496)  acc1: 40.2344 (41.5935)  acc5: 64.4531 (64.5790)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [92]  [ 130/1251]  eta: 0:09:19  lr: 2.845e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.2932 (3.9567)  acc1: 40.2344 (41.4838)  acc5: 63.2812 (64.2921)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [92]  [ 140/1251]  eta: 0:09:12  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.1002 (3.9618)  acc1: 44.5312 (41.4256)  acc5: 62.5000 (64.1512)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [92]  [ 150/1251]  eta: 0:09:05  lr: 2.845e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.3945 (3.9721)  acc1: 35.9375 (40.9742)  acc5: 58.9844 (63.7081)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [92]  [ 160/1251]  eta: 0:08:59  lr: 2.845e-02  img/s: 5.10e+02  pen: 4.6e-02  loss: 4.5691 (3.9813)  acc1: 33.2031 (40.7779)  acc5: 56.6406 (63.4365)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [92]  [ 170/1251]  eta: 0:08:53  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1577 (3.9834)  acc1: 40.2344 (40.8603)  acc5: 64.0625 (63.5005)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [92]  [ 180/1251]  eta: 0:08:47  lr: 2.845e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.3342 (4.0135)  acc1: 38.2812 (40.5603)  acc5: 60.9375 (63.2036)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [92]  [ 190/1251]  eta: 0:08:41  lr: 2.845e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.2376 (4.0035)  acc1: 38.2812 (40.7170)  acc5: 63.2812 (63.3467)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [92]  [ 200/1251]  eta: 0:08:35  lr: 2.845e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.8612 (4.0022)  acc1: 45.7031 (40.8116)  acc5: 67.1875 (63.4037)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [92]  [ 210/1251]  eta: 0:08:29  lr: 2.845e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.5027 (4.0191)  acc1: 41.4062 (40.6731)  acc5: 61.7188 (63.1924)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [92]  [ 220/1251]  eta: 0:08:23  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.5027 (4.0300)  acc1: 36.7188 (40.5313)  acc5: 58.5938 (63.0939)  time: 0.4729  data: 0.0003  max mem: 42896
Epoch: [92]  [ 230/1251]  eta: 0:08:18  lr: 2.845e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.0157 (4.0152)  acc1: 44.9219 (40.7738)  acc5: 67.9688 (63.3134)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [92]  [ 240/1251]  eta: 0:08:12  lr: 2.845e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 3.9081 (4.0282)  acc1: 42.1875 (40.6396)  acc5: 65.6250 (63.1532)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [92]  [ 250/1251]  eta: 0:08:07  lr: 2.845e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.2597 (4.0252)  acc1: 40.2344 (40.7168)  acc5: 64.8438 (63.2190)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [92]  [ 260/1251]  eta: 0:08:02  lr: 2.845e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.3111 (4.0437)  acc1: 40.2344 (40.5113)  acc5: 62.5000 (62.9819)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [92]  [ 270/1251]  eta: 0:07:56  lr: 2.845e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3574 (4.0336)  acc1: 38.2812 (40.6005)  acc5: 63.2812 (63.1832)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [92]  [ 280/1251]  eta: 0:07:51  lr: 2.845e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 3.8249 (4.0348)  acc1: 43.3594 (40.6472)  acc5: 68.3594 (63.2145)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [92]  [ 290/1251]  eta: 0:07:46  lr: 2.845e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.0942 (4.0346)  acc1: 43.3594 (40.6505)  acc5: 67.5781 (63.2786)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [92]  [ 300/1251]  eta: 0:07:41  lr: 2.845e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.1370 (4.0369)  acc1: 43.3594 (40.5731)  acc5: 67.5781 (63.2618)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [92]  [ 310/1251]  eta: 0:07:35  lr: 2.845e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.5972 (4.0236)  acc1: 45.7031 (40.7669)  acc5: 69.9219 (63.4797)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [92]  [ 320/1251]  eta: 0:07:30  lr: 2.845e-02  img/s: 5.12e+02  pen: 4.6e-02  loss: 3.8625 (4.0265)  acc1: 44.9219 (40.5727)  acc5: 69.9219 (63.3336)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [92]  [ 330/1251]  eta: 0:07:25  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.3291 (4.0286)  acc1: 41.7969 (40.6191)  acc5: 64.0625 (63.3568)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [92]  [ 340/1251]  eta: 0:07:20  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.7468 (4.0208)  acc1: 44.1406 (40.7476)  acc5: 67.5781 (63.5035)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [92]  [ 350/1251]  eta: 0:07:15  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1837 (4.0260)  acc1: 42.1875 (40.5894)  acc5: 65.2344 (63.3280)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [92]  [ 360/1251]  eta: 0:07:10  lr: 2.845e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4500 (4.0263)  acc1: 33.2031 (40.5557)  acc5: 56.6406 (63.2596)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [92]  [ 370/1251]  eta: 0:07:05  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.3045 (4.0276)  acc1: 39.4531 (40.5271)  acc5: 62.5000 (63.2455)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [92]  [ 380/1251]  eta: 0:07:00  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.4722 (4.0191)  acc1: 42.9688 (40.5758)  acc5: 68.7500 (63.2833)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [92]  [ 390/1251]  eta: 0:06:55  lr: 2.845e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.1457 (4.0271)  acc1: 40.2344 (40.4332)  acc5: 63.6719 (63.1294)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [92]  [ 400/1251]  eta: 0:06:50  lr: 2.845e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.1673 (4.0220)  acc1: 40.2344 (40.4779)  acc5: 63.6719 (63.1595)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [92]  [ 410/1251]  eta: 0:06:45  lr: 2.845e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.3731 (4.0144)  acc1: 49.2188 (40.5395)  acc5: 69.5312 (63.2670)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [92]  [ 420/1251]  eta: 0:06:40  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8303 (4.0133)  acc1: 42.9688 (40.5536)  acc5: 69.1406 (63.3119)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [92]  [ 430/1251]  eta: 0:06:35  lr: 2.845e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.8593 (4.0124)  acc1: 42.1875 (40.5171)  acc5: 67.9688 (63.2921)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [92]  [ 440/1251]  eta: 0:06:30  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.5414 (4.0093)  acc1: 44.1406 (40.5382)  acc5: 67.9688 (63.3069)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [92]  [ 450/1251]  eta: 0:06:25  lr: 2.845e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 3.4236 (4.0030)  acc1: 47.6562 (40.6441)  acc5: 70.3125 (63.3973)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [92]  [ 460/1251]  eta: 0:06:20  lr: 2.845e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.1066 (4.0113)  acc1: 39.8438 (40.5496)  acc5: 64.0625 (63.3041)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [92]  [ 470/1251]  eta: 0:06:15  lr: 2.845e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.3548 (4.0085)  acc1: 37.8906 (40.5636)  acc5: 61.3281 (63.3343)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [92]  [ 480/1251]  eta: 0:06:11  lr: 2.845e-02  img/s: 4.99e+02  pen: 5.0e-02  loss: 4.3164 (4.0118)  acc1: 40.6250 (40.5056)  acc5: 62.1094 (63.2910)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [92]  [ 490/1251]  eta: 0:06:06  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.2823 (4.0096)  acc1: 41.7969 (40.5502)  acc5: 64.0625 (63.3163)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [92]  [ 500/1251]  eta: 0:06:01  lr: 2.845e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.6801 (4.0082)  acc1: 43.7500 (40.5899)  acc5: 66.0156 (63.3662)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [92]  [ 510/1251]  eta: 0:05:56  lr: 2.845e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.6801 (4.0056)  acc1: 46.0938 (40.6663)  acc5: 68.7500 (63.4280)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [92]  [ 520/1251]  eta: 0:05:51  lr: 2.845e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.3235 (4.0008)  acc1: 47.6562 (40.7300)  acc5: 70.3125 (63.4979)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [92]  [ 530/1251]  eta: 0:05:46  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1882 (4.0086)  acc1: 42.1875 (40.6250)  acc5: 64.4531 (63.3967)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [92]  [ 540/1251]  eta: 0:05:41  lr: 2.845e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.5351 (4.0095)  acc1: 38.6719 (40.5846)  acc5: 59.7656 (63.3802)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [92]  [ 550/1251]  eta: 0:05:36  lr: 2.845e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.5139 (4.0173)  acc1: 39.0625 (40.4882)  acc5: 59.3750 (63.2976)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [92]  [ 560/1251]  eta: 0:05:31  lr: 2.845e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.6560 (4.0216)  acc1: 35.5469 (40.4057)  acc5: 58.5938 (63.2262)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [92]  [ 570/1251]  eta: 0:05:27  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.5052 (4.0264)  acc1: 33.9844 (40.3267)  acc5: 58.5938 (63.1465)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [92]  [ 580/1251]  eta: 0:05:22  lr: 2.845e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.1000 (4.0263)  acc1: 43.3594 (40.3460)  acc5: 65.2344 (63.1696)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [92]  [ 590/1251]  eta: 0:05:17  lr: 2.845e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.8246 (4.0205)  acc1: 45.7031 (40.3976)  acc5: 67.9688 (63.2231)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [92]  [ 600/1251]  eta: 0:05:12  lr: 2.845e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.3530 (4.0207)  acc1: 45.7031 (40.3884)  acc5: 69.5312 (63.2163)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [92]  [ 610/1251]  eta: 0:05:07  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.7113 (4.0171)  acc1: 43.7500 (40.4230)  acc5: 69.1406 (63.2621)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [92]  [ 620/1251]  eta: 0:05:02  lr: 2.845e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.7213 (4.0180)  acc1: 43.7500 (40.4143)  acc5: 69.1406 (63.2580)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [92]  [ 630/1251]  eta: 0:04:57  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.7508 (4.0175)  acc1: 42.9688 (40.4294)  acc5: 67.1875 (63.2596)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [92]  [ 640/1251]  eta: 0:04:53  lr: 2.845e-02  img/s: 4.87e+02  pen: 4.3e-02  loss: 3.9425 (4.0209)  acc1: 37.1094 (40.3989)  acc5: 58.5938 (63.2252)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [92]  [ 650/1251]  eta: 0:04:48  lr: 2.845e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.5074 (4.0247)  acc1: 37.1094 (40.3592)  acc5: 58.5938 (63.1576)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [92]  [ 660/1251]  eta: 0:04:43  lr: 2.845e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.3949 (4.0243)  acc1: 40.2344 (40.3407)  acc5: 62.5000 (63.1412)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [92]  [ 670/1251]  eta: 0:04:38  lr: 2.845e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.1793 (4.0240)  acc1: 36.3281 (40.3077)  acc5: 58.5938 (63.1177)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [92]  [ 680/1251]  eta: 0:04:33  lr: 2.845e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.1079 (4.0249)  acc1: 37.8906 (40.2688)  acc5: 64.8438 (63.0793)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [92]  [ 690/1251]  eta: 0:04:28  lr: 2.845e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.1071 (4.0241)  acc1: 39.8438 (40.2886)  acc5: 64.0625 (63.0902)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [92]  [ 700/1251]  eta: 0:04:24  lr: 2.845e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.1071 (4.0254)  acc1: 38.2812 (40.2561)  acc5: 63.6719 (63.0589)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [92]  [ 710/1251]  eta: 0:04:19  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.5921 (4.0297)  acc1: 35.5469 (40.2195)  acc5: 58.9844 (63.0208)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [92]  [ 720/1251]  eta: 0:04:14  lr: 2.845e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.1252 (4.0258)  acc1: 39.4531 (40.2653)  acc5: 58.9844 (63.0656)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [92]  [ 730/1251]  eta: 0:04:09  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.5497 (4.0265)  acc1: 42.9688 (40.2664)  acc5: 68.7500 (63.0595)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [92]  [ 740/1251]  eta: 0:04:05  lr: 2.845e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.9867 (4.0268)  acc1: 39.8438 (40.2259)  acc5: 61.3281 (63.0256)  time: 0.4866  data: 0.0004  max mem: 42896
Epoch: [92]  [ 750/1251]  eta: 0:04:00  lr: 2.845e-02  img/s: 5.42e+02  pen: 3.6e-02  loss: 3.5623 (4.0227)  acc1: 45.3125 (40.2900)  acc5: 68.7500 (63.0940)  time: 0.4858  data: 0.0004  max mem: 42896
Epoch: [92]  [ 760/1251]  eta: 0:03:55  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.6684 (4.0227)  acc1: 47.2656 (40.3222)  acc5: 68.7500 (63.1216)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [92]  [ 770/1251]  eta: 0:03:50  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.7624 (4.0193)  acc1: 45.3125 (40.3575)  acc5: 66.7969 (63.1389)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [92]  [ 780/1251]  eta: 0:03:45  lr: 2.845e-02  img/s: 5.38e+02  pen: 5.1e-02  loss: 3.4393 (4.0195)  acc1: 44.5312 (40.3324)  acc5: 67.1875 (63.1377)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [92]  [ 790/1251]  eta: 0:03:40  lr: 2.845e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.2299 (4.0209)  acc1: 38.2812 (40.3445)  acc5: 63.2812 (63.1336)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [92]  [ 800/1251]  eta: 0:03:36  lr: 2.845e-02  img/s: 5.07e+02  pen: 4.9e-02  loss: 4.2299 (4.0213)  acc1: 38.2812 (40.3168)  acc5: 63.2812 (63.1111)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [92]  [ 810/1251]  eta: 0:03:31  lr: 2.845e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.1039 (4.0236)  acc1: 34.3750 (40.2551)  acc5: 60.1562 (63.0544)  time: 0.4772  data: 0.0004  max mem: 42896
Epoch: [92]  [ 820/1251]  eta: 0:03:26  lr: 2.845e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 3.8699 (4.0213)  acc1: 43.3594 (40.3067)  acc5: 69.5312 (63.1062)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [92]  [ 830/1251]  eta: 0:03:21  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.0323 (4.0247)  acc1: 41.4062 (40.2377)  acc5: 62.1094 (63.0373)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [92]  [ 840/1251]  eta: 0:03:16  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.6393 (4.0216)  acc1: 44.9219 (40.2627)  acc5: 68.7500 (63.0578)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [92]  [ 850/1251]  eta: 0:03:12  lr: 2.845e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 3.4725 (4.0205)  acc1: 46.0938 (40.2729)  acc5: 69.1406 (63.0719)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [92]  [ 860/1251]  eta: 0:03:07  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.4114 (4.0234)  acc1: 38.6719 (40.2489)  acc5: 58.5938 (63.0449)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [92]  [ 870/1251]  eta: 0:03:02  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.1080 (4.0230)  acc1: 39.4531 (40.2694)  acc5: 64.8438 (63.0794)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [92]  [ 880/1251]  eta: 0:02:57  lr: 2.845e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 3.8423 (4.0196)  acc1: 47.6562 (40.3333)  acc5: 69.5312 (63.1380)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [92]  [ 890/1251]  eta: 0:02:52  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.2994 (4.0147)  acc1: 47.6562 (40.3799)  acc5: 71.4844 (63.2089)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [92]  [ 900/1251]  eta: 0:02:48  lr: 2.845e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.3463 (4.0143)  acc1: 43.7500 (40.3614)  acc5: 71.0938 (63.1937)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [92]  [ 910/1251]  eta: 0:02:43  lr: 2.845e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.2936 (4.0164)  acc1: 39.4531 (40.3416)  acc5: 62.8906 (63.1500)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [92]  [ 920/1251]  eta: 0:02:38  lr: 2.845e-02  img/s: 5.39e+02  pen: 5.0e-02  loss: 3.8414 (4.0139)  acc1: 42.5781 (40.3875)  acc5: 66.4062 (63.1918)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [92]  [ 930/1251]  eta: 0:02:33  lr: 2.845e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.1232 (4.0158)  acc1: 41.4062 (40.3959)  acc5: 66.0156 (63.1801)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [92]  [ 940/1251]  eta: 0:02:28  lr: 2.845e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.1232 (4.0145)  acc1: 41.4062 (40.4216)  acc5: 65.2344 (63.2161)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [92]  [ 950/1251]  eta: 0:02:24  lr: 2.845e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.1084 (4.0142)  acc1: 41.4062 (40.4106)  acc5: 66.0156 (63.2106)  time: 0.4739  data: 0.0007  max mem: 42896
Epoch: [92]  [ 960/1251]  eta: 0:02:19  lr: 2.845e-02  img/s: 5.08e+02  pen: 4.3e-02  loss: 4.2527 (4.0169)  acc1: 39.4531 (40.3990)  acc5: 63.2812 (63.2012)  time: 0.4754  data: 0.0008  max mem: 42896
Epoch: [92]  [ 970/1251]  eta: 0:02:14  lr: 2.845e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.3914 (4.0185)  acc1: 38.2812 (40.3764)  acc5: 62.8906 (63.1726)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [92]  [ 980/1251]  eta: 0:02:09  lr: 2.845e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 4.3914 (4.0189)  acc1: 38.2812 (40.3837)  acc5: 62.8906 (63.1749)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [92]  [ 990/1251]  eta: 0:02:04  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.3914 (4.0205)  acc1: 37.5000 (40.3337)  acc5: 61.7188 (63.1173)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [92]  [1000/1251]  eta: 0:02:00  lr: 2.845e-02  img/s: 5.38e+02  pen: 4.8e-02  loss: 4.6022 (4.0245)  acc1: 30.0781 (40.2765)  acc5: 53.9062 (63.0483)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [92]  [1010/1251]  eta: 0:01:55  lr: 2.845e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.1694 (4.0216)  acc1: 41.0156 (40.3341)  acc5: 65.2344 (63.1139)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [92]  [1020/1251]  eta: 0:01:50  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.7567 (4.0215)  acc1: 43.7500 (40.3457)  acc5: 69.5312 (63.1225)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [92]  [1030/1251]  eta: 0:01:45  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7516 (4.0179)  acc1: 43.7500 (40.3719)  acc5: 69.9219 (63.1615)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [92]  [1040/1251]  eta: 0:01:40  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8438 (4.0209)  acc1: 42.1875 (40.3323)  acc5: 67.9688 (63.1128)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [92]  [1050/1251]  eta: 0:01:36  lr: 2.845e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 3.8577 (4.0188)  acc1: 42.1875 (40.3667)  acc5: 62.1094 (63.1393)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [92]  [1060/1251]  eta: 0:01:31  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.8904 (4.0217)  acc1: 43.3594 (40.3154)  acc5: 64.4531 (63.0648)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [92]  [1070/1251]  eta: 0:01:26  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2420 (4.0217)  acc1: 39.8438 (40.3029)  acc5: 63.2812 (63.0533)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [92]  [1080/1251]  eta: 0:01:21  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8889 (4.0230)  acc1: 35.9375 (40.2954)  acc5: 60.1562 (63.0475)  time: 0.4742  data: 0.0005  max mem: 42896
Epoch: [92]  [1090/1251]  eta: 0:01:16  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.4568 (4.0265)  acc1: 35.9375 (40.2612)  acc5: 60.1562 (63.0167)  time: 0.4759  data: 0.0005  max mem: 42896
Epoch: [92]  [1100/1251]  eta: 0:01:12  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1665 (4.0239)  acc1: 40.2344 (40.2897)  acc5: 65.2344 (63.0460)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [92]  [1110/1251]  eta: 0:01:07  lr: 2.845e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 3.5684 (4.0237)  acc1: 45.7031 (40.2783)  acc5: 68.3594 (63.0467)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [92]  [1120/1251]  eta: 0:01:02  lr: 2.845e-02  img/s: 5.10e+02  pen: 4.6e-02  loss: 4.1330 (4.0249)  acc1: 40.2344 (40.2560)  acc5: 65.6250 (63.0446)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [92]  [1130/1251]  eta: 0:00:57  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.0851 (4.0254)  acc1: 41.4062 (40.2624)  acc5: 66.4062 (63.0419)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [92]  [1140/1251]  eta: 0:00:53  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.7923 (4.0238)  acc1: 44.5312 (40.2974)  acc5: 67.5781 (63.0899)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [92]  [1150/1251]  eta: 0:00:48  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.9604 (4.0243)  acc1: 44.5312 (40.2588)  acc5: 68.7500 (63.0518)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [92]  [1160/1251]  eta: 0:00:43  lr: 2.845e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.2420 (4.0245)  acc1: 38.2812 (40.2529)  acc5: 61.3281 (63.0447)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [92]  [1170/1251]  eta: 0:00:38  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.9437 (4.0243)  acc1: 42.5781 (40.2607)  acc5: 64.8438 (63.0504)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [92]  [1180/1251]  eta: 0:00:33  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.4856 (4.0280)  acc1: 35.5469 (40.1874)  acc5: 60.5469 (62.9707)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [92]  [1190/1251]  eta: 0:00:29  lr: 2.845e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.5475 (4.0287)  acc1: 38.6719 (40.2039)  acc5: 58.2031 (62.9684)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [92]  [1200/1251]  eta: 0:00:24  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.7752 (4.0269)  acc1: 42.9688 (40.2464)  acc5: 64.4531 (62.9980)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [92]  [1210/1251]  eta: 0:00:19  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.9111 (4.0282)  acc1: 42.9688 (40.2370)  acc5: 63.2812 (62.9874)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [92]  [1220/1251]  eta: 0:00:14  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0020 (4.0277)  acc1: 41.4062 (40.2337)  acc5: 66.7969 (62.9972)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [92]  [1230/1251]  eta: 0:00:10  lr: 2.845e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.6108 (4.0258)  acc1: 44.1406 (40.2699)  acc5: 68.3594 (63.0369)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [92]  [1240/1251]  eta: 0:00:05  lr: 2.845e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 3.8495 (4.0273)  acc1: 42.5781 (40.2712)  acc5: 64.8438 (63.0263)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [92]  [1250/1251]  eta: 0:00:00  lr: 2.845e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.3481 (4.0278)  acc1: 39.8438 (40.2868)  acc5: 62.1094 (63.0368)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [92] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:26  loss: 2.3637 (2.3637)  acc1: 76.1719 (76.1719)  acc5: 92.9688 (92.9688)  time: 2.9837  data: 2.7297  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 57.798 Acc@5 81.678 Loss: 2.920
Test: EMA  [ 0/49]  eta: 0:02:14  loss: 2.6999 (2.6999)  acc1: 72.6562 (72.6562)  acc5: 90.2344 (90.2344)  time: 2.7438  data: 2.4966  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 52.864 Acc@5 77.268 Loss: nan
Epoch: [93]  [   0/1251]  eta: 1:25:34  lr: 2.841e-02  img/s: 5.03e+02  pen: 4.4e-02  loss: 4.6680 (4.6680)  acc1: 35.1562 (35.1562)  acc5: 57.0312 (57.0312)  time: 4.1040  data: 3.5951  max mem: 42896
Epoch: [93]  [  10/1251]  eta: 0:16:37  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9325 (3.9387)  acc1: 43.7500 (41.8679)  acc5: 67.5781 (66.0511)  time: 0.8039  data: 0.3272  max mem: 42896
Epoch: [93]  [  20/1251]  eta: 0:13:15  lr: 2.841e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.2913 (4.0347)  acc1: 43.3594 (41.6481)  acc5: 65.2344 (65.3088)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [93]  [  30/1251]  eta: 0:12:01  lr: 2.841e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.3175 (4.0681)  acc1: 42.9688 (40.8014)  acc5: 65.2344 (64.2137)  time: 0.4734  data: 0.0004  max mem: 42896
Epoch: [93]  [  40/1251]  eta: 0:11:21  lr: 2.841e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.8112 (3.9900)  acc1: 44.1406 (41.6635)  acc5: 67.5781 (64.9962)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [93]  [  50/1251]  eta: 0:10:54  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 3.4097 (3.9443)  acc1: 46.4844 (41.7969)  acc5: 69.1406 (65.0965)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [93]  [  60/1251]  eta: 0:10:35  lr: 2.841e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.3393 (3.9291)  acc1: 48.0469 (42.0850)  acc5: 69.9219 (65.2152)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [93]  [  70/1251]  eta: 0:10:20  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.7102 (3.9164)  acc1: 47.2656 (42.4186)  acc5: 70.3125 (65.6085)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [93]  [  80/1251]  eta: 0:10:08  lr: 2.841e-02  img/s: 5.41e+02  pen: 5.4e-02  loss: 3.9515 (3.9288)  acc1: 43.3594 (41.8789)  acc5: 67.9688 (64.9113)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [93]  [  90/1251]  eta: 0:09:57  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.3539 (3.8933)  acc1: 44.9219 (42.2562)  acc5: 68.7500 (65.1228)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [93]  [ 100/1251]  eta: 0:09:47  lr: 2.841e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 3.2812 (3.8997)  acc1: 48.0469 (42.3422)  acc5: 69.5312 (65.1493)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [93]  [ 110/1251]  eta: 0:09:38  lr: 2.841e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.1977 (3.9122)  acc1: 41.0156 (42.2262)  acc5: 64.8438 (65.0936)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [93]  [ 120/1251]  eta: 0:09:30  lr: 2.841e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.1977 (3.9136)  acc1: 41.0156 (42.2973)  acc5: 66.7969 (65.2279)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [93]  [ 130/1251]  eta: 0:09:25  lr: 2.841e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 4.1826 (3.9241)  acc1: 41.7969 (42.1070)  acc5: 66.7969 (65.1211)  time: 0.4890  data: 0.0003  max mem: 42896
Epoch: [93]  [ 140/1251]  eta: 0:09:18  lr: 2.841e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.1826 (3.9299)  acc1: 41.0156 (41.9409)  acc5: 66.0156 (64.9518)  time: 0.4891  data: 0.0003  max mem: 42896
Epoch: [93]  [ 150/1251]  eta: 0:09:11  lr: 2.841e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 3.8933 (3.9303)  acc1: 44.1406 (41.9547)  acc5: 67.1875 (64.9032)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [93]  [ 160/1251]  eta: 0:09:05  lr: 2.841e-02  img/s: 4.98e+02  pen: 4.7e-02  loss: 4.1068 (3.9454)  acc1: 45.3125 (41.9861)  acc5: 66.0156 (64.9020)  time: 0.4813  data: 0.0003  max mem: 42896
Epoch: [93]  [ 170/1251]  eta: 0:08:58  lr: 2.841e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.1338 (3.9498)  acc1: 41.7969 (41.8037)  acc5: 63.2812 (64.7615)  time: 0.4808  data: 0.0003  max mem: 42896
Epoch: [93]  [ 180/1251]  eta: 0:08:52  lr: 2.841e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.3931 (3.9563)  acc1: 38.2812 (41.6393)  acc5: 63.2812 (64.6150)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [93]  [ 190/1251]  eta: 0:08:45  lr: 2.841e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.3153 (3.9674)  acc1: 38.2812 (41.4696)  acc5: 64.8438 (64.3059)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [93]  [ 200/1251]  eta: 0:08:40  lr: 2.841e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.4990 (3.9540)  acc1: 43.7500 (41.6647)  acc5: 65.6250 (64.5017)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [93]  [ 210/1251]  eta: 0:08:34  lr: 2.841e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 3.9824 (3.9613)  acc1: 43.7500 (41.5951)  acc5: 66.7969 (64.4605)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [93]  [ 220/1251]  eta: 0:08:28  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.9824 (3.9540)  acc1: 44.5312 (41.6838)  acc5: 69.5312 (64.5556)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [93]  [ 230/1251]  eta: 0:08:22  lr: 2.841e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 3.7367 (3.9649)  acc1: 43.7500 (41.4739)  acc5: 68.3594 (64.3297)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [93]  [ 240/1251]  eta: 0:08:16  lr: 2.841e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.7642 (3.9597)  acc1: 43.3594 (41.5829)  acc5: 65.2344 (64.4677)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [93]  [ 250/1251]  eta: 0:08:11  lr: 2.841e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.1127 (3.9611)  acc1: 43.3594 (41.5992)  acc5: 66.0156 (64.4671)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [93]  [ 260/1251]  eta: 0:08:05  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.8543 (3.9643)  acc1: 43.3594 (41.4631)  acc5: 66.4062 (64.3124)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [93]  [ 270/1251]  eta: 0:08:00  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.5804 (3.9578)  acc1: 45.7031 (41.5086)  acc5: 70.7031 (64.3681)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [93]  [ 280/1251]  eta: 0:07:54  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.5040 (3.9575)  acc1: 43.7500 (41.5202)  acc5: 71.4844 (64.4225)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [93]  [ 290/1251]  eta: 0:07:49  lr: 2.841e-02  img/s: 5.41e+02  pen: 5.1e-02  loss: 3.5685 (3.9532)  acc1: 44.5312 (41.5727)  acc5: 70.3125 (64.4625)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [93]  [ 300/1251]  eta: 0:07:44  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.4081 (3.9527)  acc1: 42.9688 (41.5205)  acc5: 68.3594 (64.3856)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [93]  [ 310/1251]  eta: 0:07:39  lr: 2.841e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.9109 (3.9588)  acc1: 40.6250 (41.3887)  acc5: 65.6250 (64.2584)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [93]  [ 320/1251]  eta: 0:07:33  lr: 2.841e-02  img/s: 4.85e+02  pen: 5.1e-02  loss: 3.8378 (3.9507)  acc1: 44.5312 (41.4610)  acc5: 68.3594 (64.3400)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [93]  [ 330/1251]  eta: 0:07:28  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.4976 (3.9453)  acc1: 44.5312 (41.4853)  acc5: 69.5312 (64.4047)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [93]  [ 340/1251]  eta: 0:07:23  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.5039 (3.9413)  acc1: 44.1406 (41.5105)  acc5: 69.5312 (64.4417)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [93]  [ 350/1251]  eta: 0:07:18  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.0785 (3.9465)  acc1: 43.3594 (41.3028)  acc5: 66.7969 (64.2005)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [93]  [ 360/1251]  eta: 0:07:13  lr: 2.841e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.3105 (3.9509)  acc1: 39.8438 (41.3056)  acc5: 61.3281 (64.1610)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [93]  [ 370/1251]  eta: 0:07:07  lr: 2.841e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.3105 (3.9613)  acc1: 39.8438 (41.1999)  acc5: 62.8906 (64.0509)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [93]  [ 380/1251]  eta: 0:07:02  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.5137 (3.9667)  acc1: 36.7188 (41.1243)  acc5: 62.5000 (63.9846)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [93]  [ 390/1251]  eta: 0:06:57  lr: 2.841e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.5483 (3.9753)  acc1: 38.6719 (40.9986)  acc5: 62.5000 (63.8317)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [93]  [ 400/1251]  eta: 0:06:52  lr: 2.841e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 3.6935 (3.9725)  acc1: 42.9688 (41.0673)  acc5: 65.2344 (63.8872)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [93]  [ 410/1251]  eta: 0:06:47  lr: 2.841e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.1760 (3.9847)  acc1: 37.8906 (40.9092)  acc5: 59.7656 (63.7099)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [93]  [ 420/1251]  eta: 0:06:42  lr: 2.841e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.5096 (3.9841)  acc1: 35.9375 (40.8709)  acc5: 59.7656 (63.6320)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [93]  [ 430/1251]  eta: 0:06:37  lr: 2.841e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.3200 (3.9830)  acc1: 43.3594 (40.8543)  acc5: 69.1406 (63.6483)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [93]  [ 440/1251]  eta: 0:06:32  lr: 2.841e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.3032 (3.9889)  acc1: 38.6719 (40.7720)  acc5: 65.2344 (63.5789)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [93]  [ 450/1251]  eta: 0:06:27  lr: 2.841e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.2672 (3.9877)  acc1: 41.4062 (40.8095)  acc5: 65.2344 (63.6043)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [93]  [ 460/1251]  eta: 0:06:22  lr: 2.841e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.1328 (3.9962)  acc1: 43.3594 (40.7131)  acc5: 65.6250 (63.5066)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [93]  [ 470/1251]  eta: 0:06:17  lr: 2.841e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.1328 (3.9914)  acc1: 44.1406 (40.8050)  acc5: 66.0156 (63.6022)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [93]  [ 480/1251]  eta: 0:06:12  lr: 2.841e-02  img/s: 5.05e+02  pen: 4.5e-02  loss: 3.9456 (3.9960)  acc1: 44.5312 (40.7899)  acc5: 66.0156 (63.5834)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [93]  [ 490/1251]  eta: 0:06:07  lr: 2.841e-02  img/s: 5.40e+02  pen: 5.2e-02  loss: 4.4601 (4.0090)  acc1: 36.7188 (40.5836)  acc5: 57.8125 (63.3513)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [93]  [ 500/1251]  eta: 0:06:02  lr: 2.841e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.5312 (4.0072)  acc1: 35.5469 (40.6078)  acc5: 58.9844 (63.3912)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [93]  [ 510/1251]  eta: 0:05:57  lr: 2.841e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.3898 (4.0128)  acc1: 36.3281 (40.4545)  acc5: 60.9375 (63.2346)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [93]  [ 520/1251]  eta: 0:05:52  lr: 2.841e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.2482 (4.0136)  acc1: 36.3281 (40.4361)  acc5: 60.9375 (63.2100)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [93]  [ 530/1251]  eta: 0:05:47  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.2482 (4.0185)  acc1: 38.2812 (40.3889)  acc5: 63.6719 (63.1422)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [93]  [ 540/1251]  eta: 0:05:42  lr: 2.841e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.5462 (4.0225)  acc1: 33.9844 (40.3073)  acc5: 52.7344 (63.0314)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [93]  [ 550/1251]  eta: 0:05:37  lr: 2.841e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.6300 (4.0124)  acc1: 46.0938 (40.4449)  acc5: 68.7500 (63.1692)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [93]  [ 560/1251]  eta: 0:05:33  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.6092 (4.0147)  acc1: 45.3125 (40.4419)  acc5: 69.5312 (63.1740)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [93]  [ 570/1251]  eta: 0:05:28  lr: 2.841e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.4145 (4.0184)  acc1: 41.7969 (40.3917)  acc5: 62.1094 (63.1431)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [93]  [ 580/1251]  eta: 0:05:23  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.9523 (4.0136)  acc1: 42.9688 (40.4630)  acc5: 67.5781 (63.2261)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [93]  [ 590/1251]  eta: 0:05:18  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.9968 (4.0150)  acc1: 42.9688 (40.4829)  acc5: 67.1875 (63.2475)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [93]  [ 600/1251]  eta: 0:05:13  lr: 2.841e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.2306 (4.0177)  acc1: 41.7969 (40.4391)  acc5: 65.2344 (63.1955)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [93]  [ 610/1251]  eta: 0:05:08  lr: 2.841e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.3636 (4.0226)  acc1: 39.0625 (40.3859)  acc5: 62.1094 (63.1342)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [93]  [ 620/1251]  eta: 0:05:03  lr: 2.841e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.2562 (4.0201)  acc1: 40.6250 (40.4287)  acc5: 64.0625 (63.1963)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [93]  [ 630/1251]  eta: 0:04:58  lr: 2.841e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.9279 (4.0228)  acc1: 44.1406 (40.3811)  acc5: 67.5781 (63.1339)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [93]  [ 640/1251]  eta: 0:04:54  lr: 2.841e-02  img/s: 5.09e+02  pen: 4.7e-02  loss: 4.3342 (4.0283)  acc1: 35.1562 (40.3227)  acc5: 58.5938 (63.0777)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [93]  [ 650/1251]  eta: 0:04:49  lr: 2.841e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.5955 (4.0334)  acc1: 35.1562 (40.2548)  acc5: 57.8125 (62.9992)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [93]  [ 660/1251]  eta: 0:04:44  lr: 2.841e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.4208 (4.0320)  acc1: 37.1094 (40.2101)  acc5: 58.9844 (62.9621)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [93]  [ 670/1251]  eta: 0:04:39  lr: 2.841e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.0852 (4.0349)  acc1: 39.0625 (40.1377)  acc5: 60.9375 (62.8982)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [93]  [ 680/1251]  eta: 0:04:34  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.5593 (4.0366)  acc1: 33.5938 (40.0720)  acc5: 59.7656 (62.8338)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [93]  [ 690/1251]  eta: 0:04:29  lr: 2.841e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.8081 (4.0350)  acc1: 42.9688 (40.1315)  acc5: 64.0625 (62.8765)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [93]  [ 700/1251]  eta: 0:04:24  lr: 2.841e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 3.6962 (4.0344)  acc1: 45.3125 (40.1525)  acc5: 69.9219 (62.9085)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [93]  [ 710/1251]  eta: 0:04:20  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0290 (4.0349)  acc1: 44.5312 (40.1750)  acc5: 69.9219 (62.9258)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [93]  [ 720/1251]  eta: 0:04:15  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.9560 (4.0331)  acc1: 44.5312 (40.2105)  acc5: 67.1875 (62.9638)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [93]  [ 730/1251]  eta: 0:04:10  lr: 2.841e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.2569 (4.0382)  acc1: 39.8438 (40.1446)  acc5: 62.5000 (62.8821)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [93]  [ 740/1251]  eta: 0:04:05  lr: 2.841e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.3390 (4.0367)  acc1: 40.6250 (40.2043)  acc5: 62.8906 (62.9439)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [93]  [ 750/1251]  eta: 0:04:00  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1191 (4.0377)  acc1: 43.7500 (40.2099)  acc5: 65.6250 (62.9374)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [93]  [ 760/1251]  eta: 0:03:55  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.5216 (4.0399)  acc1: 36.3281 (40.1548)  acc5: 58.9844 (62.8680)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [93]  [ 770/1251]  eta: 0:03:50  lr: 2.841e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.6319 (4.0445)  acc1: 36.3281 (40.0996)  acc5: 56.6406 (62.7933)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [93]  [ 780/1251]  eta: 0:03:46  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3135 (4.0431)  acc1: 40.6250 (40.1428)  acc5: 63.2812 (62.8346)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [93]  [ 790/1251]  eta: 0:03:41  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8834 (4.0411)  acc1: 43.7500 (40.1796)  acc5: 66.0156 (62.8669)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [93]  [ 800/1251]  eta: 0:03:36  lr: 2.841e-02  img/s: 5.10e+02  pen: 4.9e-02  loss: 3.8834 (4.0395)  acc1: 44.5312 (40.1846)  acc5: 67.1875 (62.8667)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [93]  [ 810/1251]  eta: 0:03:31  lr: 2.841e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.3012 (4.0437)  acc1: 38.6719 (40.1303)  acc5: 64.0625 (62.8131)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [93]  [ 820/1251]  eta: 0:03:26  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.6154 (4.0463)  acc1: 33.9844 (40.0850)  acc5: 56.2500 (62.7641)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [93]  [ 830/1251]  eta: 0:03:21  lr: 2.841e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.5382 (4.0461)  acc1: 34.3750 (40.0647)  acc5: 56.2500 (62.7426)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [93]  [ 840/1251]  eta: 0:03:17  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.4450 (4.0406)  acc1: 44.5312 (40.1308)  acc5: 66.4062 (62.8121)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [93]  [ 850/1251]  eta: 0:03:12  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.2471 (4.0409)  acc1: 44.5312 (40.1132)  acc5: 67.9688 (62.7887)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [93]  [ 860/1251]  eta: 0:03:07  lr: 2.841e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.4775 (4.0445)  acc1: 35.1562 (40.0801)  acc5: 61.3281 (62.7568)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [93]  [ 870/1251]  eta: 0:03:02  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.3215 (4.0437)  acc1: 38.2812 (40.1070)  acc5: 63.6719 (62.7785)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [93]  [ 880/1251]  eta: 0:02:57  lr: 2.841e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 3.7681 (4.0403)  acc1: 45.3125 (40.1723)  acc5: 67.5781 (62.8405)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [93]  [ 890/1251]  eta: 0:02:53  lr: 2.841e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 3.4463 (4.0383)  acc1: 46.4844 (40.2032)  acc5: 70.3125 (62.8744)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [93]  [ 900/1251]  eta: 0:02:48  lr: 2.841e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 3.9349 (4.0410)  acc1: 41.0156 (40.1546)  acc5: 68.7500 (62.8351)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [93]  [ 910/1251]  eta: 0:02:43  lr: 2.841e-02  img/s: 5.40e+02  pen: 5.4e-02  loss: 4.3710 (4.0436)  acc1: 34.3750 (40.1147)  acc5: 61.7188 (62.7959)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [93]  [ 920/1251]  eta: 0:02:38  lr: 2.841e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.3217 (4.0451)  acc1: 41.0156 (40.1122)  acc5: 63.6719 (62.7910)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [93]  [ 930/1251]  eta: 0:02:33  lr: 2.841e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.2691 (4.0459)  acc1: 41.7969 (40.0989)  acc5: 63.6719 (62.7597)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [93]  [ 940/1251]  eta: 0:02:29  lr: 2.841e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 4.2893 (4.0467)  acc1: 39.4531 (40.1007)  acc5: 65.2344 (62.7661)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [93]  [ 950/1251]  eta: 0:02:24  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.6144 (4.0429)  acc1: 45.7031 (40.1461)  acc5: 67.5781 (62.7953)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [93]  [ 960/1251]  eta: 0:02:19  lr: 2.841e-02  img/s: 5.08e+02  pen: 4.6e-02  loss: 4.3700 (4.0462)  acc1: 37.1094 (40.0990)  acc5: 60.5469 (62.7435)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [93]  [ 970/1251]  eta: 0:02:14  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.5574 (4.0474)  acc1: 33.5938 (40.0634)  acc5: 53.5156 (62.7124)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [93]  [ 980/1251]  eta: 0:02:09  lr: 2.841e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.3792 (4.0482)  acc1: 37.1094 (40.0428)  acc5: 59.3750 (62.6836)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [93]  [ 990/1251]  eta: 0:02:05  lr: 2.841e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.0373 (4.0466)  acc1: 42.5781 (40.0641)  acc5: 66.4062 (62.7215)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [93]  [1000/1251]  eta: 0:02:00  lr: 2.841e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.0373 (4.0473)  acc1: 42.5781 (40.0654)  acc5: 67.1875 (62.7232)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [93]  [1010/1251]  eta: 0:01:55  lr: 2.841e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.2689 (4.0465)  acc1: 39.8438 (40.1158)  acc5: 64.4531 (62.7693)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [93]  [1020/1251]  eta: 0:01:50  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7634 (4.0436)  acc1: 46.4844 (40.1433)  acc5: 66.7969 (62.7961)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [93]  [1030/1251]  eta: 0:01:45  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.6542 (4.0444)  acc1: 45.3125 (40.1165)  acc5: 66.7969 (62.7664)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [93]  [1040/1251]  eta: 0:01:41  lr: 2.841e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.4961 (4.0457)  acc1: 35.9375 (40.1042)  acc5: 60.9375 (62.7578)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [93]  [1050/1251]  eta: 0:01:36  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.2106 (4.0448)  acc1: 39.4531 (40.1229)  acc5: 61.3281 (62.7854)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [93]  [1060/1251]  eta: 0:01:31  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.4003 (4.0395)  acc1: 45.7031 (40.1854)  acc5: 68.7500 (62.8516)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [93]  [1070/1251]  eta: 0:01:26  lr: 2.841e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 3.2040 (4.0352)  acc1: 47.6562 (40.2355)  acc5: 70.7031 (62.9136)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [93]  [1080/1251]  eta: 0:01:21  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.2040 (4.0335)  acc1: 47.6562 (40.2575)  acc5: 71.8750 (62.9456)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [93]  [1090/1251]  eta: 0:01:17  lr: 2.841e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 3.9125 (4.0344)  acc1: 43.3594 (40.2645)  acc5: 66.0156 (62.9508)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [93]  [1100/1251]  eta: 0:01:12  lr: 2.841e-02  img/s: 5.37e+02  pen: 5.0e-02  loss: 3.9125 (4.0345)  acc1: 41.0156 (40.2500)  acc5: 65.6250 (62.9265)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [93]  [1110/1251]  eta: 0:01:07  lr: 2.841e-02  img/s: 5.40e+02  pen: 5.2e-02  loss: 4.6036 (4.0381)  acc1: 35.1562 (40.1862)  acc5: 54.2969 (62.8505)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [93]  [1120/1251]  eta: 0:01:02  lr: 2.841e-02  img/s: 4.88e+02  pen: 4.3e-02  loss: 4.6036 (4.0413)  acc1: 32.4219 (40.1309)  acc5: 56.2500 (62.8028)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [93]  [1130/1251]  eta: 0:00:57  lr: 2.841e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.5520 (4.0408)  acc1: 36.3281 (40.1643)  acc5: 60.1562 (62.8236)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [93]  [1140/1251]  eta: 0:00:53  lr: 2.841e-02  img/s: 5.38e+02  pen: 3.9e-02  loss: 3.9729 (4.0407)  acc1: 41.7969 (40.1714)  acc5: 66.0156 (62.8293)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [93]  [1150/1251]  eta: 0:00:48  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1168 (4.0403)  acc1: 42.1875 (40.1936)  acc5: 66.0156 (62.8553)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [93]  [1160/1251]  eta: 0:00:43  lr: 2.841e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.3055 (4.0428)  acc1: 38.2812 (40.1523)  acc5: 62.1094 (62.8180)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [93]  [1170/1251]  eta: 0:00:38  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.5965 (4.0457)  acc1: 30.8594 (40.0769)  acc5: 55.4688 (62.7332)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [93]  [1180/1251]  eta: 0:00:33  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4106 (4.0458)  acc1: 37.8906 (40.0769)  acc5: 58.9844 (62.7229)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [93]  [1190/1251]  eta: 0:00:29  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3499 (4.0468)  acc1: 38.2812 (40.0592)  acc5: 60.9375 (62.6889)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [93]  [1200/1251]  eta: 0:00:24  lr: 2.841e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.5441 (4.0483)  acc1: 33.9844 (40.0415)  acc5: 58.9844 (62.6717)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [93]  [1210/1251]  eta: 0:00:19  lr: 2.841e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.2409 (4.0463)  acc1: 40.6250 (40.0876)  acc5: 65.2344 (62.7226)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [93]  [1220/1251]  eta: 0:00:14  lr: 2.841e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.8082 (4.0453)  acc1: 44.1406 (40.0783)  acc5: 66.4062 (62.7111)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [93]  [1230/1251]  eta: 0:00:10  lr: 2.841e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.6129 (4.0426)  acc1: 44.5312 (40.1040)  acc5: 66.4062 (62.7513)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [93]  [1240/1251]  eta: 0:00:05  lr: 2.841e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.8167 (4.0451)  acc1: 42.1875 (40.0738)  acc5: 66.4062 (62.7131)  time: 0.4743  data: 0.0005  max mem: 42896
Epoch: [93]  [1250/1251]  eta: 0:00:00  lr: 2.841e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.8310 (4.0425)  acc1: 42.1875 (40.0973)  acc5: 67.5781 (62.7432)  time: 0.4755  data: 0.0005  max mem: 42896
Epoch: [93] Total time: 0:09:59
Test:   [ 0/49]  eta: 0:02:05  loss: 2.1977 (2.1977)  acc1: 77.7344 (77.7344)  acc5: 92.9688 (92.9688)  time: 2.5545  data: 2.3049  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 58.358 Acc@5 82.030 Loss: 2.827
Test: EMA  [ 0/49]  eta: 0:02:27  loss: 2.6054 (2.6054)  acc1: 73.0469 (73.0469)  acc5: 90.2344 (90.2344)  time: 3.0062  data: 2.7582  max mem: 42896
Test: EMA Total time: 0:00:17
Test: EMA Acc@1 53.492 Acc@5 77.784 Loss: nan
Epoch: [94]  [   0/1251]  eta: 1:12:45  lr: 2.837e-02  img/s: 5.02e+02  pen: 4.5e-02  loss: 3.0055 (3.0055)  acc1: 55.0781 (55.0781)  acc5: 73.8281 (73.8281)  time: 3.4899  data: 2.9795  max mem: 42896
Epoch: [94]  [  10/1251]  eta: 0:15:30  lr: 2.837e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.6226 (4.4079)  acc1: 32.4219 (34.7656)  acc5: 56.2500 (56.6051)  time: 0.7497  data: 0.2712  max mem: 42896
Epoch: [94]  [  20/1251]  eta: 0:12:40  lr: 2.837e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.4861 (4.1991)  acc1: 33.2031 (37.5000)  acc5: 58.5938 (59.7284)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [94]  [  30/1251]  eta: 0:11:37  lr: 2.837e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.4281 (4.0800)  acc1: 44.9219 (38.8357)  acc5: 67.9688 (61.1895)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [94]  [  40/1251]  eta: 0:11:04  lr: 2.837e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 3.2614 (3.9821)  acc1: 46.4844 (40.0629)  acc5: 69.9219 (62.0713)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [94]  [  50/1251]  eta: 0:10:40  lr: 2.837e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 3.2021 (3.8943)  acc1: 48.4375 (41.2760)  acc5: 70.3125 (63.6412)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [94]  [  60/1251]  eta: 0:10:23  lr: 2.837e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 3.7907 (3.9945)  acc1: 41.4062 (40.1383)  acc5: 67.9688 (62.5064)  time: 0.4735  data: 0.0004  max mem: 42896
Epoch: [94]  [  70/1251]  eta: 0:10:11  lr: 2.837e-02  img/s: 5.39e+02  pen: 5.0e-02  loss: 4.4720 (3.9978)  acc1: 39.0625 (39.9153)  acc5: 60.9375 (62.4340)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [94]  [  80/1251]  eta: 0:09:59  lr: 2.837e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.8931 (4.0094)  acc1: 39.8438 (39.7377)  acc5: 61.7188 (62.2830)  time: 0.4763  data: 0.0005  max mem: 42896
Epoch: [94]  [  90/1251]  eta: 0:09:49  lr: 2.837e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.5633 (3.9804)  acc1: 44.5312 (40.1314)  acc5: 71.8750 (62.7790)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [94]  [ 100/1251]  eta: 0:09:41  lr: 2.837e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.5568 (4.0383)  acc1: 35.1562 (39.3758)  acc5: 58.2031 (62.0436)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [94]  [ 110/1251]  eta: 0:09:32  lr: 2.837e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.1885 (4.0139)  acc1: 40.2344 (39.7206)  acc5: 64.4531 (62.2431)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [94]  [ 120/1251]  eta: 0:09:25  lr: 2.837e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1885 (4.0367)  acc1: 41.7969 (39.5919)  acc5: 62.8906 (62.0480)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [94]  [ 130/1251]  eta: 0:09:18  lr: 2.837e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.2499 (4.0224)  acc1: 41.7969 (39.8885)  acc5: 62.8906 (62.3569)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [94]  [ 140/1251]  eta: 0:09:11  lr: 2.837e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.4586 (4.0158)  acc1: 45.7031 (39.9102)  acc5: 67.1875 (62.3864)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [94]  [ 150/1251]  eta: 0:09:04  lr: 2.837e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.3676 (4.0308)  acc1: 42.9688 (39.8231)  acc5: 61.3281 (62.2310)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [94]  [ 160/1251]  eta: 0:08:58  lr: 2.837e-02  img/s: 5.08e+02  pen: 4.4e-02  loss: 4.4204 (4.0335)  acc1: 37.8906 (39.8607)  acc5: 60.5469 (62.2210)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [94]  [ 170/1251]  eta: 0:08:52  lr: 2.837e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.1411 (4.0343)  acc1: 40.2344 (39.8575)  acc5: 65.2344 (62.2304)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [94]  [ 180/1251]  eta: 0:08:46  lr: 2.837e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.9189 (4.0206)  acc1: 44.5312 (39.9560)  acc5: 67.1875 (62.3727)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [94]  [ 190/1251]  eta: 0:08:40  lr: 2.837e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 3.8758 (4.0224)  acc1: 45.3125 (40.0176)  acc5: 68.3594 (62.4386)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [94]  [ 200/1251]  eta: 0:08:34  lr: 2.837e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.0997 (4.0338)  acc1: 41.4062 (39.8884)  acc5: 64.4531 (62.2959)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [94]  [ 210/1251]  eta: 0:08:29  lr: 2.837e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.2868 (4.0434)  acc1: 37.1094 (39.7567)  acc5: 62.5000 (62.1964)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [94]  [ 220/1251]  eta: 0:08:23  lr: 2.837e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.4714 (4.0613)  acc1: 35.5469 (39.5044)  acc5: 60.9375 (61.9927)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [94]  [ 230/1251]  eta: 0:08:18  lr: 2.837e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.2000 (4.0482)  acc1: 40.6250 (39.6662)  acc5: 64.0625 (62.1060)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [94]  [ 240/1251]  eta: 0:08:12  lr: 2.837e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 3.9892 (4.0461)  acc1: 46.0938 (39.7481)  acc5: 65.2344 (62.1839)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [94]  [ 250/1251]  eta: 0:08:07  lr: 2.837e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.1447 (4.0489)  acc1: 44.9219 (39.7115)  acc5: 64.4531 (62.1670)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [94]  [ 260/1251]  eta: 0:08:02  lr: 2.837e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.1447 (4.0450)  acc1: 42.9688 (39.7016)  acc5: 64.4531 (62.2171)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [94]  [ 270/1251]  eta: 0:07:56  lr: 2.837e-02  img/s: 5.38e+02  pen: 3.8e-02  loss: 3.9154 (4.0356)  acc1: 43.7500 (39.9331)  acc5: 67.1875 (62.4308)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [94]  [ 280/1251]  eta: 0:07:51  lr: 2.837e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1758 (4.0422)  acc1: 42.9688 (39.9021)  acc5: 66.7969 (62.3568)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [94]  [ 290/1251]  eta: 0:07:46  lr: 2.837e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.5828 (4.0282)  acc1: 44.5312 (39.9740)  acc5: 69.1406 (62.4544)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [94]  [ 300/1251]  eta: 0:07:41  lr: 2.837e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.6292 (4.0264)  acc1: 44.9219 (40.0332)  acc5: 69.1406 (62.5714)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [94]  [ 310/1251]  eta: 0:07:36  lr: 2.837e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.7979 (4.0261)  acc1: 42.9688 (40.0033)  acc5: 65.6250 (62.5327)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [94]  [ 320/1251]  eta: 0:07:30  lr: 2.837e-02  img/s: 4.94e+02  pen: 4.1e-02  loss: 3.7979 (4.0294)  acc1: 41.7969 (39.9435)  acc5: 66.4062 (62.4744)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [94]  [ 330/1251]  eta: 0:07:25  lr: 2.837e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.9860 (4.0262)  acc1: 41.7969 (39.9570)  acc5: 66.4062 (62.4658)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [94]  [ 340/1251]  eta: 0:07:20  lr: 2.837e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.0129 (4.0247)  acc1: 41.7969 (39.9434)  acc5: 67.1875 (62.5195)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [94]  [ 350/1251]  eta: 0:07:15  lr: 2.837e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.2169 (4.0380)  acc1: 41.4062 (39.8315)  acc5: 65.6250 (62.3308)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [94]  [ 360/1251]  eta: 0:07:10  lr: 2.837e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.1822 (4.0322)  acc1: 42.9688 (39.9325)  acc5: 64.8438 (62.4372)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [94]  [ 370/1251]  eta: 0:07:05  lr: 2.837e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.3609 (4.0191)  acc1: 46.0938 (40.0922)  acc5: 71.4844 (62.6306)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [94]  [ 380/1251]  eta: 0:07:00  lr: 2.837e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.3771 (4.0150)  acc1: 46.0938 (40.1667)  acc5: 70.3125 (62.7194)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [94]  [ 390/1251]  eta: 0:06:55  lr: 2.837e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.8924 (4.0147)  acc1: 43.3594 (40.1824)  acc5: 66.7969 (62.7228)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [94]  [ 400/1251]  eta: 0:06:50  lr: 2.837e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.2536 (4.0215)  acc1: 41.4062 (40.0269)  acc5: 63.6719 (62.5682)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [94]  [ 410/1251]  eta: 0:06:45  lr: 2.837e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.1273 (4.0170)  acc1: 42.9688 (40.0852)  acc5: 67.1875 (62.6530)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [94]  [ 420/1251]  eta: 0:06:40  lr: 2.837e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.1273 (4.0230)  acc1: 43.3594 (40.0469)  acc5: 66.7969 (62.6151)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [94]  [ 430/1251]  eta: 0:06:35  lr: 2.837e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.3389 (4.0210)  acc1: 43.3594 (40.0930)  acc5: 65.2344 (62.6668)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [94]  [ 440/1251]  eta: 0:06:30  lr: 2.837e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.5194 (4.0157)  acc1: 45.7031 (40.1334)  acc5: 71.4844 (62.7462)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [94]  [ 450/1251]  eta: 0:06:25  lr: 2.837e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.3922 (4.0235)  acc1: 36.7188 (40.0222)  acc5: 60.5469 (62.6559)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [94]  [ 460/1251]  eta: 0:06:20  lr: 2.837e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.5009 (4.0281)  acc1: 33.5938 (39.9293)  acc5: 59.3750 (62.5881)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [94]  [ 470/1251]  eta: 0:06:15  lr: 2.837e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.5152 (4.0342)  acc1: 33.2031 (39.8645)  acc5: 58.9844 (62.4851)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [94]  [ 480/1251]  eta: 0:06:11  lr: 2.837e-02  img/s: 5.09e+02  pen: 4.5e-02  loss: 4.3691 (4.0319)  acc1: 42.1875 (39.8941)  acc5: 64.4531 (62.5560)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [94]  [ 490/1251]  eta: 0:06:06  lr: 2.837e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.2884 (4.0336)  acc1: 42.1875 (39.9042)  acc5: 64.8438 (62.5589)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [94]  [ 500/1251]  eta: 0:06:01  lr: 2.837e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.8881 (4.0274)  acc1: 45.3125 (40.0387)  acc5: 67.1875 (62.6785)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [94]  [ 510/1251]  eta: 0:05:56  lr: 2.837e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 3.9441 (4.0309)  acc1: 44.9219 (39.9875)  acc5: 65.6250 (62.6452)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [94]  [ 520/1251]  eta: 0:05:51  lr: 2.837e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.4452 (4.0364)  acc1: 36.7188 (39.9045)  acc5: 60.5469 (62.5180)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [94]  [ 530/1251]  eta: 0:05:46  lr: 2.837e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.6292 (4.0467)  acc1: 32.4219 (39.7790)  acc5: 53.5156 (62.3698)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [94]  [ 540/1251]  eta: 0:05:41  lr: 2.837e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.4381 (4.0529)  acc1: 36.7188 (39.7564)  acc5: 60.9375 (62.3303)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [94]  [ 550/1251]  eta: 0:05:36  lr: 2.837e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.9918 (4.0426)  acc1: 46.0938 (39.8983)  acc5: 67.9688 (62.4830)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [94]  [ 560/1251]  eta: 0:05:31  lr: 2.837e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.2869 (4.0385)  acc1: 46.8750 (39.9649)  acc5: 70.3125 (62.5550)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [94]  [ 570/1251]  eta: 0:05:27  lr: 2.837e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.1865 (4.0429)  acc1: 40.6250 (39.9197)  acc5: 66.4062 (62.5417)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [94]  [ 580/1251]  eta: 0:05:22  lr: 2.837e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.1519 (4.0373)  acc1: 40.6250 (39.9614)  acc5: 66.4062 (62.6089)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [94]  [ 590/1251]  eta: 0:05:17  lr: 2.837e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.7674 (4.0414)  acc1: 41.7969 (39.9257)  acc5: 65.2344 (62.5621)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [94]  [ 600/1251]  eta: 0:05:12  lr: 2.837e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.1856 (4.0413)  acc1: 41.7969 (39.9620)  acc5: 63.2812 (62.6079)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [94]  [ 610/1251]  eta: 0:05:07  lr: 2.837e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.0322 (4.0401)  acc1: 44.5312 (39.9710)  acc5: 67.1875 (62.6266)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [94]  [ 620/1251]  eta: 0:05:02  lr: 2.837e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.1468 (4.0435)  acc1: 41.7969 (39.9400)  acc5: 65.6250 (62.5692)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [94]  [ 630/1251]  eta: 0:04:57  lr: 2.837e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.2285 (4.0453)  acc1: 39.0625 (39.9521)  acc5: 61.7188 (62.5799)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [94]  [ 640/1251]  eta: 0:04:53  lr: 2.837e-02  img/s: 5.12e+02  pen: 4.1e-02  loss: 3.7325 (4.0398)  acc1: 44.1406 (40.0497)  acc5: 68.3594 (62.6840)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [94]  [ 650/1251]  eta: 0:04:48  lr: 2.837e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 3.7325 (4.0419)  acc1: 43.3594 (40.0280)  acc5: 68.3594 (62.6554)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [94]  [ 660/1251]  eta: 0:04:43  lr: 2.837e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.2923 (4.0411)  acc1: 40.6250 (40.0494)  acc5: 61.3281 (62.6761)  time: 0.4730  data: 0.0003  max mem: 42896
Epoch: [94]  [ 670/1251]  eta: 0:04:38  lr: 2.837e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.8135 (4.0367)  acc1: 43.3594 (40.0976)  acc5: 64.4531 (62.7276)  time: 0.4731  data: 0.0002  max mem: 42896
Epoch: [94]  [ 680/1251]  eta: 0:04:33  lr: 2.837e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.3152 (4.0340)  acc1: 43.3594 (40.1449)  acc5: 66.0156 (62.7667)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [94]  [ 690/1251]  eta: 0:04:28  lr: 2.837e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.5070 (4.0303)  acc1: 46.0938 (40.1581)  acc5: 67.9688 (62.7934)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [94]  [ 700/1251]  eta: 0:04:24  lr: 2.837e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.5070 (4.0288)  acc1: 46.4844 (40.1619)  acc5: 71.4844 (62.7909)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [94]  [ 710/1251]  eta: 0:04:19  lr: 2.837e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.5590 (4.0261)  acc1: 43.3594 (40.1492)  acc5: 69.1406 (62.8022)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [94]  [ 720/1251]  eta: 0:04:14  lr: 2.837e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.6103 (4.0231)  acc1: 44.5312 (40.2181)  acc5: 68.3594 (62.8706)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [94]  [ 730/1251]  eta: 0:04:09  lr: 2.837e-02  img/s: 5.42e+02  pen: 5.1e-02  loss: 3.7135 (4.0253)  acc1: 45.3125 (40.1964)  acc5: 67.5781 (62.8436)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [94]  [ 740/1251]  eta: 0:04:04  lr: 2.837e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.8861 (4.0259)  acc1: 37.8906 (40.1664)  acc5: 60.1562 (62.8010)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [94]  [ 750/1251]  eta: 0:03:59  lr: 2.837e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.7595 (4.0229)  acc1: 45.3125 (40.1813)  acc5: 67.9688 (62.8339)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [94]  [ 760/1251]  eta: 0:03:55  lr: 2.837e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.6570 (4.0216)  acc1: 42.9688 (40.1687)  acc5: 67.9688 (62.8316)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [94]  [ 770/1251]  eta: 0:03:50  lr: 2.837e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.4803 (4.0266)  acc1: 37.5000 (40.1219)  acc5: 59.7656 (62.7766)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [94]  [ 780/1251]  eta: 0:03:45  lr: 2.837e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.2937 (4.0236)  acc1: 38.6719 (40.1468)  acc5: 63.2812 (62.8066)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [94]  [ 790/1251]  eta: 0:03:40  lr: 2.837e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.9441 (4.0228)  acc1: 45.3125 (40.1865)  acc5: 67.5781 (62.8407)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [94]  [ 800/1251]  eta: 0:03:35  lr: 2.837e-02  img/s: 5.08e+02  pen: 4.8e-02  loss: 3.9441 (4.0223)  acc1: 46.0938 (40.1988)  acc5: 69.1406 (62.8501)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [94]  [ 810/1251]  eta: 0:03:31  lr: 2.837e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0530 (4.0228)  acc1: 40.6250 (40.1809)  acc5: 64.8438 (62.8198)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [94]  [ 820/1251]  eta: 0:03:26  lr: 2.837e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.4613 (4.0183)  acc1: 43.7500 (40.2253)  acc5: 69.1406 (62.8901)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [94]  [ 830/1251]  eta: 0:03:21  lr: 2.837e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.4613 (4.0168)  acc1: 46.0938 (40.2052)  acc5: 69.5312 (62.8737)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [94]  [ 840/1251]  eta: 0:03:16  lr: 2.837e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 3.5874 (4.0141)  acc1: 44.9219 (40.2367)  acc5: 67.5781 (62.9204)  time: 0.4775  data: 0.0004  max mem: 42896
Epoch: [94]  [ 850/1251]  eta: 0:03:11  lr: 2.837e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1067 (4.0176)  acc1: 42.5781 (40.1917)  acc5: 64.4531 (62.8700)  time: 0.4772  data: 0.0004  max mem: 42896
Epoch: [94]  [ 860/1251]  eta: 0:03:07  lr: 2.837e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.9426 (4.0115)  acc1: 46.0938 (40.2784)  acc5: 68.3594 (62.9541)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [94]  [ 870/1251]  eta: 0:03:02  lr: 2.837e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.3041 (4.0104)  acc1: 47.2656 (40.2747)  acc5: 70.3125 (62.9637)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [94]  [ 880/1251]  eta: 0:02:57  lr: 2.837e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 3.9405 (4.0113)  acc1: 41.4062 (40.2778)  acc5: 67.1875 (62.9509)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [94]  [ 890/1251]  eta: 0:02:52  lr: 2.837e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.0440 (4.0107)  acc1: 38.2812 (40.2532)  acc5: 63.2812 (62.9310)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [94]  [ 900/1251]  eta: 0:02:47  lr: 2.837e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1722 (4.0129)  acc1: 39.4531 (40.2357)  acc5: 63.2812 (62.9114)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [94]  [ 910/1251]  eta: 0:02:43  lr: 2.837e-02  img/s: 5.39e+02  pen: 5.2e-02  loss: 4.1722 (4.0153)  acc1: 39.4531 (40.2211)  acc5: 62.5000 (62.8923)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [94]  [ 920/1251]  eta: 0:02:38  lr: 2.837e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.0419 (4.0136)  acc1: 44.1406 (40.2233)  acc5: 67.1875 (62.8983)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [94]  [ 930/1251]  eta: 0:02:33  lr: 2.837e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 3.5158 (4.0130)  acc1: 43.7500 (40.2323)  acc5: 70.7031 (62.9221)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [94]  [ 940/1251]  eta: 0:02:28  lr: 2.837e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.9448 (4.0133)  acc1: 42.1875 (40.2501)  acc5: 66.0156 (62.9392)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [94]  [ 950/1251]  eta: 0:02:23  lr: 2.837e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.2468 (4.0125)  acc1: 44.1406 (40.2816)  acc5: 66.0156 (62.9526)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [94]  [ 960/1251]  eta: 0:02:19  lr: 2.837e-02  img/s: 4.95e+02  pen: 4.4e-02  loss: 3.5491 (4.0099)  acc1: 46.0938 (40.3116)  acc5: 70.7031 (63.0016)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [94]  [ 970/1251]  eta: 0:02:14  lr: 2.837e-02  img/s: 5.40e+02  pen: 6.3e-02  loss: 3.5765 (4.0103)  acc1: 45.3125 (40.3406)  acc5: 69.5312 (63.0274)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [94]  [ 980/1251]  eta: 0:02:09  lr: 2.837e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.0412 (4.0091)  acc1: 42.5781 (40.3463)  acc5: 63.6719 (63.0300)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [94]  [ 990/1251]  eta: 0:02:04  lr: 2.837e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.9509 (4.0084)  acc1: 42.5781 (40.3546)  acc5: 64.4531 (63.0471)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [94]  [1000/1251]  eta: 0:01:59  lr: 2.837e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.3006 (4.0101)  acc1: 39.0625 (40.3405)  acc5: 63.6719 (63.0401)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [94]  [1010/1251]  eta: 0:01:55  lr: 2.837e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.4761 (4.0144)  acc1: 35.1562 (40.2834)  acc5: 60.1562 (62.9861)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [94]  [1020/1251]  eta: 0:01:50  lr: 2.837e-02  img/s: 5.37e+02  pen: 4.9e-02  loss: 4.3324 (4.0149)  acc1: 37.8906 (40.2684)  acc5: 62.1094 (62.9603)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [94]  [1030/1251]  eta: 0:01:45  lr: 2.837e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.0473 (4.0154)  acc1: 39.4531 (40.2503)  acc5: 63.6719 (62.9300)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [94]  [1040/1251]  eta: 0:01:40  lr: 2.837e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.3017 (4.0179)  acc1: 38.2812 (40.2201)  acc5: 65.2344 (62.8887)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [94]  [1050/1251]  eta: 0:01:36  lr: 2.837e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.0400 (4.0176)  acc1: 42.5781 (40.2437)  acc5: 66.7969 (62.8992)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [94]  [1060/1251]  eta: 0:01:31  lr: 2.837e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.8103 (4.0154)  acc1: 45.7031 (40.2878)  acc5: 68.3594 (62.9447)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [94]  [1070/1251]  eta: 0:01:26  lr: 2.837e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.8103 (4.0161)  acc1: 44.5312 (40.3033)  acc5: 67.1875 (62.9534)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [94]  [1080/1251]  eta: 0:01:21  lr: 2.837e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.2352 (4.0145)  acc1: 42.1875 (40.3482)  acc5: 64.8438 (62.9979)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [94]  [1090/1251]  eta: 0:01:16  lr: 2.837e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.1173 (4.0138)  acc1: 41.7969 (40.3618)  acc5: 64.8438 (63.0138)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [94]  [1100/1251]  eta: 0:01:12  lr: 2.837e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1937 (4.0139)  acc1: 41.4062 (40.3834)  acc5: 64.0625 (63.0311)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [94]  [1110/1251]  eta: 0:01:07  lr: 2.837e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.4049 (4.0163)  acc1: 38.6719 (40.3662)  acc5: 64.0625 (63.0109)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [94]  [1120/1251]  eta: 0:01:02  lr: 2.837e-02  img/s: 5.09e+02  pen: 4.5e-02  loss: 3.8332 (4.0143)  acc1: 42.9688 (40.3759)  acc5: 67.5781 (63.0324)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [94]  [1130/1251]  eta: 0:00:57  lr: 2.837e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 3.6543 (4.0144)  acc1: 45.7031 (40.3670)  acc5: 69.9219 (63.0053)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [94]  [1140/1251]  eta: 0:00:53  lr: 2.837e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.6543 (4.0136)  acc1: 44.5312 (40.3778)  acc5: 70.7031 (63.0125)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [94]  [1150/1251]  eta: 0:00:48  lr: 2.837e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.8085 (4.0127)  acc1: 44.5312 (40.3871)  acc5: 68.7500 (63.0355)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [94]  [1160/1251]  eta: 0:00:43  lr: 2.837e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 3.8770 (4.0130)  acc1: 45.7031 (40.4107)  acc5: 67.5781 (63.0528)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [94]  [1170/1251]  eta: 0:00:38  lr: 2.837e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.9374 (4.0150)  acc1: 41.0156 (40.3872)  acc5: 62.8906 (63.0294)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [94]  [1180/1251]  eta: 0:00:33  lr: 2.837e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8244 (4.0121)  acc1: 46.4844 (40.4272)  acc5: 68.3594 (63.0682)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [94]  [1190/1251]  eta: 0:00:29  lr: 2.837e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.4261 (4.0115)  acc1: 46.8750 (40.4344)  acc5: 71.0938 (63.0720)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [94]  [1200/1251]  eta: 0:00:24  lr: 2.837e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.3088 (4.0133)  acc1: 44.1406 (40.4299)  acc5: 64.4531 (63.0773)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [94]  [1210/1251]  eta: 0:00:19  lr: 2.837e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.4211 (4.0150)  acc1: 38.2812 (40.4040)  acc5: 61.7188 (63.0509)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [94]  [1220/1251]  eta: 0:00:14  lr: 2.837e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.4211 (4.0154)  acc1: 38.2812 (40.3876)  acc5: 56.2500 (63.0330)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [94]  [1230/1251]  eta: 0:00:10  lr: 2.837e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.6288 (4.0132)  acc1: 43.3594 (40.3886)  acc5: 62.8906 (63.0544)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [94]  [1240/1251]  eta: 0:00:05  lr: 2.837e-02  img/s: 5.42e+02  pen: 5.4e-02  loss: 4.6103 (4.0176)  acc1: 32.8125 (40.3253)  acc5: 54.6875 (62.9829)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [94]  [1250/1251]  eta: 0:00:00  lr: 2.837e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.5294 (4.0158)  acc1: 32.8125 (40.3312)  acc5: 54.2969 (62.9968)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [94] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:03:01  loss: 2.3629 (2.3629)  acc1: 72.2656 (72.2656)  acc5: 92.9688 (92.9688)  time: 3.6959  data: 3.4442  max mem: 42896
Test:  Total time: 0:00:17
Test:  Acc@1 57.204 Acc@5 81.256 Loss: 3.016
Test: EMA  [ 0/49]  eta: 0:02:54  loss: 2.5214 (2.5214)  acc1: 73.4375 (73.4375)  acc5: 91.0156 (91.0156)  time: 3.5621  data: 3.3115  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 54.062 Acc@5 78.246 Loss: nan
Epoch: [95]  [   0/1251]  eta: 1:11:58  lr: 2.834e-02  img/s: 5.04e+02  pen: 4.2e-02  loss: 3.3693 (3.3693)  acc1: 51.1719 (51.1719)  acc5: 75.0000 (75.0000)  time: 3.4518  data: 2.9441  max mem: 42896
Epoch: [95]  [  10/1251]  eta: 0:15:25  lr: 2.834e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.6183 (4.2176)  acc1: 34.3750 (36.3991)  acc5: 57.8125 (58.0611)  time: 0.7454  data: 0.2679  max mem: 42896
Epoch: [95]  [  20/1251]  eta: 0:12:38  lr: 2.834e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.2895 (4.1896)  acc1: 37.5000 (37.6674)  acc5: 60.5469 (59.8400)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [95]  [  30/1251]  eta: 0:11:36  lr: 2.834e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.3088 (4.2058)  acc1: 40.2344 (37.8528)  acc5: 60.5469 (59.8412)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [95]  [  40/1251]  eta: 0:11:03  lr: 2.834e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.5067 (4.1967)  acc1: 37.5000 (38.1764)  acc5: 59.3750 (60.6612)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [95]  [  50/1251]  eta: 0:10:40  lr: 2.834e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.4643 (4.1759)  acc1: 37.5000 (38.6489)  acc5: 61.7188 (61.1520)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [95]  [  60/1251]  eta: 0:10:23  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.7877 (4.1031)  acc1: 42.9688 (39.3379)  acc5: 69.1406 (62.0197)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [95]  [  70/1251]  eta: 0:10:10  lr: 2.834e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.5115 (4.0694)  acc1: 45.7031 (40.0473)  acc5: 70.3125 (62.8796)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [95]  [  80/1251]  eta: 0:09:58  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.7508 (4.0446)  acc1: 45.3125 (40.2392)  acc5: 71.0938 (63.1944)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [95]  [  90/1251]  eta: 0:09:48  lr: 2.834e-02  img/s: 5.38e+02  pen: 4.7e-02  loss: 3.9046 (4.0307)  acc1: 42.5781 (39.9639)  acc5: 65.2344 (62.8777)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [95]  [ 100/1251]  eta: 0:09:40  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.0247 (4.0325)  acc1: 42.9688 (40.1725)  acc5: 66.0156 (63.0260)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [95]  [ 110/1251]  eta: 0:09:32  lr: 2.834e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.0333 (4.0171)  acc1: 43.7500 (40.5933)  acc5: 68.3594 (63.5839)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [95]  [ 120/1251]  eta: 0:09:24  lr: 2.834e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.7502 (3.9880)  acc1: 48.0469 (41.1125)  acc5: 69.5312 (64.0625)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [95]  [ 130/1251]  eta: 0:09:17  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.0313 (3.9990)  acc1: 45.3125 (40.9470)  acc5: 67.5781 (63.8329)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [95]  [ 140/1251]  eta: 0:09:10  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.0920 (3.9911)  acc1: 44.1406 (41.1015)  acc5: 65.6250 (63.9766)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [95]  [ 150/1251]  eta: 0:09:04  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.9584 (3.9839)  acc1: 44.9219 (41.3261)  acc5: 69.5312 (64.2048)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [95]  [ 160/1251]  eta: 0:08:58  lr: 2.834e-02  img/s: 5.08e+02  pen: 4.5e-02  loss: 3.7839 (3.9814)  acc1: 44.1406 (41.3043)  acc5: 69.1406 (64.1571)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [95]  [ 170/1251]  eta: 0:08:51  lr: 2.834e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.7839 (3.9826)  acc1: 43.7500 (41.1595)  acc5: 66.7969 (64.0671)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [95]  [ 180/1251]  eta: 0:08:45  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.9904 (3.9728)  acc1: 44.1406 (41.3070)  acc5: 66.7969 (64.2869)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [95]  [ 190/1251]  eta: 0:08:40  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.6157 (3.9751)  acc1: 44.1406 (41.1976)  acc5: 69.1406 (64.1770)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [95]  [ 200/1251]  eta: 0:08:34  lr: 2.834e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.6062 (3.9750)  acc1: 45.7031 (41.2624)  acc5: 69.1406 (64.1363)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [95]  [ 210/1251]  eta: 0:08:28  lr: 2.834e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.7794 (3.9786)  acc1: 47.2656 (41.2174)  acc5: 69.1406 (64.0995)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [95]  [ 220/1251]  eta: 0:08:23  lr: 2.834e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.0904 (3.9889)  acc1: 41.0156 (41.0015)  acc5: 62.5000 (63.8168)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [95]  [ 230/1251]  eta: 0:08:17  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.3053 (3.9919)  acc1: 37.8906 (40.9649)  acc5: 62.5000 (63.8494)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [95]  [ 240/1251]  eta: 0:08:12  lr: 2.834e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.2727 (3.9893)  acc1: 40.6250 (40.9232)  acc5: 63.6719 (63.8404)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [95]  [ 250/1251]  eta: 0:08:07  lr: 2.834e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.9766 (3.9903)  acc1: 41.7969 (40.8989)  acc5: 66.4062 (63.7808)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [95]  [ 260/1251]  eta: 0:08:01  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.9483 (3.9997)  acc1: 42.5781 (40.8031)  acc5: 68.3594 (63.6345)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [95]  [ 270/1251]  eta: 0:07:56  lr: 2.834e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.9483 (4.0078)  acc1: 42.5781 (40.6697)  acc5: 62.8906 (63.4528)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [95]  [ 280/1251]  eta: 0:07:51  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.1974 (4.0106)  acc1: 37.5000 (40.5555)  acc5: 62.8906 (63.3313)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [95]  [ 290/1251]  eta: 0:07:46  lr: 2.834e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.8645 (4.0034)  acc1: 44.5312 (40.7123)  acc5: 66.4062 (63.4329)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [95]  [ 300/1251]  eta: 0:07:41  lr: 2.834e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.9399 (4.0093)  acc1: 44.5312 (40.6445)  acc5: 65.2344 (63.3085)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [95]  [ 310/1251]  eta: 0:07:35  lr: 2.834e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.9399 (4.0015)  acc1: 42.1875 (40.6614)  acc5: 65.2344 (63.3453)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [95]  [ 320/1251]  eta: 0:07:30  lr: 2.834e-02  img/s: 5.08e+02  pen: 4.0e-02  loss: 3.3708 (3.9975)  acc1: 46.8750 (40.7357)  acc5: 70.3125 (63.3652)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [95]  [ 330/1251]  eta: 0:07:25  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 3.7162 (3.9964)  acc1: 44.9219 (40.7643)  acc5: 69.1406 (63.4087)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [95]  [ 340/1251]  eta: 0:07:20  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.0278 (4.0035)  acc1: 40.2344 (40.6995)  acc5: 62.8906 (63.3695)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [95]  [ 350/1251]  eta: 0:07:15  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.3280 (4.0051)  acc1: 40.2344 (40.6517)  acc5: 62.5000 (63.3035)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [95]  [ 360/1251]  eta: 0:07:10  lr: 2.834e-02  img/s: 5.39e+02  pen: 3.7e-02  loss: 4.4078 (4.0207)  acc1: 35.1562 (40.4703)  acc5: 60.9375 (63.0713)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [95]  [ 370/1251]  eta: 0:07:05  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.4078 (4.0207)  acc1: 35.1562 (40.4944)  acc5: 60.9375 (63.0633)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [95]  [ 380/1251]  eta: 0:07:00  lr: 2.834e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.8311 (4.0150)  acc1: 46.0938 (40.5737)  acc5: 69.1406 (63.1428)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [95]  [ 390/1251]  eta: 0:06:55  lr: 2.834e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.5916 (4.0099)  acc1: 46.8750 (40.6210)  acc5: 69.1406 (63.2273)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [95]  [ 400/1251]  eta: 0:06:50  lr: 2.834e-02  img/s: 5.37e+02  pen: 4.8e-02  loss: 3.9330 (4.0098)  acc1: 41.0156 (40.5997)  acc5: 65.6250 (63.2092)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [95]  [ 410/1251]  eta: 0:06:45  lr: 2.834e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.4540 (4.0194)  acc1: 36.3281 (40.4682)  acc5: 57.4219 (63.0617)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [95]  [ 420/1251]  eta: 0:06:40  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.5371 (4.0193)  acc1: 35.5469 (40.4942)  acc5: 57.4219 (63.1077)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [95]  [ 430/1251]  eta: 0:06:35  lr: 2.834e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 3.8727 (4.0181)  acc1: 45.7031 (40.4999)  acc5: 65.2344 (63.0855)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [95]  [ 440/1251]  eta: 0:06:30  lr: 2.834e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.8756 (4.0166)  acc1: 43.3594 (40.4558)  acc5: 65.2344 (63.0961)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [95]  [ 450/1251]  eta: 0:06:25  lr: 2.834e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.9077 (4.0181)  acc1: 43.3594 (40.3989)  acc5: 67.5781 (63.0543)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [95]  [ 460/1251]  eta: 0:06:20  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.3987 (4.0249)  acc1: 39.8438 (40.3445)  acc5: 62.8906 (62.9932)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [95]  [ 470/1251]  eta: 0:06:15  lr: 2.834e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3538 (4.0256)  acc1: 41.0156 (40.3414)  acc5: 62.8906 (62.9827)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [95]  [ 480/1251]  eta: 0:06:11  lr: 2.834e-02  img/s: 4.97e+02  pen: 4.1e-02  loss: 4.0187 (4.0301)  acc1: 41.0156 (40.2847)  acc5: 66.4062 (62.9199)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [95]  [ 490/1251]  eta: 0:06:06  lr: 2.834e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3366 (4.0327)  acc1: 38.6719 (40.2749)  acc5: 62.5000 (62.9169)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [95]  [ 500/1251]  eta: 0:06:01  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.3015 (4.0330)  acc1: 39.4531 (40.2679)  acc5: 64.0625 (62.9273)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [95]  [ 510/1251]  eta: 0:05:56  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.3809 (4.0413)  acc1: 37.8906 (40.1449)  acc5: 60.5469 (62.7851)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [95]  [ 520/1251]  eta: 0:05:51  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4868 (4.0369)  acc1: 35.5469 (40.1766)  acc5: 58.5938 (62.8179)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [95]  [ 530/1251]  eta: 0:05:46  lr: 2.834e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.9782 (4.0381)  acc1: 38.2812 (40.1248)  acc5: 64.4531 (62.7634)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [95]  [ 540/1251]  eta: 0:05:41  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.4293 (4.0382)  acc1: 37.5000 (40.1391)  acc5: 60.9375 (62.7975)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [95]  [ 550/1251]  eta: 0:05:36  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3192 (4.0399)  acc1: 38.2812 (40.1075)  acc5: 63.6719 (62.7829)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [95]  [ 560/1251]  eta: 0:05:31  lr: 2.834e-02  img/s: 5.37e+02  pen: 4.2e-02  loss: 3.8616 (4.0339)  acc1: 43.7500 (40.1940)  acc5: 67.9688 (62.8809)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [95]  [ 570/1251]  eta: 0:05:27  lr: 2.834e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.2252 (4.0379)  acc1: 43.7500 (40.1892)  acc5: 64.0625 (62.8537)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [95]  [ 580/1251]  eta: 0:05:22  lr: 2.834e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 3.9063 (4.0320)  acc1: 44.9219 (40.2505)  acc5: 67.9688 (62.9222)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [95]  [ 590/1251]  eta: 0:05:17  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.6267 (4.0325)  acc1: 45.7031 (40.2568)  acc5: 70.7031 (62.9481)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [95]  [ 600/1251]  eta: 0:05:12  lr: 2.834e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.0479 (4.0305)  acc1: 44.5312 (40.2298)  acc5: 66.0156 (62.9218)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [95]  [ 610/1251]  eta: 0:05:07  lr: 2.834e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.2890 (4.0349)  acc1: 39.4531 (40.1903)  acc5: 62.5000 (62.8810)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [95]  [ 620/1251]  eta: 0:05:02  lr: 2.834e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 4.1063 (4.0285)  acc1: 43.3594 (40.3086)  acc5: 66.0156 (63.0108)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [95]  [ 630/1251]  eta: 0:04:57  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.6071 (4.0284)  acc1: 44.9219 (40.3186)  acc5: 68.7500 (63.0188)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [95]  [ 640/1251]  eta: 0:04:53  lr: 2.834e-02  img/s: 5.05e+02  pen: 4.9e-02  loss: 4.3493 (4.0341)  acc1: 38.6719 (40.2618)  acc5: 61.3281 (62.9644)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [95]  [ 650/1251]  eta: 0:04:48  lr: 2.834e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.3377 (4.0286)  acc1: 39.8438 (40.3160)  acc5: 62.1094 (63.0352)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [95]  [ 660/1251]  eta: 0:04:43  lr: 2.834e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.3377 (4.0323)  acc1: 38.6719 (40.2645)  acc5: 62.5000 (62.9881)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [95]  [ 670/1251]  eta: 0:04:38  lr: 2.834e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.3900 (4.0307)  acc1: 38.2812 (40.2943)  acc5: 62.5000 (63.0135)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [95]  [ 680/1251]  eta: 0:04:33  lr: 2.834e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 3.7664 (4.0285)  acc1: 42.9688 (40.2854)  acc5: 66.0156 (63.0231)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [95]  [ 690/1251]  eta: 0:04:28  lr: 2.834e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.4850 (4.0359)  acc1: 33.2031 (40.1880)  acc5: 60.9375 (62.9053)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [95]  [ 700/1251]  eta: 0:04:24  lr: 2.834e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.4542 (4.0373)  acc1: 37.8906 (40.1692)  acc5: 60.9375 (62.8745)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [95]  [ 710/1251]  eta: 0:04:19  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.2829 (4.0372)  acc1: 40.2344 (40.1498)  acc5: 62.5000 (62.8439)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [95]  [ 720/1251]  eta: 0:04:14  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.3167 (4.0373)  acc1: 41.4062 (40.1753)  acc5: 64.0625 (62.8798)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [95]  [ 730/1251]  eta: 0:04:09  lr: 2.834e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.1987 (4.0334)  acc1: 41.4062 (40.2050)  acc5: 64.8438 (62.9099)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [95]  [ 740/1251]  eta: 0:04:04  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 3.3349 (4.0310)  acc1: 46.4844 (40.2433)  acc5: 69.1406 (62.9523)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [95]  [ 750/1251]  eta: 0:04:00  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.9422 (4.0315)  acc1: 43.7500 (40.2557)  acc5: 69.1406 (62.9608)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [95]  [ 760/1251]  eta: 0:03:55  lr: 2.834e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 3.4794 (4.0277)  acc1: 45.3125 (40.2893)  acc5: 69.1406 (62.9969)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [95]  [ 770/1251]  eta: 0:03:50  lr: 2.834e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 3.8854 (4.0304)  acc1: 42.5781 (40.2861)  acc5: 67.1875 (62.9859)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [95]  [ 780/1251]  eta: 0:03:45  lr: 2.834e-02  img/s: 5.41e+02  pen: 5.1e-02  loss: 4.3516 (4.0315)  acc1: 42.1875 (40.2929)  acc5: 66.4062 (63.0017)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [95]  [ 790/1251]  eta: 0:03:40  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.7807 (4.0282)  acc1: 45.7031 (40.3485)  acc5: 69.5312 (63.0398)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [95]  [ 800/1251]  eta: 0:03:35  lr: 2.834e-02  img/s: 5.01e+02  pen: 4.5e-02  loss: 3.7129 (4.0278)  acc1: 45.7031 (40.3670)  acc5: 69.5312 (63.0628)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [95]  [ 810/1251]  eta: 0:03:31  lr: 2.834e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.3671 (4.0329)  acc1: 41.7969 (40.3100)  acc5: 60.5469 (62.9870)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [95]  [ 820/1251]  eta: 0:03:26  lr: 2.834e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.5447 (4.0354)  acc1: 35.9375 (40.2577)  acc5: 58.2031 (62.9254)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [95]  [ 830/1251]  eta: 0:03:21  lr: 2.834e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.7293 (4.0323)  acc1: 41.7969 (40.2776)  acc5: 63.2812 (62.9541)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [95]  [ 840/1251]  eta: 0:03:16  lr: 2.834e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.3610 (4.0299)  acc1: 46.8750 (40.3180)  acc5: 70.7031 (63.0007)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [95]  [ 850/1251]  eta: 0:03:11  lr: 2.834e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.4083 (4.0360)  acc1: 33.9844 (40.2128)  acc5: 57.8125 (62.8897)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [95]  [ 860/1251]  eta: 0:03:07  lr: 2.834e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.5456 (4.0335)  acc1: 31.6406 (40.2552)  acc5: 56.2500 (62.9197)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [95]  [ 870/1251]  eta: 0:03:02  lr: 2.834e-02  img/s: 5.32e+02  pen: 3.8e-02  loss: 3.2658 (4.0295)  acc1: 47.2656 (40.3097)  acc5: 71.4844 (62.9808)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [95]  [ 880/1251]  eta: 0:02:57  lr: 2.834e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 3.4607 (4.0291)  acc1: 46.8750 (40.3293)  acc5: 66.7969 (62.9877)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [95]  [ 890/1251]  eta: 0:02:52  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.4120 (4.0327)  acc1: 40.2344 (40.2782)  acc5: 62.8906 (62.9323)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [95]  [ 900/1251]  eta: 0:02:47  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.4120 (4.0346)  acc1: 40.2344 (40.2699)  acc5: 63.2812 (62.9236)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [95]  [ 910/1251]  eta: 0:02:43  lr: 2.834e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.1147 (4.0325)  acc1: 44.5312 (40.3030)  acc5: 66.7969 (62.9618)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [95]  [ 920/1251]  eta: 0:02:38  lr: 2.834e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.3450 (4.0295)  acc1: 44.9219 (40.3302)  acc5: 67.9688 (63.0039)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [95]  [ 930/1251]  eta: 0:02:33  lr: 2.834e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.2674 (4.0273)  acc1: 45.7031 (40.3460)  acc5: 67.9688 (63.0232)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [95]  [ 940/1251]  eta: 0:02:28  lr: 2.834e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.6201 (4.0289)  acc1: 41.7969 (40.3016)  acc5: 64.0625 (62.9687)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [95]  [ 950/1251]  eta: 0:02:23  lr: 2.834e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.3453 (4.0296)  acc1: 41.7969 (40.3079)  acc5: 62.1094 (62.9757)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [95]  [ 960/1251]  eta: 0:02:19  lr: 2.834e-02  img/s: 5.11e+02  pen: 4.6e-02  loss: 4.2614 (4.0292)  acc1: 42.5781 (40.3124)  acc5: 65.6250 (62.9853)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [95]  [ 970/1251]  eta: 0:02:14  lr: 2.834e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.3989 (4.0327)  acc1: 37.5000 (40.2770)  acc5: 62.8906 (62.9453)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [95]  [ 980/1251]  eta: 0:02:09  lr: 2.834e-02  img/s: 5.35e+02  pen: 4.4e-02  loss: 3.9061 (4.0306)  acc1: 42.1875 (40.3188)  acc5: 65.6250 (62.9906)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [95]  [ 990/1251]  eta: 0:02:04  lr: 2.834e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.8550 (4.0299)  acc1: 46.4844 (40.3235)  acc5: 70.3125 (62.9868)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [95]  [1000/1251]  eta: 0:02:00  lr: 2.834e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.9500 (4.0302)  acc1: 42.5781 (40.3187)  acc5: 69.1406 (62.9776)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [95]  [1010/1251]  eta: 0:01:55  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.0901 (4.0333)  acc1: 41.0156 (40.2892)  acc5: 62.5000 (62.9482)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [95]  [1020/1251]  eta: 0:01:50  lr: 2.834e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1678 (4.0327)  acc1: 40.6250 (40.3166)  acc5: 63.6719 (62.9756)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [95]  [1030/1251]  eta: 0:01:45  lr: 2.834e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.1382 (4.0352)  acc1: 42.1875 (40.2821)  acc5: 65.6250 (62.9395)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [95]  [1040/1251]  eta: 0:01:40  lr: 2.834e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.1846 (4.0366)  acc1: 41.0156 (40.2524)  acc5: 64.0625 (62.9011)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [95]  [1050/1251]  eta: 0:01:36  lr: 2.834e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.0788 (4.0338)  acc1: 43.7500 (40.2961)  acc5: 68.3594 (62.9493)  time: 0.4747  data: 0.0005  max mem: 42896
Epoch: [95]  [1060/1251]  eta: 0:01:31  lr: 2.834e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.0788 (4.0347)  acc1: 43.7500 (40.2892)  acc5: 68.3594 (62.9274)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [95]  [1070/1251]  eta: 0:01:26  lr: 2.834e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2871 (4.0362)  acc1: 40.6250 (40.2752)  acc5: 63.6719 (62.9220)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [95]  [1080/1251]  eta: 0:01:21  lr: 2.834e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.2871 (4.0382)  acc1: 39.0625 (40.2561)  acc5: 61.3281 (62.9159)  time: 0.4747  data: 0.0012  max mem: 42896
Epoch: [95]  [1090/1251]  eta: 0:01:16  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.0878 (4.0376)  acc1: 40.2344 (40.2648)  acc5: 61.3281 (62.9275)  time: 0.4761  data: 0.0012  max mem: 42896
Epoch: [95]  [1100/1251]  eta: 0:01:12  lr: 2.834e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 3.8816 (4.0362)  acc1: 43.3594 (40.2738)  acc5: 66.4062 (62.9421)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [95]  [1110/1251]  eta: 0:01:07  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.0165 (4.0383)  acc1: 42.5781 (40.2442)  acc5: 66.4062 (62.9131)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [95]  [1120/1251]  eta: 0:01:02  lr: 2.834e-02  img/s: 4.87e+02  pen: 5.1e-02  loss: 4.4620 (4.0430)  acc1: 35.5469 (40.1755)  acc5: 59.3750 (62.8554)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [95]  [1130/1251]  eta: 0:00:57  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.4620 (4.0428)  acc1: 37.1094 (40.1798)  acc5: 60.5469 (62.8454)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [95]  [1140/1251]  eta: 0:00:53  lr: 2.834e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3770 (4.0460)  acc1: 38.2812 (40.1423)  acc5: 62.8906 (62.8109)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [95]  [1150/1251]  eta: 0:00:48  lr: 2.834e-02  img/s: 5.37e+02  pen: 4.9e-02  loss: 4.5324 (4.0478)  acc1: 36.7188 (40.1244)  acc5: 60.5469 (62.7959)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [95]  [1160/1251]  eta: 0:00:43  lr: 2.834e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 3.5893 (4.0438)  acc1: 45.3125 (40.1657)  acc5: 68.3594 (62.8415)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [95]  [1170/1251]  eta: 0:00:38  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.5770 (4.0432)  acc1: 47.2656 (40.1677)  acc5: 70.3125 (62.8443)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [95]  [1180/1251]  eta: 0:00:33  lr: 2.834e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.0015 (4.0442)  acc1: 42.1875 (40.1649)  acc5: 68.3594 (62.8440)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [95]  [1190/1251]  eta: 0:00:29  lr: 2.834e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 3.8678 (4.0413)  acc1: 43.7500 (40.1970)  acc5: 68.3594 (62.8801)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [95]  [1200/1251]  eta: 0:00:24  lr: 2.834e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 3.6081 (4.0404)  acc1: 46.8750 (40.2093)  acc5: 67.1875 (62.8851)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [95]  [1210/1251]  eta: 0:00:19  lr: 2.834e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.9500 (4.0405)  acc1: 42.5781 (40.2179)  acc5: 67.1875 (62.8900)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [95]  [1220/1251]  eta: 0:00:14  lr: 2.834e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 3.7480 (4.0377)  acc1: 44.9219 (40.2472)  acc5: 71.0938 (62.9284)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [95]  [1230/1251]  eta: 0:00:10  lr: 2.834e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 3.6295 (4.0377)  acc1: 45.7031 (40.2677)  acc5: 71.0938 (62.9423)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [95]  [1240/1251]  eta: 0:00:05  lr: 2.834e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.0425 (4.0397)  acc1: 41.7969 (40.2419)  acc5: 64.8438 (62.9133)  time: 0.4741  data: 0.0005  max mem: 42896
Epoch: [95]  [1250/1251]  eta: 0:00:00  lr: 2.834e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 3.9781 (4.0365)  acc1: 42.5781 (40.2762)  acc5: 66.0156 (62.9468)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [95] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:15  loss: 2.2804 (2.2804)  acc1: 76.5625 (76.5625)  acc5: 91.4062 (91.4062)  time: 2.7657  data: 2.5199  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 57.100 Acc@5 80.974 Loss: 2.917
Test: EMA  [ 0/49]  eta: 0:02:21  loss: 2.4544 (2.4544)  acc1: 74.2188 (74.2188)  acc5: 91.0156 (91.0156)  time: 2.8974  data: 2.6451  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 54.680 Acc@5 78.662 Loss: nan
Epoch: [96]  [   0/1251]  eta: 1:25:15  lr: 2.830e-02  img/s: 5.01e+02  pen: 4.4e-02  loss: 3.1525 (3.1525)  acc1: 48.8281 (48.8281)  acc5: 73.8281 (73.8281)  time: 4.0890  data: 3.5782  max mem: 42896
Epoch: [96]  [  10/1251]  eta: 0:16:35  lr: 2.830e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.8709 (3.8007)  acc1: 45.7031 (45.4190)  acc5: 67.9688 (67.4006)  time: 0.8025  data: 0.3256  max mem: 42896
Epoch: [96]  [  20/1251]  eta: 0:13:14  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.9461 (3.9452)  acc1: 45.3125 (41.3132)  acc5: 65.6250 (64.0067)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [96]  [  30/1251]  eta: 0:12:00  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.9486 (3.9147)  acc1: 45.3125 (42.5655)  acc5: 66.0156 (64.9194)  time: 0.4733  data: 0.0004  max mem: 42896
Epoch: [96]  [  40/1251]  eta: 0:11:21  lr: 2.830e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.7920 (3.9457)  acc1: 45.3125 (42.0827)  acc5: 68.3594 (64.7199)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [96]  [  50/1251]  eta: 0:10:54  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 3.6994 (3.9171)  acc1: 43.3594 (42.5245)  acc5: 68.3594 (64.9816)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [96]  [  60/1251]  eta: 0:10:35  lr: 2.830e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.4145 (3.9139)  acc1: 47.2656 (41.9698)  acc5: 69.9219 (64.4019)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [96]  [  70/1251]  eta: 0:10:20  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.4145 (3.9383)  acc1: 40.6250 (41.4943)  acc5: 64.8438 (63.9470)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [96]  [  80/1251]  eta: 0:10:07  lr: 2.830e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.1318 (3.9738)  acc1: 43.3594 (41.4931)  acc5: 64.8438 (63.9082)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [96]  [  90/1251]  eta: 0:09:56  lr: 2.830e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.3241 (4.0136)  acc1: 43.3594 (40.8911)  acc5: 64.4531 (63.2727)  time: 0.4735  data: 0.0004  max mem: 42896
Epoch: [96]  [ 100/1251]  eta: 0:09:47  lr: 2.830e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.8770 (3.9914)  acc1: 47.6562 (41.1974)  acc5: 67.1875 (63.4630)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [96]  [ 110/1251]  eta: 0:09:38  lr: 2.830e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.8378 (4.0041)  acc1: 47.2656 (40.7552)  acc5: 67.9688 (63.1159)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [96]  [ 120/1251]  eta: 0:09:30  lr: 2.830e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.0361 (4.0038)  acc1: 41.7969 (40.8768)  acc5: 64.0625 (63.2102)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [96]  [ 130/1251]  eta: 0:09:23  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 3.8521 (3.9982)  acc1: 46.0938 (40.8606)  acc5: 69.1406 (63.2991)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [96]  [ 140/1251]  eta: 0:09:16  lr: 2.830e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 4.4125 (4.0205)  acc1: 40.6250 (40.7469)  acc5: 63.6719 (63.2286)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [96]  [ 150/1251]  eta: 0:09:09  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.9213 (3.9947)  acc1: 42.9688 (41.0674)  acc5: 69.1406 (63.6848)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [96]  [ 160/1251]  eta: 0:09:02  lr: 2.830e-02  img/s: 5.11e+02  pen: 5.2e-02  loss: 3.8688 (4.0155)  acc1: 43.3594 (40.8070)  acc5: 67.5781 (63.3468)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [96]  [ 170/1251]  eta: 0:08:56  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.5772 (4.0324)  acc1: 35.1562 (40.5428)  acc5: 58.9844 (63.0825)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [96]  [ 180/1251]  eta: 0:08:49  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.2449 (4.0328)  acc1: 39.8438 (40.5257)  acc5: 59.7656 (63.0266)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [96]  [ 190/1251]  eta: 0:08:43  lr: 2.830e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.1882 (4.0306)  acc1: 41.4062 (40.6270)  acc5: 63.6719 (63.1647)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [96]  [ 200/1251]  eta: 0:08:38  lr: 2.830e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.1882 (4.0246)  acc1: 41.4062 (40.6775)  acc5: 64.8438 (63.2268)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [96]  [ 210/1251]  eta: 0:08:32  lr: 2.830e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.4288 (4.0258)  acc1: 43.7500 (40.6287)  acc5: 64.0625 (63.1979)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [96]  [ 220/1251]  eta: 0:08:26  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.5349 (4.0327)  acc1: 36.3281 (40.4836)  acc5: 58.5938 (63.0426)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [96]  [ 230/1251]  eta: 0:08:20  lr: 2.830e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.2753 (4.0282)  acc1: 36.3281 (40.5777)  acc5: 65.6250 (63.1612)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [96]  [ 240/1251]  eta: 0:08:15  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.8896 (4.0239)  acc1: 44.5312 (40.6363)  acc5: 67.9688 (63.1937)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [96]  [ 250/1251]  eta: 0:08:09  lr: 2.830e-02  img/s: 5.38e+02  pen: 4.9e-02  loss: 3.8244 (4.0201)  acc1: 44.5312 (40.6530)  acc5: 66.7969 (63.1988)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [96]  [ 260/1251]  eta: 0:08:04  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.1460 (4.0198)  acc1: 42.9688 (40.5591)  acc5: 64.8438 (63.1421)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [96]  [ 270/1251]  eta: 0:07:58  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3641 (4.0338)  acc1: 42.1875 (40.4549)  acc5: 61.3281 (62.9598)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [96]  [ 280/1251]  eta: 0:07:53  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.2797 (4.0344)  acc1: 38.2812 (40.4346)  acc5: 61.3281 (62.9629)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [96]  [ 290/1251]  eta: 0:07:48  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.9814 (4.0300)  acc1: 42.5781 (40.4760)  acc5: 67.9688 (63.0530)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [96]  [ 300/1251]  eta: 0:07:43  lr: 2.830e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.0669 (4.0397)  acc1: 39.4531 (40.3382)  acc5: 64.4531 (62.9322)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [96]  [ 310/1251]  eta: 0:07:37  lr: 2.830e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.5850 (4.0473)  acc1: 38.2812 (40.2268)  acc5: 57.0312 (62.7437)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [96]  [ 320/1251]  eta: 0:07:32  lr: 2.830e-02  img/s: 5.08e+02  pen: 4.7e-02  loss: 4.5850 (4.0551)  acc1: 37.1094 (40.1735)  acc5: 56.6406 (62.6448)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [96]  [ 330/1251]  eta: 0:07:27  lr: 2.830e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.2066 (4.0489)  acc1: 40.2344 (40.2603)  acc5: 61.3281 (62.7466)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [96]  [ 340/1251]  eta: 0:07:22  lr: 2.830e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.4346 (4.0379)  acc1: 47.2656 (40.4326)  acc5: 71.0938 (62.8986)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [96]  [ 350/1251]  eta: 0:07:17  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.3130 (4.0445)  acc1: 41.7969 (40.3624)  acc5: 64.0625 (62.8405)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [96]  [ 360/1251]  eta: 0:07:12  lr: 2.830e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 4.3772 (4.0403)  acc1: 37.8906 (40.4237)  acc5: 62.8906 (62.8993)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [96]  [ 370/1251]  eta: 0:07:07  lr: 2.830e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.6819 (4.0370)  acc1: 43.7500 (40.4281)  acc5: 67.9688 (62.9264)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [96]  [ 380/1251]  eta: 0:07:01  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.6819 (4.0297)  acc1: 41.7969 (40.5040)  acc5: 67.9688 (63.0137)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [96]  [ 390/1251]  eta: 0:06:56  lr: 2.830e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 3.3087 (4.0233)  acc1: 43.7500 (40.5890)  acc5: 70.3125 (63.1244)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [96]  [ 400/1251]  eta: 0:06:51  lr: 2.830e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 3.2713 (4.0122)  acc1: 48.4375 (40.7059)  acc5: 73.4375 (63.2725)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [96]  [ 410/1251]  eta: 0:06:46  lr: 2.830e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.2840 (4.0099)  acc1: 48.4375 (40.7780)  acc5: 73.4375 (63.3497)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [96]  [ 420/1251]  eta: 0:06:41  lr: 2.830e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.9662 (4.0119)  acc1: 43.7500 (40.7271)  acc5: 66.7969 (63.3063)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [96]  [ 430/1251]  eta: 0:06:36  lr: 2.830e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.7725 (4.0039)  acc1: 44.5312 (40.8353)  acc5: 66.7969 (63.4235)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [96]  [ 440/1251]  eta: 0:06:31  lr: 2.830e-02  img/s: 5.40e+02  pen: 5.2e-02  loss: 3.7725 (4.0079)  acc1: 44.5312 (40.8030)  acc5: 66.4062 (63.3822)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [96]  [ 450/1251]  eta: 0:06:27  lr: 2.830e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.0699 (4.0084)  acc1: 43.3594 (40.8424)  acc5: 66.0156 (63.4276)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [96]  [ 460/1251]  eta: 0:06:22  lr: 2.830e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.8427 (4.0036)  acc1: 45.7031 (40.9224)  acc5: 70.7031 (63.5346)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [96]  [ 470/1251]  eta: 0:06:17  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.1717 (4.0126)  acc1: 40.2344 (40.8381)  acc5: 65.6250 (63.4131)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [96]  [ 480/1251]  eta: 0:06:12  lr: 2.830e-02  img/s: 5.06e+02  pen: 4.7e-02  loss: 4.3451 (4.0128)  acc1: 39.0625 (40.8134)  acc5: 61.3281 (63.3803)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [96]  [ 490/1251]  eta: 0:06:07  lr: 2.830e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.3792 (4.0171)  acc1: 39.0625 (40.7865)  acc5: 62.5000 (63.3656)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [96]  [ 500/1251]  eta: 0:06:02  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.3792 (4.0176)  acc1: 39.8438 (40.7770)  acc5: 64.0625 (63.3670)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [96]  [ 510/1251]  eta: 0:05:57  lr: 2.830e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.2233 (4.0204)  acc1: 39.8438 (40.7060)  acc5: 65.2344 (63.2683)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [96]  [ 520/1251]  eta: 0:05:52  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.0829 (4.0178)  acc1: 40.6250 (40.7195)  acc5: 65.2344 (63.2805)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [96]  [ 530/1251]  eta: 0:05:47  lr: 2.830e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.7206 (4.0161)  acc1: 46.4844 (40.8060)  acc5: 69.5312 (63.3629)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [96]  [ 540/1251]  eta: 0:05:42  lr: 2.830e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.8300 (4.0130)  acc1: 44.1406 (40.8214)  acc5: 69.1406 (63.3946)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [96]  [ 550/1251]  eta: 0:05:37  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.6186 (4.0107)  acc1: 42.1875 (40.8426)  acc5: 67.9688 (63.4273)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [96]  [ 560/1251]  eta: 0:05:32  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.8301 (4.0113)  acc1: 43.7500 (40.8506)  acc5: 66.0156 (63.4379)  time: 0.4763  data: 0.0005  max mem: 42896
Epoch: [96]  [ 570/1251]  eta: 0:05:27  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.8301 (4.0089)  acc1: 44.9219 (40.8603)  acc5: 68.3594 (63.4461)  time: 0.4743  data: 0.0005  max mem: 42896
Epoch: [96]  [ 580/1251]  eta: 0:05:22  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.6837 (4.0104)  acc1: 44.9219 (40.8301)  acc5: 68.3594 (63.3908)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [96]  [ 590/1251]  eta: 0:05:18  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.0343 (4.0120)  acc1: 40.6250 (40.7988)  acc5: 66.4062 (63.3553)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [96]  [ 600/1251]  eta: 0:05:13  lr: 2.830e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.9971 (4.0114)  acc1: 44.9219 (40.8323)  acc5: 66.4062 (63.3833)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [96]  [ 610/1251]  eta: 0:05:08  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.3888 (4.0029)  acc1: 47.2656 (40.9363)  acc5: 71.0938 (63.4833)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [96]  [ 620/1251]  eta: 0:05:03  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.4709 (4.0006)  acc1: 48.0469 (40.9433)  acc5: 71.8750 (63.5266)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [96]  [ 630/1251]  eta: 0:04:58  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 3.8512 (3.9983)  acc1: 44.9219 (40.9933)  acc5: 67.9688 (63.5759)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [96]  [ 640/1251]  eta: 0:04:53  lr: 2.830e-02  img/s: 5.08e+02  pen: 5.0e-02  loss: 3.8741 (3.9979)  acc1: 42.5781 (40.9900)  acc5: 68.3594 (63.5859)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [96]  [ 650/1251]  eta: 0:04:48  lr: 2.830e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.6153 (3.9901)  acc1: 45.7031 (41.0702)  acc5: 71.8750 (63.6917)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [96]  [ 660/1251]  eta: 0:04:44  lr: 2.830e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 3.3225 (3.9855)  acc1: 47.6562 (41.1320)  acc5: 71.8750 (63.7777)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [96]  [ 670/1251]  eta: 0:04:39  lr: 2.830e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.3403 (3.9818)  acc1: 47.2656 (41.1699)  acc5: 71.4844 (63.8209)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [96]  [ 680/1251]  eta: 0:04:34  lr: 2.830e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 3.7740 (3.9820)  acc1: 45.3125 (41.1665)  acc5: 68.3594 (63.8164)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [96]  [ 690/1251]  eta: 0:04:29  lr: 2.830e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.2239 (3.9827)  acc1: 43.7500 (41.1507)  acc5: 65.2344 (63.8189)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [96]  [ 700/1251]  eta: 0:04:24  lr: 2.830e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 4.2432 (3.9825)  acc1: 41.0156 (41.1326)  acc5: 64.4531 (63.7817)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [96]  [ 710/1251]  eta: 0:04:19  lr: 2.830e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.6082 (3.9814)  acc1: 41.0156 (41.0947)  acc5: 64.4531 (63.7532)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [96]  [ 720/1251]  eta: 0:04:14  lr: 2.830e-02  img/s: 5.37e+02  pen: 4.5e-02  loss: 3.4947 (3.9771)  acc1: 44.5312 (41.1614)  acc5: 71.0938 (63.8247)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [96]  [ 730/1251]  eta: 0:04:10  lr: 2.830e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.0152 (3.9809)  acc1: 42.9688 (41.0899)  acc5: 67.9688 (63.7392)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [96]  [ 740/1251]  eta: 0:04:05  lr: 2.830e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.0124 (3.9819)  acc1: 42.9688 (41.0683)  acc5: 67.1875 (63.7156)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [96]  [ 750/1251]  eta: 0:04:00  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 3.8951 (3.9805)  acc1: 43.7500 (41.1051)  acc5: 67.9688 (63.7743)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [96]  [ 760/1251]  eta: 0:03:55  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.2731 (3.9850)  acc1: 39.0625 (41.0839)  acc5: 63.6719 (63.7627)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [96]  [ 770/1251]  eta: 0:03:50  lr: 2.830e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.2868 (3.9846)  acc1: 39.0625 (41.0734)  acc5: 63.2812 (63.7494)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [96]  [ 780/1251]  eta: 0:03:45  lr: 2.830e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 3.9074 (3.9826)  acc1: 43.3594 (41.0846)  acc5: 67.1875 (63.7804)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [96]  [ 790/1251]  eta: 0:03:41  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.5151 (3.9893)  acc1: 35.5469 (40.9603)  acc5: 59.3750 (63.6595)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [96]  [ 800/1251]  eta: 0:03:36  lr: 2.830e-02  img/s: 5.11e+02  pen: 4.8e-02  loss: 4.3338 (3.9861)  acc1: 35.9375 (40.9908)  acc5: 59.3750 (63.7021)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [96]  [ 810/1251]  eta: 0:03:31  lr: 2.830e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.6332 (3.9871)  acc1: 45.7031 (40.9294)  acc5: 69.5312 (63.6463)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [96]  [ 820/1251]  eta: 0:03:26  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.2936 (3.9898)  acc1: 41.0156 (40.8786)  acc5: 60.9375 (63.5910)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [96]  [ 830/1251]  eta: 0:03:21  lr: 2.830e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2936 (3.9905)  acc1: 41.0156 (40.8361)  acc5: 60.9375 (63.5327)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [96]  [ 840/1251]  eta: 0:03:17  lr: 2.830e-02  img/s: 5.37e+02  pen: 4.7e-02  loss: 3.9838 (3.9898)  acc1: 44.1406 (40.8284)  acc5: 64.4531 (63.5242)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [96]  [ 850/1251]  eta: 0:03:12  lr: 2.830e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7364 (3.9863)  acc1: 46.0938 (40.8605)  acc5: 67.5781 (63.5649)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [96]  [ 860/1251]  eta: 0:03:07  lr: 2.830e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 3.7364 (3.9847)  acc1: 45.7031 (40.8881)  acc5: 67.5781 (63.5934)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [96]  [ 870/1251]  eta: 0:03:02  lr: 2.830e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.0577 (3.9876)  acc1: 41.7969 (40.8246)  acc5: 65.2344 (63.5212)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [96]  [ 880/1251]  eta: 0:02:57  lr: 2.830e-02  img/s: 5.39e+02  pen: 5.0e-02  loss: 3.7175 (3.9826)  acc1: 44.1406 (40.8631)  acc5: 68.3594 (63.5788)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [96]  [ 890/1251]  eta: 0:02:53  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.2783 (3.9816)  acc1: 45.3125 (40.8973)  acc5: 70.3125 (63.6092)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [96]  [ 900/1251]  eta: 0:02:48  lr: 2.830e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 3.9446 (3.9806)  acc1: 42.5781 (40.8847)  acc5: 66.4062 (63.5938)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [96]  [ 910/1251]  eta: 0:02:43  lr: 2.830e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.6247 (3.9808)  acc1: 43.3594 (40.8866)  acc5: 66.4062 (63.5998)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [96]  [ 920/1251]  eta: 0:02:38  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.3064 (3.9815)  acc1: 36.3281 (40.8413)  acc5: 61.3281 (63.5561)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [96]  [ 930/1251]  eta: 0:02:33  lr: 2.830e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4723 (3.9835)  acc1: 36.3281 (40.8201)  acc5: 60.1562 (63.5422)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [96]  [ 940/1251]  eta: 0:02:28  lr: 2.830e-02  img/s: 5.39e+02  pen: 3.7e-02  loss: 4.4806 (3.9885)  acc1: 37.5000 (40.7603)  acc5: 60.1562 (63.4643)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [96]  [ 950/1251]  eta: 0:02:24  lr: 2.830e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.1114 (3.9865)  acc1: 39.8438 (40.7930)  acc5: 62.8906 (63.4796)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [96]  [ 960/1251]  eta: 0:02:19  lr: 2.830e-02  img/s: 5.01e+02  pen: 4.8e-02  loss: 3.5461 (3.9865)  acc1: 46.0938 (40.7929)  acc5: 67.5781 (63.4682)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [96]  [ 970/1251]  eta: 0:02:14  lr: 2.830e-02  img/s: 5.37e+02  pen: 3.9e-02  loss: 3.5461 (3.9877)  acc1: 44.5312 (40.7843)  acc5: 67.1875 (63.4422)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [96]  [ 980/1251]  eta: 0:02:09  lr: 2.830e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.4430 (3.9902)  acc1: 36.3281 (40.7572)  acc5: 60.9375 (63.4258)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [96]  [ 990/1251]  eta: 0:02:04  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.4995 (3.9933)  acc1: 36.3281 (40.7109)  acc5: 60.9375 (63.3896)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [96]  [1000/1251]  eta: 0:02:00  lr: 2.830e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.4499 (3.9947)  acc1: 36.3281 (40.6952)  acc5: 60.5469 (63.3609)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [96]  [1010/1251]  eta: 0:01:55  lr: 2.830e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.0015 (3.9926)  acc1: 43.7500 (40.7081)  acc5: 64.8438 (63.3790)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [96]  [1020/1251]  eta: 0:01:50  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.7854 (3.9918)  acc1: 44.1406 (40.6992)  acc5: 69.1406 (63.3826)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [96]  [1030/1251]  eta: 0:01:45  lr: 2.830e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 4.1774 (3.9925)  acc1: 41.0156 (40.7027)  acc5: 67.1875 (63.3998)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [96]  [1040/1251]  eta: 0:01:41  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.1774 (3.9914)  acc1: 42.1875 (40.6974)  acc5: 67.1875 (63.3826)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [96]  [1050/1251]  eta: 0:01:36  lr: 2.830e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.5754 (3.9921)  acc1: 44.9219 (40.6912)  acc5: 67.1875 (63.3712)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [96]  [1060/1251]  eta: 0:01:31  lr: 2.830e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.4561 (3.9888)  acc1: 44.9219 (40.7104)  acc5: 68.7500 (63.3976)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [96]  [1070/1251]  eta: 0:01:26  lr: 2.830e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 3.5293 (3.9878)  acc1: 44.9219 (40.7355)  acc5: 70.7031 (63.4381)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [96]  [1080/1251]  eta: 0:01:21  lr: 2.830e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7922 (3.9860)  acc1: 44.9219 (40.7424)  acc5: 69.5312 (63.4421)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [96]  [1090/1251]  eta: 0:01:17  lr: 2.830e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 3.9329 (3.9870)  acc1: 44.9219 (40.7270)  acc5: 69.5312 (63.4227)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [96]  [1100/1251]  eta: 0:01:12  lr: 2.830e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.9786 (3.9856)  acc1: 44.1406 (40.7556)  acc5: 69.1406 (63.4508)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [96]  [1110/1251]  eta: 0:01:07  lr: 2.830e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 3.9786 (3.9863)  acc1: 44.9219 (40.7561)  acc5: 67.9688 (63.4405)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [96]  [1120/1251]  eta: 0:01:02  lr: 2.830e-02  img/s: 5.09e+02  pen: 4.5e-02  loss: 4.1041 (3.9846)  acc1: 45.3125 (40.7902)  acc5: 68.3594 (63.4739)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [96]  [1130/1251]  eta: 0:00:57  lr: 2.830e-02  img/s: 5.38e+02  pen: 4.9e-02  loss: 3.8531 (3.9833)  acc1: 46.4844 (40.8163)  acc5: 70.3125 (63.5057)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [96]  [1140/1251]  eta: 0:00:53  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.8918 (3.9826)  acc1: 43.7500 (40.8304)  acc5: 68.7500 (63.5206)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [96]  [1150/1251]  eta: 0:00:48  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.0914 (3.9848)  acc1: 43.7500 (40.8188)  acc5: 64.4531 (63.5015)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [96]  [1160/1251]  eta: 0:00:43  lr: 2.830e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.8102 (3.9827)  acc1: 46.0938 (40.8491)  acc5: 67.9688 (63.5312)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [96]  [1170/1251]  eta: 0:00:38  lr: 2.830e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.7282 (3.9824)  acc1: 46.0938 (40.8578)  acc5: 68.3594 (63.5331)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [96]  [1180/1251]  eta: 0:00:33  lr: 2.830e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.9657 (3.9835)  acc1: 44.5312 (40.8483)  acc5: 67.1875 (63.5068)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [96]  [1190/1251]  eta: 0:00:29  lr: 2.830e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 4.6809 (3.9855)  acc1: 30.0781 (40.7867)  acc5: 54.2969 (63.4498)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [96]  [1200/1251]  eta: 0:00:24  lr: 2.830e-02  img/s: 5.36e+02  pen: 4.2e-02  loss: 4.5345 (3.9862)  acc1: 33.9844 (40.7847)  acc5: 56.2500 (63.4553)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [96]  [1210/1251]  eta: 0:00:19  lr: 2.830e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.3762 (3.9885)  acc1: 36.7188 (40.7414)  acc5: 56.6406 (63.4080)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [96]  [1220/1251]  eta: 0:00:14  lr: 2.830e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6404 (3.9904)  acc1: 35.9375 (40.7191)  acc5: 58.9844 (63.3948)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [96]  [1230/1251]  eta: 0:00:10  lr: 2.830e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.7212 (3.9886)  acc1: 44.1406 (40.7405)  acc5: 66.4062 (63.4161)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [96]  [1240/1251]  eta: 0:00:05  lr: 2.830e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.8293 (3.9902)  acc1: 43.3594 (40.7068)  acc5: 66.4062 (63.3861)  time: 0.4741  data: 0.0005  max mem: 42896
Epoch: [96]  [1250/1251]  eta: 0:00:00  lr: 2.830e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 3.8982 (3.9898)  acc1: 37.5000 (40.7240)  acc5: 65.6250 (63.4099)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [96] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:54  loss: 2.4218 (2.4218)  acc1: 76.9531 (76.9531)  acc5: 92.1875 (92.1875)  time: 3.5649  data: 3.3166  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 56.808 Acc@5 80.974 Loss: 3.004
Test: EMA  [ 0/49]  eta: 0:02:21  loss: 2.3993 (2.3993)  acc1: 74.6094 (74.6094)  acc5: 91.4062 (91.4062)  time: 2.8780  data: 2.6293  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 55.146 Acc@5 79.050 Loss: 3.327
Epoch: [97]  [   0/1251]  eta: 1:30:13  lr: 2.826e-02  img/s: 4.82e+02  pen: 4.8e-02  loss: 3.2683 (3.2683)  acc1: 44.5312 (44.5312)  acc5: 72.2656 (72.2656)  time: 4.3277  data: 3.7963  max mem: 42896
Epoch: [97]  [  10/1251]  eta: 0:17:01  lr: 2.826e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.2937 (4.1003)  acc1: 40.2344 (37.8906)  acc5: 62.1094 (60.2628)  time: 0.8235  data: 0.3454  max mem: 42896
Epoch: [97]  [  20/1251]  eta: 0:13:28  lr: 2.826e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.1475 (4.0510)  acc1: 42.1875 (40.4204)  acc5: 64.4531 (63.0952)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [97]  [  30/1251]  eta: 0:12:09  lr: 2.826e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.0530 (4.0524)  acc1: 42.9688 (40.5368)  acc5: 67.1875 (63.5081)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [97]  [  40/1251]  eta: 0:11:28  lr: 2.826e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.1100 (4.0608)  acc1: 40.2344 (40.4726)  acc5: 62.5000 (63.4432)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [97]  [  50/1251]  eta: 0:11:00  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.1704 (4.0697)  acc1: 42.9688 (40.7093)  acc5: 65.2344 (63.5417)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [97]  [  60/1251]  eta: 0:10:39  lr: 2.826e-02  img/s: 5.43e+02  pen: 4.6e-02  loss: 3.9688 (4.0121)  acc1: 45.7031 (40.9900)  acc5: 69.1406 (63.8768)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [97]  [  70/1251]  eta: 0:10:24  lr: 2.826e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.5063 (3.9748)  acc1: 47.2656 (41.5823)  acc5: 70.3125 (64.4586)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [97]  [  80/1251]  eta: 0:10:11  lr: 2.826e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 3.5063 (3.9585)  acc1: 47.2656 (41.6570)  acc5: 69.5312 (64.5206)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [97]  [  90/1251]  eta: 0:09:59  lr: 2.826e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.2314 (3.9843)  acc1: 40.2344 (41.5050)  acc5: 64.4531 (64.3372)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [97]  [ 100/1251]  eta: 0:09:50  lr: 2.826e-02  img/s: 5.41e+02  pen: 5.1e-02  loss: 4.3668 (4.0085)  acc1: 37.5000 (41.0775)  acc5: 59.3750 (63.8730)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [97]  [ 110/1251]  eta: 0:09:41  lr: 2.826e-02  img/s: 5.37e+02  pen: 4.8e-02  loss: 4.4806 (4.0170)  acc1: 35.9375 (40.6672)  acc5: 58.9844 (63.5170)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [97]  [ 120/1251]  eta: 0:09:32  lr: 2.826e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.4683 (3.9683)  acc1: 44.5312 (41.1706)  acc5: 70.7031 (64.1755)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [97]  [ 130/1251]  eta: 0:09:25  lr: 2.826e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.4683 (3.9834)  acc1: 44.5312 (41.0514)  acc5: 69.9219 (64.0208)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [97]  [ 140/1251]  eta: 0:09:17  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.3952 (4.0075)  acc1: 36.7188 (40.6111)  acc5: 60.5469 (63.5860)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [97]  [ 150/1251]  eta: 0:09:10  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.4819 (4.0173)  acc1: 36.7188 (40.5500)  acc5: 58.9844 (63.5270)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [97]  [ 160/1251]  eta: 0:09:04  lr: 2.826e-02  img/s: 5.09e+02  pen: 4.2e-02  loss: 4.2585 (4.0173)  acc1: 41.0156 (40.6493)  acc5: 62.5000 (63.6258)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [97]  [ 170/1251]  eta: 0:08:57  lr: 2.826e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.1356 (4.0139)  acc1: 42.9688 (40.8055)  acc5: 67.5781 (63.7998)  time: 0.4755  data: 0.0005  max mem: 42896
Epoch: [97]  [ 180/1251]  eta: 0:08:51  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2007 (4.0252)  acc1: 43.3594 (40.7825)  acc5: 67.5781 (63.6848)  time: 0.4741  data: 0.0005  max mem: 42896
Epoch: [97]  [ 190/1251]  eta: 0:08:45  lr: 2.826e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.6258 (4.0499)  acc1: 33.9844 (40.3162)  acc5: 57.4219 (63.2056)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [97]  [ 200/1251]  eta: 0:08:39  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.6258 (4.0570)  acc1: 33.9844 (40.2072)  acc5: 57.4219 (63.1336)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [97]  [ 210/1251]  eta: 0:08:33  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4022 (4.0610)  acc1: 37.5000 (40.1714)  acc5: 63.2812 (63.0832)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [97]  [ 220/1251]  eta: 0:08:27  lr: 2.826e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.9233 (4.0460)  acc1: 41.4062 (40.2609)  acc5: 66.0156 (63.2618)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [97]  [ 230/1251]  eta: 0:08:21  lr: 2.826e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 3.9782 (4.0485)  acc1: 41.4062 (40.1245)  acc5: 67.5781 (63.1629)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [97]  [ 240/1251]  eta: 0:08:16  lr: 2.826e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.9782 (4.0481)  acc1: 41.4062 (40.1063)  acc5: 67.5781 (63.1402)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [97]  [ 250/1251]  eta: 0:08:10  lr: 2.826e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 3.9169 (4.0574)  acc1: 42.1875 (39.9776)  acc5: 64.4531 (62.9435)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [97]  [ 260/1251]  eta: 0:08:05  lr: 2.826e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 4.2990 (4.0544)  acc1: 40.2344 (39.9904)  acc5: 63.2812 (62.9909)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [97]  [ 270/1251]  eta: 0:07:59  lr: 2.826e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 4.4228 (4.0633)  acc1: 37.1094 (39.8928)  acc5: 60.5469 (62.8286)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [97]  [ 280/1251]  eta: 0:07:54  lr: 2.826e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.1553 (4.0554)  acc1: 42.9688 (40.0189)  acc5: 65.6250 (62.9212)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [97]  [ 290/1251]  eta: 0:07:49  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.8156 (4.0549)  acc1: 44.5312 (40.0505)  acc5: 67.5781 (62.9443)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [97]  [ 300/1251]  eta: 0:07:43  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8239 (4.0542)  acc1: 44.5312 (40.0021)  acc5: 69.5312 (62.9140)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [97]  [ 310/1251]  eta: 0:07:38  lr: 2.826e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 3.3852 (4.0389)  acc1: 46.4844 (40.1854)  acc5: 70.7031 (63.1067)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [97]  [ 320/1251]  eta: 0:07:33  lr: 2.826e-02  img/s: 5.10e+02  pen: 4.6e-02  loss: 3.3305 (4.0377)  acc1: 46.8750 (40.1845)  acc5: 70.3125 (63.0586)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [97]  [ 330/1251]  eta: 0:07:28  lr: 2.826e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.1559 (4.0362)  acc1: 43.7500 (40.2013)  acc5: 66.0156 (63.0794)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [97]  [ 340/1251]  eta: 0:07:22  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.4498 (4.0225)  acc1: 46.0938 (40.3776)  acc5: 70.3125 (63.2400)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [97]  [ 350/1251]  eta: 0:07:17  lr: 2.826e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.3045 (4.0222)  acc1: 45.7031 (40.3590)  acc5: 70.3125 (63.2212)  time: 0.4746  data: 0.0005  max mem: 42896
Epoch: [97]  [ 360/1251]  eta: 0:07:12  lr: 2.826e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.3143 (4.0256)  acc1: 41.0156 (40.3404)  acc5: 63.2812 (63.1914)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [97]  [ 370/1251]  eta: 0:07:07  lr: 2.826e-02  img/s: 5.38e+02  pen: 4.7e-02  loss: 4.3143 (4.0272)  acc1: 37.5000 (40.3165)  acc5: 62.8906 (63.1707)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [97]  [ 380/1251]  eta: 0:07:02  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.9012 (4.0212)  acc1: 45.7031 (40.3482)  acc5: 69.1406 (63.2023)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [97]  [ 390/1251]  eta: 0:06:57  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.8276 (4.0167)  acc1: 46.0938 (40.4182)  acc5: 69.1406 (63.2773)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [97]  [ 400/1251]  eta: 0:06:52  lr: 2.826e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 3.6594 (4.0106)  acc1: 46.8750 (40.5081)  acc5: 70.3125 (63.3572)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [97]  [ 410/1251]  eta: 0:06:47  lr: 2.826e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 3.8239 (4.0114)  acc1: 43.7500 (40.5062)  acc5: 64.8438 (63.3668)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [97]  [ 420/1251]  eta: 0:06:42  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3236 (4.0207)  acc1: 39.4531 (40.4404)  acc5: 61.3281 (63.2785)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [97]  [ 430/1251]  eta: 0:06:37  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1871 (4.0114)  acc1: 45.7031 (40.5652)  acc5: 68.3594 (63.4063)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [97]  [ 440/1251]  eta: 0:06:32  lr: 2.826e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 3.8245 (4.0132)  acc1: 46.0938 (40.5559)  acc5: 69.1406 (63.3557)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [97]  [ 450/1251]  eta: 0:06:27  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1344 (4.0140)  acc1: 44.5312 (40.5280)  acc5: 66.7969 (63.3358)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [97]  [ 460/1251]  eta: 0:06:22  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8271 (4.0077)  acc1: 44.5312 (40.5962)  acc5: 69.5312 (63.4431)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [97]  [ 470/1251]  eta: 0:06:17  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 3.7684 (4.0056)  acc1: 44.5312 (40.5935)  acc5: 69.5312 (63.4596)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [97]  [ 480/1251]  eta: 0:06:12  lr: 2.826e-02  img/s: 4.96e+02  pen: 4.0e-02  loss: 4.1219 (4.0097)  acc1: 41.7969 (40.6055)  acc5: 64.4531 (63.4437)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [97]  [ 490/1251]  eta: 0:06:07  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.3575 (4.0143)  acc1: 41.4062 (40.5733)  acc5: 62.5000 (63.3871)  time: 0.4771  data: 0.0004  max mem: 42896
Epoch: [97]  [ 500/1251]  eta: 0:06:02  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.2029 (4.0144)  acc1: 41.4062 (40.5595)  acc5: 64.0625 (63.3686)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [97]  [ 510/1251]  eta: 0:05:57  lr: 2.826e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 3.7005 (4.0079)  acc1: 45.3125 (40.6640)  acc5: 69.1406 (63.5083)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [97]  [ 520/1251]  eta: 0:05:52  lr: 2.826e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 3.9013 (4.0129)  acc1: 44.1406 (40.5688)  acc5: 67.1875 (63.3997)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [97]  [ 530/1251]  eta: 0:05:47  lr: 2.826e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.1886 (4.0140)  acc1: 40.2344 (40.5941)  acc5: 63.2812 (63.3982)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [97]  [ 540/1251]  eta: 0:05:42  lr: 2.826e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.1886 (4.0162)  acc1: 42.5781 (40.5680)  acc5: 64.4531 (63.3672)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [97]  [ 550/1251]  eta: 0:05:38  lr: 2.826e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.5876 (4.0256)  acc1: 34.3750 (40.4017)  acc5: 52.7344 (63.1756)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [97]  [ 560/1251]  eta: 0:05:33  lr: 2.826e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.2456 (4.0223)  acc1: 34.7656 (40.4607)  acc5: 54.6875 (63.2325)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [97]  [ 570/1251]  eta: 0:05:28  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.4654 (4.0182)  acc1: 46.8750 (40.4964)  acc5: 70.3125 (63.2484)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [97]  [ 580/1251]  eta: 0:05:23  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.4231 (4.0152)  acc1: 48.0469 (40.5746)  acc5: 70.3125 (63.3034)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [97]  [ 590/1251]  eta: 0:05:18  lr: 2.826e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 3.5440 (4.0126)  acc1: 45.7031 (40.5642)  acc5: 70.3125 (63.3163)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [97]  [ 600/1251]  eta: 0:05:13  lr: 2.826e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 3.5367 (4.0116)  acc1: 42.5781 (40.5535)  acc5: 68.3594 (63.2936)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [97]  [ 610/1251]  eta: 0:05:08  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.5482 (4.0224)  acc1: 32.8125 (40.3814)  acc5: 57.0312 (63.1144)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [97]  [ 620/1251]  eta: 0:05:03  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.8010 (4.0296)  acc1: 33.5938 (40.3199)  acc5: 53.5156 (63.0422)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [97]  [ 630/1251]  eta: 0:04:58  lr: 2.826e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.3644 (4.0289)  acc1: 38.6719 (40.3458)  acc5: 63.2812 (63.0714)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [97]  [ 640/1251]  eta: 0:04:54  lr: 2.826e-02  img/s: 5.11e+02  pen: 4.5e-02  loss: 3.6068 (4.0239)  acc1: 47.2656 (40.4123)  acc5: 67.9688 (63.1411)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [97]  [ 650/1251]  eta: 0:04:49  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.6068 (4.0221)  acc1: 46.4844 (40.4834)  acc5: 71.0938 (63.2182)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [97]  [ 660/1251]  eta: 0:04:44  lr: 2.826e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.0445 (4.0249)  acc1: 44.1406 (40.4861)  acc5: 67.1875 (63.2174)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [97]  [ 670/1251]  eta: 0:04:39  lr: 2.826e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.7615 (4.0172)  acc1: 45.7031 (40.6104)  acc5: 69.1406 (63.3302)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [97]  [ 680/1251]  eta: 0:04:34  lr: 2.826e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.9481 (4.0235)  acc1: 43.7500 (40.5739)  acc5: 67.9688 (63.3036)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [97]  [ 690/1251]  eta: 0:04:29  lr: 2.826e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.3862 (4.0243)  acc1: 39.4531 (40.5753)  acc5: 61.7188 (63.3005)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [97]  [ 700/1251]  eta: 0:04:24  lr: 2.826e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.9839 (4.0205)  acc1: 45.7031 (40.6306)  acc5: 67.5781 (63.3498)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [97]  [ 710/1251]  eta: 0:04:20  lr: 2.826e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.6625 (4.0194)  acc1: 46.0938 (40.6563)  acc5: 67.5781 (63.3757)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [97]  [ 720/1251]  eta: 0:04:15  lr: 2.826e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 3.7401 (4.0180)  acc1: 47.2656 (40.6954)  acc5: 69.5312 (63.4091)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [97]  [ 730/1251]  eta: 0:04:10  lr: 2.826e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.2115 (4.0244)  acc1: 41.0156 (40.6132)  acc5: 66.7969 (63.3144)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [97]  [ 740/1251]  eta: 0:04:05  lr: 2.826e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.3795 (4.0257)  acc1: 37.8906 (40.6076)  acc5: 62.8906 (63.3266)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [97]  [ 750/1251]  eta: 0:04:00  lr: 2.826e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.3308 (4.0278)  acc1: 39.4531 (40.6203)  acc5: 63.6719 (63.3322)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [97]  [ 760/1251]  eta: 0:03:55  lr: 2.826e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.3308 (4.0292)  acc1: 38.6719 (40.5860)  acc5: 63.2812 (63.2879)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [97]  [ 770/1251]  eta: 0:03:51  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.5500 (4.0331)  acc1: 36.3281 (40.5581)  acc5: 58.5938 (63.2377)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [97]  [ 780/1251]  eta: 0:03:46  lr: 2.826e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.5500 (4.0368)  acc1: 36.3281 (40.5180)  acc5: 58.5938 (63.1967)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [97]  [ 790/1251]  eta: 0:03:41  lr: 2.826e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.1696 (4.0365)  acc1: 41.4062 (40.5183)  acc5: 64.0625 (63.1998)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [97]  [ 800/1251]  eta: 0:03:36  lr: 2.826e-02  img/s: 5.10e+02  pen: 4.2e-02  loss: 3.8699 (4.0309)  acc1: 45.3125 (40.5831)  acc5: 69.1406 (63.2627)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [97]  [ 810/1251]  eta: 0:03:31  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.8699 (4.0321)  acc1: 44.9219 (40.6019)  acc5: 69.1406 (63.2625)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [97]  [ 820/1251]  eta: 0:03:26  lr: 2.826e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.4943 (4.0357)  acc1: 35.9375 (40.5474)  acc5: 58.9844 (63.1994)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [97]  [ 830/1251]  eta: 0:03:22  lr: 2.826e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.2829 (4.0325)  acc1: 42.1875 (40.6038)  acc5: 64.8438 (63.2653)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [97]  [ 840/1251]  eta: 0:03:17  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.9566 (4.0331)  acc1: 43.3594 (40.5906)  acc5: 68.7500 (63.2511)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [97]  [ 850/1251]  eta: 0:03:12  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.6725 (4.0286)  acc1: 45.7031 (40.6383)  acc5: 71.0938 (63.3184)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [97]  [ 860/1251]  eta: 0:03:07  lr: 2.826e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 3.7963 (4.0310)  acc1: 44.1406 (40.6150)  acc5: 70.3125 (63.3121)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [97]  [ 870/1251]  eta: 0:03:02  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.1152 (4.0302)  acc1: 41.0156 (40.6232)  acc5: 61.3281 (63.3189)  time: 0.4765  data: 0.0005  max mem: 42896
Epoch: [97]  [ 880/1251]  eta: 0:02:57  lr: 2.826e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.4137 (4.0242)  acc1: 46.4844 (40.6853)  acc5: 69.5312 (63.3921)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [97]  [ 890/1251]  eta: 0:02:53  lr: 2.826e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.4137 (4.0260)  acc1: 45.3125 (40.6570)  acc5: 68.7500 (63.3518)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [97]  [ 900/1251]  eta: 0:02:48  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2340 (4.0267)  acc1: 40.2344 (40.6545)  acc5: 60.9375 (63.3402)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [97]  [ 910/1251]  eta: 0:02:43  lr: 2.826e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.2340 (4.0284)  acc1: 40.2344 (40.6284)  acc5: 60.9375 (63.3048)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [97]  [ 920/1251]  eta: 0:02:38  lr: 2.826e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 3.7545 (4.0254)  acc1: 42.9688 (40.6632)  acc5: 69.9219 (63.3423)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [97]  [ 930/1251]  eta: 0:02:33  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.1545 (4.0299)  acc1: 39.8438 (40.5856)  acc5: 66.0156 (63.2695)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [97]  [ 940/1251]  eta: 0:02:29  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.4560 (4.0297)  acc1: 34.3750 (40.5802)  acc5: 60.9375 (63.2497)  time: 0.4771  data: 0.0004  max mem: 42896
Epoch: [97]  [ 950/1251]  eta: 0:02:24  lr: 2.826e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.2300 (4.0309)  acc1: 39.0625 (40.5580)  acc5: 63.2812 (63.2172)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [97]  [ 960/1251]  eta: 0:02:19  lr: 2.826e-02  img/s: 5.10e+02  pen: 4.2e-02  loss: 3.8595 (4.0289)  acc1: 44.1406 (40.6055)  acc5: 66.4062 (63.2796)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [97]  [ 970/1251]  eta: 0:02:14  lr: 2.826e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 3.7693 (4.0280)  acc1: 45.3125 (40.6246)  acc5: 70.7031 (63.3006)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [97]  [ 980/1251]  eta: 0:02:09  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.8018 (4.0271)  acc1: 46.4844 (40.6377)  acc5: 69.1406 (63.3107)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [97]  [ 990/1251]  eta: 0:02:05  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.8284 (4.0252)  acc1: 46.4844 (40.6557)  acc5: 69.1406 (63.3337)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [97]  [1000/1251]  eta: 0:02:00  lr: 2.826e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 3.8284 (4.0261)  acc1: 43.7500 (40.6414)  acc5: 66.7969 (63.3164)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [97]  [1010/1251]  eta: 0:01:55  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4539 (4.0249)  acc1: 39.0625 (40.6548)  acc5: 61.3281 (63.3342)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [97]  [1020/1251]  eta: 0:01:50  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4539 (4.0265)  acc1: 37.8906 (40.6005)  acc5: 59.7656 (63.2843)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [97]  [1030/1251]  eta: 0:01:45  lr: 2.826e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.9577 (4.0238)  acc1: 39.8438 (40.6356)  acc5: 64.8438 (63.3207)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [97]  [1040/1251]  eta: 0:01:41  lr: 2.826e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.7761 (4.0214)  acc1: 45.7031 (40.6423)  acc5: 68.3594 (63.3319)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [97]  [1050/1251]  eta: 0:01:36  lr: 2.826e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 3.9830 (4.0254)  acc1: 43.3594 (40.5904)  acc5: 66.7969 (63.2642)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [97]  [1060/1251]  eta: 0:01:31  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.1268 (4.0255)  acc1: 42.5781 (40.6022)  acc5: 63.2812 (63.2879)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [97]  [1070/1251]  eta: 0:01:26  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0377 (4.0262)  acc1: 43.3594 (40.5820)  acc5: 63.2812 (63.2619)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [97]  [1080/1251]  eta: 0:01:21  lr: 2.826e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.3059 (4.0284)  acc1: 38.6719 (40.5549)  acc5: 60.9375 (63.2397)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [97]  [1090/1251]  eta: 0:01:17  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1747 (4.0275)  acc1: 40.2344 (40.5752)  acc5: 65.6250 (63.2666)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [97]  [1100/1251]  eta: 0:01:12  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9775 (4.0271)  acc1: 44.9219 (40.5987)  acc5: 67.9688 (63.2883)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [97]  [1110/1251]  eta: 0:01:07  lr: 2.826e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.7076 (4.0237)  acc1: 46.8750 (40.6334)  acc5: 69.5312 (63.3294)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [97]  [1120/1251]  eta: 0:01:02  lr: 2.826e-02  img/s: 4.95e+02  pen: 4.6e-02  loss: 3.7076 (4.0223)  acc1: 46.0938 (40.6313)  acc5: 69.5312 (63.3370)  time: 0.4771  data: 0.0004  max mem: 42896
Epoch: [97]  [1130/1251]  eta: 0:00:57  lr: 2.826e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.1770 (4.0244)  acc1: 43.3594 (40.6229)  acc5: 65.2344 (63.3123)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [97]  [1140/1251]  eta: 0:00:53  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0709 (4.0237)  acc1: 42.5781 (40.6017)  acc5: 66.4062 (63.2980)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [97]  [1150/1251]  eta: 0:00:48  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1520 (4.0256)  acc1: 41.7969 (40.6053)  acc5: 66.0156 (63.3040)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [97]  [1160/1251]  eta: 0:00:43  lr: 2.826e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.1520 (4.0225)  acc1: 44.9219 (40.6519)  acc5: 67.9688 (63.3620)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [97]  [1170/1251]  eta: 0:00:38  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.6462 (4.0219)  acc1: 45.3125 (40.6584)  acc5: 71.0938 (63.3713)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [97]  [1180/1251]  eta: 0:00:33  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.7754 (4.0197)  acc1: 46.4844 (40.7034)  acc5: 69.9219 (63.4182)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [97]  [1190/1251]  eta: 0:00:29  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.7890 (4.0198)  acc1: 46.4844 (40.6857)  acc5: 69.9219 (63.4167)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [97]  [1200/1251]  eta: 0:00:24  lr: 2.826e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.2122 (4.0212)  acc1: 37.1094 (40.6595)  acc5: 65.6250 (63.3951)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [97]  [1210/1251]  eta: 0:00:19  lr: 2.826e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.0061 (4.0210)  acc1: 43.7500 (40.6731)  acc5: 64.0625 (63.3938)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [97]  [1220/1251]  eta: 0:00:14  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0888 (4.0223)  acc1: 39.4531 (40.6695)  acc5: 62.8906 (63.3894)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [97]  [1230/1251]  eta: 0:00:10  lr: 2.826e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.5066 (4.0256)  acc1: 37.1094 (40.6386)  acc5: 61.7188 (63.3571)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [97]  [1240/1251]  eta: 0:00:05  lr: 2.826e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3785 (4.0239)  acc1: 41.4062 (40.6426)  acc5: 61.7188 (63.3558)  time: 0.4746  data: 0.0006  max mem: 42896
Epoch: [97]  [1250/1251]  eta: 0:00:00  lr: 2.826e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 3.7705 (4.0240)  acc1: 46.0938 (40.6350)  acc5: 68.3594 (63.3387)  time: 0.4755  data: 0.0005  max mem: 42896
Epoch: [97] Total time: 0:09:59
Test:   [ 0/49]  eta: 0:02:21  loss: 2.4795 (2.4795)  acc1: 75.3906 (75.3906)  acc5: 92.1875 (92.1875)  time: 2.8962  data: 2.6486  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 55.698 Acc@5 80.126 Loss: 3.110
Test: EMA  [ 0/49]  eta: 0:02:09  loss: 2.3489 (2.3489)  acc1: 75.0000 (75.0000)  acc5: 91.4062 (91.4062)  time: 2.6398  data: 2.3886  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 55.700 Acc@5 79.474 Loss: 3.225
Epoch: [98]  [   0/1251]  eta: 1:09:52  lr: 2.823e-02  img/s: 5.17e+02  pen: 4.4e-02  loss: 3.0466 (3.0466)  acc1: 47.6562 (47.6562)  acc5: 72.6562 (72.6562)  time: 3.3515  data: 2.8561  max mem: 42896
Epoch: [98]  [  10/1251]  eta: 0:15:11  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7074 (3.7875)  acc1: 45.3125 (42.4006)  acc5: 69.9219 (65.9801)  time: 0.7346  data: 0.2599  max mem: 42896
Epoch: [98]  [  20/1251]  eta: 0:12:31  lr: 2.823e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 3.8962 (3.9836)  acc1: 43.7500 (39.2671)  acc5: 66.0156 (61.6443)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [98]  [  30/1251]  eta: 0:11:31  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.5741 (4.1935)  acc1: 33.2031 (37.1598)  acc5: 57.0312 (59.1608)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [98]  [  40/1251]  eta: 0:10:58  lr: 2.823e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.5613 (4.1815)  acc1: 35.1562 (37.8049)  acc5: 58.2031 (59.9943)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [98]  [  50/1251]  eta: 0:10:36  lr: 2.823e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.0766 (4.1348)  acc1: 42.9688 (38.7178)  acc5: 66.0156 (61.0371)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [98]  [  60/1251]  eta: 0:10:20  lr: 2.823e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.5918 (4.0374)  acc1: 45.3125 (40.1703)  acc5: 70.3125 (62.6473)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [98]  [  70/1251]  eta: 0:10:07  lr: 2.823e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.5918 (4.0122)  acc1: 46.4844 (40.7735)  acc5: 69.5312 (63.1822)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [98]  [  80/1251]  eta: 0:09:56  lr: 2.823e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.8889 (4.0281)  acc1: 44.1406 (40.4032)  acc5: 65.6250 (62.7122)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [98]  [  90/1251]  eta: 0:09:46  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.5372 (4.0537)  acc1: 36.7188 (40.1614)  acc5: 59.7656 (62.5215)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [98]  [ 100/1251]  eta: 0:09:38  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0242 (4.0223)  acc1: 41.7969 (40.7565)  acc5: 66.4062 (63.1846)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [98]  [ 110/1251]  eta: 0:09:30  lr: 2.823e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.0242 (4.0267)  acc1: 44.1406 (40.5933)  acc5: 68.3594 (63.0736)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [98]  [ 120/1251]  eta: 0:09:23  lr: 2.823e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.1583 (4.0337)  acc1: 40.2344 (40.5443)  acc5: 61.7188 (62.9100)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [98]  [ 130/1251]  eta: 0:09:16  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.0611 (4.0117)  acc1: 43.3594 (40.9023)  acc5: 67.5781 (63.2544)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [98]  [ 140/1251]  eta: 0:09:09  lr: 2.823e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 3.1989 (3.9931)  acc1: 44.5312 (40.9187)  acc5: 69.5312 (63.2258)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [98]  [ 150/1251]  eta: 0:09:03  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.2004 (4.0072)  acc1: 40.2344 (40.8915)  acc5: 65.2344 (63.1493)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [98]  [ 160/1251]  eta: 0:08:57  lr: 2.823e-02  img/s: 5.09e+02  pen: 4.5e-02  loss: 4.3113 (4.0129)  acc1: 40.2344 (40.9137)  acc5: 62.5000 (63.0750)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [98]  [ 170/1251]  eta: 0:08:51  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.9431 (3.9989)  acc1: 45.3125 (41.1390)  acc5: 67.1875 (63.3018)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [98]  [ 180/1251]  eta: 0:08:45  lr: 2.823e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.0122 (4.0141)  acc1: 42.5781 (40.7372)  acc5: 64.0625 (62.9208)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [98]  [ 190/1251]  eta: 0:08:39  lr: 2.823e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.0122 (4.0053)  acc1: 39.4531 (40.8336)  acc5: 63.2812 (63.0092)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [98]  [ 200/1251]  eta: 0:08:33  lr: 2.823e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.7115 (3.9979)  acc1: 45.7031 (40.8543)  acc5: 68.3594 (63.1258)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [98]  [ 210/1251]  eta: 0:08:28  lr: 2.823e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 3.2314 (3.9777)  acc1: 45.7031 (41.0730)  acc5: 70.7031 (63.3683)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [98]  [ 220/1251]  eta: 0:08:22  lr: 2.823e-02  img/s: 5.38e+02  pen: 4.7e-02  loss: 3.2314 (3.9806)  acc1: 45.3125 (40.9555)  acc5: 69.5312 (63.3254)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [98]  [ 230/1251]  eta: 0:08:17  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8341 (3.9842)  acc1: 39.8438 (40.9598)  acc5: 65.2344 (63.2880)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [98]  [ 240/1251]  eta: 0:08:12  lr: 2.823e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.8341 (3.9870)  acc1: 45.3125 (40.9929)  acc5: 67.9688 (63.3266)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [98]  [ 250/1251]  eta: 0:08:06  lr: 2.823e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 3.9230 (3.9879)  acc1: 44.9219 (40.9440)  acc5: 67.5781 (63.2781)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [98]  [ 260/1251]  eta: 0:08:01  lr: 2.823e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.7149 (3.9839)  acc1: 42.5781 (40.9303)  acc5: 68.7500 (63.2812)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [98]  [ 270/1251]  eta: 0:07:56  lr: 2.823e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.5622 (3.9812)  acc1: 47.2656 (41.0041)  acc5: 68.7500 (63.3447)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [98]  [ 280/1251]  eta: 0:07:50  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.1533 (3.9885)  acc1: 39.0625 (40.8836)  acc5: 58.9844 (63.2256)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [98]  [ 290/1251]  eta: 0:07:45  lr: 2.823e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.0225 (3.9873)  acc1: 39.0625 (40.9257)  acc5: 58.9844 (63.2772)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [98]  [ 300/1251]  eta: 0:07:40  lr: 2.823e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.8748 (3.9861)  acc1: 42.5781 (40.9819)  acc5: 68.7500 (63.3422)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [98]  [ 310/1251]  eta: 0:07:35  lr: 2.823e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.8748 (3.9836)  acc1: 44.5312 (41.0458)  acc5: 67.9688 (63.3855)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [98]  [ 320/1251]  eta: 0:07:30  lr: 2.823e-02  img/s: 5.10e+02  pen: 4.1e-02  loss: 3.8721 (3.9862)  acc1: 47.2656 (40.9402)  acc5: 67.9688 (63.2642)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [98]  [ 330/1251]  eta: 0:07:25  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2580 (3.9876)  acc1: 39.0625 (40.9389)  acc5: 63.6719 (63.2801)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [98]  [ 340/1251]  eta: 0:07:20  lr: 2.823e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.3485 (3.9907)  acc1: 41.0156 (40.8530)  acc5: 63.6719 (63.2217)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [98]  [ 350/1251]  eta: 0:07:15  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.1535 (3.9914)  acc1: 41.4062 (40.8598)  acc5: 64.0625 (63.2534)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [98]  [ 360/1251]  eta: 0:07:10  lr: 2.823e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.9081 (3.9838)  acc1: 46.4844 (40.8869)  acc5: 69.9219 (63.3256)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [98]  [ 370/1251]  eta: 0:07:05  lr: 2.823e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.9081 (3.9877)  acc1: 41.4062 (40.8587)  acc5: 66.4062 (63.3149)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [98]  [ 380/1251]  eta: 0:07:00  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.1680 (3.9851)  acc1: 41.0156 (40.9203)  acc5: 65.6250 (63.3797)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [98]  [ 390/1251]  eta: 0:06:55  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.1680 (3.9904)  acc1: 39.8438 (40.8338)  acc5: 62.8906 (63.3002)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [98]  [ 400/1251]  eta: 0:06:50  lr: 2.823e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.1916 (3.9851)  acc1: 41.7969 (40.9280)  acc5: 67.5781 (63.4293)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [98]  [ 410/1251]  eta: 0:06:45  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 3.8529 (3.9853)  acc1: 45.3125 (40.8740)  acc5: 69.1406 (63.3772)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [98]  [ 420/1251]  eta: 0:06:40  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.6623 (3.9789)  acc1: 46.4844 (40.9748)  acc5: 70.7031 (63.4919)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [98]  [ 430/1251]  eta: 0:06:35  lr: 2.823e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 3.7992 (3.9822)  acc1: 44.1406 (40.9576)  acc5: 69.5312 (63.4879)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [98]  [ 440/1251]  eta: 0:06:30  lr: 2.823e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.9842 (3.9775)  acc1: 44.1406 (41.0590)  acc5: 67.9688 (63.5736)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [98]  [ 450/1251]  eta: 0:06:25  lr: 2.823e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.3769 (3.9918)  acc1: 37.5000 (40.8926)  acc5: 61.7188 (63.3826)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [98]  [ 460/1251]  eta: 0:06:20  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.3795 (3.9917)  acc1: 34.7656 (40.8843)  acc5: 60.9375 (63.3795)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [98]  [ 470/1251]  eta: 0:06:15  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9536 (3.9928)  acc1: 41.7969 (40.8904)  acc5: 66.0156 (63.3816)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [98]  [ 480/1251]  eta: 0:06:10  lr: 2.823e-02  img/s: 5.10e+02  pen: 4.6e-02  loss: 3.9218 (3.9877)  acc1: 43.7500 (40.9409)  acc5: 67.1875 (63.4729)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [98]  [ 490/1251]  eta: 0:06:05  lr: 2.823e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.8831 (3.9869)  acc1: 44.5312 (40.9862)  acc5: 69.9219 (63.5414)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [98]  [ 500/1251]  eta: 0:06:01  lr: 2.823e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.7464 (3.9841)  acc1: 44.9219 (41.0008)  acc5: 70.3125 (63.5612)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [98]  [ 510/1251]  eta: 0:05:56  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9956 (3.9881)  acc1: 35.9375 (40.9331)  acc5: 63.2812 (63.4747)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [98]  [ 520/1251]  eta: 0:05:51  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.7738 (3.9810)  acc1: 45.3125 (41.0419)  acc5: 67.9688 (63.5976)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [98]  [ 530/1251]  eta: 0:05:46  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.4157 (3.9786)  acc1: 46.0938 (41.0929)  acc5: 69.9219 (63.6630)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [98]  [ 540/1251]  eta: 0:05:41  lr: 2.823e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.9721 (3.9800)  acc1: 46.0938 (41.0821)  acc5: 66.4062 (63.6531)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [98]  [ 550/1251]  eta: 0:05:36  lr: 2.823e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 3.7604 (3.9779)  acc1: 45.3125 (41.1000)  acc5: 67.9688 (63.6605)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [98]  [ 560/1251]  eta: 0:05:31  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.7604 (3.9776)  acc1: 41.0156 (41.0908)  acc5: 65.2344 (63.6733)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [98]  [ 570/1251]  eta: 0:05:26  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0483 (3.9764)  acc1: 41.0156 (41.1141)  acc5: 65.2344 (63.7020)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [98]  [ 580/1251]  eta: 0:05:22  lr: 2.823e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.0483 (3.9791)  acc1: 40.2344 (41.0506)  acc5: 63.2812 (63.6336)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [98]  [ 590/1251]  eta: 0:05:17  lr: 2.823e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.1760 (3.9697)  acc1: 45.7031 (41.1194)  acc5: 69.9219 (63.7122)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [98]  [ 600/1251]  eta: 0:05:12  lr: 2.823e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.2709 (3.9722)  acc1: 45.3125 (41.1021)  acc5: 67.9688 (63.7226)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [98]  [ 610/1251]  eta: 0:05:07  lr: 2.823e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.2222 (3.9762)  acc1: 38.6719 (41.0815)  acc5: 65.2344 (63.6827)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [98]  [ 620/1251]  eta: 0:05:02  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.5477 (3.9701)  acc1: 46.8750 (41.1521)  acc5: 69.9219 (63.7901)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [98]  [ 630/1251]  eta: 0:04:57  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1883 (3.9781)  acc1: 41.7969 (41.0812)  acc5: 65.2344 (63.7251)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [98]  [ 640/1251]  eta: 0:04:53  lr: 2.823e-02  img/s: 5.10e+02  pen: 4.5e-02  loss: 3.9812 (3.9695)  acc1: 41.7969 (41.1777)  acc5: 66.0156 (63.8212)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [98]  [ 650/1251]  eta: 0:04:48  lr: 2.823e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.9402 (3.9748)  acc1: 39.8438 (41.0816)  acc5: 65.6250 (63.7319)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [98]  [ 660/1251]  eta: 0:04:43  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2728 (3.9707)  acc1: 38.6719 (41.1267)  acc5: 64.8438 (63.7818)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [98]  [ 670/1251]  eta: 0:04:38  lr: 2.823e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 3.9998 (3.9745)  acc1: 42.9688 (41.0698)  acc5: 66.7969 (63.7138)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [98]  [ 680/1251]  eta: 0:04:33  lr: 2.823e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.9900 (3.9706)  acc1: 45.7031 (41.1447)  acc5: 66.7969 (63.7969)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [98]  [ 690/1251]  eta: 0:04:28  lr: 2.823e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.7088 (3.9728)  acc1: 46.4844 (41.1191)  acc5: 70.3125 (63.7606)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [98]  [ 700/1251]  eta: 0:04:24  lr: 2.823e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.6635 (3.9698)  acc1: 44.5312 (41.1482)  acc5: 68.3594 (63.8062)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [98]  [ 710/1251]  eta: 0:04:19  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.9561 (3.9736)  acc1: 44.5312 (41.1305)  acc5: 66.7969 (63.7741)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [98]  [ 720/1251]  eta: 0:04:14  lr: 2.823e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.9561 (3.9701)  acc1: 45.7031 (41.1874)  acc5: 66.7969 (63.8344)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [98]  [ 730/1251]  eta: 0:04:09  lr: 2.823e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 3.6408 (3.9703)  acc1: 45.3125 (41.1423)  acc5: 70.3125 (63.7889)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [98]  [ 740/1251]  eta: 0:04:04  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2249 (3.9747)  acc1: 39.8438 (41.0483)  acc5: 61.3281 (63.6782)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [98]  [ 750/1251]  eta: 0:03:59  lr: 2.823e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.3444 (3.9781)  acc1: 39.8438 (40.9995)  acc5: 61.3281 (63.6204)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [98]  [ 760/1251]  eta: 0:03:55  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3027 (3.9803)  acc1: 40.2344 (40.9961)  acc5: 65.6250 (63.5974)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [98]  [ 770/1251]  eta: 0:03:50  lr: 2.823e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.0024 (3.9823)  acc1: 41.7969 (40.9685)  acc5: 65.6250 (63.5645)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [98]  [ 780/1251]  eta: 0:03:45  lr: 2.823e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 4.0024 (3.9812)  acc1: 41.7969 (40.9726)  acc5: 64.0625 (63.5793)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [98]  [ 790/1251]  eta: 0:03:40  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0954 (3.9822)  acc1: 42.9688 (40.9732)  acc5: 66.4062 (63.5815)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [98]  [ 800/1251]  eta: 0:03:35  lr: 2.823e-02  img/s: 5.11e+02  pen: 5.4e-02  loss: 4.1076 (3.9839)  acc1: 39.8438 (40.9347)  acc5: 65.2344 (63.5422)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [98]  [ 810/1251]  eta: 0:03:31  lr: 2.823e-02  img/s: 5.42e+02  pen: 5.3e-02  loss: 4.4550 (3.9900)  acc1: 32.8125 (40.8490)  acc5: 55.0781 (63.4359)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [98]  [ 820/1251]  eta: 0:03:26  lr: 2.823e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.4550 (3.9881)  acc1: 33.5938 (40.8591)  acc5: 57.4219 (63.4635)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [98]  [ 830/1251]  eta: 0:03:21  lr: 2.823e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.7523 (3.9865)  acc1: 44.5312 (40.8770)  acc5: 67.9688 (63.4834)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [98]  [ 840/1251]  eta: 0:03:16  lr: 2.823e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 3.6932 (3.9830)  acc1: 46.8750 (40.9339)  acc5: 70.7031 (63.5474)  time: 0.4854  data: 0.0003  max mem: 42896
Epoch: [98]  [ 850/1251]  eta: 0:03:11  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.8191 (3.9843)  acc1: 42.9688 (40.9238)  acc5: 69.1406 (63.5493)  time: 0.4850  data: 0.0003  max mem: 42896
Epoch: [98]  [ 860/1251]  eta: 0:03:07  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.1077 (3.9810)  acc1: 42.1875 (40.9321)  acc5: 66.0156 (63.5721)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [98]  [ 870/1251]  eta: 0:03:02  lr: 2.823e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.2965 (3.9761)  acc1: 48.4375 (41.0138)  acc5: 73.0469 (63.6607)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [98]  [ 880/1251]  eta: 0:02:57  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.6953 (3.9758)  acc1: 47.2656 (41.0484)  acc5: 69.5312 (63.6883)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [98]  [ 890/1251]  eta: 0:02:52  lr: 2.823e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 3.9647 (3.9763)  acc1: 44.1406 (41.0323)  acc5: 64.0625 (63.6443)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [98]  [ 900/1251]  eta: 0:02:47  lr: 2.823e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.5300 (3.9762)  acc1: 44.5312 (41.0256)  acc5: 67.1875 (63.6285)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [98]  [ 910/1251]  eta: 0:02:43  lr: 2.823e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.0716 (3.9776)  acc1: 40.6250 (41.0246)  acc5: 65.2344 (63.6183)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [98]  [ 920/1251]  eta: 0:02:38  lr: 2.823e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.0716 (3.9769)  acc1: 40.6250 (40.9961)  acc5: 65.2344 (63.6010)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [98]  [ 930/1251]  eta: 0:02:33  lr: 2.823e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 3.8316 (3.9795)  acc1: 36.7188 (40.9611)  acc5: 58.5938 (63.5645)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [98]  [ 940/1251]  eta: 0:02:28  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.8316 (3.9762)  acc1: 44.5312 (41.0131)  acc5: 65.2344 (63.6204)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [98]  [ 950/1251]  eta: 0:02:23  lr: 2.823e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.3396 (3.9757)  acc1: 46.0938 (41.0444)  acc5: 66.7969 (63.6431)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [98]  [ 960/1251]  eta: 0:02:19  lr: 2.823e-02  img/s: 5.09e+02  pen: 4.6e-02  loss: 3.8285 (3.9745)  acc1: 45.7031 (41.0782)  acc5: 67.9688 (63.6731)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [98]  [ 970/1251]  eta: 0:02:14  lr: 2.823e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.9588 (3.9748)  acc1: 45.7031 (41.0880)  acc5: 68.3594 (63.6856)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [98]  [ 980/1251]  eta: 0:02:09  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.9650 (3.9746)  acc1: 43.3594 (41.0718)  acc5: 67.5781 (63.6790)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [98]  [ 990/1251]  eta: 0:02:04  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.8490 (3.9736)  acc1: 44.5312 (41.0613)  acc5: 67.5781 (63.6865)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [98]  [1000/1251]  eta: 0:02:00  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0502 (3.9741)  acc1: 44.1406 (41.0894)  acc5: 67.1875 (63.7242)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [98]  [1010/1251]  eta: 0:01:55  lr: 2.823e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.2143 (3.9774)  acc1: 42.9688 (41.0458)  acc5: 66.0156 (63.6734)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [98]  [1020/1251]  eta: 0:01:50  lr: 2.823e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 4.2143 (3.9780)  acc1: 42.9688 (41.0715)  acc5: 64.8438 (63.6830)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [98]  [1030/1251]  eta: 0:01:45  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.0056 (3.9801)  acc1: 43.7500 (41.0569)  acc5: 64.8438 (63.6620)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [98]  [1040/1251]  eta: 0:01:40  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.4114 (3.9817)  acc1: 34.3750 (41.0077)  acc5: 58.9844 (63.6145)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [98]  [1050/1251]  eta: 0:01:36  lr: 2.823e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 3.8733 (3.9804)  acc1: 44.1406 (41.0275)  acc5: 67.9688 (63.6288)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [98]  [1060/1251]  eta: 0:01:31  lr: 2.823e-02  img/s: 5.37e+02  pen: 4.0e-02  loss: 3.5839 (3.9753)  acc1: 49.6094 (41.0985)  acc5: 71.8750 (63.7069)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [98]  [1070/1251]  eta: 0:01:26  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.1824 (3.9756)  acc1: 49.6094 (41.0743)  acc5: 72.2656 (63.6719)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [98]  [1080/1251]  eta: 0:01:21  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3157 (3.9763)  acc1: 39.8438 (41.0644)  acc5: 64.4531 (63.6639)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [98]  [1090/1251]  eta: 0:01:16  lr: 2.823e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 3.8762 (3.9761)  acc1: 39.8438 (41.0622)  acc5: 64.4531 (63.6533)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [98]  [1100/1251]  eta: 0:01:12  lr: 2.823e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.2703 (3.9719)  acc1: 45.3125 (41.0944)  acc5: 71.8750 (63.6942)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [98]  [1110/1251]  eta: 0:01:07  lr: 2.823e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.2465 (3.9712)  acc1: 46.8750 (41.1123)  acc5: 71.8750 (63.7134)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [98]  [1120/1251]  eta: 0:01:02  lr: 2.823e-02  img/s: 5.08e+02  pen: 4.1e-02  loss: 3.8530 (3.9701)  acc1: 46.8750 (41.1278)  acc5: 70.7031 (63.7332)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [98]  [1130/1251]  eta: 0:00:57  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 3.5756 (3.9684)  acc1: 46.8750 (41.1600)  acc5: 69.5312 (63.7572)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [98]  [1140/1251]  eta: 0:00:53  lr: 2.823e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.9729 (3.9697)  acc1: 43.7500 (41.1399)  acc5: 66.7969 (63.7506)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [98]  [1150/1251]  eta: 0:00:48  lr: 2.823e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.9978 (3.9702)  acc1: 41.0156 (41.1470)  acc5: 66.7969 (63.7659)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [98]  [1160/1251]  eta: 0:00:43  lr: 2.823e-02  img/s: 5.40e+02  pen: 5.4e-02  loss: 3.8925 (3.9712)  acc1: 42.1875 (41.1162)  acc5: 68.3594 (63.7402)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [98]  [1170/1251]  eta: 0:00:38  lr: 2.823e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.1421 (3.9722)  acc1: 41.0156 (41.1240)  acc5: 64.8438 (63.7549)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [98]  [1180/1251]  eta: 0:00:33  lr: 2.823e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.3763 (3.9739)  acc1: 40.6250 (41.1201)  acc5: 64.0625 (63.7628)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [98]  [1190/1251]  eta: 0:00:29  lr: 2.823e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 4.4528 (3.9759)  acc1: 38.6719 (41.0947)  acc5: 62.1094 (63.7358)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [98]  [1200/1251]  eta: 0:00:24  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9512 (3.9736)  acc1: 45.7031 (41.1171)  acc5: 70.3125 (63.7662)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [98]  [1210/1251]  eta: 0:00:19  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.7228 (3.9759)  acc1: 45.7031 (41.0701)  acc5: 70.3125 (63.7128)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [98]  [1220/1251]  eta: 0:00:14  lr: 2.823e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.5771 (3.9735)  acc1: 42.9688 (41.1081)  acc5: 69.9219 (63.7538)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [98]  [1230/1251]  eta: 0:00:10  lr: 2.823e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.5771 (3.9729)  acc1: 46.4844 (41.1089)  acc5: 69.9219 (63.7617)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [98]  [1240/1251]  eta: 0:00:05  lr: 2.823e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.9248 (3.9743)  acc1: 41.7969 (41.0839)  acc5: 64.8438 (63.7358)  time: 0.4736  data: 0.0005  max mem: 42896
Epoch: [98]  [1250/1251]  eta: 0:00:00  lr: 2.823e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.8574 (3.9720)  acc1: 45.3125 (41.1077)  acc5: 68.3594 (63.7774)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [98] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:17  loss: 2.1589 (2.1589)  acc1: 78.1250 (78.1250)  acc5: 93.7500 (93.7500)  time: 2.8075  data: 2.5485  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 57.180 Acc@5 80.874 Loss: 2.958
Test: EMA  [ 0/49]  eta: 0:02:53  loss: 2.3131 (2.3131)  acc1: 75.7812 (75.7812)  acc5: 91.4062 (91.4062)  time: 3.5451  data: 3.2990  max mem: 42896
Test: EMA Total time: 0:00:17
Test: EMA Acc@1 56.112 Acc@5 79.898 Loss: 3.160
Epoch: [99]  [   0/1251]  eta: 1:11:52  lr: 2.819e-02  img/s: 5.10e+02  pen: 4.8e-02  loss: 4.6843 (4.6843)  acc1: 23.0469 (23.0469)  acc5: 46.4844 (46.4844)  time: 3.4474  data: 2.9454  max mem: 42896
Epoch: [99]  [  10/1251]  eta: 0:15:34  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.2485 (4.1392)  acc1: 40.6250 (38.0682)  acc5: 61.7188 (61.0795)  time: 0.7534  data: 0.2783  max mem: 42896
Epoch: [99]  [  20/1251]  eta: 0:12:43  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.2485 (4.1706)  acc1: 42.5781 (39.7507)  acc5: 66.7969 (62.7604)  time: 0.4785  data: 0.0059  max mem: 42896
Epoch: [99]  [  30/1251]  eta: 0:11:39  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.1353 (4.1114)  acc1: 42.5781 (40.4612)  acc5: 66.7969 (63.4577)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [99]  [  40/1251]  eta: 0:11:05  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.7777 (4.0254)  acc1: 46.0938 (41.7016)  acc5: 71.0938 (64.6532)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [99]  [  50/1251]  eta: 0:10:42  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.8813 (4.0636)  acc1: 45.7031 (41.3450)  acc5: 68.7500 (64.1085)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [99]  [  60/1251]  eta: 0:10:25  lr: 2.819e-02  img/s: 5.40e+02  pen: 5.2e-02  loss: 4.3688 (4.0725)  acc1: 37.5000 (40.4777)  acc5: 61.7188 (63.1212)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [99]  [  70/1251]  eta: 0:10:12  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.5229 (4.0112)  acc1: 47.2656 (41.1477)  acc5: 70.3125 (63.8039)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [99]  [  80/1251]  eta: 0:10:00  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.2689 (3.9726)  acc1: 48.4375 (41.5172)  acc5: 71.0938 (64.1300)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [99]  [  90/1251]  eta: 0:09:50  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.1080 (4.0016)  acc1: 40.2344 (41.0371)  acc5: 63.6719 (63.6976)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [99]  [ 100/1251]  eta: 0:09:41  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.8414 (3.9661)  acc1: 43.3594 (41.4372)  acc5: 67.9688 (64.1979)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [99]  [ 110/1251]  eta: 0:09:33  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.7727 (3.9765)  acc1: 44.9219 (41.3148)  acc5: 68.3594 (64.0519)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [99]  [ 120/1251]  eta: 0:09:25  lr: 2.819e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.0307 (3.9590)  acc1: 44.5312 (41.2900)  acc5: 69.1406 (64.1723)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [99]  [ 130/1251]  eta: 0:09:18  lr: 2.819e-02  img/s: 5.38e+02  pen: 4.7e-02  loss: 3.9082 (3.9689)  acc1: 44.1406 (41.2184)  acc5: 69.1406 (64.1281)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [99]  [ 140/1251]  eta: 0:09:11  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.1268 (3.9673)  acc1: 39.4531 (41.3481)  acc5: 66.4062 (64.2675)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [99]  [ 150/1251]  eta: 0:09:05  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.3827 (3.9939)  acc1: 37.1094 (41.0027)  acc5: 61.3281 (63.8659)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [99]  [ 160/1251]  eta: 0:08:58  lr: 2.819e-02  img/s: 5.09e+02  pen: 5.0e-02  loss: 4.4588 (3.9944)  acc1: 37.8906 (41.0156)  acc5: 59.7656 (63.9145)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [99]  [ 170/1251]  eta: 0:08:52  lr: 2.819e-02  img/s: 5.41e+02  pen: 5.2e-02  loss: 4.1250 (4.0054)  acc1: 42.9688 (41.0019)  acc5: 65.6250 (63.8409)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [99]  [ 180/1251]  eta: 0:08:46  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.0413 (4.0026)  acc1: 47.2656 (41.1106)  acc5: 65.6250 (63.9071)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [99]  [ 190/1251]  eta: 0:08:40  lr: 2.819e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.5241 (3.9855)  acc1: 46.0938 (41.2835)  acc5: 69.9219 (64.1648)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [99]  [ 200/1251]  eta: 0:08:35  lr: 2.819e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.7080 (3.9938)  acc1: 44.5312 (41.1147)  acc5: 69.5312 (63.9323)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [99]  [ 210/1251]  eta: 0:08:29  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.6901 (3.9771)  acc1: 44.5312 (41.2267)  acc5: 67.5781 (64.0310)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [99]  [ 220/1251]  eta: 0:08:23  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.2960 (3.9641)  acc1: 47.2656 (41.3355)  acc5: 69.9219 (64.1650)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [99]  [ 230/1251]  eta: 0:08:18  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.5377 (3.9563)  acc1: 45.3125 (41.3724)  acc5: 69.1406 (64.1978)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [99]  [ 240/1251]  eta: 0:08:13  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.5447 (3.9488)  acc1: 46.8750 (41.5910)  acc5: 69.9219 (64.3769)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [99]  [ 250/1251]  eta: 0:08:07  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.8603 (3.9588)  acc1: 44.9219 (41.4903)  acc5: 66.4062 (64.3255)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [99]  [ 260/1251]  eta: 0:08:02  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.3410 (3.9620)  acc1: 37.8906 (41.4302)  acc5: 65.6250 (64.3528)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [99]  [ 270/1251]  eta: 0:07:56  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.8338 (3.9549)  acc1: 43.3594 (41.5273)  acc5: 69.5312 (64.4474)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [99]  [ 280/1251]  eta: 0:07:51  lr: 2.819e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.4953 (3.9709)  acc1: 36.7188 (41.3715)  acc5: 60.9375 (64.2529)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [99]  [ 290/1251]  eta: 0:07:46  lr: 2.819e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.4953 (3.9809)  acc1: 36.7188 (41.2532)  acc5: 59.3750 (64.1001)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [99]  [ 300/1251]  eta: 0:07:41  lr: 2.819e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.3815 (3.9881)  acc1: 38.6719 (41.1908)  acc5: 63.2812 (64.0028)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [99]  [ 310/1251]  eta: 0:07:36  lr: 2.819e-02  img/s: 5.42e+02  pen: 5.2e-02  loss: 4.3238 (3.9831)  acc1: 38.6719 (41.2505)  acc5: 64.0625 (64.0525)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [99]  [ 320/1251]  eta: 0:07:30  lr: 2.819e-02  img/s: 5.09e+02  pen: 4.7e-02  loss: 4.2735 (3.9870)  acc1: 41.4062 (41.1531)  acc5: 66.7969 (63.9639)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [99]  [ 330/1251]  eta: 0:07:25  lr: 2.819e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.6266 (3.9766)  acc1: 42.9688 (41.2800)  acc5: 67.1875 (64.1097)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [99]  [ 340/1251]  eta: 0:07:20  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.8010 (3.9835)  acc1: 43.3594 (41.1794)  acc5: 67.5781 (64.0247)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [99]  [ 350/1251]  eta: 0:07:15  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.3222 (3.9943)  acc1: 41.0156 (41.0657)  acc5: 64.4531 (63.9145)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [99]  [ 360/1251]  eta: 0:07:10  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.4096 (3.9980)  acc1: 38.6719 (40.9399)  acc5: 61.7188 (63.8093)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [99]  [ 370/1251]  eta: 0:07:05  lr: 2.819e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.3066 (3.9963)  acc1: 39.4531 (40.9746)  acc5: 61.7188 (63.7993)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [99]  [ 380/1251]  eta: 0:07:00  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.8487 (3.9912)  acc1: 43.7500 (41.0546)  acc5: 65.6250 (63.8441)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [99]  [ 390/1251]  eta: 0:06:55  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8487 (3.9925)  acc1: 45.3125 (41.0676)  acc5: 68.7500 (63.8577)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [99]  [ 400/1251]  eta: 0:06:50  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.8540 (3.9886)  acc1: 46.8750 (41.1335)  acc5: 68.7500 (63.9183)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [99]  [ 410/1251]  eta: 0:06:45  lr: 2.819e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 3.8540 (3.9884)  acc1: 46.4844 (41.1297)  acc5: 67.9688 (63.8943)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [99]  [ 420/1251]  eta: 0:06:40  lr: 2.819e-02  img/s: 5.40e+02  pen: 5.3e-02  loss: 4.1301 (3.9887)  acc1: 42.9688 (41.1223)  acc5: 66.7969 (63.8723)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [99]  [ 430/1251]  eta: 0:06:35  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8817 (3.9872)  acc1: 44.1406 (41.1371)  acc5: 68.7500 (63.8994)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [99]  [ 440/1251]  eta: 0:06:30  lr: 2.819e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.3469 (3.9794)  acc1: 45.7031 (41.1901)  acc5: 70.7031 (63.9863)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [99]  [ 450/1251]  eta: 0:06:25  lr: 2.819e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 3.8250 (3.9842)  acc1: 42.1875 (41.1386)  acc5: 67.9688 (63.9750)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [99]  [ 460/1251]  eta: 0:06:20  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1964 (3.9891)  acc1: 37.1094 (41.0809)  acc5: 61.3281 (63.8676)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [99]  [ 470/1251]  eta: 0:06:15  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.9722 (3.9816)  acc1: 40.6250 (41.1442)  acc5: 67.5781 (63.9505)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [99]  [ 480/1251]  eta: 0:06:11  lr: 2.819e-02  img/s: 5.07e+02  pen: 4.7e-02  loss: 3.3013 (3.9776)  acc1: 45.7031 (41.2105)  acc5: 69.1406 (64.0130)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [99]  [ 490/1251]  eta: 0:06:06  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.6526 (3.9757)  acc1: 45.7031 (41.2623)  acc5: 67.5781 (64.0498)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [99]  [ 500/1251]  eta: 0:06:01  lr: 2.819e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.7020 (3.9719)  acc1: 46.0938 (41.2831)  acc5: 71.4844 (64.0836)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [99]  [ 510/1251]  eta: 0:05:56  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.1646 (3.9773)  acc1: 41.7969 (41.2136)  acc5: 64.4531 (64.0006)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [99]  [ 520/1251]  eta: 0:05:51  lr: 2.819e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.4257 (3.9799)  acc1: 36.7188 (41.2031)  acc5: 61.3281 (63.9958)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [99]  [ 530/1251]  eta: 0:05:46  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.1589 (3.9788)  acc1: 44.1406 (41.2039)  acc5: 66.0156 (63.9823)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [99]  [ 540/1251]  eta: 0:05:41  lr: 2.819e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 3.9255 (3.9815)  acc1: 44.5312 (41.1564)  acc5: 66.0156 (63.9239)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [99]  [ 550/1251]  eta: 0:05:36  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.8419 (3.9767)  acc1: 44.9219 (41.1922)  acc5: 68.7500 (63.9611)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [99]  [ 560/1251]  eta: 0:05:31  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.4124 (3.9734)  acc1: 45.7031 (41.2217)  acc5: 69.1406 (63.9915)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [99]  [ 570/1251]  eta: 0:05:27  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.3597 (3.9709)  acc1: 44.9219 (41.2380)  acc5: 67.9688 (64.0119)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [99]  [ 580/1251]  eta: 0:05:22  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.0890 (3.9758)  acc1: 41.7969 (41.1777)  acc5: 66.4062 (63.9280)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [99]  [ 590/1251]  eta: 0:05:17  lr: 2.819e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.0099 (3.9743)  acc1: 43.3594 (41.1762)  acc5: 66.4062 (63.9442)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [99]  [ 600/1251]  eta: 0:05:12  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.1133 (3.9789)  acc1: 43.3594 (41.1411)  acc5: 66.4062 (63.8909)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [99]  [ 610/1251]  eta: 0:05:07  lr: 2.819e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.2626 (3.9826)  acc1: 40.2344 (41.0962)  acc5: 62.5000 (63.8221)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [99]  [ 620/1251]  eta: 0:05:02  lr: 2.819e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 3.5680 (3.9779)  acc1: 46.0938 (41.1534)  acc5: 70.3125 (63.8901)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [99]  [ 630/1251]  eta: 0:04:57  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.1984 (3.9763)  acc1: 47.6562 (41.1469)  acc5: 71.8750 (63.8811)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [99]  [ 640/1251]  eta: 0:04:53  lr: 2.819e-02  img/s: 5.08e+02  pen: 4.4e-02  loss: 4.2603 (3.9798)  acc1: 38.6719 (41.1131)  acc5: 64.4531 (63.8602)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [99]  [ 650/1251]  eta: 0:04:48  lr: 2.819e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.4005 (3.9832)  acc1: 36.7188 (41.0876)  acc5: 60.5469 (63.8153)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [99]  [ 660/1251]  eta: 0:04:43  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.5555 (3.9851)  acc1: 36.3281 (41.0410)  acc5: 58.9844 (63.7552)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [99]  [ 670/1251]  eta: 0:04:38  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.2583 (3.9888)  acc1: 38.6719 (40.9970)  acc5: 59.3750 (63.7074)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [99]  [ 680/1251]  eta: 0:04:33  lr: 2.819e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.0235 (3.9895)  acc1: 41.7969 (41.0151)  acc5: 64.8438 (63.7149)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [99]  [ 690/1251]  eta: 0:04:28  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0032 (3.9897)  acc1: 41.7969 (41.0247)  acc5: 64.8438 (63.7352)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [99]  [ 700/1251]  eta: 0:04:24  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.4131 (3.9929)  acc1: 39.4531 (40.9855)  acc5: 61.3281 (63.7031)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [99]  [ 710/1251]  eta: 0:04:19  lr: 2.819e-02  img/s: 5.40e+02  pen: 5.2e-02  loss: 4.3394 (3.9925)  acc1: 39.4531 (41.0239)  acc5: 62.5000 (63.7504)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [99]  [ 720/1251]  eta: 0:04:14  lr: 2.819e-02  img/s: 5.38e+02  pen: 4.8e-02  loss: 4.0928 (3.9918)  acc1: 44.9219 (41.0194)  acc5: 67.5781 (63.7472)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [99]  [ 730/1251]  eta: 0:04:09  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.6942 (3.9875)  acc1: 46.8750 (41.0920)  acc5: 69.5312 (63.8140)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [99]  [ 740/1251]  eta: 0:04:04  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.7227 (3.9880)  acc1: 46.0938 (41.0694)  acc5: 69.5312 (63.7915)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [99]  [ 750/1251]  eta: 0:04:00  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.2689 (3.9914)  acc1: 39.4531 (41.0026)  acc5: 63.6719 (63.7176)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [99]  [ 760/1251]  eta: 0:03:55  lr: 2.819e-02  img/s: 5.37e+02  pen: 4.3e-02  loss: 3.8495 (3.9855)  acc1: 44.5312 (41.0634)  acc5: 67.9688 (63.7920)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [99]  [ 770/1251]  eta: 0:03:50  lr: 2.819e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 3.9787 (3.9895)  acc1: 40.6250 (41.0095)  acc5: 67.5781 (63.7489)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [99]  [ 780/1251]  eta: 0:03:45  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.5382 (3.9927)  acc1: 34.7656 (40.9236)  acc5: 57.8125 (63.6504)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [99]  [ 790/1251]  eta: 0:03:40  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.5382 (3.9951)  acc1: 35.1562 (40.8818)  acc5: 58.9844 (63.6215)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [99]  [ 800/1251]  eta: 0:03:36  lr: 2.819e-02  img/s: 5.09e+02  pen: 4.4e-02  loss: 4.0751 (3.9959)  acc1: 42.1875 (40.8991)  acc5: 64.4531 (63.6446)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [99]  [ 810/1251]  eta: 0:03:31  lr: 2.819e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.1642 (3.9974)  acc1: 42.5781 (40.8658)  acc5: 64.4531 (63.6126)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [99]  [ 820/1251]  eta: 0:03:26  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.3452 (3.9983)  acc1: 35.1562 (40.8320)  acc5: 60.1562 (63.5710)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [99]  [ 830/1251]  eta: 0:03:21  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.2422 (3.9965)  acc1: 43.7500 (40.8779)  acc5: 65.2344 (63.6197)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [99]  [ 840/1251]  eta: 0:03:16  lr: 2.819e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 3.8940 (3.9946)  acc1: 45.7031 (40.8949)  acc5: 68.3594 (63.6273)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [99]  [ 850/1251]  eta: 0:03:11  lr: 2.819e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.7376 (3.9926)  acc1: 45.7031 (40.9215)  acc5: 68.7500 (63.6407)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [99]  [ 860/1251]  eta: 0:03:07  lr: 2.819e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.6608 (3.9891)  acc1: 46.4844 (40.9793)  acc5: 69.1406 (63.7005)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [99]  [ 870/1251]  eta: 0:03:02  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.9252 (3.9925)  acc1: 42.1875 (40.9250)  acc5: 66.7969 (63.6535)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [99]  [ 880/1251]  eta: 0:02:57  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.2959 (3.9928)  acc1: 39.0625 (40.9287)  acc5: 64.8438 (63.6626)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [99]  [ 890/1251]  eta: 0:02:52  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.2827 (3.9869)  acc1: 46.8750 (40.9985)  acc5: 72.2656 (63.7289)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [99]  [ 900/1251]  eta: 0:02:47  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.1940 (3.9846)  acc1: 46.8750 (41.0351)  acc5: 71.4844 (63.7729)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [99]  [ 910/1251]  eta: 0:02:43  lr: 2.819e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.9584 (3.9851)  acc1: 43.7500 (41.0409)  acc5: 69.9219 (63.7829)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [99]  [ 920/1251]  eta: 0:02:38  lr: 2.819e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 3.8300 (3.9813)  acc1: 46.4844 (41.0801)  acc5: 69.5312 (63.8280)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [99]  [ 930/1251]  eta: 0:02:33  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.2265 (3.9767)  acc1: 47.6562 (41.1570)  acc5: 72.2656 (63.9173)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [99]  [ 940/1251]  eta: 0:02:28  lr: 2.819e-02  img/s: 5.37e+02  pen: 4.4e-02  loss: 3.7184 (3.9774)  acc1: 46.0938 (41.1692)  acc5: 69.1406 (63.9317)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [99]  [ 950/1251]  eta: 0:02:23  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.1962 (3.9773)  acc1: 46.0938 (41.2070)  acc5: 66.7969 (63.9561)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [99]  [ 960/1251]  eta: 0:02:19  lr: 2.819e-02  img/s: 5.08e+02  pen: 4.2e-02  loss: 4.2357 (3.9779)  acc1: 44.1406 (41.1973)  acc5: 65.6250 (63.9483)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [99]  [ 970/1251]  eta: 0:02:14  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.8997 (3.9741)  acc1: 48.0469 (41.2490)  acc5: 69.1406 (63.9933)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [99]  [ 980/1251]  eta: 0:02:09  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8482 (3.9764)  acc1: 44.5312 (41.2115)  acc5: 69.5312 (63.9578)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [99]  [ 990/1251]  eta: 0:02:04  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.8305 (3.9730)  acc1: 43.7500 (41.2513)  acc5: 69.1406 (64.0034)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [99]  [1000/1251]  eta: 0:02:00  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.8305 (3.9750)  acc1: 43.3594 (41.2392)  acc5: 67.9688 (63.9724)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [99]  [1010/1251]  eta: 0:01:55  lr: 2.819e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.3081 (3.9759)  acc1: 38.2812 (41.2312)  acc5: 62.5000 (63.9640)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [99]  [1020/1251]  eta: 0:01:50  lr: 2.819e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 3.8601 (3.9738)  acc1: 42.5781 (41.2727)  acc5: 67.9688 (64.0047)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [99]  [1030/1251]  eta: 0:01:45  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.6197 (3.9721)  acc1: 44.5312 (41.2945)  acc5: 69.9219 (64.0329)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [99]  [1040/1251]  eta: 0:01:40  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.1808 (3.9750)  acc1: 42.1875 (41.2535)  acc5: 64.4531 (63.9935)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [99]  [1050/1251]  eta: 0:01:36  lr: 2.819e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.4008 (3.9758)  acc1: 36.3281 (41.2331)  acc5: 58.9844 (63.9711)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [99]  [1060/1251]  eta: 0:01:31  lr: 2.819e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 3.8336 (3.9756)  acc1: 41.7969 (41.2196)  acc5: 67.1875 (63.9583)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [99]  [1070/1251]  eta: 0:01:26  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.7485 (3.9755)  acc1: 40.6250 (41.2111)  acc5: 65.6250 (63.9524)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [99]  [1080/1251]  eta: 0:01:21  lr: 2.819e-02  img/s: 5.42e+02  pen: 5.2e-02  loss: 4.2210 (3.9770)  acc1: 40.2344 (41.1667)  acc5: 63.2812 (63.9086)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [99]  [1090/1251]  eta: 0:01:16  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.1756 (3.9774)  acc1: 40.2344 (41.1721)  acc5: 63.2812 (63.9132)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [99]  [1100/1251]  eta: 0:01:12  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.8449 (3.9759)  acc1: 45.7031 (41.1870)  acc5: 70.7031 (63.9380)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [99]  [1110/1251]  eta: 0:01:07  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.4298 (3.9752)  acc1: 45.3125 (41.1661)  acc5: 71.4844 (63.9278)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [99]  [1120/1251]  eta: 0:01:02  lr: 2.819e-02  img/s: 5.08e+02  pen: 4.5e-02  loss: 3.2977 (3.9732)  acc1: 45.3125 (41.1850)  acc5: 71.8750 (63.9402)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [99]  [1130/1251]  eta: 0:00:57  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1576 (3.9755)  acc1: 42.9688 (41.1469)  acc5: 66.4062 (63.8895)  time: 0.4770  data: 0.0003  max mem: 42896
Epoch: [99]  [1140/1251]  eta: 0:00:53  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.3211 (3.9758)  acc1: 39.8438 (41.1385)  acc5: 64.0625 (63.8759)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [99]  [1150/1251]  eta: 0:00:48  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.9424 (3.9764)  acc1: 39.8438 (41.1090)  acc5: 66.7969 (63.8534)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [99]  [1160/1251]  eta: 0:00:43  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.5053 (3.9735)  acc1: 45.3125 (41.1448)  acc5: 69.5312 (63.8923)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [99]  [1170/1251]  eta: 0:00:38  lr: 2.819e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.3993 (3.9730)  acc1: 45.3125 (41.1424)  acc5: 70.3125 (63.9000)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [99]  [1180/1251]  eta: 0:00:33  lr: 2.819e-02  img/s: 5.39e+02  pen: 5.0e-02  loss: 3.8250 (3.9723)  acc1: 44.9219 (41.1496)  acc5: 65.6250 (63.9094)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [99]  [1190/1251]  eta: 0:00:29  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.6306 (3.9692)  acc1: 46.4844 (41.1885)  acc5: 68.7500 (63.9415)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [99]  [1200/1251]  eta: 0:00:24  lr: 2.819e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 3.6767 (3.9696)  acc1: 44.1406 (41.1883)  acc5: 68.7500 (63.9357)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [99]  [1210/1251]  eta: 0:00:19  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.8448 (3.9676)  acc1: 44.5312 (41.2195)  acc5: 69.5312 (63.9683)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [99]  [1220/1251]  eta: 0:00:14  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.9350 (3.9688)  acc1: 43.7500 (41.1993)  acc5: 67.1875 (63.9512)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [99]  [1230/1251]  eta: 0:00:10  lr: 2.819e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 3.9732 (3.9676)  acc1: 44.5312 (41.2222)  acc5: 67.1875 (63.9784)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [99]  [1240/1251]  eta: 0:00:05  lr: 2.819e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 3.9425 (3.9669)  acc1: 45.7031 (41.2391)  acc5: 68.3594 (64.0005)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [99]  [1250/1251]  eta: 0:00:00  lr: 2.819e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.3351 (3.9646)  acc1: 46.0938 (41.2570)  acc5: 68.3594 (64.0194)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [99] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:08  loss: 2.2299 (2.2299)  acc1: 75.7812 (75.7812)  acc5: 92.1875 (92.1875)  time: 2.6230  data: 2.3710  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 58.294 Acc@5 82.008 Loss: 2.849
Test: EMA  [ 0/49]  eta: 0:02:49  loss: 2.2789 (2.2789)  acc1: 75.7812 (75.7812)  acc5: 91.7969 (91.7969)  time: 3.4655  data: 3.2113  max mem: 42896
Test: EMA Total time: 0:00:17
Test: EMA Acc@1 56.538 Acc@5 80.242 Loss: 3.096
Epoch: [100]  [   0/1251]  eta: 1:11:30  lr: 2.815e-02  img/s: 5.09e+02  pen: 4.3e-02  loss: 3.4654 (3.4654)  acc1: 49.6094 (49.6094)  acc5: 72.2656 (72.2656)  time: 3.4293  data: 2.9261  max mem: 42896
Epoch: [100]  [  10/1251]  eta: 0:15:22  lr: 2.815e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.4499 (3.8011)  acc1: 48.4375 (42.7557)  acc5: 71.8750 (64.7727)  time: 0.7433  data: 0.2663  max mem: 42896
Epoch: [100]  [  20/1251]  eta: 0:12:36  lr: 2.815e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.3343 (3.7662)  acc1: 46.4844 (43.9918)  acc5: 68.3594 (66.2574)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [100]  [  30/1251]  eta: 0:11:35  lr: 2.815e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.3343 (3.7524)  acc1: 46.4844 (44.2540)  acc5: 68.3594 (66.5701)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [100]  [  40/1251]  eta: 0:11:02  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8674 (3.8302)  acc1: 44.5312 (42.9688)  acc5: 68.3594 (65.6917)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [100]  [  50/1251]  eta: 0:10:40  lr: 2.815e-02  img/s: 5.37e+02  pen: 4.2e-02  loss: 4.0071 (3.8816)  acc1: 41.7969 (42.3177)  acc5: 64.8438 (65.2191)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [100]  [  60/1251]  eta: 0:10:23  lr: 2.815e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 4.5096 (3.9257)  acc1: 34.7656 (41.1885)  acc5: 60.5469 (64.0817)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [100]  [  70/1251]  eta: 0:10:10  lr: 2.815e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.0225 (3.9250)  acc1: 37.8906 (41.0871)  acc5: 63.6719 (64.0680)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [100]  [  80/1251]  eta: 0:09:58  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1766 (3.9929)  acc1: 39.8438 (40.1379)  acc5: 64.4531 (63.1752)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [100]  [  90/1251]  eta: 0:09:48  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.1766 (3.9846)  acc1: 41.0156 (40.3932)  acc5: 64.4531 (63.3499)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [100]  [ 100/1251]  eta: 0:09:40  lr: 2.815e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 3.2634 (3.9348)  acc1: 46.0938 (40.9189)  acc5: 70.7031 (63.9658)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [100]  [ 110/1251]  eta: 0:09:32  lr: 2.815e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.3109 (3.9488)  acc1: 44.9219 (40.8221)  acc5: 71.0938 (63.9956)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [100]  [ 120/1251]  eta: 0:09:24  lr: 2.815e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 3.8990 (3.9520)  acc1: 44.9219 (40.8768)  acc5: 67.9688 (63.9398)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [100]  [ 130/1251]  eta: 0:09:17  lr: 2.815e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 3.7629 (3.9389)  acc1: 45.3125 (40.7592)  acc5: 69.5312 (63.8329)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [100]  [ 140/1251]  eta: 0:09:10  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.4246 (3.9571)  acc1: 42.1875 (40.5474)  acc5: 66.7969 (63.5777)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [100]  [ 150/1251]  eta: 0:09:04  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.9638 (3.9558)  acc1: 35.1562 (40.6612)  acc5: 57.8125 (63.6227)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [100]  [ 160/1251]  eta: 0:08:58  lr: 2.815e-02  img/s: 5.08e+02  pen: 5.0e-02  loss: 4.5332 (3.9853)  acc1: 39.4531 (40.4333)  acc5: 61.7188 (63.3589)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [100]  [ 170/1251]  eta: 0:08:52  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.4446 (3.9959)  acc1: 39.4531 (40.4263)  acc5: 62.1094 (63.4046)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [100]  [ 180/1251]  eta: 0:08:46  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.8396 (3.9871)  acc1: 44.5312 (40.5516)  acc5: 68.7500 (63.4215)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [100]  [ 190/1251]  eta: 0:08:40  lr: 2.815e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 3.3345 (3.9800)  acc1: 47.2656 (40.5452)  acc5: 69.9219 (63.4203)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [100]  [ 200/1251]  eta: 0:08:34  lr: 2.815e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.4154 (3.9810)  acc1: 47.2656 (40.6347)  acc5: 67.5781 (63.4289)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [100]  [ 210/1251]  eta: 0:08:28  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.0544 (3.9826)  acc1: 45.3125 (40.7028)  acc5: 67.5781 (63.4793)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [100]  [ 220/1251]  eta: 0:08:23  lr: 2.815e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.9281 (3.9728)  acc1: 45.7031 (40.8636)  acc5: 68.3594 (63.5623)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [100]  [ 230/1251]  eta: 0:08:18  lr: 2.815e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.4504 (3.9577)  acc1: 48.0469 (41.1560)  acc5: 69.9219 (63.8697)  time: 0.4770  data: 0.0003  max mem: 42896
Epoch: [100]  [ 240/1251]  eta: 0:08:12  lr: 2.815e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.6772 (3.9616)  acc1: 44.5312 (41.0270)  acc5: 69.9219 (63.7270)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [100]  [ 250/1251]  eta: 0:08:07  lr: 2.815e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.1946 (3.9680)  acc1: 39.0625 (40.9114)  acc5: 65.2344 (63.6579)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [100]  [ 260/1251]  eta: 0:08:01  lr: 2.815e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.8886 (3.9647)  acc1: 42.1875 (40.9602)  acc5: 66.0156 (63.7258)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [100]  [ 270/1251]  eta: 0:07:56  lr: 2.815e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 4.0358 (3.9764)  acc1: 37.8906 (40.7216)  acc5: 61.7188 (63.5032)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [100]  [ 280/1251]  eta: 0:07:51  lr: 2.815e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 4.4274 (3.9845)  acc1: 37.5000 (40.6194)  acc5: 57.0312 (63.3410)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [100]  [ 290/1251]  eta: 0:07:46  lr: 2.815e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 3.3586 (3.9757)  acc1: 49.2188 (40.7780)  acc5: 71.0938 (63.4490)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [100]  [ 300/1251]  eta: 0:07:41  lr: 2.815e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.9078 (3.9815)  acc1: 45.3125 (40.7392)  acc5: 69.1406 (63.4162)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [100]  [ 310/1251]  eta: 0:07:36  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.1200 (3.9903)  acc1: 40.6250 (40.6652)  acc5: 60.5469 (63.3302)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [100]  [ 320/1251]  eta: 0:07:30  lr: 2.815e-02  img/s: 4.92e+02  pen: 4.0e-02  loss: 4.0977 (3.9925)  acc1: 41.0156 (40.6481)  acc5: 63.6719 (63.3238)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [100]  [ 330/1251]  eta: 0:07:25  lr: 2.815e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.9775 (3.9904)  acc1: 43.3594 (40.6521)  acc5: 68.7500 (63.3532)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [100]  [ 340/1251]  eta: 0:07:20  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.9428 (3.9856)  acc1: 44.5312 (40.7441)  acc5: 68.3594 (63.4554)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [100]  [ 350/1251]  eta: 0:07:15  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1786 (3.9948)  acc1: 40.6250 (40.6806)  acc5: 66.0156 (63.3703)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [100]  [ 360/1251]  eta: 0:07:10  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1075 (3.9891)  acc1: 40.6250 (40.7841)  acc5: 68.3594 (63.5096)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [100]  [ 370/1251]  eta: 0:07:05  lr: 2.815e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.9400 (3.9895)  acc1: 44.5312 (40.7545)  acc5: 68.7500 (63.5224)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [100]  [ 380/1251]  eta: 0:07:00  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1299 (3.9928)  acc1: 42.5781 (40.8136)  acc5: 66.4062 (63.5447)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [100]  [ 390/1251]  eta: 0:06:55  lr: 2.815e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.1763 (3.9953)  acc1: 42.9688 (40.8598)  acc5: 64.4531 (63.5750)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [100]  [ 400/1251]  eta: 0:06:50  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.3711 (4.0081)  acc1: 39.4531 (40.7448)  acc5: 62.5000 (63.4264)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [100]  [ 410/1251]  eta: 0:06:45  lr: 2.815e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4264 (4.0161)  acc1: 37.1094 (40.6516)  acc5: 62.5000 (63.3316)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [100]  [ 420/1251]  eta: 0:06:40  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.3906 (4.0277)  acc1: 37.1094 (40.5090)  acc5: 63.2812 (63.1588)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [100]  [ 430/1251]  eta: 0:06:35  lr: 2.815e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.2617 (4.0240)  acc1: 41.0156 (40.5733)  acc5: 64.4531 (63.2441)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [100]  [ 440/1251]  eta: 0:06:30  lr: 2.815e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.1969 (4.0256)  acc1: 41.0156 (40.5196)  acc5: 67.1875 (63.1688)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [100]  [ 450/1251]  eta: 0:06:25  lr: 2.815e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.4025 (4.0294)  acc1: 37.5000 (40.4301)  acc5: 62.5000 (63.0630)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [100]  [ 460/1251]  eta: 0:06:20  lr: 2.815e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.5150 (4.0413)  acc1: 31.6406 (40.2598)  acc5: 53.1250 (62.8466)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [100]  [ 470/1251]  eta: 0:06:15  lr: 2.815e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.5580 (4.0416)  acc1: 32.8125 (40.2692)  acc5: 55.8594 (62.8558)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [100]  [ 480/1251]  eta: 0:06:11  lr: 2.815e-02  img/s: 4.96e+02  pen: 4.4e-02  loss: 3.3409 (4.0319)  acc1: 48.4375 (40.3757)  acc5: 69.9219 (62.9418)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [100]  [ 490/1251]  eta: 0:06:06  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.3765 (4.0284)  acc1: 47.6562 (40.4468)  acc5: 69.9219 (63.0044)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [100]  [ 500/1251]  eta: 0:06:01  lr: 2.815e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.8505 (4.0294)  acc1: 43.3594 (40.4199)  acc5: 65.6250 (62.9780)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [100]  [ 510/1251]  eta: 0:05:56  lr: 2.815e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.5565 (4.0365)  acc1: 37.5000 (40.3414)  acc5: 59.7656 (62.8899)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [100]  [ 520/1251]  eta: 0:05:51  lr: 2.815e-02  img/s: 5.47e+02  pen: 4.3e-02  loss: 4.5239 (4.0378)  acc1: 39.4531 (40.3873)  acc5: 60.1562 (62.9086)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [100]  [ 530/1251]  eta: 0:05:46  lr: 2.815e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.8364 (4.0343)  acc1: 41.4062 (40.4131)  acc5: 64.0625 (62.9421)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [100]  [ 540/1251]  eta: 0:05:41  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.9894 (4.0366)  acc1: 41.0156 (40.3607)  acc5: 64.0625 (62.8863)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [100]  [ 550/1251]  eta: 0:05:36  lr: 2.815e-02  img/s: 5.38e+02  pen: 4.9e-02  loss: 4.1531 (4.0359)  acc1: 44.1406 (40.4116)  acc5: 63.6719 (62.9289)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [100]  [ 560/1251]  eta: 0:05:31  lr: 2.815e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.1531 (4.0400)  acc1: 44.1406 (40.3785)  acc5: 63.6719 (62.8941)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [100]  [ 570/1251]  eta: 0:05:27  lr: 2.815e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3876 (4.0391)  acc1: 39.0625 (40.3500)  acc5: 62.8906 (62.8858)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [100]  [ 580/1251]  eta: 0:05:22  lr: 2.815e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.3173 (4.0453)  acc1: 38.6719 (40.2982)  acc5: 64.0625 (62.8335)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [100]  [ 590/1251]  eta: 0:05:17  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1305 (4.0461)  acc1: 39.8438 (40.3282)  acc5: 66.0156 (62.8642)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [100]  [ 600/1251]  eta: 0:05:12  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1305 (4.0458)  acc1: 41.7969 (40.3345)  acc5: 65.2344 (62.8893)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [100]  [ 610/1251]  eta: 0:05:07  lr: 2.815e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 3.9917 (4.0417)  acc1: 42.9688 (40.3853)  acc5: 66.7969 (62.9526)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [100]  [ 620/1251]  eta: 0:05:02  lr: 2.815e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.1552 (4.0438)  acc1: 45.7031 (40.3457)  acc5: 66.7969 (62.9038)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [100]  [ 630/1251]  eta: 0:04:57  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.2133 (4.0433)  acc1: 39.0625 (40.3229)  acc5: 64.4531 (62.8745)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [100]  [ 640/1251]  eta: 0:04:53  lr: 2.815e-02  img/s: 4.87e+02  pen: 4.2e-02  loss: 3.7922 (4.0407)  acc1: 47.2656 (40.3660)  acc5: 71.0938 (62.9254)  time: 0.4771  data: 0.0004  max mem: 42896
Epoch: [100]  [ 650/1251]  eta: 0:04:48  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7113 (4.0411)  acc1: 45.7031 (40.3880)  acc5: 67.9688 (62.9494)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [100]  [ 660/1251]  eta: 0:04:43  lr: 2.815e-02  img/s: 5.42e+02  pen: 5.4e-02  loss: 4.4677 (4.0480)  acc1: 35.9375 (40.2344)  acc5: 60.9375 (62.7943)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [100]  [ 670/1251]  eta: 0:04:38  lr: 2.815e-02  img/s: 5.38e+02  pen: 3.7e-02  loss: 4.3260 (4.0433)  acc1: 39.0625 (40.3007)  acc5: 63.6719 (62.8679)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [100]  [ 680/1251]  eta: 0:04:33  lr: 2.815e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.8267 (4.0419)  acc1: 43.3594 (40.3330)  acc5: 64.4531 (62.9164)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [100]  [ 690/1251]  eta: 0:04:28  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0546 (4.0395)  acc1: 43.3594 (40.3390)  acc5: 66.0156 (62.9285)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [100]  [ 700/1251]  eta: 0:04:24  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.3150 (4.0433)  acc1: 39.0625 (40.2823)  acc5: 63.2812 (62.8689)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [100]  [ 710/1251]  eta: 0:04:19  lr: 2.815e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.2739 (4.0390)  acc1: 42.5781 (40.3591)  acc5: 63.6719 (62.9461)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [100]  [ 720/1251]  eta: 0:04:14  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.7364 (4.0398)  acc1: 42.5781 (40.3368)  acc5: 67.1875 (62.9237)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [100]  [ 730/1251]  eta: 0:04:09  lr: 2.815e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.3456 (4.0437)  acc1: 41.4062 (40.3038)  acc5: 64.4531 (62.8725)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [100]  [ 740/1251]  eta: 0:04:04  lr: 2.815e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.3682 (4.0458)  acc1: 39.4531 (40.2739)  acc5: 60.1562 (62.8374)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [100]  [ 750/1251]  eta: 0:04:00  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2171 (4.0455)  acc1: 38.2812 (40.2588)  acc5: 58.9844 (62.8194)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [100]  [ 760/1251]  eta: 0:03:55  lr: 2.815e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 3.8297 (4.0416)  acc1: 44.5312 (40.2760)  acc5: 66.7969 (62.8526)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [100]  [ 770/1251]  eta: 0:03:50  lr: 2.815e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.3317 (4.0376)  acc1: 47.2656 (40.3165)  acc5: 71.0938 (62.8896)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [100]  [ 780/1251]  eta: 0:03:45  lr: 2.815e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.4818 (4.0356)  acc1: 46.4844 (40.3424)  acc5: 67.5781 (62.9166)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [100]  [ 790/1251]  eta: 0:03:40  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3101 (4.0378)  acc1: 41.4062 (40.2946)  acc5: 62.8906 (62.8812)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [100]  [ 800/1251]  eta: 0:03:35  lr: 2.815e-02  img/s: 5.10e+02  pen: 4.6e-02  loss: 4.5752 (4.0425)  acc1: 35.5469 (40.2617)  acc5: 58.2031 (62.8428)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [100]  [ 810/1251]  eta: 0:03:31  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4140 (4.0455)  acc1: 37.1094 (40.2551)  acc5: 58.5938 (62.8270)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [100]  [ 820/1251]  eta: 0:03:26  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.4822 (4.0488)  acc1: 35.5469 (40.2077)  acc5: 58.5938 (62.7736)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [100]  [ 830/1251]  eta: 0:03:21  lr: 2.815e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.4736 (4.0498)  acc1: 35.5469 (40.2109)  acc5: 58.2031 (62.7698)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [100]  [ 840/1251]  eta: 0:03:16  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1671 (4.0496)  acc1: 44.9219 (40.2386)  acc5: 66.4062 (62.7689)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [100]  [ 850/1251]  eta: 0:03:11  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.8327 (4.0469)  acc1: 47.2656 (40.2729)  acc5: 70.3125 (62.8016)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [100]  [ 860/1251]  eta: 0:03:07  lr: 2.815e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.8327 (4.0458)  acc1: 46.8750 (40.2412)  acc5: 70.3125 (62.7876)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [100]  [ 870/1251]  eta: 0:03:02  lr: 2.815e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.8188 (4.0421)  acc1: 45.7031 (40.2963)  acc5: 67.5781 (62.8489)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [100]  [ 880/1251]  eta: 0:02:57  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.8188 (4.0419)  acc1: 44.1406 (40.3293)  acc5: 67.1875 (62.8800)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [100]  [ 890/1251]  eta: 0:02:52  lr: 2.815e-02  img/s: 5.38e+02  pen: 4.9e-02  loss: 3.8109 (4.0392)  acc1: 46.8750 (40.3703)  acc5: 68.3594 (62.9213)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [100]  [ 900/1251]  eta: 0:02:47  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.4732 (4.0444)  acc1: 39.4531 (40.3176)  acc5: 59.7656 (62.8520)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [100]  [ 910/1251]  eta: 0:02:43  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.5108 (4.0446)  acc1: 38.6719 (40.3411)  acc5: 59.7656 (62.8670)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [100]  [ 920/1251]  eta: 0:02:38  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1739 (4.0449)  acc1: 41.7969 (40.3480)  acc5: 65.6250 (62.8643)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [100]  [ 930/1251]  eta: 0:02:33  lr: 2.815e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.1059 (4.0451)  acc1: 42.1875 (40.3766)  acc5: 65.6250 (62.8856)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [100]  [ 940/1251]  eta: 0:02:28  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.1044 (4.0424)  acc1: 44.9219 (40.4100)  acc5: 68.3594 (62.9292)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [100]  [ 950/1251]  eta: 0:02:23  lr: 2.815e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 3.5542 (4.0423)  acc1: 44.9219 (40.3946)  acc5: 68.3594 (62.9136)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [100]  [ 960/1251]  eta: 0:02:19  lr: 2.815e-02  img/s: 5.10e+02  pen: 4.7e-02  loss: 3.5542 (4.0388)  acc1: 41.0156 (40.4360)  acc5: 69.1406 (62.9634)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [100]  [ 970/1251]  eta: 0:02:14  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.8640 (4.0407)  acc1: 41.0156 (40.4198)  acc5: 67.9688 (62.9409)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [100]  [ 980/1251]  eta: 0:02:09  lr: 2.815e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.6613 (4.0394)  acc1: 43.3594 (40.4263)  acc5: 67.9688 (62.9392)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [100]  [ 990/1251]  eta: 0:02:04  lr: 2.815e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.6464 (4.0394)  acc1: 41.0156 (40.4082)  acc5: 66.0156 (62.9084)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [100]  [1000/1251]  eta: 0:02:00  lr: 2.815e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.7317 (4.0363)  acc1: 43.7500 (40.4439)  acc5: 66.7969 (62.9538)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [100]  [1010/1251]  eta: 0:01:55  lr: 2.815e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.6788 (4.0339)  acc1: 47.2656 (40.4689)  acc5: 71.4844 (62.9980)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [100]  [1020/1251]  eta: 0:01:50  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.7090 (4.0334)  acc1: 46.0938 (40.4693)  acc5: 70.7031 (63.0004)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [100]  [1030/1251]  eta: 0:01:45  lr: 2.815e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.0643 (4.0339)  acc1: 41.7969 (40.4594)  acc5: 67.1875 (62.9986)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [100]  [1040/1251]  eta: 0:01:40  lr: 2.815e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 3.9448 (4.0324)  acc1: 44.5312 (40.4787)  acc5: 69.5312 (63.0223)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [100]  [1050/1251]  eta: 0:01:36  lr: 2.815e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.5846 (4.0307)  acc1: 45.7031 (40.4815)  acc5: 69.9219 (63.0397)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [100]  [1060/1251]  eta: 0:01:31  lr: 2.815e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.0049 (4.0320)  acc1: 43.3594 (40.4729)  acc5: 64.8438 (63.0349)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [100]  [1070/1251]  eta: 0:01:26  lr: 2.815e-02  img/s: 5.38e+02  pen: 4.7e-02  loss: 3.9764 (4.0302)  acc1: 41.0156 (40.5094)  acc5: 63.6719 (63.0712)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [100]  [1080/1251]  eta: 0:01:21  lr: 2.815e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.6830 (4.0307)  acc1: 46.4844 (40.4974)  acc5: 66.0156 (63.0471)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [100]  [1090/1251]  eta: 0:01:16  lr: 2.815e-02  img/s: 5.39e+02  pen: 5.2e-02  loss: 3.7613 (4.0293)  acc1: 46.0938 (40.5122)  acc5: 66.0156 (63.0761)  time: 0.4771  data: 0.0003  max mem: 42896
Epoch: [100]  [1100/1251]  eta: 0:01:12  lr: 2.815e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 4.0646 (4.0317)  acc1: 43.3594 (40.4799)  acc5: 68.3594 (63.0425)  time: 0.4775  data: 0.0003  max mem: 42896
Epoch: [100]  [1110/1251]  eta: 0:01:07  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2927 (4.0319)  acc1: 41.0156 (40.4921)  acc5: 64.0625 (63.0471)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [100]  [1120/1251]  eta: 0:01:02  lr: 2.815e-02  img/s: 5.10e+02  pen: 4.5e-02  loss: 3.8782 (4.0313)  acc1: 42.9688 (40.4849)  acc5: 66.7969 (63.0241)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [100]  [1130/1251]  eta: 0:00:57  lr: 2.815e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.2268 (4.0334)  acc1: 42.1875 (40.4827)  acc5: 65.2344 (63.0233)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [100]  [1140/1251]  eta: 0:00:53  lr: 2.815e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.2268 (4.0312)  acc1: 43.3594 (40.5435)  acc5: 66.4062 (63.0755)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [100]  [1150/1251]  eta: 0:00:48  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.4015 (4.0266)  acc1: 48.0469 (40.6050)  acc5: 71.8750 (63.1363)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [100]  [1160/1251]  eta: 0:00:43  lr: 2.815e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.2750 (4.0261)  acc1: 46.8750 (40.6287)  acc5: 66.4062 (63.1473)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [100]  [1170/1251]  eta: 0:00:38  lr: 2.815e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.2750 (4.0224)  acc1: 44.9219 (40.6810)  acc5: 67.9688 (63.2075)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [100]  [1180/1251]  eta: 0:00:33  lr: 2.815e-02  img/s: 5.41e+02  pen: 5.3e-02  loss: 3.3392 (4.0229)  acc1: 47.2656 (40.6568)  acc5: 70.7031 (63.1744)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [100]  [1190/1251]  eta: 0:00:29  lr: 2.815e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.3392 (4.0185)  acc1: 47.2656 (40.7162)  acc5: 70.7031 (63.2445)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [100]  [1200/1251]  eta: 0:00:24  lr: 2.815e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.6625 (4.0201)  acc1: 42.5781 (40.7105)  acc5: 65.6250 (63.2292)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [100]  [1210/1251]  eta: 0:00:19  lr: 2.815e-02  img/s: 5.38e+02  pen: 4.7e-02  loss: 4.1162 (4.0168)  acc1: 43.3594 (40.7534)  acc5: 66.7969 (63.2780)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [100]  [1220/1251]  eta: 0:00:14  lr: 2.815e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 3.2220 (4.0156)  acc1: 45.3125 (40.7498)  acc5: 70.3125 (63.2694)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [100]  [1230/1251]  eta: 0:00:10  lr: 2.815e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 3.7726 (4.0140)  acc1: 45.7031 (40.7738)  acc5: 67.9688 (63.3012)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [100]  [1240/1251]  eta: 0:00:05  lr: 2.815e-02  img/s: 5.42e+02  pen: 5.1e-02  loss: 3.5519 (4.0115)  acc1: 46.0938 (40.8019)  acc5: 71.8750 (63.3385)  time: 0.4748  data: 0.0007  max mem: 42896
Epoch: [100]  [1250/1251]  eta: 0:00:00  lr: 2.815e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.0685 (4.0119)  acc1: 42.5781 (40.8030)  acc5: 66.0156 (63.3328)  time: 0.4753  data: 0.0006  max mem: 42896
Epoch: [100] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:12  loss: 2.2230 (2.2230)  acc1: 75.3906 (75.3906)  acc5: 92.1875 (92.1875)  time: 2.6989  data: 2.4518  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 60.010 Acc@5 83.290 Loss: 2.795
Test: EMA  [ 0/49]  eta: 0:02:18  loss: 2.2504 (2.2504)  acc1: 75.7812 (75.7812)  acc5: 92.1875 (92.1875)  time: 2.8261  data: 2.5702  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 56.978 Acc@5 80.556 Loss: 3.045
Epoch: [101]  [   0/1251]  eta: 1:22:33  lr: 2.811e-02  img/s: 4.93e+02  pen: 4.7e-02  loss: 4.7305 (4.7305)  acc1: 31.6406 (31.6406)  acc5: 52.7344 (52.7344)  time: 3.9600  data: 3.4407  max mem: 42896
Epoch: [101]  [  10/1251]  eta: 0:16:20  lr: 2.811e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.1803 (4.0427)  acc1: 42.5781 (41.8679)  acc5: 67.5781 (65.2344)  time: 0.7898  data: 0.3131  max mem: 42896
Epoch: [101]  [  20/1251]  eta: 0:13:07  lr: 2.811e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.0423 (4.0198)  acc1: 43.7500 (41.9457)  acc5: 67.5781 (64.8810)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [101]  [  30/1251]  eta: 0:11:55  lr: 2.811e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.0267 (3.9877)  acc1: 44.5312 (42.2379)  acc5: 69.1406 (65.1840)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [101]  [  40/1251]  eta: 0:11:18  lr: 2.811e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.4352 (3.8597)  acc1: 47.2656 (43.5404)  acc5: 72.2656 (66.4729)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [101]  [  50/1251]  eta: 0:10:52  lr: 2.811e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.2750 (3.8118)  acc1: 47.2656 (44.3244)  acc5: 71.4844 (67.4020)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [101]  [  60/1251]  eta: 0:10:33  lr: 2.811e-02  img/s: 5.38e+02  pen: 4.8e-02  loss: 3.9964 (3.9113)  acc1: 45.7031 (42.7574)  acc5: 67.5781 (65.4713)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [101]  [  70/1251]  eta: 0:10:18  lr: 2.811e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.6046 (3.9406)  acc1: 36.7188 (42.0335)  acc5: 56.6406 (64.8327)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [101]  [  80/1251]  eta: 0:10:06  lr: 2.811e-02  img/s: 5.39e+02  pen: 5.0e-02  loss: 4.3917 (3.9673)  acc1: 41.7969 (42.0235)  acc5: 64.0625 (64.6846)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [101]  [  90/1251]  eta: 0:09:55  lr: 2.811e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.3110 (4.0022)  acc1: 41.0156 (41.4964)  acc5: 64.0625 (64.0582)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [101]  [ 100/1251]  eta: 0:09:46  lr: 2.811e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.3110 (4.0163)  acc1: 37.5000 (41.1433)  acc5: 64.0625 (63.6796)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [101]  [ 110/1251]  eta: 0:09:37  lr: 2.811e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.2248 (4.0226)  acc1: 39.0625 (40.9910)  acc5: 60.1562 (63.7141)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [101]  [ 120/1251]  eta: 0:09:29  lr: 2.811e-02  img/s: 5.42e+02  pen: 5.1e-02  loss: 4.5543 (4.0584)  acc1: 34.3750 (40.5895)  acc5: 58.5938 (63.2587)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [101]  [ 130/1251]  eta: 0:09:22  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.5874 (4.0619)  acc1: 35.1562 (40.4938)  acc5: 58.2031 (63.1828)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [101]  [ 140/1251]  eta: 0:09:15  lr: 2.811e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 3.9330 (4.0663)  acc1: 38.6719 (40.4089)  acc5: 60.1562 (63.0014)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [101]  [ 150/1251]  eta: 0:09:08  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.1993 (4.0682)  acc1: 43.7500 (40.4750)  acc5: 65.6250 (62.9889)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [101]  [ 160/1251]  eta: 0:09:01  lr: 2.811e-02  img/s: 5.09e+02  pen: 4.0e-02  loss: 4.1993 (4.0600)  acc1: 43.3594 (40.6881)  acc5: 65.6250 (63.2157)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [101]  [ 170/1251]  eta: 0:08:55  lr: 2.811e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 3.8955 (4.0521)  acc1: 43.3594 (40.7849)  acc5: 66.0156 (63.3681)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [101]  [ 180/1251]  eta: 0:08:49  lr: 2.811e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.9172 (4.0574)  acc1: 39.4531 (40.6121)  acc5: 60.9375 (63.2122)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [101]  [ 190/1251]  eta: 0:08:43  lr: 2.811e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.1666 (4.0593)  acc1: 41.7969 (40.6045)  acc5: 64.0625 (63.2833)  time: 0.4735  data: 0.0004  max mem: 42896
Epoch: [101]  [ 200/1251]  eta: 0:08:37  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1666 (4.0570)  acc1: 41.7969 (40.7202)  acc5: 64.4531 (63.3765)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [101]  [ 210/1251]  eta: 0:08:31  lr: 2.811e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.1051 (4.0481)  acc1: 42.1875 (40.9194)  acc5: 66.4062 (63.5682)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [101]  [ 220/1251]  eta: 0:08:25  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.0025 (4.0438)  acc1: 42.1875 (41.0050)  acc5: 66.4062 (63.6401)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [101]  [ 230/1251]  eta: 0:08:20  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0417 (4.0475)  acc1: 44.1406 (40.9835)  acc5: 65.2344 (63.6228)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [101]  [ 240/1251]  eta: 0:08:14  lr: 2.811e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.0184 (4.0443)  acc1: 44.5312 (41.0497)  acc5: 67.5781 (63.6686)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [101]  [ 250/1251]  eta: 0:08:09  lr: 2.811e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.0184 (4.0440)  acc1: 45.7031 (40.9752)  acc5: 67.5781 (63.5909)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [101]  [ 260/1251]  eta: 0:08:03  lr: 2.811e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.4592 (4.0651)  acc1: 30.4688 (40.5891)  acc5: 54.2969 (63.1765)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [101]  [ 270/1251]  eta: 0:07:58  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.4167 (4.0548)  acc1: 30.4688 (40.6063)  acc5: 54.2969 (63.2164)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [101]  [ 280/1251]  eta: 0:07:53  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.8790 (4.0559)  acc1: 44.1406 (40.5902)  acc5: 64.8438 (63.1492)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [101]  [ 290/1251]  eta: 0:07:48  lr: 2.811e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.2294 (4.0544)  acc1: 41.4062 (40.6116)  acc5: 65.6250 (63.1765)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [101]  [ 300/1251]  eta: 0:07:42  lr: 2.811e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.1464 (4.0499)  acc1: 42.5781 (40.6315)  acc5: 66.0156 (63.2008)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [101]  [ 310/1251]  eta: 0:07:37  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1898 (4.0527)  acc1: 42.5781 (40.6288)  acc5: 65.6250 (63.2122)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [101]  [ 320/1251]  eta: 0:07:32  lr: 2.811e-02  img/s: 5.05e+02  pen: 4.4e-02  loss: 4.1898 (4.0527)  acc1: 43.3594 (40.6384)  acc5: 66.7969 (63.2314)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [101]  [ 330/1251]  eta: 0:07:27  lr: 2.811e-02  img/s: 5.37e+02  pen: 4.8e-02  loss: 4.0213 (4.0596)  acc1: 43.3594 (40.6026)  acc5: 67.1875 (63.1550)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [101]  [ 340/1251]  eta: 0:07:22  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7321 (4.0416)  acc1: 45.7031 (40.7796)  acc5: 67.5781 (63.3660)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [101]  [ 350/1251]  eta: 0:07:17  lr: 2.811e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 3.2114 (4.0315)  acc1: 50.0000 (40.9377)  acc5: 73.8281 (63.5138)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [101]  [ 360/1251]  eta: 0:07:11  lr: 2.811e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 3.5342 (4.0228)  acc1: 47.2656 (41.0340)  acc5: 70.3125 (63.6297)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [101]  [ 370/1251]  eta: 0:07:06  lr: 2.811e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.0814 (4.0248)  acc1: 44.5312 (41.0188)  acc5: 67.1875 (63.6066)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [101]  [ 380/1251]  eta: 0:07:01  lr: 2.811e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.1316 (4.0258)  acc1: 44.1406 (41.0372)  acc5: 65.2344 (63.5960)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [101]  [ 390/1251]  eta: 0:06:56  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.0431 (4.0244)  acc1: 44.9219 (41.0936)  acc5: 66.4062 (63.6539)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [101]  [ 400/1251]  eta: 0:06:51  lr: 2.811e-02  img/s: 5.37e+02  pen: 4.5e-02  loss: 3.8469 (4.0224)  acc1: 45.7031 (41.1627)  acc5: 66.4062 (63.6962)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [101]  [ 410/1251]  eta: 0:06:46  lr: 2.811e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.2303 (4.0271)  acc1: 41.4062 (41.0755)  acc5: 64.8438 (63.6187)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [101]  [ 420/1251]  eta: 0:06:41  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5771 (4.0314)  acc1: 35.5469 (41.0240)  acc5: 59.7656 (63.5930)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [101]  [ 430/1251]  eta: 0:06:36  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1638 (4.0269)  acc1: 37.8906 (41.0392)  acc5: 62.1094 (63.6039)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [101]  [ 440/1251]  eta: 0:06:31  lr: 2.811e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 3.6024 (4.0236)  acc1: 46.4844 (41.0626)  acc5: 68.3594 (63.6240)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [101]  [ 450/1251]  eta: 0:06:26  lr: 2.811e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.9896 (4.0224)  acc1: 44.9219 (41.0485)  acc5: 68.3594 (63.6312)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [101]  [ 460/1251]  eta: 0:06:21  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9896 (4.0223)  acc1: 42.9688 (41.0351)  acc5: 67.9688 (63.5778)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [101]  [ 470/1251]  eta: 0:06:16  lr: 2.811e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.3068 (4.0277)  acc1: 34.3750 (40.9385)  acc5: 61.3281 (63.5201)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [101]  [ 480/1251]  eta: 0:06:12  lr: 2.811e-02  img/s: 5.08e+02  pen: 4.0e-02  loss: 4.3068 (4.0286)  acc1: 34.3750 (40.9019)  acc5: 61.3281 (63.5281)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [101]  [ 490/1251]  eta: 0:06:07  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 3.8573 (4.0207)  acc1: 44.9219 (40.9751)  acc5: 69.1406 (63.6432)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [101]  [ 500/1251]  eta: 0:06:02  lr: 2.811e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 3.8535 (4.0205)  acc1: 44.9219 (40.9439)  acc5: 69.1406 (63.6399)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [101]  [ 510/1251]  eta: 0:05:57  lr: 2.811e-02  img/s: 5.38e+02  pen: 4.9e-02  loss: 3.8535 (4.0159)  acc1: 44.9219 (40.9988)  acc5: 68.7500 (63.7338)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [101]  [ 520/1251]  eta: 0:05:52  lr: 2.811e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.7443 (4.0109)  acc1: 45.7031 (41.0411)  acc5: 69.9219 (63.7851)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [101]  [ 530/1251]  eta: 0:05:47  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.4359 (4.0040)  acc1: 48.0469 (41.1628)  acc5: 70.7031 (63.8948)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [101]  [ 540/1251]  eta: 0:05:42  lr: 2.811e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 3.7676 (4.0044)  acc1: 46.0938 (41.1564)  acc5: 67.9688 (63.8719)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [101]  [ 550/1251]  eta: 0:05:37  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8900 (4.0031)  acc1: 43.3594 (41.1624)  acc5: 65.2344 (63.8718)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [101]  [ 560/1251]  eta: 0:05:32  lr: 2.811e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.4599 (3.9928)  acc1: 50.0000 (41.3248)  acc5: 71.0938 (63.9922)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [101]  [ 570/1251]  eta: 0:05:27  lr: 2.811e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.2834 (3.9956)  acc1: 50.0000 (41.2599)  acc5: 69.9219 (63.9093)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [101]  [ 580/1251]  eta: 0:05:22  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.2575 (3.9951)  acc1: 38.6719 (41.2388)  acc5: 60.9375 (63.8998)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [101]  [ 590/1251]  eta: 0:05:18  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.5535 (3.9897)  acc1: 41.7969 (41.2840)  acc5: 63.6719 (63.9482)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [101]  [ 600/1251]  eta: 0:05:13  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1802 (3.9944)  acc1: 41.7969 (41.2178)  acc5: 66.4062 (63.9059)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [101]  [ 610/1251]  eta: 0:05:08  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4165 (3.9983)  acc1: 39.0625 (41.1812)  acc5: 61.7188 (63.8413)  time: 0.4773  data: 0.0004  max mem: 42896
Epoch: [101]  [ 620/1251]  eta: 0:05:03  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.8702 (3.9935)  acc1: 42.9688 (41.2496)  acc5: 70.7031 (63.9034)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [101]  [ 630/1251]  eta: 0:04:58  lr: 2.811e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.2965 (3.9884)  acc1: 48.8281 (41.3146)  acc5: 71.8750 (63.9696)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [101]  [ 640/1251]  eta: 0:04:53  lr: 2.811e-02  img/s: 5.10e+02  pen: 4.9e-02  loss: 3.6528 (3.9894)  acc1: 45.3125 (41.2813)  acc5: 69.5312 (63.9370)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [101]  [ 650/1251]  eta: 0:04:48  lr: 2.811e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.4267 (3.9985)  acc1: 37.1094 (41.1608)  acc5: 58.5938 (63.8231)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [101]  [ 660/1251]  eta: 0:04:44  lr: 2.811e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 4.4267 (3.9976)  acc1: 35.5469 (41.1598)  acc5: 58.5938 (63.8427)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [101]  [ 670/1251]  eta: 0:04:39  lr: 2.811e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.0292 (3.9981)  acc1: 41.7969 (41.1868)  acc5: 66.4062 (63.8541)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [101]  [ 680/1251]  eta: 0:04:34  lr: 2.811e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.0115 (3.9983)  acc1: 41.0156 (41.1430)  acc5: 66.0156 (63.8296)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [101]  [ 690/1251]  eta: 0:04:29  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.5795 (4.0048)  acc1: 35.1562 (41.0558)  acc5: 57.0312 (63.7375)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [101]  [ 700/1251]  eta: 0:04:24  lr: 2.811e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.4474 (4.0044)  acc1: 35.9375 (41.0485)  acc5: 60.5469 (63.7371)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [101]  [ 710/1251]  eta: 0:04:19  lr: 2.811e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 4.0465 (4.0051)  acc1: 44.1406 (41.0447)  acc5: 68.3594 (63.7389)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [101]  [ 720/1251]  eta: 0:04:14  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.9480 (4.0029)  acc1: 44.1406 (41.0790)  acc5: 68.3594 (63.7737)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [101]  [ 730/1251]  eta: 0:04:10  lr: 2.811e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 3.7956 (4.0016)  acc1: 43.7500 (41.1054)  acc5: 69.1406 (63.8001)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [101]  [ 740/1251]  eta: 0:04:05  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 3.5053 (3.9963)  acc1: 45.3125 (41.1638)  acc5: 69.1406 (63.8543)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [101]  [ 750/1251]  eta: 0:04:00  lr: 2.811e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.2898 (3.9921)  acc1: 47.6562 (41.1774)  acc5: 70.3125 (63.8659)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [101]  [ 760/1251]  eta: 0:03:55  lr: 2.811e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.1786 (3.9841)  acc1: 47.6562 (41.2564)  acc5: 70.7031 (63.9444)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [101]  [ 770/1251]  eta: 0:03:50  lr: 2.811e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.1984 (3.9834)  acc1: 48.0469 (41.2558)  acc5: 70.7031 (63.9374)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [101]  [ 780/1251]  eta: 0:03:45  lr: 2.811e-02  img/s: 5.42e+02  pen: 5.1e-02  loss: 4.5240 (3.9911)  acc1: 37.5000 (41.1657)  acc5: 60.5469 (63.8609)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [101]  [ 790/1251]  eta: 0:03:41  lr: 2.811e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.2256 (3.9870)  acc1: 43.3594 (41.2265)  acc5: 64.8438 (63.9134)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [101]  [ 800/1251]  eta: 0:03:36  lr: 2.811e-02  img/s: 5.09e+02  pen: 4.2e-02  loss: 3.7369 (3.9860)  acc1: 47.6562 (41.2653)  acc5: 68.3594 (63.9503)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [101]  [ 810/1251]  eta: 0:03:31  lr: 2.811e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.3345 (3.9872)  acc1: 41.0156 (41.2454)  acc5: 63.6719 (63.9406)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [101]  [ 820/1251]  eta: 0:03:26  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.8389 (3.9837)  acc1: 41.0156 (41.2588)  acc5: 65.2344 (63.9654)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [101]  [ 830/1251]  eta: 0:03:21  lr: 2.811e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.7280 (3.9831)  acc1: 46.0938 (41.2685)  acc5: 69.9219 (63.9732)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [101]  [ 840/1251]  eta: 0:03:17  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.8030 (3.9820)  acc1: 45.3125 (41.2915)  acc5: 66.7969 (64.0119)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [101]  [ 850/1251]  eta: 0:03:12  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.8272 (3.9791)  acc1: 45.3125 (41.3457)  acc5: 69.5312 (64.0648)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [101]  [ 860/1251]  eta: 0:03:07  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.6322 (3.9753)  acc1: 49.2188 (41.3954)  acc5: 71.4844 (64.1210)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [101]  [ 870/1251]  eta: 0:03:02  lr: 2.811e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.7313 (3.9798)  acc1: 42.9688 (41.3161)  acc5: 64.8438 (64.0159)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [101]  [ 880/1251]  eta: 0:02:57  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.3572 (3.9806)  acc1: 38.2812 (41.2830)  acc5: 64.4531 (64.0057)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [101]  [ 890/1251]  eta: 0:02:52  lr: 2.811e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 4.1893 (3.9817)  acc1: 40.2344 (41.2730)  acc5: 66.0156 (63.9994)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [101]  [ 900/1251]  eta: 0:02:48  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3785 (3.9869)  acc1: 40.2344 (41.2346)  acc5: 62.8906 (63.9363)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [101]  [ 910/1251]  eta: 0:02:43  lr: 2.811e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3785 (3.9875)  acc1: 39.4531 (41.2330)  acc5: 62.5000 (63.9394)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [101]  [ 920/1251]  eta: 0:02:38  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.3695 (3.9921)  acc1: 36.7188 (41.1823)  acc5: 60.9375 (63.8814)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [101]  [ 930/1251]  eta: 0:02:33  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2474 (3.9898)  acc1: 43.3594 (41.2489)  acc5: 64.8438 (63.9450)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [101]  [ 940/1251]  eta: 0:02:28  lr: 2.811e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 3.4248 (3.9866)  acc1: 48.0469 (41.2788)  acc5: 70.3125 (63.9799)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [101]  [ 950/1251]  eta: 0:02:24  lr: 2.811e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.4808 (3.9859)  acc1: 47.6562 (41.2900)  acc5: 68.3594 (63.9894)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [101]  [ 960/1251]  eta: 0:02:19  lr: 2.811e-02  img/s: 4.93e+02  pen: 4.4e-02  loss: 4.1772 (3.9858)  acc1: 42.9688 (41.2701)  acc5: 65.6250 (63.9788)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [101]  [ 970/1251]  eta: 0:02:14  lr: 2.811e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.4459 (3.9874)  acc1: 38.2812 (41.2309)  acc5: 60.1562 (63.9462)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [101]  [ 980/1251]  eta: 0:02:09  lr: 2.811e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.1244 (3.9859)  acc1: 41.0156 (41.2537)  acc5: 67.5781 (63.9856)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [101]  [ 990/1251]  eta: 0:02:04  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.1272 (3.9887)  acc1: 43.3594 (41.2218)  acc5: 67.5781 (63.9439)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [101]  [1000/1251]  eta: 0:02:00  lr: 2.811e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 4.2751 (3.9894)  acc1: 42.9688 (41.2185)  acc5: 62.5000 (63.9181)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [101]  [1010/1251]  eta: 0:01:55  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1944 (3.9907)  acc1: 43.7500 (41.2115)  acc5: 65.2344 (63.9060)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [101]  [1020/1251]  eta: 0:01:50  lr: 2.811e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.8740 (3.9866)  acc1: 48.0469 (41.2731)  acc5: 69.9219 (63.9745)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [101]  [1030/1251]  eta: 0:01:45  lr: 2.811e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 3.6384 (3.9869)  acc1: 48.4375 (41.2884)  acc5: 70.7031 (63.9776)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [101]  [1040/1251]  eta: 0:01:40  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1301 (3.9887)  acc1: 43.3594 (41.2460)  acc5: 66.0156 (63.9450)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [101]  [1050/1251]  eta: 0:01:36  lr: 2.811e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.3274 (3.9888)  acc1: 40.2344 (41.2353)  acc5: 61.3281 (63.9354)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [101]  [1060/1251]  eta: 0:01:31  lr: 2.811e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 4.3749 (3.9922)  acc1: 38.6719 (41.1946)  acc5: 60.9375 (63.8917)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [101]  [1070/1251]  eta: 0:01:26  lr: 2.811e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.3749 (3.9947)  acc1: 38.6719 (41.1597)  acc5: 60.9375 (63.8612)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [101]  [1080/1251]  eta: 0:01:21  lr: 2.811e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 3.9824 (3.9937)  acc1: 41.7969 (41.1804)  acc5: 67.5781 (63.8927)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [101]  [1090/1251]  eta: 0:01:17  lr: 2.811e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 3.9192 (3.9939)  acc1: 43.3594 (41.1603)  acc5: 67.1875 (63.8681)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [101]  [1100/1251]  eta: 0:01:12  lr: 2.811e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.9192 (3.9933)  acc1: 39.4531 (41.1629)  acc5: 63.2812 (63.8713)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [101]  [1110/1251]  eta: 0:01:07  lr: 2.811e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 3.4585 (3.9906)  acc1: 47.6562 (41.1970)  acc5: 69.5312 (63.9074)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [101]  [1120/1251]  eta: 0:01:02  lr: 2.811e-02  img/s: 4.95e+02  pen: 4.5e-02  loss: 3.9029 (3.9935)  acc1: 43.7500 (41.1428)  acc5: 68.7500 (63.8590)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [101]  [1130/1251]  eta: 0:00:57  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.0586 (3.9925)  acc1: 40.6250 (41.1638)  acc5: 65.2344 (63.8767)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [101]  [1140/1251]  eta: 0:00:53  lr: 2.811e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.2113 (3.9950)  acc1: 39.4531 (41.0954)  acc5: 65.2344 (63.8167)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [101]  [1150/1251]  eta: 0:00:48  lr: 2.811e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.5901 (3.9962)  acc1: 34.3750 (41.0601)  acc5: 58.2031 (63.7764)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [101]  [1160/1251]  eta: 0:00:43  lr: 2.811e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.3787 (3.9911)  acc1: 48.4375 (41.1209)  acc5: 71.8750 (63.8388)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [101]  [1170/1251]  eta: 0:00:38  lr: 2.811e-02  img/s: 5.39e+02  pen: 4.0e-02  loss: 3.4794 (3.9880)  acc1: 49.2188 (41.1737)  acc5: 71.8750 (63.8897)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [101]  [1180/1251]  eta: 0:00:33  lr: 2.811e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 3.9141 (3.9893)  acc1: 45.3125 (41.1641)  acc5: 69.5312 (63.8806)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [101]  [1190/1251]  eta: 0:00:29  lr: 2.811e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.1441 (3.9891)  acc1: 42.5781 (41.1898)  acc5: 66.7969 (63.9051)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [101]  [1200/1251]  eta: 0:00:24  lr: 2.811e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3525 (3.9910)  acc1: 42.1875 (41.1714)  acc5: 66.7969 (63.8859)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [101]  [1210/1251]  eta: 0:00:19  lr: 2.811e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7573 (3.9868)  acc1: 46.8750 (41.2221)  acc5: 71.8750 (63.9399)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [101]  [1220/1251]  eta: 0:00:14  lr: 2.811e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.2042 (3.9913)  acc1: 40.6250 (41.1388)  acc5: 66.4062 (63.8501)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [101]  [1230/1251]  eta: 0:00:10  lr: 2.811e-02  img/s: 5.41e+02  pen: 5.3e-02  loss: 4.5298 (3.9914)  acc1: 32.8125 (41.1267)  acc5: 53.9062 (63.8359)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [101]  [1240/1251]  eta: 0:00:05  lr: 2.811e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.0789 (3.9924)  acc1: 42.9688 (41.1252)  acc5: 68.3594 (63.8409)  time: 0.4744  data: 0.0005  max mem: 42896
Epoch: [101]  [1250/1251]  eta: 0:00:00  lr: 2.811e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.7931 (3.9891)  acc1: 46.8750 (41.1689)  acc5: 71.4844 (63.8861)  time: 0.4751  data: 0.0005  max mem: 42896
Epoch: [101] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:56  loss: 2.2974 (2.2974)  acc1: 77.7344 (77.7344)  acc5: 93.3594 (93.3594)  time: 3.5923  data: 3.3461  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 59.870 Acc@5 83.338 Loss: 2.861
Test: EMA  [ 0/49]  eta: 0:02:18  loss: 2.2251 (2.2251)  acc1: 76.5625 (76.5625)  acc5: 93.3594 (93.3594)  time: 2.8185  data: 2.5698  max mem: 42896
Test: EMA Total time: 0:00:14
Test: EMA Acc@1 57.410 Acc@5 80.878 Loss: 3.003
Epoch: [102]  [   0/1251]  eta: 1:13:14  lr: 2.808e-02  img/s: 4.88e+02  pen: 4.1e-02  loss: 4.2673 (4.2673)  acc1: 45.3125 (45.3125)  acc5: 64.4531 (64.4531)  time: 3.5128  data: 2.9879  max mem: 42896
Epoch: [102]  [  10/1251]  eta: 0:16:17  lr: 2.808e-02  img/s: 5.42e+02  pen: 5.3e-02  loss: 4.2673 (4.0823)  acc1: 41.7969 (38.2102)  acc5: 64.4531 (60.3338)  time: 0.7877  data: 0.3106  max mem: 42896
Epoch: [102]  [  20/1251]  eta: 0:13:05  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.1644 (3.7049)  acc1: 46.8750 (43.1362)  acc5: 69.9219 (66.2760)  time: 0.4944  data: 0.0216  max mem: 42896
Epoch: [102]  [  30/1251]  eta: 0:11:54  lr: 2.808e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 3.1644 (3.8087)  acc1: 47.6562 (41.3684)  acc5: 71.0938 (64.7051)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [102]  [  40/1251]  eta: 0:11:16  lr: 2.808e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.3522 (3.9025)  acc1: 38.6719 (40.6917)  acc5: 64.0625 (64.1006)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [102]  [  50/1251]  eta: 0:10:51  lr: 2.808e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.2183 (3.8927)  acc1: 41.0156 (40.6020)  acc5: 65.2344 (63.8327)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [102]  [  60/1251]  eta: 0:10:32  lr: 2.808e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.7162 (3.8671)  acc1: 42.9688 (41.4255)  acc5: 67.5781 (64.7221)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [102]  [  70/1251]  eta: 0:10:18  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.7162 (3.8707)  acc1: 42.9688 (41.5988)  acc5: 68.3594 (64.7557)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [102]  [  80/1251]  eta: 0:10:05  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3780 (3.8976)  acc1: 41.7969 (41.1217)  acc5: 62.1094 (64.3181)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [102]  [  90/1251]  eta: 0:09:55  lr: 2.808e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.5210 (3.9147)  acc1: 34.3750 (40.9126)  acc5: 57.0312 (63.7792)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [102]  [ 100/1251]  eta: 0:09:45  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.9917 (3.9075)  acc1: 44.5312 (41.3637)  acc5: 67.5781 (64.3526)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [102]  [ 110/1251]  eta: 0:09:37  lr: 2.808e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.9917 (3.9218)  acc1: 44.5312 (41.3359)  acc5: 67.5781 (64.3616)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [102]  [ 120/1251]  eta: 0:09:29  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.8949 (3.9056)  acc1: 44.5312 (41.5483)  acc5: 69.5312 (64.4854)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [102]  [ 130/1251]  eta: 0:09:21  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7057 (3.9087)  acc1: 46.8750 (41.6269)  acc5: 71.4844 (64.6141)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [102]  [ 140/1251]  eta: 0:09:14  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 3.7538 (3.9009)  acc1: 44.9219 (41.8828)  acc5: 69.9219 (64.7967)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [102]  [ 150/1251]  eta: 0:09:07  lr: 2.808e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.9062 (3.9154)  acc1: 44.5312 (41.7193)  acc5: 69.5312 (64.6575)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [102]  [ 160/1251]  eta: 0:09:01  lr: 2.808e-02  img/s: 5.10e+02  pen: 4.5e-02  loss: 3.7860 (3.8953)  acc1: 44.5312 (42.0298)  acc5: 69.5312 (64.9359)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [102]  [ 170/1251]  eta: 0:08:55  lr: 2.808e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.1899 (3.8701)  acc1: 49.2188 (42.3246)  acc5: 71.4844 (65.2184)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [102]  [ 180/1251]  eta: 0:08:48  lr: 2.808e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.1899 (3.8664)  acc1: 48.8281 (42.3278)  acc5: 72.2656 (65.1416)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [102]  [ 190/1251]  eta: 0:08:42  lr: 2.808e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.4626 (3.8639)  acc1: 46.4844 (42.3143)  acc5: 70.3125 (65.1219)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [102]  [ 200/1251]  eta: 0:08:37  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.8545 (3.8813)  acc1: 44.1406 (42.0534)  acc5: 66.7969 (64.8282)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [102]  [ 210/1251]  eta: 0:08:31  lr: 2.808e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4506 (3.8827)  acc1: 41.7969 (42.1227)  acc5: 61.7188 (64.9030)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [102]  [ 220/1251]  eta: 0:08:25  lr: 2.808e-02  img/s: 5.37e+02  pen: 4.5e-02  loss: 3.7098 (3.8813)  acc1: 46.8750 (42.1928)  acc5: 67.1875 (64.9657)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [102]  [ 230/1251]  eta: 0:08:20  lr: 2.808e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.4664 (3.8761)  acc1: 46.8750 (42.1858)  acc5: 67.1875 (64.9756)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [102]  [ 240/1251]  eta: 0:08:14  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.3128 (3.8954)  acc1: 40.6250 (42.0416)  acc5: 62.5000 (64.7951)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [102]  [ 250/1251]  eta: 0:08:08  lr: 2.808e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.0696 (3.8869)  acc1: 43.3594 (42.1828)  acc5: 67.9688 (64.9216)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [102]  [ 260/1251]  eta: 0:08:03  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.5460 (3.8874)  acc1: 48.0469 (42.2384)  acc5: 71.0938 (64.9395)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [102]  [ 270/1251]  eta: 0:07:58  lr: 2.808e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.5142 (3.8825)  acc1: 45.7031 (42.3778)  acc5: 69.9219 (65.0744)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [102]  [ 280/1251]  eta: 0:07:52  lr: 2.808e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.4054 (3.8722)  acc1: 47.2656 (42.4419)  acc5: 71.4844 (65.1941)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [102]  [ 290/1251]  eta: 0:07:47  lr: 2.808e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.3194 (3.8784)  acc1: 46.0938 (42.3821)  acc5: 69.9219 (65.1230)  time: 0.4757  data: 0.0005  max mem: 42896
Epoch: [102]  [ 300/1251]  eta: 0:07:42  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.4718 (3.8740)  acc1: 46.0938 (42.4354)  acc5: 67.1875 (65.1760)  time: 0.4755  data: 0.0005  max mem: 42896
Epoch: [102]  [ 310/1251]  eta: 0:07:37  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.0046 (3.8828)  acc1: 45.7031 (42.3571)  acc5: 67.1875 (65.1527)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [102]  [ 320/1251]  eta: 0:07:32  lr: 2.808e-02  img/s: 4.96e+02  pen: 4.6e-02  loss: 4.4564 (3.9020)  acc1: 35.9375 (42.0403)  acc5: 61.3281 (64.7926)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [102]  [ 330/1251]  eta: 0:07:26  lr: 2.808e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.2619 (3.8994)  acc1: 38.6719 (42.1356)  acc5: 59.3750 (64.8213)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [102]  [ 340/1251]  eta: 0:07:21  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0483 (3.9026)  acc1: 44.5312 (42.1806)  acc5: 67.9688 (64.8850)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [102]  [ 350/1251]  eta: 0:07:16  lr: 2.808e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.0483 (3.9039)  acc1: 44.1406 (42.1608)  acc5: 68.3594 (64.8582)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [102]  [ 360/1251]  eta: 0:07:11  lr: 2.808e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.0330 (3.9049)  acc1: 44.1406 (42.1637)  acc5: 67.9688 (64.8816)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [102]  [ 370/1251]  eta: 0:07:06  lr: 2.808e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.0530 (3.9017)  acc1: 47.2656 (42.2012)  acc5: 67.9688 (64.9375)  time: 0.4771  data: 0.0003  max mem: 42896
Epoch: [102]  [ 380/1251]  eta: 0:07:01  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.3674 (3.8913)  acc1: 48.4375 (42.3710)  acc5: 72.6562 (65.1226)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [102]  [ 390/1251]  eta: 0:06:56  lr: 2.808e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 3.3057 (3.8866)  acc1: 47.2656 (42.4313)  acc5: 71.8750 (65.1774)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [102]  [ 400/1251]  eta: 0:06:51  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.6637 (3.8877)  acc1: 44.5312 (42.4661)  acc5: 66.0156 (65.1925)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [102]  [ 410/1251]  eta: 0:06:46  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.1464 (3.8952)  acc1: 41.4062 (42.3567)  acc5: 65.2344 (65.0585)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [102]  [ 420/1251]  eta: 0:06:41  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.3652 (3.9037)  acc1: 37.5000 (42.2051)  acc5: 59.3750 (64.9059)  time: 0.4783  data: 0.0004  max mem: 42896
Epoch: [102]  [ 430/1251]  eta: 0:06:36  lr: 2.808e-02  img/s: 5.41e+02  pen: 5.1e-02  loss: 4.3652 (3.9020)  acc1: 38.2812 (42.2074)  acc5: 59.3750 (64.9081)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [102]  [ 440/1251]  eta: 0:06:31  lr: 2.808e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.5701 (3.8986)  acc1: 46.0938 (42.2805)  acc5: 69.9219 (65.0023)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [102]  [ 450/1251]  eta: 0:06:26  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0711 (3.9039)  acc1: 43.3594 (42.2377)  acc5: 68.7500 (64.9286)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [102]  [ 460/1251]  eta: 0:06:21  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.0778 (3.9050)  acc1: 43.3594 (42.2756)  acc5: 66.7969 (64.9666)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [102]  [ 470/1251]  eta: 0:06:16  lr: 2.808e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.3549 (3.9156)  acc1: 39.8438 (42.2174)  acc5: 62.5000 (64.8860)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [102]  [ 480/1251]  eta: 0:06:11  lr: 2.808e-02  img/s: 5.09e+02  pen: 4.4e-02  loss: 4.3549 (3.9135)  acc1: 40.2344 (42.2297)  acc5: 62.8906 (64.9047)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [102]  [ 490/1251]  eta: 0:06:06  lr: 2.808e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.2751 (3.9193)  acc1: 41.4062 (42.1883)  acc5: 63.2812 (64.8215)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [102]  [ 500/1251]  eta: 0:06:02  lr: 2.808e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.3811 (3.9218)  acc1: 38.2812 (42.1493)  acc5: 60.9375 (64.7673)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [102]  [ 510/1251]  eta: 0:05:57  lr: 2.808e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.3087 (3.9111)  acc1: 50.0000 (42.3106)  acc5: 71.8750 (64.9355)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [102]  [ 520/1251]  eta: 0:05:52  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.3083 (3.9105)  acc1: 50.0000 (42.2910)  acc5: 71.4844 (64.9225)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [102]  [ 530/1251]  eta: 0:05:47  lr: 2.808e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.9114 (3.9104)  acc1: 45.3125 (42.2809)  acc5: 68.3594 (64.9151)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [102]  [ 540/1251]  eta: 0:05:42  lr: 2.808e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.1816 (3.9164)  acc1: 42.9688 (42.1550)  acc5: 66.4062 (64.7723)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [102]  [ 550/1251]  eta: 0:05:37  lr: 2.808e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.1685 (3.9179)  acc1: 41.0156 (42.1506)  acc5: 62.8906 (64.7594)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [102]  [ 560/1251]  eta: 0:05:32  lr: 2.808e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.1685 (3.9235)  acc1: 41.0156 (42.0949)  acc5: 63.2812 (64.7282)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [102]  [ 570/1251]  eta: 0:05:27  lr: 2.808e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.2083 (3.9251)  acc1: 40.2344 (42.1061)  acc5: 64.4531 (64.6987)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [102]  [ 580/1251]  eta: 0:05:22  lr: 2.808e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.9447 (3.9261)  acc1: 46.0938 (42.0766)  acc5: 68.3594 (64.6595)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [102]  [ 590/1251]  eta: 0:05:17  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2147 (3.9325)  acc1: 43.3594 (42.0428)  acc5: 65.2344 (64.6223)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [102]  [ 600/1251]  eta: 0:05:13  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.8446 (3.9224)  acc1: 44.9219 (42.1901)  acc5: 68.7500 (64.7742)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [102]  [ 610/1251]  eta: 0:05:08  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.5757 (3.9281)  acc1: 45.7031 (42.0974)  acc5: 69.1406 (64.6986)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [102]  [ 620/1251]  eta: 0:05:03  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.5451 (3.9316)  acc1: 36.7188 (42.0793)  acc5: 60.9375 (64.6783)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [102]  [ 630/1251]  eta: 0:04:58  lr: 2.808e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.8144 (3.9328)  acc1: 44.1406 (42.0625)  acc5: 62.5000 (64.6388)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [102]  [ 640/1251]  eta: 0:04:53  lr: 2.808e-02  img/s: 5.10e+02  pen: 4.6e-02  loss: 4.5381 (3.9383)  acc1: 35.1562 (41.9706)  acc5: 59.3750 (64.5104)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [102]  [ 650/1251]  eta: 0:04:48  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1565 (3.9360)  acc1: 41.0156 (42.0063)  acc5: 62.8906 (64.5329)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [102]  [ 660/1251]  eta: 0:04:43  lr: 2.808e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.6700 (3.9368)  acc1: 41.7969 (41.9854)  acc5: 65.2344 (64.4945)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [102]  [ 670/1251]  eta: 0:04:39  lr: 2.808e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.5897 (3.9349)  acc1: 42.5781 (41.9657)  acc5: 68.3594 (64.4904)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [102]  [ 680/1251]  eta: 0:04:34  lr: 2.808e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 3.8182 (3.9356)  acc1: 44.5312 (41.9770)  acc5: 67.9688 (64.5065)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [102]  [ 690/1251]  eta: 0:04:29  lr: 2.808e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 3.9081 (3.9343)  acc1: 44.5312 (41.9970)  acc5: 67.9688 (64.5396)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [102]  [ 700/1251]  eta: 0:04:24  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.6589 (3.9294)  acc1: 46.0938 (42.0515)  acc5: 69.9219 (64.6186)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [102]  [ 710/1251]  eta: 0:04:19  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.2743 (3.9255)  acc1: 48.0469 (42.0848)  acc5: 70.3125 (64.6597)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [102]  [ 720/1251]  eta: 0:04:14  lr: 2.808e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 3.4872 (3.9273)  acc1: 43.3594 (42.0623)  acc5: 65.6250 (64.6335)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [102]  [ 730/1251]  eta: 0:04:10  lr: 2.808e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 4.4714 (3.9295)  acc1: 36.3281 (42.0267)  acc5: 59.7656 (64.5803)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [102]  [ 740/1251]  eta: 0:04:05  lr: 2.808e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.3863 (3.9299)  acc1: 37.1094 (42.0014)  acc5: 59.3750 (64.5443)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [102]  [ 750/1251]  eta: 0:04:00  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.7784 (3.9276)  acc1: 44.9219 (42.0580)  acc5: 67.9688 (64.5894)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [102]  [ 760/1251]  eta: 0:03:55  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.8800 (3.9293)  acc1: 44.9219 (42.0381)  acc5: 67.5781 (64.5840)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [102]  [ 770/1251]  eta: 0:03:50  lr: 2.808e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.3757 (3.9351)  acc1: 39.4531 (41.9757)  acc5: 61.7188 (64.5099)  time: 0.4872  data: 0.0004  max mem: 42896
Epoch: [102]  [ 780/1251]  eta: 0:03:46  lr: 2.808e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.1372 (3.9328)  acc1: 41.7969 (42.0059)  acc5: 65.6250 (64.5407)  time: 0.4866  data: 0.0003  max mem: 42896
Epoch: [102]  [ 790/1251]  eta: 0:03:41  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0747 (3.9358)  acc1: 42.5781 (41.9653)  acc5: 66.4062 (64.5094)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [102]  [ 800/1251]  eta: 0:03:36  lr: 2.808e-02  img/s: 4.92e+02  pen: 4.4e-02  loss: 4.2250 (3.9371)  acc1: 42.1875 (41.9212)  acc5: 66.4062 (64.4629)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [102]  [ 810/1251]  eta: 0:03:31  lr: 2.808e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.2437 (3.9392)  acc1: 41.4062 (41.8942)  acc5: 64.8438 (64.4315)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [102]  [ 820/1251]  eta: 0:03:26  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.3193 (3.9436)  acc1: 39.4531 (41.8416)  acc5: 61.3281 (64.3841)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [102]  [ 830/1251]  eta: 0:03:21  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9386 (3.9377)  acc1: 44.9219 (41.8956)  acc5: 70.3125 (64.4616)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [102]  [ 840/1251]  eta: 0:03:17  lr: 2.808e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.1685 (3.9444)  acc1: 42.1875 (41.8103)  acc5: 64.0625 (64.3681)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [102]  [ 850/1251]  eta: 0:03:12  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.4343 (3.9422)  acc1: 37.8906 (41.8226)  acc5: 62.1094 (64.3746)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [102]  [ 860/1251]  eta: 0:03:07  lr: 2.808e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.2036 (3.9454)  acc1: 41.7969 (41.7987)  acc5: 62.1094 (64.3488)  time: 0.4816  data: 0.0004  max mem: 42896
Epoch: [102]  [ 870/1251]  eta: 0:03:02  lr: 2.808e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 4.3180 (3.9472)  acc1: 41.7969 (41.7928)  acc5: 62.1094 (64.3383)  time: 0.4833  data: 0.0004  max mem: 42896
Epoch: [102]  [ 880/1251]  eta: 0:02:57  lr: 2.808e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.9439 (3.9443)  acc1: 46.8750 (41.8567)  acc5: 69.1406 (64.4110)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [102]  [ 890/1251]  eta: 0:02:53  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.2209 (3.9482)  acc1: 41.7969 (41.7736)  acc5: 63.6719 (64.3163)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [102]  [ 900/1251]  eta: 0:02:48  lr: 2.808e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.1606 (3.9460)  acc1: 39.0625 (41.8064)  acc5: 63.6719 (64.3590)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [102]  [ 910/1251]  eta: 0:02:43  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.6369 (3.9450)  acc1: 45.7031 (41.8346)  acc5: 70.7031 (64.3781)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [102]  [ 920/1251]  eta: 0:02:38  lr: 2.808e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.1721 (3.9473)  acc1: 41.4062 (41.7871)  acc5: 60.9375 (64.3348)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [102]  [ 930/1251]  eta: 0:02:33  lr: 2.808e-02  img/s: 5.36e+02  pen: 4.6e-02  loss: 4.1471 (3.9465)  acc1: 42.1875 (41.8078)  acc5: 64.8438 (64.3461)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [102]  [ 940/1251]  eta: 0:02:29  lr: 2.808e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.0068 (3.9453)  acc1: 43.7500 (41.7869)  acc5: 67.9688 (64.3369)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [102]  [ 950/1251]  eta: 0:02:24  lr: 2.808e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.4256 (3.9440)  acc1: 44.5312 (41.8080)  acc5: 68.3594 (64.3595)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [102]  [ 960/1251]  eta: 0:02:19  lr: 2.808e-02  img/s: 5.11e+02  pen: 4.3e-02  loss: 3.9384 (3.9480)  acc1: 42.5781 (41.7526)  acc5: 67.1875 (64.3080)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [102]  [ 970/1251]  eta: 0:02:14  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1767 (3.9484)  acc1: 40.2344 (41.7627)  acc5: 65.6250 (64.3220)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [102]  [ 980/1251]  eta: 0:02:09  lr: 2.808e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 3.5943 (3.9478)  acc1: 42.5781 (41.7817)  acc5: 67.1875 (64.3373)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [102]  [ 990/1251]  eta: 0:02:05  lr: 2.808e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.5460 (3.9467)  acc1: 47.6562 (41.7957)  acc5: 69.1406 (64.3577)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [102]  [1000/1251]  eta: 0:02:00  lr: 2.808e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.8792 (3.9476)  acc1: 44.5312 (41.7887)  acc5: 67.9688 (64.3442)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [102]  [1010/1251]  eta: 0:01:55  lr: 2.808e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.5395 (3.9502)  acc1: 37.1094 (41.7656)  acc5: 60.5469 (64.3148)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [102]  [1020/1251]  eta: 0:01:50  lr: 2.808e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.0179 (3.9498)  acc1: 42.9688 (41.7586)  acc5: 63.2812 (64.3169)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [102]  [1030/1251]  eta: 0:01:45  lr: 2.808e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.9130 (3.9533)  acc1: 42.9688 (41.7109)  acc5: 63.2812 (64.2758)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [102]  [1040/1251]  eta: 0:01:41  lr: 2.808e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.3371 (3.9547)  acc1: 38.6719 (41.6933)  acc5: 64.0625 (64.2659)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [102]  [1050/1251]  eta: 0:01:36  lr: 2.808e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.3371 (3.9570)  acc1: 40.2344 (41.6753)  acc5: 64.0625 (64.2457)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [102]  [1060/1251]  eta: 0:01:31  lr: 2.808e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.4373 (3.9584)  acc1: 37.1094 (41.6651)  acc5: 58.2031 (64.2352)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [102]  [1070/1251]  eta: 0:01:26  lr: 2.808e-02  img/s: 5.37e+02  pen: 4.4e-02  loss: 3.6011 (3.9547)  acc1: 46.8750 (41.7177)  acc5: 70.7031 (64.2766)  time: 0.4756  data: 0.0007  max mem: 42896
Epoch: [102]  [1080/1251]  eta: 0:01:21  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.2320 (3.9512)  acc1: 48.4375 (41.7644)  acc5: 71.4844 (64.3270)  time: 0.4746  data: 0.0007  max mem: 42896
Epoch: [102]  [1090/1251]  eta: 0:01:17  lr: 2.808e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.8520 (3.9529)  acc1: 44.5312 (41.7561)  acc5: 66.4062 (64.3128)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [102]  [1100/1251]  eta: 0:01:12  lr: 2.808e-02  img/s: 5.43e+02  pen: 3.9e-02  loss: 4.5237 (3.9576)  acc1: 36.7188 (41.6819)  acc5: 60.5469 (64.2385)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [102]  [1110/1251]  eta: 0:01:07  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.3627 (3.9568)  acc1: 36.7188 (41.6879)  acc5: 60.5469 (64.2443)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [102]  [1120/1251]  eta: 0:01:02  lr: 2.808e-02  img/s: 5.08e+02  pen: 4.5e-02  loss: 3.3328 (3.9539)  acc1: 47.6562 (41.7017)  acc5: 69.9219 (64.2625)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [102]  [1130/1251]  eta: 0:00:57  lr: 2.808e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.8641 (3.9534)  acc1: 46.0938 (41.7195)  acc5: 68.3594 (64.2887)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [102]  [1140/1251]  eta: 0:00:53  lr: 2.808e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.1002 (3.9538)  acc1: 43.7500 (41.7260)  acc5: 66.4062 (64.3008)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [102]  [1150/1251]  eta: 0:00:48  lr: 2.808e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.5812 (3.9513)  acc1: 46.4844 (41.7660)  acc5: 69.5312 (64.3309)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [102]  [1160/1251]  eta: 0:00:43  lr: 2.808e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.8443 (3.9541)  acc1: 44.9219 (41.7377)  acc5: 66.0156 (64.2906)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [102]  [1170/1251]  eta: 0:00:38  lr: 2.808e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.2703 (3.9528)  acc1: 41.0156 (41.7435)  acc5: 62.8906 (64.2873)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [102]  [1180/1251]  eta: 0:00:33  lr: 2.808e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.1142 (3.9543)  acc1: 41.0156 (41.7258)  acc5: 67.1875 (64.2689)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [102]  [1190/1251]  eta: 0:00:29  lr: 2.808e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.5688 (3.9509)  acc1: 41.7969 (41.7637)  acc5: 67.5781 (64.3183)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [102]  [1200/1251]  eta: 0:00:24  lr: 2.808e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 3.4192 (3.9505)  acc1: 45.3125 (41.7608)  acc5: 67.9688 (64.3074)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [102]  [1210/1251]  eta: 0:00:19  lr: 2.808e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.8844 (3.9520)  acc1: 45.3125 (41.7378)  acc5: 69.5312 (64.2944)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [102]  [1220/1251]  eta: 0:00:14  lr: 2.808e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.5604 (3.9562)  acc1: 33.9844 (41.6606)  acc5: 56.2500 (64.2202)  time: 0.4754  data: 0.0002  max mem: 42896
Epoch: [102]  [1230/1251]  eta: 0:00:10  lr: 2.808e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.2910 (3.9555)  acc1: 40.2344 (41.6649)  acc5: 64.8438 (64.2342)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [102]  [1240/1251]  eta: 0:00:05  lr: 2.808e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.8454 (3.9555)  acc1: 44.5312 (41.6411)  acc5: 69.1406 (64.2227)  time: 0.4736  data: 0.0005  max mem: 42896
Epoch: [102]  [1250/1251]  eta: 0:00:00  lr: 2.808e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.8942 (3.9564)  acc1: 32.4219 (41.6114)  acc5: 57.8125 (64.1924)  time: 0.4746  data: 0.0005  max mem: 42896
Epoch: [102] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:23  loss: 2.3578 (2.3578)  acc1: 73.4375 (73.4375)  acc5: 96.0938 (96.0938)  time: 2.9244  data: 2.6758  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 57.650 Acc@5 81.530 Loss: 2.937
Test: EMA  [ 0/49]  eta: 0:02:13  loss: 2.2037 (2.2037)  acc1: 77.3438 (77.3438)  acc5: 94.1406 (94.1406)  time: 2.7200  data: 2.4719  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 57.792 Acc@5 81.172 Loss: 2.971
Epoch: [103]  [   0/1251]  eta: 1:20:39  lr: 2.804e-02  img/s: 5.13e+02  pen: 3.9e-02  loss: 4.2273 (4.2273)  acc1: 44.5312 (44.5312)  acc5: 68.3594 (68.3594)  time: 3.8687  data: 3.3693  max mem: 42896
Epoch: [103]  [  10/1251]  eta: 0:16:10  lr: 2.804e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.0872 (4.0795)  acc1: 44.5312 (38.8849)  acc5: 66.7969 (61.0795)  time: 0.7817  data: 0.3066  max mem: 42896
Epoch: [103]  [  20/1251]  eta: 0:13:01  lr: 2.804e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.0714 (4.0195)  acc1: 44.5312 (40.2902)  acc5: 66.4062 (62.2768)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [103]  [  30/1251]  eta: 0:11:51  lr: 2.804e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.7613 (3.9946)  acc1: 44.5312 (41.1668)  acc5: 69.5312 (63.6341)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [103]  [  40/1251]  eta: 0:11:14  lr: 2.804e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.1578 (4.0587)  acc1: 39.8438 (40.6059)  acc5: 62.8906 (63.0716)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [103]  [  50/1251]  eta: 0:10:49  lr: 2.804e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.5547 (4.1015)  acc1: 31.2500 (39.4761)  acc5: 54.2969 (62.0251)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [103]  [  60/1251]  eta: 0:10:30  lr: 2.804e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.3365 (4.0978)  acc1: 36.3281 (39.8438)  acc5: 58.9844 (62.2374)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [103]  [  70/1251]  eta: 0:10:16  lr: 2.804e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 3.8550 (4.0365)  acc1: 43.3594 (40.7515)  acc5: 68.3594 (63.3308)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [103]  [  80/1251]  eta: 0:10:04  lr: 2.804e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 3.4995 (4.0162)  acc1: 43.3594 (40.9481)  acc5: 68.3594 (63.5272)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [103]  [  90/1251]  eta: 0:09:53  lr: 2.804e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.1054 (4.0134)  acc1: 42.9688 (41.0199)  acc5: 67.5781 (63.6418)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [103]  [ 100/1251]  eta: 0:09:44  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.9447 (4.0023)  acc1: 45.7031 (41.3830)  acc5: 66.7969 (63.9542)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [103]  [ 110/1251]  eta: 0:09:36  lr: 2.804e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.9447 (4.0024)  acc1: 45.7031 (41.4274)  acc5: 66.7969 (63.9428)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [103]  [ 120/1251]  eta: 0:09:28  lr: 2.804e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.6984 (3.9848)  acc1: 46.0938 (41.7065)  acc5: 69.1406 (64.2562)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [103]  [ 130/1251]  eta: 0:09:21  lr: 2.804e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.6984 (3.9791)  acc1: 46.0938 (41.8207)  acc5: 70.3125 (64.3786)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [103]  [ 140/1251]  eta: 0:09:14  lr: 2.804e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.0766 (3.9823)  acc1: 44.5312 (41.6694)  acc5: 67.5781 (64.2287)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [103]  [ 150/1251]  eta: 0:09:07  lr: 2.804e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 3.4970 (3.9572)  acc1: 46.4844 (41.8564)  acc5: 70.7031 (64.4324)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [103]  [ 160/1251]  eta: 0:09:00  lr: 2.804e-02  img/s: 5.09e+02  pen: 5.0e-02  loss: 3.2257 (3.9362)  acc1: 47.6562 (42.0638)  acc5: 70.7031 (64.6666)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [103]  [ 170/1251]  eta: 0:08:54  lr: 2.804e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.6678 (3.9490)  acc1: 44.1406 (42.0207)  acc5: 67.9688 (64.5308)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [103]  [ 180/1251]  eta: 0:08:48  lr: 2.804e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.6678 (3.9413)  acc1: 44.9219 (42.0321)  acc5: 69.5312 (64.5546)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [103]  [ 190/1251]  eta: 0:08:42  lr: 2.804e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 3.4492 (3.9290)  acc1: 49.2188 (42.1977)  acc5: 71.8750 (64.7333)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [103]  [ 200/1251]  eta: 0:08:36  lr: 2.804e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.3350 (3.9178)  acc1: 49.2188 (42.2439)  acc5: 71.4844 (64.8146)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [103]  [ 210/1251]  eta: 0:08:30  lr: 2.804e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.6857 (3.9249)  acc1: 42.9688 (42.0561)  acc5: 66.0156 (64.6068)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [103]  [ 220/1251]  eta: 0:08:25  lr: 2.804e-02  img/s: 5.38e+02  pen: 4.9e-02  loss: 4.6107 (3.9534)  acc1: 33.9844 (41.5724)  acc5: 55.4688 (64.0148)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [103]  [ 230/1251]  eta: 0:08:19  lr: 2.804e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.5840 (3.9537)  acc1: 31.6406 (41.5601)  acc5: 56.2500 (63.9966)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [103]  [ 240/1251]  eta: 0:08:14  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.2191 (3.9551)  acc1: 41.7969 (41.5278)  acc5: 64.8438 (63.9863)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [103]  [ 250/1251]  eta: 0:08:08  lr: 2.804e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.2068 (3.9514)  acc1: 43.7500 (41.5790)  acc5: 66.7969 (64.0703)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [103]  [ 260/1251]  eta: 0:08:03  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.0992 (3.9500)  acc1: 46.0938 (41.6652)  acc5: 66.0156 (64.1718)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [103]  [ 270/1251]  eta: 0:07:58  lr: 2.804e-02  img/s: 5.40e+02  pen: 5.2e-02  loss: 4.1331 (3.9502)  acc1: 44.1406 (41.6989)  acc5: 65.2344 (64.2052)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [103]  [ 280/1251]  eta: 0:07:52  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1331 (3.9468)  acc1: 42.9688 (41.7663)  acc5: 64.8438 (64.2807)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [103]  [ 290/1251]  eta: 0:07:47  lr: 2.804e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.8662 (3.9445)  acc1: 48.4375 (41.8519)  acc5: 69.9219 (64.3592)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [103]  [ 300/1251]  eta: 0:07:42  lr: 2.804e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 3.6334 (3.9356)  acc1: 48.0469 (42.0110)  acc5: 70.3125 (64.5401)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [103]  [ 310/1251]  eta: 0:07:37  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.6334 (3.9301)  acc1: 47.2656 (42.0204)  acc5: 70.7031 (64.5549)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [103]  [ 320/1251]  eta: 0:07:32  lr: 2.804e-02  img/s: 4.99e+02  pen: 4.0e-02  loss: 4.3041 (3.9426)  acc1: 39.4531 (41.7847)  acc5: 62.5000 (64.2864)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [103]  [ 330/1251]  eta: 0:07:27  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.3757 (3.9443)  acc1: 37.5000 (41.7969)  acc5: 61.3281 (64.2584)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [103]  [ 340/1251]  eta: 0:07:21  lr: 2.804e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 3.9731 (3.9507)  acc1: 38.2812 (41.7110)  acc5: 62.8906 (64.1461)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [103]  [ 350/1251]  eta: 0:07:16  lr: 2.804e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.9731 (3.9477)  acc1: 44.5312 (41.6900)  acc5: 66.4062 (64.1337)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [103]  [ 360/1251]  eta: 0:07:11  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.5692 (3.9466)  acc1: 45.3125 (41.6108)  acc5: 69.9219 (64.0993)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [103]  [ 370/1251]  eta: 0:07:06  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.0726 (3.9556)  acc1: 43.7500 (41.5621)  acc5: 66.7969 (64.0614)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [103]  [ 380/1251]  eta: 0:07:01  lr: 2.804e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.4628 (3.9594)  acc1: 39.4531 (41.4954)  acc5: 62.8906 (64.0092)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [103]  [ 390/1251]  eta: 0:06:56  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.4628 (3.9689)  acc1: 35.1562 (41.3403)  acc5: 63.2812 (63.8787)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [103]  [ 400/1251]  eta: 0:06:51  lr: 2.804e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.1538 (3.9675)  acc1: 42.5781 (41.4179)  acc5: 64.4531 (63.9320)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [103]  [ 410/1251]  eta: 0:06:46  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 3.5745 (3.9647)  acc1: 45.3125 (41.4357)  acc5: 67.1875 (63.9589)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [103]  [ 420/1251]  eta: 0:06:41  lr: 2.804e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.0675 (3.9704)  acc1: 35.9375 (41.3849)  acc5: 60.5469 (63.8955)  time: 0.4776  data: 0.0004  max mem: 42896
Epoch: [103]  [ 430/1251]  eta: 0:06:36  lr: 2.804e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.0675 (3.9655)  acc1: 39.8438 (41.4081)  acc5: 67.9688 (63.9411)  time: 0.4776  data: 0.0004  max mem: 42896
Epoch: [103]  [ 440/1251]  eta: 0:06:31  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.9680 (3.9730)  acc1: 44.1406 (41.3380)  acc5: 68.7500 (63.8499)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [103]  [ 450/1251]  eta: 0:06:26  lr: 2.804e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 3.9680 (3.9671)  acc1: 44.5312 (41.4322)  acc5: 66.7969 (63.9586)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [103]  [ 460/1251]  eta: 0:06:21  lr: 2.804e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.8126 (3.9653)  acc1: 44.9219 (41.4240)  acc5: 69.9219 (63.9608)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [103]  [ 470/1251]  eta: 0:06:16  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.8126 (3.9608)  acc1: 46.0938 (41.4519)  acc5: 70.3125 (64.0044)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [103]  [ 480/1251]  eta: 0:06:11  lr: 2.804e-02  img/s: 5.07e+02  pen: 4.4e-02  loss: 3.9016 (3.9638)  acc1: 46.0938 (41.3884)  acc5: 68.3594 (63.9391)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [103]  [ 490/1251]  eta: 0:06:07  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1971 (3.9692)  acc1: 39.0625 (41.3450)  acc5: 63.6719 (63.8930)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [103]  [ 500/1251]  eta: 0:06:02  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.5086 (3.9724)  acc1: 36.3281 (41.2909)  acc5: 58.5938 (63.8169)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [103]  [ 510/1251]  eta: 0:05:57  lr: 2.804e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.6998 (3.9630)  acc1: 46.4844 (41.4032)  acc5: 70.3125 (63.9425)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [103]  [ 520/1251]  eta: 0:05:52  lr: 2.804e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 3.6998 (3.9689)  acc1: 45.7031 (41.3125)  acc5: 67.5781 (63.8361)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [103]  [ 530/1251]  eta: 0:05:47  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4168 (3.9720)  acc1: 38.2812 (41.2753)  acc5: 62.1094 (63.8006)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [103]  [ 540/1251]  eta: 0:05:42  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.3735 (3.9781)  acc1: 38.2812 (41.1593)  acc5: 63.2812 (63.6928)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [103]  [ 550/1251]  eta: 0:05:37  lr: 2.804e-02  img/s: 5.40e+02  pen: 5.2e-02  loss: 4.4166 (3.9835)  acc1: 36.3281 (41.1021)  acc5: 59.7656 (63.6201)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [103]  [ 560/1251]  eta: 0:05:32  lr: 2.804e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.1662 (3.9811)  acc1: 43.7500 (41.1730)  acc5: 66.0156 (63.6719)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [103]  [ 570/1251]  eta: 0:05:27  lr: 2.804e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.8217 (3.9783)  acc1: 47.2656 (41.2366)  acc5: 68.7500 (63.7690)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [103]  [ 580/1251]  eta: 0:05:22  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8415 (3.9819)  acc1: 40.6250 (41.1777)  acc5: 65.6250 (63.7149)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [103]  [ 590/1251]  eta: 0:05:18  lr: 2.804e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.9032 (3.9802)  acc1: 42.5781 (41.2205)  acc5: 65.6250 (63.7809)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [103]  [ 600/1251]  eta: 0:05:13  lr: 2.804e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 3.9032 (3.9846)  acc1: 42.5781 (41.1222)  acc5: 63.6719 (63.6615)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [103]  [ 610/1251]  eta: 0:05:08  lr: 2.804e-02  img/s: 5.39e+02  pen: 5.0e-02  loss: 4.1229 (3.9836)  acc1: 37.5000 (41.1428)  acc5: 59.7656 (63.6732)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [103]  [ 620/1251]  eta: 0:05:03  lr: 2.804e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 3.7324 (3.9836)  acc1: 44.5312 (41.1471)  acc5: 65.6250 (63.6694)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [103]  [ 630/1251]  eta: 0:04:58  lr: 2.804e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.8193 (3.9827)  acc1: 41.7969 (41.1580)  acc5: 65.6250 (63.6997)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [103]  [ 640/1251]  eta: 0:04:53  lr: 2.804e-02  img/s: 5.08e+02  pen: 4.9e-02  loss: 4.3137 (3.9874)  acc1: 40.6250 (41.1016)  acc5: 63.6719 (63.6585)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [103]  [ 650/1251]  eta: 0:04:48  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3706 (3.9850)  acc1: 40.2344 (41.1182)  acc5: 63.2812 (63.6605)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [103]  [ 660/1251]  eta: 0:04:43  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.0751 (3.9904)  acc1: 42.1875 (41.0233)  acc5: 66.0156 (63.5643)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [103]  [ 670/1251]  eta: 0:04:39  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.3097 (3.9925)  acc1: 42.1875 (40.9854)  acc5: 64.8438 (63.5228)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [103]  [ 680/1251]  eta: 0:04:34  lr: 2.804e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.5724 (3.9976)  acc1: 38.2812 (40.9565)  acc5: 60.5469 (63.4786)  time: 0.4770  data: 0.0003  max mem: 42896
Epoch: [103]  [ 690/1251]  eta: 0:04:29  lr: 2.804e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.3633 (3.9960)  acc1: 39.0625 (40.9896)  acc5: 61.3281 (63.5170)  time: 0.4772  data: 0.0003  max mem: 42896
Epoch: [103]  [ 700/1251]  eta: 0:04:24  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.2180 (3.9991)  acc1: 41.7969 (40.9616)  acc5: 65.2344 (63.4785)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [103]  [ 710/1251]  eta: 0:04:19  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.2933 (4.0004)  acc1: 37.5000 (40.9568)  acc5: 63.6719 (63.4829)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [103]  [ 720/1251]  eta: 0:04:14  lr: 2.804e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.4374 (4.0052)  acc1: 37.5000 (40.8878)  acc5: 62.1094 (63.4075)  time: 0.4771  data: 0.0004  max mem: 42896
Epoch: [103]  [ 730/1251]  eta: 0:04:10  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.4068 (4.0055)  acc1: 39.0625 (40.8649)  acc5: 61.3281 (63.3790)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [103]  [ 740/1251]  eta: 0:04:05  lr: 2.804e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.4068 (4.0087)  acc1: 39.4531 (40.8443)  acc5: 61.3281 (63.3661)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [103]  [ 750/1251]  eta: 0:04:00  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.1307 (4.0091)  acc1: 42.5781 (40.8939)  acc5: 66.7969 (63.4191)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [103]  [ 760/1251]  eta: 0:03:55  lr: 2.804e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.0646 (4.0095)  acc1: 44.5312 (40.8688)  acc5: 66.7969 (63.3885)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [103]  [ 770/1251]  eta: 0:03:50  lr: 2.804e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.3819 (4.0124)  acc1: 38.2812 (40.8337)  acc5: 58.9844 (63.3370)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [103]  [ 780/1251]  eta: 0:03:46  lr: 2.804e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.5463 (4.0196)  acc1: 36.3281 (40.7145)  acc5: 55.4688 (63.2057)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [103]  [ 790/1251]  eta: 0:03:41  lr: 2.804e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.4339 (4.0192)  acc1: 36.3281 (40.7455)  acc5: 58.2031 (63.2408)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [103]  [ 800/1251]  eta: 0:03:36  lr: 2.804e-02  img/s: 4.95e+02  pen: 4.4e-02  loss: 3.5975 (4.0148)  acc1: 47.2656 (40.7986)  acc5: 68.7500 (63.2925)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [103]  [ 810/1251]  eta: 0:03:31  lr: 2.804e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.2859 (4.0205)  acc1: 40.6250 (40.7054)  acc5: 59.7656 (63.1830)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [103]  [ 820/1251]  eta: 0:03:26  lr: 2.804e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.5649 (4.0234)  acc1: 31.2500 (40.6835)  acc5: 55.4688 (63.1728)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [103]  [ 830/1251]  eta: 0:03:21  lr: 2.804e-02  img/s: 5.38e+02  pen: 4.8e-02  loss: 4.1511 (4.0216)  acc1: 41.7969 (40.7284)  acc5: 65.6250 (63.2192)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [103]  [ 840/1251]  eta: 0:03:17  lr: 2.804e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.7292 (4.0194)  acc1: 47.6562 (40.7490)  acc5: 70.7031 (63.2511)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [103]  [ 850/1251]  eta: 0:03:12  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1795 (4.0200)  acc1: 41.7969 (40.7494)  acc5: 69.1406 (63.2721)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [103]  [ 860/1251]  eta: 0:03:07  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.4032 (4.0225)  acc1: 37.8906 (40.7039)  acc5: 64.0625 (63.2313)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [103]  [ 870/1251]  eta: 0:03:02  lr: 2.804e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.3658 (4.0230)  acc1: 39.4531 (40.7048)  acc5: 64.4531 (63.2386)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [103]  [ 880/1251]  eta: 0:02:57  lr: 2.804e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.8704 (4.0195)  acc1: 42.9688 (40.7345)  acc5: 66.4062 (63.2671)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [103]  [ 890/1251]  eta: 0:02:53  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 3.4577 (4.0205)  acc1: 42.9688 (40.7057)  acc5: 63.6719 (63.2365)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [103]  [ 900/1251]  eta: 0:02:48  lr: 2.804e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.3540 (4.0216)  acc1: 40.6250 (40.6961)  acc5: 63.6719 (63.2232)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [103]  [ 910/1251]  eta: 0:02:43  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3540 (4.0226)  acc1: 42.5781 (40.6962)  acc5: 64.8438 (63.2422)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [103]  [ 920/1251]  eta: 0:02:38  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7333 (4.0197)  acc1: 44.5312 (40.7370)  acc5: 69.5312 (63.2715)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [103]  [ 930/1251]  eta: 0:02:33  lr: 2.804e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 3.5067 (4.0190)  acc1: 46.8750 (40.7362)  acc5: 69.5312 (63.2615)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [103]  [ 940/1251]  eta: 0:02:28  lr: 2.804e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.9196 (4.0185)  acc1: 46.0938 (40.7612)  acc5: 69.5312 (63.2817)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [103]  [ 950/1251]  eta: 0:02:24  lr: 2.804e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.2337 (4.0210)  acc1: 41.4062 (40.7240)  acc5: 67.1875 (63.2529)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [103]  [ 960/1251]  eta: 0:02:19  lr: 2.804e-02  img/s: 5.08e+02  pen: 5.0e-02  loss: 4.2093 (4.0195)  acc1: 38.2812 (40.7067)  acc5: 62.1094 (63.2540)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [103]  [ 970/1251]  eta: 0:02:14  lr: 2.804e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 3.3634 (4.0154)  acc1: 46.8750 (40.7598)  acc5: 72.2656 (63.3014)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [103]  [ 980/1251]  eta: 0:02:09  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.0096 (4.0171)  acc1: 41.4062 (40.7349)  acc5: 66.0156 (63.2781)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [103]  [ 990/1251]  eta: 0:02:04  lr: 2.804e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.9171 (4.0129)  acc1: 42.5781 (40.8004)  acc5: 67.1875 (63.3538)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [103]  [1000/1251]  eta: 0:02:00  lr: 2.804e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 3.5266 (4.0108)  acc1: 45.3125 (40.8322)  acc5: 71.8750 (63.4026)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [103]  [1010/1251]  eta: 0:01:55  lr: 2.804e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.3581 (4.0147)  acc1: 39.8438 (40.7842)  acc5: 61.7188 (63.3319)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [103]  [1020/1251]  eta: 0:01:50  lr: 2.804e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.5688 (4.0166)  acc1: 39.4531 (40.7692)  acc5: 61.7188 (63.3252)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [103]  [1030/1251]  eta: 0:01:45  lr: 2.804e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.4022 (4.0217)  acc1: 39.8438 (40.7212)  acc5: 62.8906 (63.2593)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [103]  [1040/1251]  eta: 0:01:41  lr: 2.804e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.3186 (4.0207)  acc1: 39.8438 (40.7289)  acc5: 62.1094 (63.2752)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [103]  [1050/1251]  eta: 0:01:36  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.3457 (4.0231)  acc1: 35.5469 (40.7004)  acc5: 59.3750 (63.2456)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [103]  [1060/1251]  eta: 0:01:31  lr: 2.804e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.4416 (4.0216)  acc1: 35.9375 (40.7112)  acc5: 61.3281 (63.2676)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [103]  [1070/1251]  eta: 0:01:26  lr: 2.804e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 3.7154 (4.0203)  acc1: 41.7969 (40.7052)  acc5: 70.7031 (63.2663)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [103]  [1080/1251]  eta: 0:01:21  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2235 (4.0232)  acc1: 41.7969 (40.6882)  acc5: 62.8906 (63.2303)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [103]  [1090/1251]  eta: 0:01:17  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1743 (4.0202)  acc1: 43.3594 (40.7263)  acc5: 66.4062 (63.2666)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [103]  [1100/1251]  eta: 0:01:12  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8668 (4.0215)  acc1: 42.5781 (40.6952)  acc5: 66.0156 (63.2255)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [103]  [1110/1251]  eta: 0:01:07  lr: 2.804e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.1668 (4.0193)  acc1: 40.6250 (40.7168)  acc5: 64.8438 (63.2493)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [103]  [1120/1251]  eta: 0:01:02  lr: 2.804e-02  img/s: 5.08e+02  pen: 4.5e-02  loss: 3.2070 (4.0146)  acc1: 47.6562 (40.7623)  acc5: 71.8750 (63.2994)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [103]  [1130/1251]  eta: 0:00:57  lr: 2.804e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.3802 (4.0138)  acc1: 46.4844 (40.7887)  acc5: 72.6562 (63.3341)  time: 0.4771  data: 0.0003  max mem: 42896
Epoch: [103]  [1140/1251]  eta: 0:00:53  lr: 2.804e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2784 (4.0165)  acc1: 42.1875 (40.7445)  acc5: 64.4531 (63.2943)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [103]  [1150/1251]  eta: 0:00:48  lr: 2.804e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 3.5361 (4.0120)  acc1: 43.3594 (40.7920)  acc5: 65.2344 (63.3566)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [103]  [1160/1251]  eta: 0:00:43  lr: 2.804e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.3194 (4.0110)  acc1: 46.0938 (40.8101)  acc5: 70.7031 (63.3728)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [103]  [1170/1251]  eta: 0:00:38  lr: 2.804e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.5133 (4.0097)  acc1: 45.7031 (40.8365)  acc5: 69.1406 (63.4050)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [103]  [1180/1251]  eta: 0:00:33  lr: 2.804e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.0942 (4.0109)  acc1: 44.5312 (40.8387)  acc5: 67.9688 (63.3967)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [103]  [1190/1251]  eta: 0:00:29  lr: 2.804e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.3560 (4.0113)  acc1: 40.2344 (40.8382)  acc5: 60.5469 (63.3947)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [103]  [1200/1251]  eta: 0:00:24  lr: 2.804e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.3515 (4.0070)  acc1: 48.4375 (40.8868)  acc5: 71.0938 (63.4442)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [103]  [1210/1251]  eta: 0:00:19  lr: 2.804e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 3.3437 (4.0068)  acc1: 48.0469 (40.8905)  acc5: 70.7031 (63.4422)  time: 0.4735  data: 0.0004  max mem: 42896
Epoch: [103]  [1220/1251]  eta: 0:00:14  lr: 2.804e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 3.5000 (4.0039)  acc1: 43.7500 (40.9251)  acc5: 68.3594 (63.4774)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [103]  [1230/1251]  eta: 0:00:10  lr: 2.804e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.3310 (4.0021)  acc1: 48.4375 (40.9433)  acc5: 70.3125 (63.4840)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [103]  [1240/1251]  eta: 0:00:05  lr: 2.804e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.7191 (4.0041)  acc1: 40.6250 (40.9140)  acc5: 63.6719 (63.4544)  time: 0.4737  data: 0.0005  max mem: 42896
Epoch: [103]  [1250/1251]  eta: 0:00:00  lr: 2.804e-02  img/s: 5.42e+02  pen: 5.1e-02  loss: 4.5148 (4.0076)  acc1: 36.3281 (40.8776)  acc5: 58.9844 (63.4165)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [103] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:38  loss: 2.2930 (2.2930)  acc1: 79.2969 (79.2969)  acc5: 96.0938 (96.0938)  time: 3.2309  data: 2.9831  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 58.444 Acc@5 82.376 Loss: 2.957
Test: EMA  [ 0/49]  eta: 0:02:24  loss: 2.1835 (2.1835)  acc1: 78.1250 (78.1250)  acc5: 94.5312 (94.5312)  time: 2.9392  data: 2.6918  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 58.130 Acc@5 81.496 Loss: 2.943
Epoch: [104]  [   0/1251]  eta: 1:29:23  lr: 2.800e-02  img/s: 5.10e+02  pen: 4.0e-02  loss: 4.3643 (4.3643)  acc1: 38.6719 (38.6719)  acc5: 66.4062 (66.4062)  time: 4.2874  data: 3.7859  max mem: 42896
Epoch: [104]  [  10/1251]  eta: 0:16:57  lr: 2.800e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.1033 (4.0933)  acc1: 42.9688 (42.7202)  acc5: 66.4062 (66.2642)  time: 0.8203  data: 0.3444  max mem: 42896
Epoch: [104]  [  20/1251]  eta: 0:13:26  lr: 2.800e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.1033 (4.0370)  acc1: 43.3594 (42.9129)  acc5: 67.5781 (66.5365)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [104]  [  30/1251]  eta: 0:12:08  lr: 2.800e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.6408 (3.9096)  acc1: 45.7031 (44.1028)  acc5: 70.3125 (67.5907)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [104]  [  40/1251]  eta: 0:11:27  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.5423 (3.8824)  acc1: 47.2656 (44.0072)  acc5: 70.7031 (66.9779)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [104]  [  50/1251]  eta: 0:10:59  lr: 2.800e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.6820 (3.9277)  acc1: 47.2656 (42.8692)  acc5: 68.3594 (65.7322)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [104]  [  60/1251]  eta: 0:10:39  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.8997 (3.9389)  acc1: 39.0625 (42.2964)  acc5: 60.9375 (64.8117)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [104]  [  70/1251]  eta: 0:10:24  lr: 2.800e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 3.8907 (3.9270)  acc1: 43.3594 (42.3526)  acc5: 66.4062 (64.8713)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [104]  [  80/1251]  eta: 0:10:11  lr: 2.800e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.1659 (3.8728)  acc1: 50.3906 (42.8868)  acc5: 72.6562 (65.4032)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [104]  [  90/1251]  eta: 0:09:59  lr: 2.800e-02  img/s: 5.34e+02  pen: 5.1e-02  loss: 3.6631 (3.9121)  acc1: 42.9688 (42.2948)  acc5: 68.7500 (64.8051)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [104]  [ 100/1251]  eta: 0:09:50  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4264 (3.9421)  acc1: 39.4531 (41.9554)  acc5: 62.8906 (64.3642)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [104]  [ 110/1251]  eta: 0:09:41  lr: 2.800e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 4.4264 (3.9663)  acc1: 40.2344 (41.5787)  acc5: 62.8906 (63.9534)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [104]  [ 120/1251]  eta: 0:09:32  lr: 2.800e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.3984 (3.9905)  acc1: 40.6250 (41.3417)  acc5: 61.3281 (63.8042)  time: 0.4735  data: 0.0004  max mem: 42896
Epoch: [104]  [ 130/1251]  eta: 0:09:25  lr: 2.800e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.1881 (3.9695)  acc1: 43.3594 (41.5881)  acc5: 66.7969 (64.1669)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [104]  [ 140/1251]  eta: 0:09:17  lr: 2.800e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 3.8074 (3.9915)  acc1: 44.1406 (41.2954)  acc5: 69.1406 (63.8658)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [104]  [ 150/1251]  eta: 0:09:10  lr: 2.800e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.3606 (3.9979)  acc1: 39.0625 (41.0700)  acc5: 60.1562 (63.5425)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [104]  [ 160/1251]  eta: 0:09:04  lr: 2.800e-02  img/s: 5.07e+02  pen: 4.0e-02  loss: 3.9148 (3.9904)  acc1: 46.0938 (41.2582)  acc5: 68.3594 (63.7689)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [104]  [ 170/1251]  eta: 0:08:57  lr: 2.800e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.6755 (3.9829)  acc1: 46.0938 (41.3126)  acc5: 69.5312 (63.8363)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [104]  [ 180/1251]  eta: 0:08:51  lr: 2.800e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.7919 (3.9836)  acc1: 43.3594 (41.2142)  acc5: 66.0156 (63.7560)  time: 0.4733  data: 0.0004  max mem: 42896
Epoch: [104]  [ 190/1251]  eta: 0:08:44  lr: 2.800e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.7919 (3.9801)  acc1: 43.3594 (41.2263)  acc5: 66.0156 (63.7128)  time: 0.4735  data: 0.0004  max mem: 42896
Epoch: [104]  [ 200/1251]  eta: 0:08:39  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.3360 (3.9857)  acc1: 42.9688 (41.1109)  acc5: 62.8906 (63.5766)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [104]  [ 210/1251]  eta: 0:08:33  lr: 2.800e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.3444 (3.9955)  acc1: 37.5000 (40.9490)  acc5: 61.7188 (63.3812)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [104]  [ 220/1251]  eta: 0:08:27  lr: 2.800e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.4943 (4.0070)  acc1: 37.1094 (40.8548)  acc5: 60.5469 (63.2459)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [104]  [ 230/1251]  eta: 0:08:21  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8344 (3.9997)  acc1: 42.9688 (40.9649)  acc5: 66.4062 (63.3218)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [104]  [ 240/1251]  eta: 0:08:16  lr: 2.800e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 3.1724 (3.9813)  acc1: 44.5312 (41.2425)  acc5: 70.3125 (63.6216)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [104]  [ 250/1251]  eta: 0:08:10  lr: 2.800e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 3.7497 (3.9870)  acc1: 44.1406 (41.1059)  acc5: 69.1406 (63.4789)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [104]  [ 260/1251]  eta: 0:08:05  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1640 (3.9888)  acc1: 41.0156 (41.1129)  acc5: 64.0625 (63.5267)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [104]  [ 270/1251]  eta: 0:07:59  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.0012 (3.9845)  acc1: 41.4062 (41.1554)  acc5: 66.7969 (63.5883)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [104]  [ 280/1251]  eta: 0:07:54  lr: 2.800e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.3996 (3.9799)  acc1: 41.4062 (41.2130)  acc5: 66.4062 (63.6621)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [104]  [ 290/1251]  eta: 0:07:49  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.4718 (3.9905)  acc1: 39.0625 (41.0317)  acc5: 60.9375 (63.4920)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [104]  [ 300/1251]  eta: 0:07:43  lr: 2.800e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.2192 (3.9868)  acc1: 41.0156 (41.1091)  acc5: 63.2812 (63.5655)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [104]  [ 310/1251]  eta: 0:07:38  lr: 2.800e-02  img/s: 5.38e+02  pen: 5.0e-02  loss: 3.7779 (3.9786)  acc1: 46.8750 (41.1751)  acc5: 69.5312 (63.6317)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [104]  [ 320/1251]  eta: 0:07:33  lr: 2.800e-02  img/s: 5.10e+02  pen: 3.7e-02  loss: 4.0153 (3.9855)  acc1: 44.5312 (41.1458)  acc5: 67.5781 (63.5843)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [104]  [ 330/1251]  eta: 0:07:28  lr: 2.800e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.4013 (3.9950)  acc1: 40.2344 (41.0758)  acc5: 60.5469 (63.5173)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [104]  [ 340/1251]  eta: 0:07:22  lr: 2.800e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.4013 (3.9954)  acc1: 39.8438 (41.0821)  acc5: 65.6250 (63.5768)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [104]  [ 350/1251]  eta: 0:07:17  lr: 2.800e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.0481 (3.9962)  acc1: 42.9688 (41.0824)  acc5: 68.7500 (63.5806)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [104]  [ 360/1251]  eta: 0:07:12  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1463 (3.9979)  acc1: 41.4062 (41.0741)  acc5: 66.0156 (63.5799)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [104]  [ 370/1251]  eta: 0:07:07  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0458 (3.9968)  acc1: 43.7500 (41.1020)  acc5: 68.3594 (63.6003)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [104]  [ 380/1251]  eta: 0:07:02  lr: 2.800e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.5158 (4.0084)  acc1: 41.0156 (41.0249)  acc5: 59.7656 (63.4894)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [104]  [ 390/1251]  eta: 0:06:57  lr: 2.800e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.5158 (4.0089)  acc1: 41.0156 (41.0226)  acc5: 59.7656 (63.4950)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [104]  [ 400/1251]  eta: 0:06:52  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.7857 (4.0067)  acc1: 45.3125 (41.0312)  acc5: 68.3594 (63.5345)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [104]  [ 410/1251]  eta: 0:06:47  lr: 2.800e-02  img/s: 5.38e+02  pen: 4.8e-02  loss: 3.7857 (4.0000)  acc1: 46.8750 (41.0850)  acc5: 69.9219 (63.6310)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [104]  [ 420/1251]  eta: 0:06:42  lr: 2.800e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.0268 (4.0077)  acc1: 41.7969 (40.9776)  acc5: 68.3594 (63.5605)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [104]  [ 430/1251]  eta: 0:06:37  lr: 2.800e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.5386 (4.0134)  acc1: 33.2031 (40.8869)  acc5: 60.5469 (63.4326)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [104]  [ 440/1251]  eta: 0:06:32  lr: 2.800e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.8105 (4.0073)  acc1: 46.0938 (40.9988)  acc5: 69.5312 (63.5514)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [104]  [ 450/1251]  eta: 0:06:27  lr: 2.800e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 4.2440 (4.0150)  acc1: 42.5781 (40.8944)  acc5: 67.9688 (63.4839)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [104]  [ 460/1251]  eta: 0:06:22  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.3772 (4.0138)  acc1: 37.5000 (40.8640)  acc5: 64.0625 (63.4524)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [104]  [ 470/1251]  eta: 0:06:17  lr: 2.800e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.5646 (4.0085)  acc1: 45.7031 (40.9285)  acc5: 69.5312 (63.5292)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [104]  [ 480/1251]  eta: 0:06:12  lr: 2.800e-02  img/s: 4.98e+02  pen: 4.4e-02  loss: 4.0130 (4.0135)  acc1: 42.5781 (40.8694)  acc5: 66.0156 (63.4688)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [104]  [ 490/1251]  eta: 0:06:07  lr: 2.800e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.4382 (4.0130)  acc1: 40.2344 (40.8859)  acc5: 63.6719 (63.4801)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [104]  [ 500/1251]  eta: 0:06:02  lr: 2.800e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.4195 (4.0173)  acc1: 38.6719 (40.8082)  acc5: 63.6719 (63.3756)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [104]  [ 510/1251]  eta: 0:05:57  lr: 2.800e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.4195 (4.0230)  acc1: 38.2812 (40.7679)  acc5: 61.3281 (63.3202)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [104]  [ 520/1251]  eta: 0:05:52  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.6745 (4.0185)  acc1: 45.3125 (40.8177)  acc5: 71.0938 (63.3810)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [104]  [ 530/1251]  eta: 0:05:47  lr: 2.800e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.2667 (4.0103)  acc1: 48.4375 (40.9156)  acc5: 72.2656 (63.4850)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [104]  [ 540/1251]  eta: 0:05:42  lr: 2.800e-02  img/s: 5.36e+02  pen: 4.3e-02  loss: 3.4994 (4.0049)  acc1: 48.4375 (40.9896)  acc5: 70.3125 (63.5679)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [104]  [ 550/1251]  eta: 0:05:37  lr: 2.800e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 3.2159 (3.9998)  acc1: 48.0469 (41.0178)  acc5: 70.3125 (63.5868)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [104]  [ 560/1251]  eta: 0:05:33  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.1790 (3.9976)  acc1: 47.6562 (41.0477)  acc5: 70.3125 (63.6127)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [104]  [ 570/1251]  eta: 0:05:28  lr: 2.800e-02  img/s: 5.41e+02  pen: 5.1e-02  loss: 4.1937 (3.9994)  acc1: 42.1875 (41.0252)  acc5: 65.2344 (63.6103)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [104]  [ 580/1251]  eta: 0:05:23  lr: 2.800e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.6547 (3.9917)  acc1: 45.7031 (41.1474)  acc5: 68.7500 (63.7499)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [104]  [ 590/1251]  eta: 0:05:18  lr: 2.800e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.7642 (3.9937)  acc1: 46.0938 (41.1015)  acc5: 69.9219 (63.7267)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [104]  [ 600/1251]  eta: 0:05:13  lr: 2.800e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.7809 (3.9927)  acc1: 43.3594 (41.1437)  acc5: 66.7969 (63.7356)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [104]  [ 610/1251]  eta: 0:05:08  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.8529 (3.9954)  acc1: 47.2656 (41.0975)  acc5: 67.5781 (63.6693)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [104]  [ 620/1251]  eta: 0:05:03  lr: 2.800e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.9432 (3.9933)  acc1: 43.7500 (41.0861)  acc5: 67.5781 (63.6681)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [104]  [ 630/1251]  eta: 0:04:58  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.0527 (3.9945)  acc1: 42.9688 (41.0596)  acc5: 65.2344 (63.6545)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [104]  [ 640/1251]  eta: 0:04:54  lr: 2.800e-02  img/s: 4.91e+02  pen: 4.5e-02  loss: 4.0531 (3.9935)  acc1: 41.0156 (41.0632)  acc5: 62.5000 (63.6469)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [104]  [ 650/1251]  eta: 0:04:49  lr: 2.800e-02  img/s: 5.35e+02  pen: 4.7e-02  loss: 4.1481 (3.9994)  acc1: 38.6719 (40.9868)  acc5: 62.5000 (63.5633)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [104]  [ 660/1251]  eta: 0:04:44  lr: 2.800e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.5288 (4.0052)  acc1: 32.0312 (40.8974)  acc5: 53.5156 (63.4739)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [104]  [ 670/1251]  eta: 0:04:39  lr: 2.800e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.5063 (4.0075)  acc1: 37.5000 (40.8841)  acc5: 61.3281 (63.4699)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [104]  [ 680/1251]  eta: 0:04:34  lr: 2.800e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.1686 (4.0069)  acc1: 40.2344 (40.8877)  acc5: 64.8438 (63.4700)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [104]  [ 690/1251]  eta: 0:04:29  lr: 2.800e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.1001 (4.0074)  acc1: 42.5781 (40.9308)  acc5: 66.4062 (63.5170)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [104]  [ 700/1251]  eta: 0:04:24  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2797 (4.0089)  acc1: 42.5781 (40.8702)  acc5: 61.3281 (63.4651)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [104]  [ 710/1251]  eta: 0:04:19  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.2836 (4.0108)  acc1: 33.9844 (40.8107)  acc5: 58.5938 (63.3785)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [104]  [ 720/1251]  eta: 0:04:15  lr: 2.800e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 3.6087 (4.0059)  acc1: 46.4844 (40.8791)  acc5: 69.1406 (63.4546)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [104]  [ 730/1251]  eta: 0:04:10  lr: 2.800e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 3.7196 (4.0081)  acc1: 46.4844 (40.8569)  acc5: 68.3594 (63.4405)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [104]  [ 740/1251]  eta: 0:04:05  lr: 2.800e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.4170 (4.0123)  acc1: 33.9844 (40.7716)  acc5: 62.5000 (63.3334)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [104]  [ 750/1251]  eta: 0:04:00  lr: 2.800e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.1630 (4.0117)  acc1: 40.2344 (40.7628)  acc5: 62.5000 (63.3296)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [104]  [ 760/1251]  eta: 0:03:55  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9858 (4.0101)  acc1: 45.7031 (40.8041)  acc5: 69.5312 (63.3926)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [104]  [ 770/1251]  eta: 0:03:50  lr: 2.800e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.6650 (4.0061)  acc1: 46.4844 (40.8449)  acc5: 69.5312 (63.4479)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [104]  [ 780/1251]  eta: 0:03:46  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.7477 (4.0067)  acc1: 46.4844 (40.8411)  acc5: 67.5781 (63.4613)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [104]  [ 790/1251]  eta: 0:03:41  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 3.4248 (4.0005)  acc1: 46.0938 (40.9164)  acc5: 70.7031 (63.5469)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [104]  [ 800/1251]  eta: 0:03:36  lr: 2.800e-02  img/s: 5.05e+02  pen: 5.3e-02  loss: 3.3378 (3.9979)  acc1: 45.7031 (40.9118)  acc5: 70.7031 (63.5500)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [104]  [ 810/1251]  eta: 0:03:31  lr: 2.800e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 3.5375 (3.9968)  acc1: 44.9219 (40.9342)  acc5: 69.5312 (63.5698)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [104]  [ 820/1251]  eta: 0:03:26  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.2415 (3.9997)  acc1: 38.6719 (40.9086)  acc5: 66.4062 (63.5567)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [104]  [ 830/1251]  eta: 0:03:22  lr: 2.800e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.1096 (3.9965)  acc1: 42.5781 (40.9681)  acc5: 66.4062 (63.6244)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [104]  [ 840/1251]  eta: 0:03:17  lr: 2.800e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.7865 (3.9978)  acc1: 43.7500 (40.9659)  acc5: 66.4062 (63.6449)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [104]  [ 850/1251]  eta: 0:03:12  lr: 2.800e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.2639 (3.9968)  acc1: 42.1875 (41.0221)  acc5: 66.4062 (63.6944)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [104]  [ 860/1251]  eta: 0:03:07  lr: 2.800e-02  img/s: 5.41e+02  pen: 5.4e-02  loss: 4.4948 (4.0051)  acc1: 41.0156 (40.8768)  acc5: 61.7188 (63.5485)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [104]  [ 870/1251]  eta: 0:03:02  lr: 2.800e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.5495 (4.0067)  acc1: 32.4219 (40.8358)  acc5: 54.2969 (63.5077)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [104]  [ 880/1251]  eta: 0:02:57  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.5381 (4.0008)  acc1: 45.3125 (40.9021)  acc5: 69.1406 (63.5752)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [104]  [ 890/1251]  eta: 0:02:53  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.3950 (4.0016)  acc1: 48.4375 (40.9065)  acc5: 69.5312 (63.5680)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [104]  [ 900/1251]  eta: 0:02:48  lr: 2.800e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.9508 (3.9982)  acc1: 48.4375 (40.9697)  acc5: 69.5312 (63.6363)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [104]  [ 910/1251]  eta: 0:02:43  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.6313 (3.9980)  acc1: 48.4375 (40.9886)  acc5: 69.5312 (63.6470)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [104]  [ 920/1251]  eta: 0:02:38  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0664 (3.9968)  acc1: 42.9688 (41.0029)  acc5: 65.2344 (63.6651)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [104]  [ 930/1251]  eta: 0:02:33  lr: 2.800e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.1785 (3.9918)  acc1: 47.2656 (41.0731)  acc5: 70.3125 (63.7352)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [104]  [ 940/1251]  eta: 0:02:29  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.2497 (3.9881)  acc1: 48.4375 (41.0953)  acc5: 71.0938 (63.7811)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [104]  [ 950/1251]  eta: 0:02:24  lr: 2.800e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 3.2731 (3.9872)  acc1: 46.4844 (41.1241)  acc5: 69.1406 (63.7898)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [104]  [ 960/1251]  eta: 0:02:19  lr: 2.800e-02  img/s: 5.07e+02  pen: 4.6e-02  loss: 3.3507 (3.9845)  acc1: 44.5312 (41.1307)  acc5: 69.1406 (63.8170)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [104]  [ 970/1251]  eta: 0:02:14  lr: 2.800e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 3.6727 (3.9840)  acc1: 45.3125 (41.1516)  acc5: 68.3594 (63.8364)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [104]  [ 980/1251]  eta: 0:02:09  lr: 2.800e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 4.1211 (3.9868)  acc1: 44.1406 (41.1291)  acc5: 66.7969 (63.7953)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [104]  [ 990/1251]  eta: 0:02:05  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0388 (3.9838)  acc1: 44.1406 (41.1646)  acc5: 65.2344 (63.8248)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [104]  [1000/1251]  eta: 0:02:00  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.4353 (3.9830)  acc1: 46.4844 (41.1936)  acc5: 68.3594 (63.8514)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [104]  [1010/1251]  eta: 0:01:55  lr: 2.800e-02  img/s: 5.38e+02  pen: 4.7e-02  loss: 3.3529 (3.9798)  acc1: 46.4844 (41.2146)  acc5: 68.3594 (63.8662)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [104]  [1020/1251]  eta: 0:01:50  lr: 2.800e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.3529 (3.9791)  acc1: 46.0938 (41.2138)  acc5: 67.5781 (63.8643)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [104]  [1030/1251]  eta: 0:01:45  lr: 2.800e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.2783 (3.9840)  acc1: 39.0625 (41.1497)  acc5: 64.0625 (63.7727)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [104]  [1040/1251]  eta: 0:01:41  lr: 2.800e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.2783 (3.9836)  acc1: 40.2344 (41.1702)  acc5: 64.0625 (63.7923)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [104]  [1050/1251]  eta: 0:01:36  lr: 2.800e-02  img/s: 5.38e+02  pen: 3.9e-02  loss: 3.9864 (3.9848)  acc1: 42.9688 (41.1788)  acc5: 67.1875 (63.7971)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [104]  [1060/1251]  eta: 0:01:31  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.7277 (3.9823)  acc1: 46.8750 (41.2041)  acc5: 68.7500 (63.8328)  time: 0.4771  data: 0.0003  max mem: 42896
Epoch: [104]  [1070/1251]  eta: 0:01:26  lr: 2.800e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 3.1678 (3.9778)  acc1: 50.0000 (41.2498)  acc5: 73.4375 (63.8710)  time: 0.4775  data: 0.0003  max mem: 42896
Epoch: [104]  [1080/1251]  eta: 0:01:21  lr: 2.800e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 3.4559 (3.9769)  acc1: 50.3906 (41.2866)  acc5: 71.0938 (63.9064)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [104]  [1090/1251]  eta: 0:01:17  lr: 2.800e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.2633 (3.9817)  acc1: 42.1875 (41.1997)  acc5: 64.4531 (63.8001)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [104]  [1100/1251]  eta: 0:01:12  lr: 2.800e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.4844 (3.9853)  acc1: 37.8906 (41.1912)  acc5: 59.3750 (63.7847)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [104]  [1110/1251]  eta: 0:01:07  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2982 (3.9864)  acc1: 40.6250 (41.2055)  acc5: 63.2812 (63.7928)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [104]  [1120/1251]  eta: 0:01:02  lr: 2.800e-02  img/s: 5.08e+02  pen: 4.6e-02  loss: 4.0075 (3.9859)  acc1: 42.9688 (41.2149)  acc5: 66.4062 (63.8217)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [104]  [1130/1251]  eta: 0:00:57  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.6534 (3.9853)  acc1: 44.5312 (41.2159)  acc5: 69.9219 (63.8156)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [104]  [1140/1251]  eta: 0:00:53  lr: 2.800e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.5617 (3.9839)  acc1: 45.7031 (41.2501)  acc5: 69.9219 (63.8547)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [104]  [1150/1251]  eta: 0:00:48  lr: 2.800e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.7486 (3.9827)  acc1: 45.7031 (41.2542)  acc5: 69.9219 (63.8762)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [104]  [1160/1251]  eta: 0:00:43  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.8550 (3.9834)  acc1: 39.8438 (41.2505)  acc5: 63.2812 (63.8687)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [104]  [1170/1251]  eta: 0:00:38  lr: 2.800e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.7077 (3.9819)  acc1: 44.1406 (41.2718)  acc5: 67.9688 (63.8997)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [104]  [1180/1251]  eta: 0:00:33  lr: 2.800e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.7077 (3.9821)  acc1: 44.1406 (41.2587)  acc5: 66.4062 (63.8951)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [104]  [1190/1251]  eta: 0:00:29  lr: 2.800e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.2786 (3.9831)  acc1: 41.4062 (41.2636)  acc5: 63.6719 (63.9005)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [104]  [1200/1251]  eta: 0:00:24  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.2786 (3.9847)  acc1: 41.4062 (41.2443)  acc5: 62.8906 (63.8732)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [104]  [1210/1251]  eta: 0:00:19  lr: 2.800e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.4520 (3.9866)  acc1: 34.7656 (41.2140)  acc5: 57.4219 (63.8457)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [104]  [1220/1251]  eta: 0:00:14  lr: 2.800e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.3614 (3.9876)  acc1: 37.8906 (41.1961)  acc5: 60.5469 (63.8360)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [104]  [1230/1251]  eta: 0:00:10  lr: 2.800e-02  img/s: 5.38e+02  pen: 4.8e-02  loss: 3.9422 (3.9846)  acc1: 42.5781 (41.2251)  acc5: 69.5312 (63.8642)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [104]  [1240/1251]  eta: 0:00:05  lr: 2.800e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.2471 (3.9847)  acc1: 46.4844 (41.2079)  acc5: 69.1406 (63.8475)  time: 0.4746  data: 0.0005  max mem: 42896
Epoch: [104]  [1250/1251]  eta: 0:00:00  lr: 2.800e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.9755 (3.9835)  acc1: 42.9688 (41.2308)  acc5: 66.0156 (63.8683)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [104] Total time: 0:09:59
Test:   [ 0/49]  eta: 0:03:09  loss: 2.2767 (2.2767)  acc1: 76.1719 (76.1719)  acc5: 92.9688 (92.9688)  time: 3.8634  data: 3.6102  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 60.566 Acc@5 83.596 Loss: 2.870
Test: EMA  [ 0/49]  eta: 0:02:58  loss: 2.1667 (2.1667)  acc1: 78.5156 (78.5156)  acc5: 94.5312 (94.5312)  time: 3.6421  data: 3.3889  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 58.512 Acc@5 81.754 Loss: 2.918
Epoch: [105]  [   0/1251]  eta: 1:21:27  lr: 2.796e-02  img/s: 4.83e+02  pen: 4.7e-02  loss: 4.8272 (4.8272)  acc1: 18.7500 (18.7500)  acc5: 39.8438 (39.8438)  time: 3.9067  data: 3.3765  max mem: 42896
Epoch: [105]  [  10/1251]  eta: 0:16:14  lr: 2.796e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.3205 (3.8242)  acc1: 48.4375 (41.7259)  acc5: 71.4844 (63.2812)  time: 0.7851  data: 0.3072  max mem: 42896
Epoch: [105]  [  20/1251]  eta: 0:13:03  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.6473 (3.9081)  acc1: 45.3125 (42.0387)  acc5: 69.1406 (64.0253)  time: 0.4730  data: 0.0003  max mem: 42896
Epoch: [105]  [  30/1251]  eta: 0:11:53  lr: 2.796e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.5278 (3.8306)  acc1: 46.4844 (43.4476)  acc5: 69.1406 (65.8014)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [105]  [  40/1251]  eta: 0:11:16  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.3137 (3.7802)  acc1: 49.6094 (43.8453)  acc5: 71.0938 (66.0633)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [105]  [  50/1251]  eta: 0:10:50  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.2388 (3.7232)  acc1: 46.4844 (44.3704)  acc5: 71.0938 (67.1032)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [105]  [  60/1251]  eta: 0:10:31  lr: 2.796e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.2463 (3.7412)  acc1: 46.4844 (44.1983)  acc5: 71.0938 (67.0978)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [105]  [  70/1251]  eta: 0:10:17  lr: 2.796e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.0277 (3.7990)  acc1: 41.0156 (43.3374)  acc5: 66.4062 (66.1862)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [105]  [  80/1251]  eta: 0:10:05  lr: 2.796e-02  img/s: 5.16e+02  pen: 4.6e-02  loss: 4.3704 (3.8535)  acc1: 35.9375 (42.4093)  acc5: 61.7188 (65.2971)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [105]  [  90/1251]  eta: 0:09:54  lr: 2.796e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 3.6505 (3.8280)  acc1: 46.8750 (42.9773)  acc5: 70.7031 (65.7194)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [105]  [ 100/1251]  eta: 0:09:45  lr: 2.796e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.4778 (3.8269)  acc1: 47.6562 (43.0036)  acc5: 70.7031 (65.7836)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [105]  [ 110/1251]  eta: 0:09:36  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7202 (3.8336)  acc1: 46.8750 (42.7717)  acc5: 70.7031 (65.5687)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [105]  [ 120/1251]  eta: 0:09:28  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0460 (3.8395)  acc1: 43.3594 (42.6847)  acc5: 63.6719 (65.6153)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [105]  [ 130/1251]  eta: 0:09:21  lr: 2.796e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.0460 (3.8539)  acc1: 43.3594 (42.3664)  acc5: 63.6719 (65.2493)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [105]  [ 140/1251]  eta: 0:09:14  lr: 2.796e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.9689 (3.8651)  acc1: 43.3594 (42.1459)  acc5: 64.8438 (64.9573)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [105]  [ 150/1251]  eta: 0:09:07  lr: 2.796e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.2865 (3.8864)  acc1: 39.8438 (41.9133)  acc5: 63.6719 (64.6135)  time: 0.4730  data: 0.0003  max mem: 42896
Epoch: [105]  [ 160/1251]  eta: 0:09:01  lr: 2.796e-02  img/s: 4.98e+02  pen: 4.9e-02  loss: 4.2883 (3.8924)  acc1: 39.8438 (41.9497)  acc5: 63.6719 (64.6108)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [105]  [ 170/1251]  eta: 0:08:54  lr: 2.796e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.7840 (3.8950)  acc1: 45.3125 (41.9568)  acc5: 66.7969 (64.6199)  time: 0.4768  data: 0.0014  max mem: 42896
Epoch: [105]  [ 180/1251]  eta: 0:08:48  lr: 2.796e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.1443 (3.9127)  acc1: 44.1406 (41.8055)  acc5: 66.4062 (64.5179)  time: 0.4748  data: 0.0014  max mem: 42896
Epoch: [105]  [ 190/1251]  eta: 0:08:42  lr: 2.796e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.4955 (3.9337)  acc1: 35.9375 (41.5228)  acc5: 59.7656 (64.2159)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [105]  [ 200/1251]  eta: 0:08:36  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.4589 (3.9327)  acc1: 36.3281 (41.5267)  acc5: 62.8906 (64.2180)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [105]  [ 210/1251]  eta: 0:08:31  lr: 2.796e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 4.3010 (3.9459)  acc1: 37.1094 (41.2581)  acc5: 63.6719 (63.9977)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [105]  [ 220/1251]  eta: 0:08:25  lr: 2.796e-02  img/s: 5.37e+02  pen: 4.3e-02  loss: 4.3634 (3.9507)  acc1: 36.7188 (41.1040)  acc5: 62.5000 (63.8239)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [105]  [ 230/1251]  eta: 0:08:19  lr: 2.796e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.9648 (3.9514)  acc1: 36.7188 (41.0055)  acc5: 62.5000 (63.6228)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [105]  [ 240/1251]  eta: 0:08:14  lr: 2.796e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.5626 (3.9601)  acc1: 36.7188 (40.8989)  acc5: 57.8125 (63.4579)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [105]  [ 250/1251]  eta: 0:08:08  lr: 2.796e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.4346 (3.9632)  acc1: 38.6719 (40.9285)  acc5: 63.2812 (63.4213)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [105]  [ 260/1251]  eta: 0:08:03  lr: 2.796e-02  img/s: 5.42e+02  pen: 5.2e-02  loss: 3.7556 (3.9653)  acc1: 41.7969 (40.8839)  acc5: 66.4062 (63.4384)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [105]  [ 270/1251]  eta: 0:07:58  lr: 2.796e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.5008 (3.9468)  acc1: 47.6562 (41.1050)  acc5: 72.6562 (63.7079)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [105]  [ 280/1251]  eta: 0:07:52  lr: 2.796e-02  img/s: 5.40e+02  pen: 5.2e-02  loss: 3.7709 (3.9544)  acc1: 45.3125 (40.9600)  acc5: 69.9219 (63.5523)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [105]  [ 290/1251]  eta: 0:07:47  lr: 2.796e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.1755 (3.9511)  acc1: 43.7500 (41.0384)  acc5: 65.6250 (63.6450)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [105]  [ 300/1251]  eta: 0:07:42  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.2431 (3.9610)  acc1: 40.2344 (40.8054)  acc5: 62.1094 (63.4175)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [105]  [ 310/1251]  eta: 0:07:37  lr: 2.796e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.2431 (3.9552)  acc1: 40.2344 (40.9378)  acc5: 64.0625 (63.5500)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [105]  [ 320/1251]  eta: 0:07:32  lr: 2.796e-02  img/s: 5.10e+02  pen: 4.6e-02  loss: 3.7162 (3.9537)  acc1: 43.7500 (40.9402)  acc5: 69.5312 (63.5855)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [105]  [ 330/1251]  eta: 0:07:26  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1210 (3.9551)  acc1: 42.1875 (40.9153)  acc5: 67.1875 (63.5539)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [105]  [ 340/1251]  eta: 0:07:21  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.4065 (3.9425)  acc1: 48.4375 (41.0626)  acc5: 67.9688 (63.7555)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [105]  [ 350/1251]  eta: 0:07:16  lr: 2.796e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.2247 (3.9394)  acc1: 48.4375 (41.1692)  acc5: 73.0469 (63.8522)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [105]  [ 360/1251]  eta: 0:07:11  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.1953 (3.9472)  acc1: 39.8438 (41.0427)  acc5: 61.7188 (63.7227)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [105]  [ 370/1251]  eta: 0:07:06  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3493 (3.9467)  acc1: 38.6719 (41.0893)  acc5: 60.5469 (63.7161)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [105]  [ 380/1251]  eta: 0:07:01  lr: 2.796e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 3.8590 (3.9458)  acc1: 44.9219 (41.0997)  acc5: 67.9688 (63.7334)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [105]  [ 390/1251]  eta: 0:06:56  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.2469 (3.9345)  acc1: 46.8750 (41.2604)  acc5: 69.9219 (63.9206)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [105]  [ 400/1251]  eta: 0:06:51  lr: 2.796e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 3.2151 (3.9303)  acc1: 50.3906 (41.3556)  acc5: 73.0469 (64.0070)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [105]  [ 410/1251]  eta: 0:06:46  lr: 2.796e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 3.3086 (3.9221)  acc1: 50.3906 (41.4870)  acc5: 72.6562 (64.1461)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [105]  [ 420/1251]  eta: 0:06:41  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.7206 (3.9236)  acc1: 41.7969 (41.4693)  acc5: 67.5781 (64.1442)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [105]  [ 430/1251]  eta: 0:06:36  lr: 2.796e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.2118 (3.9219)  acc1: 43.3594 (41.5476)  acc5: 66.4062 (64.2401)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [105]  [ 440/1251]  eta: 0:06:31  lr: 2.796e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.8180 (3.9206)  acc1: 43.7500 (41.5471)  acc5: 69.5312 (64.2636)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [105]  [ 450/1251]  eta: 0:06:26  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 3.8180 (3.9197)  acc1: 43.7500 (41.5829)  acc5: 65.6250 (64.2946)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [105]  [ 460/1251]  eta: 0:06:21  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 4.1220 (3.9223)  acc1: 44.1406 (41.6198)  acc5: 65.6250 (64.3057)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [105]  [ 470/1251]  eta: 0:06:16  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.6198 (3.9153)  acc1: 47.2656 (41.7131)  acc5: 69.5312 (64.3967)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [105]  [ 480/1251]  eta: 0:06:11  lr: 2.796e-02  img/s: 5.10e+02  pen: 5.0e-02  loss: 3.5831 (3.9182)  acc1: 44.1406 (41.6539)  acc5: 64.8438 (64.3167)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [105]  [ 490/1251]  eta: 0:06:06  lr: 2.796e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 3.9320 (3.9208)  acc1: 44.1406 (41.6799)  acc5: 67.1875 (64.3505)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [105]  [ 500/1251]  eta: 0:06:01  lr: 2.796e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.1061 (3.9269)  acc1: 43.7500 (41.6464)  acc5: 67.1875 (64.3151)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [105]  [ 510/1251]  eta: 0:05:56  lr: 2.796e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.1070 (3.9284)  acc1: 42.9688 (41.6012)  acc5: 65.2344 (64.2681)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [105]  [ 520/1251]  eta: 0:05:52  lr: 2.796e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.6590 (3.9290)  acc1: 39.8438 (41.6139)  acc5: 62.5000 (64.2844)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [105]  [ 530/1251]  eta: 0:05:47  lr: 2.796e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 3.8488 (3.9301)  acc1: 41.7969 (41.6181)  acc5: 66.4062 (64.3075)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [105]  [ 540/1251]  eta: 0:05:42  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8488 (3.9333)  acc1: 41.7969 (41.5499)  acc5: 66.4062 (64.2481)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [105]  [ 550/1251]  eta: 0:05:37  lr: 2.796e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.2454 (3.9378)  acc1: 42.5781 (41.5027)  acc5: 61.3281 (64.1752)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [105]  [ 560/1251]  eta: 0:05:32  lr: 2.796e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.0190 (3.9352)  acc1: 45.3125 (41.5594)  acc5: 67.1875 (64.2233)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [105]  [ 570/1251]  eta: 0:05:27  lr: 2.796e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.0165 (3.9339)  acc1: 46.4844 (41.5629)  acc5: 69.1406 (64.2363)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [105]  [ 580/1251]  eta: 0:05:22  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.4088 (3.9414)  acc1: 37.5000 (41.4688)  acc5: 60.1562 (64.1318)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [105]  [ 590/1251]  eta: 0:05:17  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.1554 (3.9406)  acc1: 37.5000 (41.4875)  acc5: 61.3281 (64.1425)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [105]  [ 600/1251]  eta: 0:05:12  lr: 2.796e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.1554 (3.9442)  acc1: 41.4062 (41.4166)  acc5: 64.4531 (64.0657)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [105]  [ 610/1251]  eta: 0:05:08  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.2744 (3.9460)  acc1: 38.2812 (41.4158)  acc5: 61.3281 (64.0715)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [105]  [ 620/1251]  eta: 0:05:03  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.2744 (3.9489)  acc1: 41.4062 (41.4062)  acc5: 63.2812 (64.0763)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [105]  [ 630/1251]  eta: 0:04:58  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3292 (3.9486)  acc1: 43.3594 (41.4223)  acc5: 64.4531 (64.0885)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [105]  [ 640/1251]  eta: 0:04:53  lr: 2.796e-02  img/s: 5.09e+02  pen: 4.5e-02  loss: 3.8375 (3.9472)  acc1: 44.5312 (41.4635)  acc5: 69.9219 (64.1557)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [105]  [ 650/1251]  eta: 0:04:48  lr: 2.796e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.6116 (3.9408)  acc1: 46.8750 (41.5563)  acc5: 71.0938 (64.2635)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [105]  [ 660/1251]  eta: 0:04:43  lr: 2.796e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 3.6540 (3.9425)  acc1: 47.2656 (41.5493)  acc5: 69.1406 (64.2729)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [105]  [ 670/1251]  eta: 0:04:38  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0379 (3.9439)  acc1: 39.0625 (41.5367)  acc5: 64.0625 (64.2482)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [105]  [ 680/1251]  eta: 0:04:34  lr: 2.796e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.4788 (3.9455)  acc1: 39.0625 (41.5124)  acc5: 64.0625 (64.2214)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [105]  [ 690/1251]  eta: 0:04:29  lr: 2.796e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 3.9173 (3.9438)  acc1: 44.5312 (41.5866)  acc5: 66.7969 (64.3005)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [105]  [ 700/1251]  eta: 0:04:24  lr: 2.796e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.1695 (3.9474)  acc1: 44.5312 (41.5690)  acc5: 67.1875 (64.2821)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [105]  [ 710/1251]  eta: 0:04:19  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.2177 (3.9465)  acc1: 41.0156 (41.6051)  acc5: 65.6250 (64.3081)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [105]  [ 720/1251]  eta: 0:04:14  lr: 2.796e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 3.9251 (3.9463)  acc1: 46.0938 (41.6430)  acc5: 67.5781 (64.3350)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [105]  [ 730/1251]  eta: 0:04:09  lr: 2.796e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 3.8855 (3.9463)  acc1: 46.0938 (41.6499)  acc5: 67.5781 (64.3366)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [105]  [ 740/1251]  eta: 0:04:05  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.4686 (3.9407)  acc1: 47.6562 (41.7104)  acc5: 71.0938 (64.4131)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [105]  [ 750/1251]  eta: 0:04:00  lr: 2.796e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 3.2213 (3.9373)  acc1: 48.4375 (41.7464)  acc5: 72.6562 (64.4708)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [105]  [ 760/1251]  eta: 0:03:55  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.6997 (3.9367)  acc1: 46.8750 (41.7943)  acc5: 69.1406 (64.5029)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [105]  [ 770/1251]  eta: 0:03:50  lr: 2.796e-02  img/s: 5.40e+02  pen: 5.2e-02  loss: 3.9716 (3.9399)  acc1: 44.1406 (41.7579)  acc5: 67.1875 (64.4638)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [105]  [ 780/1251]  eta: 0:03:45  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.4570 (3.9444)  acc1: 34.7656 (41.7003)  acc5: 57.8125 (64.3976)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [105]  [ 790/1251]  eta: 0:03:41  lr: 2.796e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.2701 (3.9483)  acc1: 38.6719 (41.6808)  acc5: 64.0625 (64.3628)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [105]  [ 800/1251]  eta: 0:03:36  lr: 2.796e-02  img/s: 5.06e+02  pen: 4.2e-02  loss: 3.9745 (3.9448)  acc1: 44.9219 (41.7320)  acc5: 68.3594 (64.4107)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [105]  [ 810/1251]  eta: 0:03:31  lr: 2.796e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 3.7155 (3.9460)  acc1: 42.5781 (41.7347)  acc5: 68.3594 (64.4112)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [105]  [ 820/1251]  eta: 0:03:26  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3595 (3.9472)  acc1: 41.7969 (41.7331)  acc5: 64.4531 (64.4293)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [105]  [ 830/1251]  eta: 0:03:21  lr: 2.796e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.2087 (3.9474)  acc1: 40.6250 (41.7334)  acc5: 65.6250 (64.4160)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [105]  [ 840/1251]  eta: 0:03:16  lr: 2.796e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.3820 (3.9501)  acc1: 39.0625 (41.7142)  acc5: 61.3281 (64.3811)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [105]  [ 850/1251]  eta: 0:03:12  lr: 2.796e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.5493 (3.9519)  acc1: 33.5938 (41.6463)  acc5: 57.0312 (64.3058)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [105]  [ 860/1251]  eta: 0:03:07  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.0556 (3.9508)  acc1: 35.9375 (41.6385)  acc5: 63.2812 (64.3288)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [105]  [ 870/1251]  eta: 0:03:02  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.9996 (3.9504)  acc1: 42.9688 (41.6336)  acc5: 66.7969 (64.3383)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [105]  [ 880/1251]  eta: 0:02:57  lr: 2.796e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.1283 (3.9506)  acc1: 43.3594 (41.6545)  acc5: 66.7969 (64.3600)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [105]  [ 890/1251]  eta: 0:02:52  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.1283 (3.9500)  acc1: 45.7031 (41.6746)  acc5: 67.1875 (64.3768)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [105]  [ 900/1251]  eta: 0:02:48  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.1680 (3.9522)  acc1: 43.3594 (41.6330)  acc5: 66.4062 (64.3530)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [105]  [ 910/1251]  eta: 0:02:43  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.9829 (3.9511)  acc1: 44.9219 (41.6738)  acc5: 68.3594 (64.4017)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [105]  [ 920/1251]  eta: 0:02:38  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.1325 (3.9567)  acc1: 40.2344 (41.5585)  acc5: 61.3281 (64.2784)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [105]  [ 930/1251]  eta: 0:02:33  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.5409 (3.9563)  acc1: 35.5469 (41.5825)  acc5: 54.6875 (64.2975)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [105]  [ 940/1251]  eta: 0:02:28  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.1147 (3.9563)  acc1: 42.5781 (41.5926)  acc5: 64.8438 (64.3008)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [105]  [ 950/1251]  eta: 0:02:24  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2279 (3.9588)  acc1: 41.0156 (41.5607)  acc5: 63.6719 (64.2740)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [105]  [ 960/1251]  eta: 0:02:19  lr: 2.796e-02  img/s: 4.99e+02  pen: 5.1e-02  loss: 3.8823 (3.9565)  acc1: 43.3594 (41.5892)  acc5: 66.4062 (64.3076)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [105]  [ 970/1251]  eta: 0:02:14  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.9255 (3.9582)  acc1: 44.1406 (41.5547)  acc5: 66.4062 (64.2721)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [105]  [ 980/1251]  eta: 0:02:09  lr: 2.796e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.3664 (3.9619)  acc1: 37.5000 (41.5066)  acc5: 64.0625 (64.2262)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [105]  [ 990/1251]  eta: 0:02:04  lr: 2.796e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.3664 (3.9623)  acc1: 37.5000 (41.5072)  acc5: 64.0625 (64.2304)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [105]  [1000/1251]  eta: 0:02:00  lr: 2.796e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 3.9574 (3.9627)  acc1: 45.7031 (41.5112)  acc5: 67.1875 (64.2354)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [105]  [1010/1251]  eta: 0:01:55  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.6458 (3.9602)  acc1: 46.4844 (41.5419)  acc5: 71.0938 (64.2897)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [105]  [1020/1251]  eta: 0:01:50  lr: 2.796e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 3.3482 (3.9558)  acc1: 49.6094 (41.6190)  acc5: 73.8281 (64.3628)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [105]  [1030/1251]  eta: 0:01:45  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 3.4439 (3.9588)  acc1: 46.0938 (41.5832)  acc5: 71.4844 (64.3232)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [105]  [1040/1251]  eta: 0:01:40  lr: 2.796e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.0686 (3.9583)  acc1: 41.7969 (41.6021)  acc5: 66.7969 (64.3548)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [105]  [1050/1251]  eta: 0:01:36  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.0686 (3.9590)  acc1: 41.4062 (41.5835)  acc5: 65.2344 (64.3413)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [105]  [1060/1251]  eta: 0:01:31  lr: 2.796e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.2051 (3.9594)  acc1: 41.7969 (41.5929)  acc5: 65.2344 (64.3511)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [105]  [1070/1251]  eta: 0:01:26  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9052 (3.9594)  acc1: 41.7969 (41.5773)  acc5: 65.2344 (64.3503)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [105]  [1080/1251]  eta: 0:01:21  lr: 2.796e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.0687 (3.9607)  acc1: 36.3281 (41.5428)  acc5: 64.0625 (64.3227)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [105]  [1090/1251]  eta: 0:01:17  lr: 2.796e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.0687 (3.9610)  acc1: 36.3281 (41.5237)  acc5: 64.0625 (64.2956)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [105]  [1100/1251]  eta: 0:01:12  lr: 2.796e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.2229 (3.9631)  acc1: 34.7656 (41.4861)  acc5: 60.1562 (64.2573)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [105]  [1110/1251]  eta: 0:01:07  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.1896 (3.9628)  acc1: 40.6250 (41.4910)  acc5: 64.8438 (64.2626)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [105]  [1120/1251]  eta: 0:01:02  lr: 2.796e-02  img/s: 5.08e+02  pen: 5.0e-02  loss: 4.1000 (3.9646)  acc1: 44.1406 (41.4937)  acc5: 66.4062 (64.2514)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [105]  [1130/1251]  eta: 0:00:57  lr: 2.796e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.1621 (3.9663)  acc1: 43.3594 (41.4729)  acc5: 63.2812 (64.2120)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [105]  [1140/1251]  eta: 0:00:53  lr: 2.796e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.1188 (3.9635)  acc1: 43.3594 (41.5185)  acc5: 67.1875 (64.2638)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [105]  [1150/1251]  eta: 0:00:48  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.7027 (3.9656)  acc1: 43.3594 (41.4667)  acc5: 67.5781 (64.1966)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [105]  [1160/1251]  eta: 0:00:43  lr: 2.796e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.1511 (3.9650)  acc1: 41.7969 (41.4486)  acc5: 67.5781 (64.1819)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [105]  [1170/1251]  eta: 0:00:38  lr: 2.796e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.4852 (3.9637)  acc1: 46.8750 (41.4653)  acc5: 67.9688 (64.2023)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [105]  [1180/1251]  eta: 0:00:33  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.6580 (3.9633)  acc1: 47.6562 (41.4777)  acc5: 66.7969 (64.2060)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [105]  [1190/1251]  eta: 0:00:29  lr: 2.796e-02  img/s: 5.38e+02  pen: 4.9e-02  loss: 4.2465 (3.9642)  acc1: 42.1875 (41.4676)  acc5: 63.6719 (64.1947)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [105]  [1200/1251]  eta: 0:00:24  lr: 2.796e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 4.3059 (3.9668)  acc1: 41.7969 (41.4547)  acc5: 64.0625 (64.1845)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [105]  [1210/1251]  eta: 0:00:19  lr: 2.796e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.2108 (3.9637)  acc1: 44.1406 (41.5011)  acc5: 65.6250 (64.2183)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [105]  [1220/1251]  eta: 0:00:14  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8696 (3.9662)  acc1: 44.9219 (41.4734)  acc5: 67.1875 (64.1873)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [105]  [1230/1251]  eta: 0:00:10  lr: 2.796e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4686 (3.9677)  acc1: 41.7969 (41.4646)  acc5: 63.6719 (64.1805)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [105]  [1240/1251]  eta: 0:00:05  lr: 2.796e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.3216 (3.9680)  acc1: 41.7969 (41.4705)  acc5: 63.6719 (64.1846)  time: 0.4741  data: 0.0005  max mem: 42896
Epoch: [105]  [1250/1251]  eta: 0:00:00  lr: 2.796e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.2685 (3.9683)  acc1: 40.6250 (41.4721)  acc5: 63.6719 (64.1852)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [105] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:37  loss: 2.3383 (2.3383)  acc1: 78.5156 (78.5156)  acc5: 91.7969 (91.7969)  time: 3.2174  data: 2.9639  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 60.468 Acc@5 83.624 Loss: 2.893
Test: EMA  [ 0/49]  eta: 0:02:18  loss: 2.1513 (2.1513)  acc1: 78.9062 (78.9062)  acc5: 95.3125 (95.3125)  time: 2.8293  data: 2.5850  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 58.876 Acc@5 82.052 Loss: 2.897
Epoch: [106]  [   0/1251]  eta: 1:08:45  lr: 2.792e-02  img/s: 5.13e+02  pen: 5.0e-02  loss: 4.5848 (4.5848)  acc1: 36.7188 (36.7188)  acc5: 55.4688 (55.4688)  time: 3.2977  data: 2.7987  max mem: 42896
Epoch: [106]  [  10/1251]  eta: 0:15:07  lr: 2.792e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.2786 (4.1736)  acc1: 41.0156 (39.5241)  acc5: 62.5000 (61.6832)  time: 0.7310  data: 0.2547  max mem: 42896
Epoch: [106]  [  20/1251]  eta: 0:12:29  lr: 2.792e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 3.9619 (4.0339)  acc1: 45.7031 (41.3690)  acc5: 67.9688 (63.3185)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [106]  [  30/1251]  eta: 0:11:29  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1166 (4.1090)  acc1: 41.4062 (40.1210)  acc5: 64.8438 (61.8826)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [106]  [  40/1251]  eta: 0:10:58  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.6573 (4.0050)  acc1: 42.9688 (41.2062)  acc5: 65.2344 (63.0621)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [106]  [  50/1251]  eta: 0:10:36  lr: 2.792e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.2791 (3.9597)  acc1: 46.4844 (41.7356)  acc5: 71.0938 (63.7791)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [106]  [  60/1251]  eta: 0:10:20  lr: 2.792e-02  img/s: 5.43e+02  pen: 5.0e-02  loss: 4.0612 (3.9792)  acc1: 44.9219 (41.4191)  acc5: 69.9219 (63.8768)  time: 0.4735  data: 0.0004  max mem: 42896
Epoch: [106]  [  70/1251]  eta: 0:10:07  lr: 2.792e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.1009 (3.9865)  acc1: 40.2344 (41.1257)  acc5: 65.6250 (63.7434)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [106]  [  80/1251]  eta: 0:09:56  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.6000 (4.0733)  acc1: 33.2031 (40.0511)  acc5: 55.0781 (62.3843)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [106]  [  90/1251]  eta: 0:09:46  lr: 2.792e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 4.6730 (4.0599)  acc1: 35.9375 (40.0884)  acc5: 55.8594 (62.3927)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [106]  [ 100/1251]  eta: 0:09:38  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.0560 (4.0725)  acc1: 43.3594 (39.9598)  acc5: 67.9688 (62.3878)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [106]  [ 110/1251]  eta: 0:09:30  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0560 (4.0793)  acc1: 36.3281 (39.8719)  acc5: 68.3594 (62.3663)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [106]  [ 120/1251]  eta: 0:09:23  lr: 2.792e-02  img/s: 5.39e+02  pen: 5.0e-02  loss: 4.2851 (4.0739)  acc1: 40.2344 (39.8922)  acc5: 60.9375 (62.3354)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [106]  [ 130/1251]  eta: 0:09:16  lr: 2.792e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.2851 (4.0668)  acc1: 41.4062 (39.9630)  acc5: 64.8438 (62.4225)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [106]  [ 140/1251]  eta: 0:09:09  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.9987 (4.0639)  acc1: 45.3125 (40.2067)  acc5: 67.1875 (62.6164)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [106]  [ 150/1251]  eta: 0:09:03  lr: 2.792e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.0022 (4.0593)  acc1: 45.3125 (40.3482)  acc5: 67.5781 (62.7354)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [106]  [ 160/1251]  eta: 0:08:57  lr: 2.792e-02  img/s: 5.04e+02  pen: 4.5e-02  loss: 3.5758 (4.0299)  acc1: 46.8750 (40.6323)  acc5: 70.7031 (63.1138)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [106]  [ 170/1251]  eta: 0:08:51  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.1343 (3.9883)  acc1: 50.0000 (41.1184)  acc5: 73.8281 (63.6102)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [106]  [ 180/1251]  eta: 0:08:45  lr: 2.792e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.2371 (3.9976)  acc1: 48.4375 (40.9638)  acc5: 72.6562 (63.5532)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [106]  [ 190/1251]  eta: 0:08:39  lr: 2.792e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.2301 (4.0048)  acc1: 40.2344 (40.9072)  acc5: 64.4531 (63.5042)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [106]  [ 200/1251]  eta: 0:08:34  lr: 2.792e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.1813 (3.9954)  acc1: 40.6250 (41.1128)  acc5: 65.2344 (63.6796)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [106]  [ 210/1251]  eta: 0:08:28  lr: 2.792e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.6511 (3.9771)  acc1: 48.4375 (41.4951)  acc5: 71.4844 (64.0458)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [106]  [ 220/1251]  eta: 0:08:22  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.6511 (3.9699)  acc1: 48.4375 (41.5901)  acc5: 71.4844 (64.1297)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [106]  [ 230/1251]  eta: 0:08:17  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.5646 (3.9590)  acc1: 48.8281 (41.6261)  acc5: 71.4844 (64.2333)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [106]  [ 240/1251]  eta: 0:08:12  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.7699 (3.9536)  acc1: 47.2656 (41.7093)  acc5: 70.3125 (64.3316)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [106]  [ 250/1251]  eta: 0:08:06  lr: 2.792e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.8908 (3.9514)  acc1: 46.4844 (41.7766)  acc5: 68.3594 (64.3660)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [106]  [ 260/1251]  eta: 0:08:01  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.2848 (3.9684)  acc1: 32.0312 (41.3853)  acc5: 58.9844 (63.8619)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [106]  [ 270/1251]  eta: 0:07:56  lr: 2.792e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.5159 (3.9648)  acc1: 35.1562 (41.3990)  acc5: 57.0312 (63.9198)  time: 0.4770  data: 0.0003  max mem: 42896
Epoch: [106]  [ 280/1251]  eta: 0:07:51  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.2176 (3.9767)  acc1: 37.8906 (41.2464)  acc5: 60.1562 (63.7803)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [106]  [ 290/1251]  eta: 0:07:46  lr: 2.792e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.1335 (3.9723)  acc1: 38.6719 (41.2210)  acc5: 64.0625 (63.7819)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [106]  [ 300/1251]  eta: 0:07:40  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.7702 (3.9730)  acc1: 46.0938 (41.1817)  acc5: 67.1875 (63.6991)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [106]  [ 310/1251]  eta: 0:07:35  lr: 2.792e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.9495 (3.9755)  acc1: 43.7500 (41.2053)  acc5: 67.1875 (63.6832)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [106]  [ 320/1251]  eta: 0:07:30  lr: 2.792e-02  img/s: 5.09e+02  pen: 4.5e-02  loss: 3.9495 (3.9682)  acc1: 44.5312 (41.3235)  acc5: 67.9688 (63.8203)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [106]  [ 330/1251]  eta: 0:07:25  lr: 2.792e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.1425 (3.9754)  acc1: 44.5312 (41.1938)  acc5: 67.1875 (63.6471)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [106]  [ 340/1251]  eta: 0:07:20  lr: 2.792e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.1526 (3.9814)  acc1: 43.3594 (41.1565)  acc5: 63.6719 (63.5928)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [106]  [ 350/1251]  eta: 0:07:15  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0758 (3.9871)  acc1: 40.2344 (41.0546)  acc5: 63.6719 (63.5261)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [106]  [ 360/1251]  eta: 0:07:10  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.8973 (3.9764)  acc1: 44.1406 (41.2158)  acc5: 69.1406 (63.6816)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [106]  [ 370/1251]  eta: 0:07:05  lr: 2.792e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.3749 (3.9679)  acc1: 46.4844 (41.3315)  acc5: 72.2656 (63.8267)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [106]  [ 380/1251]  eta: 0:07:00  lr: 2.792e-02  img/s: 5.33e+02  pen: 4.4e-02  loss: 3.3749 (3.9509)  acc1: 48.8281 (41.5641)  acc5: 72.2656 (64.0533)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [106]  [ 390/1251]  eta: 0:06:55  lr: 2.792e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.2924 (3.9455)  acc1: 49.2188 (41.6780)  acc5: 71.8750 (64.1324)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [106]  [ 400/1251]  eta: 0:06:50  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.4401 (3.9435)  acc1: 46.8750 (41.7316)  acc5: 69.5312 (64.1589)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [106]  [ 410/1251]  eta: 0:06:45  lr: 2.792e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.8596 (3.9472)  acc1: 46.8750 (41.6980)  acc5: 69.5312 (64.1499)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [106]  [ 420/1251]  eta: 0:06:40  lr: 2.792e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.7539 (3.9448)  acc1: 41.7969 (41.7245)  acc5: 69.1406 (64.1748)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [106]  [ 430/1251]  eta: 0:06:35  lr: 2.792e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 3.7539 (3.9441)  acc1: 45.7031 (41.6890)  acc5: 69.5312 (64.1377)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [106]  [ 440/1251]  eta: 0:06:30  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.8263 (3.9443)  acc1: 46.4844 (41.6746)  acc5: 69.5312 (64.1112)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [106]  [ 450/1251]  eta: 0:06:25  lr: 2.792e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 3.6520 (3.9406)  acc1: 45.7031 (41.7146)  acc5: 69.5312 (64.2089)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [106]  [ 460/1251]  eta: 0:06:20  lr: 2.792e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.5825 (3.9341)  acc1: 47.2656 (41.8528)  acc5: 71.0938 (64.3608)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [106]  [ 470/1251]  eta: 0:06:15  lr: 2.792e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 3.9648 (3.9391)  acc1: 44.5312 (41.7314)  acc5: 69.1406 (64.2333)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [106]  [ 480/1251]  eta: 0:06:10  lr: 2.792e-02  img/s: 5.09e+02  pen: 4.7e-02  loss: 4.2410 (3.9381)  acc1: 37.8906 (41.7287)  acc5: 65.6250 (64.2420)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [106]  [ 490/1251]  eta: 0:06:05  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.4066 (3.9328)  acc1: 46.0938 (41.7762)  acc5: 68.7500 (64.2709)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [106]  [ 500/1251]  eta: 0:06:00  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.5120 (3.9301)  acc1: 46.8750 (41.7867)  acc5: 71.0938 (64.2902)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [106]  [ 510/1251]  eta: 0:05:56  lr: 2.792e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.7660 (3.9348)  acc1: 43.3594 (41.7342)  acc5: 64.8438 (64.2567)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [106]  [ 520/1251]  eta: 0:05:51  lr: 2.792e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.3165 (3.9352)  acc1: 39.8438 (41.7286)  acc5: 63.2812 (64.2454)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [106]  [ 530/1251]  eta: 0:05:46  lr: 2.792e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 3.9576 (3.9327)  acc1: 44.5312 (41.7961)  acc5: 66.0156 (64.3295)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [106]  [ 540/1251]  eta: 0:05:41  lr: 2.792e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 4.1591 (3.9345)  acc1: 44.5312 (41.7824)  acc5: 68.3594 (64.3470)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [106]  [ 550/1251]  eta: 0:05:36  lr: 2.792e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.3015 (3.9364)  acc1: 41.0156 (41.7345)  acc5: 62.8906 (64.2950)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [106]  [ 560/1251]  eta: 0:05:31  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.5195 (3.9454)  acc1: 32.0312 (41.5852)  acc5: 52.7344 (64.1085)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [106]  [ 570/1251]  eta: 0:05:26  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.4905 (3.9506)  acc1: 38.2812 (41.5595)  acc5: 60.1562 (64.0789)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [106]  [ 580/1251]  eta: 0:05:22  lr: 2.792e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.2072 (3.9532)  acc1: 42.1875 (41.5158)  acc5: 64.0625 (64.0390)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [106]  [ 590/1251]  eta: 0:05:17  lr: 2.792e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.1518 (3.9561)  acc1: 42.1875 (41.4849)  acc5: 65.2344 (64.0024)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [106]  [ 600/1251]  eta: 0:05:12  lr: 2.792e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.4567 (3.9508)  acc1: 46.4844 (41.5200)  acc5: 68.3594 (64.0281)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [106]  [ 610/1251]  eta: 0:05:07  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.4105 (3.9535)  acc1: 47.6562 (41.4638)  acc5: 70.7031 (63.9711)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [106]  [ 620/1251]  eta: 0:05:02  lr: 2.792e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.2812 (3.9556)  acc1: 39.4531 (41.4094)  acc5: 63.6719 (63.9034)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [106]  [ 630/1251]  eta: 0:04:57  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.6297 (3.9502)  acc1: 46.0938 (41.4824)  acc5: 69.1406 (64.0105)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [106]  [ 640/1251]  eta: 0:04:52  lr: 2.792e-02  img/s: 4.96e+02  pen: 4.8e-02  loss: 3.6297 (3.9493)  acc1: 46.4844 (41.5013)  acc5: 70.3125 (64.0345)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [106]  [ 650/1251]  eta: 0:04:48  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8329 (3.9509)  acc1: 43.3594 (41.4681)  acc5: 68.3594 (64.0223)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [106]  [ 660/1251]  eta: 0:04:43  lr: 2.792e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.5989 (3.9470)  acc1: 44.5312 (41.5351)  acc5: 70.7031 (64.1068)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [106]  [ 670/1251]  eta: 0:04:38  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 3.4084 (3.9421)  acc1: 46.4844 (41.6071)  acc5: 71.8750 (64.1789)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [106]  [ 680/1251]  eta: 0:04:33  lr: 2.792e-02  img/s: 5.41e+02  pen: 5.1e-02  loss: 3.2159 (3.9407)  acc1: 44.5312 (41.6282)  acc5: 69.1406 (64.1864)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [106]  [ 690/1251]  eta: 0:04:28  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8301 (3.9415)  acc1: 40.6250 (41.6052)  acc5: 67.1875 (64.1727)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [106]  [ 700/1251]  eta: 0:04:24  lr: 2.792e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 4.0092 (3.9417)  acc1: 41.7969 (41.6096)  acc5: 64.4531 (64.1700)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [106]  [ 710/1251]  eta: 0:04:19  lr: 2.792e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.4137 (3.9356)  acc1: 48.8281 (41.6617)  acc5: 70.7031 (64.2317)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [106]  [ 720/1251]  eta: 0:04:14  lr: 2.792e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 3.6984 (3.9425)  acc1: 42.1875 (41.5601)  acc5: 64.4531 (64.1205)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [106]  [ 730/1251]  eta: 0:04:09  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.5547 (3.9430)  acc1: 35.9375 (41.5644)  acc5: 58.5938 (64.1330)  time: 0.4749  data: 0.0004  max mem: 42896
Epoch: [106]  [ 740/1251]  eta: 0:04:04  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.2350 (3.9427)  acc1: 42.9688 (41.5797)  acc5: 66.0156 (64.1553)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [106]  [ 750/1251]  eta: 0:03:59  lr: 2.792e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 3.9362 (3.9398)  acc1: 46.4844 (41.6169)  acc5: 68.7500 (64.1988)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [106]  [ 760/1251]  eta: 0:03:55  lr: 2.792e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.0052 (3.9432)  acc1: 41.0156 (41.5356)  acc5: 66.7969 (64.1005)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [106]  [ 770/1251]  eta: 0:03:50  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.6188 (3.9457)  acc1: 37.8906 (41.4888)  acc5: 58.9844 (64.0671)  time: 0.4775  data: 0.0003  max mem: 42896
Epoch: [106]  [ 780/1251]  eta: 0:03:45  lr: 2.792e-02  img/s: 5.38e+02  pen: 4.9e-02  loss: 4.5528 (3.9525)  acc1: 39.0625 (41.4178)  acc5: 61.7188 (63.9985)  time: 0.4772  data: 0.0003  max mem: 42896
Epoch: [106]  [ 790/1251]  eta: 0:03:40  lr: 2.792e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.2707 (3.9457)  acc1: 40.2344 (41.5006)  acc5: 64.4531 (64.0921)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [106]  [ 800/1251]  eta: 0:03:35  lr: 2.792e-02  img/s: 5.08e+02  pen: 5.0e-02  loss: 3.4509 (3.9501)  acc1: 44.1406 (41.4204)  acc5: 68.7500 (64.0225)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [106]  [ 810/1251]  eta: 0:03:31  lr: 2.792e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.2315 (3.9475)  acc1: 42.5781 (41.4843)  acc5: 62.1094 (64.0466)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [106]  [ 820/1251]  eta: 0:03:26  lr: 2.792e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 3.7133 (3.9482)  acc1: 47.2656 (41.4947)  acc5: 69.9219 (64.0753)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [106]  [ 830/1251]  eta: 0:03:21  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.9906 (3.9498)  acc1: 42.1875 (41.4843)  acc5: 64.4531 (64.0700)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [106]  [ 840/1251]  eta: 0:03:16  lr: 2.792e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.1451 (3.9488)  acc1: 42.1875 (41.4861)  acc5: 64.4531 (64.0727)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [106]  [ 850/1251]  eta: 0:03:11  lr: 2.792e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.2051 (3.9524)  acc1: 40.6250 (41.4480)  acc5: 63.6719 (64.0317)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [106]  [ 860/1251]  eta: 0:03:07  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3665 (3.9526)  acc1: 39.4531 (41.4475)  acc5: 62.5000 (64.0375)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [106]  [ 870/1251]  eta: 0:03:02  lr: 2.792e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.9021 (3.9519)  acc1: 40.2344 (41.4336)  acc5: 64.4531 (64.0333)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [106]  [ 880/1251]  eta: 0:02:57  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4159 (3.9526)  acc1: 34.7656 (41.4018)  acc5: 61.3281 (64.0031)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [106]  [ 890/1251]  eta: 0:02:52  lr: 2.792e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 4.1613 (3.9550)  acc1: 43.7500 (41.3835)  acc5: 64.4531 (63.9656)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [106]  [ 900/1251]  eta: 0:02:47  lr: 2.792e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 3.6149 (3.9521)  acc1: 46.8750 (41.4154)  acc5: 68.3594 (64.0009)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [106]  [ 910/1251]  eta: 0:02:43  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.6149 (3.9536)  acc1: 46.8750 (41.4037)  acc5: 68.7500 (63.9780)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [106]  [ 920/1251]  eta: 0:02:38  lr: 2.792e-02  img/s: 5.39e+02  pen: 5.1e-02  loss: 4.0591 (3.9550)  acc1: 39.0625 (41.3655)  acc5: 67.1875 (63.9510)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [106]  [ 930/1251]  eta: 0:02:33  lr: 2.792e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.1872 (3.9555)  acc1: 38.2812 (41.3198)  acc5: 58.2031 (63.9211)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [106]  [ 940/1251]  eta: 0:02:28  lr: 2.792e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.3145 (3.9574)  acc1: 40.6250 (41.3178)  acc5: 63.6719 (63.9122)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [106]  [ 950/1251]  eta: 0:02:23  lr: 2.792e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.3551 (3.9627)  acc1: 38.6719 (41.2666)  acc5: 62.8906 (63.8522)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [106]  [ 960/1251]  eta: 0:02:19  lr: 2.792e-02  img/s: 5.08e+02  pen: 5.1e-02  loss: 4.5799 (3.9668)  acc1: 33.5938 (41.2055)  acc5: 54.2969 (63.7808)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [106]  [ 970/1251]  eta: 0:02:14  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2280 (3.9655)  acc1: 40.2344 (41.2381)  acc5: 60.5469 (63.8078)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [106]  [ 980/1251]  eta: 0:02:09  lr: 2.792e-02  img/s: 5.39e+02  pen: 5.0e-02  loss: 4.2072 (3.9684)  acc1: 41.0156 (41.1980)  acc5: 64.4531 (63.7730)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [106]  [ 990/1251]  eta: 0:02:04  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.5238 (3.9732)  acc1: 37.5000 (41.1697)  acc5: 59.7656 (63.7310)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [106]  [1000/1251]  eta: 0:02:00  lr: 2.792e-02  img/s: 5.38e+02  pen: 4.6e-02  loss: 4.3525 (3.9721)  acc1: 41.0156 (41.1862)  acc5: 60.5469 (63.7324)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [106]  [1010/1251]  eta: 0:01:55  lr: 2.792e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 3.9135 (3.9749)  acc1: 36.7188 (41.1559)  acc5: 60.9375 (63.6981)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [106]  [1020/1251]  eta: 0:01:50  lr: 2.792e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.9693 (3.9732)  acc1: 42.9688 (41.1786)  acc5: 67.9688 (63.7308)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [106]  [1030/1251]  eta: 0:01:45  lr: 2.792e-02  img/s: 5.37e+02  pen: 4.2e-02  loss: 3.8441 (3.9727)  acc1: 45.3125 (41.1933)  acc5: 69.1406 (63.7511)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [106]  [1040/1251]  eta: 0:01:40  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.8441 (3.9705)  acc1: 45.3125 (41.2333)  acc5: 69.1406 (63.7901)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [106]  [1050/1251]  eta: 0:01:36  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.9754 (3.9729)  acc1: 44.9219 (41.1858)  acc5: 67.5781 (63.7306)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [106]  [1060/1251]  eta: 0:01:31  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.9781 (3.9726)  acc1: 45.3125 (41.2078)  acc5: 64.8438 (63.7514)  time: 0.4770  data: 0.0003  max mem: 42896
Epoch: [106]  [1070/1251]  eta: 0:01:26  lr: 2.792e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 3.9781 (3.9732)  acc1: 45.7031 (41.2148)  acc5: 67.9688 (63.7689)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [106]  [1080/1251]  eta: 0:01:21  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1029 (3.9746)  acc1: 45.3125 (41.2162)  acc5: 67.5781 (63.7669)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [106]  [1090/1251]  eta: 0:01:16  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.7071 (3.9725)  acc1: 45.7031 (41.2297)  acc5: 66.7969 (63.7750)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [106]  [1100/1251]  eta: 0:01:12  lr: 2.792e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.2733 (3.9713)  acc1: 44.5312 (41.2498)  acc5: 69.5312 (63.8099)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [106]  [1110/1251]  eta: 0:01:07  lr: 2.792e-02  img/s: 5.36e+02  pen: 4.7e-02  loss: 3.8800 (3.9692)  acc1: 44.5312 (41.2835)  acc5: 69.9219 (63.8568)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [106]  [1120/1251]  eta: 0:01:02  lr: 2.792e-02  img/s: 4.95e+02  pen: 3.9e-02  loss: 3.9013 (3.9718)  acc1: 43.7500 (41.2449)  acc5: 69.9219 (63.8102)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [106]  [1130/1251]  eta: 0:00:57  lr: 2.792e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.3166 (3.9740)  acc1: 41.4062 (41.2222)  acc5: 61.7188 (63.7845)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [106]  [1140/1251]  eta: 0:00:53  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.1682 (3.9742)  acc1: 41.7969 (41.2197)  acc5: 63.2812 (63.7742)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [106]  [1150/1251]  eta: 0:00:48  lr: 2.792e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 3.5431 (3.9713)  acc1: 48.4375 (41.2644)  acc5: 69.5312 (63.8202)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [106]  [1160/1251]  eta: 0:00:43  lr: 2.792e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 3.9276 (3.9735)  acc1: 44.9219 (41.2538)  acc5: 68.3594 (63.8085)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [106]  [1170/1251]  eta: 0:00:38  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2752 (3.9742)  acc1: 43.7500 (41.2445)  acc5: 65.6250 (63.7993)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [106]  [1180/1251]  eta: 0:00:33  lr: 2.792e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 4.2698 (3.9744)  acc1: 44.1406 (41.2564)  acc5: 66.7969 (63.8105)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [106]  [1190/1251]  eta: 0:00:29  lr: 2.792e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.1238 (3.9746)  acc1: 44.5312 (41.2783)  acc5: 67.5781 (63.8241)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [106]  [1200/1251]  eta: 0:00:24  lr: 2.792e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.0225 (3.9749)  acc1: 43.7500 (41.2927)  acc5: 66.7969 (63.8430)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [106]  [1210/1251]  eta: 0:00:19  lr: 2.792e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.1203 (3.9801)  acc1: 41.4062 (41.2375)  acc5: 64.8438 (63.7709)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [106]  [1220/1251]  eta: 0:00:14  lr: 2.792e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 4.5894 (3.9789)  acc1: 37.5000 (41.2370)  acc5: 62.1094 (63.7704)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [106]  [1230/1251]  eta: 0:00:10  lr: 2.792e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 3.7875 (3.9790)  acc1: 46.0938 (41.2460)  acc5: 67.5781 (63.7788)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [106]  [1240/1251]  eta: 0:00:05  lr: 2.792e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.8394 (3.9769)  acc1: 45.7031 (41.2649)  acc5: 68.3594 (63.7959)  time: 0.4741  data: 0.0007  max mem: 42896
Epoch: [106]  [1250/1251]  eta: 0:00:00  lr: 2.792e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.8394 (3.9765)  acc1: 45.7031 (41.2717)  acc5: 68.3594 (63.7899)  time: 0.4752  data: 0.0006  max mem: 42896
Epoch: [106] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:22  loss: 2.1882 (2.1882)  acc1: 78.5156 (78.5156)  acc5: 94.1406 (94.1406)  time: 2.9184  data: 2.6588  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 60.258 Acc@5 83.416 Loss: 2.838
Test: EMA  [ 0/49]  eta: 0:02:16  loss: 2.1374 (2.1374)  acc1: 79.2969 (79.2969)  acc5: 94.9219 (94.9219)  time: 2.7953  data: 2.5480  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 59.210 Acc@5 82.290 Loss: 2.877
Epoch: [107]  [   0/1251]  eta: 1:16:35  lr: 2.788e-02  img/s: 4.96e+02  pen: 4.8e-02  loss: 4.8716 (4.8716)  acc1: 27.3438 (27.3438)  acc5: 44.9219 (44.9219)  time: 3.6736  data: 3.1578  max mem: 42896
Epoch: [107]  [  10/1251]  eta: 0:15:48  lr: 2.788e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.7227 (3.9425)  acc1: 44.5312 (40.5185)  acc5: 67.9688 (63.4233)  time: 0.7645  data: 0.2874  max mem: 42896
Epoch: [107]  [  20/1251]  eta: 0:12:50  lr: 2.788e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.3656 (3.8256)  acc1: 45.3125 (40.6250)  acc5: 69.1406 (63.8021)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [107]  [  30/1251]  eta: 0:11:44  lr: 2.788e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.2436 (3.8359)  acc1: 41.0156 (40.6124)  acc5: 69.1406 (64.0499)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [107]  [  40/1251]  eta: 0:11:09  lr: 2.788e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.0751 (3.8516)  acc1: 41.4062 (41.0823)  acc5: 65.6250 (64.3769)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [107]  [  50/1251]  eta: 0:10:45  lr: 2.788e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.1217 (3.9261)  acc1: 41.7969 (40.5944)  acc5: 65.6250 (63.8251)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [107]  [  60/1251]  eta: 0:10:27  lr: 2.788e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.3187 (3.9400)  acc1: 36.7188 (40.8171)  acc5: 63.2812 (63.9152)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [107]  [  70/1251]  eta: 0:10:14  lr: 2.788e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1844 (3.9304)  acc1: 43.3594 (41.1587)  acc5: 64.4531 (64.2441)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [107]  [  80/1251]  eta: 0:10:02  lr: 2.788e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.9706 (3.9384)  acc1: 44.5312 (41.0542)  acc5: 64.4531 (64.2843)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [107]  [  90/1251]  eta: 0:09:51  lr: 2.788e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.9789 (3.9490)  acc1: 41.7969 (40.8611)  acc5: 63.6719 (64.0840)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [107]  [ 100/1251]  eta: 0:09:43  lr: 2.788e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.1606 (3.9538)  acc1: 44.1406 (41.1510)  acc5: 67.1875 (64.3835)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [107]  [ 110/1251]  eta: 0:09:34  lr: 2.788e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.8718 (3.9272)  acc1: 47.6562 (41.7406)  acc5: 70.3125 (64.7347)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [107]  [ 120/1251]  eta: 0:09:26  lr: 2.788e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.0063 (3.9402)  acc1: 43.7500 (41.6322)  acc5: 67.9688 (64.6662)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [107]  [ 130/1251]  eta: 0:09:19  lr: 2.788e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.2075 (3.9342)  acc1: 43.3594 (41.6060)  acc5: 66.7969 (64.5873)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [107]  [ 140/1251]  eta: 0:09:12  lr: 2.788e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.5102 (3.9214)  acc1: 45.7031 (41.6694)  acc5: 69.5312 (64.7274)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [107]  [ 150/1251]  eta: 0:09:05  lr: 2.788e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.6698 (3.9206)  acc1: 44.9219 (41.6753)  acc5: 69.5312 (64.6394)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [107]  [ 160/1251]  eta: 0:08:59  lr: 2.788e-02  img/s: 5.05e+02  pen: 5.3e-02  loss: 4.1292 (3.9375)  acc1: 44.5312 (41.4572)  acc5: 66.0156 (64.3342)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [107]  [ 170/1251]  eta: 0:08:53  lr: 2.788e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.4179 (3.9447)  acc1: 38.6719 (41.3606)  acc5: 64.4531 (64.1562)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [107]  [ 180/1251]  eta: 0:08:47  lr: 2.788e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.9209 (3.9456)  acc1: 41.7969 (41.3825)  acc5: 64.4531 (64.1553)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [107]  [ 190/1251]  eta: 0:08:41  lr: 2.788e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.1548 (3.9658)  acc1: 39.4531 (41.1751)  acc5: 64.0625 (63.9766)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [107]  [ 200/1251]  eta: 0:08:35  lr: 2.788e-02  img/s: 5.41e+02  pen: 5.1e-02  loss: 4.2205 (3.9699)  acc1: 39.4531 (41.1672)  acc5: 64.0625 (63.9925)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [107]  [ 210/1251]  eta: 0:08:30  lr: 2.788e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.1871 (3.9688)  acc1: 43.7500 (41.1526)  acc5: 66.4062 (63.9662)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [107]  [ 220/1251]  eta: 0:08:24  lr: 2.788e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 3.6318 (3.9573)  acc1: 44.9219 (41.3621)  acc5: 69.9219 (64.2198)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [107]  [ 230/1251]  eta: 0:08:18  lr: 2.788e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.5792 (3.9440)  acc1: 47.2656 (41.5551)  acc5: 69.9219 (64.4497)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [107]  [ 240/1251]  eta: 0:08:13  lr: 2.788e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.5593 (3.9355)  acc1: 46.4844 (41.6348)  acc5: 69.9219 (64.5714)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [107]  [ 250/1251]  eta: 0:08:08  lr: 2.788e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.2231 (3.9330)  acc1: 46.4844 (41.6475)  acc5: 69.9219 (64.5558)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [107]  [ 260/1251]  eta: 0:08:02  lr: 2.788e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.5451 (3.9296)  acc1: 46.4844 (41.6921)  acc5: 69.9219 (64.6088)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [107]  [ 270/1251]  eta: 0:07:57  lr: 2.788e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.7931 (3.9313)  acc1: 44.1406 (41.7176)  acc5: 67.9688 (64.6520)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [107]  [ 280/1251]  eta: 0:07:52  lr: 2.788e-02  img/s: 5.42e+02  pen: 5.3e-02  loss: 4.1932 (3.9340)  acc1: 41.7969 (41.5369)  acc5: 66.7969 (64.5296)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [107]  [ 290/1251]  eta: 0:07:47  lr: 2.788e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.8639 (3.9252)  acc1: 43.3594 (41.6922)  acc5: 67.1875 (64.7055)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [107]  [ 300/1251]  eta: 0:07:41  lr: 2.788e-02  img/s: 5.39e+02  pen: 5.0e-02  loss: 3.8639 (3.9275)  acc1: 46.4844 (41.6762)  acc5: 67.9688 (64.6569)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [107]  [ 310/1251]  eta: 0:07:36  lr: 2.788e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.8871 (3.9277)  acc1: 46.8750 (41.7416)  acc5: 71.0938 (64.7031)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [107]  [ 320/1251]  eta: 0:07:31  lr: 2.788e-02  img/s: 5.11e+02  pen: 3.9e-02  loss: 3.8871 (3.9318)  acc1: 43.3594 (41.7470)  acc5: 69.5312 (64.7038)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [107]  [ 330/1251]  eta: 0:07:26  lr: 2.788e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.4621 (3.9469)  acc1: 36.3281 (41.5479)  acc5: 59.3750 (64.5239)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [107]  [ 340/1251]  eta: 0:07:21  lr: 2.788e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.2211 (3.9454)  acc1: 40.2344 (41.6228)  acc5: 64.0625 (64.5952)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [107]  [ 350/1251]  eta: 0:07:16  lr: 2.788e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8711 (3.9456)  acc1: 44.1406 (41.6511)  acc5: 67.9688 (64.6256)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [107]  [ 360/1251]  eta: 0:07:11  lr: 2.788e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.2813 (3.9345)  acc1: 47.2656 (41.7796)  acc5: 71.0938 (64.7518)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [107]  [ 370/1251]  eta: 0:07:06  lr: 2.788e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.3476 (3.9307)  acc1: 47.2656 (41.8443)  acc5: 71.4844 (64.8290)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [107]  [ 380/1251]  eta: 0:07:01  lr: 2.788e-02  img/s: 5.37e+02  pen: 4.6e-02  loss: 3.7126 (3.9321)  acc1: 41.4062 (41.8174)  acc5: 65.6250 (64.7884)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [107]  [ 390/1251]  eta: 0:06:56  lr: 2.788e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.7043 (3.9314)  acc1: 41.4062 (41.8169)  acc5: 63.6719 (64.7938)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [107]  [ 400/1251]  eta: 0:06:51  lr: 2.788e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 3.5877 (3.9221)  acc1: 47.2656 (41.9644)  acc5: 70.3125 (64.9499)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [107]  [ 410/1251]  eta: 0:06:46  lr: 2.788e-02  img/s: 5.37e+02  pen: 4.7e-02  loss: 3.5877 (3.9169)  acc1: 47.2656 (42.0402)  acc5: 71.4844 (65.0167)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [107]  [ 420/1251]  eta: 0:06:41  lr: 2.788e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.6116 (3.9142)  acc1: 45.7031 (42.0956)  acc5: 71.0938 (65.0924)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [107]  [ 430/1251]  eta: 0:06:36  lr: 2.788e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.6116 (3.9135)  acc1: 48.0469 (42.0806)  acc5: 71.0938 (65.0649)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [107]  [ 440/1251]  eta: 0:06:31  lr: 2.788e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.3552 (3.9268)  acc1: 37.8906 (41.9563)  acc5: 62.8906 (64.9314)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [107]  [ 450/1251]  eta: 0:06:26  lr: 2.788e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.2907 (3.9269)  acc1: 37.8906 (41.9580)  acc5: 62.8906 (64.8966)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [107]  [ 460/1251]  eta: 0:06:21  lr: 2.788e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 3.4211 (3.9223)  acc1: 47.6562 (42.0426)  acc5: 69.9219 (64.9471)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [107]  [ 470/1251]  eta: 0:06:16  lr: 2.788e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.3483 (3.9152)  acc1: 48.8281 (42.1270)  acc5: 69.9219 (65.0221)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [107]  [ 480/1251]  eta: 0:06:11  lr: 2.788e-02  img/s: 5.04e+02  pen: 4.3e-02  loss: 3.6333 (3.9218)  acc1: 44.1406 (42.0381)  acc5: 66.4062 (64.8860)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [107]  [ 490/1251]  eta: 0:06:06  lr: 2.788e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3784 (3.9254)  acc1: 36.7188 (42.0037)  acc5: 60.1562 (64.8788)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [107]  [ 500/1251]  eta: 0:06:01  lr: 2.788e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1371 (3.9275)  acc1: 41.7969 (42.0160)  acc5: 67.1875 (64.8718)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [107]  [ 510/1251]  eta: 0:05:56  lr: 2.788e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.7230 (3.9237)  acc1: 43.7500 (42.0790)  acc5: 67.5781 (64.9217)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [107]  [ 520/1251]  eta: 0:05:51  lr: 2.788e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.7136 (3.9222)  acc1: 44.9219 (42.1335)  acc5: 69.9219 (65.0049)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [107]  [ 530/1251]  eta: 0:05:46  lr: 2.788e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.0547 (3.9286)  acc1: 41.4062 (42.0382)  acc5: 65.2344 (64.9019)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [107]  [ 540/1251]  eta: 0:05:41  lr: 2.788e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.5211 (3.9333)  acc1: 39.0625 (41.9001)  acc5: 61.7188 (64.7528)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [107]  [ 550/1251]  eta: 0:05:37  lr: 2.788e-02  img/s: 5.37e+02  pen: 4.8e-02  loss: 4.6216 (3.9385)  acc1: 32.8125 (41.7855)  acc5: 54.2969 (64.6105)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [107]  [ 560/1251]  eta: 0:05:32  lr: 2.788e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 4.1704 (3.9380)  acc1: 39.0625 (41.8192)  acc5: 62.5000 (64.6732)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [107]  [ 570/1251]  eta: 0:05:27  lr: 2.788e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.1159 (3.9408)  acc1: 41.7969 (41.8017)  acc5: 67.1875 (64.6365)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [107]  [ 580/1251]  eta: 0:05:22  lr: 2.788e-02  img/s: 5.38e+02  pen: 4.8e-02  loss: 4.0690 (3.9394)  acc1: 44.5312 (41.8231)  acc5: 65.2344 (64.6306)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [107]  [ 590/1251]  eta: 0:05:17  lr: 2.788e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.0690 (3.9425)  acc1: 43.3594 (41.8048)  acc5: 69.1406 (64.5853)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [107]  [ 600/1251]  eta: 0:05:12  lr: 2.788e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.9422 (3.9393)  acc1: 48.0469 (41.8684)  acc5: 69.1406 (64.6462)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [107]  [ 610/1251]  eta: 0:05:07  lr: 2.788e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.0271 (3.9445)  acc1: 45.7031 (41.8359)  acc5: 69.1406 (64.6014)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [107]  [ 620/1251]  eta: 0:05:02  lr: 2.788e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.2533 (3.9466)  acc1: 42.9688 (41.8038)  acc5: 64.4531 (64.5544)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [107]  [ 630/1251]  eta: 0:04:58  lr: 2.788e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.4218 (3.9464)  acc1: 42.5781 (41.8353)  acc5: 64.4531 (64.6023)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [107]  [ 640/1251]  eta: 0:04:53  lr: 2.788e-02  img/s: 5.12e+02  pen: 4.9e-02  loss: 4.3941 (3.9480)  acc1: 41.7969 (41.8170)  acc5: 65.6250 (64.5945)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [107]  [ 650/1251]  eta: 0:04:48  lr: 2.788e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.3941 (3.9514)  acc1: 38.6719 (41.7843)  acc5: 64.0625 (64.5341)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [107]  [ 660/1251]  eta: 0:04:43  lr: 2.788e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 4.4865 (3.9611)  acc1: 33.5938 (41.6663)  acc5: 56.2500 (64.3751)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [107]  [ 670/1251]  eta: 0:04:38  lr: 2.788e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.9491 (3.9531)  acc1: 44.9219 (41.7270)  acc5: 68.7500 (64.4426)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [107]  [ 680/1251]  eta: 0:04:33  lr: 2.788e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.3463 (3.9555)  acc1: 49.2188 (41.7269)  acc5: 70.7031 (64.4222)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [107]  [ 690/1251]  eta: 0:04:29  lr: 2.788e-02  img/s: 5.38e+02  pen: 4.1e-02  loss: 4.2208 (3.9577)  acc1: 42.1875 (41.7262)  acc5: 64.4531 (64.4034)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [107]  [ 700/1251]  eta: 0:04:24  lr: 2.788e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.2089 (3.9565)  acc1: 39.0625 (41.7255)  acc5: 60.1562 (64.4019)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [107]  [ 710/1251]  eta: 0:04:19  lr: 2.788e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.7700 (3.9568)  acc1: 41.7969 (41.7035)  acc5: 64.8438 (64.3817)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [107]  [ 720/1251]  eta: 0:04:14  lr: 2.788e-02  img/s: 5.37e+02  pen: 4.8e-02  loss: 4.1804 (3.9569)  acc1: 41.7969 (41.7357)  acc5: 64.4531 (64.4092)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [107]  [ 730/1251]  eta: 0:04:09  lr: 2.788e-02  img/s: 5.41e+02  pen: 3.7e-02  loss: 4.3146 (3.9597)  acc1: 42.1875 (41.7397)  acc5: 62.5000 (64.4066)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [107]  [ 740/1251]  eta: 0:04:04  lr: 2.788e-02  img/s: 5.39e+02  pen: 3.9e-02  loss: 4.4281 (3.9635)  acc1: 41.7969 (41.7394)  acc5: 62.5000 (64.3914)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [107]  [ 750/1251]  eta: 0:04:00  lr: 2.788e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.4281 (3.9649)  acc1: 41.7969 (41.7235)  acc5: 61.7188 (64.3569)  time: 0.4774  data: 0.0004  max mem: 42896
Epoch: [107]  [ 760/1251]  eta: 0:03:55  lr: 2.788e-02  img/s: 5.37e+02  pen: 4.4e-02  loss: 3.4655 (3.9593)  acc1: 47.6562 (41.7584)  acc5: 68.3594 (64.3864)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [107]  [ 770/1251]  eta: 0:03:50  lr: 2.788e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 3.4786 (3.9579)  acc1: 47.6562 (41.7746)  acc5: 69.1406 (64.4177)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [107]  [ 780/1251]  eta: 0:03:45  lr: 2.788e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 3.7299 (3.9595)  acc1: 42.5781 (41.7239)  acc5: 67.5781 (64.3846)  time: 0.4771  data: 0.0004  max mem: 42896
Epoch: [107]  [ 790/1251]  eta: 0:03:40  lr: 2.788e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4126 (3.9620)  acc1: 37.8906 (41.6695)  acc5: 59.3750 (64.3223)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [107]  [ 800/1251]  eta: 0:03:36  lr: 2.788e-02  img/s: 5.03e+02  pen: 4.2e-02  loss: 3.7757 (3.9616)  acc1: 44.5312 (41.6837)  acc5: 69.1406 (64.3332)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [107]  [ 810/1251]  eta: 0:03:31  lr: 2.788e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 3.8102 (3.9641)  acc1: 37.5000 (41.6129)  acc5: 65.6250 (64.2744)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [107]  [ 820/1251]  eta: 0:03:26  lr: 2.788e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3766 (3.9648)  acc1: 38.2812 (41.6280)  acc5: 65.2344 (64.2947)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [107]  [ 830/1251]  eta: 0:03:21  lr: 2.788e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.9137 (3.9628)  acc1: 45.3125 (41.6869)  acc5: 69.5312 (64.3492)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [107]  [ 840/1251]  eta: 0:03:16  lr: 2.788e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.1003 (3.9670)  acc1: 42.9688 (41.6617)  acc5: 69.1406 (64.3254)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [107]  [ 850/1251]  eta: 0:03:12  lr: 2.788e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.1083 (3.9655)  acc1: 43.3594 (41.7165)  acc5: 67.5781 (64.3687)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [107]  [ 860/1251]  eta: 0:03:07  lr: 2.788e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.7244 (3.9639)  acc1: 46.8750 (41.7615)  acc5: 68.7500 (64.3996)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [107]  [ 870/1251]  eta: 0:03:02  lr: 2.788e-02  img/s: 5.37e+02  pen: 3.9e-02  loss: 4.1100 (3.9664)  acc1: 45.3125 (41.7305)  acc5: 68.7500 (64.3809)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [107]  [ 880/1251]  eta: 0:02:57  lr: 2.788e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.2422 (3.9683)  acc1: 42.1875 (41.7140)  acc5: 67.1875 (64.3742)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [107]  [ 890/1251]  eta: 0:02:52  lr: 2.788e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2122 (3.9682)  acc1: 43.3594 (41.7022)  acc5: 67.9688 (64.3725)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [107]  [ 900/1251]  eta: 0:02:48  lr: 2.788e-02  img/s: 5.40e+02  pen: 3.6e-02  loss: 3.4172 (3.9646)  acc1: 47.2656 (41.7405)  acc5: 70.7031 (64.4041)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [107]  [ 910/1251]  eta: 0:02:43  lr: 2.788e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.4172 (3.9644)  acc1: 48.4375 (41.7343)  acc5: 72.2656 (64.3965)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [107]  [ 920/1251]  eta: 0:02:38  lr: 2.788e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.5773 (3.9646)  acc1: 44.1406 (41.7248)  acc5: 61.3281 (64.3713)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [107]  [ 930/1251]  eta: 0:02:33  lr: 2.788e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.6019 (3.9624)  acc1: 46.4844 (41.7553)  acc5: 71.4844 (64.4003)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [107]  [ 940/1251]  eta: 0:02:28  lr: 2.788e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.7917 (3.9626)  acc1: 46.4844 (41.7562)  acc5: 71.4844 (64.4021)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [107]  [ 950/1251]  eta: 0:02:24  lr: 2.788e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.4092 (3.9573)  acc1: 48.4375 (41.8343)  acc5: 71.8750 (64.4757)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [107]  [ 960/1251]  eta: 0:02:19  lr: 2.788e-02  img/s: 4.97e+02  pen: 4.5e-02  loss: 3.1493 (3.9542)  acc1: 49.2188 (41.8814)  acc5: 73.4375 (64.5206)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [107]  [ 970/1251]  eta: 0:02:14  lr: 2.788e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 3.6426 (3.9540)  acc1: 46.8750 (41.9160)  acc5: 69.9219 (64.5569)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [107]  [ 980/1251]  eta: 0:02:09  lr: 2.788e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.2005 (3.9551)  acc1: 42.1875 (41.8626)  acc5: 66.7969 (64.5117)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [107]  [ 990/1251]  eta: 0:02:04  lr: 2.788e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.5285 (3.9577)  acc1: 37.1094 (41.8540)  acc5: 60.9375 (64.5024)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [107]  [1000/1251]  eta: 0:02:00  lr: 2.788e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0981 (3.9541)  acc1: 44.5312 (41.9097)  acc5: 67.9688 (64.5663)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [107]  [1010/1251]  eta: 0:01:55  lr: 2.788e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 3.4928 (3.9511)  acc1: 47.6562 (41.9499)  acc5: 71.4844 (64.5984)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [107]  [1020/1251]  eta: 0:01:50  lr: 2.788e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.7630 (3.9533)  acc1: 46.0938 (41.8933)  acc5: 66.7969 (64.5530)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [107]  [1030/1251]  eta: 0:01:45  lr: 2.788e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.1706 (3.9540)  acc1: 34.7656 (41.8958)  acc5: 59.7656 (64.5369)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [107]  [1040/1251]  eta: 0:01:40  lr: 2.788e-02  img/s: 5.38e+02  pen: 4.8e-02  loss: 4.0582 (3.9532)  acc1: 46.4844 (41.9124)  acc5: 66.0156 (64.5548)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [107]  [1050/1251]  eta: 0:01:36  lr: 2.788e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.3106 (3.9557)  acc1: 37.5000 (41.8775)  acc5: 60.1562 (64.5145)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [107]  [1060/1251]  eta: 0:01:31  lr: 2.788e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.3894 (3.9583)  acc1: 35.1562 (41.8481)  acc5: 60.9375 (64.4855)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [107]  [1070/1251]  eta: 0:01:26  lr: 2.788e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.3894 (3.9602)  acc1: 35.1562 (41.7961)  acc5: 60.9375 (64.4312)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [107]  [1080/1251]  eta: 0:01:21  lr: 2.788e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.7675 (3.9579)  acc1: 45.7031 (41.8243)  acc5: 68.3594 (64.4647)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [107]  [1090/1251]  eta: 0:01:16  lr: 2.788e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0075 (3.9617)  acc1: 41.7969 (41.7836)  acc5: 64.4531 (64.4069)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [107]  [1100/1251]  eta: 0:01:12  lr: 2.788e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.0075 (3.9597)  acc1: 41.7969 (41.7916)  acc5: 61.3281 (64.4215)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [107]  [1110/1251]  eta: 0:01:07  lr: 2.788e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.7395 (3.9600)  acc1: 45.7031 (41.8011)  acc5: 67.9688 (64.4310)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [107]  [1120/1251]  eta: 0:01:02  lr: 2.788e-02  img/s: 5.06e+02  pen: 4.4e-02  loss: 4.0431 (3.9611)  acc1: 44.1406 (41.7721)  acc5: 67.1875 (64.4064)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [107]  [1130/1251]  eta: 0:00:57  lr: 2.788e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.0039 (3.9616)  acc1: 43.7500 (41.7613)  acc5: 67.9688 (64.3979)  time: 0.4771  data: 0.0004  max mem: 42896
Epoch: [107]  [1140/1251]  eta: 0:00:53  lr: 2.788e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 3.7475 (3.9603)  acc1: 46.8750 (41.7774)  acc5: 69.1406 (64.4076)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [107]  [1150/1251]  eta: 0:00:48  lr: 2.788e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 3.7815 (3.9617)  acc1: 46.8750 (41.7633)  acc5: 68.3594 (64.3985)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [107]  [1160/1251]  eta: 0:00:43  lr: 2.788e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.4896 (3.9658)  acc1: 35.9375 (41.6939)  acc5: 59.7656 (64.3212)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [107]  [1170/1251]  eta: 0:00:38  lr: 2.788e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.1694 (3.9638)  acc1: 38.2812 (41.7308)  acc5: 59.7656 (64.3624)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [107]  [1180/1251]  eta: 0:00:33  lr: 2.788e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.4563 (3.9641)  acc1: 48.0469 (41.7347)  acc5: 71.4844 (64.3615)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [107]  [1190/1251]  eta: 0:00:29  lr: 2.788e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0956 (3.9662)  acc1: 42.5781 (41.7205)  acc5: 65.6250 (64.3511)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [107]  [1200/1251]  eta: 0:00:24  lr: 2.788e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0956 (3.9644)  acc1: 42.9688 (41.7500)  acc5: 67.5781 (64.3861)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [107]  [1210/1251]  eta: 0:00:19  lr: 2.788e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.0809 (3.9656)  acc1: 42.9688 (41.7220)  acc5: 67.5781 (64.3596)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [107]  [1220/1251]  eta: 0:00:14  lr: 2.788e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.1992 (3.9669)  acc1: 40.2344 (41.6955)  acc5: 60.9375 (64.3312)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [107]  [1230/1251]  eta: 0:00:10  lr: 2.788e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 3.8854 (3.9660)  acc1: 41.7969 (41.6890)  acc5: 68.3594 (64.3284)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [107]  [1240/1251]  eta: 0:00:05  lr: 2.788e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.9919 (3.9675)  acc1: 42.5781 (41.6521)  acc5: 66.0156 (64.2882)  time: 0.4738  data: 0.0006  max mem: 42896
Epoch: [107]  [1250/1251]  eta: 0:00:00  lr: 2.788e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.8825 (3.9664)  acc1: 44.5312 (41.6760)  acc5: 66.7969 (64.3092)  time: 0.4749  data: 0.0005  max mem: 42896
Epoch: [107] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:18  loss: 2.2538 (2.2538)  acc1: 79.6875 (79.6875)  acc5: 93.7500 (93.7500)  time: 2.8204  data: 2.5713  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 60.568 Acc@5 83.662 Loss: 2.874
Test: EMA  [ 0/49]  eta: 0:02:13  loss: 2.1265 (2.1265)  acc1: 79.2969 (79.2969)  acc5: 95.3125 (95.3125)  time: 2.7260  data: 2.4771  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 59.516 Acc@5 82.510 Loss: 2.860
Epoch: [108]  [   0/1251]  eta: 1:16:36  lr: 2.784e-02  img/s: 5.09e+02  pen: 4.3e-02  loss: 3.2969 (3.2969)  acc1: 48.8281 (48.8281)  acc5: 71.8750 (71.8750)  time: 3.6746  data: 3.1716  max mem: 42896
Epoch: [108]  [  10/1251]  eta: 0:15:49  lr: 2.784e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.8415 (3.8617)  acc1: 47.6562 (43.0043)  acc5: 71.8750 (67.2940)  time: 0.7647  data: 0.2886  max mem: 42896
Epoch: [108]  [  20/1251]  eta: 0:12:50  lr: 2.784e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.6649 (3.8681)  acc1: 46.4844 (42.6711)  acc5: 69.1406 (66.0714)  time: 0.4733  data: 0.0003  max mem: 42896
Epoch: [108]  [  30/1251]  eta: 0:11:43  lr: 2.784e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.9743 (3.9472)  acc1: 43.7500 (41.7465)  acc5: 65.6250 (64.9824)  time: 0.4728  data: 0.0003  max mem: 42896
Epoch: [108]  [  40/1251]  eta: 0:11:08  lr: 2.784e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.2895 (3.9753)  acc1: 41.4062 (40.9299)  acc5: 64.4531 (63.9577)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [108]  [  50/1251]  eta: 0:10:44  lr: 2.784e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.5861 (3.9026)  acc1: 42.9688 (41.9654)  acc5: 70.3125 (64.9663)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [108]  [  60/1251]  eta: 0:10:27  lr: 2.784e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.4042 (3.9320)  acc1: 46.8750 (41.7136)  acc5: 71.8750 (64.5876)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [108]  [  70/1251]  eta: 0:10:14  lr: 2.784e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 3.6085 (3.8901)  acc1: 45.3125 (42.3305)  acc5: 69.5312 (65.2839)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [108]  [  80/1251]  eta: 0:10:02  lr: 2.784e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.4896 (3.8592)  acc1: 48.0469 (42.9929)  acc5: 69.5312 (65.7215)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [108]  [  90/1251]  eta: 0:09:51  lr: 2.784e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.4896 (3.8787)  acc1: 48.4375 (43.0589)  acc5: 68.7500 (65.6422)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [108]  [ 100/1251]  eta: 0:09:43  lr: 2.784e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.2714 (3.9094)  acc1: 41.4062 (42.7676)  acc5: 64.4531 (65.3040)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [108]  [ 110/1251]  eta: 0:09:34  lr: 2.784e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1187 (3.8996)  acc1: 42.5781 (42.9969)  acc5: 64.4531 (65.5617)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [108]  [ 120/1251]  eta: 0:09:27  lr: 2.784e-02  img/s: 5.41e+02  pen: 5.1e-02  loss: 3.5977 (3.9011)  acc1: 45.7031 (42.9752)  acc5: 68.7500 (65.4830)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [108]  [ 130/1251]  eta: 0:09:19  lr: 2.784e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.8543 (3.9118)  acc1: 45.7031 (42.9479)  acc5: 67.9688 (65.4699)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [108]  [ 140/1251]  eta: 0:09:12  lr: 2.784e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3661 (3.9437)  acc1: 40.6250 (42.4424)  acc5: 62.1094 (65.0460)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [108]  [ 150/1251]  eta: 0:09:06  lr: 2.784e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.3326 (3.9499)  acc1: 40.6250 (42.3246)  acc5: 62.1094 (64.9446)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [108]  [ 160/1251]  eta: 0:08:59  lr: 2.784e-02  img/s: 5.10e+02  pen: 4.8e-02  loss: 3.9874 (3.9489)  acc1: 42.1875 (42.3306)  acc5: 67.1875 (64.9869)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [108]  [ 170/1251]  eta: 0:08:53  lr: 2.784e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.1604 (3.9537)  acc1: 42.1875 (42.2149)  acc5: 63.6719 (64.9146)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [108]  [ 180/1251]  eta: 0:08:47  lr: 2.784e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.1604 (3.9571)  acc1: 43.3594 (42.2350)  acc5: 67.5781 (64.9754)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [108]  [ 190/1251]  eta: 0:08:41  lr: 2.784e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.7931 (3.9450)  acc1: 45.7031 (42.3941)  acc5: 69.9219 (65.1198)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [108]  [ 200/1251]  eta: 0:08:35  lr: 2.784e-02  img/s: 5.41e+02  pen: 5.2e-02  loss: 3.7248 (3.9464)  acc1: 46.8750 (42.1428)  acc5: 70.3125 (64.8496)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [108]  [ 210/1251]  eta: 0:08:30  lr: 2.784e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.6297 (3.9360)  acc1: 46.8750 (42.2912)  acc5: 71.0938 (65.0141)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [108]  [ 220/1251]  eta: 0:08:24  lr: 2.784e-02  img/s: 5.41e+02  pen: 5.1e-02  loss: 3.6297 (3.9371)  acc1: 43.3594 (42.2953)  acc5: 69.5312 (65.0187)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [108]  [ 230/1251]  eta: 0:08:19  lr: 2.784e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.1028 (3.9453)  acc1: 42.9688 (42.1655)  acc5: 66.4062 (64.8302)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [108]  [ 240/1251]  eta: 0:08:13  lr: 2.784e-02  img/s: 5.39e+02  pen: 5.0e-02  loss: 4.0649 (3.9418)  acc1: 45.3125 (42.0870)  acc5: 66.4062 (64.8032)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [108]  [ 250/1251]  eta: 0:08:08  lr: 2.784e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.7021 (3.9288)  acc1: 46.4844 (42.2606)  acc5: 73.8281 (65.0103)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [108]  [ 260/1251]  eta: 0:08:02  lr: 2.784e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.7021 (3.9315)  acc1: 45.7031 (42.2099)  acc5: 70.7031 (64.9814)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [108]  [ 270/1251]  eta: 0:07:57  lr: 2.784e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.0938 (3.9362)  acc1: 44.9219 (42.1529)  acc5: 67.9688 (64.9591)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [108]  [ 280/1251]  eta: 0:07:52  lr: 2.784e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.2408 (3.9444)  acc1: 41.0156 (42.1152)  acc5: 62.1094 (64.9285)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [108]  [ 290/1251]  eta: 0:07:46  lr: 2.784e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.1791 (3.9482)  acc1: 41.0156 (42.1123)  acc5: 62.1094 (64.8652)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [108]  [ 300/1251]  eta: 0:07:41  lr: 2.784e-02  img/s: 5.40e+02  pen: 5.2e-02  loss: 3.5339 (3.9392)  acc1: 46.8750 (42.1966)  acc5: 69.1406 (64.9359)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [108]  [ 310/1251]  eta: 0:07:36  lr: 2.784e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.5352 (3.9435)  acc1: 46.0938 (42.0883)  acc5: 69.1406 (64.7646)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [108]  [ 320/1251]  eta: 0:07:31  lr: 2.784e-02  img/s: 5.11e+02  pen: 4.6e-02  loss: 3.7807 (3.9356)  acc1: 47.2656 (42.2508)  acc5: 68.3594 (64.9338)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [108]  [ 330/1251]  eta: 0:07:26  lr: 2.784e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.9961 (3.9425)  acc1: 46.4844 (42.1486)  acc5: 68.3594 (64.8107)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [108]  [ 340/1251]  eta: 0:07:21  lr: 2.784e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 4.2677 (3.9534)  acc1: 39.0625 (41.9103)  acc5: 62.1094 (64.5528)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [108]  [ 350/1251]  eta: 0:07:16  lr: 2.784e-02  img/s: 5.37e+02  pen: 4.7e-02  loss: 4.4021 (3.9533)  acc1: 37.1094 (41.9037)  acc5: 60.1562 (64.5422)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [108]  [ 360/1251]  eta: 0:07:11  lr: 2.784e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.0693 (3.9525)  acc1: 42.9688 (41.8564)  acc5: 64.0625 (64.4618)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [108]  [ 370/1251]  eta: 0:07:05  lr: 2.784e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.9880 (3.9544)  acc1: 43.7500 (41.8474)  acc5: 67.9688 (64.4784)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [108]  [ 380/1251]  eta: 0:07:00  lr: 2.784e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.6195 (3.9491)  acc1: 44.1406 (41.8809)  acc5: 70.3125 (64.5116)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [108]  [ 390/1251]  eta: 0:06:55  lr: 2.784e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 3.6195 (3.9512)  acc1: 46.0938 (41.8948)  acc5: 69.1406 (64.5340)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [108]  [ 400/1251]  eta: 0:06:50  lr: 2.784e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.1143 (3.9566)  acc1: 42.5781 (41.8339)  acc5: 68.3594 (64.4590)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [108]  [ 410/1251]  eta: 0:06:45  lr: 2.784e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.3396 (3.9631)  acc1: 33.5938 (41.7142)  acc5: 58.2031 (64.3590)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [108]  [ 420/1251]  eta: 0:06:40  lr: 2.784e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.0845 (3.9579)  acc1: 40.2344 (41.7440)  acc5: 63.2812 (64.3928)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [108]  [ 430/1251]  eta: 0:06:36  lr: 2.784e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.9638 (3.9613)  acc1: 44.1406 (41.6818)  acc5: 68.3594 (64.3942)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [108]  [ 440/1251]  eta: 0:06:31  lr: 2.784e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.8773 (3.9565)  acc1: 45.3125 (41.7437)  acc5: 68.7500 (64.4576)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [108]  [ 450/1251]  eta: 0:06:26  lr: 2.784e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.2534 (3.9469)  acc1: 49.2188 (41.9129)  acc5: 73.4375 (64.6393)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [108]  [ 460/1251]  eta: 0:06:21  lr: 2.784e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 3.4705 (3.9489)  acc1: 46.8750 (41.8731)  acc5: 70.3125 (64.6073)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [108]  [ 470/1251]  eta: 0:06:16  lr: 2.784e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.8547 (3.9466)  acc1: 45.7031 (41.9271)  acc5: 66.7969 (64.6165)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [108]  [ 480/1251]  eta: 0:06:11  lr: 2.784e-02  img/s: 5.09e+02  pen: 5.1e-02  loss: 3.8547 (3.9465)  acc1: 46.8750 (41.8927)  acc5: 66.7969 (64.6074)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [108]  [ 490/1251]  eta: 0:06:06  lr: 2.784e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3401 (3.9512)  acc1: 37.8906 (41.8231)  acc5: 62.5000 (64.5215)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [108]  [ 500/1251]  eta: 0:06:01  lr: 2.784e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.4083 (3.9526)  acc1: 37.1094 (41.7618)  acc5: 55.8594 (64.4516)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [108]  [ 510/1251]  eta: 0:05:56  lr: 2.784e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.4511 (3.9443)  acc1: 48.4375 (41.8947)  acc5: 72.2656 (64.6037)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [108]  [ 520/1251]  eta: 0:05:51  lr: 2.784e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 3.4511 (3.9458)  acc1: 45.7031 (41.8569)  acc5: 68.7500 (64.5671)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [108]  [ 530/1251]  eta: 0:05:46  lr: 2.784e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.3146 (3.9486)  acc1: 42.1875 (41.8520)  acc5: 62.8906 (64.5605)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [108]  [ 540/1251]  eta: 0:05:41  lr: 2.784e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1185 (3.9476)  acc1: 42.5781 (41.8792)  acc5: 64.4531 (64.5910)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [108]  [ 550/1251]  eta: 0:05:37  lr: 2.784e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.1185 (3.9503)  acc1: 42.9688 (41.8664)  acc5: 64.8438 (64.5517)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [108]  [ 560/1251]  eta: 0:05:32  lr: 2.784e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.5404 (3.9575)  acc1: 37.8906 (41.7565)  acc5: 59.3750 (64.4308)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [108]  [ 570/1251]  eta: 0:05:27  lr: 2.784e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.0407 (3.9520)  acc1: 42.9688 (41.8345)  acc5: 67.1875 (64.5243)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [108]  [ 580/1251]  eta: 0:05:22  lr: 2.784e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.9571 (3.9551)  acc1: 46.0938 (41.7834)  acc5: 67.1875 (64.4612)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [108]  [ 590/1251]  eta: 0:05:17  lr: 2.784e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1288 (3.9542)  acc1: 39.0625 (41.7843)  acc5: 62.8906 (64.4518)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [108]  [ 600/1251]  eta: 0:05:12  lr: 2.784e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.9836 (3.9537)  acc1: 44.5312 (41.8066)  acc5: 67.9688 (64.4694)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [108]  [ 610/1251]  eta: 0:05:07  lr: 2.784e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.4722 (3.9489)  acc1: 46.8750 (41.8627)  acc5: 70.3125 (64.5286)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [108]  [ 620/1251]  eta: 0:05:03  lr: 2.784e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.4331 (3.9488)  acc1: 46.8750 (41.8346)  acc5: 71.8750 (64.5286)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [108]  [ 630/1251]  eta: 0:04:58  lr: 2.784e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.0546 (3.9502)  acc1: 42.9688 (41.8328)  acc5: 66.7969 (64.5268)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [108]  [ 640/1251]  eta: 0:04:53  lr: 2.784e-02  img/s: 5.11e+02  pen: 5.2e-02  loss: 4.0949 (3.9498)  acc1: 42.9688 (41.8182)  acc5: 62.5000 (64.4933)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [108]  [ 650/1251]  eta: 0:04:48  lr: 2.784e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3849 (3.9572)  acc1: 39.4531 (41.7369)  acc5: 61.3281 (64.4207)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [108]  [ 660/1251]  eta: 0:04:43  lr: 2.784e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.1944 (3.9552)  acc1: 41.4062 (41.7650)  acc5: 64.0625 (64.4366)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [108]  [ 670/1251]  eta: 0:04:38  lr: 2.784e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 3.8882 (3.9527)  acc1: 46.0938 (41.7846)  acc5: 69.5312 (64.4572)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [108]  [ 680/1251]  eta: 0:04:33  lr: 2.784e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 3.4689 (3.9498)  acc1: 44.9219 (41.8026)  acc5: 69.5312 (64.4778)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [108]  [ 690/1251]  eta: 0:04:29  lr: 2.784e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.1587 (3.9553)  acc1: 37.5000 (41.6912)  acc5: 62.5000 (64.3661)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [108]  [ 700/1251]  eta: 0:04:24  lr: 2.784e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.1536 (3.9556)  acc1: 37.5000 (41.6871)  acc5: 62.5000 (64.3472)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [108]  [ 710/1251]  eta: 0:04:19  lr: 2.784e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.8763 (3.9560)  acc1: 46.0938 (41.7205)  acc5: 67.9688 (64.3691)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [108]  [ 720/1251]  eta: 0:04:14  lr: 2.784e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.9056 (3.9565)  acc1: 46.0938 (41.7264)  acc5: 67.9688 (64.3735)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [108]  [ 730/1251]  eta: 0:04:09  lr: 2.784e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 3.9056 (3.9539)  acc1: 44.1406 (41.7584)  acc5: 68.7500 (64.4264)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [108]  [ 740/1251]  eta: 0:04:04  lr: 2.784e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 3.4721 (3.9510)  acc1: 46.4844 (41.7990)  acc5: 71.8750 (64.4473)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [108]  [ 750/1251]  eta: 0:04:00  lr: 2.784e-02  img/s: 5.41e+02  pen: 5.2e-02  loss: 3.7302 (3.9506)  acc1: 46.0938 (41.7938)  acc5: 70.7031 (64.4505)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [108]  [ 760/1251]  eta: 0:03:55  lr: 2.784e-02  img/s: 5.42e+02  pen: 5.1e-02  loss: 3.7093 (3.9485)  acc1: 44.1406 (41.8046)  acc5: 70.7031 (64.4619)  time: 0.4730  data: 0.0003  max mem: 42896
Epoch: [108]  [ 770/1251]  eta: 0:03:50  lr: 2.784e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.7093 (3.9489)  acc1: 44.1406 (41.8009)  acc5: 67.1875 (64.4516)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [108]  [ 780/1251]  eta: 0:03:45  lr: 2.784e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.5526 (3.9455)  acc1: 46.8750 (41.8544)  acc5: 68.7500 (64.4981)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [108]  [ 790/1251]  eta: 0:03:40  lr: 2.784e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.6961 (3.9475)  acc1: 47.6562 (41.8265)  acc5: 71.4844 (64.4788)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [108]  [ 800/1251]  eta: 0:03:36  lr: 2.784e-02  img/s: 5.08e+02  pen: 4.4e-02  loss: 3.9257 (3.9479)  acc1: 46.8750 (41.7964)  acc5: 69.9219 (64.4458)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [108]  [ 810/1251]  eta: 0:03:31  lr: 2.784e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.9257 (3.9474)  acc1: 46.8750 (41.8238)  acc5: 69.1406 (64.4709)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [108]  [ 820/1251]  eta: 0:03:26  lr: 2.784e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 3.8475 (3.9448)  acc1: 46.0938 (41.8644)  acc5: 68.3594 (64.5097)  time: 0.4750  data: 0.0004  max mem: 42896
Epoch: [108]  [ 830/1251]  eta: 0:03:21  lr: 2.784e-02  img/s: 5.42e+02  pen: 5.2e-02  loss: 3.6276 (3.9437)  acc1: 46.0938 (41.8716)  acc5: 68.3594 (64.5166)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [108]  [ 840/1251]  eta: 0:03:16  lr: 2.784e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.7253 (3.9438)  acc1: 44.1406 (41.8545)  acc5: 67.9688 (64.4973)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [108]  [ 850/1251]  eta: 0:03:11  lr: 2.784e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.5286 (3.9421)  acc1: 42.5781 (41.8804)  acc5: 69.9219 (64.5399)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [108]  [ 860/1251]  eta: 0:03:07  lr: 2.784e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 3.5286 (3.9413)  acc1: 47.2656 (41.9221)  acc5: 68.7500 (64.5761)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [108]  [ 870/1251]  eta: 0:03:02  lr: 2.784e-02  img/s: 5.42e+02  pen: 5.1e-02  loss: 3.9984 (3.9408)  acc1: 44.9219 (41.8982)  acc5: 68.3594 (64.5715)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [108]  [ 880/1251]  eta: 0:02:57  lr: 2.784e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.2855 (3.9442)  acc1: 34.7656 (41.8417)  acc5: 61.3281 (64.5068)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [108]  [ 890/1251]  eta: 0:02:52  lr: 2.784e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1923 (3.9431)  acc1: 42.5781 (41.8881)  acc5: 67.1875 (64.5461)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [108]  [ 900/1251]  eta: 0:02:47  lr: 2.784e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.9550 (3.9425)  acc1: 47.6562 (41.9014)  acc5: 69.1406 (64.5563)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [108]  [ 910/1251]  eta: 0:02:43  lr: 2.784e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.2118 (3.9333)  acc1: 49.6094 (42.0027)  acc5: 73.4375 (64.6667)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [108]  [ 920/1251]  eta: 0:02:38  lr: 2.784e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 3.2545 (3.9354)  acc1: 47.6562 (41.9754)  acc5: 71.8750 (64.6474)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [108]  [ 930/1251]  eta: 0:02:33  lr: 2.784e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 4.3256 (3.9387)  acc1: 38.2812 (41.9509)  acc5: 59.3750 (64.6172)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [108]  [ 940/1251]  eta: 0:02:28  lr: 2.784e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.5347 (3.9342)  acc1: 46.4844 (42.0173)  acc5: 69.9219 (64.6868)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [108]  [ 950/1251]  eta: 0:02:23  lr: 2.784e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 3.5767 (3.9367)  acc1: 44.9219 (41.9690)  acc5: 69.9219 (64.6433)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [108]  [ 960/1251]  eta: 0:02:19  lr: 2.784e-02  img/s: 5.07e+02  pen: 5.1e-02  loss: 4.4463 (3.9410)  acc1: 36.3281 (41.9074)  acc5: 60.1562 (64.5734)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [108]  [ 970/1251]  eta: 0:02:14  lr: 2.784e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 4.2084 (3.9424)  acc1: 36.7188 (41.8906)  acc5: 60.5469 (64.5625)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [108]  [ 980/1251]  eta: 0:02:09  lr: 2.784e-02  img/s: 5.37e+02  pen: 4.5e-02  loss: 4.1215 (3.9433)  acc1: 42.5781 (41.9104)  acc5: 66.7969 (64.5905)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [108]  [ 990/1251]  eta: 0:02:04  lr: 2.784e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 4.1215 (3.9441)  acc1: 42.1875 (41.9092)  acc5: 66.7969 (64.5911)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [108]  [1000/1251]  eta: 0:02:00  lr: 2.784e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.6431 (3.9413)  acc1: 48.8281 (41.9518)  acc5: 71.8750 (64.6217)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [108]  [1010/1251]  eta: 0:01:55  lr: 2.784e-02  img/s: 5.39e+02  pen: 5.0e-02  loss: 3.5300 (3.9386)  acc1: 50.0000 (42.0140)  acc5: 70.3125 (64.6815)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [108]  [1020/1251]  eta: 0:01:50  lr: 2.784e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.0051 (3.9402)  acc1: 47.6562 (42.0383)  acc5: 70.3125 (64.7102)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [108]  [1030/1251]  eta: 0:01:45  lr: 2.784e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.0503 (3.9394)  acc1: 44.1406 (42.0394)  acc5: 69.1406 (64.7312)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [108]  [1040/1251]  eta: 0:01:40  lr: 2.784e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.9337 (3.9398)  acc1: 44.1406 (42.0325)  acc5: 68.7500 (64.7222)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [108]  [1050/1251]  eta: 0:01:36  lr: 2.784e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 4.0532 (3.9411)  acc1: 43.7500 (42.0277)  acc5: 67.9688 (64.7126)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [108]  [1060/1251]  eta: 0:01:31  lr: 2.784e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0532 (3.9398)  acc1: 43.7500 (42.0347)  acc5: 66.7969 (64.7149)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [108]  [1070/1251]  eta: 0:01:26  lr: 2.784e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.4412 (3.9391)  acc1: 44.5312 (42.0438)  acc5: 67.9688 (64.7285)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [108]  [1080/1251]  eta: 0:01:21  lr: 2.784e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.7032 (3.9378)  acc1: 43.3594 (42.0661)  acc5: 66.4062 (64.7574)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [108]  [1090/1251]  eta: 0:01:16  lr: 2.784e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.0505 (3.9400)  acc1: 43.7500 (42.0407)  acc5: 66.4062 (64.7295)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [108]  [1100/1251]  eta: 0:01:12  lr: 2.784e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.1176 (3.9399)  acc1: 43.7500 (42.0452)  acc5: 66.4062 (64.7394)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [108]  [1110/1251]  eta: 0:01:07  lr: 2.784e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.6356 (3.9374)  acc1: 47.2656 (42.0673)  acc5: 69.9219 (64.7530)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [108]  [1120/1251]  eta: 0:01:02  lr: 2.784e-02  img/s: 5.09e+02  pen: 4.3e-02  loss: 3.6356 (3.9375)  acc1: 47.6562 (42.0404)  acc5: 70.7031 (64.7375)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [108]  [1130/1251]  eta: 0:00:57  lr: 2.784e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.9169 (3.9384)  acc1: 38.2812 (42.0200)  acc5: 67.9688 (64.7111)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [108]  [1140/1251]  eta: 0:00:53  lr: 2.784e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.2009 (3.9395)  acc1: 38.2812 (41.9999)  acc5: 59.3750 (64.6897)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [108]  [1150/1251]  eta: 0:00:48  lr: 2.784e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.5460 (3.9439)  acc1: 34.7656 (41.9340)  acc5: 54.6875 (64.6215)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [108]  [1160/1251]  eta: 0:00:43  lr: 2.784e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.2792 (3.9425)  acc1: 39.0625 (41.9503)  acc5: 63.6719 (64.6372)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [108]  [1170/1251]  eta: 0:00:38  lr: 2.784e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.6546 (3.9437)  acc1: 46.4844 (41.9433)  acc5: 68.7500 (64.6299)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [108]  [1180/1251]  eta: 0:00:33  lr: 2.784e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 3.6383 (3.9430)  acc1: 46.8750 (41.9401)  acc5: 69.1406 (64.6301)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [108]  [1190/1251]  eta: 0:00:29  lr: 2.784e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 3.4178 (3.9429)  acc1: 46.8750 (41.9363)  acc5: 69.1406 (64.6227)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [108]  [1200/1251]  eta: 0:00:24  lr: 2.784e-02  img/s: 5.39e+02  pen: 5.0e-02  loss: 4.3754 (3.9449)  acc1: 39.0625 (41.9036)  acc5: 60.5469 (64.5842)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [108]  [1210/1251]  eta: 0:00:19  lr: 2.784e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.9431 (3.9431)  acc1: 42.5781 (41.9098)  acc5: 66.4062 (64.5892)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [108]  [1220/1251]  eta: 0:00:14  lr: 2.784e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 3.2485 (3.9422)  acc1: 45.7031 (41.9050)  acc5: 70.3125 (64.5936)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [108]  [1230/1251]  eta: 0:00:10  lr: 2.784e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.2989 (3.9451)  acc1: 39.8438 (41.8641)  acc5: 64.0625 (64.5575)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [108]  [1240/1251]  eta: 0:00:05  lr: 2.784e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.2989 (3.9455)  acc1: 39.4531 (41.8406)  acc5: 63.6719 (64.5397)  time: 0.4739  data: 0.0004  max mem: 42896
Epoch: [108]  [1250/1251]  eta: 0:00:00  lr: 2.784e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.6180 (3.9441)  acc1: 45.3125 (41.8506)  acc5: 68.7500 (64.5627)  time: 0.4753  data: 0.0004  max mem: 42896
Epoch: [108] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:50  loss: 2.1960 (2.1960)  acc1: 77.3438 (77.3438)  acc5: 96.0938 (96.0938)  time: 3.4857  data: 3.2377  max mem: 42896
Test:  Total time: 0:00:17
Test:  Acc@1 59.302 Acc@5 82.866 Loss: 2.832
Test: EMA  [ 0/49]  eta: 0:02:46  loss: 2.1157 (2.1157)  acc1: 79.2969 (79.2969)  acc5: 95.3125 (95.3125)  time: 3.3960  data: 3.1463  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 59.828 Acc@5 82.702 Loss: 2.845
Epoch: [109]  [   0/1251]  eta: 1:25:26  lr: 2.779e-02  img/s: 5.08e+02  pen: 5.3e-02  loss: 4.7241 (4.7241)  acc1: 21.8750 (21.8750)  acc5: 42.9688 (42.9688)  time: 4.0978  data: 3.5943  max mem: 42896
Epoch: [109]  [  10/1251]  eta: 0:16:36  lr: 2.779e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.9836 (3.8369)  acc1: 48.8281 (42.7912)  acc5: 73.8281 (66.4418)  time: 0.8031  data: 0.3270  max mem: 42896
Epoch: [109]  [  20/1251]  eta: 0:13:15  lr: 2.779e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.0881 (3.8177)  acc1: 46.8750 (43.4896)  acc5: 71.8750 (66.4435)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [109]  [  30/1251]  eta: 0:12:00  lr: 2.779e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.9859 (3.8479)  acc1: 44.5312 (43.8004)  acc5: 69.9219 (66.2802)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [109]  [  40/1251]  eta: 0:11:21  lr: 2.779e-02  img/s: 5.42e+02  pen: 5.4e-02  loss: 4.0101 (3.8432)  acc1: 44.1406 (43.5023)  acc5: 68.3594 (65.9204)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [109]  [  50/1251]  eta: 0:10:55  lr: 2.779e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.1358 (3.7807)  acc1: 47.6562 (43.8649)  acc5: 68.3594 (66.4216)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [109]  [  60/1251]  eta: 0:10:35  lr: 2.779e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.2361 (3.7384)  acc1: 47.2656 (44.3391)  acc5: 71.8750 (67.1491)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [109]  [  70/1251]  eta: 0:10:21  lr: 2.779e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.6573 (3.7700)  acc1: 46.0938 (43.8930)  acc5: 70.3125 (66.7859)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [109]  [  80/1251]  eta: 0:10:08  lr: 2.779e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 3.9144 (3.7843)  acc1: 43.3594 (43.6680)  acc5: 66.4062 (66.7921)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [109]  [  90/1251]  eta: 0:09:57  lr: 2.779e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.0919 (3.7951)  acc1: 42.1875 (43.4624)  acc5: 65.6250 (66.5050)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [109]  [ 100/1251]  eta: 0:09:48  lr: 2.779e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 4.1326 (3.8098)  acc1: 42.9688 (43.4406)  acc5: 66.4062 (66.4333)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [109]  [ 110/1251]  eta: 0:09:39  lr: 2.779e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.5991 (3.8000)  acc1: 47.6562 (43.6163)  acc5: 70.7031 (66.6772)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [109]  [ 120/1251]  eta: 0:09:30  lr: 2.779e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.5991 (3.7974)  acc1: 50.0000 (43.6628)  acc5: 71.8750 (66.7033)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [109]  [ 130/1251]  eta: 0:09:23  lr: 2.779e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.9158 (3.8040)  acc1: 44.1406 (43.6397)  acc5: 69.1406 (66.6895)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [109]  [ 140/1251]  eta: 0:09:16  lr: 2.779e-02  img/s: 5.41e+02  pen: 5.1e-02  loss: 4.1039 (3.8306)  acc1: 43.3594 (43.3511)  acc5: 63.2812 (66.3204)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [109]  [ 150/1251]  eta: 0:09:09  lr: 2.779e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.2145 (3.8297)  acc1: 42.9688 (43.2611)  acc5: 63.6719 (66.2252)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [109]  [ 160/1251]  eta: 0:09:02  lr: 2.779e-02  img/s: 4.96e+02  pen: 4.7e-02  loss: 4.2145 (3.8385)  acc1: 42.9688 (43.2502)  acc5: 66.0156 (66.1782)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [109]  [ 170/1251]  eta: 0:08:56  lr: 2.779e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.7733 (3.8358)  acc1: 48.0469 (43.2337)  acc5: 66.7969 (66.0956)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [109]  [ 180/1251]  eta: 0:08:50  lr: 2.779e-02  img/s: 5.40e+02  pen: 3.8e-02  loss: 3.6608 (3.8470)  acc1: 48.0469 (43.1997)  acc5: 67.9688 (66.0502)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [109]  [ 190/1251]  eta: 0:08:44  lr: 2.779e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 3.7338 (3.8527)  acc1: 42.9688 (43.1099)  acc5: 65.6250 (65.9215)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [109]  [ 200/1251]  eta: 0:08:38  lr: 2.779e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 4.2658 (3.8585)  acc1: 44.9219 (43.1398)  acc5: 64.8438 (65.8971)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [109]  [ 210/1251]  eta: 0:08:32  lr: 2.779e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.2658 (3.8626)  acc1: 44.9219 (43.1206)  acc5: 64.8438 (65.9082)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [109]  [ 220/1251]  eta: 0:08:26  lr: 2.779e-02  img/s: 5.38e+02  pen: 5.2e-02  loss: 4.3260 (3.8747)  acc1: 38.6719 (42.8786)  acc5: 63.6719 (65.5790)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [109]  [ 230/1251]  eta: 0:08:21  lr: 2.779e-02  img/s: 5.41e+02  pen: 5.2e-02  loss: 4.6209 (3.8903)  acc1: 35.5469 (42.6255)  acc5: 56.2500 (65.3139)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [109]  [ 240/1251]  eta: 0:08:15  lr: 2.779e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 4.4893 (3.8891)  acc1: 38.6719 (42.6738)  acc5: 62.1094 (65.3251)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [109]  [ 250/1251]  eta: 0:08:10  lr: 2.779e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 3.7739 (3.8943)  acc1: 45.7031 (42.6217)  acc5: 67.1875 (65.2608)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [109]  [ 260/1251]  eta: 0:08:04  lr: 2.779e-02  img/s: 5.38e+02  pen: 4.7e-02  loss: 4.1055 (3.8908)  acc1: 45.7031 (42.7398)  acc5: 66.7969 (65.3795)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [109]  [ 270/1251]  eta: 0:07:59  lr: 2.779e-02  img/s: 5.39e+02  pen: 4.1e-02  loss: 4.1055 (3.9017)  acc1: 43.3594 (42.7151)  acc5: 66.0156 (65.3670)  time: 0.4770  data: 0.0004  max mem: 42896
Epoch: [109]  [ 280/1251]  eta: 0:07:54  lr: 2.779e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.4720 (3.9132)  acc1: 39.4531 (42.5587)  acc5: 60.5469 (65.1843)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [109]  [ 290/1251]  eta: 0:07:48  lr: 2.779e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2791 (3.9173)  acc1: 35.9375 (42.4801)  acc5: 61.3281 (65.1149)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [109]  [ 300/1251]  eta: 0:07:43  lr: 2.779e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.3680 (3.9284)  acc1: 35.9375 (42.3575)  acc5: 61.7188 (64.9618)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [109]  [ 310/1251]  eta: 0:07:38  lr: 2.779e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.0779 (3.9243)  acc1: 41.0156 (42.4098)  acc5: 62.5000 (64.9706)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [109]  [ 320/1251]  eta: 0:07:33  lr: 2.779e-02  img/s: 5.08e+02  pen: 4.8e-02  loss: 3.7516 (3.9205)  acc1: 46.4844 (42.4942)  acc5: 70.3125 (65.0604)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [109]  [ 330/1251]  eta: 0:07:27  lr: 2.779e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.9875 (3.9234)  acc1: 46.4844 (42.5156)  acc5: 69.1406 (65.0267)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [109]  [ 340/1251]  eta: 0:07:22  lr: 2.779e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.3312 (3.9153)  acc1: 46.4844 (42.5758)  acc5: 68.3594 (65.0774)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [109]  [ 350/1251]  eta: 0:07:17  lr: 2.779e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.4028 (3.9134)  acc1: 46.4844 (42.6171)  acc5: 71.4844 (65.1754)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [109]  [ 360/1251]  eta: 0:07:12  lr: 2.779e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.0823 (3.9136)  acc1: 45.3125 (42.6463)  acc5: 68.7500 (65.2430)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [109]  [ 370/1251]  eta: 0:07:07  lr: 2.779e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.2258 (3.9241)  acc1: 40.6250 (42.5255)  acc5: 66.0156 (65.1449)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [109]  [ 380/1251]  eta: 0:07:02  lr: 2.779e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3076 (3.9271)  acc1: 36.3281 (42.4571)  acc5: 60.9375 (65.0621)  time: 0.4737  data: 0.0004  max mem: 42896
Epoch: [109]  [ 390/1251]  eta: 0:06:57  lr: 2.779e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.9449 (3.9248)  acc1: 47.2656 (42.4952)  acc5: 69.9219 (65.1095)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [109]  [ 400/1251]  eta: 0:06:52  lr: 2.779e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 3.6032 (3.9142)  acc1: 48.0469 (42.6278)  acc5: 70.7031 (65.2636)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [109]  [ 410/1251]  eta: 0:06:47  lr: 2.779e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 3.4704 (3.9130)  acc1: 46.8750 (42.6542)  acc5: 70.7031 (65.2933)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [109]  [ 420/1251]  eta: 0:06:42  lr: 2.779e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.0388 (3.9156)  acc1: 42.1875 (42.5670)  acc5: 65.6250 (65.2000)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [109]  [ 430/1251]  eta: 0:06:37  lr: 2.779e-02  img/s: 5.41e+02  pen: 5.5e-02  loss: 4.1966 (3.9245)  acc1: 36.3281 (42.4177)  acc5: 56.6406 (65.0622)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [109]  [ 440/1251]  eta: 0:06:32  lr: 2.779e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.4826 (3.9297)  acc1: 33.5938 (42.3452)  acc5: 56.6406 (65.0041)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [109]  [ 450/1251]  eta: 0:06:27  lr: 2.779e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.6167 (3.9208)  acc1: 45.7031 (42.4352)  acc5: 68.7500 (65.1114)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [109]  [ 460/1251]  eta: 0:06:22  lr: 2.779e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 3.5416 (3.9245)  acc1: 45.7031 (42.3841)  acc5: 67.5781 (65.0488)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [109]  [ 470/1251]  eta: 0:06:17  lr: 2.779e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.7434 (3.9205)  acc1: 46.8750 (42.4280)  acc5: 66.0156 (65.1017)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [109]  [ 480/1251]  eta: 0:06:12  lr: 2.779e-02  img/s: 5.07e+02  pen: 4.0e-02  loss: 3.7434 (3.9200)  acc1: 48.4375 (42.4490)  acc5: 72.2656 (65.1329)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [109]  [ 490/1251]  eta: 0:06:07  lr: 2.779e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.3964 (3.9152)  acc1: 47.2656 (42.5368)  acc5: 72.6562 (65.2153)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [109]  [ 500/1251]  eta: 0:06:02  lr: 2.779e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0823 (3.9207)  acc1: 44.5312 (42.4573)  acc5: 68.7500 (65.1525)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [109]  [ 510/1251]  eta: 0:05:57  lr: 2.779e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.2603 (3.9213)  acc1: 43.7500 (42.5277)  acc5: 67.5781 (65.2191)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [109]  [ 520/1251]  eta: 0:05:52  lr: 2.779e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2115 (3.9231)  acc1: 45.3125 (42.4574)  acc5: 67.9688 (65.1414)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [109]  [ 530/1251]  eta: 0:05:47  lr: 2.779e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.1979 (3.9231)  acc1: 41.4062 (42.4420)  acc5: 64.8438 (65.1314)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [109]  [ 540/1251]  eta: 0:05:42  lr: 2.779e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1979 (3.9290)  acc1: 41.4062 (42.3341)  acc5: 64.8438 (65.0279)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [109]  [ 550/1251]  eta: 0:05:37  lr: 2.779e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 3.7652 (3.9191)  acc1: 46.0938 (42.4448)  acc5: 68.7500 (65.1684)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [109]  [ 560/1251]  eta: 0:05:32  lr: 2.779e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.2179 (3.9184)  acc1: 47.6562 (42.4319)  acc5: 71.0938 (65.1550)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [109]  [ 570/1251]  eta: 0:05:27  lr: 2.779e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 3.8518 (3.9174)  acc1: 45.3125 (42.4420)  acc5: 69.1406 (65.1926)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [109]  [ 580/1251]  eta: 0:05:23  lr: 2.779e-02  img/s: 5.39e+02  pen: 5.0e-02  loss: 3.9720 (3.9210)  acc1: 43.7500 (42.3953)  acc5: 68.3594 (65.1382)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [109]  [ 590/1251]  eta: 0:05:18  lr: 2.779e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.9627 (3.9197)  acc1: 45.3125 (42.4221)  acc5: 69.1406 (65.1802)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [109]  [ 600/1251]  eta: 0:05:13  lr: 2.779e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 3.5595 (3.9155)  acc1: 48.4375 (42.4696)  acc5: 71.8750 (65.2506)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [109]  [ 610/1251]  eta: 0:05:08  lr: 2.779e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.4582 (3.9117)  acc1: 47.6562 (42.4835)  acc5: 71.8750 (65.2452)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [109]  [ 620/1251]  eta: 0:05:03  lr: 2.779e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 3.6953 (3.9128)  acc1: 47.2656 (42.4901)  acc5: 68.3594 (65.2350)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [109]  [ 630/1251]  eta: 0:04:58  lr: 2.779e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 3.9253 (3.9160)  acc1: 44.9219 (42.4735)  acc5: 67.5781 (65.2152)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [109]  [ 640/1251]  eta: 0:04:53  lr: 2.779e-02  img/s: 5.11e+02  pen: 4.4e-02  loss: 4.3148 (3.9186)  acc1: 41.4062 (42.4459)  acc5: 61.7188 (65.1875)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [109]  [ 650/1251]  eta: 0:04:48  lr: 2.779e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.3148 (3.9211)  acc1: 39.0625 (42.4131)  acc5: 60.1562 (65.1576)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [109]  [ 660/1251]  eta: 0:04:44  lr: 2.779e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.1550 (3.9182)  acc1: 43.3594 (42.4611)  acc5: 66.7969 (65.2196)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [109]  [ 670/1251]  eta: 0:04:39  lr: 2.779e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.2226 (3.9223)  acc1: 41.7969 (42.3784)  acc5: 65.2344 (65.1366)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [109]  [ 680/1251]  eta: 0:04:34  lr: 2.779e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1233 (3.9218)  acc1: 40.2344 (42.3791)  acc5: 64.0625 (65.1311)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [109]  [ 690/1251]  eta: 0:04:29  lr: 2.779e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.8987 (3.9241)  acc1: 46.0938 (42.3667)  acc5: 70.3125 (65.1061)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [109]  [ 700/1251]  eta: 0:04:24  lr: 2.779e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.7915 (3.9228)  acc1: 48.4375 (42.4032)  acc5: 70.7031 (65.1324)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [109]  [ 710/1251]  eta: 0:04:19  lr: 2.779e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.7915 (3.9204)  acc1: 48.4375 (42.4413)  acc5: 70.7031 (65.1706)  time: 0.4752  data: 0.0004  max mem: 42896
Epoch: [109]  [ 720/1251]  eta: 0:04:14  lr: 2.779e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.8390 (3.9208)  acc1: 46.8750 (42.4595)  acc5: 68.3594 (65.1872)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [109]  [ 730/1251]  eta: 0:04:10  lr: 2.779e-02  img/s: 5.39e+02  pen: 5.1e-02  loss: 3.8132 (3.9206)  acc1: 43.3594 (42.4515)  acc5: 64.8438 (65.1863)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [109]  [ 740/1251]  eta: 0:04:05  lr: 2.779e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.8132 (3.9203)  acc1: 48.0469 (42.4869)  acc5: 70.7031 (65.2138)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [109]  [ 750/1251]  eta: 0:04:00  lr: 2.779e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.6367 (3.9171)  acc1: 48.0469 (42.5219)  acc5: 71.0938 (65.2723)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [109]  [ 760/1251]  eta: 0:03:55  lr: 2.779e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.5899 (3.9173)  acc1: 48.0469 (42.5391)  acc5: 71.8750 (65.2806)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [109]  [ 770/1251]  eta: 0:03:50  lr: 2.779e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.8560 (3.9177)  acc1: 44.5312 (42.5660)  acc5: 69.9219 (65.3114)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [109]  [ 780/1251]  eta: 0:03:45  lr: 2.779e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.8916 (3.9186)  acc1: 43.7500 (42.5271)  acc5: 67.9688 (65.2714)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [109]  [ 790/1251]  eta: 0:03:41  lr: 2.779e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2019 (3.9200)  acc1: 43.3594 (42.5075)  acc5: 64.8438 (65.2586)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [109]  [ 800/1251]  eta: 0:03:36  lr: 2.779e-02  img/s: 4.95e+02  pen: 5.0e-02  loss: 3.7555 (3.9173)  acc1: 44.9219 (42.5133)  acc5: 67.9688 (65.2690)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [109]  [ 810/1251]  eta: 0:03:31  lr: 2.779e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.7555 (3.9206)  acc1: 43.3594 (42.4495)  acc5: 67.9688 (65.1954)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [109]  [ 820/1251]  eta: 0:03:26  lr: 2.779e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.4224 (3.9248)  acc1: 40.2344 (42.4263)  acc5: 63.2812 (65.1654)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [109]  [ 830/1251]  eta: 0:03:21  lr: 2.779e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.2834 (3.9248)  acc1: 41.0156 (42.4183)  acc5: 63.6719 (65.1578)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [109]  [ 840/1251]  eta: 0:03:17  lr: 2.779e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.2691 (3.9211)  acc1: 47.2656 (42.4690)  acc5: 70.3125 (65.2135)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [109]  [ 850/1251]  eta: 0:03:12  lr: 2.779e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 3.7950 (3.9228)  acc1: 46.0938 (42.4680)  acc5: 69.1406 (65.2050)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [109]  [ 860/1251]  eta: 0:03:07  lr: 2.779e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.2116 (3.9254)  acc1: 44.1406 (42.4461)  acc5: 66.0156 (65.1768)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [109]  [ 870/1251]  eta: 0:03:02  lr: 2.779e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.1954 (3.9274)  acc1: 44.1406 (42.4346)  acc5: 66.0156 (65.1693)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [109]  [ 880/1251]  eta: 0:02:57  lr: 2.779e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.9518 (3.9270)  acc1: 40.6250 (42.4478)  acc5: 64.4531 (65.1807)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [109]  [ 890/1251]  eta: 0:02:53  lr: 2.779e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 4.4153 (3.9300)  acc1: 35.5469 (42.3848)  acc5: 58.9844 (65.0976)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [109]  [ 900/1251]  eta: 0:02:48  lr: 2.779e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.6680 (3.9254)  acc1: 48.4375 (42.4550)  acc5: 69.5312 (65.1607)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [109]  [ 910/1251]  eta: 0:02:43  lr: 2.779e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.2670 (3.9322)  acc1: 42.1875 (42.3813)  acc5: 62.8906 (65.0693)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [109]  [ 920/1251]  eta: 0:02:38  lr: 2.779e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.4185 (3.9340)  acc1: 34.7656 (42.3457)  acc5: 60.9375 (65.0223)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [109]  [ 930/1251]  eta: 0:02:33  lr: 2.779e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.4185 (3.9378)  acc1: 39.4531 (42.3092)  acc5: 62.8906 (64.9923)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [109]  [ 940/1251]  eta: 0:02:28  lr: 2.779e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.3417 (3.9373)  acc1: 40.2344 (42.3125)  acc5: 62.8906 (64.9853)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [109]  [ 950/1251]  eta: 0:02:24  lr: 2.779e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8466 (3.9370)  acc1: 42.9688 (42.3214)  acc5: 66.4062 (64.9953)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [109]  [ 960/1251]  eta: 0:02:19  lr: 2.779e-02  img/s: 5.07e+02  pen: 5.0e-02  loss: 3.8466 (3.9347)  acc1: 47.6562 (42.3859)  acc5: 70.3125 (65.0669)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [109]  [ 970/1251]  eta: 0:02:14  lr: 2.779e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.9090 (3.9356)  acc1: 47.6562 (42.3858)  acc5: 70.3125 (65.0735)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [109]  [ 980/1251]  eta: 0:02:09  lr: 2.779e-02  img/s: 5.42e+02  pen: 3.8e-02  loss: 3.9090 (3.9342)  acc1: 44.1406 (42.3894)  acc5: 68.3594 (65.0803)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [109]  [ 990/1251]  eta: 0:02:04  lr: 2.779e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.7329 (3.9341)  acc1: 43.3594 (42.3779)  acc5: 66.7969 (65.0822)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [109]  [1000/1251]  eta: 0:02:00  lr: 2.779e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1265 (3.9324)  acc1: 43.3594 (42.4056)  acc5: 66.0156 (65.1072)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [109]  [1010/1251]  eta: 0:01:55  lr: 2.779e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.6948 (3.9329)  acc1: 45.3125 (42.3791)  acc5: 66.4062 (65.0856)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [109]  [1020/1251]  eta: 0:01:50  lr: 2.779e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.8299 (3.9340)  acc1: 44.1406 (42.3727)  acc5: 66.4062 (65.0557)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [109]  [1030/1251]  eta: 0:01:45  lr: 2.779e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.8299 (3.9331)  acc1: 44.1406 (42.3758)  acc5: 66.7969 (65.0699)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [109]  [1040/1251]  eta: 0:01:40  lr: 2.779e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1864 (3.9373)  acc1: 43.3594 (42.3350)  acc5: 65.2344 (65.0239)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [109]  [1050/1251]  eta: 0:01:36  lr: 2.779e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.4430 (3.9396)  acc1: 36.7188 (42.3090)  acc5: 59.3750 (64.9995)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [109]  [1060/1251]  eta: 0:01:31  lr: 2.779e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.3658 (3.9407)  acc1: 39.8438 (42.3013)  acc5: 64.8438 (65.0068)  time: 0.4770  data: 0.0003  max mem: 42896
Epoch: [109]  [1070/1251]  eta: 0:01:26  lr: 2.779e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.3288 (3.9409)  acc1: 41.4062 (42.2987)  acc5: 65.2344 (65.0163)  time: 0.4771  data: 0.0003  max mem: 42896
Epoch: [109]  [1080/1251]  eta: 0:01:21  lr: 2.779e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.8133 (3.9405)  acc1: 43.7500 (42.3169)  acc5: 66.7969 (65.0382)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [109]  [1090/1251]  eta: 0:01:17  lr: 2.779e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.0068 (3.9421)  acc1: 42.9688 (42.2734)  acc5: 66.4062 (64.9888)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [109]  [1100/1251]  eta: 0:01:12  lr: 2.779e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.0321 (3.9410)  acc1: 41.4062 (42.2946)  acc5: 66.4062 (65.0144)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [109]  [1110/1251]  eta: 0:01:07  lr: 2.779e-02  img/s: 5.39e+02  pen: 4.9e-02  loss: 4.0321 (3.9414)  acc1: 43.7500 (42.2852)  acc5: 67.5781 (65.0104)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [109]  [1120/1251]  eta: 0:01:02  lr: 2.779e-02  img/s: 5.09e+02  pen: 3.9e-02  loss: 4.0844 (3.9438)  acc1: 42.5781 (42.2485)  acc5: 66.7969 (64.9594)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [109]  [1130/1251]  eta: 0:00:57  lr: 2.779e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.4565 (3.9464)  acc1: 38.2812 (42.2165)  acc5: 63.6719 (64.9215)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [109]  [1140/1251]  eta: 0:00:53  lr: 2.779e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.3227 (3.9455)  acc1: 38.2812 (42.2293)  acc5: 66.0156 (64.9430)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [109]  [1150/1251]  eta: 0:00:48  lr: 2.779e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.0963 (3.9468)  acc1: 43.3594 (42.2048)  acc5: 66.4062 (64.9184)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [109]  [1160/1251]  eta: 0:00:43  lr: 2.779e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.2031 (3.9479)  acc1: 41.7969 (42.1720)  acc5: 65.6250 (64.8821)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [109]  [1170/1251]  eta: 0:00:38  lr: 2.779e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.9140 (3.9469)  acc1: 44.9219 (42.1758)  acc5: 68.3594 (64.8921)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [109]  [1180/1251]  eta: 0:00:33  lr: 2.779e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.9140 (3.9490)  acc1: 44.9219 (42.1468)  acc5: 68.3594 (64.8510)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [109]  [1190/1251]  eta: 0:00:29  lr: 2.779e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.9737 (3.9482)  acc1: 44.9219 (42.1642)  acc5: 67.9688 (64.8716)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [109]  [1200/1251]  eta: 0:00:24  lr: 2.779e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.4053 (3.9435)  acc1: 46.0938 (42.2096)  acc5: 70.7031 (64.9270)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [109]  [1210/1251]  eta: 0:00:19  lr: 2.779e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.3710 (3.9435)  acc1: 46.0938 (42.2178)  acc5: 70.7031 (64.9341)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [109]  [1220/1251]  eta: 0:00:14  lr: 2.779e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.9128 (3.9446)  acc1: 44.9219 (42.2419)  acc5: 68.7500 (64.9410)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [109]  [1230/1251]  eta: 0:00:10  lr: 2.779e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.5064 (3.9483)  acc1: 39.0625 (42.1694)  acc5: 62.5000 (64.8606)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [109]  [1240/1251]  eta: 0:00:05  lr: 2.779e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.5936 (3.9532)  acc1: 29.2969 (42.0937)  acc5: 54.2969 (64.7865)  time: 0.4744  data: 0.0005  max mem: 42896
Epoch: [109]  [1250/1251]  eta: 0:00:00  lr: 2.779e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 4.5622 (3.9545)  acc1: 36.7188 (42.0788)  acc5: 55.8594 (64.7613)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [109] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:14  loss: 2.2022 (2.2022)  acc1: 79.6875 (79.6875)  acc5: 95.7031 (95.7031)  time: 2.7495  data: 2.5047  max mem: 42896
Test:  Total time: 0:00:16
Test:  Acc@1 60.212 Acc@5 83.344 Loss: nan
Test: EMA  [ 0/49]  eta: 0:02:33  loss: 2.1050 (2.1050)  acc1: 80.8594 (80.8594)  acc5: 95.3125 (95.3125)  time: 3.1404  data: 2.8895  max mem: 42896
Test: EMA Total time: 0:00:16
Test: EMA Acc@1 60.158 Acc@5 82.950 Loss: 2.830
Epoch: [110]  [   0/1251]  eta: 1:14:56  lr: 2.775e-02  img/s: 4.73e+02  pen: 4.6e-02  loss: 4.1046 (4.1046)  acc1: 41.7969 (41.7969)  acc5: 68.3594 (68.3594)  time: 3.5942  data: 3.0532  max mem: 42896
Epoch: [110]  [  10/1251]  eta: 0:15:38  lr: 2.775e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.1046 (4.0253)  acc1: 43.3594 (41.9389)  acc5: 68.3594 (65.7315)  time: 0.7563  data: 0.2778  max mem: 42896
Epoch: [110]  [  20/1251]  eta: 0:12:45  lr: 2.775e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.3260 (4.2809)  acc1: 39.8438 (38.0766)  acc5: 62.1094 (61.2165)  time: 0.4731  data: 0.0003  max mem: 42896
Epoch: [110]  [  30/1251]  eta: 0:11:40  lr: 2.775e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.3647 (4.1759)  acc1: 39.8438 (39.5791)  acc5: 60.5469 (62.6386)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [110]  [  40/1251]  eta: 0:11:06  lr: 2.775e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.0990 (4.2030)  acc1: 40.6250 (39.3388)  acc5: 60.5469 (62.2713)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [110]  [  50/1251]  eta: 0:10:43  lr: 2.775e-02  img/s: 5.38e+02  pen: 4.7e-02  loss: 4.3813 (4.1429)  acc1: 38.2812 (40.0506)  acc5: 62.5000 (62.9672)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [110]  [  60/1251]  eta: 0:10:25  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.0374 (4.0974)  acc1: 44.5312 (41.0284)  acc5: 67.5781 (63.8384)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [110]  [  70/1251]  eta: 0:10:12  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.9740 (4.0651)  acc1: 45.7031 (41.4668)  acc5: 68.3594 (64.0020)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [110]  [  80/1251]  eta: 0:10:00  lr: 2.775e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.6173 (4.0272)  acc1: 50.3906 (41.9850)  acc5: 70.7031 (64.4145)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [110]  [  90/1251]  eta: 0:09:50  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.2051 (4.0538)  acc1: 42.1875 (41.4921)  acc5: 64.0625 (63.9509)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [110]  [ 100/1251]  eta: 0:09:42  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.5061 (4.0747)  acc1: 37.5000 (41.0466)  acc5: 58.5938 (63.5172)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [110]  [ 110/1251]  eta: 0:09:33  lr: 2.775e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 3.7268 (4.0337)  acc1: 45.3125 (41.5892)  acc5: 69.1406 (64.0414)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [110]  [ 120/1251]  eta: 0:09:26  lr: 2.775e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.2824 (4.0175)  acc1: 47.6562 (41.7936)  acc5: 70.3125 (64.2723)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [110]  [ 130/1251]  eta: 0:09:19  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.0409 (4.0294)  acc1: 42.1875 (41.6746)  acc5: 66.0156 (64.2086)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [110]  [ 140/1251]  eta: 0:09:12  lr: 2.775e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.3989 (4.0406)  acc1: 37.8906 (41.4561)  acc5: 64.4531 (64.1512)  time: 0.4766  data: 0.0004  max mem: 42896
Epoch: [110]  [ 150/1251]  eta: 0:09:05  lr: 2.775e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.3989 (4.0535)  acc1: 38.6719 (41.4269)  acc5: 66.4062 (64.0237)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [110]  [ 160/1251]  eta: 0:08:59  lr: 2.775e-02  img/s: 5.09e+02  pen: 4.7e-02  loss: 4.2834 (4.0661)  acc1: 40.2344 (41.0908)  acc5: 62.8906 (63.7374)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [110]  [ 170/1251]  eta: 0:08:53  lr: 2.775e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2677 (4.0572)  acc1: 40.2344 (41.1550)  acc5: 62.8906 (63.8957)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [110]  [ 180/1251]  eta: 0:08:47  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.3266 (4.0284)  acc1: 45.7031 (41.3825)  acc5: 71.0938 (64.2200)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [110]  [ 190/1251]  eta: 0:08:41  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.4205 (4.0269)  acc1: 48.0469 (41.5576)  acc5: 71.8750 (64.3529)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [110]  [ 200/1251]  eta: 0:08:35  lr: 2.775e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 3.9178 (4.0244)  acc1: 44.5312 (41.5617)  acc5: 68.7500 (64.3249)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [110]  [ 210/1251]  eta: 0:08:29  lr: 2.775e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.3136 (4.0231)  acc1: 43.7500 (41.4803)  acc5: 65.6250 (64.2587)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [110]  [ 220/1251]  eta: 0:08:24  lr: 2.775e-02  img/s: 5.41e+02  pen: 5.1e-02  loss: 4.2852 (4.0200)  acc1: 39.4531 (41.3744)  acc5: 65.6250 (64.1792)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [110]  [ 230/1251]  eta: 0:08:18  lr: 2.775e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.1737 (4.0126)  acc1: 39.4531 (41.4435)  acc5: 65.2344 (64.2248)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [110]  [ 240/1251]  eta: 0:08:13  lr: 2.775e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.2379 (4.0228)  acc1: 39.8438 (41.3884)  acc5: 65.2344 (64.1662)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [110]  [ 250/1251]  eta: 0:08:07  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.5142 (4.0409)  acc1: 34.7656 (41.1370)  acc5: 58.5938 (63.9209)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [110]  [ 260/1251]  eta: 0:08:02  lr: 2.775e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.4750 (4.0454)  acc1: 35.1562 (41.0845)  acc5: 58.5938 (63.8754)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [110]  [ 270/1251]  eta: 0:07:57  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.1696 (4.0422)  acc1: 39.8438 (41.1454)  acc5: 65.6250 (63.8910)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [110]  [ 280/1251]  eta: 0:07:52  lr: 2.775e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 3.8970 (4.0304)  acc1: 46.8750 (41.3437)  acc5: 68.7500 (64.1195)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [110]  [ 290/1251]  eta: 0:07:46  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 3.4347 (4.0213)  acc1: 44.5312 (41.3727)  acc5: 68.7500 (64.2290)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [110]  [ 300/1251]  eta: 0:07:41  lr: 2.775e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.2042 (4.0257)  acc1: 41.7969 (41.4244)  acc5: 67.5781 (64.2520)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [110]  [ 310/1251]  eta: 0:07:36  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1903 (4.0197)  acc1: 41.7969 (41.4640)  acc5: 67.1875 (64.3464)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [110]  [ 320/1251]  eta: 0:07:31  lr: 2.775e-02  img/s: 5.10e+02  pen: 4.9e-02  loss: 4.1781 (4.0209)  acc1: 43.7500 (41.5000)  acc5: 68.3594 (64.4166)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [110]  [ 330/1251]  eta: 0:07:26  lr: 2.775e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.3374 (4.0322)  acc1: 39.4531 (41.3720)  acc5: 64.0625 (64.2796)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [110]  [ 340/1251]  eta: 0:07:21  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.3281 (4.0235)  acc1: 44.1406 (41.4956)  acc5: 65.2344 (64.3764)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [110]  [ 350/1251]  eta: 0:07:16  lr: 2.775e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 3.6355 (4.0234)  acc1: 46.4844 (41.5376)  acc5: 69.5312 (64.4309)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [110]  [ 360/1251]  eta: 0:07:11  lr: 2.775e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.2364 (4.0251)  acc1: 45.3125 (41.5101)  acc5: 66.7969 (64.3979)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [110]  [ 370/1251]  eta: 0:07:06  lr: 2.775e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.5842 (4.0141)  acc1: 45.3125 (41.6284)  acc5: 71.0938 (64.5447)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [110]  [ 380/1251]  eta: 0:07:00  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.5418 (4.0015)  acc1: 49.6094 (41.8071)  acc5: 72.2656 (64.7289)  time: 0.4748  data: 0.0004  max mem: 42896
Epoch: [110]  [ 390/1251]  eta: 0:06:56  lr: 2.775e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 3.5938 (3.9959)  acc1: 46.8750 (41.8468)  acc5: 71.0938 (64.7428)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [110]  [ 400/1251]  eta: 0:06:50  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.9024 (3.9945)  acc1: 46.0938 (41.9245)  acc5: 68.7500 (64.8116)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [110]  [ 410/1251]  eta: 0:06:45  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 3.4000 (3.9840)  acc1: 47.2656 (42.0297)  acc5: 69.9219 (64.9369)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [110]  [ 420/1251]  eta: 0:06:41  lr: 2.775e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.3245 (3.9841)  acc1: 46.4844 (42.0353)  acc5: 69.9219 (64.9319)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [110]  [ 430/1251]  eta: 0:06:36  lr: 2.775e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.3879 (3.9951)  acc1: 40.6250 (41.8812)  acc5: 62.8906 (64.7540)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [110]  [ 440/1251]  eta: 0:06:31  lr: 2.775e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.3051 (3.9944)  acc1: 41.4062 (41.8589)  acc5: 62.8906 (64.7091)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [110]  [ 450/1251]  eta: 0:06:26  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.1410 (3.9970)  acc1: 42.1875 (41.7813)  acc5: 62.5000 (64.6012)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [110]  [ 460/1251]  eta: 0:06:21  lr: 2.775e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 3.8460 (3.9938)  acc1: 46.8750 (41.9333)  acc5: 68.3594 (64.7183)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [110]  [ 470/1251]  eta: 0:06:16  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.8497 (3.9966)  acc1: 45.7031 (41.9238)  acc5: 71.4844 (64.7061)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [110]  [ 480/1251]  eta: 0:06:11  lr: 2.775e-02  img/s: 5.03e+02  pen: 4.6e-02  loss: 4.1954 (3.9956)  acc1: 42.5781 (41.9642)  acc5: 65.6250 (64.7544)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [110]  [ 490/1251]  eta: 0:06:06  lr: 2.775e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 4.3897 (4.0078)  acc1: 39.0625 (41.7889)  acc5: 62.1094 (64.5868)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [110]  [ 500/1251]  eta: 0:06:01  lr: 2.775e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 4.4705 (4.0082)  acc1: 37.5000 (41.7945)  acc5: 61.3281 (64.5857)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [110]  [ 510/1251]  eta: 0:05:56  lr: 2.775e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.1447 (4.0088)  acc1: 41.0156 (41.8091)  acc5: 64.8438 (64.5976)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [110]  [ 520/1251]  eta: 0:05:51  lr: 2.775e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 4.2723 (4.0123)  acc1: 39.0625 (41.6949)  acc5: 64.4531 (64.4786)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [110]  [ 530/1251]  eta: 0:05:46  lr: 2.775e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2758 (4.0101)  acc1: 39.4531 (41.7358)  acc5: 62.8906 (64.5252)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [110]  [ 540/1251]  eta: 0:05:41  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.2276 (4.0129)  acc1: 42.1875 (41.6980)  acc5: 64.4531 (64.4856)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [110]  [ 550/1251]  eta: 0:05:37  lr: 2.775e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.2276 (4.0106)  acc1: 41.4062 (41.7317)  acc5: 64.4531 (64.5240)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [110]  [ 560/1251]  eta: 0:05:32  lr: 2.775e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.8455 (4.0109)  acc1: 41.4062 (41.6910)  acc5: 64.4531 (64.4872)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [110]  [ 570/1251]  eta: 0:05:27  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.0633 (4.0102)  acc1: 42.1875 (41.7148)  acc5: 66.0156 (64.5332)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [110]  [ 580/1251]  eta: 0:05:22  lr: 2.775e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 4.1239 (4.0151)  acc1: 41.4062 (41.6658)  acc5: 66.0156 (64.4780)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [110]  [ 590/1251]  eta: 0:05:17  lr: 2.775e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.1721 (4.0139)  acc1: 39.8438 (41.6640)  acc5: 66.0156 (64.4789)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [110]  [ 600/1251]  eta: 0:05:12  lr: 2.775e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 3.7401 (4.0120)  acc1: 43.7500 (41.6935)  acc5: 68.7500 (64.5194)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [110]  [ 610/1251]  eta: 0:05:07  lr: 2.775e-02  img/s: 5.40e+02  pen: 5.0e-02  loss: 3.7002 (4.0099)  acc1: 44.9219 (41.6812)  acc5: 68.7500 (64.5171)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [110]  [ 620/1251]  eta: 0:05:03  lr: 2.775e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.5953 (4.0034)  acc1: 47.2656 (41.8076)  acc5: 71.4844 (64.6280)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [110]  [ 630/1251]  eta: 0:04:58  lr: 2.775e-02  img/s: 5.36e+02  pen: 5.2e-02  loss: 3.6604 (4.0062)  acc1: 47.2656 (41.7764)  acc5: 71.0938 (64.5912)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [110]  [ 640/1251]  eta: 0:04:53  lr: 2.775e-02  img/s: 5.07e+02  pen: 4.9e-02  loss: 4.4454 (4.0059)  acc1: 40.2344 (41.7847)  acc5: 60.1562 (64.5963)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [110]  [ 650/1251]  eta: 0:04:48  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.7795 (4.0032)  acc1: 43.7500 (41.8221)  acc5: 67.5781 (64.6283)  time: 0.4769  data: 0.0003  max mem: 42896
Epoch: [110]  [ 660/1251]  eta: 0:04:43  lr: 2.775e-02  img/s: 5.37e+02  pen: 4.7e-02  loss: 3.7328 (4.0026)  acc1: 44.9219 (41.7839)  acc5: 68.7500 (64.5985)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [110]  [ 670/1251]  eta: 0:04:38  lr: 2.775e-02  img/s: 5.39e+02  pen: 4.4e-02  loss: 4.0833 (4.0041)  acc1: 43.3594 (41.7491)  acc5: 66.7969 (64.5707)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [110]  [ 680/1251]  eta: 0:04:33  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.2605 (4.0075)  acc1: 40.6250 (41.7051)  acc5: 65.6250 (64.5030)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [110]  [ 690/1251]  eta: 0:04:29  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.2605 (4.0044)  acc1: 40.6250 (41.7245)  acc5: 64.0625 (64.5198)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [110]  [ 700/1251]  eta: 0:04:24  lr: 2.775e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.3630 (3.9986)  acc1: 44.1406 (41.8063)  acc5: 71.0938 (64.6108)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [110]  [ 710/1251]  eta: 0:04:19  lr: 2.775e-02  img/s: 5.42e+02  pen: 5.1e-02  loss: 3.4624 (3.9994)  acc1: 44.1406 (41.7156)  acc5: 68.3594 (64.5311)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [110]  [ 720/1251]  eta: 0:04:14  lr: 2.775e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 3.8807 (3.9975)  acc1: 41.4062 (41.7400)  acc5: 62.8906 (64.5425)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [110]  [ 730/1251]  eta: 0:04:09  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.3095 (4.0037)  acc1: 39.4531 (41.6542)  acc5: 61.7188 (64.4526)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [110]  [ 740/1251]  eta: 0:04:05  lr: 2.775e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.5343 (4.0077)  acc1: 35.5469 (41.5844)  acc5: 57.0312 (64.3730)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [110]  [ 750/1251]  eta: 0:04:00  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 4.4214 (4.0075)  acc1: 35.5469 (41.5722)  acc5: 58.2031 (64.3694)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [110]  [ 760/1251]  eta: 0:03:55  lr: 2.775e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.4535 (4.0097)  acc1: 35.5469 (41.5187)  acc5: 60.9375 (64.3130)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [110]  [ 770/1251]  eta: 0:03:50  lr: 2.775e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.5160 (4.0111)  acc1: 42.1875 (41.5111)  acc5: 64.0625 (64.2875)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [110]  [ 780/1251]  eta: 0:03:45  lr: 2.775e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.0017 (4.0087)  acc1: 44.1406 (41.5493)  acc5: 65.2344 (64.3416)  time: 0.4755  data: 0.0003  max mem: 42896
Epoch: [110]  [ 790/1251]  eta: 0:03:40  lr: 2.775e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.6953 (4.0040)  acc1: 47.2656 (41.5865)  acc5: 71.8750 (64.3855)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [110]  [ 800/1251]  eta: 0:03:36  lr: 2.775e-02  img/s: 4.96e+02  pen: 4.4e-02  loss: 3.6953 (4.0035)  acc1: 46.4844 (41.5940)  acc5: 70.7031 (64.3892)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [110]  [ 810/1251]  eta: 0:03:31  lr: 2.775e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.1611 (4.0039)  acc1: 41.0156 (41.5888)  acc5: 66.4062 (64.3929)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [110]  [ 820/1251]  eta: 0:03:26  lr: 2.775e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.5619 (3.9992)  acc1: 42.9688 (41.6299)  acc5: 69.9219 (64.4365)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [110]  [ 830/1251]  eta: 0:03:21  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.4680 (3.9965)  acc1: 45.7031 (41.6554)  acc5: 70.3125 (64.4569)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [110]  [ 840/1251]  eta: 0:03:16  lr: 2.775e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.3923 (3.9907)  acc1: 46.8750 (41.7147)  acc5: 71.0938 (64.5284)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [110]  [ 850/1251]  eta: 0:03:12  lr: 2.775e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 3.3923 (3.9885)  acc1: 46.4844 (41.7262)  acc5: 70.7031 (64.5348)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [110]  [ 860/1251]  eta: 0:03:07  lr: 2.775e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.9642 (3.9880)  acc1: 42.5781 (41.7442)  acc5: 65.2344 (64.5665)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [110]  [ 870/1251]  eta: 0:03:02  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.2099 (3.9872)  acc1: 41.4062 (41.7610)  acc5: 64.0625 (64.5787)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [110]  [ 880/1251]  eta: 0:02:57  lr: 2.775e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 4.1874 (3.9910)  acc1: 41.4062 (41.7490)  acc5: 64.4531 (64.5533)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [110]  [ 890/1251]  eta: 0:02:52  lr: 2.775e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 4.1131 (3.9887)  acc1: 41.4062 (41.7785)  acc5: 66.4062 (64.5864)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [110]  [ 900/1251]  eta: 0:02:48  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.3623 (3.9931)  acc1: 37.8906 (41.7119)  acc5: 62.1094 (64.5095)  time: 0.4767  data: 0.0003  max mem: 42896
Epoch: [110]  [ 910/1251]  eta: 0:02:43  lr: 2.775e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.4352 (3.9902)  acc1: 37.8906 (41.7360)  acc5: 62.1094 (64.5243)  time: 0.4768  data: 0.0003  max mem: 42896
Epoch: [110]  [ 920/1251]  eta: 0:02:38  lr: 2.775e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.9028 (3.9931)  acc1: 41.7969 (41.6896)  acc5: 69.5312 (64.4735)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [110]  [ 930/1251]  eta: 0:02:33  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0846 (3.9919)  acc1: 39.4531 (41.6958)  acc5: 63.6719 (64.4699)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [110]  [ 940/1251]  eta: 0:02:28  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.3832 (3.9866)  acc1: 47.2656 (41.7707)  acc5: 70.7031 (64.5436)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [110]  [ 950/1251]  eta: 0:02:24  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.3916 (3.9820)  acc1: 49.2188 (41.8437)  acc5: 71.0938 (64.6154)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [110]  [ 960/1251]  eta: 0:02:19  lr: 2.775e-02  img/s: 5.08e+02  pen: 5.3e-02  loss: 3.5964 (3.9837)  acc1: 46.8750 (41.7700)  acc5: 68.7500 (64.5299)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [110]  [ 970/1251]  eta: 0:02:14  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.8525 (3.9819)  acc1: 44.1406 (41.7997)  acc5: 68.3594 (64.5569)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [110]  [ 980/1251]  eta: 0:02:09  lr: 2.775e-02  img/s: 5.42e+02  pen: 5.2e-02  loss: 3.6190 (3.9819)  acc1: 46.4844 (41.7941)  acc5: 68.7500 (64.5411)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [110]  [ 990/1251]  eta: 0:02:04  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.4407 (3.9786)  acc1: 47.2656 (41.8178)  acc5: 71.8750 (64.5773)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [110]  [1000/1251]  eta: 0:02:00  lr: 2.775e-02  img/s: 5.38e+02  pen: 4.7e-02  loss: 3.3070 (3.9774)  acc1: 47.2656 (41.7973)  acc5: 73.4375 (64.5554)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [110]  [1010/1251]  eta: 0:01:55  lr: 2.775e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.2470 (3.9793)  acc1: 40.6250 (41.7880)  acc5: 62.8906 (64.5532)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [110]  [1020/1251]  eta: 0:01:50  lr: 2.775e-02  img/s: 5.38e+02  pen: 4.3e-02  loss: 4.2470 (3.9799)  acc1: 42.5781 (41.7908)  acc5: 64.8438 (64.5580)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [110]  [1030/1251]  eta: 0:01:45  lr: 2.775e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.4759 (3.9853)  acc1: 36.7188 (41.6919)  acc5: 62.5000 (64.4565)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [110]  [1040/1251]  eta: 0:01:40  lr: 2.775e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 4.4648 (3.9835)  acc1: 35.9375 (41.7079)  acc5: 62.5000 (64.4651)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [110]  [1050/1251]  eta: 0:01:36  lr: 2.775e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.6627 (3.9824)  acc1: 46.8750 (41.6947)  acc5: 69.9219 (64.4509)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [110]  [1060/1251]  eta: 0:01:31  lr: 2.775e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.6627 (3.9793)  acc1: 46.8750 (41.7339)  acc5: 70.7031 (64.5069)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [110]  [1070/1251]  eta: 0:01:26  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.7678 (3.9791)  acc1: 46.8750 (41.7407)  acc5: 71.4844 (64.5159)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [110]  [1080/1251]  eta: 0:01:21  lr: 2.775e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.9722 (3.9787)  acc1: 46.4844 (41.7452)  acc5: 66.7969 (64.5268)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [110]  [1090/1251]  eta: 0:01:16  lr: 2.775e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.1023 (3.9786)  acc1: 43.3594 (41.7561)  acc5: 66.7969 (64.5412)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [110]  [1100/1251]  eta: 0:01:12  lr: 2.775e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.0499 (3.9777)  acc1: 45.3125 (41.7646)  acc5: 67.1875 (64.5610)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [110]  [1110/1251]  eta: 0:01:07  lr: 2.775e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.5598 (3.9749)  acc1: 48.0469 (41.7948)  acc5: 70.7031 (64.5871)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [110]  [1120/1251]  eta: 0:01:02  lr: 2.775e-02  img/s: 5.09e+02  pen: 4.7e-02  loss: 4.2876 (3.9782)  acc1: 40.2344 (41.7317)  acc5: 63.2812 (64.5221)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [110]  [1130/1251]  eta: 0:00:57  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.5080 (3.9792)  acc1: 33.2031 (41.6995)  acc5: 55.8594 (64.4890)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [110]  [1140/1251]  eta: 0:00:53  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.9377 (3.9783)  acc1: 45.7031 (41.7031)  acc5: 62.1094 (64.4880)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [110]  [1150/1251]  eta: 0:00:48  lr: 2.775e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 3.7707 (3.9755)  acc1: 45.7031 (41.7443)  acc5: 68.7500 (64.5363)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [110]  [1160/1251]  eta: 0:00:43  lr: 2.775e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 3.8586 (3.9747)  acc1: 44.9219 (41.7733)  acc5: 68.7500 (64.5591)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [110]  [1170/1251]  eta: 0:00:38  lr: 2.775e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.0098 (3.9740)  acc1: 45.7031 (41.7869)  acc5: 68.3594 (64.5689)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [110]  [1180/1251]  eta: 0:00:33  lr: 2.775e-02  img/s: 5.37e+02  pen: 4.9e-02  loss: 4.2258 (3.9750)  acc1: 42.5781 (41.7651)  acc5: 65.2344 (64.5332)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [110]  [1190/1251]  eta: 0:00:29  lr: 2.775e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.2263 (3.9694)  acc1: 48.8281 (41.8267)  acc5: 71.0938 (64.5889)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [110]  [1200/1251]  eta: 0:00:24  lr: 2.775e-02  img/s: 5.41e+02  pen: 5.2e-02  loss: 3.2161 (3.9684)  acc1: 50.7812 (41.8424)  acc5: 73.4375 (64.6086)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [110]  [1210/1251]  eta: 0:00:19  lr: 2.775e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.0693 (3.9684)  acc1: 40.2344 (41.8501)  acc5: 66.0156 (64.6031)  time: 0.4735  data: 0.0003  max mem: 42896
Epoch: [110]  [1220/1251]  eta: 0:00:14  lr: 2.775e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.3227 (3.9705)  acc1: 40.2344 (41.8289)  acc5: 64.8438 (64.5833)  time: 0.4749  data: 0.0003  max mem: 42896
Epoch: [110]  [1230/1251]  eta: 0:00:10  lr: 2.775e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 4.1802 (3.9691)  acc1: 40.6250 (41.8508)  acc5: 64.8438 (64.5912)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [110]  [1240/1251]  eta: 0:00:05  lr: 2.775e-02  img/s: 5.42e+02  pen: 4.1e-02  loss: 3.7265 (3.9710)  acc1: 44.1406 (41.8302)  acc5: 70.3125 (64.5652)  time: 0.4737  data: 0.0006  max mem: 42896
Epoch: [110]  [1250/1251]  eta: 0:00:00  lr: 2.775e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 4.0847 (3.9708)  acc1: 42.1875 (41.8431)  acc5: 70.3125 (64.5815)  time: 0.4747  data: 0.0005  max mem: 42896
Epoch: [110] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:36  loss: 2.2323 (2.2323)  acc1: 78.5156 (78.5156)  acc5: 96.0938 (96.0938)  time: 3.1929  data: 2.9318  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 60.508 Acc@5 83.664 Loss: 2.853
Test: EMA  [ 0/49]  eta: 0:02:15  loss: 2.0936 (2.0936)  acc1: 80.4688 (80.4688)  acc5: 95.7031 (95.7031)  time: 2.7573  data: 2.5092  max mem: 42896
Test: EMA Total time: 0:00:14
Test: EMA Acc@1 60.420 Acc@5 83.170 Loss: 2.816
Epoch: [111]  [   0/1251]  eta: 1:12:21  lr: 2.771e-02  img/s: 5.02e+02  pen: 4.9e-02  loss: 4.8332 (4.8332)  acc1: 30.8594 (30.8594)  acc5: 46.8750 (46.8750)  time: 3.4701  data: 2.9601  max mem: 42896
Epoch: [111]  [  10/1251]  eta: 0:15:26  lr: 2.771e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 3.1884 (3.6262)  acc1: 46.8750 (46.2713)  acc5: 69.1406 (68.5724)  time: 0.7466  data: 0.2693  max mem: 42896
Epoch: [111]  [  20/1251]  eta: 0:12:39  lr: 2.771e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 3.6232 (3.7798)  acc1: 46.0938 (43.6012)  acc5: 71.4844 (66.8155)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [111]  [  30/1251]  eta: 0:11:36  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8080 (3.7818)  acc1: 44.1406 (43.5610)  acc5: 71.4844 (66.6961)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [111]  [  40/1251]  eta: 0:11:03  lr: 2.771e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.0685 (3.8531)  acc1: 40.6250 (42.6734)  acc5: 65.6250 (66.0728)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [111]  [  50/1251]  eta: 0:10:40  lr: 2.771e-02  img/s: 5.38e+02  pen: 4.5e-02  loss: 4.1671 (3.9066)  acc1: 39.4531 (42.1262)  acc5: 65.2344 (65.3722)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [111]  [  60/1251]  eta: 0:10:23  lr: 2.771e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.1671 (3.9422)  acc1: 39.4531 (41.6368)  acc5: 63.6719 (64.7733)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [111]  [  70/1251]  eta: 0:10:11  lr: 2.771e-02  img/s: 5.40e+02  pen: 5.4e-02  loss: 4.0540 (3.9400)  acc1: 43.3594 (42.2315)  acc5: 63.6719 (65.1849)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [111]  [  80/1251]  eta: 0:09:59  lr: 2.771e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.7056 (3.9130)  acc1: 46.4844 (42.6215)  acc5: 70.3125 (65.5575)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [111]  [  90/1251]  eta: 0:09:49  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.3651 (3.8913)  acc1: 48.8281 (42.6468)  acc5: 71.8750 (65.3460)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [111]  [ 100/1251]  eta: 0:09:41  lr: 2.771e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 3.7284 (3.8894)  acc1: 44.9219 (42.7676)  acc5: 71.4844 (65.4896)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [111]  [ 110/1251]  eta: 0:09:33  lr: 2.771e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.1590 (3.8885)  acc1: 43.7500 (42.5746)  acc5: 68.3594 (65.4596)  time: 0.4764  data: 0.0004  max mem: 42896
Epoch: [111]  [ 120/1251]  eta: 0:09:25  lr: 2.771e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 4.3100 (3.9032)  acc1: 41.7969 (42.4587)  acc5: 67.5781 (65.3829)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [111]  [ 130/1251]  eta: 0:09:18  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 4.3686 (3.9074)  acc1: 41.7969 (42.2501)  acc5: 65.6250 (65.1777)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [111]  [ 140/1251]  eta: 0:09:11  lr: 2.771e-02  img/s: 5.40e+02  pen: 3.9e-02  loss: 4.3686 (3.9356)  acc1: 36.3281 (41.7858)  acc5: 60.5469 (64.6387)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [111]  [ 150/1251]  eta: 0:09:04  lr: 2.771e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.0008 (3.9236)  acc1: 41.4062 (41.9443)  acc5: 66.4062 (64.8127)  time: 0.4738  data: 0.0004  max mem: 42896
Epoch: [111]  [ 160/1251]  eta: 0:08:58  lr: 2.771e-02  img/s: 5.03e+02  pen: 5.0e-02  loss: 4.0008 (3.9311)  acc1: 45.7031 (41.9885)  acc5: 66.7969 (64.7977)  time: 0.4756  data: 0.0004  max mem: 42896
Epoch: [111]  [ 170/1251]  eta: 0:08:52  lr: 2.771e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.2206 (3.9484)  acc1: 42.5781 (41.7923)  acc5: 66.0156 (64.5422)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [111]  [ 180/1251]  eta: 0:08:46  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.6968 (3.9371)  acc1: 44.1406 (41.9350)  acc5: 65.6250 (64.6560)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [111]  [ 190/1251]  eta: 0:08:40  lr: 2.771e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 3.3407 (3.9251)  acc1: 49.6094 (42.1977)  acc5: 71.8750 (64.8315)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [111]  [ 200/1251]  eta: 0:08:35  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.5891 (3.9227)  acc1: 46.8750 (42.2108)  acc5: 70.3125 (64.8263)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [111]  [ 210/1251]  eta: 0:08:29  lr: 2.771e-02  img/s: 5.37e+02  pen: 4.7e-02  loss: 3.4003 (3.9070)  acc1: 47.2656 (42.3578)  acc5: 69.1406 (64.9345)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [111]  [ 220/1251]  eta: 0:08:23  lr: 2.771e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 3.9130 (3.9178)  acc1: 44.9219 (42.2723)  acc5: 67.1875 (64.8438)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [111]  [ 230/1251]  eta: 0:08:18  lr: 2.771e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.2482 (3.9193)  acc1: 38.2812 (42.1486)  acc5: 62.8906 (64.6814)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [111]  [ 240/1251]  eta: 0:08:13  lr: 2.771e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 4.1661 (3.9244)  acc1: 42.9688 (42.1129)  acc5: 60.9375 (64.6622)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [111]  [ 250/1251]  eta: 0:08:07  lr: 2.771e-02  img/s: 5.37e+02  pen: 4.6e-02  loss: 4.0993 (3.9176)  acc1: 45.3125 (42.2451)  acc5: 69.9219 (64.7753)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [111]  [ 260/1251]  eta: 0:08:02  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.2993 (3.9090)  acc1: 48.4375 (42.3491)  acc5: 71.0938 (64.9111)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [111]  [ 270/1251]  eta: 0:07:57  lr: 2.771e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 4.0293 (3.9226)  acc1: 41.7969 (42.0491)  acc5: 63.2812 (64.6290)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [111]  [ 280/1251]  eta: 0:07:51  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.3006 (3.9286)  acc1: 37.1094 (41.9637)  acc5: 62.8906 (64.5671)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [111]  [ 290/1251]  eta: 0:07:46  lr: 2.771e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 4.1270 (3.9278)  acc1: 41.0156 (41.9808)  acc5: 64.8438 (64.5511)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [111]  [ 300/1251]  eta: 0:07:41  lr: 2.771e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.3955 (3.9199)  acc1: 44.5312 (42.0058)  acc5: 66.4062 (64.5972)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [111]  [ 310/1251]  eta: 0:07:36  lr: 2.771e-02  img/s: 5.42e+02  pen: 4.0e-02  loss: 3.8695 (3.9226)  acc1: 44.1406 (42.0418)  acc5: 65.2344 (64.6403)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [111]  [ 320/1251]  eta: 0:07:31  lr: 2.771e-02  img/s: 5.07e+02  pen: 4.7e-02  loss: 4.2810 (3.9219)  acc1: 42.9688 (42.0853)  acc5: 65.2344 (64.6843)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [111]  [ 330/1251]  eta: 0:07:26  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.3503 (3.9284)  acc1: 40.2344 (42.0565)  acc5: 66.4062 (64.6455)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [111]  [ 340/1251]  eta: 0:07:20  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.9021 (3.9209)  acc1: 46.4844 (42.1554)  acc5: 66.7969 (64.7716)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [111]  [ 350/1251]  eta: 0:07:15  lr: 2.771e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 3.7266 (3.9258)  acc1: 43.7500 (42.0996)  acc5: 67.9688 (64.7280)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [111]  [ 360/1251]  eta: 0:07:10  lr: 2.771e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.3179 (3.9327)  acc1: 39.0625 (41.9668)  acc5: 60.9375 (64.6133)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [111]  [ 370/1251]  eta: 0:07:05  lr: 2.771e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.2420 (3.9319)  acc1: 39.0625 (41.9538)  acc5: 61.3281 (64.6300)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [111]  [ 380/1251]  eta: 0:07:00  lr: 2.771e-02  img/s: 5.42e+02  pen: 3.9e-02  loss: 3.9864 (3.9333)  acc1: 44.1406 (41.9373)  acc5: 66.4062 (64.5967)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [111]  [ 390/1251]  eta: 0:06:55  lr: 2.771e-02  img/s: 5.36e+02  pen: 4.7e-02  loss: 3.9897 (3.9359)  acc1: 44.1406 (41.9567)  acc5: 66.4062 (64.6280)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [111]  [ 400/1251]  eta: 0:06:50  lr: 2.771e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.2281 (3.9375)  acc1: 43.3594 (41.9810)  acc5: 64.4531 (64.6392)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [111]  [ 410/1251]  eta: 0:06:45  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 4.3491 (3.9434)  acc1: 39.8438 (41.8929)  acc5: 63.6719 (64.5605)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [111]  [ 420/1251]  eta: 0:06:40  lr: 2.771e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 4.2726 (3.9421)  acc1: 38.6719 (41.8692)  acc5: 64.4531 (64.5162)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [111]  [ 430/1251]  eta: 0:06:35  lr: 2.771e-02  img/s: 5.41e+02  pen: 4.7e-02  loss: 3.3730 (3.9305)  acc1: 47.6562 (41.9600)  acc5: 70.7031 (64.6453)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [111]  [ 440/1251]  eta: 0:06:30  lr: 2.771e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.1849 (3.9239)  acc1: 48.8281 (42.0219)  acc5: 73.4375 (64.7676)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [111]  [ 450/1251]  eta: 0:06:26  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.1e-02  loss: 3.0645 (3.9141)  acc1: 49.6094 (42.1009)  acc5: 73.4375 (64.8559)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [111]  [ 460/1251]  eta: 0:06:21  lr: 2.771e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 3.6201 (3.9162)  acc1: 47.2656 (42.0867)  acc5: 71.8750 (64.8793)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [111]  [ 470/1251]  eta: 0:06:16  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.7349 (3.9119)  acc1: 45.3125 (42.1402)  acc5: 71.0938 (64.9300)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [111]  [ 480/1251]  eta: 0:06:11  lr: 2.771e-02  img/s: 4.96e+02  pen: 4.8e-02  loss: 3.8268 (3.9113)  acc1: 46.8750 (42.2078)  acc5: 70.7031 (65.0013)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [111]  [ 490/1251]  eta: 0:06:06  lr: 2.771e-02  img/s: 5.37e+02  pen: 4.2e-02  loss: 4.0781 (3.9175)  acc1: 40.6250 (42.1493)  acc5: 62.8906 (64.9344)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [111]  [ 500/1251]  eta: 0:06:01  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.8480 (3.9172)  acc1: 40.6250 (42.1602)  acc5: 62.8906 (64.9233)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [111]  [ 510/1251]  eta: 0:05:56  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.6763 (3.9133)  acc1: 45.7031 (42.2250)  acc5: 68.3594 (64.9661)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [111]  [ 520/1251]  eta: 0:05:51  lr: 2.771e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.6134 (3.9120)  acc1: 46.0938 (42.2460)  acc5: 70.7031 (64.9907)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [111]  [ 530/1251]  eta: 0:05:46  lr: 2.771e-02  img/s: 5.38e+02  pen: 4.7e-02  loss: 4.0732 (3.9190)  acc1: 41.0156 (42.1103)  acc5: 57.0312 (64.8077)  time: 0.4755  data: 0.0004  max mem: 42896
Epoch: [111]  [ 540/1251]  eta: 0:05:41  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.8449 (3.9153)  acc1: 41.0156 (42.1427)  acc5: 61.7188 (64.8235)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [111]  [ 550/1251]  eta: 0:05:36  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.5012 (3.9149)  acc1: 47.6562 (42.1655)  acc5: 69.1406 (64.8289)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [111]  [ 560/1251]  eta: 0:05:32  lr: 2.771e-02  img/s: 5.39e+02  pen: 4.2e-02  loss: 4.0301 (3.9195)  acc1: 43.3594 (42.0956)  acc5: 68.7500 (64.7553)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [111]  [ 570/1251]  eta: 0:05:27  lr: 2.771e-02  img/s: 5.38e+02  pen: 4.4e-02  loss: 4.1722 (3.9220)  acc1: 43.3594 (42.0883)  acc5: 63.6719 (64.7452)  time: 0.4743  data: 0.0004  max mem: 42896
Epoch: [111]  [ 580/1251]  eta: 0:05:22  lr: 2.771e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.8852 (3.9178)  acc1: 45.7031 (42.1546)  acc5: 69.9219 (64.7960)  time: 0.4764  data: 0.0003  max mem: 42896
Epoch: [111]  [ 590/1251]  eta: 0:05:17  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.2773 (3.9142)  acc1: 49.2188 (42.2126)  acc5: 71.4844 (64.8457)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [111]  [ 600/1251]  eta: 0:05:12  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.6483 (3.9164)  acc1: 46.0938 (42.1687)  acc5: 69.5312 (64.7989)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [111]  [ 610/1251]  eta: 0:05:07  lr: 2.771e-02  img/s: 5.39e+02  pen: 4.5e-02  loss: 3.7851 (3.9142)  acc1: 45.7031 (42.2354)  acc5: 69.5312 (64.8853)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [111]  [ 620/1251]  eta: 0:05:02  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.7170 (3.9146)  acc1: 46.8750 (42.2586)  acc5: 70.3125 (64.9010)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [111]  [ 630/1251]  eta: 0:04:58  lr: 2.771e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.0603 (3.9169)  acc1: 43.3594 (42.2234)  acc5: 67.9688 (64.8642)  time: 0.4742  data: 0.0003  max mem: 42896
Epoch: [111]  [ 640/1251]  eta: 0:04:53  lr: 2.771e-02  img/s: 4.95e+02  pen: 4.4e-02  loss: 3.2852 (3.9061)  acc1: 47.6562 (42.3478)  acc5: 71.0938 (64.9742)  time: 0.4765  data: 0.0003  max mem: 42896
Epoch: [111]  [ 650/1251]  eta: 0:04:48  lr: 2.771e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.1058 (3.9014)  acc1: 50.3906 (42.4341)  acc5: 72.2656 (65.0736)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [111]  [ 660/1251]  eta: 0:04:43  lr: 2.771e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.6850 (3.9040)  acc1: 49.2188 (42.4138)  acc5: 69.1406 (65.0494)  time: 0.4738  data: 0.0003  max mem: 42896
Epoch: [111]  [ 670/1251]  eta: 0:04:38  lr: 2.771e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 4.2521 (3.9025)  acc1: 41.0156 (42.4396)  acc5: 65.6250 (65.0749)  time: 0.4739  data: 0.0003  max mem: 42896
Epoch: [111]  [ 680/1251]  eta: 0:04:33  lr: 2.771e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 4.2533 (3.9079)  acc1: 39.8438 (42.3900)  acc5: 62.5000 (65.0078)  time: 0.4752  data: 0.0003  max mem: 42896
Epoch: [111]  [ 690/1251]  eta: 0:04:29  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.4344 (3.9080)  acc1: 35.9375 (42.3594)  acc5: 59.7656 (64.9986)  time: 0.4756  data: 0.0003  max mem: 42896
Epoch: [111]  [ 700/1251]  eta: 0:04:24  lr: 2.771e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.5831 (3.9064)  acc1: 46.8750 (42.3680)  acc5: 70.7031 (64.9892)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [111]  [ 710/1251]  eta: 0:04:19  lr: 2.771e-02  img/s: 5.38e+02  pen: 4.0e-02  loss: 4.1755 (3.9101)  acc1: 40.2344 (42.2990)  acc5: 63.2812 (64.9267)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [111]  [ 720/1251]  eta: 0:04:14  lr: 2.771e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 4.2906 (3.9133)  acc1: 40.2344 (42.2736)  acc5: 62.8906 (64.9131)  time: 0.4762  data: 0.0003  max mem: 42896
Epoch: [111]  [ 730/1251]  eta: 0:04:09  lr: 2.771e-02  img/s: 5.41e+02  pen: 3.8e-02  loss: 4.1383 (3.9134)  acc1: 44.9219 (42.2554)  acc5: 66.4062 (64.8934)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [111]  [ 740/1251]  eta: 0:04:04  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.4102 (3.9092)  acc1: 48.4375 (42.2798)  acc5: 71.8750 (64.9244)  time: 0.4770  data: 0.0003  max mem: 42896
Epoch: [111]  [ 750/1251]  eta: 0:04:00  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.6294 (3.9111)  acc1: 47.2656 (42.2546)  acc5: 70.3125 (64.8911)  time: 0.4770  data: 0.0003  max mem: 42896
Epoch: [111]  [ 760/1251]  eta: 0:03:55  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.8074 (3.9080)  acc1: 45.7031 (42.2840)  acc5: 69.1406 (64.9095)  time: 0.4746  data: 0.0003  max mem: 42896
Epoch: [111]  [ 770/1251]  eta: 0:03:50  lr: 2.771e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.3565 (3.9069)  acc1: 46.0938 (42.2974)  acc5: 70.7031 (64.9360)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [111]  [ 780/1251]  eta: 0:03:45  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 4.1103 (3.9126)  acc1: 41.4062 (42.2175)  acc5: 66.0156 (64.8698)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [111]  [ 790/1251]  eta: 0:03:40  lr: 2.771e-02  img/s: 5.38e+02  pen: 4.2e-02  loss: 3.9224 (3.9088)  acc1: 41.4062 (42.2552)  acc5: 66.7969 (64.9010)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [111]  [ 800/1251]  eta: 0:03:36  lr: 2.771e-02  img/s: 5.09e+02  pen: 4.9e-02  loss: 3.5983 (3.9082)  acc1: 46.8750 (42.2875)  acc5: 69.5312 (64.9213)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [111]  [ 810/1251]  eta: 0:03:31  lr: 2.771e-02  img/s: 5.41e+02  pen: 4.4e-02  loss: 3.5475 (3.9033)  acc1: 46.8750 (42.3542)  acc5: 69.5312 (64.9907)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [111]  [ 820/1251]  eta: 0:03:26  lr: 2.771e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.1992 (3.9003)  acc1: 48.8281 (42.3940)  acc5: 73.8281 (65.0555)  time: 0.4751  data: 0.0004  max mem: 42896
Epoch: [111]  [ 830/1251]  eta: 0:03:21  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.3e-02  loss: 3.7972 (3.9018)  acc1: 44.9219 (42.3783)  acc5: 70.7031 (65.0586)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [111]  [ 840/1251]  eta: 0:03:16  lr: 2.771e-02  img/s: 5.42e+02  pen: 3.7e-02  loss: 4.1208 (3.9041)  acc1: 42.1875 (42.3603)  acc5: 65.6250 (65.0435)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [111]  [ 850/1251]  eta: 0:03:12  lr: 2.771e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 3.9981 (3.9033)  acc1: 46.4844 (42.3968)  acc5: 69.1406 (65.0811)  time: 0.4766  data: 0.0003  max mem: 42896
Epoch: [111]  [ 860/1251]  eta: 0:03:07  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 3.9820 (3.9033)  acc1: 44.9219 (42.3817)  acc5: 69.1406 (65.0597)  time: 0.4747  data: 0.0004  max mem: 42896
Epoch: [111]  [ 870/1251]  eta: 0:03:02  lr: 2.771e-02  img/s: 5.41e+02  pen: 4.1e-02  loss: 4.1419 (3.9059)  acc1: 41.7969 (42.3732)  acc5: 63.2812 (65.0406)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [111]  [ 880/1251]  eta: 0:02:57  lr: 2.771e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.3089 (3.9088)  acc1: 40.2344 (42.3613)  acc5: 62.1094 (65.0140)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [111]  [ 890/1251]  eta: 0:02:52  lr: 2.771e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 4.3827 (3.9143)  acc1: 40.2344 (42.3287)  acc5: 62.8906 (64.9779)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [111]  [ 900/1251]  eta: 0:02:48  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.3126 (3.9161)  acc1: 41.0156 (42.3262)  acc5: 64.4531 (64.9755)  time: 0.4760  data: 0.0004  max mem: 42896
Epoch: [111]  [ 910/1251]  eta: 0:02:43  lr: 2.771e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 4.2282 (3.9182)  acc1: 42.9688 (42.3174)  acc5: 65.2344 (64.9681)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [111]  [ 920/1251]  eta: 0:02:38  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.6164 (3.9140)  acc1: 47.2656 (42.3822)  acc5: 70.3125 (65.0257)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [111]  [ 930/1251]  eta: 0:02:33  lr: 2.771e-02  img/s: 5.39e+02  pen: 4.3e-02  loss: 3.2696 (3.9133)  acc1: 48.4375 (42.4011)  acc5: 71.4844 (65.0351)  time: 0.4769  data: 0.0004  max mem: 42896
Epoch: [111]  [ 940/1251]  eta: 0:02:28  lr: 2.771e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 3.9549 (3.9136)  acc1: 46.0938 (42.3872)  acc5: 68.7500 (65.0252)  time: 0.4768  data: 0.0004  max mem: 42896
Epoch: [111]  [ 950/1251]  eta: 0:02:24  lr: 2.771e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.6268 (3.9131)  acc1: 47.6562 (42.4073)  acc5: 68.7500 (65.0442)  time: 0.4742  data: 0.0004  max mem: 42896
Epoch: [111]  [ 960/1251]  eta: 0:02:19  lr: 2.771e-02  img/s: 4.96e+02  pen: 4.5e-02  loss: 4.0331 (3.9149)  acc1: 43.7500 (42.3761)  acc5: 66.4062 (65.0189)  time: 0.4762  data: 0.0004  max mem: 42896
Epoch: [111]  [ 970/1251]  eta: 0:02:14  lr: 2.771e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 4.3186 (3.9172)  acc1: 39.4531 (42.3468)  acc5: 63.6719 (64.9765)  time: 0.4757  data: 0.0004  max mem: 42896
Epoch: [111]  [ 980/1251]  eta: 0:02:09  lr: 2.771e-02  img/s: 5.41e+02  pen: 4.2e-02  loss: 4.1864 (3.9161)  acc1: 41.0156 (42.3376)  acc5: 62.8906 (64.9664)  time: 0.4734  data: 0.0004  max mem: 42896
Epoch: [111]  [ 990/1251]  eta: 0:02:04  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 4.1068 (3.9172)  acc1: 44.9219 (42.3456)  acc5: 68.7500 (64.9797)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [111]  [1000/1251]  eta: 0:02:00  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.9e-02  loss: 4.1878 (3.9181)  acc1: 43.7500 (42.3448)  acc5: 67.1875 (64.9827)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [111]  [1010/1251]  eta: 0:01:55  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.6253 (3.9162)  acc1: 46.4844 (42.3757)  acc5: 68.3594 (65.0246)  time: 0.4767  data: 0.0004  max mem: 42896
Epoch: [111]  [1020/1251]  eta: 0:01:50  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.5674 (3.9149)  acc1: 48.4375 (42.3933)  acc5: 71.8750 (65.0572)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [111]  [1030/1251]  eta: 0:01:45  lr: 2.771e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 3.7881 (3.9162)  acc1: 45.7031 (42.3739)  acc5: 69.5312 (65.0267)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [111]  [1040/1251]  eta: 0:01:40  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.6e-02  loss: 3.8604 (3.9168)  acc1: 41.7969 (42.3672)  acc5: 65.2344 (65.0250)  time: 0.4754  data: 0.0003  max mem: 42896
Epoch: [111]  [1050/1251]  eta: 0:01:36  lr: 2.771e-02  img/s: 5.40e+02  pen: 5.1e-02  loss: 4.2580 (3.9188)  acc1: 41.7969 (42.3373)  acc5: 65.2344 (64.9987)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [111]  [1060/1251]  eta: 0:01:31  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.8662 (3.9151)  acc1: 45.7031 (42.3878)  acc5: 68.3594 (65.0532)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [111]  [1070/1251]  eta: 0:01:26  lr: 2.771e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.7203 (3.9156)  acc1: 45.7031 (42.3731)  acc5: 68.7500 (65.0352)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [111]  [1080/1251]  eta: 0:01:21  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 4.0963 (3.9153)  acc1: 41.7969 (42.3844)  acc5: 63.6719 (65.0468)  time: 0.4743  data: 0.0003  max mem: 42896
Epoch: [111]  [1090/1251]  eta: 0:01:16  lr: 2.771e-02  img/s: 5.39e+02  pen: 4.6e-02  loss: 3.8529 (3.9142)  acc1: 44.5312 (42.3955)  acc5: 68.7500 (65.0622)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [111]  [1100/1251]  eta: 0:01:12  lr: 2.771e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.8529 (3.9137)  acc1: 46.8750 (42.3979)  acc5: 68.7500 (65.0676)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [111]  [1110/1251]  eta: 0:01:07  lr: 2.771e-02  img/s: 5.38e+02  pen: 5.0e-02  loss: 3.9028 (3.9159)  acc1: 45.3125 (42.3647)  acc5: 68.3594 (65.0192)  time: 0.4741  data: 0.0003  max mem: 42896
Epoch: [111]  [1120/1251]  eta: 0:01:02  lr: 2.771e-02  img/s: 4.84e+02  pen: 4.5e-02  loss: 3.9548 (3.9152)  acc1: 45.3125 (42.3694)  acc5: 68.3594 (65.0249)  time: 0.4772  data: 0.0003  max mem: 42896
Epoch: [111]  [1130/1251]  eta: 0:00:57  lr: 2.771e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.3374 (3.9211)  acc1: 34.3750 (42.2877)  acc5: 59.3750 (64.9353)  time: 0.4772  data: 0.0003  max mem: 42896
Epoch: [111]  [1140/1251]  eta: 0:00:53  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.4e-02  loss: 3.9704 (3.9178)  acc1: 45.3125 (42.3371)  acc5: 69.1406 (64.9711)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [111]  [1150/1251]  eta: 0:00:48  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.0e-02  loss: 3.7490 (3.9201)  acc1: 47.2656 (42.3083)  acc5: 69.1406 (64.9313)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [111]  [1160/1251]  eta: 0:00:43  lr: 2.771e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.0004 (3.9202)  acc1: 45.7031 (42.3019)  acc5: 65.2344 (64.9195)  time: 0.4758  data: 0.0004  max mem: 42896
Epoch: [111]  [1170/1251]  eta: 0:00:38  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.2e-02  loss: 4.2841 (3.9231)  acc1: 42.1875 (42.2469)  acc5: 63.6719 (64.8554)  time: 0.4761  data: 0.0004  max mem: 42896
Epoch: [111]  [1180/1251]  eta: 0:00:33  lr: 2.771e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.6889 (3.9196)  acc1: 46.8750 (42.2957)  acc5: 71.0938 (64.9069)  time: 0.4744  data: 0.0003  max mem: 42896
Epoch: [111]  [1190/1251]  eta: 0:00:29  lr: 2.771e-02  img/s: 5.39e+02  pen: 4.7e-02  loss: 3.2091 (3.9156)  acc1: 50.7812 (42.3521)  acc5: 73.8281 (64.9648)  time: 0.4757  data: 0.0003  max mem: 42896
Epoch: [111]  [1200/1251]  eta: 0:00:24  lr: 2.771e-02  img/s: 5.41e+02  pen: 4.9e-02  loss: 3.2091 (3.9145)  acc1: 52.3438 (42.3700)  acc5: 73.8281 (64.9787)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [111]  [1210/1251]  eta: 0:00:19  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.3555 (3.9123)  acc1: 48.0469 (42.4033)  acc5: 69.9219 (65.0112)  time: 0.4747  data: 0.0003  max mem: 42896
Epoch: [111]  [1220/1251]  eta: 0:00:14  lr: 2.771e-02  img/s: 5.40e+02  pen: 4.7e-02  loss: 3.7730 (3.9116)  acc1: 45.3125 (42.4002)  acc5: 68.7500 (65.0079)  time: 0.4763  data: 0.0003  max mem: 42896
Epoch: [111]  [1230/1251]  eta: 0:00:10  lr: 2.771e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 4.0937 (3.9129)  acc1: 42.5781 (42.3728)  acc5: 65.6250 (64.9875)  time: 0.4760  data: 0.0003  max mem: 42896
Epoch: [111]  [1240/1251]  eta: 0:00:05  lr: 2.771e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 4.1347 (3.9144)  acc1: 42.5781 (42.3584)  acc5: 68.7500 (64.9794)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [111]  [1250/1251]  eta: 0:00:00  lr: 2.771e-02  img/s: 5.41e+02  pen: 5.0e-02  loss: 4.1270 (3.9142)  acc1: 42.1875 (42.3524)  acc5: 68.7500 (64.9677)  time: 0.4758  data: 0.0003  max mem: 42896
Epoch: [111] Total time: 0:09:58
Test:   [ 0/49]  eta: 0:02:24  loss: 2.2621 (2.2621)  acc1: 78.1250 (78.1250)  acc5: 93.7500 (93.7500)  time: 2.9436  data: 2.6903  max mem: 42896
Test:  Total time: 0:00:15
Test:  Acc@1 60.674 Acc@5 83.802 Loss: 2.823
Test: EMA  [ 0/49]  eta: 0:02:11  loss: 2.0830 (2.0830)  acc1: 80.4688 (80.4688)  acc5: 96.0938 (96.0938)  time: 2.6737  data: 2.4201  max mem: 42896
Test: EMA Total time: 0:00:15
Test: EMA Acc@1 60.724 Acc@5 83.364 Loss: 2.802
Epoch: [112]  [   0/1251]  eta: 1:19:05  lr: 2.767e-02  img/s: 5.17e+02  pen: 4.5e-02  loss: 2.9385 (2.9385)  acc1: 55.0781 (55.0781)  acc5: 73.8281 (73.8281)  time: 3.7932  data: 3.2976  max mem: 42896
Epoch: [112]  [  10/1251]  eta: 0:16:02  lr: 2.767e-02  img/s: 5.41e+02  pen: 4.8e-02  loss: 3.9926 (3.7398)  acc1: 48.0469 (45.8807)  acc5: 73.0469 (69.1051)  time: 0.7758  data: 0.3001  max mem: 42896
Epoch: [112]  [  20/1251]  eta: 0:12:58  lr: 2.767e-02  img/s: 5.40e+02  pen: 4.5e-02  loss: 3.2638 (3.5920)  acc1: 48.0469 (47.0052)  acc5: 72.6562 (70.4985)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [112]  [  30/1251]  eta: 0:11:49  lr: 2.767e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.4146 (3.7229)  acc1: 47.6562 (44.6447)  acc5: 71.4844 (67.8175)  time: 0.4737  data: 0.0003  max mem: 42896
Epoch: [112]  [  40/1251]  eta: 0:11:12  lr: 2.767e-02  img/s: 5.41e+02  pen: 4.3e-02  loss: 3.4210 (3.6686)  acc1: 48.0469 (45.0457)  acc5: 71.8750 (68.4832)  time: 0.4751  data: 0.0003  max mem: 42896
Epoch: [112]  [  50/1251]  eta: 0:10:47  lr: 2.767e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 3.8676 (3.8167)  acc1: 47.2656 (43.1449)  acc5: 70.7031 (66.2071)  time: 0.4748  data: 0.0003  max mem: 42896
Epoch: [112]  [  60/1251]  eta: 0:10:29  lr: 2.767e-02  img/s: 5.40e+02  pen: 3.7e-02  loss: 4.5388 (3.8849)  acc1: 34.3750 (42.4949)  acc5: 58.2031 (65.5546)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [112]  [  70/1251]  eta: 0:10:15  lr: 2.767e-02  img/s: 5.43e+02  pen: 4.8e-02  loss: 3.9977 (3.8807)  acc1: 41.4062 (42.6882)  acc5: 64.0625 (65.6745)  time: 0.4753  data: 0.0003  max mem: 42896
Epoch: [112]  [  80/1251]  eta: 0:10:03  lr: 2.767e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 4.2115 (3.9278)  acc1: 41.4062 (42.2647)  acc5: 64.0625 (65.2488)  time: 0.4750  data: 0.0003  max mem: 42896
Epoch: [112]  [  90/1251]  eta: 0:09:54  lr: 2.767e-02  img/s: 5.41e+02  pen: 5.1e-02  loss: 4.5502 (3.9615)  acc1: 38.2812 (41.5436)  acc5: 61.3281 (64.6420)  time: 0.4789  data: 0.0003  max mem: 42896
Epoch: [112]  [ 100/1251]  eta: 0:09:45  lr: 2.767e-02  img/s: 5.39e+02  pen: 3.8e-02  loss: 4.3590 (3.9752)  acc1: 40.2344 (41.2554)  acc5: 63.2812 (64.4415)  time: 0.4805  data: 0.0003  max mem: 42896
Epoch: [112]  [ 110/1251]  eta: 0:09:36  lr: 2.767e-02  img/s: 5.41e+02  pen: 3.9e-02  loss: 3.7268 (3.9434)  acc1: 44.9219 (41.7511)  acc5: 69.1406 (64.8789)  time: 0.4759  data: 0.0010  max mem: 42896
Epoch: [112]  [ 120/1251]  eta: 0:09:28  lr: 2.767e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.3295 (3.9189)  acc1: 50.3906 (42.1584)  acc5: 72.6562 (65.2763)  time: 0.4741  data: 0.0011  max mem: 42896
Epoch: [112]  [ 130/1251]  eta: 0:09:23  lr: 2.767e-02  img/s: 5.42e+02  pen: 4.9e-02  loss: 3.5150 (3.9050)  acc1: 47.2656 (42.2978)  acc5: 71.8750 (65.3119)  time: 0.4851  data: 0.0004  max mem: 42896
Epoch: [112]  [ 140/1251]  eta: 0:09:15  lr: 2.767e-02  img/s: 5.42e+02  pen: 4.5e-02  loss: 3.7381 (3.9144)  acc1: 47.2656 (42.2540)  acc5: 71.4844 (65.2538)  time: 0.4851  data: 0.0004  max mem: 42896
Epoch: [112]  [ 150/1251]  eta: 0:09:08  lr: 2.767e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.8592 (3.9244)  acc1: 46.8750 (42.2160)  acc5: 69.1406 (65.1180)  time: 0.4730  data: 0.0004  max mem: 42896
Epoch: [112]  [ 160/1251]  eta: 0:09:02  lr: 2.767e-02  img/s: 5.11e+02  pen: 4.3e-02  loss: 3.9238 (3.9353)  acc1: 46.8750 (42.1657)  acc5: 67.1875 (65.0257)  time: 0.4745  data: 0.0003  max mem: 42896
Epoch: [112]  [ 170/1251]  eta: 0:08:55  lr: 2.767e-02  img/s: 5.41e+02  pen: 4.0e-02  loss: 3.9238 (3.9320)  acc1: 44.1406 (42.2058)  acc5: 66.4062 (65.0425)  time: 0.4746  data: 0.0004  max mem: 42896
Epoch: [112]  [ 180/1251]  eta: 0:08:49  lr: 2.767e-02  img/s: 5.42e+02  pen: 4.7e-02  loss: 4.1398 (3.9416)  acc1: 42.1875 (41.9997)  acc5: 66.4062 (64.8286)  time: 0.4731  data: 0.0004  max mem: 42896
Epoch: [112]  [ 190/1251]  eta: 0:08:43  lr: 2.767e-02  img/s: 5.42e+02  pen: 4.6e-02  loss: 3.9836 (3.9334)  acc1: 45.7031 (42.0402)  acc5: 67.5781 (64.8376)  time: 0.4729  data: 0.0004  max mem: 42896
Epoch: [112]  [ 200/1251]  eta: 0:08:37  lr: 2.767e-02  img/s: 5.42e+02  pen: 2.3e-01  loss: 3.7958 (3.9338)  acc1: 48.0469 (42.0845)  acc5: 69.5312 (64.8671)  time: 0.4744  data: 0.0004  max mem: 42896
Epoch: [112]  [ 210/1251]  eta: 0:08:31  lr: 2.767e-02  img/s: 5.42e+02  pen: 5.4e-02  loss: 4.3097 (3.9470)  acc1: 41.0156 (41.9117)  acc5: 62.1094 (64.6457)  time: 0.4745  data: 0.0005  max mem: 42896
Epoch: [112]  [ 220/1251]  eta: 0:08:25  lr: 2.767e-02  img/s: 5.42e+02  pen: 5.2e-02  loss: 4.4016 (3.9483)  acc1: 41.0156 (41.9012)  acc5: 61.3281 (64.5786)  time: 0.4730  data: 0.0005  max mem: 42896
Epoch: [112]  [ 230/1251]  eta: 0:08:20  lr: 2.767e-02  img/s: 5.42e+02  pen: 4.8e-02  loss: 4.0107 (3.9461)  acc1: 44.9219 (42.0083)  acc5: 69.5312 (64.7135)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [112]  [ 240/1251]  eta: 0:08:14  lr: 2.767e-02  img/s: 5.41e+02  pen: 4.5e-02  loss: 3.9546 (3.9455)  acc1: 46.4844 (42.0368)  acc5: 69.9219 (64.7027)  time: 0.4745  data: 0.0004  max mem: 42896
Epoch: [112]  [ 250/1251]  eta: 0:08:09  lr: 2.767e-02  img/s: 5.42e+02  pen: 5.1e-02  loss: 3.3850 (3.9355)  acc1: 45.3125 (42.1284)  acc5: 69.9219 (64.7628)  time: 0.4736  data: 0.0004  max mem: 42896
Epoch: [112]  [ 260/1251]  eta: 0:08:03  lr: 2.767e-02  img/s: 5.42e+02  pen: 4.3e-02  loss: 3.6876 (3.9426)  acc1: 45.3125 (42.1291)  acc5: 69.5312 (64.7001)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [112]  [ 270/1251]  eta: 0:07:58  lr: 2.767e-02  img/s: 5.39e+02  pen: 4.8e-02  loss: 4.3421 (3.9546)  acc1: 39.0625 (41.9756)  acc5: 60.9375 (64.5223)  time: 0.4754  data: 0.0004  max mem: 42896
Epoch: [112]  [ 280/1251]  eta: 0:07:53  lr: 2.767e-02  img/s: 5.42e+02  pen: 5.0e-02  loss: 3.9842 (3.9538)  acc1: 39.4531 (42.0040)  acc5: 62.8906 (64.5226)  time: 0.4741  data: 0.0004  max mem: 42896
Epoch: [112]  [ 290/1251]  eta: 0:07:47  lr: 2.767e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.6066 (3.9459)  acc1: 45.3125 (42.0989)  acc5: 68.3594 (64.6290)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [112]  [ 300/1251]  eta: 0:07:42  lr: 2.767e-02  img/s: 5.42e+02  pen: 4.4e-02  loss: 3.6376 (3.9445)  acc1: 44.1406 (42.1187)  acc5: 67.9688 (64.5985)  time: 0.4765  data: 0.0004  max mem: 42896
Epoch: [112]  [ 310/1251]  eta: 0:07:37  lr: 2.767e-02  img/s: 5.41e+02  pen: 4.6e-02  loss: 4.0731 (3.9508)  acc1: 44.1406 (42.1008)  acc5: 66.0156 (64.5976)  time: 0.4740  data: 0.0004  max mem: 42896
Epoch: [112]  [ 320/1251]  eta: 0:07:32  lr: 2.767e-02  img/s: 4.93e+02  pen: 4.8e-02  loss: 4.1530 (3.9542)  acc1: 41.4062 (41.9952)  acc5: 66.0156 (64.5091)  time: 0.4763  data: 0.0004  max mem: 42896
Epoch: [112]  [ 330/1251]  eta: 0:07:27  lr: 2.767e-02  img/s: 5.42e+02  pen: 4.2e-02  loss: 3.5233 (3.9445)  acc1: 44.9219 (42.1202)  acc5: 69.9219 (64.6408)  time: 0.4759  data: 0.0004  max mem: 42896
Epoch: [112]  [ 340/1251]  eta: 0:07:21  lr: 2.767e-02  img/s: 5.39e+02  pen: 5.2e-02  loss: 3.8222 (3.9508)  acc1: 48.0469 (42.0672)  acc5: 70.7031 (64.5814)  time: 0.4736  data: 0.0003  max mem: 42896
Epoch: [112]  [ 350/1251]  eta: 0:07:16  lr: 2.767e-02  img/s: 5.40e+02  pen: 4.8e-02  loss: 3.7649 (3.9462)  acc1: 46.0938 (42.1152)  acc5: 68.3594 (64.6646)  time: 0.4740  data: 0.0003  max mem: 42896
Epoch: [112]  [ 360/1251]  eta: 0:07:11  lr: 2.767e-02  img/s: 5.41e+02  pen: 5.1e-02  loss: 4.1601 (3.9544)  acc1: 40.6250 (41.8986)  acc5: 65.2344 (64.4856)  time: 0.4761  data: 0.0003  max mem: 42896
Epoch: [112]  [ 370/1251]  eta: 0:07:06  lr: 2.767e-02  img/s: 5.42e+02  pen: 7.1e-02  loss: 4.2371 (3.9465)  acc1: 39.4531 (41.9517)  acc5: 65.2344 (64.5595)  time: 0.4759  data: 0.0003  max mem: 42896
Epoch: [112]  [ 380/1251]  eta: 0:07:01  lr: 2.767e-02  img/s: 5.50e+02  pen: nan  loss: nan (nan)  acc1: 43.7500 (41.6749)  acc5: 68.3594 (64.1179)  time: 0.4734  data: 0.0003  max mem: 42896
Epoch: [112]  [ 390/1251]  eta: 0:06:56  lr: 2.767e-02  img/s: 5.48e+02  pen: nan  loss: nan (nan)  acc1: 0.3906 (40.6140)  acc5: 0.7812 (62.4920)  time: 0.4717  data: 0.0003  max mem: 42896
Epoch: [112]  [ 400/1251]  eta: 0:06:51  lr: 2.767e-02  img/s: 5.47e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (39.6031)  acc5: 0.3906 (60.9463)  time: 0.4686  data: 0.0003  max mem: 42896
Epoch: [112]  [ 410/1251]  eta: 0:06:46  lr: 2.767e-02  img/s: 5.48e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (38.6443)  acc5: 0.7812 (59.4852)  time: 0.4669  data: 0.0003  max mem: 42896
Epoch: [112]  [ 420/1251]  eta: 0:06:41  lr: 2.767e-02  img/s: 5.50e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (37.7283)  acc5: 0.3906 (58.0806)  time: 0.4683  data: 0.0003  max mem: 42896
Epoch: [112]  [ 430/1251]  eta: 0:06:35  lr: 2.767e-02  img/s: 5.50e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (36.8538)  acc5: 0.3906 (56.7421)  time: 0.4681  data: 0.0003  max mem: 42896
Epoch: [112]  [ 440/1251]  eta: 0:06:30  lr: 2.767e-02  img/s: 5.49e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (36.0208)  acc5: 0.3906 (55.4688)  time: 0.4717  data: 0.0003  max mem: 42896
Epoch: [112]  [ 450/1251]  eta: 0:06:25  lr: 2.767e-02  img/s: 5.49e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (35.2255)  acc5: 0.3906 (54.2518)  time: 0.4732  data: 0.0003  max mem: 42896
Epoch: [112]  [ 460/1251]  eta: 0:06:20  lr: 2.767e-02  img/s: 5.50e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (34.4631)  acc5: 0.3906 (53.0860)  time: 0.4681  data: 0.0003  max mem: 42896
Epoch: [112]  [ 470/1251]  eta: 0:06:15  lr: 2.767e-02  img/s: 5.48e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (33.7323)  acc5: 0.3906 (51.9689)  time: 0.4670  data: 0.0003  max mem: 42896
Epoch: [112]  [ 480/1251]  eta: 0:06:10  lr: 2.767e-02  img/s: 4.96e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (33.0334)  acc5: 0.3906 (50.8998)  time: 0.4698  data: 0.0003  max mem: 42896
Epoch: [112]  [ 490/1251]  eta: 0:06:05  lr: 2.767e-02  img/s: 5.49e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (32.3630)  acc5: 0.3906 (49.8751)  time: 0.4697  data: 0.0003  max mem: 42896
Epoch: [112]  [ 500/1251]  eta: 0:06:00  lr: 2.767e-02  img/s: 5.49e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (31.7186)  acc5: 0.3906 (48.8905)  time: 0.4673  data: 0.0003  max mem: 42896
Epoch: [112]  [ 510/1251]  eta: 0:05:55  lr: 2.767e-02  img/s: 5.45e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (31.0994)  acc5: 0.3906 (47.9437)  time: 0.4672  data: 0.0003  max mem: 42896
Epoch: [112]  [ 520/1251]  eta: 0:05:50  lr: 2.767e-02  img/s: 5.48e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (30.5055)  acc5: 0.3906 (47.0317)  time: 0.4685  data: 0.0003  max mem: 42896
Epoch: [112]  [ 530/1251]  eta: 0:05:45  lr: 2.767e-02  img/s: 5.50e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (29.9332)  acc5: 0.3906 (46.1555)  time: 0.4682  data: 0.0003  max mem: 42896
Epoch: [112]  [ 540/1251]  eta: 0:05:40  lr: 2.767e-02  img/s: 5.50e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (29.3821)  acc5: 0.3906 (45.3096)  time: 0.4666  data: 0.0003  max mem: 42896
Epoch: [112]  [ 550/1251]  eta: 0:05:36  lr: 2.767e-02  img/s: 5.48e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (28.8502)  acc5: 0.3906 (44.4951)  time: 0.4690  data: 0.0003  max mem: 42896
Epoch: [112]  [ 560/1251]  eta: 0:05:31  lr: 2.767e-02  img/s: 5.49e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (28.3374)  acc5: 0.3906 (43.7096)  time: 0.4691  data: 0.0003  max mem: 42896
Epoch: [112]  [ 570/1251]  eta: 0:05:26  lr: 2.767e-02  img/s: 5.49e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (27.8411)  acc5: 0.3906 (42.9503)  time: 0.4672  data: 0.0003  max mem: 42896
Epoch: [112]  [ 580/1251]  eta: 0:05:21  lr: 2.767e-02  img/s: 5.47e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (27.3626)  acc5: 0.3906 (42.2178)  time: 0.4698  data: 0.0003  max mem: 42896
Epoch: [112]  [ 590/1251]  eta: 0:05:16  lr: 2.767e-02  img/s: 5.47e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (26.9022)  acc5: 0.7812 (41.5127)  time: 0.4697  data: 0.0003  max mem: 42896
Epoch: [112]  [ 600/1251]  eta: 0:05:11  lr: 2.767e-02  img/s: 5.47e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (26.4553)  acc5: 0.3906 (40.8284)  time: 0.4673  data: 0.0003  max mem: 42896
Epoch: [112]  [ 610/1251]  eta: 0:05:06  lr: 2.767e-02  img/s: 5.49e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (26.0242)  acc5: 0.3906 (40.1698)  time: 0.4691  data: 0.0003  max mem: 42896
Epoch: [112]  [ 620/1251]  eta: 0:05:01  lr: 2.767e-02  img/s: 5.50e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (25.6070)  acc5: 0.3906 (39.5311)  time: 0.4688  data: 0.0004  max mem: 42896
Epoch: [112]  [ 630/1251]  eta: 0:04:56  lr: 2.767e-02  img/s: 5.50e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (25.2024)  acc5: 0.3906 (38.9133)  time: 0.4666  data: 0.0004  max mem: 42896
Epoch: [112]  [ 640/1251]  eta: 0:04:51  lr: 2.767e-02  img/s: 5.15e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (24.8111)  acc5: 0.3906 (38.3111)  time: 0.4682  data: 0.0004  max mem: 42896
Epoch: [112]  [ 650/1251]  eta: 0:04:47  lr: 2.767e-02  img/s: 5.49e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (24.4306)  acc5: 0.3906 (37.7304)  time: 0.4689  data: 0.0004  max mem: 42896
Epoch: [112]  [ 660/1251]  eta: 0:04:42  lr: 2.767e-02  img/s: 5.50e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (24.0627)  acc5: 0.3906 (37.1673)  time: 0.4672  data: 0.0004  max mem: 42896
Epoch: [112]  [ 670/1251]  eta: 0:04:37  lr: 2.767e-02  img/s: 5.49e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (23.7047)  acc5: 0.3906 (36.6169)  time: 0.4667  data: 0.0004  max mem: 42896
Epoch: [112]  [ 680/1251]  eta: 0:04:32  lr: 2.767e-02  img/s: 5.50e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (23.3583)  acc5: 0.0000 (36.0855)  time: 0.4686  data: 0.0004  max mem: 42896
Epoch: [112]  [ 690/1251]  eta: 0:04:27  lr: 2.767e-02  img/s: 5.46e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (23.0214)  acc5: 0.0000 (35.5706)  time: 0.4689  data: 0.0004  max mem: 42896
Epoch: [112]  [ 700/1251]  eta: 0:04:22  lr: 2.767e-02  img/s: 5.50e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (22.6953)  acc5: 0.3906 (35.0693)  time: 0.4672  data: 0.0004  max mem: 42896
Epoch: [112]  [ 710/1251]  eta: 0:04:17  lr: 2.767e-02  img/s: 5.49e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (22.3777)  acc5: 0.3906 (34.5827)  time: 0.4684  data: 0.0004  max mem: 42896
Epoch: [112]  [ 720/1251]  eta: 0:04:13  lr: 2.767e-02  img/s: 5.48e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (22.0690)  acc5: 0.3906 (34.1117)  time: 0.4687  data: 0.0004  max mem: 42896
Epoch: [112]  [ 730/1251]  eta: 0:04:08  lr: 2.767e-02  img/s: 5.50e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (21.7692)  acc5: 0.3906 (33.6515)  time: 0.4674  data: 0.0005  max mem: 42896
Epoch: [112]  [ 740/1251]  eta: 0:04:03  lr: 2.767e-02  img/s: 5.50e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (21.4765)  acc5: 0.3906 (33.2042)  time: 0.4689  data: 0.0004  max mem: 42896
Epoch: [112]  [ 750/1251]  eta: 0:03:58  lr: 2.767e-02  img/s: 5.48e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (21.1926)  acc5: 0.3906 (32.7709)  time: 0.4689  data: 0.0004  max mem: 42896
Epoch: [112]  [ 760/1251]  eta: 0:03:53  lr: 2.767e-02  img/s: 5.49e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (20.9151)  acc5: 0.3906 (32.3454)  time: 0.4672  data: 0.0004  max mem: 42896
Epoch: [112]  [ 770/1251]  eta: 0:03:49  lr: 2.767e-02  img/s: 5.48e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (20.6459)  acc5: 0.3906 (31.9355)  time: 0.4684  data: 0.0004  max mem: 42896
Epoch: [112]  [ 780/1251]  eta: 0:03:44  lr: 2.767e-02  img/s: 5.49e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (20.3845)  acc5: 0.7812 (31.5326)  time: 0.4685  data: 0.0004  max mem: 42896
Epoch: [112]  [ 790/1251]  eta: 0:03:39  lr: 2.767e-02  img/s: 5.49e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (20.1273)  acc5: 0.3906 (31.1384)  time: 0.4670  data: 0.0004  max mem: 42896
Epoch: [112]  [ 800/1251]  eta: 0:03:34  lr: 2.767e-02  img/s: 4.94e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (19.8765)  acc5: 0.3906 (30.7555)  time: 0.4693  data: 0.0004  max mem: 42896
Epoch: [112]  [ 810/1251]  eta: 0:03:29  lr: 2.767e-02  img/s: 5.48e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (19.6329)  acc5: 0.3906 (30.3830)  time: 0.4690  data: 0.0004  max mem: 42896
Epoch: [112]  [ 820/1251]  eta: 0:03:25  lr: 2.767e-02  img/s: 5.47e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (19.3956)  acc5: 0.3906 (30.0196)  time: 0.4666  data: 0.0004  max mem: 42896
Epoch: [112]  [ 830/1251]  eta: 0:03:20  lr: 2.767e-02  img/s: 5.48e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (19.1646)  acc5: 0.3906 (29.6640)  time: 0.4673  data: 0.0004  max mem: 42896
Epoch: [112]  [ 840/1251]  eta: 0:03:15  lr: 2.767e-02  img/s: 5.48e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (18.9386)  acc5: 0.3906 (29.3196)  time: 0.4695  data: 0.0004  max mem: 42896
Epoch: [112]  [ 850/1251]  eta: 0:03:10  lr: 2.767e-02  img/s: 5.49e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (18.7170)  acc5: 0.3906 (28.9792)  time: 0.4693  data: 0.0003  max mem: 42896
Epoch: [112]  [ 860/1251]  eta: 0:03:05  lr: 2.767e-02  img/s: 5.50e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (18.5009)  acc5: 0.3906 (28.6486)  time: 0.4669  data: 0.0003  max mem: 42896
Epoch: [112]  [ 870/1251]  eta: 0:03:01  lr: 2.767e-02  img/s: 5.50e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (18.2908)  acc5: 0.3906 (28.3277)  time: 0.4682  data: 0.0003  max mem: 42896
Epoch: [112]  [ 880/1251]  eta: 0:02:56  lr: 2.767e-02  img/s: 5.48e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (18.0840)  acc5: 0.3906 (28.0128)  time: 0.4680  data: 0.0003  max mem: 42896
Epoch: [112]  [ 890/1251]  eta: 0:02:51  lr: 2.767e-02  img/s: 5.49e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (17.8819)  acc5: 0.3906 (27.7037)  time: 0.4665  data: 0.0003  max mem: 42896
Epoch: [112]  [ 900/1251]  eta: 0:02:46  lr: 2.767e-02  img/s: 5.48e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (17.6852)  acc5: 0.3906 (27.4040)  time: 0.4681  data: 0.0003  max mem: 42896
Epoch: [112]  [ 910/1251]  eta: 0:02:41  lr: 2.767e-02  img/s: 5.48e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (17.4937)  acc5: 0.7812 (27.1122)  time: 0.4683  data: 0.0003  max mem: 42896
Epoch: [112]  [ 920/1251]  eta: 0:02:37  lr: 2.767e-02  img/s: 5.48e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (17.3050)  acc5: 0.7812 (26.8255)  time: 0.4670  data: 0.0003  max mem: 42896
Epoch: [112]  [ 930/1251]  eta: 0:02:32  lr: 2.767e-02  img/s: 5.50e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (17.1204)  acc5: 0.3906 (26.5415)  time: 0.4684  data: 0.0003  max mem: 42896
Epoch: [112]  [ 940/1251]  eta: 0:02:27  lr: 2.767e-02  img/s: 5.47e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (16.9388)  acc5: 0.3906 (26.2678)  time: 0.4682  data: 0.0003  max mem: 42896
Epoch: [112]  [ 950/1251]  eta: 0:02:22  lr: 2.767e-02  img/s: 5.48e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (16.7611)  acc5: 0.3906 (25.9944)  time: 0.4671  data: 0.0003  max mem: 42896
Epoch: [112]  [ 960/1251]  eta: 0:02:18  lr: 2.767e-02  img/s: 5.15e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (16.5871)  acc5: 0.3906 (25.7292)  time: 0.4687  data: 0.0003  max mem: 42896
Epoch: [112]  [ 970/1251]  eta: 0:02:13  lr: 2.767e-02  img/s: 5.49e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (16.4163)  acc5: 0.3906 (25.4667)  time: 0.4688  data: 0.0003  max mem: 42896
Epoch: [112]  [ 980/1251]  eta: 0:02:08  lr: 2.767e-02  img/s: 5.48e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (16.2494)  acc5: 0.3906 (25.2114)  time: 0.4674  data: 0.0003  max mem: 42896
Epoch: [112]  [ 990/1251]  eta: 0:02:03  lr: 2.767e-02  img/s: 5.50e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (16.0874)  acc5: 0.3906 (24.9626)  time: 0.4671  data: 0.0003  max mem: 42896
Epoch: [112]  [1000/1251]  eta: 0:01:59  lr: 2.767e-02  img/s: 5.50e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (15.9274)  acc5: 0.3906 (24.7171)  time: 0.4685  data: 0.0003  max mem: 42896
Epoch: [112]  [1010/1251]  eta: 0:01:54  lr: 2.767e-02  img/s: 5.50e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (15.7703)  acc5: 0.3906 (24.4772)  time: 0.4682  data: 0.0003  max mem: 42896
Epoch: [112]  [1020/1251]  eta: 0:01:49  lr: 2.767e-02  img/s: 5.50e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (15.6170)  acc5: 0.3906 (24.2425)  time: 0.4666  data: 0.0003  max mem: 42896
Epoch: [112]  [1030/1251]  eta: 0:01:44  lr: 2.767e-02  img/s: 5.49e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (15.4670)  acc5: 0.3906 (24.0107)  time: 0.4690  data: 0.0003  max mem: 42896
Epoch: [112]  [1040/1251]  eta: 0:01:40  lr: 2.767e-02  img/s: 5.50e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (15.3192)  acc5: 0.3906 (23.7853)  time: 0.4694  data: 0.0003  max mem: 42896
Epoch: [112]  [1050/1251]  eta: 0:01:35  lr: 2.767e-02  img/s: 5.48e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (15.1745)  acc5: 0.3906 (23.5628)  time: 0.4673  data: 0.0003  max mem: 42896
Epoch: [112]  [1060/1251]  eta: 0:01:30  lr: 2.767e-02  img/s: 5.49e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (15.0323)  acc5: 0.3906 (23.3462)  time: 0.4693  data: 0.0003  max mem: 42896
Epoch: [112]  [1070/1251]  eta: 0:01:25  lr: 2.767e-02  img/s: 5.49e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (14.8930)  acc5: 0.3906 (23.1315)  time: 0.4695  data: 0.0003  max mem: 42896
Epoch: [112]  [1080/1251]  eta: 0:01:21  lr: 2.767e-02  img/s: 5.48e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (14.7570)  acc5: 0.3906 (22.9226)  time: 0.4674  data: 0.0003  max mem: 42896
Epoch: [112]  [1090/1251]  eta: 0:01:16  lr: 2.767e-02  img/s: 5.49e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (14.6232)  acc5: 0.3906 (22.7182)  time: 0.4695  data: 0.0003  max mem: 42896
Epoch: [112]  [1100/1251]  eta: 0:01:11  lr: 2.767e-02  img/s: 5.50e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (14.4911)  acc5: 0.3906 (22.5158)  time: 0.4691  data: 0.0003  max mem: 42896
Epoch: [112]  [1110/1251]  eta: 0:01:06  lr: 2.767e-02  img/s: 5.48e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (14.3621)  acc5: 0.3906 (22.3173)  time: 0.4667  data: 0.0003  max mem: 42896
Epoch: [112]  [1120/1251]  eta: 0:01:02  lr: 2.767e-02  img/s: 5.15e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (14.2343)  acc5: 0.3906 (22.1235)  time: 0.4687  data: 0.0003  max mem: 42896
Epoch: [112]  [1130/1251]  eta: 0:00:57  lr: 2.767e-02  img/s: 5.48e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (14.1088)  acc5: 0.3906 (21.9316)  time: 0.4686  data: 0.0004  max mem: 42896
Epoch: [112]  [1140/1251]  eta: 0:00:52  lr: 2.767e-02  img/s: 5.50e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (13.9858)  acc5: 0.3906 (21.7429)  time: 0.4669  data: 0.0004  max mem: 42896
Epoch: [112]  [1150/1251]  eta: 0:00:47  lr: 2.767e-02  img/s: 5.47e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (13.8657)  acc5: 0.3906 (21.5594)  time: 0.4671  data: 0.0003  max mem: 42896
Epoch: [112]  [1160/1251]  eta: 0:00:43  lr: 2.767e-02  img/s: 5.49e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (13.7466)  acc5: 0.3906 (21.3777)  time: 0.4685  data: 0.0003  max mem: 42896
Epoch: [112]  [1170/1251]  eta: 0:00:38  lr: 2.767e-02  img/s: 5.48e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (13.6295)  acc5: 0.3906 (21.1982)  time: 0.4686  data: 0.0003  max mem: 42896
Epoch: [112]  [1180/1251]  eta: 0:00:33  lr: 2.767e-02  img/s: 5.48e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (13.5151)  acc5: 0.3906 (21.0216)  time: 0.4673  data: 0.0003  max mem: 42896
Epoch: [112]  [1190/1251]  eta: 0:00:28  lr: 2.767e-02  img/s: 5.49e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (13.4026)  acc5: 0.3906 (20.8497)  time: 0.4689  data: 0.0003  max mem: 42896
Epoch: [112]  [1200/1251]  eta: 0:00:24  lr: 2.767e-02  img/s: 5.48e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (13.2920)  acc5: 0.3906 (20.6810)  time: 0.4689  data: 0.0003  max mem: 42896
Epoch: [112]  [1210/1251]  eta: 0:00:19  lr: 2.767e-02  img/s: 5.49e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (13.1829)  acc5: 0.3906 (20.5157)  time: 0.4671  data: 0.0003  max mem: 42896
Epoch: [112]  [1220/1251]  eta: 0:00:14  lr: 2.767e-02  img/s: 5.49e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (13.0752)  acc5: 0.3906 (20.3528)  time: 0.4693  data: 0.0003  max mem: 42896
Epoch: [112]  [1230/1251]  eta: 0:00:09  lr: 2.767e-02  img/s: 5.48e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (12.9700)  acc5: 0.7812 (20.1938)  time: 0.4696  data: 0.0003  max mem: 42896
Epoch: [112]  [1240/1251]  eta: 0:00:05  lr: 2.767e-02  img/s: 5.50e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (12.8661)  acc5: 0.3906 (20.0339)  time: 0.4671  data: 0.0005  max mem: 42896
Epoch: [112]  [1250/1251]  eta: 0:00:00  lr: 2.767e-02  img/s: 5.50e+02  pen: nan  loss: nan (nan)  acc1: 0.0000 (12.7639)  acc5: 0.3906 (19.8778)  time: 0.4680  data: 0.0005  max mem: 42896
Epoch: [112] Total time: 0:09:52
Model died during prep time, you should consider either increasing the range, reducing the regularization coefficient or lowering the learning rate
Best EMA model metrics
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:3327368 [1] NCCL INFO misc/socket.cc:64 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:3327368 [1] NCCL INFO misc/socket.cc:80 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:3327368 [1] NCCL INFO misc/socket.cc:829 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:3327368 [1] NCCL INFO misc/socket.cc:64 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:3327368 [1] NCCL INFO misc/socket.cc:80 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:3327368 [1] NCCL INFO misc/socket.cc:829 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:3327368 [1] NCCL INFO misc/socket.cc:64 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:3327368 [1] NCCL INFO misc/socket.cc:80 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:3327368 [1] NCCL INFO misc/socket.cc:829 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332649 [1] NCCL INFO misc/socket.cc:881 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:3327370 [3] NCCL INFO misc/socket.cc:64 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:3327370 [3] NCCL INFO misc/socket.cc:80 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:3327370 [3] NCCL INFO misc/socket.cc:829 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:3327370 [3] NCCL INFO misc/socket.cc:64 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:3327370 [3] NCCL INFO misc/socket.cc:80 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:3327370 [3] NCCL INFO misc/socket.cc:829 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:3327370 [3] NCCL INFO misc/socket.cc:64 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:3327370 [3] NCCL INFO misc/socket.cc:80 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:3327370 [3] NCCL INFO misc/socket.cc:829 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332651 [3] NCCL INFO misc/socket.cc:881 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:3327372 [0] NCCL INFO misc/socket.cc:64 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:3327372 [0] NCCL INFO misc/socket.cc:80 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:3327372 [0] NCCL INFO misc/socket.cc:829 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:2332655 [0] NCCL INFO misc/socket.cc:881 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:3327372 [0] NCCL INFO misc/socket.cc:64 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:3327372 [0] NCCL INFO misc/socket.cc:80 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:3327372 [0] NCCL INFO misc/socket.cc:829 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:3327372 [0] NCCL INFO misc/socket.cc:64 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:3327372 [0] NCCL INFO misc/socket.cc:80 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:3327372 [0] NCCL INFO misc/socket.cc:829 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332649 [1] NCCL INFO misc/socket.cc:881 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332651 [3] NCCL INFO misc/socket.cc:881 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:3327374 [2] NCCL INFO misc/socket.cc:64 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:3327374 [2] NCCL INFO misc/socket.cc:80 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:3327374 [2] NCCL INFO misc/socket.cc:829 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:2332649 [1] NCCL INFO misc/socket.cc:881 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:3327374 [2] NCCL INFO misc/socket.cc:64 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:3327374 [2] NCCL INFO misc/socket.cc:80 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:3327374 [2] NCCL INFO misc/socket.cc:829 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:3327374 [2] NCCL INFO misc/socket.cc:64 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:3327374 [2] NCCL INFO misc/socket.cc:80 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:3327374 [2] NCCL INFO misc/socket.cc:829 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:2332653 [2] NCCL INFO misc/socket.cc:881 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:2332651 [3] NCCL INFO misc/socket.cc:881 -> 3
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332530:3327368 [1] NCCL INFO comm 0x9d440e0 rank 1 nranks 4 cudaDev 1 busId 101d0 - Abort COMPLETE
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332532:3327370 [3] NCCL INFO comm 0xa026990 rank 3 nranks 4 cudaDev 3 busId 201d0 - Abort COMPLETE
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332529:3327372 [0] NCCL INFO comm 0xa78f550 rank 0 nranks 4 cudaDev 0 busId 101c0 - Abort COMPLETE
pluto-prod-hongwup-ffp-33936-spars-gd86yb-4-0:2332531:3327374 [2] NCCL INFO comm 0xaf08390 rank 2 nranks 4 cudaDev 2 busId 201c0 - Abort COMPLETE
