Using edge list dataloader
json_conf: {"checkpoint": "../results/openflights//poincare5.bin", "dset": "../graphs/openflights//graph.csv", "dim": 5, "manifold": "poincare", "model": "distance", "lr": 0.5, "epochs": 1500, "batchsize": 50, "negs": 50, "burnin": 20, "dampening": 1.0, "ndproc": 4, "eval_each": 100, "fresh": true, "debug": false, "gpu": 0, "sym": false, "maxnorm": null, "sparse": true, "burnin_multiplier": 0.01, "neg_multiplier": 0.1, "quiet": false, "lr_type": "constant", "train_threads": 1, "margin": 0.1, "eval": "reconstruction", "initial": ""}
Burn in negs=5, lr=0.005
json_stats: {"epoch": 0, "elapsed": 1.2219695399980992, "loss": 1.7907356079432941, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 1, "elapsed": 1.1927126729860902, "loss": 1.788037313466843, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 2, "elapsed": 1.1815165961161256, "loss": 1.7852762553161508, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 3, "elapsed": 1.184196051908657, "loss": 1.7825220195320806, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 4, "elapsed": 1.1837805139366537, "loss": 1.7798334018933937, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 5, "elapsed": 1.1655507409013808, "loss": 1.7770376017484977, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 6, "elapsed": 1.2026696738321334, "loss": 1.7743977431707858, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 7, "elapsed": 1.2014195979572833, "loss": 1.7716979084765216, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 8, "elapsed": 1.2086507000494748, "loss": 1.7690033737839674, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 9, "elapsed": 1.1885146349668503, "loss": 1.766328023294209, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 10, "elapsed": 1.1760690629016608, "loss": 1.7636475499364817, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 11, "elapsed": 1.164780416060239, "loss": 1.7610642907090832, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 12, "elapsed": 1.1653406410478055, "loss": 1.7584315038140255, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 13, "elapsed": 1.2008945089764893, "loss": 1.7557903244914645, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 14, "elapsed": 1.2304444150067866, "loss": 1.7533015509642778, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 15, "elapsed": 1.1684976809192449, "loss": 1.7505442361435752, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 16, "elapsed": 1.161760994931683, "loss": 1.7481749915142768, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 17, "elapsed": 1.237517073052004, "loss": 1.7456074283437983, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 18, "elapsed": 1.1819559009745717, "loss": 1.7429605567250117, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 19, "elapsed": 1.1958803699817508, "loss": 1.7403998035105785, }
json_stats: {"epoch": 20, "elapsed": 1.3172943030949682, "loss": 3.8115012398524164, }
json_stats: {"epoch": 21, "elapsed": 1.3272144910879433, "loss": 3.6428120047711956, }
json_stats: {"epoch": 22, "elapsed": 1.2946443289984018, "loss": 3.4930152841933015, }
json_stats: {"epoch": 23, "elapsed": 1.3332854891195893, "loss": 3.3598896734595756, }
json_stats: {"epoch": 24, "elapsed": 1.3154046088457108, "loss": 3.243266210876112, }
json_stats: {"epoch": 25, "elapsed": 1.32066023000516, "loss": 3.140832111827059, }
json_stats: {"epoch": 26, "elapsed": 1.3110936000011861, "loss": 3.0492664460522714, }
json_stats: {"epoch": 27, "elapsed": 1.326050507137552, "loss": 2.968343048225064, }
json_stats: {"epoch": 28, "elapsed": 1.3415676020085812, "loss": 2.8985093367500188, }
json_stats: {"epoch": 29, "elapsed": 1.298507991945371, "loss": 2.832822027467286, }
json_stats: {"epoch": 30, "elapsed": 1.280339539051056, "loss": 2.7738074973592086, }
json_stats: {"epoch": 31, "elapsed": 1.299555097008124, "loss": 2.7209814627833633, }
json_stats: {"epoch": 32, "elapsed": 1.3796975030563772, "loss": 2.6692209193889322, }
json_stats: {"epoch": 33, "elapsed": 1.2976005990058184, "loss": 2.625635813099398, }
json_stats: {"epoch": 34, "elapsed": 1.3429298161063343, "loss": 2.5805512481318518, }
json_stats: {"epoch": 35, "elapsed": 1.3381924987770617, "loss": 2.5391011615857937, }
json_stats: {"epoch": 36, "elapsed": 1.3443527689669281, "loss": 2.4993235785115275, }
json_stats: {"epoch": 37, "elapsed": 1.3007128708995879, "loss": 2.4623316773168455, }
json_stats: {"epoch": 38, "elapsed": 1.3271471839398146, "loss": 2.4237015644419575, }
json_stats: {"epoch": 39, "elapsed": 1.3055195568595082, "loss": 2.3907982881111356, }
json_stats: {"epoch": 40, "elapsed": 1.2982982469256967, "loss": 2.359427378311785, }
json_stats: {"epoch": 41, "elapsed": 1.307948529953137, "loss": 2.3252365175435674, }
json_stats: {"epoch": 42, "elapsed": 1.2930240619461983, "loss": 2.2944692274641745, }
json_stats: {"epoch": 43, "elapsed": 1.4011196829378605, "loss": 2.260718548010145, }
json_stats: {"epoch": 44, "elapsed": 1.3405733448453248, "loss": 2.2341331172267083, }
json_stats: {"epoch": 45, "elapsed": 1.3081488499883562, "loss": 2.20102791862847, }
json_stats: {"epoch": 46, "elapsed": 1.3342467641923577, "loss": 2.175191093957388, }
json_stats: {"epoch": 47, "elapsed": 1.300659161992371, "loss": 2.146051738855122, }
json_stats: {"epoch": 48, "elapsed": 1.2880167809780687, "loss": 2.118924236510612, }
json_stats: {"epoch": 49, "elapsed": 1.3519521611742675, "loss": 2.0924715367388496, }
json_stats: {"epoch": 50, "elapsed": 1.3059000140056014, "loss": 2.064990634347394, }
json_stats: {"epoch": 51, "elapsed": 1.297434660838917, "loss": 2.0401391954380617, }
json_stats: {"epoch": 52, "elapsed": 1.3145100970286876, "loss": 2.0130624118904543, }
json_stats: {"epoch": 53, "elapsed": 1.294774750014767, "loss": 1.98765287812299, }
json_stats: {"epoch": 54, "elapsed": 1.36480628605932, "loss": 1.9618092184064557, }
json_stats: {"epoch": 55, "elapsed": 1.3244742651004344, "loss": 1.9404197808771102, }
json_stats: {"epoch": 56, "elapsed": 1.3070437300484627, "loss": 1.9162512525219337, }
json_stats: {"epoch": 57, "elapsed": 1.340742853935808, "loss": 1.894340844371046, }
json_stats: {"epoch": 58, "elapsed": 1.3669634761754423, "loss": 1.8687902921759953, }
json_stats: {"epoch": 59, "elapsed": 1.4301304838154465, "loss": 1.8474051329380892, }
json_stats: {"epoch": 60, "elapsed": 1.344354344997555, "loss": 1.82829882211934, }
json_stats: {"epoch": 61, "elapsed": 1.36516302684322, "loss": 1.8061840901228456, }
json_stats: {"epoch": 62, "elapsed": 1.3437272261362523, "loss": 1.7813511300856093, }
json_stats: {"epoch": 63, "elapsed": 1.3112436989322305, "loss": 1.7627883798872748, }
json_stats: {"epoch": 64, "elapsed": 1.2895146431401372, "loss": 1.7439344390165132, }
json_stats: {"epoch": 65, "elapsed": 1.3042848389595747, "loss": 1.7235702234375827, }
json_stats: {"epoch": 66, "elapsed": 1.3021858918946236, "loss": 1.7087063401241427, }
json_stats: {"epoch": 67, "elapsed": 1.377690264955163, "loss": 1.68826832697303, }
json_stats: {"epoch": 68, "elapsed": 1.2684067119844258, "loss": 1.6722801582271778, }
json_stats: {"epoch": 69, "elapsed": 1.3173546241596341, "loss": 1.6548871126011477, }
json_stats: {"epoch": 70, "elapsed": 1.3415447629522532, "loss": 1.6367679015721845, }
json_stats: {"epoch": 71, "elapsed": 1.3252684348262846, "loss": 1.6214835593648391, }
json_stats: {"epoch": 72, "elapsed": 1.2940589550416917, "loss": 1.606067494452962, }
json_stats: {"epoch": 73, "elapsed": 1.2849213909357786, "loss": 1.5888623521789993, }
json_stats: {"epoch": 74, "elapsed": 1.2909474628977478, "loss": 1.574905214125815, }
json_stats: {"epoch": 75, "elapsed": 1.3025274348910898, "loss": 1.5617928399477103, }
json_stats: {"epoch": 76, "elapsed": 1.2980362980160862, "loss": 1.5475169344819555, }
json_stats: {"epoch": 77, "elapsed": 1.3326929439790547, "loss": 1.5340720890966142, }
json_stats: {"epoch": 78, "elapsed": 1.3771890501957387, "loss": 1.5210754234451025, }
json_stats: {"epoch": 79, "elapsed": 1.362561735091731, "loss": 1.5069482515533552, }
json_stats: {"epoch": 80, "elapsed": 1.334207952953875, "loss": 1.4951837567204231, }
json_stats: {"epoch": 81, "elapsed": 1.2790658879093826, "loss": 1.4862962690087662, }
json_stats: {"epoch": 82, "elapsed": 1.340952148893848, "loss": 1.4752317697492248, }
json_stats: {"epoch": 83, "elapsed": 1.308126840973273, "loss": 1.4605802686919134, }
json_stats: {"epoch": 84, "elapsed": 1.35016830987297, "loss": 1.4511564571938769, }
json_stats: {"epoch": 85, "elapsed": 1.334906383883208, "loss": 1.4415690591344286, }
json_stats: {"epoch": 86, "elapsed": 1.318471017992124, "loss": 1.4298862763380114, }
json_stats: {"epoch": 87, "elapsed": 1.3063899399712682, "loss": 1.4247924095667244, }
json_stats: {"epoch": 88, "elapsed": 1.317839430179447, "loss": 1.4115813150994163, }
json_stats: {"epoch": 89, "elapsed": 1.3042868580669165, "loss": 1.4013534333783062, }
json_stats: {"epoch": 90, "elapsed": 1.306954258820042, "loss": 1.3913024647148744, }
json_stats: {"epoch": 91, "elapsed": 1.3302618120796978, "loss": 1.3855823272176113, }
json_stats: {"epoch": 92, "elapsed": 1.3383404319174588, "loss": 1.3758377164290942, }
json_stats: {"epoch": 93, "elapsed": 1.303132836939767, "loss": 1.369696464516659, }
json_stats: {"epoch": 94, "elapsed": 1.3298759530298412, "loss": 1.3602589451622424, }
json_stats: {"epoch": 95, "elapsed": 1.3206135081127286, "loss": 1.350235412588521, }
json_stats: {"epoch": 96, "elapsed": 1.265806905925274, "loss": 1.345506348916918, }
json_stats: {"epoch": 97, "elapsed": 1.314836167031899, "loss": 1.338062196565817, }
json_stats: {"epoch": 98, "elapsed": 1.342524150153622, "loss": 1.3286873152839482, }
json_stats: {"epoch": 100, "elapsed": 1.372203832026571, "loss": 1.316322802829649, }
json_stats: {"epoch": 101, "elapsed": 1.369545185007155, "loss": 1.3094070984924968, }
json_stats: {"epoch": 102, "elapsed": 1.3724214429967105, "loss": 1.3039983020201964, }
json_stats: {"epoch": 103, "elapsed": 1.3804561200086027, "loss": 1.296154555167646, }
json_stats: {"epoch": 104, "elapsed": 1.3275292839389294, "loss": 1.2893334059192854, }
json_stats: {"epoch": 105, "elapsed": 1.3358212509192526, "loss": 1.2789597009650822, }
json_stats: {"epoch": 106, "elapsed": 1.381190522108227, "loss": 1.2748724984550155, }
json_stats: {"epoch": 107, "elapsed": 1.3191631571389735, "loss": 1.272644074817775, }
json_stats: {"epoch": 108, "elapsed": 1.317098116967827, "loss": 1.2623162845341234, }
json_stats: {"epoch": 109, "elapsed": 1.3045844479929656, "loss": 1.2592338636489624, }
json_stats: {"epoch": 110, "elapsed": 1.310511362971738, "loss": 1.2533873109972078, }
json_stats: {"epoch": 111, "elapsed": 1.3492621460463852, "loss": 1.2456618932400954, }
json_stats: {"epoch": 112, "elapsed": 1.3119327020831406, "loss": 1.2453233946851427, }
json_stats: {"epoch": 113, "elapsed": 1.3068223700392991, "loss": 1.2371547252989616, }
json_stats: {"epoch": 114, "elapsed": 1.3950288610067219, "loss": 1.2277752829353803, }
json_stats: {"epoch": 115, "elapsed": 1.3402595508378, "loss": 1.2285847001456711, }
json_stats: {"epoch": 116, "elapsed": 1.3649086989462376, "loss": 1.2246637911428493, }
json_stats: {"epoch": 117, "elapsed": 1.343907075934112, "loss": 1.2184910185711555, }
json_stats: {"epoch": 118, "elapsed": 1.3248785021714866, "loss": 1.2142985324120354, }
json_stats: {"epoch": 119, "elapsed": 1.3099719181191176, "loss": 1.2074946243101508, }
json_stats: {"epoch": 120, "elapsed": 1.3442777348682284, "loss": 1.202051003603181, }
json_stats: {"epoch": 121, "elapsed": 1.3185344650410116, "loss": 1.1985511308110128, }
json_stats: {"epoch": 122, "elapsed": 1.3646750738844275, "loss": 1.1980423921442056, }
json_stats: {"epoch": 123, "elapsed": 1.3301806580275297, "loss": 1.1914301757496735, }
json_stats: {"epoch": 124, "elapsed": 1.3796941011678427, "loss": 1.1882252646787839, }
json_stats: {"epoch": 125, "elapsed": 1.2819350520148873, "loss": 1.18703655732579, }
json_stats: {"epoch": 126, "elapsed": 1.301447959151119, "loss": 1.1804798145897828, }
json_stats: {"epoch": 127, "elapsed": 1.3246332569979131, "loss": 1.1729572187706616, }
json_stats: {"epoch": 128, "elapsed": 1.3165158228948712, "loss": 1.1736354710539296, }
json_stats: {"epoch": 129, "elapsed": 1.3414633970241994, "loss": 1.1676908921330111, }
json_stats: {"epoch": 130, "elapsed": 1.3350241070147604, "loss": 1.1664649770838964, }
json_stats: {"epoch": 131, "elapsed": 1.313874167855829, "loss": 1.1616898023995177, }
json_stats: {"epoch": 132, "elapsed": 1.3327894229441881, "loss": 1.1580376042359548, }
json_stats: {"epoch": 133, "elapsed": 1.3201885221060365, "loss": 1.153254054788145, }
json_stats: {"epoch": 134, "elapsed": 1.3161412510089576, "loss": 1.1494762561017322, }
json_stats: {"epoch": 135, "elapsed": 1.3210089430212975, "loss": 1.1495486247082645, }
json_stats: {"epoch": 136, "elapsed": 1.2967803969513625, "loss": 1.1439325083221719, }
json_stats: {"epoch": 137, "elapsed": 1.322653281968087, "loss": 1.1396111836771898, }
json_stats: {"epoch": 138, "elapsed": 1.3869782891124487, "loss": 1.1380947703062576, }
json_stats: {"epoch": 139, "elapsed": 1.2833674410358071, "loss": 1.1357245648936516, }
json_stats: {"epoch": 140, "elapsed": 1.3402205288875848, "loss": 1.133186937031659, }
json_stats: {"epoch": 141, "elapsed": 1.3195019820705056, "loss": 1.1267954721643656, }
json_stats: {"epoch": 142, "elapsed": 1.353408508002758, "loss": 1.1254231967694703, }
json_stats: {"epoch": 143, "elapsed": 1.3008779711090028, "loss": 1.1249199469807345, }
json_stats: {"epoch": 144, "elapsed": 1.361575088929385, "loss": 1.1218553142434904, }
json_stats: {"epoch": 145, "elapsed": 1.3119638939388096, "loss": 1.1175601698039854, }
json_stats: {"epoch": 146, "elapsed": 1.3254143430385739, "loss": 1.1137525750533004, }
json_stats: {"epoch": 147, "elapsed": 1.307449250947684, "loss": 1.1124290306441869, }
json_stats: {"epoch": 148, "elapsed": 1.3258745151106268, "loss": 1.1072166836327646, }
json_stats: {"epoch": 149, "elapsed": 1.3301165869925171, "loss": 1.108591996842786, }
json_stats: {"epoch": 150, "elapsed": 1.338843020843342, "loss": 1.1045903153552412, }
json_stats: {"epoch": 151, "elapsed": 1.3426939961500466, "loss": 1.1008021980739096, }
json_stats: {"epoch": 152, "elapsed": 1.348189024021849, "loss": 1.0996396713279217, }
json_stats: {"epoch": 153, "elapsed": 1.300900632981211, "loss": 1.0983417089989493, }
json_stats: {"epoch": 154, "elapsed": 1.314948569983244, "loss": 1.0934487388354206, }
json_stats: {"epoch": 155, "elapsed": 1.327371592167765, "loss": 1.090712333485124, }
json_stats: {"epoch": 156, "elapsed": 1.3520471178926528, "loss": 1.0893324435950078, }
json_stats: {"epoch": 157, "elapsed": 1.2969757919199765, "loss": 1.0854480559738053, }
json_stats: {"epoch": 158, "elapsed": 1.3810563448350877, "loss": 1.0829528323913307, }
json_stats: {"epoch": 159, "elapsed": 1.3372123080771416, "loss": 1.083260295475115, }
json_stats: {"epoch": 160, "elapsed": 1.2901378888636827, "loss": 1.079291811316523, }
json_stats: {"epoch": 161, "elapsed": 1.3470252519473433, "loss": 1.0774248897565997, }
json_stats: {"epoch": 162, "elapsed": 1.2922859999816865, "loss": 1.078107921458418, }
json_stats: {"epoch": 163, "elapsed": 1.367333795875311, "loss": 1.0765961850444181, }
json_stats: {"epoch": 164, "elapsed": 1.3119079878088087, "loss": 1.0718503789601157, }
json_stats: {"epoch": 165, "elapsed": 1.351838761009276, "loss": 1.0723502205999829, }
json_stats: {"epoch": 166, "elapsed": 1.3224690409842879, "loss": 1.0678828480307294, }
json_stats: {"epoch": 167, "elapsed": 1.3396537830121815, "loss": 1.0645869813711302, }
json_stats: {"epoch": 168, "elapsed": 1.2889994489960372, "loss": 1.0644172802308203, }
json_stats: {"epoch": 169, "elapsed": 1.3726673738565296, "loss": 1.0652309297002858, }
json_stats: {"epoch": 170, "elapsed": 1.3667247409466654, "loss": 1.0600811932088416, }
json_stats: {"epoch": 171, "elapsed": 1.2856850009411573, "loss": 1.0618909187816286, }
json_stats: {"epoch": 172, "elapsed": 1.3430794249288738, "loss": 1.0563747757122774, }
json_stats: {"epoch": 173, "elapsed": 1.3364931920077652, "loss": 1.053940116717521, }
json_stats: {"epoch": 174, "elapsed": 1.3088011550717056, "loss": 1.0524979687343732, }
json_stats: {"epoch": 175, "elapsed": 1.2930973158217967, "loss": 1.054390723716855, }
json_stats: {"epoch": 176, "elapsed": 1.3589689459186047, "loss": 1.053926241776216, }
json_stats: {"epoch": 177, "elapsed": 1.2940748110413551, "loss": 1.0473637803949505, }
json_stats: {"epoch": 178, "elapsed": 1.3326367370318621, "loss": 1.0466765959204762, }
json_stats: {"epoch": 179, "elapsed": 1.293099942849949, "loss": 1.0493178693870666, }
json_stats: {"epoch": 180, "elapsed": 1.310760784195736, "loss": 1.0449893732788842, }
json_stats: {"epoch": 181, "elapsed": 1.342829672852531, "loss": 1.0421632840231294, }
json_stats: {"epoch": 182, "elapsed": 1.3708929379936308, "loss": 1.0437148463400525, }
json_stats: {"epoch": 183, "elapsed": 1.318211386911571, "loss": 1.0402080193925134, }
json_stats: {"epoch": 184, "elapsed": 1.3002579470630735, "loss": 1.0408661413901803, }
json_stats: {"epoch": 185, "elapsed": 1.34713106113486, "loss": 1.0356967809995687, }
json_stats: {"epoch": 186, "elapsed": 1.322685742052272, "loss": 1.036012267779484, }
json_stats: {"epoch": 187, "elapsed": 1.2736456741113216, "loss": 1.0338991978090077, }
json_stats: {"epoch": 188, "elapsed": 1.2948422469198704, "loss": 1.0328889913126167, }
json_stats: {"epoch": 189, "elapsed": 1.3014151090756059, "loss": 1.036216922793146, }
json_stats: {"epoch": 190, "elapsed": 1.335949556902051, "loss": 1.031575192746783, }
json_stats: {"epoch": 191, "elapsed": 1.3274164078757167, "loss": 1.0295328096484055, }
json_stats: {"epoch": 192, "elapsed": 1.311783378943801, "loss": 1.0261441527827269, }
json_stats: {"epoch": 193, "elapsed": 1.341447880025953, "loss": 1.027737056734005, }
json_stats: {"epoch": 194, "elapsed": 1.359998559113592, "loss": 1.0230168275498184, }
json_stats: {"epoch": 195, "elapsed": 1.331307966960594, "loss": 1.021867836558617, }
json_stats: {"epoch": 196, "elapsed": 1.3282315090764314, "loss": 1.0228737309120952, }
json_stats: {"epoch": 197, "elapsed": 1.2799493970815092, "loss": 1.021682798984008, }
json_stats: {"epoch": 198, "elapsed": 1.3329812320880592, "loss": 1.0217765595954948, }
json_stats: {"epoch": 99, "elapsed": 1.2799937080126256, "loss": 1.3229769060830212, "sqnorm_min": 0.672558246975341, "sqnorm_avg": 0.95600534997041, "sqnorm_max": 0.9970534948389937, "mean_rank": 94.96136245449819, "map_rank": 0.3720081575804378, "best": true}
json_stats: {"epoch": 200, "elapsed": 1.3666875129565597, "loss": 1.0144497357739786, }
json_stats: {"epoch": 201, "elapsed": 1.3702003608923405, "loss": 1.017345032862715, }
json_stats: {"epoch": 202, "elapsed": 1.3695876030251384, "loss": 1.0147372456998203, }
json_stats: {"epoch": 203, "elapsed": 1.3263978310860693, "loss": 1.012255543964501, }
json_stats: {"epoch": 204, "elapsed": 1.3713408878538758, "loss": 1.0149905449436938, }
json_stats: {"epoch": 205, "elapsed": 1.373549825977534, "loss": 1.0113605596513808, }
json_stats: {"epoch": 206, "elapsed": 1.2864679819904268, "loss": 1.0124507713570343, }
json_stats: {"epoch": 207, "elapsed": 1.3126003921497613, "loss": 1.0118509037919339, }
json_stats: {"epoch": 208, "elapsed": 1.34197026793845, "loss": 1.0124213281593313, }
json_stats: {"epoch": 209, "elapsed": 1.376253261929378, "loss": 1.005115643594601, }
json_stats: {"epoch": 210, "elapsed": 1.3719051931984723, "loss": 1.0062144689159958, }
json_stats: {"epoch": 211, "elapsed": 1.2950311868917197, "loss": 1.005706375781739, }
json_stats: {"epoch": 212, "elapsed": 1.3326796919573098, "loss": 1.0051048142076369, }
json_stats: {"epoch": 213, "elapsed": 1.3277791938744485, "loss": 1.0047719136202382, }
json_stats: {"epoch": 214, "elapsed": 1.3336619657929987, "loss": 1.0022465325060865, }
json_stats: {"epoch": 215, "elapsed": 1.3451357930898666, "loss": 1.0007530029373464, }
json_stats: {"epoch": 216, "elapsed": 1.3414387227967381, "loss": 0.9978371999786875, }
json_stats: {"epoch": 217, "elapsed": 1.3627180559560657, "loss": 1.000269382815903, }
json_stats: {"epoch": 218, "elapsed": 1.2862003440968692, "loss": 0.9955224158578384, }
json_stats: {"epoch": 219, "elapsed": 1.3612597871106118, "loss": 0.9982202944145242, }
json_stats: {"epoch": 220, "elapsed": 1.3848443268798292, "loss": 0.9973975265138221, }
json_stats: {"epoch": 221, "elapsed": 1.2814059408847243, "loss": 0.9964506368644427, }
json_stats: {"epoch": 222, "elapsed": 1.2985424790531397, "loss": 0.9928146091545418, }
json_stats: {"epoch": 223, "elapsed": 1.326890026917681, "loss": 0.9938137027949079, }
json_stats: {"epoch": 224, "elapsed": 1.325065382057801, "loss": 0.9913133943998462, }
json_stats: {"epoch": 225, "elapsed": 1.3498860409017652, "loss": 0.9933176862249128, }
json_stats: {"epoch": 226, "elapsed": 1.330226131947711, "loss": 0.9942706118817352, }
json_stats: {"epoch": 227, "elapsed": 1.335361526813358, "loss": 0.9928465155195437, }
json_stats: {"epoch": 228, "elapsed": 1.2956228971015662, "loss": 0.9887091638708365, }
json_stats: {"epoch": 229, "elapsed": 1.2980513591319323, "loss": 0.9943635295674547, }
json_stats: {"epoch": 230, "elapsed": 1.3911365719977766, "loss": 0.9883838244147217, }
json_stats: {"epoch": 231, "elapsed": 1.358029588824138, "loss": 0.9871935182705562, }
json_stats: {"epoch": 232, "elapsed": 1.338673033984378, "loss": 0.9863442863046328, }
json_stats: {"epoch": 233, "elapsed": 1.3535526760388166, "loss": 0.9861948840618754, }
json_stats: {"epoch": 234, "elapsed": 1.3094650898128748, "loss": 0.9866984079515404, }
json_stats: {"epoch": 235, "elapsed": 1.3227435490116477, "loss": 0.9867876787583646, }
json_stats: {"epoch": 236, "elapsed": 1.291303092846647, "loss": 0.9880551008609917, }
json_stats: {"epoch": 237, "elapsed": 1.2816850191447884, "loss": 0.9815553772951612, }
json_stats: {"epoch": 238, "elapsed": 1.3673364140558988, "loss": 0.9840367098617284, }
json_stats: {"epoch": 239, "elapsed": 1.3654678191524, "loss": 0.9842955163976789, }
json_stats: {"epoch": 240, "elapsed": 1.3635501060634851, "loss": 0.982420102903879, }
json_stats: {"epoch": 241, "elapsed": 1.3261185369919986, "loss": 0.9837588278205037, }
json_stats: {"epoch": 242, "elapsed": 1.2899809980299324, "loss": 0.9833482530770686, }
json_stats: {"epoch": 243, "elapsed": 1.3060192160774022, "loss": 0.9854121147705546, }
json_stats: {"epoch": 244, "elapsed": 1.3242620648816228, "loss": 0.9788113963972004, }
json_stats: {"epoch": 245, "elapsed": 1.3319023251533508, "loss": 0.9810161293840026, }
json_stats: {"epoch": 246, "elapsed": 1.3660984130110592, "loss": 0.9816738020573309, }
json_stats: {"epoch": 247, "elapsed": 1.290613099001348, "loss": 0.9774945513216279, }
json_stats: {"epoch": 248, "elapsed": 1.31664919690229, "loss": 0.9735120938406852, }
json_stats: {"epoch": 249, "elapsed": 1.3460607859306037, "loss": 0.9770346933843276, }
json_stats: {"epoch": 250, "elapsed": 1.2923888270743191, "loss": 0.9777954093964158, }
json_stats: {"epoch": 251, "elapsed": 1.305482491850853, "loss": 0.9716613198414416, }
json_stats: {"epoch": 252, "elapsed": 1.335802213056013, "loss": 0.9768831607215258, }
json_stats: {"epoch": 253, "elapsed": 1.3401908858213574, "loss": 0.9733558317183109, }
json_stats: {"epoch": 254, "elapsed": 1.3829486740287393, "loss": 0.9766045333523667, }
json_stats: {"epoch": 255, "elapsed": 1.2865030348766595, "loss": 0.9709563556123509, }
json_stats: {"epoch": 256, "elapsed": 1.2860145450104028, "loss": 0.9692799115518308, }
json_stats: {"epoch": 257, "elapsed": 1.3347662461455911, "loss": 0.9705167189136248, }
json_stats: {"epoch": 258, "elapsed": 1.3664710968732834, "loss": 0.9713274634065897, }
json_stats: {"epoch": 259, "elapsed": 1.3811092439573258, "loss": 0.9703238833173164, }
json_stats: {"epoch": 260, "elapsed": 1.3428752340842038, "loss": 0.9687464331532608, }
json_stats: {"epoch": 261, "elapsed": 1.2853811320383102, "loss": 0.9725486933902042, }
json_stats: {"epoch": 262, "elapsed": 1.3226953658740968, "loss": 0.9680715976259874, }
json_stats: {"epoch": 263, "elapsed": 1.3520699520595372, "loss": 0.9673455054268343, }
json_stats: {"epoch": 264, "elapsed": 1.3619130849838257, "loss": 0.963454352672749, }
json_stats: {"epoch": 265, "elapsed": 1.3303076750598848, "loss": 0.9682106552861739, }
json_stats: {"epoch": 266, "elapsed": 1.2794654499739408, "loss": 0.970229283025159, }
json_stats: {"epoch": 267, "elapsed": 1.3283234650734812, "loss": 0.964037963822087, }
json_stats: {"epoch": 268, "elapsed": 1.321789424866438, "loss": 0.9679321901356256, }
json_stats: {"epoch": 269, "elapsed": 1.31285455590114, "loss": 0.960727160387921, }
json_stats: {"epoch": 270, "elapsed": 1.3339908649213612, "loss": 0.9664123146792668, }
json_stats: {"epoch": 271, "elapsed": 1.3225777361076325, "loss": 0.9623195410373743, }
json_stats: {"epoch": 272, "elapsed": 1.319093642057851, "loss": 0.9622729809909729, }
json_stats: {"epoch": 273, "elapsed": 1.2968519101850688, "loss": 0.961827431276811, }
json_stats: {"epoch": 274, "elapsed": 1.2908593160100281, "loss": 0.9617976871365111, }
json_stats: {"epoch": 275, "elapsed": 1.3646400549914688, "loss": 0.9625374903761476, }
json_stats: {"epoch": 276, "elapsed": 1.3036178750917315, "loss": 0.9626020681974217, }
json_stats: {"epoch": 277, "elapsed": 1.2873952339868993, "loss": 0.962862863143043, }
json_stats: {"epoch": 278, "elapsed": 1.3638734510168433, "loss": 0.9656135361609361, }
json_stats: {"epoch": 279, "elapsed": 1.3584233690053225, "loss": 0.9619098222610352, }
json_stats: {"epoch": 280, "elapsed": 1.3270999467931688, "loss": 0.960682125053367, }
json_stats: {"epoch": 281, "elapsed": 1.299245165893808, "loss": 0.957023844389495, }
json_stats: {"epoch": 282, "elapsed": 1.3430693971458822, "loss": 0.9606227437637318, }
json_stats: {"epoch": 283, "elapsed": 1.3326814041938633, "loss": 0.9642963094017686, }
json_stats: {"epoch": 284, "elapsed": 1.3161843079142272, "loss": 0.9555401988997433, }
json_stats: {"epoch": 285, "elapsed": 1.3174906959757209, "loss": 0.9601096141784876, }
json_stats: {"epoch": 286, "elapsed": 1.339186527999118, "loss": 0.95581312382345, }
json_stats: {"epoch": 287, "elapsed": 1.3564283929299563, "loss": 0.9564618172990601, }
json_stats: {"epoch": 288, "elapsed": 1.3131912080571055, "loss": 0.9557353663328141, }
json_stats: {"epoch": 289, "elapsed": 1.297348845982924, "loss": 0.9578730426799272, }
json_stats: {"epoch": 290, "elapsed": 1.271513685118407, "loss": 0.9584730494614152, }
json_stats: {"epoch": 291, "elapsed": 1.3227122651878744, "loss": 0.9544522767691535, }
json_stats: {"epoch": 292, "elapsed": 1.35043546394445, "loss": 0.9578166025323697, }
json_stats: {"epoch": 293, "elapsed": 1.3132389748934656, "loss": 0.9537332448483099, }
json_stats: {"epoch": 294, "elapsed": 1.285039406036958, "loss": 0.9535607315097522, }
json_stats: {"epoch": 295, "elapsed": 1.4034588269423693, "loss": 0.9544405274007648, }
json_stats: {"epoch": 296, "elapsed": 1.2812507329508662, "loss": 0.9538763400753238, }
json_stats: {"epoch": 297, "elapsed": 1.2859855850692838, "loss": 0.9552245193935014, }
json_stats: {"epoch": 298, "elapsed": 1.4019626039080322, "loss": 0.9498014551558632, }
json_stats: {"epoch": 199, "elapsed": 1.3450446762144566, "loss": 1.0217433091705301, "sqnorm_min": 0.6119557658147734, "sqnorm_avg": 0.9888123682974801, "sqnorm_max": 0.999261279102263, "mean_rank": 55.23720748829953, "map_rank": 0.4594712326563494, "best": true}
json_stats: {"epoch": 300, "elapsed": 1.355886684032157, "loss": 0.9504897115052899, }
json_stats: {"epoch": 301, "elapsed": 1.3665258078835905, "loss": 0.9482664650956347, }
json_stats: {"epoch": 302, "elapsed": 1.3677812439855188, "loss": 0.9498843220978453, }
json_stats: {"epoch": 303, "elapsed": 1.3110701451078057, "loss": 0.9499175989527254, }
json_stats: {"epoch": 304, "elapsed": 1.3427516031078994, "loss": 0.9499200293687552, }
json_stats: {"epoch": 305, "elapsed": 1.3307298349682242, "loss": 0.9455993661286999, }
json_stats: {"epoch": 306, "elapsed": 1.3409161830786616, "loss": 0.9474646057942211, }
json_stats: {"epoch": 307, "elapsed": 1.3804158789571375, "loss": 0.9495373195483261, }
json_stats: {"epoch": 308, "elapsed": 1.3766176900826395, "loss": 0.9498350270166697, }
json_stats: {"epoch": 309, "elapsed": 1.3477713209576905, "loss": 0.9502631282017646, }
json_stats: {"epoch": 310, "elapsed": 1.297814322868362, "loss": 0.9523119961715654, }
json_stats: {"epoch": 311, "elapsed": 1.3447267019655555, "loss": 0.9479145139637378, }
json_stats: {"epoch": 312, "elapsed": 1.3071747219655663, "loss": 0.9464030023605988, }
json_stats: {"epoch": 313, "elapsed": 1.3675758759491146, "loss": 0.9482156199347418, }
json_stats: {"epoch": 314, "elapsed": 1.3276937070768327, "loss": 0.9454586546195918, }
json_stats: {"epoch": 315, "elapsed": 1.3436776478774846, "loss": 0.9468955178096624, }
json_stats: {"epoch": 316, "elapsed": 1.2816729070618749, "loss": 0.9463333616428002, }
json_stats: {"epoch": 317, "elapsed": 1.3383332281373441, "loss": 0.9471959887743148, }
json_stats: {"epoch": 318, "elapsed": 1.351760652847588, "loss": 0.9462369408957506, }
json_stats: {"epoch": 319, "elapsed": 1.3623653498943895, "loss": 0.9485877021925758, }
json_stats: {"epoch": 320, "elapsed": 1.3189435550011694, "loss": 0.943630949242596, }
json_stats: {"epoch": 321, "elapsed": 1.3603410481009632, "loss": 0.9454659224673598, }
json_stats: {"epoch": 322, "elapsed": 1.347019791835919, "loss": 0.9422327019308532, }
json_stats: {"epoch": 323, "elapsed": 1.3183563859201968, "loss": 0.9463484542042604, }
json_stats: {"epoch": 324, "elapsed": 1.3300631048623472, "loss": 0.9427964654429262, }
json_stats: {"epoch": 325, "elapsed": 1.316045912913978, "loss": 0.9424010947900577, }
json_stats: {"epoch": 326, "elapsed": 1.349203143035993, "loss": 0.9409121331097033, }
json_stats: {"epoch": 327, "elapsed": 1.328880675137043, "loss": 0.9400046703625832, }
json_stats: {"epoch": 328, "elapsed": 1.3746831770986319, "loss": 0.9436536712106594, }
json_stats: {"epoch": 329, "elapsed": 1.3014669900294393, "loss": 0.9434244388145651, }
json_stats: {"epoch": 330, "elapsed": 1.3019661239814013, "loss": 0.9414984245217259, }
json_stats: {"epoch": 331, "elapsed": 1.3796657610218972, "loss": 0.9424277098365165, }
json_stats: {"epoch": 332, "elapsed": 1.3086575400084257, "loss": 0.9407528389874821, }
json_stats: {"epoch": 333, "elapsed": 1.3930423411075026, "loss": 0.9366751857572472, }
json_stats: {"epoch": 334, "elapsed": 1.35522460215725, "loss": 0.9396765594368276, }
json_stats: {"epoch": 335, "elapsed": 1.2958642831072211, "loss": 0.9417806626489377, }
json_stats: {"epoch": 336, "elapsed": 1.3360603731125593, "loss": 0.9388389831891775, }
json_stats: {"epoch": 337, "elapsed": 1.2790704690851271, "loss": 0.9404296574786251, }
json_stats: {"epoch": 338, "elapsed": 1.3416324208956212, "loss": 0.9363638885296157, }
json_stats: {"epoch": 339, "elapsed": 1.3114897219929844, "loss": 0.9398326120340131, }
json_stats: {"epoch": 340, "elapsed": 1.3181528858840466, "loss": 0.9384513286516994, }
json_stats: {"epoch": 341, "elapsed": 1.2960241159889847, "loss": 0.935857992248912, }
json_stats: {"epoch": 342, "elapsed": 1.3589205769822001, "loss": 0.9365101381299575, }
json_stats: {"epoch": 343, "elapsed": 1.4156364121008664, "loss": 0.9374557679301209, }
json_stats: {"epoch": 344, "elapsed": 1.2777313210535794, "loss": 0.9387725983606405, }
json_stats: {"epoch": 345, "elapsed": 1.2803672049194574, "loss": 0.9380733895598814, }
json_stats: {"epoch": 346, "elapsed": 1.334065152099356, "loss": 0.9413706348622047, }
json_stats: {"epoch": 347, "elapsed": 1.3725568940863013, "loss": 0.939967470708034, }
json_stats: {"epoch": 348, "elapsed": 1.3340600109659135, "loss": 0.9340662976456064, }
json_stats: {"epoch": 349, "elapsed": 1.2884014050941914, "loss": 0.9365622230434876, }
json_stats: {"epoch": 350, "elapsed": 1.3170326668769121, "loss": 0.9368696823782918, }
json_stats: {"epoch": 351, "elapsed": 1.3200397579930723, "loss": 0.9345033902595399, }
json_stats: {"epoch": 352, "elapsed": 1.287022358039394, "loss": 0.9384797625823629, }
json_stats: {"epoch": 353, "elapsed": 1.3015759410336614, "loss": 0.9346545510155714, }
json_stats: {"epoch": 354, "elapsed": 1.3660126759205014, "loss": 0.9385199174193555, }
json_stats: {"epoch": 355, "elapsed": 1.3427608439233154, "loss": 0.9341456205574911, }
json_stats: {"epoch": 356, "elapsed": 1.3053368169348687, "loss": 0.9338853272731439, }
json_stats: {"epoch": 357, "elapsed": 1.3208033482078463, "loss": 0.931358665707652, }
json_stats: {"epoch": 358, "elapsed": 1.330844413023442, "loss": 0.9372818174802409, }
json_stats: {"epoch": 359, "elapsed": 1.3391055858228356, "loss": 0.9364013737586971, }
json_stats: {"epoch": 360, "elapsed": 1.3382930951192975, "loss": 0.93349405398203, }
json_stats: {"epoch": 361, "elapsed": 1.3413600060157478, "loss": 0.9321910202391187, }
json_stats: {"epoch": 362, "elapsed": 1.3306133209262043, "loss": 0.9365569100561076, }
json_stats: {"epoch": 363, "elapsed": 1.2980846669524908, "loss": 0.9367075493391191, }
json_stats: {"epoch": 364, "elapsed": 1.3031472321599722, "loss": 0.9331471174916445, }
json_stats: {"epoch": 365, "elapsed": 1.3150618199724704, "loss": 0.9322168346855386, }
json_stats: {"epoch": 366, "elapsed": 1.3328761421144009, "loss": 0.9312657699996348, }
json_stats: {"epoch": 367, "elapsed": 1.3329337290488183, "loss": 0.9347122197212326, }
json_stats: {"epoch": 368, "elapsed": 1.275838625151664, "loss": 0.9326086733541695, }
json_stats: {"epoch": 369, "elapsed": 1.3809453749563545, "loss": 0.9333758532045671, }
json_stats: {"epoch": 370, "elapsed": 1.3621220791246742, "loss": 0.9322558817558699, }
json_stats: {"epoch": 371, "elapsed": 1.310912150889635, "loss": 0.9321535580628273, }
json_stats: {"epoch": 372, "elapsed": 1.3345216128509492, "loss": 0.931933724069122, }
json_stats: {"epoch": 373, "elapsed": 1.3707721619866788, "loss": 0.9299542632784232, }
json_stats: {"epoch": 374, "elapsed": 1.2996781719848514, "loss": 0.9337396228160779, }
json_stats: {"epoch": 375, "elapsed": 1.3386839448940009, "loss": 0.9323655766343591, }
json_stats: {"epoch": 376, "elapsed": 1.2845282829366624, "loss": 0.9315120410623403, }
json_stats: {"epoch": 377, "elapsed": 1.3251453461125493, "loss": 0.9312260406838033, }
json_stats: {"epoch": 378, "elapsed": 1.3194582501892, "loss": 0.9299955340737135, }
json_stats: {"epoch": 379, "elapsed": 1.319061711197719, "loss": 0.934784818663083, }
json_stats: {"epoch": 380, "elapsed": 1.3031833700370044, "loss": 0.930489023525988, }
json_stats: {"epoch": 381, "elapsed": 1.3369911459740251, "loss": 0.9296693045629485, }
json_stats: {"epoch": 382, "elapsed": 1.3432326740585268, "loss": 0.9291103709550904, }
json_stats: {"epoch": 383, "elapsed": 1.2853989920113236, "loss": 0.927055282827417, }
json_stats: {"epoch": 384, "elapsed": 1.3448097149375826, "loss": 0.9278180604657361, }
json_stats: {"epoch": 385, "elapsed": 1.302397961029783, "loss": 0.9267634462652398, }
json_stats: {"epoch": 386, "elapsed": 1.3583403921220452, "loss": 0.930216371267932, }
json_stats: {"epoch": 387, "elapsed": 1.3482344571966678, "loss": 0.927103363374807, }
json_stats: {"epoch": 388, "elapsed": 1.3719905600883067, "loss": 0.928657555647478, }
json_stats: {"epoch": 389, "elapsed": 1.3122125722002238, "loss": 0.9303016319312231, }
json_stats: {"epoch": 390, "elapsed": 1.3286419799551368, "loss": 0.9256709069748263, }
json_stats: {"epoch": 391, "elapsed": 1.3683309350162745, "loss": 0.9259533162390303, }
json_stats: {"epoch": 392, "elapsed": 1.2769846329465508, "loss": 0.9298445958740946, }
json_stats: {"epoch": 393, "elapsed": 1.2920100898481905, "loss": 0.9286076403112662, }
json_stats: {"epoch": 394, "elapsed": 1.3798848469741642, "loss": 0.9272936586903116, }
json_stats: {"epoch": 395, "elapsed": 1.2881481179501861, "loss": 0.9282603142031317, }
json_stats: {"epoch": 396, "elapsed": 1.3436089700553566, "loss": 0.930323514617381, }
json_stats: {"epoch": 397, "elapsed": 1.3117193731013685, "loss": 0.9288741379483585, }
json_stats: {"epoch": 398, "elapsed": 1.3154922479297966, "loss": 0.9277727633986362, }
json_stats: {"epoch": 299, "elapsed": 1.36436823499389, "loss": 0.9518114868690357, "sqnorm_min": 0.606787678099384, "sqnorm_avg": 0.9936822033738785, "sqnorm_max": 0.9996689198085544, "mean_rank": 52.059178367134685, "map_rank": 0.4964479238066304, "best": true}
json_stats: {"epoch": 400, "elapsed": 1.3609465199988335, "loss": 0.926254345715631, }
json_stats: {"epoch": 401, "elapsed": 1.3759420041460544, "loss": 0.9285998209634031, }
json_stats: {"epoch": 402, "elapsed": 1.3673964960034937, "loss": 0.9246099146130604, }
json_stats: {"epoch": 403, "elapsed": 1.3002184468787163, "loss": 0.9258652254087435, }
json_stats: {"epoch": 404, "elapsed": 1.3573639439418912, "loss": 0.9277008493112232, }
json_stats: {"epoch": 405, "elapsed": 1.2911134250462055, "loss": 0.9266299279431911, }
json_stats: {"epoch": 406, "elapsed": 1.3578533849213272, "loss": 0.9243609334248168, }
json_stats: {"epoch": 407, "elapsed": 1.3274042969569564, "loss": 0.9242127512192182, }
json_stats: {"epoch": 408, "elapsed": 1.3221565398853272, "loss": 0.9249856944816255, }
json_stats: {"epoch": 409, "elapsed": 1.3098775900434703, "loss": 0.9255900469699294, }
json_stats: {"epoch": 410, "elapsed": 1.3049767529591918, "loss": 0.9220715394215011, }
json_stats: {"epoch": 411, "elapsed": 1.3500738348811865, "loss": 0.9244481720569797, }
json_stats: {"epoch": 412, "elapsed": 1.3310141109395772, "loss": 0.9252032488769556, }
json_stats: {"epoch": 413, "elapsed": 1.3221482769586146, "loss": 0.9257745024973028, }
json_stats: {"epoch": 414, "elapsed": 1.3310017769690603, "loss": 0.9242876434099554, }
json_stats: {"epoch": 415, "elapsed": 1.3265991809312254, "loss": 0.9235951570953395, }
json_stats: {"epoch": 416, "elapsed": 1.337670407956466, "loss": 0.9227883953754918, }
json_stats: {"epoch": 417, "elapsed": 1.4155146540142596, "loss": 0.9268492164280797, }
json_stats: {"epoch": 418, "elapsed": 1.294587962795049, "loss": 0.9228706907968083, }
json_stats: {"epoch": 419, "elapsed": 1.333293838892132, "loss": 0.9217270050832106, }
json_stats: {"epoch": 420, "elapsed": 1.3337232859339565, "loss": 0.9228659074643463, }
json_stats: {"epoch": 421, "elapsed": 1.3176283400971442, "loss": 0.9240068084282348, }
json_stats: {"epoch": 422, "elapsed": 1.292178014991805, "loss": 0.9215921060569059, }
json_stats: {"epoch": 423, "elapsed": 1.3358458080329, "loss": 0.9241443360387369, }
json_stats: {"epoch": 424, "elapsed": 1.3047564690932631, "loss": 0.9244714262988564, }
json_stats: {"epoch": 425, "elapsed": 1.295179926091805, "loss": 0.924298899780827, }
json_stats: {"epoch": 426, "elapsed": 1.3101050627883524, "loss": 0.9200849211120397, }
json_stats: {"epoch": 427, "elapsed": 1.319496809039265, "loss": 0.9237239599236953, }
json_stats: {"epoch": 428, "elapsed": 1.3093137440737337, "loss": 0.9261598343607952, }
json_stats: {"epoch": 429, "elapsed": 1.3134769338648766, "loss": 0.9248238347863005, }
json_stats: {"epoch": 430, "elapsed": 1.3749332369770855, "loss": 0.9234641610051565, }
json_stats: {"epoch": 431, "elapsed": 1.313426085980609, "loss": 0.9197396638907, }
json_stats: {"epoch": 432, "elapsed": 1.338822240009904, "loss": 0.9197594412376411, }
json_stats: {"epoch": 433, "elapsed": 1.2988939790520817, "loss": 0.9241696186269819, }
json_stats: {"epoch": 434, "elapsed": 1.3578365771099925, "loss": 0.9245363219008479, }
json_stats: {"epoch": 435, "elapsed": 1.3355614871252328, "loss": 0.9241910744678161, }
json_stats: {"epoch": 436, "elapsed": 1.3036713278852403, "loss": 0.9219712756974086, }
json_stats: {"epoch": 437, "elapsed": 1.3185352610889822, "loss": 0.920833326201204, }
json_stats: {"epoch": 438, "elapsed": 1.3415076050441712, "loss": 0.9195657253823797, }
json_stats: {"epoch": 439, "elapsed": 1.281005454948172, "loss": 0.9211727330605137, }
json_stats: {"epoch": 440, "elapsed": 1.403699651826173, "loss": 0.9224079541337685, }
json_stats: {"epoch": 441, "elapsed": 1.3047089779283851, "loss": 0.9227842703546565, }
json_stats: {"epoch": 442, "elapsed": 1.2940123630687594, "loss": 0.9188097859899533, }
json_stats: {"epoch": 443, "elapsed": 1.3357812729664147, "loss": 0.9208130746452639, }
json_stats: {"epoch": 444, "elapsed": 1.3067064550705254, "loss": 0.9231620889514477, }
json_stats: {"epoch": 445, "elapsed": 1.2976235870737582, "loss": 0.9201711939792625, }
json_stats: {"epoch": 446, "elapsed": 1.3620683779008687, "loss": 0.9237838456519246, }
json_stats: {"epoch": 447, "elapsed": 1.3454944279510528, "loss": 0.9190821602244107, }
json_stats: {"epoch": 448, "elapsed": 1.3111228779889643, "loss": 0.9235064706535129, }
json_stats: {"epoch": 449, "elapsed": 1.3671995990443975, "loss": 0.9221620784685689, }
json_stats: {"epoch": 450, "elapsed": 1.2899702400900424, "loss": 0.9230673206350628, }
json_stats: {"epoch": 451, "elapsed": 1.3329379979986697, "loss": 0.9199298793130924, }
json_stats: {"epoch": 452, "elapsed": 1.273340192856267, "loss": 0.9238559580413845, }
json_stats: {"epoch": 453, "elapsed": 1.329338480019942, "loss": 0.917170393701001, }
json_stats: {"epoch": 454, "elapsed": 1.3382548710796982, "loss": 0.9183637645486347, }
json_stats: {"epoch": 455, "elapsed": 1.3277292980346829, "loss": 0.9204039918861833, }
json_stats: {"epoch": 456, "elapsed": 1.329488781047985, "loss": 0.9199319565264792, }
json_stats: {"epoch": 457, "elapsed": 1.3456108029931784, "loss": 0.9175500256812764, }
json_stats: {"epoch": 458, "elapsed": 1.3702972300816327, "loss": 0.9238609377308936, }
json_stats: {"epoch": 459, "elapsed": 1.330820073839277, "loss": 0.9181498208526756, }
json_stats: {"epoch": 460, "elapsed": 1.3476589731872082, "loss": 0.9185632347833173, }
json_stats: {"epoch": 461, "elapsed": 1.3137159140314907, "loss": 0.9237396487704373, }
json_stats: {"epoch": 462, "elapsed": 1.3101724130101502, "loss": 0.9170773371945913, }
json_stats: {"epoch": 463, "elapsed": 1.365852648159489, "loss": 0.9146856944159881, }
json_stats: {"epoch": 464, "elapsed": 1.322027418995276, "loss": 0.9180050733650315, }
json_stats: {"epoch": 465, "elapsed": 1.3197486780118197, "loss": 0.9163387955475115, }
json_stats: {"epoch": 466, "elapsed": 1.3413875228725374, "loss": 0.9241116845433868, }
json_stats: {"epoch": 467, "elapsed": 1.3270752599928528, "loss": 0.9155438683822463, }
json_stats: {"epoch": 468, "elapsed": 1.316531176213175, "loss": 0.9197452477792503, }
json_stats: {"epoch": 469, "elapsed": 1.3031334141269326, "loss": 0.9174360977231274, }
json_stats: {"epoch": 470, "elapsed": 1.387464864877984, "loss": 0.9191607230563082, }
json_stats: {"epoch": 471, "elapsed": 1.3193274191580713, "loss": 0.9185659198440784, }
json_stats: {"epoch": 472, "elapsed": 1.3407175720203668, "loss": 0.9221058634232251, }
json_stats: {"epoch": 473, "elapsed": 1.3271904301363975, "loss": 0.917857200820902, }
json_stats: {"epoch": 474, "elapsed": 1.3595888349227607, "loss": 0.9139853018484351, }
json_stats: {"epoch": 475, "elapsed": 1.3034962499514222, "loss": 0.9142625057083265, }
json_stats: {"epoch": 476, "elapsed": 1.354175804182887, "loss": 0.917757411383379, }
json_stats: {"epoch": 477, "elapsed": 1.277141923084855, "loss": 0.9174186194251017, }
json_stats: {"epoch": 478, "elapsed": 1.3060022238641977, "loss": 0.9185046040388353, }
json_stats: {"epoch": 479, "elapsed": 1.3644854850135744, "loss": 0.9168901872148181, }
json_stats: {"epoch": 480, "elapsed": 1.3561457979958504, "loss": 0.9175491203287801, }
json_stats: {"epoch": 481, "elapsed": 1.3046075189486146, "loss": 0.9165455078988505, }
json_stats: {"epoch": 482, "elapsed": 1.3166750869713724, "loss": 0.9186588813503788, }
json_stats: {"epoch": 483, "elapsed": 1.3249108768068254, "loss": 0.9145676828716268, }
json_stats: {"epoch": 484, "elapsed": 1.3610786329954863, "loss": 0.9170836409981332, }
json_stats: {"epoch": 485, "elapsed": 1.3422486619092524, "loss": 0.9195442369161784, }
json_stats: {"epoch": 486, "elapsed": 1.3358954780269414, "loss": 0.9184014611911103, }
json_stats: {"epoch": 487, "elapsed": 1.3416605331003666, "loss": 0.9159540446432038, }
json_stats: {"epoch": 488, "elapsed": 1.3335536969825625, "loss": 0.915405769961722, }
json_stats: {"epoch": 489, "elapsed": 1.3451707249041647, "loss": 0.917331256378567, }
json_stats: {"epoch": 490, "elapsed": 1.3096221978776157, "loss": 0.9158625773927169, }
json_stats: {"epoch": 491, "elapsed": 1.3204330690205097, "loss": 0.9201244764318672, }
json_stats: {"epoch": 492, "elapsed": 1.3102496278006583, "loss": 0.9145151582444689, }
json_stats: {"epoch": 493, "elapsed": 1.3176745960954577, "loss": 0.9144982372291152, }
json_stats: {"epoch": 494, "elapsed": 1.360040397150442, "loss": 0.9165420053320915, }
json_stats: {"epoch": 495, "elapsed": 1.3223179010674357, "loss": 0.9161680485798512, }
json_stats: {"epoch": 496, "elapsed": 1.3381649770308286, "loss": 0.916761949050179, }
json_stats: {"epoch": 497, "elapsed": 1.3358028701040894, "loss": 0.9164105806962759, }
json_stats: {"epoch": 498, "elapsed": 1.3178663940634578, "loss": 0.9114728205531096, }
json_stats: {"epoch": 399, "elapsed": 1.2995430110022426, "loss": 0.9269889399661175, "sqnorm_min": 0.6290194032842854, "sqnorm_avg": 0.9954823022223368, "sqnorm_max": 0.9997960425892808, "mean_rank": 51.51684867394696, "map_rank": 0.5130946624062014, "best": true}
json_stats: {"epoch": 500, "elapsed": 1.3950351770035923, "loss": 0.9168177209736346, }
json_stats: {"epoch": 501, "elapsed": 1.39274514419958, "loss": 0.9165331420877219, }
json_stats: {"epoch": 502, "elapsed": 1.396075255004689, "loss": 0.9144604514287032, }
json_stats: {"epoch": 503, "elapsed": 1.3379926409106702, "loss": 0.9112793636448199, }
json_stats: {"epoch": 504, "elapsed": 1.3132720990106463, "loss": 0.9166126798831875, }
json_stats: {"epoch": 505, "elapsed": 1.3263316459488124, "loss": 0.9160186483300072, }
json_stats: {"epoch": 506, "elapsed": 1.2732857351657003, "loss": 0.9154937814443477, }
json_stats: {"epoch": 507, "elapsed": 1.3610943648964167, "loss": 0.913732946572772, }
json_stats: {"epoch": 508, "elapsed": 1.298183562932536, "loss": 0.9149224120163352, }
json_stats: {"epoch": 509, "elapsed": 1.2997351030353457, "loss": 0.9132922887205004, }
json_stats: {"epoch": 510, "elapsed": 1.309536380926147, "loss": 0.910809624595344, }
json_stats: {"epoch": 511, "elapsed": 1.31137765198946, "loss": 0.916359379387486, }
json_stats: {"epoch": 512, "elapsed": 1.336129245115444, "loss": 0.9108317974373564, }
json_stats: {"epoch": 513, "elapsed": 1.3420516869518906, "loss": 0.9169207630296128, }
json_stats: {"epoch": 514, "elapsed": 1.3382048311177641, "loss": 0.91338379695764, }
json_stats: {"epoch": 515, "elapsed": 1.2912544331047684, "loss": 0.9099351163406038, }
json_stats: {"epoch": 516, "elapsed": 1.285960088018328, "loss": 0.917148074719613, }
json_stats: {"epoch": 517, "elapsed": 1.4257139479741454, "loss": 0.916057084772497, }
json_stats: {"epoch": 518, "elapsed": 1.3733397121541202, "loss": 0.912675700744539, }
json_stats: {"epoch": 519, "elapsed": 1.3182931239716709, "loss": 0.9123652658343547, }
json_stats: {"epoch": 520, "elapsed": 1.3481413531117141, "loss": 0.9106443204752099, }
json_stats: {"epoch": 521, "elapsed": 1.3228134540840983, "loss": 0.9148275634240678, }
json_stats: {"epoch": 522, "elapsed": 1.349162588827312, "loss": 0.9121763233965441, }
json_stats: {"epoch": 523, "elapsed": 1.3322692711371928, "loss": 0.9106567933424599, }
json_stats: {"epoch": 524, "elapsed": 1.274286192143336, "loss": 0.9123294862292602, }
json_stats: {"epoch": 525, "elapsed": 1.2882567399647087, "loss": 0.9094126020751863, }
json_stats: {"epoch": 526, "elapsed": 1.3328399141319096, "loss": 0.9104061444693567, }
json_stats: {"epoch": 527, "elapsed": 1.33364316704683, "loss": 0.9108766706095699, }
json_stats: {"epoch": 528, "elapsed": 1.3272605459205806, "loss": 0.914735645340239, }
json_stats: {"epoch": 529, "elapsed": 1.2684226320125163, "loss": 0.9131767749280784, }
json_stats: {"epoch": 530, "elapsed": 1.3325736369006336, "loss": 0.9152270568558337, }
json_stats: {"epoch": 531, "elapsed": 1.34856729907915, "loss": 0.914779020484822, }
json_stats: {"epoch": 532, "elapsed": 1.3321810660418123, "loss": 0.911288451386677, }
json_stats: {"epoch": 533, "elapsed": 1.304638615110889, "loss": 0.9109671606897014, }
json_stats: {"epoch": 534, "elapsed": 1.3336073579266667, "loss": 0.9095842129321337, }
json_stats: {"epoch": 535, "elapsed": 1.3069964130409062, "loss": 0.911709777526075, }
json_stats: {"epoch": 536, "elapsed": 1.3244822740089148, "loss": 0.9118530862433984, }
json_stats: {"epoch": 537, "elapsed": 1.3278491899836808, "loss": 0.9105851540801081, }
json_stats: {"epoch": 538, "elapsed": 1.3430613849777728, "loss": 0.9134552475520734, }
json_stats: {"epoch": 539, "elapsed": 1.3114234141539782, "loss": 0.9146431775942829, }
json_stats: {"epoch": 540, "elapsed": 1.2933792970143259, "loss": 0.9087529858587217, }
json_stats: {"epoch": 541, "elapsed": 1.3467291258275509, "loss": 0.9118574378153512, }
json_stats: {"epoch": 542, "elapsed": 1.3356009258423, "loss": 0.9091565388718157, }
json_stats: {"epoch": 543, "elapsed": 1.3018322819843888, "loss": 0.9126767721572858, }
json_stats: {"epoch": 544, "elapsed": 1.3345683561637998, "loss": 0.9102664744095885, }
json_stats: {"epoch": 545, "elapsed": 1.3709465810097754, "loss": 0.9095480720872346, }
json_stats: {"epoch": 546, "elapsed": 1.3383190440945327, "loss": 0.91091030138171, }
json_stats: {"epoch": 547, "elapsed": 1.288560789078474, "loss": 0.9128283181275371, }
json_stats: {"epoch": 548, "elapsed": 1.361582383979112, "loss": 0.9117659087105936, }
json_stats: {"epoch": 549, "elapsed": 1.3819581589195877, "loss": 0.9111467502625251, }
json_stats: {"epoch": 550, "elapsed": 1.307603691937402, "loss": 0.9114647358000973, }
json_stats: {"epoch": 551, "elapsed": 1.3326871860772371, "loss": 0.9113744171334596, }
json_stats: {"epoch": 552, "elapsed": 1.3201969480141997, "loss": 0.9106806986065351, }
json_stats: {"epoch": 553, "elapsed": 1.3403416951186955, "loss": 0.9123072153664662, }
json_stats: {"epoch": 554, "elapsed": 1.3519924429710954, "loss": 0.9103495984293628, }
json_stats: {"epoch": 555, "elapsed": 1.3542900590691715, "loss": 0.9079916601508922, }
json_stats: {"epoch": 556, "elapsed": 1.3341380250640213, "loss": 0.9139844346705763, }
json_stats: {"epoch": 557, "elapsed": 1.2873645350337029, "loss": 0.9066507905655077, }
json_stats: {"epoch": 558, "elapsed": 1.3610843890346587, "loss": 0.9123252966710338, }
json_stats: {"epoch": 559, "elapsed": 1.2763736678753048, "loss": 0.907153449990538, }
json_stats: {"epoch": 560, "elapsed": 1.3022013208828866, "loss": 0.9105504597108102, }
json_stats: {"epoch": 561, "elapsed": 1.3531910609453917, "loss": 0.9093444823523716, }
json_stats: {"epoch": 562, "elapsed": 1.388200256973505, "loss": 0.9117697666263864, }
json_stats: {"epoch": 563, "elapsed": 1.4430938109289855, "loss": 0.9085525373933759, }
json_stats: {"epoch": 564, "elapsed": 1.4168058491777629, "loss": 0.9105208175434947, }
json_stats: {"epoch": 565, "elapsed": 1.3294433609116822, "loss": 0.9117492219396859, }
json_stats: {"epoch": 566, "elapsed": 1.3430173329543322, "loss": 0.9061598814565859, }
json_stats: {"epoch": 567, "elapsed": 1.3547130338847637, "loss": 0.9102762651802804, }
json_stats: {"epoch": 568, "elapsed": 1.3109741280786693, "loss": 0.9111912854563842, }
json_stats: {"epoch": 569, "elapsed": 1.2725856469478458, "loss": 0.912332329502931, }
json_stats: {"epoch": 570, "elapsed": 1.2737708729691803, "loss": 0.9109330999990864, }
json_stats: {"epoch": 571, "elapsed": 1.3170423959381878, "loss": 0.9131971119118972, }
json_stats: {"epoch": 572, "elapsed": 1.3052988280542195, "loss": 0.906107210495619, }
json_stats: {"epoch": 573, "elapsed": 1.3136098098475486, "loss": 0.9116359942577094, }
json_stats: {"epoch": 574, "elapsed": 1.3543019420467317, "loss": 0.9104863408827404, }
json_stats: {"epoch": 575, "elapsed": 1.316623924067244, "loss": 0.9114061986025803, }
json_stats: {"epoch": 576, "elapsed": 1.311502701137215, "loss": 0.9092433890599306, }
json_stats: {"epoch": 577, "elapsed": 1.3783468890469521, "loss": 0.9108968798400692, }
json_stats: {"epoch": 578, "elapsed": 1.2975546568632126, "loss": 0.9082650098994769, }
json_stats: {"epoch": 579, "elapsed": 1.3164234808646142, "loss": 0.9107687407218722, }
json_stats: {"epoch": 580, "elapsed": 1.302874008892104, "loss": 0.9071599962431185, }
json_stats: {"epoch": 581, "elapsed": 1.3342839870601892, "loss": 0.9086553376432966, }
json_stats: {"epoch": 582, "elapsed": 1.3411180858965963, "loss": 0.909593548274298, }
json_stats: {"epoch": 583, "elapsed": 1.3302548029460013, "loss": 0.9112753537541884, }
json_stats: {"epoch": 584, "elapsed": 1.3740177359431982, "loss": 0.9106304606418805, }
json_stats: {"epoch": 585, "elapsed": 1.2845932750497013, "loss": 0.9121094526216454, }
json_stats: {"epoch": 586, "elapsed": 1.3203551268670708, "loss": 0.9062984242722513, }
json_stats: {"epoch": 587, "elapsed": 1.3804196829441935, "loss": 0.9092543297781573, }
json_stats: {"epoch": 588, "elapsed": 1.3267651470378041, "loss": 0.9074843756575207, }
json_stats: {"epoch": 589, "elapsed": 1.308271822053939, "loss": 0.9119025192283221, }
json_stats: {"epoch": 590, "elapsed": 1.3184941159561276, "loss": 0.911029794218372, }
json_stats: {"epoch": 591, "elapsed": 1.2984922318719327, "loss": 0.9086790639822739, }
json_stats: {"epoch": 592, "elapsed": 1.3234040988609195, "loss": 0.9091282451303644, }
json_stats: {"epoch": 593, "elapsed": 1.3584454180672765, "loss": 0.9055239155353529, }
json_stats: {"epoch": 594, "elapsed": 1.3577592989895493, "loss": 0.9109549289092223, }
json_stats: {"epoch": 595, "elapsed": 1.3146361869294196, "loss": 0.9120137593411659, }
json_stats: {"epoch": 596, "elapsed": 1.3547288628760725, "loss": 0.9088877644191651, }
json_stats: {"epoch": 597, "elapsed": 1.3036014009267092, "loss": 0.9103992228762107, }
json_stats: {"epoch": 598, "elapsed": 1.3351349830627441, "loss": 0.9132042146759669, }
json_stats: {"epoch": 499, "elapsed": 1.3516446528956294, "loss": 0.9178214653277181, "sqnorm_min": 0.6876028185779116, "sqnorm_avg": 0.9964222934772003, "sqnorm_max": 0.999865995786504, "mean_rank": 51.40257410296412, "map_rank": 0.5274647626463522, "best": true}
json_stats: {"epoch": 600, "elapsed": 1.4067495160270482, "loss": 0.9051653025021018, }
json_stats: {"epoch": 601, "elapsed": 1.3883854770101607, "loss": 0.9119205359111919, }
json_stats: {"epoch": 602, "elapsed": 1.377906076842919, "loss": 0.9056618288498205, }
json_stats: {"epoch": 603, "elapsed": 1.2924687669146806, "loss": 0.9068370448264687, }
json_stats: {"epoch": 604, "elapsed": 1.332648049108684, "loss": 0.9068043864748756, }
json_stats: {"epoch": 605, "elapsed": 1.329042298020795, "loss": 0.908343303028367, }
json_stats: {"epoch": 606, "elapsed": 1.2997238268144429, "loss": 0.9063555092802958, }
json_stats: {"epoch": 607, "elapsed": 1.3301876541227102, "loss": 0.9041710495087968, }
json_stats: {"epoch": 608, "elapsed": 1.3455806118436158, "loss": 0.9093970758331595, }
json_stats: {"epoch": 609, "elapsed": 1.3019559849053621, "loss": 0.9087470152272253, }
json_stats: {"epoch": 610, "elapsed": 1.295771094970405, "loss": 0.9078234117545967, }
json_stats: {"epoch": 611, "elapsed": 1.3910236440133303, "loss": 0.9083209144728249, }
json_stats: {"epoch": 612, "elapsed": 1.2595833719242364, "loss": 0.9094818643893716, }
json_stats: {"epoch": 613, "elapsed": 1.3726291749626398, "loss": 0.9042622397641372, }
json_stats: {"epoch": 614, "elapsed": 1.2711783819831908, "loss": 0.9080941392484356, }
json_stats: {"epoch": 615, "elapsed": 1.319831880973652, "loss": 0.9081127739854251, }
json_stats: {"epoch": 616, "elapsed": 1.3143760340753943, "loss": 0.9070497131539994, }
json_stats: {"epoch": 617, "elapsed": 1.3813898181542754, "loss": 0.909463022891394, }
json_stats: {"epoch": 618, "elapsed": 1.3044532148633152, "loss": 0.9022093227900051, }
json_stats: {"epoch": 619, "elapsed": 1.3512290508951992, "loss": 0.9044756605883268, }
json_stats: {"epoch": 620, "elapsed": 1.2789594128262252, "loss": 0.907854240934629, }
json_stats: {"epoch": 621, "elapsed": 1.3596071097999811, "loss": 0.9049582953182899, }
json_stats: {"epoch": 622, "elapsed": 1.3460734768304974, "loss": 0.9067273939097977, }
json_stats: {"epoch": 623, "elapsed": 1.330168992979452, "loss": 0.9092705300485545, }
json_stats: {"epoch": 624, "elapsed": 1.3233180111274123, "loss": 0.9070867418236577, }
json_stats: {"epoch": 625, "elapsed": 1.3710349081084132, "loss": 0.9087057860903869, }
json_stats: {"epoch": 626, "elapsed": 1.29143241699785, "loss": 0.9055121691982236, }
json_stats: {"epoch": 627, "elapsed": 1.2873024852015078, "loss": 0.9065141115577093, }
json_stats: {"epoch": 628, "elapsed": 1.3269563808571547, "loss": 0.9075102392619588, }
json_stats: {"epoch": 629, "elapsed": 1.3002734240144491, "loss": 0.9074731547850554, }
json_stats: {"epoch": 630, "elapsed": 1.3092791808303446, "loss": 0.9077581404590912, }
json_stats: {"epoch": 631, "elapsed": 1.3282189338933676, "loss": 0.9097809705133703, }
json_stats: {"epoch": 632, "elapsed": 1.2872052460443228, "loss": 0.9048550657758744, }
json_stats: {"epoch": 633, "elapsed": 1.2823720921296626, "loss": 0.9073886729977682, }
json_stats: {"epoch": 634, "elapsed": 1.3220151509158313, "loss": 0.9079481555683401, }
json_stats: {"epoch": 635, "elapsed": 1.3524880609475076, "loss": 0.9077257788580038, }
json_stats: {"epoch": 636, "elapsed": 1.340713826008141, "loss": 0.9069675394521276, }
json_stats: {"epoch": 637, "elapsed": 1.2737138520460576, "loss": 0.9093933137085485, }
json_stats: {"epoch": 638, "elapsed": 1.359688518801704, "loss": 0.906045719857526, }
json_stats: {"epoch": 639, "elapsed": 1.3502012849785388, "loss": 0.9073295104976791, }
json_stats: {"epoch": 640, "elapsed": 1.3727898471988738, "loss": 0.9105724223990398, }
json_stats: {"epoch": 641, "elapsed": 1.3379296748898923, "loss": 0.9036881280303312, }
json_stats: {"epoch": 642, "elapsed": 1.3060382278636098, "loss": 0.9077088348364344, }
json_stats: {"epoch": 643, "elapsed": 1.3138588168658316, "loss": 0.9037630014044665, }
json_stats: {"epoch": 644, "elapsed": 1.330422927858308, "loss": 0.9068466258895219, }
json_stats: {"epoch": 645, "elapsed": 1.3218308021314442, "loss": 0.9073568434573234, }
json_stats: {"epoch": 646, "elapsed": 1.3182050311006606, "loss": 0.9022383210044839, }
json_stats: {"epoch": 647, "elapsed": 1.2781060279812664, "loss": 0.9050869356006639, }
json_stats: {"epoch": 648, "elapsed": 1.3128324230201542, "loss": 0.9071727142092414, }
json_stats: {"epoch": 649, "elapsed": 1.3425707719288766, "loss": 0.9068258609735885, }
json_stats: {"epoch": 650, "elapsed": 1.3361142880748957, "loss": 0.9064744674204811, }
json_stats: {"epoch": 651, "elapsed": 1.3305516259279102, "loss": 0.9024604083334185, }
json_stats: {"epoch": 652, "elapsed": 1.3688688110560179, "loss": 0.9096988497583819, }
json_stats: {"epoch": 653, "elapsed": 1.3484488339163363, "loss": 0.906668747515707, }
json_stats: {"epoch": 654, "elapsed": 1.3543055790942162, "loss": 0.9046210547018126, }
json_stats: {"epoch": 655, "elapsed": 1.3601305289193988, "loss": 0.907920897693704, }
json_stats: {"epoch": 656, "elapsed": 1.3135643200948834, "loss": 0.9047861805304073, }
json_stats: {"epoch": 657, "elapsed": 1.2936794410925359, "loss": 0.9056905602224348, }
json_stats: {"epoch": 658, "elapsed": 1.3300766190513968, "loss": 0.908239306949069, }
json_stats: {"epoch": 659, "elapsed": 1.315631303936243, "loss": 0.9093022068453945, }
json_stats: {"epoch": 660, "elapsed": 1.363096792018041, "loss": 0.9052445804358735, }
json_stats: {"epoch": 661, "elapsed": 1.3460922338999808, "loss": 0.9068126865524407, }
json_stats: {"epoch": 662, "elapsed": 1.276314213173464, "loss": 0.9062085739175219, }
json_stats: {"epoch": 663, "elapsed": 1.3088570430409163, "loss": 0.9059927485429391, }
json_stats: {"epoch": 664, "elapsed": 1.3523447199258953, "loss": 0.9056658985510125, }
json_stats: {"epoch": 665, "elapsed": 1.441168713150546, "loss": 0.9048362274917611, }
json_stats: {"epoch": 666, "elapsed": 1.2780223051086068, "loss": 0.90683993255782, }
json_stats: {"epoch": 667, "elapsed": 1.3115315209142864, "loss": 0.9056105375628247, }
json_stats: {"epoch": 668, "elapsed": 1.3082612520083785, "loss": 0.909705130579247, }
json_stats: {"epoch": 669, "elapsed": 1.3839358880650252, "loss": 0.9056074341541194, }
json_stats: {"epoch": 670, "elapsed": 1.3242849779780954, "loss": 0.9088339108089478, }
json_stats: {"epoch": 671, "elapsed": 1.3022556649520993, "loss": 0.9082963577508065, }
json_stats: {"epoch": 672, "elapsed": 1.3114121770486236, "loss": 0.9023375030658981, }
json_stats: {"epoch": 673, "elapsed": 1.2954946660902351, "loss": 0.9068341748543608, }
json_stats: {"epoch": 674, "elapsed": 1.347963091917336, "loss": 0.9025214591179606, }
json_stats: {"epoch": 675, "elapsed": 1.4077777180355042, "loss": 0.9067496786063478, }
json_stats: {"epoch": 676, "elapsed": 1.2775266340468079, "loss": 0.9027015496558194, }
json_stats: {"epoch": 677, "elapsed": 1.2785287899896502, "loss": 0.9033615368738781, }
json_stats: {"epoch": 678, "elapsed": 1.361237347824499, "loss": 0.9021186642620918, }
json_stats: {"epoch": 679, "elapsed": 1.329146248055622, "loss": 0.9057944790584609, }
json_stats: {"epoch": 680, "elapsed": 1.296077314997092, "loss": 0.9047118624167058, }
json_stats: {"epoch": 681, "elapsed": 1.2930454809684306, "loss": 0.9004460366824948, }
json_stats: {"epoch": 682, "elapsed": 1.3516268630046397, "loss": 0.9052983559306796, }
json_stats: {"epoch": 683, "elapsed": 1.3892184670548886, "loss": 0.9032368832647126, }
json_stats: {"epoch": 684, "elapsed": 1.3648406269494444, "loss": 0.9027169334777662, }
json_stats: {"epoch": 685, "elapsed": 1.3215034860186279, "loss": 0.9057228219941246, }
json_stats: {"epoch": 686, "elapsed": 1.3796498738229275, "loss": 0.9035380061942673, }
json_stats: {"epoch": 687, "elapsed": 1.3061583030503243, "loss": 0.9016598935894392, }
json_stats: {"epoch": 688, "elapsed": 1.3460917170159519, "loss": 0.907475321586933, }
json_stats: {"epoch": 689, "elapsed": 1.3633734460454434, "loss": 0.906814166435403, }
json_stats: {"epoch": 690, "elapsed": 1.2900265390053391, "loss": 0.9031947982671812, }
json_stats: {"epoch": 691, "elapsed": 1.3130783680826426, "loss": 0.9051163923178095, }
json_stats: {"epoch": 692, "elapsed": 1.326335518155247, "loss": 0.9044048662667382, }
json_stats: {"epoch": 693, "elapsed": 1.276338977040723, "loss": 0.9047532706339009, }
json_stats: {"epoch": 694, "elapsed": 1.3416153979487717, "loss": 0.9065803243768428, }
json_stats: {"epoch": 695, "elapsed": 1.346586283063516, "loss": 0.9046170191944611, }
json_stats: {"epoch": 696, "elapsed": 1.3067525341175497, "loss": 0.90109126950366, }
json_stats: {"epoch": 697, "elapsed": 1.3888567180838436, "loss": 0.9029986559284091, }
json_stats: {"epoch": 698, "elapsed": 1.2794403689913452, "loss": 0.903844497949656, }
json_stats: {"epoch": 599, "elapsed": 1.348028879845515, "loss": 0.9107744746296094, "sqnorm_min": 0.7251269538171903, "sqnorm_avg": 0.9970295442753966, "sqnorm_max": 0.9999201413879666, "mean_rank": 51.42620904836193, "map_rank": 0.5354689436522608, "best": true}
json_stats: {"epoch": 700, "elapsed": 1.389320801012218, "loss": 0.9021202209205172, }
json_stats: {"epoch": 701, "elapsed": 1.3916218900121748, "loss": 0.9065024654389057, }
json_stats: {"epoch": 702, "elapsed": 1.3786310709547251, "loss": 0.9017952079124937, }
json_stats: {"epoch": 703, "elapsed": 1.3394411629997194, "loss": 0.9056935537977308, }
json_stats: {"epoch": 704, "elapsed": 1.3093831059522927, "loss": 0.9036982291712987, }
json_stats: {"epoch": 705, "elapsed": 1.3230908871628344, "loss": 0.9019636490807018, }
json_stats: {"epoch": 706, "elapsed": 1.3490402610041201, "loss": 0.903153115133264, }
json_stats: {"epoch": 707, "elapsed": 1.3494194278027862, "loss": 0.9020249476674249, }
json_stats: {"epoch": 708, "elapsed": 1.3203816029708833, "loss": 0.9024474371834433, }
json_stats: {"epoch": 709, "elapsed": 1.3211470539681613, "loss": 0.8997403734985456, }
json_stats: {"epoch": 710, "elapsed": 1.2998543509747833, "loss": 0.9063812387914768, }
json_stats: {"epoch": 711, "elapsed": 1.295119479065761, "loss": 0.9023927782746013, }
json_stats: {"epoch": 712, "elapsed": 1.3463465140666813, "loss": 0.9009256101436331, }
json_stats: {"epoch": 713, "elapsed": 1.4513555408921093, "loss": 0.9012257781406904, }
json_stats: {"epoch": 714, "elapsed": 1.3063423370476812, "loss": 0.90437016463467, }
json_stats: {"epoch": 715, "elapsed": 1.3491420350037515, "loss": 0.9086495472643139, }
json_stats: {"epoch": 716, "elapsed": 1.300553692970425, "loss": 0.9025912277212849, }
json_stats: {"epoch": 717, "elapsed": 1.3425389889162034, "loss": 0.9013934105211941, }
json_stats: {"epoch": 718, "elapsed": 1.2539249549154192, "loss": 0.9020781148977451, }
json_stats: {"epoch": 719, "elapsed": 1.3228807460982352, "loss": 0.9025277593775751, }
json_stats: {"epoch": 720, "elapsed": 1.350482425186783, "loss": 0.9041856292733227, }
json_stats: {"epoch": 721, "elapsed": 1.3583235419355333, "loss": 0.9022392691293357, }
json_stats: {"epoch": 722, "elapsed": 1.3470144290477037, "loss": 0.900408137016897, }
json_stats: {"epoch": 723, "elapsed": 1.3184486851096153, "loss": 0.9057826598765958, }
json_stats: {"epoch": 724, "elapsed": 1.3087546629831195, "loss": 0.900402321877117, }
json_stats: {"epoch": 725, "elapsed": 1.2989738730248064, "loss": 0.9013828259566247, }
json_stats: {"epoch": 726, "elapsed": 1.3391560150776058, "loss": 0.9014931272640596, }
json_stats: {"epoch": 727, "elapsed": 1.3987561319954693, "loss": 0.9039545052099229, }
json_stats: {"epoch": 728, "elapsed": 1.2837751940824091, "loss": 0.9029729004237949, }
json_stats: {"epoch": 729, "elapsed": 1.2946875400375575, "loss": 0.9028319291064735, }
json_stats: {"epoch": 730, "elapsed": 1.3648537169210613, "loss": 0.9027523558006145, }
json_stats: {"epoch": 731, "elapsed": 1.3586215958930552, "loss": 0.9021159961505182, }
json_stats: {"epoch": 732, "elapsed": 1.3752917901147157, "loss": 0.9025834041979155, }
json_stats: {"epoch": 733, "elapsed": 1.3270381730981171, "loss": 0.9022347620475513, }
json_stats: {"epoch": 734, "elapsed": 1.2975120509508997, "loss": 0.9059229210696574, }
json_stats: {"epoch": 735, "elapsed": 1.3112312930170447, "loss": 0.9041095783871163, }
json_stats: {"epoch": 736, "elapsed": 1.294303422095254, "loss": 0.9029471888560041, }
json_stats: {"epoch": 737, "elapsed": 1.3765386901795864, "loss": 0.9014190304561547, }
json_stats: {"epoch": 738, "elapsed": 1.3169428380206227, "loss": 0.9018587744072916, }
json_stats: {"epoch": 739, "elapsed": 1.310137498890981, "loss": 0.8998721948874469, }
json_stats: {"epoch": 740, "elapsed": 1.3604011540301144, "loss": 0.9016753703779642, }
json_stats: {"epoch": 741, "elapsed": 1.3309128049295396, "loss": 0.902157387465549, }
json_stats: {"epoch": 742, "elapsed": 1.3234392369631678, "loss": 0.9031115054353778, }
json_stats: {"epoch": 743, "elapsed": 1.3302993529941887, "loss": 0.9025525735381147, }
json_stats: {"epoch": 744, "elapsed": 1.3042096039280295, "loss": 0.9014813672821844, }
json_stats: {"epoch": 745, "elapsed": 1.3420425590593368, "loss": 0.8996894453809755, }
json_stats: {"epoch": 746, "elapsed": 1.3404016508720815, "loss": 0.9074685516033788, }
json_stats: {"epoch": 747, "elapsed": 1.334422707092017, "loss": 0.904959251713188, }
json_stats: {"epoch": 748, "elapsed": 1.3775724819861352, "loss": 0.9043996882952714, }
json_stats: {"epoch": 749, "elapsed": 1.345252573955804, "loss": 0.9055048141032169, }
json_stats: {"epoch": 750, "elapsed": 1.3155957839917392, "loss": 0.9006532812237994, }
json_stats: {"epoch": 751, "elapsed": 1.3051646118983626, "loss": 0.9041231496745028, }
json_stats: {"epoch": 752, "elapsed": 1.3427997850812972, "loss": 0.9013070858651735, }
json_stats: {"epoch": 753, "elapsed": 1.2996860381681472, "loss": 0.9057839546492824, }
json_stats: {"epoch": 754, "elapsed": 1.3439634800888598, "loss": 0.8991767369487615, }
json_stats: {"epoch": 755, "elapsed": 1.348273745039478, "loss": 0.9036820718468699, }
json_stats: {"epoch": 756, "elapsed": 1.3093466069549322, "loss": 0.9002580782197109, }
json_stats: {"epoch": 757, "elapsed": 1.3418069118633866, "loss": 0.9022325577714845, }
json_stats: {"epoch": 758, "elapsed": 1.3731851649936289, "loss": 0.9005507769539984, }
json_stats: {"epoch": 759, "elapsed": 1.3103219037875533, "loss": 0.9023925160103073, }
json_stats: {"epoch": 760, "elapsed": 1.3186151038389653, "loss": 0.9022057313010549, }
json_stats: {"epoch": 761, "elapsed": 1.3368473649024963, "loss": 0.8982739204989453, }
json_stats: {"epoch": 762, "elapsed": 1.2775081899017096, "loss": 0.9030774099449516, }
json_stats: {"epoch": 763, "elapsed": 1.3693805751390755, "loss": 0.9028304425026097, }
json_stats: {"epoch": 764, "elapsed": 1.3014222010970116, "loss": 0.9030837695142482, }
json_stats: {"epoch": 765, "elapsed": 1.3271508619654924, "loss": 0.8999390647801921, }
json_stats: {"epoch": 766, "elapsed": 1.3228347410913557, "loss": 0.8994515176762179, }
json_stats: {"epoch": 767, "elapsed": 1.3652528780512512, "loss": 0.9035947247397803, }
json_stats: {"epoch": 768, "elapsed": 1.3488902740646154, "loss": 0.9013846365393784, }
json_stats: {"epoch": 769, "elapsed": 1.3541930101346225, "loss": 0.9008707156942466, }
json_stats: {"epoch": 770, "elapsed": 1.3600226358976215, "loss": 0.9073162713548139, }
json_stats: {"epoch": 771, "elapsed": 1.332942171022296, "loss": 0.9011054220334752, }
json_stats: {"epoch": 772, "elapsed": 1.3385613299906254, "loss": 0.9055924233360628, }
json_stats: {"epoch": 773, "elapsed": 1.3081230928655714, "loss": 0.9025446660370804, }
json_stats: {"epoch": 774, "elapsed": 1.3751046771649271, "loss": 0.9047417320926666, }
json_stats: {"epoch": 775, "elapsed": 1.3266847899649292, "loss": 0.9007044937265645, }
json_stats: {"epoch": 776, "elapsed": 1.343273296020925, "loss": 0.8992742240340242, }
json_stats: {"epoch": 777, "elapsed": 1.3034523099195212, "loss": 0.902184524553114, }
json_stats: {"epoch": 778, "elapsed": 1.3086946730036288, "loss": 0.9049487670279164, }
json_stats: {"epoch": 779, "elapsed": 1.3078197659924626, "loss": 0.9020116059705628, }
json_stats: {"epoch": 780, "elapsed": 1.289959852118045, "loss": 0.9026142020410942, }
json_stats: {"epoch": 781, "elapsed": 1.3159517659805715, "loss": 0.9046665978133557, }
json_stats: {"epoch": 782, "elapsed": 1.3591171570587903, "loss": 0.8998878309350019, }
json_stats: {"epoch": 783, "elapsed": 1.3176084328442812, "loss": 0.8987042575354947, }
json_stats: {"epoch": 784, "elapsed": 1.294022561982274, "loss": 0.9028922910429844, }
json_stats: {"epoch": 785, "elapsed": 1.3631625468842685, "loss": 0.9064112670106912, }
json_stats: {"epoch": 786, "elapsed": 1.3017495041713119, "loss": 0.899747981934183, }
json_stats: {"epoch": 787, "elapsed": 1.34478092007339, "loss": 0.9005069066747382, }
json_stats: {"epoch": 788, "elapsed": 1.3098496501334012, "loss": 0.9054498386198424, }
json_stats: {"epoch": 789, "elapsed": 1.3255991290789098, "loss": 0.9035385652157474, }
json_stats: {"epoch": 790, "elapsed": 1.2840771789196879, "loss": 0.8996486614101404, }
json_stats: {"epoch": 791, "elapsed": 1.3508351149503142, "loss": 0.900039150986071, }
json_stats: {"epoch": 792, "elapsed": 1.3402122200932354, "loss": 0.8995414559059943, }
json_stats: {"epoch": 793, "elapsed": 1.3122511571273208, "loss": 0.904592137285167, }
json_stats: {"epoch": 794, "elapsed": 1.356568634044379, "loss": 0.9008067192842051, }
json_stats: {"epoch": 795, "elapsed": 1.3184899599291384, "loss": 0.9001595674293065, }
json_stats: {"epoch": 796, "elapsed": 1.2796522388234735, "loss": 0.8992095580977729, }
json_stats: {"epoch": 797, "elapsed": 1.3243175910320133, "loss": 0.902964458858064, }
json_stats: {"epoch": 798, "elapsed": 1.3303190260194242, "loss": 0.9010152112078479, }
json_stats: {"epoch": 699, "elapsed": 1.3222747230902314, "loss": 0.9071741502454426, "sqnorm_min": 0.7732387608288845, "sqnorm_avg": 0.9974450448533346, "sqnorm_max": 0.9999468581383173, "mean_rank": 51.37501300052002, "map_rank": 0.540144218553548, "best": true}
json_stats: {"epoch": 800, "elapsed": 1.4009159770794213, "loss": 0.9016507230294785, }
json_stats: {"epoch": 801, "elapsed": 1.383379012811929, "loss": 0.9027579225697477, }
json_stats: {"epoch": 802, "elapsed": 1.383087765192613, "loss": 0.9013897448578471, }
json_stats: {"epoch": 803, "elapsed": 1.3324354740325361, "loss": 0.8996251373199153, }
json_stats: {"epoch": 804, "elapsed": 1.3150797768030316, "loss": 0.8966755093068509, }
json_stats: {"epoch": 805, "elapsed": 1.280251404037699, "loss": 0.900482990799128, }
json_stats: {"epoch": 806, "elapsed": 1.3200967081356794, "loss": 0.9001435253795288, }
json_stats: {"epoch": 807, "elapsed": 1.3103127309586853, "loss": 0.8981853823471738, }
json_stats: {"epoch": 808, "elapsed": 1.3092562621459365, "loss": 0.9010643000566134, }
json_stats: {"epoch": 809, "elapsed": 1.321485430933535, "loss": 0.8995373532535311, }
json_stats: {"epoch": 810, "elapsed": 1.352723839925602, "loss": 0.9016411918678986, }
json_stats: {"epoch": 811, "elapsed": 1.3270014917943627, "loss": 0.9006373055774904, }
json_stats: {"epoch": 812, "elapsed": 1.3138256608508527, "loss": 0.9024195915524763, }
json_stats: {"epoch": 813, "elapsed": 1.297219152096659, "loss": 0.8996477971444885, }
json_stats: {"epoch": 814, "elapsed": 1.3414060070645064, "loss": 0.9012831434089555, }
json_stats: {"epoch": 815, "elapsed": 1.396730852080509, "loss": 0.8985884738452389, }
json_stats: {"epoch": 816, "elapsed": 1.3699236242100596, "loss": 0.900606358015577, }
json_stats: {"epoch": 817, "elapsed": 1.3103105309419334, "loss": 0.9007502806545625, }
json_stats: {"epoch": 818, "elapsed": 1.2855923839379102, "loss": 0.9001737285620375, }
json_stats: {"epoch": 819, "elapsed": 1.3105518298689276, "loss": 0.8999715047945214, }
json_stats: {"epoch": 820, "elapsed": 1.3368746829219162, "loss": 0.8969588599694119, }
json_stats: {"epoch": 821, "elapsed": 1.3132415369618684, "loss": 0.9030353423778927, }
json_stats: {"epoch": 822, "elapsed": 1.3530475869774818, "loss": 0.9018931783550049, }
json_stats: {"epoch": 823, "elapsed": 1.2908329358324409, "loss": 0.9001801105889972, }
json_stats: {"epoch": 824, "elapsed": 1.303088862914592, "loss": 0.9025601731901532, }
json_stats: {"epoch": 825, "elapsed": 1.3351605290081352, "loss": 0.9008834097496267, }
json_stats: {"epoch": 826, "elapsed": 1.3719683750532568, "loss": 0.9007323582920832, }
json_stats: {"epoch": 827, "elapsed": 1.3314403928816319, "loss": 0.9004701806633005, }
json_stats: {"epoch": 828, "elapsed": 1.3135161329992115, "loss": 0.8987784102638277, }
json_stats: {"epoch": 829, "elapsed": 1.3354490820784122, "loss": 0.9010836632378642, }
json_stats: {"epoch": 830, "elapsed": 1.3236186518333852, "loss": 0.902123638239194, }
json_stats: {"epoch": 831, "elapsed": 1.3967779797967523, "loss": 0.9003726487430683, }
json_stats: {"epoch": 832, "elapsed": 1.3028192699421197, "loss": 0.9007606375374981, }
json_stats: {"epoch": 833, "elapsed": 1.363917631097138, "loss": 0.8971147359380874, }
json_stats: {"epoch": 834, "elapsed": 1.302167144836858, "loss": 0.8970804134180661, }
json_stats: {"epoch": 835, "elapsed": 1.2860399859491736, "loss": 0.9000909010184552, }
json_stats: {"epoch": 836, "elapsed": 1.4420927581377327, "loss": 0.8977627216075494, }
json_stats: {"epoch": 837, "elapsed": 1.2838489888235927, "loss": 0.9006627192637099, }
json_stats: {"epoch": 838, "elapsed": 1.34151035011746, "loss": 0.9003230521527139, }
json_stats: {"epoch": 839, "elapsed": 1.320468656020239, "loss": 0.8992300502570917, }
json_stats: {"epoch": 840, "elapsed": 1.2750157178379595, "loss": 0.9015697857117005, }
json_stats: {"epoch": 841, "elapsed": 1.332827578065917, "loss": 0.8995430752727368, }
json_stats: {"epoch": 842, "elapsed": 1.305410758126527, "loss": 0.8981401130517106, }
json_stats: {"epoch": 843, "elapsed": 1.3174039269797504, "loss": 0.8950767504062501, }
json_stats: {"epoch": 844, "elapsed": 1.2770620801020414, "loss": 0.8985360419668179, }
json_stats: {"epoch": 845, "elapsed": 1.331124423071742, "loss": 0.8981830899789813, }
json_stats: {"epoch": 846, "elapsed": 1.3057925920002162, "loss": 0.8995216531159576, }
json_stats: {"epoch": 847, "elapsed": 1.3153689508326352, "loss": 0.9026444327133477, }
json_stats: {"epoch": 848, "elapsed": 1.3669296950101852, "loss": 0.8971043729231261, }
json_stats: {"epoch": 849, "elapsed": 1.3377068019472063, "loss": 0.8984940504505627, }
json_stats: {"epoch": 850, "elapsed": 1.3090048991143703, "loss": 0.8954774038051208, }
json_stats: {"epoch": 851, "elapsed": 1.3225333269219846, "loss": 0.9006961535693057, }
json_stats: {"epoch": 852, "elapsed": 1.439455698011443, "loss": 0.900938501315189, }
json_stats: {"epoch": 853, "elapsed": 1.309437070041895, "loss": 0.8971916751184525, }
json_stats: {"epoch": 854, "elapsed": 1.3350622239522636, "loss": 0.9009206465688675, }
json_stats: {"epoch": 855, "elapsed": 1.2770724268630147, "loss": 0.9007833877608745, }
json_stats: {"epoch": 856, "elapsed": 1.2912800190970302, "loss": 0.899327730890291, }
json_stats: {"epoch": 857, "elapsed": 1.3967482200823724, "loss": 0.899785120079652, }
json_stats: {"epoch": 858, "elapsed": 1.2981378040276468, "loss": 0.8986206652142025, }
json_stats: {"epoch": 859, "elapsed": 1.3249300350435078, "loss": 0.9006538968012575, }
json_stats: {"epoch": 860, "elapsed": 1.2811616321559995, "loss": 0.8986812517486272, }
json_stats: {"epoch": 861, "elapsed": 1.362872526049614, "loss": 0.8981547270296593, }
json_stats: {"epoch": 862, "elapsed": 1.294652648968622, "loss": 0.9022962855497094, }
json_stats: {"epoch": 863, "elapsed": 1.2770722089335322, "loss": 0.9004676313788839, }
json_stats: {"epoch": 864, "elapsed": 1.3257068190723658, "loss": 0.9004734616648244, }
json_stats: {"epoch": 865, "elapsed": 1.2844598880037665, "loss": 0.902612081963941, }
json_stats: {"epoch": 866, "elapsed": 1.3004204279277474, "loss": 0.9040360265148462, }
json_stats: {"epoch": 867, "elapsed": 1.3429512730799615, "loss": 0.9000408868005283, }
json_stats: {"epoch": 868, "elapsed": 1.3313578870147467, "loss": 0.8996184233674076, }
json_stats: {"epoch": 869, "elapsed": 1.2977558590937406, "loss": 0.9040805647606502, }
json_stats: {"epoch": 870, "elapsed": 1.3362034221645445, "loss": 0.8987211848856521, }
json_stats: {"epoch": 871, "elapsed": 1.3300664930138737, "loss": 0.8990091098344081, }
json_stats: {"epoch": 872, "elapsed": 1.3277370920404792, "loss": 0.8997608695484577, }
json_stats: {"epoch": 873, "elapsed": 1.3733143301215023, "loss": 0.8985564659791149, }
json_stats: {"epoch": 874, "elapsed": 1.3268182210158557, "loss": 0.89896056627978, }
json_stats: {"epoch": 875, "elapsed": 1.32098229508847, "loss": 0.8991334333035456, }
json_stats: {"epoch": 876, "elapsed": 1.3030225520487875, "loss": 0.9023153799633153, }
json_stats: {"epoch": 877, "elapsed": 1.3071517481002957, "loss": 0.8984134951927835, }
json_stats: {"epoch": 878, "elapsed": 1.3135194058995694, "loss": 0.9028089092686654, }
json_stats: {"epoch": 879, "elapsed": 1.3469529100693762, "loss": 0.9001699541437755, }
json_stats: {"epoch": 880, "elapsed": 1.425541975069791, "loss": 0.8987222258981928, }
json_stats: {"epoch": 881, "elapsed": 1.3170378941576928, "loss": 0.8976041100332844, }
json_stats: {"epoch": 882, "elapsed": 1.3073088459204882, "loss": 0.9006007707504581, }
json_stats: {"epoch": 883, "elapsed": 1.2790456051006913, "loss": 0.8987663231504168, }
json_stats: {"epoch": 884, "elapsed": 1.3391348430886865, "loss": 0.8995910486147406, }
json_stats: {"epoch": 885, "elapsed": 1.3356189478654414, "loss": 0.8983034366906584, }
json_stats: {"epoch": 886, "elapsed": 1.2823156300000846, "loss": 0.8992816017277768, }
json_stats: {"epoch": 887, "elapsed": 1.3602478629909456, "loss": 0.8948041187464597, }
json_stats: {"epoch": 888, "elapsed": 1.2763746120035648, "loss": 0.8977838390333264, }
json_stats: {"epoch": 889, "elapsed": 1.3493787390179932, "loss": 0.9010319348395298, }
json_stats: {"epoch": 890, "elapsed": 1.2950487348716706, "loss": 0.8994372144974694, }
json_stats: {"epoch": 891, "elapsed": 1.296515648951754, "loss": 0.8957719591883734, }
json_stats: {"epoch": 892, "elapsed": 1.3103847741149366, "loss": 0.8989191870076988, }
json_stats: {"epoch": 893, "elapsed": 1.4109614288900048, "loss": 0.8980464615616747, }
json_stats: {"epoch": 894, "elapsed": 1.341373915085569, "loss": 0.8984945914687865, }
json_stats: {"epoch": 895, "elapsed": 1.3276699050329626, "loss": 0.8969430488970223, }
json_stats: {"epoch": 896, "elapsed": 1.3420593568589538, "loss": 0.9035981801736108, }
json_stats: {"epoch": 897, "elapsed": 1.3454004449304193, "loss": 0.8996681250640315, }
json_stats: {"epoch": 898, "elapsed": 1.306916853878647, "loss": 0.9011178806019087, }
json_stats: {"epoch": 799, "elapsed": 1.3446888129692525, "loss": 0.9010973799318006, "sqnorm_min": 0.785739178388047, "sqnorm_avg": 0.9977484754401633, "sqnorm_max": 0.9999626170045331, "mean_rank": 51.413442537701506, "map_rank": 0.5414595932957089, "best": true}
json_stats: {"epoch": 900, "elapsed": 1.3993155320640653, "loss": 0.8994891424519638, }
json_stats: {"epoch": 901, "elapsed": 1.3919003941118717, "loss": 0.9019160490806399, }
json_stats: {"epoch": 902, "elapsed": 1.3874526068102568, "loss": 0.8990698624440137, }
json_stats: {"epoch": 903, "elapsed": 1.3448547951411456, "loss": 0.8992127973939641, }
json_stats: {"epoch": 904, "elapsed": 1.3658609290141612, "loss": 0.9005353949592435, }
json_stats: {"epoch": 905, "elapsed": 1.2751195938326418, "loss": 0.8985810738334796, }
json_stats: {"epoch": 906, "elapsed": 1.331253038952127, "loss": 0.9003436048640068, }
json_stats: {"epoch": 907, "elapsed": 1.2900939749088138, "loss": 0.8998335026721028, }
json_stats: {"epoch": 908, "elapsed": 1.3203645821195096, "loss": 0.9007578287742899, }
json_stats: {"epoch": 909, "elapsed": 1.345374841010198, "loss": 0.8981085250436145, }
json_stats: {"epoch": 910, "elapsed": 1.308210786897689, "loss": 0.8999049032670692, }
json_stats: {"epoch": 911, "elapsed": 1.28235502098687, "loss": 0.8996481304560684, }
json_stats: {"epoch": 912, "elapsed": 1.3129269070923328, "loss": 0.8971556058535516, }
json_stats: {"epoch": 913, "elapsed": 1.3407824798487127, "loss": 0.8969643904972583, }
json_stats: {"epoch": 914, "elapsed": 1.3863221779465675, "loss": 0.8989017087621348, }
json_stats: {"epoch": 915, "elapsed": 1.317786443978548, "loss": 0.9013799514972693, }
json_stats: {"epoch": 916, "elapsed": 1.3526415908709168, "loss": 0.9004951469873403, }
json_stats: {"epoch": 917, "elapsed": 1.352929687825963, "loss": 0.9037218923746714, }
json_stats: {"epoch": 918, "elapsed": 1.333325867075473, "loss": 0.9011284002327591, }
json_stats: {"epoch": 919, "elapsed": 1.3369537140242755, "loss": 0.9001318743544324, }
json_stats: {"epoch": 920, "elapsed": 1.3208968529943377, "loss": 0.8959047052878979, }
json_stats: {"epoch": 921, "elapsed": 1.3592541629914194, "loss": 0.8958915910372692, }
json_stats: {"epoch": 922, "elapsed": 1.2938717880751938, "loss": 0.8977905609686119, }
json_stats: {"epoch": 923, "elapsed": 1.352759851841256, "loss": 0.9007730368325975, }
json_stats: {"epoch": 924, "elapsed": 1.302928291959688, "loss": 0.9007322219089767, }
json_stats: {"epoch": 925, "elapsed": 1.296489437110722, "loss": 0.8982538716927865, }
json_stats: {"epoch": 926, "elapsed": 1.356688026804477, "loss": 0.8948139628328388, }
json_stats: {"epoch": 927, "elapsed": 1.317812266992405, "loss": 0.8997321675553517, }
json_stats: {"epoch": 928, "elapsed": 1.3091200981289148, "loss": 0.9007853364618525, }
json_stats: {"epoch": 929, "elapsed": 1.3553738638292998, "loss": 0.8986858197767044, }
json_stats: {"epoch": 930, "elapsed": 1.34736217581667, "loss": 0.8985575118252621, }
json_stats: {"epoch": 931, "elapsed": 1.3187777549028397, "loss": 0.8964980620184411, }
json_stats: {"epoch": 932, "elapsed": 1.2958521321415901, "loss": 0.9008076944336428, }
json_stats: {"epoch": 933, "elapsed": 1.4121993239969015, "loss": 0.8941326779054273, }
json_stats: {"epoch": 934, "elapsed": 1.3234573870431632, "loss": 0.898917108457481, }
json_stats: {"epoch": 935, "elapsed": 1.3233830670360476, "loss": 0.8948980074194964, }
json_stats: {"epoch": 936, "elapsed": 1.403081625001505, "loss": 0.8992752885705771, }
json_stats: {"epoch": 937, "elapsed": 1.2795901328790933, "loss": 0.9000093686392491, }
json_stats: {"epoch": 938, "elapsed": 1.3003289490006864, "loss": 0.8995812849093149, }
json_stats: {"epoch": 939, "elapsed": 1.3330178470350802, "loss": 0.8984959087594198, }
json_stats: {"epoch": 940, "elapsed": 1.3162850448861718, "loss": 0.896728014613323, }
json_stats: {"epoch": 941, "elapsed": 1.3468495230190456, "loss": 0.8968421298996412, }
json_stats: {"epoch": 942, "elapsed": 1.3329874901100993, "loss": 0.894940724485493, }
json_stats: {"epoch": 943, "elapsed": 1.279515802161768, "loss": 0.9008766562513103, }
json_stats: {"epoch": 944, "elapsed": 1.3128786510787904, "loss": 0.895104977052222, }
json_stats: {"epoch": 945, "elapsed": 1.3753259780351073, "loss": 0.8986946279360274, }
json_stats: {"epoch": 946, "elapsed": 1.3369292200077325, "loss": 0.902839408701914, }
json_stats: {"epoch": 947, "elapsed": 1.3492436499800533, "loss": 0.8980176943131807, }
json_stats: {"epoch": 948, "elapsed": 1.4042261010035872, "loss": 0.8997429066116451, }
json_stats: {"epoch": 949, "elapsed": 1.3517989299725741, "loss": 0.906727694576098, }
json_stats: {"epoch": 950, "elapsed": 1.3112326608970761, "loss": 0.9006074576513715, }
json_stats: {"epoch": 951, "elapsed": 1.292590448865667, "loss": 0.8957725242826595, }
json_stats: {"epoch": 952, "elapsed": 1.2995533850044012, "loss": 0.8977975629141757, }
json_stats: {"epoch": 953, "elapsed": 1.3063041311688721, "loss": 0.9013942996226659, }
json_stats: {"epoch": 954, "elapsed": 1.3385764739941806, "loss": 0.8985021758438307, }
json_stats: {"epoch": 955, "elapsed": 1.3438121220096946, "loss": 0.8988875013845292, }
json_stats: {"epoch": 956, "elapsed": 1.403994875960052, "loss": 0.8983353812318223, }
json_stats: {"epoch": 957, "elapsed": 1.3062981059774756, "loss": 0.8933411172975295, }
json_stats: {"epoch": 958, "elapsed": 1.2924097650684416, "loss": 0.8977441292265811, }
json_stats: {"epoch": 959, "elapsed": 1.3008860498666763, "loss": 0.9002077794415994, }
json_stats: {"epoch": 960, "elapsed": 1.3093626420013607, "loss": 0.9002602470099148, }
json_stats: {"epoch": 961, "elapsed": 1.325673036975786, "loss": 0.8979790144418758, }
json_stats: {"epoch": 962, "elapsed": 1.3505186601541936, "loss": 0.8977022741141277, }
json_stats: {"epoch": 963, "elapsed": 1.3009102728683501, "loss": 0.8990579461334296, }
json_stats: {"epoch": 964, "elapsed": 1.332830575061962, "loss": 0.8983175831386221, }
json_stats: {"epoch": 965, "elapsed": 1.356557363877073, "loss": 0.9000328862870137, }
json_stats: {"epoch": 966, "elapsed": 1.2712539969943464, "loss": 0.9007510391329626, }
json_stats: {"epoch": 967, "elapsed": 1.3087442480027676, "loss": 0.8987091818912075, }
json_stats: {"epoch": 968, "elapsed": 1.366583034163341, "loss": 0.8985209026105124, }
json_stats: {"epoch": 969, "elapsed": 1.3091312190517783, "loss": 0.8976464433409279, }
json_stats: {"epoch": 970, "elapsed": 1.3746807218994945, "loss": 0.899114298549632, }
json_stats: {"epoch": 971, "elapsed": 1.3237615441903472, "loss": 0.8973980661619353, }
json_stats: {"epoch": 972, "elapsed": 1.2734111619647592, "loss": 0.8962014014709526, }
json_stats: {"epoch": 973, "elapsed": 1.3451612289063632, "loss": 0.9016483424493538, }
json_stats: {"epoch": 974, "elapsed": 1.3078788600396365, "loss": 0.9011048926663566, }
json_stats: {"epoch": 975, "elapsed": 1.3736219860147685, "loss": 0.896920726162553, }
json_stats: {"epoch": 976, "elapsed": 1.3254375900141895, "loss": 0.9015512721401409, }
json_stats: {"epoch": 977, "elapsed": 1.3062642079312354, "loss": 0.9005738600199663, }
json_stats: {"epoch": 978, "elapsed": 1.3613718391861767, "loss": 0.9027568278341914, }
json_stats: {"epoch": 979, "elapsed": 1.3412658339366317, "loss": 0.898313440311949, }
json_stats: {"epoch": 980, "elapsed": 1.2959914240054786, "loss": 0.8993772541462782, }
json_stats: {"epoch": 981, "elapsed": 1.2754899538122118, "loss": 0.8968815985446503, }
json_stats: {"epoch": 982, "elapsed": 1.3819700609892607, "loss": 0.8988323052824309, }
json_stats: {"epoch": 983, "elapsed": 1.3108605011366308, "loss": 0.8991673974151752, }
json_stats: {"epoch": 984, "elapsed": 1.3987713088281453, "loss": 0.8978769202101097, }
json_stats: {"epoch": 985, "elapsed": 1.4260399239137769, "loss": 0.8973387448784511, }
json_stats: {"epoch": 986, "elapsed": 1.3029036330990493, "loss": 0.8964863545153312, }
json_stats: {"epoch": 987, "elapsed": 1.3612266189884394, "loss": 0.8991025423671608, }
json_stats: {"epoch": 988, "elapsed": 1.3684122490230948, "loss": 0.8975585468587642, }
json_stats: {"epoch": 989, "elapsed": 1.3209858629852533, "loss": 0.9004699115870679, }
json_stats: {"epoch": 990, "elapsed": 1.3247363991104066, "loss": 0.8980396221543828, }
json_stats: {"epoch": 991, "elapsed": 1.380144327878952, "loss": 0.9006507619973437, }
json_stats: {"epoch": 992, "elapsed": 1.3070716899819672, "loss": 0.8971917908466752, }
json_stats: {"epoch": 993, "elapsed": 1.309453282970935, "loss": 0.8937626889683182, }
json_stats: {"epoch": 994, "elapsed": 1.3108350110705942, "loss": 0.8960867335219789, }
json_stats: {"epoch": 995, "elapsed": 1.3074185990262777, "loss": 0.9007476246832007, }
json_stats: {"epoch": 996, "elapsed": 1.348976253066212, "loss": 0.8978941957209224, }
json_stats: {"epoch": 997, "elapsed": 1.355221573030576, "loss": 0.8981326172724349, }
json_stats: {"epoch": 998, "elapsed": 1.289625738048926, "loss": 0.8973109023472273, }
json_stats: {"epoch": 899, "elapsed": 1.3156996560283005, "loss": 0.8978938395792837, "sqnorm_min": 0.820817343826126, "sqnorm_avg": 0.9979848556680112, "sqnorm_max": 0.9999738558990601, "mean_rank": 51.41627665106604, "map_rank": 0.5419125651608037, "best": true}
json_stats: {"epoch": 1000, "elapsed": 1.4072041620966047, "loss": 0.8965291701596355, }
json_stats: {"epoch": 1001, "elapsed": 1.3988221669569612, "loss": 0.898442377648486, }
json_stats: {"epoch": 1002, "elapsed": 1.3967470549978316, "loss": 0.896641071436737, }
json_stats: {"epoch": 1003, "elapsed": 1.2776584038510919, "loss": 0.899387771689931, }
json_stats: {"epoch": 1004, "elapsed": 1.3008552670944482, "loss": 0.9000426714290592, }
json_stats: {"epoch": 1005, "elapsed": 1.3999111868906766, "loss": 0.8939981489271778, }
json_stats: {"epoch": 1006, "elapsed": 1.3199809400830418, "loss": 0.8944124209981694, }
json_stats: {"epoch": 1007, "elapsed": 1.3498407290317118, "loss": 0.8977676323512237, }
json_stats: {"epoch": 1008, "elapsed": 1.280906792031601, "loss": 0.8952854611120946, }
json_stats: {"epoch": 1009, "elapsed": 1.347102697007358, "loss": 0.8954012729688143, }
json_stats: {"epoch": 1010, "elapsed": 1.3561368309892714, "loss": 0.899294997431169, }
json_stats: {"epoch": 1011, "elapsed": 1.2745637830812484, "loss": 0.8962247598532899, }
json_stats: {"epoch": 1012, "elapsed": 1.3903365430887789, "loss": 0.8939674881310254, }
json_stats: {"epoch": 1013, "elapsed": 1.2789078999776393, "loss": 0.8992134377489013, }
json_stats: {"epoch": 1014, "elapsed": 1.2972849828656763, "loss": 0.8992513244959244, }
json_stats: {"epoch": 1015, "elapsed": 1.3007682240568101, "loss": 0.9018592856362206, }
json_stats: {"epoch": 1016, "elapsed": 1.3479141059797257, "loss": 0.897294025646656, }
json_stats: {"epoch": 1017, "elapsed": 1.3514355991501361, "loss": 0.8968656648542767, }
json_stats: {"epoch": 1018, "elapsed": 1.3271278848405927, "loss": 0.9014124512405681, }
json_stats: {"epoch": 1019, "elapsed": 1.376206608954817, "loss": 0.9002948768843475, }
json_stats: {"epoch": 1020, "elapsed": 1.2814163418952376, "loss": 0.90002636678172, }
json_stats: {"epoch": 1021, "elapsed": 1.3827747518662363, "loss": 0.8938700451779411, }
json_stats: {"epoch": 1022, "elapsed": 1.3365526038687676, "loss": 0.8998683369651169, }
json_stats: {"epoch": 1023, "elapsed": 1.3376197300385684, "loss": 0.8973497755567571, }
json_stats: {"epoch": 1024, "elapsed": 1.3986836520489305, "loss": 0.8958989095011802, }
json_stats: {"epoch": 1025, "elapsed": 1.2924598050303757, "loss": 0.8968589557358262, }
json_stats: {"epoch": 1026, "elapsed": 1.3304491098970175, "loss": 0.9016620911388108, }
json_stats: {"epoch": 1027, "elapsed": 1.3211850770749152, "loss": 0.8958085638575933, }
json_stats: {"epoch": 1028, "elapsed": 1.347930361982435, "loss": 0.8973246342349369, }
json_stats: {"epoch": 1029, "elapsed": 1.2825782750733197, "loss": 0.9005646168217138, }
json_stats: {"epoch": 1030, "elapsed": 1.3420352688990533, "loss": 0.8962791433274369, }
json_stats: {"epoch": 1031, "elapsed": 1.3221124280244112, "loss": 0.8976945449786564, }
json_stats: {"epoch": 1032, "elapsed": 1.3633755589835346, "loss": 0.9002009785462112, }
json_stats: {"epoch": 1033, "elapsed": 1.2759869571309537, "loss": 0.8921035719071246, }
json_stats: {"epoch": 1034, "elapsed": 1.2811207370832562, "loss": 0.8985548783521687, }
json_stats: {"epoch": 1035, "elapsed": 1.3150710130576044, "loss": 0.896151320741292, }
json_stats: {"epoch": 1036, "elapsed": 1.3275656530167907, "loss": 0.8961732084837658, }
json_stats: {"epoch": 1037, "elapsed": 1.277847978984937, "loss": 0.8994946057405493, }
json_stats: {"epoch": 1038, "elapsed": 1.3270487559493631, "loss": 0.8936775290700307, }
json_stats: {"epoch": 1039, "elapsed": 1.3384462071117014, "loss": 0.8968690757215454, }
json_stats: {"epoch": 1040, "elapsed": 1.3536307278554887, "loss": 0.8957300244216427, }
json_stats: {"epoch": 1041, "elapsed": 1.294183799996972, "loss": 0.89769718839883, }
json_stats: {"epoch": 1042, "elapsed": 1.2936617902014405, "loss": 0.8982697142054968, }
json_stats: {"epoch": 1043, "elapsed": 1.3146250180434436, "loss": 0.8954999271958071, }
json_stats: {"epoch": 1044, "elapsed": 1.3214644810650498, "loss": 0.898181900912409, }
json_stats: {"epoch": 1045, "elapsed": 1.287470042007044, "loss": 0.8980550452936938, }
json_stats: {"epoch": 1046, "elapsed": 1.3194280050229281, "loss": 0.8951715372052712, }
json_stats: {"epoch": 1047, "elapsed": 1.3177529191598296, "loss": 0.8978419716019725, }
json_stats: {"epoch": 1048, "elapsed": 1.318134613102302, "loss": 0.8980795567708793, }
json_stats: {"epoch": 1049, "elapsed": 1.3143619140610099, "loss": 0.8979885212278538, }
json_stats: {"epoch": 1050, "elapsed": 1.299005945911631, "loss": 0.8947769459208794, }
json_stats: {"epoch": 1051, "elapsed": 1.3482240058947355, "loss": 0.8959900824049444, }
json_stats: {"epoch": 1052, "elapsed": 1.3407852200325578, "loss": 0.9002315207800182, }
json_stats: {"epoch": 1053, "elapsed": 1.3381942689884454, "loss": 0.8958197016689411, }
json_stats: {"epoch": 1054, "elapsed": 1.3842065648641437, "loss": 0.9014666300269761, }
json_stats: {"epoch": 1055, "elapsed": 1.3316677520051599, "loss": 0.8960238967262611, }
json_stats: {"epoch": 1056, "elapsed": 1.31740467203781, "loss": 0.8958858649159654, }
json_stats: {"epoch": 1057, "elapsed": 1.2804625909775496, "loss": 0.8964575997224953, }
json_stats: {"epoch": 1058, "elapsed": 1.3023355689365417, "loss": 0.899686345262652, }
json_stats: {"epoch": 1059, "elapsed": 1.377124702790752, "loss": 0.8987751709205076, }
json_stats: {"epoch": 1060, "elapsed": 1.3488630538340658, "loss": 0.8952659701943465, }
json_stats: {"epoch": 1061, "elapsed": 1.420478373998776, "loss": 0.898637135663957, }
json_stats: {"epoch": 1062, "elapsed": 1.2587465408723801, "loss": 0.8977665892114481, }
json_stats: {"epoch": 1063, "elapsed": 1.3656973070465028, "loss": 0.8950976554453983, }
json_stats: {"epoch": 1064, "elapsed": 1.3027239860966802, "loss": 0.8950923134435456, }
json_stats: {"epoch": 1065, "elapsed": 1.338098987005651, "loss": 0.8958062961940366, }
json_stats: {"epoch": 1066, "elapsed": 1.3348534561228007, "loss": 0.8965528264394317, }
json_stats: {"epoch": 1067, "elapsed": 1.3128802019637078, "loss": 0.8957909576070128, }
json_stats: {"epoch": 1068, "elapsed": 1.3287941380403936, "loss": 0.8967717519053792, }
json_stats: {"epoch": 1069, "elapsed": 1.3559638019651175, "loss": 0.8967373565256637, }
json_stats: {"epoch": 1070, "elapsed": 1.2712120309006423, "loss": 0.8974964346954789, }
json_stats: {"epoch": 1071, "elapsed": 1.3037384569179267, "loss": 0.8943205315194556, }
json_stats: {"epoch": 1072, "elapsed": 1.2898818601388484, "loss": 0.8958591921429675, }
json_stats: {"epoch": 1073, "elapsed": 1.328655240824446, "loss": 0.8972974873745276, }
json_stats: {"epoch": 1074, "elapsed": 1.3824906900990754, "loss": 0.8966513763677499, }
json_stats: {"epoch": 1075, "elapsed": 1.3240323700010777, "loss": 0.8993913366753166, }
json_stats: {"epoch": 1076, "elapsed": 1.3136411090381444, "loss": 0.8928360348537705, }
json_stats: {"epoch": 1077, "elapsed": 1.3036659609060735, "loss": 0.8957316584148843, }
json_stats: {"epoch": 1078, "elapsed": 1.3150631210301071, "loss": 0.8994810533434908, }
json_stats: {"epoch": 1079, "elapsed": 1.3565757619217038, "loss": 0.9000827688963807, }
json_stats: {"epoch": 1080, "elapsed": 1.389619769062847, "loss": 0.8972411136972926, }
json_stats: {"epoch": 1081, "elapsed": 1.3031836070585996, "loss": 0.9035868024667815, }
json_stats: {"epoch": 1082, "elapsed": 1.2917828850913793, "loss": 0.8960589409726107, }
json_stats: {"epoch": 1083, "elapsed": 1.2743701850995421, "loss": 0.8929231521404061, }
json_stats: {"epoch": 1084, "elapsed": 1.3790982959326357, "loss": 0.8974290804063277, }
json_stats: {"epoch": 1085, "elapsed": 1.331580488011241, "loss": 0.8951074122512707, }
json_stats: {"epoch": 1086, "elapsed": 1.307037239894271, "loss": 0.8957794464446985, }
json_stats: {"epoch": 1087, "elapsed": 1.3590119627770036, "loss": 0.9006944352152001, }
json_stats: {"epoch": 1088, "elapsed": 1.324147033970803, "loss": 0.894522393829422, }
json_stats: {"epoch": 1089, "elapsed": 1.2961048560682684, "loss": 0.8904593378456443, }
json_stats: {"epoch": 1090, "elapsed": 1.3770228191278875, "loss": 0.8957247294477327, }
json_stats: {"epoch": 1091, "elapsed": 1.2777885319665074, "loss": 0.8949093702581816, }
json_stats: {"epoch": 1092, "elapsed": 1.3557512119878083, "loss": 0.897396726023528, }
json_stats: {"epoch": 1093, "elapsed": 1.3007396799512208, "loss": 0.8962236688880572, }
json_stats: {"epoch": 1094, "elapsed": 1.297330022091046, "loss": 0.8960864173826555, }
json_stats: {"epoch": 1095, "elapsed": 1.3917651840019971, "loss": 0.8959589634440998, }
json_stats: {"epoch": 1096, "elapsed": 1.3488591690547764, "loss": 0.8955653744170458, }
json_stats: {"epoch": 1097, "elapsed": 1.3094927149359137, "loss": 0.8995222133396353, }
json_stats: {"epoch": 1098, "elapsed": 1.3233419340103865, "loss": 0.8977024184838092, }
json_stats: {"epoch": 999, "elapsed": 1.320795431965962, "loss": 0.8996421040379808, "sqnorm_min": 0.8329939532276456, "sqnorm_avg": 0.9981633772082082, "sqnorm_max": 0.999979164190578, "mean_rank": 51.44849193967759, "map_rank": 0.5450963088649733, "best": false}
json_stats: {"epoch": 1100, "elapsed": 1.4153931739274412, "loss": 0.8953709568758712, }
json_stats: {"epoch": 1101, "elapsed": 1.397787906927988, "loss": 0.8986312654439508, }
json_stats: {"epoch": 1102, "elapsed": 1.3944949198048562, "loss": 0.8939379990249765, }
json_stats: {"epoch": 1103, "elapsed": 1.294019826920703, "loss": 0.8969124310925065, }
json_stats: {"epoch": 1104, "elapsed": 1.3467559488490224, "loss": 0.8944245093559661, }
json_stats: {"epoch": 1105, "elapsed": 1.3344457431230694, "loss": 0.8951417502647668, }
json_stats: {"epoch": 1106, "elapsed": 1.336240383097902, "loss": 0.8985100184274321, }
json_stats: {"epoch": 1107, "elapsed": 1.3377801591996104, "loss": 0.8977377690780701, }
json_stats: {"epoch": 1108, "elapsed": 1.3243142410647124, "loss": 0.8973643806285239, }
json_stats: {"epoch": 1109, "elapsed": 1.2748632000293583, "loss": 0.8935193142635676, }
json_stats: {"epoch": 1110, "elapsed": 1.326411368092522, "loss": 0.8979689639374954, }
json_stats: {"epoch": 1111, "elapsed": 1.3142161390278488, "loss": 0.895852296966242, }
json_stats: {"epoch": 1112, "elapsed": 1.3114700000733137, "loss": 0.8934990718828217, }
json_stats: {"epoch": 1113, "elapsed": 1.2901399419642985, "loss": 0.8972617202219958, }
json_stats: {"epoch": 1114, "elapsed": 1.3256101969163865, "loss": 0.8971817393118958, }
json_stats: {"epoch": 1115, "elapsed": 1.3596029030159116, "loss": 0.8948857647541306, }
json_stats: {"epoch": 1116, "elapsed": 1.3078903090208769, "loss": 0.8943163822142662, }
json_stats: {"epoch": 1117, "elapsed": 1.348001979989931, "loss": 0.8918334717499227, }
json_stats: {"epoch": 1118, "elapsed": 1.3294868501834571, "loss": 0.8942738241577836, }
json_stats: {"epoch": 1119, "elapsed": 1.3480987939983606, "loss": 0.8943488481615366, }
json_stats: {"epoch": 1120, "elapsed": 1.3630353100597858, "loss": 0.9005725116739739, }
json_stats: {"epoch": 1121, "elapsed": 1.2962519980501384, "loss": 0.8996506757799305, }
json_stats: {"epoch": 1122, "elapsed": 1.3058165949769318, "loss": 0.8959619352885796, }
json_stats: {"epoch": 1123, "elapsed": 1.3241239469498396, "loss": 0.898996335413639, }
json_stats: {"epoch": 1124, "elapsed": 1.3053069801535457, "loss": 0.8971595918652865, }
json_stats: {"epoch": 1125, "elapsed": 1.3735570821445435, "loss": 0.8925897067515173, }
json_stats: {"epoch": 1126, "elapsed": 1.2947941289748996, "loss": 0.8960040410980734, }
json_stats: {"epoch": 1127, "elapsed": 1.3421403309330344, "loss": 0.8985883369486165, }
json_stats: {"epoch": 1128, "elapsed": 1.380180667154491, "loss": 0.8979723194360988, }
json_stats: {"epoch": 1129, "elapsed": 1.2819631369784474, "loss": 0.8967800078715815, }
json_stats: {"epoch": 1130, "elapsed": 1.2677719260100275, "loss": 0.8900037998137414, }
json_stats: {"epoch": 1131, "elapsed": 1.3824566679541022, "loss": 0.8943563135346305, }
json_stats: {"epoch": 1132, "elapsed": 1.3761836551129818, "loss": 0.8941924486524683, }
json_stats: {"epoch": 1133, "elapsed": 1.2979086828418076, "loss": 0.892232480123043, }
json_stats: {"epoch": 1134, "elapsed": 1.3149857800453901, "loss": 0.8945841572541176, }
json_stats: {"epoch": 1135, "elapsed": 1.3050035638734698, "loss": 0.8957151668815567, }
json_stats: {"epoch": 1136, "elapsed": 1.2926560388877988, "loss": 0.8961436648442864, }
json_stats: {"epoch": 1137, "elapsed": 1.3394715648610145, "loss": 0.8942749323210927, }
json_stats: {"epoch": 1138, "elapsed": 1.3513494960498065, "loss": 0.8915506088528672, }
json_stats: {"epoch": 1139, "elapsed": 1.3409694149158895, "loss": 0.8927273721483132, }
json_stats: {"epoch": 1140, "elapsed": 1.2965600781608373, "loss": 0.8969125983782168, }
json_stats: {"epoch": 1141, "elapsed": 1.3210370519664139, "loss": 0.8988394263991847, }
json_stats: {"epoch": 1142, "elapsed": 1.3562820409424603, "loss": 0.8943922437002803, }
json_stats: {"epoch": 1143, "elapsed": 1.2896413118578494, "loss": 0.8991117194642875, }
json_stats: {"epoch": 1144, "elapsed": 1.320028797024861, "loss": 0.8965934693327058, }
json_stats: {"epoch": 1145, "elapsed": 1.3149979109875858, "loss": 0.8949753051713633, }
json_stats: {"epoch": 1146, "elapsed": 1.304566706996411, "loss": 0.8925036728120971, }
json_stats: {"epoch": 1147, "elapsed": 1.34834506502375, "loss": 0.8922693689342459, }
json_stats: {"epoch": 1148, "elapsed": 1.2989615690894425, "loss": 0.8930335679352749, }
json_stats: {"epoch": 1149, "elapsed": 1.3365777879953384, "loss": 0.8965242227449604, }
json_stats: {"epoch": 1150, "elapsed": 1.3047645648475736, "loss": 0.894328219377639, }
json_stats: {"epoch": 1151, "elapsed": 1.3092354440595955, "loss": 0.8972992005834375, }
json_stats: {"epoch": 1152, "elapsed": 1.358130858046934, "loss": 0.8945305090015989, }
json_stats: {"epoch": 1153, "elapsed": 1.2986994190141559, "loss": 0.8990927671957144, }
json_stats: {"epoch": 1154, "elapsed": 1.341155278030783, "loss": 0.8947769404825595, }
json_stats: {"epoch": 1155, "elapsed": 1.3158406359143555, "loss": 0.8960969157563289, }
json_stats: {"epoch": 1156, "elapsed": 1.2940240749157965, "loss": 0.8953217583574763, }
json_stats: {"epoch": 1157, "elapsed": 1.3518245921004564, "loss": 0.8922272224721496, }
json_stats: {"epoch": 1158, "elapsed": 1.290106036933139, "loss": 0.8945373594243372, }
json_stats: {"epoch": 1159, "elapsed": 1.316175060113892, "loss": 0.8942389390521837, }
json_stats: {"epoch": 1160, "elapsed": 1.338753532152623, "loss": 0.8938081983222677, }
json_stats: {"epoch": 1161, "elapsed": 1.353525566868484, "loss": 0.8991292083536021, }
json_stats: {"epoch": 1162, "elapsed": 1.3394658698234707, "loss": 0.8916788620695242, }
json_stats: {"epoch": 1163, "elapsed": 1.3374530589208007, "loss": 0.8947563531270314, }
json_stats: {"epoch": 1164, "elapsed": 1.2893902310170233, "loss": 0.8943847458710747, }
json_stats: {"epoch": 1165, "elapsed": 1.305498146917671, "loss": 0.8940991407238553, }
json_stats: {"epoch": 1166, "elapsed": 1.3143099860753864, "loss": 0.8958811195539053, }
json_stats: {"epoch": 1167, "elapsed": 1.3749817409552634, "loss": 0.8974358928796314, }
json_stats: {"epoch": 1168, "elapsed": 1.3686830219812691, "loss": 0.8959751343869695, }
json_stats: {"epoch": 1169, "elapsed": 1.3375950269401073, "loss": 0.8949213136709724, }
json_stats: {"epoch": 1170, "elapsed": 1.3137459859717637, "loss": 0.8942989117229678, }
json_stats: {"epoch": 1171, "elapsed": 1.3220597519539297, "loss": 0.8971600053086289, }
json_stats: {"epoch": 1172, "elapsed": 1.3226897630374879, "loss": 0.8959124667359879, }
json_stats: {"epoch": 1173, "elapsed": 1.3254646649584174, "loss": 0.8953244311975851, }
json_stats: {"epoch": 1174, "elapsed": 1.3045720478985459, "loss": 0.8941092329381798, }
json_stats: {"epoch": 1175, "elapsed": 1.3126323879696429, "loss": 0.8943667100194543, }
json_stats: {"epoch": 1176, "elapsed": 1.3382092560641468, "loss": 0.8994049786794738, }
json_stats: {"epoch": 1177, "elapsed": 1.3357024330180138, "loss": 0.8930498857708851, }
json_stats: {"epoch": 1178, "elapsed": 1.3234855539631099, "loss": 0.9005387748581579, }
json_stats: {"epoch": 1179, "elapsed": 1.311966615030542, "loss": 0.8941614306976297, }
json_stats: {"epoch": 1180, "elapsed": 1.3414990049786866, "loss": 0.8940713784353985, }
json_stats: {"epoch": 1181, "elapsed": 1.3105230380315334, "loss": 0.8916243801926237, }
json_stats: {"epoch": 1182, "elapsed": 1.3263830610085279, "loss": 0.8949796303763483, }
json_stats: {"epoch": 1183, "elapsed": 1.3261281219311059, "loss": 0.896776078740102, }
json_stats: {"epoch": 1184, "elapsed": 1.3397235709708184, "loss": 0.8916781816674544, }
json_stats: {"epoch": 1185, "elapsed": 1.319880480878055, "loss": 0.8980317070047464, }
json_stats: {"epoch": 1186, "elapsed": 1.3096175359096378, "loss": 0.8966090484499163, }
json_stats: {"epoch": 1187, "elapsed": 1.3593554641120136, "loss": 0.8946869701542007, }
json_stats: {"epoch": 1188, "elapsed": 1.3560503209009767, "loss": 0.8980094566338364, }
json_stats: {"epoch": 1189, "elapsed": 1.2981657341588289, "loss": 0.8925927989788877, }
json_stats: {"epoch": 1190, "elapsed": 1.299988314975053, "loss": 0.8938951008837339, }
json_stats: {"epoch": 1191, "elapsed": 1.3241154630668461, "loss": 0.8996258835970112, }
json_stats: {"epoch": 1192, "elapsed": 1.3613960640504956, "loss": 0.8941678114663931, }
json_stats: {"epoch": 1193, "elapsed": 1.381491072010249, "loss": 0.8941052451585174, }
json_stats: {"epoch": 1194, "elapsed": 1.3615754928905517, "loss": 0.8953043959995058, }
json_stats: {"epoch": 1195, "elapsed": 1.3678603840526193, "loss": 0.8964885283903345, }
json_stats: {"epoch": 1196, "elapsed": 1.326082156971097, "loss": 0.897888217554863, }
json_stats: {"epoch": 1197, "elapsed": 1.3435526490211487, "loss": 0.8979246796300563, }
json_stats: {"epoch": 1198, "elapsed": 1.3435916921589524, "loss": 0.8963402334861627, }
json_stats: {"epoch": 1099, "elapsed": 1.3241050329525024, "loss": 0.8985853983985694, "sqnorm_min": 0.8508574570605592, "sqnorm_avg": 0.9983160803494269, "sqnorm_max": 0.9999841188786299, "mean_rank": 51.43772750910036, "map_rank": 0.5440997880019174, "best": false}
json_stats: {"epoch": 1200, "elapsed": 1.3859570040367544, "loss": 0.8986612475281304, }
json_stats: {"epoch": 1201, "elapsed": 1.381589027121663, "loss": 0.8949780767599322, }
json_stats: {"epoch": 1202, "elapsed": 1.3769376040436327, "loss": 0.8978829113404074, }
json_stats: {"epoch": 1203, "elapsed": 1.3196668829768896, "loss": 0.8939848999849838, }
json_stats: {"epoch": 1204, "elapsed": 1.3212031649891287, "loss": 0.8949761605102592, }
json_stats: {"epoch": 1205, "elapsed": 1.3581915509421378, "loss": 0.8975782420611105, }
json_stats: {"epoch": 1206, "elapsed": 1.3679190289694816, "loss": 0.8948527978209235, }
json_stats: {"epoch": 1207, "elapsed": 1.3412383999675512, "loss": 0.8945769618441892, }
json_stats: {"epoch": 1208, "elapsed": 1.3175451518036425, "loss": 0.8938228521077041, }
json_stats: {"epoch": 1209, "elapsed": 1.2883185469545424, "loss": 0.8971580260036441, }
json_stats: {"epoch": 1210, "elapsed": 1.34723962796852, "loss": 0.8966932554169613, }
json_stats: {"epoch": 1211, "elapsed": 1.2911694729700685, "loss": 0.8920267640206851, }
json_stats: {"epoch": 1212, "elapsed": 1.322233946993947, "loss": 0.89561502475834, }
json_stats: {"epoch": 1213, "elapsed": 1.3390924609266222, "loss": 0.8980868886173663, }
json_stats: {"epoch": 1214, "elapsed": 1.3380058340262622, "loss": 0.8965255856759786, }
json_stats: {"epoch": 1215, "elapsed": 1.363556473981589, "loss": 0.8937552980856578, }
json_stats: {"epoch": 1216, "elapsed": 1.3222632380202413, "loss": 0.8942001154472906, }
json_stats: {"epoch": 1217, "elapsed": 1.3751205869484693, "loss": 0.894439187607985, }
json_stats: {"epoch": 1218, "elapsed": 1.2938464370090514, "loss": 0.8928991771483706, }
json_stats: {"epoch": 1219, "elapsed": 1.394872018136084, "loss": 0.8947714587757193, }
json_stats: {"epoch": 1220, "elapsed": 1.3030000620055944, "loss": 0.8979764185493733, }
json_stats: {"epoch": 1221, "elapsed": 1.3082106099464, "loss": 0.8931134838415618, }
json_stats: {"epoch": 1222, "elapsed": 1.3380431758705527, "loss": 0.8949990960638038, }
json_stats: {"epoch": 1223, "elapsed": 1.375585658941418, "loss": 0.898449133101762, }
json_stats: {"epoch": 1224, "elapsed": 1.365376003086567, "loss": 0.8996139585883753, }
json_stats: {"epoch": 1225, "elapsed": 1.2795697289984673, "loss": 0.8949098647807074, }
json_stats: {"epoch": 1226, "elapsed": 1.3153606101404876, "loss": 0.8953092037568163, }
json_stats: {"epoch": 1227, "elapsed": 1.3747051961254328, "loss": 0.8969624006789441, }
json_stats: {"epoch": 1228, "elapsed": 1.3192420529667288, "loss": 0.8924217518864399, }
json_stats: {"epoch": 1229, "elapsed": 1.3287004868034273, "loss": 0.8979700287454736, }
json_stats: {"epoch": 1230, "elapsed": 1.3424712710548192, "loss": 0.8971958543249127, }
json_stats: {"epoch": 1231, "elapsed": 1.2852936529088765, "loss": 0.9015496670711258, }
json_stats: {"epoch": 1232, "elapsed": 1.3287360009271652, "loss": 0.8947438352559235, }
json_stats: {"epoch": 1233, "elapsed": 1.3196973179001361, "loss": 0.8950595329153731, }
json_stats: {"epoch": 1234, "elapsed": 1.2870307760313153, "loss": 0.8919530187782942, }
json_stats: {"epoch": 1235, "elapsed": 1.3249158889520913, "loss": 0.8947169982008927, }
json_stats: {"epoch": 1236, "elapsed": 1.3151291119866073, "loss": 0.8973444885099874, }
json_stats: {"epoch": 1237, "elapsed": 1.3357037228997797, "loss": 0.8918868117598523, }
json_stats: {"epoch": 1238, "elapsed": 1.3098926190286875, "loss": 0.8914782336655604, }
json_stats: {"epoch": 1239, "elapsed": 1.2788194599561393, "loss": 0.8964447943935058, }
json_stats: {"epoch": 1240, "elapsed": 1.290628899121657, "loss": 0.8974011673956019, }
json_stats: {"epoch": 1241, "elapsed": 1.344374128850177, "loss": 0.8929501480233063, }
json_stats: {"epoch": 1242, "elapsed": 1.3486796689685434, "loss": 0.8946229878474689, }
json_stats: {"epoch": 1243, "elapsed": 1.403836523881182, "loss": 0.8961306356701586, }
json_stats: {"epoch": 1244, "elapsed": 1.3545601482037455, "loss": 0.8938827407157205, }
json_stats: {"epoch": 1245, "elapsed": 1.3289810370188206, "loss": 0.8925035530100718, }
json_stats: {"epoch": 1246, "elapsed": 1.2989392878953367, "loss": 0.8937547001811016, }
json_stats: {"epoch": 1247, "elapsed": 1.3387224860489368, "loss": 0.896296063428309, }
json_stats: {"epoch": 1248, "elapsed": 1.3036069350782782, "loss": 0.893968621952745, }
json_stats: {"epoch": 1249, "elapsed": 1.2607792629860342, "loss": 0.8934675055984782, }
json_stats: {"epoch": 1250, "elapsed": 1.314386029029265, "loss": 0.8958539670863688, }
json_stats: {"epoch": 1251, "elapsed": 1.302633122075349, "loss": 0.8926317345621716, }
json_stats: {"epoch": 1252, "elapsed": 1.314779486041516, "loss": 0.8937975877406492, }
json_stats: {"epoch": 1253, "elapsed": 1.274018291849643, "loss": 0.8974158572922435, }
json_stats: {"epoch": 1254, "elapsed": 1.3256159729789943, "loss": 0.8958792766556082, }
json_stats: {"epoch": 1255, "elapsed": 1.3230173490010202, "loss": 0.8915744608509071, }
json_stats: {"epoch": 1256, "elapsed": 1.3310976410284638, "loss": 0.8972661668308105, }
json_stats: {"epoch": 1257, "elapsed": 1.335725286975503, "loss": 0.8976750719372857, }
json_stats: {"epoch": 1258, "elapsed": 1.305059009231627, "loss": 0.8943039965192537, }
json_stats: {"epoch": 1259, "elapsed": 1.345646528992802, "loss": 0.8925878980796179, }
json_stats: {"epoch": 1260, "elapsed": 1.2939384351484478, "loss": 0.8906698610914768, }
json_stats: {"epoch": 1261, "elapsed": 1.36283790320158, "loss": 0.8943988293469368, }
json_stats: {"epoch": 1262, "elapsed": 1.3406902679707855, "loss": 0.8971475414444673, }
json_stats: {"epoch": 1263, "elapsed": 1.2994767709169537, "loss": 0.8955892235144934, }
json_stats: {"epoch": 1264, "elapsed": 1.2869153830688447, "loss": 0.8912319049354787, }
json_stats: {"epoch": 1265, "elapsed": 1.3370273150503635, "loss": 0.8941784887327136, }
json_stats: {"epoch": 1266, "elapsed": 1.307111306115985, "loss": 0.8918166726243139, }
json_stats: {"epoch": 1267, "elapsed": 1.28205398702994, "loss": 0.8973151024386117, }
json_stats: {"epoch": 1268, "elapsed": 1.302892591105774, "loss": 0.8935243682941388, }
json_stats: {"epoch": 1269, "elapsed": 1.3589277809951454, "loss": 0.8929559746237985, }
json_stats: {"epoch": 1270, "elapsed": 1.3580410520080477, "loss": 0.8942295037837484, }
json_stats: {"epoch": 1271, "elapsed": 1.3712943731807172, "loss": 0.8936583293438817, }
json_stats: {"epoch": 1272, "elapsed": 1.3068263260647655, "loss": 0.8987036937338581, }
json_stats: {"epoch": 1273, "elapsed": 1.3298415020108223, "loss": 0.8945390112645338, }
json_stats: {"epoch": 1274, "elapsed": 1.339893596014008, "loss": 0.894248141437298, }
json_stats: {"epoch": 1275, "elapsed": 1.3382635610178113, "loss": 0.8940804724500092, }
json_stats: {"epoch": 1276, "elapsed": 1.335500928107649, "loss": 0.8981860981267706, }
json_stats: {"epoch": 1277, "elapsed": 1.3330198139883578, "loss": 0.8955227830374465, }
json_stats: {"epoch": 1278, "elapsed": 1.3310480848886073, "loss": 0.8951637476434936, }
json_stats: {"epoch": 1279, "elapsed": 1.3394578332081437, "loss": 0.8975324295105598, }
json_stats: {"epoch": 1280, "elapsed": 1.343472169013694, "loss": 0.8979676356723737, }
json_stats: {"epoch": 1281, "elapsed": 1.327289261855185, "loss": 0.8914410164612924, }
json_stats: {"epoch": 1282, "elapsed": 1.2928047750610858, "loss": 0.8957924222861062, }
json_stats: {"epoch": 1283, "elapsed": 1.3314003620762378, "loss": 0.8919522743011781, }
json_stats: {"epoch": 1284, "elapsed": 1.3059133470524102, "loss": 0.8962843055379001, }
json_stats: {"epoch": 1285, "elapsed": 1.311557908076793, "loss": 0.8975160693935339, }
json_stats: {"epoch": 1286, "elapsed": 1.3719044388271868, "loss": 0.8951926311881219, }
json_stats: {"epoch": 1287, "elapsed": 1.3264227490872145, "loss": 0.8979979846658035, }
json_stats: {"epoch": 1288, "elapsed": 1.335909305140376, "loss": 0.8954668059257455, }
json_stats: {"epoch": 1289, "elapsed": 1.2976902639493346, "loss": 0.8937509999169579, }
json_stats: {"epoch": 1290, "elapsed": 1.3058745241723955, "loss": 0.8961545118205873, }
json_stats: {"epoch": 1291, "elapsed": 1.3483146489597857, "loss": 0.8983871053300543, }
json_stats: {"epoch": 1292, "elapsed": 1.3196809440851212, "loss": 0.8945799587976178, }
json_stats: {"epoch": 1293, "elapsed": 1.324947790009901, "loss": 0.8954459546507353, }
json_stats: {"epoch": 1294, "elapsed": 1.3145765238441527, "loss": 0.8954072320633304, }
json_stats: {"epoch": 1295, "elapsed": 1.2791212410666049, "loss": 0.8939520228520123, }
json_stats: {"epoch": 1296, "elapsed": 1.3160128940362483, "loss": 0.895761750567898, }
json_stats: {"epoch": 1297, "elapsed": 1.3020711871795356, "loss": 0.8936878776482747, }
json_stats: {"epoch": 1298, "elapsed": 1.3024063729681075, "loss": 0.8943436595124985, }
json_stats: {"epoch": 1199, "elapsed": 1.3611956590320915, "loss": 0.8959140875615862, "sqnorm_min": 0.8601683440354899, "sqnorm_avg": 0.9984570962642082, "sqnorm_max": 0.999986576033261, "mean_rank": 51.44654186167447, "map_rank": 0.5464101607158521, "best": true}
json_stats: {"epoch": 1300, "elapsed": 1.3948659889865667, "loss": 0.8973633580625426, }
json_stats: {"epoch": 1301, "elapsed": 1.3847251378465444, "loss": 0.8922035763204936, }
json_stats: {"epoch": 1302, "elapsed": 1.404841765994206, "loss": 0.894088239319819, }
json_stats: {"epoch": 1303, "elapsed": 1.3636641430202872, "loss": 0.8962732289636451, }
json_stats: {"epoch": 1304, "elapsed": 1.3309754671063274, "loss": 0.8951663569010477, }
json_stats: {"epoch": 1305, "elapsed": 1.3712471250910312, "loss": 0.8958000072704067, }
json_stats: {"epoch": 1306, "elapsed": 1.366675762925297, "loss": 0.8975032430889123, }
json_stats: {"epoch": 1307, "elapsed": 1.296020673122257, "loss": 0.8945176018292667, }
json_stats: {"epoch": 1308, "elapsed": 1.3183890159707516, "loss": 0.8955262734053904, }
json_stats: {"epoch": 1309, "elapsed": 1.294589466881007, "loss": 0.8943398568198277, }
json_stats: {"epoch": 1310, "elapsed": 1.3449645249638706, "loss": 0.8943366465536955, }
json_stats: {"epoch": 1311, "elapsed": 1.3089819180313498, "loss": 0.8958849203267997, }
json_stats: {"epoch": 1312, "elapsed": 1.3726244650315493, "loss": 0.8945426876789662, }
json_stats: {"epoch": 1313, "elapsed": 1.3177435139659792, "loss": 0.8949033073169798, }
json_stats: {"epoch": 1314, "elapsed": 1.2783162330742925, "loss": 0.8953516325077776, }
json_stats: {"epoch": 1315, "elapsed": 1.3336185889784247, "loss": 0.8915711303051753, }
json_stats: {"epoch": 1316, "elapsed": 1.2731313600670546, "loss": 0.8938525013713537, }
json_stats: {"epoch": 1317, "elapsed": 1.3523806070443243, "loss": 0.8938759930128141, }
json_stats: {"epoch": 1318, "elapsed": 1.3494790599215776, "loss": 0.8978292975182566, }
json_stats: {"epoch": 1319, "elapsed": 1.3132797440048307, "loss": 0.8950441072878879, }
json_stats: {"epoch": 1320, "elapsed": 1.3606394960079342, "loss": 0.8977145907826403, }
json_stats: {"epoch": 1321, "elapsed": 1.3370946031063795, "loss": 0.8957162973202021, }
json_stats: {"epoch": 1322, "elapsed": 1.3329083300195634, "loss": 0.8935423561413443, }
json_stats: {"epoch": 1323, "elapsed": 1.3507800488732755, "loss": 0.8903287976257435, }
json_stats: {"epoch": 1324, "elapsed": 1.3974231220781803, "loss": 0.8910472153917236, }
json_stats: {"epoch": 1325, "elapsed": 1.3077943180687726, "loss": 0.8926537916636862, }
json_stats: {"epoch": 1326, "elapsed": 1.2859932850115001, "loss": 0.8926265851959951, }
json_stats: {"epoch": 1327, "elapsed": 1.3291653639171273, "loss": 0.8933414026858418, }
json_stats: {"epoch": 1328, "elapsed": 1.3903181068599224, "loss": 0.8939194955237989, }
json_stats: {"epoch": 1329, "elapsed": 1.3276957720518112, "loss": 0.8955772479107066, }
json_stats: {"epoch": 1330, "elapsed": 1.357593561988324, "loss": 0.8947471046686801, }
json_stats: {"epoch": 1331, "elapsed": 1.31804668600671, "loss": 0.8941053995376624, }
json_stats: {"epoch": 1332, "elapsed": 1.3134579800534993, "loss": 0.8961163328214787, }
json_stats: {"epoch": 1333, "elapsed": 1.3533121210057288, "loss": 0.8934407003572876, }
json_stats: {"epoch": 1334, "elapsed": 1.2908849101513624, "loss": 0.8947258484679053, }
json_stats: {"epoch": 1335, "elapsed": 1.3159055248834193, "loss": 0.8956546482793677, }
json_stats: {"epoch": 1336, "elapsed": 1.3751343020703644, "loss": 0.894181330857856, }
json_stats: {"epoch": 1337, "elapsed": 1.3340378168504685, "loss": 0.8962242675498524, }
json_stats: {"epoch": 1338, "elapsed": 1.3564765038900077, "loss": 0.8955171164167054, }
json_stats: {"epoch": 1339, "elapsed": 1.350727606099099, "loss": 0.8997866850959408, }
json_stats: {"epoch": 1340, "elapsed": 1.3136113760992885, "loss": 0.8935835408140338, }
json_stats: {"epoch": 1341, "elapsed": 1.3217574879527092, "loss": 0.8973247785711836, }
json_stats: {"epoch": 1342, "elapsed": 1.3141104800160974, "loss": 0.894168113084136, }
json_stats: {"epoch": 1343, "elapsed": 1.3035346399992704, "loss": 0.8939127668567153, }
json_stats: {"epoch": 1344, "elapsed": 1.361313153989613, "loss": 0.8947153988704587, }
json_stats: {"epoch": 1345, "elapsed": 1.318076993105933, "loss": 0.8928794247383425, }
json_stats: {"epoch": 1346, "elapsed": 1.311528709018603, "loss": 0.8927615982996757, }
json_stats: {"epoch": 1347, "elapsed": 1.2788813808001578, "loss": 0.8955756777715881, }
json_stats: {"epoch": 1348, "elapsed": 1.291146141011268, "loss": 0.8933436803759562, }
json_stats: {"epoch": 1349, "elapsed": 1.3357469530310482, "loss": 0.8956284379364431, }
json_stats: {"epoch": 1350, "elapsed": 1.338983191177249, "loss": 0.8970319437820411, }
json_stats: {"epoch": 1351, "elapsed": 1.3049691210035235, "loss": 0.8931554724963028, }
json_stats: {"epoch": 1352, "elapsed": 1.3073414589744061, "loss": 0.8949724723569137, }
json_stats: {"epoch": 1353, "elapsed": 1.3005368190351874, "loss": 0.8938673217462026, }
json_stats: {"epoch": 1354, "elapsed": 1.3487959660124034, "loss": 0.8904975031860938, }
json_stats: {"epoch": 1355, "elapsed": 1.3467300948686898, "loss": 0.8927648348126365, }
json_stats: {"epoch": 1356, "elapsed": 1.46811538701877, "loss": 0.8954353776080224, }
json_stats: {"epoch": 1357, "elapsed": 1.3399503820110112, "loss": 0.8931740087663572, }
json_stats: {"epoch": 1358, "elapsed": 1.275238474830985, "loss": 0.895376002954689, }
json_stats: {"epoch": 1359, "elapsed": 1.3118233140558004, "loss": 0.8949634127536185, }
json_stats: {"epoch": 1360, "elapsed": 1.2931899880059063, "loss": 0.8919347276693825, }
json_stats: {"epoch": 1361, "elapsed": 1.3071107419673353, "loss": 0.8931870974184396, }
json_stats: {"epoch": 1362, "elapsed": 1.336063341004774, "loss": 0.8961486790972644, }
json_stats: {"epoch": 1363, "elapsed": 1.3196490579284728, "loss": 0.8953707275657357, }
json_stats: {"epoch": 1364, "elapsed": 1.2959738839417696, "loss": 0.8935498113117989, }
json_stats: {"epoch": 1365, "elapsed": 1.2905743580777198, "loss": 0.892253787655203, }
json_stats: {"epoch": 1366, "elapsed": 1.3797966840211302, "loss": 0.8951992693118426, }
json_stats: {"epoch": 1367, "elapsed": 1.3613118270877749, "loss": 0.8922629407272293, }
json_stats: {"epoch": 1368, "elapsed": 1.2967827268876135, "loss": 0.8955327403892562, }
json_stats: {"epoch": 1369, "elapsed": 1.3023011339828372, "loss": 0.8958706653443388, }
json_stats: {"epoch": 1370, "elapsed": 1.3581408089958131, "loss": 0.893621630730554, }
json_stats: {"epoch": 1371, "elapsed": 1.3389828621875495, "loss": 0.8936584668598404, }
json_stats: {"epoch": 1372, "elapsed": 1.3054099951405078, "loss": 0.8949444467027675, }
json_stats: {"epoch": 1373, "elapsed": 1.3385369661264122, "loss": 0.8905520208246196, }
json_stats: {"epoch": 1374, "elapsed": 1.306291177868843, "loss": 0.8961840770564136, }
json_stats: {"epoch": 1375, "elapsed": 1.2833750899881124, "loss": 0.8929852193752749, }
json_stats: {"epoch": 1376, "elapsed": 1.3100515778642148, "loss": 0.8946148282210197, }
json_stats: {"epoch": 1377, "elapsed": 1.3206008151173592, "loss": 0.8942585152945656, }
json_stats: {"epoch": 1378, "elapsed": 1.3546518359798938, "loss": 0.8928671249510216, }
json_stats: {"epoch": 1379, "elapsed": 1.3284910910297185, "loss": 0.8967444824536441, }
json_stats: {"epoch": 1380, "elapsed": 1.302683630026877, "loss": 0.8930555554718717, }
json_stats: {"epoch": 1381, "elapsed": 1.3768392510246485, "loss": 0.8952782422835807, }
json_stats: {"epoch": 1382, "elapsed": 1.3467798470519483, "loss": 0.8942015383586018, }
json_stats: {"epoch": 1383, "elapsed": 1.3447778578847647, "loss": 0.8951569164076129, }
json_stats: {"epoch": 1384, "elapsed": 1.3224719669669867, "loss": 0.8950186429586637, }
json_stats: {"epoch": 1385, "elapsed": 1.3416358511894941, "loss": 0.8943176651457357, }
json_stats: {"epoch": 1386, "elapsed": 1.3145053039770573, "loss": 0.8985223014775781, }
json_stats: {"epoch": 1387, "elapsed": 1.3827854660339653, "loss": 0.8895693776101166, }
json_stats: {"epoch": 1388, "elapsed": 1.3378802679944783, "loss": 0.8963466744222983, }
json_stats: {"epoch": 1389, "elapsed": 1.2889848719350994, "loss": 0.894628802679688, }
json_stats: {"epoch": 1390, "elapsed": 1.3294708088506013, "loss": 0.8945359537145345, }
json_stats: {"epoch": 1391, "elapsed": 1.3729057367891073, "loss": 0.8947286783657095, }
json_stats: {"epoch": 1392, "elapsed": 1.2950171160046011, "loss": 0.8932195862610764, }
json_stats: {"epoch": 1393, "elapsed": 1.3443450001068413, "loss": 0.8941294805115363, }
json_stats: {"epoch": 1394, "elapsed": 1.3585069759283215, "loss": 0.8949580489731219, }
json_stats: {"epoch": 1395, "elapsed": 1.2980769609566778, "loss": 0.8952820044350692, }
json_stats: {"epoch": 1396, "elapsed": 1.3057748300489038, "loss": 0.8944892570285469, }
json_stats: {"epoch": 1397, "elapsed": 1.283553646877408, "loss": 0.8931346350182354, }
json_stats: {"epoch": 1398, "elapsed": 1.3468600399792194, "loss": 0.8905971373037529, }
json_stats: {"epoch": 1299, "elapsed": 1.388145132921636, "loss": 0.8976296840608804, "sqnorm_min": 0.8606925156697363, "sqnorm_avg": 0.9985539672737822, "sqnorm_max": 0.9999881987841113, "mean_rank": 51.44518980759231, "map_rank": 0.5461437864248613, "best": false}
json_stats: {"epoch": 1400, "elapsed": 1.3913544998504221, "loss": 0.8931300616471914, }
json_stats: {"epoch": 1401, "elapsed": 1.391175783937797, "loss": 0.8941768803336092, }
json_stats: {"epoch": 1402, "elapsed": 1.3802312090992928, "loss": 0.8940869470912108, }
json_stats: {"epoch": 1403, "elapsed": 1.3468408668413758, "loss": 0.8944600601900761, }
json_stats: {"epoch": 1404, "elapsed": 1.3329743309877813, "loss": 0.8958176135761904, }
json_stats: {"epoch": 1405, "elapsed": 1.3070521941408515, "loss": 0.8916632046529593, }
json_stats: {"epoch": 1406, "elapsed": 1.3153824631590396, "loss": 0.8905442644087136, }
json_stats: {"epoch": 1407, "elapsed": 1.3569302540272474, "loss": 0.8952551533959637, }
json_stats: {"epoch": 1408, "elapsed": 1.2917042600456625, "loss": 0.9015436324268639, }
json_stats: {"epoch": 1409, "elapsed": 1.333891164045781, "loss": 0.8924648608738805, }
json_stats: {"epoch": 1410, "elapsed": 1.3212560128886253, "loss": 0.8982708081218559, }
json_stats: {"epoch": 1411, "elapsed": 1.3394852918572724, "loss": 0.8961370107907719, }
json_stats: {"epoch": 1412, "elapsed": 1.3415365039836615, "loss": 0.896124025519981, }
json_stats: {"epoch": 1413, "elapsed": 1.3458693630527705, "loss": 0.8926635193208817, }
json_stats: {"epoch": 1414, "elapsed": 1.2861672539729625, "loss": 0.8909577890651404, }
json_stats: {"epoch": 1415, "elapsed": 1.31474625505507, "loss": 0.8955281416412527, }
json_stats: {"epoch": 1416, "elapsed": 1.3086012068670243, "loss": 0.8950123209407893, }
json_stats: {"epoch": 1417, "elapsed": 1.281654068036005, "loss": 0.8922136076776622, }
json_stats: {"epoch": 1418, "elapsed": 1.3582657789811492, "loss": 0.892283523047645, }
json_stats: {"epoch": 1419, "elapsed": 1.274164877133444, "loss": 0.894229166837819, }
json_stats: {"epoch": 1420, "elapsed": 1.3640087298117578, "loss": 0.8966476113562359, }
json_stats: {"epoch": 1421, "elapsed": 1.3776283808983862, "loss": 0.89633849478401, }
json_stats: {"epoch": 1422, "elapsed": 1.3719122579786927, "loss": 0.8956548902212528, }
json_stats: {"epoch": 1423, "elapsed": 1.3142704870551825, "loss": 0.8957879155622781, }
json_stats: {"epoch": 1424, "elapsed": 1.3262576689012349, "loss": 0.8981482140775545, }
json_stats: {"epoch": 1425, "elapsed": 1.3784411759115756, "loss": 0.8913446771656062, }
json_stats: {"epoch": 1426, "elapsed": 1.352063514990732, "loss": 0.8970018244478418, }
json_stats: {"epoch": 1427, "elapsed": 1.2710674251429737, "loss": 0.8904448950208715, }
json_stats: {"epoch": 1428, "elapsed": 1.3548628380522132, "loss": 0.8950884326595401, }
json_stats: {"epoch": 1429, "elapsed": 1.3243337399326265, "loss": 0.8963479139590744, }
json_stats: {"epoch": 1430, "elapsed": 1.347591269062832, "loss": 0.8911548092673839, }
json_stats: {"epoch": 1431, "elapsed": 1.36164395022206, "loss": 0.892568456656801, }
json_stats: {"epoch": 1432, "elapsed": 1.3078253280837089, "loss": 0.8953183627632796, }
json_stats: {"epoch": 1433, "elapsed": 1.3020662099588662, "loss": 0.8964953744806303, }
json_stats: {"epoch": 1434, "elapsed": 1.3586008348502219, "loss": 0.8945094322597207, }
json_stats: {"epoch": 1435, "elapsed": 1.2982940240763128, "loss": 0.8957781738818144, }
json_stats: {"epoch": 1436, "elapsed": 1.2981826169416308, "loss": 0.8922755001216887, }
json_stats: {"epoch": 1437, "elapsed": 1.3344810570124537, "loss": 0.8945438141230124, }
json_stats: {"epoch": 1438, "elapsed": 1.3219267709646374, "loss": 0.8932563242097815, }
json_stats: {"epoch": 1439, "elapsed": 1.3134869639761746, "loss": 0.8895681700217851, }
json_stats: {"epoch": 1440, "elapsed": 1.3233644959982485, "loss": 0.8928383537505759, }
json_stats: {"epoch": 1441, "elapsed": 1.2929934221319854, "loss": 0.8944702174950475, }
json_stats: {"epoch": 1442, "elapsed": 1.355224936036393, "loss": 0.8924944283820024, }
json_stats: {"epoch": 1443, "elapsed": 1.3359552561305463, "loss": 0.8961033706837628, }
json_stats: {"epoch": 1444, "elapsed": 1.3492911111097783, "loss": 0.8943788170353335, }
json_stats: {"epoch": 1445, "elapsed": 1.3145067589357495, "loss": 0.8943340874212785, }
json_stats: {"epoch": 1446, "elapsed": 1.3469772939570248, "loss": 0.8984440921096175, }
json_stats: {"epoch": 1447, "elapsed": 1.3786417841911316, "loss": 0.8930503899248367, }
json_stats: {"epoch": 1448, "elapsed": 1.3187280560377985, "loss": 0.8938350632472358, }
json_stats: {"epoch": 1449, "elapsed": 1.3387413350865245, "loss": 0.8951954901422745, }
json_stats: {"epoch": 1450, "elapsed": 1.2970557659864426, "loss": 0.8969075661569172, }
json_stats: {"epoch": 1451, "elapsed": 1.3463100860826671, "loss": 0.8918616536532893, }
json_stats: {"epoch": 1452, "elapsed": 1.3306781579740345, "loss": 0.8929867491104198, }
json_stats: {"epoch": 1453, "elapsed": 1.290112375980243, "loss": 0.8925698426819912, }
json_stats: {"epoch": 1454, "elapsed": 1.3260144831147045, "loss": 0.8953935018324365, }
json_stats: {"epoch": 1455, "elapsed": 1.353020042879507, "loss": 0.8961749000757974, }
json_stats: {"epoch": 1456, "elapsed": 1.3371058490592986, "loss": 0.8910014390713663, }
json_stats: {"epoch": 1457, "elapsed": 1.3421952400822192, "loss": 0.8927752249678415, }
json_stats: {"epoch": 1458, "elapsed": 1.3161284439265728, "loss": 0.8971282754979084, }
json_stats: {"epoch": 1459, "elapsed": 1.3298842408694327, "loss": 0.8934867431141963, }
json_stats: {"epoch": 1460, "elapsed": 1.2913240508642048, "loss": 0.8914189109079871, }
json_stats: {"epoch": 1461, "elapsed": 1.3123151559848338, "loss": 0.8960933632144753, }
json_stats: {"epoch": 1462, "elapsed": 1.4255982148461044, "loss": 0.8947955129379008, }
json_stats: {"epoch": 1463, "elapsed": 1.3021059830207378, "loss": 0.8967465281201662, }
json_stats: {"epoch": 1464, "elapsed": 1.3117942640092224, "loss": 0.8945383885296389, }
json_stats: {"epoch": 1465, "elapsed": 1.3538783041294664, "loss": 0.8927933662494245, }
json_stats: {"epoch": 1466, "elapsed": 1.3140386738814414, "loss": 0.8916668403829435, }
json_stats: {"epoch": 1467, "elapsed": 1.2939420382026583, "loss": 0.895770060652682, }
json_stats: {"epoch": 1468, "elapsed": 1.352339335018769, "loss": 0.8982818281100099, }
json_stats: {"epoch": 1469, "elapsed": 1.3033765179570764, "loss": 0.8919367100604291, }
json_stats: {"epoch": 1470, "elapsed": 1.3344229438807815, "loss": 0.8905638640658733, }
json_stats: {"epoch": 1471, "elapsed": 1.2924811800476164, "loss": 0.8954903572183116, }
json_stats: {"epoch": 1472, "elapsed": 1.3395452201366425, "loss": 0.8928657539867195, }
json_stats: {"epoch": 1473, "elapsed": 1.3294844231568277, "loss": 0.8962715793864868, }
json_stats: {"epoch": 1474, "elapsed": 1.331203528912738, "loss": 0.8940862969174483, }
json_stats: {"epoch": 1475, "elapsed": 1.3559387540444732, "loss": 0.8933288215639698, }
json_stats: {"epoch": 1476, "elapsed": 1.3050336460582912, "loss": 0.8948741121399246, }
json_stats: {"epoch": 1477, "elapsed": 1.3319899619091302, "loss": 0.8940026510089204, }
json_stats: {"epoch": 1478, "elapsed": 1.3898531298618764, "loss": 0.892805845592161, }
json_stats: {"epoch": 1479, "elapsed": 1.3163664140738547, "loss": 0.8990689955794274, }
json_stats: {"epoch": 1480, "elapsed": 1.3251567871775478, "loss": 0.8945659950972153, }
json_stats: {"epoch": 1481, "elapsed": 1.2925986270420253, "loss": 0.8933098621579373, }
json_stats: {"epoch": 1482, "elapsed": 1.311525747878477, "loss": 0.8960007031399653, }
json_stats: {"epoch": 1483, "elapsed": 1.319099921034649, "loss": 0.8973651437555883, }
json_stats: {"epoch": 1484, "elapsed": 1.3286196270491928, "loss": 0.897889942289785, }
json_stats: {"epoch": 1485, "elapsed": 1.3312725028954446, "loss": 0.8935172288395726, }
json_stats: {"epoch": 1486, "elapsed": 1.3173608460929245, "loss": 0.8919566452617678, }
json_stats: {"epoch": 1487, "elapsed": 1.3136804210953414, "loss": 0.8931849838274993, }
json_stats: {"epoch": 1488, "elapsed": 1.299097030190751, "loss": 0.8921615384368821, }
json_stats: {"epoch": 1489, "elapsed": 1.2960087889805436, "loss": 0.8929073304373899, }
json_stats: {"epoch": 1490, "elapsed": 1.308253605850041, "loss": 0.8987120199134415, }
json_stats: {"epoch": 1491, "elapsed": 1.3055001830216497, "loss": 0.8952690206799799, }
json_stats: {"epoch": 1492, "elapsed": 1.4213537711184472, "loss": 0.8951133439386925, }
json_stats: {"epoch": 1493, "elapsed": 1.2970959600061178, "loss": 0.8969179435636007, }
json_stats: {"epoch": 1494, "elapsed": 1.3034017060417682, "loss": 0.8895891726789302, }
json_stats: {"epoch": 1495, "elapsed": 1.3346505798399448, "loss": 0.8938848952130047, }
json_stats: {"epoch": 1496, "elapsed": 1.3116887949872762, "loss": 0.8920846917033937, }
json_stats: {"epoch": 1497, "elapsed": 1.2993286640848964, "loss": 0.8916053317295439, }
json_stats: {"epoch": 1498, "elapsed": 1.3379322430118918, "loss": 0.8945806230287818, }
json_stats: {"epoch": 1399, "elapsed": 1.3819226641207933, "loss": 0.8967127442966897, "sqnorm_min": 0.8743130651023312, "sqnorm_avg": 0.9986558217628864, "sqnorm_max": 0.9999899000000396, "mean_rank": 51.446151846073846, "map_rank": 0.5468822435851516, "best": false}
json_stats: {"epoch": 1499, "elapsed": 1.3109263149090111, "loss": 0.8919649326673045, "sqnorm_min": 0.886595448146204, "sqnorm_avg": 0.9987315453000151, "sqnorm_max": 0.9999899000001554, "mean_rank": 51.45377015080603, "map_rank": 0.5461972586887479, "best": true}
