Using edge list dataloader
json_conf: {"checkpoint": "../results/connectome/Human8//poincare5.bin", "dset": "../graphs/connectome/Human8//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": 0.6097050301032141, "loss": 1.7899678888806791, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 1, "elapsed": 0.6083835599711165, "loss": 1.78528256801891, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 2, "elapsed": 0.6080940869869664, "loss": 1.780485368104092, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 3, "elapsed": 0.6079227030277252, "loss": 1.7756853239346915, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 4, "elapsed": 0.6134173290338367, "loss": 1.7708405635056748, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 5, "elapsed": 0.6056045209988952, "loss": 1.766231014569415, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 6, "elapsed": 0.6065013989573345, "loss": 1.7614642574871018, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 7, "elapsed": 0.6069850189378485, "loss": 1.7568264493621224, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 8, "elapsed": 0.6063066279748455, "loss": 1.7521028151223896, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 9, "elapsed": 0.590065348893404, "loss": 1.7476582113713162, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 10, "elapsed": 0.5905300820013508, "loss": 1.7433876399627135, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 11, "elapsed": 0.5926878239260986, "loss": 1.7384703806041397, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 12, "elapsed": 0.5967380509246141, "loss": 1.7339099592465863, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 13, "elapsed": 0.6103952479315922, "loss": 1.7295981182541187, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 14, "elapsed": 0.6400560570182279, "loss": 1.7253611460406888, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 15, "elapsed": 0.5999979440821335, "loss": 1.720824768941258, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 16, "elapsed": 0.597849313984625, "loss": 1.7165726803697476, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 17, "elapsed": 0.6060726270079613, "loss": 1.712387361675906, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 18, "elapsed": 0.6015213079517707, "loss": 1.707989665511422, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 19, "elapsed": 0.6389921610243618, "loss": 1.7041306221249293, }
json_stats: {"epoch": 20, "elapsed": 0.6081505829934031, "loss": 3.5783848930583138, }
json_stats: {"epoch": 21, "elapsed": 0.6020148590905592, "loss": 3.1988056431265433, }
json_stats: {"epoch": 22, "elapsed": 0.5987808849895373, "loss": 2.9192796861415617, }
json_stats: {"epoch": 23, "elapsed": 0.6053206739015877, "loss": 2.7103531395578147, }
json_stats: {"epoch": 24, "elapsed": 0.6588033509906381, "loss": 2.5573155611208236, }
json_stats: {"epoch": 25, "elapsed": 0.6060529500246048, "loss": 2.435444741910667, }
json_stats: {"epoch": 26, "elapsed": 0.6043828149558976, "loss": 2.3425968448199983, }
json_stats: {"epoch": 27, "elapsed": 0.6386176330270246, "loss": 2.2661088886187066, }
json_stats: {"epoch": 28, "elapsed": 0.6399367159465328, "loss": 2.2050648342089954, }
json_stats: {"epoch": 29, "elapsed": 0.6452787269372493, "loss": 2.1526386435775446, }
json_stats: {"epoch": 30, "elapsed": 0.5973423540126532, "loss": 2.1163578857613605, }
json_stats: {"epoch": 31, "elapsed": 0.6355291539803147, "loss": 2.0821621523471543, }
json_stats: {"epoch": 32, "elapsed": 0.6202049880521372, "loss": 2.055292063256859, }
json_stats: {"epoch": 33, "elapsed": 0.6419431989779696, "loss": 2.03498310340419, }
json_stats: {"epoch": 34, "elapsed": 0.6091986970277503, "loss": 2.0174499298485693, }
json_stats: {"epoch": 35, "elapsed": 0.668578575947322, "loss": 2.003564237219877, }
json_stats: {"epoch": 36, "elapsed": 0.6051628339337185, "loss": 1.9901866097522531, }
json_stats: {"epoch": 37, "elapsed": 0.6034643220482394, "loss": 1.980491592565984, }
json_stats: {"epoch": 38, "elapsed": 0.6089811930432916, "loss": 1.9714794112822198, }
json_stats: {"epoch": 39, "elapsed": 0.6039347669575363, "loss": 1.966603487340702, }
json_stats: {"epoch": 40, "elapsed": 0.6368632620433345, "loss": 1.9601390630954534, }
json_stats: {"epoch": 41, "elapsed": 0.6115376320667565, "loss": 1.9537488891169783, }
json_stats: {"epoch": 42, "elapsed": 0.615542477928102, "loss": 1.9501117074217853, }
json_stats: {"epoch": 43, "elapsed": 0.60262518201489, "loss": 1.945998739360805, }
json_stats: {"epoch": 44, "elapsed": 0.5977175750304013, "loss": 1.941367391557208, }
json_stats: {"epoch": 45, "elapsed": 0.5978969880379736, "loss": 1.9393176166145705, }
json_stats: {"epoch": 46, "elapsed": 0.6022540089907125, "loss": 1.9344182292588221, }
json_stats: {"epoch": 47, "elapsed": 0.6023577839368954, "loss": 1.9341933334011103, }
json_stats: {"epoch": 48, "elapsed": 0.6043121670372784, "loss": 1.9313051451705383, }
json_stats: {"epoch": 49, "elapsed": 0.6067649769829586, "loss": 1.9287631505863787, }
json_stats: {"epoch": 50, "elapsed": 0.6055694259703159, "loss": 1.927452302579834, }
json_stats: {"epoch": 51, "elapsed": 0.601284077973105, "loss": 1.9239491442180563, }
json_stats: {"epoch": 52, "elapsed": 0.6174110369756818, "loss": 1.9233584687751542, }
json_stats: {"epoch": 53, "elapsed": 0.6083984369179234, "loss": 1.9211485467779603, }
json_stats: {"epoch": 54, "elapsed": 0.6012099320068955, "loss": 1.9218631029447681, }
json_stats: {"epoch": 55, "elapsed": 0.6354803269496188, "loss": 1.9190390992877302, }
json_stats: {"epoch": 56, "elapsed": 0.6063997379969805, "loss": 1.9191488129253707, }
json_stats: {"epoch": 57, "elapsed": 0.6063112199772149, "loss": 1.9133050871831985, }
json_stats: {"epoch": 58, "elapsed": 0.6026913619134575, "loss": 1.9163217799017844, }
json_stats: {"epoch": 59, "elapsed": 0.6092464589746669, "loss": 1.9138688601247538, }
json_stats: {"epoch": 60, "elapsed": 0.606993839959614, "loss": 1.9142120685678745, }
json_stats: {"epoch": 61, "elapsed": 0.6059330910211429, "loss": 1.9125322895293333, }
json_stats: {"epoch": 62, "elapsed": 0.5956579470075667, "loss": 1.9127242351511708, }
json_stats: {"epoch": 63, "elapsed": 0.5960385170765221, "loss": 1.9101724348629086, }
json_stats: {"epoch": 64, "elapsed": 0.5977593959541991, "loss": 1.9105312607893017, }
json_stats: {"epoch": 65, "elapsed": 0.5987940400373191, "loss": 1.9081733880412237, }
json_stats: {"epoch": 66, "elapsed": 0.5982348099350929, "loss": 1.9097257156331215, }
json_stats: {"epoch": 67, "elapsed": 0.6028076929505914, "loss": 1.9087047464218132, }
json_stats: {"epoch": 68, "elapsed": 0.5986425649607554, "loss": 1.9092854311306064, }
json_stats: {"epoch": 69, "elapsed": 0.62506753008347, "loss": 1.908638093603095, }
json_stats: {"epoch": 70, "elapsed": 0.6029200539924204, "loss": 1.9087623993274312, }
json_stats: {"epoch": 71, "elapsed": 0.6271949679357931, "loss": 1.9041785540817648, }
json_stats: {"epoch": 72, "elapsed": 0.5953238949878141, "loss": 1.9061595553790447, }
json_stats: {"epoch": 73, "elapsed": 0.6028416400076821, "loss": 1.9057452850077716, }
json_stats: {"epoch": 74, "elapsed": 0.5970946779707447, "loss": 1.9033305446794488, }
json_stats: {"epoch": 75, "elapsed": 0.5935345779871568, "loss": 1.9050441318365743, }
json_stats: {"epoch": 76, "elapsed": 0.6102374690817669, "loss": 1.9031359398228564, }
json_stats: {"epoch": 77, "elapsed": 0.602124742930755, "loss": 1.9034909788060221, }
json_stats: {"epoch": 78, "elapsed": 0.5956727670272812, "loss": 1.905186093911912, }
json_stats: {"epoch": 79, "elapsed": 0.60314246697817, "loss": 1.9026357076416442, }
json_stats: {"epoch": 80, "elapsed": 0.6084643049398437, "loss": 1.903380126356154, }
json_stats: {"epoch": 81, "elapsed": 0.5961937149986625, "loss": 1.9030189441743974, }
json_stats: {"epoch": 82, "elapsed": 0.6049038619967178, "loss": 1.90116002775378, }
json_stats: {"epoch": 83, "elapsed": 0.6006275420077145, "loss": 1.901536849935748, }
json_stats: {"epoch": 84, "elapsed": 0.6011589630506933, "loss": 1.902460010719273, }
json_stats: {"epoch": 85, "elapsed": 0.6468495220178738, "loss": 1.9018671565655019, }
json_stats: {"epoch": 86, "elapsed": 0.6066124599892646, "loss": 1.9022309764892729, }
json_stats: {"epoch": 87, "elapsed": 0.6049168799072504, "loss": 1.9014449290105702, }
json_stats: {"epoch": 88, "elapsed": 0.5951889510033652, "loss": 1.9005175911204149, }
json_stats: {"epoch": 89, "elapsed": 0.597049037925899, "loss": 1.9023352554835558, }
json_stats: {"epoch": 90, "elapsed": 0.6019673610571772, "loss": 1.900538094535982, }
json_stats: {"epoch": 91, "elapsed": 0.6140952210407704, "loss": 1.9017556399165905, }
json_stats: {"epoch": 92, "elapsed": 0.59528016904369, "loss": 1.9025343603477718, }
json_stats: {"epoch": 93, "elapsed": 0.6024274990195408, "loss": 1.9002166513646706, }
json_stats: {"epoch": 94, "elapsed": 0.6293034709524363, "loss": 1.899307780709666, }
json_stats: {"epoch": 95, "elapsed": 0.6249975460814312, "loss": 1.8980886871175326, }
json_stats: {"epoch": 96, "elapsed": 0.6107300809817389, "loss": 1.9015166327866788, }
json_stats: {"epoch": 97, "elapsed": 0.5967373150633648, "loss": 1.8998177787152797, }
json_stats: {"epoch": 98, "elapsed": 0.5967980950372294, "loss": 1.8994784672459435, }
json_stats: {"epoch": 100, "elapsed": 0.6043150300392881, "loss": 1.8986485304331424, }
json_stats: {"epoch": 101, "elapsed": 0.5988572579808533, "loss": 1.8998342558302377, }
json_stats: {"epoch": 102, "elapsed": 0.62644744804129, "loss": 1.8992333635940528, }
json_stats: {"epoch": 103, "elapsed": 0.6056108250049874, "loss": 1.8990127060979975, }
json_stats: {"epoch": 104, "elapsed": 0.60691356100142, "loss": 1.8992032446527587, }
json_stats: {"epoch": 105, "elapsed": 0.6134196349885315, "loss": 1.8978665322039652, }
json_stats: {"epoch": 106, "elapsed": 0.602736825007014, "loss": 1.8985988687705253, }
json_stats: {"epoch": 107, "elapsed": 0.6022824799874797, "loss": 1.8976030530092238, }
json_stats: {"epoch": 108, "elapsed": 0.6083063599653542, "loss": 1.8978219084692385, }
json_stats: {"epoch": 109, "elapsed": 0.5984973890008405, "loss": 1.8981158452137699, }
json_stats: {"epoch": 110, "elapsed": 0.6487811090191826, "loss": 1.898688050734458, }
json_stats: {"epoch": 111, "elapsed": 0.5958507080795243, "loss": 1.8996813249662263, }
json_stats: {"epoch": 112, "elapsed": 0.6088410640368238, "loss": 1.8977749371693162, }
json_stats: {"epoch": 113, "elapsed": 0.6049673389643431, "loss": 1.8990198335667614, }
json_stats: {"epoch": 114, "elapsed": 0.6116503960220143, "loss": 1.8984839066759103, }
json_stats: {"epoch": 115, "elapsed": 0.6030131899751723, "loss": 1.8960902664954475, }
json_stats: {"epoch": 116, "elapsed": 0.6141962560359389, "loss": 1.8982422711941949, }
json_stats: {"epoch": 117, "elapsed": 0.6244013780960813, "loss": 1.8984556108901305, }
json_stats: {"epoch": 118, "elapsed": 0.7320845440262929, "loss": 1.8979623308273277, }
json_stats: {"epoch": 119, "elapsed": 0.5990446709329262, "loss": 1.8977499249601852, }
json_stats: {"epoch": 120, "elapsed": 0.5991376980673522, "loss": 1.8950113956182566, }
json_stats: {"epoch": 121, "elapsed": 0.6243560450384393, "loss": 1.8967865597619193, }
json_stats: {"epoch": 122, "elapsed": 0.7161650450434536, "loss": 1.899536551190982, }
json_stats: {"epoch": 123, "elapsed": 0.7213969260919839, "loss": 1.8959762997951193, }
json_stats: {"epoch": 124, "elapsed": 0.6680333579424769, "loss": 1.8987191773290018, }
json_stats: {"epoch": 125, "elapsed": 0.685909510939382, "loss": 1.8973518183402653, }
json_stats: {"epoch": 126, "elapsed": 0.6533330039819703, "loss": 1.8981175643932322, }
json_stats: {"epoch": 127, "elapsed": 0.6349793770350516, "loss": 1.8985266369681038, }
json_stats: {"epoch": 128, "elapsed": 0.7442633060272783, "loss": 1.8970006380903195, }
json_stats: {"epoch": 129, "elapsed": 0.6626882969867438, "loss": 1.8968370719825651, }
json_stats: {"epoch": 130, "elapsed": 0.5895704420981929, "loss": 1.8969187967802714, }
json_stats: {"epoch": 131, "elapsed": 0.6551950969733298, "loss": 1.8954259858463298, }
json_stats: {"epoch": 132, "elapsed": 0.66484515205957, "loss": 1.896643093726234, }
json_stats: {"epoch": 133, "elapsed": 0.6084534809924662, "loss": 1.897902345862184, }
json_stats: {"epoch": 134, "elapsed": 0.6003586970036849, "loss": 1.8971416323523045, }
json_stats: {"epoch": 135, "elapsed": 0.6560976189794019, "loss": 1.899565310830352, }
json_stats: {"epoch": 136, "elapsed": 0.6084986169589683, "loss": 1.8967467551225212, }
json_stats: {"epoch": 137, "elapsed": 0.5904434840194881, "loss": 1.897430491097303, }
json_stats: {"epoch": 138, "elapsed": 0.6378403889248148, "loss": 1.8971937777776384, }
json_stats: {"epoch": 139, "elapsed": 0.6953320519533008, "loss": 1.895057269747615, }
json_stats: {"epoch": 140, "elapsed": 0.6466337940655649, "loss": 1.8957665295273884, }
json_stats: {"epoch": 141, "elapsed": 0.6370074329897761, "loss": 1.8965365614526148, }
json_stats: {"epoch": 142, "elapsed": 0.5995117500424385, "loss": 1.8948682183681547, }
json_stats: {"epoch": 143, "elapsed": 0.5952510359929875, "loss": 1.896798438938863, }
json_stats: {"epoch": 144, "elapsed": 0.5937525070039555, "loss": 1.8946142508822996, }
json_stats: {"epoch": 145, "elapsed": 0.6041749659925699, "loss": 1.8953728117275983, }
json_stats: {"epoch": 146, "elapsed": 0.6005800620187074, "loss": 1.8961627171852578, }
json_stats: {"epoch": 147, "elapsed": 0.5980172849958763, "loss": 1.8965390335143286, }
json_stats: {"epoch": 148, "elapsed": 0.6040522060357034, "loss": 1.8954399100352548, }
json_stats: {"epoch": 149, "elapsed": 0.5915892419870943, "loss": 1.8947062844123093, }
json_stats: {"epoch": 150, "elapsed": 0.6323662539944053, "loss": 1.894770279567168, }
json_stats: {"epoch": 151, "elapsed": 0.6318832311080769, "loss": 1.8937390105479825, }
json_stats: {"epoch": 152, "elapsed": 0.6973156449384987, "loss": 1.8934240037421641, }
json_stats: {"epoch": 153, "elapsed": 0.6884100269526243, "loss": 1.8944595723132356, }
json_stats: {"epoch": 154, "elapsed": 0.7015760750509799, "loss": 1.895443374153001, }
json_stats: {"epoch": 155, "elapsed": 0.6259036350529641, "loss": 1.8945977764014603, }
json_stats: {"epoch": 156, "elapsed": 0.6301747369579971, "loss": 1.8934310569378434, }
json_stats: {"epoch": 157, "elapsed": 0.6126183560118079, "loss": 1.8968239012442472, }
json_stats: {"epoch": 158, "elapsed": 0.6316223320318386, "loss": 1.8934814032374028, }
json_stats: {"epoch": 159, "elapsed": 0.5996603959938511, "loss": 1.8942051508896622, }
json_stats: {"epoch": 160, "elapsed": 0.5970879310043529, "loss": 1.8951265088518852, }
json_stats: {"epoch": 161, "elapsed": 0.5957168369786814, "loss": 1.8979919723728607, }
json_stats: {"epoch": 162, "elapsed": 0.5975312960799783, "loss": 1.896860777610647, }
json_stats: {"epoch": 163, "elapsed": 0.6595027709845454, "loss": 1.8937237515412906, }
json_stats: {"epoch": 164, "elapsed": 0.6465178609360009, "loss": 1.8965181299256726, }
json_stats: {"epoch": 165, "elapsed": 0.671177199925296, "loss": 1.8969329181572692, }
json_stats: {"epoch": 166, "elapsed": 0.6428981819190085, "loss": 1.8954949872371192, }
json_stats: {"epoch": 167, "elapsed": 0.626132923993282, "loss": 1.8960391708976334, }
json_stats: {"epoch": 168, "elapsed": 0.6276582219870761, "loss": 1.8976820476207612, }
json_stats: {"epoch": 169, "elapsed": 0.6341482390416786, "loss": 1.8952970351247656, }
json_stats: {"epoch": 170, "elapsed": 0.6018818849697709, "loss": 1.894730621296814, }
json_stats: {"epoch": 171, "elapsed": 0.6038262649672106, "loss": 1.8943437032567145, }
json_stats: {"epoch": 172, "elapsed": 0.6112943899352103, "loss": 1.8938446784357024, }
json_stats: {"epoch": 173, "elapsed": 0.6110949650174007, "loss": 1.8936960997096932, }
json_stats: {"epoch": 174, "elapsed": 0.5943036869866773, "loss": 1.894001064676443, }
json_stats: {"epoch": 175, "elapsed": 0.5988984720315784, "loss": 1.8954388340345782, }
json_stats: {"epoch": 176, "elapsed": 0.6015368510270491, "loss": 1.8967658538927834, }
json_stats: {"epoch": 177, "elapsed": 0.609306478057988, "loss": 1.8972204105252124, }
json_stats: {"epoch": 178, "elapsed": 0.6539487430127338, "loss": 1.8933856104244722, }
json_stats: {"epoch": 179, "elapsed": 0.5985799300251529, "loss": 1.8941470273938399, }
json_stats: {"epoch": 180, "elapsed": 0.5937209449475631, "loss": 1.8953514705583692, }
json_stats: {"epoch": 181, "elapsed": 0.6107846440281719, "loss": 1.895056750899992, }
json_stats: {"epoch": 182, "elapsed": 0.6150191610213369, "loss": 1.8945243652659525, }
json_stats: {"epoch": 183, "elapsed": 0.6091396900592372, "loss": 1.8963013236279398, }
json_stats: {"epoch": 184, "elapsed": 0.6176053299568594, "loss": 1.8932397141137662, }
json_stats: {"epoch": 185, "elapsed": 0.602473895996809, "loss": 1.8965958720418488, }
json_stats: {"epoch": 186, "elapsed": 0.6131546800024807, "loss": 1.8932088720080678, }
json_stats: {"epoch": 187, "elapsed": 0.6295688189566135, "loss": 1.89459294662376, }
json_stats: {"epoch": 188, "elapsed": 0.6119400840252638, "loss": 1.8936778240369692, }
json_stats: {"epoch": 189, "elapsed": 0.6131643910193816, "loss": 1.895604428266718, }
json_stats: {"epoch": 190, "elapsed": 0.6006877239560708, "loss": 1.8934789551745277, }
json_stats: {"epoch": 191, "elapsed": 0.5995033510262147, "loss": 1.8939587775366276, }
json_stats: {"epoch": 192, "elapsed": 0.602300165919587, "loss": 1.8958233404702178, }
json_stats: {"epoch": 193, "elapsed": 0.6055883299559355, "loss": 1.8927172757354342, }
json_stats: {"epoch": 194, "elapsed": 0.6629739850759506, "loss": 1.893593246406467, }
json_stats: {"epoch": 195, "elapsed": 0.6012178279925138, "loss": 1.8949610057161241, }
json_stats: {"epoch": 196, "elapsed": 0.6210980439791456, "loss": 1.8943451881180273, }
json_stats: {"epoch": 197, "elapsed": 0.592906370991841, "loss": 1.894910281472155, }
json_stats: {"epoch": 198, "elapsed": 0.6298971970099956, "loss": 1.895314922521706, }
json_stats: {"epoch": 99, "elapsed": 0.6222537219291553, "loss": 1.8989838835151627, "sqnorm_min": 0.8468035914981502, "sqnorm_avg": 0.9817553092119018, "sqnorm_max": 0.9999178045183299, "mean_rank": 12.849773960216998, "map_rank": 0.8526296430274539, "best": true}
json_stats: {"epoch": 200, "elapsed": 0.5977569550741464, "loss": 1.896115944325973, }
json_stats: {"epoch": 201, "elapsed": 0.6292481290875003, "loss": 1.8939030954679819, }
json_stats: {"epoch": 202, "elapsed": 0.6051715729990974, "loss": 1.892542291523199, }
json_stats: {"epoch": 203, "elapsed": 0.6931044389493763, "loss": 1.894863851328632, }
json_stats: {"epoch": 204, "elapsed": 0.6799387120408937, "loss": 1.8932034685312151, }
json_stats: {"epoch": 205, "elapsed": 0.6902845940785483, "loss": 1.8939529718150387, }
json_stats: {"epoch": 206, "elapsed": 0.6744807449867949, "loss": 1.8945883928420608, }
json_stats: {"epoch": 207, "elapsed": 0.6179503239691257, "loss": 1.8939847181534797, }
json_stats: {"epoch": 208, "elapsed": 0.6125450090039521, "loss": 1.8924414827204266, }
json_stats: {"epoch": 209, "elapsed": 0.6078513449756429, "loss": 1.8939495150877061, }
json_stats: {"epoch": 210, "elapsed": 0.5994200069690123, "loss": 1.895407441485414, }
json_stats: {"epoch": 211, "elapsed": 0.6627392619848251, "loss": 1.8959679271586798, }
json_stats: {"epoch": 212, "elapsed": 0.6305124249774963, "loss": 1.893893055012751, }
json_stats: {"epoch": 213, "elapsed": 0.6138499529333785, "loss": 1.8938561247667043, }
json_stats: {"epoch": 214, "elapsed": 0.6143325120210648, "loss": 1.893755587862182, }
json_stats: {"epoch": 215, "elapsed": 0.6063356110826135, "loss": 1.8934645463630249, }
json_stats: {"epoch": 216, "elapsed": 0.6275844440096989, "loss": 1.892524865025024, }
json_stats: {"epoch": 217, "elapsed": 0.6031114889774472, "loss": 1.8961336362941672, }
json_stats: {"epoch": 218, "elapsed": 0.6078040869906545, "loss": 1.8950014503460146, }
json_stats: {"epoch": 219, "elapsed": 0.6100342170102522, "loss": 1.8933975240698087, }
json_stats: {"epoch": 220, "elapsed": 0.636879910947755, "loss": 1.893225463587517, }
json_stats: {"epoch": 221, "elapsed": 0.6061537890927866, "loss": 1.8915169182991287, }
json_stats: {"epoch": 222, "elapsed": 0.6367150479927659, "loss": 1.892337030008278, }
json_stats: {"epoch": 223, "elapsed": 0.6019838369684294, "loss": 1.8945823234956425, }
json_stats: {"epoch": 224, "elapsed": 0.5958195721032098, "loss": 1.893425937942042, }
json_stats: {"epoch": 225, "elapsed": 0.5956779889529571, "loss": 1.892577054207153, }
json_stats: {"epoch": 226, "elapsed": 0.6229149079881608, "loss": 1.8954157435361254, }
json_stats: {"epoch": 227, "elapsed": 0.5961702419444919, "loss": 1.8922364985462703, }
json_stats: {"epoch": 228, "elapsed": 0.5904307219898328, "loss": 1.895058033301182, }
json_stats: {"epoch": 229, "elapsed": 0.5994464019313455, "loss": 1.8917682970968686, }
json_stats: {"epoch": 230, "elapsed": 0.6033931429265067, "loss": 1.8938917569766691, }
json_stats: {"epoch": 231, "elapsed": 0.6156763950129971, "loss": 1.8912946343739054, }
json_stats: {"epoch": 232, "elapsed": 0.622772371978499, "loss": 1.894382694485639, }
json_stats: {"epoch": 233, "elapsed": 0.6125449399696663, "loss": 1.8920033976991781, }
json_stats: {"epoch": 234, "elapsed": 0.609387821983546, "loss": 1.8938103405074476, }
json_stats: {"epoch": 235, "elapsed": 0.606397399911657, "loss": 1.894042271641404, }
json_stats: {"epoch": 236, "elapsed": 0.6070639149984345, "loss": 1.8935172388565302, }
json_stats: {"epoch": 237, "elapsed": 0.6081418049288914, "loss": 1.893145125128295, }
json_stats: {"epoch": 238, "elapsed": 0.6284938239259645, "loss": 1.8936165911223701, }
json_stats: {"epoch": 239, "elapsed": 0.6053920550039038, "loss": 1.8940408703435068, }
json_stats: {"epoch": 240, "elapsed": 0.6053764820098877, "loss": 1.8968500404912585, }
json_stats: {"epoch": 241, "elapsed": 0.645826016087085, "loss": 1.8939532375574997, }
json_stats: {"epoch": 242, "elapsed": 0.6822108080377802, "loss": 1.8924802743169917, }
json_stats: {"epoch": 243, "elapsed": 0.6052699909778312, "loss": 1.891718734044361, }
json_stats: {"epoch": 244, "elapsed": 0.6034245900809765, "loss": 1.8940058965078252, }
json_stats: {"epoch": 245, "elapsed": 0.7009521609870717, "loss": 1.895318061655132, }
json_stats: {"epoch": 246, "elapsed": 0.594283745973371, "loss": 1.8924863019379439, }
json_stats: {"epoch": 247, "elapsed": 0.5965131430421025, "loss": 1.8921806979912155, }
json_stats: {"epoch": 248, "elapsed": 0.5941368719795719, "loss": 1.893791978647933, }
json_stats: {"epoch": 249, "elapsed": 0.5993728169705719, "loss": 1.8933144213169204, }
json_stats: {"epoch": 250, "elapsed": 0.5987372769741341, "loss": 1.8945125144292578, }
json_stats: {"epoch": 251, "elapsed": 0.6190052659949288, "loss": 1.893983319690049, }
json_stats: {"epoch": 252, "elapsed": 0.611277463962324, "loss": 1.891604249795186, }
json_stats: {"epoch": 253, "elapsed": 0.6447261009598151, "loss": 1.8927616143774364, }
json_stats: {"epoch": 254, "elapsed": 0.6234335879562423, "loss": 1.8930229706211699, }
json_stats: {"epoch": 255, "elapsed": 0.6317618569592014, "loss": 1.894168307943983, }
json_stats: {"epoch": 256, "elapsed": 0.6781013070140034, "loss": 1.8954360428861254, }
json_stats: {"epoch": 257, "elapsed": 0.6067885500378907, "loss": 1.8928428219786808, }
json_stats: {"epoch": 258, "elapsed": 0.6028251940151677, "loss": 1.897305066903214, }
json_stats: {"epoch": 259, "elapsed": 0.6042523339856416, "loss": 1.893631865143932, }
json_stats: {"epoch": 260, "elapsed": 0.5967661020113155, "loss": 1.8933505291148798, }
json_stats: {"epoch": 261, "elapsed": 0.5928298879880458, "loss": 1.8928316829405876, }
json_stats: {"epoch": 262, "elapsed": 0.6223383590113372, "loss": 1.8945897493962354, }
json_stats: {"epoch": 263, "elapsed": 0.5896166990278289, "loss": 1.8942177179175994, }
json_stats: {"epoch": 264, "elapsed": 0.5914462950313464, "loss": 1.8931745612297861, }
json_stats: {"epoch": 265, "elapsed": 0.5913369989721105, "loss": 1.8937432305268647, }
json_stats: {"epoch": 266, "elapsed": 0.6018439820036292, "loss": 1.8936627537693622, }
json_stats: {"epoch": 267, "elapsed": 0.6085628180298954, "loss": 1.8954195851015003, }
json_stats: {"epoch": 268, "elapsed": 0.671060735010542, "loss": 1.8916482305474331, }
json_stats: {"epoch": 269, "elapsed": 0.6078537181019783, "loss": 1.8930684927955106, }
json_stats: {"epoch": 270, "elapsed": 0.6004363329848275, "loss": 1.8918814514149007, }
json_stats: {"epoch": 271, "elapsed": 0.6100151160499081, "loss": 1.8956374939871343, }
json_stats: {"epoch": 272, "elapsed": 0.6021893860306591, "loss": 1.8938359353122787, }
json_stats: {"epoch": 273, "elapsed": 0.594583117053844, "loss": 1.892493477799385, }
json_stats: {"epoch": 274, "elapsed": 0.6085979470517486, "loss": 1.8931805802638708, }
json_stats: {"epoch": 275, "elapsed": 0.6007689239922911, "loss": 1.892580856280413, }
json_stats: {"epoch": 276, "elapsed": 0.6043389029800892, "loss": 1.8948923685510777, }
json_stats: {"epoch": 277, "elapsed": 0.5991544970311224, "loss": 1.893544073081865, }
json_stats: {"epoch": 278, "elapsed": 0.6182431909255683, "loss": 1.8935537644104938, }
json_stats: {"epoch": 279, "elapsed": 0.6207913960097358, "loss": 1.8931830243191792, }
json_stats: {"epoch": 280, "elapsed": 0.6026658500777557, "loss": 1.8949848541853025, }
json_stats: {"epoch": 281, "elapsed": 0.5971067899372429, "loss": 1.8921900712056816, }
json_stats: {"epoch": 282, "elapsed": 0.5935138351051137, "loss": 1.8919457228572825, }
json_stats: {"epoch": 283, "elapsed": 0.6061531899031252, "loss": 1.8933713112141464, }
json_stats: {"epoch": 284, "elapsed": 0.5988184600137174, "loss": 1.8921521668018921, }
json_stats: {"epoch": 285, "elapsed": 0.6012592510087416, "loss": 1.8922727705241724, }
json_stats: {"epoch": 286, "elapsed": 0.600952088017948, "loss": 1.8932798891963913, }
json_stats: {"epoch": 287, "elapsed": 0.597511786967516, "loss": 1.8937553604036994, }
json_stats: {"epoch": 288, "elapsed": 0.6082580409711227, "loss": 1.8918881200775763, }
json_stats: {"epoch": 289, "elapsed": 0.6065801350632682, "loss": 1.8933938660828298, }
json_stats: {"epoch": 290, "elapsed": 0.6267861369997263, "loss": 1.8933386129441279, }
json_stats: {"epoch": 291, "elapsed": 0.6172107600141317, "loss": 1.8932889807711757, }
json_stats: {"epoch": 292, "elapsed": 0.643784451065585, "loss": 1.8934523449828238, }
json_stats: {"epoch": 293, "elapsed": 0.8117267929483205, "loss": 1.8920922994509835, }
json_stats: {"epoch": 294, "elapsed": 0.6172349289990962, "loss": 1.8932282240494114, }
json_stats: {"epoch": 295, "elapsed": 0.6048384610330686, "loss": 1.8937544818552505, }
json_stats: {"epoch": 296, "elapsed": 0.6084791980683804, "loss": 1.890921930310233, }
json_stats: {"epoch": 297, "elapsed": 0.6344500289997086, "loss": 1.8937463722374333, }
json_stats: {"epoch": 298, "elapsed": 0.6046056209597737, "loss": 1.8921264860586018, }
json_stats: {"epoch": 199, "elapsed": 0.6082221780670807, "loss": 1.8930180303558244, "sqnorm_min": 0.9146830007222493, "sqnorm_avg": 0.9910041670858435, "sqnorm_max": 0.9999635941551086, "mean_rank": 12.93241410488246, "map_rank": 0.8510004200393645, "best": true}
json_stats: {"epoch": 300, "elapsed": 0.5997412870638072, "loss": 1.893873514074409, }
json_stats: {"epoch": 301, "elapsed": 0.6555808329721913, "loss": 1.8939502192378073, }
json_stats: {"epoch": 302, "elapsed": 0.6308905930491164, "loss": 1.8920677457269595, }
json_stats: {"epoch": 303, "elapsed": 0.6000986569561064, "loss": 1.8939491851722599, }
json_stats: {"epoch": 304, "elapsed": 0.61412060004659, "loss": 1.8942591039365944, }
json_stats: {"epoch": 305, "elapsed": 0.6033667230512947, "loss": 1.8934141403581783, }
json_stats: {"epoch": 306, "elapsed": 0.6083412150619552, "loss": 1.894112137639064, }
json_stats: {"epoch": 307, "elapsed": 0.6607898160582408, "loss": 1.8929579892057165, }
json_stats: {"epoch": 308, "elapsed": 0.6078682689694688, "loss": 1.8948741464887202, }
json_stats: {"epoch": 309, "elapsed": 0.607212167000398, "loss": 1.8927400613609398, }
json_stats: {"epoch": 310, "elapsed": 0.6128081750357524, "loss": 1.8907719671945837, }
json_stats: {"epoch": 311, "elapsed": 0.6694168740650639, "loss": 1.8922484834758613, }
json_stats: {"epoch": 312, "elapsed": 0.6856309219729155, "loss": 1.8941936744974963, }
json_stats: {"epoch": 313, "elapsed": 0.6045120110502467, "loss": 1.8965928252803865, }
json_stats: {"epoch": 314, "elapsed": 0.614206106052734, "loss": 1.8933757053508904, }
json_stats: {"epoch": 315, "elapsed": 0.6211213370552287, "loss": 1.8940368921243023, }
json_stats: {"epoch": 316, "elapsed": 0.6051849179202691, "loss": 1.8929657880032669, }
json_stats: {"epoch": 317, "elapsed": 0.6034734270069748, "loss": 1.89230806745176, }
json_stats: {"epoch": 318, "elapsed": 0.6033650499302894, "loss": 1.8925672754937986, }
json_stats: {"epoch": 319, "elapsed": 0.6021691489731893, "loss": 1.892903170473875, }
json_stats: {"epoch": 320, "elapsed": 0.6016397470375523, "loss": 1.8932455596487152, }
json_stats: {"epoch": 321, "elapsed": 0.61318906606175, "loss": 1.8942031113542643, }
json_stats: {"epoch": 322, "elapsed": 0.6049629710614681, "loss": 1.8953846323620678, }
json_stats: {"epoch": 323, "elapsed": 0.6252121709985659, "loss": 1.8926674552193503, }
json_stats: {"epoch": 324, "elapsed": 0.5991082700202242, "loss": 1.8933658761018326, }
json_stats: {"epoch": 325, "elapsed": 0.6087092240341008, "loss": 1.8927855245905185, }
json_stats: {"epoch": 326, "elapsed": 0.6185560430167243, "loss": 1.8948246687155288, }
json_stats: {"epoch": 327, "elapsed": 0.6014639140339568, "loss": 1.8925250725174227, }
json_stats: {"epoch": 328, "elapsed": 0.6069990309188142, "loss": 1.8941551586984107, }
json_stats: {"epoch": 329, "elapsed": 0.6146904740016907, "loss": 1.8919823014692012, }
json_stats: {"epoch": 330, "elapsed": 0.613997561042197, "loss": 1.89354858305402, }
json_stats: {"epoch": 331, "elapsed": 0.6451407730346546, "loss": 1.8933225883596105, }
json_stats: {"epoch": 332, "elapsed": 0.6065689770039171, "loss": 1.8931276176236778, }
json_stats: {"epoch": 333, "elapsed": 0.6119342379970476, "loss": 1.8944774539231075, }
json_stats: {"epoch": 334, "elapsed": 0.6226248779566959, "loss": 1.893866826445326, }
json_stats: {"epoch": 335, "elapsed": 0.6567764549981803, "loss": 1.8913987375576888, }
json_stats: {"epoch": 336, "elapsed": 0.6084213790018111, "loss": 1.8933337854584347, }
json_stats: {"epoch": 337, "elapsed": 0.604649072047323, "loss": 1.8927522452814691, }
json_stats: {"epoch": 338, "elapsed": 0.6465931599959731, "loss": 1.8928557994208313, }
json_stats: {"epoch": 339, "elapsed": 0.654471214977093, "loss": 1.8938316854257102, }
json_stats: {"epoch": 340, "elapsed": 0.6811536210589111, "loss": 1.8905162425061601, }
json_stats: {"epoch": 341, "elapsed": 0.6454893701011315, "loss": 1.8931249805962587, }
json_stats: {"epoch": 342, "elapsed": 0.77092574397102, "loss": 1.8932490443378882, }
json_stats: {"epoch": 343, "elapsed": 0.6842257179087028, "loss": 1.892480908081561, }
json_stats: {"epoch": 344, "elapsed": 0.7147684859810397, "loss": 1.8946006408711542, }
json_stats: {"epoch": 345, "elapsed": 0.7004959830082953, "loss": 1.8917239252129723, }
json_stats: {"epoch": 346, "elapsed": 0.6199067190755159, "loss": 1.894523491787345, }
json_stats: {"epoch": 347, "elapsed": 0.6409748629666865, "loss": 1.8946139698394466, }
json_stats: {"epoch": 348, "elapsed": 0.6324385299813002, "loss": 1.8921418444566456, }
json_stats: {"epoch": 349, "elapsed": 0.6530506788985804, "loss": 1.891346003774528, }
json_stats: {"epoch": 350, "elapsed": 0.600154314073734, "loss": 1.8905074679686362, }
json_stats: {"epoch": 351, "elapsed": 0.6008146399399266, "loss": 1.8939392643271826, }
json_stats: {"epoch": 352, "elapsed": 0.6033335159299895, "loss": 1.8941081809281433, }
json_stats: {"epoch": 353, "elapsed": 0.6432496679481119, "loss": 1.8914639320850604, }
json_stats: {"epoch": 354, "elapsed": 0.6403869549976662, "loss": 1.894738571819899, }
json_stats: {"epoch": 355, "elapsed": 0.6486496389843524, "loss": 1.8931896547452265, }
json_stats: {"epoch": 356, "elapsed": 0.6652491659624502, "loss": 1.8929599553823777, }
json_stats: {"epoch": 357, "elapsed": 0.6156789509113878, "loss": 1.8928132835221447, }
json_stats: {"epoch": 358, "elapsed": 0.6478052349993959, "loss": 1.8919689448322772, }
json_stats: {"epoch": 359, "elapsed": 0.6145992710953578, "loss": 1.8914702631125653, }
json_stats: {"epoch": 360, "elapsed": 0.6018807019572705, "loss": 1.8925499673121293, }
json_stats: {"epoch": 361, "elapsed": 0.6508936249883845, "loss": 1.8926488776602193, }
json_stats: {"epoch": 362, "elapsed": 0.6613915489288047, "loss": 1.894523494676665, }
json_stats: {"epoch": 363, "elapsed": 0.673319173976779, "loss": 1.8920454959893396, }
json_stats: {"epoch": 364, "elapsed": 0.722238952992484, "loss": 1.8940188537417744, }
json_stats: {"epoch": 365, "elapsed": 0.6190187389729545, "loss": 1.8923219755226397, }
json_stats: {"epoch": 366, "elapsed": 0.5976408259011805, "loss": 1.892716196844281, }
json_stats: {"epoch": 367, "elapsed": 0.5990285649895668, "loss": 1.892304601840223, }
json_stats: {"epoch": 368, "elapsed": 0.6152330149197951, "loss": 1.8925125016082385, }
json_stats: {"epoch": 369, "elapsed": 0.5988229040522128, "loss": 1.8951243058666787, }
json_stats: {"epoch": 370, "elapsed": 0.6001623430056497, "loss": 1.8943591233395587, }
json_stats: {"epoch": 371, "elapsed": 0.617201535962522, "loss": 1.8946145547202071, }
json_stats: {"epoch": 372, "elapsed": 0.6712017540121451, "loss": 1.8913091802934714, }
json_stats: {"epoch": 373, "elapsed": 0.6419823670294136, "loss": 1.8944949737069665, }
json_stats: {"epoch": 374, "elapsed": 0.6291622360004112, "loss": 1.8929610814526134, }
json_stats: {"epoch": 375, "elapsed": 0.668895062059164, "loss": 1.8927439527286356, }
json_stats: {"epoch": 376, "elapsed": 0.610735013964586, "loss": 1.8911580188111836, }
json_stats: {"epoch": 377, "elapsed": 0.6257584169507027, "loss": 1.8931863212417843, }
json_stats: {"epoch": 378, "elapsed": 0.6498904729960486, "loss": 1.8936240417621466, }
json_stats: {"epoch": 379, "elapsed": 0.6244412750238553, "loss": 1.8944322621904408, }
json_stats: {"epoch": 380, "elapsed": 0.6170711980666965, "loss": 1.8930985121197246, }
json_stats: {"epoch": 381, "elapsed": 0.6001434469362721, "loss": 1.8915448678080793, }
json_stats: {"epoch": 382, "elapsed": 0.5964742139913142, "loss": 1.8915246823653302, }
json_stats: {"epoch": 383, "elapsed": 0.631978036952205, "loss": 1.890605052170594, }
json_stats: {"epoch": 384, "elapsed": 0.6004956950200722, "loss": 1.8927754923046156, }
json_stats: {"epoch": 385, "elapsed": 0.6644262539921328, "loss": 1.8936776332714533, }
json_stats: {"epoch": 386, "elapsed": 0.596700323978439, "loss": 1.8925349962234688, }
json_stats: {"epoch": 387, "elapsed": 0.5966510870493948, "loss": 1.8925603411242495, }
json_stats: {"epoch": 388, "elapsed": 0.6669616759754717, "loss": 1.8924957643457543, }
json_stats: {"epoch": 389, "elapsed": 0.5942051449092105, "loss": 1.8958802780340007, }
json_stats: {"epoch": 390, "elapsed": 0.6183151520090178, "loss": 1.894987994065306, }
json_stats: {"epoch": 391, "elapsed": 0.5938817609567195, "loss": 1.8943569104804308, }
json_stats: {"epoch": 392, "elapsed": 0.635366854025051, "loss": 1.8920138979276653, }
json_stats: {"epoch": 393, "elapsed": 0.6623243320500478, "loss": 1.8913891097620887, }
json_stats: {"epoch": 394, "elapsed": 0.5954351510154083, "loss": 1.8915373305025487, }
json_stats: {"epoch": 395, "elapsed": 0.6111279350006953, "loss": 1.8933077931463485, }
json_stats: {"epoch": 396, "elapsed": 0.6065875770291314, "loss": 1.891736343775707, }
json_stats: {"epoch": 397, "elapsed": 0.6409494508989155, "loss": 1.8929498283336132, }
json_stats: {"epoch": 398, "elapsed": 0.6577398469671607, "loss": 1.8930777565284167, }
json_stats: {"epoch": 299, "elapsed": 0.6181492600589991, "loss": 1.8924227803594253, "sqnorm_min": 0.943414378211711, "sqnorm_avg": 0.9941662995446819, "sqnorm_max": 0.9999772777358042, "mean_rank": 12.948146473779385, "map_rank": 0.8508476031255717, "best": true}
json_stats: {"epoch": 400, "elapsed": 0.6098057330818847, "loss": 1.8941029818109996, }
json_stats: {"epoch": 401, "elapsed": 0.603601768030785, "loss": 1.8929544489345331, }
json_stats: {"epoch": 402, "elapsed": 0.6468633780023083, "loss": 1.893564723092328, }
json_stats: {"epoch": 403, "elapsed": 0.5991350009571761, "loss": 1.8934470244594535, }
json_stats: {"epoch": 404, "elapsed": 0.6012754749972373, "loss": 1.8920569169951316, }
json_stats: {"epoch": 405, "elapsed": 0.5968051159288734, "loss": 1.8939116773235862, }
json_stats: {"epoch": 406, "elapsed": 0.6285149870673195, "loss": 1.8914768717849368, }
json_stats: {"epoch": 407, "elapsed": 0.6028969930484891, "loss": 1.8921703151733116, }
json_stats: {"epoch": 408, "elapsed": 0.6003076259512454, "loss": 1.8913050200900487, }
json_stats: {"epoch": 409, "elapsed": 0.6004995160037652, "loss": 1.8915616230426398, }
json_stats: {"epoch": 410, "elapsed": 0.6003471140284091, "loss": 1.8922763593096996, }
json_stats: {"epoch": 411, "elapsed": 0.6085412930697203, "loss": 1.8930128856063877, }
json_stats: {"epoch": 412, "elapsed": 0.5986480329884216, "loss": 1.8932698241619206, }
json_stats: {"epoch": 413, "elapsed": 0.5958375938935205, "loss": 1.893005510642401, }
json_stats: {"epoch": 414, "elapsed": 0.6499100549845025, "loss": 1.892475549749509, }
json_stats: {"epoch": 415, "elapsed": 0.5972100090002641, "loss": 1.892281863791993, }
json_stats: {"epoch": 416, "elapsed": 0.5950900349998847, "loss": 1.8929192312673517, }
json_stats: {"epoch": 417, "elapsed": 0.6042521379422396, "loss": 1.8916163212690837, }
json_stats: {"epoch": 418, "elapsed": 0.6015158740337938, "loss": 1.8922395350254102, }
json_stats: {"epoch": 419, "elapsed": 0.6448215079726651, "loss": 1.8918312899442338, }
json_stats: {"epoch": 420, "elapsed": 0.6059725509257987, "loss": 1.892307886888656, }
json_stats: {"epoch": 421, "elapsed": 0.6255841669626534, "loss": 1.8910739828478822, }
json_stats: {"epoch": 422, "elapsed": 0.6586609990336001, "loss": 1.891421368647025, }
json_stats: {"epoch": 423, "elapsed": 0.6183877029689029, "loss": 1.8938560662904642, }
json_stats: {"epoch": 424, "elapsed": 0.5946148800430819, "loss": 1.8935136647494775, }
json_stats: {"epoch": 425, "elapsed": 0.6010607769712806, "loss": 1.8917935026762243, }
json_stats: {"epoch": 426, "elapsed": 0.6000025030225515, "loss": 1.8930182651617484, }
json_stats: {"epoch": 427, "elapsed": 0.6057434160029516, "loss": 1.892098880097381, }
json_stats: {"epoch": 428, "elapsed": 0.6833458530018106, "loss": 1.8917915220117192, }
json_stats: {"epoch": 429, "elapsed": 0.6408319110050797, "loss": 1.8924263796837033, }
json_stats: {"epoch": 430, "elapsed": 0.6141179379774258, "loss": 1.8929582654594135, }
json_stats: {"epoch": 431, "elapsed": 0.6098123610718176, "loss": 1.8936166877739475, }
json_stats: {"epoch": 432, "elapsed": 0.7105326029704884, "loss": 1.89266824816012, }
json_stats: {"epoch": 433, "elapsed": 0.6174609699519351, "loss": 1.8916980458816597, }
json_stats: {"epoch": 434, "elapsed": 0.6032095319824293, "loss": 1.8932462268060926, }
json_stats: {"epoch": 435, "elapsed": 0.602590344962664, "loss": 1.8910099238217055, }
json_stats: {"epoch": 436, "elapsed": 0.6627243709517643, "loss": 1.8942767149337552, }
json_stats: {"epoch": 437, "elapsed": 0.6068642989266664, "loss": 1.8936096773092213, }
json_stats: {"epoch": 438, "elapsed": 0.6455796839436516, "loss": 1.8942934730341952, }
json_stats: {"epoch": 439, "elapsed": 0.6462776989210397, "loss": 1.8929312391118094, }
json_stats: {"epoch": 440, "elapsed": 0.6253668020945042, "loss": 1.8915818999587146, }
json_stats: {"epoch": 441, "elapsed": 0.6369248229311779, "loss": 1.8937834456885099, }
json_stats: {"epoch": 442, "elapsed": 0.6750133639434353, "loss": 1.8941105413555588, }
json_stats: {"epoch": 443, "elapsed": 0.6319883830146864, "loss": 1.8921875140067936, }
json_stats: {"epoch": 444, "elapsed": 0.60447604698129, "loss": 1.8930674510879357, }
json_stats: {"epoch": 445, "elapsed": 0.605332747916691, "loss": 1.8931727972684955, }
json_stats: {"epoch": 446, "elapsed": 0.5946501300204545, "loss": 1.8940132873273317, }
json_stats: {"epoch": 447, "elapsed": 0.6532676469068974, "loss": 1.8938652805985485, }
json_stats: {"epoch": 448, "elapsed": 0.6500561609864235, "loss": 1.894008043113219, }
json_stats: {"epoch": 449, "elapsed": 0.6063965829089284, "loss": 1.8915521354125582, }
json_stats: {"epoch": 450, "elapsed": 0.6190318920416757, "loss": 1.8916395409596016, }
json_stats: {"epoch": 451, "elapsed": 0.6107189430622384, "loss": 1.8937411347501503, }
json_stats: {"epoch": 452, "elapsed": 0.6597578059881926, "loss": 1.8931207179856753, }
json_stats: {"epoch": 453, "elapsed": 0.6185175739228725, "loss": 1.892180869975514, }
json_stats: {"epoch": 454, "elapsed": 0.6123892570612952, "loss": 1.890917760413892, }
json_stats: {"epoch": 455, "elapsed": 0.6008570459671319, "loss": 1.894166593729401, }
json_stats: {"epoch": 456, "elapsed": 0.6126344799995422, "loss": 1.8912989200064692, }
json_stats: {"epoch": 457, "elapsed": 0.6054491429822519, "loss": 1.8931031470184458, }
json_stats: {"epoch": 458, "elapsed": 0.6065512829227373, "loss": 1.8911580037545224, }
json_stats: {"epoch": 459, "elapsed": 0.6005723109701648, "loss": 1.8936172268522689, }
json_stats: {"epoch": 460, "elapsed": 0.6672303279628977, "loss": 1.8908699782557774, }
json_stats: {"epoch": 461, "elapsed": 0.6644599690334871, "loss": 1.892372261899713, }
json_stats: {"epoch": 462, "elapsed": 0.6104158429661766, "loss": 1.892954030136819, }
json_stats: {"epoch": 463, "elapsed": 0.6109383490402251, "loss": 1.89128427516059, }
json_stats: {"epoch": 464, "elapsed": 0.6216442959848791, "loss": 1.892687079361917, }
json_stats: {"epoch": 465, "elapsed": 0.6119758679997176, "loss": 1.8905460109775702, }
json_stats: {"epoch": 466, "elapsed": 0.6235677889781073, "loss": 1.8928779899579748, }
json_stats: {"epoch": 467, "elapsed": 0.6530495840124786, "loss": 1.8917187532654782, }
json_stats: {"epoch": 468, "elapsed": 0.6256699659861624, "loss": 1.8909162362532672, }
json_stats: {"epoch": 469, "elapsed": 0.6080613359808922, "loss": 1.8956360696408616, }
json_stats: {"epoch": 470, "elapsed": 0.6096604439662769, "loss": 1.8923783693143896, }
json_stats: {"epoch": 471, "elapsed": 0.6008303730050102, "loss": 1.8939088184485469, }
json_stats: {"epoch": 472, "elapsed": 0.606668227002956, "loss": 1.891930891942709, }
json_stats: {"epoch": 473, "elapsed": 0.602637825999409, "loss": 1.8938207633319697, }
json_stats: {"epoch": 474, "elapsed": 0.6064451859565452, "loss": 1.8926328837675508, }
json_stats: {"epoch": 475, "elapsed": 0.7034171600826085, "loss": 1.8923265950171744, }
json_stats: {"epoch": 476, "elapsed": 0.6444798330776393, "loss": 1.896383449289133, }
json_stats: {"epoch": 477, "elapsed": 0.6117581960279495, "loss": 1.893721976870949, }
json_stats: {"epoch": 478, "elapsed": 0.6188873560167849, "loss": 1.8935049997856213, }
json_stats: {"epoch": 479, "elapsed": 0.64452856592834, "loss": 1.8944515747842354, }
json_stats: {"epoch": 480, "elapsed": 0.6781937699997798, "loss": 1.8927829541294887, }
json_stats: {"epoch": 481, "elapsed": 0.6342723909765482, "loss": 1.892315433469329, }
json_stats: {"epoch": 482, "elapsed": 0.6300069559365511, "loss": 1.8926564294627688, }
json_stats: {"epoch": 483, "elapsed": 0.6457817261107266, "loss": 1.8940001968877647, }
json_stats: {"epoch": 484, "elapsed": 0.5982839990174398, "loss": 1.8951072471245336, }
json_stats: {"epoch": 485, "elapsed": 0.6032073540845886, "loss": 1.8907568044064529, }
json_stats: {"epoch": 486, "elapsed": 0.5921542959986255, "loss": 1.8910069201132689, }
json_stats: {"epoch": 487, "elapsed": 0.688400655053556, "loss": 1.8926251160860001, }
json_stats: {"epoch": 488, "elapsed": 0.6019253410631791, "loss": 1.8919841553665409, }
json_stats: {"epoch": 489, "elapsed": 0.6005645170807838, "loss": 1.8936802237197197, }
json_stats: {"epoch": 490, "elapsed": 0.6243691490963101, "loss": 1.8915402036609625, }
json_stats: {"epoch": 491, "elapsed": 0.5955353259341791, "loss": 1.8936322375517678, }
json_stats: {"epoch": 492, "elapsed": 0.5933504400309175, "loss": 1.892846460212216, }
json_stats: {"epoch": 493, "elapsed": 0.6007135300897062, "loss": 1.8914712098175113, }
json_stats: {"epoch": 494, "elapsed": 0.5953002859605476, "loss": 1.891294685927597, }
json_stats: {"epoch": 495, "elapsed": 0.6015097899362445, "loss": 1.8925757123078109, }
json_stats: {"epoch": 496, "elapsed": 0.6067833310225978, "loss": 1.8948213711385815, }
json_stats: {"epoch": 497, "elapsed": 0.6043794039869681, "loss": 1.892363560322106, }
json_stats: {"epoch": 498, "elapsed": 0.6214735829271376, "loss": 1.8922278647953676, }
json_stats: {"epoch": 399, "elapsed": 0.6123631920199841, "loss": 1.8927806160208551, "sqnorm_min": 0.9588244866104072, "sqnorm_avg": 0.9958717610473369, "sqnorm_max": 0.9999842927889967, "mean_rank": 12.960578661844485, "map_rank": 0.8505823941022976, "best": false}
json_stats: {"epoch": 500, "elapsed": 0.5999388589989394, "loss": 1.8922638800535314, }
json_stats: {"epoch": 501, "elapsed": 0.600400393945165, "loss": 1.8924562117368697, }
json_stats: {"epoch": 502, "elapsed": 0.5984427049988881, "loss": 1.8925825107835685, }
json_stats: {"epoch": 503, "elapsed": 0.6277775190537795, "loss": 1.8924373502110516, }
json_stats: {"epoch": 504, "elapsed": 0.6038026760797948, "loss": 1.8914672899286846, }
json_stats: {"epoch": 505, "elapsed": 0.60313088609837, "loss": 1.8923148866969155, }
json_stats: {"epoch": 506, "elapsed": 0.6025469389278442, "loss": 1.8924413529933546, }
json_stats: {"epoch": 507, "elapsed": 0.6043860689969733, "loss": 1.892594081465928, }
json_stats: {"epoch": 508, "elapsed": 0.5959987170062959, "loss": 1.893071325909427, }
json_stats: {"epoch": 509, "elapsed": 0.5977768220473081, "loss": 1.893834032273007, }
json_stats: {"epoch": 510, "elapsed": 0.5939316169824451, "loss": 1.892255153608451, }
json_stats: {"epoch": 511, "elapsed": 0.5965174599550664, "loss": 1.891798592525163, }
json_stats: {"epoch": 512, "elapsed": 0.5953976700548083, "loss": 1.8929095943023586, }
json_stats: {"epoch": 513, "elapsed": 0.6130876749521121, "loss": 1.8919808754985852, }
json_stats: {"epoch": 514, "elapsed": 0.5963054749881849, "loss": 1.8933587628766808, }
json_stats: {"epoch": 515, "elapsed": 0.594978548004292, "loss": 1.8924158641495832, }
json_stats: {"epoch": 516, "elapsed": 0.5975659439573064, "loss": 1.8942158534672642, }
json_stats: {"epoch": 517, "elapsed": 0.5909792489837855, "loss": 1.8907295263263375, }
json_stats: {"epoch": 518, "elapsed": 0.5940975300036371, "loss": 1.893112726384185, }
json_stats: {"epoch": 519, "elapsed": 0.6217944410163909, "loss": 1.8927439512516155, }
json_stats: {"epoch": 520, "elapsed": 0.5967100949492306, "loss": 1.8921345166449834, }
json_stats: {"epoch": 521, "elapsed": 0.5926791080273688, "loss": 1.8934610533010434, }
json_stats: {"epoch": 522, "elapsed": 0.5932458778843284, "loss": 1.8933033828857084, }
json_stats: {"epoch": 523, "elapsed": 0.5938451240072027, "loss": 1.8936576439123847, }
json_stats: {"epoch": 524, "elapsed": 0.60457604797557, "loss": 1.89520002422302, }
json_stats: {"epoch": 525, "elapsed": 0.599627526011318, "loss": 1.8919822970232318, }
json_stats: {"epoch": 526, "elapsed": 0.5959313889034092, "loss": 1.8912910709747146, }
json_stats: {"epoch": 527, "elapsed": 0.593566054943949, "loss": 1.891259740778947, }
json_stats: {"epoch": 528, "elapsed": 0.5963428230024874, "loss": 1.8945440732296157, }
json_stats: {"epoch": 529, "elapsed": 0.5939557290403172, "loss": 1.892682309598163, }
json_stats: {"epoch": 530, "elapsed": 0.5937124720076099, "loss": 1.8938720359710928, }
json_stats: {"epoch": 531, "elapsed": 0.6171480640769005, "loss": 1.8918436398975877, }
json_stats: {"epoch": 532, "elapsed": 0.5914357180008665, "loss": 1.8945291373421598, }
json_stats: {"epoch": 533, "elapsed": 0.5973154860548675, "loss": 1.8922460037529156, }
json_stats: {"epoch": 534, "elapsed": 0.5923347050556913, "loss": 1.8945310500230899, }
json_stats: {"epoch": 535, "elapsed": 0.5949092219816521, "loss": 1.8924639155970215, }
json_stats: {"epoch": 536, "elapsed": 0.597631262964569, "loss": 1.892178891208861, }
json_stats: {"epoch": 537, "elapsed": 0.6012080180225894, "loss": 1.8927058825714564, }
json_stats: {"epoch": 538, "elapsed": 0.5993265580618754, "loss": 1.8933154837022153, }
json_stats: {"epoch": 539, "elapsed": 0.5991493759211153, "loss": 1.8927419102434933, }
json_stats: {"epoch": 540, "elapsed": 0.603958860039711, "loss": 1.8916862077190177, }
json_stats: {"epoch": 541, "elapsed": 0.6008533090353012, "loss": 1.8937877085753516, }
json_stats: {"epoch": 542, "elapsed": 0.6096491020871326, "loss": 1.893850096164997, }
json_stats: {"epoch": 543, "elapsed": 0.588761835009791, "loss": 1.8922835843034773, }
json_stats: {"epoch": 544, "elapsed": 0.5885292839957401, "loss": 1.891836499270251, }
json_stats: {"epoch": 545, "elapsed": 0.5867341599659994, "loss": 1.8951110648434217, }
json_stats: {"epoch": 546, "elapsed": 0.590469966060482, "loss": 1.890890093815525, }
json_stats: {"epoch": 547, "elapsed": 0.5896397820906714, "loss": 1.8924180972399955, }
json_stats: {"epoch": 548, "elapsed": 0.5932107219705358, "loss": 1.8945828808118754, }
json_stats: {"epoch": 549, "elapsed": 0.5923989060102031, "loss": 1.8959267871487395, }
json_stats: {"epoch": 550, "elapsed": 0.5910987469833344, "loss": 1.8919971175645067, }
json_stats: {"epoch": 551, "elapsed": 0.5916861270088702, "loss": 1.8911702039586502, }
json_stats: {"epoch": 552, "elapsed": 0.5910631860606372, "loss": 1.8914131179356062, }
json_stats: {"epoch": 553, "elapsed": 0.5921541010029614, "loss": 1.8937380225036549, }
json_stats: {"epoch": 554, "elapsed": 0.5974007430486381, "loss": 1.8918337268180805, }
json_stats: {"epoch": 555, "elapsed": 0.602507445961237, "loss": 1.8925395080357361, }
json_stats: {"epoch": 556, "elapsed": 0.5934976879507303, "loss": 1.8919043471641046, }
json_stats: {"epoch": 557, "elapsed": 0.59362635796424, "loss": 1.8925679747858801, }
json_stats: {"epoch": 558, "elapsed": 0.5951478959759697, "loss": 1.8913123469963649, }
json_stats: {"epoch": 559, "elapsed": 0.5924989760387689, "loss": 1.89197809211447, }
json_stats: {"epoch": 560, "elapsed": 0.6100155480671674, "loss": 1.8935786735262854, }
json_stats: {"epoch": 561, "elapsed": 0.6042263510171324, "loss": 1.8908724436503266, }
json_stats: {"epoch": 562, "elapsed": 0.6044274889864028, "loss": 1.8914680114924727, }
json_stats: {"epoch": 563, "elapsed": 0.6049547870643437, "loss": 1.893486487141999, }
json_stats: {"epoch": 564, "elapsed": 0.6014573130523786, "loss": 1.8927887742050853, }
json_stats: {"epoch": 565, "elapsed": 0.6069463440217078, "loss": 1.8906681573307653, }
json_stats: {"epoch": 566, "elapsed": 0.6002583400113508, "loss": 1.8933378940363197, }
json_stats: {"epoch": 567, "elapsed": 0.6018504198873416, "loss": 1.8918197915545298, }
json_stats: {"epoch": 568, "elapsed": 0.6031592199578881, "loss": 1.889289479379944, }
json_stats: {"epoch": 569, "elapsed": 0.5998739619972184, "loss": 1.8928881437812286, }
json_stats: {"epoch": 570, "elapsed": 0.5935350039508194, "loss": 1.8935177622156834, }
json_stats: {"epoch": 571, "elapsed": 0.598076562047936, "loss": 1.8940531512528618, }
json_stats: {"epoch": 572, "elapsed": 0.5957946620183066, "loss": 1.8937600891922854, }
json_stats: {"epoch": 573, "elapsed": 0.5961906349984929, "loss": 1.8899380362077585, }
json_stats: {"epoch": 574, "elapsed": 0.601501363911666, "loss": 1.8932796735363402, }
json_stats: {"epoch": 575, "elapsed": 0.5992082810262218, "loss": 1.892024957648553, }
json_stats: {"epoch": 576, "elapsed": 0.6000360960606486, "loss": 1.8935945037520296, }
json_stats: {"epoch": 577, "elapsed": 0.6005989629775286, "loss": 1.8913947562898972, }
json_stats: {"epoch": 578, "elapsed": 0.5984776390250772, "loss": 1.895070090838612, }
json_stats: {"epoch": 579, "elapsed": 0.6028341599740088, "loss": 1.8939069571917757, }
json_stats: {"epoch": 580, "elapsed": 0.6052701700245962, "loss": 1.8938617793995274, }
json_stats: {"epoch": 581, "elapsed": 0.6039117730688304, "loss": 1.893743297243756, }
json_stats: {"epoch": 582, "elapsed": 0.6173969520023093, "loss": 1.8930519781930277, }
json_stats: {"epoch": 583, "elapsed": 0.5918966309400275, "loss": 1.8934825217532794, }
json_stats: {"epoch": 584, "elapsed": 0.5979610630311072, "loss": 1.8917568249267689, }
json_stats: {"epoch": 585, "elapsed": 0.5956795290112495, "loss": 1.8928493100443102, }
json_stats: {"epoch": 586, "elapsed": 0.5965276520000771, "loss": 1.8949514556425155, }
json_stats: {"epoch": 587, "elapsed": 0.5942168040201068, "loss": 1.8940319022127416, }
json_stats: {"epoch": 588, "elapsed": 0.5944116930477321, "loss": 1.8908502833196184, }
json_stats: {"epoch": 589, "elapsed": 0.601099914056249, "loss": 1.8926183539199604, }
json_stats: {"epoch": 590, "elapsed": 0.5980121979955584, "loss": 1.8928315629967332, }
json_stats: {"epoch": 591, "elapsed": 0.5970954860094935, "loss": 1.8926640727068649, }
json_stats: {"epoch": 592, "elapsed": 0.611218809033744, "loss": 1.8919976924091508, }
json_stats: {"epoch": 593, "elapsed": 0.6055887619731948, "loss": 1.8912253270123254, }
json_stats: {"epoch": 594, "elapsed": 0.6026970609091222, "loss": 1.8935761582496444, }
json_stats: {"epoch": 595, "elapsed": 0.6031339230248705, "loss": 1.8929853302516944, }
json_stats: {"epoch": 596, "elapsed": 0.6007280990015715, "loss": 1.8922658023810226, }
json_stats: {"epoch": 597, "elapsed": 0.6236978829838336, "loss": 1.893167967895701, }
json_stats: {"epoch": 598, "elapsed": 0.6358861960470676, "loss": 1.8914279163739975, }
json_stats: {"epoch": 499, "elapsed": 0.5942523990524933, "loss": 1.8932728630965652, "sqnorm_min": 0.9698201425151274, "sqnorm_avg": 0.9969611255022494, "sqnorm_max": 0.9999885152874078, "mean_rank": 12.956916817359856, "map_rank": 0.850539668539927, "best": false}
json_stats: {"epoch": 600, "elapsed": 0.612754442030564, "loss": 1.8899731645959432, }
json_stats: {"epoch": 601, "elapsed": 0.5986432750942186, "loss": 1.892007205966654, }
json_stats: {"epoch": 602, "elapsed": 0.6000396109884605, "loss": 1.8917819729370808, }
json_stats: {"epoch": 603, "elapsed": 0.5933253549737856, "loss": 1.893613319481763, }
json_stats: {"epoch": 604, "elapsed": 0.5929038249887526, "loss": 1.89349447820295, }
json_stats: {"epoch": 605, "elapsed": 0.5955861369147897, "loss": 1.8922283536874753, }
json_stats: {"epoch": 606, "elapsed": 0.5891854680376127, "loss": 1.8923838535102115, }
json_stats: {"epoch": 607, "elapsed": 0.6460942550329491, "loss": 1.8934991539359127, }
json_stats: {"epoch": 608, "elapsed": 0.5949265679810196, "loss": 1.89328612412585, }
json_stats: {"epoch": 609, "elapsed": 0.5910869770450518, "loss": 1.8930200093014455, }
json_stats: {"epoch": 610, "elapsed": 0.646753700915724, "loss": 1.8922533938591208, }
json_stats: {"epoch": 611, "elapsed": 0.6351025650510564, "loss": 1.8927210590151722, }
json_stats: {"epoch": 612, "elapsed": 0.6188811430474743, "loss": 1.8921487074741787, }
json_stats: {"epoch": 613, "elapsed": 0.6194055210798979, "loss": 1.8932075863610474, }
json_stats: {"epoch": 614, "elapsed": 0.6514487600652501, "loss": 1.8917660873399258, }
json_stats: {"epoch": 615, "elapsed": 0.6261207680217922, "loss": 1.891162766103276, }
json_stats: {"epoch": 616, "elapsed": 0.6988507800269872, "loss": 1.8932158885324133, }
json_stats: {"epoch": 617, "elapsed": 0.6824990109307691, "loss": 1.89167549663064, }
json_stats: {"epoch": 618, "elapsed": 0.6754009149735793, "loss": 1.89114064128634, }
json_stats: {"epoch": 619, "elapsed": 0.6982228360138834, "loss": 1.8932446695301774, }
json_stats: {"epoch": 620, "elapsed": 0.6971573809860274, "loss": 1.8914733699496746, }
json_stats: {"epoch": 621, "elapsed": 0.6870714819524437, "loss": 1.8949199390132234, }
json_stats: {"epoch": 622, "elapsed": 0.6824328020447865, "loss": 1.892730357666328, }
json_stats: {"epoch": 623, "elapsed": 0.6122942770598456, "loss": 1.891312824727857, }
json_stats: {"epoch": 624, "elapsed": 0.5984058980830014, "loss": 1.8913229604147705, }
json_stats: {"epoch": 625, "elapsed": 0.6053598260041326, "loss": 1.8948090373198938, }
json_stats: {"epoch": 626, "elapsed": 0.5951338370796293, "loss": 1.8926590916848942, }
json_stats: {"epoch": 627, "elapsed": 0.5948038439964876, "loss": 1.8936868379653118, }
json_stats: {"epoch": 628, "elapsed": 0.5932341349544004, "loss": 1.8923639285311655, }
json_stats: {"epoch": 629, "elapsed": 0.5999942420748994, "loss": 1.8920878401015917, }
json_stats: {"epoch": 630, "elapsed": 0.6119526020484045, "loss": 1.8911992248649032, }
json_stats: {"epoch": 631, "elapsed": 0.6039250090252608, "loss": 1.8934732568773416, }
json_stats: {"epoch": 632, "elapsed": 0.6025370649294928, "loss": 1.8914850940307588, }
json_stats: {"epoch": 633, "elapsed": 0.6240343699464574, "loss": 1.8929977460523266, }
json_stats: {"epoch": 634, "elapsed": 0.595867249998264, "loss": 1.890714939569151, }
json_stats: {"epoch": 635, "elapsed": 0.5937512679956853, "loss": 1.8914853500079412, }
json_stats: {"epoch": 636, "elapsed": 0.6467237259494141, "loss": 1.8928815931300644, }
json_stats: {"epoch": 637, "elapsed": 0.6108668419765308, "loss": 1.8914228371581456, }
json_stats: {"epoch": 638, "elapsed": 0.6011370240012184, "loss": 1.8918114656560205, }
json_stats: {"epoch": 639, "elapsed": 0.5950291260378435, "loss": 1.893014366169405, }
json_stats: {"epoch": 640, "elapsed": 0.59746041696053, "loss": 1.8927023045731712, }
json_stats: {"epoch": 641, "elapsed": 0.6056023990968242, "loss": 1.893185433468913, }
json_stats: {"epoch": 642, "elapsed": 0.6240536690456793, "loss": 1.8922253646386344, }
json_stats: {"epoch": 643, "elapsed": 0.6063399839913473, "loss": 1.8923003278713284, }
json_stats: {"epoch": 644, "elapsed": 0.6173811539774761, "loss": 1.8917264023163483, }
json_stats: {"epoch": 645, "elapsed": 0.6153261800063774, "loss": 1.8913228985184551, }
json_stats: {"epoch": 646, "elapsed": 0.6052160520339385, "loss": 1.8915137622644198, }
json_stats: {"epoch": 647, "elapsed": 0.6101756299613044, "loss": 1.8916186943715996, }
json_stats: {"epoch": 648, "elapsed": 0.6150263050803915, "loss": 1.8910697928371043, }
json_stats: {"epoch": 649, "elapsed": 0.60427291598171, "loss": 1.8919097455832885, }
json_stats: {"epoch": 650, "elapsed": 0.6065992480143905, "loss": 1.8927903503453092, }
json_stats: {"epoch": 651, "elapsed": 0.6024032450513914, "loss": 1.8938779208370802, }
json_stats: {"epoch": 652, "elapsed": 0.6051953140413389, "loss": 1.8938006655394817, }
json_stats: {"epoch": 653, "elapsed": 0.6111135249957442, "loss": 1.8928451793359204, }
json_stats: {"epoch": 654, "elapsed": 0.6132495099445805, "loss": 1.8920463946928974, }
json_stats: {"epoch": 655, "elapsed": 0.6036741500720382, "loss": 1.8919511352731264, }
json_stats: {"epoch": 656, "elapsed": 0.6185829809401184, "loss": 1.8924156435924244, }
json_stats: {"epoch": 657, "elapsed": 0.602786443894729, "loss": 1.8918041194486237, }
json_stats: {"epoch": 658, "elapsed": 0.619010585010983, "loss": 1.893123656277283, }
json_stats: {"epoch": 659, "elapsed": 0.6055409649852663, "loss": 1.8922064770436715, }
json_stats: {"epoch": 660, "elapsed": 0.605703545967117, "loss": 1.8911239040744787, }
json_stats: {"epoch": 661, "elapsed": 0.5986074050888419, "loss": 1.8943615268205871, }
json_stats: {"epoch": 662, "elapsed": 0.6653617460979149, "loss": 1.8931236116024637, }
json_stats: {"epoch": 663, "elapsed": 0.8567299279384315, "loss": 1.8931396746866103, }
json_stats: {"epoch": 664, "elapsed": 0.6297266690526158, "loss": 1.891627007119423, }
json_stats: {"epoch": 665, "elapsed": 0.6228326640557498, "loss": 1.8938300012902682, }
json_stats: {"epoch": 666, "elapsed": 0.6315731999929994, "loss": 1.8920382232848125, }
json_stats: {"epoch": 667, "elapsed": 0.6126621209550649, "loss": 1.8942197677122579, }
json_stats: {"epoch": 668, "elapsed": 0.6089668000349775, "loss": 1.8902752613747857, }
json_stats: {"epoch": 669, "elapsed": 0.6709945100592449, "loss": 1.8915230361796378, }
json_stats: {"epoch": 670, "elapsed": 0.6036420550663024, "loss": 1.893521875375615, }
json_stats: {"epoch": 671, "elapsed": 0.5982232389505953, "loss": 1.8924699953072874, }
json_stats: {"epoch": 672, "elapsed": 0.6268569770036265, "loss": 1.8911260202989302, }
json_stats: {"epoch": 673, "elapsed": 0.6140817130217329, "loss": 1.8922403182545702, }
json_stats: {"epoch": 674, "elapsed": 0.6686402960913256, "loss": 1.8924487689391059, }
json_stats: {"epoch": 675, "elapsed": 0.6381752090528607, "loss": 1.8929924693739075, }
json_stats: {"epoch": 676, "elapsed": 0.6078880840213969, "loss": 1.8904843425533553, }
json_stats: {"epoch": 677, "elapsed": 0.6049937710631639, "loss": 1.8929119813302393, }
json_stats: {"epoch": 678, "elapsed": 0.6281289539765567, "loss": 1.8925945923989547, }
json_stats: {"epoch": 679, "elapsed": 0.5963464049855247, "loss": 1.8918849308051793, }
json_stats: {"epoch": 680, "elapsed": 0.6173612999264151, "loss": 1.8939030260555854, }
json_stats: {"epoch": 681, "elapsed": 0.6303102639503777, "loss": 1.8909567028327017, }
json_stats: {"epoch": 682, "elapsed": 0.6476875219959766, "loss": 1.8939746166978382, }
json_stats: {"epoch": 683, "elapsed": 0.6145873960340396, "loss": 1.892706162566995, }
json_stats: {"epoch": 684, "elapsed": 0.608693842892535, "loss": 1.891124724093902, }
json_stats: {"epoch": 685, "elapsed": 0.6203215820714831, "loss": 1.8948960505958024, }
json_stats: {"epoch": 686, "elapsed": 0.5990748460171744, "loss": 1.8917716533523457, }
json_stats: {"epoch": 687, "elapsed": 0.7069008949911222, "loss": 1.8923917873515501, }
json_stats: {"epoch": 688, "elapsed": 0.6075133089907467, "loss": 1.8930094660360068, }
json_stats: {"epoch": 689, "elapsed": 0.6038892320357263, "loss": 1.8928651696013896, }
json_stats: {"epoch": 690, "elapsed": 0.6067776329582557, "loss": 1.8923724921035654, }
json_stats: {"epoch": 691, "elapsed": 0.6004574639955536, "loss": 1.8928738826317477, }
json_stats: {"epoch": 692, "elapsed": 0.594356965040788, "loss": 1.8932883000767184, }
json_stats: {"epoch": 693, "elapsed": 0.6159740149741992, "loss": 1.893202283493328, }
json_stats: {"epoch": 694, "elapsed": 0.6172801550710574, "loss": 1.8927550153759287, }
json_stats: {"epoch": 695, "elapsed": 0.5991683780448511, "loss": 1.890860467509755, }
json_stats: {"epoch": 696, "elapsed": 0.6120750230038539, "loss": 1.8928977143064958, }
json_stats: {"epoch": 697, "elapsed": 0.6112502850592136, "loss": 1.8909929584474505, }
json_stats: {"epoch": 698, "elapsed": 0.6860106220701709, "loss": 1.89332055312842, }
json_stats: {"epoch": 599, "elapsed": 0.6153176290681586, "loss": 1.8943158223602297, "sqnorm_min": 0.9771448808260752, "sqnorm_avg": 0.9977191202698499, "sqnorm_max": 0.9999899000005774, "mean_rank": 12.975904159132007, "map_rank": 0.8504175220793486, "best": false}
json_stats: {"epoch": 700, "elapsed": 0.6012775601120666, "loss": 1.89337468145434, }
json_stats: {"epoch": 701, "elapsed": 0.6104444109369069, "loss": 1.8914244672537779, }
json_stats: {"epoch": 702, "elapsed": 0.6050295199966058, "loss": 1.8914195948396628, }
json_stats: {"epoch": 703, "elapsed": 0.6021157290088013, "loss": 1.8935771799707595, }
json_stats: {"epoch": 704, "elapsed": 0.641001716023311, "loss": 1.8914721925332894, }
json_stats: {"epoch": 705, "elapsed": 0.6030924590304494, "loss": 1.8905963601104976, }
json_stats: {"epoch": 706, "elapsed": 0.6035576639696956, "loss": 1.8931393883831857, }
json_stats: {"epoch": 707, "elapsed": 0.6157240610336885, "loss": 1.892922136392559, }
json_stats: {"epoch": 708, "elapsed": 0.6056410339660943, "loss": 1.8905419646399058, }
json_stats: {"epoch": 709, "elapsed": 0.61018472595606, "loss": 1.8958440799805842, }
json_stats: {"epoch": 710, "elapsed": 0.5939848920097575, "loss": 1.891486238231857, }
json_stats: {"epoch": 711, "elapsed": 0.5997295209672302, "loss": 1.894006973687101, }
json_stats: {"epoch": 712, "elapsed": 0.6102253489661962, "loss": 1.8949521651659818, }
json_stats: {"epoch": 713, "elapsed": 0.6140246570575982, "loss": 1.893813286368813, }
json_stats: {"epoch": 714, "elapsed": 0.6043642229633406, "loss": 1.8937201006909852, }
json_stats: {"epoch": 715, "elapsed": 0.6415210139239207, "loss": 1.8921223405888379, }
json_stats: {"epoch": 716, "elapsed": 0.6344528449699283, "loss": 1.8924855016913198, }
json_stats: {"epoch": 717, "elapsed": 0.6081820520339534, "loss": 1.8929519149831755, }
json_stats: {"epoch": 718, "elapsed": 0.5952890999615192, "loss": 1.891882498537982, }
json_stats: {"epoch": 719, "elapsed": 0.5968220080249012, "loss": 1.8932065183200137, }
json_stats: {"epoch": 720, "elapsed": 0.6008399260463193, "loss": 1.8947612136477516, }
json_stats: {"epoch": 721, "elapsed": 0.599965039989911, "loss": 1.892820008524258, }
json_stats: {"epoch": 722, "elapsed": 0.5996294759679586, "loss": 1.8935534374542125, }
json_stats: {"epoch": 723, "elapsed": 0.5967737309401855, "loss": 1.890631252170888, }
json_stats: {"epoch": 724, "elapsed": 0.6038487140322104, "loss": 1.8936682774267157, }
json_stats: {"epoch": 725, "elapsed": 0.6043088210280985, "loss": 1.892567287120018, }
json_stats: {"epoch": 726, "elapsed": 0.6659198340494186, "loss": 1.8933242587852412, }
json_stats: {"epoch": 727, "elapsed": 0.6011132020503283, "loss": 1.8919207809039331, }
json_stats: {"epoch": 728, "elapsed": 0.6130813090130687, "loss": 1.8936458003888637, }
json_stats: {"epoch": 729, "elapsed": 0.6142900589620695, "loss": 1.8914941701769725, }
json_stats: {"epoch": 730, "elapsed": 0.6550560429459438, "loss": 1.891704457302629, }
json_stats: {"epoch": 731, "elapsed": 0.6003010920248926, "loss": 1.8926277070505204, }
json_stats: {"epoch": 732, "elapsed": 0.6005194729659706, "loss": 1.8917207552122037, }
json_stats: {"epoch": 733, "elapsed": 0.5941551740979776, "loss": 1.8943796489959923, }
json_stats: {"epoch": 734, "elapsed": 0.5913334810175002, "loss": 1.8917212172425024, }
json_stats: {"epoch": 735, "elapsed": 0.5883466389495879, "loss": 1.893195554760553, }
json_stats: {"epoch": 736, "elapsed": 0.6025484879501164, "loss": 1.8920662837912046, }
json_stats: {"epoch": 737, "elapsed": 0.6124717859784141, "loss": 1.8909266587653817, }
json_stats: {"epoch": 738, "elapsed": 0.6152845619944856, "loss": 1.8915030182902606, }
json_stats: {"epoch": 739, "elapsed": 0.6101469289278612, "loss": 1.8916020033711816, }
json_stats: {"epoch": 740, "elapsed": 0.5970619790023193, "loss": 1.8913505560312196, }
json_stats: {"epoch": 741, "elapsed": 0.6020277120405808, "loss": 1.893721005332515, }
json_stats: {"epoch": 742, "elapsed": 0.5887348169926554, "loss": 1.8921283214306657, }
json_stats: {"epoch": 743, "elapsed": 0.5992954670218751, "loss": 1.8923212303744992, }
json_stats: {"epoch": 744, "elapsed": 0.601911065983586, "loss": 1.8943215343075956, }
json_stats: {"epoch": 745, "elapsed": 0.6038382580736652, "loss": 1.8930941106996593, }
json_stats: {"epoch": 746, "elapsed": 0.6003465260146186, "loss": 1.8935543258968615, }
json_stats: {"epoch": 747, "elapsed": 0.5932073860894889, "loss": 1.8925006720468571, }
json_stats: {"epoch": 748, "elapsed": 0.5925448309862986, "loss": 1.8927945049675485, }
json_stats: {"epoch": 749, "elapsed": 0.5929754569660872, "loss": 1.891478856546045, }
json_stats: {"epoch": 750, "elapsed": 0.5910760320257396, "loss": 1.8942153624439455, }
json_stats: {"epoch": 751, "elapsed": 0.5901954330038279, "loss": 1.893323636599511, }
json_stats: {"epoch": 752, "elapsed": 0.589558147941716, "loss": 1.892641384019162, }
json_stats: {"epoch": 753, "elapsed": 0.6095443640369922, "loss": 1.8939603947760786, }
json_stats: {"epoch": 754, "elapsed": 0.6024667609017342, "loss": 1.8895185818296347, }
json_stats: {"epoch": 755, "elapsed": 0.6056195549899712, "loss": 1.892170442431459, }
json_stats: {"epoch": 756, "elapsed": 0.6079971180297434, "loss": 1.8911727239830969, }
json_stats: {"epoch": 757, "elapsed": 0.6197660949546844, "loss": 1.892536680565585, }
json_stats: {"epoch": 758, "elapsed": 0.613499206956476, "loss": 1.8913459364189538, }
json_stats: {"epoch": 759, "elapsed": 0.6047998740104958, "loss": 1.8945176798551937, }
json_stats: {"epoch": 760, "elapsed": 0.6145098130218685, "loss": 1.891079972589971, }
json_stats: {"epoch": 761, "elapsed": 0.6049247999908403, "loss": 1.893710387765758, }
json_stats: {"epoch": 762, "elapsed": 0.620193712064065, "loss": 1.8938762451907416, }
json_stats: {"epoch": 763, "elapsed": 0.6016396010527387, "loss": 1.8920185586447, }
json_stats: {"epoch": 764, "elapsed": 0.601837772061117, "loss": 1.8935543474262007, }
json_stats: {"epoch": 765, "elapsed": 0.5986599539173767, "loss": 1.8925481585735768, }
json_stats: {"epoch": 766, "elapsed": 0.5973901440156624, "loss": 1.8919954756435322, }
json_stats: {"epoch": 767, "elapsed": 0.5878855559276417, "loss": 1.8931234867475462, }
json_stats: {"epoch": 768, "elapsed": 0.606251911027357, "loss": 1.8932576426737446, }
json_stats: {"epoch": 769, "elapsed": 0.6121897470438853, "loss": 1.8921349234226656, }
json_stats: {"epoch": 770, "elapsed": 0.6132361029740423, "loss": 1.8919712471957617, }
json_stats: {"epoch": 771, "elapsed": 0.5994439090136439, "loss": 1.893021402381791, }
json_stats: {"epoch": 772, "elapsed": 0.6033757789991796, "loss": 1.8909677485340655, }
json_stats: {"epoch": 773, "elapsed": 0.6271939208963886, "loss": 1.8919305607627146, }
json_stats: {"epoch": 774, "elapsed": 0.5912444930290803, "loss": 1.892482590553891, }
json_stats: {"epoch": 775, "elapsed": 0.6306008129613474, "loss": 1.8934275325649044, }
json_stats: {"epoch": 776, "elapsed": 0.6027414930285886, "loss": 1.8929518561346004, }
json_stats: {"epoch": 777, "elapsed": 0.5924269889947027, "loss": 1.8926446024008496, }
json_stats: {"epoch": 778, "elapsed": 0.5957931890152395, "loss": 1.8917715124349423, }
json_stats: {"epoch": 779, "elapsed": 0.5891143430490047, "loss": 1.8937403461779267, }
json_stats: {"epoch": 780, "elapsed": 0.5877433969872072, "loss": 1.8939366958942154, }
json_stats: {"epoch": 781, "elapsed": 0.5893856539623812, "loss": 1.8920103631805247, }
json_stats: {"epoch": 782, "elapsed": 0.5950786630855873, "loss": 1.8921887227965157, }
json_stats: {"epoch": 783, "elapsed": 0.6014682200038806, "loss": 1.8927021464591298, }
json_stats: {"epoch": 784, "elapsed": 0.6053449719911441, "loss": 1.894473418498884, }
json_stats: {"epoch": 785, "elapsed": 0.6019171220250428, "loss": 1.8920063371202436, }
json_stats: {"epoch": 786, "elapsed": 0.5949919390259311, "loss": 1.8914674136537875, }
json_stats: {"epoch": 787, "elapsed": 0.5907360869459808, "loss": 1.892226891544797, }
json_stats: {"epoch": 788, "elapsed": 0.6102558980928734, "loss": 1.893440864221997, }
json_stats: {"epoch": 789, "elapsed": 0.6029493759851903, "loss": 1.8931896178720664, }
json_stats: {"epoch": 790, "elapsed": 0.5977493410464376, "loss": 1.892889439332429, }
json_stats: {"epoch": 791, "elapsed": 0.5961746870307252, "loss": 1.8947366451133645, }
json_stats: {"epoch": 792, "elapsed": 0.6025586290052161, "loss": 1.8931008590909775, }
json_stats: {"epoch": 793, "elapsed": 0.5906378799118102, "loss": 1.8916239211599617, }
json_stats: {"epoch": 794, "elapsed": 0.5906137970741838, "loss": 1.89123752438371, }
json_stats: {"epoch": 795, "elapsed": 0.5944024890195578, "loss": 1.891902342083678, }
json_stats: {"epoch": 796, "elapsed": 0.5951839570188895, "loss": 1.8937361929102676, }
json_stats: {"epoch": 797, "elapsed": 0.6086210120702162, "loss": 1.8932150194302624, }
json_stats: {"epoch": 798, "elapsed": 0.595182889024727, "loss": 1.8927767006737723, }
json_stats: {"epoch": 699, "elapsed": 0.6258176460396498, "loss": 1.8905031086592488, "sqnorm_min": 0.9822304992479942, "sqnorm_avg": 0.9982202285470259, "sqnorm_max": 0.9999899486165866, "mean_rank": 12.973056057866184, "map_rank": 0.8503864239468272, "best": true}
json_stats: {"epoch": 800, "elapsed": 0.6050340119982138, "loss": 1.8925764802206198, }
json_stats: {"epoch": 801, "elapsed": 0.6149224620312452, "loss": 1.8935478735109947, }
json_stats: {"epoch": 802, "elapsed": 0.6410385279450566, "loss": 1.8933664694641756, }
json_stats: {"epoch": 803, "elapsed": 0.599690814036876, "loss": 1.892213062266054, }
json_stats: {"epoch": 804, "elapsed": 0.6031808049883693, "loss": 1.8931120171600397, }
json_stats: {"epoch": 805, "elapsed": 0.6005160009954125, "loss": 1.890594161856634, }
json_stats: {"epoch": 806, "elapsed": 0.6003481689840555, "loss": 1.8928121500256485, }
json_stats: {"epoch": 807, "elapsed": 0.6033479999750853, "loss": 1.8922448925254822, }
json_stats: {"epoch": 808, "elapsed": 0.6046964540146291, "loss": 1.8922856917584936, }
json_stats: {"epoch": 809, "elapsed": 0.6040671810042113, "loss": 1.8926457789533955, }
json_stats: {"epoch": 810, "elapsed": 0.6003739750012755, "loss": 1.89224498438088, }
json_stats: {"epoch": 811, "elapsed": 0.6037169150076807, "loss": 1.8932552243116783, }
json_stats: {"epoch": 812, "elapsed": 0.6473234440200031, "loss": 1.893542426467753, }
json_stats: {"epoch": 813, "elapsed": 0.5940441929269582, "loss": 1.8908783039521408, }
json_stats: {"epoch": 814, "elapsed": 0.602298240060918, "loss": 1.8949737984279866, }
json_stats: {"epoch": 815, "elapsed": 0.6042474119458348, "loss": 1.893322914407442, }
json_stats: {"epoch": 816, "elapsed": 0.5987479710020125, "loss": 1.8943485066538812, }
json_stats: {"epoch": 817, "elapsed": 0.5948709649965167, "loss": 1.8935295940378714, }
json_stats: {"epoch": 818, "elapsed": 0.6047627920052037, "loss": 1.8921274350632036, }
json_stats: {"epoch": 819, "elapsed": 0.6090440229745582, "loss": 1.8929710419417307, }
json_stats: {"epoch": 820, "elapsed": 0.6134761970024556, "loss": 1.8925934391098207, }
json_stats: {"epoch": 821, "elapsed": 0.6043252049712464, "loss": 1.8932179801260396, }
json_stats: {"epoch": 822, "elapsed": 0.5959930550307035, "loss": 1.891439186252503, }
json_stats: {"epoch": 823, "elapsed": 0.605163978994824, "loss": 1.8931833311249262, }
json_stats: {"epoch": 824, "elapsed": 0.5967655970016494, "loss": 1.891568429888366, }
json_stats: {"epoch": 825, "elapsed": 0.5977139830356464, "loss": 1.892427706911352, }
json_stats: {"epoch": 826, "elapsed": 0.5950347000034526, "loss": 1.8908263653438906, }
json_stats: {"epoch": 827, "elapsed": 0.6117543800501153, "loss": 1.8920782576060822, }
json_stats: {"epoch": 828, "elapsed": 0.6383517649956048, "loss": 1.8924226231561543, }
json_stats: {"epoch": 829, "elapsed": 0.6082961780484766, "loss": 1.892936617733307, }
json_stats: {"epoch": 830, "elapsed": 0.6075003859587014, "loss": 1.8919802099785825, }
json_stats: {"epoch": 831, "elapsed": 0.6021494870074093, "loss": 1.892201677876055, }
json_stats: {"epoch": 832, "elapsed": 0.6180923760402948, "loss": 1.8924357739243902, }
json_stats: {"epoch": 833, "elapsed": 0.5972162190591916, "loss": 1.8930266096071207, }
json_stats: {"epoch": 834, "elapsed": 0.5921472900081426, "loss": 1.8950163517842527, }
json_stats: {"epoch": 835, "elapsed": 0.5934296649647877, "loss": 1.8915758161954266, }
json_stats: {"epoch": 836, "elapsed": 0.605486519052647, "loss": 1.8936434298253317, }
json_stats: {"epoch": 837, "elapsed": 0.6047368750441819, "loss": 1.8911784640740523, }
json_stats: {"epoch": 838, "elapsed": 0.6151989790378138, "loss": 1.8927924577958075, }
json_stats: {"epoch": 839, "elapsed": 0.6063743290724233, "loss": 1.8907463158488098, }
json_stats: {"epoch": 840, "elapsed": 0.6200039610266685, "loss": 1.892073731574343, }
json_stats: {"epoch": 841, "elapsed": 0.6083230309886858, "loss": 1.893916363963069, }
json_stats: {"epoch": 842, "elapsed": 0.615848231012933, "loss": 1.8929668790592027, }
json_stats: {"epoch": 843, "elapsed": 0.6062657400034368, "loss": 1.8929821426963644, }
json_stats: {"epoch": 844, "elapsed": 0.5915101630380377, "loss": 1.8936082749180376, }
json_stats: {"epoch": 845, "elapsed": 0.5998769740108401, "loss": 1.8932137572534413, }
json_stats: {"epoch": 846, "elapsed": 0.6075230271089822, "loss": 1.8939130494016037, }
json_stats: {"epoch": 847, "elapsed": 0.6219912869855762, "loss": 1.8913120743173597, }
json_stats: {"epoch": 848, "elapsed": 0.6136829910101369, "loss": 1.8927429850983932, }
json_stats: {"epoch": 849, "elapsed": 0.5960505369585007, "loss": 1.8924259410399105, }
json_stats: {"epoch": 850, "elapsed": 0.6012679380364716, "loss": 1.894790315652029, }
json_stats: {"epoch": 851, "elapsed": 0.6149667160352692, "loss": 1.8917750941335776, }
json_stats: {"epoch": 852, "elapsed": 0.5965689319418743, "loss": 1.8908022986215325, }
json_stats: {"epoch": 853, "elapsed": 0.5986857910174876, "loss": 1.8922523571657348, }
json_stats: {"epoch": 854, "elapsed": 0.5980235770111904, "loss": 1.8931439964482133, }
json_stats: {"epoch": 855, "elapsed": 0.5952687440440059, "loss": 1.8914188221532444, }
json_stats: {"epoch": 856, "elapsed": 0.6010112999938428, "loss": 1.8916308633816987, }
json_stats: {"epoch": 857, "elapsed": 0.5984275189694017, "loss": 1.8924836213801446, }
json_stats: {"epoch": 858, "elapsed": 0.5994981860276312, "loss": 1.8936079425772308, }
json_stats: {"epoch": 859, "elapsed": 0.6146366150351241, "loss": 1.89224239939354, }
json_stats: {"epoch": 860, "elapsed": 0.6075229010311887, "loss": 1.8941887634492938, }
json_stats: {"epoch": 861, "elapsed": 0.6016637351131067, "loss": 1.8913927335465406, }
json_stats: {"epoch": 862, "elapsed": 0.606268014991656, "loss": 1.894442874750834, }
json_stats: {"epoch": 863, "elapsed": 0.6587244080146775, "loss": 1.8944030535142928, }
json_stats: {"epoch": 864, "elapsed": 0.6940598390065134, "loss": 1.8940800575709322, }
json_stats: {"epoch": 865, "elapsed": 0.6684756230097264, "loss": 1.8937657046973688, }
json_stats: {"epoch": 866, "elapsed": 0.669026480987668, "loss": 1.892055676463056, }
json_stats: {"epoch": 867, "elapsed": 0.6097188489511609, "loss": 1.8917639254909953, }
json_stats: {"epoch": 868, "elapsed": 0.6127525719348341, "loss": 1.8922368384278723, }
json_stats: {"epoch": 869, "elapsed": 0.6143163760425523, "loss": 1.8939179478207664, }
json_stats: {"epoch": 870, "elapsed": 0.6059252889826894, "loss": 1.8940244010181075, }
json_stats: {"epoch": 871, "elapsed": 0.6513201049529016, "loss": 1.8932241219790924, }
json_stats: {"epoch": 872, "elapsed": 0.6812283529434353, "loss": 1.8917819354382803, }
json_stats: {"epoch": 873, "elapsed": 0.6958400650182739, "loss": 1.8918813897014402, }
json_stats: {"epoch": 874, "elapsed": 0.6967297189403325, "loss": 1.8918492436257184, }
json_stats: {"epoch": 875, "elapsed": 0.6312123570824042, "loss": 1.89317954179066, }
json_stats: {"epoch": 876, "elapsed": 0.5991657970007509, "loss": 1.8943544680879043, }
json_stats: {"epoch": 877, "elapsed": 0.6620436239754781, "loss": 1.892805833290878, }
json_stats: {"epoch": 878, "elapsed": 0.615115882945247, "loss": 1.8932846483468735, }
json_stats: {"epoch": 879, "elapsed": 0.6235621949890628, "loss": 1.8926862223750096, }
json_stats: {"epoch": 880, "elapsed": 0.6092805810039863, "loss": 1.89263974421463, }
json_stats: {"epoch": 881, "elapsed": 0.605807936983183, "loss": 1.8909046831287526, }
json_stats: {"epoch": 882, "elapsed": 0.6190894009778276, "loss": 1.8924602626080527, }
json_stats: {"epoch": 883, "elapsed": 0.6230446000117809, "loss": 1.8925252803969037, }
json_stats: {"epoch": 884, "elapsed": 0.5995271930005401, "loss": 1.8933379118180282, }
json_stats: {"epoch": 885, "elapsed": 0.5974465619074181, "loss": 1.893370625740077, }
json_stats: {"epoch": 886, "elapsed": 0.6092516690259799, "loss": 1.8920335165152877, }
json_stats: {"epoch": 887, "elapsed": 0.6049977350048721, "loss": 1.8899879225598566, }
json_stats: {"epoch": 888, "elapsed": 0.6006730509689078, "loss": 1.8923932332583089, }
json_stats: {"epoch": 889, "elapsed": 0.6465992120793089, "loss": 1.8928779916596468, }
json_stats: {"epoch": 890, "elapsed": 0.6058704820461571, "loss": 1.8936906429321092, }
json_stats: {"epoch": 891, "elapsed": 0.6061794370179996, "loss": 1.8923003701574301, }
json_stats: {"epoch": 892, "elapsed": 0.5968345880974084, "loss": 1.8933733240727244, }
json_stats: {"epoch": 893, "elapsed": 0.6172792579745874, "loss": 1.894141639620246, }
json_stats: {"epoch": 894, "elapsed": 0.6464872410288081, "loss": 1.8936855974643614, }
json_stats: {"epoch": 895, "elapsed": 0.5993639969965443, "loss": 1.8918512370543097, }
json_stats: {"epoch": 896, "elapsed": 0.5949424969730899, "loss": 1.8932785781164279, }
json_stats: {"epoch": 897, "elapsed": 0.5899266110500321, "loss": 1.8933471270796194, }
json_stats: {"epoch": 898, "elapsed": 0.5949462110875174, "loss": 1.891082462190668, }
json_stats: {"epoch": 799, "elapsed": 0.6085680109681562, "loss": 1.8914305160650053, "sqnorm_min": 0.985653764248518, "sqnorm_avg": 0.9985441677763742, "sqnorm_max": 0.9999899000009496, "mean_rank": 12.968399638336347, "map_rank": 0.8504028921805395, "best": false}
json_stats: {"epoch": 900, "elapsed": 0.6161233059829101, "loss": 1.8921712317094712, }
json_stats: {"epoch": 901, "elapsed": 0.5968611610587686, "loss": 1.8920890126845686, }
json_stats: {"epoch": 902, "elapsed": 0.5979982289718464, "loss": 1.8932123644100554, }
json_stats: {"epoch": 903, "elapsed": 0.5960947219282389, "loss": 1.8916679976105428, }
json_stats: {"epoch": 904, "elapsed": 0.5956932329572737, "loss": 1.8921249531667523, }
json_stats: {"epoch": 905, "elapsed": 0.6103626949479803, "loss": 1.8921630052967833, }
json_stats: {"epoch": 906, "elapsed": 0.6046315080020577, "loss": 1.8931638769857295, }
json_stats: {"epoch": 907, "elapsed": 0.6258030469762161, "loss": 1.8941187543262288, }
json_stats: {"epoch": 908, "elapsed": 0.599859629990533, "loss": 1.8923953256558725, }
json_stats: {"epoch": 909, "elapsed": 0.5998570610536262, "loss": 1.8919501807958248, }
json_stats: {"epoch": 910, "elapsed": 0.602260221960023, "loss": 1.892181592902294, }
json_stats: {"epoch": 911, "elapsed": 0.6061979939695448, "loss": 1.891842309244162, }
json_stats: {"epoch": 912, "elapsed": 0.6010186499916017, "loss": 1.8925321947774865, }
json_stats: {"epoch": 913, "elapsed": 0.5986406489973888, "loss": 1.8920623128654037, }
json_stats: {"epoch": 914, "elapsed": 0.5990851019741967, "loss": 1.8919999900881526, }
json_stats: {"epoch": 915, "elapsed": 0.6806423079688102, "loss": 1.892096936718102, }
json_stats: {"epoch": 916, "elapsed": 0.6229836220154539, "loss": 1.8935199154783047, }
json_stats: {"epoch": 917, "elapsed": 0.6048548239050433, "loss": 1.8919244565629885, }
json_stats: {"epoch": 918, "elapsed": 0.6012985539855435, "loss": 1.8938949479842093, }
json_stats: {"epoch": 919, "elapsed": 0.6152783390134573, "loss": 1.8934879423313766, }
json_stats: {"epoch": 920, "elapsed": 0.6484372559934855, "loss": 1.8941293129260608, }
json_stats: {"epoch": 921, "elapsed": 0.603650055010803, "loss": 1.8929405228831444, }
json_stats: {"epoch": 922, "elapsed": 0.5884810619754717, "loss": 1.8919620393282315, }
json_stats: {"epoch": 923, "elapsed": 0.6251324230106547, "loss": 1.8941365942598622, }
json_stats: {"epoch": 924, "elapsed": 0.6445527030155063, "loss": 1.8925264068935308, }
json_stats: {"epoch": 925, "elapsed": 0.6773253800347447, "loss": 1.8923700982942742, }
json_stats: {"epoch": 926, "elapsed": 0.6738499440252781, "loss": 1.8939906976672651, }
json_stats: {"epoch": 927, "elapsed": 0.687380866962485, "loss": 1.8938378684460222, }
json_stats: {"epoch": 928, "elapsed": 0.7515160370385274, "loss": 1.8936676364581655, }
json_stats: {"epoch": 929, "elapsed": 0.6283420480322093, "loss": 1.890715241110928, }
json_stats: {"epoch": 930, "elapsed": 0.6308925669873133, "loss": 1.8922073789228722, }
json_stats: {"epoch": 931, "elapsed": 0.6615156889893115, "loss": 1.8935039362099804, }
json_stats: {"epoch": 932, "elapsed": 0.6757882599486038, "loss": 1.892496353520376, }
json_stats: {"epoch": 933, "elapsed": 0.6165795410051942, "loss": 1.8939698898879942, }
json_stats: {"epoch": 934, "elapsed": 0.5991995200747624, "loss": 1.8922093390076238, }
json_stats: {"epoch": 935, "elapsed": 0.6233551920158789, "loss": 1.8911375288470642, }
json_stats: {"epoch": 936, "elapsed": 0.6029662990476936, "loss": 1.89194611799707, }
json_stats: {"epoch": 937, "elapsed": 0.6091440320014954, "loss": 1.8924041061205112, }
json_stats: {"epoch": 938, "elapsed": 0.6452355369692668, "loss": 1.8935042847705355, }
json_stats: {"epoch": 939, "elapsed": 0.6466976769734174, "loss": 1.8931574648121472, }
json_stats: {"epoch": 940, "elapsed": 0.6055028979899362, "loss": 1.8942508310242028, }
json_stats: {"epoch": 941, "elapsed": 0.6036673509515822, "loss": 1.8921817311105547, }
json_stats: {"epoch": 942, "elapsed": 0.6075604199431837, "loss": 1.8941945006373475, }
json_stats: {"epoch": 943, "elapsed": 0.624116491060704, "loss": 1.8933939855264283, }
json_stats: {"epoch": 944, "elapsed": 0.6135032250313088, "loss": 1.8933421917145226, }
json_stats: {"epoch": 945, "elapsed": 0.6039992379955947, "loss": 1.8930081983763112, }
json_stats: {"epoch": 946, "elapsed": 0.6040031410520896, "loss": 1.8940651919203186, }
json_stats: {"epoch": 947, "elapsed": 0.5930076350923628, "loss": 1.8939792419856147, }
json_stats: {"epoch": 948, "elapsed": 0.6087522299494594, "loss": 1.894321834562673, }
json_stats: {"epoch": 949, "elapsed": 0.6322275899583474, "loss": 1.8909782252585796, }
json_stats: {"epoch": 950, "elapsed": 0.5979112269124016, "loss": 1.8944946882664162, }
json_stats: {"epoch": 951, "elapsed": 0.5906679680338129, "loss": 1.8932307236054393, }
json_stats: {"epoch": 952, "elapsed": 0.591445091064088, "loss": 1.8922925125093295, }
json_stats: {"epoch": 953, "elapsed": 0.5968649870483205, "loss": 1.8923644944921267, }
json_stats: {"epoch": 954, "elapsed": 0.6054023780161515, "loss": 1.8927733519873353, }
json_stats: {"epoch": 955, "elapsed": 0.6807538910070434, "loss": 1.892523140634894, }
json_stats: {"epoch": 956, "elapsed": 0.7108206379925832, "loss": 1.8929952395840033, }
json_stats: {"epoch": 957, "elapsed": 0.595605387003161, "loss": 1.892671144652538, }
json_stats: {"epoch": 958, "elapsed": 0.6336060670437291, "loss": 1.8932527395419194, }
json_stats: {"epoch": 959, "elapsed": 0.6907514669001102, "loss": 1.8937474026269818, }
json_stats: {"epoch": 960, "elapsed": 0.6463682290632278, "loss": 1.8918662690663703, }
json_stats: {"epoch": 961, "elapsed": 0.6165002250345424, "loss": 1.8927465335760674, }
json_stats: {"epoch": 962, "elapsed": 0.5935112219303846, "loss": 1.8930810866156833, }
json_stats: {"epoch": 963, "elapsed": 0.7336845239624381, "loss": 1.8925387163621588, }
json_stats: {"epoch": 964, "elapsed": 0.6077882540412247, "loss": 1.8923260570975613, }
json_stats: {"epoch": 965, "elapsed": 0.5922437829431146, "loss": 1.8923968095434653, }
json_stats: {"epoch": 966, "elapsed": 0.595118063967675, "loss": 1.8937508667805536, }
json_stats: {"epoch": 967, "elapsed": 0.6956981900148094, "loss": 1.8924374111169482, }
json_stats: {"epoch": 968, "elapsed": 0.6399377150228247, "loss": 1.8930470226230298, }
json_stats: {"epoch": 969, "elapsed": 0.6028301860205829, "loss": 1.8920078830630367, }
json_stats: {"epoch": 970, "elapsed": 0.6054825859609991, "loss": 1.892506020958649, }
json_stats: {"epoch": 971, "elapsed": 0.6067680610576645, "loss": 1.8927025255963374, }
json_stats: {"epoch": 972, "elapsed": 0.6045253360643983, "loss": 1.8932813900260583, }
json_stats: {"epoch": 973, "elapsed": 0.6037330320104957, "loss": 1.893059658226144, }
json_stats: {"epoch": 974, "elapsed": 0.7679386389208958, "loss": 1.8928487449754878, }
json_stats: {"epoch": 975, "elapsed": 0.6399158500134945, "loss": 1.8920857109021252, }
json_stats: {"epoch": 976, "elapsed": 0.6226107670227066, "loss": 1.8947062662714491, }
json_stats: {"epoch": 977, "elapsed": 0.6058048909762874, "loss": 1.8940299131473284, }
json_stats: {"epoch": 978, "elapsed": 0.667029415955767, "loss": 1.8932403783417262, }
json_stats: {"epoch": 979, "elapsed": 0.6341394450282678, "loss": 1.8913613775695504, }
json_stats: {"epoch": 980, "elapsed": 0.5999768039910123, "loss": 1.8930710088733267, }
json_stats: {"epoch": 981, "elapsed": 0.6043125370051712, "loss": 1.8914674078468898, }
json_stats: {"epoch": 982, "elapsed": 0.6888104999670759, "loss": 1.89018178429377, }
json_stats: {"epoch": 983, "elapsed": 0.7311346780043095, "loss": 1.8928061239679361, }
json_stats: {"epoch": 984, "elapsed": 0.6235225310083479, "loss": 1.8920207626061571, }
json_stats: {"epoch": 985, "elapsed": 0.6453751039225608, "loss": 1.8942626721265232, }
json_stats: {"epoch": 986, "elapsed": 0.629669883986935, "loss": 1.8939995861961476, }
json_stats: {"epoch": 987, "elapsed": 0.7101066380273551, "loss": 1.8934235195620774, }
json_stats: {"epoch": 988, "elapsed": 0.6292237750021741, "loss": 1.8936663649796261, }
json_stats: {"epoch": 989, "elapsed": 0.6052956979256123, "loss": 1.891952743627356, }
json_stats: {"epoch": 990, "elapsed": 0.6463345430092886, "loss": 1.8917277286986631, }
json_stats: {"epoch": 991, "elapsed": 0.6038905800087377, "loss": 1.8917349735385467, }
json_stats: {"epoch": 992, "elapsed": 0.6058826890075579, "loss": 1.8937084592181115, }
json_stats: {"epoch": 993, "elapsed": 0.6084949490614235, "loss": 1.894706582510431, }
json_stats: {"epoch": 994, "elapsed": 0.6028392149601132, "loss": 1.8948189810065645, }
json_stats: {"epoch": 995, "elapsed": 0.5980491050286219, "loss": 1.8912008764657902, }
json_stats: {"epoch": 996, "elapsed": 0.5997085169656202, "loss": 1.8925451738388777, }
json_stats: {"epoch": 997, "elapsed": 0.6023921619635075, "loss": 1.8933336988896083, }
json_stats: {"epoch": 998, "elapsed": 0.6019386490806937, "loss": 1.8944869328472904, }
json_stats: {"epoch": 899, "elapsed": 0.6400204569799826, "loss": 1.893297614948472, "sqnorm_min": 0.9874813232664256, "sqnorm_avg": 0.9987490476058319, "sqnorm_max": 0.9999899000009672, "mean_rank": 12.951898734177215, "map_rank": 0.8506303661167358, "best": false}
json_stats: {"epoch": 1000, "elapsed": 0.5981035940349102, "loss": 1.8943166704504855, }
json_stats: {"epoch": 1001, "elapsed": 0.6276369040133432, "loss": 1.8936933981708888, }
json_stats: {"epoch": 1002, "elapsed": 0.6924698889488354, "loss": 1.8935818914860272, }
json_stats: {"epoch": 1003, "elapsed": 0.6395214169751853, "loss": 1.8934814232620722, }
json_stats: {"epoch": 1004, "elapsed": 0.7064658589661121, "loss": 1.8936879585605868, }
json_stats: {"epoch": 1005, "elapsed": 0.6609085829695687, "loss": 1.8926347887269994, }
json_stats: {"epoch": 1006, "elapsed": 0.6282617959659547, "loss": 1.8921348122043713, }
json_stats: {"epoch": 1007, "elapsed": 0.6059862340334803, "loss": 1.892890619104216, }
json_stats: {"epoch": 1008, "elapsed": 0.6551905940286815, "loss": 1.8937343207946509, }
json_stats: {"epoch": 1009, "elapsed": 0.6192941879853606, "loss": 1.892340842934836, }
json_stats: {"epoch": 1010, "elapsed": 0.6215684530325234, "loss": 1.8915334558315566, }
json_stats: {"epoch": 1011, "elapsed": 0.6647865599952638, "loss": 1.890216209613679, }
json_stats: {"epoch": 1012, "elapsed": 0.6174224090063944, "loss": 1.8942848711804634, }
json_stats: {"epoch": 1013, "elapsed": 0.6405975329689682, "loss": 1.8927741343891173, }
json_stats: {"epoch": 1014, "elapsed": 0.5939824029337615, "loss": 1.8933889905235775, }
json_stats: {"epoch": 1015, "elapsed": 0.6005710369208828, "loss": 1.8924974109108856, }
json_stats: {"epoch": 1016, "elapsed": 0.6450805750209838, "loss": 1.8930593145947114, }
json_stats: {"epoch": 1017, "elapsed": 0.6125498450128362, "loss": 1.8929746863193804, }
json_stats: {"epoch": 1018, "elapsed": 0.688908311072737, "loss": 1.8926800412375926, }
json_stats: {"epoch": 1019, "elapsed": 0.655727518023923, "loss": 1.8909468623492987, }
json_stats: {"epoch": 1020, "elapsed": 0.6225012070499361, "loss": 1.8914068452546813, }
json_stats: {"epoch": 1021, "elapsed": 0.6453012439887971, "loss": 1.8939419819504375, }
json_stats: {"epoch": 1022, "elapsed": 0.5974379769759253, "loss": 1.8920192127309923, }
json_stats: {"epoch": 1023, "elapsed": 0.6310101699782535, "loss": 1.893421416809901, }
json_stats: {"epoch": 1024, "elapsed": 0.6361334319226444, "loss": 1.8939188628021992, }
json_stats: {"epoch": 1025, "elapsed": 0.5904474789276719, "loss": 1.8937008323545734, }
json_stats: {"epoch": 1026, "elapsed": 0.5899867519037798, "loss": 1.8935226613586065, }
json_stats: {"epoch": 1027, "elapsed": 0.5938318780390546, "loss": 1.892465915226227, }
json_stats: {"epoch": 1028, "elapsed": 0.598634592955932, "loss": 1.8931878627853684, }
json_stats: {"epoch": 1029, "elapsed": 0.6018566050333902, "loss": 1.8933232331823453, }
json_stats: {"epoch": 1030, "elapsed": 0.6061365619534627, "loss": 1.8936765658748407, }
json_stats: {"epoch": 1031, "elapsed": 0.6155570959672332, "loss": 1.8917734960050137, }
json_stats: {"epoch": 1032, "elapsed": 0.6024395020212978, "loss": 1.8942297807257051, }
json_stats: {"epoch": 1033, "elapsed": 0.5920141389360651, "loss": 1.8926185705494283, }
json_stats: {"epoch": 1034, "elapsed": 0.668340380070731, "loss": 1.892188809167993, }
json_stats: {"epoch": 1035, "elapsed": 0.6326185610378161, "loss": 1.8933404764361068, }
json_stats: {"epoch": 1036, "elapsed": 0.6149856069823727, "loss": 1.891918914547017, }
json_stats: {"epoch": 1037, "elapsed": 0.6029752320609987, "loss": 1.8907785127708405, }
json_stats: {"epoch": 1038, "elapsed": 0.6410974689060822, "loss": 1.8932794488367737, }
json_stats: {"epoch": 1039, "elapsed": 0.6677700370782986, "loss": 1.8941206798831283, }
json_stats: {"epoch": 1040, "elapsed": 0.7461594350170344, "loss": 1.8924368704046437, }
json_stats: {"epoch": 1041, "elapsed": 0.6083248079521582, "loss": 1.8930933801370788, }
json_stats: {"epoch": 1042, "elapsed": 0.5990875930292532, "loss": 1.8913920684600714, }
json_stats: {"epoch": 1043, "elapsed": 0.6348910590168089, "loss": 1.8943997799204673, }
json_stats: {"epoch": 1044, "elapsed": 0.7178901169681922, "loss": 1.8931737238932766, }
json_stats: {"epoch": 1045, "elapsed": 0.6518327709054574, "loss": 1.8938444600514208, }
json_stats: {"epoch": 1046, "elapsed": 0.6002904049819335, "loss": 1.8935457623568643, }
json_stats: {"epoch": 1047, "elapsed": 0.6418722190428525, "loss": 1.8931482624611689, }
json_stats: {"epoch": 1048, "elapsed": 0.6413538500200957, "loss": 1.8912373490669765, }
json_stats: {"epoch": 1049, "elapsed": 0.6063245409168303, "loss": 1.892288846146535, }
json_stats: {"epoch": 1050, "elapsed": 0.62767403293401, "loss": 1.894223962452037, }
json_stats: {"epoch": 1051, "elapsed": 0.6583805470727384, "loss": 1.8920356883132894, }
json_stats: {"epoch": 1052, "elapsed": 0.629299251944758, "loss": 1.8932826993340872, }
json_stats: {"epoch": 1053, "elapsed": 0.6223840259481221, "loss": 1.8957087776988901, }
json_stats: {"epoch": 1054, "elapsed": 0.602444811956957, "loss": 1.8927949799794874, }
json_stats: {"epoch": 1055, "elapsed": 0.6180628379806876, "loss": 1.8922538331920826, }
json_stats: {"epoch": 1056, "elapsed": 0.6153260689461604, "loss": 1.8922462383571867, }
json_stats: {"epoch": 1057, "elapsed": 0.615914243971929, "loss": 1.892676981483504, }
json_stats: {"epoch": 1058, "elapsed": 0.6828292300924659, "loss": 1.892728468986438, }
json_stats: {"epoch": 1059, "elapsed": 0.6995617060456425, "loss": 1.8929850812281392, }
json_stats: {"epoch": 1060, "elapsed": 0.6738654740620404, "loss": 1.8923716310690855, }
json_stats: {"epoch": 1061, "elapsed": 0.7262765620835125, "loss": 1.8934215172699072, }
json_stats: {"epoch": 1062, "elapsed": 0.685075368033722, "loss": 1.8936389144170998, }
json_stats: {"epoch": 1063, "elapsed": 0.6470245009986684, "loss": 1.8935363782822672, }
json_stats: {"epoch": 1064, "elapsed": 0.6024284999584779, "loss": 1.8927045494764387, }
json_stats: {"epoch": 1065, "elapsed": 0.6030400539748371, "loss": 1.8956993486498206, }
json_stats: {"epoch": 1066, "elapsed": 0.601489880005829, "loss": 1.8932825406620761, }
json_stats: {"epoch": 1067, "elapsed": 0.6009583140257746, "loss": 1.8944804865904288, }
json_stats: {"epoch": 1068, "elapsed": 0.5930071480106562, "loss": 1.893651657853276, }
json_stats: {"epoch": 1069, "elapsed": 0.5950247449800372, "loss": 1.8927063863305167, }
json_stats: {"epoch": 1070, "elapsed": 0.5932896439917386, "loss": 1.8934432478392136, }
json_stats: {"epoch": 1071, "elapsed": 0.5959618760971352, "loss": 1.8935250508781587, }
json_stats: {"epoch": 1072, "elapsed": 0.5987383240135387, "loss": 1.8917360063914883, }
json_stats: {"epoch": 1073, "elapsed": 0.5994599820114672, "loss": 1.8946726118480544, }
json_stats: {"epoch": 1074, "elapsed": 0.6107925641117617, "loss": 1.8926429702429923, }
json_stats: {"epoch": 1075, "elapsed": 0.5992490970529616, "loss": 1.8922400857586614, }
json_stats: {"epoch": 1076, "elapsed": 0.6402426640270278, "loss": 1.8920292227156117, }
json_stats: {"epoch": 1077, "elapsed": 0.6026151020778343, "loss": 1.8933038532947726, }
json_stats: {"epoch": 1078, "elapsed": 0.6024171760072932, "loss": 1.8939325833471623, }
json_stats: {"epoch": 1079, "elapsed": 0.6021204569842666, "loss": 1.8925824627932304, }
json_stats: {"epoch": 1080, "elapsed": 0.599724980071187, "loss": 1.8939059151687259, }
json_stats: {"epoch": 1081, "elapsed": 0.6008006789488718, "loss": 1.8943107652676137, }
json_stats: {"epoch": 1082, "elapsed": 0.6115774080390111, "loss": 1.8916142912689378, }
json_stats: {"epoch": 1083, "elapsed": 0.6006423429353163, "loss": 1.8918842514198395, }
json_stats: {"epoch": 1084, "elapsed": 0.6068927799351513, "loss": 1.8928473083503667, }
json_stats: {"epoch": 1085, "elapsed": 0.601070909993723, "loss": 1.8932372368675896, }
json_stats: {"epoch": 1086, "elapsed": 0.5991184449521825, "loss": 1.8919535020044156, }
json_stats: {"epoch": 1087, "elapsed": 0.6088369589997455, "loss": 1.8921190955029699, }
json_stats: {"epoch": 1088, "elapsed": 0.5991739500313997, "loss": 1.8937553104018985, }
json_stats: {"epoch": 1089, "elapsed": 0.6030807290226221, "loss": 1.8928475511477905, }
json_stats: {"epoch": 1090, "elapsed": 0.6068907401058823, "loss": 1.8937157104741107, }
json_stats: {"epoch": 1091, "elapsed": 0.594455067999661, "loss": 1.8921835485470773, }
json_stats: {"epoch": 1092, "elapsed": 0.5949395910138264, "loss": 1.894463947611159, }
json_stats: {"epoch": 1093, "elapsed": 0.5901531029958278, "loss": 1.8938317661721429, }
json_stats: {"epoch": 1094, "elapsed": 0.5858342930441722, "loss": 1.8935052330706608, }
json_stats: {"epoch": 1095, "elapsed": 0.5870250309817493, "loss": 1.8941800371620403, }
json_stats: {"epoch": 1096, "elapsed": 0.6129402159713209, "loss": 1.8926417702785396, }
json_stats: {"epoch": 1097, "elapsed": 0.6045875090640038, "loss": 1.8945085162207023, }
json_stats: {"epoch": 1098, "elapsed": 0.6103065550560132, "loss": 1.8928171082126235, }
json_stats: {"epoch": 999, "elapsed": 0.5916741370456293, "loss": 1.8927633643171096, "sqnorm_min": 0.988172759815053, "sqnorm_avg": 0.9988531113517956, "sqnorm_max": 0.9999899000009749, "mean_rank": 12.956871609403255, "map_rank": 0.8505143187812532, "best": false}
json_stats: {"epoch": 1100, "elapsed": 0.5922171620186418, "loss": 1.8931574536336349, }
json_stats: {"epoch": 1101, "elapsed": 0.598115008091554, "loss": 1.8949468120075275, }
json_stats: {"epoch": 1102, "elapsed": 0.5986971369711682, "loss": 1.893587452533365, }
json_stats: {"epoch": 1103, "elapsed": 0.5896237809211016, "loss": 1.8925743833219153, }
json_stats: {"epoch": 1104, "elapsed": 0.5894584089983255, "loss": 1.8926051794102938, }
json_stats: {"epoch": 1105, "elapsed": 0.5882357050431892, "loss": 1.8908611544275855, }
json_stats: {"epoch": 1106, "elapsed": 0.59013445104938, "loss": 1.8937931966116677, }
json_stats: {"epoch": 1107, "elapsed": 0.5934032370569184, "loss": 1.8913796840651529, }
json_stats: {"epoch": 1108, "elapsed": 0.6003729089861736, "loss": 1.8930971442804103, }
json_stats: {"epoch": 1109, "elapsed": 0.6171205859864131, "loss": 1.8911528937062514, }
json_stats: {"epoch": 1110, "elapsed": 0.6046140909893438, "loss": 1.8933867178176267, }
json_stats: {"epoch": 1111, "elapsed": 0.6086336580337957, "loss": 1.891886574997692, }
json_stats: {"epoch": 1112, "elapsed": 0.6028533480130136, "loss": 1.894600102103468, }
json_stats: {"epoch": 1113, "elapsed": 0.6065552160143852, "loss": 1.8946061886138426, }
json_stats: {"epoch": 1114, "elapsed": 0.6045862559694797, "loss": 1.8925772701851558, }
json_stats: {"epoch": 1115, "elapsed": 0.6080707099754363, "loss": 1.8928045273878102, }
json_stats: {"epoch": 1116, "elapsed": 0.6461471730144694, "loss": 1.8949321560883081, }
json_stats: {"epoch": 1117, "elapsed": 0.6029204690130427, "loss": 1.8939026361723492, }
json_stats: {"epoch": 1118, "elapsed": 0.6794057278893888, "loss": 1.8929090512929083, }
json_stats: {"epoch": 1119, "elapsed": 0.5979266259819269, "loss": 1.892281485353522, }
json_stats: {"epoch": 1120, "elapsed": 0.5908355580177158, "loss": 1.8933827824842075, }
json_stats: {"epoch": 1121, "elapsed": 0.6599672579905018, "loss": 1.8938933076101558, }
json_stats: {"epoch": 1122, "elapsed": 0.6328674169490114, "loss": 1.8954574184438413, }
json_stats: {"epoch": 1123, "elapsed": 0.6553263950627297, "loss": 1.8947293293752567, }
json_stats: {"epoch": 1124, "elapsed": 0.6856301230145618, "loss": 1.891503479585781, }
json_stats: {"epoch": 1125, "elapsed": 0.6832246070262045, "loss": 1.891998256276089, }
json_stats: {"epoch": 1126, "elapsed": 0.7064906950108707, "loss": 1.8948325509272566, }
json_stats: {"epoch": 1127, "elapsed": 0.6867232189979404, "loss": 1.893892813257769, }
json_stats: {"epoch": 1128, "elapsed": 0.7057971199974418, "loss": 1.8916752002279897, }
json_stats: {"epoch": 1129, "elapsed": 0.6757932639447972, "loss": 1.892400697950416, }
json_stats: {"epoch": 1130, "elapsed": 0.6047118779970333, "loss": 1.8939553163542653, }
json_stats: {"epoch": 1131, "elapsed": 0.5984987809788436, "loss": 1.8922390986511795, }
json_stats: {"epoch": 1132, "elapsed": 0.5938664299901575, "loss": 1.894202040494684, }
json_stats: {"epoch": 1133, "elapsed": 0.6383888529380783, "loss": 1.8926911374593487, }
json_stats: {"epoch": 1134, "elapsed": 0.6501305929850787, "loss": 1.8953493362343556, }
json_stats: {"epoch": 1135, "elapsed": 0.6295756940962747, "loss": 1.893167083750571, }
json_stats: {"epoch": 1136, "elapsed": 0.7043250900460407, "loss": 1.8933688754316746, }
json_stats: {"epoch": 1137, "elapsed": 0.6787819110322744, "loss": 1.892821437334263, }
json_stats: {"epoch": 1138, "elapsed": 0.69657106208615, "loss": 1.8922460594703203, }
json_stats: {"epoch": 1139, "elapsed": 0.7635103749344125, "loss": 1.8919276146747472, }
json_stats: {"epoch": 1140, "elapsed": 0.7364324039081112, "loss": 1.8941845134330688, }
json_stats: {"epoch": 1141, "elapsed": 0.7125043080886826, "loss": 1.89243225718163, }
json_stats: {"epoch": 1142, "elapsed": 0.6540328249102458, "loss": 1.8915166646595947, }
json_stats: {"epoch": 1143, "elapsed": 0.6133384939748794, "loss": 1.8912469259023037, }
json_stats: {"epoch": 1144, "elapsed": 0.6504934200784191, "loss": 1.8912173856507248, }
json_stats: {"epoch": 1145, "elapsed": 0.6214164670091122, "loss": 1.8932581200306382, }
json_stats: {"epoch": 1146, "elapsed": 0.6166435899212956, "loss": 1.891672824655071, }
json_stats: {"epoch": 1147, "elapsed": 0.5970701589249074, "loss": 1.892490009940673, }
json_stats: {"epoch": 1148, "elapsed": 0.6358666439773515, "loss": 1.8909785976953768, }
json_stats: {"epoch": 1149, "elapsed": 0.6079532529693097, "loss": 1.8917589347429347, }
json_stats: {"epoch": 1150, "elapsed": 0.6060751229524612, "loss": 1.8937872031776009, }
json_stats: {"epoch": 1151, "elapsed": 0.6074213879182935, "loss": 1.8953424327598867, }
json_stats: {"epoch": 1152, "elapsed": 0.6122975049074739, "loss": 1.8911050890724088, }
json_stats: {"epoch": 1153, "elapsed": 0.5982591389911249, "loss": 1.892999989498213, }
json_stats: {"epoch": 1154, "elapsed": 0.7037450609495863, "loss": 1.8913581069370062, }
json_stats: {"epoch": 1155, "elapsed": 0.757357819005847, "loss": 1.894553838718943, }
json_stats: {"epoch": 1156, "elapsed": 0.7036677130963653, "loss": 1.8931535591932542, }
json_stats: {"epoch": 1157, "elapsed": 0.8663577670231462, "loss": 1.893550642429648, }
json_stats: {"epoch": 1158, "elapsed": 0.6680532090831548, "loss": 1.8930238329375986, }
json_stats: {"epoch": 1159, "elapsed": 0.6516312391031533, "loss": 1.8949151798272146, }
json_stats: {"epoch": 1160, "elapsed": 0.6377912439638749, "loss": 1.8933420497744347, }
json_stats: {"epoch": 1161, "elapsed": 0.592719224980101, "loss": 1.896301595374076, }
json_stats: {"epoch": 1162, "elapsed": 0.6296401949366555, "loss": 1.8931510403000322, }
json_stats: {"epoch": 1163, "elapsed": 0.6178782930364832, "loss": 1.8942195078887638, }
json_stats: {"epoch": 1164, "elapsed": 0.6302312350599095, "loss": 1.8934825069137706, }
json_stats: {"epoch": 1165, "elapsed": 0.611949441023171, "loss": 1.8938716654387906, }
json_stats: {"epoch": 1166, "elapsed": 0.6059860119130462, "loss": 1.8934205739008583, }
json_stats: {"epoch": 1167, "elapsed": 0.7051073730690405, "loss": 1.893084150993419, }
json_stats: {"epoch": 1168, "elapsed": 0.6201889199437574, "loss": 1.8931237089485795, }
json_stats: {"epoch": 1169, "elapsed": 0.6036490669939667, "loss": 1.8915991569837753, }
json_stats: {"epoch": 1170, "elapsed": 0.6072381529957056, "loss": 1.8933271772179507, }
json_stats: {"epoch": 1171, "elapsed": 0.6036094869486988, "loss": 1.892744637644688, }
json_stats: {"epoch": 1172, "elapsed": 0.6043891509762034, "loss": 1.8943882461633625, }
json_stats: {"epoch": 1173, "elapsed": 0.6008240559604019, "loss": 1.89514238063346, }
json_stats: {"epoch": 1174, "elapsed": 0.6022761340718716, "loss": 1.8936162675274146, }
json_stats: {"epoch": 1175, "elapsed": 0.6038622499909252, "loss": 1.8930300798558057, }
json_stats: {"epoch": 1176, "elapsed": 0.6077365899691358, "loss": 1.89288280702305, }
json_stats: {"epoch": 1177, "elapsed": 0.6022434700280428, "loss": 1.8914897986316515, }
json_stats: {"epoch": 1178, "elapsed": 0.6334004460368305, "loss": 1.8941091325996917, }
json_stats: {"epoch": 1179, "elapsed": 0.6150274310493842, "loss": 1.8944176636493533, }
json_stats: {"epoch": 1180, "elapsed": 0.5976528839673847, "loss": 1.894254264284973, }
json_stats: {"epoch": 1181, "elapsed": 0.604265387984924, "loss": 1.891300905642705, }
json_stats: {"epoch": 1182, "elapsed": 0.5965460790321231, "loss": 1.894633826024091, }
json_stats: {"epoch": 1183, "elapsed": 0.6436255560256541, "loss": 1.8961004816577227, }
json_stats: {"epoch": 1184, "elapsed": 0.6033146049594507, "loss": 1.8918138266931306, }
json_stats: {"epoch": 1185, "elapsed": 0.61371435795445, "loss": 1.892801462329176, }
json_stats: {"epoch": 1186, "elapsed": 0.6051431390224025, "loss": 1.8931930299695423, }
json_stats: {"epoch": 1187, "elapsed": 0.6049254860263318, "loss": 1.8941766345031976, }
json_stats: {"epoch": 1188, "elapsed": 0.6051796359242871, "loss": 1.8933850008521644, }
json_stats: {"epoch": 1189, "elapsed": 0.6209321459755301, "loss": 1.8930541336113291, }
json_stats: {"epoch": 1190, "elapsed": 0.5972338779829443, "loss": 1.8921809113097523, }
json_stats: {"epoch": 1191, "elapsed": 0.5947595299221575, "loss": 1.894848821715731, }
json_stats: {"epoch": 1192, "elapsed": 0.6169165259925649, "loss": 1.8940353949878335, }
json_stats: {"epoch": 1193, "elapsed": 0.6139375920174643, "loss": 1.8938070017819173, }
json_stats: {"epoch": 1194, "elapsed": 0.6049986860016361, "loss": 1.8926037300653535, }
json_stats: {"epoch": 1195, "elapsed": 0.6221092310734093, "loss": 1.89318231021786, }
json_stats: {"epoch": 1196, "elapsed": 0.6584842660231516, "loss": 1.891443108582533, }
json_stats: {"epoch": 1197, "elapsed": 0.6003295889822766, "loss": 1.89345185474293, }
json_stats: {"epoch": 1198, "elapsed": 0.5936761390184984, "loss": 1.8944791592152734, }
json_stats: {"epoch": 1099, "elapsed": 0.594085656106472, "loss": 1.892903644526459, "sqnorm_min": 0.9887762025567763, "sqnorm_avg": 0.9989066768533928, "sqnorm_max": 0.9999899000009784, "mean_rank": 12.94633815551537, "map_rank": 0.8507183512803018, "best": false}
json_stats: {"epoch": 1200, "elapsed": 0.6077223230386153, "loss": 1.8930979972257764, }
json_stats: {"epoch": 1201, "elapsed": 0.6159363120095804, "loss": 1.8932951409642533, }
json_stats: {"epoch": 1202, "elapsed": 0.5980328971054405, "loss": 1.8934204988352952, }
json_stats: {"epoch": 1203, "elapsed": 0.5995867740130052, "loss": 1.8923406210858456, }
json_stats: {"epoch": 1204, "elapsed": 0.5954604560974985, "loss": 1.8917916957147172, }
json_stats: {"epoch": 1205, "elapsed": 0.592384826974012, "loss": 1.8948103890292431, }
json_stats: {"epoch": 1206, "elapsed": 0.6395200350088999, "loss": 1.894062428590069, }
json_stats: {"epoch": 1207, "elapsed": 0.6012429510010406, "loss": 1.891851256934549, }
json_stats: {"epoch": 1208, "elapsed": 0.5942893200553954, "loss": 1.8934147492807265, }
json_stats: {"epoch": 1209, "elapsed": 0.6372470739297569, "loss": 1.8932617381413432, }
json_stats: {"epoch": 1210, "elapsed": 0.6075132510159165, "loss": 1.8926779345276543, }
json_stats: {"epoch": 1211, "elapsed": 0.6123378669144586, "loss": 1.8933537149901427, }
json_stats: {"epoch": 1212, "elapsed": 0.6230405030073598, "loss": 1.8929030858441225, }
json_stats: {"epoch": 1213, "elapsed": 0.6153165040304884, "loss": 1.891029976151128, }
json_stats: {"epoch": 1214, "elapsed": 0.5907430059742182, "loss": 1.8939266348985948, }
json_stats: {"epoch": 1215, "elapsed": 0.6021521399961784, "loss": 1.894008489317605, }
json_stats: {"epoch": 1216, "elapsed": 0.6307790770661086, "loss": 1.8959005999287952, }
json_stats: {"epoch": 1217, "elapsed": 0.6210416029207408, "loss": 1.8933498341873132, }
json_stats: {"epoch": 1218, "elapsed": 0.6072433980880305, "loss": 1.891783957168789, }
json_stats: {"epoch": 1219, "elapsed": 0.6000019849743694, "loss": 1.8946524201542974, }
json_stats: {"epoch": 1220, "elapsed": 0.7438506870530546, "loss": 1.8920750857412008, }
json_stats: {"epoch": 1221, "elapsed": 0.6300853330176324, "loss": 1.8933325414965225, }
json_stats: {"epoch": 1222, "elapsed": 0.5960956199560314, "loss": 1.8922389382487956, }
json_stats: {"epoch": 1223, "elapsed": 0.5960374820278957, "loss": 1.8930345569057427, }
json_stats: {"epoch": 1224, "elapsed": 0.6025158220436424, "loss": 1.8921092322364448, }
json_stats: {"epoch": 1225, "elapsed": 0.6564057669602334, "loss": 1.8933101769047682, }
json_stats: {"epoch": 1226, "elapsed": 0.6035799710080028, "loss": 1.891915286554012, }
json_stats: {"epoch": 1227, "elapsed": 0.6151322349905968, "loss": 1.8912134597944523, }
json_stats: {"epoch": 1228, "elapsed": 0.6006516530178487, "loss": 1.894970787514792, }
json_stats: {"epoch": 1229, "elapsed": 0.6175714778946713, "loss": 1.8929566466691565, }
json_stats: {"epoch": 1230, "elapsed": 0.5967408160213381, "loss": 1.8936877676517536, }
json_stats: {"epoch": 1231, "elapsed": 0.6226053410209715, "loss": 1.8911630013232192, }
json_stats: {"epoch": 1232, "elapsed": 0.6055578400846571, "loss": 1.8916180118256414, }
json_stats: {"epoch": 1233, "elapsed": 0.6014273710316047, "loss": 1.8939282403172983, }
json_stats: {"epoch": 1234, "elapsed": 0.6082264690194279, "loss": 1.8931286859094605, }
json_stats: {"epoch": 1235, "elapsed": 0.6158590420382097, "loss": 1.8904851695402658, }
json_stats: {"epoch": 1236, "elapsed": 0.6183544449741021, "loss": 1.8939967976951846, }
json_stats: {"epoch": 1237, "elapsed": 0.603767863009125, "loss": 1.8927119490761213, }
json_stats: {"epoch": 1238, "elapsed": 0.6265607749810442, "loss": 1.8929710812118712, }
json_stats: {"epoch": 1239, "elapsed": 0.6145938950357959, "loss": 1.8920306986046778, }
json_stats: {"epoch": 1240, "elapsed": 0.7137052250327542, "loss": 1.8930077067451323, }
json_stats: {"epoch": 1241, "elapsed": 0.6220236460212618, "loss": 1.891729862783605, }
json_stats: {"epoch": 1242, "elapsed": 0.6380869540153071, "loss": 1.8916485686708686, }
json_stats: {"epoch": 1243, "elapsed": 0.6203443669946864, "loss": 1.8949155469669896, }
json_stats: {"epoch": 1244, "elapsed": 0.5969938249327242, "loss": 1.8920867758537387, }
json_stats: {"epoch": 1245, "elapsed": 0.6261450300225988, "loss": 1.8923450109001436, }
json_stats: {"epoch": 1246, "elapsed": 0.6343828570097685, "loss": 1.8943739724711148, }
json_stats: {"epoch": 1247, "elapsed": 0.6286825709976256, "loss": 1.8948887986332827, }
json_stats: {"epoch": 1248, "elapsed": 0.5994753290433437, "loss": 1.8937477158089089, }
json_stats: {"epoch": 1249, "elapsed": 0.6623400810640305, "loss": 1.8917094690812593, }
json_stats: {"epoch": 1250, "elapsed": 0.5964875529753044, "loss": 1.893903214143318, }
json_stats: {"epoch": 1251, "elapsed": 0.6089860920328647, "loss": 1.8971086581619496, }
json_stats: {"epoch": 1252, "elapsed": 0.6033512119902298, "loss": 1.8929127409536308, }
json_stats: {"epoch": 1253, "elapsed": 0.6075366010190919, "loss": 1.893916825688562, }
json_stats: {"epoch": 1254, "elapsed": 0.6123155519599095, "loss": 1.8916958560777408, }
json_stats: {"epoch": 1255, "elapsed": 0.6204356539528817, "loss": 1.8933575950519557, }
json_stats: {"epoch": 1256, "elapsed": 0.6514460470061749, "loss": 1.893747747746694, }
json_stats: {"epoch": 1257, "elapsed": 0.6192119779298082, "loss": 1.8935171974188927, }
json_stats: {"epoch": 1258, "elapsed": 0.6106765519361943, "loss": 1.894063717229699, }
json_stats: {"epoch": 1259, "elapsed": 0.6151468410389498, "loss": 1.8927293303587158, }
json_stats: {"epoch": 1260, "elapsed": 0.6416892709676176, "loss": 1.891149720470371, }
json_stats: {"epoch": 1261, "elapsed": 0.5956520719919354, "loss": 1.895288057906404, }
json_stats: {"epoch": 1262, "elapsed": 0.608310958952643, "loss": 1.892451897214228, }
json_stats: {"epoch": 1263, "elapsed": 0.6270987270399928, "loss": 1.893025569686062, }
json_stats: {"epoch": 1264, "elapsed": 0.5986751719610766, "loss": 1.8950123525102416, }
json_stats: {"epoch": 1265, "elapsed": 0.6025638099526986, "loss": 1.893323272791003, }
json_stats: {"epoch": 1266, "elapsed": 0.6409246299881488, "loss": 1.8951692502841195, }
json_stats: {"epoch": 1267, "elapsed": 0.6473273060983047, "loss": 1.8938541088151128, }
json_stats: {"epoch": 1268, "elapsed": 0.660676205996424, "loss": 1.8938493930499802, }
json_stats: {"epoch": 1269, "elapsed": 0.6584537640446797, "loss": 1.8953697640652425, }
json_stats: {"epoch": 1270, "elapsed": 0.6445402499521151, "loss": 1.8909748111454001, }
json_stats: {"epoch": 1271, "elapsed": 0.6091467610094696, "loss": 1.8935342551681336, }
json_stats: {"epoch": 1272, "elapsed": 0.6532842039596289, "loss": 1.8939423065613334, }
json_stats: {"epoch": 1273, "elapsed": 0.6772482669912279, "loss": 1.8932860442394177, }
json_stats: {"epoch": 1274, "elapsed": 0.6826425809413195, "loss": 1.8932751197912425, }
json_stats: {"epoch": 1275, "elapsed": 0.7141722999513149, "loss": 1.8943787327361667, }
json_stats: {"epoch": 1276, "elapsed": 0.7463250720174983, "loss": 1.893269744742638, }
json_stats: {"epoch": 1277, "elapsed": 0.7621130439219996, "loss": 1.8921962501199459, }
json_stats: {"epoch": 1278, "elapsed": 0.7626893729902804, "loss": 1.8924298018717771, }
json_stats: {"epoch": 1279, "elapsed": 0.7113123409217224, "loss": 1.8932731065352788, }
json_stats: {"epoch": 1280, "elapsed": 0.6951810800237581, "loss": 1.893416257569569, }
json_stats: {"epoch": 1281, "elapsed": 0.7113651969702914, "loss": 1.8934352587817977, }
json_stats: {"epoch": 1282, "elapsed": 0.7092585439095274, "loss": 1.8947981226054733, }
json_stats: {"epoch": 1283, "elapsed": 0.6951464160811156, "loss": 1.891591807424447, }
json_stats: {"epoch": 1284, "elapsed": 0.6993330559926108, "loss": 1.8923076556291547, }
json_stats: {"epoch": 1285, "elapsed": 0.7085244780173525, "loss": 1.8928037867285412, }
json_stats: {"epoch": 1286, "elapsed": 0.7930310519877821, "loss": 1.8927916909253943, }
json_stats: {"epoch": 1287, "elapsed": 0.6567963460693136, "loss": 1.8923847104547389, }
json_stats: {"epoch": 1288, "elapsed": 0.610366377979517, "loss": 1.8925342817822133, }
json_stats: {"epoch": 1289, "elapsed": 0.5948099560337141, "loss": 1.8914489010322906, }
json_stats: {"epoch": 1290, "elapsed": 0.5949584830086678, "loss": 1.8925795654190722, }
json_stats: {"epoch": 1291, "elapsed": 0.6057842189911753, "loss": 1.8962455608013473, }
json_stats: {"epoch": 1292, "elapsed": 0.6115013520466164, "loss": 1.8936467720934802, }
json_stats: {"epoch": 1293, "elapsed": 0.6037456709891558, "loss": 1.8927696471727395, }
json_stats: {"epoch": 1294, "elapsed": 0.6012573670595884, "loss": 1.8934517958403017, }
json_stats: {"epoch": 1295, "elapsed": 0.6031743689673021, "loss": 1.8924674490844402, }
json_stats: {"epoch": 1296, "elapsed": 0.6127465139143169, "loss": 1.8929869271718407, }
json_stats: {"epoch": 1297, "elapsed": 0.601509933010675, "loss": 1.8939514490564762, }
json_stats: {"epoch": 1298, "elapsed": 0.6126158679835498, "loss": 1.894350504165172, }
json_stats: {"epoch": 1199, "elapsed": 0.6164650310529396, "loss": 1.8930774755256063, "sqnorm_min": 0.9893744015960252, "sqnorm_avg": 0.9989294397226015, "sqnorm_max": 0.9999899000009795, "mean_rank": 12.948372513562386, "map_rank": 0.8507345199639957, "best": false}
json_stats: {"epoch": 1300, "elapsed": 0.6306475599994883, "loss": 1.89293495685874, }
json_stats: {"epoch": 1301, "elapsed": 0.5956274559721351, "loss": 1.8925605335770885, }
json_stats: {"epoch": 1302, "elapsed": 0.5970333539880812, "loss": 1.89224272092489, }
json_stats: {"epoch": 1303, "elapsed": 0.5954488290008157, "loss": 1.8922518797138985, }
json_stats: {"epoch": 1304, "elapsed": 0.5987932870630175, "loss": 1.8947165382638353, }
json_stats: {"epoch": 1305, "elapsed": 0.596223816042766, "loss": 1.892305386666973, }
json_stats: {"epoch": 1306, "elapsed": 0.5976841020165011, "loss": 1.8951457985346563, }
json_stats: {"epoch": 1307, "elapsed": 0.6098651880165562, "loss": 1.8929482852498871, }
json_stats: {"epoch": 1308, "elapsed": 0.5926608210429549, "loss": 1.8928523165694238, }
json_stats: {"epoch": 1309, "elapsed": 0.609084052965045, "loss": 1.891465009402961, }
json_stats: {"epoch": 1310, "elapsed": 0.6020076359855011, "loss": 1.891864400746773, }
json_stats: {"epoch": 1311, "elapsed": 0.5976082879351452, "loss": 1.8936107818133905, }
json_stats: {"epoch": 1312, "elapsed": 0.6510331759927794, "loss": 1.8912942131050894, }
json_stats: {"epoch": 1313, "elapsed": 0.5978493979200721, "loss": 1.8925773551520342, }
json_stats: {"epoch": 1314, "elapsed": 0.6014007449848577, "loss": 1.8938865543244001, }
json_stats: {"epoch": 1315, "elapsed": 0.78541040699929, "loss": 1.8919981399723842, }
json_stats: {"epoch": 1316, "elapsed": 0.6085831829113886, "loss": 1.891992048992404, }
json_stats: {"epoch": 1317, "elapsed": 0.6069330899044871, "loss": 1.8937696535907942, }
json_stats: {"epoch": 1318, "elapsed": 0.6574888069881126, "loss": 1.8926685347229837, }
json_stats: {"epoch": 1319, "elapsed": 0.6781063419766724, "loss": 1.8938011821338674, }
json_stats: {"epoch": 1320, "elapsed": 0.6871859609382227, "loss": 1.893533245686589, }
json_stats: {"epoch": 1321, "elapsed": 0.7242868599714711, "loss": 1.8916272382925983, }
json_stats: {"epoch": 1322, "elapsed": 0.6889764460502192, "loss": 1.8939258797605287, }
json_stats: {"epoch": 1323, "elapsed": 0.6671549679012969, "loss": 1.8931296994975442, }
json_stats: {"epoch": 1324, "elapsed": 0.6486672149039805, "loss": 1.892833961668505, }
json_stats: {"epoch": 1325, "elapsed": 0.6818711160449311, "loss": 1.8926468234150489, }
json_stats: {"epoch": 1326, "elapsed": 0.6787775909760967, "loss": 1.8925088736725912, }
json_stats: {"epoch": 1327, "elapsed": 0.6703426270978525, "loss": 1.8937105518366626, }
json_stats: {"epoch": 1328, "elapsed": 0.7028878439450637, "loss": 1.8913439632919369, }
json_stats: {"epoch": 1329, "elapsed": 0.7305412109708413, "loss": 1.8929560542603612, }
json_stats: {"epoch": 1330, "elapsed": 0.6592952689388767, "loss": 1.8923556151207666, }
json_stats: {"epoch": 1331, "elapsed": 0.6053907910827547, "loss": 1.893758423425158, }
json_stats: {"epoch": 1332, "elapsed": 0.5996460249880329, "loss": 1.892812958736406, }
json_stats: {"epoch": 1333, "elapsed": 0.6015407210215926, "loss": 1.8934686612426224, }
json_stats: {"epoch": 1334, "elapsed": 0.6055501729715616, "loss": 1.8950071744289192, }
json_stats: {"epoch": 1335, "elapsed": 0.6194812509929761, "loss": 1.892731301819477, }
json_stats: {"epoch": 1336, "elapsed": 0.6073791750241071, "loss": 1.8938560215232632, }
json_stats: {"epoch": 1337, "elapsed": 0.5985859859501943, "loss": 1.8929917739395972, }
json_stats: {"epoch": 1338, "elapsed": 0.6697921400191262, "loss": 1.895068122736997, }
json_stats: {"epoch": 1339, "elapsed": 0.6451128319604322, "loss": 1.893588114822527, }
json_stats: {"epoch": 1340, "elapsed": 0.6799550000578165, "loss": 1.8939724061439822, }
json_stats: {"epoch": 1341, "elapsed": 0.6834584909956902, "loss": 1.89107680604616, }
json_stats: {"epoch": 1342, "elapsed": 0.7010920019820333, "loss": 1.8939242277239956, }
json_stats: {"epoch": 1343, "elapsed": 0.7015131179941818, "loss": 1.8934987253112918, }
json_stats: {"epoch": 1344, "elapsed": 0.9596610671142116, "loss": 1.8936623138933881, }
json_stats: {"epoch": 1345, "elapsed": 0.7664563959697261, "loss": 1.8931387550964176, }
json_stats: {"epoch": 1346, "elapsed": 0.6927919669542462, "loss": 1.8948050996840275, }
json_stats: {"epoch": 1347, "elapsed": 0.6917292969301343, "loss": 1.8924686302224754, }
json_stats: {"epoch": 1348, "elapsed": 0.670695184962824, "loss": 1.8944241778421123, }
json_stats: {"epoch": 1349, "elapsed": 0.6512768960092217, "loss": 1.8924057018324856, }
json_stats: {"epoch": 1350, "elapsed": 0.5997610160848126, "loss": 1.893120436282481, }
json_stats: {"epoch": 1351, "elapsed": 0.6041483270237222, "loss": 1.892901396902974, }
json_stats: {"epoch": 1352, "elapsed": 0.6017842100700364, "loss": 1.8934985011081922, }
json_stats: {"epoch": 1353, "elapsed": 0.5993572450242937, "loss": 1.8921858345147495, }
json_stats: {"epoch": 1354, "elapsed": 0.6959603340364993, "loss": 1.893371560502743, }
json_stats: {"epoch": 1355, "elapsed": 0.5914214410586283, "loss": 1.8934286228244066, }
json_stats: {"epoch": 1356, "elapsed": 0.6290892219403759, "loss": 1.8917916311580616, }
json_stats: {"epoch": 1357, "elapsed": 0.6016829489963129, "loss": 1.8936305356651755, }
json_stats: {"epoch": 1358, "elapsed": 0.5989688310073689, "loss": 1.891127454208015, }
json_stats: {"epoch": 1359, "elapsed": 0.611225010943599, "loss": 1.8938472778706246, }
json_stats: {"epoch": 1360, "elapsed": 0.6053711909335107, "loss": 1.8933402240001476, }
json_stats: {"epoch": 1361, "elapsed": 0.6127442220458761, "loss": 1.8935705244135985, }
json_stats: {"epoch": 1362, "elapsed": 0.5980681950459257, "loss": 1.8938527704080677, }
json_stats: {"epoch": 1363, "elapsed": 0.5929392429534346, "loss": 1.8937082756547963, }
json_stats: {"epoch": 1364, "elapsed": 0.5936577609973028, "loss": 1.8909157230759117, }
json_stats: {"epoch": 1365, "elapsed": 0.6022994730155915, "loss": 1.8954676748708261, }
json_stats: {"epoch": 1366, "elapsed": 0.603381798020564, "loss": 1.893692101253787, }
json_stats: {"epoch": 1367, "elapsed": 0.5959862780291587, "loss": 1.8948806977389732, }
json_stats: {"epoch": 1368, "elapsed": 0.5972164859995246, "loss": 1.8940603511713765, }
json_stats: {"epoch": 1369, "elapsed": 0.6198474949924275, "loss": 1.889284047043648, }
json_stats: {"epoch": 1370, "elapsed": 0.6040315559366718, "loss": 1.8927417297121645, }
json_stats: {"epoch": 1371, "elapsed": 0.5961994570679963, "loss": 1.8918204176520341, }
json_stats: {"epoch": 1372, "elapsed": 0.5967640239978209, "loss": 1.8929125618433948, }
json_stats: {"epoch": 1373, "elapsed": 0.5964988940395415, "loss": 1.8934611410442308, }
json_stats: {"epoch": 1374, "elapsed": 0.5953221489908174, "loss": 1.8955898398200448, }
json_stats: {"epoch": 1375, "elapsed": 0.6070856290170923, "loss": 1.8933434517181877, }
json_stats: {"epoch": 1376, "elapsed": 0.6043459249194711, "loss": 1.8933289827125206, }
json_stats: {"epoch": 1377, "elapsed": 0.6052486760308966, "loss": 1.8918407659547862, }
json_stats: {"epoch": 1378, "elapsed": 0.6277687220135704, "loss": 1.8941139115485246, }
json_stats: {"epoch": 1379, "elapsed": 0.7019240820081905, "loss": 1.8922814671338872, }
json_stats: {"epoch": 1380, "elapsed": 0.7298943870700896, "loss": 1.8922200169213064, }
json_stats: {"epoch": 1381, "elapsed": 0.7104111280059442, "loss": 1.8951537647441572, }
json_stats: {"epoch": 1382, "elapsed": 0.7342523070983589, "loss": 1.893675316472471, }
json_stats: {"epoch": 1383, "elapsed": 0.6707422839244828, "loss": 1.8940937318419013, }
json_stats: {"epoch": 1384, "elapsed": 0.6293911420507357, "loss": 1.894521081878802, }
json_stats: {"epoch": 1385, "elapsed": 0.6447657630778849, "loss": 1.8911001762892334, }
json_stats: {"epoch": 1386, "elapsed": 0.781177920056507, "loss": 1.892964518344276, }
json_stats: {"epoch": 1387, "elapsed": 0.6076337429694831, "loss": 1.893645333562745, }
json_stats: {"epoch": 1388, "elapsed": 0.603098142077215, "loss": 1.8940921253347316, }
json_stats: {"epoch": 1389, "elapsed": 0.603364157024771, "loss": 1.8939601891738216, }
json_stats: {"epoch": 1390, "elapsed": 0.6026192479766905, "loss": 1.8940405632508555, }
json_stats: {"epoch": 1391, "elapsed": 0.60714287601877, "loss": 1.8937839528338265, }
json_stats: {"epoch": 1392, "elapsed": 0.6052679010899737, "loss": 1.8945252155062042, }
json_stats: {"epoch": 1393, "elapsed": 0.6075589980464429, "loss": 1.8932350388924117, }
json_stats: {"epoch": 1394, "elapsed": 0.6048969459952787, "loss": 1.8948298283048823, }
json_stats: {"epoch": 1395, "elapsed": 0.603057730011642, "loss": 1.894563399575441, }
json_stats: {"epoch": 1396, "elapsed": 0.6168338150018826, "loss": 1.8946316097382612, }
json_stats: {"epoch": 1397, "elapsed": 0.5976014280458912, "loss": 1.8950365169389196, }
json_stats: {"epoch": 1398, "elapsed": 0.6004262500209734, "loss": 1.895874202500564, }
json_stats: {"epoch": 1299, "elapsed": 0.6071663290495053, "loss": 1.8930212255427723, "sqnorm_min": 0.989027345694216, "sqnorm_avg": 0.998936669365289, "sqnorm_max": 0.9999899000009802, "mean_rank": 12.958363471971067, "map_rank": 0.8504828100883163, "best": false}
json_stats: {"epoch": 1400, "elapsed": 0.6240884950384498, "loss": 1.891979577108029, }
json_stats: {"epoch": 1401, "elapsed": 0.6121970949461684, "loss": 1.8945826572280702, }
json_stats: {"epoch": 1402, "elapsed": 0.6209635300328955, "loss": 1.8947062209412877, }
json_stats: {"epoch": 1403, "elapsed": 0.6887077749706805, "loss": 1.892504600810601, }
json_stats: {"epoch": 1404, "elapsed": 0.6991011659847572, "loss": 1.8933387874969696, }
json_stats: {"epoch": 1405, "elapsed": 0.684700393001549, "loss": 1.8945188401828907, }
json_stats: {"epoch": 1406, "elapsed": 0.6997912169899791, "loss": 1.8931003757455247, }
json_stats: {"epoch": 1407, "elapsed": 0.6355844209901989, "loss": 1.8940123387622476, }
json_stats: {"epoch": 1408, "elapsed": 0.6055657620308921, "loss": 1.8931737276069607, }
json_stats: {"epoch": 1409, "elapsed": 0.6151611639652401, "loss": 1.8914157619273462, }
json_stats: {"epoch": 1410, "elapsed": 0.5993893840350211, "loss": 1.8936802700960134, }
json_stats: {"epoch": 1411, "elapsed": 0.6012142259860411, "loss": 1.894181648745927, }
json_stats: {"epoch": 1412, "elapsed": 0.6003591119078919, "loss": 1.894102942230557, }
json_stats: {"epoch": 1413, "elapsed": 0.5948571440530941, "loss": 1.895670619568115, }
json_stats: {"epoch": 1414, "elapsed": 0.6024944130331278, "loss": 1.8944881679024494, }
json_stats: {"epoch": 1415, "elapsed": 0.5873777869855985, "loss": 1.8948159651891037, }
json_stats: {"epoch": 1416, "elapsed": 0.6714589650509879, "loss": 1.8908607344457216, }
json_stats: {"epoch": 1417, "elapsed": 0.6065062650013715, "loss": 1.893230489760829, }
json_stats: {"epoch": 1418, "elapsed": 0.6133116689743474, "loss": 1.8941702655970396, }
json_stats: {"epoch": 1419, "elapsed": 0.605059043969959, "loss": 1.8923915444318296, }
json_stats: {"epoch": 1420, "elapsed": 0.6277245439123362, "loss": 1.8918525256259235, }
json_stats: {"epoch": 1421, "elapsed": 0.6127934170654044, "loss": 1.8909470077003898, }
json_stats: {"epoch": 1422, "elapsed": 0.6644748389953747, "loss": 1.8927759679758582, }
json_stats: {"epoch": 1423, "elapsed": 0.6072404609294608, "loss": 1.8942437165357147, }
json_stats: {"epoch": 1424, "elapsed": 0.6360002000583336, "loss": 1.8934238540238644, }
json_stats: {"epoch": 1425, "elapsed": 0.6273429349530488, "loss": 1.892954300667067, }
json_stats: {"epoch": 1426, "elapsed": 0.6296019139699638, "loss": 1.8945262306154262, }
json_stats: {"epoch": 1427, "elapsed": 0.6236876270268112, "loss": 1.8913652597698005, }
json_stats: {"epoch": 1428, "elapsed": 0.6690094330115244, "loss": 1.8935422412046043, }
json_stats: {"epoch": 1429, "elapsed": 0.6166201739106327, "loss": 1.8934562064374045, }
json_stats: {"epoch": 1430, "elapsed": 0.6369004260050133, "loss": 1.8920426683740905, }
json_stats: {"epoch": 1431, "elapsed": 0.6739468469750136, "loss": 1.8967401141566769, }
json_stats: {"epoch": 1432, "elapsed": 0.6514685089932755, "loss": 1.8924552622993176, }
json_stats: {"epoch": 1433, "elapsed": 0.6751726660877466, "loss": 1.8937949976894883, }
json_stats: {"epoch": 1434, "elapsed": 0.673159985919483, "loss": 1.8946833468487283, }
json_stats: {"epoch": 1435, "elapsed": 0.6559105729684234, "loss": 1.893458133148134, }
json_stats: {"epoch": 1436, "elapsed": 0.6620226969243959, "loss": 1.8938797906676414, }
json_stats: {"epoch": 1437, "elapsed": 0.6590226200642064, "loss": 1.8945007730549377, }
json_stats: {"epoch": 1438, "elapsed": 0.6922027670079842, "loss": 1.896064937742163, }
json_stats: {"epoch": 1439, "elapsed": 0.6543222250184044, "loss": 1.8931791999130188, }
json_stats: {"epoch": 1440, "elapsed": 0.6526291150366887, "loss": 1.8939482171779665, }
json_stats: {"epoch": 1441, "elapsed": 0.6694605340017006, "loss": 1.893000287725755, }
json_stats: {"epoch": 1442, "elapsed": 0.649346474907361, "loss": 1.892837574403836, }
json_stats: {"epoch": 1443, "elapsed": 0.6366065180627629, "loss": 1.8943151938839127, }
json_stats: {"epoch": 1444, "elapsed": 0.6390384749975055, "loss": 1.893879339879691, }
json_stats: {"epoch": 1445, "elapsed": 0.6521763480268419, "loss": 1.8956040282835214, }
json_stats: {"epoch": 1446, "elapsed": 0.6222926429472864, "loss": 1.8939632550108716, }
json_stats: {"epoch": 1447, "elapsed": 0.6281635320046917, "loss": 1.8929188432078337, }
json_stats: {"epoch": 1448, "elapsed": 0.6407721370924264, "loss": 1.8938384460914581, }
json_stats: {"epoch": 1449, "elapsed": 0.6114432440372184, "loss": 1.893553069655759, }
json_stats: {"epoch": 1450, "elapsed": 0.6054087270749733, "loss": 1.8945570536530425, }
json_stats: {"epoch": 1451, "elapsed": 0.6090278229676187, "loss": 1.8910670655174133, }
json_stats: {"epoch": 1452, "elapsed": 0.6089874940225855, "loss": 1.891797314524733, }
json_stats: {"epoch": 1453, "elapsed": 0.6012228459585458, "loss": 1.8940791573727063, }
json_stats: {"epoch": 1454, "elapsed": 0.6277869950281456, "loss": 1.8945119601293028, }
json_stats: {"epoch": 1455, "elapsed": 0.5883301709545776, "loss": 1.89342405223264, }
json_stats: {"epoch": 1456, "elapsed": 0.5917007589014247, "loss": 1.892380412376255, }
json_stats: {"epoch": 1457, "elapsed": 0.6037904520053416, "loss": 1.8940590426534252, }
json_stats: {"epoch": 1458, "elapsed": 0.5873220229987055, "loss": 1.8918367792978474, }
json_stats: {"epoch": 1459, "elapsed": 0.6229359529679641, "loss": 1.89181529341791, }
json_stats: {"epoch": 1460, "elapsed": 0.5966388990636915, "loss": 1.8923907943616312, }
json_stats: {"epoch": 1461, "elapsed": 0.5962484889896587, "loss": 1.891040746917963, }
json_stats: {"epoch": 1462, "elapsed": 0.5952951000072062, "loss": 1.8924922267198023, }
json_stats: {"epoch": 1463, "elapsed": 0.6039372300729156, "loss": 1.894209834139587, }
json_stats: {"epoch": 1464, "elapsed": 0.5966819690074772, "loss": 1.892351469884397, }
json_stats: {"epoch": 1465, "elapsed": 0.5939719011075795, "loss": 1.8908458036036773, }
json_stats: {"epoch": 1466, "elapsed": 0.5934042789740488, "loss": 1.8915487008372336, }
json_stats: {"epoch": 1467, "elapsed": 0.6026573759736493, "loss": 1.8945951054453896, }
json_stats: {"epoch": 1468, "elapsed": 0.5941361179575324, "loss": 1.8935561198692252, }
json_stats: {"epoch": 1469, "elapsed": 0.5921773250447586, "loss": 1.8932188766079818, }
json_stats: {"epoch": 1470, "elapsed": 0.6017047280911356, "loss": 1.8945455886631932, }
json_stats: {"epoch": 1471, "elapsed": 0.5934963739709929, "loss": 1.8932809015689342, }
json_stats: {"epoch": 1472, "elapsed": 0.6355562220560387, "loss": 1.893390806873134, }
json_stats: {"epoch": 1473, "elapsed": 0.5972606900613755, "loss": 1.8941099535071129, }
json_stats: {"epoch": 1474, "elapsed": 0.5948079249355942, "loss": 1.8946078051808855, }
json_stats: {"epoch": 1475, "elapsed": 0.5957256819820032, "loss": 1.8944421531679732, }
json_stats: {"epoch": 1476, "elapsed": 0.5994523200206459, "loss": 1.8921951784619628, }
json_stats: {"epoch": 1477, "elapsed": 0.6346603769343346, "loss": 1.8926466577839045, }
json_stats: {"epoch": 1478, "elapsed": 0.6064404180506244, "loss": 1.894582380727486, }
json_stats: {"epoch": 1479, "elapsed": 0.6042865170165896, "loss": 1.8921015648616655, }
json_stats: {"epoch": 1480, "elapsed": 0.6018844910431653, "loss": 1.8924859769723645, }
json_stats: {"epoch": 1481, "elapsed": 0.6009911329019815, "loss": 1.8941529495497242, }
json_stats: {"epoch": 1482, "elapsed": 0.5976101359119639, "loss": 1.8937729391449107, }
json_stats: {"epoch": 1483, "elapsed": 0.6011081419419497, "loss": 1.8945759126050443, }
json_stats: {"epoch": 1484, "elapsed": 0.5986627179663628, "loss": 1.8944115042035778, }
json_stats: {"epoch": 1485, "elapsed": 0.6027450199471787, "loss": 1.8914054257849053, }
json_stats: {"epoch": 1486, "elapsed": 0.5989534800173715, "loss": 1.8932631688140573, }
json_stats: {"epoch": 1487, "elapsed": 0.6038614140124992, "loss": 1.8943258128303546, }
json_stats: {"epoch": 1488, "elapsed": 0.621671091997996, "loss": 1.8926383299116678, }
json_stats: {"epoch": 1489, "elapsed": 0.6067615390056744, "loss": 1.8947397542615219, }
json_stats: {"epoch": 1490, "elapsed": 0.6046050440054387, "loss": 1.8944161923298903, }
json_stats: {"epoch": 1491, "elapsed": 0.6229661980178207, "loss": 1.893824232679315, }
json_stats: {"epoch": 1492, "elapsed": 0.6243574449326843, "loss": 1.892730957685036, }
json_stats: {"epoch": 1493, "elapsed": 0.655573214055039, "loss": 1.8929331038893646, }
json_stats: {"epoch": 1494, "elapsed": 0.6097432120004669, "loss": 1.892953308625511, }
json_stats: {"epoch": 1495, "elapsed": 0.6063398040132597, "loss": 1.8931818422093827, }
json_stats: {"epoch": 1496, "elapsed": 0.6111221270402893, "loss": 1.893015238837673, }
json_stats: {"epoch": 1497, "elapsed": 0.6088833779795095, "loss": 1.8922949141122936, }
json_stats: {"epoch": 1498, "elapsed": 0.6016308550024405, "loss": 1.8924772332667668, }
json_stats: {"epoch": 1399, "elapsed": 0.5989666279638186, "loss": 1.8930082254234701, "sqnorm_min": 0.9893693279060934, "sqnorm_avg": 0.9989517770704526, "sqnorm_max": 0.9999899000009802, "mean_rank": 12.929927667269439, "map_rank": 0.8509399205985667, "best": false}
json_stats: {"epoch": 1499, "elapsed": 0.6008167139953002, "loss": 1.89066577538337, "sqnorm_min": 0.9892562349086843, "sqnorm_avg": 0.9989457015904647, "sqnorm_max": 0.9999899031128667, "mean_rank": 12.955877034358046, "map_rank": 0.850474750498917, "best": false}
