Using edge list dataloader
json_conf: {"checkpoint": "../graphs2/noun//poincare5.bin", "dset": "../graphs/noun//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"}
Burn in negs=5, lr=0.005
json_stats: {"epoch": 0, "elapsed": 13.986424798000371, "loss": 1.7889425194900774, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 1, "elapsed": 15.076781474024756, "loss": 1.7846037268810788, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 2, "elapsed": 16.448553222988266, "loss": 1.781455681866294, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 3, "elapsed": 14.883887449017493, "loss": 1.7789614332312091, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 4, "elapsed": 16.0061124220083, "loss": 1.7768161688905029, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 5, "elapsed": 16.709598089015344, "loss": 1.7749477180514501, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 6, "elapsed": 16.464853773999494, "loss": 1.7732678701292006, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 7, "elapsed": 15.090655804990092, "loss": 1.771723523496688, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 8, "elapsed": 16.254497640999034, "loss": 1.7702149770524171, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 9, "elapsed": 15.996969383006217, "loss": 1.7688717467022572, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 10, "elapsed": 14.99250448399107, "loss": 1.767584827994737, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 11, "elapsed": 16.36919412401039, "loss": 1.7663239621451612, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 12, "elapsed": 16.213105836999603, "loss": 1.7651201168436708, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 13, "elapsed": 15.44571444101166, "loss": 1.7639368940901818, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 14, "elapsed": 15.976961637003114, "loss": 1.7628239967611874, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 15, "elapsed": 15.949521519010887, "loss": 1.7617308045823048, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 16, "elapsed": 15.34450378199108, "loss": 1.7606225523329833, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 17, "elapsed": 15.535052426013863, "loss": 1.7596161229286749, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 18, "elapsed": 16.014786924992222, "loss": 1.7585333203830638, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 19, "elapsed": 16.491851940983906, "loss": 1.7575242054619327, }
json_stats: {"epoch": 20, "elapsed": 20.649363272008486, "loss": 3.889749221213426, }
json_stats: {"epoch": 21, "elapsed": 20.697501023998484, "loss": 3.8038603436242475, }
json_stats: {"epoch": 22, "elapsed": 20.91544581600465, "loss": 3.7218383299214253, }
json_stats: {"epoch": 23, "elapsed": 20.8943636949989, "loss": 3.6429533469945015, }
json_stats: {"epoch": 24, "elapsed": 20.98071866101236, "loss": 3.5667242689216705, }
json_stats: {"epoch": 25, "elapsed": 20.852252620999934, "loss": 3.492855211079726, }
json_stats: {"epoch": 26, "elapsed": 20.86233109899331, "loss": 3.4208861071653986, }
json_stats: {"epoch": 27, "elapsed": 20.700179768988164, "loss": 3.3503641996638285, }
json_stats: {"epoch": 28, "elapsed": 20.904608558979817, "loss": 3.281531570123711, }
json_stats: {"epoch": 29, "elapsed": 20.77288246198441, "loss": 3.2140168393692394, }
json_stats: {"epoch": 30, "elapsed": 21.06152349000331, "loss": 3.14785862318219, }
json_stats: {"epoch": 31, "elapsed": 20.721403633011505, "loss": 3.0827053265080964, }
json_stats: {"epoch": 32, "elapsed": 21.029407680005534, "loss": 3.018889001471333, }
json_stats: {"epoch": 33, "elapsed": 20.583862687984947, "loss": 2.956320738191801, }
json_stats: {"epoch": 34, "elapsed": 20.77147000900004, "loss": 2.895239352144079, }
json_stats: {"epoch": 35, "elapsed": 20.814200444991002, "loss": 2.8357712790572385, }
json_stats: {"epoch": 36, "elapsed": 20.761113685992314, "loss": 2.777064373973273, }
json_stats: {"epoch": 37, "elapsed": 20.81177054598811, "loss": 2.720175840752033, }
json_stats: {"epoch": 38, "elapsed": 20.764823366014753, "loss": 2.664807828881838, }
json_stats: {"epoch": 39, "elapsed": 20.684948895999696, "loss": 2.6118606660839006, }
json_stats: {"epoch": 40, "elapsed": 19.661251804005587, "loss": 2.559643165839281, }
json_stats: {"epoch": 41, "elapsed": 20.329508233990055, "loss": 2.509878004456276, }
json_stats: {"epoch": 42, "elapsed": 20.57626183697721, "loss": 2.461261290253444, }
json_stats: {"epoch": 43, "elapsed": 20.48107517900644, "loss": 2.414671869145501, }
json_stats: {"epoch": 44, "elapsed": 20.309088340000017, "loss": 2.3697683607746307, }
json_stats: {"epoch": 45, "elapsed": 20.24691000097664, "loss": 2.3271628366842285, }
json_stats: {"epoch": 46, "elapsed": 19.54062318900833, "loss": 2.2853021462842995, }
json_stats: {"epoch": 47, "elapsed": 20.185817501012934, "loss": 2.24584401957728, }
json_stats: {"epoch": 48, "elapsed": 20.667757496004924, "loss": 2.2074191893033617, }
json_stats: {"epoch": 49, "elapsed": 20.632345998019446, "loss": 2.1708035114655355, }
json_stats: {"epoch": 50, "elapsed": 20.646303153014742, "loss": 2.135372051958951, }
json_stats: {"epoch": 51, "elapsed": 20.72355173100368, "loss": 2.100912509539123, }
json_stats: {"epoch": 52, "elapsed": 20.400908887997502, "loss": 2.0679605876065352, }
json_stats: {"epoch": 53, "elapsed": 20.474936440004967, "loss": 2.0360353725303235, }
json_stats: {"epoch": 54, "elapsed": 20.701660780992825, "loss": 2.004596184702888, }
json_stats: {"epoch": 55, "elapsed": 20.407054309005616, "loss": 1.9740556424102558, }
json_stats: {"epoch": 56, "elapsed": 20.902782566990936, "loss": 1.9450005828095807, }
json_stats: {"epoch": 57, "elapsed": 20.72758388699731, "loss": 1.9164672810797962, }
json_stats: {"epoch": 58, "elapsed": 20.71760422200896, "loss": 1.8882444541172914, }
json_stats: {"epoch": 59, "elapsed": 20.057396770018386, "loss": 1.8609077376426064, }
json_stats: {"epoch": 60, "elapsed": 20.355513310991228, "loss": 1.8345553423755052, }
json_stats: {"epoch": 61, "elapsed": 20.77044433300034, "loss": 1.8085878052785522, }
json_stats: {"epoch": 62, "elapsed": 20.571063395997044, "loss": 1.7828158335195181, }
json_stats: {"epoch": 63, "elapsed": 20.770580157986842, "loss": 1.757826020952437, }
json_stats: {"epoch": 64, "elapsed": 20.911575314006768, "loss": 1.7336706800888588, }
json_stats: {"epoch": 65, "elapsed": 19.971566124004312, "loss": 1.7082323277970461, }
json_stats: {"epoch": 66, "elapsed": 20.858168812002987, "loss": 1.685546704841479, }
json_stats: {"epoch": 67, "elapsed": 20.565980221988866, "loss": 1.6603563394490306, }
json_stats: {"epoch": 68, "elapsed": 20.47717397499946, "loss": 1.6391804120219577, }
json_stats: {"epoch": 69, "elapsed": 20.74124766298337, "loss": 1.6148479856749363, }
json_stats: {"epoch": 70, "elapsed": 20.82438778199139, "loss": 1.5926845613347465, }
json_stats: {"epoch": 71, "elapsed": 20.38832409097813, "loss": 1.5712090751206178, }
json_stats: {"epoch": 72, "elapsed": 20.132323433994316, "loss": 1.5494110527683318, }
json_stats: {"epoch": 73, "elapsed": 20.469504328008043, "loss": 1.5270540876133198, }
json_stats: {"epoch": 74, "elapsed": 20.590486475994112, "loss": 1.5065881424426857, }
json_stats: {"epoch": 75, "elapsed": 20.727497729996685, "loss": 1.4861094302680535, }
json_stats: {"epoch": 76, "elapsed": 20.687640324991662, "loss": 1.4647870126560483, }
json_stats: {"epoch": 77, "elapsed": 20.77193607998197, "loss": 1.445447930457154, }
json_stats: {"epoch": 78, "elapsed": 20.76239240600262, "loss": 1.4247047484376676, }
json_stats: {"epoch": 79, "elapsed": 20.531188657012535, "loss": 1.4039706552512226, }
json_stats: {"epoch": 80, "elapsed": 20.769567775016185, "loss": 1.385594547507193, }
json_stats: {"epoch": 81, "elapsed": 20.63689721398987, "loss": 1.366565316010154, }
json_stats: {"epoch": 82, "elapsed": 20.368531785992673, "loss": 1.3478577716833835, }
json_stats: {"epoch": 83, "elapsed": 20.833820930012735, "loss": 1.3277750219739586, }
json_stats: {"epoch": 84, "elapsed": 20.576545974006876, "loss": 1.3101588542510554, }
json_stats: {"epoch": 85, "elapsed": 20.6938584340096, "loss": 1.2915308128588705, }
json_stats: {"epoch": 86, "elapsed": 20.68705226801103, "loss": 1.2735429898240695, }
json_stats: {"epoch": 87, "elapsed": 20.697401227022056, "loss": 1.2559153727852819, }
json_stats: {"epoch": 88, "elapsed": 21.016590048006037, "loss": 1.237212166984338, }
json_stats: {"epoch": 89, "elapsed": 20.75286695698742, "loss": 1.2202693828685438, }
json_stats: {"epoch": 90, "elapsed": 20.574598184000934, "loss": 1.2044128388491016, }
json_stats: {"epoch": 91, "elapsed": 20.746220439003082, "loss": 1.1860868606610089, }
json_stats: {"epoch": 92, "elapsed": 20.899854442017386, "loss": 1.1691548348908019, }
json_stats: {"epoch": 93, "elapsed": 20.765136784000788, "loss": 1.152231373560333, }
json_stats: {"epoch": 94, "elapsed": 20.613833429000806, "loss": 1.1361637569819674, }
json_stats: {"epoch": 95, "elapsed": 20.702191566000693, "loss": 1.119107388744771, }
json_stats: {"epoch": 96, "elapsed": 20.320616198005155, "loss": 1.1039924996877735, }
json_stats: {"epoch": 97, "elapsed": 20.343457012000727, "loss": 1.087412246397502, }
json_stats: {"epoch": 98, "elapsed": 20.43806783002219, "loss": 1.0718031897867493, }
json_stats: {"epoch": 100, "elapsed": 26.80367950501386, "loss": 1.0411118803251587, }
json_stats: {"epoch": 101, "elapsed": 27.02521538498695, "loss": 1.0260986404609307, }
json_stats: {"epoch": 102, "elapsed": 27.20385968100163, "loss": 1.0109625262572501, }
json_stats: {"epoch": 103, "elapsed": 26.820014819008065, "loss": 0.9962733426029143, }
json_stats: {"epoch": 104, "elapsed": 26.47529557600501, "loss": 0.9821786240725463, }
json_stats: {"epoch": 105, "elapsed": 28.500377780990675, "loss": 0.967632047726328, }
json_stats: {"epoch": 106, "elapsed": 28.23770678602159, "loss": 0.9529929156220622, }
json_stats: {"epoch": 107, "elapsed": 26.71777400499559, "loss": 0.9392210388946998, }
json_stats: {"epoch": 108, "elapsed": 26.95081192298676, "loss": 0.9252924474331907, }
json_stats: {"epoch": 109, "elapsed": 27.51523084900691, "loss": 0.9112142001286646, }
json_stats: {"epoch": 110, "elapsed": 26.833382337994408, "loss": 0.8987072962829947, }
json_stats: {"epoch": 111, "elapsed": 27.905541485000867, "loss": 0.886433166520514, }
json_stats: {"epoch": 112, "elapsed": 26.4816536270082, "loss": 0.8730755464110734, }
json_stats: {"epoch": 113, "elapsed": 26.555780333990697, "loss": 0.8599399639483069, }
json_stats: {"epoch": 114, "elapsed": 26.40858468101942, "loss": 0.8473292326744736, }
json_stats: {"epoch": 115, "elapsed": 26.301036973978626, "loss": 0.8354555020700642, }
json_stats: {"epoch": 116, "elapsed": 26.395661553979153, "loss": 0.8222363162448955, }
json_stats: {"epoch": 117, "elapsed": 26.13885446402128, "loss": 0.8109639746758306, }
json_stats: {"epoch": 118, "elapsed": 26.42407410501619, "loss": 0.7993682235960269, }
json_stats: {"epoch": 119, "elapsed": 26.48031404899666, "loss": 0.7865848650673491, }
json_stats: {"epoch": 120, "elapsed": 29.47308865201194, "loss": 0.776551427276993, }
json_stats: {"epoch": 121, "elapsed": 29.498459846014157, "loss": 0.7647177264634729, }
json_stats: {"epoch": 122, "elapsed": 29.666485777997877, "loss": 0.7526414029652058, }
json_stats: {"epoch": 123, "elapsed": 27.651291785005014, "loss": 0.7423843624940935, }
json_stats: {"epoch": 124, "elapsed": 29.828540370013798, "loss": 0.7332700907078279, }
json_stats: {"epoch": 125, "elapsed": 27.993268196994904, "loss": 0.7221016733991636, }
json_stats: {"epoch": 126, "elapsed": 27.967055982007878, "loss": 0.7121169759209092, }
json_stats: {"epoch": 127, "elapsed": 26.243784847989446, "loss": 0.7019730804847488, }
json_stats: {"epoch": 128, "elapsed": 28.847246377001284, "loss": 0.6915350921878397, }
json_stats: {"epoch": 129, "elapsed": 26.73906965999049, "loss": 0.6822207992672701, }
json_stats: {"epoch": 130, "elapsed": 26.36282785999356, "loss": 0.6724345840429603, }
json_stats: {"epoch": 131, "elapsed": 27.34249390900368, "loss": 0.6622758245686612, }
json_stats: {"epoch": 132, "elapsed": 26.51474370600772, "loss": 0.6544292660766358, }
json_stats: {"epoch": 133, "elapsed": 26.553305815003114, "loss": 0.6451143437297613, }
json_stats: {"epoch": 134, "elapsed": 26.455102161009563, "loss": 0.6350815101812243, }
json_stats: {"epoch": 135, "elapsed": 26.400527238991344, "loss": 0.6262412900213326, }
json_stats: {"epoch": 136, "elapsed": 26.251504680985818, "loss": 0.6194681948730191, }
json_stats: {"epoch": 137, "elapsed": 26.18736150400946, "loss": 0.6100496482442964, }
json_stats: {"epoch": 138, "elapsed": 26.5216247960052, "loss": 0.6019058001172843, }
json_stats: {"epoch": 139, "elapsed": 29.166129354009172, "loss": 0.5948422729652696, }
json_stats: {"epoch": 140, "elapsed": 28.259869911998976, "loss": 0.5856259112459484, }
json_stats: {"epoch": 141, "elapsed": 30.934192115993937, "loss": 0.5787859167717021, }
json_stats: {"epoch": 142, "elapsed": 28.31795489502838, "loss": 0.5700160235251386, }
json_stats: {"epoch": 143, "elapsed": 26.18800550600281, "loss": 0.5637523519894909, }
json_stats: {"epoch": 144, "elapsed": 26.141941960988333, "loss": 0.5541627860476254, }
json_stats: {"epoch": 145, "elapsed": 26.355388169002254, "loss": 0.5473976546174174, }
json_stats: {"epoch": 146, "elapsed": 28.130477119993884, "loss": 0.5422919133795381, }
json_stats: {"epoch": 147, "elapsed": 26.374800329009304, "loss": 0.5339197505375118, }
json_stats: {"epoch": 148, "elapsed": 27.15256383799715, "loss": 0.5284543974595421, }
json_stats: {"epoch": 149, "elapsed": 26.83215069200378, "loss": 0.5200867183706748, }
json_stats: {"epoch": 150, "elapsed": 26.33681376799359, "loss": 0.5149985396823231, }
json_stats: {"epoch": 151, "elapsed": 26.449065674998565, "loss": 0.5073621962932724, }
json_stats: {"epoch": 152, "elapsed": 26.02821148801013, "loss": 0.5019024031438162, }
json_stats: {"epoch": 153, "elapsed": 26.39396624598885, "loss": 0.4943651541162699, }
json_stats: {"epoch": 154, "elapsed": 26.819679981999798, "loss": 0.4896460200520432, }
json_stats: {"epoch": 155, "elapsed": 27.3527756340045, "loss": 0.48244297827265586, }
json_stats: {"epoch": 156, "elapsed": 27.24167726599262, "loss": 0.47656481663809447, }
json_stats: {"epoch": 157, "elapsed": 28.077959902002476, "loss": 0.4711121264206198, }
json_stats: {"epoch": 158, "elapsed": 27.30776256401441, "loss": 0.4656353905648653, }
json_stats: {"epoch": 159, "elapsed": 28.814236244012136, "loss": 0.4595653401249218, }
json_stats: {"epoch": 160, "elapsed": 27.165911326999776, "loss": 0.45477061133910646, }
json_stats: {"epoch": 161, "elapsed": 26.297108817001572, "loss": 0.44970320427082133, }
json_stats: {"epoch": 162, "elapsed": 26.530592324997997, "loss": 0.44401564019768, }
json_stats: {"epoch": 163, "elapsed": 26.083917963987915, "loss": 0.4402313225398567, }
json_stats: {"epoch": 164, "elapsed": 26.070061545993667, "loss": 0.4336744656770132, }
json_stats: {"epoch": 165, "elapsed": 26.37359091299004, "loss": 0.43037950858046853, }
json_stats: {"epoch": 166, "elapsed": 23.21775924199028, "loss": 0.4254972547012139, }
json_stats: {"epoch": 167, "elapsed": 19.50959340998088, "loss": 0.4193622061426498, }
json_stats: {"epoch": 168, "elapsed": 18.952962786977878, "loss": 0.41544084379232843, }
json_stats: {"epoch": 169, "elapsed": 20.4956549310009, "loss": 0.4109315641205418, }
json_stats: {"epoch": 170, "elapsed": 20.27312743998482, "loss": 0.4057481164684418, }
json_stats: {"epoch": 171, "elapsed": 20.666873405018123, "loss": 0.4027838829612869, }
json_stats: {"epoch": 172, "elapsed": 20.5081390599953, "loss": 0.39757506445736923, }
json_stats: {"epoch": 173, "elapsed": 20.52857455398771, "loss": 0.3928886171872101, }
json_stats: {"epoch": 174, "elapsed": 20.830323956994107, "loss": 0.38900253829979864, }
json_stats: {"epoch": 175, "elapsed": 20.748156217014184, "loss": 0.38369490383129473, }
json_stats: {"epoch": 176, "elapsed": 19.97648522700183, "loss": 0.3808898582535145, }
json_stats: {"epoch": 177, "elapsed": 20.23501461200067, "loss": 0.37604507539557247, }
json_stats: {"epoch": 178, "elapsed": 20.390761533984914, "loss": 0.37204364234118037, }
json_stats: {"epoch": 179, "elapsed": 19.826873724989127, "loss": 0.36978735260179496, }
json_stats: {"epoch": 180, "elapsed": 20.549856616999023, "loss": 0.366451124660476, }
json_stats: {"epoch": 181, "elapsed": 21.094179345003795, "loss": 0.3608436423375305, }
json_stats: {"epoch": 182, "elapsed": 20.901480266009457, "loss": 0.3578418947006768, }
json_stats: {"epoch": 183, "elapsed": 20.94938027099124, "loss": 0.3547416409036985, }
json_stats: {"epoch": 184, "elapsed": 20.632096888992237, "loss": 0.35131549884692953, }
json_stats: {"epoch": 185, "elapsed": 20.914777436002623, "loss": 0.34720783349733336, }
json_stats: {"epoch": 186, "elapsed": 20.98930977101554, "loss": 0.3433676728877365, }
json_stats: {"epoch": 187, "elapsed": 20.97549270701711, "loss": 0.3398696310125535, }
json_stats: {"epoch": 188, "elapsed": 20.56773496401729, "loss": 0.33698607601443986, }
json_stats: {"epoch": 189, "elapsed": 20.921950201998698, "loss": 0.3348071603432836, }
json_stats: {"epoch": 190, "elapsed": 21.21846795702004, "loss": 0.3300257576560783, }
json_stats: {"epoch": 191, "elapsed": 20.795586510008434, "loss": 0.32711624471659717, }
json_stats: {"epoch": 192, "elapsed": 20.65845323499525, "loss": 0.324462762951584, }
json_stats: {"epoch": 193, "elapsed": 20.744583488005446, "loss": 0.3215394795331174, }
json_stats: {"epoch": 194, "elapsed": 21.31786108200322, "loss": 0.31894905776826527, }
json_stats: {"epoch": 195, "elapsed": 20.683209442999214, "loss": 0.31668858864716376, }
json_stats: {"epoch": 196, "elapsed": 20.48919722100254, "loss": 0.313070231338857, }
json_stats: {"epoch": 197, "elapsed": 20.153386391000822, "loss": 0.3103096194407464, }
json_stats: {"epoch": 198, "elapsed": 20.310463376983535, "loss": 0.30688280208087426, }
json_stats: {"epoch": 99, "elapsed": 20.39316648498061, "loss": 1.0580764166633132, "sqnorm_min": 0.02935995767186694, "sqnorm_avg": 0.9658859233993345, "sqnorm_max": 0.9948472027734457, "mean_rank": 711.7626129411669, "map_rank": 0.0775667761549539, "best": true}
json_stats: {"epoch": 200, "elapsed": 26.569945361989085, "loss": 0.3015708582794549, }
json_stats: {"epoch": 201, "elapsed": 26.516263504017843, "loss": 0.2994221521964814, }
json_stats: {"epoch": 202, "elapsed": 26.72357926898985, "loss": 0.2959631932551432, }
json_stats: {"epoch": 203, "elapsed": 26.785966441006167, "loss": 0.2939785569558929, }
json_stats: {"epoch": 204, "elapsed": 26.780365685001016, "loss": 0.2918419589778264, }
json_stats: {"epoch": 205, "elapsed": 27.758336783997947, "loss": 0.2890462079274348, }
json_stats: {"epoch": 206, "elapsed": 26.841224592004437, "loss": 0.28639270311333465, }
json_stats: {"epoch": 207, "elapsed": 26.700497555022594, "loss": 0.28317780444231117, }
json_stats: {"epoch": 208, "elapsed": 26.489187609986402, "loss": 0.2821223646598023, }
json_stats: {"epoch": 209, "elapsed": 26.40198025899008, "loss": 0.2794000901663442, }
json_stats: {"epoch": 210, "elapsed": 28.356039614998735, "loss": 0.2757350411563023, }
json_stats: {"epoch": 211, "elapsed": 26.427462179010035, "loss": 0.2748890493403775, }
json_stats: {"epoch": 212, "elapsed": 26.41115336699295, "loss": 0.2716550224117212, }
json_stats: {"epoch": 213, "elapsed": 28.746168381010648, "loss": 0.2701823227898599, }
json_stats: {"epoch": 214, "elapsed": 27.79830202498124, "loss": 0.26761797063064563, }
json_stats: {"epoch": 215, "elapsed": 30.542597527994076, "loss": 0.26589169584214073, }
json_stats: {"epoch": 216, "elapsed": 28.999391999997897, "loss": 0.26360973340413824, }
json_stats: {"epoch": 217, "elapsed": 26.782215554005234, "loss": 0.26214956397071887, }
json_stats: {"epoch": 218, "elapsed": 29.987836836022325, "loss": 0.26001930056566647, }
json_stats: {"epoch": 219, "elapsed": 28.048620551999193, "loss": 0.2565920751574979, }
json_stats: {"epoch": 220, "elapsed": 26.29808752401732, "loss": 0.2558640499964207, }
json_stats: {"epoch": 221, "elapsed": 26.236403863003943, "loss": 0.25339744028012967, }
json_stats: {"epoch": 222, "elapsed": 29.465131178003503, "loss": 0.25217351138693633, }
json_stats: {"epoch": 223, "elapsed": 26.33674799100845, "loss": 0.25001965634917866, }
json_stats: {"epoch": 224, "elapsed": 26.133978247002233, "loss": 0.24814360940553792, }
json_stats: {"epoch": 225, "elapsed": 26.770442951004952, "loss": 0.2458272112309548, }
json_stats: {"epoch": 226, "elapsed": 26.118296116997954, "loss": 0.24513211436640225, }
json_stats: {"epoch": 227, "elapsed": 26.332759085984435, "loss": 0.24126167494823436, }
json_stats: {"epoch": 228, "elapsed": 27.854003168002237, "loss": 0.23996917142263077, }
json_stats: {"epoch": 229, "elapsed": 26.425997788988752, "loss": 0.23921081200270106, }
json_stats: {"epoch": 230, "elapsed": 26.47057920199586, "loss": 0.23755507242343968, }
json_stats: {"epoch": 231, "elapsed": 27.414363479008898, "loss": 0.23567695398005226, }
json_stats: {"epoch": 232, "elapsed": 26.21771716501098, "loss": 0.23360484500980247, }
json_stats: {"epoch": 233, "elapsed": 26.457018221000908, "loss": 0.231898715064466, }
json_stats: {"epoch": 234, "elapsed": 26.174758100998588, "loss": 0.23138823954929816, }
json_stats: {"epoch": 235, "elapsed": 26.276411079015816, "loss": 0.2287749547371751, }
json_stats: {"epoch": 236, "elapsed": 26.154813869012287, "loss": 0.22739276306767142, }
json_stats: {"epoch": 237, "elapsed": 26.4518025899888, "loss": 0.2263072287892654, }
json_stats: {"epoch": 238, "elapsed": 26.396188232989516, "loss": 0.22330862544480148, }
json_stats: {"epoch": 239, "elapsed": 29.074289481010055, "loss": 0.22219053805374114, }
json_stats: {"epoch": 240, "elapsed": 30.901263994019246, "loss": 0.22143556221143765, }
json_stats: {"epoch": 241, "elapsed": 26.400065321999136, "loss": 0.22037069401370063, }
json_stats: {"epoch": 242, "elapsed": 27.801655724993907, "loss": 0.21710409531276317, }
json_stats: {"epoch": 243, "elapsed": 26.09980180801358, "loss": 0.21631778738952753, }
json_stats: {"epoch": 244, "elapsed": 26.133086796995485, "loss": 0.21568175895412758, }
json_stats: {"epoch": 245, "elapsed": 26.0831529230054, "loss": 0.21323099136290505, }
json_stats: {"epoch": 246, "elapsed": 26.786476490000496, "loss": 0.21274187737082145, }
json_stats: {"epoch": 247, "elapsed": 27.018365253985394, "loss": 0.2109001571975832, }
json_stats: {"epoch": 248, "elapsed": 26.259765961003723, "loss": 0.20900329383907398, }
json_stats: {"epoch": 249, "elapsed": 26.1850452600047, "loss": 0.2071533479156463, }
json_stats: {"epoch": 250, "elapsed": 27.634944645978976, "loss": 0.20627606681254798, }
json_stats: {"epoch": 251, "elapsed": 27.41950618699775, "loss": 0.20511780057008236, }
json_stats: {"epoch": 252, "elapsed": 25.990634332003538, "loss": 0.20400379556875092, }
json_stats: {"epoch": 253, "elapsed": 26.556177769001806, "loss": 0.2029735098026039, }
json_stats: {"epoch": 254, "elapsed": 30.889832689979812, "loss": 0.20031265780318835, }
json_stats: {"epoch": 255, "elapsed": 30.859468615002697, "loss": 0.2001958391138014, }
json_stats: {"epoch": 256, "elapsed": 28.405256288999226, "loss": 0.19813933916311421, }
json_stats: {"epoch": 257, "elapsed": 26.255587463005213, "loss": 0.1990526866250406, }
json_stats: {"epoch": 258, "elapsed": 26.534848517010687, "loss": 0.1959198766701316, }
json_stats: {"epoch": 259, "elapsed": 27.95728082000278, "loss": 0.19600809822807688, }
json_stats: {"epoch": 260, "elapsed": 28.385154282994336, "loss": 0.1930646537389844, }
json_stats: {"epoch": 261, "elapsed": 26.279865050018998, "loss": 0.19293358375714229, }
json_stats: {"epoch": 262, "elapsed": 26.29851678200066, "loss": 0.19268733302343824, }
json_stats: {"epoch": 263, "elapsed": 26.21067137600039, "loss": 0.19083020452288157, }
json_stats: {"epoch": 264, "elapsed": 27.266820913006086, "loss": 0.18984802783585836, }
json_stats: {"epoch": 265, "elapsed": 24.611038853996433, "loss": 0.18899005852284453, }
json_stats: {"epoch": 266, "elapsed": 20.124287218990503, "loss": 0.18753065481857667, }
json_stats: {"epoch": 267, "elapsed": 19.714625182998134, "loss": 0.1869644308045569, }
json_stats: {"epoch": 268, "elapsed": 19.677421075000893, "loss": 0.1852353799701287, }
json_stats: {"epoch": 269, "elapsed": 19.928156313981162, "loss": 0.1844621637295138, }
json_stats: {"epoch": 270, "elapsed": 20.86917879700195, "loss": 0.18325213459644754, }
json_stats: {"epoch": 271, "elapsed": 20.644919040991226, "loss": 0.18217808235177058, }
json_stats: {"epoch": 272, "elapsed": 20.69059097999707, "loss": 0.18104912754371333, }
json_stats: {"epoch": 273, "elapsed": 20.58753340601106, "loss": 0.17977376164764425, }
json_stats: {"epoch": 274, "elapsed": 20.66917328798445, "loss": 0.17910008255841264, }
json_stats: {"epoch": 275, "elapsed": 20.423231942986604, "loss": 0.17773864037359993, }
json_stats: {"epoch": 276, "elapsed": 20.672661855001934, "loss": 0.1781569820444081, }
json_stats: {"epoch": 277, "elapsed": 20.48345684801461, "loss": 0.17641366179784926, }
json_stats: {"epoch": 278, "elapsed": 20.689742499002023, "loss": 0.17520963656259717, }
json_stats: {"epoch": 279, "elapsed": 20.77452538200305, "loss": 0.1737113164874006, }
json_stats: {"epoch": 280, "elapsed": 19.762202740996145, "loss": 0.17268702511940762, }
json_stats: {"epoch": 281, "elapsed": 20.12815211599809, "loss": 0.1725262373631681, }
json_stats: {"epoch": 282, "elapsed": 20.580235849978635, "loss": 0.17115687806872898, }
json_stats: {"epoch": 283, "elapsed": 20.68903247299022, "loss": 0.17028002702617845, }
json_stats: {"epoch": 284, "elapsed": 20.46804800402606, "loss": 0.16918063347047846, }
json_stats: {"epoch": 285, "elapsed": 20.44160992000252, "loss": 0.16947034300380978, }
json_stats: {"epoch": 286, "elapsed": 20.558055319997948, "loss": 0.16760067152143843, }
json_stats: {"epoch": 287, "elapsed": 19.96281871802057, "loss": 0.16609149682387594, }
json_stats: {"epoch": 288, "elapsed": 20.28747421700973, "loss": 0.1663693498735015, }
json_stats: {"epoch": 289, "elapsed": 19.99773751097382, "loss": 0.16536143964655817, }
json_stats: {"epoch": 290, "elapsed": 20.30130380098126, "loss": 0.1637035215675017, }
json_stats: {"epoch": 291, "elapsed": 20.919687036977848, "loss": 0.16298370415720176, }
json_stats: {"epoch": 292, "elapsed": 20.774012347013922, "loss": 0.16210916536898984, }
json_stats: {"epoch": 293, "elapsed": 20.929493860981893, "loss": 0.161761855280992, }
json_stats: {"epoch": 294, "elapsed": 20.695507589000044, "loss": 0.16023452418701561, }
json_stats: {"epoch": 295, "elapsed": 20.765798753971467, "loss": 0.16017574888157723, }
json_stats: {"epoch": 296, "elapsed": 20.774742169014644, "loss": 0.15930409619678212, }
json_stats: {"epoch": 297, "elapsed": 20.670162789989263, "loss": 0.15768593176813736, }
json_stats: {"epoch": 298, "elapsed": 20.74774747499032, "loss": 0.15693942156504417, }
json_stats: {"epoch": 199, "elapsed": 20.818011505994946, "loss": 0.3038608787298606, "sqnorm_min": 0.006132520003279615, "sqnorm_avg": 0.9963994097078759, "sqnorm_max": 0.9997237747594837, "mean_rank": 135.1042449999058, "map_rank": 0.19662869179479853, "best": true}
json_stats: {"epoch": 300, "elapsed": 26.475669424020452, "loss": 0.1561199470631412, }
json_stats: {"epoch": 301, "elapsed": 26.61403157800669, "loss": 0.15499974996160473, }
json_stats: {"epoch": 302, "elapsed": 27.755148962984094, "loss": 0.1549390371640924, }
json_stats: {"epoch": 303, "elapsed": 27.835371296998346, "loss": 0.1527336879640895, }
json_stats: {"epoch": 304, "elapsed": 26.561903605994303, "loss": 0.15296363290171944, }
json_stats: {"epoch": 305, "elapsed": 26.31303479199414, "loss": 0.15274407381948737, }
json_stats: {"epoch": 306, "elapsed": 27.849230718013132, "loss": 0.1509135802326549, }
json_stats: {"epoch": 307, "elapsed": 26.380024147976656, "loss": 0.14974882500631215, }
json_stats: {"epoch": 308, "elapsed": 28.95908204698935, "loss": 0.15004580368847475, }
json_stats: {"epoch": 309, "elapsed": 27.47945267299656, "loss": 0.14885681938965356, }
json_stats: {"epoch": 310, "elapsed": 27.30437249899842, "loss": 0.1488836157799301, }
json_stats: {"epoch": 311, "elapsed": 27.18902707399684, "loss": 0.1479572892077376, }
json_stats: {"epoch": 312, "elapsed": 27.505391732003773, "loss": 0.14680023807835335, }
json_stats: {"epoch": 313, "elapsed": 27.25003802299034, "loss": 0.14651698463910853, }
json_stats: {"epoch": 314, "elapsed": 26.620969224983128, "loss": 0.14565265535255387, }
json_stats: {"epoch": 315, "elapsed": 28.55961534101516, "loss": 0.14462531212673718, }
json_stats: {"epoch": 316, "elapsed": 29.10210409501451, "loss": 0.1448496536964181, }
json_stats: {"epoch": 317, "elapsed": 26.37462727399543, "loss": 0.14417597987744618, }
json_stats: {"epoch": 318, "elapsed": 26.389933310012566, "loss": 0.14213409360519325, }
json_stats: {"epoch": 319, "elapsed": 26.05554130798555, "loss": 0.1414474563409939, }
json_stats: {"epoch": 320, "elapsed": 26.388342392019695, "loss": 0.14176819335084165, }
json_stats: {"epoch": 321, "elapsed": 26.239688449015375, "loss": 0.14133681797721043, }
json_stats: {"epoch": 322, "elapsed": 26.367846364009893, "loss": 0.14009026130438407, }
json_stats: {"epoch": 323, "elapsed": 26.19909727401682, "loss": 0.13962565769287583, }
json_stats: {"epoch": 324, "elapsed": 26.112719886004925, "loss": 0.1398936669160194, }
json_stats: {"epoch": 325, "elapsed": 26.188466614985373, "loss": 0.13866378063185256, }
json_stats: {"epoch": 326, "elapsed": 30.74475423200056, "loss": 0.13811495151970937, }
json_stats: {"epoch": 327, "elapsed": 26.23543672199594, "loss": 0.1384003756993437, }
json_stats: {"epoch": 328, "elapsed": 27.0246547429997, "loss": 0.13669274585683824, }
json_stats: {"epoch": 329, "elapsed": 26.013321129983524, "loss": 0.13644096134844808, }
json_stats: {"epoch": 330, "elapsed": 27.039210490009282, "loss": 0.1365782681919149, }
json_stats: {"epoch": 331, "elapsed": 28.6203805260011, "loss": 0.13548412028723889, }
json_stats: {"epoch": 332, "elapsed": 26.00438426900655, "loss": 0.13432792165925653, }
json_stats: {"epoch": 333, "elapsed": 27.032121743017342, "loss": 0.13412343802519086, }
json_stats: {"epoch": 334, "elapsed": 28.020142580004176, "loss": 0.13327518505024263, }
json_stats: {"epoch": 335, "elapsed": 28.32560854399344, "loss": 0.1328845333688036, }
json_stats: {"epoch": 336, "elapsed": 26.835894103976898, "loss": 0.1331693427355839, }
json_stats: {"epoch": 337, "elapsed": 26.174676802998874, "loss": 0.13146093703704634, }
json_stats: {"epoch": 338, "elapsed": 28.336763866012916, "loss": 0.1309036627668118, }
json_stats: {"epoch": 339, "elapsed": 27.302416360995267, "loss": 0.13017795727076584, }
json_stats: {"epoch": 340, "elapsed": 29.96690676099388, "loss": 0.13053469188389252, }
json_stats: {"epoch": 341, "elapsed": 29.44876011001179, "loss": 0.12932139854586794, }
json_stats: {"epoch": 342, "elapsed": 27.5962762410054, "loss": 0.12822957528419554, }
json_stats: {"epoch": 343, "elapsed": 28.589268547017127, "loss": 0.1282900909464485, }
json_stats: {"epoch": 344, "elapsed": 27.0327765349939, "loss": 0.12810773954773025, }
json_stats: {"epoch": 345, "elapsed": 28.4941526420007, "loss": 0.12727879465807682, }
json_stats: {"epoch": 346, "elapsed": 30.498686236009235, "loss": 0.1269738629851296, }
json_stats: {"epoch": 347, "elapsed": 26.29450032900786, "loss": 0.12684301906814902, }
json_stats: {"epoch": 348, "elapsed": 26.356319542013807, "loss": 0.126163335916084, }
json_stats: {"epoch": 349, "elapsed": 26.52124893400469, "loss": 0.12499725085556593, }
json_stats: {"epoch": 350, "elapsed": 26.23786729099811, "loss": 0.12430416411175065, }
json_stats: {"epoch": 351, "elapsed": 26.524979656009236, "loss": 0.12431102274599057, }
json_stats: {"epoch": 352, "elapsed": 26.313487088977126, "loss": 0.12400039579066845, }
json_stats: {"epoch": 353, "elapsed": 27.7102038290177, "loss": 0.12310950653221556, }
json_stats: {"epoch": 354, "elapsed": 27.582196926989127, "loss": 0.12261017558500444, }
json_stats: {"epoch": 355, "elapsed": 26.253835686016828, "loss": 0.12262374073611343, }
json_stats: {"epoch": 356, "elapsed": 26.11670899001183, "loss": 0.12171212877782397, }
json_stats: {"epoch": 357, "elapsed": 26.528830131981522, "loss": 0.12210032632482415, }
json_stats: {"epoch": 358, "elapsed": 26.215370835008798, "loss": 0.1211691640667844, }
json_stats: {"epoch": 359, "elapsed": 26.999803909973707, "loss": 0.12027959580685486, }
json_stats: {"epoch": 360, "elapsed": 29.98416013698443, "loss": 0.12057295916754883, }
json_stats: {"epoch": 361, "elapsed": 26.10450601100456, "loss": 0.11999412766594021, }
json_stats: {"epoch": 362, "elapsed": 28.305558055988513, "loss": 0.11910932401003044, }
json_stats: {"epoch": 363, "elapsed": 29.79328350900323, "loss": 0.11883322799297538, }
json_stats: {"epoch": 364, "elapsed": 26.116330436023418, "loss": 0.11874146843360817, }
json_stats: {"epoch": 365, "elapsed": 23.934862727008294, "loss": 0.11771037742176452, }
json_stats: {"epoch": 366, "elapsed": 19.88351174199488, "loss": 0.11740393725868595, }
json_stats: {"epoch": 367, "elapsed": 20.081553599011386, "loss": 0.11762199433480226, }
json_stats: {"epoch": 368, "elapsed": 20.43096268197405, "loss": 0.11613691326663489, }
json_stats: {"epoch": 369, "elapsed": 19.65938826400088, "loss": 0.1158817560803745, }
json_stats: {"epoch": 370, "elapsed": 20.103240890981397, "loss": 0.11592463473899087, }
json_stats: {"epoch": 371, "elapsed": 19.61728390699136, "loss": 0.11427086844432383, }
json_stats: {"epoch": 372, "elapsed": 20.62141175000579, "loss": 0.11468883903604522, }
json_stats: {"epoch": 373, "elapsed": 20.862823303003097, "loss": 0.11441710066980641, }
json_stats: {"epoch": 374, "elapsed": 20.77345787899685, "loss": 0.11376221879471698, }
json_stats: {"epoch": 375, "elapsed": 20.73713448899798, "loss": 0.1130031042550957, }
json_stats: {"epoch": 376, "elapsed": 20.862119626021013, "loss": 0.11336249787684916, }
json_stats: {"epoch": 377, "elapsed": 20.795039741002256, "loss": 0.11368130120482281, }
json_stats: {"epoch": 378, "elapsed": 20.98374672999489, "loss": 0.11239289609089448, }
json_stats: {"epoch": 379, "elapsed": 20.772507118002977, "loss": 0.11263100970888214, }
json_stats: {"epoch": 380, "elapsed": 20.762309039011598, "loss": 0.11126627615540835, }
json_stats: {"epoch": 381, "elapsed": 19.799577591009438, "loss": 0.11097099519193018, }
json_stats: {"epoch": 382, "elapsed": 19.68206942200777, "loss": 0.11041285830247384, }
json_stats: {"epoch": 383, "elapsed": 19.69932309599244, "loss": 0.11026571925263629, }
json_stats: {"epoch": 384, "elapsed": 20.451432128000306, "loss": 0.10996896483541896, }
json_stats: {"epoch": 385, "elapsed": 20.880038814997533, "loss": 0.10992204673200698, }
json_stats: {"epoch": 386, "elapsed": 20.8338913040061, "loss": 0.10947611114818674, }
json_stats: {"epoch": 387, "elapsed": 20.838429403986083, "loss": 0.10861868452676857, }
json_stats: {"epoch": 388, "elapsed": 20.752080225007376, "loss": 0.10825144541603215, }
json_stats: {"epoch": 389, "elapsed": 20.772344967001118, "loss": 0.10767521401006756, }
json_stats: {"epoch": 390, "elapsed": 20.447877997008618, "loss": 0.10744753413040689, }
json_stats: {"epoch": 391, "elapsed": 20.81820826101466, "loss": 0.10739238358509319, }
json_stats: {"epoch": 392, "elapsed": 20.20504562999122, "loss": 0.10707881073530026, }
json_stats: {"epoch": 393, "elapsed": 20.724271053011762, "loss": 0.10677037626726556, }
json_stats: {"epoch": 394, "elapsed": 20.6713493510033, "loss": 0.1061355702513583, }
json_stats: {"epoch": 395, "elapsed": 20.705819446011446, "loss": 0.10636996601143289, }
json_stats: {"epoch": 396, "elapsed": 20.64839921798557, "loss": 0.10605482479837938, }
json_stats: {"epoch": 397, "elapsed": 20.69851189100882, "loss": 0.10579053771427778, }
json_stats: {"epoch": 398, "elapsed": 20.710282959975302, "loss": 0.10449839663317306, }
json_stats: {"epoch": 299, "elapsed": 20.274085718992865, "loss": 0.15658094172405435, "sqnorm_min": 0.04641824535500188, "sqnorm_avg": 0.9986189032010161, "sqnorm_max": 0.9999287937356011, "mean_rank": 67.17359228945236, "map_rank": 0.3070657214174485, "best": true}
json_stats: {"epoch": 400, "elapsed": 26.869368046987802, "loss": 0.10427548467914782, }
json_stats: {"epoch": 401, "elapsed": 29.926176748005673, "loss": 0.10349781486268349, }
json_stats: {"epoch": 402, "elapsed": 31.134967288991902, "loss": 0.10383009067322363, }
json_stats: {"epoch": 403, "elapsed": 27.345292847021483, "loss": 0.10313409494016258, }
json_stats: {"epoch": 404, "elapsed": 26.714712235989282, "loss": 0.10311194520342325, }
json_stats: {"epoch": 405, "elapsed": 28.31554291001521, "loss": 0.10167138812222622, }
json_stats: {"epoch": 406, "elapsed": 26.28575190799893, "loss": 0.10180284846091706, }
json_stats: {"epoch": 407, "elapsed": 27.279104991001077, "loss": 0.10161440597291856, }
json_stats: {"epoch": 408, "elapsed": 29.01379499299219, "loss": 0.10188151032142222, }
json_stats: {"epoch": 409, "elapsed": 26.501938958012033, "loss": 0.10149116529010883, }
json_stats: {"epoch": 410, "elapsed": 27.582024019997334, "loss": 0.10052177292179307, }
json_stats: {"epoch": 411, "elapsed": 30.392704620026052, "loss": 0.10083460306899514, }
json_stats: {"epoch": 412, "elapsed": 26.51898361099302, "loss": 0.10013246127708006, }
json_stats: {"epoch": 413, "elapsed": 26.308330163999926, "loss": 0.09973391568477018, }
json_stats: {"epoch": 414, "elapsed": 29.569174944015685, "loss": 0.09900406406900894, }
json_stats: {"epoch": 415, "elapsed": 27.237527997000143, "loss": 0.09875401111487901, }
json_stats: {"epoch": 416, "elapsed": 26.931466409005225, "loss": 0.09877691522930199, }
json_stats: {"epoch": 417, "elapsed": 26.494722545001423, "loss": 0.09824500676623515, }
json_stats: {"epoch": 418, "elapsed": 26.084510059008608, "loss": 0.09843018330604025, }
json_stats: {"epoch": 419, "elapsed": 27.085046583990334, "loss": 0.09764260974554942, }
json_stats: {"epoch": 420, "elapsed": 26.481806224997854, "loss": 0.09779138282152057, }
json_stats: {"epoch": 421, "elapsed": 27.07887125198613, "loss": 0.09681584520863677, }
json_stats: {"epoch": 422, "elapsed": 26.29116138900281, "loss": 0.0967631705428581, }
json_stats: {"epoch": 423, "elapsed": 26.1968266509939, "loss": 0.0965201957257066, }
json_stats: {"epoch": 424, "elapsed": 26.14657280498068, "loss": 0.09596271020588486, }
json_stats: {"epoch": 425, "elapsed": 26.15418080400559, "loss": 0.09589131167267938, }
json_stats: {"epoch": 426, "elapsed": 27.404799485986587, "loss": 0.09548227039579042, }
json_stats: {"epoch": 427, "elapsed": 27.063314101978904, "loss": 0.09586551897518521, }
json_stats: {"epoch": 428, "elapsed": 29.40110529298545, "loss": 0.09527313055613405, }
json_stats: {"epoch": 429, "elapsed": 29.865243117004866, "loss": 0.09588730978879739, }
json_stats: {"epoch": 430, "elapsed": 26.377775446977466, "loss": 0.09537098484236213, }
json_stats: {"epoch": 431, "elapsed": 26.18029551199288, "loss": 0.09483123132709446, }
json_stats: {"epoch": 432, "elapsed": 26.72147617099108, "loss": 0.09441295686873, }
json_stats: {"epoch": 433, "elapsed": 26.205402011983097, "loss": 0.09403641813324354, }
json_stats: {"epoch": 434, "elapsed": 25.85622331799823, "loss": 0.09366750367221649, }
json_stats: {"epoch": 435, "elapsed": 26.141129957977682, "loss": 0.09300382168593778, }
json_stats: {"epoch": 436, "elapsed": 26.30458958199597, "loss": 0.09332079202033124, }
json_stats: {"epoch": 437, "elapsed": 26.465291008003987, "loss": 0.09230401709371393, }
json_stats: {"epoch": 438, "elapsed": 28.080989149020752, "loss": 0.09222636404435153, }
json_stats: {"epoch": 439, "elapsed": 27.355659815017134, "loss": 0.09197989884470058, }
json_stats: {"epoch": 440, "elapsed": 26.0603187160159, "loss": 0.09184879017002552, }
json_stats: {"epoch": 441, "elapsed": 28.15642775199376, "loss": 0.09165692978439788, }
json_stats: {"epoch": 442, "elapsed": 28.319690547999926, "loss": 0.09164015601725078, }
json_stats: {"epoch": 443, "elapsed": 27.698996085004183, "loss": 0.09127884598510273, }
json_stats: {"epoch": 444, "elapsed": 29.26037118700333, "loss": 0.09123685410646576, }
json_stats: {"epoch": 445, "elapsed": 27.978186049993383, "loss": 0.0908381996556509, }
json_stats: {"epoch": 446, "elapsed": 28.365092363004806, "loss": 0.09000407559061216, }
json_stats: {"epoch": 447, "elapsed": 27.804942510003457, "loss": 0.09041457677850796, }
json_stats: {"epoch": 448, "elapsed": 26.15205066499766, "loss": 0.0902545618836196, }
json_stats: {"epoch": 449, "elapsed": 26.185345794976456, "loss": 0.09010657832861253, }
json_stats: {"epoch": 450, "elapsed": 26.265489643003093, "loss": 0.08994874464718075, }
json_stats: {"epoch": 451, "elapsed": 26.066525089991046, "loss": 0.0891740926714841, }
json_stats: {"epoch": 452, "elapsed": 26.23817773599876, "loss": 0.08902725220159335, }
json_stats: {"epoch": 453, "elapsed": 26.6128881520126, "loss": 0.0887051229737692, }
json_stats: {"epoch": 454, "elapsed": 26.509817999991355, "loss": 0.0881164156459474, }
json_stats: {"epoch": 455, "elapsed": 28.7944585570076, "loss": 0.08818394835221034, }
json_stats: {"epoch": 456, "elapsed": 30.39337380300276, "loss": 0.08848881823497838, }
json_stats: {"epoch": 457, "elapsed": 28.717632567015244, "loss": 0.08823558650402723, }
json_stats: {"epoch": 458, "elapsed": 26.835984681005357, "loss": 0.08741341715777169, }
json_stats: {"epoch": 459, "elapsed": 26.539015908987494, "loss": 0.08738138252125921, }
json_stats: {"epoch": 460, "elapsed": 26.29739311899175, "loss": 0.08629601702371613, }
json_stats: {"epoch": 461, "elapsed": 28.191425181023078, "loss": 0.0862806908999295, }
json_stats: {"epoch": 462, "elapsed": 26.269391232985072, "loss": 0.08609674411944042, }
json_stats: {"epoch": 463, "elapsed": 26.464940451987786, "loss": 0.08684181242417874, }
json_stats: {"epoch": 464, "elapsed": 26.53076860200963, "loss": 0.08570331135967074, }
json_stats: {"epoch": 465, "elapsed": 23.92978276699432, "loss": 0.08561821200984503, }
json_stats: {"epoch": 466, "elapsed": 20.822495987988077, "loss": 0.08552273363597994, }
json_stats: {"epoch": 467, "elapsed": 20.844877513998654, "loss": 0.08538002944132755, }
json_stats: {"epoch": 468, "elapsed": 21.15356342800078, "loss": 0.08440072193358612, }
json_stats: {"epoch": 469, "elapsed": 20.83899988597841, "loss": 0.08489303154092653, }
json_stats: {"epoch": 470, "elapsed": 20.828924599016318, "loss": 0.08494702090514837, }
json_stats: {"epoch": 471, "elapsed": 20.790758154005744, "loss": 0.08517553499619078, }
json_stats: {"epoch": 472, "elapsed": 20.41544192098081, "loss": 0.08415976992868023, }
json_stats: {"epoch": 473, "elapsed": 20.567452014016453, "loss": 0.08371302664187513, }
json_stats: {"epoch": 474, "elapsed": 20.37823175601079, "loss": 0.08361716392657675, }
json_stats: {"epoch": 475, "elapsed": 20.810753107012715, "loss": 0.08335895697611899, }
json_stats: {"epoch": 476, "elapsed": 20.306151144992327, "loss": 0.08331865070974548, }
json_stats: {"epoch": 477, "elapsed": 20.645881308009848, "loss": 0.08281861545039768, }
json_stats: {"epoch": 478, "elapsed": 20.46297441900242, "loss": 0.0832060207318867, }
json_stats: {"epoch": 479, "elapsed": 20.705657426995458, "loss": 0.08209069850008008, }
json_stats: {"epoch": 480, "elapsed": 20.697820920002414, "loss": 0.08234513716355873, }
json_stats: {"epoch": 481, "elapsed": 19.60404804800055, "loss": 0.08261605098859104, }
json_stats: {"epoch": 482, "elapsed": 19.68746744800592, "loss": 0.08224305482285901, }
json_stats: {"epoch": 483, "elapsed": 19.68442048499128, "loss": 0.08174022099006287, }
json_stats: {"epoch": 484, "elapsed": 19.720335843012435, "loss": 0.08134892687829308, }
json_stats: {"epoch": 485, "elapsed": 19.70609220600454, "loss": 0.08140531686119272, }
json_stats: {"epoch": 486, "elapsed": 19.75089836999541, "loss": 0.08076096293169874, }
json_stats: {"epoch": 487, "elapsed": 19.735604218003573, "loss": 0.08077275941461391, }
json_stats: {"epoch": 488, "elapsed": 21.071169535978697, "loss": 0.08088591113166403, }
json_stats: {"epoch": 489, "elapsed": 20.87639110602322, "loss": 0.08019156433209262, }
json_stats: {"epoch": 490, "elapsed": 20.757208967988845, "loss": 0.07990573802161999, }
json_stats: {"epoch": 491, "elapsed": 19.425345830008155, "loss": 0.07980220011165237, }
json_stats: {"epoch": 492, "elapsed": 18.90008533501532, "loss": 0.07967593126627556, }
json_stats: {"epoch": 493, "elapsed": 18.898543842020445, "loss": 0.07930867344085082, }
json_stats: {"epoch": 494, "elapsed": 19.278265301982174, "loss": 0.07982916944109066, }
json_stats: {"epoch": 495, "elapsed": 20.800740687991492, "loss": 0.0795552227450138, }
json_stats: {"epoch": 496, "elapsed": 19.628122490015812, "loss": 0.07890405846522502, }
json_stats: {"epoch": 497, "elapsed": 19.642164299002616, "loss": 0.07888445307421378, }
json_stats: {"epoch": 498, "elapsed": 19.760295827989466, "loss": 0.07858091324461255, }
json_stats: {"epoch": 399, "elapsed": 20.67199724999955, "loss": 0.10420896302761791, "sqnorm_min": 0.04318147880358766, "sqnorm_avg": 0.9991758295503408, "sqnorm_max": 0.9999660262611146, "mean_rank": 44.61273123164748, "map_rank": 0.38145789589068974, "best": true}
json_stats: {"epoch": 500, "elapsed": 30.349506508006016, "loss": 0.07792630671041822, }
json_stats: {"epoch": 501, "elapsed": 30.202546477987198, "loss": 0.07872456811790302, }
json_stats: {"epoch": 502, "elapsed": 29.182813290011836, "loss": 0.0778157449346476, }
json_stats: {"epoch": 503, "elapsed": 26.576542708993657, "loss": 0.07787954256039166, }
json_stats: {"epoch": 504, "elapsed": 26.64368362899404, "loss": 0.07767140984050482, }
json_stats: {"epoch": 505, "elapsed": 29.44370711100055, "loss": 0.07723610204985526, }
json_stats: {"epoch": 506, "elapsed": 26.815145067987032, "loss": 0.07733642773369463, }
json_stats: {"epoch": 507, "elapsed": 26.26391185200191, "loss": 0.07730695794773225, }
json_stats: {"epoch": 508, "elapsed": 26.3098097530019, "loss": 0.07719490398471412, }
json_stats: {"epoch": 509, "elapsed": 27.19139232399175, "loss": 0.07682851803041996, }
json_stats: {"epoch": 510, "elapsed": 26.60499055800028, "loss": 0.0767079737875843, }
json_stats: {"epoch": 511, "elapsed": 27.768660204979824, "loss": 0.0764132092711429, }
json_stats: {"epoch": 512, "elapsed": 27.20796572501422, "loss": 0.07607874190978305, }
json_stats: {"epoch": 513, "elapsed": 30.01975290302653, "loss": 0.07625963466554393, }
json_stats: {"epoch": 514, "elapsed": 26.28326718599419, "loss": 0.07516165661066646, }
json_stats: {"epoch": 515, "elapsed": 26.294364574016072, "loss": 0.07548553796005121, }
json_stats: {"epoch": 516, "elapsed": 26.154910976998508, "loss": 0.07546186620027624, }
json_stats: {"epoch": 517, "elapsed": 27.168453938007588, "loss": 0.07489105905615681, }
json_stats: {"epoch": 518, "elapsed": 29.980166332010413, "loss": 0.07525011236237221, }
json_stats: {"epoch": 519, "elapsed": 26.148391836992232, "loss": 0.07453646115574036, }
json_stats: {"epoch": 520, "elapsed": 28.32413788602571, "loss": 0.07468001075888683, }
json_stats: {"epoch": 521, "elapsed": 26.17746887198882, "loss": 0.0744127578802786, }
json_stats: {"epoch": 522, "elapsed": 27.361895623005694, "loss": 0.07442936823382122, }
json_stats: {"epoch": 523, "elapsed": 27.493673268007115, "loss": 0.07422516566537143, }
json_stats: {"epoch": 524, "elapsed": 27.098297805991024, "loss": 0.07438020652494233, }
json_stats: {"epoch": 525, "elapsed": 29.602553545002593, "loss": 0.07367548957144178, }
json_stats: {"epoch": 526, "elapsed": 29.369300174003, "loss": 0.07375976702537937, }
json_stats: {"epoch": 527, "elapsed": 28.453767921979306, "loss": 0.0736461130848553, }
json_stats: {"epoch": 528, "elapsed": 28.19588244301849, "loss": 0.07339085242329602, }
json_stats: {"epoch": 529, "elapsed": 27.054612324020127, "loss": 0.07308943083762746, }
json_stats: {"epoch": 530, "elapsed": 26.26717434299644, "loss": 0.07298519001335045, }
json_stats: {"epoch": 531, "elapsed": 25.8564340309822, "loss": 0.07288914261405441, }
json_stats: {"epoch": 532, "elapsed": 28.80032142298296, "loss": 0.0727047432051641, }
json_stats: {"epoch": 533, "elapsed": 27.297552768024616, "loss": 0.07231660881172274, }
json_stats: {"epoch": 534, "elapsed": 26.07967825300875, "loss": 0.0728658386998597, }
json_stats: {"epoch": 535, "elapsed": 26.759534985991195, "loss": 0.07222507152061153, }
json_stats: {"epoch": 536, "elapsed": 26.437291751004523, "loss": 0.07244900429972599, }
json_stats: {"epoch": 537, "elapsed": 26.496906357002445, "loss": 0.07145464314542362, }
json_stats: {"epoch": 538, "elapsed": 26.60087746998761, "loss": 0.0719068102697722, }
json_stats: {"epoch": 539, "elapsed": 26.338130752992583, "loss": 0.07232764750111771, }
json_stats: {"epoch": 540, "elapsed": 26.526260265003657, "loss": 0.0712846304153026, }
json_stats: {"epoch": 541, "elapsed": 27.984742902975995, "loss": 0.07195002989152478, }
json_stats: {"epoch": 542, "elapsed": 27.458843681990402, "loss": 0.07134630609578325, }
json_stats: {"epoch": 543, "elapsed": 26.127416645002086, "loss": 0.07081750925291458, }
json_stats: {"epoch": 544, "elapsed": 26.738276518008206, "loss": 0.07062430699699555, }
json_stats: {"epoch": 545, "elapsed": 26.35485735698603, "loss": 0.07047533551377733, }
json_stats: {"epoch": 546, "elapsed": 26.238794891018188, "loss": 0.07067105512056099, }
json_stats: {"epoch": 547, "elapsed": 26.019216018001316, "loss": 0.07069936077041553, }
json_stats: {"epoch": 548, "elapsed": 26.81330128799891, "loss": 0.07055270818299941, }
json_stats: {"epoch": 549, "elapsed": 26.855288930993993, "loss": 0.07026551065665529, }
json_stats: {"epoch": 550, "elapsed": 26.421418682002695, "loss": 0.06949757888444207, }
json_stats: {"epoch": 551, "elapsed": 26.30671292601619, "loss": 0.0700380176049375, }
json_stats: {"epoch": 552, "elapsed": 26.096968739992008, "loss": 0.06949432882732919, }
json_stats: {"epoch": 553, "elapsed": 26.27727817001869, "loss": 0.06928423442772717, }
json_stats: {"epoch": 554, "elapsed": 28.158712395001203, "loss": 0.06917007094576838, }
json_stats: {"epoch": 555, "elapsed": 28.299348628992448, "loss": 0.06898455565064447, }
json_stats: {"epoch": 556, "elapsed": 26.62400388898095, "loss": 0.06914395422048787, }
json_stats: {"epoch": 557, "elapsed": 26.02571083602379, "loss": 0.06927167238051748, }
json_stats: {"epoch": 558, "elapsed": 26.620483256992884, "loss": 0.06903129100639734, }
json_stats: {"epoch": 559, "elapsed": 26.338655355008086, "loss": 0.0686462894994106, }
json_stats: {"epoch": 560, "elapsed": 26.641498357988894, "loss": 0.06851279344768964, }
json_stats: {"epoch": 561, "elapsed": 26.323562721023336, "loss": 0.0683648900905711, }
json_stats: {"epoch": 562, "elapsed": 26.277130842005135, "loss": 0.06819759407720423, }
json_stats: {"epoch": 563, "elapsed": 26.330000136978924, "loss": 0.06806043809863023, }
json_stats: {"epoch": 564, "elapsed": 26.892566965980222, "loss": 0.0679802963232533, }
json_stats: {"epoch": 565, "elapsed": 25.217142431996763, "loss": 0.06746145403511264, }
json_stats: {"epoch": 566, "elapsed": 21.063665011984995, "loss": 0.067552915926676, }
json_stats: {"epoch": 567, "elapsed": 20.52899708598852, "loss": 0.06734649795811383, }
json_stats: {"epoch": 568, "elapsed": 20.672392074979143, "loss": 0.06707395934567553, }
json_stats: {"epoch": 569, "elapsed": 20.76661619299557, "loss": 0.06685892619475778, }
json_stats: {"epoch": 570, "elapsed": 20.92947789299069, "loss": 0.06694365571081767, }
json_stats: {"epoch": 571, "elapsed": 20.55813011401915, "loss": 0.06669407369149313, }
json_stats: {"epoch": 572, "elapsed": 20.539055580011336, "loss": 0.06674779775106757, }
json_stats: {"epoch": 573, "elapsed": 20.79031846599537, "loss": 0.06689828413242425, }
json_stats: {"epoch": 574, "elapsed": 20.516444748005597, "loss": 0.06684087146698113, }
json_stats: {"epoch": 575, "elapsed": 20.603514018002898, "loss": 0.06685981118697626, }
json_stats: {"epoch": 576, "elapsed": 20.808501835999778, "loss": 0.06605666955096134, }
json_stats: {"epoch": 577, "elapsed": 20.679795744013973, "loss": 0.06648008132564726, }
json_stats: {"epoch": 578, "elapsed": 21.031827483006055, "loss": 0.06570234954853638, }
json_stats: {"epoch": 579, "elapsed": 20.43473372401786, "loss": 0.0660701700000003, }
json_stats: {"epoch": 580, "elapsed": 20.825569998007268, "loss": 0.0655838478408693, }
json_stats: {"epoch": 581, "elapsed": 20.91362619100255, "loss": 0.06538049184027549, }
json_stats: {"epoch": 582, "elapsed": 20.777481099998113, "loss": 0.06561064393383584, }
json_stats: {"epoch": 583, "elapsed": 20.012331047008047, "loss": 0.06478034000955271, }
json_stats: {"epoch": 584, "elapsed": 20.671696167992195, "loss": 0.06477070616308217, }
json_stats: {"epoch": 585, "elapsed": 20.56036304801819, "loss": 0.0652847504880009, }
json_stats: {"epoch": 586, "elapsed": 19.624636544991517, "loss": 0.06461496435566995, }
json_stats: {"epoch": 587, "elapsed": 19.595044215006055, "loss": 0.06389706437310459, }
json_stats: {"epoch": 588, "elapsed": 20.565660199004924, "loss": 0.06477569951042225, }
json_stats: {"epoch": 589, "elapsed": 20.782497067993972, "loss": 0.0646959009951587, }
json_stats: {"epoch": 590, "elapsed": 20.581746187002864, "loss": 0.06430898570232466, }
json_stats: {"epoch": 591, "elapsed": 20.77612861499074, "loss": 0.0641389897901243, }
json_stats: {"epoch": 592, "elapsed": 20.70269865699811, "loss": 0.0641376805804464, }
json_stats: {"epoch": 593, "elapsed": 20.6839275980019, "loss": 0.06410548157703781, }
json_stats: {"epoch": 594, "elapsed": 20.729332632006845, "loss": 0.0637024257137436, }
json_stats: {"epoch": 595, "elapsed": 20.94662612999673, "loss": 0.06351642342480752, }
json_stats: {"epoch": 596, "elapsed": 20.645415726001374, "loss": 0.06379488430758574, }
json_stats: {"epoch": 597, "elapsed": 21.080298360000597, "loss": 0.06343795984172197, }
json_stats: {"epoch": 598, "elapsed": 20.35782867501257, "loss": 0.06366575735726858, }
json_stats: {"epoch": 499, "elapsed": 20.722640940977726, "loss": 0.07847425331643598, "sqnorm_min": 0.05495880883033915, "sqnorm_avg": 0.9994065027825454, "sqnorm_max": 0.9999800026435313, "mean_rank": 33.0841881020501, "map_rank": 0.4338303005237437, "best": true}
json_stats: {"epoch": 600, "elapsed": 26.657611400994938, "loss": 0.06269403608856004, }
json_stats: {"epoch": 601, "elapsed": 30.01049951199093, "loss": 0.06355629362525636, }
json_stats: {"epoch": 602, "elapsed": 27.981023973989068, "loss": 0.06284079127686976, }
json_stats: {"epoch": 603, "elapsed": 27.621923682978377, "loss": 0.06334610311562845, }
json_stats: {"epoch": 604, "elapsed": 30.075504206004553, "loss": 0.0627077311733069, }
json_stats: {"epoch": 605, "elapsed": 29.520198273996357, "loss": 0.06257000939045892, }
json_stats: {"epoch": 606, "elapsed": 30.295615548995556, "loss": 0.062291646625246624, }
json_stats: {"epoch": 607, "elapsed": 26.4731039829785, "loss": 0.06241825558727109, }
json_stats: {"epoch": 608, "elapsed": 27.704964642005507, "loss": 0.06208414115814545, }
json_stats: {"epoch": 609, "elapsed": 30.26071683000191, "loss": 0.06195141013426555, }
json_stats: {"epoch": 610, "elapsed": 27.166286785010016, "loss": 0.06173632228544194, }
json_stats: {"epoch": 611, "elapsed": 28.348256215977017, "loss": 0.061739812195171245, }
json_stats: {"epoch": 612, "elapsed": 26.499047455989057, "loss": 0.062458140782346884, }
json_stats: {"epoch": 613, "elapsed": 26.563048851006897, "loss": 0.061702875808129796, }
json_stats: {"epoch": 614, "elapsed": 26.44302600098308, "loss": 0.06171322474213599, }
json_stats: {"epoch": 615, "elapsed": 26.21056541398866, "loss": 0.061116671062586496, }
json_stats: {"epoch": 616, "elapsed": 26.542119489982724, "loss": 0.06143638578046234, }
json_stats: {"epoch": 617, "elapsed": 26.327340765012195, "loss": 0.06095629700221227, }
json_stats: {"epoch": 618, "elapsed": 26.674985805992037, "loss": 0.06087087585638594, }
json_stats: {"epoch": 619, "elapsed": 28.981673778005643, "loss": 0.0610746786564246, }
json_stats: {"epoch": 620, "elapsed": 26.685625339014223, "loss": 0.06103415832676736, }
json_stats: {"epoch": 621, "elapsed": 27.358845462003956, "loss": 0.06055197919878026, }
json_stats: {"epoch": 622, "elapsed": 30.500460774987005, "loss": 0.060838778974288625, }
json_stats: {"epoch": 623, "elapsed": 27.397992188023636, "loss": 0.060681052224107086, }
json_stats: {"epoch": 624, "elapsed": 25.97971851399052, "loss": 0.06010439876437552, }
json_stats: {"epoch": 625, "elapsed": 26.62317402899498, "loss": 0.060032918941295074, }
json_stats: {"epoch": 626, "elapsed": 29.446774860000005, "loss": 0.0599899986749462, }
json_stats: {"epoch": 627, "elapsed": 28.221705216012197, "loss": 0.06013715503929666, }
json_stats: {"epoch": 628, "elapsed": 26.1729805089999, "loss": 0.059683408637914534, }
json_stats: {"epoch": 629, "elapsed": 26.142280839994783, "loss": 0.059437490700039175, }
json_stats: {"epoch": 630, "elapsed": 26.15477313500014, "loss": 0.05911715942790581, }
json_stats: {"epoch": 631, "elapsed": 26.6051017990103, "loss": 0.05944997921352177, }
json_stats: {"epoch": 632, "elapsed": 29.505368355021346, "loss": 0.059800205607032364, }
json_stats: {"epoch": 633, "elapsed": 27.577385315991705, "loss": 0.05878322407981495, }
json_stats: {"epoch": 634, "elapsed": 26.48314957501134, "loss": 0.05916564952795889, }
json_stats: {"epoch": 635, "elapsed": 27.697167301987065, "loss": 0.05965903632962826, }
json_stats: {"epoch": 636, "elapsed": 28.18664204698871, "loss": 0.059565455477046766, }
json_stats: {"epoch": 637, "elapsed": 26.13731645399821, "loss": 0.058887746192944505, }
json_stats: {"epoch": 638, "elapsed": 26.83494987798622, "loss": 0.05892102948114254, }
json_stats: {"epoch": 639, "elapsed": 27.685510825016536, "loss": 0.058527208998957164, }
json_stats: {"epoch": 640, "elapsed": 26.32223786902614, "loss": 0.05875569227686011, }
json_stats: {"epoch": 641, "elapsed": 26.249201283993898, "loss": 0.05857692179638521, }
json_stats: {"epoch": 642, "elapsed": 29.387838975002524, "loss": 0.058131721433383444, }
json_stats: {"epoch": 643, "elapsed": 29.37624791901908, "loss": 0.05834308131150587, }
json_stats: {"epoch": 644, "elapsed": 27.404027098004008, "loss": 0.05844662193866853, }
json_stats: {"epoch": 645, "elapsed": 26.32084463100182, "loss": 0.05807676837782488, }
json_stats: {"epoch": 646, "elapsed": 27.194797403004486, "loss": 0.05780978635969968, }
json_stats: {"epoch": 647, "elapsed": 26.326020053005777, "loss": 0.058450243717888775, }
json_stats: {"epoch": 648, "elapsed": 26.38040152800386, "loss": 0.05776404522153502, }
json_stats: {"epoch": 649, "elapsed": 26.48429651701008, "loss": 0.0578504770196209, }
json_stats: {"epoch": 650, "elapsed": 27.825838025979465, "loss": 0.05798926017554214, }
json_stats: {"epoch": 651, "elapsed": 26.436838258989155, "loss": 0.05785687927035209, }
json_stats: {"epoch": 652, "elapsed": 27.851940446998924, "loss": 0.05773789849609554, }
json_stats: {"epoch": 653, "elapsed": 29.754681935010012, "loss": 0.0575069544547541, }
json_stats: {"epoch": 654, "elapsed": 26.323358916008146, "loss": 0.057472060128696385, }
json_stats: {"epoch": 655, "elapsed": 26.140468969999347, "loss": 0.05723809432994918, }
json_stats: {"epoch": 656, "elapsed": 26.623437517991988, "loss": 0.057257241981035885, }
json_stats: {"epoch": 657, "elapsed": 29.667774831003044, "loss": 0.05686570337705926, }
json_stats: {"epoch": 658, "elapsed": 25.982180029008305, "loss": 0.05689618902146755, }
json_stats: {"epoch": 659, "elapsed": 26.39483671000926, "loss": 0.056487449294368025, }
json_stats: {"epoch": 660, "elapsed": 29.812093109008856, "loss": 0.05668869578002032, }
json_stats: {"epoch": 661, "elapsed": 29.514188447006745, "loss": 0.056874002041156585, }
json_stats: {"epoch": 662, "elapsed": 28.534634339011973, "loss": 0.05675035544872351, }
json_stats: {"epoch": 663, "elapsed": 26.018560583994258, "loss": 0.05654218085332447, }
json_stats: {"epoch": 664, "elapsed": 26.578324848000193, "loss": 0.055695394312216914, }
json_stats: {"epoch": 665, "elapsed": 20.73345835399232, "loss": 0.056351565877799326, }
json_stats: {"epoch": 666, "elapsed": 20.607225476996973, "loss": 0.0561134526779199, }
json_stats: {"epoch": 667, "elapsed": 20.078178463008953, "loss": 0.05658202782681562, }
json_stats: {"epoch": 668, "elapsed": 20.831687636993593, "loss": 0.0555308507256202, }
json_stats: {"epoch": 669, "elapsed": 20.6913787680096, "loss": 0.056210797927331475, }
json_stats: {"epoch": 670, "elapsed": 20.840170188021148, "loss": 0.05568234589525369, }
json_stats: {"epoch": 671, "elapsed": 20.899562096979935, "loss": 0.05586894490072227, }
json_stats: {"epoch": 672, "elapsed": 20.716051711991895, "loss": 0.05551342896285856, }
json_stats: {"epoch": 673, "elapsed": 20.829867180000292, "loss": 0.0554237903075818, }
json_stats: {"epoch": 674, "elapsed": 20.46319448397844, "loss": 0.05522728087781544, }
json_stats: {"epoch": 675, "elapsed": 20.834320754976943, "loss": 0.05546353840468272, }
json_stats: {"epoch": 676, "elapsed": 20.651049981999677, "loss": 0.055006058403643775, }
json_stats: {"epoch": 677, "elapsed": 20.64308625497506, "loss": 0.054876960980456274, }
json_stats: {"epoch": 678, "elapsed": 20.683356425986858, "loss": 0.05501893266443259, }
json_stats: {"epoch": 679, "elapsed": 20.468063126987545, "loss": 0.0550598433241685, }
json_stats: {"epoch": 680, "elapsed": 20.551500122004654, "loss": 0.05493538763464631, }
json_stats: {"epoch": 681, "elapsed": 20.74916453100741, "loss": 0.054484795828045336, }
json_stats: {"epoch": 682, "elapsed": 20.72490681699128, "loss": 0.05421689863896301, }
json_stats: {"epoch": 683, "elapsed": 20.77387770600035, "loss": 0.05424842172693289, }
json_stats: {"epoch": 684, "elapsed": 20.67038520501228, "loss": 0.05448124960199043, }
json_stats: {"epoch": 685, "elapsed": 20.489349960000254, "loss": 0.05447601899690512, }
json_stats: {"epoch": 686, "elapsed": 20.635798169998452, "loss": 0.054468712934695684, }
json_stats: {"epoch": 687, "elapsed": 19.817858327005524, "loss": 0.053813679386931934, }
json_stats: {"epoch": 688, "elapsed": 19.591059578000568, "loss": 0.05393885456331735, }
json_stats: {"epoch": 689, "elapsed": 19.56132240698207, "loss": 0.053934898041994715, }
json_stats: {"epoch": 690, "elapsed": 20.554356823995477, "loss": 0.053199665647285024, }
json_stats: {"epoch": 691, "elapsed": 20.53058555498137, "loss": 0.05389999515591019, }
json_stats: {"epoch": 692, "elapsed": 20.768216227006633, "loss": 0.05341039275732765, }
json_stats: {"epoch": 693, "elapsed": 20.762020916008623, "loss": 0.05336460059713156, }
json_stats: {"epoch": 694, "elapsed": 20.72433901700424, "loss": 0.05406277466431121, }
json_stats: {"epoch": 695, "elapsed": 20.752453149005305, "loss": 0.05283717122793243, }
json_stats: {"epoch": 696, "elapsed": 20.960570128983818, "loss": 0.05354677483182895, }
json_stats: {"epoch": 697, "elapsed": 20.71563450800022, "loss": 0.05310755540633464, }
json_stats: {"epoch": 698, "elapsed": 20.824877887003822, "loss": 0.05293432144094698, }
json_stats: {"epoch": 599, "elapsed": 20.648255754000274, "loss": 0.06281006851645014, "sqnorm_min": 0.07503413380682429, "sqnorm_avg": 0.9995289182719426, "sqnorm_max": 0.9999871030919584, "mean_rank": 26.31123719192664, "map_rank": 0.47470182539143824, "best": true}
json_stats: {"epoch": 700, "elapsed": 26.670359331008513, "loss": 0.05309223842364236, }
json_stats: {"epoch": 701, "elapsed": 27.086859423987335, "loss": 0.05311824256815363, }
json_stats: {"epoch": 702, "elapsed": 26.43983647497953, "loss": 0.05256752529482159, }
json_stats: {"epoch": 703, "elapsed": 26.673439840000356, "loss": 0.05241268479547386, }
json_stats: {"epoch": 704, "elapsed": 26.46853447900503, "loss": 0.05256286195759446, }
json_stats: {"epoch": 705, "elapsed": 26.842518786987057, "loss": 0.05264126136810845, }
json_stats: {"epoch": 706, "elapsed": 27.087414914014516, "loss": 0.05278379856335882, }
json_stats: {"epoch": 707, "elapsed": 30.089520588022424, "loss": 0.05285159283889543, }
json_stats: {"epoch": 708, "elapsed": 26.0609349940205, "loss": 0.052563353475448035, }
json_stats: {"epoch": 709, "elapsed": 26.45775679498911, "loss": 0.052427530963278804, }
json_stats: {"epoch": 710, "elapsed": 26.911338358011562, "loss": 0.05187622274677745, }
json_stats: {"epoch": 711, "elapsed": 26.232428026996786, "loss": 0.052653007114278005, }
json_stats: {"epoch": 712, "elapsed": 26.6600518609921, "loss": 0.05207425454813747, }
json_stats: {"epoch": 713, "elapsed": 26.630171614990104, "loss": 0.05175822442232578, }
json_stats: {"epoch": 714, "elapsed": 26.56082301499555, "loss": 0.05144089793597328, }
json_stats: {"epoch": 715, "elapsed": 26.45054392699967, "loss": 0.05159420748920113, }
json_stats: {"epoch": 716, "elapsed": 26.921135270007653, "loss": 0.05150641592078366, }
json_stats: {"epoch": 717, "elapsed": 26.756956266006455, "loss": 0.05172020926524168, }
json_stats: {"epoch": 718, "elapsed": 28.40243054399616, "loss": 0.05167879202700663, }
json_stats: {"epoch": 719, "elapsed": 29.962902027007658, "loss": 0.05145969355237964, }
json_stats: {"epoch": 720, "elapsed": 26.305841830995632, "loss": 0.051703931202351505, }
json_stats: {"epoch": 721, "elapsed": 29.230188671004726, "loss": 0.05134471975731885, }
json_stats: {"epoch": 722, "elapsed": 26.95697655202821, "loss": 0.051571072073600094, }
json_stats: {"epoch": 723, "elapsed": 26.11901260400191, "loss": 0.05088384075711248, }
json_stats: {"epoch": 724, "elapsed": 26.37418953498127, "loss": 0.051338519927188235, }
json_stats: {"epoch": 725, "elapsed": 26.723569383000722, "loss": 0.050975254852923646, }
json_stats: {"epoch": 726, "elapsed": 26.453797738009598, "loss": 0.05067045001890406, }
json_stats: {"epoch": 727, "elapsed": 26.244883953011595, "loss": 0.05130272561521253, }
json_stats: {"epoch": 728, "elapsed": 27.165314696001587, "loss": 0.05056465785926842, }
json_stats: {"epoch": 729, "elapsed": 27.239378038008, "loss": 0.050797380830712925, }
json_stats: {"epoch": 730, "elapsed": 26.426182867988246, "loss": 0.05109235984187465, }
json_stats: {"epoch": 731, "elapsed": 27.52610504400218, "loss": 0.050238726161151985, }
json_stats: {"epoch": 732, "elapsed": 26.60833083599573, "loss": 0.050774116158776327, }
json_stats: {"epoch": 733, "elapsed": 28.91066677100025, "loss": 0.050098931485696906, }
json_stats: {"epoch": 734, "elapsed": 26.235213153006043, "loss": 0.050361077304217725, }
json_stats: {"epoch": 735, "elapsed": 26.455639024003176, "loss": 0.050345229516914954, }
json_stats: {"epoch": 736, "elapsed": 26.586665354989236, "loss": 0.050275114442839317, }
json_stats: {"epoch": 737, "elapsed": 27.970431262016064, "loss": 0.05012714492862639, }
json_stats: {"epoch": 738, "elapsed": 27.873605090979254, "loss": 0.05019581881346065, }
json_stats: {"epoch": 739, "elapsed": 28.142311716015683, "loss": 0.04964537587257096, }
json_stats: {"epoch": 740, "elapsed": 26.409053216018947, "loss": 0.05007979462300659, }
json_stats: {"epoch": 741, "elapsed": 27.86009761301102, "loss": 0.04985188622783451, }
json_stats: {"epoch": 742, "elapsed": 27.835819853004068, "loss": 0.049169574155057724, }
json_stats: {"epoch": 743, "elapsed": 28.055158539005788, "loss": 0.05015446931816506, }
json_stats: {"epoch": 744, "elapsed": 29.555387757980498, "loss": 0.049437396222410245, }
json_stats: {"epoch": 745, "elapsed": 29.28517796698725, "loss": 0.04948754248190104, }
json_stats: {"epoch": 746, "elapsed": 27.106276927981526, "loss": 0.049493512125944744, }
json_stats: {"epoch": 747, "elapsed": 30.6763609360205, "loss": 0.049445588683360644, }
json_stats: {"epoch": 748, "elapsed": 26.18792159500299, "loss": 0.049407601293302364, }
json_stats: {"epoch": 749, "elapsed": 27.241789826977765, "loss": 0.04939611463089449, }
json_stats: {"epoch": 750, "elapsed": 26.365658986993367, "loss": 0.04941855567759953, }
json_stats: {"epoch": 751, "elapsed": 26.280989733990282, "loss": 0.04924295239905616, }
json_stats: {"epoch": 752, "elapsed": 26.971681697992608, "loss": 0.04908626779144861, }
json_stats: {"epoch": 753, "elapsed": 29.859925925004063, "loss": 0.048660480301796795, }
json_stats: {"epoch": 754, "elapsed": 26.296245559991803, "loss": 0.04916090895755386, }
json_stats: {"epoch": 755, "elapsed": 26.39997396900435, "loss": 0.049051420426250984, }
json_stats: {"epoch": 756, "elapsed": 26.38973577300203, "loss": 0.04887688845088291, }
json_stats: {"epoch": 757, "elapsed": 30.67620440700557, "loss": 0.04834176555439735, }
json_stats: {"epoch": 758, "elapsed": 26.203302226000233, "loss": 0.04873579272683839, }
json_stats: {"epoch": 759, "elapsed": 26.55370836899965, "loss": 0.04885228940965432, }
json_stats: {"epoch": 760, "elapsed": 26.09476752500632, "loss": 0.04782302978745371, }
json_stats: {"epoch": 761, "elapsed": 26.705696179997176, "loss": 0.04848002245237071, }
json_stats: {"epoch": 762, "elapsed": 26.45418799298932, "loss": 0.04851296382795136, }
json_stats: {"epoch": 763, "elapsed": 28.17166000700672, "loss": 0.0480365020848618, }
json_stats: {"epoch": 764, "elapsed": 26.191373392997775, "loss": 0.04795870270918372, }
json_stats: {"epoch": 765, "elapsed": 24.059326926013455, "loss": 0.04822409340011731, }
json_stats: {"epoch": 766, "elapsed": 20.942260084004374, "loss": 0.048085089294400654, }
json_stats: {"epoch": 767, "elapsed": 20.887795381015167, "loss": 0.04773436831871482, }
json_stats: {"epoch": 768, "elapsed": 20.929087542986963, "loss": 0.04786959635028127, }
json_stats: {"epoch": 769, "elapsed": 20.927748330985196, "loss": 0.048076646578184, }
json_stats: {"epoch": 770, "elapsed": 20.98038289899705, "loss": 0.047988390889307536, }
json_stats: {"epoch": 771, "elapsed": 20.394790782011114, "loss": 0.047963057752520855, }
json_stats: {"epoch": 772, "elapsed": 20.824554911028827, "loss": 0.04766486908742899, }
json_stats: {"epoch": 773, "elapsed": 20.945078935008496, "loss": 0.047919901050978646, }
json_stats: {"epoch": 774, "elapsed": 20.92288060800638, "loss": 0.047706059559898255, }
json_stats: {"epoch": 775, "elapsed": 20.95756556498236, "loss": 0.047378577522636675, }
json_stats: {"epoch": 776, "elapsed": 21.077844939019997, "loss": 0.04720208802795851, }
json_stats: {"epoch": 777, "elapsed": 20.859083518997068, "loss": 0.047293162623232916, }
json_stats: {"epoch": 778, "elapsed": 20.758171649009455, "loss": 0.04777593780205232, }
json_stats: {"epoch": 779, "elapsed": 20.053652065020287, "loss": 0.04733819632332521, }
json_stats: {"epoch": 780, "elapsed": 20.179111507022753, "loss": 0.04730924629486178, }
json_stats: {"epoch": 781, "elapsed": 19.971391744009452, "loss": 0.04712953852295318, }
json_stats: {"epoch": 782, "elapsed": 20.180604007007787, "loss": 0.0469919988757119, }
json_stats: {"epoch": 783, "elapsed": 20.201043546985602, "loss": 0.04723209772538686, }
json_stats: {"epoch": 784, "elapsed": 19.59151027299231, "loss": 0.04638923292040504, }
json_stats: {"epoch": 785, "elapsed": 19.441060060984455, "loss": 0.04685577569050628, }
json_stats: {"epoch": 786, "elapsed": 20.5498482369876, "loss": 0.047173142668299514, }
json_stats: {"epoch": 787, "elapsed": 20.79824077701778, "loss": 0.046826802794965296, }
json_stats: {"epoch": 788, "elapsed": 20.713003272016067, "loss": 0.047163544515749736, }
json_stats: {"epoch": 789, "elapsed": 20.710469674988417, "loss": 0.04640987578735512, }
json_stats: {"epoch": 790, "elapsed": 20.697911639988888, "loss": 0.04635264264785125, }
json_stats: {"epoch": 791, "elapsed": 21.039292529021623, "loss": 0.04659793341458519, }
json_stats: {"epoch": 792, "elapsed": 20.91224228797364, "loss": 0.0464180183173173, }
json_stats: {"epoch": 793, "elapsed": 20.694867940997938, "loss": 0.046240526825219896, }
json_stats: {"epoch": 794, "elapsed": 20.751188121008454, "loss": 0.045908954196578505, }
json_stats: {"epoch": 795, "elapsed": 20.83325268200133, "loss": 0.04606716183381179, }
json_stats: {"epoch": 796, "elapsed": 20.802920401009033, "loss": 0.04612981295575128, }
json_stats: {"epoch": 797, "elapsed": 20.537029499013443, "loss": 0.04623481511175674, }
json_stats: {"epoch": 798, "elapsed": 20.54178832299658, "loss": 0.04620171090289163, }
json_stats: {"epoch": 699, "elapsed": 20.679453154007206, "loss": 0.052995466036608554, "sqnorm_min": 0.05619758095878677, "sqnorm_avg": 0.9996036803158992, "sqnorm_max": 0.9999899000000257, "mean_rank": 21.877664227289976, "map_rank": 0.5078086347269191, "best": true}
json_stats: {"epoch": 800, "elapsed": 26.857266848004656, "loss": 0.04583482172366598, }
json_stats: {"epoch": 801, "elapsed": 27.429152600991074, "loss": 0.045974376691988034, }
json_stats: {"epoch": 802, "elapsed": 26.5577588090091, "loss": 0.045994010866438007, }
json_stats: {"epoch": 803, "elapsed": 31.153745921998052, "loss": 0.04602194440490295, }
json_stats: {"epoch": 804, "elapsed": 31.036578369996278, "loss": 0.045631225890053306, }
json_stats: {"epoch": 805, "elapsed": 29.171390304982197, "loss": 0.04569109725151995, }
json_stats: {"epoch": 806, "elapsed": 27.951089150010375, "loss": 0.045191726146747546, }
json_stats: {"epoch": 807, "elapsed": 26.40814516300452, "loss": 0.04521833619659263, }
json_stats: {"epoch": 808, "elapsed": 26.467564894002862, "loss": 0.0456770817201636, }
json_stats: {"epoch": 809, "elapsed": 26.428223199996864, "loss": 0.04539044144528246, }
json_stats: {"epoch": 810, "elapsed": 28.935072597989347, "loss": 0.04549249066553167, }
json_stats: {"epoch": 811, "elapsed": 30.523764888988808, "loss": 0.045324784665900585, }
json_stats: {"epoch": 812, "elapsed": 27.7615392759908, "loss": 0.04486969396943154, }
json_stats: {"epoch": 813, "elapsed": 27.579021562996786, "loss": 0.04524639012191066, }
json_stats: {"epoch": 814, "elapsed": 27.41524395099259, "loss": 0.04538845797034041, }
json_stats: {"epoch": 815, "elapsed": 28.935740571992937, "loss": 0.044838302835747766, }
json_stats: {"epoch": 816, "elapsed": 26.747827421990223, "loss": 0.04506988659047071, }
json_stats: {"epoch": 817, "elapsed": 26.258193137007765, "loss": 0.04468620066433677, }
json_stats: {"epoch": 818, "elapsed": 26.16929403200629, "loss": 0.04462623754731237, }
json_stats: {"epoch": 819, "elapsed": 26.49037397702341, "loss": 0.04456263114300539, }
json_stats: {"epoch": 820, "elapsed": 28.68236553799943, "loss": 0.04464051705756919, }
json_stats: {"epoch": 821, "elapsed": 27.714869998017093, "loss": 0.044709228561919674, }
json_stats: {"epoch": 822, "elapsed": 26.201757519011153, "loss": 0.04463247284567774, }
json_stats: {"epoch": 823, "elapsed": 26.3540483090037, "loss": 0.04413181845655795, }
json_stats: {"epoch": 824, "elapsed": 26.306349438003963, "loss": 0.044740039728983626, }
json_stats: {"epoch": 825, "elapsed": 28.242637552000815, "loss": 0.04461594147544149, }
json_stats: {"epoch": 826, "elapsed": 27.28464323398657, "loss": 0.04404220201897122, }
json_stats: {"epoch": 827, "elapsed": 26.523398261982948, "loss": 0.044301365748428606, }
json_stats: {"epoch": 828, "elapsed": 27.37756748497486, "loss": 0.04389718564811296, }
json_stats: {"epoch": 829, "elapsed": 26.215412961988477, "loss": 0.04434453995474568, }
json_stats: {"epoch": 830, "elapsed": 29.27702420001151, "loss": 0.04453354684774852, }
json_stats: {"epoch": 831, "elapsed": 30.92151533201104, "loss": 0.04432456201377801, }
json_stats: {"epoch": 832, "elapsed": 27.47808765200898, "loss": 0.04390607933626746, }
json_stats: {"epoch": 833, "elapsed": 28.151423753995914, "loss": 0.043900431092901315, }
json_stats: {"epoch": 834, "elapsed": 26.88460048098932, "loss": 0.044152142821251364, }
json_stats: {"epoch": 835, "elapsed": 30.681698902975768, "loss": 0.043820873690027455, }
json_stats: {"epoch": 836, "elapsed": 26.09972362400731, "loss": 0.043646697662696084, }
json_stats: {"epoch": 837, "elapsed": 26.064393984008348, "loss": 0.044132084721705454, }
json_stats: {"epoch": 838, "elapsed": 26.501500079990365, "loss": 0.04387251179747541, }
json_stats: {"epoch": 839, "elapsed": 27.891686072020093, "loss": 0.0436509577903474, }
json_stats: {"epoch": 840, "elapsed": 30.33187517398619, "loss": 0.04383767160802418, }
json_stats: {"epoch": 841, "elapsed": 28.462809187010862, "loss": 0.04319778992576213, }
json_stats: {"epoch": 842, "elapsed": 30.531841619987972, "loss": 0.04365430706678645, }
json_stats: {"epoch": 843, "elapsed": 26.388337173993932, "loss": 0.043619259317859004, }
json_stats: {"epoch": 844, "elapsed": 28.73535072102095, "loss": 0.04369907912689249, }
json_stats: {"epoch": 845, "elapsed": 26.275832161016297, "loss": 0.04350773821627363, }
json_stats: {"epoch": 846, "elapsed": 27.671900604997063, "loss": 0.04337445230119469, }
json_stats: {"epoch": 847, "elapsed": 27.007652544009034, "loss": 0.04351401192025171, }
json_stats: {"epoch": 848, "elapsed": 27.65371210098965, "loss": 0.04324251805995459, }
json_stats: {"epoch": 849, "elapsed": 26.45118262298638, "loss": 0.0425890402203956, }
json_stats: {"epoch": 850, "elapsed": 26.22374560398748, "loss": 0.043242055515553185, }
json_stats: {"epoch": 851, "elapsed": 26.12099842299358, "loss": 0.04269297411388205, }
json_stats: {"epoch": 852, "elapsed": 29.864405139989685, "loss": 0.043045835043796485, }
json_stats: {"epoch": 853, "elapsed": 28.644150245003402, "loss": 0.043059533389386166, }
json_stats: {"epoch": 854, "elapsed": 26.42590490001021, "loss": 0.04320163249997926, }
json_stats: {"epoch": 855, "elapsed": 28.70242605599924, "loss": 0.042706605625514274, }
json_stats: {"epoch": 856, "elapsed": 29.10980991300312, "loss": 0.0428220210028503, }
json_stats: {"epoch": 857, "elapsed": 28.15709217300173, "loss": 0.04256380653894267, }
json_stats: {"epoch": 858, "elapsed": 26.852392345987028, "loss": 0.04264263429872423, }
json_stats: {"epoch": 859, "elapsed": 27.343589356023585, "loss": 0.04265317330076884, }
json_stats: {"epoch": 860, "elapsed": 29.977459863992408, "loss": 0.042619653167161556, }
json_stats: {"epoch": 861, "elapsed": 25.90495923900744, "loss": 0.042540235787318706, }
json_stats: {"epoch": 862, "elapsed": 26.235758244001772, "loss": 0.042322918429880556, }
json_stats: {"epoch": 863, "elapsed": 26.383123184990836, "loss": 0.04212622478200844, }
json_stats: {"epoch": 864, "elapsed": 27.106768220983213, "loss": 0.042259520038372425, }
json_stats: {"epoch": 865, "elapsed": 22.569136409001658, "loss": 0.0425849737807883, }
json_stats: {"epoch": 866, "elapsed": 19.226028325007064, "loss": 0.042349717095411854, }
json_stats: {"epoch": 867, "elapsed": 20.874060525005916, "loss": 0.04209139777760467, }
json_stats: {"epoch": 868, "elapsed": 20.7036105490115, "loss": 0.04239230362850147, }
json_stats: {"epoch": 869, "elapsed": 20.740028016996803, "loss": 0.04164558845578366, }
json_stats: {"epoch": 870, "elapsed": 20.4730757259822, "loss": 0.04178891966817331, }
json_stats: {"epoch": 871, "elapsed": 20.185816982004326, "loss": 0.04185262296796189, }
json_stats: {"epoch": 872, "elapsed": 20.62866441300139, "loss": 0.04225860391589302, }
json_stats: {"epoch": 873, "elapsed": 20.47539511299692, "loss": 0.041628022364741626, }
json_stats: {"epoch": 874, "elapsed": 20.74527097301325, "loss": 0.042103920142103686, }
json_stats: {"epoch": 875, "elapsed": 20.75680613500299, "loss": 0.04139221019014146, }
json_stats: {"epoch": 876, "elapsed": 20.185175808001077, "loss": 0.041909941257650365, }
json_stats: {"epoch": 877, "elapsed": 20.77049339201767, "loss": 0.041704526140937635, }
json_stats: {"epoch": 878, "elapsed": 19.172436171007575, "loss": 0.04205502605433288, }
json_stats: {"epoch": 879, "elapsed": 19.463437793019693, "loss": 0.04167411381170296, }
json_stats: {"epoch": 880, "elapsed": 20.620160477992613, "loss": 0.04145256766126969, }
json_stats: {"epoch": 881, "elapsed": 20.84435243101325, "loss": 0.04158436701074972, }
json_stats: {"epoch": 882, "elapsed": 20.8024491929973, "loss": 0.04164903879698801, }
json_stats: {"epoch": 883, "elapsed": 20.771518990019104, "loss": 0.04143752738888076, }
json_stats: {"epoch": 884, "elapsed": 20.433356346009532, "loss": 0.041224943306939175, }
json_stats: {"epoch": 885, "elapsed": 20.23300912900595, "loss": 0.04109740140481083, }
json_stats: {"epoch": 886, "elapsed": 20.238315277994843, "loss": 0.041244101274753545, }
json_stats: {"epoch": 887, "elapsed": 19.677999156003352, "loss": 0.041249055859201376, }
json_stats: {"epoch": 888, "elapsed": 20.169025548006175, "loss": 0.041099616440620074, }
json_stats: {"epoch": 889, "elapsed": 20.358929715992417, "loss": 0.041153656184182756, }
json_stats: {"epoch": 890, "elapsed": 19.63468338898383, "loss": 0.04091582815054479, }
json_stats: {"epoch": 891, "elapsed": 19.959471253998345, "loss": 0.04086251603169913, }
json_stats: {"epoch": 892, "elapsed": 19.737861597008305, "loss": 0.04084921518980307, }
json_stats: {"epoch": 893, "elapsed": 20.750609083013842, "loss": 0.040866950813594934, }
json_stats: {"epoch": 894, "elapsed": 20.63416363700526, "loss": 0.040732602395764414, }
json_stats: {"epoch": 895, "elapsed": 20.614430529007223, "loss": 0.040846537616025726, }
json_stats: {"epoch": 896, "elapsed": 20.640842338994844, "loss": 0.040577877168963945, }
json_stats: {"epoch": 897, "elapsed": 20.79823924798984, "loss": 0.04059768633545661, }
json_stats: {"epoch": 898, "elapsed": 20.950438123982167, "loss": 0.04095027890242732, }
json_stats: {"epoch": 799, "elapsed": 20.7965656289889, "loss": 0.046349266826132225, "sqnorm_min": 0.05262096083395884, "sqnorm_avg": 0.9996538730737893, "sqnorm_max": 0.999989949901512, "mean_rank": 18.83141655205454, "map_rank": 0.5357508965900755, "best": true}
json_stats: {"epoch": 900, "elapsed": 27.949502597999526, "loss": 0.040533336545823896, }
json_stats: {"epoch": 901, "elapsed": 28.989162796991877, "loss": 0.04051376153500837, }
json_stats: {"epoch": 902, "elapsed": 27.989951499010203, "loss": 0.04046165457505721, }
json_stats: {"epoch": 903, "elapsed": 27.32720777601935, "loss": 0.04000277567125621, }
json_stats: {"epoch": 904, "elapsed": 26.177768458001083, "loss": 0.04060631583831535, }
json_stats: {"epoch": 905, "elapsed": 26.33435640099924, "loss": 0.04033431471229833, }
json_stats: {"epoch": 906, "elapsed": 26.44769438399817, "loss": 0.04010305630255546, }
json_stats: {"epoch": 907, "elapsed": 26.430610645998968, "loss": 0.04019336390223923, }
json_stats: {"epoch": 908, "elapsed": 26.400707569002407, "loss": 0.04001787155468335, }
json_stats: {"epoch": 909, "elapsed": 26.49554092399194, "loss": 0.040021354762607486, }
json_stats: {"epoch": 910, "elapsed": 27.40699355499237, "loss": 0.040420887708957326, }
json_stats: {"epoch": 911, "elapsed": 30.379709938017186, "loss": 0.040076654173597376, }
json_stats: {"epoch": 912, "elapsed": 26.416812624025624, "loss": 0.03989111398436621, }
json_stats: {"epoch": 913, "elapsed": 27.04492436000146, "loss": 0.03984154249067655, }
json_stats: {"epoch": 914, "elapsed": 26.052703152992763, "loss": 0.03969282992083594, }
json_stats: {"epoch": 915, "elapsed": 26.0855316479865, "loss": 0.039972986230369725, }
json_stats: {"epoch": 916, "elapsed": 26.29046945698792, "loss": 0.03962861298642979, }
json_stats: {"epoch": 917, "elapsed": 27.443978130992036, "loss": 0.03934273654695573, }
json_stats: {"epoch": 918, "elapsed": 28.77675026000361, "loss": 0.03955202094625132, }
json_stats: {"epoch": 919, "elapsed": 27.645848949992796, "loss": 0.03969290306156811, }
json_stats: {"epoch": 920, "elapsed": 27.115046481980244, "loss": 0.03976323998501244, }
json_stats: {"epoch": 921, "elapsed": 26.34773837198736, "loss": 0.03944169871452422, }
json_stats: {"epoch": 922, "elapsed": 29.432318228995427, "loss": 0.03957699719217198, }
json_stats: {"epoch": 923, "elapsed": 26.352002978004748, "loss": 0.0396593236234089, }
json_stats: {"epoch": 924, "elapsed": 26.420464575989172, "loss": 0.03955475559288571, }
json_stats: {"epoch": 925, "elapsed": 26.359419229993364, "loss": 0.039899716423312935, }
json_stats: {"epoch": 926, "elapsed": 26.425672860990744, "loss": 0.03952359646736975, }
json_stats: {"epoch": 927, "elapsed": 26.025220266979886, "loss": 0.03945554706932374, }
json_stats: {"epoch": 928, "elapsed": 26.40932836101274, "loss": 0.03935974838068774, }
json_stats: {"epoch": 929, "elapsed": 27.712762007984566, "loss": 0.03897050233840283, }
json_stats: {"epoch": 930, "elapsed": 26.555433193978388, "loss": 0.03911962951462013, }
json_stats: {"epoch": 931, "elapsed": 31.07974132799427, "loss": 0.039002155981074815, }
json_stats: {"epoch": 932, "elapsed": 28.607640019006794, "loss": 0.03881127770594544, }
json_stats: {"epoch": 933, "elapsed": 29.17059129397967, "loss": 0.03902192127946436, }
json_stats: {"epoch": 934, "elapsed": 26.550139109021984, "loss": 0.03886323733240182, }
json_stats: {"epoch": 935, "elapsed": 29.978497949021403, "loss": 0.03888825753409194, }
json_stats: {"epoch": 936, "elapsed": 31.14417062801658, "loss": 0.03861510932918258, }
json_stats: {"epoch": 937, "elapsed": 27.38827463501366, "loss": 0.038851580659445474, }
json_stats: {"epoch": 938, "elapsed": 26.318674099020427, "loss": 0.03851899055675235, }
json_stats: {"epoch": 939, "elapsed": 26.297615483985282, "loss": 0.038656853203127735, }
json_stats: {"epoch": 940, "elapsed": 26.08368374998099, "loss": 0.038848272908873036, }
json_stats: {"epoch": 941, "elapsed": 28.034578092978336, "loss": 0.038705758854908005, }
json_stats: {"epoch": 942, "elapsed": 26.597447214997374, "loss": 0.038927580428337105, }
json_stats: {"epoch": 943, "elapsed": 27.784216953994473, "loss": 0.03856014176533678, }
json_stats: {"epoch": 944, "elapsed": 26.396896775986534, "loss": 0.038403552059056247, }
json_stats: {"epoch": 945, "elapsed": 29.56281363600283, "loss": 0.038722534752171134, }
json_stats: {"epoch": 946, "elapsed": 27.30650095900637, "loss": 0.03868250730480039, }
json_stats: {"epoch": 947, "elapsed": 27.035077065986115, "loss": 0.03822029259650482, }
json_stats: {"epoch": 948, "elapsed": 30.191905530984513, "loss": 0.03877181208967219, }
json_stats: {"epoch": 949, "elapsed": 26.179748313996242, "loss": 0.038589962606039974, }
json_stats: {"epoch": 950, "elapsed": 30.231752372987103, "loss": 0.03826528950713423, }
json_stats: {"epoch": 951, "elapsed": 26.105162187013775, "loss": 0.0381223084296094, }
json_stats: {"epoch": 952, "elapsed": 26.956660206022207, "loss": 0.03825559822242597, }
json_stats: {"epoch": 953, "elapsed": 29.49498146699625, "loss": 0.03828030712083811, }
json_stats: {"epoch": 954, "elapsed": 27.47272776401951, "loss": 0.03804700569781958, }
json_stats: {"epoch": 955, "elapsed": 26.347816205001436, "loss": 0.03779761652574452, }
json_stats: {"epoch": 956, "elapsed": 26.28824477698072, "loss": 0.03808455777293199, }
json_stats: {"epoch": 957, "elapsed": 26.353402395005105, "loss": 0.03851349722577988, }
json_stats: {"epoch": 958, "elapsed": 26.451530869991984, "loss": 0.03819854957957663, }
json_stats: {"epoch": 959, "elapsed": 26.051100252981996, "loss": 0.038040553586623546, }
json_stats: {"epoch": 960, "elapsed": 27.431152706994908, "loss": 0.03800738608178291, }
json_stats: {"epoch": 961, "elapsed": 29.843256032996578, "loss": 0.03791811682394507, }
json_stats: {"epoch": 962, "elapsed": 26.64687008599867, "loss": 0.03762561720609436, }
json_stats: {"epoch": 963, "elapsed": 28.40163717098767, "loss": 0.0380015251433084, }
json_stats: {"epoch": 964, "elapsed": 29.304514222982107, "loss": 0.03810691406504809, }
json_stats: {"epoch": 965, "elapsed": 23.869575566990534, "loss": 0.03782847344541964, }
json_stats: {"epoch": 966, "elapsed": 19.396810185018694, "loss": 0.03778008493909978, }
json_stats: {"epoch": 967, "elapsed": 20.075013636989752, "loss": 0.03773028950438697, }
json_stats: {"epoch": 968, "elapsed": 20.651988958008587, "loss": 0.03729680862045222, }
json_stats: {"epoch": 969, "elapsed": 20.32874896301655, "loss": 0.03758659698224674, }
json_stats: {"epoch": 970, "elapsed": 20.257551768998383, "loss": 0.03756301342540826, }
json_stats: {"epoch": 971, "elapsed": 19.68314149399521, "loss": 0.03756425762105104, }
json_stats: {"epoch": 972, "elapsed": 19.675135882978793, "loss": 0.03724298039410135, }
json_stats: {"epoch": 973, "elapsed": 19.884166981995804, "loss": 0.037462261561673565, }
json_stats: {"epoch": 974, "elapsed": 20.30829731601989, "loss": 0.03738631465757498, }
json_stats: {"epoch": 975, "elapsed": 19.79744367999956, "loss": 0.037450639049746506, }
json_stats: {"epoch": 976, "elapsed": 19.648718854994513, "loss": 0.03724569558061443, }
json_stats: {"epoch": 977, "elapsed": 19.850160128989955, "loss": 0.03757292671906586, }
json_stats: {"epoch": 978, "elapsed": 19.796230879990617, "loss": 0.037632324494959686, }
json_stats: {"epoch": 979, "elapsed": 20.657305749016814, "loss": 0.03734416906762148, }
json_stats: {"epoch": 980, "elapsed": 20.69878419797169, "loss": 0.0372821317884231, }
json_stats: {"epoch": 981, "elapsed": 20.716521277994616, "loss": 0.03692881430223374, }
json_stats: {"epoch": 982, "elapsed": 20.70038797101006, "loss": 0.036590892863287115, }
json_stats: {"epoch": 983, "elapsed": 19.694743594998727, "loss": 0.03687782233500406, }
json_stats: {"epoch": 984, "elapsed": 20.64072110998677, "loss": 0.03719444342035819, }
json_stats: {"epoch": 985, "elapsed": 20.675046919990564, "loss": 0.036856203774788064, }
json_stats: {"epoch": 986, "elapsed": 20.70425706700189, "loss": 0.03729851423498593, }
json_stats: {"epoch": 987, "elapsed": 20.68643124299706, "loss": 0.037167227402076175, }
json_stats: {"epoch": 988, "elapsed": 19.599296309024794, "loss": 0.03682482936933971, }
json_stats: {"epoch": 989, "elapsed": 18.962046497006668, "loss": 0.03678777663451114, }
json_stats: {"epoch": 990, "elapsed": 18.71439729598933, "loss": 0.03664343322667241, }
json_stats: {"epoch": 991, "elapsed": 18.759217871993314, "loss": 0.036817846325832744, }
json_stats: {"epoch": 992, "elapsed": 18.763717046997044, "loss": 0.03701569241240106, }
json_stats: {"epoch": 993, "elapsed": 18.838573837012518, "loss": 0.03674071224736909, }
json_stats: {"epoch": 994, "elapsed": 19.921966440975666, "loss": 0.0363582565264551, }
json_stats: {"epoch": 995, "elapsed": 19.15802794098272, "loss": 0.036741536748814384, }
json_stats: {"epoch": 996, "elapsed": 19.728721268998925, "loss": 0.03661176038793523, }
json_stats: {"epoch": 997, "elapsed": 20.785278944007587, "loss": 0.036407012276125195, }
json_stats: {"epoch": 998, "elapsed": 20.821754274016712, "loss": 0.03652896501327982, }
json_stats: {"epoch": 899, "elapsed": 20.94139669899596, "loss": 0.04052232580853106, "sqnorm_min": 0.0632149438202404, "sqnorm_avg": 0.9996899045353052, "sqnorm_max": 0.9999899903290262, "mean_rank": 16.563240324807627, "map_rank": 0.559077924566362, "best": true}
json_stats: {"epoch": 1000, "elapsed": 26.738212719996227, "loss": 0.03623454160765532, }
json_stats: {"epoch": 1001, "elapsed": 26.733921339007793, "loss": 0.036577506652844635, }
json_stats: {"epoch": 1002, "elapsed": 26.660134425997967, "loss": 0.036661371326477316, }
json_stats: {"epoch": 1003, "elapsed": 27.24498398799915, "loss": 0.036256036708261066, }
json_stats: {"epoch": 1004, "elapsed": 26.671740725985728, "loss": 0.03632218385948058, }
json_stats: {"epoch": 1005, "elapsed": 26.26402810800937, "loss": 0.036328104449770325, }
json_stats: {"epoch": 1006, "elapsed": 26.413521985989064, "loss": 0.0361065814696443, }
json_stats: {"epoch": 1007, "elapsed": 27.745671210985165, "loss": 0.03611378442724758, }
json_stats: {"epoch": 1008, "elapsed": 26.381124740000814, "loss": 0.03642621279038734, }
json_stats: {"epoch": 1009, "elapsed": 26.900814546999754, "loss": 0.0358856356373244, }
json_stats: {"epoch": 1010, "elapsed": 27.58407219700166, "loss": 0.036014866457188315, }
json_stats: {"epoch": 1011, "elapsed": 26.426709724008106, "loss": 0.03567907519839032, }
json_stats: {"epoch": 1012, "elapsed": 26.492553007003153, "loss": 0.03537067432996055, }
json_stats: {"epoch": 1013, "elapsed": 28.051047518994892, "loss": 0.03600856425353786, }
json_stats: {"epoch": 1014, "elapsed": 27.270820132020162, "loss": 0.03578652225929081, }
json_stats: {"epoch": 1015, "elapsed": 26.329374902008567, "loss": 0.03578297298790384, }
json_stats: {"epoch": 1016, "elapsed": 28.44780740700662, "loss": 0.035976316870599434, }
json_stats: {"epoch": 1017, "elapsed": 28.670954316010466, "loss": 0.03564924873652839, }
json_stats: {"epoch": 1018, "elapsed": 28.553593930992065, "loss": 0.03561765421239419, }
json_stats: {"epoch": 1019, "elapsed": 26.438520213996526, "loss": 0.03541954644769993, }
json_stats: {"epoch": 1020, "elapsed": 25.914361511007883, "loss": 0.03587996547580931, }
json_stats: {"epoch": 1021, "elapsed": 26.124597813992295, "loss": 0.035404823215460714, }
json_stats: {"epoch": 1022, "elapsed": 26.278121810988523, "loss": 0.03601025415781826, }
json_stats: {"epoch": 1023, "elapsed": 26.166602862998843, "loss": 0.03536007891995916, }
json_stats: {"epoch": 1024, "elapsed": 26.458960665011546, "loss": 0.03568121685245418, }
json_stats: {"epoch": 1025, "elapsed": 26.137719179998385, "loss": 0.0355113419392025, }
json_stats: {"epoch": 1026, "elapsed": 26.373786597017897, "loss": 0.03551067250366806, }
json_stats: {"epoch": 1027, "elapsed": 28.40235254901927, "loss": 0.035969016522718354, }
json_stats: {"epoch": 1028, "elapsed": 26.945708209997974, "loss": 0.03567065257335283, }
json_stats: {"epoch": 1029, "elapsed": 28.480669677985134, "loss": 0.035270341657384234, }
json_stats: {"epoch": 1030, "elapsed": 29.216307838010835, "loss": 0.03506842932860892, }
json_stats: {"epoch": 1031, "elapsed": 26.072811439982615, "loss": 0.0353357796683453, }
json_stats: {"epoch": 1032, "elapsed": 26.18129464998492, "loss": 0.035361550126403254, }
json_stats: {"epoch": 1033, "elapsed": 26.57170223101275, "loss": 0.03527880114830706, }
json_stats: {"epoch": 1034, "elapsed": 26.81558830200811, "loss": 0.03508620809845813, }
json_stats: {"epoch": 1035, "elapsed": 26.94903680900461, "loss": 0.03514283734251419, }
json_stats: {"epoch": 1036, "elapsed": 27.19828499900177, "loss": 0.03567508660699584, }
json_stats: {"epoch": 1037, "elapsed": 26.17504259000998, "loss": 0.03528774992604795, }
json_stats: {"epoch": 1038, "elapsed": 26.244689786981326, "loss": 0.03533529604516006, }
json_stats: {"epoch": 1039, "elapsed": 26.306775363977067, "loss": 0.03516577192703306, }
json_stats: {"epoch": 1040, "elapsed": 26.24907461501425, "loss": 0.03530690137355514, }
json_stats: {"epoch": 1041, "elapsed": 26.500580205989536, "loss": 0.03482240224372724, }
json_stats: {"epoch": 1042, "elapsed": 27.900863441987894, "loss": 0.03510890145302434, }
json_stats: {"epoch": 1043, "elapsed": 26.667589509976096, "loss": 0.03513516699251915, }
json_stats: {"epoch": 1044, "elapsed": 26.084812774992315, "loss": 0.034880824657210756, }
json_stats: {"epoch": 1045, "elapsed": 26.02689235500293, "loss": 0.03498283472944729, }
json_stats: {"epoch": 1046, "elapsed": 27.957894843973918, "loss": 0.0350118360712704, }
json_stats: {"epoch": 1047, "elapsed": 26.217472401011037, "loss": 0.03483372780687349, }
json_stats: {"epoch": 1048, "elapsed": 26.379835392988753, "loss": 0.03480710511143193, }
json_stats: {"epoch": 1049, "elapsed": 26.662568049010588, "loss": 0.034969167317936, }
json_stats: {"epoch": 1050, "elapsed": 26.295718003995717, "loss": 0.03455075004095786, }
json_stats: {"epoch": 1051, "elapsed": 26.276982053997926, "loss": 0.03474062175889943, }
json_stats: {"epoch": 1052, "elapsed": 26.427525787003106, "loss": 0.034890855010400346, }
json_stats: {"epoch": 1053, "elapsed": 26.346378515008837, "loss": 0.03448753835937703, }
json_stats: {"epoch": 1054, "elapsed": 26.415552215999924, "loss": 0.03455024941415036, }
json_stats: {"epoch": 1055, "elapsed": 27.486682106973603, "loss": 0.03433888492585211, }
json_stats: {"epoch": 1056, "elapsed": 26.026624806982, "loss": 0.034408461713288006, }
json_stats: {"epoch": 1057, "elapsed": 26.38800697500119, "loss": 0.03467246402363605, }
json_stats: {"epoch": 1058, "elapsed": 26.390445707016625, "loss": 0.03422253714209344, }
json_stats: {"epoch": 1059, "elapsed": 26.262308437988395, "loss": 0.034364173571754204, }
json_stats: {"epoch": 1060, "elapsed": 26.657344069011742, "loss": 0.034601187593344594, }
json_stats: {"epoch": 1061, "elapsed": 26.871877729019616, "loss": 0.03395854463109197, }
json_stats: {"epoch": 1062, "elapsed": 25.83408086199779, "loss": 0.034313707342046196, }
json_stats: {"epoch": 1063, "elapsed": 26.269480932998704, "loss": 0.034089090686576534, }
json_stats: {"epoch": 1064, "elapsed": 26.6309052730212, "loss": 0.034460273390970055, }
json_stats: {"epoch": 1065, "elapsed": 20.9018920599774, "loss": 0.034470062579707056, }
json_stats: {"epoch": 1066, "elapsed": 20.494766957010143, "loss": 0.034462945897835794, }
json_stats: {"epoch": 1067, "elapsed": 19.875887743983185, "loss": 0.033987635411899926, }
json_stats: {"epoch": 1068, "elapsed": 19.959569899976486, "loss": 0.0342594801436121, }
json_stats: {"epoch": 1069, "elapsed": 19.696074603009038, "loss": 0.03392398727704976, }
json_stats: {"epoch": 1070, "elapsed": 19.750324577995343, "loss": 0.03435147447944009, }
json_stats: {"epoch": 1071, "elapsed": 19.839810665987898, "loss": 0.03419158480604534, }
json_stats: {"epoch": 1072, "elapsed": 19.68934432999231, "loss": 0.034193640875442445, }
json_stats: {"epoch": 1073, "elapsed": 19.76232479099417, "loss": 0.034188196487459334, }
json_stats: {"epoch": 1074, "elapsed": 20.64718250199803, "loss": 0.034241336429185726, }
json_stats: {"epoch": 1075, "elapsed": 19.876853071007645, "loss": 0.034042394760798844, }
json_stats: {"epoch": 1076, "elapsed": 20.842624994023936, "loss": 0.0338042950205315, }
json_stats: {"epoch": 1077, "elapsed": 20.61055034500896, "loss": 0.03375308196112145, }
json_stats: {"epoch": 1078, "elapsed": 19.85486283400678, "loss": 0.03372142222148955, }
json_stats: {"epoch": 1079, "elapsed": 20.134697870002128, "loss": 0.034051857717647835, }
json_stats: {"epoch": 1080, "elapsed": 20.01625909100403, "loss": 0.033925820830193576, }
json_stats: {"epoch": 1081, "elapsed": 19.941992428997764, "loss": 0.0334807192410398, }
json_stats: {"epoch": 1082, "elapsed": 19.62578722301987, "loss": 0.03340660127823613, }
json_stats: {"epoch": 1083, "elapsed": 19.617786799994064, "loss": 0.03383313384042624, }
json_stats: {"epoch": 1084, "elapsed": 20.17356752001797, "loss": 0.0339268402631681, }
json_stats: {"epoch": 1085, "elapsed": 19.84208490999299, "loss": 0.033670745355693615, }
json_stats: {"epoch": 1086, "elapsed": 20.28585036000004, "loss": 0.03374456161233432, }
json_stats: {"epoch": 1087, "elapsed": 20.33871122301207, "loss": 0.03369367833789635, }
json_stats: {"epoch": 1088, "elapsed": 19.43695240598754, "loss": 0.03368295033252973, }
json_stats: {"epoch": 1089, "elapsed": 20.196483726002043, "loss": 0.03366641972833107, }
json_stats: {"epoch": 1090, "elapsed": 19.5977257109771, "loss": 0.03337077863560791, }
json_stats: {"epoch": 1091, "elapsed": 20.103888449986698, "loss": 0.03326461863883537, }
json_stats: {"epoch": 1092, "elapsed": 20.256887911993545, "loss": 0.033490059888325284, }
json_stats: {"epoch": 1093, "elapsed": 19.966545539995423, "loss": 0.03336543451287518, }
json_stats: {"epoch": 1094, "elapsed": 19.885661306994734, "loss": 0.03323349704246121, }
json_stats: {"epoch": 1095, "elapsed": 19.641037065011915, "loss": 0.03324376700130409, }
json_stats: {"epoch": 1096, "elapsed": 19.740387573023327, "loss": 0.03387666534138506, }
json_stats: {"epoch": 1097, "elapsed": 19.62929097499, "loss": 0.033166981826612735, }
json_stats: {"epoch": 1098, "elapsed": 19.68196198300575, "loss": 0.033364995050870865, }
json_stats: {"epoch": 999, "elapsed": 20.723677703004796, "loss": 0.03646015361835005, "sqnorm_min": 0.05759650452393861, "sqnorm_avg": 0.9997173943292448, "sqnorm_max": 0.9999899992302345, "mean_rank": 14.82114856153931, "map_rank": 0.579722494829302, "best": true}
json_stats: {"epoch": 1100, "elapsed": 26.811620648979442, "loss": 0.033341659188818235, }
json_stats: {"epoch": 1101, "elapsed": 26.841251410980476, "loss": 0.03300264347383854, }
json_stats: {"epoch": 1102, "elapsed": 28.465964928996982, "loss": 0.03291016147275141, }
json_stats: {"epoch": 1103, "elapsed": 26.474227801983943, "loss": 0.03323409459773603, }
json_stats: {"epoch": 1104, "elapsed": 28.341490958002396, "loss": 0.033091420128674776, }
json_stats: {"epoch": 1105, "elapsed": 26.643792190006934, "loss": 0.03305254849482555, }
json_stats: {"epoch": 1106, "elapsed": 26.303547639021417, "loss": 0.032827390168078965, }
json_stats: {"epoch": 1107, "elapsed": 27.91966537499684, "loss": 0.033086813825957205, }
json_stats: {"epoch": 1108, "elapsed": 27.347303565999027, "loss": 0.03307084341150677, }
json_stats: {"epoch": 1109, "elapsed": 26.42364548300975, "loss": 0.03306182830457829, }
json_stats: {"epoch": 1110, "elapsed": 26.28375396001502, "loss": 0.0328701870252255, }
json_stats: {"epoch": 1111, "elapsed": 29.214244960981887, "loss": 0.032695520504475564, }
json_stats: {"epoch": 1112, "elapsed": 26.35086226600106, "loss": 0.03323113562429989, }
json_stats: {"epoch": 1113, "elapsed": 26.241297050000867, "loss": 0.032913404157595506, }
json_stats: {"epoch": 1114, "elapsed": 28.186703383020358, "loss": 0.03290469708818304, }
json_stats: {"epoch": 1115, "elapsed": 26.379305745998863, "loss": 0.03265195014644121, }
json_stats: {"epoch": 1116, "elapsed": 26.41822896001395, "loss": 0.03269953103240633, }
json_stats: {"epoch": 1117, "elapsed": 26.339836692990502, "loss": 0.03246316330577917, }
json_stats: {"epoch": 1118, "elapsed": 27.495774970011553, "loss": 0.032562377439455524, }
json_stats: {"epoch": 1119, "elapsed": 26.307386272004806, "loss": 0.032862910032698145, }
json_stats: {"epoch": 1120, "elapsed": 26.339373462018557, "loss": 0.03246203461616542, }
json_stats: {"epoch": 1121, "elapsed": 27.992580599006033, "loss": 0.03233415563956115, }
json_stats: {"epoch": 1122, "elapsed": 26.999635471001966, "loss": 0.03273308415544244, }
json_stats: {"epoch": 1123, "elapsed": 26.158143295004265, "loss": 0.03238173889513897, }
json_stats: {"epoch": 1124, "elapsed": 30.29869117902126, "loss": 0.03235929542920612, }
json_stats: {"epoch": 1125, "elapsed": 26.47308662100113, "loss": 0.03234887934385045, }
json_stats: {"epoch": 1126, "elapsed": 26.66742376500042, "loss": 0.03247792713731763, }
json_stats: {"epoch": 1127, "elapsed": 29.18207209301181, "loss": 0.03235386669461787, }
json_stats: {"epoch": 1128, "elapsed": 29.5711367620097, "loss": 0.03195549008513376, }
json_stats: {"epoch": 1129, "elapsed": 27.829450350021943, "loss": 0.031878140368272766, }
json_stats: {"epoch": 1130, "elapsed": 25.965141300985124, "loss": 0.03237673451955281, }
json_stats: {"epoch": 1131, "elapsed": 27.120342256006552, "loss": 0.03218429842370833, }
json_stats: {"epoch": 1132, "elapsed": 26.44041244100663, "loss": 0.03236933879430057, }
json_stats: {"epoch": 1133, "elapsed": 26.075736059981864, "loss": 0.03232200938333241, }
json_stats: {"epoch": 1134, "elapsed": 26.915551876008976, "loss": 0.032475884060481706, }
json_stats: {"epoch": 1135, "elapsed": 26.395444355992367, "loss": 0.032456584399717374, }
json_stats: {"epoch": 1136, "elapsed": 26.198935121006798, "loss": 0.0324579441923393, }
json_stats: {"epoch": 1137, "elapsed": 26.51799141097581, "loss": 0.03213009194106131, }
json_stats: {"epoch": 1138, "elapsed": 26.23256370399031, "loss": 0.031776613406822744, }
json_stats: {"epoch": 1139, "elapsed": 26.711496484000236, "loss": 0.03189873248255, }
json_stats: {"epoch": 1140, "elapsed": 26.290608130017063, "loss": 0.03223964764882739, }
json_stats: {"epoch": 1141, "elapsed": 30.184042114007752, "loss": 0.03211390964839173, }
json_stats: {"epoch": 1142, "elapsed": 27.457281121023698, "loss": 0.0320510642735321, }
json_stats: {"epoch": 1143, "elapsed": 27.03493902698392, "loss": 0.03217063263959926, }
json_stats: {"epoch": 1144, "elapsed": 27.892432462016586, "loss": 0.03194366373985216, }
json_stats: {"epoch": 1145, "elapsed": 26.85497047199169, "loss": 0.03176683038910013, }
json_stats: {"epoch": 1146, "elapsed": 26.272240638005314, "loss": 0.03171798346162169, }
json_stats: {"epoch": 1147, "elapsed": 26.240365174016915, "loss": 0.03204812845099145, }
json_stats: {"epoch": 1148, "elapsed": 27.361219494021498, "loss": 0.032002724716320874, }
json_stats: {"epoch": 1149, "elapsed": 26.228319232002832, "loss": 0.031528410388989736, }
json_stats: {"epoch": 1150, "elapsed": 27.89495808799984, "loss": 0.031689320359692075, }
json_stats: {"epoch": 1151, "elapsed": 28.111487873014994, "loss": 0.03147821666284136, }
json_stats: {"epoch": 1152, "elapsed": 26.023253207997186, "loss": 0.03178843966595407, }
json_stats: {"epoch": 1153, "elapsed": 28.37465016701026, "loss": 0.03173715513781466, }
json_stats: {"epoch": 1154, "elapsed": 27.380256557982648, "loss": 0.03151976270525034, }
json_stats: {"epoch": 1155, "elapsed": 26.255735981976613, "loss": 0.031693929191891054, }
json_stats: {"epoch": 1156, "elapsed": 26.49685146298725, "loss": 0.03199626974904982, }
json_stats: {"epoch": 1157, "elapsed": 26.153576238983078, "loss": 0.03182270780808778, }
json_stats: {"epoch": 1158, "elapsed": 26.57335400901502, "loss": 0.0316224406691413, }
json_stats: {"epoch": 1159, "elapsed": 27.417276571999537, "loss": 0.031285230877104435, }
json_stats: {"epoch": 1160, "elapsed": 27.40214117700816, "loss": 0.031777832236665776, }
json_stats: {"epoch": 1161, "elapsed": 26.54012841999065, "loss": 0.03178798339713287, }
json_stats: {"epoch": 1162, "elapsed": 26.29180309601361, "loss": 0.031324712925536694, }
json_stats: {"epoch": 1163, "elapsed": 26.503140571992844, "loss": 0.03147695511733632, }
json_stats: {"epoch": 1164, "elapsed": 29.293131457001437, "loss": 0.0312749208452024, }
json_stats: {"epoch": 1165, "elapsed": 20.43385991602554, "loss": 0.031290921160394114, }
json_stats: {"epoch": 1166, "elapsed": 20.676140014984412, "loss": 0.031283736422696974, }
json_stats: {"epoch": 1167, "elapsed": 20.17207373501151, "loss": 0.031119923902672795, }
json_stats: {"epoch": 1168, "elapsed": 19.517768285993952, "loss": 0.031410810574700965, }
json_stats: {"epoch": 1169, "elapsed": 20.411627077992307, "loss": 0.031700638469271146, }
json_stats: {"epoch": 1170, "elapsed": 19.86610420900979, "loss": 0.0317775320823235, }
json_stats: {"epoch": 1171, "elapsed": 20.00762529001804, "loss": 0.03119436662950889, }
json_stats: {"epoch": 1172, "elapsed": 20.521857301006094, "loss": 0.031329112247970595, }
json_stats: {"epoch": 1173, "elapsed": 20.96207199600758, "loss": 0.030769254432884644, }
json_stats: {"epoch": 1174, "elapsed": 21.05250070299371, "loss": 0.03143274921923972, }
json_stats: {"epoch": 1175, "elapsed": 20.653116111003328, "loss": 0.0313050133728029, }
json_stats: {"epoch": 1176, "elapsed": 20.691439238988096, "loss": 0.031116453280277956, }
json_stats: {"epoch": 1177, "elapsed": 20.75680053702672, "loss": 0.03138148203049663, }
json_stats: {"epoch": 1178, "elapsed": 20.61387986599584, "loss": 0.03117110412330184, }
json_stats: {"epoch": 1179, "elapsed": 20.680844726011856, "loss": 0.03098826560499742, }
json_stats: {"epoch": 1180, "elapsed": 20.5137288190017, "loss": 0.030928988224689993, }
json_stats: {"epoch": 1181, "elapsed": 20.59657566100941, "loss": 0.03111790050695429, }
json_stats: {"epoch": 1182, "elapsed": 20.742322086996865, "loss": 0.030977449337103967, }
json_stats: {"epoch": 1183, "elapsed": 19.295578666991787, "loss": 0.03093047081125688, }
json_stats: {"epoch": 1184, "elapsed": 20.883831971004838, "loss": 0.031152321891732344, }
json_stats: {"epoch": 1185, "elapsed": 20.79898606898496, "loss": 0.030680010478764865, }
json_stats: {"epoch": 1186, "elapsed": 20.806124547001673, "loss": 0.03094793976002276, }
json_stats: {"epoch": 1187, "elapsed": 20.51136368099833, "loss": 0.030769481034833627, }
json_stats: {"epoch": 1188, "elapsed": 20.827476911013946, "loss": 0.03067041972234115, }
json_stats: {"epoch": 1189, "elapsed": 20.900015727995196, "loss": 0.03084614191444677, }
json_stats: {"epoch": 1190, "elapsed": 20.77551198299625, "loss": 0.03071640474990762, }
json_stats: {"epoch": 1191, "elapsed": 20.76727353298338, "loss": 0.0306050489811998, }
json_stats: {"epoch": 1192, "elapsed": 20.760779527015984, "loss": 0.030779471003299867, }
json_stats: {"epoch": 1193, "elapsed": 20.836164117994485, "loss": 0.03054706139090531, }
json_stats: {"epoch": 1194, "elapsed": 20.610856968007283, "loss": 0.030597361923254615, }
json_stats: {"epoch": 1195, "elapsed": 20.843083944986574, "loss": 0.030750556911016122, }
json_stats: {"epoch": 1196, "elapsed": 20.591998310992494, "loss": 0.030950116282964665, }
json_stats: {"epoch": 1197, "elapsed": 20.508829540020088, "loss": 0.030442595803089754, }
json_stats: {"epoch": 1198, "elapsed": 20.651690733007854, "loss": 0.03007156918211612, }
json_stats: {"epoch": 1099, "elapsed": 19.415312711993465, "loss": 0.03315857196894717, "sqnorm_min": 0.07286020114730715, "sqnorm_avg": 0.9997383667454415, "sqnorm_max": 0.9999899956915045, "mean_rank": 13.442083419684936, "map_rank": 0.597757194964272, "best": true}
json_stats: {"epoch": 1200, "elapsed": 28.13563825300662, "loss": 0.03024761865135816, }
json_stats: {"epoch": 1201, "elapsed": 30.89331672899425, "loss": 0.03064716551017142, }
json_stats: {"epoch": 1202, "elapsed": 28.718768320977688, "loss": 0.030795264152857247, }
json_stats: {"epoch": 1203, "elapsed": 29.504340479994426, "loss": 0.030742064535476843, }
json_stats: {"epoch": 1204, "elapsed": 26.822595434990944, "loss": 0.030679016443335722, }
json_stats: {"epoch": 1205, "elapsed": 27.13593552200473, "loss": 0.03026053329568667, }
json_stats: {"epoch": 1206, "elapsed": 30.959142092993716, "loss": 0.030454868918172395, }
json_stats: {"epoch": 1207, "elapsed": 27.940965690999292, "loss": 0.030257628304298897, }
json_stats: {"epoch": 1208, "elapsed": 26.43095268899924, "loss": 0.030311935848327847, }
json_stats: {"epoch": 1209, "elapsed": 26.46145270598936, "loss": 0.030564878198690342, }
json_stats: {"epoch": 1210, "elapsed": 26.52645371199469, "loss": 0.030473229179795565, }
json_stats: {"epoch": 1211, "elapsed": 26.456218845996773, "loss": 0.02996466626130493, }
json_stats: {"epoch": 1212, "elapsed": 26.365185870003188, "loss": 0.03019174524128621, }
json_stats: {"epoch": 1213, "elapsed": 26.390680174023146, "loss": 0.03019191591193182, }
json_stats: {"epoch": 1214, "elapsed": 26.604571222997038, "loss": 0.03020415360456188, }
json_stats: {"epoch": 1215, "elapsed": 26.489924720983254, "loss": 0.030327553423262814, }
json_stats: {"epoch": 1216, "elapsed": 26.265565604990115, "loss": 0.030331318549098346, }
json_stats: {"epoch": 1217, "elapsed": 26.65286375602591, "loss": 0.030216140791274815, }
json_stats: {"epoch": 1218, "elapsed": 27.13863361100084, "loss": 0.030029253702364606, }
json_stats: {"epoch": 1219, "elapsed": 26.377677607000805, "loss": 0.029805324289058452, }
json_stats: {"epoch": 1220, "elapsed": 26.36127667798428, "loss": 0.02983312588740594, }
json_stats: {"epoch": 1221, "elapsed": 26.640551716991467, "loss": 0.029893664662822245, }
json_stats: {"epoch": 1222, "elapsed": 26.343618318991503, "loss": 0.02990594615046432, }
json_stats: {"epoch": 1223, "elapsed": 26.230582538992167, "loss": 0.030454089605079147, }
json_stats: {"epoch": 1224, "elapsed": 28.743853140011197, "loss": 0.03017595912262914, }
json_stats: {"epoch": 1225, "elapsed": 26.1446020709991, "loss": 0.02999695300479441, }
json_stats: {"epoch": 1226, "elapsed": 27.02989930100739, "loss": 0.029901173520462152, }
json_stats: {"epoch": 1227, "elapsed": 26.25857999001164, "loss": 0.029799885657167634, }
json_stats: {"epoch": 1228, "elapsed": 26.113272410992067, "loss": 0.029575724102568552, }
json_stats: {"epoch": 1229, "elapsed": 26.46875974399154, "loss": 0.03000106679227555, }
json_stats: {"epoch": 1230, "elapsed": 26.43700424398412, "loss": 0.030159515237046946, }
json_stats: {"epoch": 1231, "elapsed": 26.368570480990456, "loss": 0.02990065160181879, }
json_stats: {"epoch": 1232, "elapsed": 26.474852068990003, "loss": 0.029881096405417338, }
json_stats: {"epoch": 1233, "elapsed": 26.233386959007476, "loss": 0.029842198201864192, }
json_stats: {"epoch": 1234, "elapsed": 26.208446203992935, "loss": 0.029669868758458284, }
json_stats: {"epoch": 1235, "elapsed": 26.265322367020417, "loss": 0.029647551114919103, }
json_stats: {"epoch": 1236, "elapsed": 29.61597426998196, "loss": 0.029940656669049034, }
json_stats: {"epoch": 1237, "elapsed": 29.226381038984982, "loss": 0.029613346071264212, }
json_stats: {"epoch": 1238, "elapsed": 26.413557616004255, "loss": 0.029443914078665263, }
json_stats: {"epoch": 1239, "elapsed": 26.26328974001808, "loss": 0.02933799112710686, }
json_stats: {"epoch": 1240, "elapsed": 26.34277980501065, "loss": 0.029445290845092183, }
json_stats: {"epoch": 1241, "elapsed": 26.219064400007483, "loss": 0.02977788524094308, }
json_stats: {"epoch": 1242, "elapsed": 27.99828705500113, "loss": 0.02936587190561177, }
json_stats: {"epoch": 1243, "elapsed": 26.107864978985162, "loss": 0.029779260285019576, }
json_stats: {"epoch": 1244, "elapsed": 27.363328378996812, "loss": 0.029315536459728144, }
json_stats: {"epoch": 1245, "elapsed": 26.343409933993826, "loss": 0.029476131026472636, }
json_stats: {"epoch": 1246, "elapsed": 27.413642132014502, "loss": 0.02965337738003391, }
json_stats: {"epoch": 1247, "elapsed": 26.48532223701477, "loss": 0.02955876372635396, }
json_stats: {"epoch": 1248, "elapsed": 28.880327271996066, "loss": 0.02950217322357328, }
json_stats: {"epoch": 1249, "elapsed": 26.399586521991296, "loss": 0.029251782091813994, }
json_stats: {"epoch": 1250, "elapsed": 26.33355291900807, "loss": 0.029284101941460427, }
json_stats: {"epoch": 1251, "elapsed": 29.78914112399798, "loss": 0.02939467900793589, }
json_stats: {"epoch": 1252, "elapsed": 28.126885392994154, "loss": 0.029202157821558005, }
json_stats: {"epoch": 1253, "elapsed": 26.1089492640167, "loss": 0.02909111270123954, }
json_stats: {"epoch": 1254, "elapsed": 26.636446597985923, "loss": 0.029423763131146936, }
json_stats: {"epoch": 1255, "elapsed": 28.75280592398485, "loss": 0.029470166290529013, }
json_stats: {"epoch": 1256, "elapsed": 28.986019859003136, "loss": 0.029325837293808065, }
json_stats: {"epoch": 1257, "elapsed": 26.30554935199325, "loss": 0.029419017225953595, }
json_stats: {"epoch": 1258, "elapsed": 26.179946796997683, "loss": 0.029377165083865318, }
json_stats: {"epoch": 1259, "elapsed": 29.428530689998297, "loss": 0.029372423396479084, }
json_stats: {"epoch": 1260, "elapsed": 26.120080563006923, "loss": 0.02899798829894129, }
json_stats: {"epoch": 1261, "elapsed": 26.28657263200148, "loss": 0.029199267746422793, }
json_stats: {"epoch": 1262, "elapsed": 26.8629304219794, "loss": 0.02900906478837628, }
json_stats: {"epoch": 1263, "elapsed": 26.879402857011883, "loss": 0.029209573948214947, }
json_stats: {"epoch": 1264, "elapsed": 26.608398387004854, "loss": 0.028756846042873565, }
json_stats: {"epoch": 1265, "elapsed": 24.692059719003737, "loss": 0.02929879472176881, }
json_stats: {"epoch": 1266, "elapsed": 20.754547812015517, "loss": 0.028901940343454283, }
json_stats: {"epoch": 1267, "elapsed": 20.69901546399342, "loss": 0.028915904873381578, }
json_stats: {"epoch": 1268, "elapsed": 20.709998458012706, "loss": 0.029264371352219067, }
json_stats: {"epoch": 1269, "elapsed": 20.612001778994454, "loss": 0.028900182807614416, }
json_stats: {"epoch": 1270, "elapsed": 20.838309149985434, "loss": 0.0287031120354626, }
json_stats: {"epoch": 1271, "elapsed": 20.775320360000478, "loss": 0.028942262209695615, }
json_stats: {"epoch": 1272, "elapsed": 20.98767633701209, "loss": 0.0291577757322865, }
json_stats: {"epoch": 1273, "elapsed": 20.971160424000118, "loss": 0.0288909052966817, }
json_stats: {"epoch": 1274, "elapsed": 20.78803858399624, "loss": 0.02906612379132374, }
json_stats: {"epoch": 1275, "elapsed": 20.94897763201152, "loss": 0.028708728597814044, }
json_stats: {"epoch": 1276, "elapsed": 20.700727543007815, "loss": 0.028742207444789634, }
json_stats: {"epoch": 1277, "elapsed": 20.760499975993298, "loss": 0.02865275058202856, }
json_stats: {"epoch": 1278, "elapsed": 21.02332737800316, "loss": 0.02879212343029264, }
json_stats: {"epoch": 1279, "elapsed": 20.739707742002793, "loss": 0.028965850160418506, }
json_stats: {"epoch": 1280, "elapsed": 20.575419522006996, "loss": 0.02892848718919446, }
json_stats: {"epoch": 1281, "elapsed": 20.672343707003165, "loss": 0.02903785663534559, }
json_stats: {"epoch": 1282, "elapsed": 20.754231668979628, "loss": 0.02857125846943005, }
json_stats: {"epoch": 1283, "elapsed": 20.600031904003117, "loss": 0.028707429370431532, }
json_stats: {"epoch": 1284, "elapsed": 20.466852002980886, "loss": 0.028711918278784075, }
json_stats: {"epoch": 1285, "elapsed": 20.672854041011306, "loss": 0.028719631254469618, }
json_stats: {"epoch": 1286, "elapsed": 20.773890254989965, "loss": 0.02822982257679354, }
json_stats: {"epoch": 1287, "elapsed": 20.756229711027117, "loss": 0.028770728382507115, }
json_stats: {"epoch": 1288, "elapsed": 20.82981565600494, "loss": 0.028467787423231507, }
json_stats: {"epoch": 1289, "elapsed": 20.847201680997387, "loss": 0.02901708120998206, }
json_stats: {"epoch": 1290, "elapsed": 20.862399965000805, "loss": 0.02848514896177122, }
json_stats: {"epoch": 1291, "elapsed": 20.769984505983302, "loss": 0.02893529135641329, }
json_stats: {"epoch": 1292, "elapsed": 20.256932460993994, "loss": 0.0286641642706852, }
json_stats: {"epoch": 1293, "elapsed": 20.55484143999638, "loss": 0.028598377796252312, }
json_stats: {"epoch": 1294, "elapsed": 20.566623405000428, "loss": 0.028640449091806235, }
json_stats: {"epoch": 1295, "elapsed": 20.944439663988305, "loss": 0.028848592462844536, }
json_stats: {"epoch": 1296, "elapsed": 20.739766407001298, "loss": 0.028474124750293556, }
json_stats: {"epoch": 1297, "elapsed": 20.50703569399775, "loss": 0.028506448943984693, }
json_stats: {"epoch": 1298, "elapsed": 20.479662986006588, "loss": 0.0284459771063806, }
json_stats: {"epoch": 1199, "elapsed": 18.990544921980472, "loss": 0.030609899716658676, "sqnorm_min": 0.07477654242142706, "sqnorm_avg": 0.9997550477579799, "sqnorm_max": 0.9999899987951362, "mean_rank": 12.329111300710819, "map_rank": 0.6139363466883055, "best": true}
json_stats: {"epoch": 1300, "elapsed": 27.03234903200064, "loss": 0.02832636029466553, }
json_stats: {"epoch": 1301, "elapsed": 30.02615497400984, "loss": 0.02858601283304778, }
json_stats: {"epoch": 1302, "elapsed": 31.022367129975464, "loss": 0.028524562460000194, }
json_stats: {"epoch": 1303, "elapsed": 27.8218657830148, "loss": 0.028424539715887442, }
json_stats: {"epoch": 1304, "elapsed": 28.053973175992724, "loss": 0.028253708551439556, }
json_stats: {"epoch": 1305, "elapsed": 30.800268086983124, "loss": 0.02826575824865276, }
json_stats: {"epoch": 1306, "elapsed": 29.83425204298692, "loss": 0.028286739253307356, }
json_stats: {"epoch": 1307, "elapsed": 26.493161855003564, "loss": 0.028212961933975305, }
json_stats: {"epoch": 1308, "elapsed": 28.438852041988866, "loss": 0.028046565522628103, }
json_stats: {"epoch": 1309, "elapsed": 30.71875234998879, "loss": 0.027996089758993734, }
json_stats: {"epoch": 1310, "elapsed": 26.384160900022835, "loss": 0.028135751159118476, }
json_stats: {"epoch": 1311, "elapsed": 26.23237130700727, "loss": 0.028027352229078758, }
json_stats: {"epoch": 1312, "elapsed": 26.686039946012897, "loss": 0.02838110871539449, }
json_stats: {"epoch": 1313, "elapsed": 26.78879039300955, "loss": 0.028103963246343962, }
json_stats: {"epoch": 1314, "elapsed": 26.373449395992793, "loss": 0.02785375762346602, }
json_stats: {"epoch": 1315, "elapsed": 26.47859583501122, "loss": 0.02825176086782809, }
json_stats: {"epoch": 1316, "elapsed": 28.181662803021027, "loss": 0.028154079904543317, }
json_stats: {"epoch": 1317, "elapsed": 29.408994217024883, "loss": 0.02834433677819181, }
json_stats: {"epoch": 1318, "elapsed": 26.017261089000385, "loss": 0.028276929774704165, }
json_stats: {"epoch": 1319, "elapsed": 26.165678836987354, "loss": 0.027848632023223206, }
json_stats: {"epoch": 1320, "elapsed": 26.453118985984474, "loss": 0.028131646711804632, }
json_stats: {"epoch": 1321, "elapsed": 26.95737922898843, "loss": 0.028090054648401443, }
json_stats: {"epoch": 1322, "elapsed": 27.739049347001128, "loss": 0.027797101544100436, }
json_stats: {"epoch": 1323, "elapsed": 26.141488629975356, "loss": 0.028087489318488947, }
json_stats: {"epoch": 1324, "elapsed": 26.291862456011586, "loss": 0.027859864140292567, }
json_stats: {"epoch": 1325, "elapsed": 26.445036599005107, "loss": 0.027740892414252764, }
json_stats: {"epoch": 1326, "elapsed": 27.25398626300739, "loss": 0.02779196333270523, }
json_stats: {"epoch": 1327, "elapsed": 31.179693046025932, "loss": 0.028009504889651534, }
json_stats: {"epoch": 1328, "elapsed": 26.95679960399866, "loss": 0.027702976328600356, }
json_stats: {"epoch": 1329, "elapsed": 26.13691718300106, "loss": 0.027761292778818412, }
json_stats: {"epoch": 1330, "elapsed": 27.304734867997468, "loss": 0.027833882233260852, }
json_stats: {"epoch": 1331, "elapsed": 26.30139666501782, "loss": 0.027571568670530473, }
json_stats: {"epoch": 1332, "elapsed": 26.793321484990884, "loss": 0.028034743001412565, }
json_stats: {"epoch": 1333, "elapsed": 27.5501941620023, "loss": 0.027655511590034626, }
json_stats: {"epoch": 1334, "elapsed": 29.539464222005336, "loss": 0.027665034510002844, }
json_stats: {"epoch": 1335, "elapsed": 27.34572405499057, "loss": 0.0278862326880514, }
json_stats: {"epoch": 1336, "elapsed": 26.30278554101824, "loss": 0.02787839306916578, }
json_stats: {"epoch": 1337, "elapsed": 26.390883232001215, "loss": 0.0274339842618769, }
json_stats: {"epoch": 1338, "elapsed": 26.25286639999831, "loss": 0.027624410836646282, }
json_stats: {"epoch": 1339, "elapsed": 27.401757482992252, "loss": 0.027860390472934746, }
json_stats: {"epoch": 1340, "elapsed": 26.192408044007607, "loss": 0.027388445576701545, }
json_stats: {"epoch": 1341, "elapsed": 30.347587916010525, "loss": 0.027819961409569036, }
json_stats: {"epoch": 1342, "elapsed": 28.610368613997707, "loss": 0.027653633913494825, }
json_stats: {"epoch": 1343, "elapsed": 26.13592537000659, "loss": 0.027214518422062996, }
json_stats: {"epoch": 1344, "elapsed": 26.09443369798828, "loss": 0.027628816244096927, }
json_stats: {"epoch": 1345, "elapsed": 26.0604580299987, "loss": 0.0274546560389116, }
json_stats: {"epoch": 1346, "elapsed": 29.560572313988814, "loss": 0.027561467889893894, }
json_stats: {"epoch": 1347, "elapsed": 26.02151031399262, "loss": 0.027500836278333836, }
json_stats: {"epoch": 1348, "elapsed": 30.513407252990874, "loss": 0.02758583647014616, }
json_stats: {"epoch": 1349, "elapsed": 27.745653516991297, "loss": 0.02751036833851371, }
json_stats: {"epoch": 1350, "elapsed": 28.708570073999, "loss": 0.027587817836322054, }
json_stats: {"epoch": 1351, "elapsed": 30.31354502000613, "loss": 0.027373702477793832, }
json_stats: {"epoch": 1352, "elapsed": 27.783701527980156, "loss": 0.02730769347676231, }
json_stats: {"epoch": 1353, "elapsed": 26.418202335975366, "loss": 0.027187328451005834, }
json_stats: {"epoch": 1354, "elapsed": 26.431072461011354, "loss": 0.02743947879409817, }
json_stats: {"epoch": 1355, "elapsed": 26.443482283008052, "loss": 0.027080321097303066, }
json_stats: {"epoch": 1356, "elapsed": 26.455820271978155, "loss": 0.027271301712730976, }
json_stats: {"epoch": 1357, "elapsed": 26.457014037005138, "loss": 0.027367177356932802, }
json_stats: {"epoch": 1358, "elapsed": 26.15333753998857, "loss": 0.02717595528483966, }
json_stats: {"epoch": 1359, "elapsed": 26.224445058003766, "loss": 0.027329072395664462, }
json_stats: {"epoch": 1360, "elapsed": 29.701973690011073, "loss": 0.027487058212578765, }
json_stats: {"epoch": 1361, "elapsed": 28.733924166997895, "loss": 0.027468062865115335, }
json_stats: {"epoch": 1362, "elapsed": 27.023226235003676, "loss": 0.026972302366934976, }
json_stats: {"epoch": 1363, "elapsed": 26.609733007993782, "loss": 0.02710678636598088, }
json_stats: {"epoch": 1364, "elapsed": 26.342397279979195, "loss": 0.027331480600162127, }
json_stats: {"epoch": 1365, "elapsed": 23.178404938982567, "loss": 0.027430670532054467, }
json_stats: {"epoch": 1366, "elapsed": 20.0755254959804, "loss": 0.027114373315478616, }
json_stats: {"epoch": 1367, "elapsed": 20.64695845800452, "loss": 0.027145698647182057, }
json_stats: {"epoch": 1368, "elapsed": 20.767131778993644, "loss": 0.02711775047205003, }
json_stats: {"epoch": 1369, "elapsed": 20.50326602300629, "loss": 0.02709106870793182, }
json_stats: {"epoch": 1370, "elapsed": 20.697593357006554, "loss": 0.026997140091510496, }
json_stats: {"epoch": 1371, "elapsed": 20.69847650700831, "loss": 0.026873372999912038, }
json_stats: {"epoch": 1372, "elapsed": 20.71671082798275, "loss": 0.027293176636142367, }
json_stats: {"epoch": 1373, "elapsed": 20.59860570199089, "loss": 0.02743554149928531, }
json_stats: {"epoch": 1374, "elapsed": 20.692315010994207, "loss": 0.027147682012897762, }
json_stats: {"epoch": 1375, "elapsed": 20.704852630005917, "loss": 0.027024589373347244, }
json_stats: {"epoch": 1376, "elapsed": 20.66892170999199, "loss": 0.02669244129523175, }
json_stats: {"epoch": 1377, "elapsed": 20.71363759500673, "loss": 0.02689178574663585, }
json_stats: {"epoch": 1378, "elapsed": 20.215337378991535, "loss": 0.0271624759921927, }
json_stats: {"epoch": 1379, "elapsed": 19.91799779399298, "loss": 0.026911436415335773, }
json_stats: {"epoch": 1380, "elapsed": 19.794806227000663, "loss": 0.026761771694253252, }
json_stats: {"epoch": 1381, "elapsed": 19.78934196100454, "loss": 0.026858639954288416, }
json_stats: {"epoch": 1382, "elapsed": 19.69896153899026, "loss": 0.027073462053042008, }
json_stats: {"epoch": 1383, "elapsed": 19.88077306098421, "loss": 0.02693473473787313, }
json_stats: {"epoch": 1384, "elapsed": 20.69901907601161, "loss": 0.026757119483876178, }
json_stats: {"epoch": 1385, "elapsed": 20.545810523006367, "loss": 0.027004065114310513, }
json_stats: {"epoch": 1386, "elapsed": 20.640770399972098, "loss": 0.026446323394750608, }
json_stats: {"epoch": 1387, "elapsed": 19.891898798989132, "loss": 0.026406756773566242, }
json_stats: {"epoch": 1388, "elapsed": 20.59060721300193, "loss": 0.026920811368374962, }
json_stats: {"epoch": 1389, "elapsed": 20.579549142014002, "loss": 0.02696346816030409, }
json_stats: {"epoch": 1390, "elapsed": 20.654318819986656, "loss": 0.02673903233684825, }
json_stats: {"epoch": 1391, "elapsed": 20.711361613997724, "loss": 0.026646493492956416, }
json_stats: {"epoch": 1392, "elapsed": 20.386755952989915, "loss": 0.026736666667505793, }
json_stats: {"epoch": 1393, "elapsed": 19.477023205981823, "loss": 0.02690634837490791, }
json_stats: {"epoch": 1394, "elapsed": 20.644083967985353, "loss": 0.026714094460882187, }
json_stats: {"epoch": 1395, "elapsed": 20.463945221010363, "loss": 0.02644383498953881, }
json_stats: {"epoch": 1396, "elapsed": 20.80648387398105, "loss": 0.026688273296130483, }
json_stats: {"epoch": 1397, "elapsed": 20.002131493994966, "loss": 0.026755394712495932, }
json_stats: {"epoch": 1398, "elapsed": 19.65574573201593, "loss": 0.026229527892807053, }
json_stats: {"epoch": 1299, "elapsed": 20.6762583849777, "loss": 0.02863185363551701, "sqnorm_min": 0.08224564083978265, "sqnorm_avg": 0.999769450333031, "sqnorm_max": 0.9999899997158174, "mean_rank": 11.4108178595748, "map_rank": 0.6283412535030621, "best": true}
json_stats: {"epoch": 1400, "elapsed": 31.633081312000286, "loss": 0.026602568497396256, }
json_stats: {"epoch": 1401, "elapsed": 28.80493816701346, "loss": 0.026396054432053406, }
json_stats: {"epoch": 1402, "elapsed": 26.286336980992928, "loss": 0.02602234656174841, }
json_stats: {"epoch": 1403, "elapsed": 27.790134829992894, "loss": 0.02667352813566807, }
json_stats: {"epoch": 1404, "elapsed": 26.610702070000116, "loss": 0.02641072581215762, }
json_stats: {"epoch": 1405, "elapsed": 26.427562255994417, "loss": 0.026491628799406797, }
json_stats: {"epoch": 1406, "elapsed": 29.102914107003016, "loss": 0.026696975408781902, }
json_stats: {"epoch": 1407, "elapsed": 28.177366680989508, "loss": 0.0265575780017571, }
json_stats: {"epoch": 1408, "elapsed": 30.589946811000118, "loss": 0.02637448126028118, }
json_stats: {"epoch": 1409, "elapsed": 27.392089326982386, "loss": 0.026818727911135765, }
json_stats: {"epoch": 1410, "elapsed": 27.532275395991746, "loss": 0.026783483604226926, }
json_stats: {"epoch": 1411, "elapsed": 27.960680954973213, "loss": 0.026241682554865378, }
json_stats: {"epoch": 1412, "elapsed": 26.434097701014252, "loss": 0.026552980276927835, }
json_stats: {"epoch": 1413, "elapsed": 26.275478070019744, "loss": 0.026056161443397743, }
json_stats: {"epoch": 1414, "elapsed": 29.32839819500805, "loss": 0.026254892884562855, }
json_stats: {"epoch": 1415, "elapsed": 26.186209281993797, "loss": 0.02594565682488096, }
json_stats: {"epoch": 1416, "elapsed": 27.671708092995686, "loss": 0.025957309694367943, }
json_stats: {"epoch": 1417, "elapsed": 27.89338456999394, "loss": 0.026283047346169108, }
json_stats: {"epoch": 1418, "elapsed": 27.76637043300434, "loss": 0.02631257371214577, }
json_stats: {"epoch": 1419, "elapsed": 26.41632728499826, "loss": 0.026244950615142603, }
json_stats: {"epoch": 1420, "elapsed": 27.704535733995726, "loss": 0.02591388100440919, }
json_stats: {"epoch": 1421, "elapsed": 28.897861342004035, "loss": 0.025912132824539868, }
json_stats: {"epoch": 1422, "elapsed": 28.227370185020845, "loss": 0.026238046282725594, }
json_stats: {"epoch": 1423, "elapsed": 26.503447577997576, "loss": 0.02636339921277251, }
json_stats: {"epoch": 1424, "elapsed": 26.121763240982546, "loss": 0.02604845159812746, }
json_stats: {"epoch": 1425, "elapsed": 26.56239529699087, "loss": 0.026431212625609747, }
json_stats: {"epoch": 1426, "elapsed": 27.811363126995275, "loss": 0.026406263947759318, }
json_stats: {"epoch": 1427, "elapsed": 27.33552487299312, "loss": 0.02599097496974514, }
json_stats: {"epoch": 1428, "elapsed": 26.32351363199996, "loss": 0.026290485781664583, }
json_stats: {"epoch": 1429, "elapsed": 29.09267371101305, "loss": 0.02619252536791582, }
json_stats: {"epoch": 1430, "elapsed": 27.25726160898921, "loss": 0.02620528542756444, }
json_stats: {"epoch": 1431, "elapsed": 29.88616189302411, "loss": 0.025818884298130798, }
json_stats: {"epoch": 1432, "elapsed": 26.33878284099046, "loss": 0.026178511968148944, }
json_stats: {"epoch": 1433, "elapsed": 26.019362842984265, "loss": 0.025798255474397385, }
json_stats: {"epoch": 1434, "elapsed": 26.96255034900969, "loss": 0.026118804178409685, }
json_stats: {"epoch": 1435, "elapsed": 26.549381493008696, "loss": 0.02597964180130874, }
json_stats: {"epoch": 1436, "elapsed": 30.83261652899091, "loss": 0.025886393229325247, }
json_stats: {"epoch": 1437, "elapsed": 26.404061784007354, "loss": 0.025898345826300486, }
json_stats: {"epoch": 1438, "elapsed": 26.043713199993363, "loss": 0.025982623664944814, }
json_stats: {"epoch": 1439, "elapsed": 26.878376103006303, "loss": 0.02593147380290368, }
json_stats: {"epoch": 1440, "elapsed": 29.43443945600302, "loss": 0.025858293240130042, }
json_stats: {"epoch": 1441, "elapsed": 27.4121972899884, "loss": 0.025961797739127695, }
json_stats: {"epoch": 1442, "elapsed": 27.04813863898744, "loss": 0.02574680283228915, }
json_stats: {"epoch": 1443, "elapsed": 27.442901192989666, "loss": 0.02580434596482113, }
json_stats: {"epoch": 1444, "elapsed": 27.47207095401245, "loss": 0.025896750577457755, }
json_stats: {"epoch": 1445, "elapsed": 26.460427231999347, "loss": 0.025949113910586963, }
json_stats: {"epoch": 1446, "elapsed": 25.872537571995053, "loss": 0.025660803678741708, }
json_stats: {"epoch": 1447, "elapsed": 26.288052376999985, "loss": 0.02583356559716445, }
json_stats: {"epoch": 1448, "elapsed": 27.652347501018085, "loss": 0.025743187566747473, }
json_stats: {"epoch": 1449, "elapsed": 26.984607544000028, "loss": 0.025849711857506504, }
json_stats: {"epoch": 1450, "elapsed": 26.224267962010344, "loss": 0.02548857569326809, }
json_stats: {"epoch": 1451, "elapsed": 28.834807201987132, "loss": 0.025638030830352793, }
json_stats: {"epoch": 1452, "elapsed": 27.89540907400078, "loss": 0.025935510004853463, }
json_stats: {"epoch": 1453, "elapsed": 27.61144566599978, "loss": 0.025323380457394386, }
json_stats: {"epoch": 1454, "elapsed": 26.807779096998274, "loss": 0.025689198380490066, }
json_stats: {"epoch": 1455, "elapsed": 27.21936421500868, "loss": 0.02582659752779301, }
json_stats: {"epoch": 1456, "elapsed": 28.741404717991827, "loss": 0.025580346391387593, }
json_stats: {"epoch": 1457, "elapsed": 26.06761721300427, "loss": 0.025978513004301942, }
json_stats: {"epoch": 1458, "elapsed": 27.612418160017114, "loss": 0.025794118450284002, }
json_stats: {"epoch": 1459, "elapsed": 27.070457500987686, "loss": 0.02597397474725259, }
json_stats: {"epoch": 1460, "elapsed": 26.129723791003926, "loss": 0.025382477455010124, }
json_stats: {"epoch": 1461, "elapsed": 27.59053397498792, "loss": 0.02562265791642675, }
json_stats: {"epoch": 1462, "elapsed": 26.225271853996674, "loss": 0.02532821268000255, }
json_stats: {"epoch": 1463, "elapsed": 26.497690087999217, "loss": 0.02551695104858908, }
json_stats: {"epoch": 1464, "elapsed": 28.055757469992386, "loss": 0.025449642407522524, }
json_stats: {"epoch": 1465, "elapsed": 20.705687848007074, "loss": 0.025325447853867745, }
json_stats: {"epoch": 1466, "elapsed": 20.56041121899034, "loss": 0.025667566923838057, }
json_stats: {"epoch": 1467, "elapsed": 20.74375224902178, "loss": 0.025394567124544278, }
json_stats: {"epoch": 1468, "elapsed": 20.49747974399361, "loss": 0.02506241624674697, }
json_stats: {"epoch": 1469, "elapsed": 19.521283228998072, "loss": 0.02547341331530793, }
json_stats: {"epoch": 1470, "elapsed": 19.450170981988776, "loss": 0.02567983324868354, }
json_stats: {"epoch": 1471, "elapsed": 18.794552306993864, "loss": 0.0255281629957588, }
json_stats: {"epoch": 1472, "elapsed": 19.735802393988706, "loss": 0.02544185580578732, }
json_stats: {"epoch": 1473, "elapsed": 20.82398451300105, "loss": 0.025017961258272242, }
json_stats: {"epoch": 1474, "elapsed": 20.926027451001573, "loss": 0.02525380886883437, }
json_stats: {"epoch": 1475, "elapsed": 19.77329769197968, "loss": 0.02540554795261111, }
json_stats: {"epoch": 1476, "elapsed": 20.178104638005607, "loss": 0.025281519763175477, }
json_stats: {"epoch": 1477, "elapsed": 19.05573138600448, "loss": 0.02530071220004442, }
json_stats: {"epoch": 1478, "elapsed": 19.35169513899018, "loss": 0.025607805391074306, }
json_stats: {"epoch": 1479, "elapsed": 20.434487735008588, "loss": 0.025258505395294617, }
json_stats: {"epoch": 1480, "elapsed": 20.75320025999099, "loss": 0.025201046337117564, }
json_stats: {"epoch": 1481, "elapsed": 20.59208239900181, "loss": 0.0251893832977501, }
json_stats: {"epoch": 1482, "elapsed": 20.709830567007884, "loss": 0.025456333058144383, }
json_stats: {"epoch": 1483, "elapsed": 20.70129736099625, "loss": 0.025385038160798415, }
json_stats: {"epoch": 1484, "elapsed": 20.68319242898724, "loss": 0.025248656885839604, }
json_stats: {"epoch": 1485, "elapsed": 20.56141789400135, "loss": 0.025361831942163682, }
json_stats: {"epoch": 1486, "elapsed": 20.52045228300267, "loss": 0.0251534255874002, }
json_stats: {"epoch": 1487, "elapsed": 20.60222381298081, "loss": 0.025287773407205012, }
json_stats: {"epoch": 1488, "elapsed": 20.716346829023678, "loss": 0.025189348373427792, }
json_stats: {"epoch": 1489, "elapsed": 20.326373187010176, "loss": 0.02528879943415529, }
json_stats: {"epoch": 1490, "elapsed": 20.71781161398394, "loss": 0.02542417336969581, }
json_stats: {"epoch": 1491, "elapsed": 20.693715097993845, "loss": 0.025077560024376624, }
json_stats: {"epoch": 1492, "elapsed": 20.583654969988856, "loss": 0.02519407582860767, }
json_stats: {"epoch": 1493, "elapsed": 20.688552744017215, "loss": 0.02501988952325173, }
json_stats: {"epoch": 1494, "elapsed": 20.62762008298887, "loss": 0.025173103827112353, }
json_stats: {"epoch": 1495, "elapsed": 20.63068752500112, "loss": 0.02507221955649046, }
json_stats: {"epoch": 1496, "elapsed": 20.232067305012606, "loss": 0.025007591770693338, }
json_stats: {"epoch": 1497, "elapsed": 20.528702434006846, "loss": 0.025013589368277495, }
json_stats: {"epoch": 1498, "elapsed": 19.625487785000587, "loss": 0.02503165496198644, }
json_stats: {"epoch": 1399, "elapsed": 19.648999060998904, "loss": 0.026645881457830575, "sqnorm_min": 0.06008610212058049, "sqnorm_avg": 0.999780758416482, "sqnorm_max": 0.999989992889902, "mean_rank": 10.65175094134461, "map_rank": 0.641076246845376, "best": true}
json_stats: {"epoch": 1499, "elapsed": 19.63230472500436, "loss": 0.025235041584937508, "sqnorm_min": 0.0539848474371326, "sqnorm_avg": 0.9997906557043083, "sqnorm_max": 0.9999899991758734, "mean_rank": 10.00744059234059, "map_rank": 0.6525939055158716, "best": true}
