Using edge list dataloader
json_conf: {"checkpoint": "../results/mesh//lorentz2.bin", "dset": "../graphs/mesh//graph.csv", "dim": 2, "manifold": "lorentz", "model": "distance", "lr": 0.5, "epochs": 1500, "batchsize": 50, "negs": 50, "burnin": 20, "dampening": 1.0, "ndproc": 4, "eval_each": 100, "fresh": true, "debug": false, "gpu": 0, "sym": false, "maxnorm": null, "sparse": true, "burnin_multiplier": 0.01, "neg_multiplier": 0.1, "quiet": false, "lr_type": "constant", "train_threads": 1, "margin": 0.1, "eval": "reconstruction", "initial": ""}
Burn in negs=5, lr=0.005
json_stats: {"epoch": 0, "elapsed": 7.78615268599242, "loss": 1.7912377940373476, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 1, "elapsed": 7.178831669036299, "loss": 1.7900632354135855, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 2, "elapsed": 6.872362017980777, "loss": 1.7889861028143474, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 3, "elapsed": 6.680889107985422, "loss": 1.787981543035359, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 4, "elapsed": 6.95630549301859, "loss": 1.7870580565103746, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 5, "elapsed": 6.737834000959992, "loss": 1.7861542902731138, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 6, "elapsed": 7.3518725069006905, "loss": 1.7853271722157582, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 7, "elapsed": 8.063339253072627, "loss": 1.7845114073567232, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 8, "elapsed": 6.863683162024245, "loss": 1.7837364381646998, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 9, "elapsed": 6.790611800039187, "loss": 1.7830104075172757, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 10, "elapsed": 6.972306221956387, "loss": 1.7822692979545913, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 11, "elapsed": 6.792583203990944, "loss": 1.7815795729184338, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 12, "elapsed": 6.640667092055082, "loss": 1.7808939466693892, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 13, "elapsed": 6.76143414399121, "loss": 1.7802263182587137, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 14, "elapsed": 6.587257673963904, "loss": 1.7795871004051544, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 15, "elapsed": 6.702687266981229, "loss": 1.7789446017775357, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 16, "elapsed": 6.6472445810213685, "loss": 1.7783180921741284, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 17, "elapsed": 6.623865974019282, "loss": 1.7777057720868958, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 18, "elapsed": 6.619332673959434, "loss": 1.7771075970982626, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 19, "elapsed": 6.677676648949273, "loss": 1.7765003563690567, }
json_stats: {"epoch": 20, "elapsed": 7.343768115970306, "loss": 3.9105873085929685, }
json_stats: {"epoch": 21, "elapsed": 7.301223839982413, "loss": 3.8554610249283603, }
json_stats: {"epoch": 22, "elapsed": 7.286051783012226, "loss": 3.8009650243287996, }
json_stats: {"epoch": 23, "elapsed": 7.30631795397494, "loss": 3.7472430304761954, }
json_stats: {"epoch": 24, "elapsed": 7.282355424016714, "loss": 3.6946405084995146, }
json_stats: {"epoch": 25, "elapsed": 7.244492617901415, "loss": 3.6432973957695305, }
json_stats: {"epoch": 26, "elapsed": 7.281494767987169, "loss": 3.5933088550526557, }
json_stats: {"epoch": 27, "elapsed": 7.290044630994089, "loss": 3.5443794817798047, }
json_stats: {"epoch": 28, "elapsed": 7.2543821510626, "loss": 3.496754269091572, }
json_stats: {"epoch": 29, "elapsed": 7.2868902530753985, "loss": 3.450258884551547, }
json_stats: {"epoch": 30, "elapsed": 7.276287204003893, "loss": 3.404768256071876, }
json_stats: {"epoch": 31, "elapsed": 7.306957350927405, "loss": 3.3604350067928874, }
json_stats: {"epoch": 32, "elapsed": 7.285923896008171, "loss": 3.316678477290269, }
json_stats: {"epoch": 33, "elapsed": 7.300223940052092, "loss": 3.274177646393361, }
json_stats: {"epoch": 34, "elapsed": 7.3628911630949005, "loss": 3.2326531474436098, }
json_stats: {"epoch": 35, "elapsed": 7.364033131045289, "loss": 3.191746855311453, }
json_stats: {"epoch": 36, "elapsed": 7.334126602043398, "loss": 3.1515802168316496, }
json_stats: {"epoch": 37, "elapsed": 7.337690720916726, "loss": 3.112412634985568, }
json_stats: {"epoch": 38, "elapsed": 7.35497950296849, "loss": 3.0737639444752944, }
json_stats: {"epoch": 39, "elapsed": 7.362124236067757, "loss": 3.0364726620599205, }
json_stats: {"epoch": 40, "elapsed": 7.332527281017974, "loss": 2.9993113265078595, }
json_stats: {"epoch": 41, "elapsed": 7.298689361079596, "loss": 2.9631830586973846, }
json_stats: {"epoch": 42, "elapsed": 7.338799801073037, "loss": 2.9278704818453143, }
json_stats: {"epoch": 43, "elapsed": 7.3786517640110105, "loss": 2.8928174971786134, }
json_stats: {"epoch": 44, "elapsed": 7.3566527570365, "loss": 2.8586451840614178, }
json_stats: {"epoch": 45, "elapsed": 7.4148030979558825, "loss": 2.825464066481176, }
json_stats: {"epoch": 46, "elapsed": 7.324658029014245, "loss": 2.7924827508705055, }
json_stats: {"epoch": 47, "elapsed": 7.420546159031801, "loss": 2.760430994275507, }
json_stats: {"epoch": 48, "elapsed": 7.33605207898654, "loss": 2.7287832934076035, }
json_stats: {"epoch": 49, "elapsed": 7.3393829088890925, "loss": 2.6978037251823968, }
json_stats: {"epoch": 50, "elapsed": 7.271696022944525, "loss": 2.6673620593114538, }
json_stats: {"epoch": 51, "elapsed": 7.348572843009606, "loss": 2.637614784893171, }
json_stats: {"epoch": 52, "elapsed": 7.352644356084056, "loss": 2.6086483449746165, }
json_stats: {"epoch": 53, "elapsed": 7.390640562050976, "loss": 2.5797737903254694, }
json_stats: {"epoch": 54, "elapsed": 7.437987796962261, "loss": 2.551940382002578, }
json_stats: {"epoch": 55, "elapsed": 7.338242455967702, "loss": 2.524623989719753, }
json_stats: {"epoch": 56, "elapsed": 7.318879708996974, "loss": 2.497615528841868, }
json_stats: {"epoch": 57, "elapsed": 7.371112089953385, "loss": 2.4709114027391323, }
json_stats: {"epoch": 58, "elapsed": 7.361171341966838, "loss": 2.445373791172054, }
json_stats: {"epoch": 59, "elapsed": 7.347423425060697, "loss": 2.4200430609463823, }
json_stats: {"epoch": 60, "elapsed": 7.276428053039126, "loss": 2.3946213101815954, }
json_stats: {"epoch": 61, "elapsed": 7.3465354109648615, "loss": 2.370217412878742, }
json_stats: {"epoch": 62, "elapsed": 7.305347518995404, "loss": 2.3469056172671894, }
json_stats: {"epoch": 63, "elapsed": 7.364943429012783, "loss": 2.3236155805283825, }
json_stats: {"epoch": 64, "elapsed": 7.352301792940125, "loss": 2.300046818100861, }
json_stats: {"epoch": 65, "elapsed": 7.370546460035257, "loss": 2.278165064951518, }
json_stats: {"epoch": 66, "elapsed": 7.421435322030447, "loss": 2.25659124165667, }
json_stats: {"epoch": 67, "elapsed": 7.33729754993692, "loss": 2.234888772314156, }
json_stats: {"epoch": 68, "elapsed": 7.3238152380799875, "loss": 2.213836816663247, }
json_stats: {"epoch": 69, "elapsed": 7.342011273023672, "loss": 2.192809628464653, }
json_stats: {"epoch": 70, "elapsed": 7.358079168014228, "loss": 2.1727682413984737, }
json_stats: {"epoch": 71, "elapsed": 7.3340966739924625, "loss": 2.152793258195624, }
json_stats: {"epoch": 72, "elapsed": 7.344563604099676, "loss": 2.1347200672949738, }
json_stats: {"epoch": 73, "elapsed": 7.3516434819903225, "loss": 2.115710086971294, }
json_stats: {"epoch": 74, "elapsed": 7.540644065942615, "loss": 2.096378309170952, }
json_stats: {"epoch": 75, "elapsed": 7.346063231001608, "loss": 2.0780508555361292, }
json_stats: {"epoch": 76, "elapsed": 7.393282282049768, "loss": 2.060656302564717, }
json_stats: {"epoch": 77, "elapsed": 7.404686207999475, "loss": 2.0430546571831107, }
json_stats: {"epoch": 78, "elapsed": 7.36737874802202, "loss": 2.026169268628277, }
json_stats: {"epoch": 79, "elapsed": 7.358818545006216, "loss": 2.0102491692029543, }
json_stats: {"epoch": 80, "elapsed": 7.401122287963517, "loss": 1.9928934315337858, }
json_stats: {"epoch": 81, "elapsed": 7.36996754608117, "loss": 1.9771169394950854, }
json_stats: {"epoch": 82, "elapsed": 7.358131950022653, "loss": 1.9617139264066437, }
json_stats: {"epoch": 83, "elapsed": 7.351716300938278, "loss": 1.946526079885262, }
json_stats: {"epoch": 84, "elapsed": 7.386418986017816, "loss": 1.9316731976089057, }
json_stats: {"epoch": 85, "elapsed": 7.5204034969210625, "loss": 1.9158614233239655, }
json_stats: {"epoch": 86, "elapsed": 7.573108950047754, "loss": 1.9021035045464623, }
json_stats: {"epoch": 87, "elapsed": 9.185513476026244, "loss": 1.88910043917275, }
json_stats: {"epoch": 88, "elapsed": 8.426614855998196, "loss": 1.8737683105953498, }
json_stats: {"epoch": 89, "elapsed": 7.965346844051965, "loss": 1.861427744501823, }
json_stats: {"epoch": 90, "elapsed": 9.037057894049212, "loss": 1.8485255897575663, }
json_stats: {"epoch": 91, "elapsed": 9.342372452025302, "loss": 1.834027524900247, }
json_stats: {"epoch": 92, "elapsed": 8.973838770994917, "loss": 1.8211332788089643, }
json_stats: {"epoch": 93, "elapsed": 9.10745108500123, "loss": 1.8094235100640375, }
json_stats: {"epoch": 94, "elapsed": 8.996699584065937, "loss": 1.7971801849336964, }
json_stats: {"epoch": 95, "elapsed": 8.725445941905491, "loss": 1.7852299081182097, }
json_stats: {"epoch": 96, "elapsed": 8.099211975000799, "loss": 1.7730560121130252, }
json_stats: {"epoch": 97, "elapsed": 7.925632047932595, "loss": 1.7612436965217197, }
json_stats: {"epoch": 98, "elapsed": 7.644904184970073, "loss": 1.751108816703383, }
json_stats: {"epoch": 100, "elapsed": 10.294412755058147, "loss": 1.7288512949586665, }
json_stats: {"epoch": 101, "elapsed": 10.48135455395095, "loss": 1.7175528822675636, }
json_stats: {"epoch": 102, "elapsed": 10.880752023076639, "loss": 1.7069315903454145, }
json_stats: {"epoch": 103, "elapsed": 10.013626768020913, "loss": 1.6965095686399576, }
json_stats: {"epoch": 104, "elapsed": 10.892829717020504, "loss": 1.6878606290414293, }
json_stats: {"epoch": 105, "elapsed": 10.366099296021275, "loss": 1.6781354341266042, }
json_stats: {"epoch": 106, "elapsed": 10.238245838088915, "loss": 1.6677336935880098, }
json_stats: {"epoch": 107, "elapsed": 10.091516235028394, "loss": 1.6591275629797235, }
json_stats: {"epoch": 108, "elapsed": 10.459408901049756, "loss": 1.6485050546605327, }
json_stats: {"epoch": 109, "elapsed": 10.93174969998654, "loss": 1.6397029079312544, }
json_stats: {"epoch": 110, "elapsed": 11.038123021018691, "loss": 1.632019114483338, }
json_stats: {"epoch": 111, "elapsed": 10.0983677910408, "loss": 1.623312881082994, }
json_stats: {"epoch": 112, "elapsed": 10.438760821940377, "loss": 1.6145660296013453, }
json_stats: {"epoch": 113, "elapsed": 10.515727831982076, "loss": 1.6050875451122653, }
json_stats: {"epoch": 114, "elapsed": 10.496734224027023, "loss": 1.596336984758915, }
json_stats: {"epoch": 115, "elapsed": 10.598804088891484, "loss": 1.589828572678946, }
json_stats: {"epoch": 116, "elapsed": 10.44329046504572, "loss": 1.5804438362906268, }
json_stats: {"epoch": 117, "elapsed": 10.568482983973809, "loss": 1.5721413074880441, }
json_stats: {"epoch": 118, "elapsed": 11.425247093080543, "loss": 1.5645520186456754, }
json_stats: {"epoch": 119, "elapsed": 10.298963050008751, "loss": 1.5571322440024609, }
json_stats: {"epoch": 120, "elapsed": 11.022450763965026, "loss": 1.5507172323977787, }
json_stats: {"epoch": 121, "elapsed": 10.048932962003164, "loss": 1.5419811597471476, }
json_stats: {"epoch": 122, "elapsed": 10.057176345027983, "loss": 1.536539243357188, }
json_stats: {"epoch": 123, "elapsed": 10.81193419592455, "loss": 1.5283202294870712, }
json_stats: {"epoch": 124, "elapsed": 9.971688448102213, "loss": 1.5214711768855387, }
json_stats: {"epoch": 125, "elapsed": 10.250321054947563, "loss": 1.5149218135779834, }
json_stats: {"epoch": 126, "elapsed": 10.190249467967078, "loss": 1.5075161231884857, }
json_stats: {"epoch": 127, "elapsed": 10.879583292989992, "loss": 1.5022647645226446, }
json_stats: {"epoch": 128, "elapsed": 11.387992755044252, "loss": 1.4943659025948006, }
json_stats: {"epoch": 129, "elapsed": 10.46345163998194, "loss": 1.4872296657089261, }
json_stats: {"epoch": 130, "elapsed": 10.762010997044854, "loss": 1.4818556983942726, }
json_stats: {"epoch": 131, "elapsed": 10.533509085071273, "loss": 1.476890813076912, }
json_stats: {"epoch": 132, "elapsed": 10.498394930036739, "loss": 1.4693728932417967, }
json_stats: {"epoch": 133, "elapsed": 10.58920461696107, "loss": 1.463415755163596, }
json_stats: {"epoch": 134, "elapsed": 10.34412131702993, "loss": 1.4577530592678525, }
json_stats: {"epoch": 135, "elapsed": 10.975044674938545, "loss": 1.4525339014405674, }
json_stats: {"epoch": 136, "elapsed": 10.100994757958688, "loss": 1.4453103035507249, }
json_stats: {"epoch": 137, "elapsed": 10.659623590996489, "loss": 1.4405082978664479, }
json_stats: {"epoch": 138, "elapsed": 10.40451917995233, "loss": 1.4340483695117212, }
json_stats: {"epoch": 139, "elapsed": 10.25301576196216, "loss": 1.4298699723209372, }
json_stats: {"epoch": 140, "elapsed": 10.35070466902107, "loss": 1.4238062388426056, }
json_stats: {"epoch": 141, "elapsed": 10.293492783093825, "loss": 1.4180470189596648, }
json_stats: {"epoch": 142, "elapsed": 10.249047216959298, "loss": 1.413017055100747, }
json_stats: {"epoch": 143, "elapsed": 10.311136687989347, "loss": 1.40703957771596, }
json_stats: {"epoch": 144, "elapsed": 10.758377538062632, "loss": 1.4030196897180347, }
json_stats: {"epoch": 145, "elapsed": 10.714400921016932, "loss": 1.3969593425560054, }
json_stats: {"epoch": 146, "elapsed": 12.81552552699577, "loss": 1.3919538760793078, }
json_stats: {"epoch": 147, "elapsed": 10.337408758932725, "loss": 1.3866901932576257, }
json_stats: {"epoch": 148, "elapsed": 10.450395441963337, "loss": 1.3830124204258698, }
json_stats: {"epoch": 149, "elapsed": 10.108800605987199, "loss": 1.3775608727052822, }
json_stats: {"epoch": 150, "elapsed": 9.912755278055556, "loss": 1.3738012273124272, }
json_stats: {"epoch": 151, "elapsed": 10.190671922056936, "loss": 1.3676085668717672, }
json_stats: {"epoch": 152, "elapsed": 10.412016189075075, "loss": 1.3642154088693383, }
json_stats: {"epoch": 153, "elapsed": 10.541919779032469, "loss": 1.3596409251169914, }
json_stats: {"epoch": 154, "elapsed": 10.351176775060594, "loss": 1.3539037920983656, }
json_stats: {"epoch": 155, "elapsed": 10.729569129063748, "loss": 1.3511656334780233, }
json_stats: {"epoch": 156, "elapsed": 10.968914621975273, "loss": 1.3465708713865785, }
json_stats: {"epoch": 157, "elapsed": 10.751842344994657, "loss": 1.3426403701724725, }
json_stats: {"epoch": 158, "elapsed": 10.98906392895151, "loss": 1.3369200431460804, }
json_stats: {"epoch": 159, "elapsed": 10.6341798909707, "loss": 1.3326666920542873, }
json_stats: {"epoch": 160, "elapsed": 10.78893803304527, "loss": 1.328273202524001, }
json_stats: {"epoch": 161, "elapsed": 10.600607470958494, "loss": 1.3243676196983154, }
json_stats: {"epoch": 162, "elapsed": 10.435898809111677, "loss": 1.3201818306694992, }
json_stats: {"epoch": 163, "elapsed": 11.395680502988398, "loss": 1.3165226711522255, }
json_stats: {"epoch": 164, "elapsed": 11.409613511990756, "loss": 1.3129875395102193, }
json_stats: {"epoch": 165, "elapsed": 13.800836818059906, "loss": 1.3098886535025873, }
json_stats: {"epoch": 166, "elapsed": 12.436993832932785, "loss": 1.3045554317177994, }
json_stats: {"epoch": 167, "elapsed": 12.388429366983473, "loss": 1.3004988203496333, }
json_stats: {"epoch": 168, "elapsed": 11.252392970956862, "loss": 1.2974788422282038, }
json_stats: {"epoch": 169, "elapsed": 10.85488657897804, "loss": 1.2946563392156802, }
json_stats: {"epoch": 170, "elapsed": 11.222723253071308, "loss": 1.2895843818599257, }
json_stats: {"epoch": 171, "elapsed": 10.391236462979577, "loss": 1.286836231012573, }
json_stats: {"epoch": 172, "elapsed": 10.17867884610314, "loss": 1.2817103429862542, }
json_stats: {"epoch": 173, "elapsed": 10.378857651958242, "loss": 1.2787863776244452, }
json_stats: {"epoch": 174, "elapsed": 10.268145839101635, "loss": 1.2757377076372516, }
json_stats: {"epoch": 175, "elapsed": 10.502201508032158, "loss": 1.2717123972529591, }
json_stats: {"epoch": 176, "elapsed": 10.232027305057272, "loss": 1.268763754707147, }
json_stats: {"epoch": 177, "elapsed": 10.237354215001687, "loss": 1.26449832934847, }
json_stats: {"epoch": 178, "elapsed": 10.644979809992947, "loss": 1.260478774078665, }
json_stats: {"epoch": 179, "elapsed": 12.712213165010326, "loss": 1.2577618374380206, }
json_stats: {"epoch": 180, "elapsed": 11.796069952077232, "loss": 1.2559997960278635, }
json_stats: {"epoch": 181, "elapsed": 12.982765381922945, "loss": 1.25204492157852, }
json_stats: {"epoch": 182, "elapsed": 15.321021166979335, "loss": 1.2483551632138585, }
json_stats: {"epoch": 183, "elapsed": 13.19931336992886, "loss": 1.2456573668676671, }
json_stats: {"epoch": 184, "elapsed": 10.564994246000424, "loss": 1.2416307394986281, }
json_stats: {"epoch": 185, "elapsed": 10.353294536005706, "loss": 1.238635315283699, }
json_stats: {"epoch": 186, "elapsed": 9.096441561006941, "loss": 1.2346496276220436, }
json_stats: {"epoch": 187, "elapsed": 7.543024364975281, "loss": 1.2340997645739065, }
json_stats: {"epoch": 188, "elapsed": 7.545274466043338, "loss": 1.2295275014697427, }
json_stats: {"epoch": 189, "elapsed": 7.596194623038173, "loss": 1.227388832040767, }
json_stats: {"epoch": 190, "elapsed": 7.605090269003995, "loss": 1.2242992799293637, }
json_stats: {"epoch": 191, "elapsed": 7.508535044034943, "loss": 1.2216408173933297, }
json_stats: {"epoch": 192, "elapsed": 7.555635315016843, "loss": 1.2200643721491937, }
json_stats: {"epoch": 193, "elapsed": 7.528612099005841, "loss": 1.2148364627558261, }
json_stats: {"epoch": 194, "elapsed": 7.514057702035643, "loss": 1.211417237320712, }
json_stats: {"epoch": 195, "elapsed": 7.548662660992704, "loss": 1.2106009417049968, }
json_stats: {"epoch": 196, "elapsed": 7.572965329978615, "loss": 1.2066744303623826, }
json_stats: {"epoch": 197, "elapsed": 7.545835077064112, "loss": 1.2049340486490983, }
json_stats: {"epoch": 198, "elapsed": 7.578586604911834, "loss": 1.1994642860491158, }
json_stats: {"epoch": 99, "elapsed": 7.642597027937882, "loss": 1.7401686152095521, "sqnorm_min": 0.0014438473445114012, "sqnorm_avg": 0.7990528370755222, "sqnorm_max": 0.9810270422870179, "mean_rank": 2179.8726584900446, "map_rank": 0.04664900292719425, "best": true}
json_stats: {"epoch": 200, "elapsed": 10.164985886891373, "loss": 1.1960940228231007, }
json_stats: {"epoch": 201, "elapsed": 10.089527542935684, "loss": 1.1918605563673816, }
json_stats: {"epoch": 202, "elapsed": 10.308347597019747, "loss": 1.190915204852864, }
json_stats: {"epoch": 203, "elapsed": 10.249763386091217, "loss": 1.1873471424756628, }
json_stats: {"epoch": 204, "elapsed": 9.945078614982776, "loss": 1.186970679777384, }
json_stats: {"epoch": 205, "elapsed": 10.065872246981598, "loss": 1.1821692730528692, }
json_stats: {"epoch": 206, "elapsed": 10.137767917942256, "loss": 1.1811316158150058, }
json_stats: {"epoch": 207, "elapsed": 10.83395316102542, "loss": 1.1768241263364372, }
json_stats: {"epoch": 208, "elapsed": 11.566020973958075, "loss": 1.1752836929439765, }
json_stats: {"epoch": 209, "elapsed": 10.548879439942539, "loss": 1.173408806108986, }
json_stats: {"epoch": 210, "elapsed": 10.390210404992104, "loss": 1.1699624886585842, }
json_stats: {"epoch": 211, "elapsed": 10.877700675046071, "loss": 1.1681045989730794, }
json_stats: {"epoch": 212, "elapsed": 10.384136504027992, "loss": 1.1653806930031305, }
json_stats: {"epoch": 213, "elapsed": 10.500859313062392, "loss": 1.1639912221895479, }
json_stats: {"epoch": 214, "elapsed": 10.526513244956732, "loss": 1.1611183684230926, }
json_stats: {"epoch": 215, "elapsed": 10.516576935071498, "loss": 1.158749440710895, }
json_stats: {"epoch": 216, "elapsed": 10.196447415975854, "loss": 1.1566097407332803, }
json_stats: {"epoch": 217, "elapsed": 10.5307405119529, "loss": 1.153742039559017, }
json_stats: {"epoch": 218, "elapsed": 10.490170827019028, "loss": 1.1513836542129778, }
json_stats: {"epoch": 219, "elapsed": 10.450455819955096, "loss": 1.148315623505595, }
json_stats: {"epoch": 220, "elapsed": 10.579446512972936, "loss": 1.1475805505078887, }
json_stats: {"epoch": 221, "elapsed": 10.464368108077906, "loss": 1.1460980244958965, }
json_stats: {"epoch": 222, "elapsed": 10.809841598034836, "loss": 1.1429745603701567, }
json_stats: {"epoch": 223, "elapsed": 10.19372542493511, "loss": 1.1406593003533747, }
json_stats: {"epoch": 224, "elapsed": 9.834827866987325, "loss": 1.1371003328125915, }
json_stats: {"epoch": 225, "elapsed": 10.198158502927981, "loss": 1.134441816494389, }
json_stats: {"epoch": 226, "elapsed": 10.620423266896978, "loss": 1.132368494248818, }
json_stats: {"epoch": 227, "elapsed": 10.144944092957303, "loss": 1.130462858411194, }
json_stats: {"epoch": 228, "elapsed": 10.424775082035922, "loss": 1.1284842835969677, }
json_stats: {"epoch": 229, "elapsed": 9.989959478960373, "loss": 1.127513195071983, }
json_stats: {"epoch": 230, "elapsed": 10.05761628295295, "loss": 1.1243954190346277, }
json_stats: {"epoch": 231, "elapsed": 10.870781876030378, "loss": 1.1218029893342891, }
json_stats: {"epoch": 232, "elapsed": 12.108341126004234, "loss": 1.1202092194150015, }
json_stats: {"epoch": 233, "elapsed": 13.501001454074867, "loss": 1.1175482411809532, }
json_stats: {"epoch": 234, "elapsed": 12.025225190096535, "loss": 1.1171373596013656, }
json_stats: {"epoch": 235, "elapsed": 10.64215465192683, "loss": 1.1138216955031655, }
json_stats: {"epoch": 236, "elapsed": 10.46356525295414, "loss": 1.1128935767854347, }
json_stats: {"epoch": 237, "elapsed": 10.139289533020929, "loss": 1.1104564863177364, }
json_stats: {"epoch": 238, "elapsed": 11.566785553004593, "loss": 1.1071408546615018, }
json_stats: {"epoch": 239, "elapsed": 10.712045985972509, "loss": 1.1076912239271102, }
json_stats: {"epoch": 240, "elapsed": 10.383456288953312, "loss": 1.1034456128215893, }
json_stats: {"epoch": 241, "elapsed": 10.36995870503597, "loss": 1.1001314605200025, }
json_stats: {"epoch": 242, "elapsed": 10.294549474027008, "loss": 1.1003185724617126, }
json_stats: {"epoch": 243, "elapsed": 10.36569938401226, "loss": 1.098271611444265, }
json_stats: {"epoch": 244, "elapsed": 10.614368084003218, "loss": 1.0947500264613905, }
json_stats: {"epoch": 245, "elapsed": 11.282656318042427, "loss": 1.0940028773488426, }
json_stats: {"epoch": 246, "elapsed": 11.144674152950756, "loss": 1.0917081773259683, }
json_stats: {"epoch": 247, "elapsed": 13.331305906060152, "loss": 1.087940348122108, }
json_stats: {"epoch": 248, "elapsed": 10.632964447955601, "loss": 1.0888516733902247, }
json_stats: {"epoch": 249, "elapsed": 9.550164375919849, "loss": 1.0859963885015842, }
json_stats: {"epoch": 250, "elapsed": 11.530302713974379, "loss": 1.085870812151694, }
json_stats: {"epoch": 251, "elapsed": 10.828360037994571, "loss": 1.0837884778953502, }
json_stats: {"epoch": 252, "elapsed": 10.451681241975166, "loss": 1.0806812635066694, }
json_stats: {"epoch": 253, "elapsed": 10.862785030039959, "loss": 1.080494695036158, }
json_stats: {"epoch": 254, "elapsed": 11.33887280896306, "loss": 1.0762745223397168, }
json_stats: {"epoch": 255, "elapsed": 11.698957553016953, "loss": 1.075687431354469, }
json_stats: {"epoch": 256, "elapsed": 10.689318606979214, "loss": 1.0740610205775039, }
json_stats: {"epoch": 257, "elapsed": 10.1172162379371, "loss": 1.0719621922987337, }
json_stats: {"epoch": 258, "elapsed": 10.108584676985629, "loss": 1.0689004745373463, }
json_stats: {"epoch": 259, "elapsed": 10.120086401933804, "loss": 1.0679480054653863, }
json_stats: {"epoch": 260, "elapsed": 9.91980205103755, "loss": 1.0660037388334802, }
json_stats: {"epoch": 261, "elapsed": 10.327004287973978, "loss": 1.0629738996449978, }
json_stats: {"epoch": 262, "elapsed": 9.953949640039355, "loss": 1.062232608839877, }
json_stats: {"epoch": 263, "elapsed": 11.035904932999983, "loss": 1.061339584855212, }
json_stats: {"epoch": 264, "elapsed": 10.58107272500638, "loss": 1.0587003357729985, }
json_stats: {"epoch": 265, "elapsed": 10.142478312947787, "loss": 1.0560524605950818, }
json_stats: {"epoch": 266, "elapsed": 10.554261127952486, "loss": 1.0549842999653705, }
json_stats: {"epoch": 267, "elapsed": 10.22533275000751, "loss": 1.0526905335257077, }
json_stats: {"epoch": 268, "elapsed": 10.739077758975327, "loss": 1.0521437020525668, }
json_stats: {"epoch": 269, "elapsed": 10.668174315011129, "loss": 1.0488713341347233, }
json_stats: {"epoch": 270, "elapsed": 12.229575518984348, "loss": 1.047889976472835, }
json_stats: {"epoch": 271, "elapsed": 11.33375737501774, "loss": 1.0469349334435258, }
json_stats: {"epoch": 272, "elapsed": 10.917023423011415, "loss": 1.0455192458826004, }
json_stats: {"epoch": 273, "elapsed": 10.984823084087111, "loss": 1.0450989731231262, }
json_stats: {"epoch": 274, "elapsed": 11.178319845930673, "loss": 1.0401300149605925, }
json_stats: {"epoch": 275, "elapsed": 10.94243916706182, "loss": 1.0402111320515475, }
json_stats: {"epoch": 276, "elapsed": 12.047002958017401, "loss": 1.0382717548177045, }
json_stats: {"epoch": 277, "elapsed": 10.44952203007415, "loss": 1.036975518072842, }
json_stats: {"epoch": 278, "elapsed": 9.988298876909539, "loss": 1.034026743203974, }
json_stats: {"epoch": 279, "elapsed": 11.113458018982783, "loss": 1.0341112867551123, }
json_stats: {"epoch": 280, "elapsed": 11.356982685043477, "loss": 1.0314902022404988, }
json_stats: {"epoch": 281, "elapsed": 11.810076443944126, "loss": 1.0283939908907975, }
json_stats: {"epoch": 282, "elapsed": 10.828967684064992, "loss": 1.0268862068822402, }
json_stats: {"epoch": 283, "elapsed": 10.684472082997672, "loss": 1.0276748618987488, }
json_stats: {"epoch": 284, "elapsed": 10.322355763986707, "loss": 1.025495881996368, }
json_stats: {"epoch": 285, "elapsed": 9.469868661020882, "loss": 1.021204715531248, }
json_stats: {"epoch": 286, "elapsed": 10.267164453980513, "loss": 1.0219448341068154, }
json_stats: {"epoch": 287, "elapsed": 8.68629891902674, "loss": 1.020355860538475, }
json_stats: {"epoch": 288, "elapsed": 7.8855982079403475, "loss": 1.0171615424227012, }
json_stats: {"epoch": 289, "elapsed": 7.722908911993727, "loss": 1.015894668481672, }
json_stats: {"epoch": 290, "elapsed": 7.620622557005845, "loss": 1.0149336552760424, }
json_stats: {"epoch": 291, "elapsed": 7.616246775025502, "loss": 1.0135679292244306, }
json_stats: {"epoch": 292, "elapsed": 7.775789454928599, "loss": 1.0125496062280537, }
json_stats: {"epoch": 293, "elapsed": 7.684123391052708, "loss": 1.0112173890291594, }
json_stats: {"epoch": 294, "elapsed": 7.659066273947246, "loss": 1.0080191440950663, }
json_stats: {"epoch": 295, "elapsed": 7.732074153027497, "loss": 1.005810548981679, }
json_stats: {"epoch": 296, "elapsed": 7.565534243010916, "loss": 1.0067438930207597, }
json_stats: {"epoch": 297, "elapsed": 7.642125925980508, "loss": 1.0051784758997562, }
json_stats: {"epoch": 298, "elapsed": 7.978009156067856, "loss": 1.0018583594574124, }
json_stats: {"epoch": 199, "elapsed": 7.543972461018711, "loss": 1.1990609527991638, "sqnorm_min": 0.0049505113244231146, "sqnorm_avg": 0.9230799245953167, "sqnorm_max": 0.9978395908018365, "mean_rank": 1322.921528404493, "map_rank": 0.08902653598622534, "best": true}
json_stats: {"epoch": 300, "elapsed": 9.670915483962744, "loss": 0.9985123518373956, }
json_stats: {"epoch": 301, "elapsed": 9.874912325059995, "loss": 0.9985850268847809, }
json_stats: {"epoch": 302, "elapsed": 10.197861791937612, "loss": 0.9933232003234921, }
json_stats: {"epoch": 303, "elapsed": 10.414815758005716, "loss": 0.9937588138861703, }
json_stats: {"epoch": 304, "elapsed": 10.928200025926344, "loss": 0.9939231826081059, }
json_stats: {"epoch": 305, "elapsed": 10.663393186987378, "loss": 0.993081387393137, }
json_stats: {"epoch": 306, "elapsed": 10.558078297995962, "loss": 0.9896159406547358, }
json_stats: {"epoch": 307, "elapsed": 10.820729781058617, "loss": 0.9889602848722997, }
json_stats: {"epoch": 308, "elapsed": 10.327431328012608, "loss": 0.9860214268368772, }
json_stats: {"epoch": 309, "elapsed": 10.664516803924926, "loss": 0.9847440529028311, }
json_stats: {"epoch": 310, "elapsed": 10.410438206978142, "loss": 0.984528394817308, }
json_stats: {"epoch": 311, "elapsed": 10.34723221603781, "loss": 0.981860707188244, }
json_stats: {"epoch": 312, "elapsed": 10.756537534063682, "loss": 0.979685886849566, }
json_stats: {"epoch": 313, "elapsed": 10.370512602035888, "loss": 0.9779491846427297, }
json_stats: {"epoch": 314, "elapsed": 10.400206707068719, "loss": 0.9744979223883465, }
json_stats: {"epoch": 315, "elapsed": 9.6737649430288, "loss": 0.9774433862485635, }
json_stats: {"epoch": 316, "elapsed": 10.180690095992759, "loss": 0.9735390398619767, }
json_stats: {"epoch": 317, "elapsed": 10.155562618980184, "loss": 0.9746637965321494, }
json_stats: {"epoch": 318, "elapsed": 10.341706058941782, "loss": 0.9719501912056105, }
json_stats: {"epoch": 319, "elapsed": 10.195802922011353, "loss": 0.9706957350171462, }
json_stats: {"epoch": 320, "elapsed": 10.401350819971412, "loss": 0.9653744982504414, }
json_stats: {"epoch": 321, "elapsed": 10.90252188697923, "loss": 0.9662974438172885, }
json_stats: {"epoch": 322, "elapsed": 10.899822860956192, "loss": 0.9645198394872067, }
json_stats: {"epoch": 323, "elapsed": 10.84972810104955, "loss": 0.9626172172070401, }
json_stats: {"epoch": 324, "elapsed": 10.391756438068114, "loss": 0.9626786180907815, }
json_stats: {"epoch": 325, "elapsed": 10.61157649604138, "loss": 0.9594362830397105, }
json_stats: {"epoch": 326, "elapsed": 10.73921110003721, "loss": 0.9598879757935123, }
json_stats: {"epoch": 327, "elapsed": 10.670526952017099, "loss": 0.9605623920516368, }
json_stats: {"epoch": 328, "elapsed": 10.68083828908857, "loss": 0.9565506051665901, }
json_stats: {"epoch": 329, "elapsed": 10.635842947056517, "loss": 0.9545651847307548, }
json_stats: {"epoch": 330, "elapsed": 10.466713483911008, "loss": 0.9534313371756663, }
json_stats: {"epoch": 331, "elapsed": 10.644262439920567, "loss": 0.950833741673333, }
json_stats: {"epoch": 332, "elapsed": 10.505458062049001, "loss": 0.9521421180917499, }
json_stats: {"epoch": 333, "elapsed": 10.437728729913943, "loss": 0.9489018326703287, }
json_stats: {"epoch": 334, "elapsed": 10.523550119018182, "loss": 0.9481587996528833, }
json_stats: {"epoch": 335, "elapsed": 10.315382505999878, "loss": 0.9468313658985891, }
json_stats: {"epoch": 336, "elapsed": 10.426391539978795, "loss": 0.9448656307824803, }
json_stats: {"epoch": 337, "elapsed": 10.762824738980271, "loss": 0.9429947268183081, }
json_stats: {"epoch": 338, "elapsed": 10.789609905914403, "loss": 0.9421493513942971, }
json_stats: {"epoch": 339, "elapsed": 10.181286824052222, "loss": 0.9408085583796262, }
json_stats: {"epoch": 340, "elapsed": 10.27345489594154, "loss": 0.940147152536732, }
json_stats: {"epoch": 341, "elapsed": 10.168778087943792, "loss": 0.9362467568069569, }
json_stats: {"epoch": 342, "elapsed": 10.085220959968865, "loss": 0.9341258351522217, }
json_stats: {"epoch": 343, "elapsed": 10.358465448021889, "loss": 0.9334156524126697, }
json_stats: {"epoch": 344, "elapsed": 10.303789617028087, "loss": 0.9322403079727541, }
json_stats: {"epoch": 345, "elapsed": 10.07714277296327, "loss": 0.9322045126494011, }
json_stats: {"epoch": 346, "elapsed": 10.097315059043467, "loss": 0.929838752787671, }
json_stats: {"epoch": 347, "elapsed": 10.24039111007005, "loss": 0.9306099387921829, }
json_stats: {"epoch": 348, "elapsed": 10.117516710073687, "loss": 0.9284708148137403, }
json_stats: {"epoch": 349, "elapsed": 10.475364760030061, "loss": 0.9280059355672533, }
json_stats: {"epoch": 350, "elapsed": 10.38149365899153, "loss": 0.9237282346547784, }
json_stats: {"epoch": 351, "elapsed": 10.776669732993469, "loss": 0.9215740718196469, }
json_stats: {"epoch": 352, "elapsed": 10.413162978016771, "loss": 0.9217465154219251, }
json_stats: {"epoch": 353, "elapsed": 16.64657524402719, "loss": 0.918847118441185, }
json_stats: {"epoch": 354, "elapsed": 16.499439837993123, "loss": 0.9195238481067114, }
json_stats: {"epoch": 355, "elapsed": 16.376378752058372, "loss": 0.9181454729153411, }
json_stats: {"epoch": 356, "elapsed": 15.570114423986524, "loss": 0.9145135942968615, }
json_stats: {"epoch": 357, "elapsed": 15.561229823040776, "loss": 0.9141714706195665, }
json_stats: {"epoch": 358, "elapsed": 16.561779194045812, "loss": 0.9133807732521564, }
json_stats: {"epoch": 359, "elapsed": 17.641982753993943, "loss": 0.91379957514105, }
json_stats: {"epoch": 360, "elapsed": 10.807135935989209, "loss": 0.9103825423873485, }
json_stats: {"epoch": 361, "elapsed": 9.573568727006204, "loss": 0.9106941712733468, }
json_stats: {"epoch": 362, "elapsed": 10.146595018100925, "loss": 0.90855987917474, }
json_stats: {"epoch": 363, "elapsed": 9.697256404906511, "loss": 0.9075041617486479, }
json_stats: {"epoch": 364, "elapsed": 10.177163401036523, "loss": 0.9074227063430715, }
json_stats: {"epoch": 365, "elapsed": 10.437206202070229, "loss": 0.904843171158523, }
json_stats: {"epoch": 366, "elapsed": 11.356992117944174, "loss": 0.9027707341235276, }
json_stats: {"epoch": 367, "elapsed": 10.215751989977434, "loss": 0.9010113849079125, }
json_stats: {"epoch": 368, "elapsed": 11.348714063991793, "loss": 0.899063128310141, }
json_stats: {"epoch": 369, "elapsed": 10.395440410007723, "loss": 0.8968427642743263, }
json_stats: {"epoch": 370, "elapsed": 10.895525939995423, "loss": 0.8980104147145311, }
json_stats: {"epoch": 371, "elapsed": 12.084498854004778, "loss": 0.8964125452336406, }
json_stats: {"epoch": 372, "elapsed": 10.509958687936887, "loss": 0.89455737786865, }
json_stats: {"epoch": 373, "elapsed": 10.463168781017885, "loss": 0.8903516958348847, }
json_stats: {"epoch": 374, "elapsed": 11.008353677927516, "loss": 0.8895198147582194, }
json_stats: {"epoch": 375, "elapsed": 10.392667079926468, "loss": 0.8896062728428816, }
json_stats: {"epoch": 376, "elapsed": 10.788199385046028, "loss": 0.8869428926034898, }
json_stats: {"epoch": 377, "elapsed": 15.726296824985184, "loss": 0.8881067388082996, }
json_stats: {"epoch": 378, "elapsed": 16.09379443502985, "loss": 0.8863093841124052, }
json_stats: {"epoch": 379, "elapsed": 13.826905431924388, "loss": 0.8839188653972064, }
json_stats: {"epoch": 380, "elapsed": 14.619491090998054, "loss": 0.8836232968051714, }
json_stats: {"epoch": 381, "elapsed": 16.90977132797707, "loss": 0.8812637426513955, }
json_stats: {"epoch": 382, "elapsed": 14.788830506964587, "loss": 0.8802368387652556, }
json_stats: {"epoch": 383, "elapsed": 11.27899557503406, "loss": 0.8777777506657216, }
json_stats: {"epoch": 384, "elapsed": 10.63309041201137, "loss": 0.8778511051643333, }
json_stats: {"epoch": 385, "elapsed": 10.542451767018065, "loss": 0.8773954197734392, }
json_stats: {"epoch": 386, "elapsed": 10.664978142012842, "loss": 0.8748682652726524, }
json_stats: {"epoch": 387, "elapsed": 10.621071638073772, "loss": 0.8729935536295711, }
json_stats: {"epoch": 388, "elapsed": 10.819762475090101, "loss": 0.8712884446574024, }
json_stats: {"epoch": 389, "elapsed": 10.513578603975475, "loss": 0.8700958434769421, }
json_stats: {"epoch": 390, "elapsed": 10.916732358979061, "loss": 0.8699146835698245, }
json_stats: {"epoch": 391, "elapsed": 11.47834535909351, "loss": 0.8658397364624121, }
json_stats: {"epoch": 392, "elapsed": 10.828424373990856, "loss": 0.8654963963379703, }
json_stats: {"epoch": 393, "elapsed": 9.956899584969506, "loss": 0.8645606008593187, }
json_stats: {"epoch": 394, "elapsed": 11.639217054937035, "loss": 0.864762136965428, }
json_stats: {"epoch": 395, "elapsed": 8.476252268999815, "loss": 0.8630769124051011, }
json_stats: {"epoch": 396, "elapsed": 7.774178343010135, "loss": 0.8615878203107651, }
json_stats: {"epoch": 397, "elapsed": 7.714888385031372, "loss": 0.8606986566703108, }
json_stats: {"epoch": 398, "elapsed": 7.727190189994872, "loss": 0.8572368956443465, }
json_stats: {"epoch": 299, "elapsed": 7.8620383749948815, "loss": 1.0000198292797922, "sqnorm_min": 0.022241076520575265, "sqnorm_avg": 0.9578661124127481, "sqnorm_max": 0.9994181332705907, "mean_rank": 931.4059449793032, "map_rank": 0.11394640563199974, "best": true}
json_stats: {"epoch": 400, "elapsed": 10.1554290530039, "loss": 0.8554546535784266, }
json_stats: {"epoch": 401, "elapsed": 10.355573113076389, "loss": 0.8534490994989676, }
json_stats: {"epoch": 402, "elapsed": 11.16840028797742, "loss": 0.8528096145191312, }
json_stats: {"epoch": 403, "elapsed": 11.297159756999463, "loss": 0.85070801807392, }
json_stats: {"epoch": 404, "elapsed": 10.677488683955744, "loss": 0.8500283557903439, }
json_stats: {"epoch": 405, "elapsed": 10.750526258023456, "loss": 0.8483011705516528, }
json_stats: {"epoch": 406, "elapsed": 10.843178951065056, "loss": 0.8476804081149238, }
json_stats: {"epoch": 407, "elapsed": 11.185941878007725, "loss": 0.8462827221084525, }
json_stats: {"epoch": 408, "elapsed": 10.244289472000673, "loss": 0.8432225979594622, }
json_stats: {"epoch": 409, "elapsed": 10.193085646023974, "loss": 0.8414016440749129, }
json_stats: {"epoch": 410, "elapsed": 10.59232873795554, "loss": 0.8433506485167214, }
json_stats: {"epoch": 411, "elapsed": 9.94383986806497, "loss": 0.837605843939009, }
json_stats: {"epoch": 412, "elapsed": 9.809329426963814, "loss": 0.8386151407432493, }
json_stats: {"epoch": 413, "elapsed": 9.855418004910462, "loss": 0.8376725986678693, }
json_stats: {"epoch": 414, "elapsed": 9.872470677015372, "loss": 0.8352557027325866, }
json_stats: {"epoch": 415, "elapsed": 9.794349565985613, "loss": 0.8347756935643835, }
json_stats: {"epoch": 416, "elapsed": 10.14794533199165, "loss": 0.8332283392648718, }
json_stats: {"epoch": 417, "elapsed": 9.998564381035976, "loss": 0.8303083828596706, }
json_stats: {"epoch": 418, "elapsed": 10.174833704018965, "loss": 0.8308333513247546, }
json_stats: {"epoch": 419, "elapsed": 10.15907039900776, "loss": 0.8315399751914274, }
json_stats: {"epoch": 420, "elapsed": 10.174634070019238, "loss": 0.8287572432253812, }
json_stats: {"epoch": 421, "elapsed": 9.991058662999421, "loss": 0.8271859667937469, }
json_stats: {"epoch": 422, "elapsed": 9.847809453029186, "loss": 0.8226750376593133, }
json_stats: {"epoch": 423, "elapsed": 10.13984649896156, "loss": 0.8207263540825381, }
json_stats: {"epoch": 424, "elapsed": 9.95808985910844, "loss": 0.8226583322054952, }
json_stats: {"epoch": 425, "elapsed": 10.172622894053347, "loss": 0.8215345991304317, }
json_stats: {"epoch": 426, "elapsed": 9.222725202911533, "loss": 0.8224069259101926, }
json_stats: {"epoch": 427, "elapsed": 10.302429010043852, "loss": 0.8184993099785369, }
json_stats: {"epoch": 428, "elapsed": 10.123389377025887, "loss": 0.8194090187807467, }
json_stats: {"epoch": 429, "elapsed": 10.198212457005866, "loss": 0.814360916197815, }
json_stats: {"epoch": 430, "elapsed": 10.146035823971033, "loss": 0.8160176995792444, }
json_stats: {"epoch": 431, "elapsed": 10.2881965120323, "loss": 0.812885549816745, }
json_stats: {"epoch": 432, "elapsed": 10.265954117057845, "loss": 0.8097291340455334, }
json_stats: {"epoch": 433, "elapsed": 10.244451218051836, "loss": 0.8099885615717332, }
json_stats: {"epoch": 434, "elapsed": 10.169024751987308, "loss": 0.8099577989966664, }
json_stats: {"epoch": 435, "elapsed": 9.710799881955609, "loss": 0.8065930813632168, }
json_stats: {"epoch": 436, "elapsed": 9.519467714941129, "loss": 0.8048972823565296, }
json_stats: {"epoch": 437, "elapsed": 9.949785072007217, "loss": 0.8042939284008324, }
json_stats: {"epoch": 438, "elapsed": 9.863524474902079, "loss": 0.8045158129026737, }
json_stats: {"epoch": 439, "elapsed": 9.761782801011577, "loss": 0.8007786855564377, }
json_stats: {"epoch": 440, "elapsed": 9.956159626017325, "loss": 0.7980528608077384, }
json_stats: {"epoch": 441, "elapsed": 10.301994167966768, "loss": 0.7986485667291962, }
json_stats: {"epoch": 442, "elapsed": 9.754764267010614, "loss": 0.7963046558263062, }
json_stats: {"epoch": 443, "elapsed": 10.42613518401049, "loss": 0.7947710485045507, }
json_stats: {"epoch": 444, "elapsed": 9.95807972701732, "loss": 0.7936835399693035, }
json_stats: {"epoch": 445, "elapsed": 9.900990774971433, "loss": 0.7936332107318246, }
json_stats: {"epoch": 446, "elapsed": 10.029259142000228, "loss": 0.791262456884144, }
json_stats: {"epoch": 447, "elapsed": 10.140334879979491, "loss": 0.7893585860299804, }
json_stats: {"epoch": 448, "elapsed": 10.019693800015375, "loss": 0.7877416624075285, }
json_stats: {"epoch": 449, "elapsed": 9.75109627400525, "loss": 0.7875275984916166, }
json_stats: {"epoch": 450, "elapsed": 10.28632483491674, "loss": 0.7853906773736575, }
json_stats: {"epoch": 451, "elapsed": 9.986447895062156, "loss": 0.7858021858852166, }
json_stats: {"epoch": 452, "elapsed": 10.054703023051843, "loss": 0.7854026117651542, }
json_stats: {"epoch": 453, "elapsed": 10.146061039995402, "loss": 0.7814221488979559, }
json_stats: {"epoch": 454, "elapsed": 9.948531961999834, "loss": 0.7799789329994008, }
json_stats: {"epoch": 455, "elapsed": 9.927393757971004, "loss": 0.7778881177624855, }
json_stats: {"epoch": 456, "elapsed": 9.937702561030164, "loss": 0.7773741766151223, }
json_stats: {"epoch": 457, "elapsed": 10.274755125981756, "loss": 0.7752223594474043, }
json_stats: {"epoch": 458, "elapsed": 9.952160449000075, "loss": 0.7741067917556639, }
json_stats: {"epoch": 459, "elapsed": 9.818616939941421, "loss": 0.7739499571544513, }
json_stats: {"epoch": 460, "elapsed": 9.9895097699482, "loss": 0.7725895532545491, }
json_stats: {"epoch": 461, "elapsed": 10.397968800971285, "loss": 0.7715318508711438, }
json_stats: {"epoch": 462, "elapsed": 9.99811422592029, "loss": 0.7692015665481753, }
json_stats: {"epoch": 463, "elapsed": 9.986362930969335, "loss": 0.7679848048608284, }
json_stats: {"epoch": 464, "elapsed": 10.113744236063212, "loss": 0.7673219045433127, }
json_stats: {"epoch": 465, "elapsed": 9.89377828699071, "loss": 0.764501154575621, }
json_stats: {"epoch": 466, "elapsed": 9.832410010043532, "loss": 0.7630573839652418, }
json_stats: {"epoch": 467, "elapsed": 10.271284500020556, "loss": 0.7613493409005849, }
json_stats: {"epoch": 468, "elapsed": 10.09118749096524, "loss": 0.7606217757816612, }
json_stats: {"epoch": 469, "elapsed": 10.23723553295713, "loss": 0.7608478711937147, }
json_stats: {"epoch": 470, "elapsed": 9.989348547067493, "loss": 0.7610753657324262, }
json_stats: {"epoch": 471, "elapsed": 9.987046870985068, "loss": 0.7545141507799009, }
json_stats: {"epoch": 472, "elapsed": 10.23564955801703, "loss": 0.756299206286508, }
json_stats: {"epoch": 473, "elapsed": 9.747104904963635, "loss": 0.7504725939399539, }
json_stats: {"epoch": 474, "elapsed": 10.213592423009686, "loss": 0.7528075004011671, }
json_stats: {"epoch": 475, "elapsed": 10.217529290937819, "loss": 0.751074656619372, }
json_stats: {"epoch": 476, "elapsed": 9.726247297017835, "loss": 0.7495946898024485, }
json_stats: {"epoch": 477, "elapsed": 10.279693283955567, "loss": 0.745862263500904, }
json_stats: {"epoch": 478, "elapsed": 10.012860508984886, "loss": 0.7476078458886435, }
json_stats: {"epoch": 479, "elapsed": 10.167636655038223, "loss": 0.7446139762428097, }
json_stats: {"epoch": 480, "elapsed": 10.18615111510735, "loss": 0.7428988826800346, }
json_stats: {"epoch": 481, "elapsed": 10.207571330945939, "loss": 0.7425318094306884, }
json_stats: {"epoch": 482, "elapsed": 9.720967983012088, "loss": 0.7398288047181587, }
json_stats: {"epoch": 483, "elapsed": 9.980888162041083, "loss": 0.737808938278818, }
json_stats: {"epoch": 484, "elapsed": 9.194873817963526, "loss": 0.7364447198996422, }
json_stats: {"epoch": 485, "elapsed": 9.961103120003827, "loss": 0.7372213764207276, }
json_stats: {"epoch": 486, "elapsed": 10.004127071937546, "loss": 0.7351074336018694, }
json_stats: {"epoch": 487, "elapsed": 10.190660980995744, "loss": 0.7326872668900557, }
json_stats: {"epoch": 488, "elapsed": 10.052324495045468, "loss": 0.7307588775756987, }
json_stats: {"epoch": 489, "elapsed": 9.555760835995898, "loss": 0.731228415969717, }
json_stats: {"epoch": 490, "elapsed": 10.003857402014546, "loss": 0.7296968802487778, }
json_stats: {"epoch": 491, "elapsed": 10.258512526052073, "loss": 0.728400959057455, }
json_stats: {"epoch": 492, "elapsed": 10.227177681983449, "loss": 0.727205276840782, }
json_stats: {"epoch": 493, "elapsed": 9.830464315018617, "loss": 0.7229970954038377, }
json_stats: {"epoch": 494, "elapsed": 9.684887405019253, "loss": 0.7245358020087284, }
json_stats: {"epoch": 495, "elapsed": 10.061429772991687, "loss": 0.7194826317324252, }
json_stats: {"epoch": 496, "elapsed": 7.983878928003833, "loss": 0.719128346001405, }
json_stats: {"epoch": 497, "elapsed": 7.501458427053876, "loss": 0.7196056237309533, }
json_stats: {"epoch": 498, "elapsed": 7.521005732007325, "loss": 0.7180805544978478, }
json_stats: {"epoch": 399, "elapsed": 7.729105434962548, "loss": 0.8550641126075273, "sqnorm_min": 0.02039901393312208, "sqnorm_avg": 0.9762565040442688, "sqnorm_max": 0.9997910841435539, "mean_rank": 675.2187707093548, "map_rank": 0.1271223904581194, "best": true}
json_stats: {"epoch": 500, "elapsed": 10.100367465987802, "loss": 0.7142408344664787, }
json_stats: {"epoch": 501, "elapsed": 9.594049712992273, "loss": 0.7156615097269522, }
json_stats: {"epoch": 502, "elapsed": 10.029895346960984, "loss": 0.7113798747373795, }
json_stats: {"epoch": 503, "elapsed": 9.819511058041826, "loss": 0.7115317019436818, }
json_stats: {"epoch": 504, "elapsed": 10.037277883966453, "loss": 0.7078378726074607, }
json_stats: {"epoch": 505, "elapsed": 10.007319023017772, "loss": 0.7049251296380084, }
json_stats: {"epoch": 506, "elapsed": 10.142749635037035, "loss": 0.7044552043847492, }
json_stats: {"epoch": 507, "elapsed": 9.936711087008007, "loss": 0.706807703070305, }
json_stats: {"epoch": 508, "elapsed": 10.573860581032932, "loss": 0.6995207601156579, }
json_stats: {"epoch": 509, "elapsed": 9.57703336700797, "loss": 0.699886690831181, }
json_stats: {"epoch": 510, "elapsed": 9.690617235028185, "loss": 0.6985758866313198, }
json_stats: {"epoch": 511, "elapsed": 9.930841271067038, "loss": 0.6982184865716397, }
json_stats: {"epoch": 512, "elapsed": 10.244465427007526, "loss": 0.698112687406414, }
json_stats: {"epoch": 513, "elapsed": 9.926858475082554, "loss": 0.6953266972143357, }
json_stats: {"epoch": 514, "elapsed": 10.16053297102917, "loss": 0.6933352827345998, }
json_stats: {"epoch": 515, "elapsed": 9.826833078986965, "loss": 0.6923168842004487, }
json_stats: {"epoch": 516, "elapsed": 10.08238264801912, "loss": 0.6904216123863538, }
json_stats: {"epoch": 517, "elapsed": 10.051820395048708, "loss": 0.6911461684452693, }
json_stats: {"epoch": 518, "elapsed": 10.14108499197755, "loss": 0.6848223841834417, }
json_stats: {"epoch": 519, "elapsed": 10.03397644800134, "loss": 0.685253411107517, }
json_stats: {"epoch": 520, "elapsed": 9.974116684054025, "loss": 0.6857476894588588, }
json_stats: {"epoch": 521, "elapsed": 9.289879445917904, "loss": 0.6832809165482701, }
json_stats: {"epoch": 522, "elapsed": 10.112281520967372, "loss": 0.6796976522169517, }
json_stats: {"epoch": 523, "elapsed": 9.849875390063971, "loss": 0.6796754940783749, }
json_stats: {"epoch": 524, "elapsed": 9.629117875010706, "loss": 0.6791804739383999, }
json_stats: {"epoch": 525, "elapsed": 10.128015846014023, "loss": 0.6762328651843448, }
json_stats: {"epoch": 526, "elapsed": 9.815911712008528, "loss": 0.6753449262197824, }
json_stats: {"epoch": 527, "elapsed": 9.966433741035871, "loss": 0.6726227002372749, }
json_stats: {"epoch": 528, "elapsed": 10.007742424029857, "loss": 0.6714216447688506, }
json_stats: {"epoch": 529, "elapsed": 10.013258926104754, "loss": 0.6700871260826099, }
json_stats: {"epoch": 530, "elapsed": 9.994284505024552, "loss": 0.6690420713868301, }
json_stats: {"epoch": 531, "elapsed": 9.456080617033876, "loss": 0.6663596823462767, }
json_stats: {"epoch": 532, "elapsed": 9.989177041919902, "loss": 0.6664874015791173, }
json_stats: {"epoch": 533, "elapsed": 9.878200548933819, "loss": 0.6634489153577802, }
json_stats: {"epoch": 534, "elapsed": 10.388510792981833, "loss": 0.6638995382856843, }
json_stats: {"epoch": 535, "elapsed": 10.161039758007973, "loss": 0.6596093267637532, }
json_stats: {"epoch": 536, "elapsed": 9.829548993962817, "loss": 0.657687094397528, }
json_stats: {"epoch": 537, "elapsed": 10.174123547971249, "loss": 0.657973012121245, }
json_stats: {"epoch": 538, "elapsed": 10.292641131090932, "loss": 0.65405994332229, }
json_stats: {"epoch": 539, "elapsed": 9.756440289900638, "loss": 0.6553928052873224, }
json_stats: {"epoch": 540, "elapsed": 10.039029964013025, "loss": 0.6538721896967113, }
json_stats: {"epoch": 541, "elapsed": 10.145090267062187, "loss": 0.6499991443794985, }
json_stats: {"epoch": 542, "elapsed": 10.27579085889738, "loss": 0.649537388818384, }
json_stats: {"epoch": 543, "elapsed": 10.074498852947727, "loss": 0.6461022851022609, }
json_stats: {"epoch": 544, "elapsed": 10.285495671094395, "loss": 0.6478138480789952, }
json_stats: {"epoch": 545, "elapsed": 9.777450787951238, "loss": 0.6448455139662997, }
json_stats: {"epoch": 546, "elapsed": 9.97727324301377, "loss": 0.6444344836311588, }
json_stats: {"epoch": 547, "elapsed": 10.258185995044187, "loss": 0.6410761213792545, }
json_stats: {"epoch": 548, "elapsed": 9.945327379042283, "loss": 0.6401603520910818, }
json_stats: {"epoch": 549, "elapsed": 9.992762494948693, "loss": 0.6385004491799929, }
json_stats: {"epoch": 550, "elapsed": 9.956048113992438, "loss": 0.6387216050282345, }
json_stats: {"epoch": 551, "elapsed": 9.830559702008031, "loss": 0.6371196330714283, }
json_stats: {"epoch": 552, "elapsed": 9.58637306606397, "loss": 0.6341343688966341, }
json_stats: {"epoch": 553, "elapsed": 9.781682451022789, "loss": 0.6327177561660714, }
json_stats: {"epoch": 554, "elapsed": 9.899216562043875, "loss": 0.6288683867729584, }
json_stats: {"epoch": 555, "elapsed": 10.180814794031903, "loss": 0.6301472524883406, }
json_stats: {"epoch": 556, "elapsed": 9.658608756028116, "loss": 0.6309198643774486, }
json_stats: {"epoch": 557, "elapsed": 10.13102779199835, "loss": 0.6278904277462474, }
json_stats: {"epoch": 558, "elapsed": 10.441342439968139, "loss": 0.6265326881090575, }
json_stats: {"epoch": 559, "elapsed": 9.507667807978578, "loss": 0.6242250901817771, }
json_stats: {"epoch": 560, "elapsed": 10.43221027601976, "loss": 0.6238127034803426, }
json_stats: {"epoch": 561, "elapsed": 10.135253940010443, "loss": 0.6209605093580715, }
json_stats: {"epoch": 562, "elapsed": 10.185721494955942, "loss": 0.6163460054463609, }
json_stats: {"epoch": 563, "elapsed": 9.862138035008684, "loss": 0.6167757071374675, }
json_stats: {"epoch": 564, "elapsed": 10.10303214006126, "loss": 0.618945437555111, }
json_stats: {"epoch": 565, "elapsed": 9.171945386915468, "loss": 0.6129655327386758, }
json_stats: {"epoch": 566, "elapsed": 10.198665593983606, "loss": 0.6128065447714406, }
json_stats: {"epoch": 567, "elapsed": 9.871979956049472, "loss": 0.6132230781649123, }
json_stats: {"epoch": 568, "elapsed": 10.289517516968772, "loss": 0.607667163143013, }
json_stats: {"epoch": 569, "elapsed": 10.167749952990562, "loss": 0.6072933727476223, }
json_stats: {"epoch": 570, "elapsed": 9.930176849942654, "loss": 0.6093299329293312, }
json_stats: {"epoch": 571, "elapsed": 9.944602702977136, "loss": 0.6038126493452503, }
json_stats: {"epoch": 572, "elapsed": 10.273220555041917, "loss": 0.6037476985479342, }
json_stats: {"epoch": 573, "elapsed": 10.046381787047721, "loss": 0.6050524890956998, }
json_stats: {"epoch": 574, "elapsed": 9.99165481608361, "loss": 0.6026801732116516, }
json_stats: {"epoch": 575, "elapsed": 9.974160150974058, "loss": 0.5986941161316846, }
json_stats: {"epoch": 576, "elapsed": 9.943437218084, "loss": 0.5982198104353531, }
json_stats: {"epoch": 577, "elapsed": 10.124210167909041, "loss": 0.5960119684558692, }
json_stats: {"epoch": 578, "elapsed": 10.092515900032595, "loss": 0.5973758057173016, }
json_stats: {"epoch": 579, "elapsed": 10.06927096506115, "loss": 0.5935908946591261, }
json_stats: {"epoch": 580, "elapsed": 9.961808301974088, "loss": 0.5942016168261356, }
json_stats: {"epoch": 581, "elapsed": 10.106058622011915, "loss": 0.5901119874964579, }
json_stats: {"epoch": 582, "elapsed": 9.869729536003433, "loss": 0.5891992860775244, }
json_stats: {"epoch": 583, "elapsed": 9.794718466000631, "loss": 0.5871182590433033, }
json_stats: {"epoch": 584, "elapsed": 9.897293424000964, "loss": 0.5838736749070019, }
json_stats: {"epoch": 585, "elapsed": 9.890316933044232, "loss": 0.5845647766555155, }
json_stats: {"epoch": 586, "elapsed": 9.921950796036981, "loss": 0.5807148562965835, }
json_stats: {"epoch": 587, "elapsed": 9.978570042992942, "loss": 0.5809395813518474, }
json_stats: {"epoch": 588, "elapsed": 10.144992871908471, "loss": 0.5795173319242405, }
json_stats: {"epoch": 589, "elapsed": 9.760649803094566, "loss": 0.5775308563827558, }
json_stats: {"epoch": 590, "elapsed": 10.036470905994065, "loss": 0.5741496068513173, }
json_stats: {"epoch": 591, "elapsed": 9.882217617938295, "loss": 0.5741688620176381, }
json_stats: {"epoch": 592, "elapsed": 9.277420043945312, "loss": 0.5723642148080761, }
json_stats: {"epoch": 593, "elapsed": 10.133675127057359, "loss": 0.5726615359041194, }
json_stats: {"epoch": 594, "elapsed": 9.932614908087999, "loss": 0.572008878628131, }
json_stats: {"epoch": 595, "elapsed": 9.465048850048333, "loss": 0.5680253642444197, }
json_stats: {"epoch": 596, "elapsed": 9.036774851032533, "loss": 0.5680030330679898, }
json_stats: {"epoch": 597, "elapsed": 9.504447754006833, "loss": 0.5637566265786381, }
json_stats: {"epoch": 598, "elapsed": 7.416714144055732, "loss": 0.5633594070894392, }
json_stats: {"epoch": 499, "elapsed": 7.520381108974107, "loss": 0.7171945665685483, "sqnorm_min": 0.0823478193110603, "sqnorm_avg": 0.9893439269774806, "sqnorm_max": 0.9999159169299415, "mean_rank": 471.09936827102075, "map_rank": 0.13391215265998146, "best": true}
json_stats: {"epoch": 600, "elapsed": 9.58713263599202, "loss": 0.5615522832026106, }
json_stats: {"epoch": 601, "elapsed": 10.176781869027764, "loss": 0.5592347138162531, }
json_stats: {"epoch": 602, "elapsed": 9.741751287947409, "loss": 0.559834947683377, }
json_stats: {"epoch": 603, "elapsed": 9.81167994090356, "loss": 0.5561577709131689, }
json_stats: {"epoch": 604, "elapsed": 10.18683986691758, "loss": 0.5570649797941473, }
json_stats: {"epoch": 605, "elapsed": 9.792666911962442, "loss": 0.5552177750295187, }
json_stats: {"epoch": 606, "elapsed": 10.172057038987987, "loss": 0.5530564699942258, }
json_stats: {"epoch": 607, "elapsed": 10.14183703402523, "loss": 0.5529284023609607, }
json_stats: {"epoch": 608, "elapsed": 10.116048130090348, "loss": 0.5492783850894184, }
json_stats: {"epoch": 609, "elapsed": 10.081121542025357, "loss": 0.5489292313033036, }
json_stats: {"epoch": 610, "elapsed": 9.995336644002236, "loss": 0.5445290330705367, }
json_stats: {"epoch": 611, "elapsed": 9.278765277005732, "loss": 0.5491718239202423, }
json_stats: {"epoch": 612, "elapsed": 9.865751581033692, "loss": 0.5450868037136569, }
json_stats: {"epoch": 613, "elapsed": 10.2639125919668, "loss": 0.543219340152844, }
json_stats: {"epoch": 614, "elapsed": 10.55745237506926, "loss": 0.5404034923377921, }
json_stats: {"epoch": 615, "elapsed": 9.741406148066744, "loss": 0.5413650367107254, }
json_stats: {"epoch": 616, "elapsed": 10.047024101018906, "loss": 0.5360506602626207, }
json_stats: {"epoch": 617, "elapsed": 9.779112581978552, "loss": 0.537299298391752, }
json_stats: {"epoch": 618, "elapsed": 10.350536736077629, "loss": 0.5332642465014007, }
json_stats: {"epoch": 619, "elapsed": 9.800865289987996, "loss": 0.5366008908965288, }
json_stats: {"epoch": 620, "elapsed": 10.561368016060442, "loss": 0.5346298140386296, }
json_stats: {"epoch": 621, "elapsed": 9.812336476054043, "loss": 0.5347872447280219, }
json_stats: {"epoch": 622, "elapsed": 10.179995130049065, "loss": 0.533228042736948, }
json_stats: {"epoch": 623, "elapsed": 9.584293129038997, "loss": 0.5301926809368828, }
json_stats: {"epoch": 624, "elapsed": 9.496895073913038, "loss": 0.5266438491046749, }
json_stats: {"epoch": 625, "elapsed": 9.808895554975607, "loss": 0.5287003391954249, }
json_stats: {"epoch": 626, "elapsed": 9.871274582925253, "loss": 0.5253313763424584, }
json_stats: {"epoch": 627, "elapsed": 9.784640454920009, "loss": 0.5250504363236491, }
json_stats: {"epoch": 628, "elapsed": 9.418958888039924, "loss": 0.5213241229568015, }
json_stats: {"epoch": 629, "elapsed": 9.859296593000181, "loss": 0.5238467334057519, }
json_stats: {"epoch": 630, "elapsed": 9.924448688980192, "loss": 0.5190235251165826, }
json_stats: {"epoch": 631, "elapsed": 10.107109433040023, "loss": 0.5200996646510653, }
json_stats: {"epoch": 632, "elapsed": 9.998532249010168, "loss": 0.5150531204010328, }
json_stats: {"epoch": 633, "elapsed": 10.312871320988052, "loss": 0.5134213598997465, }
json_stats: {"epoch": 634, "elapsed": 10.19299130293075, "loss": 0.5166939991629953, }
json_stats: {"epoch": 635, "elapsed": 9.860511851031333, "loss": 0.5139086654194891, }
json_stats: {"epoch": 636, "elapsed": 10.124704321031459, "loss": 0.5163629062812437, }
json_stats: {"epoch": 637, "elapsed": 10.090508812922053, "loss": 0.5097371128415922, }
json_stats: {"epoch": 638, "elapsed": 10.06115150207188, "loss": 0.5060967554620013, }
json_stats: {"epoch": 639, "elapsed": 10.078718599048443, "loss": 0.5063906475412937, }
json_stats: {"epoch": 640, "elapsed": 9.947040481027216, "loss": 0.5048567545558188, }
json_stats: {"epoch": 641, "elapsed": 9.815245723933913, "loss": 0.5032977678193014, }
json_stats: {"epoch": 642, "elapsed": 10.088775360956788, "loss": 0.502624445110198, }
json_stats: {"epoch": 643, "elapsed": 10.109208618057892, "loss": 0.5030434353891371, }
json_stats: {"epoch": 644, "elapsed": 9.944331630016677, "loss": 0.5006390290998379, }
json_stats: {"epoch": 645, "elapsed": 10.192184649058618, "loss": 0.5004311747535388, }
json_stats: {"epoch": 646, "elapsed": 9.942184168030508, "loss": 0.5012129165051331, }
json_stats: {"epoch": 647, "elapsed": 9.93131725199055, "loss": 0.49661010096060837, }
json_stats: {"epoch": 648, "elapsed": 9.72137303208001, "loss": 0.4953550625858565, }
json_stats: {"epoch": 649, "elapsed": 10.30511708301492, "loss": 0.4946491837633469, }
json_stats: {"epoch": 650, "elapsed": 10.047464212984778, "loss": 0.49527740077283006, }
json_stats: {"epoch": 651, "elapsed": 9.915863890899345, "loss": 0.4941398006561681, }
json_stats: {"epoch": 652, "elapsed": 10.098578430945054, "loss": 0.4906984280594691, }
json_stats: {"epoch": 653, "elapsed": 10.333674784051254, "loss": 0.4889293150749971, }
json_stats: {"epoch": 654, "elapsed": 9.740776926046237, "loss": 0.48650227618079767, }
json_stats: {"epoch": 655, "elapsed": 10.232406406896189, "loss": 0.487146080988461, }
json_stats: {"epoch": 656, "elapsed": 10.016825763043016, "loss": 0.4847450796452871, }
json_stats: {"epoch": 657, "elapsed": 9.930732803069986, "loss": 0.485390174739946, }
json_stats: {"epoch": 658, "elapsed": 10.062400695984252, "loss": 0.48379701858295193, }
json_stats: {"epoch": 659, "elapsed": 9.589751988067292, "loss": 0.48084871069608515, }
json_stats: {"epoch": 660, "elapsed": 10.202362269978039, "loss": 0.4809226137645406, }
json_stats: {"epoch": 661, "elapsed": 9.159376225084998, "loss": 0.47902653146880436, }
json_stats: {"epoch": 662, "elapsed": 9.197411288041621, "loss": 0.4780330832898454, }
json_stats: {"epoch": 663, "elapsed": 9.855783410952426, "loss": 0.4740906729177771, }
json_stats: {"epoch": 664, "elapsed": 9.923421132029034, "loss": 0.4756624385699671, }
json_stats: {"epoch": 665, "elapsed": 9.833578327903524, "loss": 0.47219128182397013, }
json_stats: {"epoch": 666, "elapsed": 9.995097562088631, "loss": 0.4753043338474593, }
json_stats: {"epoch": 667, "elapsed": 9.525961737032048, "loss": 0.471325807755832, }
json_stats: {"epoch": 668, "elapsed": 9.226948968949728, "loss": 0.4687347906386759, }
json_stats: {"epoch": 669, "elapsed": 9.641733065946028, "loss": 0.468256491833368, }
json_stats: {"epoch": 670, "elapsed": 9.939686861005612, "loss": 0.4677480971674631, }
json_stats: {"epoch": 671, "elapsed": 10.043028388987295, "loss": 0.4640965610115325, }
json_stats: {"epoch": 672, "elapsed": 10.332849449012429, "loss": 0.46505288817113943, }
json_stats: {"epoch": 673, "elapsed": 9.943974468973465, "loss": 0.4654174867959784, }
json_stats: {"epoch": 674, "elapsed": 9.976898935972713, "loss": 0.4617373278039713, }
json_stats: {"epoch": 675, "elapsed": 9.977683707955293, "loss": 0.4635636015589214, }
json_stats: {"epoch": 676, "elapsed": 9.851535729016177, "loss": 0.460364922495628, }
json_stats: {"epoch": 677, "elapsed": 9.346245276043192, "loss": 0.4611883979030484, }
json_stats: {"epoch": 678, "elapsed": 10.01374524703715, "loss": 0.45704286641888947, }
json_stats: {"epoch": 679, "elapsed": 9.887336591957137, "loss": 0.45451789499870876, }
json_stats: {"epoch": 680, "elapsed": 9.713822020916268, "loss": 0.4564526790346577, }
json_stats: {"epoch": 681, "elapsed": 9.780228154966608, "loss": 0.4533413684717464, }
json_stats: {"epoch": 682, "elapsed": 10.466242290101945, "loss": 0.4516983875707872, }
json_stats: {"epoch": 683, "elapsed": 9.579298165044747, "loss": 0.4542818253381263, }
json_stats: {"epoch": 684, "elapsed": 10.086290457984433, "loss": 0.45044121192478637, }
json_stats: {"epoch": 685, "elapsed": 10.0963820629986, "loss": 0.4524776368776608, }
json_stats: {"epoch": 686, "elapsed": 10.175886946963146, "loss": 0.44813088100399584, }
json_stats: {"epoch": 687, "elapsed": 9.752353908028454, "loss": 0.4475955224914776, }
json_stats: {"epoch": 688, "elapsed": 9.787016325048171, "loss": 0.4454965092305532, }
json_stats: {"epoch": 689, "elapsed": 9.881670168950222, "loss": 0.4448780749156483, }
json_stats: {"epoch": 690, "elapsed": 9.869437579996884, "loss": 0.44550701727056324, }
json_stats: {"epoch": 691, "elapsed": 9.194028818048537, "loss": 0.4415268171102134, }
json_stats: {"epoch": 692, "elapsed": 9.57778606400825, "loss": 0.4433573344450413, }
json_stats: {"epoch": 693, "elapsed": 10.03383157798089, "loss": 0.4406600026550412, }
json_stats: {"epoch": 694, "elapsed": 9.596386619959958, "loss": 0.43566867419334654, }
json_stats: {"epoch": 695, "elapsed": 10.263286362984218, "loss": 0.43784448218593147, }
json_stats: {"epoch": 696, "elapsed": 9.908482120023109, "loss": 0.4372299514078911, }
json_stats: {"epoch": 697, "elapsed": 9.891292517073452, "loss": 0.43823896487662617, }
json_stats: {"epoch": 698, "elapsed": 9.912163572967984, "loss": 0.43279580058425365, }
json_stats: {"epoch": 700, "elapsed": 10.076636586105451, "loss": 0.4336391542535535, }
json_stats: {"epoch": 701, "elapsed": 9.881132059032097, "loss": 0.42811128696926676, }
json_stats: {"epoch": 702, "elapsed": 10.135986864916049, "loss": 0.4314471476588974, }
json_stats: {"epoch": 703, "elapsed": 9.977043545921333, "loss": 0.4305944778765159, }
json_stats: {"epoch": 704, "elapsed": 9.573399287997745, "loss": 0.43075684604135467, }
json_stats: {"epoch": 705, "elapsed": 10.209806678001769, "loss": 0.4247165378001895, }
json_stats: {"epoch": 706, "elapsed": 10.041618730989285, "loss": 0.42803722404662203, }
json_stats: {"epoch": 707, "elapsed": 9.990038678981364, "loss": 0.4236264173945352, }
json_stats: {"epoch": 708, "elapsed": 10.313841759925708, "loss": 0.42550975220195714, }
json_stats: {"epoch": 709, "elapsed": 10.056641396018676, "loss": 0.42078662685564594, }
json_stats: {"epoch": 710, "elapsed": 9.93514157505706, "loss": 0.4241292338379981, }
json_stats: {"epoch": 711, "elapsed": 9.610582705005072, "loss": 0.4220391910608879, }
json_stats: {"epoch": 712, "elapsed": 9.44164393900428, "loss": 0.41953990832558863, }
json_stats: {"epoch": 713, "elapsed": 10.076513380976394, "loss": 0.41598096546077945, }
json_stats: {"epoch": 714, "elapsed": 10.070389636908658, "loss": 0.4163148173948336, }
json_stats: {"epoch": 715, "elapsed": 9.979098440031521, "loss": 0.41648593673811485, }
json_stats: {"epoch": 716, "elapsed": 9.921228419058025, "loss": 0.41671308381942623, }
json_stats: {"epoch": 717, "elapsed": 10.03500173590146, "loss": 0.416088048999001, }
json_stats: {"epoch": 718, "elapsed": 10.053337805904448, "loss": 0.4155886169430885, }
json_stats: {"epoch": 719, "elapsed": 9.793698998983018, "loss": 0.4135935301446079, }
json_stats: {"epoch": 720, "elapsed": 9.746190951904282, "loss": 0.41401854671801064, }
json_stats: {"epoch": 721, "elapsed": 9.859932287945412, "loss": 0.4066438261437001, }
json_stats: {"epoch": 722, "elapsed": 9.816913302987814, "loss": 0.41028684547142336, }
json_stats: {"epoch": 723, "elapsed": 9.848568625980988, "loss": 0.40837327867016904, }
json_stats: {"epoch": 724, "elapsed": 9.974254293949343, "loss": 0.405136360411776, }
json_stats: {"epoch": 725, "elapsed": 9.911202471936122, "loss": 0.4073175594945296, }
json_stats: {"epoch": 726, "elapsed": 9.751079416950233, "loss": 0.40651320333312213, }
json_stats: {"epoch": 727, "elapsed": 10.19574381201528, "loss": 0.40312489387625633, }
json_stats: {"epoch": 728, "elapsed": 10.043294165050611, "loss": 0.40261958968878975, }
json_stats: {"epoch": 729, "elapsed": 10.156517107971013, "loss": 0.40330496865856913, }
json_stats: {"epoch": 730, "elapsed": 9.720774922054261, "loss": 0.4047132700007693, }
json_stats: {"epoch": 731, "elapsed": 10.062231665011495, "loss": 0.40112121680111895, }
json_stats: {"epoch": 732, "elapsed": 9.944198445999064, "loss": 0.3994196556109656, }
json_stats: {"epoch": 733, "elapsed": 9.981318695936352, "loss": 0.3989594277434975, }
json_stats: {"epoch": 734, "elapsed": 10.516475945012644, "loss": 0.39755001354728553, }
json_stats: {"epoch": 735, "elapsed": 9.995908844983205, "loss": 0.3963813925234384, }
json_stats: {"epoch": 736, "elapsed": 9.878146950970404, "loss": 0.3956263769796145, }
json_stats: {"epoch": 737, "elapsed": 10.080133476061746, "loss": 0.3953335885127138, }
json_stats: {"epoch": 738, "elapsed": 10.537600543000735, "loss": 0.3932005700423392, }
json_stats: {"epoch": 739, "elapsed": 10.046041388995945, "loss": 0.3945546158461611, }
json_stats: {"epoch": 740, "elapsed": 9.704249826958403, "loss": 0.392100920809256, }
json_stats: {"epoch": 741, "elapsed": 9.436986831016839, "loss": 0.39119462013686546, }
json_stats: {"epoch": 742, "elapsed": 9.912100741057657, "loss": 0.3905047398663533, }
json_stats: {"epoch": 743, "elapsed": 9.848434715997428, "loss": 0.38802324631778284, }
json_stats: {"epoch": 744, "elapsed": 9.788714941008948, "loss": 0.3842725817833237, }
json_stats: {"epoch": 745, "elapsed": 9.10592339397408, "loss": 0.3879217931205068, }
json_stats: {"epoch": 746, "elapsed": 9.988204497960396, "loss": 0.38754167839509024, }
json_stats: {"epoch": 747, "elapsed": 10.073660993948579, "loss": 0.3876427773798678, }
json_stats: {"epoch": 748, "elapsed": 10.108781614108011, "loss": 0.38391905308847885, }
json_stats: {"epoch": 749, "elapsed": 10.078880680957809, "loss": 0.3831573998291213, }
json_stats: {"epoch": 750, "elapsed": 9.642846483038738, "loss": 0.3817611999649476, }
json_stats: {"epoch": 751, "elapsed": 10.178513752995059, "loss": 0.3833019637040724, }
json_stats: {"epoch": 752, "elapsed": 9.863054921035655, "loss": 0.37844305363246533, }
json_stats: {"epoch": 753, "elapsed": 9.95190681098029, "loss": 0.3792265279295768, }
json_stats: {"epoch": 754, "elapsed": 9.58091159898322, "loss": 0.377186126344929, }
json_stats: {"epoch": 755, "elapsed": 10.341007149079815, "loss": 0.37528898518545584, }
json_stats: {"epoch": 756, "elapsed": 9.83447007695213, "loss": 0.37601412220463093, }
json_stats: {"epoch": 757, "elapsed": 9.889885081909597, "loss": 0.37444296531996574, }
json_stats: {"epoch": 758, "elapsed": 9.683399765985087, "loss": 0.3771937704203287, }
json_stats: {"epoch": 759, "elapsed": 9.953400754951872, "loss": 0.3753172427829209, }
json_stats: {"epoch": 760, "elapsed": 9.532399334944785, "loss": 0.3721788299162708, }
json_stats: {"epoch": 761, "elapsed": 10.084715259028599, "loss": 0.37376094179603275, }
json_stats: {"epoch": 762, "elapsed": 9.76106598903425, "loss": 0.37155543697555404, }
json_stats: {"epoch": 763, "elapsed": 9.793330423999578, "loss": 0.37279821226024723, }
json_stats: {"epoch": 764, "elapsed": 9.832496475079097, "loss": 0.3697008914013318, }
json_stats: {"epoch": 765, "elapsed": 9.853578835958615, "loss": 0.3698715716787216, }
json_stats: {"epoch": 766, "elapsed": 9.348987408098765, "loss": 0.369416355858976, }
json_stats: {"epoch": 767, "elapsed": 9.962485172087327, "loss": 0.3669224115567346, }
json_stats: {"epoch": 768, "elapsed": 10.068953914102167, "loss": 0.36795304499885395, }
json_stats: {"epoch": 769, "elapsed": 10.050213139038533, "loss": 0.36509043716852424, }
json_stats: {"epoch": 770, "elapsed": 10.436619800049812, "loss": 0.36594407586310085, }
json_stats: {"epoch": 771, "elapsed": 9.807523202965967, "loss": 0.36294440589345184, }
json_stats: {"epoch": 772, "elapsed": 10.363120105001144, "loss": 0.36367563673329134, }
json_stats: {"epoch": 773, "elapsed": 10.113799588987604, "loss": 0.3613787276088997, }
json_stats: {"epoch": 774, "elapsed": 10.029223523917608, "loss": 0.3605440911789153, }
json_stats: {"epoch": 775, "elapsed": 10.014738264027983, "loss": 0.3618105799049568, }
json_stats: {"epoch": 776, "elapsed": 9.995892370003276, "loss": 0.35871007830856855, }
json_stats: {"epoch": 777, "elapsed": 9.792615110985935, "loss": 0.3617433796418248, }
json_stats: {"epoch": 778, "elapsed": 9.860943592037074, "loss": 0.3564363442114364, }
json_stats: {"epoch": 779, "elapsed": 9.799415347981267, "loss": 0.35863366425447474, }
json_stats: {"epoch": 780, "elapsed": 10.180671870009974, "loss": 0.3567516637606362, }
json_stats: {"epoch": 781, "elapsed": 9.917176600079983, "loss": 0.3551054595368524, }
json_stats: {"epoch": 782, "elapsed": 10.16537631500978, "loss": 0.3550707354461928, }
json_stats: {"epoch": 783, "elapsed": 9.513415444991551, "loss": 0.3521304185334223, }
json_stats: {"epoch": 784, "elapsed": 10.10969557100907, "loss": 0.3522318368900849, }
json_stats: {"epoch": 785, "elapsed": 10.082482096040621, "loss": 0.35123587830404474, }
json_stats: {"epoch": 786, "elapsed": 9.760456424904987, "loss": 0.3525667756794179, }
json_stats: {"epoch": 787, "elapsed": 10.403702741954476, "loss": 0.3501127574948714, }
json_stats: {"epoch": 788, "elapsed": 9.986979287932627, "loss": 0.3502913416216303, }
json_stats: {"epoch": 789, "elapsed": 9.805065387976356, "loss": 0.3494351200063542, }
json_stats: {"epoch": 790, "elapsed": 9.665249665966257, "loss": 0.3477957564965069, }
json_stats: {"epoch": 791, "elapsed": 10.564517525024712, "loss": 0.3493034526092592, }
json_stats: {"epoch": 792, "elapsed": 10.217032526968978, "loss": 0.3467261303115952, }
json_stats: {"epoch": 793, "elapsed": 9.394484709948301, "loss": 0.3458367476931779, }
json_stats: {"epoch": 794, "elapsed": 9.974358193925582, "loss": 0.34428967291079027, }
json_stats: {"epoch": 795, "elapsed": 9.743484075996093, "loss": 0.34425881126673535, }
json_stats: {"epoch": 796, "elapsed": 9.904075318947434, "loss": 0.34298326825882924, }
json_stats: {"epoch": 797, "elapsed": 9.746004326967523, "loss": 0.34342800207552243, }
json_stats: {"epoch": 798, "elapsed": 9.915435224073008, "loss": 0.341094748687553, }
json_stats: {"epoch": 599, "elapsed": 7.499265664955601, "loss": 0.5647310368320543, "sqnorm_min": 0.05362657511965093, "sqnorm_avg": 0.9968584034031885, "sqnorm_max": 0.9999604921897177, "mean_rank": 307.6165901287768, "map_rank": 0.13603756358968294, "best": true}
json_stats: {"epoch": 699, "elapsed": 9.385524566052482, "loss": 0.43512867452612397, "sqnorm_min": 0.10113499366106889, "sqnorm_avg": 0.9989141033554363, "sqnorm_max": 0.9999813452129817, "mean_rank": 209.9924538857826, "map_rank": 0.13633414694615756, "best": true}
json_stats: {"epoch": 800, "elapsed": 10.337802256923169, "loss": 0.34128899115813177, }
json_stats: {"epoch": 801, "elapsed": 10.073244920000434, "loss": 0.3392512536507131, }
json_stats: {"epoch": 802, "elapsed": 9.273785735946149, "loss": 0.33746559511206087, }
json_stats: {"epoch": 803, "elapsed": 9.542935524019413, "loss": 0.3374962171553262, }
json_stats: {"epoch": 804, "elapsed": 10.253781827050261, "loss": 0.3380182461240597, }
json_stats: {"epoch": 805, "elapsed": 9.817205526982434, "loss": 0.33902521676996006, }
json_stats: {"epoch": 806, "elapsed": 9.660765610053204, "loss": 0.335452750966809, }
json_stats: {"epoch": 807, "elapsed": 10.197938061086461, "loss": 0.3328162086691461, }
json_stats: {"epoch": 808, "elapsed": 9.955393231008202, "loss": 0.3333219563895689, }
json_stats: {"epoch": 809, "elapsed": 10.170200538006611, "loss": 0.33314221865148236, }
json_stats: {"epoch": 810, "elapsed": 9.837704829056747, "loss": 0.3333249569480219, }
json_stats: {"epoch": 811, "elapsed": 10.260159638011828, "loss": 0.33314443237827285, }
json_stats: {"epoch": 812, "elapsed": 9.87366199993994, "loss": 0.3285142435951652, }
json_stats: {"epoch": 813, "elapsed": 10.040532176033594, "loss": 0.33056940142095176, }
json_stats: {"epoch": 814, "elapsed": 9.665352259064093, "loss": 0.3299700017198225, }
json_stats: {"epoch": 815, "elapsed": 10.408176388009451, "loss": 0.33029993444166045, }
json_stats: {"epoch": 816, "elapsed": 9.928089009015821, "loss": 0.3286089757754209, }
json_stats: {"epoch": 817, "elapsed": 9.802988628973253, "loss": 0.3243534106118445, }
json_stats: {"epoch": 818, "elapsed": 10.387425708933733, "loss": 0.3239834457959228, }
json_stats: {"epoch": 819, "elapsed": 10.16417857306078, "loss": 0.32374514997539877, }
json_stats: {"epoch": 820, "elapsed": 10.191818873980083, "loss": 0.3227020141227051, }
json_stats: {"epoch": 821, "elapsed": 9.956245544017293, "loss": 0.3258290573955508, }
json_stats: {"epoch": 822, "elapsed": 9.879156442941166, "loss": 0.3256100271458606, }
json_stats: {"epoch": 823, "elapsed": 9.815437910961919, "loss": 0.3243044416176059, }
json_stats: {"epoch": 824, "elapsed": 10.012169127934612, "loss": 0.3186931230937387, }
json_stats: {"epoch": 825, "elapsed": 9.577572978916578, "loss": 0.3234475759034134, }
json_stats: {"epoch": 826, "elapsed": 10.514459043974057, "loss": 0.3223623127436919, }
json_stats: {"epoch": 827, "elapsed": 10.067743583000265, "loss": 0.3197253340467138, }
json_stats: {"epoch": 828, "elapsed": 10.13165202201344, "loss": 0.32037676609960625, }
json_stats: {"epoch": 829, "elapsed": 9.855387386051007, "loss": 0.3208756218595137, }
json_stats: {"epoch": 830, "elapsed": 9.610985614010133, "loss": 0.31847483823020895, }
json_stats: {"epoch": 831, "elapsed": 9.756531542981975, "loss": 0.31819919074148056, }
json_stats: {"epoch": 832, "elapsed": 10.021956466021948, "loss": 0.3163189335770422, }
json_stats: {"epoch": 833, "elapsed": 9.771946083987132, "loss": 0.3176496511189482, }
json_stats: {"epoch": 834, "elapsed": 10.713640479021706, "loss": 0.31538094072839296, }
json_stats: {"epoch": 835, "elapsed": 10.219826792017557, "loss": 0.3120685602274452, }
json_stats: {"epoch": 836, "elapsed": 11.203392950003035, "loss": 0.31799979303143144, }
json_stats: {"epoch": 837, "elapsed": 11.27355569403153, "loss": 0.31224519299082365, }
json_stats: {"epoch": 838, "elapsed": 10.05995331297163, "loss": 0.31516531741050846, }
json_stats: {"epoch": 839, "elapsed": 10.14380810095463, "loss": 0.31436060557217543, }
json_stats: {"epoch": 840, "elapsed": 10.069459227030165, "loss": 0.31114319773176513, }
json_stats: {"epoch": 841, "elapsed": 10.256214199936949, "loss": 0.31148401985601587, }
json_stats: {"epoch": 842, "elapsed": 10.692802353063598, "loss": 0.3075098300619979, }
json_stats: {"epoch": 843, "elapsed": 11.041162853012793, "loss": 0.30990184956159883, }
json_stats: {"epoch": 844, "elapsed": 11.053949457011186, "loss": 0.31042786586950566, }
json_stats: {"epoch": 845, "elapsed": 10.713530894019641, "loss": 0.30875823305576355, }
json_stats: {"epoch": 846, "elapsed": 10.149384899996221, "loss": 0.3081805265836801, }
json_stats: {"epoch": 847, "elapsed": 10.879803157993592, "loss": 0.3059536184344113, }
json_stats: {"epoch": 848, "elapsed": 10.699358775978908, "loss": 0.3063601205925585, }
json_stats: {"epoch": 849, "elapsed": 10.438446567975916, "loss": 0.306774185409306, }
json_stats: {"epoch": 850, "elapsed": 10.935899670002982, "loss": 0.3043107978611718, }
json_stats: {"epoch": 851, "elapsed": 10.542882554000244, "loss": 0.30352270428051065, }
json_stats: {"epoch": 852, "elapsed": 10.93676651804708, "loss": 0.3045771157920127, }
json_stats: {"epoch": 853, "elapsed": 9.53017524909228, "loss": 0.30369959085223547, }
json_stats: {"epoch": 854, "elapsed": 10.605459982994944, "loss": 0.3030987931865923, }
json_stats: {"epoch": 855, "elapsed": 11.655317454016767, "loss": 0.3016578409303405, }
json_stats: {"epoch": 856, "elapsed": 10.49860864202492, "loss": 0.30273050192621803, }
json_stats: {"epoch": 857, "elapsed": 9.997754069045186, "loss": 0.2985975697616277, }
json_stats: {"epoch": 858, "elapsed": 10.70442460803315, "loss": 0.2978729756486493, }
json_stats: {"epoch": 859, "elapsed": 10.490628923056647, "loss": 0.2982913484405964, }
json_stats: {"epoch": 860, "elapsed": 10.090361155103892, "loss": 0.30131514355254974, }
json_stats: {"epoch": 861, "elapsed": 10.367556422017515, "loss": 0.2978186889105067, }
json_stats: {"epoch": 862, "elapsed": 10.21433054888621, "loss": 0.29652676229309244, }
json_stats: {"epoch": 863, "elapsed": 10.232599911978468, "loss": 0.2961955750754761, }
json_stats: {"epoch": 864, "elapsed": 10.568931522080675, "loss": 0.29661910085782245, }
json_stats: {"epoch": 865, "elapsed": 10.808842405909672, "loss": 0.2967837926502383, }
json_stats: {"epoch": 866, "elapsed": 10.309635038021952, "loss": 0.29305439743238515, }
json_stats: {"epoch": 867, "elapsed": 10.073159588966519, "loss": 0.29252531025890965, }
json_stats: {"epoch": 868, "elapsed": 10.523747840081342, "loss": 0.29556715621077784, }
json_stats: {"epoch": 869, "elapsed": 11.074213271960616, "loss": 0.2911485141092526, }
json_stats: {"epoch": 870, "elapsed": 11.127365753054619, "loss": 0.2942628553382696, }
json_stats: {"epoch": 871, "elapsed": 10.309738576994278, "loss": 0.29472496164351975, }
json_stats: {"epoch": 872, "elapsed": 10.530948778032325, "loss": 0.29096014105738666, }
json_stats: {"epoch": 873, "elapsed": 11.348313443013467, "loss": 0.2910041442083731, }
json_stats: {"epoch": 874, "elapsed": 9.484207141911611, "loss": 0.29294436722205636, }
json_stats: {"epoch": 875, "elapsed": 10.541056975023821, "loss": 0.29150804164811844, }
json_stats: {"epoch": 876, "elapsed": 12.239011638099328, "loss": 0.28848428763404854, }
json_stats: {"epoch": 877, "elapsed": 18.47419135295786, "loss": 0.29033693207393363, }
json_stats: {"epoch": 878, "elapsed": 17.192473071045242, "loss": 0.28797690860832553, }
json_stats: {"epoch": 879, "elapsed": 16.65302693808917, "loss": 0.2879300900008983, }
json_stats: {"epoch": 880, "elapsed": 16.623014386976138, "loss": 0.28563667911471247, }
json_stats: {"epoch": 881, "elapsed": 16.26177344401367, "loss": 0.2863255127650191, }
json_stats: {"epoch": 882, "elapsed": 17.07082169794012, "loss": 0.2860781836041211, }
json_stats: {"epoch": 883, "elapsed": 16.531071428908035, "loss": 0.2857387112957878, }
json_stats: {"epoch": 884, "elapsed": 16.544355010031722, "loss": 0.2799597514644429, }
json_stats: {"epoch": 885, "elapsed": 17.560380641021766, "loss": 0.28634705377137576, }
json_stats: {"epoch": 886, "elapsed": 20.32198722998146, "loss": 0.285416351233224, }
json_stats: {"epoch": 887, "elapsed": 15.706017569988035, "loss": 0.2809837410754675, }
json_stats: {"epoch": 888, "elapsed": 17.136372664943337, "loss": 0.28223133419215807, }
json_stats: {"epoch": 889, "elapsed": 15.77735887595918, "loss": 0.28048411709470716, }
json_stats: {"epoch": 890, "elapsed": 16.703857552958652, "loss": 0.2820833681692141, }
json_stats: {"epoch": 891, "elapsed": 15.716751637984999, "loss": 0.27806874832487416, }
json_stats: {"epoch": 892, "elapsed": 14.937000090023503, "loss": 0.2803919830557533, }
json_stats: {"epoch": 893, "elapsed": 15.441035015974194, "loss": 0.2816480128584065, }
json_stats: {"epoch": 894, "elapsed": 15.045896191964857, "loss": 0.27921081004295684, }
json_stats: {"epoch": 895, "elapsed": 16.54195276706014, "loss": 0.27923634621091875, }
json_stats: {"epoch": 896, "elapsed": 17.43767494999338, "loss": 0.2785042166895015, }
json_stats: {"epoch": 897, "elapsed": 17.127836165949702, "loss": 0.2785073537450473, }
json_stats: {"epoch": 898, "elapsed": 15.176153208012693, "loss": 0.27722510393502925, }
json_stats: {"epoch": 799, "elapsed": 9.515134460991248, "loss": 0.34067644558223387, "sqnorm_min": 0.0854420936297572, "sqnorm_avg": 0.9994742321156979, "sqnorm_max": 0.9999906531846742, "mean_rank": 154.19192306027233, "map_rank": 0.1376753829784591, "best": true}
json_stats: {"epoch": 900, "elapsed": 16.426686763064936, "loss": 0.2758275894128692, }
json_stats: {"epoch": 901, "elapsed": 18.732256073970348, "loss": 0.2773634530935372, }
json_stats: {"epoch": 902, "elapsed": 19.248325399006717, "loss": 0.2741070022307042, }
json_stats: {"epoch": 903, "elapsed": 20.662577438051812, "loss": 0.27489714072526295, }
json_stats: {"epoch": 904, "elapsed": 16.431756737991236, "loss": 0.27595013195137513, }
json_stats: {"epoch": 905, "elapsed": 18.28753361303825, "loss": 0.27329410011079913, }
json_stats: {"epoch": 906, "elapsed": 17.693756448919885, "loss": 0.2721475528741609, }
json_stats: {"epoch": 907, "elapsed": 16.22939474193845, "loss": 0.271075630512813, }
json_stats: {"epoch": 908, "elapsed": 16.572671017958783, "loss": 0.27416649407031113, }
json_stats: {"epoch": 909, "elapsed": 19.22224911500234, "loss": 0.27108463475242395, }
json_stats: {"epoch": 910, "elapsed": 17.346787275047973, "loss": 0.27079041027624473, }
json_stats: {"epoch": 911, "elapsed": 19.64303472591564, "loss": 0.26868176431279017, }
json_stats: {"epoch": 912, "elapsed": 16.814199747052044, "loss": 0.26796661754978557, }
json_stats: {"epoch": 913, "elapsed": 17.714993578963913, "loss": 0.2696716315164203, }
json_stats: {"epoch": 914, "elapsed": 15.946950476965867, "loss": 0.2710867076536823, }
json_stats: {"epoch": 915, "elapsed": 15.33780175098218, "loss": 0.26995616640585196, }
json_stats: {"epoch": 916, "elapsed": 18.476448985980824, "loss": 0.2694541902900537, }
json_stats: {"epoch": 917, "elapsed": 18.40156755899079, "loss": 0.26717121230872404, }
json_stats: {"epoch": 918, "elapsed": 20.694560414995067, "loss": 0.2687700918421265, }
json_stats: {"epoch": 919, "elapsed": 16.12007419404108, "loss": 0.2636228451633275, }
json_stats: {"epoch": 920, "elapsed": 17.280068139894865, "loss": 0.26386617723446504, }
json_stats: {"epoch": 921, "elapsed": 15.938887890079059, "loss": 0.26641864176345337, }
json_stats: {"epoch": 922, "elapsed": 19.938972926000133, "loss": 0.26395583382006893, }
json_stats: {"epoch": 923, "elapsed": 15.101149075082503, "loss": 0.26574740905955546, }
json_stats: {"epoch": 924, "elapsed": 16.046604688977823, "loss": 0.2635555953508843, }
json_stats: {"epoch": 925, "elapsed": 16.432234167004935, "loss": 0.2632946235123507, }
json_stats: {"epoch": 926, "elapsed": 17.903354950947687, "loss": 0.26426912035635836, }
json_stats: {"epoch": 927, "elapsed": 18.440406766021624, "loss": 0.26217728897603376, }
json_stats: {"epoch": 928, "elapsed": 17.30933346308302, "loss": 0.26040968452433966, }
json_stats: {"epoch": 929, "elapsed": 16.67996542691253, "loss": 0.2606337938224134, }
json_stats: {"epoch": 930, "elapsed": 17.505820365971886, "loss": 0.26110715689763864, }
json_stats: {"epoch": 931, "elapsed": 16.107338867965154, "loss": 0.2608176510009111, }
json_stats: {"epoch": 932, "elapsed": 16.548121238010935, "loss": 0.2600240888332697, }
json_stats: {"epoch": 933, "elapsed": 18.815815297071822, "loss": 0.25853701456367445, }
json_stats: {"epoch": 934, "elapsed": 17.690099595929496, "loss": 0.26025520083246334, }
json_stats: {"epoch": 935, "elapsed": 19.881226673023775, "loss": 0.25751661743364745, }
json_stats: {"epoch": 936, "elapsed": 15.729930554982275, "loss": 0.2578415079561502, }
json_stats: {"epoch": 937, "elapsed": 17.895498652011156, "loss": 0.25805244386978016, }
json_stats: {"epoch": 938, "elapsed": 19.877808137913235, "loss": 0.2570376584745804, }
json_stats: {"epoch": 939, "elapsed": 18.51435923599638, "loss": 0.2553274458910298, }
json_stats: {"epoch": 940, "elapsed": 16.50056337902788, "loss": 0.25819315319837366, }
json_stats: {"epoch": 941, "elapsed": 14.383573048980907, "loss": 0.25537120522998746, }
json_stats: {"epoch": 942, "elapsed": 19.165800046990626, "loss": 0.2542565616340787, }
json_stats: {"epoch": 943, "elapsed": 17.060898137046024, "loss": 0.2547827435005047, }
json_stats: {"epoch": 944, "elapsed": 16.151574310963042, "loss": 0.2528513353990716, }
json_stats: {"epoch": 945, "elapsed": 17.093801516923122, "loss": 0.2548475733432518, }
json_stats: {"epoch": 946, "elapsed": 18.495763904065825, "loss": 0.2519910746627055, }
json_stats: {"epoch": 947, "elapsed": 17.77510696090758, "loss": 0.25414329360276394, }
json_stats: {"epoch": 948, "elapsed": 18.386978291906416, "loss": 0.253437049654329, }
json_stats: {"epoch": 949, "elapsed": 18.414515063981526, "loss": 0.25123777044874446, }
json_stats: {"epoch": 950, "elapsed": 15.127339545986615, "loss": 0.2513695684719531, }
json_stats: {"epoch": 951, "elapsed": 18.185347957070917, "loss": 0.24987577066410796, }
json_stats: {"epoch": 952, "elapsed": 16.113988124998286, "loss": 0.24967072459158976, }
json_stats: {"epoch": 953, "elapsed": 20.108787523931824, "loss": 0.24983542360723762, }
json_stats: {"epoch": 954, "elapsed": 15.492929641972296, "loss": 0.25421553124261426, }
json_stats: {"epoch": 955, "elapsed": 19.24210257199593, "loss": 0.24941082242621257, }
json_stats: {"epoch": 956, "elapsed": 17.089821857982315, "loss": 0.24786773305888546, }
json_stats: {"epoch": 957, "elapsed": 14.381829554913566, "loss": 0.24807783417460552, }
json_stats: {"epoch": 958, "elapsed": 18.655456396052614, "loss": 0.24845793109626385, }
json_stats: {"epoch": 959, "elapsed": 18.92138870607596, "loss": 0.2473063442630627, }
json_stats: {"epoch": 960, "elapsed": 15.611503469990566, "loss": 0.24629598915089623, }
json_stats: {"epoch": 961, "elapsed": 15.164898070972413, "loss": 0.2465155834478471, }
json_stats: {"epoch": 962, "elapsed": 18.931421773973852, "loss": 0.2451725679729791, }
json_stats: {"epoch": 963, "elapsed": 14.57225267298054, "loss": 0.24393567417210588, }
json_stats: {"epoch": 964, "elapsed": 14.984346893965267, "loss": 0.24533151528745467, }
json_stats: {"epoch": 965, "elapsed": 15.158730585011654, "loss": 0.24631768937381301, }
json_stats: {"epoch": 966, "elapsed": 15.000718103023246, "loss": 0.2427283169752157, }
json_stats: {"epoch": 967, "elapsed": 15.6329143459443, "loss": 0.24357637741086757, }
json_stats: {"epoch": 968, "elapsed": 15.013338782940991, "loss": 0.24394087290189073, }
json_stats: {"epoch": 969, "elapsed": 15.400210467982106, "loss": 0.24228865806849625, }
json_stats: {"epoch": 970, "elapsed": 15.453166639083065, "loss": 0.2406156242105993, }
json_stats: {"epoch": 971, "elapsed": 14.585736406967044, "loss": 0.24478664592219473, }
json_stats: {"epoch": 972, "elapsed": 15.354166063014418, "loss": 0.23914826377357518, }
json_stats: {"epoch": 973, "elapsed": 14.806713312980719, "loss": 0.23847123576495846, }
json_stats: {"epoch": 974, "elapsed": 15.936813403037377, "loss": 0.2398325422937434, }
json_stats: {"epoch": 975, "elapsed": 14.75611050997395, "loss": 0.24101725609882477, }
json_stats: {"epoch": 976, "elapsed": 15.537216791999526, "loss": 0.23799650530129593, }
json_stats: {"epoch": 977, "elapsed": 17.272184488014318, "loss": 0.23862525452647818, }
json_stats: {"epoch": 978, "elapsed": 14.663908915943466, "loss": 0.2400417849463269, }
json_stats: {"epoch": 979, "elapsed": 14.965232276939787, "loss": 0.2407881486181152, }
json_stats: {"epoch": 980, "elapsed": 14.607604105956852, "loss": 0.23967212658578305, }
json_stats: {"epoch": 981, "elapsed": 16.769604219007306, "loss": 0.23972373625741247, }
json_stats: {"epoch": 982, "elapsed": 14.922942009055987, "loss": 0.23739479800336646, }
json_stats: {"epoch": 983, "elapsed": 14.9202864310937, "loss": 0.23652218772339206, }
json_stats: {"epoch": 984, "elapsed": 14.665186754078604, "loss": 0.23557237066016506, }
json_stats: {"epoch": 985, "elapsed": 14.871377584990114, "loss": 0.2356195283155818, }
json_stats: {"epoch": 986, "elapsed": 14.701431566965766, "loss": 0.23640103609863627, }
json_stats: {"epoch": 987, "elapsed": 14.752640173071995, "loss": 0.23601543736797617, }
json_stats: {"epoch": 988, "elapsed": 14.926586200948805, "loss": 0.23456566208200874, }
json_stats: {"epoch": 989, "elapsed": 14.729024247964844, "loss": 0.23475850232821796, }
json_stats: {"epoch": 990, "elapsed": 14.672111227060668, "loss": 0.23319781914043458, }
json_stats: {"epoch": 991, "elapsed": 15.716832036036067, "loss": 0.2341690654243933, }
json_stats: {"epoch": 992, "elapsed": 17.05342814908363, "loss": 0.233983474857443, }
json_stats: {"epoch": 993, "elapsed": 17.188200450967997, "loss": 0.23390913781946576, }
json_stats: {"epoch": 994, "elapsed": 17.416017959010787, "loss": 0.2309574956372792, }
json_stats: {"epoch": 995, "elapsed": 15.337530403048731, "loss": 0.23212881841272423, }
json_stats: {"epoch": 996, "elapsed": 15.271732106921263, "loss": 0.22963629234986527, }
json_stats: {"epoch": 997, "elapsed": 15.2271289100172, "loss": 0.23214625955152066, }
json_stats: {"epoch": 998, "elapsed": 15.246705312049016, "loss": 0.23201369769994837, }
json_stats: {"epoch": 899, "elapsed": 15.529082461027429, "loss": 0.27634187577121444, "sqnorm_min": 0.10465441671482208, "sqnorm_avg": 0.999685608514846, "sqnorm_max": 0.9999947238655917, "mean_rank": 119.59857736099131, "map_rank": 0.14147900284132725, "best": true}
json_stats: {"epoch": 1000, "elapsed": 16.259959233924747, "loss": 0.23135103355758055, }
json_stats: {"epoch": 1001, "elapsed": 16.570439007948153, "loss": 0.22947410959805944, }
json_stats: {"epoch": 1002, "elapsed": 16.156255743000656, "loss": 0.2291529174654876, }
json_stats: {"epoch": 1003, "elapsed": 17.207695158896968, "loss": 0.22793699181831042, }
json_stats: {"epoch": 1004, "elapsed": 14.788598140934482, "loss": 0.22800154537636141, }
json_stats: {"epoch": 1005, "elapsed": 16.217827955028042, "loss": 0.2300213543966162, }
json_stats: {"epoch": 1006, "elapsed": 13.987447533989325, "loss": 0.22935948862499894, }
json_stats: {"epoch": 1007, "elapsed": 15.195954481023364, "loss": 0.22870474053144227, }
json_stats: {"epoch": 1008, "elapsed": 16.515337423072197, "loss": 0.22814510154511372, }
json_stats: {"epoch": 1009, "elapsed": 17.139282679068856, "loss": 0.22894733647388196, }
json_stats: {"epoch": 1010, "elapsed": 15.483152842964046, "loss": 0.22822110579356256, }
json_stats: {"epoch": 1011, "elapsed": 18.055703075951897, "loss": 0.22424922531911923, }
json_stats: {"epoch": 1012, "elapsed": 15.752552286023274, "loss": 0.2257564396862089, }
json_stats: {"epoch": 1013, "elapsed": 15.883895321981981, "loss": 0.2276691764556899, }
json_stats: {"epoch": 1014, "elapsed": 16.51545993902255, "loss": 0.22530987070636485, }
json_stats: {"epoch": 1015, "elapsed": 17.2222814100096, "loss": 0.22344254003190686, }
json_stats: {"epoch": 1016, "elapsed": 14.358386117964983, "loss": 0.22601784569066086, }
json_stats: {"epoch": 1017, "elapsed": 14.304823151906021, "loss": 0.22537824306815837, }
json_stats: {"epoch": 1018, "elapsed": 16.35254899703432, "loss": 0.2237291634123861, }
json_stats: {"epoch": 1019, "elapsed": 15.705180027056485, "loss": 0.22377361099164203, }
json_stats: {"epoch": 1020, "elapsed": 17.67369167006109, "loss": 0.22595014663049034, }
json_stats: {"epoch": 1021, "elapsed": 15.987408261047676, "loss": 0.22276925428212824, }
json_stats: {"epoch": 1022, "elapsed": 15.632043120102026, "loss": 0.22136113428646415, }
json_stats: {"epoch": 1023, "elapsed": 16.143879937008023, "loss": 0.22076663143474803, }
json_stats: {"epoch": 1024, "elapsed": 16.207308726967312, "loss": 0.22417396437437792, }
json_stats: {"epoch": 1025, "elapsed": 17.344040586031042, "loss": 0.22191299461998534, }
json_stats: {"epoch": 1026, "elapsed": 17.252064480097033, "loss": 0.22094980568768724, }
json_stats: {"epoch": 1027, "elapsed": 18.9237705480773, "loss": 0.22193145752376178, }
json_stats: {"epoch": 1028, "elapsed": 17.33225677604787, "loss": 0.2223380523826152, }
json_stats: {"epoch": 1029, "elapsed": 16.135728448978625, "loss": 0.22027848039829648, }
json_stats: {"epoch": 1030, "elapsed": 14.573854382964782, "loss": 0.21792502994588991, }
json_stats: {"epoch": 1031, "elapsed": 14.714690874912776, "loss": 0.22193153304713278, }
json_stats: {"epoch": 1032, "elapsed": 16.23970030795317, "loss": 0.21742245677425986, }
json_stats: {"epoch": 1033, "elapsed": 17.57142800395377, "loss": 0.21711344340152047, }
json_stats: {"epoch": 1034, "elapsed": 17.0176087860018, "loss": 0.21771364569345308, }
json_stats: {"epoch": 1035, "elapsed": 17.29105613194406, "loss": 0.21991981448733644, }
json_stats: {"epoch": 1036, "elapsed": 14.999362780014053, "loss": 0.21639136883752488, }
json_stats: {"epoch": 1037, "elapsed": 17.731473990017548, "loss": 0.21706289277984178, }
json_stats: {"epoch": 1038, "elapsed": 18.17263719800394, "loss": 0.21719060859381872, }
json_stats: {"epoch": 1039, "elapsed": 16.7243943879148, "loss": 0.21564327089014967, }
json_stats: {"epoch": 1040, "elapsed": 15.870380837004632, "loss": 0.21513195220011058, }
json_stats: {"epoch": 1041, "elapsed": 17.60340865305625, "loss": 0.21506207496454555, }
json_stats: {"epoch": 1042, "elapsed": 17.66103492898401, "loss": 0.21471665146124627, }
json_stats: {"epoch": 1043, "elapsed": 16.231934347073548, "loss": 0.2175659122232853, }
json_stats: {"epoch": 1044, "elapsed": 14.661400458076969, "loss": 0.2147431699663929, }
json_stats: {"epoch": 1045, "elapsed": 16.336596481036395, "loss": 0.21404787478224313, }
json_stats: {"epoch": 1046, "elapsed": 13.719360908959061, "loss": 0.21384712636905226, }
json_stats: {"epoch": 1047, "elapsed": 17.003397642052732, "loss": 0.21253089213550186, }
json_stats: {"epoch": 1048, "elapsed": 15.791169894044288, "loss": 0.2126359157177995, }
json_stats: {"epoch": 1049, "elapsed": 18.717918714042753, "loss": 0.21529512849786736, }
json_stats: {"epoch": 1050, "elapsed": 17.45081669301726, "loss": 0.21247645992775258, }
json_stats: {"epoch": 1051, "elapsed": 19.651116410037503, "loss": 0.21272056908627263, }
json_stats: {"epoch": 1052, "elapsed": 17.220958670019172, "loss": 0.2113393467834089, }
json_stats: {"epoch": 1053, "elapsed": 13.734440828091465, "loss": 0.21015961137565795, }
json_stats: {"epoch": 1054, "elapsed": 18.455809348030016, "loss": 0.21064923202011232, }
json_stats: {"epoch": 1055, "elapsed": 18.33059325395152, "loss": 0.2114663567627188, }
json_stats: {"epoch": 1056, "elapsed": 14.453891912009567, "loss": 0.2124381384340731, }
json_stats: {"epoch": 1057, "elapsed": 17.3742764480412, "loss": 0.21038890805987975, }
json_stats: {"epoch": 1058, "elapsed": 18.30441417498514, "loss": 0.20946153073596627, }
json_stats: {"epoch": 1059, "elapsed": 18.23445166600868, "loss": 0.21129893856008505, }
json_stats: {"epoch": 1060, "elapsed": 18.061497597955167, "loss": 0.20829759352689592, }
json_stats: {"epoch": 1061, "elapsed": 16.051595199969597, "loss": 0.20992226280120377, }
json_stats: {"epoch": 1062, "elapsed": 15.05204593599774, "loss": 0.2080747476154321, }
json_stats: {"epoch": 1063, "elapsed": 22.77429727499839, "loss": 0.20698088710378956, }
json_stats: {"epoch": 1064, "elapsed": 17.344418914988637, "loss": 0.20488510431840126, }
json_stats: {"epoch": 1065, "elapsed": 18.630199215956964, "loss": 0.20855431369598634, }
json_stats: {"epoch": 1066, "elapsed": 16.37887585395947, "loss": 0.20745739215453837, }
json_stats: {"epoch": 1067, "elapsed": 16.70201200095471, "loss": 0.2082892564614245, }
json_stats: {"epoch": 1068, "elapsed": 17.045977897010744, "loss": 0.20773168173357928, }
json_stats: {"epoch": 1069, "elapsed": 17.34104817104526, "loss": 0.20743080287848645, }
json_stats: {"epoch": 1070, "elapsed": 17.369516748934984, "loss": 0.2030356175177636, }
json_stats: {"epoch": 1071, "elapsed": 18.999389883014373, "loss": 0.20551257482144356, }
json_stats: {"epoch": 1072, "elapsed": 17.80705571710132, "loss": 0.2066297794533108, }
json_stats: {"epoch": 1073, "elapsed": 18.008898705011234, "loss": 0.20468778646245048, }
json_stats: {"epoch": 1074, "elapsed": 14.712871252093464, "loss": 0.20411530445380352, }
json_stats: {"epoch": 1075, "elapsed": 14.984849225962535, "loss": 0.20597065591990174, }
json_stats: {"epoch": 1076, "elapsed": 16.967772603034973, "loss": 0.20398025477393705, }
json_stats: {"epoch": 1077, "elapsed": 15.539479639963247, "loss": 0.2022093159217392, }
json_stats: {"epoch": 1078, "elapsed": 15.35743888001889, "loss": 0.20490763265649897, }
json_stats: {"epoch": 1079, "elapsed": 15.753394343075342, "loss": 0.20306379110500383, }
json_stats: {"epoch": 1080, "elapsed": 15.895895248977467, "loss": 0.20296671071772376, }
json_stats: {"epoch": 1081, "elapsed": 15.530993359046988, "loss": 0.20200733648082392, }
json_stats: {"epoch": 1082, "elapsed": 15.654645566013642, "loss": 0.2017970999908312, }
json_stats: {"epoch": 1083, "elapsed": 17.164623106946237, "loss": 0.2036256808915244, }
json_stats: {"epoch": 1084, "elapsed": 17.56868199398741, "loss": 0.20388274593417813, }
json_stats: {"epoch": 1085, "elapsed": 15.254711575922556, "loss": 0.20159057048257276, }
json_stats: {"epoch": 1086, "elapsed": 15.317713787895627, "loss": 0.19929624245857377, }
json_stats: {"epoch": 1087, "elapsed": 15.576999319018796, "loss": 0.19992236470049493, }
json_stats: {"epoch": 1088, "elapsed": 15.094994732062332, "loss": 0.20211005143496139, }
json_stats: {"epoch": 1089, "elapsed": 16.354711885098368, "loss": 0.20103630028294242, }
json_stats: {"epoch": 1090, "elapsed": 16.906910981051624, "loss": 0.19927398191522808, }
json_stats: {"epoch": 1091, "elapsed": 14.962480280082673, "loss": 0.1977374526271986, }
json_stats: {"epoch": 1092, "elapsed": 15.718041062005796, "loss": 0.20104127679330622, }
json_stats: {"epoch": 1093, "elapsed": 16.104688297957182, "loss": 0.19833188307334249, }
json_stats: {"epoch": 1094, "elapsed": 15.990438814042136, "loss": 0.19863950945198597, }
json_stats: {"epoch": 1095, "elapsed": 15.320005904999562, "loss": 0.198422423932197, }
json_stats: {"epoch": 1096, "elapsed": 17.45941735501401, "loss": 0.1967673693046554, }
json_stats: {"epoch": 1097, "elapsed": 16.45405237900559, "loss": 0.19602270869507443, }
json_stats: {"epoch": 1098, "elapsed": 15.219082481926307, "loss": 0.1948191817866317, }
json_stats: {"epoch": 999, "elapsed": 15.130453021964058, "loss": 0.23010771768590593, "sqnorm_min": 0.13846290940152012, "sqnorm_avg": 0.9997846422437269, "sqnorm_max": 0.9999964462557255, "mean_rank": 97.22595383749547, "map_rank": 0.14710006987887483, "best": true}
json_stats: {"epoch": 1100, "elapsed": 17.23882233898621, "loss": 0.19661906245832447, }
json_stats: {"epoch": 1101, "elapsed": 19.248724592034705, "loss": 0.1977174390394962, }
json_stats: {"epoch": 1102, "elapsed": 17.244186634081416, "loss": 0.19627443406588171, }
json_stats: {"epoch": 1103, "elapsed": 18.296755392919295, "loss": 0.19695297362224565, }
json_stats: {"epoch": 1104, "elapsed": 18.79704448499251, "loss": 0.19309156370011774, }
json_stats: {"epoch": 1105, "elapsed": 19.356018448015675, "loss": 0.1942240282250673, }
json_stats: {"epoch": 1106, "elapsed": 20.617048450978473, "loss": 0.19769475751962726, }
json_stats: {"epoch": 1107, "elapsed": 14.799353973940015, "loss": 0.1945544460124852, }
json_stats: {"epoch": 1108, "elapsed": 17.866403789026663, "loss": 0.19452416949106588, }
json_stats: {"epoch": 1109, "elapsed": 16.424221314955503, "loss": 0.19390834472987395, }
json_stats: {"epoch": 1110, "elapsed": 18.367873048991896, "loss": 0.19217717586787836, }
json_stats: {"epoch": 1111, "elapsed": 18.52453350601718, "loss": 0.19266312656037377, }
json_stats: {"epoch": 1112, "elapsed": 17.080862160073593, "loss": 0.19523998234015155, }
json_stats: {"epoch": 1113, "elapsed": 14.098901262041181, "loss": 0.19434632105832808, }
json_stats: {"epoch": 1114, "elapsed": 16.52244572993368, "loss": 0.19220820534551908, }
json_stats: {"epoch": 1115, "elapsed": 18.177801129058935, "loss": 0.19125716576165763, }
json_stats: {"epoch": 1116, "elapsed": 13.324616133002564, "loss": 0.19396061227591666, }
json_stats: {"epoch": 1117, "elapsed": 14.95788706408348, "loss": 0.1951103362423857, }
json_stats: {"epoch": 1118, "elapsed": 16.06524917506613, "loss": 0.19190441352726773, }
json_stats: {"epoch": 1119, "elapsed": 14.43876855506096, "loss": 0.1924917730767632, }
json_stats: {"epoch": 1120, "elapsed": 15.365423035924323, "loss": 0.18981930037071956, }
json_stats: {"epoch": 1121, "elapsed": 15.357928085024469, "loss": 0.19271138827744225, }
json_stats: {"epoch": 1122, "elapsed": 16.80403346393723, "loss": 0.18974914100568147, }
json_stats: {"epoch": 1123, "elapsed": 15.320207852055319, "loss": 0.18901730994146707, }
json_stats: {"epoch": 1124, "elapsed": 17.008536980021745, "loss": 0.18902076640938226, }
json_stats: {"epoch": 1125, "elapsed": 17.5518600899959, "loss": 0.19027169063826482, }
json_stats: {"epoch": 1126, "elapsed": 19.37593011802528, "loss": 0.18992847435875462, }
json_stats: {"epoch": 1127, "elapsed": 15.552877611014992, "loss": 0.18738178022530563, }
json_stats: {"epoch": 1128, "elapsed": 18.595200690906495, "loss": 0.18927442600439803, }
json_stats: {"epoch": 1129, "elapsed": 19.049943279940635, "loss": 0.18922976321998225, }
json_stats: {"epoch": 1130, "elapsed": 18.63602554006502, "loss": 0.19170491849155694, }
json_stats: {"epoch": 1131, "elapsed": 19.61077306198422, "loss": 0.18934267691087645, }
json_stats: {"epoch": 1132, "elapsed": 18.42035157396458, "loss": 0.18773905582289527, }
json_stats: {"epoch": 1133, "elapsed": 18.154406218905933, "loss": 0.1858349378993842, }
json_stats: {"epoch": 1134, "elapsed": 18.88972224306781, "loss": 0.18774728350142605, }
json_stats: {"epoch": 1135, "elapsed": 15.521675063995644, "loss": 0.18724338401974516, }
json_stats: {"epoch": 1136, "elapsed": 18.22504777996801, "loss": 0.18640790028658746, }
json_stats: {"epoch": 1137, "elapsed": 14.360632727039047, "loss": 0.18405324962931155, }
json_stats: {"epoch": 1138, "elapsed": 17.747908554971218, "loss": 0.1852560411802261, }
json_stats: {"epoch": 1139, "elapsed": 18.025888863019645, "loss": 0.18629249213461072, }
json_stats: {"epoch": 1140, "elapsed": 15.032942753052339, "loss": 0.1848534474342554, }
json_stats: {"epoch": 1141, "elapsed": 17.519298086990602, "loss": 0.18651956894340155, }
json_stats: {"epoch": 1142, "elapsed": 14.71918898401782, "loss": 0.18563511673977448, }
json_stats: {"epoch": 1143, "elapsed": 18.39499308099039, "loss": 0.18297164091111834, }
json_stats: {"epoch": 1144, "elapsed": 15.185357509064488, "loss": 0.18396401088579148, }
json_stats: {"epoch": 1145, "elapsed": 16.86565208202228, "loss": 0.1834743454906342, }
json_stats: {"epoch": 1146, "elapsed": 16.528800185071304, "loss": 0.18075457255518843, }
json_stats: {"epoch": 1147, "elapsed": 18.06699424504768, "loss": 0.18217297011703562, }
json_stats: {"epoch": 1148, "elapsed": 16.390793682890944, "loss": 0.18221548961106815, }
json_stats: {"epoch": 1149, "elapsed": 14.639174757990986, "loss": 0.18360202511103074, }
json_stats: {"epoch": 1150, "elapsed": 15.41908959695138, "loss": 0.18113379777923497, }
json_stats: {"epoch": 1151, "elapsed": 18.929274310008623, "loss": 0.1831921758020103, }
json_stats: {"epoch": 1152, "elapsed": 16.917158939992078, "loss": 0.18580346469251086, }
json_stats: {"epoch": 1153, "elapsed": 18.39720570598729, "loss": 0.1843149098318339, }
json_stats: {"epoch": 1154, "elapsed": 15.529249619925395, "loss": 0.18132411169113, }
json_stats: {"epoch": 1155, "elapsed": 19.669846132048406, "loss": 0.1832552029976138, }
json_stats: {"epoch": 1156, "elapsed": 18.84932385000866, "loss": 0.18040584097117568, }
json_stats: {"epoch": 1157, "elapsed": 17.100749093922786, "loss": 0.18200332925377866, }
json_stats: {"epoch": 1158, "elapsed": 15.42417752102483, "loss": 0.18003811013795867, }
json_stats: {"epoch": 1159, "elapsed": 13.574561433983035, "loss": 0.17847096890602698, }
json_stats: {"epoch": 1160, "elapsed": 14.668242715066299, "loss": 0.18152166461461117, }
json_stats: {"epoch": 1161, "elapsed": 13.916409236029722, "loss": 0.18049927274667718, }
json_stats: {"epoch": 1162, "elapsed": 15.013391098938882, "loss": 0.18203461263310627, }
json_stats: {"epoch": 1163, "elapsed": 15.069723222986795, "loss": 0.17996229138887007, }
json_stats: {"epoch": 1164, "elapsed": 13.255979288951494, "loss": 0.17956478116996163, }
json_stats: {"epoch": 1165, "elapsed": 13.128046820056625, "loss": 0.17815256638660196, }
json_stats: {"epoch": 1166, "elapsed": 18.994349106913432, "loss": 0.17999588982154507, }
json_stats: {"epoch": 1167, "elapsed": 16.34416808502283, "loss": 0.17951861675106312, }
json_stats: {"epoch": 1168, "elapsed": 15.16152187390253, "loss": 0.18003076632174364, }
json_stats: {"epoch": 1169, "elapsed": 15.694760472979397, "loss": 0.17984292649424014, }
json_stats: {"epoch": 1170, "elapsed": 19.85314500599634, "loss": 0.177147362489516, }
json_stats: {"epoch": 1171, "elapsed": 15.098552571958862, "loss": 0.17633021128784881, }
json_stats: {"epoch": 1172, "elapsed": 15.443828633986413, "loss": 0.178900983689434, }
json_stats: {"epoch": 1173, "elapsed": 18.415740967961028, "loss": 0.1777995981720128, }
json_stats: {"epoch": 1174, "elapsed": 16.020206328015774, "loss": 0.17570584021504773, }
json_stats: {"epoch": 1175, "elapsed": 16.496992480009794, "loss": 0.17591711432643675, }
json_stats: {"epoch": 1176, "elapsed": 14.917035518097691, "loss": 0.17478934017206055, }
json_stats: {"epoch": 1177, "elapsed": 17.82332398102153, "loss": 0.1735470299809732, }
json_stats: {"epoch": 1178, "elapsed": 19.859303592005745, "loss": 0.17607575878861956, }
json_stats: {"epoch": 1179, "elapsed": 16.751384163973853, "loss": 0.17601415529792205, }
json_stats: {"epoch": 1180, "elapsed": 15.892227582982741, "loss": 0.17665993844562725, }
json_stats: {"epoch": 1181, "elapsed": 15.30606487498153, "loss": 0.17410828600268202, }
json_stats: {"epoch": 1182, "elapsed": 15.837600652012043, "loss": 0.17554919602479024, }
json_stats: {"epoch": 1183, "elapsed": 20.027960772975348, "loss": 0.1750404936538695, }
json_stats: {"epoch": 1184, "elapsed": 19.028672968037426, "loss": 0.17590987047547688, }
json_stats: {"epoch": 1185, "elapsed": 15.450735897989944, "loss": 0.17541135800722357, }
json_stats: {"epoch": 1186, "elapsed": 15.428363516926765, "loss": 0.17598212532778748, }
json_stats: {"epoch": 1187, "elapsed": 14.656211807043292, "loss": 0.17459053538407848, }
json_stats: {"epoch": 1188, "elapsed": 15.917174836038612, "loss": 0.1755392238244584, }
json_stats: {"epoch": 1189, "elapsed": 18.16922685294412, "loss": 0.17487170806015095, }
json_stats: {"epoch": 1190, "elapsed": 16.21230089699384, "loss": 0.17280257300934537, }
json_stats: {"epoch": 1191, "elapsed": 15.20292640302796, "loss": 0.1716395874633334, }
json_stats: {"epoch": 1192, "elapsed": 15.706481085973792, "loss": 0.17174811732609968, }
json_stats: {"epoch": 1193, "elapsed": 15.87519229191821, "loss": 0.17369416565168597, }
json_stats: {"epoch": 1194, "elapsed": 16.241580158937722, "loss": 0.17385602744335998, }
json_stats: {"epoch": 1195, "elapsed": 18.197472625994124, "loss": 0.17205286348819465, }
json_stats: {"epoch": 1196, "elapsed": 18.646346261026338, "loss": 0.17327012306592168, }
json_stats: {"epoch": 1197, "elapsed": 14.734873304958455, "loss": 0.17301723661439114, }
json_stats: {"epoch": 1198, "elapsed": 17.431735878926702, "loss": 0.17246453567025793, }
json_stats: {"epoch": 1099, "elapsed": 15.431426962953992, "loss": 0.19502074223354093, "sqnorm_min": 0.12741656101024706, "sqnorm_avg": 0.9998363199689084, "sqnorm_max": 0.9999977608083179, "mean_rank": 81.54237113161741, "map_rank": 0.15465911993715603, "best": true}
json_stats: {"epoch": 1200, "elapsed": 17.065574049949646, "loss": 0.17028284787506434, }
json_stats: {"epoch": 1201, "elapsed": 20.196307022939436, "loss": 0.1716789832867257, }
json_stats: {"epoch": 1202, "elapsed": 19.822671336005442, "loss": 0.17314248391367693, }
json_stats: {"epoch": 1203, "elapsed": 17.13756902492605, "loss": 0.17082065465910054, }
json_stats: {"epoch": 1204, "elapsed": 18.92126117204316, "loss": 0.1690330288039055, }
json_stats: {"epoch": 1205, "elapsed": 15.715239171986468, "loss": 0.1704320836953552, }
json_stats: {"epoch": 1206, "elapsed": 16.68575443595182, "loss": 0.16976581078029354, }
json_stats: {"epoch": 1207, "elapsed": 20.761847455985844, "loss": 0.17146946581086756, }
json_stats: {"epoch": 1208, "elapsed": 18.230622782954015, "loss": 0.17027039072688196, }
json_stats: {"epoch": 1209, "elapsed": 17.958442814997397, "loss": 0.1657250241421308, }
json_stats: {"epoch": 1210, "elapsed": 17.698562261997722, "loss": 0.17000567484641194, }
json_stats: {"epoch": 1211, "elapsed": 17.128614975023083, "loss": 0.1683326161160893, }
json_stats: {"epoch": 1212, "elapsed": 17.47324598697014, "loss": 0.16842553462881452, }
json_stats: {"epoch": 1213, "elapsed": 18.104891891009174, "loss": 0.16718338551509587, }
json_stats: {"epoch": 1214, "elapsed": 16.17085864301771, "loss": 0.169805133183032, }
json_stats: {"epoch": 1215, "elapsed": 17.934285180992447, "loss": 0.16838851289382267, }
json_stats: {"epoch": 1216, "elapsed": 16.666268132044934, "loss": 0.16753262430625215, }
json_stats: {"epoch": 1217, "elapsed": 18.423779933014885, "loss": 0.1670565267843105, }
json_stats: {"epoch": 1218, "elapsed": 18.06599690602161, "loss": 0.1666014247767262, }
json_stats: {"epoch": 1219, "elapsed": 19.982882665935904, "loss": 0.16979966736163088, }
json_stats: {"epoch": 1220, "elapsed": 19.65711555001326, "loss": 0.16641556277646663, }
json_stats: {"epoch": 1221, "elapsed": 19.571912080049515, "loss": 0.1676822233799497, }
json_stats: {"epoch": 1222, "elapsed": 20.2256790290121, "loss": 0.16516323878021189, }
json_stats: {"epoch": 1223, "elapsed": 18.345574053004384, "loss": 0.1667014418906025, }
json_stats: {"epoch": 1224, "elapsed": 14.919873652979732, "loss": 0.1668276058931865, }
json_stats: {"epoch": 1225, "elapsed": 17.81282808294054, "loss": 0.1673779029151341, }
json_stats: {"epoch": 1226, "elapsed": 19.00428055797238, "loss": 0.16545085843890997, }
json_stats: {"epoch": 1227, "elapsed": 18.280634330934845, "loss": 0.167813225545687, }
json_stats: {"epoch": 1228, "elapsed": 15.848467395990156, "loss": 0.16635072447930943, }
json_stats: {"epoch": 1229, "elapsed": 15.46888239402324, "loss": 0.1659261968452891, }
json_stats: {"epoch": 1230, "elapsed": 19.053881873958744, "loss": 0.16419858180935054, }
json_stats: {"epoch": 1231, "elapsed": 20.677829365013167, "loss": 0.16490599999165093, }
json_stats: {"epoch": 1232, "elapsed": 20.70476365403738, "loss": 0.16390210110645528, }
json_stats: {"epoch": 1233, "elapsed": 18.132510662078857, "loss": 0.16570572817391194, }
json_stats: {"epoch": 1234, "elapsed": 14.24563494301401, "loss": 0.16474116560191643, }
json_stats: {"epoch": 1235, "elapsed": 13.494030801928602, "loss": 0.16417546366237298, }
json_stats: {"epoch": 1236, "elapsed": 17.189561059931293, "loss": 0.1628252903823993, }
json_stats: {"epoch": 1237, "elapsed": 16.34623856295366, "loss": 0.16354647327250668, }
json_stats: {"epoch": 1238, "elapsed": 15.63341202493757, "loss": 0.1630107903370822, }
json_stats: {"epoch": 1239, "elapsed": 15.360624180990271, "loss": 0.16305365438660116, }
json_stats: {"epoch": 1240, "elapsed": 15.32232479006052, "loss": 0.1620313026484299, }
json_stats: {"epoch": 1241, "elapsed": 15.580517404014245, "loss": 0.16216911864246336, }
json_stats: {"epoch": 1242, "elapsed": 15.870473332935944, "loss": 0.16107996396762198, }
json_stats: {"epoch": 1243, "elapsed": 13.026582628954202, "loss": 0.16327338650418532, }
json_stats: {"epoch": 1244, "elapsed": 16.936950634932145, "loss": 0.16055652504732937, }
json_stats: {"epoch": 1245, "elapsed": 15.683377151959576, "loss": 0.15987457444999248, }
json_stats: {"epoch": 1246, "elapsed": 18.01464895508252, "loss": 0.16136399148675185, }
json_stats: {"epoch": 1247, "elapsed": 16.744704395066947, "loss": 0.16245882469103948, }
json_stats: {"epoch": 1248, "elapsed": 17.010061083943583, "loss": 0.16148648775477883, }
json_stats: {"epoch": 1249, "elapsed": 18.134321225923486, "loss": 0.16033196290928617, }
json_stats: {"epoch": 1250, "elapsed": 16.99036250205245, "loss": 0.15949771837968182, }
json_stats: {"epoch": 1251, "elapsed": 18.999467004905455, "loss": 0.16216146443045734, }
json_stats: {"epoch": 1252, "elapsed": 18.714346521999687, "loss": 0.16068888608184803, }
json_stats: {"epoch": 1253, "elapsed": 16.395652893930674, "loss": 0.16125076130279614, }
json_stats: {"epoch": 1254, "elapsed": 14.61678618809674, "loss": 0.1605212224482537, }
json_stats: {"epoch": 1255, "elapsed": 20.118230183958076, "loss": 0.1633981429589001, }
json_stats: {"epoch": 1256, "elapsed": 17.663980408920906, "loss": 0.16164188636178425, }
json_stats: {"epoch": 1257, "elapsed": 15.391559879062697, "loss": 0.15760643054277707, }
json_stats: {"epoch": 1258, "elapsed": 17.419934103032574, "loss": 0.15902772960365924, }
json_stats: {"epoch": 1259, "elapsed": 13.824674351024441, "loss": 0.16069104653615662, }
json_stats: {"epoch": 1260, "elapsed": 17.50441088306252, "loss": 0.1584455189816664, }
json_stats: {"epoch": 1261, "elapsed": 14.477728236000985, "loss": 0.15900275336752168, }
json_stats: {"epoch": 1262, "elapsed": 16.568593973992392, "loss": 0.1585642105399126, }
json_stats: {"epoch": 1263, "elapsed": 16.537436233018525, "loss": 0.1572243492750782, }
json_stats: {"epoch": 1264, "elapsed": 16.555779291084036, "loss": 0.15797418656914894, }
json_stats: {"epoch": 1265, "elapsed": 16.277040855027735, "loss": 0.160129786260794, }
json_stats: {"epoch": 1266, "elapsed": 17.09433634195011, "loss": 0.15744696058709964, }
json_stats: {"epoch": 1267, "elapsed": 15.900541614973918, "loss": 0.15841648634288988, }
json_stats: {"epoch": 1268, "elapsed": 16.927179295918904, "loss": 0.1568858213477926, }
json_stats: {"epoch": 1269, "elapsed": 16.150052429991774, "loss": 0.15717270263182984, }
json_stats: {"epoch": 1270, "elapsed": 15.75311505200807, "loss": 0.15645736223204393, }
json_stats: {"epoch": 1271, "elapsed": 16.060799886006862, "loss": 0.15684708588386684, }
json_stats: {"epoch": 1272, "elapsed": 16.12752200907562, "loss": 0.15682113103407005, }
json_stats: {"epoch": 1273, "elapsed": 15.785348661011085, "loss": 0.15611664887090115, }
json_stats: {"epoch": 1274, "elapsed": 16.01258381397929, "loss": 0.1566363607121186, }
json_stats: {"epoch": 1275, "elapsed": 16.22716499690432, "loss": 0.15558884760415634, }
json_stats: {"epoch": 1276, "elapsed": 16.55710396298673, "loss": 0.15498357994097112, }
json_stats: {"epoch": 1277, "elapsed": 16.042024947004393, "loss": 0.1561868024788015, }
json_stats: {"epoch": 1278, "elapsed": 15.819399468018673, "loss": 0.15561442557095453, }
json_stats: {"epoch": 1279, "elapsed": 15.653677718015388, "loss": 0.1561876099082328, }
json_stats: {"epoch": 1280, "elapsed": 16.101760707097128, "loss": 0.15506741087554982, }
json_stats: {"epoch": 1281, "elapsed": 16.498198876040988, "loss": 0.15358013679414276, }
json_stats: {"epoch": 1282, "elapsed": 15.51755047403276, "loss": 0.15577086669240464, }
json_stats: {"epoch": 1283, "elapsed": 18.209788257954642, "loss": 0.15796590780671857, }
json_stats: {"epoch": 1284, "elapsed": 15.9742061549332, "loss": 0.1539343056752798, }
json_stats: {"epoch": 1285, "elapsed": 16.407113746972755, "loss": 0.15344894245788188, }
json_stats: {"epoch": 1286, "elapsed": 17.04427516798023, "loss": 0.15479594623671508, }
json_stats: {"epoch": 1287, "elapsed": 16.034860567073338, "loss": 0.1528821992797251, }
json_stats: {"epoch": 1288, "elapsed": 16.089672505971976, "loss": 0.1537153178167147, }
json_stats: {"epoch": 1289, "elapsed": 16.61040874698665, "loss": 0.15303631759840133, }
json_stats: {"epoch": 1290, "elapsed": 16.68895522505045, "loss": 0.1515686269380507, }
json_stats: {"epoch": 1291, "elapsed": 17.310854448005557, "loss": 0.15485866049397667, }
json_stats: {"epoch": 1292, "elapsed": 16.567251797998324, "loss": 0.15292144685830408, }
json_stats: {"epoch": 1293, "elapsed": 16.272657070076093, "loss": 0.1549325579172927, }
json_stats: {"epoch": 1294, "elapsed": 16.668365186080337, "loss": 0.15302948539103142, }
json_stats: {"epoch": 1295, "elapsed": 16.845497175934725, "loss": 0.15134163029340897, }
json_stats: {"epoch": 1296, "elapsed": 16.271134931012057, "loss": 0.15357857999389343, }
json_stats: {"epoch": 1297, "elapsed": 16.861166912014596, "loss": 0.155087867863243, }
json_stats: {"epoch": 1298, "elapsed": 16.409865783993155, "loss": 0.15256509000523363, }
json_stats: {"epoch": 1199, "elapsed": 14.959273383021355, "loss": 0.1706019544743438, "sqnorm_min": 0.11571971683250094, "sqnorm_avg": 0.9998665371583804, "sqnorm_max": 0.9999984349794295, "mean_rank": 70.09940490264314, "map_rank": 0.1634455045239093, "best": true}
json_stats: {"epoch": 1300, "elapsed": 16.33231349196285, "loss": 0.15172382806562057, }
json_stats: {"epoch": 1301, "elapsed": 16.265656053088605, "loss": 0.15247630418844257, }
json_stats: {"epoch": 1302, "elapsed": 18.753805852960795, "loss": 0.1473342328626006, }
json_stats: {"epoch": 1303, "elapsed": 15.629770227940753, "loss": 0.15124143503543472, }
json_stats: {"epoch": 1304, "elapsed": 17.652328767930157, "loss": 0.15144051533699918, }
json_stats: {"epoch": 1305, "elapsed": 16.378919932059944, "loss": 0.14913866779783272, }
json_stats: {"epoch": 1306, "elapsed": 17.180127316038124, "loss": 0.15024515134346442, }
json_stats: {"epoch": 1307, "elapsed": 16.09211681294255, "loss": 0.15134993733090366, }
json_stats: {"epoch": 1308, "elapsed": 16.875939580029808, "loss": 0.1499604293147033, }
json_stats: {"epoch": 1309, "elapsed": 16.153892087982967, "loss": 0.150929736814112, }
json_stats: {"epoch": 1310, "elapsed": 17.769326520967297, "loss": 0.14797484700134883, }
json_stats: {"epoch": 1311, "elapsed": 19.483556729042903, "loss": 0.14877599580785522, }
json_stats: {"epoch": 1312, "elapsed": 18.436886694980785, "loss": 0.15036769603367062, }
json_stats: {"epoch": 1313, "elapsed": 16.33480327401776, "loss": 0.14962732277492166, }
json_stats: {"epoch": 1314, "elapsed": 15.233799165929668, "loss": 0.14947410662608102, }
json_stats: {"epoch": 1315, "elapsed": 17.48163115803618, "loss": 0.14877430208832762, }
json_stats: {"epoch": 1316, "elapsed": 14.248343297978863, "loss": 0.14998378798775405, }
json_stats: {"epoch": 1317, "elapsed": 16.124129142030142, "loss": 0.1486260149021548, }
json_stats: {"epoch": 1318, "elapsed": 18.24427654396277, "loss": 0.1489936965117514, }
json_stats: {"epoch": 1319, "elapsed": 15.725219885935076, "loss": 0.1475076795898316, }
json_stats: {"epoch": 1320, "elapsed": 17.777108301059343, "loss": 0.14696794981647385, }
json_stats: {"epoch": 1321, "elapsed": 14.201026857015677, "loss": 0.1461583609971902, }
json_stats: {"epoch": 1322, "elapsed": 16.979609498986974, "loss": 0.14793353514736596, }
json_stats: {"epoch": 1323, "elapsed": 16.52072197396774, "loss": 0.14856932433700026, }
json_stats: {"epoch": 1324, "elapsed": 14.230185765074566, "loss": 0.14716615424944307, }
json_stats: {"epoch": 1325, "elapsed": 17.11662697594147, "loss": 0.14717585356517202, }
json_stats: {"epoch": 1326, "elapsed": 14.87049412901979, "loss": 0.14621016473588153, }
json_stats: {"epoch": 1327, "elapsed": 17.832574402098544, "loss": 0.1469014270579152, }
json_stats: {"epoch": 1328, "elapsed": 18.792528638034128, "loss": 0.14487494368649909, }
json_stats: {"epoch": 1329, "elapsed": 17.94202062196564, "loss": 0.14422381265862833, }
json_stats: {"epoch": 1330, "elapsed": 17.101926559000276, "loss": 0.1468910478185271, }
json_stats: {"epoch": 1331, "elapsed": 15.272173827048391, "loss": 0.14483578805608083, }
json_stats: {"epoch": 1332, "elapsed": 16.319165293942206, "loss": 0.14498650300366359, }
json_stats: {"epoch": 1333, "elapsed": 15.579430921003222, "loss": 0.14387561108731076, }
json_stats: {"epoch": 1334, "elapsed": 16.687999818939716, "loss": 0.14517298416280078, }
json_stats: {"epoch": 1335, "elapsed": 16.511116510024294, "loss": 0.14533602043477883, }
json_stats: {"epoch": 1336, "elapsed": 17.209183692000806, "loss": 0.14502895272161417, }
json_stats: {"epoch": 1337, "elapsed": 16.429983473964967, "loss": 0.14656731733779305, }
json_stats: {"epoch": 1338, "elapsed": 16.52315247093793, "loss": 0.14601297879172442, }
json_stats: {"epoch": 1339, "elapsed": 17.45917645189911, "loss": 0.14483543136638405, }
json_stats: {"epoch": 1340, "elapsed": 16.864582084934227, "loss": 0.1464539399255495, }
json_stats: {"epoch": 1341, "elapsed": 18.67455354705453, "loss": 0.14350714937270853, }
json_stats: {"epoch": 1342, "elapsed": 15.918739483924583, "loss": 0.144384355221946, }
json_stats: {"epoch": 1343, "elapsed": 16.528977984096855, "loss": 0.1443989754723663, }
json_stats: {"epoch": 1344, "elapsed": 17.07983790396247, "loss": 0.14503059071658775, }
json_stats: {"epoch": 1345, "elapsed": 17.807982651982456, "loss": 0.1436528730008568, }
json_stats: {"epoch": 1346, "elapsed": 19.505380119080655, "loss": 0.14405975894903217, }
json_stats: {"epoch": 1347, "elapsed": 17.379987933090888, "loss": 0.1445453292598032, }
json_stats: {"epoch": 1348, "elapsed": 17.828907527029514, "loss": 0.14249384040242144, }
json_stats: {"epoch": 1349, "elapsed": 16.328579892986454, "loss": 0.1421825872948647, }
json_stats: {"epoch": 1350, "elapsed": 17.930808410048485, "loss": 0.14251792594359655, }
json_stats: {"epoch": 1351, "elapsed": 16.878877894952893, "loss": 0.14359341321567043, }
json_stats: {"epoch": 1352, "elapsed": 16.387760724988766, "loss": 0.142136760948485, }
json_stats: {"epoch": 1353, "elapsed": 17.070674716029316, "loss": 0.1425922069362891, }
json_stats: {"epoch": 1354, "elapsed": 19.096059827017598, "loss": 0.14202581720996893, }
json_stats: {"epoch": 1355, "elapsed": 18.66499774204567, "loss": 0.14226779765466988, }
json_stats: {"epoch": 1356, "elapsed": 18.413893278921023, "loss": 0.14194746157592616, }
json_stats: {"epoch": 1357, "elapsed": 18.538340243976563, "loss": 0.14211555900020387, }
json_stats: {"epoch": 1358, "elapsed": 17.44091371097602, "loss": 0.14160666794833665, }
json_stats: {"epoch": 1359, "elapsed": 15.451097544981167, "loss": 0.142056696260948, }
json_stats: {"epoch": 1360, "elapsed": 16.441083615995012, "loss": 0.14369684881809863, }
json_stats: {"epoch": 1361, "elapsed": 18.67808162001893, "loss": 0.14173488881290358, }
json_stats: {"epoch": 1362, "elapsed": 18.148335078032687, "loss": 0.14190767158961323, }
json_stats: {"epoch": 1363, "elapsed": 18.879794602980837, "loss": 0.14029158021362542, }
json_stats: {"epoch": 1364, "elapsed": 16.180433122091927, "loss": 0.1412053276452777, }
json_stats: {"epoch": 1365, "elapsed": 18.301120746997185, "loss": 0.1401296170431571, }
json_stats: {"epoch": 1366, "elapsed": 14.666043239994906, "loss": 0.14192558653522977, }
json_stats: {"epoch": 1367, "elapsed": 17.687425239011645, "loss": 0.1407861445671541, }
json_stats: {"epoch": 1368, "elapsed": 17.304543502046727, "loss": 0.14203914823935143, }
json_stats: {"epoch": 1369, "elapsed": 16.567453203024343, "loss": 0.1417939467860007, }
json_stats: {"epoch": 1370, "elapsed": 18.098291984992102, "loss": 0.1406225317201567, }
json_stats: {"epoch": 1371, "elapsed": 20.872081357054412, "loss": 0.13774150712542493, }
json_stats: {"epoch": 1372, "elapsed": 18.11049984197598, "loss": 0.1395072914576082, }
json_stats: {"epoch": 1373, "elapsed": 16.64425210794434, "loss": 0.14012065787662834, }
json_stats: {"epoch": 1374, "elapsed": 16.945564683061093, "loss": 0.14304547369794954, }
json_stats: {"epoch": 1375, "elapsed": 17.18207814404741, "loss": 0.1416098949331148, }
json_stats: {"epoch": 1376, "elapsed": 18.460704113938846, "loss": 0.14006609335460846, }
json_stats: {"epoch": 1377, "elapsed": 11.692120375926606, "loss": 0.1393808973930289, }
json_stats: {"epoch": 1378, "elapsed": 15.279139489983208, "loss": 0.13753461734264813, }
json_stats: {"epoch": 1379, "elapsed": 16.27019278309308, "loss": 0.13876410246693038, }
json_stats: {"epoch": 1380, "elapsed": 19.717406693962403, "loss": 0.1369675542022725, }
json_stats: {"epoch": 1381, "elapsed": 16.465027904021554, "loss": 0.1394498128809619, }
json_stats: {"epoch": 1382, "elapsed": 14.15833693696186, "loss": 0.13755934681330323, }
json_stats: {"epoch": 1383, "elapsed": 15.91112464305479, "loss": 0.13684045351922533, }
json_stats: {"epoch": 1384, "elapsed": 14.497698276070878, "loss": 0.13986158167606424, }
json_stats: {"epoch": 1385, "elapsed": 19.33290462801233, "loss": 0.1362894739838281, }
json_stats: {"epoch": 1386, "elapsed": 14.74893230793532, "loss": 0.13775082958364188, }
json_stats: {"epoch": 1387, "elapsed": 19.255956904031336, "loss": 0.13711661920839646, }
json_stats: {"epoch": 1388, "elapsed": 17.691441269940697, "loss": 0.1360228451809929, }
json_stats: {"epoch": 1389, "elapsed": 15.699432854074985, "loss": 0.136709418188861, }
json_stats: {"epoch": 1390, "elapsed": 15.090101580950432, "loss": 0.13732609107485358, }
json_stats: {"epoch": 1391, "elapsed": 20.00416834000498, "loss": 0.1364819149480308, }
json_stats: {"epoch": 1392, "elapsed": 15.083560441038571, "loss": 0.13620271844592896, }
json_stats: {"epoch": 1393, "elapsed": 16.394953958922997, "loss": 0.13840186810552177, }
json_stats: {"epoch": 1394, "elapsed": 15.120919817942195, "loss": 0.1378413628297522, }
json_stats: {"epoch": 1395, "elapsed": 15.73090357996989, "loss": 0.1357744306105191, }
json_stats: {"epoch": 1396, "elapsed": 17.95890402502846, "loss": 0.13435925270356633, }
json_stats: {"epoch": 1397, "elapsed": 20.284730412065983, "loss": 0.13713060894040718, }
json_stats: {"epoch": 1398, "elapsed": 16.50838118197862, "loss": 0.13601966772902865, }
json_stats: {"epoch": 1299, "elapsed": 16.52468405093532, "loss": 0.15296510252862888, "sqnorm_min": 0.08321631968146256, "sqnorm_avg": 0.9998863242419823, "sqnorm_max": 0.9999988930532155, "mean_rank": 61.287072034420405, "map_rank": 0.17295171283992503, "best": true}
json_stats: {"epoch": 1400, "elapsed": 16.819069087971002, "loss": 0.13449500866649244, }
json_stats: {"epoch": 1401, "elapsed": 20.876044356031343, "loss": 0.1362173689051651, }
json_stats: {"epoch": 1402, "elapsed": 16.829324532998726, "loss": 0.13324742531389572, }
json_stats: {"epoch": 1403, "elapsed": 18.977948229992762, "loss": 0.13368320508996273, }
json_stats: {"epoch": 1404, "elapsed": 18.111912507913075, "loss": 0.1341089094692882, }
json_stats: {"epoch": 1405, "elapsed": 14.829023021040484, "loss": 0.13620023259054997, }
json_stats: {"epoch": 1406, "elapsed": 18.135755434050225, "loss": 0.13462055600888131, }
json_stats: {"epoch": 1407, "elapsed": 14.962392808985896, "loss": 0.13473579144202089, }
json_stats: {"epoch": 1408, "elapsed": 14.517221013084054, "loss": 0.13502893864387394, }
json_stats: {"epoch": 1409, "elapsed": 12.570986652979627, "loss": 0.13644090741024162, }
json_stats: {"epoch": 1410, "elapsed": 10.904318465967663, "loss": 0.13458487482559112, }
json_stats: {"epoch": 1411, "elapsed": 14.424448375008069, "loss": 0.13469919955988532, }
json_stats: {"epoch": 1412, "elapsed": 13.981009503011592, "loss": 0.13208027946682574, }
json_stats: {"epoch": 1413, "elapsed": 11.127212879015133, "loss": 0.1332686201425135, }
json_stats: {"epoch": 1414, "elapsed": 11.374826260958798, "loss": 0.13320054036300533, }
json_stats: {"epoch": 1415, "elapsed": 11.259302568039857, "loss": 0.13366134110055386, }
json_stats: {"epoch": 1416, "elapsed": 11.693572929943912, "loss": 0.13380604567838375, }
json_stats: {"epoch": 1417, "elapsed": 12.39273725496605, "loss": 0.13312954401964638, }
json_stats: {"epoch": 1418, "elapsed": 12.158849266008474, "loss": 0.13251407813685503, }
json_stats: {"epoch": 1419, "elapsed": 11.766804869985208, "loss": 0.1335467295842947, }
json_stats: {"epoch": 1420, "elapsed": 12.237435350893065, "loss": 0.13261712984543897, }
json_stats: {"epoch": 1421, "elapsed": 13.06890261603985, "loss": 0.13324816221527608, }
json_stats: {"epoch": 1422, "elapsed": 10.454476173967123, "loss": 0.13387767683235008, }
json_stats: {"epoch": 1423, "elapsed": 11.893029541010037, "loss": 0.13090760177129768, }
json_stats: {"epoch": 1424, "elapsed": 12.514119355008006, "loss": 0.13196844151982193, }
json_stats: {"epoch": 1425, "elapsed": 12.0764280250296, "loss": 0.13302434504381694, }
json_stats: {"epoch": 1426, "elapsed": 10.53337667696178, "loss": 0.1310797243308257, }
json_stats: {"epoch": 1427, "elapsed": 10.369037711061537, "loss": 0.13039308659802254, }
json_stats: {"epoch": 1428, "elapsed": 10.487329664058052, "loss": 0.13262165482704186, }
json_stats: {"epoch": 1429, "elapsed": 11.281155465054326, "loss": 0.1314833284860549, }
json_stats: {"epoch": 1430, "elapsed": 11.057103318045847, "loss": 0.13181907584294777, }
json_stats: {"epoch": 1431, "elapsed": 12.946595151908696, "loss": 0.1327957882644817, }
json_stats: {"epoch": 1432, "elapsed": 11.83291931299027, "loss": 0.13096089524013843, }
json_stats: {"epoch": 1433, "elapsed": 12.772339674993418, "loss": 0.1291314934015878, }
json_stats: {"epoch": 1434, "elapsed": 11.60188766894862, "loss": 0.13208296411479165, }
json_stats: {"epoch": 1435, "elapsed": 11.385578692075796, "loss": 0.130874951229299, }
json_stats: {"epoch": 1436, "elapsed": 10.556518179946579, "loss": 0.1305372172917975, }
json_stats: {"epoch": 1437, "elapsed": 11.014895496075042, "loss": 0.12931915151425133, }
json_stats: {"epoch": 1438, "elapsed": 10.861367507022806, "loss": 0.12902243102876076, }
json_stats: {"epoch": 1439, "elapsed": 11.116165769053623, "loss": 0.1311813600587336, }
json_stats: {"epoch": 1440, "elapsed": 10.33190209697932, "loss": 0.13169544456052726, }
json_stats: {"epoch": 1441, "elapsed": 12.647371229017153, "loss": 0.12907869323481863, }
json_stats: {"epoch": 1442, "elapsed": 9.860457636066712, "loss": 0.12982031359230567, }
json_stats: {"epoch": 1443, "elapsed": 10.987242817995138, "loss": 0.1275894822587066, }
json_stats: {"epoch": 1444, "elapsed": 10.14679116604384, "loss": 0.12947924585760523, }
json_stats: {"epoch": 1445, "elapsed": 10.394089462934062, "loss": 0.1294428591006031, }
json_stats: {"epoch": 1446, "elapsed": 9.874563622055575, "loss": 0.12906190576255136, }
json_stats: {"epoch": 1447, "elapsed": 10.43491333106067, "loss": 0.12996933985702638, }
json_stats: {"epoch": 1448, "elapsed": 9.798050959012471, "loss": 0.12726298320240184, }
json_stats: {"epoch": 1449, "elapsed": 10.223311620997265, "loss": 0.12868028009698634, }
json_stats: {"epoch": 1450, "elapsed": 10.482679376960732, "loss": 0.12929862635494382, }
json_stats: {"epoch": 1451, "elapsed": 10.117221273016185, "loss": 0.12857108731313693, }
json_stats: {"epoch": 1452, "elapsed": 10.225004715961404, "loss": 0.1282594809229448, }
json_stats: {"epoch": 1453, "elapsed": 10.031931403907947, "loss": 0.1298269563142531, }
json_stats: {"epoch": 1454, "elapsed": 9.856738934060559, "loss": 0.12927750564152043, }
json_stats: {"epoch": 1455, "elapsed": 9.945565567002632, "loss": 0.1288280031595189, }
json_stats: {"epoch": 1456, "elapsed": 9.979552996926941, "loss": 0.12832760924104647, }
json_stats: {"epoch": 1457, "elapsed": 10.331022373982705, "loss": 0.12940839552956615, }
json_stats: {"epoch": 1458, "elapsed": 9.878032439039089, "loss": 0.12700807159212166, }
json_stats: {"epoch": 1459, "elapsed": 10.15977137198206, "loss": 0.12814798055711896, }
json_stats: {"epoch": 1460, "elapsed": 9.789854636997916, "loss": 0.12884319512482523, }
json_stats: {"epoch": 1461, "elapsed": 10.117146029951982, "loss": 0.12920988002552578, }
json_stats: {"epoch": 1462, "elapsed": 9.934649138012901, "loss": 0.1270059543465166, }
json_stats: {"epoch": 1463, "elapsed": 9.511913444031961, "loss": 0.1267213514850595, }
json_stats: {"epoch": 1464, "elapsed": 9.905199917033315, "loss": 0.12762978433743843, }
json_stats: {"epoch": 1465, "elapsed": 10.509448794065975, "loss": 0.1285861863002086, }
json_stats: {"epoch": 1466, "elapsed": 10.194382056011818, "loss": 0.1278055162452418, }
json_stats: {"epoch": 1467, "elapsed": 9.968612950993702, "loss": 0.12674601624163043, }
json_stats: {"epoch": 1468, "elapsed": 9.266732427990064, "loss": 0.12734931452249193, }
json_stats: {"epoch": 1469, "elapsed": 9.895996741950512, "loss": 0.12602147593798999, }
json_stats: {"epoch": 1470, "elapsed": 9.474879584042355, "loss": 0.12530818577842484, }
json_stats: {"epoch": 1471, "elapsed": 9.912790173082612, "loss": 0.1266632930603696, }
json_stats: {"epoch": 1472, "elapsed": 9.84867439698428, "loss": 0.1252423370270978, }
json_stats: {"epoch": 1473, "elapsed": 9.567419065046124, "loss": 0.12587276393646799, }
json_stats: {"epoch": 1474, "elapsed": 10.63965745398309, "loss": 0.12483708455811492, }
json_stats: {"epoch": 1475, "elapsed": 10.037804065039381, "loss": 0.1259753385008712, }
json_stats: {"epoch": 1476, "elapsed": 10.06469005602412, "loss": 0.12580829575621702, }
json_stats: {"epoch": 1477, "elapsed": 10.2213791529648, "loss": 0.1249690033067332, }
json_stats: {"epoch": 1478, "elapsed": 9.845009326003492, "loss": 0.12527108530905626, }
json_stats: {"epoch": 1479, "elapsed": 9.933387093944475, "loss": 0.12395590367216162, }
json_stats: {"epoch": 1480, "elapsed": 12.736963105970062, "loss": 0.1242418418730237, }
json_stats: {"epoch": 1481, "elapsed": 12.039019971038215, "loss": 0.1257806666808414, }
json_stats: {"epoch": 1482, "elapsed": 12.236685322946869, "loss": 0.12407804178402466, }
json_stats: {"epoch": 1483, "elapsed": 10.80326233804226, "loss": 0.12564099786587662, }
json_stats: {"epoch": 1484, "elapsed": 14.630600503995083, "loss": 0.1256717423273361, }
json_stats: {"epoch": 1485, "elapsed": 16.64426444703713, "loss": 0.12342179180038451, }
json_stats: {"epoch": 1486, "elapsed": 18.26221083791461, "loss": 0.12459765696824582, }
json_stats: {"epoch": 1487, "elapsed": 16.87187836598605, "loss": 0.125764496530239, }
json_stats: {"epoch": 1488, "elapsed": 17.789074475993402, "loss": 0.12638525524555888, }
json_stats: {"epoch": 1489, "elapsed": 19.601114192977548, "loss": 0.12358701942078869, }
json_stats: {"epoch": 1490, "elapsed": 17.0812891459791, "loss": 0.12287618079880885, }
json_stats: {"epoch": 1491, "elapsed": 16.221066221012734, "loss": 0.12185396391190588, }
json_stats: {"epoch": 1492, "elapsed": 15.25051739893388, "loss": 0.12360712619702073, }
json_stats: {"epoch": 1493, "elapsed": 15.80295093508903, "loss": 0.12228522014686885, }
json_stats: {"epoch": 1494, "elapsed": 16.452184317982756, "loss": 0.12497732573274953, }
json_stats: {"epoch": 1495, "elapsed": 14.728335905005224, "loss": 0.12369585989065544, }
json_stats: {"epoch": 1496, "elapsed": 15.44929641589988, "loss": 0.12351150876711894, }
json_stats: {"epoch": 1497, "elapsed": 15.767129093990661, "loss": 0.12283283032210299, }
json_stats: {"epoch": 1498, "elapsed": 16.267422029050067, "loss": 0.12501470417721863, }
json_stats: {"epoch": 1399, "elapsed": 15.90983123506885, "loss": 0.134061584255533, "sqnorm_min": 0.05832302483735483, "sqnorm_avg": 0.999898486111804, "sqnorm_max": 0.9999990000004999, "mean_rank": 54.507877463892875, "map_rank": 0.18297716650244905, "best": true}
json_stats: {"epoch": 1499, "elapsed": 16.134657012065873, "loss": 0.12447380552718375, "sqnorm_min": 0.1033531096266335, "sqnorm_avg": 0.99990870994745, "sqnorm_max": 0.9999990000005, "mean_rank": 49.01477919457053, "map_rank": 0.19298527609928487, "best": true}
