Using edge list dataloader
json_conf: {"checkpoint": "../graphs2/mammal//euclidean2.bin", "dset": "../graphs/mammal//graph.csv", "dim": 2, "manifold": "euclidean", "model": "distance", "lr": 1.0, "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": 500000, "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=0.01
json_stats: {"epoch": 0, "elapsed": 0.09059783793054521, "loss": 1.7917594690776018, }
Burn in negs=5, lr=0.01
json_stats: {"epoch": 1, "elapsed": 0.08295521000400186, "loss": 1.7917594681519153, }
Burn in negs=5, lr=0.01
json_stats: {"epoch": 2, "elapsed": 0.08537778200116009, "loss": 1.7917594677760238, }
Burn in negs=5, lr=0.01
json_stats: {"epoch": 3, "elapsed": 0.08831264695618302, "loss": 1.7917594674571133, }
Burn in negs=5, lr=0.01
json_stats: {"epoch": 4, "elapsed": 0.09074256697203964, "loss": 1.7917594674595598, }
Burn in negs=5, lr=0.01
json_stats: {"epoch": 5, "elapsed": 0.08928607893176377, "loss": 1.7917594672738348, }
Burn in negs=5, lr=0.01
json_stats: {"epoch": 6, "elapsed": 0.08701662195380777, "loss": 1.7917594671764607, }
Burn in negs=5, lr=0.01
json_stats: {"epoch": 7, "elapsed": 0.08670174796134233, "loss": 1.7917594670727557, }
Burn in negs=5, lr=0.01
json_stats: {"epoch": 8, "elapsed": 0.08833207003772259, "loss": 1.7917594670360781, }
Burn in negs=5, lr=0.01
json_stats: {"epoch": 9, "elapsed": 0.08839987707324326, "loss": 1.791759467066506, }
Burn in negs=5, lr=0.01
json_stats: {"epoch": 10, "elapsed": 0.08901211305055767, "loss": 1.7917594670175325, }
Burn in negs=5, lr=0.01
json_stats: {"epoch": 11, "elapsed": 0.08968360594008118, "loss": 1.7917594669411903, }
Burn in negs=5, lr=0.01
json_stats: {"epoch": 12, "elapsed": 0.09473230503499508, "loss": 1.7917594668355916, }
Burn in negs=5, lr=0.01
json_stats: {"epoch": 13, "elapsed": 0.08693150000181049, "loss": 1.7917594668103967, }
Burn in negs=5, lr=0.01
json_stats: {"epoch": 14, "elapsed": 0.08889612799976021, "loss": 1.7917594667622978, }
Burn in negs=5, lr=0.01
json_stats: {"epoch": 15, "elapsed": 0.08791534206829965, "loss": 1.7917594667201475, }
Burn in negs=5, lr=0.01
json_stats: {"epoch": 16, "elapsed": 0.08850690897088498, "loss": 1.7917594664646377, }
Burn in negs=5, lr=0.01
json_stats: {"epoch": 17, "elapsed": 0.08776291401591152, "loss": 1.7917594664833554, }
Burn in negs=5, lr=0.01
json_stats: {"epoch": 18, "elapsed": 0.0879944049520418, "loss": 1.791759466265593, }
Burn in negs=5, lr=0.01
json_stats: {"epoch": 19, "elapsed": 0.0858585600508377, "loss": 1.7917594662653038, }
json_stats: {"epoch": 20, "elapsed": 0.09229858103208244, "loss": 3.9318256266465053, }
json_stats: {"epoch": 21, "elapsed": 0.09618416801095009, "loss": 3.9318256216714444, }
json_stats: {"epoch": 22, "elapsed": 0.09393028798513114, "loss": 3.9318256147751782, }
json_stats: {"epoch": 23, "elapsed": 0.09604900097474456, "loss": 3.93182560376309, }
json_stats: {"epoch": 24, "elapsed": 0.09283098403830081, "loss": 3.9318255861764717, }
json_stats: {"epoch": 25, "elapsed": 0.0966706300387159, "loss": 3.9318255561564017, }
json_stats: {"epoch": 26, "elapsed": 0.0947362290462479, "loss": 3.9318255049509037, }
json_stats: {"epoch": 27, "elapsed": 0.0918562300503254, "loss": 3.931825417604601, }
json_stats: {"epoch": 28, "elapsed": 0.0939721220638603, "loss": 3.931825266598559, }
json_stats: {"epoch": 29, "elapsed": 0.09251703997142613, "loss": 3.9318249910969123, }
json_stats: {"epoch": 30, "elapsed": 0.0948878179769963, "loss": 3.9318244931371993, }
json_stats: {"epoch": 31, "elapsed": 0.09709195198956877, "loss": 3.931823541101213, }
json_stats: {"epoch": 32, "elapsed": 0.09476050001103431, "loss": 3.9318217123386794, }
json_stats: {"epoch": 33, "elapsed": 0.09598152700345963, "loss": 3.931818082239033, }
json_stats: {"epoch": 34, "elapsed": 0.09473887796048075, "loss": 3.9318107537227287, }
json_stats: {"epoch": 35, "elapsed": 0.09283372096251696, "loss": 3.931795853858028, }
json_stats: {"epoch": 36, "elapsed": 0.09531418606638908, "loss": 3.931764423413213, }
json_stats: {"epoch": 37, "elapsed": 0.09338807896710932, "loss": 3.931698376714463, }
json_stats: {"epoch": 38, "elapsed": 0.09610788198187947, "loss": 3.9315563851460764, }
json_stats: {"epoch": 39, "elapsed": 0.09427563101053238, "loss": 3.93125329924763, }
json_stats: {"epoch": 40, "elapsed": 0.09408273897133768, "loss": 3.9305900191809915, }
json_stats: {"epoch": 41, "elapsed": 0.09113167994655669, "loss": 3.929135063816183, }
json_stats: {"epoch": 42, "elapsed": 0.09259410493541509, "loss": 3.9260141545403613, }
json_stats: {"epoch": 43, "elapsed": 0.09278829605318606, "loss": 3.9193652956793623, }
json_stats: {"epoch": 44, "elapsed": 0.09446545701939613, "loss": 3.905603263489511, }
json_stats: {"epoch": 45, "elapsed": 0.09294232190586627, "loss": 3.878583085449391, }
json_stats: {"epoch": 46, "elapsed": 0.09312312991824001, "loss": 3.8320406613093594, }
json_stats: {"epoch": 47, "elapsed": 0.09645986999385059, "loss": 3.759796447337177, }
json_stats: {"epoch": 48, "elapsed": 0.09561649896204472, "loss": 3.665198231212296, }
json_stats: {"epoch": 49, "elapsed": 0.0915468429448083, "loss": 3.5611939669640047, }
json_stats: {"epoch": 50, "elapsed": 0.09281370206736028, "loss": 3.458169577615342, }
json_stats: {"epoch": 51, "elapsed": 0.09647408302407712, "loss": 3.363149419075162, }
json_stats: {"epoch": 52, "elapsed": 0.09354337293189019, "loss": 3.2874101636297883, }
json_stats: {"epoch": 53, "elapsed": 0.09333761094603688, "loss": 3.224519212327496, }
json_stats: {"epoch": 54, "elapsed": 0.09304135804995894, "loss": 3.1724796754877387, }
json_stats: {"epoch": 55, "elapsed": 0.0958722890354693, "loss": 3.141237512777382, }
json_stats: {"epoch": 56, "elapsed": 0.09435123589355499, "loss": 3.112113496755226, }
json_stats: {"epoch": 57, "elapsed": 0.0951461479999125, "loss": 3.097337888487577, }
json_stats: {"epoch": 58, "elapsed": 0.09418116696178913, "loss": 3.078307855858319, }
json_stats: {"epoch": 59, "elapsed": 0.09253434697166085, "loss": 3.071750392686919, }
json_stats: {"epoch": 60, "elapsed": 0.09382715891115367, "loss": 3.061891407459112, }
json_stats: {"epoch": 61, "elapsed": 0.09310042404104024, "loss": 3.0574135532479367, }
json_stats: {"epoch": 62, "elapsed": 0.09511152701452374, "loss": 3.0479550540834643, }
json_stats: {"epoch": 63, "elapsed": 0.09328332706354558, "loss": 3.040453915379109, }
json_stats: {"epoch": 64, "elapsed": 0.096342065022327, "loss": 3.033144823714164, }
json_stats: {"epoch": 65, "elapsed": 0.09012810199055821, "loss": 3.030362327618659, }
json_stats: {"epoch": 66, "elapsed": 0.09210981498472393, "loss": 3.0278779584780176, }
json_stats: {"epoch": 67, "elapsed": 0.09512875997461379, "loss": 3.0287132995213697, }
json_stats: {"epoch": 68, "elapsed": 0.09509659395553172, "loss": 3.021333909886789, }
json_stats: {"epoch": 69, "elapsed": 0.09352550306357443, "loss": 3.01665347479718, }
json_stats: {"epoch": 70, "elapsed": 0.09482629701960832, "loss": 3.022636509949592, }
json_stats: {"epoch": 71, "elapsed": 0.0954831950366497, "loss": 3.021631367546969, }
json_stats: {"epoch": 72, "elapsed": 0.09553219797089696, "loss": 3.016813585190041, }
json_stats: {"epoch": 73, "elapsed": 0.09284364699851722, "loss": 3.010785669501115, }
json_stats: {"epoch": 74, "elapsed": 0.09312031592708081, "loss": 3.0113969147539876, }
json_stats: {"epoch": 75, "elapsed": 0.09408974298276007, "loss": 3.0139134555526086, }
json_stats: {"epoch": 76, "elapsed": 0.09332254203036427, "loss": 3.003621590899929, }
json_stats: {"epoch": 77, "elapsed": 0.09766758396290243, "loss": 3.0036620868243156, }
json_stats: {"epoch": 78, "elapsed": 0.09701965702697635, "loss": 3.0124518745243867, }
json_stats: {"epoch": 79, "elapsed": 0.09354858403094113, "loss": 3.007680081677243, }
json_stats: {"epoch": 80, "elapsed": 0.09534983697813004, "loss": 3.0084649139267685, }
json_stats: {"epoch": 81, "elapsed": 0.09524026198778301, "loss": 3.0034333009051863, }
json_stats: {"epoch": 82, "elapsed": 0.09693608910311013, "loss": 3.0002965173731475, }
json_stats: {"epoch": 83, "elapsed": 0.09568826202303171, "loss": 3.0018153442491315, }
json_stats: {"epoch": 84, "elapsed": 0.09173121501225978, "loss": 3.0013891836634947, }
json_stats: {"epoch": 85, "elapsed": 0.09607165900524706, "loss": 2.996942108840212, }
json_stats: {"epoch": 86, "elapsed": 0.09151795599609613, "loss": 2.9947582145611293, }
json_stats: {"epoch": 87, "elapsed": 0.09695055498741567, "loss": 2.9874094329022753, }
json_stats: {"epoch": 88, "elapsed": 0.09303736395668238, "loss": 2.990525776199902, }
json_stats: {"epoch": 89, "elapsed": 0.09499223390594125, "loss": 2.99580887759135, }
json_stats: {"epoch": 90, "elapsed": 0.0908381970366463, "loss": 2.9916743549323734, }
json_stats: {"epoch": 91, "elapsed": 0.09551738703157753, "loss": 2.9881282141833183, }
json_stats: {"epoch": 92, "elapsed": 0.09249837801326066, "loss": 2.989569648534275, }
json_stats: {"epoch": 93, "elapsed": 0.09473980497568846, "loss": 2.9908866423434795, }
json_stats: {"epoch": 94, "elapsed": 0.09408199996687472, "loss": 2.9911833950577154, }
json_stats: {"epoch": 95, "elapsed": 0.09332937304861844, "loss": 2.987440160066902, }
json_stats: {"epoch": 96, "elapsed": 0.09502127196174115, "loss": 2.9884160603793437, }
json_stats: {"epoch": 97, "elapsed": 0.09517725696787238, "loss": 2.977853751662362, }
json_stats: {"epoch": 98, "elapsed": 0.09369182004593313, "loss": 2.982579264447033, }
json_stats: {"epoch": 100, "elapsed": 0.09263705904595554, "loss": 2.987430764674979, }
json_stats: {"epoch": 101, "elapsed": 0.09083971404470503, "loss": 2.987806600418675, }
json_stats: {"epoch": 102, "elapsed": 0.09537272492889315, "loss": 2.984057902885346, }
json_stats: {"epoch": 103, "elapsed": 0.09364636102691293, "loss": 2.9922758863062175, }
json_stats: {"epoch": 104, "elapsed": 0.09076877497136593, "loss": 2.9817014104262007, }
json_stats: {"epoch": 105, "elapsed": 0.09062047803308815, "loss": 2.987053592436311, }
json_stats: {"epoch": 106, "elapsed": 0.09405153908301145, "loss": 2.977363710290521, }
json_stats: {"epoch": 107, "elapsed": 0.09558285400271416, "loss": 2.9835231660832173, }
json_stats: {"epoch": 108, "elapsed": 0.09596454200800508, "loss": 2.976272038752742, }
json_stats: {"epoch": 109, "elapsed": 0.09247615898493677, "loss": 2.98187521402971, }
json_stats: {"epoch": 110, "elapsed": 0.09512483305297792, "loss": 2.97499383559528, }
json_stats: {"epoch": 111, "elapsed": 0.09439604601357132, "loss": 2.985233543565509, }
json_stats: {"epoch": 112, "elapsed": 0.09524964401498437, "loss": 2.9765354693262176, }
json_stats: {"epoch": 113, "elapsed": 0.09346137603279203, "loss": 2.9717196733464637, }
json_stats: {"epoch": 114, "elapsed": 0.09491902298759669, "loss": 2.9769382419360153, }
json_stats: {"epoch": 115, "elapsed": 0.09164563100785017, "loss": 2.98036564744871, }
json_stats: {"epoch": 116, "elapsed": 0.09562502696644515, "loss": 2.9785150211556233, }
json_stats: {"epoch": 117, "elapsed": 0.09463718696497381, "loss": 2.980338723819333, }
json_stats: {"epoch": 118, "elapsed": 0.09553863503970206, "loss": 2.977280373268418, }
json_stats: {"epoch": 119, "elapsed": 0.09241637808736414, "loss": 2.9745156535747554, }
json_stats: {"epoch": 120, "elapsed": 0.09753660298883915, "loss": 2.976114898669617, }
json_stats: {"epoch": 121, "elapsed": 0.09427937306463718, "loss": 2.9749359236641513, }
json_stats: {"epoch": 122, "elapsed": 0.09425775695126504, "loss": 2.98103629970353, }
json_stats: {"epoch": 123, "elapsed": 0.09352253400720656, "loss": 2.9780596362376266, }
json_stats: {"epoch": 124, "elapsed": 0.09591588494367898, "loss": 2.971208405079414, }
json_stats: {"epoch": 125, "elapsed": 0.09617142390925437, "loss": 2.9796329298120203, }
json_stats: {"epoch": 126, "elapsed": 0.09345287596806884, "loss": 2.9759445123029873, }
json_stats: {"epoch": 127, "elapsed": 0.09688681899569929, "loss": 2.971674210973231, }
json_stats: {"epoch": 128, "elapsed": 0.09246491093654186, "loss": 2.980077530426078, }
json_stats: {"epoch": 129, "elapsed": 0.09199125901795924, "loss": 2.9710221311342835, }
json_stats: {"epoch": 130, "elapsed": 0.09243077703285962, "loss": 2.975665129447908, }
json_stats: {"epoch": 131, "elapsed": 0.09237655403558165, "loss": 2.9791471877312015, }
json_stats: {"epoch": 132, "elapsed": 0.0935014730785042, "loss": 2.972899400710806, }
json_stats: {"epoch": 133, "elapsed": 0.08960048493463546, "loss": 2.9794256230005574, }
json_stats: {"epoch": 134, "elapsed": 0.0940609989920631, "loss": 2.98107454036985, }
json_stats: {"epoch": 135, "elapsed": 0.09284519404172897, "loss": 2.9765420693099847, }
json_stats: {"epoch": 136, "elapsed": 0.0941759729757905, "loss": 2.976110128601554, }
json_stats: {"epoch": 137, "elapsed": 0.09282549796625972, "loss": 2.9755897898045984, }
json_stats: {"epoch": 138, "elapsed": 0.09416046692058444, "loss": 2.971915745253959, }
json_stats: {"epoch": 139, "elapsed": 0.09354260005056858, "loss": 2.9681363198959243, }
json_stats: {"epoch": 140, "elapsed": 0.0924945630831644, "loss": 2.98014198735653, }
json_stats: {"epoch": 141, "elapsed": 0.09456009406130761, "loss": 2.9750819766380197, }
json_stats: {"epoch": 142, "elapsed": 0.09296723897568882, "loss": 2.9707431577171466, }
json_stats: {"epoch": 143, "elapsed": 0.09534821705892682, "loss": 2.976441929292023, }
json_stats: {"epoch": 144, "elapsed": 0.09502855804748833, "loss": 2.9713347746824685, }
json_stats: {"epoch": 145, "elapsed": 0.09574216697365046, "loss": 2.9696099219874705, }
json_stats: {"epoch": 146, "elapsed": 0.09443419508170336, "loss": 2.970811020426798, }
json_stats: {"epoch": 147, "elapsed": 0.0918662779731676, "loss": 2.9706229344548443, }
json_stats: {"epoch": 148, "elapsed": 0.09289588395040482, "loss": 2.970635478568058, }
json_stats: {"epoch": 149, "elapsed": 0.093289959942922, "loss": 2.976036557895988, }
json_stats: {"epoch": 150, "elapsed": 0.0949893620563671, "loss": 2.9739423006728916, }
json_stats: {"epoch": 151, "elapsed": 0.09608985995873809, "loss": 2.974543193431873, }
json_stats: {"epoch": 152, "elapsed": 0.09379045898094773, "loss": 2.9762841591011013, }
json_stats: {"epoch": 153, "elapsed": 0.09193014400079846, "loss": 2.970884685628214, }
json_stats: {"epoch": 154, "elapsed": 0.09214431897271425, "loss": 2.96838628040704, }
json_stats: {"epoch": 155, "elapsed": 0.09211580501869321, "loss": 2.977010388916502, }
json_stats: {"epoch": 156, "elapsed": 0.09271588502451777, "loss": 2.9661388318322137, }
json_stats: {"epoch": 157, "elapsed": 0.09338301490060985, "loss": 2.983353948734694, }
json_stats: {"epoch": 158, "elapsed": 0.09386278595775366, "loss": 2.9743057553542465, }
json_stats: {"epoch": 159, "elapsed": 0.09547656797803938, "loss": 2.968380718705416, }
json_stats: {"epoch": 160, "elapsed": 0.0937903500162065, "loss": 2.969260589905469, }
json_stats: {"epoch": 161, "elapsed": 0.09805580298416317, "loss": 2.9746880442437846, }
json_stats: {"epoch": 162, "elapsed": 0.09566368698142469, "loss": 2.9785991954418094, }
json_stats: {"epoch": 163, "elapsed": 0.09496056998614222, "loss": 2.974397433924232, }
json_stats: {"epoch": 164, "elapsed": 0.09414315794128925, "loss": 2.9725379357386643, }
json_stats: {"epoch": 165, "elapsed": 0.0946692229481414, "loss": 2.970102138091988, }
json_stats: {"epoch": 166, "elapsed": 0.09122566797304899, "loss": 2.9699642582405055, }
json_stats: {"epoch": 167, "elapsed": 0.095339493942447, "loss": 2.972753935327019, }
json_stats: {"epoch": 168, "elapsed": 0.09242344798985869, "loss": 2.96933622654157, }
json_stats: {"epoch": 169, "elapsed": 0.09775658196303993, "loss": 2.9727817959242837, }
json_stats: {"epoch": 170, "elapsed": 0.09311633394099772, "loss": 2.959855075058646, }
json_stats: {"epoch": 171, "elapsed": 0.09622685005888343, "loss": 2.9633284621702787, }
json_stats: {"epoch": 172, "elapsed": 0.09353612805716693, "loss": 2.9773907644891735, }
json_stats: {"epoch": 173, "elapsed": 0.09288683999329805, "loss": 2.9732338295372776, }
json_stats: {"epoch": 174, "elapsed": 0.09277148905675858, "loss": 2.9699259941760046, }
json_stats: {"epoch": 175, "elapsed": 0.09375476010609418, "loss": 2.971703898136317, }
json_stats: {"epoch": 176, "elapsed": 0.09346144599840045, "loss": 2.979311723258007, }
json_stats: {"epoch": 177, "elapsed": 0.0949179430026561, "loss": 2.9638770432163097, }
json_stats: {"epoch": 178, "elapsed": 0.09376690094359219, "loss": 2.9797308617171114, }
json_stats: {"epoch": 179, "elapsed": 0.09453044610563666, "loss": 2.97169052707496, }
json_stats: {"epoch": 180, "elapsed": 0.09262012806721032, "loss": 2.9693133985522606, }
json_stats: {"epoch": 181, "elapsed": 0.09342681604903191, "loss": 2.97486375348675, }
json_stats: {"epoch": 182, "elapsed": 0.09341309091541916, "loss": 2.981105023886022, }
json_stats: {"epoch": 183, "elapsed": 0.0960339771118015, "loss": 2.9714315481652114, }
json_stats: {"epoch": 184, "elapsed": 0.09333216503728181, "loss": 2.9731946861394984, }
json_stats: {"epoch": 185, "elapsed": 0.09483508893754333, "loss": 2.9735251540137297, }
json_stats: {"epoch": 186, "elapsed": 0.09313607902731746, "loss": 2.9688838801266657, }
json_stats: {"epoch": 187, "elapsed": 0.09566106798592955, "loss": 2.967034822191497, }
json_stats: {"epoch": 188, "elapsed": 0.09409641497768462, "loss": 2.9710947613459355, }
json_stats: {"epoch": 189, "elapsed": 0.09423698903992772, "loss": 2.9702800141304073, }
json_stats: {"epoch": 190, "elapsed": 0.09248607500921935, "loss": 2.9693296437783685, }
json_stats: {"epoch": 191, "elapsed": 0.093683923012577, "loss": 2.972894426998537, }
json_stats: {"epoch": 192, "elapsed": 0.09306489501614124, "loss": 2.971404161451533, }
json_stats: {"epoch": 193, "elapsed": 0.09461865900084376, "loss": 2.968609006747043, }
json_stats: {"epoch": 194, "elapsed": 0.09623680706135929, "loss": 2.978935952982681, }
json_stats: {"epoch": 195, "elapsed": 0.0943331599701196, "loss": 2.9727772810661266, }
json_stats: {"epoch": 196, "elapsed": 0.09241651208139956, "loss": 2.9784645541164494, }
json_stats: {"epoch": 197, "elapsed": 0.09480427904054523, "loss": 2.966178636919907, }
json_stats: {"epoch": 198, "elapsed": 0.09272657206747681, "loss": 2.9754087945044674, }
json_stats: {"epoch": 99, "elapsed": 0.09447098698001355, "loss": 2.985036588637453, "sqnorm_min": 0.05258772286585463, "sqnorm_avg": 1.272225113891995, "sqnorm_max": 2.8345602975431787, "mean_rank": 148.3902140672783, "map_rank": 0.09901937389907614, "best": true}
json_stats: {"epoch": 200, "elapsed": 0.08975432708393782, "loss": 2.9660548410609633, }
json_stats: {"epoch": 201, "elapsed": 0.09228270908351988, "loss": 2.9691313144053515, }
json_stats: {"epoch": 202, "elapsed": 0.09107947896700352, "loss": 2.969712405192495, }
json_stats: {"epoch": 203, "elapsed": 0.09089468000456691, "loss": 2.965828864689124, }
json_stats: {"epoch": 204, "elapsed": 0.09507242101244628, "loss": 2.971922417341801, }
json_stats: {"epoch": 205, "elapsed": 0.09117004601284862, "loss": 2.97097124680122, }
json_stats: {"epoch": 206, "elapsed": 0.09517745394259691, "loss": 2.96926295310963, }
json_stats: {"epoch": 207, "elapsed": 0.09276211902033538, "loss": 2.966553788906648, }
json_stats: {"epoch": 208, "elapsed": 0.09446273895446211, "loss": 2.974915834071657, }
json_stats: {"epoch": 209, "elapsed": 0.09251532901544124, "loss": 2.969005266313399, }
json_stats: {"epoch": 210, "elapsed": 0.09437740803696215, "loss": 2.9688022085492562, }
json_stats: {"epoch": 211, "elapsed": 0.09684093098621815, "loss": 2.9738225875998063, }
json_stats: {"epoch": 212, "elapsed": 0.09985248104203492, "loss": 2.971667368716878, }
json_stats: {"epoch": 213, "elapsed": 0.0926004940411076, "loss": 2.9683746871413446, }
json_stats: {"epoch": 214, "elapsed": 0.09866508794948459, "loss": 2.9731344042860988, }
json_stats: {"epoch": 215, "elapsed": 0.09398417396005243, "loss": 2.9722128122485967, }
json_stats: {"epoch": 216, "elapsed": 0.0925217840122059, "loss": 2.9779533763445545, }
json_stats: {"epoch": 217, "elapsed": 0.09378415904939175, "loss": 2.969682293694978, }
json_stats: {"epoch": 218, "elapsed": 0.09265164693351835, "loss": 2.971147038403515, }
json_stats: {"epoch": 219, "elapsed": 0.09344385704025626, "loss": 2.971584551120096, }
json_stats: {"epoch": 220, "elapsed": 0.09582291799597442, "loss": 2.9709485008498504, }
json_stats: {"epoch": 221, "elapsed": 0.09261445794254541, "loss": 2.9717355113903956, }
json_stats: {"epoch": 222, "elapsed": 0.09767441102303565, "loss": 2.975964100183727, }
json_stats: {"epoch": 223, "elapsed": 0.09601536195259541, "loss": 2.968520308310187, }
json_stats: {"epoch": 224, "elapsed": 0.09574402100406587, "loss": 2.971874128421677, }
json_stats: {"epoch": 225, "elapsed": 0.09609289502259344, "loss": 2.968776282662961, }
json_stats: {"epoch": 226, "elapsed": 0.09557461901567876, "loss": 2.9687375777448515, }
json_stats: {"epoch": 227, "elapsed": 0.09460889105685055, "loss": 2.9707597626856876, }
json_stats: {"epoch": 228, "elapsed": 0.09210675896611065, "loss": 2.9690197109124337, }
json_stats: {"epoch": 229, "elapsed": 0.0931277540512383, "loss": 2.9642893642755923, }
json_stats: {"epoch": 230, "elapsed": 0.0930808640550822, "loss": 2.969736028156136, }
json_stats: {"epoch": 231, "elapsed": 0.09616495703812689, "loss": 2.968143888094791, }
json_stats: {"epoch": 232, "elapsed": 0.09249770210590214, "loss": 2.971195520289809, }
json_stats: {"epoch": 233, "elapsed": 0.09514202002901584, "loss": 2.9701050893973604, }
json_stats: {"epoch": 234, "elapsed": 0.09257885499391705, "loss": 2.9666212631891216, }
json_stats: {"epoch": 235, "elapsed": 0.09616494993679225, "loss": 2.969596327854577, }
json_stats: {"epoch": 236, "elapsed": 0.09333879093173891, "loss": 2.9695162813079046, }
json_stats: {"epoch": 237, "elapsed": 0.09535869199316949, "loss": 2.969772658825371, }
json_stats: {"epoch": 238, "elapsed": 0.09554921498056501, "loss": 2.9681878545187055, }
json_stats: {"epoch": 239, "elapsed": 0.09674060705583543, "loss": 2.975355630981748, }
json_stats: {"epoch": 240, "elapsed": 0.0954891589935869, "loss": 2.975443096502526, }
json_stats: {"epoch": 241, "elapsed": 0.09459359000902623, "loss": 2.966290680258069, }
json_stats: {"epoch": 242, "elapsed": 0.09500977699644864, "loss": 2.972871727146982, }
json_stats: {"epoch": 243, "elapsed": 0.09460006305016577, "loss": 2.9675623260041366, }
json_stats: {"epoch": 244, "elapsed": 0.09563054400496185, "loss": 2.9675546246418145, }
json_stats: {"epoch": 245, "elapsed": 0.0932242110138759, "loss": 2.968045880543974, }
json_stats: {"epoch": 246, "elapsed": 0.09384386497549713, "loss": 2.9700884673180874, }
json_stats: {"epoch": 247, "elapsed": 0.09270748100243509, "loss": 2.966158926554985, }
json_stats: {"epoch": 248, "elapsed": 0.09636510803829879, "loss": 2.967852507926141, }
json_stats: {"epoch": 249, "elapsed": 0.09158203797414899, "loss": 2.966807920958349, }
json_stats: {"epoch": 250, "elapsed": 0.0947234290651977, "loss": 2.9732992262579154, }
json_stats: {"epoch": 251, "elapsed": 0.09480933099985123, "loss": 2.9720564924122646, }
json_stats: {"epoch": 252, "elapsed": 0.09914011496584862, "loss": 2.9693292919234158, }
json_stats: {"epoch": 253, "elapsed": 0.09945835801772773, "loss": 2.968524281761469, }
json_stats: {"epoch": 254, "elapsed": 0.09527481405530125, "loss": 2.968454004734233, }
json_stats: {"epoch": 255, "elapsed": 0.095616684993729, "loss": 2.970115018957174, }
json_stats: {"epoch": 256, "elapsed": 0.09365616098511964, "loss": 2.9685913958437946, }
json_stats: {"epoch": 257, "elapsed": 0.09263671899680048, "loss": 2.964730279286083, }
json_stats: {"epoch": 258, "elapsed": 0.09152666700538248, "loss": 2.9762378126731615, }
json_stats: {"epoch": 259, "elapsed": 0.09180579194799066, "loss": 2.9640793850659817, }
json_stats: {"epoch": 260, "elapsed": 0.09239487105514854, "loss": 2.9642879710236842, }
json_stats: {"epoch": 261, "elapsed": 0.0931528409710154, "loss": 2.9731056982763957, }
json_stats: {"epoch": 262, "elapsed": 0.09321183897554874, "loss": 2.961325074522144, }
json_stats: {"epoch": 263, "elapsed": 0.09452421695459634, "loss": 2.965224216815113, }
json_stats: {"epoch": 264, "elapsed": 0.09319475898519158, "loss": 2.971763749083785, }
json_stats: {"epoch": 265, "elapsed": 0.09152015496511012, "loss": 2.9697389291598966, }
json_stats: {"epoch": 266, "elapsed": 0.09378749399911612, "loss": 2.9752764821793547, }
json_stats: {"epoch": 267, "elapsed": 0.09187179198488593, "loss": 2.971952436430323, }
json_stats: {"epoch": 268, "elapsed": 0.0921354420715943, "loss": 2.970120275197958, }
json_stats: {"epoch": 269, "elapsed": 0.09298328799195588, "loss": 2.963991618324727, }
json_stats: {"epoch": 270, "elapsed": 0.09368596400599927, "loss": 2.9609985400646956, }
json_stats: {"epoch": 271, "elapsed": 0.09450401994399726, "loss": 2.9632301211194396, }
json_stats: {"epoch": 272, "elapsed": 0.09275523305404931, "loss": 2.965140443328909, }
json_stats: {"epoch": 273, "elapsed": 0.09371814492624253, "loss": 2.9719224456396565, }
json_stats: {"epoch": 274, "elapsed": 0.09298117295838892, "loss": 2.9715231801602937, }
json_stats: {"epoch": 275, "elapsed": 0.0921272219857201, "loss": 2.971389837753041, }
json_stats: {"epoch": 276, "elapsed": 0.09446695202495903, "loss": 2.9709890424214316, }
json_stats: {"epoch": 277, "elapsed": 0.09204650798346847, "loss": 2.967690227837509, }
json_stats: {"epoch": 278, "elapsed": 0.09385721303988248, "loss": 2.9630109887802694, }
json_stats: {"epoch": 279, "elapsed": 0.09186925110407174, "loss": 2.9690602146579175, }
json_stats: {"epoch": 280, "elapsed": 0.09434626903384924, "loss": 2.9759121500664016, }
json_stats: {"epoch": 281, "elapsed": 0.09324818605091423, "loss": 2.9737161113087915, }
json_stats: {"epoch": 282, "elapsed": 0.09559500706382096, "loss": 2.966637096994052, }
json_stats: {"epoch": 283, "elapsed": 0.09229766100179404, "loss": 2.968991306159643, }
json_stats: {"epoch": 284, "elapsed": 0.0929649380268529, "loss": 2.970869338901308, }
json_stats: {"epoch": 285, "elapsed": 0.093007808085531, "loss": 2.969708565002501, }
json_stats: {"epoch": 286, "elapsed": 0.09342495398595929, "loss": 2.970068837692288, }
json_stats: {"epoch": 287, "elapsed": 0.09419629105832428, "loss": 2.9750085809268763, }
json_stats: {"epoch": 288, "elapsed": 0.09288946609012783, "loss": 2.9630683209474595, }
json_stats: {"epoch": 289, "elapsed": 0.09248354600276798, "loss": 2.9699872837533277, }
json_stats: {"epoch": 290, "elapsed": 0.09248566208407283, "loss": 2.972877215592502, }
json_stats: {"epoch": 291, "elapsed": 0.09514365799259394, "loss": 2.966602496615011, }
json_stats: {"epoch": 292, "elapsed": 0.0915925819426775, "loss": 2.9662554074815883, }
json_stats: {"epoch": 293, "elapsed": 0.09470374695956707, "loss": 2.9701197306238307, }
json_stats: {"epoch": 294, "elapsed": 0.09264297690242529, "loss": 2.9685381140536498, }
json_stats: {"epoch": 295, "elapsed": 0.09331175498664379, "loss": 2.9717356989156, }
json_stats: {"epoch": 296, "elapsed": 0.09296229900792241, "loss": 2.9706680495458944, }
json_stats: {"epoch": 297, "elapsed": 0.09264376107603312, "loss": 2.976560678406791, }
json_stats: {"epoch": 298, "elapsed": 0.09341240499634296, "loss": 2.964518960478514, }
json_stats: {"epoch": 199, "elapsed": 0.09544678800739348, "loss": 2.9737815553644604, "sqnorm_min": 0.02301529014446625, "sqnorm_avg": 1.298770150758501, "sqnorm_max": 3.012745712869185, "mean_rank": 144.91345565749236, "map_rank": 0.0984568284049947, "best": true}
json_stats: {"epoch": 300, "elapsed": 0.09138468198943883, "loss": 2.972599423902774, }
json_stats: {"epoch": 301, "elapsed": 0.08995941199827939, "loss": 2.968356666417111, }
json_stats: {"epoch": 302, "elapsed": 0.09192009607795626, "loss": 2.969564918223227, }
json_stats: {"epoch": 303, "elapsed": 0.09112678200472146, "loss": 2.9793579268910695, }
json_stats: {"epoch": 304, "elapsed": 0.09040048706810921, "loss": 2.967074571173159, }
json_stats: {"epoch": 305, "elapsed": 0.09547379903960973, "loss": 2.968140537811876, }
json_stats: {"epoch": 306, "elapsed": 0.0936130239861086, "loss": 2.972879716660212, }
json_stats: {"epoch": 307, "elapsed": 0.09258506400510669, "loss": 2.9753879156355176, }
json_stats: {"epoch": 308, "elapsed": 0.09339326503686607, "loss": 2.9703828309634313, }
json_stats: {"epoch": 309, "elapsed": 0.09305493196006864, "loss": 2.9717168770321605, }
json_stats: {"epoch": 310, "elapsed": 0.09157698194030672, "loss": 2.9732083485322915, }
json_stats: {"epoch": 311, "elapsed": 0.09362206992227584, "loss": 2.9679713217230077, }
json_stats: {"epoch": 312, "elapsed": 0.09555230406112969, "loss": 2.97072389999765, }
json_stats: {"epoch": 313, "elapsed": 0.0932890500407666, "loss": 2.9635033617862154, }
json_stats: {"epoch": 314, "elapsed": 0.09395676606800407, "loss": 2.9666201024955434, }
json_stats: {"epoch": 315, "elapsed": 0.09417780803050846, "loss": 2.9671480203128064, }
json_stats: {"epoch": 316, "elapsed": 0.09256975504104048, "loss": 2.968917259650847, }
json_stats: {"epoch": 317, "elapsed": 0.09229967906139791, "loss": 2.9712955757301627, }
json_stats: {"epoch": 318, "elapsed": 0.09275306004565209, "loss": 2.9678828394589045, }
json_stats: {"epoch": 319, "elapsed": 0.09214417799375951, "loss": 2.9718074314365115, }
json_stats: {"epoch": 320, "elapsed": 0.09366006997879595, "loss": 2.970218877313626, }
json_stats: {"epoch": 321, "elapsed": 0.09425231500063092, "loss": 2.9708793929303057, }
json_stats: {"epoch": 322, "elapsed": 0.09427466406486928, "loss": 2.9700178671872686, }
json_stats: {"epoch": 323, "elapsed": 0.09282110398635268, "loss": 2.973836362877323, }
json_stats: {"epoch": 324, "elapsed": 0.09220185200683773, "loss": 2.970651715639893, }
json_stats: {"epoch": 325, "elapsed": 0.094865383929573, "loss": 2.971613071507641, }
json_stats: {"epoch": 326, "elapsed": 0.09434841899201274, "loss": 2.967467311701723, }
json_stats: {"epoch": 327, "elapsed": 0.09379691502545029, "loss": 2.9661751446621967, }
json_stats: {"epoch": 328, "elapsed": 0.09307279996573925, "loss": 2.974428080013668, }
json_stats: {"epoch": 329, "elapsed": 0.09551237209234387, "loss": 2.970217678523169, }
json_stats: {"epoch": 330, "elapsed": 0.09118283295538276, "loss": 2.971301383289119, }
json_stats: {"epoch": 331, "elapsed": 0.09475433698389679, "loss": 2.971407732599867, }
json_stats: {"epoch": 332, "elapsed": 0.09353090706281364, "loss": 2.9669714693439233, }
json_stats: {"epoch": 333, "elapsed": 0.09339392906986177, "loss": 2.972251663186711, }
json_stats: {"epoch": 334, "elapsed": 0.09401144296862185, "loss": 2.973174433587237, }
json_stats: {"epoch": 335, "elapsed": 0.09442931995727122, "loss": 2.965876777290296, }
json_stats: {"epoch": 336, "elapsed": 0.10642415401525795, "loss": 2.972132975033772, }
json_stats: {"epoch": 337, "elapsed": 0.10769468604121357, "loss": 2.9719282783274683, }
json_stats: {"epoch": 338, "elapsed": 0.10216829308774322, "loss": 2.9686191659247214, }
json_stats: {"epoch": 339, "elapsed": 0.09514654404483736, "loss": 2.97237210539524, }
json_stats: {"epoch": 340, "elapsed": 0.09606126393191516, "loss": 2.9706393131382223, }
json_stats: {"epoch": 341, "elapsed": 0.09426869999151677, "loss": 2.968173299293179, }
json_stats: {"epoch": 342, "elapsed": 0.09622018598020077, "loss": 2.9762058994135177, }
json_stats: {"epoch": 343, "elapsed": 0.09430715499911457, "loss": 2.9660143986195293, }
json_stats: {"epoch": 344, "elapsed": 0.09445980296004564, "loss": 2.972771971649797, }
json_stats: {"epoch": 345, "elapsed": 0.10631942003965378, "loss": 2.9645438866895746, }
json_stats: {"epoch": 346, "elapsed": 0.0999689259333536, "loss": 2.9651561733549525, }
json_stats: {"epoch": 347, "elapsed": 0.09770783700514585, "loss": 2.971944071073894, }
json_stats: {"epoch": 348, "elapsed": 0.09512097993865609, "loss": 2.9698034160318882, }
json_stats: {"epoch": 349, "elapsed": 0.09774907596874982, "loss": 2.9694295597304348, }
json_stats: {"epoch": 350, "elapsed": 0.09362249204423279, "loss": 2.9651342519090194, }
json_stats: {"epoch": 351, "elapsed": 0.09147424902766943, "loss": 2.9629549145655973, }
json_stats: {"epoch": 352, "elapsed": 0.09203467098996043, "loss": 2.9638955858917315, }
json_stats: {"epoch": 353, "elapsed": 0.09247077698819339, "loss": 2.9711132743275184, }
json_stats: {"epoch": 354, "elapsed": 0.10757486801594496, "loss": 2.968752621906538, }
json_stats: {"epoch": 355, "elapsed": 0.10310410102829337, "loss": 2.964644940522824, }
json_stats: {"epoch": 356, "elapsed": 0.09789091092534363, "loss": 2.9711078679061, }
json_stats: {"epoch": 357, "elapsed": 0.09481279598549008, "loss": 2.968390331887179, }
json_stats: {"epoch": 358, "elapsed": 0.09265148604754359, "loss": 2.9635783772279094, }
json_stats: {"epoch": 359, "elapsed": 0.09295124502386898, "loss": 2.9660691544780375, }
json_stats: {"epoch": 360, "elapsed": 0.09225180000066757, "loss": 2.9666109767045423, }
json_stats: {"epoch": 361, "elapsed": 0.0923900289926678, "loss": 2.969553043734831, }
json_stats: {"epoch": 362, "elapsed": 0.09473968995735049, "loss": 2.969821834735324, }
json_stats: {"epoch": 363, "elapsed": 0.09321716602426022, "loss": 2.9681052880337835, }
json_stats: {"epoch": 364, "elapsed": 0.09240547497756779, "loss": 2.962289440848873, }
json_stats: {"epoch": 365, "elapsed": 0.09094300505239516, "loss": 2.973274415441247, }
json_stats: {"epoch": 366, "elapsed": 0.09480080404318869, "loss": 2.9713910916410304, }
json_stats: {"epoch": 367, "elapsed": 0.0905676269903779, "loss": 2.968453759652302, }
json_stats: {"epoch": 368, "elapsed": 0.09261652000714093, "loss": 2.9730622911326665, }
json_stats: {"epoch": 369, "elapsed": 0.09446616901550442, "loss": 2.973392298083659, }
json_stats: {"epoch": 370, "elapsed": 0.09150283597409725, "loss": 2.972929702923442, }
json_stats: {"epoch": 371, "elapsed": 0.102058693068102, "loss": 2.9661714524119294, }
json_stats: {"epoch": 372, "elapsed": 0.10410840704571456, "loss": 2.969156185577494, }
json_stats: {"epoch": 373, "elapsed": 0.093076464952901, "loss": 2.970695871004651, }
json_stats: {"epoch": 374, "elapsed": 0.09145923901814967, "loss": 2.9683502717721577, }
json_stats: {"epoch": 375, "elapsed": 0.09332674997858703, "loss": 2.9713491560152785, }
json_stats: {"epoch": 376, "elapsed": 0.09947528899647295, "loss": 2.9654803379575463, }
json_stats: {"epoch": 377, "elapsed": 0.10019261797424406, "loss": 2.974593768481766, }
json_stats: {"epoch": 378, "elapsed": 0.0991042930399999, "loss": 2.9675478838043765, }
json_stats: {"epoch": 379, "elapsed": 0.09429873304907233, "loss": 2.9680925347218285, }
json_stats: {"epoch": 380, "elapsed": 0.09294272295664996, "loss": 2.975296778003142, }
json_stats: {"epoch": 381, "elapsed": 0.0944650350138545, "loss": 2.9723027245780096, }
json_stats: {"epoch": 382, "elapsed": 0.09359672095160931, "loss": 2.968321827904568, }
json_stats: {"epoch": 383, "elapsed": 0.09376393305137753, "loss": 2.9704391396526306, }
json_stats: {"epoch": 384, "elapsed": 0.09211787593085319, "loss": 2.9659909089207455, }
json_stats: {"epoch": 385, "elapsed": 0.0947948710527271, "loss": 2.964452019445185, }
json_stats: {"epoch": 386, "elapsed": 0.09264082601293921, "loss": 2.9689520550227946, }
json_stats: {"epoch": 387, "elapsed": 0.09368976694531739, "loss": 2.971079353114582, }
json_stats: {"epoch": 388, "elapsed": 0.09673365601338446, "loss": 2.969266013666111, }
json_stats: {"epoch": 389, "elapsed": 0.09444086602889001, "loss": 2.9766122844742537, }
json_stats: {"epoch": 390, "elapsed": 0.09448943298775703, "loss": 2.973110435842177, }
json_stats: {"epoch": 391, "elapsed": 0.09299235604703426, "loss": 2.96602632070074, }
json_stats: {"epoch": 392, "elapsed": 0.09274570201523602, "loss": 2.9760125741896806, }
json_stats: {"epoch": 393, "elapsed": 0.0943560809828341, "loss": 2.972009071222725, }
json_stats: {"epoch": 394, "elapsed": 0.09202608896885067, "loss": 2.9758469127868237, }
json_stats: {"epoch": 395, "elapsed": 0.09279319096822292, "loss": 2.971976973963812, }
json_stats: {"epoch": 396, "elapsed": 0.09477693901862949, "loss": 2.971324162557102, }
json_stats: {"epoch": 397, "elapsed": 0.09329526894725859, "loss": 2.9621921103031665, }
json_stats: {"epoch": 398, "elapsed": 0.09316865704022348, "loss": 2.96761817838559, }
json_stats: {"epoch": 299, "elapsed": 0.09399021591525525, "loss": 2.9669656950389327, "sqnorm_min": 0.02403218138794631, "sqnorm_avg": 1.3048077576414223, "sqnorm_max": 2.9849075181422586, "mean_rank": 156.4163608562691, "map_rank": 0.09091485713409075, "best": true}
json_stats: {"epoch": 400, "elapsed": 0.08973662497010082, "loss": 2.9686205612446575, }
json_stats: {"epoch": 401, "elapsed": 0.09130766009911895, "loss": 2.9706756722542114, }
json_stats: {"epoch": 402, "elapsed": 0.09091596200596541, "loss": 2.9663398546315682, }
json_stats: {"epoch": 403, "elapsed": 0.09104652306996286, "loss": 2.9619569712004945, }
json_stats: {"epoch": 404, "elapsed": 0.09025636501610279, "loss": 2.9729091872967097, }
json_stats: {"epoch": 405, "elapsed": 0.09018828591797501, "loss": 2.9654133581970523, }
json_stats: {"epoch": 406, "elapsed": 0.09304207493551075, "loss": 2.9735848120926853, }
json_stats: {"epoch": 407, "elapsed": 0.09310463501606137, "loss": 2.970540695465382, }
json_stats: {"epoch": 408, "elapsed": 0.09510611405130476, "loss": 2.9667635246498283, }
json_stats: {"epoch": 409, "elapsed": 0.09385175001807511, "loss": 2.9659829316123574, }
json_stats: {"epoch": 410, "elapsed": 0.0971473689423874, "loss": 2.97050720754065, }
json_stats: {"epoch": 411, "elapsed": 0.09448078100103885, "loss": 2.9673444106945515, }
json_stats: {"epoch": 412, "elapsed": 0.0937607940286398, "loss": 2.970251875342877, }
json_stats: {"epoch": 413, "elapsed": 0.09236818994395435, "loss": 2.9694246412777354, }
json_stats: {"epoch": 414, "elapsed": 0.09493505698628724, "loss": 2.968832887619698, }
json_stats: {"epoch": 415, "elapsed": 0.09305045695509762, "loss": 2.974456485722841, }
json_stats: {"epoch": 416, "elapsed": 0.09520776907447726, "loss": 2.9711203791735623, }
json_stats: {"epoch": 417, "elapsed": 0.09209300193469971, "loss": 2.9618821322974713, }
json_stats: {"epoch": 418, "elapsed": 0.09350118809379637, "loss": 2.971251584105828, }
json_stats: {"epoch": 419, "elapsed": 0.09340970602352172, "loss": 2.972545334671928, }
json_stats: {"epoch": 420, "elapsed": 0.09456895897164941, "loss": 2.9763475088607496, }
json_stats: {"epoch": 421, "elapsed": 0.09355914709158242, "loss": 2.9695284278228624, }
json_stats: {"epoch": 422, "elapsed": 0.09482523205224425, "loss": 2.965942069906968, }
json_stats: {"epoch": 423, "elapsed": 0.09259490098338574, "loss": 2.971363643706613, }
json_stats: {"epoch": 424, "elapsed": 0.09159253106918186, "loss": 2.9677097679235214, }
json_stats: {"epoch": 425, "elapsed": 0.0956697299843654, "loss": 2.9672058035541387, }
json_stats: {"epoch": 426, "elapsed": 0.09425583900883794, "loss": 2.97031854801021, }
json_stats: {"epoch": 427, "elapsed": 0.09437671897467226, "loss": 2.9740102330472467, }
json_stats: {"epoch": 428, "elapsed": 0.09370853693690151, "loss": 2.9720717695151184, }
json_stats: {"epoch": 429, "elapsed": 0.09269756404682994, "loss": 2.9610969936114584, }
json_stats: {"epoch": 430, "elapsed": 0.09173808002378792, "loss": 2.967403237715961, }
json_stats: {"epoch": 431, "elapsed": 0.0958413319895044, "loss": 2.9705177699320697, }
json_stats: {"epoch": 432, "elapsed": 0.09235222393181175, "loss": 2.9720812885840395, }
json_stats: {"epoch": 433, "elapsed": 0.09585476107895374, "loss": 2.9609348961148614, }
json_stats: {"epoch": 434, "elapsed": 0.09278116608038545, "loss": 2.9729768972745823, }
json_stats: {"epoch": 435, "elapsed": 0.09407266310881823, "loss": 2.964597519064639, }
json_stats: {"epoch": 436, "elapsed": 0.09280140395276248, "loss": 2.974316723369411, }
json_stats: {"epoch": 437, "elapsed": 0.09291780309285969, "loss": 2.9732581611775295, }
json_stats: {"epoch": 438, "elapsed": 0.09253282204736024, "loss": 2.9697223303420577, }
json_stats: {"epoch": 439, "elapsed": 0.09473809006158262, "loss": 2.978322723470696, }
json_stats: {"epoch": 440, "elapsed": 0.09312145598232746, "loss": 2.9707451783859953, }
json_stats: {"epoch": 441, "elapsed": 0.09314210503362119, "loss": 2.9681212579969256, }
json_stats: {"epoch": 442, "elapsed": 0.09517613507341594, "loss": 2.96686098024759, }
json_stats: {"epoch": 443, "elapsed": 0.0908831428969279, "loss": 2.9699401338714173, }
json_stats: {"epoch": 444, "elapsed": 0.09279178793076426, "loss": 2.965668704547963, }
json_stats: {"epoch": 445, "elapsed": 0.09261817205697298, "loss": 2.9617373227787853, }
json_stats: {"epoch": 446, "elapsed": 0.09132082795258611, "loss": 2.960253748097385, }
json_stats: {"epoch": 447, "elapsed": 0.09334565396420658, "loss": 2.9760233180433118, }
json_stats: {"epoch": 448, "elapsed": 0.09353809396270663, "loss": 2.971321658198086, }
json_stats: {"epoch": 449, "elapsed": 0.09569133596960455, "loss": 2.977021314331068, }
json_stats: {"epoch": 450, "elapsed": 0.09126163402106613, "loss": 2.9621810893579874, }
json_stats: {"epoch": 451, "elapsed": 0.09461003099568188, "loss": 2.9686088784997757, }
json_stats: {"epoch": 452, "elapsed": 0.09320979402400553, "loss": 2.9743251136794906, }
json_stats: {"epoch": 453, "elapsed": 0.09451570396777242, "loss": 2.969140858135748, }
json_stats: {"epoch": 454, "elapsed": 0.09309114899951965, "loss": 2.969786003145288, }
json_stats: {"epoch": 455, "elapsed": 0.09439958992879838, "loss": 2.9687139297173397, }
json_stats: {"epoch": 456, "elapsed": 0.09321446600370109, "loss": 2.9712320797499743, }
json_stats: {"epoch": 457, "elapsed": 0.09433670900762081, "loss": 2.9674444542343568, }
json_stats: {"epoch": 458, "elapsed": 0.09361457999330014, "loss": 2.9765392512421047, }
json_stats: {"epoch": 459, "elapsed": 0.0949139209697023, "loss": 2.9745477776538225, }
json_stats: {"epoch": 460, "elapsed": 0.09246485901530832, "loss": 2.9700434200900947, }
json_stats: {"epoch": 461, "elapsed": 0.0955852810293436, "loss": 2.9617476700115852, }
json_stats: {"epoch": 462, "elapsed": 0.09385250299237669, "loss": 2.9675817208728006, }
json_stats: {"epoch": 463, "elapsed": 0.0935833000112325, "loss": 2.9637681154983566, }
json_stats: {"epoch": 464, "elapsed": 0.09290279692504555, "loss": 2.9686507294158444, }
json_stats: {"epoch": 465, "elapsed": 0.09591818100307137, "loss": 2.969110640257592, }
json_stats: {"epoch": 466, "elapsed": 0.09236881602555513, "loss": 2.975802796539734, }
json_stats: {"epoch": 467, "elapsed": 0.09541018505115062, "loss": 2.9599724791388162, }
json_stats: {"epoch": 468, "elapsed": 0.09229062695521861, "loss": 2.9652173476867207, }
json_stats: {"epoch": 469, "elapsed": 0.0943927550688386, "loss": 2.9742759809616746, }
json_stats: {"epoch": 470, "elapsed": 0.09318111999891698, "loss": 2.970498900519061, }
json_stats: {"epoch": 471, "elapsed": 0.095362066058442, "loss": 2.971598236661341, }
json_stats: {"epoch": 472, "elapsed": 0.09214806091040373, "loss": 2.962956793523158, }
json_stats: {"epoch": 473, "elapsed": 0.09422748500946909, "loss": 2.967623207792517, }
json_stats: {"epoch": 474, "elapsed": 0.09367980901151896, "loss": 2.9695988809539293, }
json_stats: {"epoch": 475, "elapsed": 0.09257882297970355, "loss": 2.9621596310040217, }
json_stats: {"epoch": 476, "elapsed": 0.09241991606540978, "loss": 2.970679058992997, }
json_stats: {"epoch": 477, "elapsed": 0.09480492200236768, "loss": 2.9717090219238593, }
json_stats: {"epoch": 478, "elapsed": 0.09456693707033992, "loss": 2.97091108251053, }
json_stats: {"epoch": 479, "elapsed": 0.09257648000493646, "loss": 2.962886034327721, }
json_stats: {"epoch": 480, "elapsed": 0.09318760805763304, "loss": 2.9653268094793797, }
json_stats: {"epoch": 481, "elapsed": 0.08961113495752215, "loss": 2.967775950656177, }
json_stats: {"epoch": 482, "elapsed": 0.09527630393858999, "loss": 2.9695913868861954, }
json_stats: {"epoch": 483, "elapsed": 0.09328978403937072, "loss": 2.9685114454334607, }
json_stats: {"epoch": 484, "elapsed": 0.09290659998077899, "loss": 2.9672904466205248, }
json_stats: {"epoch": 485, "elapsed": 0.09167895396240056, "loss": 2.9679734719428885, }
json_stats: {"epoch": 486, "elapsed": 0.09120215498842299, "loss": 2.964021320895111, }
json_stats: {"epoch": 487, "elapsed": 0.0965590380365029, "loss": 2.971736709008032, }
json_stats: {"epoch": 488, "elapsed": 0.09172969299834222, "loss": 2.973715794289603, }
json_stats: {"epoch": 489, "elapsed": 0.09643868810962886, "loss": 2.967264715756082, }
json_stats: {"epoch": 490, "elapsed": 0.0922363200224936, "loss": 2.97237762694004, }
json_stats: {"epoch": 491, "elapsed": 0.09628472698386759, "loss": 2.968029030118686, }
json_stats: {"epoch": 492, "elapsed": 0.09246051800437272, "loss": 2.9707443275677123, }
json_stats: {"epoch": 493, "elapsed": 0.09292463900055736, "loss": 2.9690879159949994, }
json_stats: {"epoch": 494, "elapsed": 0.09332624706439674, "loss": 2.972049962139407, }
json_stats: {"epoch": 495, "elapsed": 0.09326458594296128, "loss": 2.966114399825842, }
json_stats: {"epoch": 496, "elapsed": 0.09238039806950837, "loss": 2.964900354673462, }
json_stats: {"epoch": 497, "elapsed": 0.09501248504966497, "loss": 2.9678148630474603, }
json_stats: {"epoch": 498, "elapsed": 0.09218387492001057, "loss": 2.972544266099891, }
json_stats: {"epoch": 399, "elapsed": 0.09302608692087233, "loss": 2.9678891915590966, "sqnorm_min": 0.016388155828809918, "sqnorm_avg": 1.3053364013969828, "sqnorm_max": 3.030229946253746, "mean_rank": 147.54969418960243, "map_rank": 0.08581949017351549, "best": false}
json_stats: {"epoch": 500, "elapsed": 0.0900273360311985, "loss": 2.9684532333864557, }
json_stats: {"epoch": 501, "elapsed": 0.09147158090490848, "loss": 2.9749561841633065, }
json_stats: {"epoch": 502, "elapsed": 0.09205323597416282, "loss": 2.9700699572302165, }
json_stats: {"epoch": 503, "elapsed": 0.09099369496107101, "loss": 2.968123225554121, }
json_stats: {"epoch": 504, "elapsed": 0.09020498907193542, "loss": 2.9646889788216972, }
json_stats: {"epoch": 505, "elapsed": 0.09078878804575652, "loss": 2.969004789657054, }
json_stats: {"epoch": 506, "elapsed": 0.09300129197072238, "loss": 2.9685007706735744, }
json_stats: {"epoch": 507, "elapsed": 0.0969240739941597, "loss": 2.9714626908655974, }
json_stats: {"epoch": 508, "elapsed": 0.09409021702595055, "loss": 2.9749567754959467, }
json_stats: {"epoch": 509, "elapsed": 0.09429969801567495, "loss": 2.9733827597918423, }
json_stats: {"epoch": 510, "elapsed": 0.09341967303771526, "loss": 2.9616899734096744, }
json_stats: {"epoch": 511, "elapsed": 0.09395555302035064, "loss": 2.973802592019003, }
json_stats: {"epoch": 512, "elapsed": 0.09443808498326689, "loss": 2.9637097576403306, }
json_stats: {"epoch": 513, "elapsed": 0.09452933201100677, "loss": 2.9714585825631055, }
json_stats: {"epoch": 514, "elapsed": 0.09251985407900065, "loss": 2.9709632384192277, }
json_stats: {"epoch": 515, "elapsed": 0.0963529369328171, "loss": 2.9713969294900595, }
json_stats: {"epoch": 516, "elapsed": 0.09370659198611975, "loss": 2.97057179597289, }
json_stats: {"epoch": 517, "elapsed": 0.09409789403434843, "loss": 2.967662803710745, }
json_stats: {"epoch": 518, "elapsed": 0.09215964504983276, "loss": 2.978005176176124, }
json_stats: {"epoch": 519, "elapsed": 0.09213039907626808, "loss": 2.9722248083400244, }
json_stats: {"epoch": 520, "elapsed": 0.09246449498459697, "loss": 2.9750751498022767, }
json_stats: {"epoch": 521, "elapsed": 0.09234687802381814, "loss": 2.9723307394909084, }
json_stats: {"epoch": 522, "elapsed": 0.09289861400611699, "loss": 2.9668086583555904, }
json_stats: {"epoch": 523, "elapsed": 0.09263859002385288, "loss": 2.968030883761101, }
json_stats: {"epoch": 524, "elapsed": 0.09443267504684627, "loss": 2.9679612907647166, }
json_stats: {"epoch": 525, "elapsed": 0.09418179502245039, "loss": 2.968607565438868, }
json_stats: {"epoch": 526, "elapsed": 0.0947151449508965, "loss": 2.9736738746826887, }
json_stats: {"epoch": 527, "elapsed": 0.09518913796637207, "loss": 2.9714755232254375, }
json_stats: {"epoch": 528, "elapsed": 0.0937407569726929, "loss": 2.963246961188673, }
json_stats: {"epoch": 529, "elapsed": 0.09213882696349174, "loss": 2.9646409240781804, }
json_stats: {"epoch": 530, "elapsed": 0.09369753405917436, "loss": 2.9661269872642433, }
json_stats: {"epoch": 531, "elapsed": 0.09476721403189003, "loss": 2.962354980032481, }
json_stats: {"epoch": 532, "elapsed": 0.09614289202727377, "loss": 2.9685297542592695, }
json_stats: {"epoch": 533, "elapsed": 0.09154247399419546, "loss": 2.9697621874677114, }
json_stats: {"epoch": 534, "elapsed": 0.0951597950188443, "loss": 2.967053256758359, }
json_stats: {"epoch": 535, "elapsed": 0.09229821898043156, "loss": 2.9712660746841744, }
json_stats: {"epoch": 536, "elapsed": 0.09460612898692489, "loss": 2.967155428841742, }
json_stats: {"epoch": 537, "elapsed": 0.09136648697312921, "loss": 2.9721457118672205, }
json_stats: {"epoch": 538, "elapsed": 0.09187681402545422, "loss": 2.9626956614984, }
json_stats: {"epoch": 539, "elapsed": 0.09089762601070106, "loss": 2.9683536543593005, }
json_stats: {"epoch": 540, "elapsed": 0.09392209502402693, "loss": 2.973041746078865, }
json_stats: {"epoch": 541, "elapsed": 0.09481689089443535, "loss": 2.9708061943260744, }
json_stats: {"epoch": 542, "elapsed": 0.09281967696733773, "loss": 2.967374459248544, }
json_stats: {"epoch": 543, "elapsed": 0.0960083770332858, "loss": 2.970543645046702, }
json_stats: {"epoch": 544, "elapsed": 0.09217379405163229, "loss": 2.968161908405916, }
json_stats: {"epoch": 545, "elapsed": 0.09572494903113693, "loss": 2.9794321927401515, }
json_stats: {"epoch": 546, "elapsed": 0.0921468990854919, "loss": 2.9748747973311582, }
json_stats: {"epoch": 547, "elapsed": 0.09498635795898736, "loss": 2.9683170954444993, }
json_stats: {"epoch": 548, "elapsed": 0.09341315308120102, "loss": 2.9674862943623124, }
json_stats: {"epoch": 549, "elapsed": 0.09385967603884637, "loss": 2.961385125881365, }
json_stats: {"epoch": 550, "elapsed": 0.09338704508263618, "loss": 2.971137925782692, }
json_stats: {"epoch": 551, "elapsed": 0.09701937693171203, "loss": 2.9653326941623073, }
json_stats: {"epoch": 552, "elapsed": 0.09205694100819528, "loss": 2.9633598036338533, }
json_stats: {"epoch": 553, "elapsed": 0.09342258190736175, "loss": 2.974117329285955, }
json_stats: {"epoch": 554, "elapsed": 0.09337621997110546, "loss": 2.9691349168857286, }
json_stats: {"epoch": 555, "elapsed": 0.09355563391000032, "loss": 2.9648573968661713, }
json_stats: {"epoch": 556, "elapsed": 0.09137753897812217, "loss": 2.966227443341152, }
json_stats: {"epoch": 557, "elapsed": 0.09139034291729331, "loss": 2.967515380211503, }
json_stats: {"epoch": 558, "elapsed": 0.09198688890319318, "loss": 2.9667043208972252, }
json_stats: {"epoch": 559, "elapsed": 0.09140386700164527, "loss": 2.962567765042537, }
json_stats: {"epoch": 560, "elapsed": 0.0931453020311892, "loss": 2.968391787569973, }
json_stats: {"epoch": 561, "elapsed": 0.09446624794509262, "loss": 2.9680616569543523, }
json_stats: {"epoch": 562, "elapsed": 0.0938503670040518, "loss": 2.9737811243409116, }
json_stats: {"epoch": 563, "elapsed": 0.09255591395776719, "loss": 2.9721186955855456, }
json_stats: {"epoch": 564, "elapsed": 0.08973432402126491, "loss": 2.9662636623251126, }
json_stats: {"epoch": 565, "elapsed": 0.09386623196769506, "loss": 2.9633615862321916, }
json_stats: {"epoch": 566, "elapsed": 0.0922996720764786, "loss": 2.97126971944994, }
json_stats: {"epoch": 567, "elapsed": 0.09330760303419083, "loss": 2.963246718413493, }
json_stats: {"epoch": 568, "elapsed": 0.0911680149147287, "loss": 2.96470769223707, }
json_stats: {"epoch": 569, "elapsed": 0.09366333403158933, "loss": 2.97157503833263, }
json_stats: {"epoch": 570, "elapsed": 0.09367610898334533, "loss": 2.9711280114932177, }
json_stats: {"epoch": 571, "elapsed": 0.09243731002788991, "loss": 2.9635985306960815, }
json_stats: {"epoch": 572, "elapsed": 0.09400752105284482, "loss": 2.966543089495842, }
json_stats: {"epoch": 573, "elapsed": 0.092184754088521, "loss": 2.9635490252483554, }
json_stats: {"epoch": 574, "elapsed": 0.09336896089371294, "loss": 2.9705299177614775, }
json_stats: {"epoch": 575, "elapsed": 0.09430613194126636, "loss": 2.967238109591247, }
json_stats: {"epoch": 576, "elapsed": 0.09416698501445353, "loss": 2.966422497970505, }
json_stats: {"epoch": 577, "elapsed": 0.09352743695490062, "loss": 2.964815865563307, }
json_stats: {"epoch": 578, "elapsed": 0.09299052599817514, "loss": 2.9695425762079153, }
json_stats: {"epoch": 579, "elapsed": 0.09417309402488172, "loss": 2.9714038162883423, }
json_stats: {"epoch": 580, "elapsed": 0.09259281994309276, "loss": 2.9700565927406966, }
json_stats: {"epoch": 581, "elapsed": 0.09143824398051947, "loss": 2.970002255840209, }
json_stats: {"epoch": 582, "elapsed": 0.09395188500639051, "loss": 2.9676922832463415, }
json_stats: {"epoch": 583, "elapsed": 0.09315272001549602, "loss": 2.9669665183275056, }
json_stats: {"epoch": 584, "elapsed": 0.09318452700972557, "loss": 2.969605767940852, }
json_stats: {"epoch": 585, "elapsed": 0.09438117290847003, "loss": 2.9694054336515614, }
json_stats: {"epoch": 586, "elapsed": 0.0943217360181734, "loss": 2.958503709679606, }
json_stats: {"epoch": 587, "elapsed": 0.0909519080305472, "loss": 2.9769166334439743, }
json_stats: {"epoch": 588, "elapsed": 0.09577571297995746, "loss": 2.974022734606018, }
json_stats: {"epoch": 589, "elapsed": 0.09398116101510823, "loss": 2.959119020353548, }
json_stats: {"epoch": 590, "elapsed": 0.09374388610012829, "loss": 2.971512400096291, }
json_stats: {"epoch": 591, "elapsed": 0.0916901690652594, "loss": 2.9732238130187842, }
json_stats: {"epoch": 592, "elapsed": 0.09311490203253925, "loss": 2.965569418232276, }
json_stats: {"epoch": 593, "elapsed": 0.09311725699808449, "loss": 2.9703236542160787, }
json_stats: {"epoch": 594, "elapsed": 0.09161082108039409, "loss": 2.9653501470049046, }
json_stats: {"epoch": 595, "elapsed": 0.09319380403030664, "loss": 2.972314473483739, }
json_stats: {"epoch": 596, "elapsed": 0.0934928460046649, "loss": 2.963488443116343, }
json_stats: {"epoch": 597, "elapsed": 0.09375211095903069, "loss": 2.9784792336135677, }
json_stats: {"epoch": 598, "elapsed": 0.09313704306259751, "loss": 2.9674475527505937, }
json_stats: {"epoch": 499, "elapsed": 0.09193225903436542, "loss": 2.9727484511716287, "sqnorm_min": 0.012060060910871301, "sqnorm_avg": 1.305431484760711, "sqnorm_max": 3.0543086833901625, "mean_rank": 152.09097859327218, "map_rank": 0.08904491131190516, "best": false}
json_stats: {"epoch": 600, "elapsed": 0.09078565100207925, "loss": 2.968437854854993, }
json_stats: {"epoch": 601, "elapsed": 0.09194521605968475, "loss": 2.9691921063441185, }
json_stats: {"epoch": 602, "elapsed": 0.08928869501687586, "loss": 2.9706556298767217, }
json_stats: {"epoch": 603, "elapsed": 0.09231022698804736, "loss": 2.9695349605220756, }
json_stats: {"epoch": 604, "elapsed": 0.09175090002827346, "loss": 2.966294191711431, }
json_stats: {"epoch": 605, "elapsed": 0.09100731799844652, "loss": 2.966217372533731, }
json_stats: {"epoch": 606, "elapsed": 0.09310348890721798, "loss": 2.9691845979186207, }
json_stats: {"epoch": 607, "elapsed": 0.09345671709161252, "loss": 2.9626766640948263, }
json_stats: {"epoch": 608, "elapsed": 0.09018155292142183, "loss": 2.9663700804265822, }
json_stats: {"epoch": 609, "elapsed": 0.09453719994053245, "loss": 2.9692642453199216, }
json_stats: {"epoch": 610, "elapsed": 0.09384968795347959, "loss": 2.972247052346726, }
json_stats: {"epoch": 611, "elapsed": 0.09531067498028278, "loss": 2.970156247886101, }
json_stats: {"epoch": 612, "elapsed": 0.09371678496245295, "loss": 2.971047356636785, }
json_stats: {"epoch": 613, "elapsed": 0.09388794109690934, "loss": 2.969827178547816, }
json_stats: {"epoch": 614, "elapsed": 0.09374236792791635, "loss": 2.97358196841177, }
json_stats: {"epoch": 615, "elapsed": 0.09398123505525291, "loss": 2.9702530775313982, }
json_stats: {"epoch": 616, "elapsed": 0.09206224710214883, "loss": 2.965255593104912, }
json_stats: {"epoch": 617, "elapsed": 0.09298831596970558, "loss": 2.971106468466391, }
json_stats: {"epoch": 618, "elapsed": 0.09312653192318976, "loss": 2.9679290758158112, }
json_stats: {"epoch": 619, "elapsed": 0.09336681896820664, "loss": 2.9657125902417203, }
json_stats: {"epoch": 620, "elapsed": 0.09345824702177197, "loss": 2.965386863963657, }
json_stats: {"epoch": 621, "elapsed": 0.09424472297541797, "loss": 2.972945924172508, }
json_stats: {"epoch": 622, "elapsed": 0.09424418699927628, "loss": 2.972980470976293, }
json_stats: {"epoch": 623, "elapsed": 0.09490197501145303, "loss": 2.9710737597690735, }
json_stats: {"epoch": 624, "elapsed": 0.09360416198614985, "loss": 2.9654790277359617, }
json_stats: {"epoch": 625, "elapsed": 0.09425219404511154, "loss": 2.9657644266761927, }
json_stats: {"epoch": 626, "elapsed": 0.09275937196798623, "loss": 2.967816401227638, }
json_stats: {"epoch": 627, "elapsed": 0.09328610496595502, "loss": 2.9697385293589282, }
json_stats: {"epoch": 628, "elapsed": 0.09553527005482465, "loss": 2.9651677849159777, }
json_stats: {"epoch": 629, "elapsed": 0.09351836901623756, "loss": 2.970804892954322, }
json_stats: {"epoch": 630, "elapsed": 0.0972567000426352, "loss": 2.9714219574255742, }
json_stats: {"epoch": 631, "elapsed": 0.09377845795825124, "loss": 2.9627915057973175, }
json_stats: {"epoch": 632, "elapsed": 0.09728059300687164, "loss": 2.973336197431543, }
json_stats: {"epoch": 633, "elapsed": 0.09216051094699651, "loss": 2.967532785482611, }
json_stats: {"epoch": 634, "elapsed": 0.09531045705080032, "loss": 2.963197088589167, }
json_stats: {"epoch": 635, "elapsed": 0.0947250840254128, "loss": 2.974352108974021, }
json_stats: {"epoch": 636, "elapsed": 0.09272875392343849, "loss": 2.969062924807108, }
json_stats: {"epoch": 637, "elapsed": 0.09389168990310282, "loss": 2.9622349227915845, }
json_stats: {"epoch": 638, "elapsed": 0.09459744801279157, "loss": 2.9685557501107898, }
json_stats: {"epoch": 639, "elapsed": 0.09501473605632782, "loss": 2.9623802387243625, }
json_stats: {"epoch": 640, "elapsed": 0.09297131199855357, "loss": 2.973952732510554, }
json_stats: {"epoch": 641, "elapsed": 0.0928336629876867, "loss": 2.9687042689361043, }
json_stats: {"epoch": 642, "elapsed": 0.09326482703909278, "loss": 2.9727596158226977, }
json_stats: {"epoch": 643, "elapsed": 0.09271689900197089, "loss": 2.969321736518581, }
json_stats: {"epoch": 644, "elapsed": 0.09263035305775702, "loss": 2.966869802510505, }
json_stats: {"epoch": 645, "elapsed": 0.09006172092631459, "loss": 2.9716331423281233, }
json_stats: {"epoch": 646, "elapsed": 0.09026456100400537, "loss": 2.966313155233293, }
json_stats: {"epoch": 647, "elapsed": 0.09266032895538956, "loss": 2.9663865003644854, }
json_stats: {"epoch": 648, "elapsed": 0.09395292098633945, "loss": 2.9720610529795937, }
json_stats: {"epoch": 649, "elapsed": 0.09194351604674011, "loss": 2.973790754374848, }
json_stats: {"epoch": 650, "elapsed": 0.09458821697626263, "loss": 2.9679523754152957, }
json_stats: {"epoch": 651, "elapsed": 0.09217171091586351, "loss": 2.96335603485485, }
json_stats: {"epoch": 652, "elapsed": 0.09440610092133284, "loss": 2.9704597712145144, }
json_stats: {"epoch": 653, "elapsed": 0.0920125360134989, "loss": 2.9643176430655562, }
json_stats: {"epoch": 654, "elapsed": 0.09484130004420877, "loss": 2.972743179867631, }
json_stats: {"epoch": 655, "elapsed": 0.09263066702987999, "loss": 2.9730529734866677, }
json_stats: {"epoch": 656, "elapsed": 0.09354735107626766, "loss": 2.969743238548863, }
json_stats: {"epoch": 657, "elapsed": 0.0919844419695437, "loss": 2.9691140249612213, }
json_stats: {"epoch": 658, "elapsed": 0.09293210797477514, "loss": 2.963443930270988, }
json_stats: {"epoch": 659, "elapsed": 0.09143758600112051, "loss": 2.9716194455516445, }
json_stats: {"epoch": 660, "elapsed": 0.09339783294126391, "loss": 2.964957446832279, }
json_stats: {"epoch": 661, "elapsed": 0.09537475393153727, "loss": 2.9731780296232184, }
json_stats: {"epoch": 662, "elapsed": 0.09253060293849558, "loss": 2.9693774303056366, }
json_stats: {"epoch": 663, "elapsed": 0.09463815006893128, "loss": 2.9683058626123504, }
json_stats: {"epoch": 664, "elapsed": 0.09581154200714082, "loss": 2.969428289539163, }
json_stats: {"epoch": 665, "elapsed": 0.0968038389692083, "loss": 2.9649926319298356, }
json_stats: {"epoch": 666, "elapsed": 0.09708783903624862, "loss": 2.9742042392293677, }
json_stats: {"epoch": 667, "elapsed": 0.09621102805249393, "loss": 2.967422150066672, }
json_stats: {"epoch": 668, "elapsed": 0.09446159808430821, "loss": 2.9548356861269482, }
json_stats: {"epoch": 669, "elapsed": 0.09305232402402908, "loss": 2.9639321362421844, }
json_stats: {"epoch": 670, "elapsed": 0.09341147099621594, "loss": 2.962678460853187, }
json_stats: {"epoch": 671, "elapsed": 0.0905038749333471, "loss": 2.969149661236693, }
json_stats: {"epoch": 672, "elapsed": 0.0931974679697305, "loss": 2.9690616647845682, }
json_stats: {"epoch": 673, "elapsed": 0.09217569092288613, "loss": 2.9670997889287043, }
json_stats: {"epoch": 674, "elapsed": 0.09514502703677863, "loss": 2.9675581256349988, }
json_stats: {"epoch": 675, "elapsed": 0.09253802290186286, "loss": 2.970149390241764, }
json_stats: {"epoch": 676, "elapsed": 0.09372347604949027, "loss": 2.9624339939424464, }
json_stats: {"epoch": 677, "elapsed": 0.09412171493750066, "loss": 2.9697103981663466, }
json_stats: {"epoch": 678, "elapsed": 0.09102099295705557, "loss": 2.9767615260203795, }
json_stats: {"epoch": 679, "elapsed": 0.093767691985704, "loss": 2.96797056346566, }
json_stats: {"epoch": 680, "elapsed": 0.09139720897655934, "loss": 2.964383381424767, }
json_stats: {"epoch": 681, "elapsed": 0.094315898953937, "loss": 2.9674986121927445, }
json_stats: {"epoch": 682, "elapsed": 0.0926748919300735, "loss": 2.9626906883699395, }
json_stats: {"epoch": 683, "elapsed": 0.092482217005454, "loss": 2.962133469783817, }
json_stats: {"epoch": 684, "elapsed": 0.09076754306443036, "loss": 2.9676079405953186, }
json_stats: {"epoch": 685, "elapsed": 0.0934710530564189, "loss": 2.9641068573272418, }
json_stats: {"epoch": 686, "elapsed": 0.09491556498687714, "loss": 2.9726353786144264, }
json_stats: {"epoch": 687, "elapsed": 0.09195508598349988, "loss": 2.965022466220763, }
json_stats: {"epoch": 688, "elapsed": 0.09202167694456875, "loss": 2.974004802086541, }
json_stats: {"epoch": 689, "elapsed": 0.0922237440245226, "loss": 2.971521703540177, }
json_stats: {"epoch": 690, "elapsed": 0.09276958194095641, "loss": 2.970136218585926, }
json_stats: {"epoch": 691, "elapsed": 0.09474032802972943, "loss": 2.9704863622084337, }
json_stats: {"epoch": 692, "elapsed": 0.09388540196232498, "loss": 2.9742135033587074, }
json_stats: {"epoch": 693, "elapsed": 0.09361055796034634, "loss": 2.964857627828132, }
json_stats: {"epoch": 694, "elapsed": 0.09410217893309891, "loss": 2.977839904272583, }
json_stats: {"epoch": 695, "elapsed": 0.09377026802394539, "loss": 2.970457799834622, }
json_stats: {"epoch": 696, "elapsed": 0.09302264801226556, "loss": 2.962328214744174, }
json_stats: {"epoch": 697, "elapsed": 0.09360200795345008, "loss": 2.9707321483863076, }
json_stats: {"epoch": 698, "elapsed": 0.09268860798329115, "loss": 2.9676923545155236, }
json_stats: {"epoch": 599, "elapsed": 0.09333845297805965, "loss": 2.966733810297074, "sqnorm_min": 0.015448992746828942, "sqnorm_avg": 1.3072493893778803, "sqnorm_max": 3.017256582577392, "mean_rank": 153.18562691131498, "map_rank": 0.08852236473662047, "best": true}
json_stats: {"epoch": 700, "elapsed": 0.09121685905847698, "loss": 2.964893735831584, }
json_stats: {"epoch": 701, "elapsed": 0.09075304900761694, "loss": 2.968963588131766, }
json_stats: {"epoch": 702, "elapsed": 0.09200288692954928, "loss": 2.9686474638159623, }
json_stats: {"epoch": 703, "elapsed": 0.0913741810945794, "loss": 2.9690983158403226, }
json_stats: {"epoch": 704, "elapsed": 0.09180947893764824, "loss": 2.966897413940095, }
json_stats: {"epoch": 705, "elapsed": 0.09161674603819847, "loss": 2.966271407862066, }
json_stats: {"epoch": 706, "elapsed": 0.09424290002789348, "loss": 2.9673296826694453, }
json_stats: {"epoch": 707, "elapsed": 0.09290773794054985, "loss": 2.9724292261337073, }
json_stats: {"epoch": 708, "elapsed": 0.09388203697744757, "loss": 2.9689040590841476, }
json_stats: {"epoch": 709, "elapsed": 0.09077942394651473, "loss": 2.971134566918304, }
json_stats: {"epoch": 710, "elapsed": 0.09340444894041866, "loss": 2.9721016425800477, }
json_stats: {"epoch": 711, "elapsed": 0.09412645094562322, "loss": 2.9680183052530924, }
json_stats: {"epoch": 712, "elapsed": 0.09270852210465819, "loss": 2.969971024063801, }
json_stats: {"epoch": 713, "elapsed": 0.09349522402044386, "loss": 2.9677934682522125, }
json_stats: {"epoch": 714, "elapsed": 0.09502859506756067, "loss": 2.9696543856303075, }
json_stats: {"epoch": 715, "elapsed": 0.09617735503707081, "loss": 2.970919864250456, }
json_stats: {"epoch": 716, "elapsed": 0.09208662901073694, "loss": 2.96640432611719, }
json_stats: {"epoch": 717, "elapsed": 0.09358566999435425, "loss": 2.961753913385773, }
json_stats: {"epoch": 718, "elapsed": 0.09229299589060247, "loss": 2.9601384404258324, }
json_stats: {"epoch": 719, "elapsed": 0.09337536501698196, "loss": 2.9699520031199462, }
json_stats: {"epoch": 720, "elapsed": 0.09424808691255748, "loss": 2.965583281779198, }
json_stats: {"epoch": 721, "elapsed": 0.09493727795779705, "loss": 2.969895058770894, }
json_stats: {"epoch": 722, "elapsed": 0.09038644400425255, "loss": 2.9673121591415814, }
json_stats: {"epoch": 723, "elapsed": 0.0929659700486809, "loss": 2.9702818395894752, }
json_stats: {"epoch": 724, "elapsed": 0.09279010305181146, "loss": 2.9709937838183045, }
json_stats: {"epoch": 725, "elapsed": 0.09114069305360317, "loss": 2.968524033526706, }
json_stats: {"epoch": 726, "elapsed": 0.09449557098560035, "loss": 2.9716354435316368, }
json_stats: {"epoch": 727, "elapsed": 0.09323804604355246, "loss": 2.972016056611353, }
json_stats: {"epoch": 728, "elapsed": 0.09511703392490745, "loss": 2.9711520215730904, }
json_stats: {"epoch": 729, "elapsed": 0.09251566207967699, "loss": 2.9719496591064387, }
json_stats: {"epoch": 730, "elapsed": 0.09499137999955565, "loss": 2.966540379866447, }
json_stats: {"epoch": 731, "elapsed": 0.0932958519551903, "loss": 2.969280703291194, }
json_stats: {"epoch": 732, "elapsed": 0.09448867000173777, "loss": 2.97475758243819, }
json_stats: {"epoch": 733, "elapsed": 0.09266896790359169, "loss": 2.9657891840457977, }
json_stats: {"epoch": 734, "elapsed": 0.09321029298007488, "loss": 2.9674275527602085, }
json_stats: {"epoch": 735, "elapsed": 0.09360126499086618, "loss": 2.9631767705208616, }
json_stats: {"epoch": 736, "elapsed": 0.09322032704949379, "loss": 2.965075442504077, }
json_stats: {"epoch": 737, "elapsed": 0.0942804740043357, "loss": 2.9716556202473594, }
json_stats: {"epoch": 738, "elapsed": 0.09242813405580819, "loss": 2.9628490648313757, }
json_stats: {"epoch": 739, "elapsed": 0.09353138506412506, "loss": 2.971971784008305, }
json_stats: {"epoch": 740, "elapsed": 0.09248024702537805, "loss": 2.9664744322520784, }
json_stats: {"epoch": 741, "elapsed": 0.09404761297628284, "loss": 2.9701328532074114, }
json_stats: {"epoch": 742, "elapsed": 0.09369884699117392, "loss": 2.957560933474464, }
json_stats: {"epoch": 743, "elapsed": 0.09781465190462768, "loss": 2.972034258163491, }
json_stats: {"epoch": 744, "elapsed": 0.09410848305560648, "loss": 2.970467891157301, }
json_stats: {"epoch": 745, "elapsed": 0.0931774260243401, "loss": 2.968326352116932, }
json_stats: {"epoch": 746, "elapsed": 0.09192206000443548, "loss": 2.9676702578943357, }
json_stats: {"epoch": 747, "elapsed": 0.09323750401381403, "loss": 2.9656391164896307, }
json_stats: {"epoch": 748, "elapsed": 0.0941329050110653, "loss": 2.9684169113958965, }
json_stats: {"epoch": 749, "elapsed": 0.09491366392467171, "loss": 2.972563219058858, }
json_stats: {"epoch": 750, "elapsed": 0.09381403308361769, "loss": 2.967242870045498, }
json_stats: {"epoch": 751, "elapsed": 0.09527167596388608, "loss": 2.9725187681775376, }
json_stats: {"epoch": 752, "elapsed": 0.09636380698066205, "loss": 2.9676391628988483, }
json_stats: {"epoch": 753, "elapsed": 0.09804009401705116, "loss": 2.9697703141924543, }
json_stats: {"epoch": 754, "elapsed": 0.09700444794725627, "loss": 2.9653506016058953, }
json_stats: {"epoch": 755, "elapsed": 0.09310686192475259, "loss": 2.962811136017767, }
json_stats: {"epoch": 756, "elapsed": 0.0999139939667657, "loss": 2.9696999918219995, }
json_stats: {"epoch": 757, "elapsed": 0.10013681894633919, "loss": 2.9735327174040798, }
json_stats: {"epoch": 758, "elapsed": 0.10057702602352947, "loss": 2.9644766377203413, }
json_stats: {"epoch": 759, "elapsed": 0.09579120890703052, "loss": 2.975205913053603, }
json_stats: {"epoch": 760, "elapsed": 0.09427444799803197, "loss": 2.971246470219979, }
json_stats: {"epoch": 761, "elapsed": 0.09395152202341706, "loss": 2.964200291910908, }
json_stats: {"epoch": 762, "elapsed": 0.09284402802586555, "loss": 2.963772391546825, }
json_stats: {"epoch": 763, "elapsed": 0.09306402096990496, "loss": 2.963674166399611, }
json_stats: {"epoch": 764, "elapsed": 0.09255142498295754, "loss": 2.9674409144652727, }
json_stats: {"epoch": 765, "elapsed": 0.0934842280112207, "loss": 2.9701962732810525, }
json_stats: {"epoch": 766, "elapsed": 0.0944248849991709, "loss": 2.975945098843941, }
json_stats: {"epoch": 767, "elapsed": 0.09302990196738392, "loss": 2.968814000329177, }
json_stats: {"epoch": 768, "elapsed": 0.09353969991207123, "loss": 2.971197111641177, }
json_stats: {"epoch": 769, "elapsed": 0.09397422207985073, "loss": 2.971585625314774, }
json_stats: {"epoch": 770, "elapsed": 0.09411652106791735, "loss": 2.97130180216943, }
json_stats: {"epoch": 771, "elapsed": 0.09294106997549534, "loss": 2.9658026170676766, }
json_stats: {"epoch": 772, "elapsed": 0.09358122595585883, "loss": 2.9664492046557913, }
json_stats: {"epoch": 773, "elapsed": 0.09715942200273275, "loss": 2.966926298203491, }
json_stats: {"epoch": 774, "elapsed": 0.09870138706173748, "loss": 2.9660814700340983, }
json_stats: {"epoch": 775, "elapsed": 0.09473355894442648, "loss": 2.963085880720783, }
json_stats: {"epoch": 776, "elapsed": 0.09111386106815189, "loss": 2.9688918815178167, }
json_stats: {"epoch": 777, "elapsed": 0.09397420205641538, "loss": 2.9680801895830498, }
json_stats: {"epoch": 778, "elapsed": 0.09388220892287791, "loss": 2.9680251995205835, }
json_stats: {"epoch": 779, "elapsed": 0.09244866704102606, "loss": 2.9715314362070098, }
json_stats: {"epoch": 780, "elapsed": 0.09540155797731131, "loss": 2.9651825606888558, }
json_stats: {"epoch": 781, "elapsed": 0.09396436100360006, "loss": 2.9716298725632857, }
json_stats: {"epoch": 782, "elapsed": 0.09256883605848998, "loss": 2.9658035113832746, }
json_stats: {"epoch": 783, "elapsed": 0.09453344100620598, "loss": 2.9667958981104294, }
json_stats: {"epoch": 784, "elapsed": 0.0937093299580738, "loss": 2.9661777798435036, }
json_stats: {"epoch": 785, "elapsed": 0.09192375803831965, "loss": 2.965647846898179, }
json_stats: {"epoch": 786, "elapsed": 0.09262443601619452, "loss": 2.9673572486146313, }
json_stats: {"epoch": 787, "elapsed": 0.09309461701195687, "loss": 2.9642379185386365, }
json_stats: {"epoch": 788, "elapsed": 0.09284830105025321, "loss": 2.9765581005532846, }
json_stats: {"epoch": 789, "elapsed": 0.09469530207570642, "loss": 2.971677211115255, }
json_stats: {"epoch": 790, "elapsed": 0.09368251194246113, "loss": 2.9697660203324245, }
json_stats: {"epoch": 791, "elapsed": 0.0934113449184224, "loss": 2.9661623107375124, }
json_stats: {"epoch": 792, "elapsed": 0.09147016901988536, "loss": 2.9720930921192803, }
json_stats: {"epoch": 793, "elapsed": 0.09357981907669455, "loss": 2.9679149990632165, }
json_stats: {"epoch": 794, "elapsed": 0.09397529496345669, "loss": 2.9717102659285652, }
json_stats: {"epoch": 795, "elapsed": 0.094069411046803, "loss": 2.968628314471381, }
json_stats: {"epoch": 796, "elapsed": 0.09266270196530968, "loss": 2.9702710289672356, }
json_stats: {"epoch": 797, "elapsed": 0.09468171210028231, "loss": 2.967230988300279, }
json_stats: {"epoch": 798, "elapsed": 0.0926770040532574, "loss": 2.9713602059953725, }
json_stats: {"epoch": 699, "elapsed": 0.09357059397734702, "loss": 2.9658990216334153, "sqnorm_min": 0.009015693780549396, "sqnorm_avg": 1.307195101369216, "sqnorm_max": 3.1045934299076383, "mean_rank": 147.912996941896, "map_rank": 0.08731263459349883, "best": true}
json_stats: {"epoch": 800, "elapsed": 0.08992298098746687, "loss": 2.9648674033443054, }
json_stats: {"epoch": 801, "elapsed": 0.0924359749769792, "loss": 2.9734330984311645, }
json_stats: {"epoch": 802, "elapsed": 0.09194424003362656, "loss": 2.967266452790442, }
json_stats: {"epoch": 803, "elapsed": 0.0925105280475691, "loss": 2.9685156085031488, }
json_stats: {"epoch": 804, "elapsed": 0.09160181100014597, "loss": 2.9694906987286838, }
json_stats: {"epoch": 805, "elapsed": 0.09212390996981412, "loss": 2.965900646759403, }
json_stats: {"epoch": 806, "elapsed": 0.09338947804644704, "loss": 2.9689013237823985, }
json_stats: {"epoch": 807, "elapsed": 0.09136437403503805, "loss": 2.966761523993682, }
json_stats: {"epoch": 808, "elapsed": 0.09420312999282032, "loss": 2.967996221093012, }
json_stats: {"epoch": 809, "elapsed": 0.09474732598755509, "loss": 2.9647725180723707, }
json_stats: {"epoch": 810, "elapsed": 0.09323306498117745, "loss": 2.9674960765596685, }
json_stats: {"epoch": 811, "elapsed": 0.09447465091943741, "loss": 2.962555182804991, }
json_stats: {"epoch": 812, "elapsed": 0.09457853995263577, "loss": 2.966357860843873, }
json_stats: {"epoch": 813, "elapsed": 0.09272923297248781, "loss": 2.9682650186537587, }
json_stats: {"epoch": 814, "elapsed": 0.09297390899155289, "loss": 2.968919713751169, }
json_stats: {"epoch": 815, "elapsed": 0.09251691307872534, "loss": 2.972731910104369, }
json_stats: {"epoch": 816, "elapsed": 0.0964378179050982, "loss": 2.965406030051219, }
json_stats: {"epoch": 817, "elapsed": 0.0922566190129146, "loss": 2.9688697317113872, }
json_stats: {"epoch": 818, "elapsed": 0.09538020810578018, "loss": 2.9618729144669556, }
json_stats: {"epoch": 819, "elapsed": 0.0920088600832969, "loss": 2.96887601785669, }
json_stats: {"epoch": 820, "elapsed": 0.09465179103426635, "loss": 2.9617110271779055, }
json_stats: {"epoch": 821, "elapsed": 0.09829279803670943, "loss": 2.964516655151864, }
json_stats: {"epoch": 822, "elapsed": 0.09613620198797435, "loss": 2.973797661981552, }
json_stats: {"epoch": 823, "elapsed": 0.09254786395467818, "loss": 2.973358707992078, }
json_stats: {"epoch": 824, "elapsed": 0.09286102198529989, "loss": 2.965352262293091, }
json_stats: {"epoch": 825, "elapsed": 0.09227942698635161, "loss": 2.966220521208239, }
json_stats: {"epoch": 826, "elapsed": 0.09325772407464683, "loss": 2.973169437232885, }
json_stats: {"epoch": 827, "elapsed": 0.09475131402723491, "loss": 2.976482803673558, }
json_stats: {"epoch": 828, "elapsed": 0.09459189896006137, "loss": 2.966510736952319, }
json_stats: {"epoch": 829, "elapsed": 0.09181170410010964, "loss": 2.974186843702078, }
json_stats: {"epoch": 830, "elapsed": 0.09473076404538006, "loss": 2.9679397216187247, }
json_stats: {"epoch": 831, "elapsed": 0.08894965203944594, "loss": 2.9668013594737057, }
json_stats: {"epoch": 832, "elapsed": 0.0889746060129255, "loss": 2.9719676257478405, }
json_stats: {"epoch": 833, "elapsed": 0.0877887379610911, "loss": 2.9688377593475854, }
json_stats: {"epoch": 834, "elapsed": 0.09285327699035406, "loss": 2.978078311253436, }
json_stats: {"epoch": 835, "elapsed": 0.09101804194506258, "loss": 2.9625939485261203, }
json_stats: {"epoch": 836, "elapsed": 0.09150398604106158, "loss": 2.9717151214890074, }
json_stats: {"epoch": 837, "elapsed": 0.09756075707264245, "loss": 2.9626277381324844, }
json_stats: {"epoch": 838, "elapsed": 0.0941635329509154, "loss": 2.9654546906787127, }
json_stats: {"epoch": 839, "elapsed": 0.09316494897939265, "loss": 2.966619099905193, }
json_stats: {"epoch": 840, "elapsed": 0.093408107990399, "loss": 2.9726437258313805, }
json_stats: {"epoch": 841, "elapsed": 0.09253458597231656, "loss": 2.964406453627396, }
json_stats: {"epoch": 842, "elapsed": 0.09428000100888312, "loss": 2.964088814373386, }
json_stats: {"epoch": 843, "elapsed": 0.09506491792853922, "loss": 2.9727173369432522, }
json_stats: {"epoch": 844, "elapsed": 0.09122752107214183, "loss": 2.9696406267365547, }
json_stats: {"epoch": 845, "elapsed": 0.09428546694107354, "loss": 2.9672486972853425, }
json_stats: {"epoch": 846, "elapsed": 0.09436068998184055, "loss": 2.9654501206993156, }
json_stats: {"epoch": 847, "elapsed": 0.09395596699323505, "loss": 2.959846277998277, }
json_stats: {"epoch": 848, "elapsed": 0.09203287004493177, "loss": 2.964157866786141, }
json_stats: {"epoch": 849, "elapsed": 0.091998121002689, "loss": 2.969110654848398, }
json_stats: {"epoch": 850, "elapsed": 0.09401127090677619, "loss": 2.9708365210893275, }
json_stats: {"epoch": 851, "elapsed": 0.09549690294079483, "loss": 2.9717563944017784, }
json_stats: {"epoch": 852, "elapsed": 0.09198065707460046, "loss": 2.97188701248557, }
json_stats: {"epoch": 853, "elapsed": 0.09978806006256491, "loss": 2.9691348111657083, }
json_stats: {"epoch": 854, "elapsed": 0.09858141699805856, "loss": 2.9682757023615296, }
json_stats: {"epoch": 855, "elapsed": 0.09626027592457831, "loss": 2.9631004375007355, }
json_stats: {"epoch": 856, "elapsed": 0.10347804008051753, "loss": 2.965787993851993, }
json_stats: {"epoch": 857, "elapsed": 0.10395934199914336, "loss": 2.9737063697503676, }
json_stats: {"epoch": 858, "elapsed": 0.09915453300345689, "loss": 2.964619240666703, }
json_stats: {"epoch": 859, "elapsed": 0.09499238105490804, "loss": 2.9664263307890333, }
json_stats: {"epoch": 860, "elapsed": 0.09679761005099863, "loss": 2.9736864030435752, }
json_stats: {"epoch": 861, "elapsed": 0.09454286703839898, "loss": 2.964383506652698, }
json_stats: {"epoch": 862, "elapsed": 0.09308157803025097, "loss": 2.9587351057778943, }
json_stats: {"epoch": 863, "elapsed": 0.09490859194193035, "loss": 2.9619430360100822, }
json_stats: {"epoch": 864, "elapsed": 0.09436759306117892, "loss": 2.968890015273148, }
json_stats: {"epoch": 865, "elapsed": 0.09642213594634086, "loss": 2.966802741444161, }
json_stats: {"epoch": 866, "elapsed": 0.09382790699601173, "loss": 2.9665849320308078, }
json_stats: {"epoch": 867, "elapsed": 0.09528843499720097, "loss": 2.9708541205383074, }
json_stats: {"epoch": 868, "elapsed": 0.09314293402712792, "loss": 2.9612057993724945, }
json_stats: {"epoch": 869, "elapsed": 0.09417306305840611, "loss": 2.9686109067728923, }
json_stats: {"epoch": 870, "elapsed": 0.09293141704984009, "loss": 2.972136366729044, }
json_stats: {"epoch": 871, "elapsed": 0.09578410908579826, "loss": 2.970691364186338, }
json_stats: {"epoch": 872, "elapsed": 0.09580065798945725, "loss": 2.963372665075977, }
json_stats: {"epoch": 873, "elapsed": 0.0928422660799697, "loss": 2.963334510589611, }
json_stats: {"epoch": 874, "elapsed": 0.0942599680274725, "loss": 2.965426669695276, }
json_stats: {"epoch": 875, "elapsed": 0.09378461295273155, "loss": 2.9722485639568927, }
json_stats: {"epoch": 876, "elapsed": 0.09270858799573034, "loss": 2.958431981412719, }
json_stats: {"epoch": 877, "elapsed": 0.09445149300154299, "loss": 2.969829320735637, }
json_stats: {"epoch": 878, "elapsed": 0.09327899001073092, "loss": 2.9709241832838282, }
json_stats: {"epoch": 879, "elapsed": 0.09606733499094844, "loss": 2.9675414337445716, }
json_stats: {"epoch": 880, "elapsed": 0.09520914009772241, "loss": 2.9725135670852296, }
json_stats: {"epoch": 881, "elapsed": 0.09513866307679564, "loss": 2.9637467798942954, }
json_stats: {"epoch": 882, "elapsed": 0.09462226799223572, "loss": 2.974756282749231, }
json_stats: {"epoch": 883, "elapsed": 0.09336135804187506, "loss": 2.968634091314753, }
json_stats: {"epoch": 884, "elapsed": 0.09516461496241391, "loss": 2.971638269171325, }
json_stats: {"epoch": 885, "elapsed": 0.09406855294946581, "loss": 2.969768336648736, }
json_stats: {"epoch": 886, "elapsed": 0.09514940797816962, "loss": 2.9711462191853006, }
json_stats: {"epoch": 887, "elapsed": 0.09370536799542606, "loss": 2.969765535031534, }
json_stats: {"epoch": 888, "elapsed": 0.09580476093105972, "loss": 2.9676893516262535, }
json_stats: {"epoch": 889, "elapsed": 0.09348350903019309, "loss": 2.972438089145835, }
json_stats: {"epoch": 890, "elapsed": 0.09340422507375479, "loss": 2.970021734741943, }
json_stats: {"epoch": 891, "elapsed": 0.09254588093608618, "loss": 2.9661536324792808, }
json_stats: {"epoch": 892, "elapsed": 0.09388570999726653, "loss": 2.9680812176935922, }
json_stats: {"epoch": 893, "elapsed": 0.09377550799399614, "loss": 2.973994160921902, }
json_stats: {"epoch": 894, "elapsed": 0.09290529694408178, "loss": 2.9679792550665294, }
json_stats: {"epoch": 895, "elapsed": 0.09575706894975156, "loss": 2.9596538673381656, }
json_stats: {"epoch": 896, "elapsed": 0.09335745696444064, "loss": 2.968251642582393, }
json_stats: {"epoch": 897, "elapsed": 0.09458190097939223, "loss": 2.969006290795035, }
json_stats: {"epoch": 898, "elapsed": 0.09173518104944378, "loss": 2.967981404034003, }
json_stats: {"epoch": 799, "elapsed": 0.0956296210642904, "loss": 2.968258115208215, "sqnorm_min": 0.017050427956440073, "sqnorm_avg": 1.3073859354478201, "sqnorm_max": 3.000536447850271, "mean_rank": 152.4934250764526, "map_rank": 0.08609654650950208, "best": false}
json_stats: {"epoch": 900, "elapsed": 0.09136349405162036, "loss": 2.965131430320307, }
json_stats: {"epoch": 901, "elapsed": 0.09215740393847227, "loss": 2.9675242741672005, }
json_stats: {"epoch": 902, "elapsed": 0.08998883992899209, "loss": 2.9731612917614925, }
json_stats: {"epoch": 903, "elapsed": 0.08966822794172913, "loss": 2.975867026573745, }
json_stats: {"epoch": 904, "elapsed": 0.09314119699411094, "loss": 2.974700827078203, }
json_stats: {"epoch": 905, "elapsed": 0.09146074496675283, "loss": 2.9719871236471453, }
json_stats: {"epoch": 906, "elapsed": 0.09664209699258208, "loss": 2.964840799213564, }
json_stats: {"epoch": 907, "elapsed": 0.09223339590243995, "loss": 2.9600477738410653, }
json_stats: {"epoch": 908, "elapsed": 0.09323746501468122, "loss": 2.965556679739008, }
json_stats: {"epoch": 909, "elapsed": 0.09342605795245618, "loss": 2.9708707620614536, }
json_stats: {"epoch": 910, "elapsed": 0.09352372004650533, "loss": 2.9621424447304, }
json_stats: {"epoch": 911, "elapsed": 0.0929397150175646, "loss": 2.961236026997383, }
json_stats: {"epoch": 912, "elapsed": 0.0946520259603858, "loss": 2.9676742394258024, }
json_stats: {"epoch": 913, "elapsed": 0.10172766295727342, "loss": 2.9662030152083116, }
json_stats: {"epoch": 914, "elapsed": 0.10046789702028036, "loss": 2.961663054070421, }
json_stats: {"epoch": 915, "elapsed": 0.09382903494406492, "loss": 2.970067408442841, }
json_stats: {"epoch": 916, "elapsed": 0.09951359208207577, "loss": 2.963808088315096, }
json_stats: {"epoch": 917, "elapsed": 0.10176314599812031, "loss": 2.9665322444610003, }
json_stats: {"epoch": 918, "elapsed": 0.1010969509370625, "loss": 2.9651006110310423, }
json_stats: {"epoch": 919, "elapsed": 0.09363772405777127, "loss": 2.9737274873643975, }
json_stats: {"epoch": 920, "elapsed": 0.09281673096120358, "loss": 2.97202476949834, }
json_stats: {"epoch": 921, "elapsed": 0.09216312505304813, "loss": 2.972684675286333, }
json_stats: {"epoch": 922, "elapsed": 0.09380606398917735, "loss": 2.9667661141758632, }
json_stats: {"epoch": 923, "elapsed": 0.09200067399069667, "loss": 2.9677469436624078, }
json_stats: {"epoch": 924, "elapsed": 0.09509900398552418, "loss": 2.9631097939546964, }
json_stats: {"epoch": 925, "elapsed": 0.09082135302014649, "loss": 2.970067727107602, }
json_stats: {"epoch": 926, "elapsed": 0.09187352401204407, "loss": 2.964002438596292, }
json_stats: {"epoch": 927, "elapsed": 0.09479895897675306, "loss": 2.966955404941956, }
json_stats: {"epoch": 928, "elapsed": 0.09119229100178927, "loss": 2.961417771389717, }
json_stats: {"epoch": 929, "elapsed": 0.09402769908774644, "loss": 2.968951196158963, }
json_stats: {"epoch": 930, "elapsed": 0.09211373003199697, "loss": 2.970953565262359, }
json_stats: {"epoch": 931, "elapsed": 0.09362905099987984, "loss": 2.9635166318474444, }
json_stats: {"epoch": 932, "elapsed": 0.0955928269540891, "loss": 2.9629471390917654, }
json_stats: {"epoch": 933, "elapsed": 0.09438471193425357, "loss": 2.968787579409511, }
json_stats: {"epoch": 934, "elapsed": 0.09315600106492639, "loss": 2.9671249102076103, }
json_stats: {"epoch": 935, "elapsed": 0.09532305202446878, "loss": 2.9705637927880426, }
json_stats: {"epoch": 936, "elapsed": 0.09212852199561894, "loss": 2.966572054950653, }
json_stats: {"epoch": 937, "elapsed": 0.09270580601878464, "loss": 2.9675890668657545, }
json_stats: {"epoch": 938, "elapsed": 0.09286407905165106, "loss": 2.9735849967934587, }
json_stats: {"epoch": 939, "elapsed": 0.09387594496365637, "loss": 2.969615074660143, }
json_stats: {"epoch": 940, "elapsed": 0.09428370406385511, "loss": 2.9737521264351154, }
json_stats: {"epoch": 941, "elapsed": 0.09244505502283573, "loss": 2.966184489427115, }
json_stats: {"epoch": 942, "elapsed": 0.09176190500147641, "loss": 2.9675132387011534, }
json_stats: {"epoch": 943, "elapsed": 0.09274997899774462, "loss": 2.9647030595654544, }
json_stats: {"epoch": 944, "elapsed": 0.09455881000030786, "loss": 2.970770793733041, }
json_stats: {"epoch": 945, "elapsed": 0.09365921199787408, "loss": 2.972329850547076, }
json_stats: {"epoch": 946, "elapsed": 0.09472145594190806, "loss": 2.969195842303006, }
json_stats: {"epoch": 947, "elapsed": 0.09356304700486362, "loss": 2.972483050227574, }
json_stats: {"epoch": 948, "elapsed": 0.09345588600263, "loss": 2.9640211791723385, }
json_stats: {"epoch": 949, "elapsed": 0.09317814698442817, "loss": 2.9641901451757096, }
json_stats: {"epoch": 950, "elapsed": 0.09427547105588019, "loss": 2.966876695568547, }
json_stats: {"epoch": 951, "elapsed": 0.09368985902983695, "loss": 2.965054040289198, }
json_stats: {"epoch": 952, "elapsed": 0.09579834691248834, "loss": 2.960393088054291, }
json_stats: {"epoch": 953, "elapsed": 0.09203969105146825, "loss": 2.9593390917233835, }
json_stats: {"epoch": 954, "elapsed": 0.09358882799278945, "loss": 2.9689809554188122, }
json_stats: {"epoch": 955, "elapsed": 0.09592326590791345, "loss": 2.96612949551741, }
json_stats: {"epoch": 956, "elapsed": 0.09478070004843175, "loss": 2.96601633084478, }
json_stats: {"epoch": 957, "elapsed": 0.09344743099063635, "loss": 2.968463087181582, }
json_stats: {"epoch": 958, "elapsed": 0.09347709000576288, "loss": 2.9672527343723525, }
json_stats: {"epoch": 959, "elapsed": 0.0928865410387516, "loss": 2.97412097858508, }
json_stats: {"epoch": 960, "elapsed": 0.09508273599203676, "loss": 2.96459420087404, }
json_stats: {"epoch": 961, "elapsed": 0.0939786919625476, "loss": 2.9678635201206616, }
json_stats: {"epoch": 962, "elapsed": 0.09446231997571886, "loss": 2.9645593707682836, }
json_stats: {"epoch": 963, "elapsed": 0.09298886707983911, "loss": 2.965772975932898, }
json_stats: {"epoch": 964, "elapsed": 0.09433215099852532, "loss": 2.9678107337694626, }
json_stats: {"epoch": 965, "elapsed": 0.09339476388413459, "loss": 2.965790409569695, }
json_stats: {"epoch": 966, "elapsed": 0.0938587998971343, "loss": 2.9671736064028025, }
json_stats: {"epoch": 967, "elapsed": 0.09172704606316984, "loss": 2.965638463507929, }
json_stats: {"epoch": 968, "elapsed": 0.09328095603268594, "loss": 2.9717603580402936, }
json_stats: {"epoch": 969, "elapsed": 0.09407600900158286, "loss": 2.9603012931762875, }
json_stats: {"epoch": 970, "elapsed": 0.09407466789707541, "loss": 2.963833958238999, }
json_stats: {"epoch": 971, "elapsed": 0.0950601720251143, "loss": 2.9684724221098318, }
json_stats: {"epoch": 972, "elapsed": 0.0915920939296484, "loss": 2.9683081450055164, }
json_stats: {"epoch": 973, "elapsed": 0.09338232805021107, "loss": 2.969028835685526, }
json_stats: {"epoch": 974, "elapsed": 0.09204981196671724, "loss": 2.9672106854379603, }
json_stats: {"epoch": 975, "elapsed": 0.09357343101873994, "loss": 2.9661578012504375, }
json_stats: {"epoch": 976, "elapsed": 0.09394941106438637, "loss": 2.9716760191798013, }
json_stats: {"epoch": 977, "elapsed": 0.09481951897032559, "loss": 2.9691544581633496, }
json_stats: {"epoch": 978, "elapsed": 0.09418343496508896, "loss": 2.9746226882835334, }
json_stats: {"epoch": 979, "elapsed": 0.09378089697565883, "loss": 2.9687064575343984, }
json_stats: {"epoch": 980, "elapsed": 0.09175456396769732, "loss": 2.9673012030473593, }
json_stats: {"epoch": 981, "elapsed": 0.09223388403188437, "loss": 2.9678862339567886, }
json_stats: {"epoch": 982, "elapsed": 0.09305238001979887, "loss": 2.970287654351065, }
json_stats: {"epoch": 983, "elapsed": 0.09185730188619345, "loss": 2.9730952379542797, }
json_stats: {"epoch": 984, "elapsed": 0.0927123500732705, "loss": 2.966576330233397, }
json_stats: {"epoch": 985, "elapsed": 0.09354827692732215, "loss": 2.973324698012083, }
json_stats: {"epoch": 986, "elapsed": 0.09211992798373103, "loss": 2.9640080133905897, }
json_stats: {"epoch": 987, "elapsed": 0.09161471005063504, "loss": 2.9688750133434416, }
json_stats: {"epoch": 988, "elapsed": 0.09423369099386036, "loss": 2.965486191965878, }
json_stats: {"epoch": 989, "elapsed": 0.09438488201703876, "loss": 2.964268545349502, }
json_stats: {"epoch": 990, "elapsed": 0.09227644302882254, "loss": 2.958212784289379, }
json_stats: {"epoch": 991, "elapsed": 0.0932834220584482, "loss": 2.967597674967282, }
json_stats: {"epoch": 992, "elapsed": 0.09362591907847673, "loss": 2.970559369113281, }
json_stats: {"epoch": 993, "elapsed": 0.09312176890671253, "loss": 2.962848586466219, }
json_stats: {"epoch": 994, "elapsed": 0.09433528396766633, "loss": 2.9671912968717873, }
json_stats: {"epoch": 995, "elapsed": 0.09256787598133087, "loss": 2.968521331320906, }
json_stats: {"epoch": 996, "elapsed": 0.09261644107755274, "loss": 2.9663277644677266, }
json_stats: {"epoch": 997, "elapsed": 0.09467597410548478, "loss": 2.9634475167787144, }
json_stats: {"epoch": 998, "elapsed": 0.09580667596310377, "loss": 2.963038274616828, }
json_stats: {"epoch": 899, "elapsed": 0.09430999692995101, "loss": 2.964870222306479, "sqnorm_min": 0.014387473225917014, "sqnorm_avg": 1.30709447208743, "sqnorm_max": 3.022611415877516, "mean_rank": 150.56850152905199, "map_rank": 0.08393783764035427, "best": true}
json_stats: {"epoch": 1000, "elapsed": 0.093188680941239, "loss": 2.9641757837829528, }
json_stats: {"epoch": 1001, "elapsed": 0.08976542600430548, "loss": 2.9721378435179293, }
json_stats: {"epoch": 1002, "elapsed": 0.09151123801711947, "loss": 2.967244853823358, }
json_stats: {"epoch": 1003, "elapsed": 0.08931961504276842, "loss": 2.9676657618569715, }
json_stats: {"epoch": 1004, "elapsed": 0.09090620197821409, "loss": 2.961396228572515, }
json_stats: {"epoch": 1005, "elapsed": 0.0918344670208171, "loss": 2.96820547778144, }
json_stats: {"epoch": 1006, "elapsed": 0.09421677701175213, "loss": 2.959175794486298, }
json_stats: {"epoch": 1007, "elapsed": 0.09433311002794653, "loss": 2.968336737640219, }
json_stats: {"epoch": 1008, "elapsed": 0.09399806603323668, "loss": 2.97138624366104, }
json_stats: {"epoch": 1009, "elapsed": 0.09445746091660112, "loss": 2.9634992667525664, }
json_stats: {"epoch": 1010, "elapsed": 0.09538643900305033, "loss": 2.966477996523404, }
json_stats: {"epoch": 1011, "elapsed": 0.09290094196330756, "loss": 2.965565430577929, }
json_stats: {"epoch": 1012, "elapsed": 0.09185030497610569, "loss": 2.976185979359438, }
json_stats: {"epoch": 1013, "elapsed": 0.09477468102704734, "loss": 2.969197921145874, }
json_stats: {"epoch": 1014, "elapsed": 0.09327942202799022, "loss": 2.9702497864165793, }
json_stats: {"epoch": 1015, "elapsed": 0.09399527299683541, "loss": 2.9703851204187974, }
json_stats: {"epoch": 1016, "elapsed": 0.09413589804898947, "loss": 2.9636423630747744, }
json_stats: {"epoch": 1017, "elapsed": 0.09410025598481297, "loss": 2.967275441548159, }
json_stats: {"epoch": 1018, "elapsed": 0.09199289698153734, "loss": 2.9694535282869152, }
json_stats: {"epoch": 1019, "elapsed": 0.09319325699470937, "loss": 2.9698689863116274, }
json_stats: {"epoch": 1020, "elapsed": 0.09413022000808269, "loss": 2.969288371672806, }
json_stats: {"epoch": 1021, "elapsed": 0.09231002593878657, "loss": 2.96331201929332, }
json_stats: {"epoch": 1022, "elapsed": 0.09332072001416236, "loss": 2.963259506157764, }
json_stats: {"epoch": 1023, "elapsed": 0.09303812601137906, "loss": 2.972408691092325, }
json_stats: {"epoch": 1024, "elapsed": 0.09203014604281634, "loss": 2.971655591175205, }
json_stats: {"epoch": 1025, "elapsed": 0.08990019804332405, "loss": 2.964824717919313, }
json_stats: {"epoch": 1026, "elapsed": 0.09358601807616651, "loss": 2.9649628144311424, }
json_stats: {"epoch": 1027, "elapsed": 0.09165183594450355, "loss": 2.9644145420638077, }
json_stats: {"epoch": 1028, "elapsed": 0.09340080700349063, "loss": 2.969213384652806, }
json_stats: {"epoch": 1029, "elapsed": 0.09296731604263186, "loss": 2.975379977230631, }
json_stats: {"epoch": 1030, "elapsed": 0.09307278296910226, "loss": 2.970387169165704, }
json_stats: {"epoch": 1031, "elapsed": 0.10054878203663975, "loss": 2.973857796482766, }
json_stats: {"epoch": 1032, "elapsed": 0.10565884097013623, "loss": 2.971410844677754, }
json_stats: {"epoch": 1033, "elapsed": 0.10366416303440928, "loss": 2.963163716505971, }
json_stats: {"epoch": 1034, "elapsed": 0.0953580200439319, "loss": 2.966667899208316, }
json_stats: {"epoch": 1035, "elapsed": 0.0939194809179753, "loss": 2.967691998003683, }
json_stats: {"epoch": 1036, "elapsed": 0.0950817409902811, "loss": 2.9622114338460634, }
json_stats: {"epoch": 1037, "elapsed": 0.09204643103294075, "loss": 2.9657034313320336, }
json_stats: {"epoch": 1038, "elapsed": 0.09596337599214166, "loss": 2.968820482857113, }
json_stats: {"epoch": 1039, "elapsed": 0.09434756590053439, "loss": 2.969001631661703, }
json_stats: {"epoch": 1040, "elapsed": 0.09385830408427864, "loss": 2.96084667826307, }
json_stats: {"epoch": 1041, "elapsed": 0.09406338899862021, "loss": 2.9693766068394853, }
json_stats: {"epoch": 1042, "elapsed": 0.09529179299715906, "loss": 2.9637616762996744, }
json_stats: {"epoch": 1043, "elapsed": 0.09343127196189016, "loss": 2.9632823713124004, }
json_stats: {"epoch": 1044, "elapsed": 0.09493646898772568, "loss": 2.9603379660039044, }
json_stats: {"epoch": 1045, "elapsed": 0.09452241205144674, "loss": 2.968179337935895, }
json_stats: {"epoch": 1046, "elapsed": 0.09537940798327327, "loss": 2.970708131535934, }
json_stats: {"epoch": 1047, "elapsed": 0.09459732694085687, "loss": 2.9732920115205705, }
json_stats: {"epoch": 1048, "elapsed": 0.09641557896975428, "loss": 2.964260690789494, }
json_stats: {"epoch": 1049, "elapsed": 0.09178890299517661, "loss": 2.9641744297408046, }
json_stats: {"epoch": 1050, "elapsed": 0.09249081800226122, "loss": 2.9661299878680385, }
json_stats: {"epoch": 1051, "elapsed": 0.0940418120007962, "loss": 2.965702500127574, }
json_stats: {"epoch": 1052, "elapsed": 0.09392185998149216, "loss": 2.963045718268122, }
json_stats: {"epoch": 1053, "elapsed": 0.09465128998272121, "loss": 2.9689820863366716, }
json_stats: {"epoch": 1054, "elapsed": 0.09347188391257077, "loss": 2.967517213614027, }
json_stats: {"epoch": 1055, "elapsed": 0.09506105503533036, "loss": 2.967980758737087, }
json_stats: {"epoch": 1056, "elapsed": 0.09609604999423027, "loss": 2.965280293560852, }
json_stats: {"epoch": 1057, "elapsed": 0.0943250369746238, "loss": 2.9629718508059404, }
json_stats: {"epoch": 1058, "elapsed": 0.09498292906209826, "loss": 2.9717815467069073, }
json_stats: {"epoch": 1059, "elapsed": 0.09268474101554602, "loss": 2.968826006030593, }
json_stats: {"epoch": 1060, "elapsed": 0.09439889702480286, "loss": 2.9630977840617123, }
json_stats: {"epoch": 1061, "elapsed": 0.09428703400772065, "loss": 2.965791286179244, }
json_stats: {"epoch": 1062, "elapsed": 0.09480372094549239, "loss": 2.9676796981061293, }
json_stats: {"epoch": 1063, "elapsed": 0.09257485601119697, "loss": 2.9628181419418333, }
json_stats: {"epoch": 1064, "elapsed": 0.09462439897470176, "loss": 2.9637324119333024, }
json_stats: {"epoch": 1065, "elapsed": 0.09169017500244081, "loss": 2.967467939889696, }
json_stats: {"epoch": 1066, "elapsed": 0.09258101100567728, "loss": 2.9669965504274463, }
json_stats: {"epoch": 1067, "elapsed": 0.09455934795551002, "loss": 2.9612077507177084, }
json_stats: {"epoch": 1068, "elapsed": 0.09162019204813987, "loss": 2.964147191422596, }
json_stats: {"epoch": 1069, "elapsed": 0.09788627899251878, "loss": 2.976513711022403, }
json_stats: {"epoch": 1070, "elapsed": 0.09626502799801528, "loss": 2.9739634243412647, }
json_stats: {"epoch": 1071, "elapsed": 0.09572677698452026, "loss": 2.9626061027554744, }
json_stats: {"epoch": 1072, "elapsed": 0.09470884304028004, "loss": 2.9685380546931435, }
json_stats: {"epoch": 1073, "elapsed": 0.09375421702861786, "loss": 2.963047280964834, }
json_stats: {"epoch": 1074, "elapsed": 0.09476178500335664, "loss": 2.968269567074054, }
json_stats: {"epoch": 1075, "elapsed": 0.09123281296342611, "loss": 2.9686351527909647, }
json_stats: {"epoch": 1076, "elapsed": 0.0959966559894383, "loss": 2.972627360169024, }
json_stats: {"epoch": 1077, "elapsed": 0.09401496103964746, "loss": 2.974573986907223, }
json_stats: {"epoch": 1078, "elapsed": 0.09398503298871219, "loss": 2.9688612623131805, }
json_stats: {"epoch": 1079, "elapsed": 0.09265675395727158, "loss": 2.9699934888324298, }
json_stats: {"epoch": 1080, "elapsed": 0.09594752499833703, "loss": 2.9656868825198144, }
json_stats: {"epoch": 1081, "elapsed": 0.09509440895635635, "loss": 2.9654821919687437, }
json_stats: {"epoch": 1082, "elapsed": 0.0925847120815888, "loss": 2.974586439128265, }
json_stats: {"epoch": 1083, "elapsed": 0.09364229196216911, "loss": 2.964548283719833, }
json_stats: {"epoch": 1084, "elapsed": 0.09496153797954321, "loss": 2.964474922827371, }
json_stats: {"epoch": 1085, "elapsed": 0.09395893500186503, "loss": 2.9630747652426046, }
json_stats: {"epoch": 1086, "elapsed": 0.0944030600367114, "loss": 2.9672789260373293, }
json_stats: {"epoch": 1087, "elapsed": 0.094089774065651, "loss": 2.9617221910457268, }
json_stats: {"epoch": 1088, "elapsed": 0.09419710095971823, "loss": 2.9710790519473247, }
json_stats: {"epoch": 1089, "elapsed": 0.09392453904729337, "loss": 2.9624155732880144, }
json_stats: {"epoch": 1090, "elapsed": 0.09565756493248045, "loss": 2.969208703050706, }
json_stats: {"epoch": 1091, "elapsed": 0.09341028495691717, "loss": 2.9686306827574325, }
json_stats: {"epoch": 1092, "elapsed": 0.09412211901508272, "loss": 2.968452999075443, }
json_stats: {"epoch": 1093, "elapsed": 0.09754091198556125, "loss": 2.9675250811212948, }
json_stats: {"epoch": 1094, "elapsed": 0.0953930199611932, "loss": 2.9675591353073645, }
json_stats: {"epoch": 1095, "elapsed": 0.09392898995429277, "loss": 2.9665695427831285, }
json_stats: {"epoch": 1096, "elapsed": 0.09447917400393635, "loss": 2.9677397557014635, }
json_stats: {"epoch": 1097, "elapsed": 0.09396512596867979, "loss": 2.9659977212030575, }
json_stats: {"epoch": 1098, "elapsed": 0.0919010320212692, "loss": 2.966273382930755, }
json_stats: {"epoch": 999, "elapsed": 0.0919644320383668, "loss": 2.96870150767102, "sqnorm_min": 0.03063461330813808, "sqnorm_avg": 1.3103661869955865, "sqnorm_max": 3.077537895784239, "mean_rank": 147.5264525993884, "map_rank": 0.08640722507738427, "best": false}
json_stats: {"epoch": 1100, "elapsed": 0.09451750700827688, "loss": 2.9672216486227745, }
json_stats: {"epoch": 1101, "elapsed": 0.09203044604510069, "loss": 2.9654152724127822, }
json_stats: {"epoch": 1102, "elapsed": 0.09414712199941278, "loss": 2.961214739025693, }
json_stats: {"epoch": 1103, "elapsed": 0.08975810196716338, "loss": 2.972181179452785, }
json_stats: {"epoch": 1104, "elapsed": 0.09215141204185784, "loss": 2.9716412414288373, }
json_stats: {"epoch": 1105, "elapsed": 0.09311811800580472, "loss": 2.9744007653633524, }
json_stats: {"epoch": 1106, "elapsed": 0.09399299009237438, "loss": 2.965113194797657, }
json_stats: {"epoch": 1107, "elapsed": 0.0931292170425877, "loss": 2.965162836263731, }
json_stats: {"epoch": 1108, "elapsed": 0.09611349506303668, "loss": 2.9692440724103655, }
json_stats: {"epoch": 1109, "elapsed": 0.09241083601955324, "loss": 2.965773175422785, }
json_stats: {"epoch": 1110, "elapsed": 0.09231275599449873, "loss": 2.965677955961121, }
json_stats: {"epoch": 1111, "elapsed": 0.0936624490423128, "loss": 2.9725414414761566, }
json_stats: {"epoch": 1112, "elapsed": 0.0930125389713794, "loss": 2.9622962838865647, }
json_stats: {"epoch": 1113, "elapsed": 0.0929088540142402, "loss": 2.9642109114810116, }
json_stats: {"epoch": 1114, "elapsed": 0.0933567580068484, "loss": 2.9711366474153853, }
json_stats: {"epoch": 1115, "elapsed": 0.09303759702015668, "loss": 2.9643386381277073, }
json_stats: {"epoch": 1116, "elapsed": 0.09288376499898732, "loss": 2.973222967637373, }
json_stats: {"epoch": 1117, "elapsed": 0.09428440895862877, "loss": 2.972965042507439, }
json_stats: {"epoch": 1118, "elapsed": 0.09306281700264663, "loss": 2.965148729914231, }
json_stats: {"epoch": 1119, "elapsed": 0.0938416690332815, "loss": 2.9714060891999265, }
json_stats: {"epoch": 1120, "elapsed": 0.0963622130220756, "loss": 2.969310486124914, }
json_stats: {"epoch": 1121, "elapsed": 0.09568949602544308, "loss": 2.96981215391167, }
json_stats: {"epoch": 1122, "elapsed": 0.09242037299554795, "loss": 2.9629802753667525, }
json_stats: {"epoch": 1123, "elapsed": 0.09449336701072752, "loss": 2.969313183849208, }
json_stats: {"epoch": 1124, "elapsed": 0.09447357302997261, "loss": 2.971760152786939, }
json_stats: {"epoch": 1125, "elapsed": 0.09453282703179866, "loss": 2.9669675088140277, }
json_stats: {"epoch": 1126, "elapsed": 0.09378594404552132, "loss": 2.964828230922379, }
json_stats: {"epoch": 1127, "elapsed": 0.09288300608750433, "loss": 2.96918158390676, }
json_stats: {"epoch": 1128, "elapsed": 0.09392900601960719, "loss": 2.9666596064816124, }
json_stats: {"epoch": 1129, "elapsed": 0.09221371391322464, "loss": 2.975195121055293, }
json_stats: {"epoch": 1130, "elapsed": 0.09334357897751033, "loss": 2.9667781231186248, }
json_stats: {"epoch": 1131, "elapsed": 0.09371608693618327, "loss": 2.968267853286251, }
json_stats: {"epoch": 1132, "elapsed": 0.09510850696824491, "loss": 2.965041295434053, }
json_stats: {"epoch": 1133, "elapsed": 0.09404586697928607, "loss": 2.9666154880489537, }
json_stats: {"epoch": 1134, "elapsed": 0.09602821199223399, "loss": 2.973593271155285, }
json_stats: {"epoch": 1135, "elapsed": 0.09180867893155664, "loss": 2.9708458813584, }
json_stats: {"epoch": 1136, "elapsed": 0.09420472499914467, "loss": 2.969403031413737, }
json_stats: {"epoch": 1137, "elapsed": 0.093432437046431, "loss": 2.9731258395147586, }
json_stats: {"epoch": 1138, "elapsed": 0.09389468701556325, "loss": 2.9608698234921405, }
json_stats: {"epoch": 1139, "elapsed": 0.09751083690207452, "loss": 2.9694007660564017, }
json_stats: {"epoch": 1140, "elapsed": 0.09436887002084404, "loss": 2.966258314396828, }
json_stats: {"epoch": 1141, "elapsed": 0.0936529350001365, "loss": 2.971830190074377, }
json_stats: {"epoch": 1142, "elapsed": 0.09880463499575853, "loss": 2.9682275588141804, }
json_stats: {"epoch": 1143, "elapsed": 0.0954315239796415, "loss": 2.9670196941024987, }
json_stats: {"epoch": 1144, "elapsed": 0.0962092790286988, "loss": 2.9755029888178783, }
json_stats: {"epoch": 1145, "elapsed": 0.09354563592933118, "loss": 2.9721884339423523, }
json_stats: {"epoch": 1146, "elapsed": 0.09342219901736826, "loss": 2.96723492530246, }
json_stats: {"epoch": 1147, "elapsed": 0.0945705990307033, "loss": 2.9609846532775657, }
json_stats: {"epoch": 1148, "elapsed": 0.09357378096319735, "loss": 2.96539743978231, }
json_stats: {"epoch": 1149, "elapsed": 0.09495130705181509, "loss": 2.960990589383279, }
json_stats: {"epoch": 1150, "elapsed": 0.09226665797177702, "loss": 2.9643085026526577, }
json_stats: {"epoch": 1151, "elapsed": 0.09120143507607281, "loss": 2.9684492887136993, }
json_stats: {"epoch": 1152, "elapsed": 0.09499908704310656, "loss": 2.970316508228121, }
json_stats: {"epoch": 1153, "elapsed": 0.0935268010944128, "loss": 2.9665691163801267, }
json_stats: {"epoch": 1154, "elapsed": 0.09569961007218808, "loss": 2.9649241102215216, }
json_stats: {"epoch": 1155, "elapsed": 0.09413663391023874, "loss": 2.965302186929215, }
json_stats: {"epoch": 1156, "elapsed": 0.09726697800215334, "loss": 2.962166292587894, }
json_stats: {"epoch": 1157, "elapsed": 0.09960639604832977, "loss": 2.96805077494612, }
json_stats: {"epoch": 1158, "elapsed": 0.09639987896662205, "loss": 2.9683991973125625, }
json_stats: {"epoch": 1159, "elapsed": 0.09333859698381275, "loss": 2.969633513908223, }
json_stats: {"epoch": 1160, "elapsed": 0.09417496004607528, "loss": 2.960311605466903, }
json_stats: {"epoch": 1161, "elapsed": 0.09409905597567558, "loss": 2.967396091560108, }
json_stats: {"epoch": 1162, "elapsed": 0.09318525507114828, "loss": 2.9701634122365874, }
json_stats: {"epoch": 1163, "elapsed": 0.09258608403615654, "loss": 2.966624626971244, }
json_stats: {"epoch": 1164, "elapsed": 0.09476563695352525, "loss": 2.9614169211286185, }
json_stats: {"epoch": 1165, "elapsed": 0.09643302496988326, "loss": 2.9685677198511224, }
json_stats: {"epoch": 1166, "elapsed": 0.09433671599254012, "loss": 2.9631900899455803, }
json_stats: {"epoch": 1167, "elapsed": 0.09325894701760262, "loss": 2.9643986220472565, }
json_stats: {"epoch": 1168, "elapsed": 0.0934841379057616, "loss": 2.968638382441363, }
json_stats: {"epoch": 1169, "elapsed": 0.09394088899716735, "loss": 2.9680698406622126, }
json_stats: {"epoch": 1170, "elapsed": 0.09204361494630575, "loss": 2.9591218464322915, }
json_stats: {"epoch": 1171, "elapsed": 0.09365267597604543, "loss": 2.9644222047238564, }
json_stats: {"epoch": 1172, "elapsed": 0.09197460592258722, "loss": 2.9659073108019527, }
json_stats: {"epoch": 1173, "elapsed": 0.09643653105013072, "loss": 2.964863662685493, }
json_stats: {"epoch": 1174, "elapsed": 0.09359999594744295, "loss": 2.9655161344097984, }
json_stats: {"epoch": 1175, "elapsed": 0.09423250798135996, "loss": 2.969072675673419, }
json_stats: {"epoch": 1176, "elapsed": 0.09226892492733896, "loss": 2.972959237476321, }
json_stats: {"epoch": 1177, "elapsed": 0.0957642060238868, "loss": 2.9711433732639847, }
json_stats: {"epoch": 1178, "elapsed": 0.09162150498013943, "loss": 2.9681834442105277, }
json_stats: {"epoch": 1179, "elapsed": 0.09203565504867584, "loss": 2.967196224296562, }
json_stats: {"epoch": 1180, "elapsed": 0.09371914598159492, "loss": 2.9677600793207652, }
json_stats: {"epoch": 1181, "elapsed": 0.09358507907018065, "loss": 2.972185600549146, }
json_stats: {"epoch": 1182, "elapsed": 0.09447300108149648, "loss": 2.9648603229948822, }
json_stats: {"epoch": 1183, "elapsed": 0.0947397300042212, "loss": 2.97075218503032, }
json_stats: {"epoch": 1184, "elapsed": 0.09638992697000504, "loss": 2.9693399628516763, }
json_stats: {"epoch": 1185, "elapsed": 0.09300427103880793, "loss": 2.9724547409312096, }
json_stats: {"epoch": 1186, "elapsed": 0.0943286350229755, "loss": 2.972879660327251, }
json_stats: {"epoch": 1187, "elapsed": 0.09308954409789294, "loss": 2.9688928312662117, }
json_stats: {"epoch": 1188, "elapsed": 0.09318923205137253, "loss": 2.9690610249703937, }
json_stats: {"epoch": 1189, "elapsed": 0.0931407919852063, "loss": 2.9616768523751147, }
json_stats: {"epoch": 1190, "elapsed": 0.0945160040864721, "loss": 2.966376787384211, }
json_stats: {"epoch": 1191, "elapsed": 0.0918603049358353, "loss": 2.9640083406673075, }
json_stats: {"epoch": 1192, "elapsed": 0.09634962701238692, "loss": 2.9702795401827187, }
json_stats: {"epoch": 1193, "elapsed": 0.09288824500981718, "loss": 2.9646594733997547, }
json_stats: {"epoch": 1194, "elapsed": 0.09657085000071675, "loss": 2.9709448299962915, }
json_stats: {"epoch": 1195, "elapsed": 0.09365549904759973, "loss": 2.972523133337171, }
json_stats: {"epoch": 1196, "elapsed": 0.09197533596307039, "loss": 2.9688866355593038, }
json_stats: {"epoch": 1197, "elapsed": 0.09355626499745995, "loss": 2.9691021218256837, }
json_stats: {"epoch": 1198, "elapsed": 0.0935414059786126, "loss": 2.9644854848650333, }
json_stats: {"epoch": 1099, "elapsed": 0.09114760695956647, "loss": 2.9651496540428646, "sqnorm_min": 0.027370932422557295, "sqnorm_avg": 1.311222210290409, "sqnorm_max": 3.07489631187324, "mean_rank": 152.2724770642202, "map_rank": 0.08672513978105238, "best": false}
json_stats: {"epoch": 1200, "elapsed": 0.09418856201227754, "loss": 2.9664434804200313, }
json_stats: {"epoch": 1201, "elapsed": 0.09151772502809763, "loss": 2.9673652349440776, }
json_stats: {"epoch": 1202, "elapsed": 0.0932138659991324, "loss": 2.9664049806485395, }
json_stats: {"epoch": 1203, "elapsed": 0.08922678604722023, "loss": 2.967162395507045, }
json_stats: {"epoch": 1204, "elapsed": 0.09272373199928552, "loss": 2.973177201067522, }
json_stats: {"epoch": 1205, "elapsed": 0.09087237995117903, "loss": 2.971611810240458, }
json_stats: {"epoch": 1206, "elapsed": 0.09434868395328522, "loss": 2.969221462794481, }
json_stats: {"epoch": 1207, "elapsed": 0.09449002100154757, "loss": 2.965836124464218, }
json_stats: {"epoch": 1208, "elapsed": 0.09393511002417654, "loss": 2.9689428094028623, }
json_stats: {"epoch": 1209, "elapsed": 0.09677813400048763, "loss": 2.9728169856732984, }
json_stats: {"epoch": 1210, "elapsed": 0.10868772189132869, "loss": 2.965694285381199, }
json_stats: {"epoch": 1211, "elapsed": 0.1135085440473631, "loss": 2.968499544963892, }
json_stats: {"epoch": 1212, "elapsed": 0.09680573095101863, "loss": 2.9722967800595135, }
json_stats: {"epoch": 1213, "elapsed": 0.09491058893036097, "loss": 2.970825257878694, }
json_stats: {"epoch": 1214, "elapsed": 0.09754721296485513, "loss": 2.967777244711998, }
json_stats: {"epoch": 1215, "elapsed": 0.10381915105972439, "loss": 2.966385176857582, }
json_stats: {"epoch": 1216, "elapsed": 0.10233179398346692, "loss": 2.9659074526936147, }
json_stats: {"epoch": 1217, "elapsed": 0.09528875397518277, "loss": 2.9698325170010516, }
json_stats: {"epoch": 1218, "elapsed": 0.09341186506208032, "loss": 2.965519547247213, }
json_stats: {"epoch": 1219, "elapsed": 0.09488502400927246, "loss": 2.9724504047380615, }
json_stats: {"epoch": 1220, "elapsed": 0.09527305397205055, "loss": 2.965884731110556, }
json_stats: {"epoch": 1221, "elapsed": 0.09528703999239951, "loss": 2.967745450188356, }
json_stats: {"epoch": 1222, "elapsed": 0.09378511703107506, "loss": 2.9679346039460532, }
json_stats: {"epoch": 1223, "elapsed": 0.09470988204702735, "loss": 2.9685956350335325, }
json_stats: {"epoch": 1224, "elapsed": 0.09301638801116496, "loss": 2.967451588670826, }
json_stats: {"epoch": 1225, "elapsed": 0.09570868103764951, "loss": 2.969433832950871, }
json_stats: {"epoch": 1226, "elapsed": 0.10044140403624624, "loss": 2.9636988433540585, }
json_stats: {"epoch": 1227, "elapsed": 0.09854303591419011, "loss": 2.9605827190403033, }
json_stats: {"epoch": 1228, "elapsed": 0.0971892400411889, "loss": 2.97014946163316, }
json_stats: {"epoch": 1229, "elapsed": 0.09314132703002542, "loss": 2.9680692056342535, }
json_stats: {"epoch": 1230, "elapsed": 0.09335854894015938, "loss": 2.964560629019898, }
json_stats: {"epoch": 1231, "elapsed": 0.09388434200081974, "loss": 2.9719629160416314, }
json_stats: {"epoch": 1232, "elapsed": 0.0923394940327853, "loss": 2.9688220094693274, }
json_stats: {"epoch": 1233, "elapsed": 0.09458042902406305, "loss": 2.96410083835453, }
json_stats: {"epoch": 1234, "elapsed": 0.09320208802819252, "loss": 2.96725040658952, }
json_stats: {"epoch": 1235, "elapsed": 0.09338560397736728, "loss": 2.9623008002449844, }
json_stats: {"epoch": 1236, "elapsed": 0.09581308101769537, "loss": 2.9697976258438996, }
json_stats: {"epoch": 1237, "elapsed": 0.09330480499193072, "loss": 2.9749694907184208, }
json_stats: {"epoch": 1238, "elapsed": 0.09236730891279876, "loss": 2.971160844088767, }
json_stats: {"epoch": 1239, "elapsed": 0.09242609003558755, "loss": 2.967130799107261, }
json_stats: {"epoch": 1240, "elapsed": 0.09246598498430103, "loss": 2.969852023002468, }
json_stats: {"epoch": 1241, "elapsed": 0.09144472307525575, "loss": 2.963017216638228, }
json_stats: {"epoch": 1242, "elapsed": 0.09725156996864825, "loss": 2.9644629723007436, }
json_stats: {"epoch": 1243, "elapsed": 0.09359100298024714, "loss": 2.961629699166067, }
json_stats: {"epoch": 1244, "elapsed": 0.09268432599492371, "loss": 2.971938494201457, }
json_stats: {"epoch": 1245, "elapsed": 0.09283041907474399, "loss": 2.9659519929727267, }
json_stats: {"epoch": 1246, "elapsed": 0.09404050698503852, "loss": 2.9662305404144775, }
json_stats: {"epoch": 1247, "elapsed": 0.09387543599586934, "loss": 2.971874037455438, }
json_stats: {"epoch": 1248, "elapsed": 0.09523619792889804, "loss": 2.9616690747236643, }
json_stats: {"epoch": 1249, "elapsed": 0.09578536509070545, "loss": 2.9642538907282567, }
json_stats: {"epoch": 1250, "elapsed": 0.09345167397987098, "loss": 2.9685062670346327, }
json_stats: {"epoch": 1251, "elapsed": 0.0908342869952321, "loss": 2.9691186080833627, }
json_stats: {"epoch": 1252, "elapsed": 0.09440445702057332, "loss": 2.9658599106712695, }
json_stats: {"epoch": 1253, "elapsed": 0.09062029991764575, "loss": 2.9735162484458293, }
json_stats: {"epoch": 1254, "elapsed": 0.0942313140258193, "loss": 2.9563696362890184, }
json_stats: {"epoch": 1255, "elapsed": 0.09277629700955003, "loss": 2.9694536623035446, }
json_stats: {"epoch": 1256, "elapsed": 0.09469519800040871, "loss": 2.9632556304245252, }
json_stats: {"epoch": 1257, "elapsed": 0.09317671007011086, "loss": 2.9694046748203475, }
json_stats: {"epoch": 1258, "elapsed": 0.09337728505488485, "loss": 2.963446019338115, }
json_stats: {"epoch": 1259, "elapsed": 0.09292249893769622, "loss": 2.9632229466035827, }
json_stats: {"epoch": 1260, "elapsed": 0.09441916295327246, "loss": 2.966115258581019, }
json_stats: {"epoch": 1261, "elapsed": 0.09604458406101912, "loss": 2.971551521670044, }
json_stats: {"epoch": 1262, "elapsed": 0.09359875100199133, "loss": 2.971439614087239, }
json_stats: {"epoch": 1263, "elapsed": 0.09200541907921433, "loss": 2.973538468158829, }
json_stats: {"epoch": 1264, "elapsed": 0.09193538804538548, "loss": 2.9686755045621718, }
json_stats: {"epoch": 1265, "elapsed": 0.09387357998639345, "loss": 2.9692088027942614, }
json_stats: {"epoch": 1266, "elapsed": 0.09230809600558132, "loss": 2.9661289121020387, }
json_stats: {"epoch": 1267, "elapsed": 0.09575318195857108, "loss": 2.969871488403662, }
json_stats: {"epoch": 1268, "elapsed": 0.09463895903900266, "loss": 2.972465354620519, }
json_stats: {"epoch": 1269, "elapsed": 0.09468357404693961, "loss": 2.9671199541266793, }
json_stats: {"epoch": 1270, "elapsed": 0.0919897339772433, "loss": 2.964262985528736, }
json_stats: {"epoch": 1271, "elapsed": 0.09272729197982699, "loss": 2.9717239920385152, }
json_stats: {"epoch": 1272, "elapsed": 0.09286989201791584, "loss": 2.9684180595263467, }
json_stats: {"epoch": 1273, "elapsed": 0.09348304802551866, "loss": 2.9630685236414775, }
json_stats: {"epoch": 1274, "elapsed": 0.09304225700907409, "loss": 2.972062309398964, }
json_stats: {"epoch": 1275, "elapsed": 0.09463214792776853, "loss": 2.9724778917121473, }
json_stats: {"epoch": 1276, "elapsed": 0.09404443600215018, "loss": 2.9657287917069026, }
json_stats: {"epoch": 1277, "elapsed": 0.09235464199446142, "loss": 2.962194262374547, }
json_stats: {"epoch": 1278, "elapsed": 0.09404736396390945, "loss": 2.964536662025216, }
json_stats: {"epoch": 1279, "elapsed": 0.09348244091961533, "loss": 2.9738070946918405, }
json_stats: {"epoch": 1280, "elapsed": 0.09380798297934234, "loss": 2.9647671269791522, }
json_stats: {"epoch": 1281, "elapsed": 0.09258753398898989, "loss": 2.960437782420829, }
json_stats: {"epoch": 1282, "elapsed": 0.09596547298133373, "loss": 2.958488610092712, }
json_stats: {"epoch": 1283, "elapsed": 0.09528665104880929, "loss": 2.9663094553657317, }
json_stats: {"epoch": 1284, "elapsed": 0.09489803202450275, "loss": 2.9648069071686134, }
json_stats: {"epoch": 1285, "elapsed": 0.09378347103483975, "loss": 2.9713644231890104, }
json_stats: {"epoch": 1286, "elapsed": 0.09484444896224886, "loss": 2.955044273323949, }
json_stats: {"epoch": 1287, "elapsed": 0.0936735050054267, "loss": 2.9676368033992393, }
json_stats: {"epoch": 1288, "elapsed": 0.09357563592493534, "loss": 2.9702198939694506, }
json_stats: {"epoch": 1289, "elapsed": 0.09144841704983264, "loss": 2.9687180477593853, }
json_stats: {"epoch": 1290, "elapsed": 0.09330075199250132, "loss": 2.9704033669561114, }
json_stats: {"epoch": 1291, "elapsed": 0.09254804695956409, "loss": 2.965266165341706, }
json_stats: {"epoch": 1292, "elapsed": 0.09526942693628371, "loss": 2.968679781674542, }
json_stats: {"epoch": 1293, "elapsed": 0.09385868499521166, "loss": 2.9748872203810004, }
json_stats: {"epoch": 1294, "elapsed": 0.0954439239576459, "loss": 2.9585063535708187, }
json_stats: {"epoch": 1295, "elapsed": 0.09342984005343169, "loss": 2.9683841644932953, }
json_stats: {"epoch": 1296, "elapsed": 0.09569886303506792, "loss": 2.9720062756052616, }
json_stats: {"epoch": 1297, "elapsed": 0.09427299909293652, "loss": 2.963137709398669, }
json_stats: {"epoch": 1298, "elapsed": 0.09334076708182693, "loss": 2.9623233815593815, }
json_stats: {"epoch": 1199, "elapsed": 0.09256118501070887, "loss": 2.9690144262024374, "sqnorm_min": 0.017621227941535034, "sqnorm_avg": 1.310951110982552, "sqnorm_max": 3.043992336700129, "mean_rank": 150.96009174311928, "map_rank": 0.08463016076551633, "best": false}
json_stats: {"epoch": 1300, "elapsed": 0.09151893202215433, "loss": 2.973522152436814, }
json_stats: {"epoch": 1301, "elapsed": 0.09022784803528339, "loss": 2.959524320994605, }
json_stats: {"epoch": 1302, "elapsed": 0.09398867003619671, "loss": 2.9629139021366115, }
json_stats: {"epoch": 1303, "elapsed": 0.09105139994062483, "loss": 2.9694728526096323, }
json_stats: {"epoch": 1304, "elapsed": 0.09177490801084787, "loss": 2.967709010855437, }
json_stats: {"epoch": 1305, "elapsed": 0.0928639390040189, "loss": 2.9712712582067073, }
json_stats: {"epoch": 1306, "elapsed": 0.09519916400313377, "loss": 2.96586831020987, }
json_stats: {"epoch": 1307, "elapsed": 0.09621418209280819, "loss": 2.970295160278492, }
json_stats: {"epoch": 1308, "elapsed": 0.09469589195214212, "loss": 2.9661783225221545, }
json_stats: {"epoch": 1309, "elapsed": 0.09142649604473263, "loss": 2.9640251885292215, }
json_stats: {"epoch": 1310, "elapsed": 0.09422794298734516, "loss": 2.964346135151893, }
json_stats: {"epoch": 1311, "elapsed": 0.09480427100788802, "loss": 2.9708438564222215, }
json_stats: {"epoch": 1312, "elapsed": 0.09357679705135524, "loss": 2.968399115643307, }
json_stats: {"epoch": 1313, "elapsed": 0.09704870590940118, "loss": 2.9583088302651124, }
json_stats: {"epoch": 1314, "elapsed": 0.09392777504399419, "loss": 2.974669446091836, }
json_stats: {"epoch": 1315, "elapsed": 0.09279607504140586, "loss": 2.9658930630758054, }
json_stats: {"epoch": 1316, "elapsed": 0.09433628094848245, "loss": 2.969417445844406, }
json_stats: {"epoch": 1317, "elapsed": 0.0919754090718925, "loss": 2.970460671915461, }
json_stats: {"epoch": 1318, "elapsed": 0.09505849506240338, "loss": 2.965645101573419, }
json_stats: {"epoch": 1319, "elapsed": 0.10362421802710742, "loss": 2.969234065427893, }
json_stats: {"epoch": 1320, "elapsed": 0.09328669996466488, "loss": 2.97741793849534, }
json_stats: {"epoch": 1321, "elapsed": 0.09359325701370835, "loss": 2.97518751278909, }
json_stats: {"epoch": 1322, "elapsed": 0.09211280103772879, "loss": 2.9738874316122956, }
json_stats: {"epoch": 1323, "elapsed": 0.09197709895670414, "loss": 2.9644017514647327, }
json_stats: {"epoch": 1324, "elapsed": 0.09465296799317002, "loss": 2.9607642640675533, }
json_stats: {"epoch": 1325, "elapsed": 0.09321302501484752, "loss": 2.9693484611025687, }
json_stats: {"epoch": 1326, "elapsed": 0.09363818808924407, "loss": 2.9590976025030398, }
json_stats: {"epoch": 1327, "elapsed": 0.0925249831052497, "loss": 2.972623057354957, }
json_stats: {"epoch": 1328, "elapsed": 0.09465301304589957, "loss": 2.966477622180571, }
json_stats: {"epoch": 1329, "elapsed": 0.09265492006670684, "loss": 2.971695857721144, }
json_stats: {"epoch": 1330, "elapsed": 0.091154522029683, "loss": 2.9652136322908214, }
json_stats: {"epoch": 1331, "elapsed": 0.0933574290247634, "loss": 2.9688383838395933, }
json_stats: {"epoch": 1332, "elapsed": 0.09158607805147767, "loss": 2.9669703962482923, }
json_stats: {"epoch": 1333, "elapsed": 0.09369766898453236, "loss": 2.967324483926244, }
json_stats: {"epoch": 1334, "elapsed": 0.0926626049913466, "loss": 2.9686495200168475, }
json_stats: {"epoch": 1335, "elapsed": 0.09494481305591762, "loss": 2.9663282129381146, }
json_stats: {"epoch": 1336, "elapsed": 0.09509421396069229, "loss": 2.9702722780475654, }
json_stats: {"epoch": 1337, "elapsed": 0.0953666380373761, "loss": 2.966937540183568, }
json_stats: {"epoch": 1338, "elapsed": 0.09210701996926218, "loss": 2.966182070760283, }
json_stats: {"epoch": 1339, "elapsed": 0.09306862601079047, "loss": 2.976120054193849, }
json_stats: {"epoch": 1340, "elapsed": 0.09087949700187892, "loss": 2.9678659586057545, }
json_stats: {"epoch": 1341, "elapsed": 0.09364222607109696, "loss": 2.970004550153683, }
json_stats: {"epoch": 1342, "elapsed": 0.09249178192112595, "loss": 2.9714459831371696, }
json_stats: {"epoch": 1343, "elapsed": 0.09437844099011272, "loss": 2.9746461745572956, }
json_stats: {"epoch": 1344, "elapsed": 0.0931491720257327, "loss": 2.9713821729305128, }
json_stats: {"epoch": 1345, "elapsed": 0.09515851899050176, "loss": 2.966743877916438, }
json_stats: {"epoch": 1346, "elapsed": 0.09396701399236917, "loss": 2.9680244876077033, }
json_stats: {"epoch": 1347, "elapsed": 0.09323290805332363, "loss": 2.9719016966040095, }
json_stats: {"epoch": 1348, "elapsed": 0.09353559697046876, "loss": 2.964145536362946, }
json_stats: {"epoch": 1349, "elapsed": 0.09449380997102708, "loss": 2.963408219116031, }
json_stats: {"epoch": 1350, "elapsed": 0.0923460959456861, "loss": 2.9635989990998977, }
json_stats: {"epoch": 1351, "elapsed": 0.09236050699837506, "loss": 2.971754746630316, }
json_stats: {"epoch": 1352, "elapsed": 0.09427812602370977, "loss": 2.973245551011409, }
json_stats: {"epoch": 1353, "elapsed": 0.09299724502488971, "loss": 2.9729235374896383, }
json_stats: {"epoch": 1354, "elapsed": 0.0941657000221312, "loss": 2.967264585932257, }
json_stats: {"epoch": 1355, "elapsed": 0.0934723160462454, "loss": 2.9657157298000403, }
json_stats: {"epoch": 1356, "elapsed": 0.09289200801867992, "loss": 2.970613551695209, }
json_stats: {"epoch": 1357, "elapsed": 0.09265214495826513, "loss": 2.9601880436719936, }
json_stats: {"epoch": 1358, "elapsed": 0.09292333596386015, "loss": 2.968574254583396, }
json_stats: {"epoch": 1359, "elapsed": 0.09455980011262, "loss": 2.9634460253874595, }
json_stats: {"epoch": 1360, "elapsed": 0.09375600202474743, "loss": 2.970190215566085, }
json_stats: {"epoch": 1361, "elapsed": 0.09412192495074123, "loss": 2.969267534169246, }
json_stats: {"epoch": 1362, "elapsed": 0.09236345102544874, "loss": 2.974532970539121, }
json_stats: {"epoch": 1363, "elapsed": 0.0946418340317905, "loss": 2.96381543158232, }
json_stats: {"epoch": 1364, "elapsed": 0.09531693998724222, "loss": 2.961371421242032, }
json_stats: {"epoch": 1365, "elapsed": 0.09228050499223173, "loss": 2.9670577830024434, }
json_stats: {"epoch": 1366, "elapsed": 0.09291599702555686, "loss": 2.974771820057906, }
json_stats: {"epoch": 1367, "elapsed": 0.09308022598270327, "loss": 2.9716929475193705, }
json_stats: {"epoch": 1368, "elapsed": 0.09370913205202669, "loss": 2.970980824011133, }
json_stats: {"epoch": 1369, "elapsed": 0.09200559603050351, "loss": 2.968273805154653, }
json_stats: {"epoch": 1370, "elapsed": 0.09125560894608498, "loss": 2.9710021077232773, }
json_stats: {"epoch": 1371, "elapsed": 0.09119897009804845, "loss": 2.968668104980068, }
json_stats: {"epoch": 1372, "elapsed": 0.0922675640322268, "loss": 2.9676454863630606, }
json_stats: {"epoch": 1373, "elapsed": 0.09667814197018743, "loss": 2.9609337991298923, }
json_stats: {"epoch": 1374, "elapsed": 0.09376484097447246, "loss": 2.9739894468820296, }
json_stats: {"epoch": 1375, "elapsed": 0.09409041702747345, "loss": 2.9700687351219908, }
json_stats: {"epoch": 1376, "elapsed": 0.0934617460006848, "loss": 2.972669632341359, }
json_stats: {"epoch": 1377, "elapsed": 0.09777901007328182, "loss": 2.9701268580470352, }
json_stats: {"epoch": 1378, "elapsed": 0.09398622100707144, "loss": 2.9731134951995926, }
json_stats: {"epoch": 1379, "elapsed": 0.09278712410014123, "loss": 2.9671810024950416, }
json_stats: {"epoch": 1380, "elapsed": 0.09475468203891069, "loss": 2.963256623283008, }
json_stats: {"epoch": 1381, "elapsed": 0.09423882304690778, "loss": 2.963869488766497, }
json_stats: {"epoch": 1382, "elapsed": 0.09309046599082649, "loss": 2.9694740286648256, }
json_stats: {"epoch": 1383, "elapsed": 0.09346336801536381, "loss": 2.966664487892133, }
json_stats: {"epoch": 1384, "elapsed": 0.09181395708583295, "loss": 2.965973948775444, }
json_stats: {"epoch": 1385, "elapsed": 0.09334571100771427, "loss": 2.96815145978581, }
json_stats: {"epoch": 1386, "elapsed": 0.09490006102714688, "loss": 2.962291645426898, }
json_stats: {"epoch": 1387, "elapsed": 0.092408218071796, "loss": 2.9642906237497906, }
json_stats: {"epoch": 1388, "elapsed": 0.09368159098085016, "loss": 2.9658704067427717, }
json_stats: {"epoch": 1389, "elapsed": 0.0940981269814074, "loss": 2.9672072376320577, }
json_stats: {"epoch": 1390, "elapsed": 0.09092749794945121, "loss": 2.9717040150513334, }
json_stats: {"epoch": 1391, "elapsed": 0.09557151806075126, "loss": 2.960188218625539, }
json_stats: {"epoch": 1392, "elapsed": 0.09269638301339, "loss": 2.9703687746145278, }
json_stats: {"epoch": 1393, "elapsed": 0.09460711502470076, "loss": 2.965927650387273, }
json_stats: {"epoch": 1394, "elapsed": 0.09104252303950489, "loss": 2.9670047817730145, }
json_stats: {"epoch": 1395, "elapsed": 0.09393515298143029, "loss": 2.968408364671941, }
json_stats: {"epoch": 1396, "elapsed": 0.09343028999865055, "loss": 2.9642565718073746, }
json_stats: {"epoch": 1397, "elapsed": 0.09535188903100789, "loss": 2.9676815811783444, }
json_stats: {"epoch": 1398, "elapsed": 0.09286742098629475, "loss": 2.969250781318555, }
json_stats: {"epoch": 1299, "elapsed": 0.09483957500196993, "loss": 2.9668736447399384, "sqnorm_min": 0.03182124015957085, "sqnorm_avg": 1.311823591905926, "sqnorm_max": 3.1062164826904626, "mean_rank": 152.76269113149846, "map_rank": 0.08514647583425453, "best": false}
json_stats: {"epoch": 1400, "elapsed": 0.09311489097308367, "loss": 2.9620630626523976, }
json_stats: {"epoch": 1401, "elapsed": 0.09121478395536542, "loss": 2.970882419194501, }
json_stats: {"epoch": 1402, "elapsed": 0.0928372519556433, "loss": 2.9655454759879847, }
json_stats: {"epoch": 1403, "elapsed": 0.09137263894081116, "loss": 2.9660602137824887, }
json_stats: {"epoch": 1404, "elapsed": 0.09180805995129049, "loss": 2.9673151007193743, }
json_stats: {"epoch": 1405, "elapsed": 0.0914462290238589, "loss": 2.9700600901596816, }
json_stats: {"epoch": 1406, "elapsed": 0.09417291998397559, "loss": 2.9764883452589754, }
json_stats: {"epoch": 1407, "elapsed": 0.09269955893978477, "loss": 2.968726778176757, }
json_stats: {"epoch": 1408, "elapsed": 0.0934023909503594, "loss": 2.968572585048294, }
json_stats: {"epoch": 1409, "elapsed": 0.0957795629510656, "loss": 2.9673313414258278, }
json_stats: {"epoch": 1410, "elapsed": 0.09235120797529817, "loss": 2.968023673577858, }
json_stats: {"epoch": 1411, "elapsed": 0.09423106699250638, "loss": 2.969199352298456, }
json_stats: {"epoch": 1412, "elapsed": 0.09253505803644657, "loss": 2.9715834258201865, }
json_stats: {"epoch": 1413, "elapsed": 0.09466743294615299, "loss": 2.963346228892722, }
json_stats: {"epoch": 1414, "elapsed": 0.09218270902056247, "loss": 2.961970506748142, }
json_stats: {"epoch": 1415, "elapsed": 0.09431781689636409, "loss": 2.967431369791396, }
json_stats: {"epoch": 1416, "elapsed": 0.08988890505861491, "loss": 2.964537868937849, }
json_stats: {"epoch": 1417, "elapsed": 0.09296616003848612, "loss": 2.9631355109158153, }
json_stats: {"epoch": 1418, "elapsed": 0.09303802694194019, "loss": 2.9644748723622203, }
json_stats: {"epoch": 1419, "elapsed": 0.09332216100301594, "loss": 2.9618396389530663, }
json_stats: {"epoch": 1420, "elapsed": 0.09433036495465785, "loss": 2.9720832852176775, }
json_stats: {"epoch": 1421, "elapsed": 0.09394717600662261, "loss": 2.971733850808926, }
json_stats: {"epoch": 1422, "elapsed": 0.0943659640615806, "loss": 2.9653968826775685, }
json_stats: {"epoch": 1423, "elapsed": 0.09413726895581931, "loss": 2.9639031434648415, }
json_stats: {"epoch": 1424, "elapsed": 0.09389241598546505, "loss": 2.9601567345129514, }
json_stats: {"epoch": 1425, "elapsed": 0.09253412892576307, "loss": 2.966875667585961, }
json_stats: {"epoch": 1426, "elapsed": 0.09561912796925753, "loss": 2.968920626462578, }
json_stats: {"epoch": 1427, "elapsed": 0.09187269303947687, "loss": 2.9708078947242016, }
json_stats: {"epoch": 1428, "elapsed": 0.09528678492642939, "loss": 2.9690050574433613, }
json_stats: {"epoch": 1429, "elapsed": 0.09289099299348891, "loss": 2.967072218184252, }
json_stats: {"epoch": 1430, "elapsed": 0.09352900006342679, "loss": 2.964196223866526, }
json_stats: {"epoch": 1431, "elapsed": 0.09395182691514492, "loss": 2.9688810950241904, }
json_stats: {"epoch": 1432, "elapsed": 0.09432866098359227, "loss": 2.969961434858772, }
json_stats: {"epoch": 1433, "elapsed": 0.09338716499041766, "loss": 2.9627929188487414, }
json_stats: {"epoch": 1434, "elapsed": 0.09320786595344543, "loss": 2.970624396560746, }
json_stats: {"epoch": 1435, "elapsed": 0.09425755694974214, "loss": 2.9676853393730145, }
json_stats: {"epoch": 1436, "elapsed": 0.09207408700603992, "loss": 2.9622654900584533, }
json_stats: {"epoch": 1437, "elapsed": 0.09325302299112082, "loss": 2.960238329500378, }
json_stats: {"epoch": 1438, "elapsed": 0.0927845110418275, "loss": 2.9680694451064835, }
json_stats: {"epoch": 1439, "elapsed": 0.09351046197116375, "loss": 2.970944431990908, }
json_stats: {"epoch": 1440, "elapsed": 0.09402006992604584, "loss": 2.9618774136397494, }
json_stats: {"epoch": 1441, "elapsed": 0.09389623906463385, "loss": 2.9706257914595775, }
json_stats: {"epoch": 1442, "elapsed": 0.09307670290581882, "loss": 2.963553186293705, }
json_stats: {"epoch": 1443, "elapsed": 0.09564815601333976, "loss": 2.9679830139481753, }
json_stats: {"epoch": 1444, "elapsed": 0.09271570004057139, "loss": 2.965020694284517, }
json_stats: {"epoch": 1445, "elapsed": 0.09912074799649417, "loss": 2.968890717059448, }
json_stats: {"epoch": 1446, "elapsed": 0.09198367700446397, "loss": 2.965428430547567, }
json_stats: {"epoch": 1447, "elapsed": 0.0939214340178296, "loss": 2.9668606581836783, }
json_stats: {"epoch": 1448, "elapsed": 0.09094391204416752, "loss": 2.966744486628941, }
json_stats: {"epoch": 1449, "elapsed": 0.09459762799087912, "loss": 2.9683414477122376, }
json_stats: {"epoch": 1450, "elapsed": 0.09206878102850169, "loss": 2.9716279452510213, }
json_stats: {"epoch": 1451, "elapsed": 0.09139674191828817, "loss": 2.965080279563391, }
json_stats: {"epoch": 1452, "elapsed": 0.09388765809126198, "loss": 2.964983344236036, }
json_stats: {"epoch": 1453, "elapsed": 0.09174138598609716, "loss": 2.9679057018385553, }
json_stats: {"epoch": 1454, "elapsed": 0.09412293101195246, "loss": 2.9639295660410165, }
json_stats: {"epoch": 1455, "elapsed": 0.09186438098549843, "loss": 2.9677636602905566, }
json_stats: {"epoch": 1456, "elapsed": 0.09503332490567118, "loss": 2.9675428074224643, }
json_stats: {"epoch": 1457, "elapsed": 0.09389755793381482, "loss": 2.9680084502169453, }
json_stats: {"epoch": 1458, "elapsed": 0.0932693580398336, "loss": 2.9637634386950737, }
json_stats: {"epoch": 1459, "elapsed": 0.09280926210340112, "loss": 2.972436998016235, }
json_stats: {"epoch": 1460, "elapsed": 0.09372627001721412, "loss": 2.9701462283730065, }
json_stats: {"epoch": 1461, "elapsed": 0.09282432997133583, "loss": 2.9644297299333107, }
json_stats: {"epoch": 1462, "elapsed": 0.09267670707777143, "loss": 2.964025852177344, }
json_stats: {"epoch": 1463, "elapsed": 0.09433080407325178, "loss": 2.9657847704867812, }
json_stats: {"epoch": 1464, "elapsed": 0.09193535195663571, "loss": 2.9643132324735824, }
json_stats: {"epoch": 1465, "elapsed": 0.09397708799224347, "loss": 2.9718617434895247, }
json_stats: {"epoch": 1466, "elapsed": 0.09394349996000528, "loss": 2.9670757108081594, }
json_stats: {"epoch": 1467, "elapsed": 0.09261321008671075, "loss": 2.9663854512321333, }
json_stats: {"epoch": 1468, "elapsed": 0.09235780197195709, "loss": 2.9727380254653424, }
json_stats: {"epoch": 1469, "elapsed": 0.09137283999007195, "loss": 2.9713523397578623, }
json_stats: {"epoch": 1470, "elapsed": 0.0936316610313952, "loss": 2.970848145931442, }
json_stats: {"epoch": 1471, "elapsed": 0.0912629240192473, "loss": 2.969931009127128, }
json_stats: {"epoch": 1472, "elapsed": 0.09583250898867846, "loss": 2.969548033802314, }
json_stats: {"epoch": 1473, "elapsed": 0.09387273795437068, "loss": 2.969102093886216, }
json_stats: {"epoch": 1474, "elapsed": 0.09310072904918343, "loss": 2.9665226033125185, }
json_stats: {"epoch": 1475, "elapsed": 0.09385103697422892, "loss": 2.968918429188178, }
json_stats: {"epoch": 1476, "elapsed": 0.09416947595309466, "loss": 2.9627394904496867, }
json_stats: {"epoch": 1477, "elapsed": 0.09324753005057573, "loss": 2.972651669272297, }
json_stats: {"epoch": 1478, "elapsed": 0.09170490608084947, "loss": 2.9695234936638686, }
json_stats: {"epoch": 1479, "elapsed": 0.09334684198256582, "loss": 2.965397075933685, }
json_stats: {"epoch": 1480, "elapsed": 0.0948264830512926, "loss": 2.9700287162864027, }
json_stats: {"epoch": 1481, "elapsed": 0.09500232303980738, "loss": 2.9662929981172415, }
json_stats: {"epoch": 1482, "elapsed": 0.0933363139629364, "loss": 2.96634010429781, }
json_stats: {"epoch": 1483, "elapsed": 0.09477177902590483, "loss": 2.965284761693922, }
json_stats: {"epoch": 1484, "elapsed": 0.09423905808944255, "loss": 2.9670390878769464, }
json_stats: {"epoch": 1485, "elapsed": 0.09392575907986611, "loss": 2.9669567843707423, }
json_stats: {"epoch": 1486, "elapsed": 0.09216816897969693, "loss": 2.9661617961115456, }
json_stats: {"epoch": 1487, "elapsed": 0.09371590497903526, "loss": 2.9619554480051096, }
json_stats: {"epoch": 1488, "elapsed": 0.09288993501104414, "loss": 2.964461173222097, }
json_stats: {"epoch": 1489, "elapsed": 0.09525240294169635, "loss": 2.9722615203077023, }
json_stats: {"epoch": 1490, "elapsed": 0.0940999889280647, "loss": 2.966550805895575, }
json_stats: {"epoch": 1491, "elapsed": 0.09476521902251989, "loss": 2.961697873157693, }
json_stats: {"epoch": 1492, "elapsed": 0.09288675896823406, "loss": 2.9684725500301377, }
json_stats: {"epoch": 1493, "elapsed": 0.09390258800704032, "loss": 2.965926150028179, }
json_stats: {"epoch": 1494, "elapsed": 0.09350841608829796, "loss": 2.9692512147072647, }
json_stats: {"epoch": 1495, "elapsed": 0.09283464902546257, "loss": 2.969619361564602, }
json_stats: {"epoch": 1496, "elapsed": 0.09356683096848428, "loss": 2.9612983736904503, }
json_stats: {"epoch": 1497, "elapsed": 0.09310848999302834, "loss": 2.97322002159855, }
json_stats: {"epoch": 1498, "elapsed": 0.09161030093673617, "loss": 2.964957088387646, }
json_stats: {"epoch": 1399, "elapsed": 0.09332646999973804, "loss": 2.9640390966986474, "sqnorm_min": 0.020717455372901133, "sqnorm_avg": 1.312896165740066, "sqnorm_max": 3.071445486671025, "mean_rank": 150.33195718654434, "map_rank": 0.08320322123054068, "best": true}
json_stats: {"epoch": 1499, "elapsed": 0.09172256896272302, "loss": 2.9677685543052053, "sqnorm_min": 0.052039131949451325, "sqnorm_avg": 1.3132004545384635, "sqnorm_max": 3.060463858614532, "mean_rank": 153.33730886850154, "map_rank": 0.08486362633886955, "best": false}
