| [ |
| { |
| "epoch": 1, |
| "train": { |
| "loss": 4.267286704387582, |
| "perplexity": 71.3278393113302 |
| }, |
| "val": { |
| "loss": 4.235164642333984, |
| "perplexity": 69.07305014557596 |
| }, |
| "lr": 0.0001, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 2, |
| "train": { |
| "loss": 4.194130488786863, |
| "perplexity": 66.29606133974748 |
| }, |
| "val": { |
| "loss": 4.1302809715271, |
| "perplexity": 62.19539561526758 |
| }, |
| "lr": 0.0002, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 3, |
| "train": { |
| "loss": 4.067326534145772, |
| "perplexity": 58.40062163110528 |
| }, |
| "val": { |
| "loss": 3.969141960144043, |
| "perplexity": 52.9390874993532 |
| }, |
| "lr": 0.0003, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 4, |
| "train": { |
| "loss": 3.8803716372737163, |
| "perplexity": 48.44221465906783 |
| }, |
| "val": { |
| "loss": 3.7394514083862305, |
| "perplexity": 42.07490189423073 |
| }, |
| "lr": 0.0004, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 5, |
| "train": { |
| "loss": 3.616340913557741, |
| "perplexity": 37.20119608399373 |
| }, |
| "val": { |
| "loss": 3.417146921157837, |
| "perplexity": 30.482322370014607 |
| }, |
| "lr": 0.0005, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 6, |
| "train": { |
| "loss": 3.248769691233874, |
| "perplexity": 25.758629346807847 |
| }, |
| "val": { |
| "loss": 2.975475549697876, |
| "perplexity": 19.598941304437318 |
| }, |
| "lr": 0.0006, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 7, |
| "train": { |
| "loss": 2.7608444023111467, |
| "perplexity": 15.813190006512025 |
| }, |
| "val": { |
| "loss": 2.4224889278411865, |
| "perplexity": 11.273884308855251 |
| }, |
| "lr": 0.0007, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 8, |
| "train": { |
| "loss": 2.1950409647151017, |
| "perplexity": 8.980368927539084 |
| }, |
| "val": { |
| "loss": 1.8581258058547974, |
| "perplexity": 6.411708716557624 |
| }, |
| "lr": 0.0008, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 9, |
| "train": { |
| "loss": 1.6841797724545182, |
| "perplexity": 5.388029709009593 |
| }, |
| "val": { |
| "loss": 1.4314244985580444, |
| "perplexity": 4.1846559846106475 |
| }, |
| "lr": 0.0009000000000000001, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 10, |
| "train": { |
| "loss": 1.3262049700771954, |
| "perplexity": 3.7667214081328506 |
| }, |
| "val": { |
| "loss": 1.1600570678710938, |
| "perplexity": 3.190115324011677 |
| }, |
| "lr": 0.001, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 11, |
| "train": { |
| "loss": 1.1141544206718255, |
| "perplexity": 3.0469906172906147 |
| }, |
| "val": { |
| "loss": 1.0221816301345825, |
| "perplexity": 2.7792514535564545 |
| }, |
| "lr": 0.0009999317208437383, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 12, |
| "train": { |
| "loss": 1.0073434793110365, |
| "perplexity": 2.738316948537236 |
| }, |
| "val": { |
| "loss": 0.9525766968727112, |
| "perplexity": 2.5923808404234587 |
| }, |
| "lr": 0.0009997269020417926, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 13, |
| "train": { |
| "loss": 0.9501429677985433, |
| "perplexity": 2.586079358960453 |
| }, |
| "val": { |
| "loss": 0.9120690822601318, |
| "perplexity": 2.4894681225549915 |
| }, |
| "lr": 0.0009993855995895783, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 14, |
| "train": { |
| "loss": 0.9158413737633911, |
| "perplexity": 2.4988768570886775 |
| }, |
| "val": { |
| "loss": 0.8876054286956787, |
| "perplexity": 2.4293055356176674 |
| }, |
| "lr": 0.0009989079067957778, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 15, |
| "train": { |
| "loss": 0.8947900712988214, |
| "perplexity": 2.446822077362025 |
| }, |
| "val": { |
| "loss": 0.8717144131660461, |
| "perplexity": 2.391006514742327 |
| }, |
| "lr": 0.0009982939542568315, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 16, |
| "train": { |
| "loss": 0.8807536031223823, |
| "perplexity": 2.412717252731987 |
| }, |
| "val": { |
| "loss": 0.8607166409492493, |
| "perplexity": 2.364854838402787 |
| }, |
| "lr": 0.0009975439098212332, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 17, |
| "train": { |
| "loss": 0.8706607242276506, |
| "perplexity": 2.3884884644799396 |
| }, |
| "val": { |
| "loss": 0.8524667620658875, |
| "perplexity": 2.345425328160754 |
| }, |
| "lr": 0.0009966579785436421, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 18, |
| "train": { |
| "loss": 0.8633303792698851, |
| "perplexity": 2.3710440350633806 |
| }, |
| "val": { |
| "loss": 0.8461847901344299, |
| "perplexity": 2.330737614287014 |
| }, |
| "lr": 0.000995636402628824, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 19, |
| "train": { |
| "loss": 0.857168861801774, |
| "perplexity": 2.356479721038282 |
| }, |
| "val": { |
| "loss": 0.8412789702415466, |
| "perplexity": 2.319331436536704 |
| }, |
| "lr": 0.0009944794613654334, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 20, |
| "train": { |
| "loss": 0.8525501250237476, |
| "perplexity": 2.3456208579034055 |
| }, |
| "val": { |
| "loss": 0.8373305797576904, |
| "perplexity": 2.31019186553502 |
| }, |
| "lr": 0.0009931874710496598, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 21, |
| "train": { |
| "loss": 0.8485785873514377, |
| "perplexity": 2.336323610705574 |
| }, |
| "val": { |
| "loss": 0.8340818285942078, |
| "perplexity": 2.302698805158688 |
| }, |
| "lr": 0.000991760784898755, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 22, |
| "train": { |
| "loss": 0.8453276136735148, |
| "perplexity": 2.3287406168793376 |
| }, |
| "val": { |
| "loss": 0.8313987255096436, |
| "perplexity": 2.2965287080965395 |
| }, |
| "lr": 0.0009901997929544675, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 23, |
| "train": { |
| "loss": 0.8428459638346391, |
| "perplexity": 2.322968663049078 |
| }, |
| "val": { |
| "loss": 0.8291137218475342, |
| "perplexity": 2.291287122390299 |
| }, |
| "lr": 0.000988504921976408, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 24, |
| "train": { |
| "loss": 0.8405805023127748, |
| "perplexity": 2.3177120235319517 |
| }, |
| "val": { |
| "loss": 0.8271380662918091, |
| "perplexity": 2.2867647970067884 |
| }, |
| "lr": 0.000986676635325379, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 25, |
| "train": { |
| "loss": 0.8385675702623538, |
| "perplexity": 2.3130513191304956 |
| }, |
| "val": { |
| "loss": 0.8254439830780029, |
| "perplexity": 2.2828941067116975 |
| }, |
| "lr": 0.0009847154328366957, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 26, |
| "train": { |
| "loss": 0.8369192437344627, |
| "perplexity": 2.3092417958125044 |
| }, |
| "val": { |
| "loss": 0.8239459991455078, |
| "perplexity": 2.2794769280985836 |
| }, |
| "lr": 0.0009826218506835357, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 27, |
| "train": { |
| "loss": 0.8353680116406917, |
| "perplexity": 2.3056624027790016 |
| }, |
| "val": { |
| "loss": 0.8226136565208435, |
| "perplexity": 2.276441906118879 |
| }, |
| "lr": 0.0009803964612303557, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 28, |
| "train": { |
| "loss": 0.8338890734698107, |
| "perplexity": 2.3022549909391574 |
| }, |
| "val": { |
| "loss": 0.8214592933654785, |
| "perplexity": 2.273815581614891 |
| }, |
| "lr": 0.0009780398728764116, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 29, |
| "train": { |
| "loss": 0.8328818319625394, |
| "perplexity": 2.2999372316196105 |
| }, |
| "val": { |
| "loss": 0.8203822374343872, |
| "perplexity": 2.2713678734524234 |
| }, |
| "lr": 0.0009755527298894293, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 30, |
| "train": { |
| "loss": 0.8316851668062614, |
| "perplexity": 2.2971866229799045 |
| }, |
| "val": { |
| "loss": 0.8193965554237366, |
| "perplexity": 2.269130130032885 |
| }, |
| "lr": 0.0009729357122294669, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 31, |
| "train": { |
| "loss": 0.8308074551630936, |
| "perplexity": 2.2951712401262676 |
| }, |
| "val": { |
| "loss": 0.8185335993766785, |
| "perplexity": 2.2671728151254458 |
| }, |
| "lr": 0.0009701895353630226, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 32, |
| "train": { |
| "loss": 0.8297150234570616, |
| "perplexity": 2.292665291330958 |
| }, |
| "val": { |
| "loss": 0.8176832795143127, |
| "perplexity": 2.2652458124497628 |
| }, |
| "lr": 0.0009673149500674307, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 33, |
| "train": { |
| "loss": 0.8287896566660442, |
| "perplexity": 2.2905447163136126 |
| }, |
| "val": { |
| "loss": 0.8169218897819519, |
| "perplexity": 2.2635217339780027 |
| }, |
| "lr": 0.0009643127422256086, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 34, |
| "train": { |
| "loss": 0.8278968252366444, |
| "perplexity": 2.2885005586803246 |
| }, |
| "val": { |
| "loss": 0.8162068724632263, |
| "perplexity": 2.261903855211494 |
| }, |
| "lr": 0.0009611837326112036, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 35, |
| "train": { |
| "loss": 0.82703607150704, |
| "perplexity": 2.2865315708176297 |
| }, |
| "val": { |
| "loss": 0.8155360221862793, |
| "perplexity": 2.260386965243714 |
| }, |
| "lr": 0.000957928776664201, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 36, |
| "train": { |
| "loss": 0.8263970617604984, |
| "perplexity": 2.2850709215923506 |
| }, |
| "val": { |
| "loss": 0.8149031400680542, |
| "perplexity": 2.2589568593451017 |
| }, |
| "lr": 0.0009545487642570565, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 37, |
| "train": { |
| "loss": 0.8257408664050313, |
| "perplexity": 2.28357196052612 |
| }, |
| "val": { |
| "loss": 0.8143033385276794, |
| "perplexity": 2.257602339803289 |
| }, |
| "lr": 0.0009510446194514129, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 38, |
| "train": { |
| "loss": 0.8247647231881364, |
| "perplexity": 2.2813439548497896 |
| }, |
| "val": { |
| "loss": 0.813750147819519, |
| "perplexity": 2.2563538005381885 |
| }, |
| "lr": 0.0009474173002454712, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 39, |
| "train": { |
| "loss": 0.8243643944177081, |
| "perplexity": 2.2804308500126838 |
| }, |
| "val": { |
| "loss": 0.8132014870643616, |
| "perplexity": 2.2551161673095206 |
| }, |
| "lr": 0.0009436677983120839, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 40, |
| "train": { |
| "loss": 0.8238986038982636, |
| "perplexity": 2.279368894286154 |
| }, |
| "val": { |
| "loss": 0.8126875758171082, |
| "perplexity": 2.253957535489739 |
| }, |
| "lr": 0.0009397971387276411, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 41, |
| "train": { |
| "loss": 0.8232921503174675, |
| "perplexity": 2.27798698193346 |
| }, |
| "val": { |
| "loss": 0.8122092485427856, |
| "perplexity": 2.2528796639335824 |
| }, |
| "lr": 0.0009358063796918247, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 42, |
| "train": { |
| "loss": 0.8226388235764017, |
| "perplexity": 2.2764991981797387 |
| }, |
| "val": { |
| "loss": 0.81173175573349, |
| "perplexity": 2.2518041868805594 |
| }, |
| "lr": 0.0009316966122383079, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 43, |
| "train": { |
| "loss": 0.8223485325904637, |
| "perplexity": 2.2758384468927235 |
| }, |
| "val": { |
| "loss": 0.8112995624542236, |
| "perplexity": 2.2508311825228833 |
| }, |
| "lr": 0.0009274689599364765, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 44, |
| "train": { |
| "loss": 0.8216505403685331, |
| "perplexity": 2.2742504836159 |
| }, |
| "val": { |
| "loss": 0.8108736872673035, |
| "perplexity": 2.2498728134595876 |
| }, |
| "lr": 0.000923124578584257, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 45, |
| "train": { |
| "loss": 0.8213132304381077, |
| "perplexity": 2.273483485708779 |
| }, |
| "val": { |
| "loss": 0.8105002641677856, |
| "perplexity": 2.2490328158270856 |
| }, |
| "lr": 0.0009186646558921328, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 46, |
| "train": { |
| "loss": 0.8206679466932467, |
| "perplexity": 2.272016916998605 |
| }, |
| "val": { |
| "loss": 0.8101365566253662, |
| "perplexity": 2.24821497436539 |
| }, |
| "lr": 0.0009140904111584359, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 47, |
| "train": { |
| "loss": 0.8203940914597092, |
| "perplexity": 2.2713947984642955 |
| }, |
| "val": { |
| "loss": 0.8097782135009766, |
| "perplexity": 2.247409486316348 |
| }, |
| "lr": 0.0009094030949360027, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 48, |
| "train": { |
| "loss": 0.8199898131703027, |
| "perplexity": 2.2704767084550395 |
| }, |
| "val": { |
| "loss": 0.8094663023948669, |
| "perplexity": 2.246708603649816 |
| }, |
| "lr": 0.0009046039886902861, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 49, |
| "train": { |
| "loss": 0.8194333266082472, |
| "perplexity": 2.269213570169662 |
| }, |
| "val": { |
| "loss": 0.8091487884521484, |
| "perplexity": 2.2459953555820267 |
| }, |
| "lr": 0.0008996944044490148, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 50, |
| "train": { |
| "loss": 0.8192079989564254, |
| "perplexity": 2.2687023112069675 |
| }, |
| "val": { |
| "loss": 0.8088722825050354, |
| "perplexity": 2.2453744103604993 |
| }, |
| "lr": 0.0008946756844434986, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 51, |
| "train": { |
| "loss": 0.8189671336675671, |
| "perplexity": 2.2681559253747774 |
| }, |
| "val": { |
| "loss": 0.8085968494415283, |
| "perplexity": 2.244756045170952 |
| }, |
| "lr": 0.0008895492007416751, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 52, |
| "train": { |
| "loss": 0.8183654592856044, |
| "perplexity": 2.2667916445277574 |
| }, |
| "val": { |
| "loss": 0.8083567023277283, |
| "perplexity": 2.2442170382085926 |
| }, |
| "lr": 0.0008843163548730011, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 53, |
| "train": { |
| "loss": 0.8181481706169719, |
| "perplexity": 2.2662991498979395 |
| }, |
| "val": { |
| "loss": 0.8080968260765076, |
| "perplexity": 2.2436338952735593 |
| }, |
| "lr": 0.0008789785774452872, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 54, |
| "train": { |
| "loss": 0.817783563631694, |
| "perplexity": 2.2654729920177767 |
| }, |
| "val": { |
| "loss": 0.8078644275665283, |
| "perplexity": 2.2431125386829525 |
| }, |
| "lr": 0.0008735373277535849, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 55, |
| "train": { |
| "loss": 0.8178156423449922, |
| "perplexity": 2.2655456666420206 |
| }, |
| "val": { |
| "loss": 0.8076416850090027, |
| "perplexity": 2.242612957700307 |
| }, |
| "lr": 0.0008679940933812293, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 56, |
| "train": { |
| "loss": 0.817450447370002, |
| "perplexity": 2.264718451805497 |
| }, |
| "val": { |
| "loss": 0.8074705004692078, |
| "perplexity": 2.2422290898902593 |
| }, |
| "lr": 0.0008623503897931489, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 57, |
| "train": { |
| "loss": 0.8171781407716819, |
| "perplexity": 2.2641018379855486 |
| }, |
| "val": { |
| "loss": 0.8072774410247803, |
| "perplexity": 2.2417962481713216 |
| }, |
| "lr": 0.0008566077599215528, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 58, |
| "train": { |
| "loss": 0.8169001386560776, |
| "perplexity": 2.263472500367293 |
| }, |
| "val": { |
| "loss": 0.807093620300293, |
| "perplexity": 2.2413841974337223 |
| }, |
| "lr": 0.0008507677737441078, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 59, |
| "train": { |
| "loss": 0.816572759275062, |
| "perplexity": 2.2627316074243304 |
| }, |
| "val": { |
| "loss": 0.8069285154342651, |
| "perplexity": 2.241014164544044 |
| }, |
| "lr": 0.0008448320278547235, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 60, |
| "train": { |
| "loss": 0.8165625353966873, |
| "perplexity": 2.2627084736498406 |
| }, |
| "val": { |
| "loss": 0.8067684769630432, |
| "perplexity": 2.2406555447604104 |
| }, |
| "lr": 0.0008388021450270577, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 61, |
| "train": { |
| "loss": 0.8163338504571829, |
| "perplexity": 2.262191085461126 |
| }, |
| "val": { |
| "loss": 0.8066238760948181, |
| "perplexity": 2.2403315674475093 |
| }, |
| "lr": 0.0008326797737708672, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 62, |
| "train": { |
| "loss": 0.815875753820889, |
| "perplexity": 2.2611550206612403 |
| }, |
| "val": { |
| "loss": 0.806483805179596, |
| "perplexity": 2.2400177841309272 |
| }, |
| "lr": 0.0008264665878813221, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 63, |
| "train": { |
| "loss": 0.8159242297681568, |
| "perplexity": 2.261264634949593 |
| }, |
| "val": { |
| "loss": 0.8063583970069885, |
| "perplexity": 2.2397368852078894 |
| }, |
| "lr": 0.0008201642859814064, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 64, |
| "train": { |
| "loss": 0.8157189239303804, |
| "perplexity": 2.260800431772722 |
| }, |
| "val": { |
| "loss": 0.8062153458595276, |
| "perplexity": 2.2394165111919317 |
| }, |
| "lr": 0.0008137745910575316, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 65, |
| "train": { |
| "loss": 0.815560201979979, |
| "perplexity": 2.260441621595002 |
| }, |
| "val": { |
| "loss": 0.8061246871948242, |
| "perplexity": 2.239213497883909 |
| }, |
| "lr": 0.0008072992499884889, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 66, |
| "train": { |
| "loss": 0.8152600667090273, |
| "perplexity": 2.259763285137874 |
| }, |
| "val": { |
| "loss": 0.805987536907196, |
| "perplexity": 2.238906410167679 |
| }, |
| "lr": 0.0008007400330678708, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 67, |
| "train": { |
| "loss": 0.8151453838771506, |
| "perplexity": 2.2595041439447705 |
| }, |
| "val": { |
| "loss": 0.8059006333351135, |
| "perplexity": 2.2387118496572014 |
| }, |
| "lr": 0.0007940987335200903, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 68, |
| "train": { |
| "loss": 0.815110765224772, |
| "perplexity": 2.2594259243102 |
| }, |
| "val": { |
| "loss": 0.8057852387428284, |
| "perplexity": 2.2384535293207377 |
| }, |
| "lr": 0.0007873771670101301, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 69, |
| "train": { |
| "loss": 0.8149542994418785, |
| "perplexity": 2.259072429119735 |
| }, |
| "val": { |
| "loss": 0.8056900501251221, |
| "perplexity": 2.2382404641643316 |
| }, |
| "lr": 0.0007805771711471604, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 70, |
| "train": { |
| "loss": 0.81489198694184, |
| "perplexity": 2.2589316650546345 |
| }, |
| "val": { |
| "loss": 0.8056098818778992, |
| "perplexity": 2.2380610355417914 |
| }, |
| "lr": 0.0007737006049821523, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 71, |
| "train": { |
| "loss": 0.8148102763092061, |
| "perplexity": 2.2587470938600234 |
| }, |
| "val": { |
| "loss": 0.8055404424667358, |
| "perplexity": 2.2379056312969876 |
| }, |
| "lr": 0.0007667493484996327, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 72, |
| "train": { |
| "loss": 0.8146823570203013, |
| "perplexity": 2.2584581750175015 |
| }, |
| "val": { |
| "loss": 0.8054438233375549, |
| "perplexity": 2.2376894172490776 |
| }, |
| "lr": 0.0007597253021037169, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 73, |
| "train": { |
| "loss": 0.8143867685173936, |
| "perplexity": 2.2577906994005876 |
| }, |
| "val": { |
| "loss": 0.8053678274154663, |
| "perplexity": 2.2375193684400556 |
| }, |
| "lr": 0.0007526303860985543, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 74, |
| "train": { |
| "loss": 0.8143070556090068, |
| "perplexity": 2.257610731510387 |
| }, |
| "val": { |
| "loss": 0.8053034543991089, |
| "perplexity": 2.237375337205063 |
| }, |
| "lr": 0.0007454665401633386, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 75, |
| "train": { |
| "loss": 0.8141464848975981, |
| "perplexity": 2.2572482544515227 |
| }, |
| "val": { |
| "loss": 0.8052125573158264, |
| "perplexity": 2.2371719755553334 |
| }, |
| "lr": 0.0007382357228220182, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 76, |
| "train": { |
| "loss": 0.8141076120411888, |
| "perplexity": 2.257160510469688 |
| }, |
| "val": { |
| "loss": 0.8051481246948242, |
| "perplexity": 2.237027833345096 |
| }, |
| "lr": 0.0007309399109078546, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 77, |
| "train": { |
| "loss": 0.8141206536437131, |
| "perplexity": 2.257189947651853 |
| }, |
| "val": { |
| "loss": 0.8050824403762817, |
| "perplexity": 2.236880900521946 |
| }, |
| "lr": 0.0007235810990229769, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 78, |
| "train": { |
| "loss": 0.8139220352454605, |
| "perplexity": 2.2567416727191962 |
| }, |
| "val": { |
| "loss": 0.8050385117530823, |
| "perplexity": 2.2367826395819748 |
| }, |
| "lr": 0.0007161612989930771, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 79, |
| "train": { |
| "loss": 0.8138093289275986, |
| "perplexity": 2.2564873380077324 |
| }, |
| "val": { |
| "loss": 0.8049581050872803, |
| "perplexity": 2.2366027945782676 |
| }, |
| "lr": 0.0007086825393173976, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 80, |
| "train": { |
| "loss": 0.8137225368346691, |
| "perplexity": 2.256291501247662 |
| }, |
| "val": { |
| "loss": 0.8048961758613586, |
| "perplexity": 2.2364642877873586 |
| }, |
| "lr": 0.0007011468646141583, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 81, |
| "train": { |
| "loss": 0.8134794536653359, |
| "perplexity": 2.255743101414684 |
| }, |
| "val": { |
| "loss": 0.8048341870307922, |
| "perplexity": 2.236325656278402 |
| }, |
| "lr": 0.0006935563350615798, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 82, |
| "train": { |
| "loss": 0.8135373546854412, |
| "perplexity": 2.2558737150226458 |
| }, |
| "val": { |
| "loss": 0.8048032522201538, |
| "perplexity": 2.236256477037728 |
| }, |
| "lr": 0.0006859130258346512, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 83, |
| "train": { |
| "loss": 0.8134341494568286, |
| "perplexity": 2.255640909073768 |
| }, |
| "val": { |
| "loss": 0.8047348856925964, |
| "perplexity": 2.2361035971736576 |
| }, |
| "lr": 0.000678219026537797, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 84, |
| "train": { |
| "loss": 0.8134148828009657, |
| "perplexity": 2.255597450835271 |
| }, |
| "val": { |
| "loss": 0.8046684265136719, |
| "perplexity": 2.2359549925027262 |
| }, |
| "lr": 0.0006704764406336006, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 85, |
| "train": { |
| "loss": 0.8132059084563317, |
| "perplexity": 2.2551261380840764 |
| }, |
| "val": { |
| "loss": 0.804642379283905, |
| "perplexity": 2.2358967528277827 |
| }, |
| "lr": 0.0006626873848677395, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 86, |
| "train": { |
| "loss": 0.8133182206849182, |
| "perplexity": 2.2553794305500428 |
| }, |
| "val": { |
| "loss": 0.8046043515205383, |
| "perplexity": 2.2358117282918104 |
| }, |
| "lr": 0.0006548539886902863, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 87, |
| "train": { |
| "loss": 0.8130511538919617, |
| "perplexity": 2.254777174023565 |
| }, |
| "val": { |
| "loss": 0.804531991481781, |
| "perplexity": 2.235649950721683 |
| }, |
| "lr": 0.0006469783936735403, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 88, |
| "train": { |
| "loss": 0.8129873147744299, |
| "perplexity": 2.2546332356330434 |
| }, |
| "val": { |
| "loss": 0.8044812083244324, |
| "perplexity": 2.2355364202412016 |
| }, |
| "lr": 0.0006390627529265416, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 89, |
| "train": { |
| "loss": 0.813028989565887, |
| "perplexity": 2.254727198960888 |
| }, |
| "val": { |
| "loss": 0.8044470548629761, |
| "perplexity": 2.2354600702380547 |
| }, |
| "lr": 0.0006311092305064331, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 90, |
| "train": { |
| "loss": 0.812988359314259, |
| "perplexity": 2.254635590688488 |
| }, |
| "val": { |
| "loss": 0.8043995499610901, |
| "perplexity": 2.235353877449107 |
| }, |
| "lr": 0.0006231200008268293, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 91, |
| "train": { |
| "loss": 0.8128572390675692, |
| "perplexity": 2.254339981694227 |
| }, |
| "val": { |
| "loss": 0.8043662309646606, |
| "perplexity": 2.235279398942027 |
| }, |
| "lr": 0.0006150972480633525, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 92, |
| "train": { |
| "loss": 0.8127956071370568, |
| "perplexity": 2.2542010466505853 |
| }, |
| "val": { |
| "loss": 0.8043234348297119, |
| "perplexity": 2.23518373967016 |
| }, |
| "lr": 0.0006070431655565018, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 93, |
| "train": { |
| "loss": 0.8128058832624236, |
| "perplexity": 2.2542242112221635 |
| }, |
| "val": { |
| "loss": 0.8042788505554199, |
| "perplexity": 2.2350840878466864 |
| }, |
| "lr": 0.0005989599552120144, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 94, |
| "train": { |
| "loss": 0.812878046467529, |
| "perplexity": 2.2543868891358807 |
| }, |
| "val": { |
| "loss": 0.8042363524436951, |
| "perplexity": 2.234989103011759 |
| }, |
| "lr": 0.0005908498268988889, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 95, |
| "train": { |
| "loss": 0.8126004606224808, |
| "perplexity": 2.2537611900928107 |
| }, |
| "val": { |
| "loss": 0.8042223453521729, |
| "perplexity": 2.2349577975340917 |
| }, |
| "lr": 0.0005827149978452267, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 96, |
| "train": { |
| "loss": 0.8127150543419126, |
| "perplexity": 2.254019471768741 |
| }, |
| "val": { |
| "loss": 0.8041770458221436, |
| "perplexity": 2.234856557289313 |
| }, |
| "lr": 0.0005745576920320652, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 97, |
| "train": { |
| "loss": 0.8125714530230581, |
| "perplexity": 2.2536958148392086 |
| }, |
| "val": { |
| "loss": 0.8041492700576782, |
| "perplexity": 2.2347944833020446 |
| }, |
| "lr": 0.0005663801395853636, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 98, |
| "train": { |
| "loss": 0.8124707327742532, |
| "perplexity": 2.253468833467009 |
| }, |
| "val": { |
| "loss": 0.8041078448295593, |
| "perplexity": 2.2347019083482573 |
| }, |
| "lr": 0.0005581845761663084, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 99, |
| "train": { |
| "loss": 0.8124093268096213, |
| "perplexity": 2.2533304612880043 |
| }, |
| "val": { |
| "loss": 0.8040937781333923, |
| "perplexity": 2.23467047369658 |
| }, |
| "lr": 0.0005499732423601062, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 100, |
| "train": { |
| "loss": 0.8122647544639106, |
| "perplexity": 2.2530047155650332 |
| }, |
| "val": { |
| "loss": 0.8040534257888794, |
| "perplexity": 2.2345803013230983 |
| }, |
| "lr": 0.0005417483830634301, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 101, |
| "train": { |
| "loss": 0.8122913349963399, |
| "perplexity": 2.2530646024258476 |
| }, |
| "val": { |
| "loss": 0.8040196895599365, |
| "perplexity": 2.2345049162820723 |
| }, |
| "lr": 0.000533512246870687, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 102, |
| "train": { |
| "loss": 0.8122061812791408, |
| "perplexity": 2.2528727537682904 |
| }, |
| "val": { |
| "loss": 0.8040140271186829, |
| "perplexity": 2.2344922635650755 |
| }, |
| "lr": 0.0005252670854592748, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 103, |
| "train": { |
| "loss": 0.8121829797462746, |
| "perplexity": 2.2528204842734194 |
| }, |
| "val": { |
| "loss": 0.803977906703949, |
| "perplexity": 2.234411554235432 |
| }, |
| "lr": 0.0005170151529739957, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 104, |
| "train": { |
| "loss": 0.812205035102296, |
| "perplexity": 2.2528701715791857 |
| }, |
| "val": { |
| "loss": 0.8039601445198059, |
| "perplexity": 2.234371866558425 |
| }, |
| "lr": 0.0005087587054107962, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 105, |
| "train": { |
| "loss": 0.8121232196359566, |
| "perplexity": 2.2526858594953882 |
| }, |
| "val": { |
| "loss": 0.8039250373840332, |
| "perplexity": 2.234293425538867 |
| }, |
| "lr": 0.0005005000000000002, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 106, |
| "train": { |
| "loss": 0.8120676226105451, |
| "perplexity": 2.252560620343908 |
| }, |
| "val": { |
| "loss": 0.8039178848266602, |
| "perplexity": 2.2342774446841043 |
| }, |
| "lr": 0.0004922412945892041, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 107, |
| "train": { |
| "loss": 0.8119911589160477, |
| "perplexity": 2.2523883878216484 |
| }, |
| "val": { |
| "loss": 0.8038837909698486, |
| "perplexity": 2.2342012708473655 |
| }, |
| "lr": 0.00048398484702600475, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 108, |
| "train": { |
| "loss": 0.8119965660592705, |
| "perplexity": 2.2524005668411817 |
| }, |
| "val": { |
| "loss": 0.8038656115531921, |
| "perplexity": 2.2341606547407578 |
| }, |
| "lr": 0.0004757329145407256, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 109, |
| "train": { |
| "loss": 0.8119102047279227, |
| "perplexity": 2.252206054928776 |
| }, |
| "val": { |
| "loss": 0.8038445115089417, |
| "perplexity": 2.234113514349414 |
| }, |
| "lr": 0.0004674877531293132, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 110, |
| "train": { |
| "loss": 0.8118159820006873, |
| "perplexity": 2.2519938559291255 |
| }, |
| "val": { |
| "loss": 0.8038253784179688, |
| "perplexity": 2.2340707692612245 |
| }, |
| "lr": 0.0004592516169365702, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 111, |
| "train": { |
| "loss": 0.8119196642392777, |
| "perplexity": 2.252227359798293 |
| }, |
| "val": { |
| "loss": 0.8037963509559631, |
| "perplexity": 2.2340059207980496 |
| }, |
| "lr": 0.000451026757639894, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 112, |
| "train": { |
| "loss": 0.8117747549351727, |
| "perplexity": 2.2519010147446865 |
| }, |
| "val": { |
| "loss": 0.8037891983985901, |
| "perplexity": 2.233989941999674 |
| }, |
| "lr": 0.000442815423833692, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 113, |
| "train": { |
| "loss": 0.811745160158504, |
| "perplexity": 2.25183437122323 |
| }, |
| "val": { |
| "loss": 0.8037717938423157, |
| "perplexity": 2.2339510607343684 |
| }, |
| "lr": 0.00043461986041463675, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 114, |
| "train": { |
| "loss": 0.811697253599648, |
| "perplexity": 2.251726496171373 |
| }, |
| "val": { |
| "loss": 0.8037596940994263, |
| "perplexity": 2.233924030664435 |
| }, |
| "lr": 0.000426442307967935, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 115, |
| "train": { |
| "loss": 0.8117630228815083, |
| "perplexity": 2.251874595476111 |
| }, |
| "val": { |
| "loss": 0.8037346005439758, |
| "perplexity": 2.2338679742712295 |
| }, |
| "lr": 0.00041828500215477355, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 116, |
| "train": { |
| "loss": 0.8116743146878155, |
| "perplexity": 2.2516748446082238 |
| }, |
| "val": { |
| "loss": 0.8037261962890625, |
| "perplexity": 2.2338492003542214 |
| }, |
| "lr": 0.00041015017310111127, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 117, |
| "train": { |
| "loss": 0.811655878569559, |
| "perplexity": 2.2516333328471725 |
| }, |
| "val": { |
| "loss": 0.803703248500824, |
| "perplexity": 2.233797939043984 |
| }, |
| "lr": 0.00040204004478798576, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 118, |
| "train": { |
| "loss": 0.8117527985062024, |
| "perplexity": 2.2518515715828076 |
| }, |
| "val": { |
| "loss": 0.8036813735961914, |
| "perplexity": 2.233749075461544 |
| }, |
| "lr": 0.0003939568344434986, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 119, |
| "train": { |
| "loss": 0.8115927425299477, |
| "perplexity": 2.2514911781234703 |
| }, |
| "val": { |
| "loss": 0.8036673069000244, |
| "perplexity": 2.2337176542129833 |
| }, |
| "lr": 0.0003859027519366478, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 120, |
| "train": { |
| "loss": 0.8116402439414793, |
| "perplexity": 2.2515981296726366 |
| }, |
| "val": { |
| "loss": 0.8036582469940186, |
| "perplexity": 2.233697417032666 |
| }, |
| "lr": 0.0003778799991731709, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 121, |
| "train": { |
| "loss": 0.8115622073749176, |
| "perplexity": 2.251422429540927 |
| }, |
| "val": { |
| "loss": 0.8036541938781738, |
| "perplexity": 2.2336883636166203 |
| }, |
| "lr": 0.00036989076949356706, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 122, |
| "train": { |
| "loss": 0.8116547026581473, |
| "perplexity": 2.2516306851273984 |
| }, |
| "val": { |
| "loss": 0.8036324977874756, |
| "perplexity": 2.2336399018370092 |
| }, |
| "lr": 0.00036193724707345875, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 123, |
| "train": { |
| "loss": 0.811613583038615, |
| "perplexity": 2.251538100833827 |
| }, |
| "val": { |
| "loss": 0.8036082983016968, |
| "perplexity": 2.233585849553991 |
| }, |
| "lr": 0.0003540216063264599, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 124, |
| "train": { |
| "loss": 0.8115812003974968, |
| "perplexity": 2.2514651912640526 |
| }, |
| "val": { |
| "loss": 0.8036167621612549, |
| "perplexity": 2.2336047543909365 |
| }, |
| "lr": 0.00034614601130971394, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 125, |
| "train": { |
| "loss": 0.8115622345823739, |
| "perplexity": 2.251422490796405 |
| }, |
| "val": { |
| "loss": 0.8035864233970642, |
| "perplexity": 2.2335369906109377 |
| }, |
| "lr": 0.0003383126151322607, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 126, |
| "train": { |
| "loss": 0.8115144660391755, |
| "perplexity": 2.2513149461925406 |
| }, |
| "val": { |
| "loss": 0.8035780787467957, |
| "perplexity": 2.233518352603653 |
| }, |
| "lr": 0.00033052355936639933, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 127, |
| "train": { |
| "loss": 0.811620055025347, |
| "perplexity": 2.251552672805697 |
| }, |
| "val": { |
| "loss": 0.8035699129104614, |
| "perplexity": 2.2335001141328026 |
| }, |
| "lr": 0.00032278097346220315, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 128, |
| "train": { |
| "loss": 0.8114311983926215, |
| "perplexity": 2.2511274922998497 |
| }, |
| "val": { |
| "loss": 0.8035480976104736, |
| "perplexity": 2.2334513901892556 |
| }, |
| "lr": 0.0003150869741653488, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 129, |
| "train": { |
| "loss": 0.8113703746329215, |
| "perplexity": 2.2509905744261762 |
| }, |
| "val": { |
| "loss": 0.8035488128662109, |
| "perplexity": 2.2334529876787474 |
| }, |
| "lr": 0.00030744366493842015, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 130, |
| "train": { |
| "loss": 0.8113892144914169, |
| "perplexity": 2.251032983169559 |
| }, |
| "val": { |
| "loss": 0.8035361170768738, |
| "perplexity": 2.2334246324101183 |
| }, |
| "lr": 0.0002998531353858419, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 131, |
| "train": { |
| "loss": 0.8114222319182626, |
| "perplexity": 2.251107307713404 |
| }, |
| "val": { |
| "loss": 0.8035280704498291, |
| "perplexity": 2.2334066609473737 |
| }, |
| "lr": 0.0002923174606826026, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 132, |
| "train": { |
| "loss": 0.8113720226385169, |
| "perplexity": 2.250994284074295 |
| }, |
| "val": { |
| "loss": 0.8035224080085754, |
| "perplexity": 2.2333940144491655 |
| }, |
| "lr": 0.0002848387010069229, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 133, |
| "train": { |
| "loss": 0.8113244494677665, |
| "perplexity": 2.2508871996860527 |
| }, |
| "val": { |
| "loss": 0.8034974932670593, |
| "perplexity": 2.2333383707077696 |
| }, |
| "lr": 0.0002774189009770232, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 134, |
| "train": { |
| "loss": 0.8112681323347197, |
| "perplexity": 2.2507604397415664 |
| }, |
| "val": { |
| "loss": 0.8034952282905579, |
| "perplexity": 2.233333312254569 |
| }, |
| "lr": 0.0002700600890921456, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 135, |
| "train": { |
| "loss": 0.8111606909487247, |
| "perplexity": 2.2505186279109095 |
| }, |
| "val": { |
| "loss": 0.8034923076629639, |
| "perplexity": 2.2333267895291957 |
| }, |
| "lr": 0.0002627642771779818, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 136, |
| "train": { |
| "loss": 0.8112658391870894, |
| "perplexity": 2.2507552784215155 |
| }, |
| "val": { |
| "loss": 0.8034774661064148, |
| "perplexity": 2.2332936437293247 |
| }, |
| "lr": 0.0002555334598366612, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 137, |
| "train": { |
| "loss": 0.8111089678881611, |
| "perplexity": 2.250402227209945 |
| }, |
| "val": { |
| "loss": 0.8034610152244568, |
| "perplexity": 2.2332569043814123 |
| }, |
| "lr": 0.00024836961390144554, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 138, |
| "train": { |
| "loss": 0.811150430226682, |
| "perplexity": 2.250495536083286 |
| }, |
| "val": { |
| "loss": 0.8034756183624268, |
| "perplexity": 2.233289517178233 |
| }, |
| "lr": 0.00024127469789628298, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 139, |
| "train": { |
| "loss": 0.8112837913323273, |
| "perplexity": 2.250795684669857 |
| }, |
| "val": { |
| "loss": 0.8034500479698181, |
| "perplexity": 2.2332324118185767 |
| }, |
| "lr": 0.00023425065150036722, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 140, |
| "train": { |
| "loss": 0.8112691325778558, |
| "perplexity": 2.2507626910503733 |
| }, |
| "val": { |
| "loss": 0.8034391403198242, |
| "perplexity": 2.233208052633924 |
| }, |
| "lr": 0.00022729939501784787, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 141, |
| "train": { |
| "loss": 0.8112102716677627, |
| "perplexity": 2.2506302130089018 |
| }, |
| "val": { |
| "loss": 0.8034433722496033, |
| "perplexity": 2.2332175034335826 |
| }, |
| "lr": 0.00022042282885283937, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 142, |
| "train": { |
| "loss": 0.8111135169649542, |
| "perplexity": 2.250412464485777 |
| }, |
| "val": { |
| "loss": 0.8034313321113586, |
| "perplexity": 2.2331906153479797 |
| }, |
| "lr": 0.00021362283298986966, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 143, |
| "train": { |
| "loss": 0.8112677328293744, |
| "perplexity": 2.250759540550919 |
| }, |
| "val": { |
| "loss": 0.8034238815307617, |
| "perplexity": 2.233173976843295 |
| }, |
| "lr": 0.0002069012664799097, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 144, |
| "train": { |
| "loss": 0.8111787935631766, |
| "perplexity": 2.2505593685507024 |
| }, |
| "val": { |
| "loss": 0.8034294247627258, |
| "perplexity": 2.2331863558789746 |
| }, |
| "lr": 0.00020025996693212895, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 145, |
| "train": { |
| "loss": 0.8111831438922662, |
| "perplexity": 2.2505691592458876 |
| }, |
| "val": { |
| "loss": 0.8034111261367798, |
| "perplexity": 2.233145492011058 |
| }, |
| "lr": 0.0001937007500115109, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 146, |
| "train": { |
| "loss": 0.8111118893008619, |
| "perplexity": 2.2504088015731964 |
| }, |
| "val": { |
| "loss": 0.803397536277771, |
| "perplexity": 2.233115144084888 |
| }, |
| "lr": 0.00018722540894246822, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 147, |
| "train": { |
| "loss": 0.8111203702976002, |
| "perplexity": 2.2504278873638355 |
| }, |
| "val": { |
| "loss": 0.803406834602356, |
| "perplexity": 2.23313590841087 |
| }, |
| "lr": 0.00018083571401859331, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 148, |
| "train": { |
| "loss": 0.8111484578195113, |
| "perplexity": 2.2504910971941308 |
| }, |
| "val": { |
| "loss": 0.8033961653709412, |
| "perplexity": 2.2331120826941837 |
| }, |
| "lr": 0.00017453341211867772, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 149, |
| "train": { |
| "loss": 0.8110295309165753, |
| "perplexity": 2.250223469172258 |
| }, |
| "val": { |
| "loss": 0.8033961653709412, |
| "perplexity": 2.2331120826941837 |
| }, |
| "lr": 0.0001683202262291329, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 150, |
| "train": { |
| "loss": 0.8110273556112876, |
| "perplexity": 2.250218574254571 |
| }, |
| "val": { |
| "loss": 0.8033907413482666, |
| "perplexity": 2.233099970276461 |
| }, |
| "lr": 0.00016219785497294242, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 151, |
| "train": { |
| "loss": 0.8110572262952535, |
| "perplexity": 2.250285790826354 |
| }, |
| "val": { |
| "loss": 0.8033813834190369, |
| "perplexity": 2.2330790731827532 |
| }, |
| "lr": 0.00015616797214527636, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 152, |
| "train": { |
| "loss": 0.8109686560087238, |
| "perplexity": 2.25008649119523 |
| }, |
| "val": { |
| "loss": 0.8033762574195862, |
| "perplexity": 2.233067626449989 |
| }, |
| "lr": 0.00015023222625589193, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 153, |
| "train": { |
| "loss": 0.8109918409265563, |
| "perplexity": 2.250138659870405 |
| }, |
| "val": { |
| "loss": 0.8033737540245056, |
| "perplexity": 2.2330620362064755 |
| }, |
| "lr": 0.0001443922400784472, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 154, |
| "train": { |
| "loss": 0.8110346990115211, |
| "perplexity": 2.250235098570847 |
| }, |
| "val": { |
| "loss": 0.8033759593963623, |
| "perplexity": 2.233066960944075 |
| }, |
| "lr": 0.00013864961020685105, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 155, |
| "train": { |
| "loss": 0.810968963389504, |
| "perplexity": 2.2500871828286773 |
| }, |
| "val": { |
| "loss": 0.8033671379089355, |
| "perplexity": 2.2330472620588426 |
| }, |
| "lr": 0.00013300590661877076, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 156, |
| "train": { |
| "loss": 0.811050844408139, |
| "perplexity": 2.2502714298022872 |
| }, |
| "val": { |
| "loss": 0.8033605813980103, |
| "perplexity": 2.233032621108069 |
| }, |
| "lr": 0.00012746267224641528, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 157, |
| "train": { |
| "loss": 0.8110117835941408, |
| "perplexity": 2.2501835340851724 |
| }, |
| "val": { |
| "loss": 0.8033583164215088, |
| "perplexity": 2.2330275633473833 |
| }, |
| "lr": 0.0001220214225547128, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 158, |
| "train": { |
| "loss": 0.8110832474011382, |
| "perplexity": 2.250344346513027 |
| }, |
| "val": { |
| "loss": 0.8033584356307983, |
| "perplexity": 2.2330278295450285 |
| }, |
| "lr": 0.00011668364512699887, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 159, |
| "train": { |
| "loss": 0.8109354279373289, |
| "perplexity": 2.2500117264028074 |
| }, |
| "val": { |
| "loss": 0.8033543229103088, |
| "perplexity": 2.2330186457446053 |
| }, |
| "lr": 0.0001114507992583249, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 160, |
| "train": { |
| "loss": 0.8109656297118867, |
| "perplexity": 2.250079681775902 |
| }, |
| "val": { |
| "loss": 0.8033451437950134, |
| "perplexity": 2.232998148703072 |
| }, |
| "lr": 0.00010632431555650147, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 161, |
| "train": { |
| "loss": 0.8108404369081058, |
| "perplexity": 2.2497980056240916 |
| }, |
| "val": { |
| "loss": 0.8033414483070374, |
| "perplexity": 2.23298989670051 |
| }, |
| "lr": 0.00010130559555098512, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 162, |
| "train": { |
| "loss": 0.8109844567605518, |
| "perplexity": 2.250122044534353 |
| }, |
| "val": { |
| "loss": 0.8033413290977478, |
| "perplexity": 2.232989630507387 |
| }, |
| "lr": 9.639601130971382e-05, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 163, |
| "train": { |
| "loss": 0.8109856419393792, |
| "perplexity": 2.2501247113329392 |
| }, |
| "val": { |
| "loss": 0.8033384084701538, |
| "perplexity": 2.232983108785779 |
| }, |
| "lr": 9.159690506399719e-05, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 164, |
| "train": { |
| "loss": 0.8109319088907279, |
| "perplexity": 2.250003808520621 |
| }, |
| "val": { |
| "loss": 0.8033344745635986, |
| "perplexity": 2.232974324456168 |
| }, |
| "lr": 8.6909588841564e-05, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 165, |
| "train": { |
| "loss": 0.8108815830026483, |
| "perplexity": 2.2498905779300142 |
| }, |
| "val": { |
| "loss": 0.8033347129821777, |
| "perplexity": 2.2329748568387973 |
| }, |
| "lr": 8.2335344107867e-05, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 166, |
| "train": { |
| "loss": 0.810827656430075, |
| "perplexity": 2.249769252313848 |
| }, |
| "val": { |
| "loss": 0.803328812122345, |
| "perplexity": 2.232961680406033 |
| }, |
| "lr": 7.787542141574282e-05, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 167, |
| "train": { |
| "loss": 0.8108815046338325, |
| "perplexity": 2.2498904016087606 |
| }, |
| "val": { |
| "loss": 0.8033285140991211, |
| "perplexity": 2.232961014931693 |
| }, |
| "lr": 7.353104006352338e-05, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 168, |
| "train": { |
| "loss": 0.8110405329003084, |
| "perplexity": 2.25024822623045 |
| }, |
| "val": { |
| "loss": 0.8033230900764465, |
| "perplexity": 2.2329489033333636 |
| }, |
| "lr": 6.930338776169184e-05, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 169, |
| "train": { |
| "loss": 0.8109885405110829, |
| "perplexity": 2.25013123349021 |
| }, |
| "val": { |
| "loss": 0.8033213019371033, |
| "perplexity": 2.2329449105131483 |
| }, |
| "lr": 6.519362030817506e-05, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 170, |
| "train": { |
| "loss": 0.8108920752909539, |
| "perplexity": 2.249914184554457 |
| }, |
| "val": { |
| "loss": 0.8033227920532227, |
| "perplexity": 2.232948237862832 |
| }, |
| "lr": 6.120286127235877e-05, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 171, |
| "train": { |
| "loss": 0.8108145877911986, |
| "perplexity": 2.2497398510840516 |
| }, |
| "val": { |
| "loss": 0.8033239841461182, |
| "perplexity": 2.232950899746149 |
| }, |
| "lr": 5.7332201687915906e-05, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 172, |
| "train": { |
| "loss": 0.8110050705995384, |
| "perplexity": 2.250168428665955 |
| }, |
| "val": { |
| "loss": 0.8033214211463928, |
| "perplexity": 2.2329451767009405 |
| }, |
| "lr": 5.358269975452865e-05, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 173, |
| "train": { |
| "loss": 0.8109411931500322, |
| "perplexity": 2.250024698236388 |
| }, |
| "val": { |
| "loss": 0.803314745426178, |
| "perplexity": 2.2329302702334415 |
| }, |
| "lr": 4.9955380548587093e-05, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 174, |
| "train": { |
| "loss": 0.810837634513521, |
| "perplexity": 2.249791700811178 |
| }, |
| "val": { |
| "loss": 0.8033167719841003, |
| "perplexity": 2.232934795400556 |
| }, |
| "lr": 4.645123574294344e-05, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 175, |
| "train": { |
| "loss": 0.8109386617028667, |
| "perplexity": 2.2500190024249527 |
| }, |
| "val": { |
| "loss": 0.8033138513565063, |
| "perplexity": 2.2329282738391005 |
| }, |
| "lr": 4.307122333579889e-05, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 176, |
| "train": { |
| "loss": 0.8108291999663012, |
| "perplexity": 2.2497727249168697 |
| }, |
| "val": { |
| "loss": 0.8033146262168884, |
| "perplexity": 2.232930004047426 |
| }, |
| "lr": 3.9816267388796325e-05, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 177, |
| "train": { |
| "loss": 0.8110295454475681, |
| "perplexity": 2.2502235018702392 |
| }, |
| "val": { |
| "loss": 0.803312361240387, |
| "perplexity": 2.232924946519165 |
| }, |
| "lr": 3.6687257774391265e-05, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 178, |
| "train": { |
| "loss": 0.8108626431810423, |
| "perplexity": 2.249847965807369 |
| }, |
| "val": { |
| "loss": 0.8033125400543213, |
| "perplexity": 2.2329253457972955 |
| }, |
| "lr": 3.3685049932569256e-05, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 179, |
| "train": { |
| "loss": 0.8108796865515955, |
| "perplexity": 2.2498863111267045 |
| }, |
| "val": { |
| "loss": 0.8033115267753601, |
| "perplexity": 2.232923083222167 |
| }, |
| "lr": 3.0810464636977505e-05, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 180, |
| "train": { |
| "loss": 0.8107901472003759, |
| "perplexity": 2.249684866784821 |
| }, |
| "val": { |
| "loss": 0.8033087253570557, |
| "perplexity": 2.232916827879331 |
| }, |
| "lr": 2.8064287770533007e-05, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 181, |
| "train": { |
| "loss": 0.8109256492269101, |
| "perplexity": 2.2499897242972726 |
| }, |
| "val": { |
| "loss": 0.8033045530319214, |
| "perplexity": 2.2329075114437633 |
| }, |
| "lr": 2.5447270110570818e-05, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 182, |
| "train": { |
| "loss": 0.8108535565081628, |
| "perplexity": 2.2498275222677573 |
| }, |
| "val": { |
| "loss": 0.8033049702644348, |
| "perplexity": 2.2329084430855706 |
| }, |
| "lr": 2.2960127123588366e-05, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 183, |
| "train": { |
| "loss": 0.8109168886125293, |
| "perplexity": 2.2499700130912785 |
| }, |
| "val": { |
| "loss": 0.8033055067062378, |
| "perplexity": 2.232909640911323 |
| }, |
| "lr": 2.0603538769644416e-05, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 184, |
| "train": { |
| "loss": 0.8109022249813733, |
| "perplexity": 2.2499370206027898 |
| }, |
| "val": { |
| "loss": 0.8033064007759094, |
| "perplexity": 2.232911637289005 |
| }, |
| "lr": 1.83781493164644e-05, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 185, |
| "train": { |
| "loss": 0.8108807030666133, |
| "perplexity": 2.2498885981710908 |
| }, |
| "val": { |
| "loss": 0.8033052682876587, |
| "perplexity": 2.2329091085442427 |
| }, |
| "lr": 1.6284567163304486e-05, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 186, |
| "train": { |
| "loss": 0.8108288356183683, |
| "perplexity": 2.249771905216977 |
| }, |
| "val": { |
| "loss": 0.8033049702644348, |
| "perplexity": 2.2329084430855706 |
| }, |
| "lr": 1.4323364674621138e-05, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 187, |
| "train": { |
| "loss": 0.8107868964498078, |
| "perplexity": 2.249677553632349 |
| }, |
| "val": { |
| "loss": 0.803304135799408, |
| "perplexity": 2.232906579802344 |
| }, |
| "lr": 1.249507802359217e-05, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 188, |
| "train": { |
| "loss": 0.810904454490931, |
| "perplexity": 2.249942036864473 |
| }, |
| "val": { |
| "loss": 0.8033047318458557, |
| "perplexity": 2.232907910718776 |
| }, |
| "lr": 1.080020704553273e-05, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 189, |
| "train": { |
| "loss": 0.8109824282612184, |
| "perplexity": 2.2501174801679147 |
| }, |
| "val": { |
| "loss": 0.8033047318458557, |
| "perplexity": 2.232907910718776 |
| }, |
| "lr": 9.23921510124501e-06, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 190, |
| "train": { |
| "loss": 0.810820284970981, |
| "perplexity": 2.249752668292958 |
| }, |
| "val": { |
| "loss": 0.8033040165901184, |
| "perplexity": 2.232906313619153 |
| }, |
| "lr": 7.812528950340203e-06, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 191, |
| "train": { |
| "loss": 0.8108162634835995, |
| "perplexity": 2.249743620959183 |
| }, |
| "val": { |
| "loss": 0.803303599357605, |
| "perplexity": 2.232905381978234 |
| }, |
| "lr": 6.52053863456649e-06, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 192, |
| "train": { |
| "loss": 0.8106963373450267, |
| "perplexity": 2.2494738340715155 |
| }, |
| "val": { |
| "loss": 0.8033033609390259, |
| "perplexity": 2.232904849612169 |
| }, |
| "lr": 5.363597371175892e-06, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 193, |
| "train": { |
| "loss": 0.8109488580621953, |
| "perplexity": 2.25004194454416 |
| }, |
| "val": { |
| "loss": 0.8033034801483154, |
| "perplexity": 2.2329051157951856 |
| }, |
| "lr": 4.342021456357749e-06, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 194, |
| "train": { |
| "loss": 0.8108208408893318, |
| "perplexity": 2.2497539189720985 |
| }, |
| "val": { |
| "loss": 0.8033031225204468, |
| "perplexity": 2.232904317246231 |
| }, |
| "lr": 3.456090178766798e-06, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 195, |
| "train": { |
| "loss": 0.8108208542403489, |
| "perplexity": 2.2497539490086016 |
| }, |
| "val": { |
| "loss": 0.8033032417297363, |
| "perplexity": 2.232904583429184 |
| }, |
| "lr": 2.7060457431684118e-06, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 196, |
| "train": { |
| "loss": 0.8108434448439601, |
| "perplexity": 2.2498047728823556 |
| }, |
| "val": { |
| "loss": 0.8033032417297363, |
| "perplexity": 2.232904583429184 |
| }, |
| "lr": 2.09209320422212e-06, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 197, |
| "train": { |
| "loss": 0.8109313431039954, |
| "perplexity": 2.2500025354986786 |
| }, |
| "val": { |
| "loss": 0.8033026456832886, |
| "perplexity": 2.2329032525147356 |
| }, |
| "lr": 1.6144004104217286e-06, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 198, |
| "train": { |
| "loss": 0.8108066706906414, |
| "perplexity": 2.2497220397379305 |
| }, |
| "val": { |
| "loss": 0.8033026456832886, |
| "perplexity": 2.2329032525147356 |
| }, |
| "lr": 1.2730979582074385e-06, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 199, |
| "train": { |
| "loss": 0.810915060406069, |
| "perplexity": 2.249965899685325 |
| }, |
| "val": { |
| "loss": 0.8033021688461304, |
| "perplexity": 2.232902187783748 |
| }, |
| "lr": 1.0682791562617323e-06, |
| "arch": "gru" |
| }, |
| { |
| "epoch": 200, |
| "train": { |
| "loss": 0.8108755032439724, |
| "perplexity": 2.2498768991798346 |
| }, |
| "val": { |
| "loss": 0.8033022880554199, |
| "perplexity": 2.2329024539664473 |
| }, |
| "lr": 1e-06, |
| "arch": "gru" |
| } |
| ] |