diff --git "a/memory_loss_run_0/log2.txt" "b/memory_loss_run_0/log2.txt" new file mode 100644--- /dev/null +++ "b/memory_loss_run_0/log2.txt" @@ -0,0 +1,10124 @@ +max_steps: 10000 +0 val loss 11.7310 +0 val perplexity 124369.2734 +0 hella 0.2427 +0 train 11.729280 (lr=8.3916e-07) (hash(x)=43020073) +1 train 11.690837 (lr=1.6783e-06) (hash(x)=40186831) +2 train 11.628223 (lr=2.5175e-06) (hash(x)=39532508) +3 train 11.540745 (lr=3.3566e-06) (hash(x)=41549576) +4 train 11.454134 (lr=4.1958e-06) (hash(x)=42489168) +5 train 11.366831 (lr=5.0350e-06) (hash(x)=46587281) +6 train 11.283005 (lr=5.8741e-06) (hash(x)=32862812) +7 train 11.189302 (lr=6.7133e-06) (hash(x)=44311150) +8 train 11.083904 (lr=7.5524e-06) (hash(x)=35238598) +9 train 10.998022 (lr=8.3916e-06) (hash(x)=43586079) +10 train 10.904757 (lr=9.2308e-06) (hash(x)=41060787) +11 train 10.821758 (lr=1.0070e-05) (hash(x)=38459896) +12 train 10.734671 (lr=1.0909e-05) (hash(x)=38321785) +13 train 10.665391 (lr=1.1748e-05) (hash(x)=39715411) +14 train 10.605263 (lr=1.2587e-05) (hash(x)=38525523) +15 train 10.524548 (lr=1.3427e-05) (hash(x)=37147761) +16 train 10.478959 (lr=1.4266e-05) (hash(x)=40218940) +17 train 10.442346 (lr=1.5105e-05) (hash(x)=42920847) +18 train 10.389630 (lr=1.5944e-05) (hash(x)=37172332) +19 train 10.357564 (lr=1.6783e-05) (hash(x)=37548788) +20 train 10.436346 (lr=1.7622e-05) (hash(x)=44236806) +21 train 10.283808 (lr=1.8462e-05) (hash(x)=39609464) +22 train 10.256331 (lr=1.9301e-05) (hash(x)=35826722) +23 train 10.226955 (lr=2.0140e-05) (hash(x)=41810828) +24 train 10.202855 (lr=2.0979e-05) (hash(x)=40768364) +25 train 10.201324 (lr=2.1818e-05) (hash(x)=41944228) +26 train 10.150231 (lr=2.2657e-05) (hash(x)=33074616) +27 train 10.142663 (lr=2.3497e-05) (hash(x)=40328572) +28 train 10.125000 (lr=2.4336e-05) (hash(x)=40526218) +29 train 10.079533 (lr=2.5175e-05) (hash(x)=35046913) +30 train 10.079214 (lr=2.6014e-05) (hash(x)=42067651) +31 train 10.037607 (lr=2.6853e-05) (hash(x)=37718833) +32 train 10.061878 (lr=2.7692e-05) (hash(x)=39086453) +33 train 10.007605 (lr=2.8531e-05) (hash(x)=38170439) +34 train 9.993877 (lr=2.9371e-05) (hash(x)=38416276) +35 train 9.956135 (lr=3.0210e-05) (hash(x)=35910520) +36 train 9.918903 (lr=3.1049e-05) (hash(x)=38294541) +37 train 9.851969 (lr=3.1888e-05) (hash(x)=37970328) +38 train 9.883423 (lr=3.2727e-05) (hash(x)=47798142) +39 train 9.835138 (lr=3.3566e-05) (hash(x)=41448397) +40 train 9.785187 (lr=3.4406e-05) (hash(x)=35998008) +41 train 9.790874 (lr=3.5245e-05) (hash(x)=42854073) +42 train 9.764421 (lr=3.6084e-05) (hash(x)=34023554) +43 train 9.729725 (lr=3.6923e-05) (hash(x)=38224169) +44 train 9.664454 (lr=3.7762e-05) (hash(x)=38541980) +45 train 9.645080 (lr=3.8601e-05) (hash(x)=40244184) +46 train 9.620018 (lr=3.9441e-05) (hash(x)=40982129) +47 train 9.603690 (lr=4.0280e-05) (hash(x)=35613076) +48 train 9.587133 (lr=4.1119e-05) (hash(x)=38365557) +49 train 9.522077 (lr=4.1958e-05) (hash(x)=37670153) +50 train 9.508860 (lr=4.2797e-05) (hash(x)=36490858) +51 train 9.473428 (lr=4.3636e-05) (hash(x)=45293341) +52 train 9.424390 (lr=4.4476e-05) (hash(x)=34608198) +53 train 9.409584 (lr=4.5315e-05) (hash(x)=40589220) +54 train 9.386301 (lr=4.6154e-05) (hash(x)=38360325) +55 train 9.327577 (lr=4.6993e-05) (hash(x)=34408476) +56 train 9.297775 (lr=4.7832e-05) (hash(x)=43105758) +57 train 9.251913 (lr=4.8671e-05) (hash(x)=38633295) +58 train 9.258825 (lr=4.9510e-05) (hash(x)=33040018) +59 train 9.207959 (lr=5.0350e-05) (hash(x)=40295276) +60 train 9.177380 (lr=5.1189e-05) (hash(x)=42039245) +61 train 9.154108 (lr=5.2028e-05) (hash(x)=37378101) +62 train 9.092644 (lr=5.2867e-05) (hash(x)=34922497) +63 train 9.069004 (lr=5.3706e-05) (hash(x)=39383384) +64 train 9.046868 (lr=5.4545e-05) (hash(x)=36886920) +65 train 9.014381 (lr=5.5385e-05) (hash(x)=49245126) +66 train 8.958651 (lr=5.6224e-05) (hash(x)=42143311) +67 train 8.902306 (lr=5.7063e-05) (hash(x)=39206249) +68 train 8.862336 (lr=5.7902e-05) (hash(x)=41447808) +69 train 8.831233 (lr=5.8741e-05) (hash(x)=38878572) +70 train 8.818881 (lr=5.9580e-05) (hash(x)=39456385) +71 train 8.767767 (lr=6.0420e-05) (hash(x)=32280717) +72 train 8.769514 (lr=6.1259e-05) (hash(x)=53645700) +73 train 8.701269 (lr=6.2098e-05) (hash(x)=45237171) +74 train 8.648593 (lr=6.2937e-05) (hash(x)=41353467) +75 train 8.593693 (lr=6.3776e-05) (hash(x)=31760015) +76 train 8.617966 (lr=6.4615e-05) (hash(x)=42936558) +77 train 8.532045 (lr=6.5455e-05) (hash(x)=41149046) +78 train 8.520231 (lr=6.6294e-05) (hash(x)=32504374) +79 train 8.472087 (lr=6.7133e-05) (hash(x)=38761479) +80 train 8.477598 (lr=6.7972e-05) (hash(x)=43169179) +81 train 8.373437 (lr=6.8811e-05) (hash(x)=38883720) +82 train 8.432563 (lr=6.9650e-05) (hash(x)=35264833) +83 train 8.383095 (lr=7.0490e-05) (hash(x)=39647690) +84 train 8.337786 (lr=7.1329e-05) (hash(x)=40459837) +85 train 8.276876 (lr=7.2168e-05) (hash(x)=39563297) +86 train 8.253001 (lr=7.3007e-05) (hash(x)=40575171) +87 train 8.269374 (lr=7.3846e-05) (hash(x)=36619588) +88 train 8.176229 (lr=7.4685e-05) (hash(x)=38554202) +89 train 8.187140 (lr=7.5524e-05) (hash(x)=45358690) +90 train 8.145928 (lr=7.6364e-05) (hash(x)=39849268) +91 train 8.104144 (lr=7.7203e-05) (hash(x)=36526892) +92 train 8.108366 (lr=7.8042e-05) (hash(x)=36573088) +93 train 8.124704 (lr=7.8881e-05) (hash(x)=35127937) +94 train 8.092756 (lr=7.9720e-05) (hash(x)=45519024) +95 train 8.108202 (lr=8.0559e-05) (hash(x)=51017638) +96 train 8.047218 (lr=8.1399e-05) (hash(x)=34429787) +97 train 8.035765 (lr=8.2238e-05) (hash(x)=42195066) +98 train 8.059847 (lr=8.3077e-05) (hash(x)=42577931) +99 train 8.068220 (lr=8.3916e-05) (hash(x)=43640945) +100 train 8.131557 (lr=8.4755e-05) (hash(x)=41025709) +101 train 8.113441 (lr=8.5594e-05) (hash(x)=38842108) +102 train 8.046230 (lr=8.6434e-05) (hash(x)=35807343) +103 train 8.024646 (lr=8.7273e-05) (hash(x)=42509003) +104 train 8.039476 (lr=8.8112e-05) (hash(x)=41423615) +105 train 7.999174 (lr=8.8951e-05) (hash(x)=38110590) +106 train 8.033017 (lr=8.9790e-05) (hash(x)=38546684) +107 train 8.015185 (lr=9.0629e-05) (hash(x)=37463563) +108 train 7.971608 (lr=9.1469e-05) (hash(x)=41539956) +109 train 7.946757 (lr=9.2308e-05) (hash(x)=39833125) +110 train 7.838242 (lr=9.3147e-05) (hash(x)=45219543) +111 train 7.921026 (lr=9.3986e-05) (hash(x)=39065190) +112 train 7.943944 (lr=9.4825e-05) (hash(x)=39365879) +113 train 7.872048 (lr=9.5664e-05) (hash(x)=29131564) +114 train 7.853287 (lr=9.6503e-05) (hash(x)=34823449) +115 train 7.885635 (lr=9.7343e-05) (hash(x)=42726380) +116 train 7.940184 (lr=9.8182e-05) (hash(x)=38025438) +117 train 7.784478 (lr=9.9021e-05) (hash(x)=36425104) +118 train 7.857435 (lr=9.9860e-05) (hash(x)=44404661) +119 train 7.782869 (lr=1.0070e-04) (hash(x)=41354818) +120 train 7.813264 (lr=1.0154e-04) (hash(x)=45081759) +121 train 7.830515 (lr=1.0238e-04) (hash(x)=36999177) +122 train 7.830234 (lr=1.0322e-04) (hash(x)=57249129) +123 train 7.777208 (lr=1.0406e-04) (hash(x)=39674309) +124 train 7.721416 (lr=1.0490e-04) (hash(x)=36976134) +125 train 7.648571 (lr=1.0573e-04) (hash(x)=44680407) +126 train 7.652251 (lr=1.0657e-04) (hash(x)=35696564) +127 train 7.720939 (lr=1.0741e-04) (hash(x)=42574395) +128 train 7.649464 (lr=1.0825e-04) (hash(x)=35377432) +129 train 7.674636 (lr=1.0909e-04) (hash(x)=39701873) +130 train 7.623181 (lr=1.0993e-04) (hash(x)=42333683) +131 train 7.653708 (lr=1.1077e-04) (hash(x)=41846049) +132 train 7.566389 (lr=1.1161e-04) (hash(x)=39764458) +133 train 7.662523 (lr=1.1245e-04) (hash(x)=43962856) +134 train 7.603921 (lr=1.1329e-04) (hash(x)=43204383) +135 train 7.553712 (lr=1.1413e-04) (hash(x)=29887805) +136 train 7.547771 (lr=1.1497e-04) (hash(x)=37745775) +137 train 7.493958 (lr=1.1580e-04) (hash(x)=37616655) +138 train 7.518706 (lr=1.1664e-04) (hash(x)=45318513) +139 train 7.516015 (lr=1.1748e-04) (hash(x)=37452544) +140 train 7.507874 (lr=1.1832e-04) (hash(x)=39375117) +141 train 7.476333 (lr=1.1916e-04) (hash(x)=37963790) +142 train 7.430883 (lr=1.2000e-04) (hash(x)=39774370) +143 train 7.399291 (lr=1.2084e-04) (hash(x)=42069862) +144 train 7.466346 (lr=1.2168e-04) (hash(x)=43741101) +145 train 7.439867 (lr=1.2252e-04) (hash(x)=34632743) +146 train 7.458813 (lr=1.2336e-04) (hash(x)=36867411) +147 train 7.401456 (lr=1.2420e-04) (hash(x)=40659571) +148 train 7.384440 (lr=1.2503e-04) (hash(x)=40091078) +149 train 7.599265 (lr=1.2587e-04) (hash(x)=42164174) +150 train 7.483500 (lr=1.2671e-04) (hash(x)=42858704) +151 train 7.537762 (lr=1.2755e-04) (hash(x)=42918253) +152 train 7.454994 (lr=1.2839e-04) (hash(x)=42546549) +153 train 7.453863 (lr=1.2923e-04) (hash(x)=39924040) +154 train 7.468177 (lr=1.3007e-04) (hash(x)=39853634) +155 train 7.418825 (lr=1.3091e-04) (hash(x)=40219509) +156 train 7.425561 (lr=1.3175e-04) (hash(x)=35699466) +157 train 7.418256 (lr=1.3259e-04) (hash(x)=36534529) +158 train 7.422984 (lr=1.3343e-04) (hash(x)=38735208) +159 train 7.406127 (lr=1.3427e-04) (hash(x)=40311991) +160 train 7.383471 (lr=1.3510e-04) (hash(x)=36811718) +161 train 7.308704 (lr=1.3594e-04) (hash(x)=41062268) +162 train 7.303185 (lr=1.3678e-04) (hash(x)=43953441) +163 train 7.376016 (lr=1.3762e-04) (hash(x)=46903324) +164 train 7.289227 (lr=1.3846e-04) (hash(x)=41728497) +165 train 7.242870 (lr=1.3930e-04) (hash(x)=35813038) +166 train 7.289783 (lr=1.4014e-04) (hash(x)=43527634) +167 train 7.290900 (lr=1.4098e-04) (hash(x)=43572214) +168 train 7.389205 (lr=1.4182e-04) (hash(x)=54470565) +169 train 7.257562 (lr=1.4266e-04) (hash(x)=42902061) +170 train 7.210373 (lr=1.4350e-04) (hash(x)=38992170) +171 train 7.223124 (lr=1.4434e-04) (hash(x)=46898423) +172 train 7.189637 (lr=1.4517e-04) (hash(x)=38308438) +173 train 7.163025 (lr=1.4601e-04) (hash(x)=39718297) +174 train 7.098283 (lr=1.4685e-04) (hash(x)=39620419) +175 train 7.141426 (lr=1.4769e-04) (hash(x)=42107279) +176 train 7.164737 (lr=1.4853e-04) (hash(x)=40724129) +177 train 6.979174 (lr=1.4937e-04) (hash(x)=37426508) +178 train 7.116960 (lr=1.5021e-04) (hash(x)=41111158) +179 train 7.085126 (lr=1.5105e-04) (hash(x)=39516236) +180 train 7.079826 (lr=1.5189e-04) (hash(x)=33589847) +181 train 7.075230 (lr=1.5273e-04) (hash(x)=34785706) +182 train 7.056334 (lr=1.5357e-04) (hash(x)=42025641) +183 train 7.102289 (lr=1.5441e-04) (hash(x)=38045891) +184 train 7.029064 (lr=1.5524e-04) (hash(x)=38925127) +185 train 6.967745 (lr=1.5608e-04) (hash(x)=41127830) +186 train 7.011209 (lr=1.5692e-04) (hash(x)=42691537) +187 train 7.020479 (lr=1.5776e-04) (hash(x)=38490304) +188 train 6.974633 (lr=1.5860e-04) (hash(x)=37223616) +189 train 7.015514 (lr=1.5944e-04) (hash(x)=37554255) +190 train 6.931524 (lr=1.6028e-04) (hash(x)=38932073) +191 train 6.920142 (lr=1.6112e-04) (hash(x)=42501293) +192 train 6.905061 (lr=1.6196e-04) (hash(x)=36097227) +193 train 6.925323 (lr=1.6280e-04) (hash(x)=36458062) +194 train 6.914077 (lr=1.6364e-04) (hash(x)=41912906) +195 train 6.916018 (lr=1.6448e-04) (hash(x)=41163674) +196 train 6.929262 (lr=1.6531e-04) (hash(x)=45775047) +197 train 6.965147 (lr=1.6615e-04) (hash(x)=46812286) +198 train 7.006958 (lr=1.6699e-04) (hash(x)=41240471) +199 train 7.059527 (lr=1.6783e-04) (hash(x)=39806219) +200 train 7.026184 (lr=1.6867e-04) (hash(x)=43076661) +201 train 7.000856 (lr=1.6951e-04) (hash(x)=38597506) +202 train 6.992122 (lr=1.7035e-04) (hash(x)=36420947) +203 train 7.023416 (lr=1.7119e-04) (hash(x)=39892881) +204 train 6.995694 (lr=1.7203e-04) (hash(x)=40575338) +205 train 6.942512 (lr=1.7287e-04) (hash(x)=39211306) +206 train 6.987882 (lr=1.7371e-04) (hash(x)=38317333) +207 train 6.883503 (lr=1.7455e-04) (hash(x)=40286692) +208 train 6.920146 (lr=1.7538e-04) (hash(x)=40748271) +209 train 6.870060 (lr=1.7622e-04) (hash(x)=40540025) +210 train 6.898149 (lr=1.7706e-04) (hash(x)=41158213) +211 train 6.959842 (lr=1.7790e-04) (hash(x)=42951784) +212 train 6.850318 (lr=1.7874e-04) (hash(x)=36354222) +213 train 6.859332 (lr=1.7958e-04) (hash(x)=40215941) +214 train 6.862913 (lr=1.8042e-04) (hash(x)=35173457) +215 train 6.842826 (lr=1.8126e-04) (hash(x)=37668416) +216 train 6.854797 (lr=1.8210e-04) (hash(x)=38048396) +217 train 6.833663 (lr=1.8294e-04) (hash(x)=36706047) +218 train 6.885518 (lr=1.8378e-04) (hash(x)=37494224) +219 train 6.847665 (lr=1.8462e-04) (hash(x)=39523697) +220 train 6.841324 (lr=1.8545e-04) (hash(x)=43419294) +221 train 6.865973 (lr=1.8629e-04) (hash(x)=39606527) +222 train 6.718120 (lr=1.8713e-04) (hash(x)=39259628) +223 train 6.708844 (lr=1.8797e-04) (hash(x)=40554699) +224 train 6.734761 (lr=1.8881e-04) (hash(x)=36903643) +225 train 6.791233 (lr=1.8965e-04) (hash(x)=37428583) +226 train 6.754758 (lr=1.9049e-04) (hash(x)=44921380) +227 train 6.796472 (lr=1.9133e-04) (hash(x)=42590754) +228 train 6.770117 (lr=1.9217e-04) (hash(x)=35156538) +229 train 6.785293 (lr=1.9301e-04) (hash(x)=43254265) +230 train 6.724044 (lr=1.9385e-04) (hash(x)=36703563) +231 train 6.714319 (lr=1.9469e-04) (hash(x)=37656297) +232 train 6.713047 (lr=1.9552e-04) (hash(x)=43561076) +233 train 6.680551 (lr=1.9636e-04) (hash(x)=40059009) +234 train 6.692312 (lr=1.9720e-04) (hash(x)=37021437) +235 train 6.612413 (lr=1.9804e-04) (hash(x)=41032031) +236 train 6.642633 (lr=1.9888e-04) (hash(x)=43185920) +237 train 6.651039 (lr=1.9972e-04) (hash(x)=39010648) +238 train 6.589418 (lr=2.0056e-04) (hash(x)=38543417) +239 train 6.616667 (lr=2.0140e-04) (hash(x)=40555532) +240 train 6.577783 (lr=2.0224e-04) (hash(x)=41111373) +241 train 6.551617 (lr=2.0308e-04) (hash(x)=33742461) +242 train 6.634755 (lr=2.0392e-04) (hash(x)=37515339) +243 train 6.594140 (lr=2.0476e-04) (hash(x)=40804377) +244 train 6.573778 (lr=2.0559e-04) (hash(x)=36992345) +245 train 6.579272 (lr=2.0643e-04) (hash(x)=43511680) +246 train 6.559344 (lr=2.0727e-04) (hash(x)=42924417) +247 train 6.619326 (lr=2.0811e-04) (hash(x)=44025028) +248 train 6.743015 (lr=2.0895e-04) (hash(x)=38242725) +249 train 6.714567 (lr=2.0979e-04) (hash(x)=38934557) +250 val loss 6.6702 +250 val perplexity 788.5919 +250 hella 0.2425 +250 train 6.699360 (lr=2.1063e-04) (hash(x)=40509581) +251 train 6.747437 (lr=2.1147e-04) (hash(x)=45490257) +252 train 6.726377 (lr=2.1231e-04) (hash(x)=43346826) +253 train 6.715366 (lr=2.1315e-04) (hash(x)=36955485) +254 train 6.632350 (lr=2.1399e-04) (hash(x)=38436940) +255 train 6.674634 (lr=2.1483e-04) (hash(x)=36471539) +256 train 6.670007 (lr=2.1566e-04) (hash(x)=36796014) +257 train 6.662346 (lr=2.1650e-04) (hash(x)=44070321) +258 train 6.695327 (lr=2.1734e-04) (hash(x)=40130987) +259 train 6.652949 (lr=2.1818e-04) (hash(x)=46063837) +260 train 6.612373 (lr=2.1902e-04) (hash(x)=42475500) +261 train 6.525410 (lr=2.1986e-04) (hash(x)=37700874) +262 train 6.579116 (lr=2.2070e-04) (hash(x)=37006772) +263 train 6.639875 (lr=2.2154e-04) (hash(x)=37947489) +264 train 6.588184 (lr=2.2238e-04) (hash(x)=40918121) +265 train 6.561726 (lr=2.2322e-04) (hash(x)=38681611) +266 train 6.601528 (lr=2.2406e-04) (hash(x)=35671352) +267 train 6.558660 (lr=2.2490e-04) (hash(x)=41194640) +268 train 6.536133 (lr=2.2573e-04) (hash(x)=46862409) +269 train 6.621952 (lr=2.2657e-04) (hash(x)=49107445) +270 train 6.540934 (lr=2.2741e-04) (hash(x)=39406893) +271 train 6.559958 (lr=2.2825e-04) (hash(x)=44627432) +272 train 6.463036 (lr=2.2909e-04) (hash(x)=39413705) +273 train 6.508152 (lr=2.2993e-04) (hash(x)=53432804) +274 train 6.468156 (lr=2.3077e-04) (hash(x)=42262227) +275 train 6.456047 (lr=2.3161e-04) (hash(x)=41605824) +276 train 6.508527 (lr=2.3245e-04) (hash(x)=40581674) +277 train 6.394554 (lr=2.3329e-04) (hash(x)=40595276) +278 train 6.462204 (lr=2.3413e-04) (hash(x)=37509550) +279 train 6.419534 (lr=2.3497e-04) (hash(x)=31917348) +280 train 6.404948 (lr=2.3580e-04) (hash(x)=39926323) +281 train 6.416345 (lr=2.3664e-04) (hash(x)=40545864) +282 train 6.433589 (lr=2.3748e-04) (hash(x)=44789089) +283 train 6.428381 (lr=2.3832e-04) (hash(x)=40561808) +284 train 6.441916 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4.230178 (lr=5.9103e-04) (hash(x)=35617390) +1480 train 4.228816 (lr=5.9101e-04) (hash(x)=40558956) +1481 train 4.198416 (lr=5.9098e-04) (hash(x)=38401852) +1482 train 4.210159 (lr=5.9096e-04) (hash(x)=41209188) +1483 train 4.227093 (lr=5.9094e-04) (hash(x)=41597838) +1484 train 4.230471 (lr=5.9091e-04) (hash(x)=49006727) +1485 train 4.215379 (lr=5.9089e-04) (hash(x)=39119369) +1486 train 4.202238 (lr=5.9086e-04) (hash(x)=37141131) +1487 train 4.356583 (lr=5.9084e-04) (hash(x)=36234927) +1488 train 4.341098 (lr=5.9082e-04) (hash(x)=40889775) +1489 train 4.321022 (lr=5.9079e-04) (hash(x)=33328235) +1490 train 4.382414 (lr=5.9077e-04) (hash(x)=38161244) +1491 train 4.363353 (lr=5.9075e-04) (hash(x)=44684604) +1492 train 4.405209 (lr=5.9072e-04) (hash(x)=45382340) +1493 train 4.458575 (lr=5.9070e-04) (hash(x)=39123673) +1494 train 4.403006 (lr=5.9068e-04) (hash(x)=39166918) +1495 train 4.416773 (lr=5.9065e-04) (hash(x)=40379234) +1496 train 4.304242 (lr=5.9063e-04) (hash(x)=39576484) 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4.184987 (lr=5.6650e-04) (hash(x)=35798090) +2204 train 4.197660 (lr=5.6645e-04) (hash(x)=43261087) +2205 train 4.172654 (lr=5.6641e-04) (hash(x)=41364641) +2206 train 4.177602 (lr=5.6636e-04) (hash(x)=37041972) +2207 train 4.086390 (lr=5.6632e-04) (hash(x)=29846895) +2208 train 4.175405 (lr=5.6628e-04) (hash(x)=50259930) +2209 train 4.192884 (lr=5.6623e-04) (hash(x)=39805350) +2210 train 4.133713 (lr=5.6619e-04) (hash(x)=38425201) +2211 train 4.161636 (lr=5.6614e-04) (hash(x)=43300465) +2212 train 4.118429 (lr=5.6610e-04) (hash(x)=38510854) +2213 train 4.161500 (lr=5.6605e-04) (hash(x)=39684164) +2214 train 4.115052 (lr=5.6601e-04) (hash(x)=45524200) +2215 train 4.082121 (lr=5.6597e-04) (hash(x)=29661170) +2216 train 4.134926 (lr=5.6592e-04) (hash(x)=39261087) +2217 train 4.130607 (lr=5.6588e-04) (hash(x)=38815417) +2218 train 4.136611 (lr=5.6583e-04) (hash(x)=39005543) +2219 train 4.252374 (lr=5.6579e-04) (hash(x)=41343579) +2220 train 4.050348 (lr=5.6574e-04) (hash(x)=41904353) 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(hash(x)=43603577) +2433 train 4.221592 (lr=5.5565e-04) (hash(x)=34999675) +2434 train 4.218621 (lr=5.5560e-04) (hash(x)=39497291) +2435 train 4.146854 (lr=5.5555e-04) (hash(x)=35738910) +2436 train 4.143037 (lr=5.5550e-04) (hash(x)=42313898) +2437 train 4.166725 (lr=5.5545e-04) (hash(x)=44905297) +2438 train 4.173388 (lr=5.5540e-04) (hash(x)=43070881) +2439 train 4.179798 (lr=5.5535e-04) (hash(x)=45373812) +2440 train 4.223208 (lr=5.5530e-04) (hash(x)=45946111) +2441 train 4.136000 (lr=5.5525e-04) (hash(x)=40455380) +2442 train 4.254375 (lr=5.5520e-04) (hash(x)=42845766) +2443 train 4.174005 (lr=5.5515e-04) (hash(x)=48572197) +2444 train 4.164824 (lr=5.5510e-04) (hash(x)=37472709) +2445 train 4.169128 (lr=5.5505e-04) (hash(x)=41290362) +2446 train 4.118927 (lr=5.5500e-04) (hash(x)=38665121) +2447 train 4.197431 (lr=5.5495e-04) (hash(x)=39177980) +2448 train 4.150406 (lr=5.5490e-04) (hash(x)=38434939) +2449 train 4.202670 (lr=5.5485e-04) (hash(x)=39074375) +2450 train 4.113173 (lr=5.5480e-04) (hash(x)=38917630) +2451 train 4.154822 (lr=5.5475e-04) (hash(x)=40999041) +2452 train 4.097735 (lr=5.5470e-04) (hash(x)=41538929) +2453 train 4.142131 (lr=5.5465e-04) (hash(x)=39787029) +2454 train 4.115460 (lr=5.5460e-04) (hash(x)=39428587) +2455 train 4.101291 (lr=5.5454e-04) (hash(x)=37987190) +2456 train 4.134841 (lr=5.5449e-04) (hash(x)=44944648) +2457 train 4.046213 (lr=5.5444e-04) (hash(x)=36816706) +2458 train 4.096162 (lr=5.5439e-04) (hash(x)=44421943) +2459 train 4.070832 (lr=5.5434e-04) (hash(x)=43264930) +2460 train 4.046572 (lr=5.5429e-04) (hash(x)=38348226) +2461 train 4.123092 (lr=5.5424e-04) (hash(x)=41055656) +2462 train 4.070629 (lr=5.5419e-04) (hash(x)=43096965) +2463 train 4.120125 (lr=5.5414e-04) (hash(x)=40706532) +2464 train 4.194582 (lr=5.5409e-04) (hash(x)=38889314) +2465 train 4.093575 (lr=5.5404e-04) (hash(x)=36914549) +2466 train 4.117350 (lr=5.5398e-04) (hash(x)=39094137) +2467 train 3.988403 (lr=5.5393e-04) (hash(x)=40500595) +2468 train 3.956152 (lr=5.5388e-04) (hash(x)=40130410) +2469 train 3.907935 (lr=5.5383e-04) (hash(x)=39389786) +2470 train 3.983560 (lr=5.5378e-04) (hash(x)=39586933) +2471 train 3.979162 (lr=5.5373e-04) (hash(x)=37881240) +2472 train 3.939880 (lr=5.5368e-04) (hash(x)=43125230) +2473 train 3.901652 (lr=5.5363e-04) (hash(x)=34379357) +2474 train 3.946026 (lr=5.5358e-04) (hash(x)=40564515) +2475 train 3.926410 (lr=5.5352e-04) (hash(x)=38403336) +2476 train 4.001925 (lr=5.5347e-04) (hash(x)=31532125) +2477 train 3.956626 (lr=5.5342e-04) (hash(x)=35303380) +2478 train 3.911392 (lr=5.5337e-04) (hash(x)=39470891) +2479 train 3.942675 (lr=5.5332e-04) (hash(x)=44253186) +2480 train 4.126754 (lr=5.5327e-04) (hash(x)=51342805) +2481 train 4.149345 (lr=5.5322e-04) (hash(x)=42824536) +2482 train 4.190789 (lr=5.5317e-04) (hash(x)=42943820) +2483 train 4.191916 (lr=5.5311e-04) (hash(x)=39946772) +2484 train 4.121062 (lr=5.5306e-04) (hash(x)=47065062) +2485 train 4.147986 (lr=5.5301e-04) (hash(x)=36795312) 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3.888280 (lr=5.5119e-04) (hash(x)=36662321) +2521 train 3.951752 (lr=5.5114e-04) (hash(x)=39053058) +2522 train 3.948759 (lr=5.5109e-04) (hash(x)=46480640) +2523 train 3.920703 (lr=5.5104e-04) (hash(x)=40826849) +2524 train 3.903747 (lr=5.5098e-04) (hash(x)=49368432) +2525 train 3.925067 (lr=5.5093e-04) (hash(x)=43353381) +2526 train 3.949448 (lr=5.5088e-04) (hash(x)=34771893) +2527 train 3.943260 (lr=5.5083e-04) (hash(x)=34967263) +2528 train 4.097023 (lr=5.5077e-04) (hash(x)=40898331) +2529 train 4.189916 (lr=5.5072e-04) (hash(x)=38593825) +2530 train 4.168378 (lr=5.5067e-04) (hash(x)=39852724) +2531 train 4.191784 (lr=5.5062e-04) (hash(x)=39559841) +2532 train 4.194552 (lr=5.5056e-04) (hash(x)=42840572) +2533 train 4.125835 (lr=5.5051e-04) (hash(x)=38086325) +2534 train 4.152768 (lr=5.5046e-04) (hash(x)=45712080) +2535 train 4.138220 (lr=5.5040e-04) (hash(x)=42488686) +2536 train 4.132417 (lr=5.5035e-04) (hash(x)=40803805) +2537 train 4.191544 (lr=5.5030e-04) (hash(x)=36232786) 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(lr=5.4450e-04) (hash(x)=40762000) +2645 train 4.093437 (lr=5.4445e-04) (hash(x)=42097167) +2646 train 4.113350 (lr=5.4439e-04) (hash(x)=41554551) +2647 train 4.088347 (lr=5.4434e-04) (hash(x)=36688489) +2648 train 4.126520 (lr=5.4428e-04) (hash(x)=40925644) +2649 train 4.084185 (lr=5.4423e-04) (hash(x)=37347517) +2650 train 4.155274 (lr=5.4417e-04) (hash(x)=39802143) +2651 train 4.078456 (lr=5.4411e-04) (hash(x)=35056570) +2652 train 4.123730 (lr=5.4406e-04) (hash(x)=37705725) +2653 train 4.047309 (lr=5.4400e-04) (hash(x)=48779130) +2654 train 4.055363 (lr=5.4395e-04) (hash(x)=42819559) +2655 train 4.084662 (lr=5.4389e-04) (hash(x)=37634817) +2656 train 4.089555 (lr=5.4384e-04) (hash(x)=39441896) +2657 train 4.067811 (lr=5.4378e-04) (hash(x)=42347856) +2658 train 4.045845 (lr=5.4372e-04) (hash(x)=37945399) +2659 train 4.056225 (lr=5.4367e-04) (hash(x)=34602623) +2660 train 4.045575 (lr=5.4361e-04) (hash(x)=40977896) +2661 train 4.118578 (lr=5.4356e-04) (hash(x)=38363327) +2662 train 4.109699 (lr=5.4350e-04) (hash(x)=42128121) +2663 train 4.064610 (lr=5.4345e-04) (hash(x)=39902231) +2664 train 4.080790 (lr=5.4339e-04) (hash(x)=40924000) +2665 train 3.981046 (lr=5.4333e-04) (hash(x)=34785871) +2666 train 3.886260 (lr=5.4328e-04) (hash(x)=40437224) +2667 train 3.871830 (lr=5.4322e-04) (hash(x)=40053866) +2668 train 3.939705 (lr=5.4317e-04) (hash(x)=37582909) +2669 train 3.926648 (lr=5.4311e-04) (hash(x)=36702787) +2670 train 3.951784 (lr=5.4305e-04) (hash(x)=36043121) +2671 train 3.944205 (lr=5.4300e-04) (hash(x)=42697406) +2672 train 3.921846 (lr=5.4294e-04) (hash(x)=33424781) +2673 train 4.023318 (lr=5.4288e-04) (hash(x)=46321874) +2674 train 3.853185 (lr=5.4283e-04) (hash(x)=40785611) +2675 train 3.868970 (lr=5.4277e-04) (hash(x)=49178104) +2676 train 3.952198 (lr=5.4272e-04) (hash(x)=44562577) +2677 train 3.889883 (lr=5.4266e-04) (hash(x)=38258972) +2678 train 4.107673 (lr=5.4260e-04) (hash(x)=42107609) +2679 train 4.115645 (lr=5.4255e-04) (hash(x)=50623068) 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(hash(x)=47266550) +2698 train 4.089166 (lr=5.4147e-04) (hash(x)=39240374) +2699 train 4.084153 (lr=5.4142e-04) (hash(x)=39291185) +2700 train 4.117064 (lr=5.4136e-04) (hash(x)=40926350) +2701 train 4.104816 (lr=5.4130e-04) (hash(x)=36213081) +2702 train 4.130854 (lr=5.4124e-04) (hash(x)=36571481) +2703 train 4.047988 (lr=5.4119e-04) (hash(x)=40422897) +2704 train 4.043555 (lr=5.4113e-04) (hash(x)=39330978) +2705 train 4.054515 (lr=5.4107e-04) (hash(x)=38808473) +2706 train 4.024367 (lr=5.4102e-04) (hash(x)=39735727) +2707 train 3.993411 (lr=5.4096e-04) (hash(x)=36334547) +2708 train 4.039966 (lr=5.4090e-04) (hash(x)=39908955) +2709 train 4.031386 (lr=5.4085e-04) (hash(x)=40317132) +2710 train 4.114153 (lr=5.4079e-04) (hash(x)=47921205) +2711 train 4.052797 (lr=5.4073e-04) (hash(x)=50603415) +2712 train 4.011094 (lr=5.4067e-04) (hash(x)=37160549) +2713 train 4.042330 (lr=5.4062e-04) (hash(x)=44192551) +2714 train 3.987968 (lr=5.4056e-04) (hash(x)=37138899) +2715 train 3.847523 (lr=5.4050e-04) (hash(x)=47153181) +2716 train 3.865865 (lr=5.4045e-04) (hash(x)=44701445) +2717 train 3.905207 (lr=5.4039e-04) (hash(x)=40953828) +2718 train 3.868827 (lr=5.4033e-04) (hash(x)=45541001) +2719 train 3.922907 (lr=5.4027e-04) (hash(x)=36620371) +2720 train 3.901774 (lr=5.4022e-04) (hash(x)=39477490) +2721 train 3.921060 (lr=5.4016e-04) (hash(x)=39759984) +2722 train 3.878587 (lr=5.4010e-04) (hash(x)=41246481) +2723 train 3.949824 (lr=5.4004e-04) (hash(x)=38362809) +2724 train 3.923754 (lr=5.3999e-04) (hash(x)=35338610) +2725 train 3.862245 (lr=5.3993e-04) (hash(x)=33344534) +2726 train 3.856333 (lr=5.3987e-04) (hash(x)=35100778) +2727 train 4.078617 (lr=5.3982e-04) (hash(x)=40742014) +2728 train 4.145731 (lr=5.3976e-04) (hash(x)=41924868) +2729 train 4.112489 (lr=5.3970e-04) (hash(x)=42979819) +2730 train 4.143461 (lr=5.3964e-04) (hash(x)=39865941) +2731 train 4.142359 (lr=5.3958e-04) (hash(x)=39957344) +2732 train 4.173279 (lr=5.3953e-04) (hash(x)=40262209) +2733 train 4.131645 (lr=5.3947e-04) (hash(x)=47057361) +2734 train 4.071126 (lr=5.3941e-04) (hash(x)=41104928) +2735 train 4.085607 (lr=5.3935e-04) (hash(x)=40522780) +2736 train 4.080945 (lr=5.3930e-04) (hash(x)=39109898) +2737 train 4.131927 (lr=5.3924e-04) (hash(x)=40622081) +2738 train 4.144124 (lr=5.3918e-04) (hash(x)=42252799) +2739 train 4.147769 (lr=5.3912e-04) (hash(x)=43657649) +2740 train 4.065566 (lr=5.3907e-04) (hash(x)=41028065) +2741 train 4.116953 (lr=5.3901e-04) (hash(x)=40857846) +2742 train 4.112895 (lr=5.3895e-04) (hash(x)=38944093) +2743 train 4.086830 (lr=5.3889e-04) (hash(x)=38259859) +2744 train 4.078741 (lr=5.3883e-04) (hash(x)=34842624) +2745 train 4.139389 (lr=5.3878e-04) (hash(x)=42377997) +2746 train 4.072890 (lr=5.3872e-04) (hash(x)=37656224) +2747 train 4.114507 (lr=5.3866e-04) (hash(x)=38147500) +2748 train 4.107851 (lr=5.3860e-04) (hash(x)=31737216) +2749 train 4.104452 (lr=5.3854e-04) (hash(x)=39994353) +2750 val loss 4.0654 +2750 val perplexity 58.2906 +2750 hella 0.2672 +2750 train 4.038633 (lr=5.3849e-04) (hash(x)=39783271) +2751 train 4.111668 (lr=5.3843e-04) (hash(x)=37926422) +2752 train 4.031759 (lr=5.3837e-04) (hash(x)=37295977) +2753 train 4.082489 (lr=5.3831e-04) (hash(x)=39743426) +2754 train 4.049610 (lr=5.3825e-04) (hash(x)=35645111) +2755 train 4.042320 (lr=5.3820e-04) (hash(x)=45251437) +2756 train 3.996224 (lr=5.3814e-04) (hash(x)=38955276) +2757 train 4.035681 (lr=5.3808e-04) (hash(x)=36920074) +2758 train 4.014503 (lr=5.3802e-04) (hash(x)=42385984) +2759 train 4.019298 (lr=5.3796e-04) (hash(x)=35519015) +2760 train 4.019040 (lr=5.3790e-04) (hash(x)=36674897) +2761 train 4.025853 (lr=5.3785e-04) (hash(x)=41891398) +2762 train 4.020216 (lr=5.3779e-04) (hash(x)=34706552) +2763 train 4.055593 (lr=5.3773e-04) (hash(x)=45651113) +2764 train 3.973684 (lr=5.3767e-04) (hash(x)=33575044) +2765 train 3.938154 (lr=5.3761e-04) (hash(x)=43542195) +2766 train 3.915786 (lr=5.3755e-04) (hash(x)=46264350) +2767 train 3.897413 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4.062089 (lr=5.3644e-04) (hash(x)=37140807) +2786 train 4.145956 (lr=5.3638e-04) (hash(x)=44223628) +2787 train 4.086364 (lr=5.3632e-04) (hash(x)=37719805) +2788 train 4.081861 (lr=5.3626e-04) (hash(x)=33043471) +2789 train 4.139302 (lr=5.3620e-04) (hash(x)=38534103) +2790 train 4.122144 (lr=5.3615e-04) (hash(x)=37883382) +2791 train 4.149309 (lr=5.3609e-04) (hash(x)=44990277) +2792 train 4.155056 (lr=5.3603e-04) (hash(x)=42559092) +2793 train 4.109560 (lr=5.3597e-04) (hash(x)=32502925) +2794 train 4.058444 (lr=5.3591e-04) (hash(x)=43522813) +2795 train 4.069968 (lr=5.3585e-04) (hash(x)=35521881) +2796 train 4.135273 (lr=5.3579e-04) (hash(x)=41554750) +2797 train 4.110236 (lr=5.3573e-04) (hash(x)=45067680) +2798 train 4.184736 (lr=5.3567e-04) (hash(x)=39879273) +2799 train 4.112623 (lr=5.3561e-04) (hash(x)=37865641) +2800 train 4.139718 (lr=5.3555e-04) (hash(x)=39989937) +2801 train 4.125983 (lr=5.3549e-04) (hash(x)=40389314) +2802 train 4.064986 (lr=5.3544e-04) (hash(x)=35416840) 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4.040167 (lr=5.1537e-04) (hash(x)=34512336) +3122 train 3.936799 (lr=5.1530e-04) (hash(x)=46001640) +3123 train 3.906711 (lr=5.1523e-04) (hash(x)=42306638) +3124 train 3.879635 (lr=5.1517e-04) (hash(x)=44508165) +3125 train 3.854200 (lr=5.1510e-04) (hash(x)=40973434) +3126 train 3.815888 (lr=5.1503e-04) (hash(x)=41611694) +3127 train 3.847436 (lr=5.1497e-04) (hash(x)=36636051) +3128 train 3.864462 (lr=5.1490e-04) (hash(x)=40437037) +3129 train 3.875276 (lr=5.1483e-04) (hash(x)=42284957) +3130 train 3.868487 (lr=5.1477e-04) (hash(x)=39554588) +3131 train 3.875064 (lr=5.1470e-04) (hash(x)=41839804) +3132 train 3.832315 (lr=5.1463e-04) (hash(x)=41216645) +3133 train 3.858082 (lr=5.1457e-04) (hash(x)=46201779) +3134 train 3.905680 (lr=5.1450e-04) (hash(x)=41829944) +3135 train 4.067362 (lr=5.1443e-04) (hash(x)=42874622) +3136 train 4.064799 (lr=5.1437e-04) (hash(x)=35291117) +3137 train 4.094635 (lr=5.1430e-04) (hash(x)=42819466) +3138 train 4.043925 (lr=5.1423e-04) (hash(x)=35564183) 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(lr=5.0697e-04) (hash(x)=34312954) +3246 train 4.151868 (lr=5.0690e-04) (hash(x)=38043420) +3247 train 4.063349 (lr=5.0683e-04) (hash(x)=41487135) +3248 train 4.040634 (lr=5.0676e-04) (hash(x)=40851252) +3249 train 4.040629 (lr=5.0669e-04) (hash(x)=33869846) +3250 val loss 4.0121 +3250 val perplexity 55.2605 +3250 hella 0.2723 +3250 train 4.016915 (lr=5.0662e-04) (hash(x)=38817488) +3251 train 3.984363 (lr=5.0655e-04) (hash(x)=49025986) +3252 train 4.054296 (lr=5.0649e-04) (hash(x)=39989820) +3253 train 4.075528 (lr=5.0642e-04) (hash(x)=38637470) +3254 train 4.125860 (lr=5.0635e-04) (hash(x)=47157812) +3255 train 4.019469 (lr=5.0628e-04) (hash(x)=43941969) +3256 train 3.991544 (lr=5.0621e-04) (hash(x)=38730930) +3257 train 4.006248 (lr=5.0614e-04) (hash(x)=43017315) +3258 train 4.019968 (lr=5.0607e-04) (hash(x)=36438289) +3259 train 4.019078 (lr=5.0600e-04) (hash(x)=43561333) +3260 train 3.989104 (lr=5.0593e-04) (hash(x)=37606427) +3261 train 4.013352 (lr=5.0586e-04) (hash(x)=39215555) 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(lr=4.7330e-04) (hash(x)=45352070) +3705 train 3.993331 (lr=4.7322e-04) (hash(x)=36219843) +3706 train 3.951813 (lr=4.7314e-04) (hash(x)=35265784) +3707 train 3.972692 (lr=4.7307e-04) (hash(x)=37928175) +3708 train 3.988071 (lr=4.7299e-04) (hash(x)=37843917) +3709 train 3.946951 (lr=4.7291e-04) (hash(x)=35529184) +3710 train 3.950447 (lr=4.7283e-04) (hash(x)=42954363) +3711 train 3.947917 (lr=4.7276e-04) (hash(x)=40418372) +3712 train 3.946595 (lr=4.7268e-04) (hash(x)=41770168) +3713 train 4.018555 (lr=4.7260e-04) (hash(x)=41244352) +3714 train 3.967887 (lr=4.7252e-04) (hash(x)=39493340) +3715 train 3.922740 (lr=4.7244e-04) (hash(x)=38844988) +3716 train 3.973540 (lr=4.7237e-04) (hash(x)=42910870) +3717 train 3.939490 (lr=4.7229e-04) (hash(x)=38725165) +3718 train 3.963475 (lr=4.7221e-04) (hash(x)=36098369) +3719 train 4.058077 (lr=4.7213e-04) (hash(x)=34371341) +3720 train 3.793632 (lr=4.7206e-04) (hash(x)=44370193) +3721 train 3.715264 (lr=4.7198e-04) (hash(x)=44371373) +3722 train 3.758314 (lr=4.7190e-04) (hash(x)=44112599) +3723 train 3.776006 (lr=4.7182e-04) (hash(x)=40610627) +3724 train 3.794203 (lr=4.7175e-04) (hash(x)=42801981) +3725 train 3.788510 (lr=4.7167e-04) (hash(x)=39380995) +3726 train 3.825730 (lr=4.7159e-04) (hash(x)=32085687) +3727 train 3.764582 (lr=4.7151e-04) (hash(x)=35324711) +3728 train 3.773730 (lr=4.7143e-04) (hash(x)=35904480) +3729 train 3.779359 (lr=4.7136e-04) (hash(x)=46097697) +3730 train 3.780879 (lr=4.7128e-04) (hash(x)=42572468) +3731 train 3.799633 (lr=4.7120e-04) (hash(x)=38154261) +3732 train 3.882744 (lr=4.7112e-04) (hash(x)=42130076) +3733 train 4.102551 (lr=4.7105e-04) (hash(x)=41616609) +3734 train 3.981710 (lr=4.7097e-04) (hash(x)=40790285) +3735 train 4.073732 (lr=4.7089e-04) (hash(x)=40339288) +3736 train 3.981232 (lr=4.7081e-04) (hash(x)=38667880) +3737 train 3.989619 (lr=4.7073e-04) (hash(x)=38932298) +3738 train 4.015316 (lr=4.7066e-04) (hash(x)=42050067) +3739 train 3.997427 (lr=4.7058e-04) (hash(x)=42194711) 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4.063540 (lr=4.5076e-04) (hash(x)=40752336) +3988 train 4.061452 (lr=4.5068e-04) (hash(x)=37541456) +3989 train 4.035438 (lr=4.5060e-04) (hash(x)=42452694) +3990 train 4.028735 (lr=4.5052e-04) (hash(x)=41042984) +3991 train 3.955335 (lr=4.5044e-04) (hash(x)=39907769) +3992 train 4.019263 (lr=4.5035e-04) (hash(x)=44101183) +3993 train 3.926138 (lr=4.5027e-04) (hash(x)=41632113) +3994 train 3.998851 (lr=4.5019e-04) (hash(x)=37610420) +3995 train 3.952204 (lr=4.5011e-04) (hash(x)=57425013) +3996 train 3.964681 (lr=4.5003e-04) (hash(x)=39483465) +3997 train 3.944518 (lr=4.4995e-04) (hash(x)=42348186) +3998 train 3.911710 (lr=4.4986e-04) (hash(x)=29319881) +3999 train 3.953219 (lr=4.4978e-04) (hash(x)=38933413) +4000 val loss 3.9507 +4000 val perplexity 51.9696 +4000 hella 0.2763 +4000 train 3.945268 (lr=4.4970e-04) (hash(x)=42098266) +4001 train 3.996550 (lr=4.4962e-04) (hash(x)=37541365) +4002 train 3.927758 (lr=4.4954e-04) (hash(x)=38681691) +4003 train 3.960302 (lr=4.4945e-04) 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3.783539 (lr=4.3466e-04) (hash(x)=43052702) +4182 train 3.954761 (lr=4.3458e-04) (hash(x)=45177914) +4183 train 3.909915 (lr=4.3449e-04) (hash(x)=42615111) +4184 train 3.950278 (lr=4.3441e-04) (hash(x)=36840892) +4185 train 3.935869 (lr=4.3433e-04) (hash(x)=47985241) +4186 train 4.006100 (lr=4.3424e-04) (hash(x)=36259717) +4187 train 3.931522 (lr=4.3416e-04) (hash(x)=40410826) +4188 train 3.977580 (lr=4.3407e-04) (hash(x)=43853308) +4189 train 3.999865 (lr=4.3399e-04) (hash(x)=37053119) +4190 train 3.897025 (lr=4.3390e-04) (hash(x)=43980880) +4191 train 3.974328 (lr=4.3382e-04) (hash(x)=58178207) +4192 train 3.916998 (lr=4.3374e-04) (hash(x)=38589911) +4193 train 3.929881 (lr=4.3365e-04) (hash(x)=41444178) +4194 train 3.998915 (lr=4.3357e-04) (hash(x)=38407703) +4195 train 3.989691 (lr=4.3348e-04) (hash(x)=37698260) +4196 train 3.959118 (lr=4.3340e-04) (hash(x)=38253623) +4197 train 3.923056 (lr=4.3331e-04) (hash(x)=37441794) +4198 train 3.891335 (lr=4.3323e-04) (hash(x)=37251607) 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(lr=4.3018e-04) (hash(x)=43239201) +4235 train 3.951253 (lr=4.3010e-04) (hash(x)=49168343) +4236 train 3.963315 (lr=4.3001e-04) (hash(x)=39506147) +4237 train 3.978964 (lr=4.2993e-04) (hash(x)=39819047) +4238 train 3.923050 (lr=4.2984e-04) (hash(x)=43483694) +4239 train 3.942992 (lr=4.2976e-04) (hash(x)=41124190) +4240 train 3.962781 (lr=4.2967e-04) (hash(x)=47186619) +4241 train 3.941124 (lr=4.2959e-04) (hash(x)=41125443) +4242 train 3.867449 (lr=4.2950e-04) (hash(x)=41792367) +4243 train 3.941777 (lr=4.2942e-04) (hash(x)=37257188) +4244 train 3.988246 (lr=4.2933e-04) (hash(x)=36562939) +4245 train 3.978147 (lr=4.2925e-04) (hash(x)=43279537) +4246 train 3.958045 (lr=4.2916e-04) (hash(x)=39239665) +4247 train 3.956809 (lr=4.2908e-04) (hash(x)=37074485) +4248 train 3.910180 (lr=4.2899e-04) (hash(x)=44329390) +4249 train 3.938851 (lr=4.2891e-04) (hash(x)=40663281) +4250 val loss 3.9307 +4250 val perplexity 50.9446 +4250 hella 0.2805 +4250 train 4.038007 (lr=4.2882e-04) (hash(x)=40555390) 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(hash(x)=39303283) +4482 train 4.040399 (lr=4.0882e-04) (hash(x)=45014091) +4483 train 3.982388 (lr=4.0873e-04) (hash(x)=35443240) +4484 train 4.038177 (lr=4.0864e-04) (hash(x)=41199982) +4485 train 3.934806 (lr=4.0855e-04) (hash(x)=38138820) +4486 train 3.907035 (lr=4.0847e-04) (hash(x)=40507552) +4487 train 3.956933 (lr=4.0838e-04) (hash(x)=43455551) +4488 train 3.957497 (lr=4.0829e-04) (hash(x)=40646540) +4489 train 3.985342 (lr=4.0820e-04) (hash(x)=36020748) +4490 train 3.986663 (lr=4.0812e-04) (hash(x)=41030753) +4491 train 3.964198 (lr=4.0803e-04) (hash(x)=40438984) +4492 train 4.038797 (lr=4.0794e-04) (hash(x)=45928930) +4493 train 3.965367 (lr=4.0785e-04) (hash(x)=38547096) +4494 train 3.950624 (lr=4.0777e-04) (hash(x)=37785532) +4495 train 3.902992 (lr=4.0768e-04) (hash(x)=34851777) +4496 train 3.899947 (lr=4.0759e-04) (hash(x)=49909710) +4497 train 3.885653 (lr=4.0750e-04) (hash(x)=42897034) +4498 train 3.881937 (lr=4.0742e-04) (hash(x)=32566453) +4499 train 3.871626 (lr=4.0733e-04) (hash(x)=36527661) +4500 val loss 3.9146 +4500 val perplexity 50.1273 +4500 hella 0.2790 +4500 train 3.867280 (lr=4.0724e-04) (hash(x)=53625672) +4501 train 3.905513 (lr=4.0715e-04) (hash(x)=39505699) +4502 train 3.946641 (lr=4.0707e-04) (hash(x)=36765476) +4503 train 3.958818 (lr=4.0698e-04) (hash(x)=42501282) +4504 train 3.906912 (lr=4.0689e-04) (hash(x)=38428715) +4505 train 4.002257 (lr=4.0680e-04) (hash(x)=38785020) +4506 train 3.881259 (lr=4.0672e-04) (hash(x)=41427016) +4507 train 3.886078 (lr=4.0663e-04) (hash(x)=45962763) +4508 train 3.906369 (lr=4.0654e-04) (hash(x)=39427418) +4509 train 3.933775 (lr=4.0645e-04) (hash(x)=37343401) +4510 train 3.919715 (lr=4.0637e-04) (hash(x)=36735559) +4511 train 3.934958 (lr=4.0628e-04) (hash(x)=30925973) +4512 train 3.865465 (lr=4.0619e-04) (hash(x)=36426880) +4513 train 3.877040 (lr=4.0610e-04) (hash(x)=40031707) +4514 train 3.904718 (lr=4.0602e-04) (hash(x)=38487572) +4515 train 3.968879 (lr=4.0593e-04) (hash(x)=42817522) 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3.763341 (lr=4.0118e-04) (hash(x)=42595177) +4570 train 3.783746 (lr=4.0109e-04) (hash(x)=28630745) +4571 train 3.732779 (lr=4.0101e-04) (hash(x)=39596536) +4572 train 3.689232 (lr=4.0092e-04) (hash(x)=42946116) +4573 train 3.802987 (lr=4.0083e-04) (hash(x)=40699443) +4574 train 3.774442 (lr=4.0074e-04) (hash(x)=35925966) +4575 train 3.727859 (lr=4.0065e-04) (hash(x)=38034444) +4576 train 3.778136 (lr=4.0056e-04) (hash(x)=42840134) +4577 train 3.766986 (lr=4.0048e-04) (hash(x)=39626520) +4578 train 3.743262 (lr=4.0039e-04) (hash(x)=38872008) +4579 train 3.739826 (lr=4.0030e-04) (hash(x)=41520350) +4580 train 3.722202 (lr=4.0021e-04) (hash(x)=40184883) +4581 train 3.912488 (lr=4.0012e-04) (hash(x)=37556231) +4582 train 3.970016 (lr=4.0004e-04) (hash(x)=39147122) +4583 train 4.029854 (lr=3.9995e-04) (hash(x)=32375842) +4584 train 3.954211 (lr=3.9986e-04) (hash(x)=39365348) +4585 train 3.940046 (lr=3.9977e-04) (hash(x)=42896414) +4586 train 3.948246 (lr=3.9968e-04) (hash(x)=65069114) 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4.007885 (lr=3.8859e-04) (hash(x)=39761239) +4712 train 3.921869 (lr=3.8850e-04) (hash(x)=38172145) +4713 train 3.883270 (lr=3.8841e-04) (hash(x)=40200856) +4714 train 3.859156 (lr=3.8832e-04) (hash(x)=37566064) +4715 train 3.924188 (lr=3.8823e-04) (hash(x)=53130728) +4716 train 3.817642 (lr=3.8815e-04) (hash(x)=37941899) +4717 train 3.896677 (lr=3.8806e-04) (hash(x)=43055401) +4718 train 3.889419 (lr=3.8797e-04) (hash(x)=40552632) +4719 train 3.770025 (lr=3.8788e-04) (hash(x)=39942295) +4720 train 3.777470 (lr=3.8779e-04) (hash(x)=40396343) +4721 train 3.724163 (lr=3.8770e-04) (hash(x)=40294339) +4722 train 3.794872 (lr=3.8761e-04) (hash(x)=39606740) +4723 train 3.766074 (lr=3.8752e-04) (hash(x)=39275587) +4724 train 3.689508 (lr=3.8743e-04) (hash(x)=37915737) +4725 train 3.782643 (lr=3.8734e-04) (hash(x)=35166260) +4726 train 3.829542 (lr=3.8725e-04) (hash(x)=44099201) +4727 train 3.700854 (lr=3.8716e-04) (hash(x)=46653820) +4728 train 3.728799 (lr=3.8707e-04) (hash(x)=40080518) 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3.977478 (lr=3.7757e-04) (hash(x)=41570449) +4835 train 3.918619 (lr=3.7748e-04) (hash(x)=41924579) +4836 train 3.932302 (lr=3.7739e-04) (hash(x)=41506449) +4837 train 3.906336 (lr=3.7730e-04) (hash(x)=37639967) +4838 train 3.890647 (lr=3.7721e-04) (hash(x)=47286529) +4839 train 3.963236 (lr=3.7712e-04) (hash(x)=38273549) +4840 train 3.902401 (lr=3.7703e-04) (hash(x)=37349116) +4841 train 3.930328 (lr=3.7694e-04) (hash(x)=47367189) +4842 train 3.930104 (lr=3.7686e-04) (hash(x)=46137507) +4843 train 3.950064 (lr=3.7677e-04) (hash(x)=40728436) +4844 train 3.920907 (lr=3.7668e-04) (hash(x)=28568339) +4845 train 3.895520 (lr=3.7659e-04) (hash(x)=37713505) +4846 train 3.900342 (lr=3.7650e-04) (hash(x)=37236431) +4847 train 3.931316 (lr=3.7641e-04) (hash(x)=38833409) +4848 train 3.962579 (lr=3.7632e-04) (hash(x)=36237996) +4849 train 3.943309 (lr=3.7623e-04) (hash(x)=40321014) +4850 train 3.915226 (lr=3.7614e-04) (hash(x)=43801114) +4851 train 3.887871 (lr=3.7605e-04) (hash(x)=41100509) 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3.899052 (lr=3.4064e-04) (hash(x)=37058787) +5242 train 3.866845 (lr=3.4055e-04) (hash(x)=38298539) +5243 train 3.916208 (lr=3.4046e-04) (hash(x)=46494106) +5244 train 3.923892 (lr=3.4037e-04) (hash(x)=40776965) +5245 train 3.908020 (lr=3.4027e-04) (hash(x)=43471497) +5246 train 3.905715 (lr=3.4018e-04) (hash(x)=42370662) +5247 train 3.886423 (lr=3.4009e-04) (hash(x)=38885443) +5248 train 4.004152 (lr=3.4000e-04) (hash(x)=32025548) +5249 train 3.989159 (lr=3.3991e-04) (hash(x)=38551841) +5250 val loss 3.8837 +5250 val perplexity 48.6043 +5250 hella 0.2845 +5250 train 3.886279 (lr=3.3982e-04) (hash(x)=44239230) +5251 train 3.973521 (lr=3.3973e-04) (hash(x)=39643980) +5252 train 3.874480 (lr=3.3964e-04) (hash(x)=35839082) +5253 train 3.909767 (lr=3.3954e-04) (hash(x)=37289472) +5254 train 3.872952 (lr=3.3945e-04) (hash(x)=36871565) +5255 train 3.856488 (lr=3.3936e-04) (hash(x)=43364820) +5256 train 3.857677 (lr=3.3927e-04) (hash(x)=40091939) +5257 train 3.836182 (lr=3.3918e-04) 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3.832812 (lr=3.2941e-04) (hash(x)=33689536) +5365 train 3.786408 (lr=3.2931e-04) (hash(x)=43252021) +5366 train 3.651091 (lr=3.2922e-04) (hash(x)=39280071) +5367 train 3.622405 (lr=3.2913e-04) (hash(x)=39359675) +5368 train 3.643462 (lr=3.2904e-04) (hash(x)=46018738) +5369 train 3.662630 (lr=3.2895e-04) (hash(x)=41559974) +5370 train 3.561732 (lr=3.2886e-04) (hash(x)=41224661) +5371 train 3.717869 (lr=3.2877e-04) (hash(x)=39398500) +5372 train 3.620268 (lr=3.2868e-04) (hash(x)=36039647) +5373 train 3.668879 (lr=3.2858e-04) (hash(x)=38228612) +5374 train 3.641091 (lr=3.2849e-04) (hash(x)=38889963) +5375 train 3.692504 (lr=3.2840e-04) (hash(x)=36969156) +5376 train 3.652216 (lr=3.2831e-04) (hash(x)=38860245) +5377 train 3.685372 (lr=3.2822e-04) (hash(x)=34291572) +5378 train 3.871174 (lr=3.2813e-04) (hash(x)=40323943) +5379 train 3.949594 (lr=3.2804e-04) (hash(x)=40557206) +5380 train 3.949731 (lr=3.2794e-04) (hash(x)=40559068) +5381 train 3.940629 (lr=3.2785e-04) (hash(x)=44387168) 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(hash(x)=41931478) +5400 train 3.929206 (lr=3.2612e-04) (hash(x)=43871143) +5401 train 3.925931 (lr=3.2603e-04) (hash(x)=42683530) +5402 train 3.914682 (lr=3.2593e-04) (hash(x)=40004697) +5403 train 3.784085 (lr=3.2584e-04) (hash(x)=36552889) +5404 train 3.823658 (lr=3.2575e-04) (hash(x)=34359117) +5405 train 3.834154 (lr=3.2566e-04) (hash(x)=38860251) +5406 train 3.894638 (lr=3.2557e-04) (hash(x)=41272806) +5407 train 3.876115 (lr=3.2548e-04) (hash(x)=40736619) +5408 train 3.832453 (lr=3.2539e-04) (hash(x)=37513307) +5409 train 3.878818 (lr=3.2530e-04) (hash(x)=55288120) +5410 train 3.873271 (lr=3.2520e-04) (hash(x)=40744184) +5411 train 3.851373 (lr=3.2511e-04) (hash(x)=37779639) +5412 train 3.836956 (lr=3.2502e-04) (hash(x)=44364576) +5413 train 3.807704 (lr=3.2493e-04) (hash(x)=41372626) +5414 train 3.870430 (lr=3.2484e-04) (hash(x)=37350756) +5415 train 3.672154 (lr=3.2475e-04) (hash(x)=40917627) +5416 train 3.591382 (lr=3.2466e-04) (hash(x)=36828077) +5417 train 3.624526 (lr=3.2456e-04) (hash(x)=36957834) +5418 train 3.591495 (lr=3.2447e-04) (hash(x)=39108369) +5419 train 3.688129 (lr=3.2438e-04) (hash(x)=41224169) +5420 train 3.622585 (lr=3.2429e-04) (hash(x)=39951952) +5421 train 3.640480 (lr=3.2420e-04) (hash(x)=40260487) +5422 train 3.625756 (lr=3.2411e-04) (hash(x)=40823117) +5423 train 3.675596 (lr=3.2402e-04) (hash(x)=43149443) +5424 train 3.676218 (lr=3.2393e-04) (hash(x)=40443091) +5425 train 3.672761 (lr=3.2383e-04) (hash(x)=40876289) +5426 train 3.672834 (lr=3.2374e-04) (hash(x)=40922190) +5427 train 3.844614 (lr=3.2365e-04) (hash(x)=41709689) +5428 train 3.883803 (lr=3.2356e-04) (hash(x)=61652088) +5429 train 3.903654 (lr=3.2347e-04) (hash(x)=39159502) +5430 train 3.926925 (lr=3.2338e-04) (hash(x)=36543816) +5431 train 3.933985 (lr=3.2329e-04) (hash(x)=35896510) +5432 train 3.910449 (lr=3.2319e-04) (hash(x)=34134947) +5433 train 3.919811 (lr=3.2310e-04) (hash(x)=40590457) +5434 train 3.876209 (lr=3.2301e-04) (hash(x)=42886029) +5435 train 3.949898 (lr=3.2292e-04) (hash(x)=47569565) +5436 train 3.869692 (lr=3.2283e-04) (hash(x)=36456453) +5437 train 3.897864 (lr=3.2274e-04) (hash(x)=41250412) +5438 train 3.955761 (lr=3.2265e-04) (hash(x)=36417737) +5439 train 3.922941 (lr=3.2256e-04) (hash(x)=33007398) +5440 train 3.946159 (lr=3.2246e-04) (hash(x)=40443579) +5441 train 3.918817 (lr=3.2237e-04) (hash(x)=36085579) +5442 train 3.904021 (lr=3.2228e-04) (hash(x)=48798851) +5443 train 3.899441 (lr=3.2219e-04) (hash(x)=37063719) +5444 train 3.941262 (lr=3.2210e-04) (hash(x)=39583639) +5445 train 3.925533 (lr=3.2201e-04) (hash(x)=39126765) +5446 train 3.912219 (lr=3.2192e-04) (hash(x)=34671945) +5447 train 3.890590 (lr=3.2182e-04) (hash(x)=36529659) +5448 train 3.943615 (lr=3.2173e-04) (hash(x)=45019205) +5449 train 4.013469 (lr=3.2164e-04) (hash(x)=34688418) +5450 train 3.912398 (lr=3.2155e-04) (hash(x)=39457323) +5451 train 3.895951 (lr=3.2146e-04) (hash(x)=35017906) +5452 train 3.887958 (lr=3.2137e-04) (hash(x)=41615079) +5453 train 3.895885 (lr=3.2128e-04) (hash(x)=38938082) +5454 train 3.908476 (lr=3.2119e-04) (hash(x)=39168938) +5455 train 3.847968 (lr=3.2109e-04) (hash(x)=49988964) +5456 train 3.851393 (lr=3.2100e-04) (hash(x)=39180938) +5457 train 3.855513 (lr=3.2091e-04) (hash(x)=36773264) +5458 train 3.894243 (lr=3.2082e-04) (hash(x)=40159486) +5459 train 3.831228 (lr=3.2073e-04) (hash(x)=37497457) +5460 train 3.810997 (lr=3.2064e-04) (hash(x)=40703315) +5461 train 3.878143 (lr=3.2055e-04) (hash(x)=43080815) +5462 train 3.851439 (lr=3.2046e-04) (hash(x)=39686145) +5463 train 3.832973 (lr=3.2036e-04) (hash(x)=38917884) +5464 train 3.805810 (lr=3.2027e-04) (hash(x)=44476653) +5465 train 3.710389 (lr=3.2018e-04) (hash(x)=46489351) +5466 train 3.801988 (lr=3.2009e-04) (hash(x)=35751966) +5467 train 3.620205 (lr=3.2000e-04) (hash(x)=44296120) +5468 train 3.583431 (lr=3.1991e-04) (hash(x)=36001858) +5469 train 3.624835 (lr=3.1982e-04) (hash(x)=42445981) +5470 train 3.658297 (lr=3.1973e-04) (hash(x)=34055035) +5471 train 3.630825 (lr=3.1963e-04) (hash(x)=41820135) +5472 train 3.599483 (lr=3.1954e-04) (hash(x)=40463697) +5473 train 3.628744 (lr=3.1945e-04) (hash(x)=38749436) +5474 train 3.689939 (lr=3.1936e-04) (hash(x)=41898443) +5475 train 3.594760 (lr=3.1927e-04) (hash(x)=40389031) +5476 train 3.650050 (lr=3.1918e-04) (hash(x)=39300547) +5477 train 3.835033 (lr=3.1909e-04) (hash(x)=38356033) +5478 train 3.849887 (lr=3.1899e-04) (hash(x)=38974890) +5479 train 3.988419 (lr=3.1890e-04) (hash(x)=43973464) +5480 train 3.900463 (lr=3.1881e-04) (hash(x)=39184360) +5481 train 3.858922 (lr=3.1872e-04) (hash(x)=37799608) +5482 train 3.890949 (lr=3.1863e-04) (hash(x)=54300994) +5483 train 3.874539 (lr=3.1854e-04) (hash(x)=45782857) +5484 train 3.910722 (lr=3.1845e-04) (hash(x)=43060571) +5485 train 3.901410 (lr=3.1836e-04) (hash(x)=43741313) +5486 train 3.919284 (lr=3.1826e-04) (hash(x)=43040651) +5487 train 3.947566 (lr=3.1817e-04) (hash(x)=48587468) +5488 train 3.832512 (lr=3.1808e-04) (hash(x)=35617191) +5489 train 3.876067 (lr=3.1799e-04) (hash(x)=40764085) +5490 train 3.939580 (lr=3.1790e-04) (hash(x)=36964988) +5491 train 3.909456 (lr=3.1781e-04) (hash(x)=40634889) +5492 train 3.929693 (lr=3.1772e-04) (hash(x)=38126870) +5493 train 3.884274 (lr=3.1763e-04) (hash(x)=41339494) +5494 train 3.935801 (lr=3.1753e-04) (hash(x)=41762935) +5495 train 3.867247 (lr=3.1744e-04) (hash(x)=45216236) +5496 train 3.859274 (lr=3.1735e-04) (hash(x)=44368237) +5497 train 3.906503 (lr=3.1726e-04) (hash(x)=41363561) +5498 train 3.942000 (lr=3.1717e-04) (hash(x)=43696961) +5499 train 3.900663 (lr=3.1708e-04) (hash(x)=38207673) +5500 val loss 3.8587 +5500 val perplexity 47.4057 +5500 hella 0.2863 +5500 train 3.914742 (lr=3.1699e-04) (hash(x)=43776783) +5501 train 3.880285 (lr=3.1690e-04) (hash(x)=37785261) +5502 train 3.866819 (lr=3.1680e-04) (hash(x)=40294982) +5503 train 3.867370 (lr=3.1671e-04) (hash(x)=38294570) +5504 train 3.846947 (lr=3.1662e-04) (hash(x)=38219406) 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(hash(x)=41669444) +5523 train 3.706533 (lr=3.1489e-04) (hash(x)=38375927) +5524 train 3.657090 (lr=3.1480e-04) (hash(x)=42928390) +5525 train 3.699547 (lr=3.1471e-04) (hash(x)=34761050) +5526 train 3.810259 (lr=3.1462e-04) (hash(x)=39634924) +5527 train 3.852964 (lr=3.1452e-04) (hash(x)=41483072) +5528 train 3.926150 (lr=3.1443e-04) (hash(x)=38187408) +5529 train 3.869734 (lr=3.1434e-04) (hash(x)=35853302) +5530 train 3.840422 (lr=3.1425e-04) (hash(x)=39736754) +5531 train 3.947318 (lr=3.1416e-04) (hash(x)=46039156) +5532 train 3.872964 (lr=3.1407e-04) (hash(x)=40080062) +5533 train 3.826262 (lr=3.1398e-04) (hash(x)=44244088) +5534 train 3.927101 (lr=3.1389e-04) (hash(x)=38755158) +5535 train 3.917099 (lr=3.1379e-04) (hash(x)=43330853) +5536 train 4.009813 (lr=3.1370e-04) (hash(x)=37971700) +5537 train 3.919151 (lr=3.1361e-04) (hash(x)=37928332) +5538 train 3.850525 (lr=3.1352e-04) (hash(x)=36890899) +5539 train 3.919263 (lr=3.1343e-04) (hash(x)=40930728) +5540 train 3.944588 (lr=3.1334e-04) (hash(x)=45201699) +5541 train 3.855059 (lr=3.1325e-04) (hash(x)=34270500) +5542 train 3.872458 (lr=3.1316e-04) (hash(x)=38700491) +5543 train 3.867229 (lr=3.1306e-04) (hash(x)=42293756) +5544 train 3.857119 (lr=3.1297e-04) (hash(x)=47323353) +5545 train 3.895675 (lr=3.1288e-04) (hash(x)=41289847) +5546 train 3.947063 (lr=3.1279e-04) (hash(x)=50434483) +5547 train 3.900307 (lr=3.1270e-04) (hash(x)=40615288) +5548 train 3.888185 (lr=3.1261e-04) (hash(x)=28796446) +5549 train 3.977877 (lr=3.1252e-04) (hash(x)=37177613) +5550 train 3.910670 (lr=3.1243e-04) (hash(x)=36205630) +5551 train 3.871586 (lr=3.1234e-04) (hash(x)=39117631) +5552 train 3.866991 (lr=3.1224e-04) (hash(x)=42833567) +5553 train 3.866996 (lr=3.1215e-04) (hash(x)=38548517) +5554 train 3.875268 (lr=3.1206e-04) (hash(x)=42452282) +5555 train 3.827271 (lr=3.1197e-04) (hash(x)=37391124) +5556 train 3.896153 (lr=3.1188e-04) (hash(x)=43871832) +5557 train 3.812493 (lr=3.1179e-04) (hash(x)=41242161) +5558 train 3.827320 (lr=3.1170e-04) (hash(x)=46692185) +5559 train 3.812877 (lr=3.1161e-04) (hash(x)=36047743) +5560 train 3.848618 (lr=3.1152e-04) (hash(x)=44016688) +5561 train 3.834934 (lr=3.1142e-04) (hash(x)=40587791) +5562 train 3.844326 (lr=3.1133e-04) (hash(x)=42848664) +5563 train 3.864223 (lr=3.1124e-04) (hash(x)=31430976) +5564 train 3.656303 (lr=3.1115e-04) (hash(x)=43392465) +5565 train 3.696714 (lr=3.1106e-04) (hash(x)=47169762) +5566 train 3.625529 (lr=3.1097e-04) (hash(x)=37955367) +5567 train 3.611155 (lr=3.1088e-04) (hash(x)=37595429) +5568 train 3.697202 (lr=3.1079e-04) (hash(x)=39299122) +5569 train 3.619668 (lr=3.1069e-04) (hash(x)=38182701) +5570 train 3.663773 (lr=3.1060e-04) (hash(x)=41468471) +5571 train 3.621618 (lr=3.1051e-04) (hash(x)=26385447) +5572 train 3.658005 (lr=3.1042e-04) (hash(x)=43158149) +5573 train 3.668152 (lr=3.1033e-04) (hash(x)=41163018) +5574 train 3.654348 (lr=3.1024e-04) (hash(x)=35764222) +5575 train 3.655438 (lr=3.1015e-04) (hash(x)=38323525) 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(hash(x)=38765824) +5594 train 3.894645 (lr=3.0842e-04) (hash(x)=40573556) +5595 train 3.834728 (lr=3.0833e-04) (hash(x)=58681130) +5596 train 3.850102 (lr=3.0824e-04) (hash(x)=41786378) +5597 train 3.884058 (lr=3.0814e-04) (hash(x)=41171156) +5598 train 3.902519 (lr=3.0805e-04) (hash(x)=40711326) +5599 train 3.887681 (lr=3.0796e-04) (hash(x)=39745264) +5600 train 3.969080 (lr=3.0787e-04) (hash(x)=38723402) +5601 train 3.820551 (lr=3.0778e-04) (hash(x)=38447039) +5602 train 3.822897 (lr=3.0769e-04) (hash(x)=37789877) +5603 train 3.792838 (lr=3.0760e-04) (hash(x)=41338871) +5604 train 3.892035 (lr=3.0751e-04) (hash(x)=45393009) +5605 train 3.837789 (lr=3.0742e-04) (hash(x)=32391013) +5606 train 3.842309 (lr=3.0733e-04) (hash(x)=40901543) +5607 train 3.824824 (lr=3.0723e-04) (hash(x)=38340209) +5608 train 3.780084 (lr=3.0714e-04) (hash(x)=43010906) +5609 train 3.816492 (lr=3.0705e-04) (hash(x)=39541052) +5610 train 3.838959 (lr=3.0696e-04) (hash(x)=40043329) +5611 train 3.798602 (lr=3.0687e-04) (hash(x)=38654273) +5612 train 3.832770 (lr=3.0678e-04) (hash(x)=38698157) +5613 train 3.644017 (lr=3.0669e-04) (hash(x)=40762953) +5614 train 3.702264 (lr=3.0660e-04) (hash(x)=34230075) +5615 train 3.673055 (lr=3.0651e-04) (hash(x)=43848486) +5616 train 3.649070 (lr=3.0641e-04) (hash(x)=41094434) +5617 train 3.622514 (lr=3.0632e-04) (hash(x)=45907861) +5618 train 3.605360 (lr=3.0623e-04) (hash(x)=38639181) +5619 train 3.589746 (lr=3.0614e-04) (hash(x)=41672829) +5620 train 3.626584 (lr=3.0605e-04) (hash(x)=42778778) +5621 train 3.644157 (lr=3.0596e-04) (hash(x)=41218138) +5622 train 3.630921 (lr=3.0587e-04) (hash(x)=42056780) +5623 train 3.585079 (lr=3.0578e-04) (hash(x)=40621512) +5624 train 3.692805 (lr=3.0569e-04) (hash(x)=41779180) +5625 train 3.764378 (lr=3.0560e-04) (hash(x)=41511023) +5626 train 3.891855 (lr=3.0550e-04) (hash(x)=40602197) +5627 train 3.872322 (lr=3.0541e-04) (hash(x)=38064416) +5628 train 3.847959 (lr=3.0532e-04) (hash(x)=40045820) +5629 train 3.868479 (lr=3.0523e-04) (hash(x)=43557439) +5630 train 3.833244 (lr=3.0514e-04) (hash(x)=40095028) +5631 train 3.993234 (lr=3.0505e-04) (hash(x)=37349828) +5632 train 3.828760 (lr=3.0496e-04) (hash(x)=40037844) +5633 train 3.882217 (lr=3.0487e-04) (hash(x)=41365480) +5634 train 3.888811 (lr=3.0478e-04) (hash(x)=43795204) +5635 train 3.806696 (lr=3.0469e-04) (hash(x)=39791487) +5636 train 3.846398 (lr=3.0460e-04) (hash(x)=41520518) +5637 train 3.908288 (lr=3.0450e-04) (hash(x)=39670838) +5638 train 3.985910 (lr=3.0441e-04) (hash(x)=42126412) +5639 train 3.890932 (lr=3.0432e-04) (hash(x)=32723715) +5640 train 3.943299 (lr=3.0423e-04) (hash(x)=34616629) +5641 train 3.876973 (lr=3.0414e-04) (hash(x)=32773854) +5642 train 3.903815 (lr=3.0405e-04) (hash(x)=36425673) +5643 train 3.941600 (lr=3.0396e-04) (hash(x)=37524155) +5644 train 3.926532 (lr=3.0387e-04) (hash(x)=35359137) +5645 train 3.929323 (lr=3.0378e-04) (hash(x)=37842510) +5646 train 3.973445 (lr=3.0369e-04) (hash(x)=34917826) 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(hash(x)=40026092) +5665 train 3.588039 (lr=3.0196e-04) (hash(x)=40027148) +5666 train 3.717111 (lr=3.0187e-04) (hash(x)=32557787) +5667 train 3.645602 (lr=3.0178e-04) (hash(x)=32487941) +5668 train 3.667225 (lr=3.0169e-04) (hash(x)=42959231) +5669 train 3.610458 (lr=3.0160e-04) (hash(x)=46107130) +5670 train 3.639264 (lr=3.0150e-04) (hash(x)=41084780) +5671 train 3.668546 (lr=3.0141e-04) (hash(x)=34723587) +5672 train 3.728100 (lr=3.0132e-04) (hash(x)=39048938) +5673 train 3.674816 (lr=3.0123e-04) (hash(x)=41022511) +5674 train 3.666694 (lr=3.0114e-04) (hash(x)=40158063) +5675 train 3.946338 (lr=3.0105e-04) (hash(x)=39200082) +5676 train 3.897089 (lr=3.0096e-04) (hash(x)=27845107) +5677 train 3.867432 (lr=3.0087e-04) (hash(x)=47560220) +5678 train 3.839599 (lr=3.0078e-04) (hash(x)=38802687) +5679 train 3.921526 (lr=3.0069e-04) (hash(x)=39825399) +5680 train 3.918688 (lr=3.0060e-04) (hash(x)=34126618) +5681 train 3.904412 (lr=3.0051e-04) (hash(x)=38878386) +5682 train 3.930844 (lr=3.0041e-04) (hash(x)=36840741) +5683 train 3.872194 (lr=3.0032e-04) (hash(x)=42789519) +5684 train 3.870901 (lr=3.0023e-04) (hash(x)=46000925) +5685 train 3.959249 (lr=3.0014e-04) (hash(x)=39219463) +5686 train 3.871749 (lr=3.0005e-04) (hash(x)=39350402) +5687 train 3.865512 (lr=2.9996e-04) (hash(x)=37928583) +5688 train 3.875066 (lr=2.9987e-04) (hash(x)=43810306) +5689 train 3.887490 (lr=2.9978e-04) (hash(x)=38749970) +5690 train 3.928759 (lr=2.9969e-04) (hash(x)=40302666) +5691 train 3.891056 (lr=2.9960e-04) (hash(x)=37954405) +5692 train 3.905461 (lr=2.9951e-04) (hash(x)=43113024) +5693 train 3.905910 (lr=2.9942e-04) (hash(x)=35969268) +5694 train 3.894404 (lr=2.9933e-04) (hash(x)=40763129) +5695 train 3.899035 (lr=2.9923e-04) (hash(x)=42482005) +5696 train 3.857533 (lr=2.9914e-04) (hash(x)=47295768) +5697 train 3.900724 (lr=2.9905e-04) (hash(x)=44436878) +5698 train 3.852060 (lr=2.9896e-04) (hash(x)=40941288) +5699 train 3.888195 (lr=2.9887e-04) (hash(x)=53755258) +5700 train 3.859390 (lr=2.9878e-04) (hash(x)=38738257) +5701 train 3.811603 (lr=2.9869e-04) (hash(x)=35681482) +5702 train 3.856735 (lr=2.9860e-04) (hash(x)=37559657) +5703 train 3.812846 (lr=2.9851e-04) (hash(x)=34487869) +5704 train 3.794672 (lr=2.9842e-04) (hash(x)=37072523) +5705 train 3.801658 (lr=2.9833e-04) (hash(x)=37623884) +5706 train 3.788610 (lr=2.9824e-04) (hash(x)=41399169) +5707 train 3.864600 (lr=2.9815e-04) (hash(x)=43671381) +5708 train 3.919239 (lr=2.9806e-04) (hash(x)=40232284) +5709 train 3.851877 (lr=2.9796e-04) (hash(x)=30952966) +5710 train 3.871829 (lr=2.9787e-04) (hash(x)=43468796) +5711 train 3.846531 (lr=2.9778e-04) (hash(x)=31579374) +5712 train 3.678855 (lr=2.9769e-04) (hash(x)=35784404) +5713 train 3.609992 (lr=2.9760e-04) (hash(x)=43999347) +5714 train 3.606964 (lr=2.9751e-04) (hash(x)=34997349) +5715 train 3.693308 (lr=2.9742e-04) (hash(x)=35808270) +5716 train 3.594874 (lr=2.9733e-04) (hash(x)=38284408) +5717 train 3.609149 (lr=2.9724e-04) (hash(x)=39090406) +5718 train 3.700980 (lr=2.9715e-04) (hash(x)=38182080) +5719 train 3.623971 (lr=2.9706e-04) (hash(x)=39147462) +5720 train 3.595199 (lr=2.9697e-04) (hash(x)=36912955) +5721 train 3.639189 (lr=2.9688e-04) (hash(x)=39593015) +5722 train 3.643129 (lr=2.9679e-04) (hash(x)=38225581) +5723 train 3.655269 (lr=2.9669e-04) (hash(x)=40812081) +5724 train 3.717430 (lr=2.9660e-04) (hash(x)=40133938) +5725 train 3.910444 (lr=2.9651e-04) (hash(x)=41696024) +5726 train 4.033504 (lr=2.9642e-04) (hash(x)=43700764) +5727 train 3.903909 (lr=2.9633e-04) (hash(x)=42217856) +5728 train 3.851676 (lr=2.9624e-04) (hash(x)=39235560) +5729 train 3.935688 (lr=2.9615e-04) (hash(x)=36047038) +5730 train 3.904825 (lr=2.9606e-04) (hash(x)=44240107) +5731 train 3.878246 (lr=2.9597e-04) (hash(x)=45498989) +5732 train 3.860026 (lr=2.9588e-04) (hash(x)=37146369) +5733 train 3.899670 (lr=2.9579e-04) (hash(x)=40062881) +5734 train 3.824367 (lr=2.9570e-04) (hash(x)=42340377) +5735 train 3.856042 (lr=2.9561e-04) (hash(x)=45376521) +5736 train 3.820144 (lr=2.9552e-04) (hash(x)=40642962) +5737 train 3.844233 (lr=2.9543e-04) (hash(x)=45856270) +5738 train 3.861781 (lr=2.9534e-04) (hash(x)=37829048) +5739 train 3.907541 (lr=2.9524e-04) (hash(x)=40434689) +5740 train 3.857349 (lr=2.9515e-04) (hash(x)=36916205) +5741 train 3.895026 (lr=2.9506e-04) (hash(x)=39754183) +5742 train 3.849514 (lr=2.9497e-04) (hash(x)=37841097) +5743 train 3.891167 (lr=2.9488e-04) (hash(x)=36290399) +5744 train 3.913452 (lr=2.9479e-04) (hash(x)=42322420) +5745 train 3.896508 (lr=2.9470e-04) (hash(x)=41802421) +5746 train 3.933710 (lr=2.9461e-04) (hash(x)=37687964) +5747 train 3.920463 (lr=2.9452e-04) (hash(x)=38071712) +5748 train 3.907644 (lr=2.9443e-04) (hash(x)=35811382) +5749 train 3.850342 (lr=2.9434e-04) (hash(x)=39963811) +5750 val loss 3.8493 +5750 val perplexity 46.9621 +5750 hella 0.2833 +5750 train 3.850417 (lr=2.9425e-04) (hash(x)=34600614) +5751 train 3.818520 (lr=2.9416e-04) (hash(x)=42751926) +5752 train 3.811145 (lr=2.9407e-04) (hash(x)=40119997) +5753 train 3.784576 (lr=2.9398e-04) (hash(x)=34723296) +5754 train 3.835032 (lr=2.9389e-04) (hash(x)=46056403) +5755 train 3.799146 (lr=2.9380e-04) (hash(x)=39233297) +5756 train 3.891428 (lr=2.9371e-04) (hash(x)=26038879) +5757 train 3.879988 (lr=2.9361e-04) (hash(x)=42826810) +5758 train 3.857473 (lr=2.9352e-04) (hash(x)=32163975) +5759 train 3.868225 (lr=2.9343e-04) (hash(x)=31893619) +5760 train 3.840760 (lr=2.9334e-04) (hash(x)=36654903) +5761 train 3.762273 (lr=2.9325e-04) (hash(x)=37862602) +5762 train 3.627192 (lr=2.9316e-04) (hash(x)=38366755) +5763 train 3.649893 (lr=2.9307e-04) (hash(x)=43220517) +5764 train 3.592321 (lr=2.9298e-04) (hash(x)=40434600) +5765 train 3.626685 (lr=2.9289e-04) (hash(x)=41999714) +5766 train 3.573782 (lr=2.9280e-04) (hash(x)=39120832) +5767 train 3.616650 (lr=2.9271e-04) (hash(x)=43829429) +5768 train 3.686644 (lr=2.9262e-04) (hash(x)=37205562) +5769 train 3.621367 (lr=2.9253e-04) (hash(x)=34657387) +5770 train 3.629874 (lr=2.9244e-04) (hash(x)=41484788) +5771 train 3.594685 (lr=2.9235e-04) (hash(x)=41452225) +5772 train 3.586661 (lr=2.9226e-04) (hash(x)=43618506) +5773 train 3.671847 (lr=2.9217e-04) (hash(x)=37572622) +5774 train 3.828201 (lr=2.9208e-04) (hash(x)=42154936) +5775 train 3.903990 (lr=2.9199e-04) (hash(x)=37922735) +5776 train 3.821294 (lr=2.9190e-04) (hash(x)=40691102) +5777 train 3.906310 (lr=2.9181e-04) (hash(x)=39248835) +5778 train 3.902787 (lr=2.9171e-04) (hash(x)=50989407) +5779 train 3.815422 (lr=2.9162e-04) (hash(x)=41775554) +5780 train 3.832186 (lr=2.9153e-04) (hash(x)=41144642) +5781 train 3.889863 (lr=2.9144e-04) (hash(x)=37592079) +5782 train 3.883442 (lr=2.9135e-04) (hash(x)=41394265) +5783 train 3.897179 (lr=2.9126e-04) (hash(x)=37941192) +5784 train 3.879919 (lr=2.9117e-04) (hash(x)=40198829) +5785 train 3.889265 (lr=2.9108e-04) (hash(x)=36929862) +5786 train 3.914262 (lr=2.9099e-04) (hash(x)=43892562) +5787 train 3.889221 (lr=2.9090e-04) (hash(x)=41330378) +5788 train 3.882354 (lr=2.9081e-04) (hash(x)=37650791) +5789 train 3.889710 (lr=2.9072e-04) (hash(x)=41728460) +5790 train 3.900065 (lr=2.9063e-04) (hash(x)=46177031) +5791 train 3.865936 (lr=2.9054e-04) (hash(x)=40758692) +5792 train 3.955043 (lr=2.9045e-04) (hash(x)=39491800) +5793 train 3.846190 (lr=2.9036e-04) (hash(x)=39963791) +5794 train 3.875370 (lr=2.9027e-04) (hash(x)=39723728) +5795 train 3.908143 (lr=2.9018e-04) (hash(x)=39954349) +5796 train 3.899391 (lr=2.9009e-04) (hash(x)=44933090) +5797 train 3.888917 (lr=2.9000e-04) (hash(x)=39780695) +5798 train 3.877247 (lr=2.8991e-04) (hash(x)=42009337) +5799 train 3.827770 (lr=2.8982e-04) (hash(x)=45683037) +5800 train 3.834180 (lr=2.8973e-04) (hash(x)=34589248) +5801 train 3.860193 (lr=2.8964e-04) (hash(x)=36497657) +5802 train 3.866880 (lr=2.8955e-04) (hash(x)=38689373) +5803 train 3.811406 (lr=2.8946e-04) (hash(x)=40047636) +5804 train 3.823763 (lr=2.8937e-04) (hash(x)=37611456) +5805 train 3.907660 (lr=2.8927e-04) (hash(x)=38619464) +5806 train 3.864032 (lr=2.8918e-04) (hash(x)=38649489) +5807 train 3.817235 (lr=2.8909e-04) (hash(x)=47967441) +5808 train 3.764199 (lr=2.8900e-04) (hash(x)=37058208) +5809 train 3.839992 (lr=2.8891e-04) (hash(x)=42241118) +5810 train 3.828030 (lr=2.8882e-04) (hash(x)=37116840) +5811 train 3.610998 (lr=2.8873e-04) (hash(x)=40424227) +5812 train 3.617958 (lr=2.8864e-04) (hash(x)=38071000) +5813 train 3.646969 (lr=2.8855e-04) (hash(x)=39541181) +5814 train 3.657945 (lr=2.8846e-04) (hash(x)=46993212) +5815 train 3.592086 (lr=2.8837e-04) (hash(x)=41378458) +5816 train 3.622499 (lr=2.8828e-04) (hash(x)=40879985) +5817 train 3.674387 (lr=2.8819e-04) (hash(x)=40023050) +5818 train 3.569725 (lr=2.8810e-04) (hash(x)=43577120) +5819 train 3.621571 (lr=2.8801e-04) (hash(x)=43120405) +5820 train 3.625175 (lr=2.8792e-04) (hash(x)=40792879) +5821 train 3.658941 (lr=2.8783e-04) (hash(x)=40251162) +5822 train 3.621129 (lr=2.8774e-04) (hash(x)=43535976) +5823 train 3.815981 (lr=2.8765e-04) (hash(x)=38050857) +5824 train 3.851721 (lr=2.8756e-04) (hash(x)=39591036) +5825 train 3.869115 (lr=2.8747e-04) (hash(x)=39964733) +5826 train 3.963340 (lr=2.8738e-04) (hash(x)=34077538) +5827 train 3.875032 (lr=2.8729e-04) (hash(x)=34444515) +5828 train 3.930465 (lr=2.8720e-04) (hash(x)=33943286) +5829 train 3.831098 (lr=2.8711e-04) (hash(x)=39399741) +5830 train 3.855610 (lr=2.8702e-04) (hash(x)=32409268) +5831 train 3.888421 (lr=2.8693e-04) (hash(x)=43907369) +5832 train 3.875431 (lr=2.8684e-04) (hash(x)=36960508) +5833 train 3.959831 (lr=2.8675e-04) (hash(x)=44637502) +5834 train 3.873531 (lr=2.8666e-04) (hash(x)=40325277) +5835 train 3.900772 (lr=2.8657e-04) (hash(x)=38323946) +5836 train 3.835930 (lr=2.8648e-04) (hash(x)=49090374) +5837 train 3.920001 (lr=2.8639e-04) (hash(x)=38099783) +5838 train 3.878173 (lr=2.8630e-04) (hash(x)=39503509) +5839 train 3.901894 (lr=2.8621e-04) (hash(x)=52704956) +5840 train 3.911052 (lr=2.8612e-04) (hash(x)=38272113) 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3.869935 (lr=2.8126e-04) (hash(x)=43027744) +5895 train 3.874588 (lr=2.8117e-04) (hash(x)=38593807) +5896 train 3.885114 (lr=2.8108e-04) (hash(x)=39938281) +5897 train 3.785230 (lr=2.8099e-04) (hash(x)=41204540) +5898 train 3.847251 (lr=2.8090e-04) (hash(x)=42387853) +5899 train 3.856538 (lr=2.8081e-04) (hash(x)=41421187) +5900 train 3.844327 (lr=2.8072e-04) (hash(x)=35234859) +5901 train 3.824465 (lr=2.8063e-04) (hash(x)=38202679) +5902 train 3.868181 (lr=2.8054e-04) (hash(x)=38041822) +5903 train 3.860216 (lr=2.8045e-04) (hash(x)=35826333) +5904 train 3.896920 (lr=2.8036e-04) (hash(x)=39474099) +5905 train 3.822012 (lr=2.8027e-04) (hash(x)=39522857) +5906 train 3.842169 (lr=2.8018e-04) (hash(x)=42641047) +5907 train 3.803869 (lr=2.8009e-04) (hash(x)=40587033) +5908 train 3.817501 (lr=2.8000e-04) (hash(x)=36180714) +5909 train 3.615841 (lr=2.7991e-04) (hash(x)=47744965) +5910 train 3.649662 (lr=2.7982e-04) (hash(x)=39465230) +5911 train 3.641914 (lr=2.7973e-04) (hash(x)=40208709) 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3.590312 (lr=2.7489e-04) (hash(x)=41523614) +5966 train 3.666082 (lr=2.7480e-04) (hash(x)=37717654) +5967 train 3.585419 (lr=2.7471e-04) (hash(x)=43540649) +5968 train 3.645195 (lr=2.7462e-04) (hash(x)=41937204) +5969 train 3.689891 (lr=2.7453e-04) (hash(x)=36894496) +5970 train 3.740605 (lr=2.7444e-04) (hash(x)=40628348) +5971 train 3.871017 (lr=2.7436e-04) (hash(x)=35929884) +5972 train 3.867610 (lr=2.7427e-04) (hash(x)=44724186) +5973 train 3.851864 (lr=2.7418e-04) (hash(x)=39747068) +5974 train 3.873553 (lr=2.7409e-04) (hash(x)=39585276) +5975 train 3.871579 (lr=2.7400e-04) (hash(x)=37371121) +5976 train 3.895882 (lr=2.7391e-04) (hash(x)=42268309) +5977 train 3.875747 (lr=2.7382e-04) (hash(x)=37330832) +5978 train 3.829004 (lr=2.7373e-04) (hash(x)=37305999) +5979 train 3.915809 (lr=2.7364e-04) (hash(x)=40149132) +5980 train 3.822207 (lr=2.7355e-04) (hash(x)=41707261) +5981 train 3.882154 (lr=2.7346e-04) (hash(x)=39363722) +5982 train 3.913194 (lr=2.7337e-04) (hash(x)=32909163) 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3.863869 (lr=2.6865e-04) (hash(x)=37877520) +6036 train 3.835140 (lr=2.6856e-04) (hash(x)=42015160) +6037 train 3.901781 (lr=2.6847e-04) (hash(x)=43232040) +6038 train 3.858658 (lr=2.6838e-04) (hash(x)=39514422) +6039 train 3.853343 (lr=2.6829e-04) (hash(x)=36411119) +6040 train 3.930815 (lr=2.6820e-04) (hash(x)=40761792) +6041 train 3.914051 (lr=2.6811e-04) (hash(x)=43718563) +6042 train 3.824776 (lr=2.6803e-04) (hash(x)=36685302) +6043 train 3.860801 (lr=2.6794e-04) (hash(x)=41436150) +6044 train 3.808242 (lr=2.6785e-04) (hash(x)=36998132) +6045 train 3.844807 (lr=2.6776e-04) (hash(x)=45349917) +6046 train 3.845919 (lr=2.6767e-04) (hash(x)=41271967) +6047 train 3.824894 (lr=2.6758e-04) (hash(x)=37844416) +6048 train 3.778263 (lr=2.6749e-04) (hash(x)=46170886) +6049 train 3.830866 (lr=2.6740e-04) (hash(x)=42778782) +6050 train 3.819413 (lr=2.6731e-04) (hash(x)=39809430) +6051 train 3.752160 (lr=2.6723e-04) (hash(x)=42886050) +6052 train 3.843727 (lr=2.6714e-04) (hash(x)=40759829) 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3.714626 (lr=2.4987e-04) (hash(x)=41157002) +6249 train 3.560770 (lr=2.4979e-04) (hash(x)=38326496) +6250 val loss 3.8337 +6250 val perplexity 46.2325 +6250 hella 0.2881 +6250 train 3.645767 (lr=2.4970e-04) (hash(x)=27469377) +6251 train 3.631234 (lr=2.4961e-04) (hash(x)=45819521) +6252 train 3.585548 (lr=2.4952e-04) (hash(x)=35520319) +6253 train 3.581536 (lr=2.4944e-04) (hash(x)=40778056) +6254 train 3.678660 (lr=2.4935e-04) (hash(x)=40239897) +6255 train 3.559877 (lr=2.4926e-04) (hash(x)=38605259) +6256 train 3.597666 (lr=2.4918e-04) (hash(x)=46845954) +6257 train 3.651957 (lr=2.4909e-04) (hash(x)=40167537) +6258 train 3.552201 (lr=2.4900e-04) (hash(x)=37917384) +6259 train 3.543311 (lr=2.4891e-04) (hash(x)=33771432) +6260 train 3.658039 (lr=2.4883e-04) (hash(x)=34987230) +6261 train 3.861937 (lr=2.4874e-04) (hash(x)=38870998) +6262 train 3.832365 (lr=2.4865e-04) (hash(x)=37476970) +6263 train 3.803366 (lr=2.4857e-04) (hash(x)=42412894) +6264 train 3.821095 (lr=2.4848e-04) 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3.814600 (lr=2.3922e-04) (hash(x)=44919407) +6372 train 3.826567 (lr=2.3913e-04) (hash(x)=42577114) +6373 train 3.877807 (lr=2.3904e-04) (hash(x)=38751747) +6374 train 3.880790 (lr=2.3896e-04) (hash(x)=34231391) +6375 train 3.851305 (lr=2.3887e-04) (hash(x)=38660888) +6376 train 3.845463 (lr=2.3879e-04) (hash(x)=36068791) +6377 train 3.818135 (lr=2.3870e-04) (hash(x)=39198459) +6378 train 3.931358 (lr=2.3861e-04) (hash(x)=41203480) +6379 train 3.841675 (lr=2.3853e-04) (hash(x)=38556784) +6380 train 3.851767 (lr=2.3844e-04) (hash(x)=44955588) +6381 train 3.868757 (lr=2.3836e-04) (hash(x)=36535960) +6382 train 3.838490 (lr=2.3827e-04) (hash(x)=36555347) +6383 train 3.818962 (lr=2.3818e-04) (hash(x)=38210046) +6384 train 3.859775 (lr=2.3810e-04) (hash(x)=37813675) +6385 train 3.903704 (lr=2.3801e-04) (hash(x)=39630894) +6386 train 3.838840 (lr=2.3793e-04) (hash(x)=35750990) +6387 train 3.828208 (lr=2.3784e-04) (hash(x)=38692441) +6388 train 3.870437 (lr=2.3775e-04) (hash(x)=43925924) 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3.860316 (lr=2.3313e-04) (hash(x)=40731782) +6443 train 3.874977 (lr=2.3305e-04) (hash(x)=40529845) +6444 train 3.862664 (lr=2.3296e-04) (hash(x)=44433186) +6445 train 3.848310 (lr=2.3288e-04) (hash(x)=45519714) +6446 train 3.801696 (lr=2.3279e-04) (hash(x)=41325058) +6447 train 3.871522 (lr=2.3271e-04) (hash(x)=39368797) +6448 train 3.834725 (lr=2.3262e-04) (hash(x)=43894318) +6449 train 3.869046 (lr=2.3254e-04) (hash(x)=38900525) +6450 train 3.789226 (lr=2.3245e-04) (hash(x)=34037513) +6451 train 3.865389 (lr=2.3237e-04) (hash(x)=38117787) +6452 train 3.836246 (lr=2.3228e-04) (hash(x)=36950306) +6453 train 3.872410 (lr=2.3220e-04) (hash(x)=41667958) +6454 train 3.867387 (lr=2.3211e-04) (hash(x)=42298078) +6455 train 3.849209 (lr=2.3203e-04) (hash(x)=38376224) +6456 train 3.806683 (lr=2.3194e-04) (hash(x)=40739542) +6457 train 3.785427 (lr=2.3186e-04) (hash(x)=38683155) +6458 train 3.862378 (lr=2.3177e-04) (hash(x)=39237312) +6459 train 3.811013 (lr=2.3169e-04) (hash(x)=41607055) 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(hash(x)=45546076) +6478 train 3.823267 (lr=2.3007e-04) (hash(x)=38923082) +6479 train 3.800163 (lr=2.2999e-04) (hash(x)=39840905) +6480 train 3.879820 (lr=2.2990e-04) (hash(x)=43513548) +6481 train 3.818530 (lr=2.2982e-04) (hash(x)=35092250) +6482 train 3.834604 (lr=2.2973e-04) (hash(x)=43183985) +6483 train 3.905678 (lr=2.2965e-04) (hash(x)=47357183) +6484 train 3.851642 (lr=2.2956e-04) (hash(x)=42889874) +6485 train 3.841755 (lr=2.2948e-04) (hash(x)=42591088) +6486 train 3.872469 (lr=2.2939e-04) (hash(x)=39231730) +6487 train 3.887166 (lr=2.2931e-04) (hash(x)=37777555) +6488 train 3.809828 (lr=2.2922e-04) (hash(x)=39915618) +6489 train 3.798066 (lr=2.2914e-04) (hash(x)=38925542) +6490 train 3.850882 (lr=2.2905e-04) (hash(x)=43259880) +6491 train 3.890415 (lr=2.2897e-04) (hash(x)=38660932) +6492 train 3.823856 (lr=2.2888e-04) (hash(x)=40083333) +6493 train 3.841732 (lr=2.2880e-04) (hash(x)=39967787) +6494 train 3.835336 (lr=2.2872e-04) (hash(x)=40350334) +6495 train 3.859675 (lr=2.2863e-04) (hash(x)=37341586) +6496 train 3.823088 (lr=2.2855e-04) (hash(x)=43323089) +6497 train 3.819485 (lr=2.2846e-04) (hash(x)=45985390) +6498 train 3.902764 (lr=2.2838e-04) (hash(x)=42410475) +6499 train 3.842889 (lr=2.2829e-04) (hash(x)=42306597) +6500 val loss 3.8115 +6500 val perplexity 45.2174 +6500 hella 0.2911 +6500 train 3.851370 (lr=2.2821e-04) (hash(x)=40933420) +6501 train 3.888955 (lr=2.2812e-04) (hash(x)=37619262) +6502 train 3.816278 (lr=2.2804e-04) (hash(x)=41691531) +6503 train 3.811840 (lr=2.2795e-04) (hash(x)=45534585) +6504 train 3.784091 (lr=2.2787e-04) (hash(x)=50601846) +6505 train 3.805658 (lr=2.2778e-04) (hash(x)=37379935) +6506 train 3.774950 (lr=2.2770e-04) (hash(x)=40489593) +6507 train 3.799246 (lr=2.2762e-04) (hash(x)=39230055) +6508 train 3.772373 (lr=2.2753e-04) (hash(x)=32163832) +6509 train 3.757315 (lr=2.2745e-04) (hash(x)=37841659) +6510 train 3.799003 (lr=2.2736e-04) (hash(x)=42692699) +6511 train 3.805311 (lr=2.2728e-04) (hash(x)=38170839) 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3.869331 (lr=2.1096e-04) (hash(x)=40999734) +6708 train 3.827773 (lr=2.1087e-04) (hash(x)=39317204) +6709 train 3.841999 (lr=2.1079e-04) (hash(x)=39049604) +6710 train 3.842765 (lr=2.1071e-04) (hash(x)=36720410) +6711 train 3.881279 (lr=2.1063e-04) (hash(x)=36441139) +6712 train 3.902115 (lr=2.1055e-04) (hash(x)=43982863) +6713 train 3.828472 (lr=2.1046e-04) (hash(x)=35542905) +6714 train 3.825557 (lr=2.1038e-04) (hash(x)=47921869) +6715 train 3.856497 (lr=2.1030e-04) (hash(x)=41045154) +6716 train 3.862526 (lr=2.1022e-04) (hash(x)=38700465) +6717 train 3.857679 (lr=2.1014e-04) (hash(x)=38565734) +6718 train 3.822100 (lr=2.1005e-04) (hash(x)=42538307) +6719 train 3.779866 (lr=2.0997e-04) (hash(x)=43114835) +6720 train 3.784423 (lr=2.0989e-04) (hash(x)=37451651) +6721 train 3.756534 (lr=2.0981e-04) (hash(x)=43933804) +6722 train 3.834209 (lr=2.0973e-04) (hash(x)=44425403) +6723 train 3.708269 (lr=2.0965e-04) (hash(x)=38756899) +6724 train 3.764712 (lr=2.0956e-04) (hash(x)=38447216) 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(hash(x)=37337203) +6743 train 3.832917 (lr=2.0801e-04) (hash(x)=37775106) +6744 train 3.843525 (lr=2.0793e-04) (hash(x)=41195944) +6745 train 3.733521 (lr=2.0785e-04) (hash(x)=40003419) +6746 train 3.869139 (lr=2.0777e-04) (hash(x)=48181612) +6747 train 3.819571 (lr=2.0769e-04) (hash(x)=37243723) +6748 train 3.844424 (lr=2.0761e-04) (hash(x)=45531991) +6749 train 3.837342 (lr=2.0752e-04) (hash(x)=41206939) +6750 val loss 3.8054 +6750 val perplexity 44.9449 +6750 hella 0.2903 +6750 train 3.901587 (lr=2.0744e-04) (hash(x)=34423435) +6751 train 3.851772 (lr=2.0736e-04) (hash(x)=40834239) +6752 train 3.815619 (lr=2.0728e-04) (hash(x)=34671508) +6753 train 3.855384 (lr=2.0720e-04) (hash(x)=49107678) +6754 train 3.887221 (lr=2.0712e-04) (hash(x)=39842593) +6755 train 3.823537 (lr=2.0704e-04) (hash(x)=33950181) +6756 train 3.860213 (lr=2.0695e-04) (hash(x)=40310405) +6757 train 3.838173 (lr=2.0687e-04) (hash(x)=45313103) +6758 train 3.809037 (lr=2.0679e-04) (hash(x)=39744865) +6759 train 3.765352 (lr=2.0671e-04) (hash(x)=40052369) +6760 train 3.661139 (lr=2.0663e-04) (hash(x)=41389330) +6761 train 3.793366 (lr=2.0655e-04) (hash(x)=38691464) +6762 train 3.814621 (lr=2.0647e-04) (hash(x)=45820065) +6763 train 3.844030 (lr=2.0639e-04) (hash(x)=41541112) +6764 train 3.829270 (lr=2.0630e-04) (hash(x)=39981589) +6765 train 3.809857 (lr=2.0622e-04) (hash(x)=39032819) +6766 train 3.743051 (lr=2.0614e-04) (hash(x)=37737441) +6767 train 3.769877 (lr=2.0606e-04) (hash(x)=48085864) +6768 train 3.790475 (lr=2.0598e-04) (hash(x)=36441032) +6769 train 3.767962 (lr=2.0590e-04) (hash(x)=42819322) +6770 train 3.819048 (lr=2.0582e-04) (hash(x)=32918637) +6771 train 3.845971 (lr=2.0574e-04) (hash(x)=38985334) +6772 train 3.713304 (lr=2.0566e-04) (hash(x)=39939690) +6773 train 3.792938 (lr=2.0557e-04) (hash(x)=39996986) +6774 train 3.796294 (lr=2.0549e-04) (hash(x)=36555188) +6775 train 3.771783 (lr=2.0541e-04) (hash(x)=43609283) +6776 train 3.838767 (lr=2.0533e-04) (hash(x)=39384576) 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(hash(x)=35203539) +6795 train 3.785452 (lr=2.0379e-04) (hash(x)=45140264) +6796 train 3.862249 (lr=2.0371e-04) (hash(x)=35939224) +6797 train 3.801947 (lr=2.0363e-04) (hash(x)=36626858) +6798 train 3.774253 (lr=2.0355e-04) (hash(x)=38902341) +6799 train 3.897692 (lr=2.0347e-04) (hash(x)=33197958) +6800 train 3.779614 (lr=2.0339e-04) (hash(x)=45811094) +6801 train 3.804024 (lr=2.0331e-04) (hash(x)=35439261) +6802 train 3.819738 (lr=2.0323e-04) (hash(x)=41619786) +6803 train 3.781936 (lr=2.0315e-04) (hash(x)=38043534) +6804 train 3.778299 (lr=2.0307e-04) (hash(x)=43794133) +6805 train 3.783077 (lr=2.0299e-04) (hash(x)=42448395) +6806 train 3.754249 (lr=2.0291e-04) (hash(x)=41960126) +6807 train 3.755900 (lr=2.0283e-04) (hash(x)=45023781) +6808 train 3.844197 (lr=2.0275e-04) (hash(x)=40291401) +6809 train 3.781713 (lr=2.0266e-04) (hash(x)=39312890) +6810 train 3.809052 (lr=2.0258e-04) (hash(x)=41338433) +6811 train 3.818269 (lr=2.0250e-04) (hash(x)=41457830) +6812 train 3.844084 (lr=2.0242e-04) (hash(x)=40484553) +6813 train 3.777898 (lr=2.0234e-04) (hash(x)=39864634) +6814 train 3.893097 (lr=2.0226e-04) (hash(x)=29878025) +6815 train 3.845517 (lr=2.0218e-04) (hash(x)=42046825) +6816 train 3.820567 (lr=2.0210e-04) (hash(x)=42051008) +6817 train 3.782755 (lr=2.0202e-04) (hash(x)=40602058) +6818 train 3.849620 (lr=2.0194e-04) (hash(x)=40246961) +6819 train 3.845908 (lr=2.0186e-04) (hash(x)=38101334) +6820 train 3.840366 (lr=2.0178e-04) (hash(x)=36981722) +6821 train 3.848869 (lr=2.0170e-04) (hash(x)=35562917) +6822 train 3.938182 (lr=2.0162e-04) (hash(x)=40930654) +6823 train 3.810943 (lr=2.0154e-04) (hash(x)=39701698) +6824 train 3.857749 (lr=2.0146e-04) (hash(x)=45034797) +6825 train 3.854736 (lr=2.0138e-04) (hash(x)=33998925) +6826 train 3.789697 (lr=2.0130e-04) (hash(x)=41088865) +6827 train 3.848497 (lr=2.0122e-04) (hash(x)=39870234) +6828 train 3.815814 (lr=2.0114e-04) (hash(x)=41850315) +6829 train 3.842033 (lr=2.0106e-04) (hash(x)=33555043) +6830 train 3.877393 (lr=2.0098e-04) (hash(x)=40431266) +6831 train 3.837368 (lr=2.0090e-04) (hash(x)=31504386) +6832 train 3.816258 (lr=2.0082e-04) (hash(x)=35118435) +6833 train 3.739452 (lr=2.0074e-04) (hash(x)=41568314) +6834 train 3.813898 (lr=2.0066e-04) (hash(x)=46121551) +6835 train 3.777807 (lr=2.0058e-04) (hash(x)=36834889) +6836 train 3.810946 (lr=2.0050e-04) (hash(x)=36400747) +6837 train 3.810179 (lr=2.0042e-04) (hash(x)=40050064) +6838 train 3.818121 (lr=2.0033e-04) (hash(x)=40806704) +6839 train 3.784022 (lr=2.0025e-04) (hash(x)=41100544) +6840 train 3.810317 (lr=2.0017e-04) (hash(x)=41669045) +6841 train 3.778097 (lr=2.0009e-04) (hash(x)=40697287) +6842 train 3.799968 (lr=2.0001e-04) (hash(x)=38545554) +6843 train 3.839004 (lr=1.9993e-04) (hash(x)=39619178) +6844 train 3.774705 (lr=1.9985e-04) (hash(x)=40940715) +6845 train 3.745273 (lr=1.9977e-04) (hash(x)=35461935) +6846 train 3.790008 (lr=1.9969e-04) (hash(x)=45200127) +6847 train 3.773021 (lr=1.9961e-04) (hash(x)=35652691) 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(lr=1.9674e-04) (hash(x)=38538273) +6884 train 3.831233 (lr=1.9666e-04) (hash(x)=42933570) +6885 train 3.876035 (lr=1.9659e-04) (hash(x)=39162749) +6886 train 3.779444 (lr=1.9651e-04) (hash(x)=40534774) +6887 train 3.843120 (lr=1.9643e-04) (hash(x)=42000401) +6888 train 3.798960 (lr=1.9635e-04) (hash(x)=40303897) +6889 train 3.833080 (lr=1.9627e-04) (hash(x)=42955754) +6890 train 3.817360 (lr=1.9619e-04) (hash(x)=40165676) +6891 train 3.833671 (lr=1.9611e-04) (hash(x)=38943211) +6892 train 3.827972 (lr=1.9603e-04) (hash(x)=45696823) +6893 train 3.810721 (lr=1.9595e-04) (hash(x)=31166702) +6894 train 3.890036 (lr=1.9587e-04) (hash(x)=32219860) +6895 train 3.864837 (lr=1.9579e-04) (hash(x)=40025144) +6896 train 3.829297 (lr=1.9571e-04) (hash(x)=38026909) +6897 train 3.849409 (lr=1.9563e-04) (hash(x)=42298250) +6898 train 3.810016 (lr=1.9555e-04) (hash(x)=40364954) +6899 train 3.837597 (lr=1.9547e-04) (hash(x)=39859209) +6900 train 3.869157 (lr=1.9540e-04) (hash(x)=41569579) +6901 train 3.820426 (lr=1.9532e-04) (hash(x)=44432396) +6902 train 3.831733 (lr=1.9524e-04) (hash(x)=43085639) +6903 train 3.914166 (lr=1.9516e-04) (hash(x)=39118610) +6904 train 3.911989 (lr=1.9508e-04) (hash(x)=39683018) +6905 train 3.814604 (lr=1.9500e-04) (hash(x)=38460329) +6906 train 3.841661 (lr=1.9492e-04) (hash(x)=45689704) +6907 train 3.760792 (lr=1.9484e-04) (hash(x)=43392181) +6908 train 3.777620 (lr=1.9476e-04) (hash(x)=40372887) +6909 train 3.791497 (lr=1.9468e-04) (hash(x)=39295282) +6910 train 3.745413 (lr=1.9460e-04) (hash(x)=32362466) +6911 train 3.792107 (lr=1.9453e-04) (hash(x)=36309477) +6912 train 3.788170 (lr=1.9445e-04) (hash(x)=38782952) +6913 train 3.775097 (lr=1.9437e-04) (hash(x)=40230731) +6914 train 3.795325 (lr=1.9429e-04) (hash(x)=37015329) +6915 train 3.785461 (lr=1.9421e-04) (hash(x)=36731663) +6916 train 3.776335 (lr=1.9413e-04) (hash(x)=34230678) +6917 train 3.793365 (lr=1.9405e-04) (hash(x)=40301398) +6918 train 3.729759 (lr=1.9397e-04) (hash(x)=37348194) 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(hash(x)=40595762) +6937 train 3.856444 (lr=1.9248e-04) (hash(x)=39697405) +6938 train 3.803428 (lr=1.9240e-04) (hash(x)=35511198) +6939 train 3.794886 (lr=1.9232e-04) (hash(x)=39690293) +6940 train 3.837500 (lr=1.9224e-04) (hash(x)=39676889) +6941 train 3.831782 (lr=1.9216e-04) (hash(x)=35108539) +6942 train 3.847302 (lr=1.9208e-04) (hash(x)=39384523) +6943 train 3.826110 (lr=1.9200e-04) (hash(x)=42034680) +6944 train 3.803818 (lr=1.9193e-04) (hash(x)=40319877) +6945 train 3.809640 (lr=1.9185e-04) (hash(x)=43524219) +6946 train 3.749239 (lr=1.9177e-04) (hash(x)=44014246) +6947 train 3.764975 (lr=1.9169e-04) (hash(x)=37246054) +6948 train 3.801447 (lr=1.9161e-04) (hash(x)=44771233) +6949 train 3.713072 (lr=1.9153e-04) (hash(x)=41422110) +6950 train 3.782486 (lr=1.9146e-04) (hash(x)=39744348) +6951 train 3.903505 (lr=1.9138e-04) (hash(x)=37361169) +6952 train 3.754019 (lr=1.9130e-04) (hash(x)=36721064) +6953 train 3.753882 (lr=1.9122e-04) (hash(x)=44193962) +6954 train 3.819147 (lr=1.9114e-04) (hash(x)=43865126) +6955 train 3.783356 (lr=1.9106e-04) (hash(x)=41347931) +6956 train 3.843102 (lr=1.9099e-04) (hash(x)=29954937) +6957 train 3.804993 (lr=1.9091e-04) (hash(x)=28776449) +6958 train 3.806224 (lr=1.9083e-04) (hash(x)=38063337) +6959 train 3.885755 (lr=1.9075e-04) (hash(x)=44001561) +6960 train 3.791314 (lr=1.9067e-04) (hash(x)=39522636) +6961 train 3.915604 (lr=1.9059e-04) (hash(x)=34325117) +6962 train 3.825858 (lr=1.9052e-04) (hash(x)=39201487) +6963 train 3.813525 (lr=1.9044e-04) (hash(x)=39502615) +6964 train 3.823695 (lr=1.9036e-04) (hash(x)=34316774) +6965 train 3.831567 (lr=1.9028e-04) (hash(x)=45951153) +6966 train 3.796635 (lr=1.9020e-04) (hash(x)=44014026) +6967 train 3.828387 (lr=1.9012e-04) (hash(x)=40881905) +6968 train 3.843178 (lr=1.9005e-04) (hash(x)=31816930) +6969 train 3.895101 (lr=1.8997e-04) (hash(x)=38445520) +6970 train 3.886547 (lr=1.8989e-04) (hash(x)=42132893) +6971 train 3.758438 (lr=1.8981e-04) (hash(x)=49309257) +6972 train 3.857812 (lr=1.8973e-04) (hash(x)=40467883) +6973 train 3.853054 (lr=1.8966e-04) (hash(x)=39228345) +6974 train 3.802405 (lr=1.8958e-04) (hash(x)=39938303) +6975 train 3.841579 (lr=1.8950e-04) (hash(x)=36890261) +6976 train 3.828814 (lr=1.8942e-04) (hash(x)=42294001) +6977 train 3.876303 (lr=1.8934e-04) (hash(x)=45872368) +6978 train 3.781151 (lr=1.8927e-04) (hash(x)=52816135) +6979 train 3.811260 (lr=1.8919e-04) (hash(x)=26800817) +6980 train 3.768401 (lr=1.8911e-04) (hash(x)=37366890) +6981 train 3.767536 (lr=1.8903e-04) (hash(x)=35056089) +6982 train 3.731855 (lr=1.8895e-04) (hash(x)=39233181) +6983 train 3.811354 (lr=1.8888e-04) (hash(x)=42068391) +6984 train 3.795441 (lr=1.8880e-04) (hash(x)=38724903) +6985 train 3.829146 (lr=1.8872e-04) (hash(x)=37944083) +6986 train 3.736217 (lr=1.8864e-04) (hash(x)=38502970) +6987 train 3.798164 (lr=1.8857e-04) (hash(x)=52116619) +6988 train 3.825823 (lr=1.8849e-04) (hash(x)=46709740) +6989 train 3.782021 (lr=1.8841e-04) (hash(x)=36862160) 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3.773841 (lr=1.6964e-04) (hash(x)=38821663) +7238 train 3.789474 (lr=1.6957e-04) (hash(x)=39993651) +7239 train 3.769970 (lr=1.6949e-04) (hash(x)=37330077) +7240 train 3.751595 (lr=1.6942e-04) (hash(x)=39094915) +7241 train 3.821603 (lr=1.6935e-04) (hash(x)=43831383) +7242 train 3.760014 (lr=1.6927e-04) (hash(x)=43611953) +7243 train 3.717189 (lr=1.6920e-04) (hash(x)=46872824) +7244 train 3.762522 (lr=1.6913e-04) (hash(x)=38066442) +7245 train 3.747822 (lr=1.6905e-04) (hash(x)=38894402) +7246 train 3.805094 (lr=1.6898e-04) (hash(x)=37645914) +7247 train 3.738244 (lr=1.6891e-04) (hash(x)=44929157) +7248 train 3.761408 (lr=1.6883e-04) (hash(x)=42196483) +7249 train 3.837828 (lr=1.6876e-04) (hash(x)=38040356) +7250 val loss 3.7862 +7250 val perplexity 44.0907 +7250 hella 0.2927 +7250 train 3.767498 (lr=1.6869e-04) (hash(x)=38572286) +7251 train 3.817061 (lr=1.6861e-04) (hash(x)=38124035) +7252 train 3.809984 (lr=1.6854e-04) (hash(x)=32133633) +7253 train 3.790529 (lr=1.6847e-04) 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3.786992 (lr=1.5574e-04) (hash(x)=38243639) +7432 train 3.822298 (lr=1.5567e-04) (hash(x)=40583551) +7433 train 3.842510 (lr=1.5560e-04) (hash(x)=45385701) +7434 train 3.826967 (lr=1.5553e-04) (hash(x)=36605682) +7435 train 3.868335 (lr=1.5546e-04) (hash(x)=41580782) +7436 train 3.856831 (lr=1.5539e-04) (hash(x)=37264088) +7437 train 3.792822 (lr=1.5532e-04) (hash(x)=42191850) +7438 train 3.761331 (lr=1.5525e-04) (hash(x)=36444755) +7439 train 3.886550 (lr=1.5518e-04) (hash(x)=37874332) +7440 train 3.816550 (lr=1.5511e-04) (hash(x)=40247263) +7441 train 3.771672 (lr=1.5504e-04) (hash(x)=38224454) +7442 train 3.797403 (lr=1.5497e-04) (hash(x)=36960026) +7443 train 3.784067 (lr=1.5490e-04) (hash(x)=36983160) +7444 train 3.841319 (lr=1.5483e-04) (hash(x)=39054005) +7445 train 3.855427 (lr=1.5476e-04) (hash(x)=36822939) +7446 train 3.801022 (lr=1.5469e-04) (hash(x)=28012105) +7447 train 3.792622 (lr=1.5462e-04) (hash(x)=42272412) +7448 train 3.846353 (lr=1.5455e-04) (hash(x)=38678242) 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(hash(x)=42765208) +7467 train 3.797555 (lr=1.5324e-04) (hash(x)=43076946) +7468 train 3.779997 (lr=1.5317e-04) (hash(x)=41427071) +7469 train 3.851199 (lr=1.5310e-04) (hash(x)=45944116) +7470 train 3.770098 (lr=1.5303e-04) (hash(x)=37711165) +7471 train 3.838577 (lr=1.5296e-04) (hash(x)=44782600) +7472 train 3.814863 (lr=1.5289e-04) (hash(x)=44045664) +7473 train 3.763400 (lr=1.5282e-04) (hash(x)=40674126) +7474 train 3.805890 (lr=1.5275e-04) (hash(x)=48561908) +7475 train 3.809319 (lr=1.5269e-04) (hash(x)=42722536) +7476 train 3.785401 (lr=1.5262e-04) (hash(x)=41544078) +7477 train 3.816121 (lr=1.5255e-04) (hash(x)=34136323) +7478 train 3.793937 (lr=1.5248e-04) (hash(x)=42523263) +7479 train 3.783719 (lr=1.5241e-04) (hash(x)=42198857) +7480 train 3.787069 (lr=1.5234e-04) (hash(x)=40130496) +7481 train 3.736459 (lr=1.5227e-04) (hash(x)=27332457) +7482 train 3.816594 (lr=1.5220e-04) (hash(x)=43223229) +7483 train 3.788436 (lr=1.5214e-04) (hash(x)=31589531) +7484 train 3.789660 (lr=1.5207e-04) (hash(x)=42663916) +7485 train 3.827274 (lr=1.5200e-04) (hash(x)=37450957) +7486 train 3.808995 (lr=1.5193e-04) (hash(x)=40781377) +7487 train 3.806770 (lr=1.5186e-04) (hash(x)=39978495) +7488 train 3.767784 (lr=1.5179e-04) (hash(x)=32933759) +7489 train 3.783609 (lr=1.5172e-04) (hash(x)=40821588) +7490 train 3.732750 (lr=1.5165e-04) (hash(x)=42875041) +7491 train 3.779768 (lr=1.5159e-04) (hash(x)=41221658) +7492 train 3.833580 (lr=1.5152e-04) (hash(x)=34975616) +7493 train 3.867046 (lr=1.5145e-04) (hash(x)=38261944) +7494 train 3.752097 (lr=1.5138e-04) (hash(x)=32254111) +7495 train 3.795335 (lr=1.5131e-04) (hash(x)=33728126) +7496 train 3.649997 (lr=1.5124e-04) (hash(x)=33478671) +7497 train 3.782569 (lr=1.5118e-04) (hash(x)=39039914) +7498 train 3.804422 (lr=1.5111e-04) (hash(x)=36126075) +7499 train 3.833724 (lr=1.5104e-04) (hash(x)=41322702) +7500 val loss 3.7766 +7500 val perplexity 43.6679 +7500 hella 0.2934 +7500 train 3.759111 (lr=1.5097e-04) (hash(x)=45139629) 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(lr=1.4852e-04) (hash(x)=35668373) +7537 train 3.745626 (lr=1.4845e-04) (hash(x)=40750587) +7538 train 3.765645 (lr=1.4839e-04) (hash(x)=36323410) +7539 train 3.732368 (lr=1.4832e-04) (hash(x)=39923591) +7540 train 3.729394 (lr=1.4825e-04) (hash(x)=30172063) +7541 train 3.765947 (lr=1.4818e-04) (hash(x)=37173479) +7542 train 3.806902 (lr=1.4812e-04) (hash(x)=35680391) +7543 train 3.768254 (lr=1.4805e-04) (hash(x)=46394316) +7544 train 3.820312 (lr=1.4798e-04) (hash(x)=39877497) +7545 train 3.838552 (lr=1.4791e-04) (hash(x)=51033830) +7546 train 3.786135 (lr=1.4785e-04) (hash(x)=44283476) +7547 train 3.758193 (lr=1.4778e-04) (hash(x)=35947128) +7548 train 3.834106 (lr=1.4771e-04) (hash(x)=39673493) +7549 train 3.872808 (lr=1.4764e-04) (hash(x)=41136140) +7550 train 3.788939 (lr=1.4758e-04) (hash(x)=48422333) +7551 train 3.832280 (lr=1.4751e-04) (hash(x)=40183642) +7552 train 3.846528 (lr=1.4744e-04) (hash(x)=40351272) +7553 train 3.848734 (lr=1.4737e-04) (hash(x)=35297194) +7554 train 3.771422 (lr=1.4731e-04) (hash(x)=46125579) +7555 train 3.780455 (lr=1.4724e-04) (hash(x)=38248426) +7556 train 3.794286 (lr=1.4717e-04) (hash(x)=40448340) +7557 train 3.745154 (lr=1.4711e-04) (hash(x)=44146752) +7558 train 3.822579 (lr=1.4704e-04) (hash(x)=39395791) +7559 train 3.771106 (lr=1.4697e-04) (hash(x)=38968710) +7560 train 3.813727 (lr=1.4690e-04) (hash(x)=40327880) +7561 train 3.780771 (lr=1.4684e-04) (hash(x)=40302068) +7562 train 3.903904 (lr=1.4677e-04) (hash(x)=38218472) +7563 train 3.877966 (lr=1.4670e-04) (hash(x)=36478415) +7564 train 3.818870 (lr=1.4664e-04) (hash(x)=37508311) +7565 train 3.783350 (lr=1.4657e-04) (hash(x)=37293910) +7566 train 3.860554 (lr=1.4650e-04) (hash(x)=34296333) +7567 train 3.801117 (lr=1.4643e-04) (hash(x)=46892614) +7568 train 3.792953 (lr=1.4637e-04) (hash(x)=36312048) +7569 train 3.782508 (lr=1.4630e-04) (hash(x)=39850010) +7570 train 3.734763 (lr=1.4623e-04) (hash(x)=40331461) +7571 train 3.783978 (lr=1.4617e-04) (hash(x)=35911842) 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(lr=1.4377e-04) (hash(x)=41134836) +7608 train 3.739558 (lr=1.4371e-04) (hash(x)=35407710) +7609 train 3.794596 (lr=1.4364e-04) (hash(x)=41549763) +7610 train 3.761337 (lr=1.4357e-04) (hash(x)=42188513) +7611 train 3.784734 (lr=1.4351e-04) (hash(x)=44079319) +7612 train 3.758280 (lr=1.4344e-04) (hash(x)=37270678) +7613 train 3.822976 (lr=1.4338e-04) (hash(x)=39663509) +7614 train 3.767866 (lr=1.4331e-04) (hash(x)=42219117) +7615 train 3.752193 (lr=1.4324e-04) (hash(x)=43027774) +7616 train 3.754667 (lr=1.4318e-04) (hash(x)=37997349) +7617 train 3.830790 (lr=1.4311e-04) (hash(x)=43514823) +7618 train 3.738488 (lr=1.4305e-04) (hash(x)=44226760) +7619 train 3.853609 (lr=1.4298e-04) (hash(x)=36492021) +7620 train 3.790606 (lr=1.4291e-04) (hash(x)=38505610) +7621 train 3.856248 (lr=1.4285e-04) (hash(x)=44556113) +7622 train 3.791311 (lr=1.4278e-04) (hash(x)=40774582) +7623 train 3.782457 (lr=1.4272e-04) (hash(x)=40192579) +7624 train 3.838564 (lr=1.4265e-04) (hash(x)=41821538) +7625 train 3.779159 (lr=1.4258e-04) (hash(x)=39708159) +7626 train 3.799925 (lr=1.4252e-04) (hash(x)=40473111) +7627 train 3.800940 (lr=1.4245e-04) (hash(x)=38419253) +7628 train 3.858902 (lr=1.4239e-04) (hash(x)=40895764) +7629 train 3.751289 (lr=1.4232e-04) (hash(x)=43715420) +7630 train 3.825133 (lr=1.4226e-04) (hash(x)=39082451) +7631 train 3.798640 (lr=1.4219e-04) (hash(x)=46270726) +7632 train 3.795822 (lr=1.4212e-04) (hash(x)=40065484) +7633 train 3.845004 (lr=1.4206e-04) (hash(x)=42195345) +7634 train 3.797083 (lr=1.4199e-04) (hash(x)=39206335) +7635 train 3.880055 (lr=1.4193e-04) (hash(x)=44403491) +7636 train 3.753872 (lr=1.4186e-04) (hash(x)=34899168) +7637 train 3.805583 (lr=1.4180e-04) (hash(x)=39499428) +7638 train 3.807893 (lr=1.4173e-04) (hash(x)=38404890) +7639 train 3.824528 (lr=1.4167e-04) (hash(x)=38474967) +7640 train 3.789397 (lr=1.4160e-04) (hash(x)=39744891) +7641 train 3.768461 (lr=1.4154e-04) (hash(x)=44040862) +7642 train 3.761697 (lr=1.4147e-04) (hash(x)=36323333) 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(lr=1.3913e-04) (hash(x)=39075311) +7679 train 3.772283 (lr=1.3907e-04) (hash(x)=48276963) +7680 train 3.788785 (lr=1.3900e-04) (hash(x)=35201785) +7681 train 3.712146 (lr=1.3894e-04) (hash(x)=37288788) +7682 train 3.765909 (lr=1.3887e-04) (hash(x)=37072035) +7683 train 3.775409 (lr=1.3881e-04) (hash(x)=45192047) +7684 train 3.739329 (lr=1.3874e-04) (hash(x)=45691971) +7685 train 3.787073 (lr=1.3868e-04) (hash(x)=40094358) +7686 train 3.799653 (lr=1.3861e-04) (hash(x)=29645231) +7687 train 3.727026 (lr=1.3855e-04) (hash(x)=40680328) +7688 train 3.730767 (lr=1.3848e-04) (hash(x)=34945440) +7689 train 3.737817 (lr=1.3842e-04) (hash(x)=49101559) +7690 train 3.767254 (lr=1.3836e-04) (hash(x)=40318765) +7691 train 3.856578 (lr=1.3829e-04) (hash(x)=43154319) +7692 train 3.926809 (lr=1.3823e-04) (hash(x)=41898600) +7693 train 3.854918 (lr=1.3816e-04) (hash(x)=41155729) +7694 train 3.793432 (lr=1.3810e-04) (hash(x)=42277475) +7695 train 3.847907 (lr=1.3803e-04) (hash(x)=39443611) +7696 train 3.827435 (lr=1.3797e-04) (hash(x)=40025350) +7697 train 3.788544 (lr=1.3791e-04) (hash(x)=36746685) +7698 train 3.796514 (lr=1.3784e-04) (hash(x)=44832361) +7699 train 3.821724 (lr=1.3778e-04) (hash(x)=37832288) +7700 train 3.849673 (lr=1.3771e-04) (hash(x)=45640196) +7701 train 3.805755 (lr=1.3765e-04) (hash(x)=45629369) +7702 train 3.854449 (lr=1.3759e-04) (hash(x)=45476522) +7703 train 3.813863 (lr=1.3752e-04) (hash(x)=44471578) +7704 train 3.814460 (lr=1.3746e-04) (hash(x)=54274920) +7705 train 3.808532 (lr=1.3739e-04) (hash(x)=44511457) +7706 train 3.761994 (lr=1.3733e-04) (hash(x)=33479634) +7707 train 3.803684 (lr=1.3727e-04) (hash(x)=40912591) +7708 train 3.793167 (lr=1.3720e-04) (hash(x)=42122661) +7709 train 3.846726 (lr=1.3714e-04) (hash(x)=49617387) +7710 train 3.833167 (lr=1.3707e-04) (hash(x)=43417063) +7711 train 3.831400 (lr=1.3701e-04) (hash(x)=36398599) +7712 train 3.841097 (lr=1.3695e-04) (hash(x)=43883975) +7713 train 3.785575 (lr=1.3688e-04) (hash(x)=34975551) 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(lr=1.3460e-04) (hash(x)=35376527) +7750 val loss 3.7698 +7750 val perplexity 43.3733 +7750 hella 0.2953 +7750 train 3.806541 (lr=1.3453e-04) (hash(x)=35993491) +7751 train 3.775142 (lr=1.3447e-04) (hash(x)=40660483) +7752 train 3.757518 (lr=1.3441e-04) (hash(x)=37609395) +7753 train 3.766172 (lr=1.3435e-04) (hash(x)=41181142) +7754 train 3.768036 (lr=1.3428e-04) (hash(x)=35736560) +7755 train 3.713938 (lr=1.3422e-04) (hash(x)=40724675) +7756 train 3.739103 (lr=1.3416e-04) (hash(x)=38108232) +7757 train 3.721488 (lr=1.3409e-04) (hash(x)=46313097) +7758 train 3.791777 (lr=1.3403e-04) (hash(x)=39500175) +7759 train 3.815549 (lr=1.3397e-04) (hash(x)=36741155) +7760 train 3.745854 (lr=1.3391e-04) (hash(x)=37377326) +7761 train 3.765465 (lr=1.3384e-04) (hash(x)=40879033) +7762 train 3.770026 (lr=1.3378e-04) (hash(x)=41600523) +7763 train 3.762490 (lr=1.3372e-04) (hash(x)=39594376) +7764 train 3.743873 (lr=1.3365e-04) (hash(x)=41260157) +7765 train 3.747505 (lr=1.3359e-04) (hash(x)=36377573) 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(lr=1.3135e-04) (hash(x)=39314948) +7802 train 3.793546 (lr=1.3129e-04) (hash(x)=45453384) +7803 train 3.776967 (lr=1.3123e-04) (hash(x)=39892498) +7804 train 3.790854 (lr=1.3116e-04) (hash(x)=43742971) +7805 train 3.830608 (lr=1.3110e-04) (hash(x)=44244587) +7806 train 3.769789 (lr=1.3104e-04) (hash(x)=43079665) +7807 train 3.716443 (lr=1.3098e-04) (hash(x)=40828523) +7808 train 3.760324 (lr=1.3092e-04) (hash(x)=48350120) +7809 train 3.746754 (lr=1.3086e-04) (hash(x)=36814899) +7810 train 3.800089 (lr=1.3079e-04) (hash(x)=41483667) +7811 train 3.810670 (lr=1.3073e-04) (hash(x)=34943057) +7812 train 3.854860 (lr=1.3067e-04) (hash(x)=42138343) +7813 train 3.810172 (lr=1.3061e-04) (hash(x)=43042522) +7814 train 3.840399 (lr=1.3055e-04) (hash(x)=44216200) +7815 train 3.808292 (lr=1.3049e-04) (hash(x)=40404472) +7816 train 3.820261 (lr=1.3042e-04) (hash(x)=38387871) +7817 train 3.795292 (lr=1.3036e-04) (hash(x)=35370546) +7818 train 3.801759 (lr=1.3030e-04) (hash(x)=43006298) +7819 train 3.803178 (lr=1.3024e-04) (hash(x)=45103177) +7820 train 3.822355 (lr=1.3018e-04) (hash(x)=43782093) +7821 train 3.819290 (lr=1.3012e-04) (hash(x)=32874759) +7822 train 3.776494 (lr=1.3006e-04) (hash(x)=42054371) +7823 train 3.775677 (lr=1.2999e-04) (hash(x)=39429436) +7824 train 3.818145 (lr=1.2993e-04) (hash(x)=37154970) +7825 train 3.819909 (lr=1.2987e-04) (hash(x)=33537750) +7826 train 3.783044 (lr=1.2981e-04) (hash(x)=44178457) +7827 train 3.764846 (lr=1.2975e-04) (hash(x)=36044153) +7828 train 3.797664 (lr=1.2969e-04) (hash(x)=41092165) +7829 train 3.734867 (lr=1.2963e-04) (hash(x)=41459563) +7830 train 3.797195 (lr=1.2956e-04) (hash(x)=54876733) +7831 train 3.810628 (lr=1.2950e-04) (hash(x)=40597732) +7832 train 3.804852 (lr=1.2944e-04) (hash(x)=42354810) +7833 train 3.779881 (lr=1.2938e-04) (hash(x)=37439772) +7834 train 3.811172 (lr=1.2932e-04) (hash(x)=38162048) +7835 train 3.793571 (lr=1.2926e-04) (hash(x)=34847438) +7836 train 3.749912 (lr=1.2920e-04) (hash(x)=36231770) 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3.791393 (lr=1.1092e-04) (hash(x)=40113736) +8156 train 3.789456 (lr=1.1087e-04) (hash(x)=43215171) +8157 train 3.826862 (lr=1.1082e-04) (hash(x)=41836965) +8158 train 3.818008 (lr=1.1076e-04) (hash(x)=35783759) +8159 train 3.792301 (lr=1.1071e-04) (hash(x)=41732323) +8160 train 3.743712 (lr=1.1066e-04) (hash(x)=38153008) +8161 train 3.754902 (lr=1.1060e-04) (hash(x)=44736389) +8162 train 3.775361 (lr=1.1055e-04) (hash(x)=29938060) +8163 train 3.719669 (lr=1.1050e-04) (hash(x)=44715934) +8164 train 3.824364 (lr=1.1044e-04) (hash(x)=45226902) +8165 train 3.767521 (lr=1.1039e-04) (hash(x)=35871559) +8166 train 3.766333 (lr=1.1034e-04) (hash(x)=39766299) +8167 train 3.830898 (lr=1.1028e-04) (hash(x)=40065060) +8168 train 3.753495 (lr=1.1023e-04) (hash(x)=35628651) +8169 train 3.849403 (lr=1.1018e-04) (hash(x)=32456750) +8170 train 3.829751 (lr=1.1012e-04) (hash(x)=41364659) +8171 train 3.823428 (lr=1.1007e-04) (hash(x)=40262234) +8172 train 3.843278 (lr=1.1002e-04) (hash(x)=39588447) 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(lr=1.0813e-04) (hash(x)=38571055) +8209 train 3.807835 (lr=1.0808e-04) (hash(x)=41352945) +8210 train 3.754844 (lr=1.0802e-04) (hash(x)=40578200) +8211 train 3.769021 (lr=1.0797e-04) (hash(x)=37848579) +8212 train 3.812643 (lr=1.0792e-04) (hash(x)=38873773) +8213 train 3.749909 (lr=1.0787e-04) (hash(x)=37655437) +8214 train 3.746726 (lr=1.0782e-04) (hash(x)=40063950) +8215 train 3.812812 (lr=1.0776e-04) (hash(x)=35322850) +8216 train 3.889617 (lr=1.0771e-04) (hash(x)=43236859) +8217 train 3.884576 (lr=1.0766e-04) (hash(x)=37300290) +8218 train 3.803414 (lr=1.0761e-04) (hash(x)=39020214) +8219 train 3.856170 (lr=1.0756e-04) (hash(x)=42318881) +8220 train 3.837008 (lr=1.0751e-04) (hash(x)=45029979) +8221 train 3.793441 (lr=1.0745e-04) (hash(x)=45907686) +8222 train 3.729538 (lr=1.0740e-04) (hash(x)=39078453) +8223 train 3.840519 (lr=1.0735e-04) (hash(x)=39610966) +8224 train 3.788069 (lr=1.0730e-04) (hash(x)=39368256) +8225 train 3.782100 (lr=1.0725e-04) (hash(x)=43256701) +8226 train 3.860559 (lr=1.0720e-04) (hash(x)=69566261) +8227 train 3.798166 (lr=1.0714e-04) (hash(x)=39594567) +8228 train 3.773978 (lr=1.0709e-04) (hash(x)=37766083) +8229 train 3.805761 (lr=1.0704e-04) (hash(x)=36765282) +8230 train 3.782518 (lr=1.0699e-04) (hash(x)=42186978) +8231 train 3.846667 (lr=1.0694e-04) (hash(x)=23819865) +8232 train 3.789457 (lr=1.0689e-04) (hash(x)=39777738) +8233 train 3.722449 (lr=1.0683e-04) (hash(x)=37054409) +8234 train 3.776297 (lr=1.0678e-04) (hash(x)=36194778) +8235 train 3.754597 (lr=1.0673e-04) (hash(x)=40423147) +8236 train 3.761798 (lr=1.0668e-04) (hash(x)=42517385) +8237 train 3.806406 (lr=1.0663e-04) (hash(x)=47849113) +8238 train 3.866670 (lr=1.0658e-04) (hash(x)=41956330) +8239 train 3.732223 (lr=1.0653e-04) (hash(x)=44653805) +8240 train 3.768719 (lr=1.0648e-04) (hash(x)=41607922) +8241 train 3.733881 (lr=1.0642e-04) (hash(x)=38915126) +8242 train 3.813638 (lr=1.0637e-04) (hash(x)=37530631) +8243 train 3.721827 (lr=1.0632e-04) (hash(x)=37394124) 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3.819227 (lr=1.0455e-04) (hash(x)=39474846) +8279 train 3.772187 (lr=1.0450e-04) (hash(x)=40349195) +8280 train 3.720435 (lr=1.0445e-04) (hash(x)=43229796) +8281 train 3.777730 (lr=1.0440e-04) (hash(x)=44067943) +8282 train 3.784178 (lr=1.0435e-04) (hash(x)=37468690) +8283 train 3.793524 (lr=1.0430e-04) (hash(x)=40373355) +8284 train 3.784355 (lr=1.0425e-04) (hash(x)=49714714) +8285 train 3.793496 (lr=1.0420e-04) (hash(x)=38895371) +8286 train 3.788378 (lr=1.0415e-04) (hash(x)=45506962) +8287 train 3.772588 (lr=1.0410e-04) (hash(x)=44620551) +8288 train 3.806592 (lr=1.0405e-04) (hash(x)=40339708) +8289 train 3.741217 (lr=1.0400e-04) (hash(x)=38767294) +8290 train 3.769257 (lr=1.0395e-04) (hash(x)=39631038) +8291 train 3.752729 (lr=1.0390e-04) (hash(x)=38496894) +8292 train 3.780821 (lr=1.0385e-04) (hash(x)=41606627) +8293 train 3.849098 (lr=1.0380e-04) (hash(x)=37598835) +8294 train 3.806242 (lr=1.0375e-04) (hash(x)=35765947) +8295 train 3.825376 (lr=1.0370e-04) (hash(x)=35218744) 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(lr=1.0192e-04) (hash(x)=38488825) +8332 train 3.755586 (lr=1.0187e-04) (hash(x)=38005712) +8333 train 3.787442 (lr=1.0182e-04) (hash(x)=38813064) +8334 train 3.770732 (lr=1.0177e-04) (hash(x)=41832942) +8335 train 3.805540 (lr=1.0172e-04) (hash(x)=40098400) +8336 train 3.745872 (lr=1.0167e-04) (hash(x)=47241699) +8337 train 3.882117 (lr=1.0163e-04) (hash(x)=35577065) +8338 train 3.761553 (lr=1.0158e-04) (hash(x)=41039694) +8339 train 3.821676 (lr=1.0153e-04) (hash(x)=37499519) +8340 train 3.755141 (lr=1.0148e-04) (hash(x)=37605077) +8341 train 3.775697 (lr=1.0143e-04) (hash(x)=33078676) +8342 train 3.772481 (lr=1.0138e-04) (hash(x)=37792946) +8343 train 3.783459 (lr=1.0133e-04) (hash(x)=35393448) +8344 train 3.752817 (lr=1.0129e-04) (hash(x)=36139333) +8345 train 3.764934 (lr=1.0124e-04) (hash(x)=34003628) +8346 train 3.885374 (lr=1.0119e-04) (hash(x)=42236468) +8347 train 3.717419 (lr=1.0114e-04) (hash(x)=37695501) +8348 train 3.756922 (lr=1.0109e-04) (hash(x)=34985499) +8349 train 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3.792240 (lr=8.6287e-05) (hash(x)=39437401) +8686 train 3.830569 (lr=8.6248e-05) (hash(x)=36888069) +8687 train 3.793660 (lr=8.6209e-05) (hash(x)=45929995) +8688 train 3.802385 (lr=8.6169e-05) (hash(x)=38546732) +8689 train 3.815513 (lr=8.6130e-05) (hash(x)=36680802) +8690 train 3.827103 (lr=8.6091e-05) (hash(x)=38786934) +8691 train 3.833974 (lr=8.6052e-05) (hash(x)=44930201) +8692 train 3.723785 (lr=8.6013e-05) (hash(x)=42393922) +8693 train 3.787292 (lr=8.5974e-05) (hash(x)=36078148) +8694 train 3.756402 (lr=8.5934e-05) (hash(x)=28341513) +8695 train 3.815673 (lr=8.5895e-05) (hash(x)=38190734) +8696 train 3.812246 (lr=8.5856e-05) (hash(x)=35948974) +8697 train 3.816069 (lr=8.5817e-05) (hash(x)=38341663) +8698 train 3.798971 (lr=8.5778e-05) (hash(x)=40685865) +8699 train 3.779127 (lr=8.5739e-05) (hash(x)=42763687) +8700 train 3.818705 (lr=8.5701e-05) (hash(x)=36510407) +8701 train 3.793760 (lr=8.5662e-05) (hash(x)=36741367) +8702 train 3.892535 (lr=8.5623e-05) (hash(x)=28412303) 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(lr=8.4243e-05) (hash(x)=40042314) +8739 train 3.885108 (lr=8.4205e-05) (hash(x)=40277225) +8740 train 3.810258 (lr=8.4167e-05) (hash(x)=46159886) +8741 train 3.759695 (lr=8.4129e-05) (hash(x)=40452730) +8742 train 3.835306 (lr=8.4092e-05) (hash(x)=42740600) +8743 train 3.791168 (lr=8.4054e-05) (hash(x)=40163565) +8744 train 3.864152 (lr=8.4016e-05) (hash(x)=39163304) +8745 train 3.887491 (lr=8.3978e-05) (hash(x)=36990849) +8746 train 3.791890 (lr=8.3941e-05) (hash(x)=38984729) +8747 train 3.731123 (lr=8.3903e-05) (hash(x)=41197400) +8748 train 3.710677 (lr=8.3866e-05) (hash(x)=40075903) +8749 train 3.823270 (lr=8.3828e-05) (hash(x)=39298262) +8750 val loss 3.7470 +8750 val perplexity 42.3943 +8750 hella 0.2962 +8750 train 3.735477 (lr=8.3791e-05) (hash(x)=46144039) +8751 train 3.692909 (lr=8.3753e-05) (hash(x)=37024814) +8752 train 3.725317 (lr=8.3716e-05) (hash(x)=37124594) +8753 train 3.714913 (lr=8.3678e-05) (hash(x)=38583567) +8754 train 3.778804 (lr=8.3641e-05) (hash(x)=38675015) 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(lr=8.2313e-05) (hash(x)=36857687) +8791 train 3.753154 (lr=8.2277e-05) (hash(x)=33573246) +8792 train 3.769018 (lr=8.2241e-05) (hash(x)=35736716) +8793 train 3.732763 (lr=8.2204e-05) (hash(x)=37201641) +8794 train 3.795084 (lr=8.2168e-05) (hash(x)=39084919) +8795 train 3.745854 (lr=8.2132e-05) (hash(x)=36283426) +8796 train 3.711658 (lr=8.2096e-05) (hash(x)=56110699) +8797 train 3.757982 (lr=8.2060e-05) (hash(x)=39704634) +8798 train 3.709286 (lr=8.2023e-05) (hash(x)=39707432) +8799 train 3.770961 (lr=8.1987e-05) (hash(x)=38400003) +8800 train 3.774814 (lr=8.1951e-05) (hash(x)=33831302) +8801 train 3.711934 (lr=8.1915e-05) (hash(x)=43120379) +8802 train 3.732704 (lr=8.1879e-05) (hash(x)=43516041) +8803 train 3.711450 (lr=8.1843e-05) (hash(x)=43250783) +8804 train 3.803672 (lr=8.1807e-05) (hash(x)=32840703) +8805 train 3.705892 (lr=8.1771e-05) (hash(x)=44849759) +8806 train 3.678516 (lr=8.1735e-05) (hash(x)=39518164) +8807 train 3.732351 (lr=8.1699e-05) (hash(x)=41335201) +8808 train 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3.789952 (lr=6.3885e-05) (hash(x)=35179159) +9499 train 3.722969 (lr=6.3870e-05) (hash(x)=38117453) +9500 val loss 3.7334 +9500 val perplexity 41.8224 +9500 hella 0.2966 +9500 train 3.772563 (lr=6.3855e-05) (hash(x)=56707943) +9501 train 3.769031 (lr=6.3839e-05) (hash(x)=44301613) +9502 train 3.754318 (lr=6.3824e-05) (hash(x)=38242023) +9503 train 3.724576 (lr=6.3809e-05) (hash(x)=42642635) +9504 train 3.818568 (lr=6.3793e-05) (hash(x)=39913397) +9505 train 3.691074 (lr=6.3778e-05) (hash(x)=40378503) +9506 train 3.760693 (lr=6.3763e-05) (hash(x)=33648095) +9507 train 3.764241 (lr=6.3748e-05) (hash(x)=39054195) +9508 train 3.783912 (lr=6.3732e-05) (hash(x)=37751564) +9509 train 3.727180 (lr=6.3717e-05) (hash(x)=53792326) +9510 train 3.748726 (lr=6.3702e-05) (hash(x)=41344408) +9511 train 3.748394 (lr=6.3687e-05) (hash(x)=37943051) +9512 train 3.736118 (lr=6.3672e-05) (hash(x)=51214508) +9513 train 3.750905 (lr=6.3657e-05) (hash(x)=41798429) +9514 train 3.734903 (lr=6.3642e-05) (hash(x)=42796699) +9515 train 3.783794 (lr=6.3627e-05) (hash(x)=35321138) +9516 train 3.821654 (lr=6.3612e-05) (hash(x)=40488653) +9517 train 3.806180 (lr=6.3597e-05) (hash(x)=45676195) +9518 train 3.734503 (lr=6.3583e-05) (hash(x)=44989178) +9519 train 3.702336 (lr=6.3568e-05) (hash(x)=48323507) +9520 train 3.717715 (lr=6.3553e-05) (hash(x)=38157824) +9521 train 3.850635 (lr=6.3538e-05) (hash(x)=43330854) +9522 train 3.744442 (lr=6.3524e-05) (hash(x)=34851965) +9523 train 3.785505 (lr=6.3509e-05) (hash(x)=36575731) +9524 train 3.866495 (lr=6.3494e-05) (hash(x)=35421942) +9525 train 3.824822 (lr=6.3480e-05) (hash(x)=41999425) +9526 train 3.783241 (lr=6.3465e-05) (hash(x)=35860217) +9527 train 3.722190 (lr=6.3450e-05) (hash(x)=42528401) +9528 train 3.760989 (lr=6.3436e-05) (hash(x)=41091574) +9529 train 3.807046 (lr=6.3421e-05) (hash(x)=37256546) +9530 train 3.830062 (lr=6.3407e-05) (hash(x)=41212406) +9531 train 3.786040 (lr=6.3392e-05) (hash(x)=36826074) +9532 train 3.825314 (lr=6.3378e-05) (hash(x)=44498338) +9533 train 3.822655 (lr=6.3364e-05) (hash(x)=41055576) +9534 train 3.772701 (lr=6.3349e-05) (hash(x)=42002770) +9535 train 3.758701 (lr=6.3335e-05) (hash(x)=39497225) +9536 train 3.733154 (lr=6.3321e-05) (hash(x)=37688576) +9537 train 3.758132 (lr=6.3306e-05) (hash(x)=41782547) +9538 train 3.749474 (lr=6.3292e-05) (hash(x)=40767783) +9539 train 3.729926 (lr=6.3278e-05) (hash(x)=33968013) +9540 train 3.736868 (lr=6.3264e-05) (hash(x)=40611535) +9541 train 3.746545 (lr=6.3250e-05) (hash(x)=42473918) +9542 train 3.797921 (lr=6.3235e-05) (hash(x)=43515427) +9543 train 3.744025 (lr=6.3221e-05) (hash(x)=45518785) +9544 train 3.743985 (lr=6.3207e-05) (hash(x)=48218335) +9545 train 3.764341 (lr=6.3193e-05) (hash(x)=35671746) +9546 train 3.724374 (lr=6.3179e-05) (hash(x)=39638937) +9547 train 3.746159 (lr=6.3165e-05) (hash(x)=42198603) +9548 train 3.731164 (lr=6.3151e-05) (hash(x)=45724980) +9549 train 3.793523 (lr=6.3137e-05) (hash(x)=42263113) +9550 train 3.783755 (lr=6.3124e-05) (hash(x)=42104484) +9551 train 3.763228 (lr=6.3110e-05) (hash(x)=42229444) +9552 train 3.760377 (lr=6.3096e-05) (hash(x)=36239903) +9553 train 3.768739 (lr=6.3082e-05) (hash(x)=42763715) +9554 train 3.779673 (lr=6.3068e-05) (hash(x)=33808762) +9555 train 3.723925 (lr=6.3055e-05) (hash(x)=37785783) +9556 train 3.741640 (lr=6.3041e-05) (hash(x)=39274589) +9557 train 3.781731 (lr=6.3027e-05) (hash(x)=41367976) +9558 train 3.760346 (lr=6.3014e-05) (hash(x)=37422228) +9559 train 3.745200 (lr=6.3000e-05) (hash(x)=49976931) +9560 train 3.802232 (lr=6.2987e-05) (hash(x)=42083354) +9561 train 3.900033 (lr=6.2973e-05) (hash(x)=37573186) +9562 train 3.825579 (lr=6.2960e-05) (hash(x)=37524849) +9563 train 3.910852 (lr=6.2946e-05) (hash(x)=30872569) +9564 train 3.767007 (lr=6.2933e-05) (hash(x)=32410222) +9565 train 3.793403 (lr=6.2919e-05) (hash(x)=42107359) +9566 train 3.762614 (lr=6.2906e-05) (hash(x)=39880022) +9567 train 3.763049 (lr=6.2892e-05) (hash(x)=39953179) 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(hash(x)=41601267) +9586 train 3.698717 (lr=6.2645e-05) (hash(x)=47210040) +9587 train 3.731560 (lr=6.2632e-05) (hash(x)=37664200) +9588 train 3.745919 (lr=6.2619e-05) (hash(x)=38694549) +9589 train 3.715764 (lr=6.2606e-05) (hash(x)=42828395) +9590 train 3.716398 (lr=6.2594e-05) (hash(x)=39138645) +9591 train 3.773104 (lr=6.2581e-05) (hash(x)=41811722) +9592 train 3.727683 (lr=6.2569e-05) (hash(x)=43183242) +9593 train 3.806044 (lr=6.2556e-05) (hash(x)=40259485) +9594 train 3.827941 (lr=6.2544e-05) (hash(x)=35380905) +9595 train 3.772440 (lr=6.2531e-05) (hash(x)=38930488) +9596 train 3.754558 (lr=6.2519e-05) (hash(x)=38366106) +9597 train 3.750221 (lr=6.2506e-05) (hash(x)=37892754) +9598 train 3.784657 (lr=6.2494e-05) (hash(x)=31422378) +9599 train 3.812374 (lr=6.2481e-05) (hash(x)=40519642) +9600 train 3.815253 (lr=6.2469e-05) (hash(x)=35457917) +9601 train 3.734202 (lr=6.2457e-05) (hash(x)=40280995) +9602 train 3.792194 (lr=6.2444e-05) (hash(x)=35826732) +9603 train 3.734288 (lr=6.2432e-05) (hash(x)=39143515) +9604 train 3.791328 (lr=6.2420e-05) (hash(x)=39554058) +9605 train 3.798143 (lr=6.2408e-05) (hash(x)=36339775) +9606 train 3.781837 (lr=6.2396e-05) (hash(x)=41530741) +9607 train 3.719741 (lr=6.2383e-05) (hash(x)=41060610) +9608 train 3.750658 (lr=6.2371e-05) (hash(x)=35755130) +9609 train 3.761370 (lr=6.2359e-05) (hash(x)=37626954) +9610 train 3.785864 (lr=6.2347e-05) (hash(x)=36028403) +9611 train 3.788677 (lr=6.2335e-05) (hash(x)=39856027) +9612 train 3.766690 (lr=6.2323e-05) (hash(x)=35083895) +9613 train 3.728697 (lr=6.2311e-05) (hash(x)=39270682) +9614 train 3.710185 (lr=6.2299e-05) (hash(x)=35323792) +9615 train 3.683286 (lr=6.2288e-05) (hash(x)=42573441) +9616 train 3.727178 (lr=6.2276e-05) (hash(x)=44052568) +9617 train 3.813174 (lr=6.2264e-05) (hash(x)=41432184) +9618 train 3.746910 (lr=6.2252e-05) (hash(x)=40774638) +9619 train 3.704687 (lr=6.2240e-05) (hash(x)=42170719) +9620 train 3.817908 (lr=6.2229e-05) (hash(x)=40739323) +9621 train 3.754451 (lr=6.2217e-05) (hash(x)=37669142) +9622 train 3.772073 (lr=6.2205e-05) (hash(x)=41597305) +9623 train 3.809085 (lr=6.2194e-05) (hash(x)=42549178) +9624 train 3.803580 (lr=6.2182e-05) (hash(x)=38700084) +9625 train 3.748480 (lr=6.2170e-05) (hash(x)=39893669) +9626 train 3.772557 (lr=6.2159e-05) (hash(x)=39578705) +9627 train 3.809056 (lr=6.2147e-05) (hash(x)=40870473) +9628 train 3.819962 (lr=6.2136e-05) (hash(x)=37775755) +9629 train 3.781509 (lr=6.2124e-05) (hash(x)=40860132) +9630 train 3.722253 (lr=6.2113e-05) (hash(x)=38862882) +9631 train 3.777675 (lr=6.2102e-05) (hash(x)=39012135) +9632 train 3.773642 (lr=6.2090e-05) (hash(x)=41727293) +9633 train 3.816345 (lr=6.2079e-05) (hash(x)=35997828) +9634 train 3.809084 (lr=6.2068e-05) (hash(x)=33411584) +9635 train 3.810783 (lr=6.2056e-05) (hash(x)=38013589) +9636 train 3.774960 (lr=6.2045e-05) (hash(x)=46040931) +9637 train 3.720305 (lr=6.2034e-05) (hash(x)=40096298) +9638 train 3.751460 (lr=6.2023e-05) (hash(x)=43113521) 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(hash(x)=37220490) +9657 train 3.762869 (lr=6.1816e-05) (hash(x)=39249867) +9658 train 3.769361 (lr=6.1806e-05) (hash(x)=35733583) +9659 train 3.756020 (lr=6.1795e-05) (hash(x)=40360042) +9660 train 3.742881 (lr=6.1785e-05) (hash(x)=48146101) +9661 train 3.766133 (lr=6.1774e-05) (hash(x)=37060502) +9662 train 3.740847 (lr=6.1764e-05) (hash(x)=40326752) +9663 train 3.794647 (lr=6.1753e-05) (hash(x)=40432915) +9664 train 3.811009 (lr=6.1743e-05) (hash(x)=45567935) +9665 train 3.743031 (lr=6.1733e-05) (hash(x)=43529661) +9666 train 3.755073 (lr=6.1722e-05) (hash(x)=41723553) +9667 train 3.776514 (lr=6.1712e-05) (hash(x)=42303062) +9668 train 3.872712 (lr=6.1702e-05) (hash(x)=36688744) +9669 train 3.744295 (lr=6.1691e-05) (hash(x)=37546228) +9670 train 3.810623 (lr=6.1681e-05) (hash(x)=46168084) +9671 train 3.752196 (lr=6.1671e-05) (hash(x)=46511793) +9672 train 3.791878 (lr=6.1661e-05) (hash(x)=39704989) +9673 train 3.785954 (lr=6.1651e-05) (hash(x)=38508459) +9674 train 3.846632 (lr=6.1641e-05) (hash(x)=38100692) +9675 train 3.809130 (lr=6.1631e-05) (hash(x)=49382598) +9676 train 3.789672 (lr=6.1621e-05) (hash(x)=38778831) +9677 train 3.809462 (lr=6.1611e-05) (hash(x)=41208421) +9678 train 3.728055 (lr=6.1601e-05) (hash(x)=40600596) +9679 train 3.733210 (lr=6.1591e-05) (hash(x)=44756487) +9680 train 3.755013 (lr=6.1581e-05) (hash(x)=36498264) +9681 train 3.789506 (lr=6.1571e-05) (hash(x)=40128717) +9682 train 3.809477 (lr=6.1561e-05) (hash(x)=39867883) +9683 train 3.781067 (lr=6.1552e-05) (hash(x)=34602753) +9684 train 3.746994 (lr=6.1542e-05) (hash(x)=37263336) +9685 train 3.754672 (lr=6.1532e-05) (hash(x)=39181931) +9686 train 3.778346 (lr=6.1522e-05) (hash(x)=39180468) +9687 train 3.713630 (lr=6.1513e-05) (hash(x)=45676342) +9688 train 3.837126 (lr=6.1503e-05) (hash(x)=34186435) +9689 train 3.797714 (lr=6.1493e-05) (hash(x)=40362722) +9690 train 3.906836 (lr=6.1484e-05) (hash(x)=37659552) +9691 train 3.789991 (lr=6.1474e-05) (hash(x)=40864867) +9692 train 3.676633 (lr=6.1465e-05) (hash(x)=39094131) +9693 train 3.758559 (lr=6.1455e-05) (hash(x)=39317988) +9694 train 3.725615 (lr=6.1446e-05) (hash(x)=42925963) +9695 train 3.748363 (lr=6.1436e-05) (hash(x)=37527819) +9696 train 3.718623 (lr=6.1427e-05) (hash(x)=39831257) +9697 train 3.761662 (lr=6.1418e-05) (hash(x)=39456492) +9698 train 3.793152 (lr=6.1408e-05) (hash(x)=35736738) +9699 train 3.784750 (lr=6.1399e-05) (hash(x)=37314296) +9700 train 3.715916 (lr=6.1390e-05) (hash(x)=40439855) +9701 train 3.771232 (lr=6.1381e-05) (hash(x)=38537192) +9702 train 3.794616 (lr=6.1371e-05) (hash(x)=42545932) +9703 train 3.838107 (lr=6.1362e-05) (hash(x)=42358547) +9704 train 3.772697 (lr=6.1353e-05) (hash(x)=45321664) +9705 train 3.773131 (lr=6.1344e-05) (hash(x)=41990758) +9706 train 3.744235 (lr=6.1335e-05) (hash(x)=40871414) +9707 train 3.751824 (lr=6.1326e-05) (hash(x)=46253678) +9708 train 3.803646 (lr=6.1317e-05) (hash(x)=38117956) +9709 train 3.770284 (lr=6.1308e-05) (hash(x)=43775849) +9710 train 3.755672 (lr=6.1299e-05) (hash(x)=35989715) +9711 train 3.893303 (lr=6.1290e-05) (hash(x)=37319331) +9712 train 3.771291 (lr=6.1281e-05) (hash(x)=37558417) +9713 train 3.756650 (lr=6.1272e-05) (hash(x)=39062591) +9714 train 3.782613 (lr=6.1263e-05) (hash(x)=27244469) +9715 train 3.803521 (lr=6.1254e-05) (hash(x)=32936708) +9716 train 3.839661 (lr=6.1246e-05) (hash(x)=41110814) +9717 train 3.756865 (lr=6.1237e-05) (hash(x)=41931538) +9718 train 3.764891 (lr=6.1228e-05) (hash(x)=38765773) +9719 train 3.802665 (lr=6.1219e-05) (hash(x)=38841881) +9720 train 3.765947 (lr=6.1211e-05) (hash(x)=28584663) +9721 train 3.725017 (lr=6.1202e-05) (hash(x)=39533986) +9722 train 3.800504 (lr=6.1194e-05) (hash(x)=41569214) +9723 train 3.757906 (lr=6.1185e-05) (hash(x)=39007918) +9724 train 3.771048 (lr=6.1176e-05) (hash(x)=37411031) +9725 train 3.733015 (lr=6.1168e-05) (hash(x)=42000080) +9726 train 3.725024 (lr=6.1159e-05) (hash(x)=35328387) +9727 train 3.729893 (lr=6.1151e-05) (hash(x)=41340268) +9728 train 3.695797 (lr=6.1143e-05) (hash(x)=41934876) +9729 train 3.762459 (lr=6.1134e-05) (hash(x)=40151703) +9730 train 3.775778 (lr=6.1126e-05) (hash(x)=40311177) +9731 train 3.766971 (lr=6.1118e-05) (hash(x)=37154884) +9732 train 3.745058 (lr=6.1109e-05) (hash(x)=41653379) +9733 train 3.761286 (lr=6.1101e-05) (hash(x)=40207795) +9734 train 3.761699 (lr=6.1093e-05) (hash(x)=37893389) +9735 train 3.796013 (lr=6.1085e-05) (hash(x)=40317089) +9736 train 3.723138 (lr=6.1076e-05) (hash(x)=37899012) +9737 train 3.726679 (lr=6.1068e-05) (hash(x)=40049932) +9738 train 3.791730 (lr=6.1060e-05) (hash(x)=41152327) +9739 train 3.817847 (lr=6.1052e-05) (hash(x)=37556713) +9740 train 3.854092 (lr=6.1044e-05) (hash(x)=35782016) +9741 train 3.770676 (lr=6.1036e-05) (hash(x)=35140985) +9742 train 3.717927 (lr=6.1028e-05) (hash(x)=38014868) +9743 train 3.734419 (lr=6.1020e-05) (hash(x)=45601217) +9744 train 3.816548 (lr=6.1012e-05) (hash(x)=35283633) +9745 train 3.762706 (lr=6.1004e-05) (hash(x)=39121820) +9746 train 3.744528 (lr=6.0996e-05) (hash(x)=33341688) +9747 train 3.784008 (lr=6.0989e-05) (hash(x)=39687800) +9748 train 3.848942 (lr=6.0981e-05) (hash(x)=38123993) +9749 train 3.759369 (lr=6.0973e-05) (hash(x)=46921668) +9750 val loss 3.7313 +9750 val perplexity 41.7327 +9750 hella 0.2973 +9750 train 3.762384 (lr=6.0965e-05) (hash(x)=43627909) +9751 train 3.721658 (lr=6.0958e-05) (hash(x)=37663843) +9752 train 3.747712 (lr=6.0950e-05) (hash(x)=34836689) +9753 train 3.788953 (lr=6.0942e-05) (hash(x)=39927186) +9754 train 3.769687 (lr=6.0935e-05) (hash(x)=39593004) +9755 train 3.778045 (lr=6.0927e-05) (hash(x)=45673735) +9756 train 3.785479 (lr=6.0920e-05) (hash(x)=41104010) +9757 train 3.778963 (lr=6.0912e-05) (hash(x)=41050014) +9758 train 3.778650 (lr=6.0905e-05) (hash(x)=33270846) +9759 train 3.769711 (lr=6.0897e-05) (hash(x)=34687139) +9760 train 3.768200 (lr=6.0890e-05) (hash(x)=43537200) +9761 train 3.786351 (lr=6.0882e-05) (hash(x)=41531635) +9762 train 3.751777 (lr=6.0875e-05) (hash(x)=37082323) +9763 train 3.797776 (lr=6.0868e-05) (hash(x)=43382076) +9764 train 3.798712 (lr=6.0860e-05) (hash(x)=41047002) +9765 train 3.727655 (lr=6.0853e-05) (hash(x)=39192350) +9766 train 3.819493 (lr=6.0846e-05) (hash(x)=37691702) +9767 train 3.877133 (lr=6.0839e-05) (hash(x)=39906405) +9768 train 3.749277 (lr=6.0831e-05) (hash(x)=37306842) +9769 train 3.803105 (lr=6.0824e-05) (hash(x)=38106536) +9770 train 3.790877 (lr=6.0817e-05) (hash(x)=38032415) +9771 train 3.741857 (lr=6.0810e-05) (hash(x)=36750690) +9772 train 3.756399 (lr=6.0803e-05) (hash(x)=38558396) +9773 train 3.805902 (lr=6.0796e-05) (hash(x)=37676712) +9774 train 3.756772 (lr=6.0789e-05) (hash(x)=39793457) +9775 train 3.701409 (lr=6.0782e-05) (hash(x)=38868040) +9776 train 3.713644 (lr=6.0775e-05) (hash(x)=36904609) +9777 train 3.685549 (lr=6.0768e-05) (hash(x)=46906076) +9778 train 3.663928 (lr=6.0761e-05) (hash(x)=52864307) +9779 train 3.693191 (lr=6.0754e-05) (hash(x)=38792493) +9780 train 3.678195 (lr=6.0748e-05) (hash(x)=43869467) +9781 train 3.706461 (lr=6.0741e-05) (hash(x)=40380951) +9782 train 3.805950 (lr=6.0734e-05) (hash(x)=44366521) +9783 train 3.702075 (lr=6.0727e-05) (hash(x)=42342179) +9784 train 3.837065 (lr=6.0721e-05) (hash(x)=41738513) +9785 train 3.734385 (lr=6.0714e-05) (hash(x)=40407555) +9786 train 3.661968 (lr=6.0707e-05) (hash(x)=40789316) +9787 train 3.778610 (lr=6.0701e-05) (hash(x)=38913391) +9788 train 3.725253 (lr=6.0694e-05) (hash(x)=47036772) +9789 train 3.768124 (lr=6.0688e-05) (hash(x)=26354961) +9790 train 3.782224 (lr=6.0681e-05) (hash(x)=40784104) +9791 train 3.773072 (lr=6.0675e-05) (hash(x)=43435512) +9792 train 3.805240 (lr=6.0668e-05) (hash(x)=42553720) +9793 train 3.765432 (lr=6.0662e-05) (hash(x)=37984547) +9794 train 3.795434 (lr=6.0656e-05) (hash(x)=42927726) +9795 train 3.811135 (lr=6.0649e-05) (hash(x)=42175938) +9796 train 3.759014 (lr=6.0643e-05) (hash(x)=41660050) +9797 train 3.735730 (lr=6.0637e-05) (hash(x)=40258171) +9798 train 3.771075 (lr=6.0630e-05) (hash(x)=38329934) +9799 train 3.794889 (lr=6.0624e-05) (hash(x)=32156995) +9800 train 3.690224 (lr=6.0618e-05) (hash(x)=48507790) +9801 train 3.739216 (lr=6.0612e-05) (hash(x)=37695808) +9802 train 3.749012 (lr=6.0606e-05) (hash(x)=38611601) +9803 train 3.723768 (lr=6.0600e-05) (hash(x)=40437689) +9804 train 3.768582 (lr=6.0594e-05) (hash(x)=43384874) +9805 train 3.743102 (lr=6.0587e-05) (hash(x)=38421638) +9806 train 3.725555 (lr=6.0581e-05) (hash(x)=41890318) +9807 train 3.781228 (lr=6.0575e-05) (hash(x)=44892372) +9808 train 3.729943 (lr=6.0570e-05) (hash(x)=33604327) +9809 train 3.846856 (lr=6.0564e-05) (hash(x)=45069907) +9810 train 3.767560 (lr=6.0558e-05) (hash(x)=38583278) +9811 train 3.779882 (lr=6.0552e-05) (hash(x)=36663739) +9812 train 3.726451 (lr=6.0546e-05) (hash(x)=40644905) +9813 train 3.734370 (lr=6.0540e-05) (hash(x)=36353540) +9814 train 3.786540 (lr=6.0535e-05) (hash(x)=33446948) +9815 train 3.742059 (lr=6.0529e-05) (hash(x)=41412846) +9816 train 3.767509 (lr=6.0523e-05) (hash(x)=41861581) +9817 train 3.671542 (lr=6.0517e-05) (hash(x)=39777306) +9818 train 3.721795 (lr=6.0512e-05) (hash(x)=39035874) +9819 train 3.714743 (lr=6.0506e-05) (hash(x)=37351804) +9820 train 3.715880 (lr=6.0501e-05) (hash(x)=41087228) +9821 train 3.694404 (lr=6.0495e-05) (hash(x)=40832561) +9822 train 3.758497 (lr=6.0490e-05) (hash(x)=38778936) +9823 train 3.754892 (lr=6.0484e-05) (hash(x)=41597361) +9824 train 3.802592 (lr=6.0479e-05) (hash(x)=37884561) +9825 train 3.693566 (lr=6.0473e-05) (hash(x)=41581772) +9826 train 3.783742 (lr=6.0468e-05) (hash(x)=40877354) +9827 train 3.775475 (lr=6.0462e-05) (hash(x)=41625142) +9828 train 3.760739 (lr=6.0457e-05) (hash(x)=39349602) +9829 train 3.744849 (lr=6.0452e-05) (hash(x)=41073420) +9830 train 3.755875 (lr=6.0447e-05) (hash(x)=40927210) +9831 train 3.767886 (lr=6.0441e-05) (hash(x)=41889457) +9832 train 3.787904 (lr=6.0436e-05) (hash(x)=36863749) 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(hash(x)=34904275) +9851 train 3.775226 (lr=6.0343e-05) (hash(x)=45058829) +9852 train 3.756315 (lr=6.0338e-05) (hash(x)=36289706) +9853 train 3.731045 (lr=6.0334e-05) (hash(x)=39255517) +9854 train 3.773890 (lr=6.0329e-05) (hash(x)=40017470) +9855 train 3.693673 (lr=6.0325e-05) (hash(x)=39883882) +9856 train 3.747886 (lr=6.0320e-05) (hash(x)=47098079) +9857 train 3.725396 (lr=6.0316e-05) (hash(x)=44785563) +9858 train 3.782966 (lr=6.0312e-05) (hash(x)=41630703) +9859 train 3.728498 (lr=6.0307e-05) (hash(x)=42265263) +9860 train 3.750709 (lr=6.0303e-05) (hash(x)=42423511) +9861 train 3.745744 (lr=6.0299e-05) (hash(x)=44714452) +9862 train 3.797141 (lr=6.0294e-05) (hash(x)=49394032) +9863 train 3.762364 (lr=6.0290e-05) (hash(x)=41446183) +9864 train 3.760060 (lr=6.0286e-05) (hash(x)=45423241) +9865 train 3.789468 (lr=6.0282e-05) (hash(x)=38575184) +9866 train 3.732877 (lr=6.0277e-05) (hash(x)=40011652) +9867 train 3.733365 (lr=6.0273e-05) (hash(x)=36502424) +9868 train 3.773507 (lr=6.0269e-05) (hash(x)=37277966) +9869 train 3.738578 (lr=6.0265e-05) (hash(x)=42050131) +9870 train 3.744871 (lr=6.0261e-05) (hash(x)=40488046) +9871 train 3.726171 (lr=6.0257e-05) (hash(x)=41628228) +9872 train 3.771185 (lr=6.0253e-05) (hash(x)=38976337) +9873 train 3.766442 (lr=6.0249e-05) (hash(x)=42548965) +9874 train 3.801702 (lr=6.0245e-05) (hash(x)=42149363) +9875 train 3.838009 (lr=6.0241e-05) (hash(x)=36093892) +9876 train 3.786375 (lr=6.0238e-05) (hash(x)=38487793) +9877 train 3.730518 (lr=6.0234e-05) (hash(x)=35406173) +9878 train 3.715368 (lr=6.0230e-05) (hash(x)=42860597) +9879 train 3.755322 (lr=6.0226e-05) (hash(x)=40471517) +9880 train 3.833224 (lr=6.0223e-05) (hash(x)=38208956) +9881 train 3.791435 (lr=6.0219e-05) (hash(x)=37287570) +9882 train 3.746873 (lr=6.0215e-05) (hash(x)=38513031) +9883 train 3.753821 (lr=6.0212e-05) (hash(x)=42048953) +9884 train 3.770372 (lr=6.0208e-05) (hash(x)=37180778) +9885 train 3.704173 (lr=6.0204e-05) (hash(x)=36795978) +9886 train 3.721618 (lr=6.0201e-05) (hash(x)=34755135) +9887 train 3.713556 (lr=6.0197e-05) (hash(x)=36720056) +9888 train 3.738475 (lr=6.0194e-05) (hash(x)=35001697) +9889 train 3.727312 (lr=6.0190e-05) (hash(x)=44216024) +9890 train 3.760752 (lr=6.0187e-05) (hash(x)=35606719) +9891 train 3.741188 (lr=6.0184e-05) (hash(x)=38626374) +9892 train 3.665977 (lr=6.0180e-05) (hash(x)=43128356) +9893 train 3.764059 (lr=6.0177e-05) (hash(x)=33631790) +9894 train 3.757473 (lr=6.0174e-05) (hash(x)=37013026) +9895 train 3.746748 (lr=6.0170e-05) (hash(x)=38279807) +9896 train 3.745462 (lr=6.0167e-05) (hash(x)=54250224) +9897 train 3.789896 (lr=6.0164e-05) (hash(x)=37829360) +9898 train 3.819289 (lr=6.0161e-05) (hash(x)=34562819) +9899 train 3.729783 (lr=6.0158e-05) (hash(x)=38588555) +9900 train 3.768859 (lr=6.0155e-05) (hash(x)=41714010) +9901 train 3.717278 (lr=6.0151e-05) (hash(x)=40847756) +9902 train 3.777026 (lr=6.0148e-05) (hash(x)=42082508) +9903 train 3.729662 (lr=6.0145e-05) (hash(x)=39275125) +9904 train 3.810075 (lr=6.0142e-05) (hash(x)=48358855) +9905 train 3.752642 (lr=6.0139e-05) (hash(x)=40583533) +9906 train 3.747157 (lr=6.0137e-05) (hash(x)=39011594) +9907 train 3.697639 (lr=6.0134e-05) (hash(x)=36824577) +9908 train 3.752158 (lr=6.0131e-05) (hash(x)=34469865) +9909 train 3.762480 (lr=6.0128e-05) (hash(x)=44032280) +9910 train 3.755372 (lr=6.0125e-05) (hash(x)=41368977) +9911 train 3.779753 (lr=6.0122e-05) (hash(x)=38937806) +9912 train 3.766719 (lr=6.0120e-05) (hash(x)=39628376) +9913 train 3.771743 (lr=6.0117e-05) (hash(x)=34947735) +9914 train 3.747481 (lr=6.0114e-05) (hash(x)=39550281) +9915 train 3.776488 (lr=6.0112e-05) (hash(x)=44916647) +9916 train 3.728809 (lr=6.0109e-05) (hash(x)=36634407) +9917 train 3.757543 (lr=6.0106e-05) (hash(x)=40602462) +9918 train 3.746380 (lr=6.0104e-05) (hash(x)=44797558) +9919 train 3.750998 (lr=6.0101e-05) (hash(x)=32683756) +9920 train 3.732506 (lr=6.0099e-05) (hash(x)=40222481) +9921 train 3.739601 (lr=6.0096e-05) (hash(x)=41158201) +9922 train 3.721748 (lr=6.0094e-05) (hash(x)=38804495) +9923 train 3.755896 (lr=6.0092e-05) (hash(x)=39487565) +9924 train 3.746213 (lr=6.0089e-05) (hash(x)=39824017) +9925 train 3.672397 (lr=6.0087e-05) (hash(x)=37587696) +9926 train 3.772068 (lr=6.0085e-05) (hash(x)=39632774) +9927 train 3.773229 (lr=6.0082e-05) (hash(x)=45941633) +9928 train 3.672822 (lr=6.0080e-05) (hash(x)=42335966) +9929 train 3.757229 (lr=6.0078e-05) (hash(x)=47609367) +9930 train 3.791713 (lr=6.0076e-05) (hash(x)=39450223) +9931 train 3.738283 (lr=6.0074e-05) (hash(x)=40414253) +9932 train 3.768853 (lr=6.0071e-05) (hash(x)=38849710) +9933 train 3.765860 (lr=6.0069e-05) (hash(x)=41653220) +9934 train 3.739151 (lr=6.0067e-05) (hash(x)=40169526) +9935 train 3.773679 (lr=6.0065e-05) (hash(x)=44858000) +9936 train 3.751434 (lr=6.0063e-05) (hash(x)=38894878) +9937 train 3.756171 (lr=6.0061e-05) (hash(x)=43613758) +9938 train 3.806551 (lr=6.0059e-05) (hash(x)=47474569) +9939 train 3.720792 (lr=6.0058e-05) (hash(x)=43775495) +9940 train 3.936485 (lr=6.0056e-05) (hash(x)=40715325) +9941 train 3.757218 (lr=6.0054e-05) (hash(x)=39592467) +9942 train 3.755251 (lr=6.0052e-05) (hash(x)=42624187) +9943 train 3.849730 (lr=6.0050e-05) (hash(x)=50975897) +9944 train 3.684678 (lr=6.0048e-05) (hash(x)=37829145) +9945 train 3.836797 (lr=6.0047e-05) (hash(x)=36552249) +9946 train 3.774647 (lr=6.0045e-05) (hash(x)=44288049) +9947 train 3.813618 (lr=6.0043e-05) (hash(x)=37746209) +9948 train 3.811342 (lr=6.0042e-05) (hash(x)=40652438) +9949 train 3.789833 (lr=6.0040e-05) (hash(x)=44620132) +9950 train 3.780322 (lr=6.0039e-05) (hash(x)=45561207) +9951 train 3.771406 (lr=6.0037e-05) (hash(x)=39004659) +9952 train 3.752481 (lr=6.0036e-05) (hash(x)=35113270) +9953 train 3.744027 (lr=6.0034e-05) (hash(x)=36351666) +9954 train 3.746477 (lr=6.0033e-05) (hash(x)=38936350) +9955 train 3.793944 (lr=6.0031e-05) (hash(x)=46201334) +9956 train 3.661276 (lr=6.0030e-05) (hash(x)=43453200) +9957 train 3.681196 (lr=6.0029e-05) (hash(x)=37184899) +9958 train 3.781806 (lr=6.0027e-05) (hash(x)=40527967) +9959 train 3.782510 (lr=6.0026e-05) (hash(x)=39602329) +9960 train 3.726421 (lr=6.0025e-05) (hash(x)=38847498) +9961 train 3.707608 (lr=6.0024e-05) (hash(x)=44106590) +9962 train 3.731055 (lr=6.0022e-05) (hash(x)=41490965) +9963 train 3.737803 (lr=6.0021e-05) (hash(x)=39832265) +9964 train 3.766464 (lr=6.0020e-05) (hash(x)=41997044) +9965 train 3.744389 (lr=6.0019e-05) (hash(x)=40129952) +9966 train 3.797999 (lr=6.0018e-05) (hash(x)=39801305) +9967 train 3.729403 (lr=6.0017e-05) (hash(x)=38914190) +9968 train 3.830878 (lr=6.0016e-05) (hash(x)=37138572) +9969 train 3.779706 (lr=6.0015e-05) (hash(x)=41294566) +9970 train 3.733369 (lr=6.0014e-05) (hash(x)=44762367) +9971 train 3.725494 (lr=6.0013e-05) (hash(x)=41635683) +9972 train 3.771353 (lr=6.0012e-05) (hash(x)=37761743) +9973 train 3.747645 (lr=6.0011e-05) (hash(x)=45386286) +9974 train 3.806767 (lr=6.0010e-05) (hash(x)=42485480) +9975 train 3.738451 (lr=6.0010e-05) (hash(x)=40198349) +9976 train 3.687986 (lr=6.0009e-05) (hash(x)=43807060) +9977 train 3.726275 (lr=6.0008e-05) (hash(x)=39885607) +9978 train 3.772593 (lr=6.0007e-05) (hash(x)=43005593) +9979 train 3.789452 (lr=6.0007e-05) (hash(x)=35687855) +9980 train 3.751057 (lr=6.0006e-05) (hash(x)=36913433) +9981 train 3.834285 (lr=6.0006e-05) (hash(x)=41135209) +9982 train 3.809117 (lr=6.0005e-05) (hash(x)=50145156) +9983 train 3.830010 (lr=6.0004e-05) (hash(x)=38878355) +9984 train 3.813505 (lr=6.0004e-05) (hash(x)=40197635) +9985 train 3.874129 (lr=6.0003e-05) (hash(x)=44139663) +9986 train 3.757716 (lr=6.0003e-05) (hash(x)=38855758) +9987 train 3.790699 (lr=6.0003e-05) (hash(x)=42214173) +9988 train 3.803794 (lr=6.0002e-05) (hash(x)=31913186) +9989 train 3.813706 (lr=6.0002e-05) (hash(x)=38815597) +9990 train 3.765324 (lr=6.0002e-05) (hash(x)=37557401) +9991 train 3.739133 (lr=6.0001e-05) (hash(x)=41046165) +9992 train 3.756233 (lr=6.0001e-05) (hash(x)=43449463) +9993 train 3.739264 (lr=6.0001e-05) (hash(x)=38023800) +9994 train 3.757090 (lr=6.0001e-05) (hash(x)=41871892) +9995 train 3.737753 (lr=6.0000e-05) (hash(x)=40567150) +9996 train 3.682491 (lr=6.0000e-05) (hash(x)=44577568) +9997 train 3.751070 (lr=6.0000e-05) (hash(x)=40080828) +9998 train 3.756575 (lr=6.0000e-05) (hash(x)=39340600) +9999 val loss 3.7301 +9999 val perplexity 41.6851 +9999 hella 0.2949 +9999 train 3.739368 (lr=6.0000e-05) (hash(x)=43843813)