diff --git "a/selective_run_0/log2.txt" "b/selective_run_0/log2.txt" new file mode 100644--- /dev/null +++ "b/selective_run_0/log2.txt" @@ -0,0 +1,6334 @@ +max_steps: 10000 +0 val loss 10.9811 +0 val perplexity 58755.0586 +0 hella 0.2427 +0 train 10.980059 (lr=8.3916e-07) (hash(x)=43020073) +1 train 10.956728 (lr=1.6783e-06) (hash(x)=40186831) +2 train 10.910577 (lr=2.5175e-06) (hash(x)=39532508) +3 train 10.838987 (lr=3.3566e-06) (hash(x)=41549576) +4 train 10.748347 (lr=4.1958e-06) (hash(x)=42489168) +5 train 10.646498 (lr=5.0350e-06) (hash(x)=46587281) +6 train 10.551340 (lr=5.8741e-06) (hash(x)=32862812) +7 train 10.455190 (lr=6.7133e-06) (hash(x)=44311150) +8 train 10.352821 (lr=7.5524e-06) (hash(x)=35238598) +9 train 10.276784 (lr=8.3916e-06) (hash(x)=43586079) +10 train 10.191374 (lr=9.2308e-06) (hash(x)=41060787) +11 train 10.118890 (lr=1.0070e-05) (hash(x)=38459896) +12 train 10.042658 (lr=1.0909e-05) (hash(x)=38321785) +13 train 9.980660 (lr=1.1748e-05) (hash(x)=39715411) +14 train 9.929113 (lr=1.2587e-05) (hash(x)=38525523) +15 train 9.854822 (lr=1.3427e-05) (hash(x)=37147761) +16 train 9.815745 (lr=1.4266e-05) (hash(x)=40218940) +17 train 9.785109 (lr=1.5105e-05) (hash(x)=42920847) +18 train 9.738077 (lr=1.5944e-05) (hash(x)=37172332) +19 train 9.713793 (lr=1.6783e-05) (hash(x)=37548788) +20 train 9.807917 (lr=1.7622e-05) (hash(x)=44236806) +21 train 9.651913 (lr=1.8462e-05) (hash(x)=39609464) +22 train 9.628866 (lr=1.9301e-05) (hash(x)=35826722) +23 train 9.602155 (lr=2.0140e-05) (hash(x)=41810828) +24 train 9.580942 (lr=2.0979e-05) (hash(x)=40768364) +25 train 9.581910 (lr=2.1818e-05) (hash(x)=41944228) +26 train 9.533302 (lr=2.2657e-05) (hash(x)=33074616) +27 train 9.526753 (lr=2.3497e-05) (hash(x)=40328572) +28 train 9.510212 (lr=2.4336e-05) (hash(x)=40526218) +29 train 9.464428 (lr=2.5175e-05) (hash(x)=35046913) +30 train 9.463824 (lr=2.6014e-05) (hash(x)=42067651) +31 train 9.423612 (lr=2.6853e-05) (hash(x)=37718833) +32 train 9.448368 (lr=2.7692e-05) (hash(x)=39086453) +33 train 9.394901 (lr=2.8531e-05) (hash(x)=38170439) +34 train 9.374146 (lr=2.9371e-05) (hash(x)=38416276) +35 train 9.343247 (lr=3.0210e-05) (hash(x)=35910520) +36 train 9.306164 (lr=3.1049e-05) (hash(x)=38294541) +37 train 9.238773 (lr=3.1888e-05) (hash(x)=37970328) +38 train 9.271648 (lr=3.2727e-05) (hash(x)=47798142) +39 train 9.223400 (lr=3.3566e-05) (hash(x)=41448397) +40 train 9.173866 (lr=3.4406e-05) (hash(x)=35998008) +41 train 9.179371 (lr=3.5245e-05) (hash(x)=42854073) +42 train 9.154063 (lr=3.6084e-05) (hash(x)=34023554) +43 train 9.119791 (lr=3.6923e-05) (hash(x)=38224169) +44 train 9.054579 (lr=3.7762e-05) (hash(x)=38541980) +45 train 9.035465 (lr=3.8601e-05) (hash(x)=40244184) +46 train 9.010301 (lr=3.9441e-05) (hash(x)=40982129) +47 train 8.994482 (lr=4.0280e-05) (hash(x)=35613076) +48 train 8.978416 (lr=4.1119e-05) (hash(x)=38365557) +49 train 8.912571 (lr=4.1958e-05) (hash(x)=37670153) +50 train 8.899264 (lr=4.2797e-05) (hash(x)=36490858) +51 train 8.863384 (lr=4.3636e-05) (hash(x)=45293341) +52 train 8.814348 (lr=4.4476e-05) (hash(x)=34608198) +53 train 8.799976 (lr=4.5315e-05) (hash(x)=40589220) +54 train 8.776983 (lr=4.6154e-05) (hash(x)=38360325) +55 train 8.718439 (lr=4.6993e-05) (hash(x)=34408476) +56 train 8.688859 (lr=4.7832e-05) (hash(x)=43105758) +57 train 8.642252 (lr=4.8671e-05) (hash(x)=38633295) +58 train 8.650566 (lr=4.9510e-05) (hash(x)=33040018) +59 train 8.598683 (lr=5.0350e-05) (hash(x)=40295276) +60 train 8.568597 (lr=5.1189e-05) (hash(x)=42039245) +61 train 8.543714 (lr=5.2028e-05) (hash(x)=37378101) +62 train 8.483425 (lr=5.2867e-05) (hash(x)=34922497) +63 train 8.458382 (lr=5.3706e-05) (hash(x)=39383384) +64 train 8.435865 (lr=5.4545e-05) (hash(x)=36886920) +65 train 8.403729 (lr=5.5385e-05) (hash(x)=49245126) +66 train 8.347771 (lr=5.6224e-05) (hash(x)=42143311) +67 train 8.291076 (lr=5.7063e-05) (hash(x)=39206249) +68 train 8.252020 (lr=5.7902e-05) (hash(x)=41447808) +69 train 8.227275 (lr=5.8741e-05) (hash(x)=38878572) +70 train 8.222324 (lr=5.9580e-05) (hash(x)=39456385) +71 train 8.167451 (lr=6.0420e-05) (hash(x)=32280717) +72 train 8.172480 (lr=6.1259e-05) (hash(x)=53645700) +73 train 8.103226 (lr=6.2098e-05) (hash(x)=45237171) +74 train 8.051373 (lr=6.2937e-05) (hash(x)=41353467) +75 train 8.000127 (lr=6.3776e-05) (hash(x)=31760015) +76 train 8.023708 (lr=6.4615e-05) (hash(x)=42936558) +77 train 7.940872 (lr=6.5455e-05) (hash(x)=41149046) +78 train 7.928453 (lr=6.6294e-05) (hash(x)=32504374) +79 train 7.886670 (lr=6.7133e-05) (hash(x)=38761479) +80 train 7.890057 (lr=6.7972e-05) (hash(x)=43169179) +81 train 7.794905 (lr=6.8811e-05) (hash(x)=38883720) +82 train 7.849745 (lr=6.9650e-05) (hash(x)=35264833) +83 train 7.807040 (lr=7.0490e-05) (hash(x)=39647690) +84 train 7.760634 (lr=7.1329e-05) (hash(x)=40459837) +85 train 7.703339 (lr=7.2168e-05) (hash(x)=39563297) +86 train 7.683202 (lr=7.3007e-05) (hash(x)=40575171) +87 train 7.698314 (lr=7.3846e-05) (hash(x)=36619588) +88 train 7.618729 (lr=7.4685e-05) (hash(x)=38554202) +89 train 7.609245 (lr=7.5524e-05) (hash(x)=45358690) +90 train 7.580094 (lr=7.6364e-05) (hash(x)=39849268) +91 train 7.524304 (lr=7.7203e-05) (hash(x)=36526892) +92 train 7.533493 (lr=7.8042e-05) (hash(x)=36573088) +93 train 7.546576 (lr=7.8881e-05) (hash(x)=35127937) +94 train 7.509253 (lr=7.9720e-05) (hash(x)=45519024) +95 train 7.529042 (lr=8.0559e-05) (hash(x)=51017638) +96 train 7.459420 (lr=8.1399e-05) (hash(x)=34429787) +97 train 7.456401 (lr=8.2238e-05) (hash(x)=42195066) +98 train 7.477329 (lr=8.3077e-05) (hash(x)=42577931) +99 train 7.484034 (lr=8.3916e-05) (hash(x)=43640945) +100 train 7.550251 (lr=8.4755e-05) (hash(x)=41025709) +101 train 7.529670 (lr=8.5594e-05) (hash(x)=38842108) +102 train 7.463349 (lr=8.6434e-05) (hash(x)=35807343) +103 train 7.446507 (lr=8.7273e-05) (hash(x)=42509003) +104 train 7.452789 (lr=8.8112e-05) (hash(x)=41423615) +105 train 7.419448 (lr=8.8951e-05) (hash(x)=38110590) +106 train 7.447098 (lr=8.9790e-05) (hash(x)=38546684) +107 train 7.438500 (lr=9.0629e-05) (hash(x)=37463563) +108 train 7.389402 (lr=9.1469e-05) (hash(x)=41539956) +109 train 7.369568 (lr=9.2308e-05) (hash(x)=39833125) +110 train 7.259860 (lr=9.3147e-05) (hash(x)=45219543) +111 train 7.341154 (lr=9.3986e-05) (hash(x)=39065190) +112 train 7.364335 (lr=9.4825e-05) (hash(x)=39365879) +113 train 7.292516 (lr=9.5664e-05) (hash(x)=29131564) +114 train 7.272994 (lr=9.6503e-05) (hash(x)=34823449) +115 train 7.310360 (lr=9.7343e-05) (hash(x)=42726380) +116 train 7.356889 (lr=9.8182e-05) (hash(x)=38025438) +117 train 7.209308 (lr=9.9021e-05) (hash(x)=36425104) +118 train 7.276733 (lr=9.9860e-05) (hash(x)=44404661) +119 train 7.199864 (lr=1.0070e-04) (hash(x)=41354818) +120 train 7.235055 (lr=1.0154e-04) (hash(x)=45081759) +121 train 7.248423 (lr=1.0238e-04) (hash(x)=36999177) +122 train 7.247142 (lr=1.0322e-04) (hash(x)=57249129) +123 train 7.196787 (lr=1.0406e-04) (hash(x)=39674309) +124 train 7.137250 (lr=1.0490e-04) (hash(x)=36976134) +125 train 7.063716 (lr=1.0573e-04) (hash(x)=44680407) +126 train 7.070728 (lr=1.0657e-04) (hash(x)=35696564) +127 train 7.135093 (lr=1.0741e-04) (hash(x)=42574395) +128 train 7.065179 (lr=1.0825e-04) (hash(x)=35377432) +129 train 7.085583 (lr=1.0909e-04) (hash(x)=39701873) +130 train 7.039384 (lr=1.0993e-04) (hash(x)=42333683) +131 train 7.068766 (lr=1.1077e-04) (hash(x)=41846049) +132 train 6.987454 (lr=1.1161e-04) (hash(x)=39764458) +133 train 7.081604 (lr=1.1245e-04) (hash(x)=43962856) +134 train 7.033141 (lr=1.1329e-04) (hash(x)=43204383) +135 train 6.984031 (lr=1.1413e-04) (hash(x)=29887805) +136 train 6.970335 (lr=1.1497e-04) (hash(x)=37745775) +137 train 6.932826 (lr=1.1580e-04) (hash(x)=37616655) +138 train 6.944267 (lr=1.1664e-04) (hash(x)=45318513) +139 train 6.944267 (lr=1.1748e-04) (hash(x)=37452544) +140 train 6.921587 (lr=1.1832e-04) (hash(x)=39375117) +141 train 6.905715 (lr=1.1916e-04) (hash(x)=37963790) +142 train 6.845751 (lr=1.2000e-04) (hash(x)=39774370) +143 train 6.814247 (lr=1.2084e-04) (hash(x)=42069862) +144 train 6.883719 (lr=1.2168e-04) (hash(x)=43741101) +145 train 6.861653 (lr=1.2252e-04) (hash(x)=34632743) +146 train 6.873147 (lr=1.2336e-04) (hash(x)=36867411) +147 train 6.819739 (lr=1.2420e-04) (hash(x)=40659571) +148 train 6.799721 (lr=1.2503e-04) (hash(x)=40091078) +149 train 7.012169 (lr=1.2587e-04) (hash(x)=42164174) +150 train 6.882367 (lr=1.2671e-04) (hash(x)=42858704) +151 train 6.950315 (lr=1.2755e-04) (hash(x)=42918253) +152 train 6.871478 (lr=1.2839e-04) (hash(x)=42546549) +153 train 6.866680 (lr=1.2923e-04) (hash(x)=39924040) +154 train 6.875059 (lr=1.3007e-04) (hash(x)=39853634) +155 train 6.834471 (lr=1.3091e-04) (hash(x)=40219509) +156 train 6.840439 (lr=1.3175e-04) (hash(x)=35699466) +157 train 6.835629 (lr=1.3259e-04) (hash(x)=36534529) +158 train 6.834969 (lr=1.3343e-04) (hash(x)=38735208) +159 train 6.822682 (lr=1.3427e-04) (hash(x)=40311991) +160 train 6.801309 (lr=1.3510e-04) (hash(x)=36811718) +161 train 6.734399 (lr=1.3594e-04) (hash(x)=41062268) +162 train 6.720818 (lr=1.3678e-04) (hash(x)=43953441) +163 train 6.795275 (lr=1.3762e-04) (hash(x)=46903324) +164 train 6.710732 (lr=1.3846e-04) (hash(x)=41728497) +165 train 6.661431 (lr=1.3930e-04) (hash(x)=35813038) +166 train 6.705470 (lr=1.4014e-04) (hash(x)=43527634) +167 train 6.698128 (lr=1.4098e-04) (hash(x)=43572214) +168 train 6.805554 (lr=1.4182e-04) (hash(x)=54470565) +169 train 6.663693 (lr=1.4266e-04) (hash(x)=42902061) +170 train 6.620660 (lr=1.4350e-04) (hash(x)=38992170) +171 train 6.636086 (lr=1.4434e-04) (hash(x)=46898423) +172 train 6.602324 (lr=1.4517e-04) (hash(x)=38308438) +173 train 6.572270 (lr=1.4601e-04) (hash(x)=39718297) +174 train 6.520166 (lr=1.4685e-04) (hash(x)=39620419) +175 train 6.560052 (lr=1.4769e-04) (hash(x)=42107279) +176 train 6.575476 (lr=1.4853e-04) (hash(x)=40724129) +177 train 6.393546 (lr=1.4937e-04) (hash(x)=37426508) +178 train 6.524667 (lr=1.5021e-04) (hash(x)=41111158) +179 train 6.494831 (lr=1.5105e-04) (hash(x)=39516236) +180 train 6.480660 (lr=1.5189e-04) (hash(x)=33589847) +181 train 6.483800 (lr=1.5273e-04) (hash(x)=34785706) +182 train 6.464207 (lr=1.5357e-04) (hash(x)=42025641) +183 train 6.507079 (lr=1.5441e-04) (hash(x)=38045891) +184 train 6.437889 (lr=1.5524e-04) (hash(x)=38925127) +185 train 6.379785 (lr=1.5608e-04) (hash(x)=41127830) +186 train 6.422810 (lr=1.5692e-04) (hash(x)=42691537) +187 train 6.431847 (lr=1.5776e-04) (hash(x)=38490304) +188 train 6.386127 (lr=1.5860e-04) (hash(x)=37223616) +189 train 6.419930 (lr=1.5944e-04) (hash(x)=37554255) +190 train 6.341144 (lr=1.6028e-04) (hash(x)=38932073) +191 train 6.321004 (lr=1.6112e-04) (hash(x)=42501293) +192 train 6.315411 (lr=1.6196e-04) (hash(x)=36097227) +193 train 6.326987 (lr=1.6280e-04) (hash(x)=36458062) +194 train 6.318328 (lr=1.6364e-04) (hash(x)=41912906) +195 train 6.317562 (lr=1.6448e-04) (hash(x)=41163674) +196 train 6.332132 (lr=1.6531e-04) (hash(x)=45775047) +197 train 6.362278 (lr=1.6615e-04) (hash(x)=46812286) +198 train 6.397455 (lr=1.6699e-04) (hash(x)=41240471) +199 train 6.449729 (lr=1.6783e-04) (hash(x)=39806219) +200 train 6.433307 (lr=1.6867e-04) (hash(x)=43076661) +201 train 6.428241 (lr=1.6951e-04) (hash(x)=38597506) +202 train 6.396817 (lr=1.7035e-04) (hash(x)=36420947) +203 train 6.437388 (lr=1.7119e-04) (hash(x)=39892881) +204 train 6.394613 (lr=1.7203e-04) (hash(x)=40575338) +205 train 6.362530 (lr=1.7287e-04) (hash(x)=39211306) +206 train 6.408197 (lr=1.7371e-04) (hash(x)=38317333) +207 train 6.299567 (lr=1.7455e-04) (hash(x)=40286692) +208 train 6.330112 (lr=1.7538e-04) (hash(x)=40748271) +209 train 6.283037 (lr=1.7622e-04) (hash(x)=40540025) +210 train 6.303846 (lr=1.7706e-04) (hash(x)=41158213) +211 train 6.375309 (lr=1.7790e-04) (hash(x)=42951784) +212 train 6.269890 (lr=1.7874e-04) (hash(x)=36354222) +213 train 6.269909 (lr=1.7958e-04) (hash(x)=40215941) +214 train 6.278786 (lr=1.8042e-04) (hash(x)=35173457) +215 train 6.256638 (lr=1.8126e-04) (hash(x)=37668416) +216 train 6.260604 (lr=1.8210e-04) (hash(x)=38048396) +217 train 6.239464 (lr=1.8294e-04) (hash(x)=36706047) +218 train 6.290581 (lr=1.8378e-04) (hash(x)=37494224) +219 train 6.252686 (lr=1.8462e-04) (hash(x)=39523697) +220 train 6.236558 (lr=1.8545e-04) (hash(x)=43419294) +221 train 6.256342 (lr=1.8629e-04) (hash(x)=39606527) +222 train 6.133388 (lr=1.8713e-04) (hash(x)=39259628) +223 train 6.117454 (lr=1.8797e-04) (hash(x)=40554699) +224 train 6.133002 (lr=1.8881e-04) (hash(x)=36903643) +225 train 6.203864 (lr=1.8965e-04) (hash(x)=37428583) +226 train 6.167819 (lr=1.9049e-04) (hash(x)=44921380) +227 train 6.205198 (lr=1.9133e-04) (hash(x)=42590754) +228 train 6.184020 (lr=1.9217e-04) (hash(x)=35156538) +229 train 6.185222 (lr=1.9301e-04) (hash(x)=43254265) +230 train 6.124290 (lr=1.9385e-04) (hash(x)=36703563) +231 train 6.113679 (lr=1.9469e-04) (hash(x)=37656297) +232 train 6.125437 (lr=1.9552e-04) (hash(x)=43561076) +233 train 6.080385 (lr=1.9636e-04) (hash(x)=40059009) +234 train 6.083525 (lr=1.9720e-04) (hash(x)=37021437) +235 train 6.013041 (lr=1.9804e-04) (hash(x)=41032031) +236 train 6.039517 (lr=1.9888e-04) (hash(x)=43185920) +237 train 6.053148 (lr=1.9972e-04) (hash(x)=39010648) +238 train 5.990508 (lr=2.0056e-04) (hash(x)=38543417) +239 train 6.027780 (lr=2.0140e-04) (hash(x)=40555532) +240 train 5.997248 (lr=2.0224e-04) (hash(x)=41111373) +241 train 5.962433 (lr=2.0308e-04) (hash(x)=33742461) +242 train 6.051794 (lr=2.0392e-04) (hash(x)=37515339) +243 train 6.006428 (lr=2.0476e-04) (hash(x)=40804377) +244 train 5.993821 (lr=2.0559e-04) (hash(x)=36992345) +245 train 5.989481 (lr=2.0643e-04) (hash(x)=43511680) +246 train 5.957382 (lr=2.0727e-04) (hash(x)=42924417) +247 train 6.025674 (lr=2.0811e-04) (hash(x)=44025028) +248 train 6.140804 (lr=2.0895e-04) (hash(x)=38242725) +249 train 6.124947 (lr=2.0979e-04) (hash(x)=38934557) +250 val loss 6.0686 +250 val perplexity 432.0573 +250 hella 0.2418 +250 train 6.098387 (lr=2.1063e-04) (hash(x)=40509581) +251 train 6.142181 (lr=2.1147e-04) (hash(x)=45490257) +252 train 6.121384 (lr=2.1231e-04) (hash(x)=43346826) +253 train 6.122981 (lr=2.1315e-04) (hash(x)=36955485) +254 train 6.042017 (lr=2.1399e-04) (hash(x)=38436940) +255 train 6.080076 (lr=2.1483e-04) (hash(x)=36471539) +256 train 6.075347 (lr=2.1566e-04) (hash(x)=36796014) +257 train 6.051974 (lr=2.1650e-04) (hash(x)=44070321) +258 train 6.084292 (lr=2.1734e-04) (hash(x)=40130987) +259 train 6.050303 (lr=2.1818e-04) (hash(x)=46063837) +260 train 6.009146 (lr=2.1902e-04) (hash(x)=42475500) +261 train 5.924172 (lr=2.1986e-04) (hash(x)=37700874) +262 train 5.974301 (lr=2.2070e-04) (hash(x)=37006772) +263 train 6.042734 (lr=2.2154e-04) (hash(x)=37947489) +264 train 5.982754 (lr=2.2238e-04) (hash(x)=40918121) +265 train 5.949763 (lr=2.2322e-04) (hash(x)=38681611) +266 train 6.000335 (lr=2.2406e-04) (hash(x)=35671352) +267 train 5.955254 (lr=2.2490e-04) (hash(x)=41194640) +268 train 5.930079 (lr=2.2573e-04) (hash(x)=46862409) +269 train 6.024036 (lr=2.2657e-04) (hash(x)=49107445) +270 train 5.932496 (lr=2.2741e-04) (hash(x)=39406893) +271 train 5.959733 (lr=2.2825e-04) (hash(x)=44627432) +272 train 5.859121 (lr=2.2909e-04) (hash(x)=39413705) +273 train 5.907177 (lr=2.2993e-04) (hash(x)=53432804) +274 train 5.863917 (lr=2.3077e-04) (hash(x)=42262227) +275 train 5.858266 (lr=2.3161e-04) (hash(x)=41605824) +276 train 5.903489 (lr=2.3245e-04) (hash(x)=40581674) +277 train 5.799573 (lr=2.3329e-04) (hash(x)=40595276) +278 train 5.861035 (lr=2.3413e-04) (hash(x)=37509550) +279 train 5.821816 (lr=2.3497e-04) (hash(x)=31917348) +280 train 5.814629 (lr=2.3580e-04) (hash(x)=39926323) +281 train 5.815887 (lr=2.3664e-04) (hash(x)=40545864) +282 train 5.849229 (lr=2.3748e-04) (hash(x)=44789089) +283 train 5.832656 (lr=2.3832e-04) (hash(x)=40561808) +284 train 5.850052 (lr=2.3916e-04) (hash(x)=38885507) +285 train 5.762636 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(lr=4.0615e-04) (hash(x)=35606084) +484 train 4.885494 (lr=4.0699e-04) (hash(x)=37382482) +485 train 4.871591 (lr=4.0783e-04) (hash(x)=34386085) +486 train 4.888157 (lr=4.0867e-04) (hash(x)=44123539) +487 train 4.907211 (lr=4.0951e-04) (hash(x)=40233049) +488 train 4.893628 (lr=4.1035e-04) (hash(x)=40603378) +489 train 4.904938 (lr=4.1119e-04) (hash(x)=39801396) +490 train 4.864701 (lr=4.1203e-04) (hash(x)=39970953) +491 train 4.850343 (lr=4.1287e-04) (hash(x)=37864273) +492 train 4.800251 (lr=4.1371e-04) (hash(x)=37679973) +493 train 4.784769 (lr=4.1455e-04) (hash(x)=37759612) +494 train 4.901858 (lr=4.1538e-04) (hash(x)=40204529) +495 train 4.981820 (lr=4.1622e-04) (hash(x)=49248168) +496 train 4.987090 (lr=4.1706e-04) (hash(x)=40629508) +497 train 5.075951 (lr=4.1790e-04) (hash(x)=38240524) +498 train 4.977821 (lr=4.1874e-04) (hash(x)=35792486) +499 train 5.013838 (lr=4.1958e-04) (hash(x)=36218651) +500 val loss 4.9593 +500 val perplexity 142.4975 +500 hella 0.2410 +500 train 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3.930088 (lr=5.9716e-04) (hash(x)=41392398) +1145 train 3.948821 (lr=5.9715e-04) (hash(x)=40175851) +1146 train 3.889357 (lr=5.9713e-04) (hash(x)=50989624) +1147 train 3.889300 (lr=5.9712e-04) (hash(x)=44335596) +1148 train 3.876705 (lr=5.9711e-04) (hash(x)=43357717) +1149 train 3.899706 (lr=5.9709e-04) (hash(x)=40225968) +1150 train 3.927359 (lr=5.9708e-04) (hash(x)=39480502) +1151 train 3.909180 (lr=5.9707e-04) (hash(x)=43501611) +1152 train 3.896155 (lr=5.9705e-04) (hash(x)=38877536) +1153 train 3.934468 (lr=5.9704e-04) (hash(x)=40258517) +1154 train 3.886777 (lr=5.9703e-04) (hash(x)=38501020) +1155 train 3.860766 (lr=5.9701e-04) (hash(x)=40671610) +1156 train 3.872101 (lr=5.9700e-04) (hash(x)=42954158) +1157 train 3.880620 (lr=5.9699e-04) (hash(x)=37831786) +1158 train 3.893608 (lr=5.9697e-04) (hash(x)=34722353) +1159 train 3.935523 (lr=5.9696e-04) (hash(x)=38032434) +1160 train 3.903732 (lr=5.9695e-04) (hash(x)=39387041) +1161 train 3.864156 (lr=5.9693e-04) (hash(x)=29690730) 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(hash(x)=38608749) +1180 train 3.816726 (lr=5.9667e-04) (hash(x)=39242835) +1181 train 3.809227 (lr=5.9665e-04) (hash(x)=44752671) +1182 train 3.709346 (lr=5.9664e-04) (hash(x)=47303454) +1183 train 3.728344 (lr=5.9662e-04) (hash(x)=43516490) +1184 train 3.762765 (lr=5.9661e-04) (hash(x)=41627884) +1185 train 3.820951 (lr=5.9659e-04) (hash(x)=30612771) +1186 train 3.892951 (lr=5.9658e-04) (hash(x)=42101213) +1187 train 3.827161 (lr=5.9656e-04) (hash(x)=44531636) +1188 train 3.846741 (lr=5.9655e-04) (hash(x)=40827448) +1189 train 3.879463 (lr=5.9654e-04) (hash(x)=38583036) +1190 train 3.840596 (lr=5.9652e-04) (hash(x)=39961561) +1191 train 3.850829 (lr=5.9651e-04) (hash(x)=43771512) +1192 train 3.810275 (lr=5.9649e-04) (hash(x)=44840633) +1193 train 3.805948 (lr=5.9648e-04) (hash(x)=41330674) +1194 train 3.788578 (lr=5.9646e-04) (hash(x)=43853336) +1195 train 3.878417 (lr=5.9645e-04) (hash(x)=43413678) +1196 train 3.874361 (lr=5.9643e-04) (hash(x)=35897696) +1197 train 3.884100 (lr=5.9642e-04) (hash(x)=35803827) +1198 train 3.878096 (lr=5.9640e-04) (hash(x)=38506171) +1199 train 3.873149 (lr=5.9639e-04) (hash(x)=41032048) +1200 train 3.828124 (lr=5.9637e-04) (hash(x)=39673255) +1201 train 3.855243 (lr=5.9636e-04) (hash(x)=38949998) +1202 train 3.830421 (lr=5.9634e-04) (hash(x)=34039234) +1203 train 3.838962 (lr=5.9633e-04) (hash(x)=36352947) +1204 train 3.841042 (lr=5.9631e-04) (hash(x)=39341450) +1205 train 3.902908 (lr=5.9630e-04) (hash(x)=41315733) +1206 train 3.874167 (lr=5.9628e-04) (hash(x)=44082322) +1207 train 3.837559 (lr=5.9627e-04) (hash(x)=37810217) +1208 train 3.873489 (lr=5.9625e-04) (hash(x)=31929039) +1209 train 3.880356 (lr=5.9624e-04) (hash(x)=40231088) +1210 train 3.818552 (lr=5.9622e-04) (hash(x)=40828303) +1211 train 3.786929 (lr=5.9621e-04) (hash(x)=37709740) +1212 train 3.816381 (lr=5.9619e-04) (hash(x)=39361746) +1213 train 3.823144 (lr=5.9618e-04) (hash(x)=42169338) +1214 train 3.865102 (lr=5.9616e-04) (hash(x)=38569143) +1215 train 3.798724 (lr=5.9615e-04) (hash(x)=45111221) +1216 train 3.886960 (lr=5.9613e-04) (hash(x)=35627803) +1217 train 3.824855 (lr=5.9611e-04) (hash(x)=43498821) +1218 train 3.825833 (lr=5.9610e-04) (hash(x)=37041085) +1219 train 3.810256 (lr=5.9608e-04) (hash(x)=38421819) +1220 train 3.787881 (lr=5.9607e-04) (hash(x)=42146512) +1221 train 3.819340 (lr=5.9605e-04) (hash(x)=37034102) +1222 train 3.744243 (lr=5.9604e-04) (hash(x)=42267544) +1223 train 3.655495 (lr=5.9602e-04) (hash(x)=40562379) +1224 train 3.724439 (lr=5.9601e-04) (hash(x)=41408519) +1225 train 3.697927 (lr=5.9599e-04) (hash(x)=42677430) +1226 train 3.682563 (lr=5.9597e-04) (hash(x)=37408762) +1227 train 3.681577 (lr=5.9596e-04) (hash(x)=37963940) +1228 train 3.710861 (lr=5.9594e-04) (hash(x)=33565298) +1229 train 3.669807 (lr=5.9593e-04) (hash(x)=45780156) +1230 train 3.696728 (lr=5.9591e-04) (hash(x)=38522448) +1231 train 3.698335 (lr=5.9590e-04) (hash(x)=38172935) +1232 train 3.660744 (lr=5.9588e-04) (hash(x)=41914922) 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3.676045 (lr=5.9058e-04) (hash(x)=41311128) +1499 train 3.717150 (lr=5.9056e-04) (hash(x)=43459067) +1500 val loss 3.6830 +1500 val perplexity 39.7642 +1500 hella 0.2592 +1500 train 3.736495 (lr=5.9053e-04) (hash(x)=39263499) +1501 train 3.688483 (lr=5.9051e-04) (hash(x)=42633499) +1502 train 3.698380 (lr=5.9048e-04) (hash(x)=39779952) +1503 train 3.699540 (lr=5.9046e-04) (hash(x)=36768765) +1504 train 3.751031 (lr=5.9044e-04) (hash(x)=50193363) +1505 train 3.653162 (lr=5.9041e-04) (hash(x)=43378987) +1506 train 3.668737 (lr=5.9039e-04) (hash(x)=37858457) +1507 train 3.677173 (lr=5.9036e-04) (hash(x)=42917661) +1508 train 3.703360 (lr=5.9034e-04) (hash(x)=41808555) +1509 train 3.742977 (lr=5.9032e-04) (hash(x)=39926870) +1510 train 3.684792 (lr=5.9029e-04) (hash(x)=38635245) +1511 train 3.701611 (lr=5.9027e-04) (hash(x)=39528227) +1512 train 3.664294 (lr=5.9024e-04) (hash(x)=39813832) +1513 train 3.657883 (lr=5.9022e-04) (hash(x)=40259645) +1514 train 3.604679 (lr=5.9019e-04) 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3.511688 (lr=5.5291e-04) (hash(x)=41721689) +2488 train 3.593083 (lr=5.5286e-04) (hash(x)=41597199) +2489 train 3.682074 (lr=5.5280e-04) (hash(x)=44147823) +2490 train 3.560550 (lr=5.5275e-04) (hash(x)=43403064) +2491 train 3.532673 (lr=5.5270e-04) (hash(x)=40688817) +2492 train 3.510633 (lr=5.5265e-04) (hash(x)=35059711) +2493 train 3.464452 (lr=5.5260e-04) (hash(x)=48874113) +2494 train 3.454330 (lr=5.5255e-04) (hash(x)=36903846) +2495 train 3.627353 (lr=5.5249e-04) (hash(x)=36823237) +2496 train 3.516459 (lr=5.5244e-04) (hash(x)=39364004) +2497 train 3.465374 (lr=5.5239e-04) (hash(x)=38390341) +2498 train 3.484603 (lr=5.5234e-04) (hash(x)=34170426) +2499 train 3.498263 (lr=5.5229e-04) (hash(x)=40144484) +2500 val loss 3.4723 +2500 val perplexity 32.2118 +2500 hella 0.2721 +2500 train 3.481984 (lr=5.5224e-04) (hash(x)=41443712) +2501 train 3.517765 (lr=5.5218e-04) (hash(x)=40465123) +2502 train 3.503880 (lr=5.5213e-04) (hash(x)=42914165) +2503 train 3.461257 (lr=5.5208e-04) 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3.182553 (lr=4.9051e-04) (hash(x)=29160764) +3477 train 3.166523 (lr=4.9043e-04) (hash(x)=43104402) +3478 train 3.163965 (lr=4.9036e-04) (hash(x)=35241910) +3479 train 3.210632 (lr=4.9029e-04) (hash(x)=37453034) +3480 train 3.168621 (lr=4.9021e-04) (hash(x)=41369758) +3481 train 3.148848 (lr=4.9014e-04) (hash(x)=36413566) +3482 train 3.167396 (lr=4.9007e-04) (hash(x)=41630702) +3483 train 3.140547 (lr=4.8999e-04) (hash(x)=38030739) +3484 train 3.388044 (lr=4.8992e-04) (hash(x)=40468805) +3485 train 3.360582 (lr=4.8985e-04) (hash(x)=32096454) +3486 train 3.418979 (lr=4.8977e-04) (hash(x)=42395395) +3487 train 3.343876 (lr=4.8970e-04) (hash(x)=41369570) +3488 train 3.357363 (lr=4.8962e-04) (hash(x)=44651808) +3489 train 3.457311 (lr=4.8955e-04) (hash(x)=39613349) +3490 train 3.451111 (lr=4.8948e-04) (hash(x)=43453826) +3491 train 3.420536 (lr=4.8940e-04) (hash(x)=38715806) +3492 train 3.342349 (lr=4.8933e-04) (hash(x)=35150684) +3493 train 3.362391 (lr=4.8926e-04) (hash(x)=40935557) 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(lr=4.7182e-04) (hash(x)=40610627) +3724 train 3.166010 (lr=4.7175e-04) (hash(x)=42801981) +3725 train 3.158040 (lr=4.7167e-04) (hash(x)=39380995) +3726 train 3.199660 (lr=4.7159e-04) (hash(x)=32085687) +3727 train 3.138405 (lr=4.7151e-04) (hash(x)=35324711) +3728 train 3.145410 (lr=4.7143e-04) (hash(x)=35904480) +3729 train 3.152487 (lr=4.7136e-04) (hash(x)=46097697) +3730 train 3.152275 (lr=4.7128e-04) (hash(x)=42572468) +3731 train 3.171786 (lr=4.7120e-04) (hash(x)=38154261) +3732 train 3.251692 (lr=4.7112e-04) (hash(x)=42130076) +3733 train 3.480099 (lr=4.7105e-04) (hash(x)=41616609) +3734 train 3.353662 (lr=4.7097e-04) (hash(x)=40790285) +3735 train 3.448102 (lr=4.7089e-04) (hash(x)=40339288) +3736 train 3.352280 (lr=4.7081e-04) (hash(x)=38667880) +3737 train 3.359690 (lr=4.7073e-04) (hash(x)=38932298) +3738 train 3.388850 (lr=4.7066e-04) (hash(x)=42050067) +3739 train 3.371449 (lr=4.7058e-04) (hash(x)=42194711) +3740 train 3.392241 (lr=4.7050e-04) (hash(x)=43870713) +3741 train 3.355997 (lr=4.7042e-04) (hash(x)=42285563) +3742 train 3.362951 (lr=4.7034e-04) (hash(x)=38901558) +3743 train 3.414467 (lr=4.7027e-04) (hash(x)=42611207) +3744 train 3.421516 (lr=4.7019e-04) (hash(x)=36633170) +3745 train 3.324238 (lr=4.7011e-04) (hash(x)=45560088) +3746 train 3.361615 (lr=4.7003e-04) (hash(x)=39798403) +3747 train 3.303947 (lr=4.6995e-04) (hash(x)=37709593) +3748 train 3.351649 (lr=4.6988e-04) (hash(x)=41564810) +3749 train 3.399869 (lr=4.6980e-04) (hash(x)=37040029) +3750 val loss 3.3412 +3750 val perplexity 28.2524 +3750 hella 0.2792 +3750 train 3.374222 (lr=4.6972e-04) (hash(x)=41270434) +3751 train 3.359038 (lr=4.6964e-04) (hash(x)=41428525) +3752 train 3.350828 (lr=4.6956e-04) (hash(x)=41743586) +3753 train 3.288033 (lr=4.6948e-04) (hash(x)=40172989) +3754 train 3.298978 (lr=4.6941e-04) (hash(x)=41384105) +3755 train 3.299597 (lr=4.6933e-04) (hash(x)=35193032) +3756 train 3.394562 (lr=4.6925e-04) (hash(x)=37309424) +3757 train 3.341285 (lr=4.6917e-04) 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(lr=4.5068e-04) (hash(x)=37541456) +3989 train 3.406975 (lr=4.5060e-04) (hash(x)=42452694) +3990 train 3.399086 (lr=4.5052e-04) (hash(x)=41042984) +3991 train 3.326948 (lr=4.5044e-04) (hash(x)=39907769) +3992 train 3.391899 (lr=4.5035e-04) (hash(x)=44101183) +3993 train 3.295610 (lr=4.5027e-04) (hash(x)=41632113) +3994 train 3.370803 (lr=4.5019e-04) (hash(x)=37610420) +3995 train 3.324948 (lr=4.5011e-04) (hash(x)=57425013) +3996 train 3.337645 (lr=4.5003e-04) (hash(x)=39483465) +3997 train 3.320394 (lr=4.4995e-04) (hash(x)=42348186) +3998 train 3.283953 (lr=4.4986e-04) (hash(x)=29319881) +3999 train 3.326435 (lr=4.4978e-04) (hash(x)=38933413) +4000 val loss 3.3229 +4000 val perplexity 27.7407 +4000 hella 0.2776 +4000 train 3.315567 (lr=4.4970e-04) (hash(x)=42098266) +4001 train 3.364675 (lr=4.4962e-04) (hash(x)=37541365) +4002 train 3.300240 (lr=4.4954e-04) (hash(x)=38681691) +4003 train 3.333553 (lr=4.4945e-04) (hash(x)=41728015) +4004 train 3.365781 (lr=4.4937e-04) (hash(x)=38639972) 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3.171718 (lr=4.3903e-04) (hash(x)=30972403) +4130 train 3.066859 (lr=4.3894e-04) (hash(x)=34637436) +4131 train 3.314443 (lr=4.3886e-04) (hash(x)=45071960) +4132 train 3.304637 (lr=4.3877e-04) (hash(x)=38707908) +4133 train 3.354519 (lr=4.3869e-04) (hash(x)=45639401) +4134 train 3.373395 (lr=4.3861e-04) (hash(x)=43941148) +4135 train 3.238307 (lr=4.3852e-04) (hash(x)=41843977) +4136 train 3.335403 (lr=4.3844e-04) (hash(x)=42674618) +4137 train 3.369067 (lr=4.3836e-04) (hash(x)=39117413) +4138 train 3.328261 (lr=4.3827e-04) (hash(x)=42208502) +4139 train 3.297873 (lr=4.3819e-04) (hash(x)=46557209) +4140 train 3.311514 (lr=4.3811e-04) (hash(x)=38628351) +4141 train 3.358274 (lr=4.3802e-04) (hash(x)=47472916) +4142 train 3.368045 (lr=4.3794e-04) (hash(x)=45508023) +4143 train 3.288540 (lr=4.3785e-04) (hash(x)=41336169) +4144 train 3.300404 (lr=4.3777e-04) (hash(x)=35600942) +4145 train 3.369065 (lr=4.3769e-04) (hash(x)=32707702) +4146 train 3.338620 (lr=4.3760e-04) (hash(x)=41067040) 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3.289482 (lr=4.3306e-04) (hash(x)=43715655) +4201 train 3.318135 (lr=4.3298e-04) (hash(x)=41721096) +4202 train 3.358493 (lr=4.3289e-04) (hash(x)=40195756) +4203 train 3.351349 (lr=4.3281e-04) (hash(x)=38485870) +4204 train 3.364102 (lr=4.3272e-04) (hash(x)=37548275) +4205 train 3.280555 (lr=4.3264e-04) (hash(x)=43393113) +4206 train 3.319292 (lr=4.3255e-04) (hash(x)=47158395) +4207 train 3.272504 (lr=4.3247e-04) (hash(x)=38862097) +4208 train 3.265009 (lr=4.3238e-04) (hash(x)=40111564) +4209 train 3.280197 (lr=4.3230e-04) (hash(x)=44736144) +4210 train 3.262890 (lr=4.3222e-04) (hash(x)=39935014) +4211 train 3.286493 (lr=4.3213e-04) (hash(x)=43704494) +4212 train 3.309069 (lr=4.3205e-04) (hash(x)=36684827) +4213 train 3.269732 (lr=4.3196e-04) (hash(x)=38465659) +4214 train 3.307727 (lr=4.3188e-04) (hash(x)=43723151) +4215 train 3.331849 (lr=4.3179e-04) (hash(x)=48468311) +4216 train 3.283461 (lr=4.3171e-04) (hash(x)=42273925) +4217 train 3.316390 (lr=4.3162e-04) (hash(x)=34090200) 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(lr=4.1187e-04) (hash(x)=43584058) +4448 train 3.314511 (lr=4.1178e-04) (hash(x)=44606753) +4449 train 3.325536 (lr=4.1170e-04) (hash(x)=38421500) +4450 train 3.245013 (lr=4.1161e-04) (hash(x)=44529146) +4451 train 3.261374 (lr=4.1152e-04) (hash(x)=40254612) +4452 train 3.274191 (lr=4.1143e-04) (hash(x)=46478580) +4453 train 3.255571 (lr=4.1135e-04) (hash(x)=56877961) +4454 train 3.285199 (lr=4.1126e-04) (hash(x)=40284347) +4455 train 3.310232 (lr=4.1117e-04) (hash(x)=44217009) +4456 train 3.284503 (lr=4.1109e-04) (hash(x)=40004843) +4457 train 3.306320 (lr=4.1100e-04) (hash(x)=36898469) +4458 train 3.373204 (lr=4.1091e-04) (hash(x)=33281496) +4459 train 3.297825 (lr=4.1082e-04) (hash(x)=43014438) +4460 train 3.261828 (lr=4.1074e-04) (hash(x)=40216522) +4461 train 3.253283 (lr=4.1065e-04) (hash(x)=37193930) +4462 train 3.224401 (lr=4.1056e-04) (hash(x)=38363139) +4463 train 3.227353 (lr=4.1048e-04) (hash(x)=31194899) +4464 train 3.272957 (lr=4.1039e-04) (hash(x)=37645291) +4465 train 3.270454 (lr=4.1030e-04) (hash(x)=37088332) +4466 train 3.273355 (lr=4.1021e-04) (hash(x)=38623122) +4467 train 3.275032 (lr=4.1013e-04) (hash(x)=41397980) +4468 train 3.192613 (lr=4.1004e-04) (hash(x)=38584107) +4469 train 3.073827 (lr=4.0995e-04) (hash(x)=37237816) +4470 train 3.127729 (lr=4.0986e-04) (hash(x)=39770674) +4471 train 3.182374 (lr=4.0978e-04) (hash(x)=41095829) +4472 train 3.112165 (lr=4.0969e-04) (hash(x)=41309219) +4473 train 3.090270 (lr=4.0960e-04) (hash(x)=36229575) +4474 train 3.143173 (lr=4.0952e-04) (hash(x)=41550836) +4475 train 3.118627 (lr=4.0943e-04) (hash(x)=37109115) +4476 train 3.135191 (lr=4.0934e-04) (hash(x)=39495022) +4477 train 3.054541 (lr=4.0925e-04) (hash(x)=41720394) +4478 train 3.167075 (lr=4.0917e-04) (hash(x)=34044222) +4479 train 3.091151 (lr=4.0908e-04) (hash(x)=40251914) +4480 train 3.054228 (lr=4.0899e-04) (hash(x)=38337888) +4481 train 3.370972 (lr=4.0890e-04) (hash(x)=39303283) +4482 train 3.412974 (lr=4.0882e-04) (hash(x)=45014091) +4483 train 3.355165 (lr=4.0873e-04) (hash(x)=35443240) +4484 train 3.410635 (lr=4.0864e-04) (hash(x)=41199982) +4485 train 3.309953 (lr=4.0855e-04) (hash(x)=38138820) +4486 train 3.280179 (lr=4.0847e-04) (hash(x)=40507552) +4487 train 3.330912 (lr=4.0838e-04) (hash(x)=43455551) +4488 train 3.329697 (lr=4.0829e-04) (hash(x)=40646540) +4489 train 3.359543 (lr=4.0820e-04) (hash(x)=36020748) +4490 train 3.359462 (lr=4.0812e-04) (hash(x)=41030753) +4491 train 3.338726 (lr=4.0803e-04) (hash(x)=40438984) +4492 train 3.414174 (lr=4.0794e-04) (hash(x)=45928930) +4493 train 3.339892 (lr=4.0785e-04) (hash(x)=38547096) +4494 train 3.327171 (lr=4.0777e-04) (hash(x)=37785532) +4495 train 3.274185 (lr=4.0768e-04) (hash(x)=34851777) +4496 train 3.271773 (lr=4.0759e-04) (hash(x)=49909710) +4497 train 3.259053 (lr=4.0750e-04) (hash(x)=42897034) +4498 train 3.253026 (lr=4.0742e-04) (hash(x)=32566453) +4499 train 3.244247 (lr=4.0733e-04) (hash(x)=36527661) +4500 val loss 3.2892 +4500 val perplexity 26.8219 +4500 hella 0.2805 +4500 train 3.239820 (lr=4.0724e-04) (hash(x)=53625672) +4501 train 3.276929 (lr=4.0715e-04) (hash(x)=39505699) +4502 train 3.318476 (lr=4.0707e-04) (hash(x)=36765476) +4503 train 3.332931 (lr=4.0698e-04) (hash(x)=42501282) +4504 train 3.280622 (lr=4.0689e-04) (hash(x)=38428715) +4505 train 3.372573 (lr=4.0680e-04) (hash(x)=38785020) +4506 train 3.256302 (lr=4.0672e-04) (hash(x)=41427016) +4507 train 3.259982 (lr=4.0663e-04) (hash(x)=45962763) +4508 train 3.280610 (lr=4.0654e-04) (hash(x)=39427418) +4509 train 3.307767 (lr=4.0645e-04) (hash(x)=37343401) +4510 train 3.294829 (lr=4.0637e-04) (hash(x)=36735559) +4511 train 3.307612 (lr=4.0628e-04) (hash(x)=30925973) +4512 train 3.240687 (lr=4.0619e-04) (hash(x)=36426880) +4513 train 3.251055 (lr=4.0610e-04) (hash(x)=40031707) +4514 train 3.281695 (lr=4.0602e-04) (hash(x)=38487572) +4515 train 3.338180 (lr=4.0593e-04) (hash(x)=42817522) +4516 train 3.279308 (lr=4.0584e-04) (hash(x)=39561297) +4517 train 3.280446 (lr=4.0575e-04) (hash(x)=43269180) +4518 train 3.158888 (lr=4.0567e-04) (hash(x)=44769742) +4519 train 3.116147 (lr=4.0558e-04) (hash(x)=45451254) +4520 train 3.097650 (lr=4.0549e-04) (hash(x)=41487871) +4521 train 3.100373 (lr=4.0540e-04) (hash(x)=38207115) +4522 train 3.119729 (lr=4.0531e-04) (hash(x)=38392031) +4523 train 3.140615 (lr=4.0523e-04) (hash(x)=40288191) +4524 train 3.112927 (lr=4.0514e-04) (hash(x)=38041319) +4525 train 3.071422 (lr=4.0505e-04) (hash(x)=44047720) +4526 train 3.169675 (lr=4.0496e-04) (hash(x)=39957320) +4527 train 3.148700 (lr=4.0488e-04) (hash(x)=35702943) +4528 train 3.081791 (lr=4.0479e-04) (hash(x)=45277159) +4529 train 3.044574 (lr=4.0470e-04) (hash(x)=39759146) +4530 train 3.202213 (lr=4.0461e-04) (hash(x)=37779629) +4531 train 3.361057 (lr=4.0452e-04) (hash(x)=39846856) +4532 train 3.314718 (lr=4.0444e-04) (hash(x)=44353014) +4533 train 3.309175 (lr=4.0435e-04) (hash(x)=39660244) +4534 train 3.306481 (lr=4.0426e-04) (hash(x)=40186978) +4535 train 3.339530 (lr=4.0417e-04) (hash(x)=37523296) +4536 train 3.359339 (lr=4.0409e-04) (hash(x)=26279490) +4537 train 3.297789 (lr=4.0400e-04) (hash(x)=38242207) +4538 train 3.397774 (lr=4.0391e-04) (hash(x)=37677896) +4539 train 3.264872 (lr=4.0382e-04) (hash(x)=39708176) +4540 train 3.297452 (lr=4.0373e-04) (hash(x)=38242825) +4541 train 3.334219 (lr=4.0365e-04) (hash(x)=33132380) +4542 train 3.282338 (lr=4.0356e-04) (hash(x)=42939896) +4543 train 3.254353 (lr=4.0347e-04) (hash(x)=38332311) +4544 train 3.267580 (lr=4.0338e-04) (hash(x)=38923608) +4545 train 3.239656 (lr=4.0329e-04) (hash(x)=40323556) +4546 train 3.256893 (lr=4.0321e-04) (hash(x)=35983887) +4547 train 3.316186 (lr=4.0312e-04) (hash(x)=33602055) +4548 train 3.272966 (lr=4.0303e-04) (hash(x)=31649731) +4549 train 3.260190 (lr=4.0294e-04) (hash(x)=38075247) +4550 train 3.275174 (lr=4.0285e-04) (hash(x)=35861427) +4551 train 3.344671 (lr=4.0277e-04) (hash(x)=38094911) +4552 train 3.331063 (lr=4.0268e-04) (hash(x)=33259539) +4553 train 3.287788 (lr=4.0259e-04) (hash(x)=40491997) +4554 train 3.332670 (lr=4.0250e-04) (hash(x)=43686401) +4555 train 3.242379 (lr=4.0241e-04) (hash(x)=38406615) +4556 train 3.236827 (lr=4.0233e-04) (hash(x)=41017595) +4557 train 3.295912 (lr=4.0224e-04) (hash(x)=40580691) +4558 train 3.237566 (lr=4.0215e-04) (hash(x)=39758156) +4559 train 3.261454 (lr=4.0206e-04) (hash(x)=38356220) +4560 train 3.294326 (lr=4.0197e-04) (hash(x)=40926930) +4561 train 3.335935 (lr=4.0189e-04) (hash(x)=40607399) +4562 train 3.233393 (lr=4.0180e-04) (hash(x)=38455380) +4563 train 3.275447 (lr=4.0171e-04) (hash(x)=38711914) +4564 train 3.271543 (lr=4.0162e-04) (hash(x)=44926079) +4565 train 3.266216 (lr=4.0153e-04) (hash(x)=41877486) +4566 train 3.281302 (lr=4.0145e-04) (hash(x)=44916639) +4567 train 3.243322 (lr=4.0136e-04) (hash(x)=35567849) +4568 train 3.168631 (lr=4.0127e-04) (hash(x)=42347661) +4569 train 3.134912 (lr=4.0118e-04) (hash(x)=42595177) +4570 train 3.159053 (lr=4.0109e-04) (hash(x)=28630745) +4571 train 3.106487 (lr=4.0101e-04) (hash(x)=39596536) +4572 train 3.060258 (lr=4.0092e-04) (hash(x)=42946116) +4573 train 3.178810 (lr=4.0083e-04) (hash(x)=40699443) +4574 train 3.145682 (lr=4.0074e-04) (hash(x)=35925966) +4575 train 3.101432 (lr=4.0065e-04) (hash(x)=38034444) +4576 train 3.148576 (lr=4.0056e-04) (hash(x)=42840134) +4577 train 3.140988 (lr=4.0048e-04) (hash(x)=39626520) +4578 train 3.117228 (lr=4.0039e-04) (hash(x)=38872008) +4579 train 3.112059 (lr=4.0030e-04) (hash(x)=41520350) +4580 train 3.092937 (lr=4.0021e-04) (hash(x)=40184883) +4581 train 3.285241 (lr=4.0012e-04) (hash(x)=37556231) +4582 train 3.344992 (lr=4.0004e-04) (hash(x)=39147122) +4583 train 3.406358 (lr=3.9995e-04) (hash(x)=32375842) +4584 train 3.329087 (lr=3.9986e-04) (hash(x)=39365348) +4585 train 3.313612 (lr=3.9977e-04) (hash(x)=42896414) +4586 train 3.320518 (lr=3.9968e-04) (hash(x)=65069114) +4587 train 3.310573 (lr=3.9959e-04) (hash(x)=40414005) +4588 train 3.333053 (lr=3.9951e-04) (hash(x)=40961487) +4589 train 3.283732 (lr=3.9942e-04) (hash(x)=38266002) +4590 train 3.360431 (lr=3.9933e-04) (hash(x)=38525358) +4591 train 3.361241 (lr=3.9924e-04) (hash(x)=34510749) +4592 train 3.318530 (lr=3.9915e-04) (hash(x)=41325713) +4593 train 3.317651 (lr=3.9906e-04) (hash(x)=41122353) +4594 train 3.310491 (lr=3.9898e-04) (hash(x)=38069966) +4595 train 3.293766 (lr=3.9889e-04) (hash(x)=40430103) +4596 train 3.338686 (lr=3.9880e-04) (hash(x)=41383289) +4597 train 3.308486 (lr=3.9871e-04) (hash(x)=34775588) +4598 train 3.362348 (lr=3.9862e-04) (hash(x)=37851574) +4599 train 3.322038 (lr=3.9853e-04) (hash(x)=34492800) +4600 train 3.263585 (lr=3.9845e-04) (hash(x)=37313866) +4601 train 3.336768 (lr=3.9836e-04) (hash(x)=36079375) +4602 train 3.331799 (lr=3.9827e-04) (hash(x)=33641161) +4603 train 3.231722 (lr=3.9818e-04) (hash(x)=41148517) +4604 train 3.352731 (lr=3.9809e-04) (hash(x)=37653755) +4605 train 3.298986 (lr=3.9800e-04) (hash(x)=38079580) +4606 train 3.230147 (lr=3.9792e-04) (hash(x)=36509717) +4607 train 3.255109 (lr=3.9783e-04) (hash(x)=40846468) +4608 train 3.299520 (lr=3.9774e-04) (hash(x)=43820544) +4609 train 3.264570 (lr=3.9765e-04) (hash(x)=40883327) +4610 train 3.329800 (lr=3.9756e-04) (hash(x)=35852187) +4611 train 3.242852 (lr=3.9747e-04) (hash(x)=37111148) +4612 train 3.266601 (lr=3.9739e-04) (hash(x)=46801358) +4613 train 3.263297 (lr=3.9730e-04) (hash(x)=43285760) +4614 train 3.245289 (lr=3.9721e-04) (hash(x)=37103901) +4615 train 3.193870 (lr=3.9712e-04) (hash(x)=41355798) +4616 train 3.249779 (lr=3.9703e-04) (hash(x)=36605577) +4617 train 3.240965 (lr=3.9694e-04) (hash(x)=44567932) +4618 train 3.173776 (lr=3.9685e-04) (hash(x)=39149811) +4619 train 3.097223 (lr=3.9677e-04) (hash(x)=45370446) +4620 train 3.142985 (lr=3.9668e-04) (hash(x)=40337063) +4621 train 3.075581 (lr=3.9659e-04) (hash(x)=36531988) +4622 train 3.136444 (lr=3.9650e-04) (hash(x)=42016722) +4623 train 3.148219 (lr=3.9641e-04) (hash(x)=39114176) +4624 train 3.077926 (lr=3.9632e-04) (hash(x)=38697122) +4625 train 3.137811 (lr=3.9623e-04) (hash(x)=39931892) +4626 train 3.151546 (lr=3.9615e-04) (hash(x)=35616476) +4627 train 3.096206 (lr=3.9606e-04) (hash(x)=43953924) +4628 train 3.074721 (lr=3.9597e-04) (hash(x)=36275230) +4629 train 3.135870 (lr=3.9588e-04) (hash(x)=36895435) +4630 train 3.064988 (lr=3.9579e-04) (hash(x)=37327564) +4631 train 3.309225 (lr=3.9570e-04) (hash(x)=39212809) +4632 train 3.299786 (lr=3.9561e-04) (hash(x)=42562080) +4633 train 3.344810 (lr=3.9553e-04) (hash(x)=41739878) +4634 train 3.337902 (lr=3.9544e-04) (hash(x)=35244538) +4635 train 3.313710 (lr=3.9535e-04) (hash(x)=46360563) +4636 train 3.277846 (lr=3.9526e-04) (hash(x)=38799778) +4637 train 3.325680 (lr=3.9517e-04) (hash(x)=44546331) +4638 train 3.314431 (lr=3.9508e-04) (hash(x)=41387282) +4639 train 3.335474 (lr=3.9499e-04) (hash(x)=33365660) +4640 train 3.334438 (lr=3.9491e-04) (hash(x)=41862740) +4641 train 3.336159 (lr=3.9482e-04) (hash(x)=40843819) +4642 train 3.303085 (lr=3.9473e-04) (hash(x)=38587229) +4643 train 3.287411 (lr=3.9464e-04) (hash(x)=37749102) +4644 train 3.342422 (lr=3.9455e-04) (hash(x)=39525889) +4645 train 3.266202 (lr=3.9446e-04) (hash(x)=37604870) +4646 train 3.330725 (lr=3.9437e-04) (hash(x)=44440498) +4647 train 3.335747 (lr=3.9428e-04) (hash(x)=39962130) +4648 train 3.324363 (lr=3.9420e-04) (hash(x)=39344460) +4649 train 3.275375 (lr=3.9411e-04) (hash(x)=35753638) +4650 train 3.297517 (lr=3.9402e-04) (hash(x)=38545454) +4651 train 3.307821 (lr=3.9393e-04) (hash(x)=46758827) +4652 train 3.323634 (lr=3.9384e-04) (hash(x)=39220941) +4653 train 3.281971 (lr=3.9375e-04) (hash(x)=37985387) +4654 train 3.335642 (lr=3.9366e-04) (hash(x)=42530838) +4655 train 3.329353 (lr=3.9357e-04) (hash(x)=42268640) +4656 train 3.284878 (lr=3.9349e-04) (hash(x)=35218434) +4657 train 3.247546 (lr=3.9340e-04) (hash(x)=40880364) +4658 train 3.221133 (lr=3.9331e-04) (hash(x)=49134967) +4659 train 3.315828 (lr=3.9322e-04) (hash(x)=36719348) +4660 train 3.312291 (lr=3.9313e-04) (hash(x)=39931230) +4661 train 3.298645 (lr=3.9304e-04) (hash(x)=37797405) +4662 train 3.262206 (lr=3.9295e-04) (hash(x)=37336312) +4663 train 3.302707 (lr=3.9286e-04) (hash(x)=34620784) +4664 train 3.231654 (lr=3.9277e-04) (hash(x)=39441357) +4665 train 3.216548 (lr=3.9269e-04) (hash(x)=37922134) +4666 train 3.267000 (lr=3.9260e-04) (hash(x)=40100221) +4667 train 3.257603 (lr=3.9251e-04) (hash(x)=40173549) +4668 train 3.203578 (lr=3.9242e-04) (hash(x)=28460883) +4669 train 3.162816 (lr=3.9233e-04) (hash(x)=36947290) +4670 train 3.072395 (lr=3.9224e-04) (hash(x)=37843480) +4671 train 3.157295 (lr=3.9215e-04) (hash(x)=36217211) +4672 train 3.069045 (lr=3.9206e-04) (hash(x)=43943028) +4673 train 3.120493 (lr=3.9197e-04) (hash(x)=41781409) +4674 train 3.062487 (lr=3.9189e-04) (hash(x)=41998697) +4675 train 3.148246 (lr=3.9180e-04) (hash(x)=40790492) +4676 train 3.091350 (lr=3.9171e-04) (hash(x)=46305779) +4677 train 3.128221 (lr=3.9162e-04) (hash(x)=39470629) +4678 train 3.143533 (lr=3.9153e-04) (hash(x)=39405341) +4679 train 3.162337 (lr=3.9144e-04) (hash(x)=38512494) +4680 train 3.116396 (lr=3.9135e-04) (hash(x)=41296802) +4681 train 3.153931 (lr=3.9126e-04) (hash(x)=41488481) +4682 train 3.329743 (lr=3.9117e-04) (hash(x)=39550918) +4683 train 3.318791 (lr=3.9109e-04) (hash(x)=42661087) +4684 train 3.351084 (lr=3.9100e-04) (hash(x)=39192032) +4685 train 3.365875 (lr=3.9091e-04) (hash(x)=44774669) +4686 train 3.318235 (lr=3.9082e-04) (hash(x)=37156307) +4687 train 3.344193 (lr=3.9073e-04) (hash(x)=50244863) +4688 train 3.300601 (lr=3.9064e-04) (hash(x)=34520314) +4689 train 3.258751 (lr=3.9055e-04) (hash(x)=39815309) +4690 train 3.352550 (lr=3.9046e-04) (hash(x)=42830839) +4691 train 3.349946 (lr=3.9037e-04) (hash(x)=30702066) +4692 train 3.261783 (lr=3.9028e-04) (hash(x)=41391972) +4693 train 3.276180 (lr=3.9020e-04) (hash(x)=37143347) +4694 train 3.305442 (lr=3.9011e-04) (hash(x)=39942435) 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(lr=3.8690e-04) (hash(x)=41454547) +4731 train 3.137435 (lr=3.8681e-04) (hash(x)=39264215) +4732 train 3.344576 (lr=3.8672e-04) (hash(x)=38950861) +4733 train 3.293144 (lr=3.8663e-04) (hash(x)=39270182) +4734 train 3.320277 (lr=3.8654e-04) (hash(x)=45187750) +4735 train 3.314577 (lr=3.8645e-04) (hash(x)=31341152) +4736 train 3.393817 (lr=3.8636e-04) (hash(x)=43421715) +4737 train 3.289845 (lr=3.8627e-04) (hash(x)=45047878) +4738 train 3.315972 (lr=3.8618e-04) (hash(x)=36701426) +4739 train 3.269993 (lr=3.8609e-04) (hash(x)=41727615) +4740 train 3.314880 (lr=3.8600e-04) (hash(x)=38069070) +4741 train 3.315041 (lr=3.8591e-04) (hash(x)=41480346) +4742 train 3.319999 (lr=3.8582e-04) (hash(x)=39953302) +4743 train 3.306008 (lr=3.8573e-04) (hash(x)=37476754) +4744 train 3.230855 (lr=3.8564e-04) (hash(x)=47736447) +4745 train 3.304577 (lr=3.8556e-04) (hash(x)=36969929) +4746 train 3.353888 (lr=3.8547e-04) (hash(x)=41153013) +4747 train 3.315529 (lr=3.8538e-04) (hash(x)=38736278) +4748 train 3.343297 (lr=3.8529e-04) (hash(x)=45256327) +4749 train 3.286491 (lr=3.8520e-04) (hash(x)=37629789) +4750 val loss 3.2780 +4750 val perplexity 26.5218 +4750 hella 0.2837 +4750 train 3.311353 (lr=3.8511e-04) (hash(x)=45600383) +4751 train 3.279417 (lr=3.8502e-04) (hash(x)=35981251) +4752 train 3.317696 (lr=3.8493e-04) (hash(x)=39428869) +4753 train 3.327452 (lr=3.8484e-04) (hash(x)=35479262) +4754 train 3.289204 (lr=3.8475e-04) (hash(x)=40156518) +4755 train 3.245333 (lr=3.8466e-04) (hash(x)=41586469) +4756 train 3.219227 (lr=3.8457e-04) (hash(x)=40521699) +4757 train 3.230931 (lr=3.8448e-04) (hash(x)=38839886) +4758 train 3.204899 (lr=3.8439e-04) (hash(x)=40284624) +4759 train 3.256830 (lr=3.8430e-04) (hash(x)=39541394) +4760 train 3.236777 (lr=3.8421e-04) (hash(x)=37163800) +4761 train 3.274148 (lr=3.8412e-04) (hash(x)=36355590) +4762 train 3.220850 (lr=3.8403e-04) (hash(x)=58636130) +4763 train 3.244177 (lr=3.8394e-04) (hash(x)=50739540) +4764 train 3.279394 (lr=3.8386e-04) 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3.324008 (lr=3.8063e-04) (hash(x)=41860310) +4801 train 3.263839 (lr=3.8054e-04) (hash(x)=38152782) +4802 train 3.316165 (lr=3.8045e-04) (hash(x)=37540646) +4803 train 3.332516 (lr=3.8036e-04) (hash(x)=40578850) +4804 train 3.385121 (lr=3.8027e-04) (hash(x)=38999122) +4805 train 3.200360 (lr=3.8018e-04) (hash(x)=41034790) +4806 train 3.269009 (lr=3.8009e-04) (hash(x)=47562013) +4807 train 3.256305 (lr=3.8000e-04) (hash(x)=37345007) +4808 train 3.224725 (lr=3.7991e-04) (hash(x)=41138976) +4809 train 3.275947 (lr=3.7982e-04) (hash(x)=39703971) +4810 train 3.260178 (lr=3.7973e-04) (hash(x)=36687301) +4811 train 3.217260 (lr=3.7964e-04) (hash(x)=44021352) +4812 train 3.292318 (lr=3.7955e-04) (hash(x)=39300304) +4813 train 3.252416 (lr=3.7946e-04) (hash(x)=41312346) +4814 train 3.273276 (lr=3.7937e-04) (hash(x)=42339083) +4815 train 3.256067 (lr=3.7928e-04) (hash(x)=37319159) +4816 train 3.217398 (lr=3.7919e-04) (hash(x)=37353117) +4817 train 3.204371 (lr=3.7910e-04) (hash(x)=40831887) 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3.147185 (lr=3.7424e-04) (hash(x)=40887226) +4872 train 3.122737 (lr=3.7415e-04) (hash(x)=43963819) +4873 train 3.020007 (lr=3.7406e-04) (hash(x)=48401261) +4874 train 3.032019 (lr=3.7397e-04) (hash(x)=36331081) +4875 train 3.068231 (lr=3.7388e-04) (hash(x)=44518244) +4876 train 3.081071 (lr=3.7379e-04) (hash(x)=38475143) +4877 train 3.081623 (lr=3.7370e-04) (hash(x)=43394340) +4878 train 3.037120 (lr=3.7361e-04) (hash(x)=44021717) +4879 train 3.039099 (lr=3.7352e-04) (hash(x)=37363255) +4880 train 3.080157 (lr=3.7343e-04) (hash(x)=40355582) +4881 train 3.250682 (lr=3.7334e-04) (hash(x)=34529400) +4882 train 3.300099 (lr=3.7325e-04) (hash(x)=40292647) +4883 train 3.238695 (lr=3.7316e-04) (hash(x)=37208853) +4884 train 3.238693 (lr=3.7307e-04) (hash(x)=44131094) +4885 train 3.302895 (lr=3.7298e-04) (hash(x)=40806631) +4886 train 3.368063 (lr=3.7289e-04) (hash(x)=42174732) +4887 train 3.277076 (lr=3.7280e-04) (hash(x)=41142680) +4888 train 3.278018 (lr=3.7271e-04) (hash(x)=45577048) 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3.322311 (lr=3.6783e-04) (hash(x)=34450225) +4943 train 3.280317 (lr=3.6774e-04) (hash(x)=43081842) +4944 train 3.337664 (lr=3.6765e-04) (hash(x)=37864733) +4945 train 3.305037 (lr=3.6756e-04) (hash(x)=43980904) +4946 train 3.298649 (lr=3.6747e-04) (hash(x)=38955475) +4947 train 3.275192 (lr=3.6738e-04) (hash(x)=40318254) +4948 train 3.291871 (lr=3.6729e-04) (hash(x)=43435705) +4949 train 3.323671 (lr=3.6720e-04) (hash(x)=37436720) +4950 train 3.295717 (lr=3.6711e-04) (hash(x)=45545343) +4951 train 3.315888 (lr=3.6702e-04) (hash(x)=44691966) +4952 train 3.239251 (lr=3.6693e-04) (hash(x)=36385099) +4953 train 3.281826 (lr=3.6684e-04) (hash(x)=37671165) +4954 train 3.293099 (lr=3.6675e-04) (hash(x)=36342916) +4955 train 3.275386 (lr=3.6666e-04) (hash(x)=45975947) +4956 train 3.288071 (lr=3.6657e-04) (hash(x)=38610920) +4957 train 3.214907 (lr=3.6648e-04) (hash(x)=39593640) +4958 train 3.266753 (lr=3.6639e-04) (hash(x)=37376690) +4959 train 3.237300 (lr=3.6629e-04) (hash(x)=40122784) 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3.288388 (lr=3.5022e-04) (hash(x)=38842424) +5137 train 3.244050 (lr=3.5013e-04) (hash(x)=45347255) +5138 train 3.233876 (lr=3.5003e-04) (hash(x)=39273886) +5139 train 3.260259 (lr=3.4994e-04) (hash(x)=42748522) +5140 train 3.302435 (lr=3.4985e-04) (hash(x)=45951435) +5141 train 3.268860 (lr=3.4976e-04) (hash(x)=39967921) +5142 train 3.234541 (lr=3.4967e-04) (hash(x)=38848256) +5143 train 3.292776 (lr=3.4958e-04) (hash(x)=37546752) +5144 train 3.252883 (lr=3.4949e-04) (hash(x)=39468428) +5145 train 3.327569 (lr=3.4940e-04) (hash(x)=42347095) +5146 train 3.284324 (lr=3.4931e-04) (hash(x)=42632176) +5147 train 3.207578 (lr=3.4921e-04) (hash(x)=33145187) +5148 train 3.224467 (lr=3.4912e-04) (hash(x)=30229182) +5149 train 3.275335 (lr=3.4903e-04) (hash(x)=37295797) +5150 train 3.276197 (lr=3.4894e-04) (hash(x)=39185629) +5151 train 3.269987 (lr=3.4885e-04) (hash(x)=37610448) +5152 train 3.309066 (lr=3.4876e-04) (hash(x)=36203879) +5153 train 3.351601 (lr=3.4867e-04) (hash(x)=38992673) 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(lr=3.4538e-04) (hash(x)=41054270) +5190 train 3.255295 (lr=3.4529e-04) (hash(x)=39402830) +5191 train 3.293446 (lr=3.4520e-04) (hash(x)=45078037) +5192 train 3.307191 (lr=3.4511e-04) (hash(x)=41405960) +5193 train 3.280082 (lr=3.4502e-04) (hash(x)=44243074) +5194 train 3.307071 (lr=3.4493e-04) (hash(x)=41808178) +5195 train 3.384599 (lr=3.4484e-04) (hash(x)=43649564) +5196 train 3.293499 (lr=3.4475e-04) (hash(x)=42530600) +5197 train 3.390987 (lr=3.4466e-04) (hash(x)=44445390) +5198 train 3.306624 (lr=3.4456e-04) (hash(x)=41593187) +5199 train 3.252039 (lr=3.4447e-04) (hash(x)=39319708) +5200 train 3.221164 (lr=3.4438e-04) (hash(x)=37433115) +5201 train 3.283565 (lr=3.4429e-04) (hash(x)=39094366) +5202 train 3.285328 (lr=3.4420e-04) (hash(x)=42372873) +5203 train 3.315768 (lr=3.4411e-04) (hash(x)=39983448) +5204 train 3.274328 (lr=3.4402e-04) (hash(x)=37973292) +5205 train 3.282757 (lr=3.4393e-04) (hash(x)=45594265) +5206 train 3.248952 (lr=3.4383e-04) (hash(x)=39123432) +5207 train 3.225808 (lr=3.4374e-04) (hash(x)=36008857) +5208 train 3.295847 (lr=3.4365e-04) (hash(x)=47291244) +5209 train 3.219165 (lr=3.4356e-04) (hash(x)=40181417) +5210 train 3.240532 (lr=3.4347e-04) (hash(x)=42704156) +5211 train 3.211654 (lr=3.4338e-04) (hash(x)=41735040) +5212 train 3.226791 (lr=3.4329e-04) (hash(x)=32054036) +5213 train 3.213094 (lr=3.4320e-04) (hash(x)=49507076) +5214 train 3.176614 (lr=3.4310e-04) (hash(x)=37805989) +5215 train 3.286927 (lr=3.4301e-04) (hash(x)=41911742) +5216 train 3.034102 (lr=3.4292e-04) (hash(x)=41169128) +5217 train 3.228848 (lr=3.4283e-04) (hash(x)=34899590) +5218 train 3.036551 (lr=3.4274e-04) (hash(x)=43896858) +5219 train 3.098980 (lr=3.4265e-04) (hash(x)=39421038) +5220 train 3.087985 (lr=3.4256e-04) (hash(x)=46143459) +5221 train 3.009098 (lr=3.4247e-04) (hash(x)=34973627) +5222 train 3.047080 (lr=3.4237e-04) (hash(x)=43260633) +5223 train 3.105630 (lr=3.4228e-04) (hash(x)=42728301) +5224 train 3.101911 (lr=3.4219e-04) (hash(x)=42579660) 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(hash(x)=38298539) +5243 train 3.287991 (lr=3.4046e-04) (hash(x)=46494106) +5244 train 3.298383 (lr=3.4037e-04) (hash(x)=40776965) +5245 train 3.280197 (lr=3.4027e-04) (hash(x)=43471497) +5246 train 3.281431 (lr=3.4018e-04) (hash(x)=42370662) +5247 train 3.261838 (lr=3.4009e-04) (hash(x)=38885443) +5248 train 3.374699 (lr=3.4000e-04) (hash(x)=32025548) +5249 train 3.356936 (lr=3.3991e-04) (hash(x)=38551841) +5250 val loss 3.2564 +5250 val perplexity 25.9569 +5250 hella 0.2849 +5250 train 3.258360 (lr=3.3982e-04) (hash(x)=44239230) +5251 train 3.341480 (lr=3.3973e-04) (hash(x)=39643980) +5252 train 3.244109 (lr=3.3964e-04) (hash(x)=35839082) +5253 train 3.278093 (lr=3.3954e-04) (hash(x)=37289472) +5254 train 3.242346 (lr=3.3945e-04) (hash(x)=36871565) +5255 train 3.225031 (lr=3.3936e-04) (hash(x)=43364820) +5256 train 3.230192 (lr=3.3927e-04) (hash(x)=40091939) +5257 train 3.207989 (lr=3.3918e-04) (hash(x)=39376191) +5258 train 3.222260 (lr=3.3909e-04) (hash(x)=44072990) +5259 train 3.240361 (lr=3.3900e-04) (hash(x)=50828387) +5260 train 3.239597 (lr=3.3891e-04) (hash(x)=38167301) +5261 train 3.265186 (lr=3.3881e-04) (hash(x)=33652310) +5262 train 3.193552 (lr=3.3872e-04) (hash(x)=41596059) +5263 train 3.254835 (lr=3.3863e-04) (hash(x)=43771091) +5264 train 3.180231 (lr=3.3854e-04) (hash(x)=38854102) +5265 train 3.225565 (lr=3.3845e-04) (hash(x)=41411554) +5266 train 3.197123 (lr=3.3836e-04) (hash(x)=40138935) +5267 train 3.046264 (lr=3.3827e-04) (hash(x)=35481827) +5268 train 3.093746 (lr=3.3818e-04) (hash(x)=37378798) +5269 train 3.082231 (lr=3.3808e-04) (hash(x)=39687689) +5270 train 3.121279 (lr=3.3799e-04) (hash(x)=43354003) +5271 train 3.072709 (lr=3.3790e-04) (hash(x)=42965062) +5272 train 3.129871 (lr=3.3781e-04) (hash(x)=40775917) +5273 train 3.043758 (lr=3.3772e-04) (hash(x)=39656557) +5274 train 3.034543 (lr=3.3763e-04) (hash(x)=42985089) +5275 train 3.089053 (lr=3.3754e-04) (hash(x)=34994627) +5276 train 3.108623 (lr=3.3744e-04) (hash(x)=38727186) 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3.352228 (lr=3.3251e-04) (hash(x)=39165119) +5331 train 3.265995 (lr=3.3242e-04) (hash(x)=39762749) +5332 train 3.256652 (lr=3.3233e-04) (hash(x)=43121583) +5333 train 3.280472 (lr=3.3224e-04) (hash(x)=42323911) +5334 train 3.270846 (lr=3.3215e-04) (hash(x)=43114823) +5335 train 3.334513 (lr=3.3206e-04) (hash(x)=35507280) +5336 train 3.291831 (lr=3.3196e-04) (hash(x)=35884523) +5337 train 3.297850 (lr=3.3187e-04) (hash(x)=37450025) +5338 train 3.249925 (lr=3.3178e-04) (hash(x)=36408319) +5339 train 3.261608 (lr=3.3169e-04) (hash(x)=41860056) +5340 train 3.299218 (lr=3.3160e-04) (hash(x)=38690315) +5341 train 3.275415 (lr=3.3151e-04) (hash(x)=31375124) +5342 train 3.307068 (lr=3.3142e-04) (hash(x)=35951370) +5343 train 3.248212 (lr=3.3132e-04) (hash(x)=41410391) +5344 train 3.327406 (lr=3.3123e-04) (hash(x)=50137241) +5345 train 3.309875 (lr=3.3114e-04) (hash(x)=35414432) +5346 train 3.283824 (lr=3.3105e-04) (hash(x)=37436118) +5347 train 3.392412 (lr=3.3096e-04) (hash(x)=36102657) 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(hash(x)=43252021) +5366 train 3.023173 (lr=3.2922e-04) (hash(x)=39280071) +5367 train 2.995298 (lr=3.2913e-04) (hash(x)=39359675) +5368 train 3.016105 (lr=3.2904e-04) (hash(x)=46018738) +5369 train 3.036338 (lr=3.2895e-04) (hash(x)=41559974) +5370 train 2.935430 (lr=3.2886e-04) (hash(x)=41224661) +5371 train 3.090939 (lr=3.2877e-04) (hash(x)=39398500) +5372 train 2.994318 (lr=3.2868e-04) (hash(x)=36039647) +5373 train 3.042016 (lr=3.2858e-04) (hash(x)=38228612) +5374 train 3.013133 (lr=3.2849e-04) (hash(x)=38889963) +5375 train 3.066460 (lr=3.2840e-04) (hash(x)=36969156) +5376 train 3.026294 (lr=3.2831e-04) (hash(x)=38860245) +5377 train 3.058887 (lr=3.2822e-04) (hash(x)=34291572) +5378 train 3.248648 (lr=3.2813e-04) (hash(x)=40323943) +5379 train 3.321540 (lr=3.2804e-04) (hash(x)=40557206) +5380 train 3.322651 (lr=3.2794e-04) (hash(x)=40559068) +5381 train 3.311264 (lr=3.2785e-04) (hash(x)=44387168) +5382 train 3.321697 (lr=3.2776e-04) (hash(x)=42149903) +5383 train 3.318743 (lr=3.2767e-04) (hash(x)=42348985) +5384 train 3.252881 (lr=3.2758e-04) (hash(x)=37265144) +5385 train 3.225273 (lr=3.2749e-04) (hash(x)=40060681) +5386 train 3.235851 (lr=3.2740e-04) (hash(x)=40758066) +5387 train 3.303190 (lr=3.2731e-04) (hash(x)=35786751) +5388 train 3.280265 (lr=3.2721e-04) (hash(x)=40132013) +5389 train 3.230475 (lr=3.2712e-04) (hash(x)=40521371) +5390 train 3.327447 (lr=3.2703e-04) (hash(x)=33141725) +5391 train 3.286047 (lr=3.2694e-04) (hash(x)=40265881) +5392 train 3.254236 (lr=3.2685e-04) (hash(x)=44806252) +5393 train 3.275928 (lr=3.2676e-04) (hash(x)=41000849) +5394 train 3.267471 (lr=3.2667e-04) (hash(x)=47257530) +5395 train 3.261427 (lr=3.2657e-04) (hash(x)=41964321) +5396 train 3.328355 (lr=3.2648e-04) (hash(x)=38439812) +5397 train 3.292355 (lr=3.2639e-04) (hash(x)=39965031) +5398 train 3.291074 (lr=3.2630e-04) (hash(x)=41553027) +5399 train 3.259135 (lr=3.2621e-04) (hash(x)=41931478) +5400 train 3.303862 (lr=3.2612e-04) (hash(x)=43871143) +5401 train 3.303130 (lr=3.2603e-04) (hash(x)=42683530) +5402 train 3.287666 (lr=3.2593e-04) (hash(x)=40004697) +5403 train 3.159048 (lr=3.2584e-04) (hash(x)=36552889) +5404 train 3.197986 (lr=3.2575e-04) (hash(x)=34359117) +5405 train 3.210429 (lr=3.2566e-04) (hash(x)=38860251) +5406 train 3.266825 (lr=3.2557e-04) (hash(x)=41272806) +5407 train 3.251955 (lr=3.2548e-04) (hash(x)=40736619) +5408 train 3.211090 (lr=3.2539e-04) (hash(x)=37513307) +5409 train 3.252200 (lr=3.2530e-04) (hash(x)=55288120) +5410 train 3.248300 (lr=3.2520e-04) (hash(x)=40744184) +5411 train 3.225466 (lr=3.2511e-04) (hash(x)=37779639) +5412 train 3.210364 (lr=3.2502e-04) (hash(x)=44364576) +5413 train 3.183884 (lr=3.2493e-04) (hash(x)=41372626) +5414 train 3.248116 (lr=3.2484e-04) (hash(x)=37350756) +5415 train 3.046074 (lr=3.2475e-04) (hash(x)=40917627) +5416 train 2.965930 (lr=3.2466e-04) (hash(x)=36828077) +5417 train 3.000457 (lr=3.2456e-04) (hash(x)=36957834) +5418 train 2.961860 (lr=3.2447e-04) (hash(x)=39108369) +5419 train 3.062194 (lr=3.2438e-04) (hash(x)=41224169) +5420 train 2.998214 (lr=3.2429e-04) (hash(x)=39951952) +5421 train 3.010616 (lr=3.2420e-04) (hash(x)=40260487) +5422 train 2.999707 (lr=3.2411e-04) (hash(x)=40823117) +5423 train 3.049424 (lr=3.2402e-04) (hash(x)=43149443) +5424 train 3.050140 (lr=3.2393e-04) (hash(x)=40443091) +5425 train 3.046538 (lr=3.2383e-04) (hash(x)=40876289) +5426 train 3.044454 (lr=3.2374e-04) (hash(x)=40922190) +5427 train 3.220778 (lr=3.2365e-04) (hash(x)=41709689) +5428 train 3.256645 (lr=3.2356e-04) (hash(x)=61652088) +5429 train 3.277479 (lr=3.2347e-04) (hash(x)=39159502) +5430 train 3.302484 (lr=3.2338e-04) (hash(x)=36543816) +5431 train 3.306546 (lr=3.2329e-04) (hash(x)=35896510) +5432 train 3.283189 (lr=3.2319e-04) (hash(x)=34134947) +5433 train 3.296513 (lr=3.2310e-04) (hash(x)=40590457) +5434 train 3.251430 (lr=3.2301e-04) (hash(x)=42886029) +5435 train 3.323100 (lr=3.2292e-04) (hash(x)=47569565) +5436 train 3.242454 (lr=3.2283e-04) (hash(x)=36456453) +5437 train 3.270658 (lr=3.2274e-04) (hash(x)=41250412) +5438 train 3.330019 (lr=3.2265e-04) (hash(x)=36417737) +5439 train 3.297044 (lr=3.2256e-04) (hash(x)=33007398) +5440 train 3.319953 (lr=3.2246e-04) (hash(x)=40443579) +5441 train 3.294379 (lr=3.2237e-04) (hash(x)=36085579) +5442 train 3.280720 (lr=3.2228e-04) (hash(x)=48798851) +5443 train 3.271215 (lr=3.2219e-04) (hash(x)=37063719) +5444 train 3.312637 (lr=3.2210e-04) (hash(x)=39583639) +5445 train 3.297389 (lr=3.2201e-04) (hash(x)=39126765) +5446 train 3.287352 (lr=3.2192e-04) (hash(x)=34671945) +5447 train 3.267858 (lr=3.2182e-04) (hash(x)=36529659) +5448 train 3.316794 (lr=3.2173e-04) (hash(x)=45019205) +5449 train 3.389697 (lr=3.2164e-04) (hash(x)=34688418) +5450 train 3.290153 (lr=3.2155e-04) (hash(x)=39457323) +5451 train 3.272499 (lr=3.2146e-04) (hash(x)=35017906) +5452 train 3.257858 (lr=3.2137e-04) (hash(x)=41615079) +5453 train 3.268353 (lr=3.2128e-04) (hash(x)=38938082) +5454 train 3.284965 (lr=3.2119e-04) (hash(x)=39168938) +5455 train 3.220453 (lr=3.2109e-04) (hash(x)=49988964) +5456 train 3.226048 (lr=3.2100e-04) (hash(x)=39180938) +5457 train 3.227874 (lr=3.2091e-04) (hash(x)=36773264) +5458 train 3.268201 (lr=3.2082e-04) (hash(x)=40159486) +5459 train 3.206913 (lr=3.2073e-04) (hash(x)=37497457) +5460 train 3.185189 (lr=3.2064e-04) (hash(x)=40703315) +5461 train 3.252561 (lr=3.2055e-04) (hash(x)=43080815) +5462 train 3.226985 (lr=3.2046e-04) (hash(x)=39686145) +5463 train 3.208032 (lr=3.2036e-04) (hash(x)=38917884) +5464 train 3.184133 (lr=3.2027e-04) (hash(x)=44476653) +5465 train 3.083361 (lr=3.2018e-04) (hash(x)=46489351) +5466 train 3.178051 (lr=3.2009e-04) (hash(x)=35751966) +5467 train 2.995191 (lr=3.2000e-04) (hash(x)=44296120) +5468 train 2.959348 (lr=3.1991e-04) (hash(x)=36001858) +5469 train 2.999976 (lr=3.1982e-04) (hash(x)=42445981) +5470 train 3.034160 (lr=3.1973e-04) (hash(x)=34055035) +5471 train 3.004770 (lr=3.1963e-04) (hash(x)=41820135) +5472 train 2.973206 (lr=3.1954e-04) (hash(x)=40463697) +5473 train 3.003075 (lr=3.1945e-04) (hash(x)=38749436) +5474 train 3.064195 (lr=3.1936e-04) (hash(x)=41898443) +5475 train 2.967837 (lr=3.1927e-04) (hash(x)=40389031) +5476 train 3.024750 (lr=3.1918e-04) (hash(x)=39300547) +5477 train 3.210562 (lr=3.1909e-04) (hash(x)=38356033) +5478 train 3.223889 (lr=3.1899e-04) (hash(x)=38974890) +5479 train 3.363503 (lr=3.1890e-04) (hash(x)=43973464) +5480 train 3.275606 (lr=3.1881e-04) (hash(x)=39184360) +5481 train 3.236620 (lr=3.1872e-04) (hash(x)=37799608) +5482 train 3.262321 (lr=3.1863e-04) (hash(x)=54300994) +5483 train 3.248379 (lr=3.1854e-04) (hash(x)=45782857) +5484 train 3.283166 (lr=3.1845e-04) (hash(x)=43060571) +5485 train 3.277568 (lr=3.1836e-04) (hash(x)=43741313) +5486 train 3.294448 (lr=3.1826e-04) (hash(x)=43040651) +5487 train 3.321420 (lr=3.1817e-04) (hash(x)=48587468) +5488 train 3.206496 (lr=3.1808e-04) (hash(x)=35617191) +5489 train 3.252856 (lr=3.1799e-04) (hash(x)=40764085) +5490 train 3.313983 (lr=3.1790e-04) (hash(x)=36964988) +5491 train 3.285344 (lr=3.1781e-04) (hash(x)=40634889) +5492 train 3.303758 (lr=3.1772e-04) (hash(x)=38126870) +5493 train 3.258772 (lr=3.1763e-04) (hash(x)=41339494) +5494 train 3.311192 (lr=3.1753e-04) (hash(x)=41762935) +5495 train 3.243277 (lr=3.1744e-04) (hash(x)=45216236) +5496 train 3.231069 (lr=3.1735e-04) (hash(x)=44368237) +5497 train 3.280248 (lr=3.1726e-04) (hash(x)=41363561) +5498 train 3.319305 (lr=3.1717e-04) (hash(x)=43696961) +5499 train 3.275614 (lr=3.1708e-04) (hash(x)=38207673) +5500 val loss 3.2358 +5500 val perplexity 25.4259 +5500 hella 0.2840 +5500 train 3.289423 (lr=3.1699e-04) (hash(x)=43776783) +5501 train 3.255147 (lr=3.1690e-04) (hash(x)=37785261) +5502 train 3.243316 (lr=3.1680e-04) (hash(x)=40294982) +5503 train 3.243858 (lr=3.1671e-04) (hash(x)=38294570) +5504 train 3.222261 (lr=3.1662e-04) (hash(x)=38219406) +5505 train 3.217620 (lr=3.1653e-04) (hash(x)=41052998) +5506 train 3.253133 (lr=3.1644e-04) (hash(x)=40801199) +5507 train 3.177138 (lr=3.1635e-04) (hash(x)=33574827) +5508 train 3.218204 (lr=3.1626e-04) (hash(x)=36416591) +5509 train 3.211277 (lr=3.1617e-04) (hash(x)=43575555) +5510 train 3.228217 (lr=3.1607e-04) (hash(x)=41374638) +5511 train 3.260408 (lr=3.1598e-04) (hash(x)=38174813) +5512 train 3.223677 (lr=3.1589e-04) (hash(x)=33081121) +5513 train 3.185374 (lr=3.1580e-04) (hash(x)=39590933) +5514 train 3.061322 (lr=3.1571e-04) (hash(x)=38109072) +5515 train 2.987903 (lr=3.1562e-04) (hash(x)=38215909) +5516 train 2.979543 (lr=3.1553e-04) (hash(x)=40400363) +5517 train 3.091122 (lr=3.1544e-04) (hash(x)=40360770) +5518 train 2.944546 (lr=3.1534e-04) (hash(x)=41132411) +5519 train 3.031332 (lr=3.1525e-04) (hash(x)=42736966) +5520 train 2.995216 (lr=3.1516e-04) (hash(x)=42813811) +5521 train 3.058567 (lr=3.1507e-04) (hash(x)=38362299) +5522 train 2.936375 (lr=3.1498e-04) (hash(x)=41669444) +5523 train 3.080813 (lr=3.1489e-04) (hash(x)=38375927) +5524 train 3.030433 (lr=3.1480e-04) (hash(x)=42928390) +5525 train 3.074281 (lr=3.1471e-04) (hash(x)=34761050) +5526 train 3.186225 (lr=3.1462e-04) (hash(x)=39634924) +5527 train 3.227384 (lr=3.1452e-04) (hash(x)=41483072) +5528 train 3.300115 (lr=3.1443e-04) (hash(x)=38187408) +5529 train 3.247112 (lr=3.1434e-04) (hash(x)=35853302) +5530 train 3.214981 (lr=3.1425e-04) (hash(x)=39736754) +5531 train 3.320297 (lr=3.1416e-04) (hash(x)=46039156) +5532 train 3.247989 (lr=3.1407e-04) (hash(x)=40080062) +5533 train 3.202464 (lr=3.1398e-04) (hash(x)=44244088) +5534 train 3.301987 (lr=3.1389e-04) (hash(x)=38755158) +5535 train 3.290561 (lr=3.1379e-04) (hash(x)=43330853) +5536 train 3.381953 (lr=3.1370e-04) (hash(x)=37971700) +5537 train 3.293349 (lr=3.1361e-04) (hash(x)=37928332) +5538 train 3.223645 (lr=3.1352e-04) (hash(x)=36890899) +5539 train 3.292536 (lr=3.1343e-04) (hash(x)=40930728) +5540 train 3.316051 (lr=3.1334e-04) (hash(x)=45201699) +5541 train 3.227348 (lr=3.1325e-04) (hash(x)=34270500) +5542 train 3.245568 (lr=3.1316e-04) (hash(x)=38700491) +5543 train 3.238228 (lr=3.1306e-04) (hash(x)=42293756) +5544 train 3.232233 (lr=3.1297e-04) (hash(x)=47323353) +5545 train 3.269109 (lr=3.1288e-04) (hash(x)=41289847) +5546 train 3.321101 (lr=3.1279e-04) (hash(x)=50434483) +5547 train 3.274985 (lr=3.1270e-04) (hash(x)=40615288) +5548 train 3.260996 (lr=3.1261e-04) (hash(x)=28796446) +5549 train 3.350371 (lr=3.1252e-04) (hash(x)=37177613) +5550 train 3.286083 (lr=3.1243e-04) (hash(x)=36205630) +5551 train 3.244428 (lr=3.1234e-04) (hash(x)=39117631) +5552 train 3.242763 (lr=3.1224e-04) (hash(x)=42833567) +5553 train 3.242096 (lr=3.1215e-04) (hash(x)=38548517) +5554 train 3.249019 (lr=3.1206e-04) (hash(x)=42452282) +5555 train 3.202012 (lr=3.1197e-04) (hash(x)=37391124) +5556 train 3.270694 (lr=3.1188e-04) (hash(x)=43871832) +5557 train 3.189089 (lr=3.1179e-04) (hash(x)=41242161) +5558 train 3.202756 (lr=3.1170e-04) (hash(x)=46692185) +5559 train 3.187080 (lr=3.1161e-04) (hash(x)=36047743) +5560 train 3.223374 (lr=3.1152e-04) (hash(x)=44016688) +5561 train 3.207791 (lr=3.1142e-04) (hash(x)=40587791) +5562 train 3.217351 (lr=3.1133e-04) (hash(x)=42848664) +5563 train 3.236570 (lr=3.1124e-04) (hash(x)=31430976) +5564 train 3.032311 (lr=3.1115e-04) (hash(x)=43392465) +5565 train 3.070113 (lr=3.1106e-04) (hash(x)=47169762) +5566 train 2.999975 (lr=3.1097e-04) (hash(x)=37955367) +5567 train 2.986165 (lr=3.1088e-04) (hash(x)=37595429) +5568 train 3.072669 (lr=3.1079e-04) (hash(x)=39299122) +5569 train 2.995629 (lr=3.1069e-04) (hash(x)=38182701) +5570 train 3.039732 (lr=3.1060e-04) (hash(x)=41468471) +5571 train 2.994080 (lr=3.1051e-04) (hash(x)=26385447) +5572 train 3.034662 (lr=3.1042e-04) (hash(x)=43158149) +5573 train 3.042597 (lr=3.1033e-04) (hash(x)=41163018) +5574 train 3.029708 (lr=3.1024e-04) (hash(x)=35764222) +5575 train 3.030691 (lr=3.1015e-04) (hash(x)=38323525) +5576 train 3.197867 (lr=3.1006e-04) (hash(x)=37113616) +5577 train 3.239278 (lr=3.0997e-04) (hash(x)=33869880) +5578 train 3.225609 (lr=3.0987e-04) (hash(x)=45587339) +5579 train 3.218022 (lr=3.0978e-04) (hash(x)=41510556) +5580 train 3.251648 (lr=3.0969e-04) (hash(x)=39394041) +5581 train 3.216240 (lr=3.0960e-04) (hash(x)=41302895) +5582 train 3.270728 (lr=3.0951e-04) (hash(x)=40903696) +5583 train 3.251580 (lr=3.0942e-04) (hash(x)=39096680) +5584 train 3.238630 (lr=3.0933e-04) (hash(x)=41215341) +5585 train 3.205649 (lr=3.0924e-04) (hash(x)=42230834) +5586 train 3.238389 (lr=3.0915e-04) (hash(x)=39937330) +5587 train 3.274763 (lr=3.0906e-04) (hash(x)=37598583) +5588 train 3.324260 (lr=3.0896e-04) (hash(x)=40648009) +5589 train 3.258600 (lr=3.0887e-04) (hash(x)=37645908) +5590 train 3.272472 (lr=3.0878e-04) (hash(x)=39697497) +5591 train 3.272319 (lr=3.0869e-04) (hash(x)=37659948) +5592 train 3.215955 (lr=3.0860e-04) (hash(x)=45077115) +5593 train 3.281744 (lr=3.0851e-04) (hash(x)=38765824) +5594 train 3.268624 (lr=3.0842e-04) (hash(x)=40573556) +5595 train 3.211466 (lr=3.0833e-04) (hash(x)=58681130) +5596 train 3.224754 (lr=3.0824e-04) (hash(x)=41786378) +5597 train 3.258572 (lr=3.0814e-04) (hash(x)=41171156) +5598 train 3.280058 (lr=3.0805e-04) (hash(x)=40711326) +5599 train 3.260852 (lr=3.0796e-04) (hash(x)=39745264) +5600 train 3.345741 (lr=3.0787e-04) (hash(x)=38723402) +5601 train 3.196253 (lr=3.0778e-04) (hash(x)=38447039) +5602 train 3.197505 (lr=3.0769e-04) (hash(x)=37789877) +5603 train 3.167465 (lr=3.0760e-04) (hash(x)=41338871) +5604 train 3.265826 (lr=3.0751e-04) (hash(x)=45393009) +5605 train 3.213159 (lr=3.0742e-04) (hash(x)=32391013) +5606 train 3.220177 (lr=3.0733e-04) (hash(x)=40901543) +5607 train 3.198604 (lr=3.0723e-04) (hash(x)=38340209) +5608 train 3.153161 (lr=3.0714e-04) (hash(x)=43010906) +5609 train 3.192564 (lr=3.0705e-04) (hash(x)=39541052) +5610 train 3.216061 (lr=3.0696e-04) (hash(x)=40043329) +5611 train 3.173721 (lr=3.0687e-04) (hash(x)=38654273) +5612 train 3.210013 (lr=3.0678e-04) (hash(x)=38698157) +5613 train 3.017941 (lr=3.0669e-04) (hash(x)=40762953) +5614 train 3.077251 (lr=3.0660e-04) (hash(x)=34230075) +5615 train 3.047532 (lr=3.0651e-04) (hash(x)=43848486) +5616 train 3.022410 (lr=3.0641e-04) (hash(x)=41094434) +5617 train 2.998811 (lr=3.0632e-04) (hash(x)=45907861) +5618 train 2.979203 (lr=3.0623e-04) (hash(x)=38639181) +5619 train 2.964111 (lr=3.0614e-04) (hash(x)=41672829) +5620 train 3.000179 (lr=3.0605e-04) (hash(x)=42778778) +5621 train 3.018226 (lr=3.0596e-04) (hash(x)=41218138) +5622 train 3.003383 (lr=3.0587e-04) (hash(x)=42056780) +5623 train 2.959541 (lr=3.0578e-04) (hash(x)=40621512) +5624 train 3.067945 (lr=3.0569e-04) (hash(x)=41779180) +5625 train 3.139434 (lr=3.0560e-04) (hash(x)=41511023) +5626 train 3.266542 (lr=3.0550e-04) (hash(x)=40602197) +5627 train 3.248986 (lr=3.0541e-04) (hash(x)=38064416) +5628 train 3.223098 (lr=3.0532e-04) (hash(x)=40045820) +5629 train 3.240112 (lr=3.0523e-04) (hash(x)=43557439) +5630 train 3.207459 (lr=3.0514e-04) (hash(x)=40095028) +5631 train 3.367329 (lr=3.0505e-04) (hash(x)=37349828) +5632 train 3.204164 (lr=3.0496e-04) (hash(x)=40037844) +5633 train 3.257286 (lr=3.0487e-04) (hash(x)=41365480) +5634 train 3.264169 (lr=3.0478e-04) (hash(x)=43795204) +5635 train 3.177083 (lr=3.0469e-04) (hash(x)=39791487) +5636 train 3.221469 (lr=3.0460e-04) (hash(x)=41520518) +5637 train 3.283659 (lr=3.0450e-04) (hash(x)=39670838) +5638 train 3.360759 (lr=3.0441e-04) (hash(x)=42126412) +5639 train 3.266335 (lr=3.0432e-04) (hash(x)=32723715) +5640 train 3.319497 (lr=3.0423e-04) (hash(x)=34616629) +5641 train 3.250267 (lr=3.0414e-04) (hash(x)=32773854) +5642 train 3.278907 (lr=3.0405e-04) (hash(x)=36425673) +5643 train 3.315686 (lr=3.0396e-04) (hash(x)=37524155) +5644 train 3.302304 (lr=3.0387e-04) (hash(x)=35359137) +5645 train 3.305213 (lr=3.0378e-04) (hash(x)=37842510) +5646 train 3.350464 (lr=3.0369e-04) (hash(x)=34917826) +5647 train 3.290907 (lr=3.0360e-04) (hash(x)=41866260) +5648 train 3.292305 (lr=3.0350e-04) (hash(x)=44043354) +5649 train 3.255352 (lr=3.0341e-04) (hash(x)=43690789) +5650 train 3.229669 (lr=3.0332e-04) (hash(x)=47660549) +5651 train 3.218465 (lr=3.0323e-04) (hash(x)=38113523) +5652 train 3.250757 (lr=3.0314e-04) (hash(x)=42394560) +5653 train 3.184889 (lr=3.0305e-04) (hash(x)=40179588) +5654 train 3.214393 (lr=3.0296e-04) (hash(x)=40891002) +5655 train 3.210846 (lr=3.0287e-04) (hash(x)=38873301) +5656 train 3.200699 (lr=3.0278e-04) (hash(x)=44364233) +5657 train 3.161089 (lr=3.0269e-04) (hash(x)=39979848) +5658 train 3.189186 (lr=3.0260e-04) (hash(x)=43484671) +5659 train 3.202425 (lr=3.0250e-04) (hash(x)=36678953) +5660 train 3.243751 (lr=3.0241e-04) (hash(x)=35208512) +5661 train 3.196460 (lr=3.0232e-04) (hash(x)=41739702) +5662 train 3.097684 (lr=3.0223e-04) (hash(x)=38989739) +5663 train 2.990229 (lr=3.0214e-04) (hash(x)=39138071) +5664 train 2.972061 (lr=3.0205e-04) (hash(x)=40026092) +5665 train 2.962694 (lr=3.0196e-04) (hash(x)=40027148) +5666 train 3.092751 (lr=3.0187e-04) (hash(x)=32557787) +5667 train 3.019049 (lr=3.0178e-04) (hash(x)=32487941) +5668 train 3.041576 (lr=3.0169e-04) (hash(x)=42959231) +5669 train 2.985056 (lr=3.0160e-04) (hash(x)=46107130) +5670 train 3.014524 (lr=3.0150e-04) (hash(x)=41084780) +5671 train 3.043892 (lr=3.0141e-04) (hash(x)=34723587) +5672 train 3.104077 (lr=3.0132e-04) (hash(x)=39048938) +5673 train 3.051358 (lr=3.0123e-04) (hash(x)=41022511) +5674 train 3.040304 (lr=3.0114e-04) (hash(x)=40158063) +5675 train 3.322106 (lr=3.0105e-04) (hash(x)=39200082) +5676 train 3.284358 (lr=3.0096e-04) (hash(x)=27845107) +5677 train 3.241684 (lr=3.0087e-04) (hash(x)=47560220) +5678 train 3.220433 (lr=3.0078e-04) (hash(x)=38802687) +5679 train 3.295683 (lr=3.0069e-04) (hash(x)=39825399) +5680 train 3.295146 (lr=3.0060e-04) (hash(x)=34126618) +5681 train 3.279526 (lr=3.0051e-04) (hash(x)=38878386) +5682 train 3.308713 (lr=3.0041e-04) (hash(x)=36840741) +5683 train 3.251881 (lr=3.0032e-04) (hash(x)=42789519) +5684 train 3.246415 (lr=3.0023e-04) (hash(x)=46000925) +5685 train 3.335853 (lr=3.0014e-04) (hash(x)=39219463) +5686 train 3.246480 (lr=3.0005e-04) (hash(x)=39350402) +5687 train 3.240114 (lr=2.9996e-04) (hash(x)=37928583) +5688 train 3.250359 (lr=2.9987e-04) (hash(x)=43810306) +5689 train 3.263341 (lr=2.9978e-04) (hash(x)=38749970) +5690 train 3.304685 (lr=2.9969e-04) (hash(x)=40302666) +5691 train 3.266279 (lr=2.9960e-04) (hash(x)=37954405) +5692 train 3.281356 (lr=2.9951e-04) (hash(x)=43113024) +5693 train 3.282259 (lr=2.9942e-04) (hash(x)=35969268) +5694 train 3.269290 (lr=2.9933e-04) (hash(x)=40763129) +5695 train 3.274341 (lr=2.9923e-04) (hash(x)=42482005) +5696 train 3.235943 (lr=2.9914e-04) (hash(x)=47295768) +5697 train 3.275465 (lr=2.9905e-04) (hash(x)=44436878) +5698 train 3.229927 (lr=2.9896e-04) (hash(x)=40941288) +5699 train 3.260956 (lr=2.9887e-04) (hash(x)=53755258) +5700 train 3.234955 (lr=2.9878e-04) (hash(x)=38738257) +5701 train 3.188509 (lr=2.9869e-04) (hash(x)=35681482) +5702 train 3.232090 (lr=2.9860e-04) (hash(x)=37559657) +5703 train 3.188455 (lr=2.9851e-04) (hash(x)=34487869) +5704 train 3.171188 (lr=2.9842e-04) (hash(x)=37072523) +5705 train 3.175370 (lr=2.9833e-04) (hash(x)=37623884) +5706 train 3.161808 (lr=2.9824e-04) (hash(x)=41399169) +5707 train 3.240492 (lr=2.9815e-04) (hash(x)=43671381) +5708 train 3.295452 (lr=2.9806e-04) (hash(x)=40232284) +5709 train 3.226298 (lr=2.9796e-04) (hash(x)=30952966) +5710 train 3.246819 (lr=2.9787e-04) (hash(x)=43468796) +5711 train 3.219700 (lr=2.9778e-04) (hash(x)=31579374) +5712 train 3.051024 (lr=2.9769e-04) (hash(x)=35784404) +5713 train 2.983598 (lr=2.9760e-04) (hash(x)=43999347) +5714 train 2.980208 (lr=2.9751e-04) (hash(x)=34997349) +5715 train 3.067582 (lr=2.9742e-04) (hash(x)=35808270) +5716 train 2.969436 (lr=2.9733e-04) (hash(x)=38284408) +5717 train 2.986047 (lr=2.9724e-04) (hash(x)=39090406) +5718 train 3.076744 (lr=2.9715e-04) (hash(x)=38182080) +5719 train 2.998632 (lr=2.9706e-04) (hash(x)=39147462) +5720 train 2.970001 (lr=2.9697e-04) (hash(x)=36912955) +5721 train 3.013733 (lr=2.9688e-04) (hash(x)=39593015) +5722 train 3.017312 (lr=2.9679e-04) (hash(x)=38225581) +5723 train 3.030755 (lr=2.9669e-04) (hash(x)=40812081) +5724 train 3.092053 (lr=2.9660e-04) (hash(x)=40133938) +5725 train 3.284998 (lr=2.9651e-04) (hash(x)=41696024) +5726 train 3.405113 (lr=2.9642e-04) (hash(x)=43700764) +5727 train 3.278937 (lr=2.9633e-04) (hash(x)=42217856) +5728 train 3.227842 (lr=2.9624e-04) (hash(x)=39235560) +5729 train 3.312861 (lr=2.9615e-04) (hash(x)=36047038) +5730 train 3.278247 (lr=2.9606e-04) (hash(x)=44240107) +5731 train 3.254272 (lr=2.9597e-04) (hash(x)=45498989) +5732 train 3.236442 (lr=2.9588e-04) (hash(x)=37146369) +5733 train 3.273077 (lr=2.9579e-04) (hash(x)=40062881) +5734 train 3.200505 (lr=2.9570e-04) (hash(x)=42340377) +5735 train 3.230772 (lr=2.9561e-04) (hash(x)=45376521) +5736 train 3.190498 (lr=2.9552e-04) (hash(x)=40642962) +5737 train 3.220518 (lr=2.9543e-04) (hash(x)=45856270) +5738 train 3.236876 (lr=2.9534e-04) (hash(x)=37829048) +5739 train 3.283679 (lr=2.9524e-04) (hash(x)=40434689) +5740 train 3.232047 (lr=2.9515e-04) (hash(x)=36916205) +5741 train 3.267983 (lr=2.9506e-04) (hash(x)=39754183) +5742 train 3.226295 (lr=2.9497e-04) (hash(x)=37841097) +5743 train 3.266180 (lr=2.9488e-04) (hash(x)=36290399) +5744 train 3.287747 (lr=2.9479e-04) (hash(x)=42322420) +5745 train 3.270119 (lr=2.9470e-04) (hash(x)=41802421) +5746 train 3.305803 (lr=2.9461e-04) (hash(x)=37687964) +5747 train 3.300382 (lr=2.9452e-04) (hash(x)=38071712) +5748 train 3.280692 (lr=2.9443e-04) (hash(x)=35811382) +5749 train 3.226719 (lr=2.9434e-04) (hash(x)=39963811) +5750 val loss 3.2243 +5750 val perplexity 25.1364 +5750 hella 0.2821 +5750 train 3.226332 (lr=2.9425e-04) (hash(x)=34600614) +5751 train 3.194216 (lr=2.9416e-04) (hash(x)=42751926) +5752 train 3.184284 (lr=2.9407e-04) (hash(x)=40119997) +5753 train 3.160020 (lr=2.9398e-04) (hash(x)=34723296) +5754 train 3.208679 (lr=2.9389e-04) (hash(x)=46056403) +5755 train 3.173785 (lr=2.9380e-04) (hash(x)=39233297) +5756 train 3.261226 (lr=2.9371e-04) (hash(x)=26038879) +5757 train 3.254597 (lr=2.9361e-04) (hash(x)=42826810) +5758 train 3.234271 (lr=2.9352e-04) (hash(x)=32163975) +5759 train 3.245007 (lr=2.9343e-04) (hash(x)=31893619) +5760 train 3.217387 (lr=2.9334e-04) (hash(x)=36654903) +5761 train 3.135902 (lr=2.9325e-04) (hash(x)=37862602) +5762 train 2.999889 (lr=2.9316e-04) (hash(x)=38366755) +5763 train 3.024248 (lr=2.9307e-04) (hash(x)=43220517) +5764 train 2.965426 (lr=2.9298e-04) (hash(x)=40434600) +5765 train 2.996447 (lr=2.9289e-04) (hash(x)=41999714) +5766 train 2.947973 (lr=2.9280e-04) (hash(x)=39120832) +5767 train 2.993480 (lr=2.9271e-04) (hash(x)=43829429) +5768 train 3.057835 (lr=2.9262e-04) (hash(x)=37205562) +5769 train 2.994344 (lr=2.9253e-04) (hash(x)=34657387) +5770 train 3.003134 (lr=2.9244e-04) (hash(x)=41484788) +5771 train 2.967703 (lr=2.9235e-04) (hash(x)=41452225) +5772 train 2.959967 (lr=2.9226e-04) (hash(x)=43618506) +5773 train 3.045291 (lr=2.9217e-04) (hash(x)=37572622) +5774 train 3.204102 (lr=2.9208e-04) (hash(x)=42154936) +5775 train 3.279623 (lr=2.9199e-04) (hash(x)=37922735) +5776 train 3.193310 (lr=2.9190e-04) (hash(x)=40691102) +5777 train 3.281425 (lr=2.9181e-04) (hash(x)=39248835) +5778 train 3.276917 (lr=2.9171e-04) (hash(x)=50989407) +5779 train 3.191360 (lr=2.9162e-04) (hash(x)=41775554) +5780 train 3.206190 (lr=2.9153e-04) (hash(x)=41144642) +5781 train 3.267324 (lr=2.9144e-04) (hash(x)=37592079) +5782 train 3.259469 (lr=2.9135e-04) (hash(x)=41394265) +5783 train 3.273911 (lr=2.9126e-04) (hash(x)=37941192) +5784 train 3.251778 (lr=2.9117e-04) (hash(x)=40198829) +5785 train 3.264279 (lr=2.9108e-04) (hash(x)=36929862) +5786 train 3.288311 (lr=2.9099e-04) (hash(x)=43892562) +5787 train 3.263530 (lr=2.9090e-04) (hash(x)=41330378) +5788 train 3.257841 (lr=2.9081e-04) (hash(x)=37650791) +5789 train 3.264628 (lr=2.9072e-04) (hash(x)=41728460) +5790 train 3.276520 (lr=2.9063e-04) (hash(x)=46177031) +5791 train 3.240797 (lr=2.9054e-04) (hash(x)=40758692) +5792 train 3.331643 (lr=2.9045e-04) (hash(x)=39491800) +5793 train 3.222424 (lr=2.9036e-04) (hash(x)=39963791) +5794 train 3.254502 (lr=2.9027e-04) (hash(x)=39723728) +5795 train 3.284611 (lr=2.9018e-04) (hash(x)=39954349) +5796 train 3.276153 (lr=2.9009e-04) (hash(x)=44933090) +5797 train 3.276843 (lr=2.9000e-04) (hash(x)=39780695) +5798 train 3.257909 (lr=2.8991e-04) (hash(x)=42009337) +5799 train 3.204334 (lr=2.8982e-04) (hash(x)=45683037) +5800 train 3.211943 (lr=2.8973e-04) (hash(x)=34589248) +5801 train 3.237662 (lr=2.8964e-04) (hash(x)=36497657) +5802 train 3.244510 (lr=2.8955e-04) (hash(x)=38689373) +5803 train 3.188502 (lr=2.8946e-04) (hash(x)=40047636) +5804 train 3.201563 (lr=2.8937e-04) (hash(x)=37611456) +5805 train 3.281483 (lr=2.8927e-04) (hash(x)=38619464) +5806 train 3.244646 (lr=2.8918e-04) (hash(x)=38649489) +5807 train 3.192667 (lr=2.8909e-04) (hash(x)=47967441) +5808 train 3.141981 (lr=2.8900e-04) (hash(x)=37058208) +5809 train 3.216818 (lr=2.8891e-04) (hash(x)=42241118) +5810 train 3.205749 (lr=2.8882e-04) (hash(x)=37116840) +5811 train 2.984486 (lr=2.8873e-04) (hash(x)=40424227) +5812 train 2.991155 (lr=2.8864e-04) (hash(x)=38071000) +5813 train 3.023605 (lr=2.8855e-04) (hash(x)=39541181) +5814 train 3.032636 (lr=2.8846e-04) (hash(x)=46993212) +5815 train 2.967592 (lr=2.8837e-04) (hash(x)=41378458) +5816 train 2.997646 (lr=2.8828e-04) (hash(x)=40879985) +5817 train 3.048263 (lr=2.8819e-04) (hash(x)=40023050) +5818 train 2.943906 (lr=2.8810e-04) (hash(x)=43577120) +5819 train 2.993444 (lr=2.8801e-04) (hash(x)=43120405) +5820 train 2.999586 (lr=2.8792e-04) (hash(x)=40792879) +5821 train 3.034290 (lr=2.8783e-04) (hash(x)=40251162) +5822 train 2.993382 (lr=2.8774e-04) (hash(x)=43535976) +5823 train 3.189018 (lr=2.8765e-04) (hash(x)=38050857) +5824 train 3.228265 (lr=2.8756e-04) (hash(x)=39591036) +5825 train 3.247778 (lr=2.8747e-04) (hash(x)=39964733) +5826 train 3.340107 (lr=2.8738e-04) (hash(x)=34077538) +5827 train 3.248859 (lr=2.8729e-04) (hash(x)=34444515) +5828 train 3.306336 (lr=2.8720e-04) (hash(x)=33943286) +5829 train 3.208157 (lr=2.8711e-04) (hash(x)=39399741) +5830 train 3.229567 (lr=2.8702e-04) (hash(x)=32409268) +5831 train 3.264570 (lr=2.8693e-04) (hash(x)=43907369) +5832 train 3.249998 (lr=2.8684e-04) (hash(x)=36960508) +5833 train 3.335994 (lr=2.8675e-04) (hash(x)=44637502) +5834 train 3.247241 (lr=2.8666e-04) (hash(x)=40325277) +5835 train 3.275802 (lr=2.8657e-04) (hash(x)=38323946) +5836 train 3.208503 (lr=2.8648e-04) (hash(x)=49090374) +5837 train 3.294488 (lr=2.8639e-04) (hash(x)=38099783) +5838 train 3.250346 (lr=2.8630e-04) (hash(x)=39503509) +5839 train 3.275967 (lr=2.8621e-04) (hash(x)=52704956) +5840 train 3.285742 (lr=2.8612e-04) (hash(x)=38272113) +5841 train 3.305283 (lr=2.8603e-04) (hash(x)=47235439) +5842 train 3.243192 (lr=2.8594e-04) (hash(x)=44365152) +5843 train 3.283703 (lr=2.8585e-04) (hash(x)=37841147) +5844 train 3.325648 (lr=2.8576e-04) (hash(x)=37352545) +5845 train 3.266585 (lr=2.8567e-04) (hash(x)=33181411) +5846 train 3.278586 (lr=2.8558e-04) (hash(x)=39127602) +5847 train 3.288773 (lr=2.8549e-04) (hash(x)=40269749) +5848 train 3.240434 (lr=2.8540e-04) (hash(x)=33878151) +5849 train 3.216345 (lr=2.8531e-04) (hash(x)=44699070) +5850 train 3.212655 (lr=2.8522e-04) (hash(x)=39270155) +5851 train 3.221310 (lr=2.8513e-04) (hash(x)=41748104) +5852 train 3.205393 (lr=2.8504e-04) (hash(x)=38135276) +5853 train 3.164279 (lr=2.8495e-04) (hash(x)=39296497) +5854 train 3.243176 (lr=2.8486e-04) (hash(x)=34750465) +5855 train 3.218011 (lr=2.8477e-04) (hash(x)=37425294) +5856 train 3.203467 (lr=2.8468e-04) (hash(x)=35077341) +5857 train 3.194861 (lr=2.8459e-04) (hash(x)=42838925) +5858 train 3.216614 (lr=2.8450e-04) (hash(x)=39606068) +5859 train 3.206481 (lr=2.8441e-04) (hash(x)=42170479) +5860 train 3.072784 (lr=2.8432e-04) (hash(x)=39281995) +5861 train 2.994101 (lr=2.8422e-04) (hash(x)=34997745) +5862 train 3.061417 (lr=2.8413e-04) (hash(x)=48026395) +5863 train 3.045713 (lr=2.8404e-04) (hash(x)=42597179) +5864 train 2.941190 (lr=2.8395e-04) (hash(x)=45584832) +5865 train 3.024681 (lr=2.8386e-04) (hash(x)=42719406) +5866 train 3.012467 (lr=2.8377e-04) (hash(x)=40898584) +5867 train 3.007367 (lr=2.8368e-04) (hash(x)=40550003) +5868 train 2.978868 (lr=2.8359e-04) (hash(x)=37491245) +5869 train 3.046834 (lr=2.8350e-04) (hash(x)=26672246) +5870 train 2.997562 (lr=2.8341e-04) (hash(x)=39398378) +5871 train 2.984470 (lr=2.8332e-04) (hash(x)=40284464) +5872 train 3.073347 (lr=2.8323e-04) (hash(x)=39228915) +5873 train 3.232177 (lr=2.8314e-04) (hash(x)=38676869) +5874 train 3.258325 (lr=2.8306e-04) (hash(x)=33256997) +5875 train 3.300944 (lr=2.8297e-04) (hash(x)=38744769) +5876 train 3.265251 (lr=2.8288e-04) (hash(x)=42899666) +5877 train 3.303461 (lr=2.8279e-04) (hash(x)=37980559) 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3.281347 (lr=2.7794e-04) (hash(x)=39588039) +5932 train 3.229433 (lr=2.7785e-04) (hash(x)=47214227) +5933 train 3.327752 (lr=2.7776e-04) (hash(x)=39883095) +5934 train 3.301658 (lr=2.7767e-04) (hash(x)=40304208) +5935 train 3.254851 (lr=2.7758e-04) (hash(x)=42527081) +5936 train 3.286941 (lr=2.7749e-04) (hash(x)=36265546) +5937 train 3.259059 (lr=2.7740e-04) (hash(x)=42758895) +5938 train 3.328843 (lr=2.7731e-04) (hash(x)=36698130) +5939 train 3.226970 (lr=2.7722e-04) (hash(x)=37497198) +5940 train 3.242381 (lr=2.7713e-04) (hash(x)=36946687) +5941 train 3.248319 (lr=2.7704e-04) (hash(x)=40548362) +5942 train 3.320950 (lr=2.7695e-04) (hash(x)=39255110) +5943 train 3.232104 (lr=2.7686e-04) (hash(x)=39935294) +5944 train 3.315285 (lr=2.7677e-04) (hash(x)=44162401) +5945 train 3.258243 (lr=2.7668e-04) (hash(x)=41279521) +5946 train 3.134308 (lr=2.7659e-04) (hash(x)=33778878) +5947 train 3.205232 (lr=2.7650e-04) (hash(x)=43945955) +5948 train 3.208086 (lr=2.7641e-04) (hash(x)=40201655) 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(hash(x)=37717654) +5967 train 2.960717 (lr=2.7471e-04) (hash(x)=43540649) +5968 train 3.018380 (lr=2.7462e-04) (hash(x)=41937204) +5969 train 3.066054 (lr=2.7453e-04) (hash(x)=36894496) +5970 train 3.115800 (lr=2.7444e-04) (hash(x)=40628348) +5971 train 3.247147 (lr=2.7436e-04) (hash(x)=35929884) +5972 train 3.239659 (lr=2.7427e-04) (hash(x)=44724186) +5973 train 3.228480 (lr=2.7418e-04) (hash(x)=39747068) +5974 train 3.248784 (lr=2.7409e-04) (hash(x)=39585276) +5975 train 3.250806 (lr=2.7400e-04) (hash(x)=37371121) +5976 train 3.271146 (lr=2.7391e-04) (hash(x)=42268309) +5977 train 3.251176 (lr=2.7382e-04) (hash(x)=37330832) +5978 train 3.202706 (lr=2.7373e-04) (hash(x)=37305999) +5979 train 3.294507 (lr=2.7364e-04) (hash(x)=40149132) +5980 train 3.199028 (lr=2.7355e-04) (hash(x)=41707261) +5981 train 3.256833 (lr=2.7346e-04) (hash(x)=39363722) +5982 train 3.288419 (lr=2.7337e-04) (hash(x)=32909163) +5983 train 3.244998 (lr=2.7328e-04) (hash(x)=41342399) +5984 train 3.261992 (lr=2.7319e-04) (hash(x)=41861279) +5985 train 3.303359 (lr=2.7310e-04) (hash(x)=39328927) +5986 train 3.251012 (lr=2.7302e-04) (hash(x)=38016110) +5987 train 3.296687 (lr=2.7293e-04) (hash(x)=40163056) +5988 train 3.255327 (lr=2.7284e-04) (hash(x)=44860107) +5989 train 3.200689 (lr=2.7275e-04) (hash(x)=45475788) +5990 train 3.258846 (lr=2.7266e-04) (hash(x)=39096589) +5991 train 3.239679 (lr=2.7257e-04) (hash(x)=44043248) +5992 train 3.265679 (lr=2.7248e-04) (hash(x)=33961579) +5993 train 3.220814 (lr=2.7239e-04) (hash(x)=40632724) +5994 train 3.278801 (lr=2.7230e-04) (hash(x)=37269061) +5995 train 3.163797 (lr=2.7221e-04) (hash(x)=41137154) +5996 train 3.198502 (lr=2.7212e-04) (hash(x)=40090711) +5997 train 3.195789 (lr=2.7203e-04) (hash(x)=49012559) +5998 train 3.230864 (lr=2.7194e-04) (hash(x)=33257245) +5999 train 3.186666 (lr=2.7185e-04) (hash(x)=36691111) +6000 val loss 3.2148 +6000 val perplexity 24.8984 +6000 hella 0.2894 +6000 train 3.243482 (lr=2.7177e-04) (hash(x)=41624666) 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3.191250 (lr=2.5442e-04) (hash(x)=39591139) +6197 train 3.178406 (lr=2.5433e-04) (hash(x)=42064757) +6198 train 3.137626 (lr=2.5425e-04) (hash(x)=39327228) +6199 train 3.134606 (lr=2.5416e-04) (hash(x)=36221734) +6200 train 2.903649 (lr=2.5407e-04) (hash(x)=43620887) +6201 train 3.006068 (lr=2.5398e-04) (hash(x)=41382999) +6202 train 3.013779 (lr=2.5390e-04) (hash(x)=38615543) +6203 train 2.979910 (lr=2.5381e-04) (hash(x)=41294767) +6204 train 2.958883 (lr=2.5372e-04) (hash(x)=42597552) +6205 train 3.031392 (lr=2.5363e-04) (hash(x)=40657616) +6206 train 2.948485 (lr=2.5355e-04) (hash(x)=41357965) +6207 train 3.007028 (lr=2.5346e-04) (hash(x)=38043135) +6208 train 2.982385 (lr=2.5337e-04) (hash(x)=40386648) +6209 train 3.003025 (lr=2.5328e-04) (hash(x)=41638619) +6210 train 2.962497 (lr=2.5320e-04) (hash(x)=41021366) +6211 train 3.011682 (lr=2.5311e-04) (hash(x)=30180937) +6212 train 3.275093 (lr=2.5302e-04) (hash(x)=37679898) +6213 train 3.217769 (lr=2.5293e-04) (hash(x)=36808248) 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(hash(x)=36748501) +6232 train 3.163574 (lr=2.5127e-04) (hash(x)=31018195) +6233 train 3.183049 (lr=2.5118e-04) (hash(x)=40922377) +6234 train 3.204889 (lr=2.5110e-04) (hash(x)=41818154) +6235 train 3.228844 (lr=2.5101e-04) (hash(x)=40466617) +6236 train 3.214015 (lr=2.5092e-04) (hash(x)=34688154) +6237 train 3.174714 (lr=2.5083e-04) (hash(x)=37626397) +6238 train 3.224549 (lr=2.5075e-04) (hash(x)=36958277) +6239 train 3.181179 (lr=2.5066e-04) (hash(x)=42171267) +6240 train 3.126221 (lr=2.5057e-04) (hash(x)=47459046) +6241 train 3.226886 (lr=2.5048e-04) (hash(x)=33134651) +6242 train 3.226620 (lr=2.5040e-04) (hash(x)=37083882) +6243 train 3.228565 (lr=2.5031e-04) (hash(x)=40421532) +6244 train 3.184786 (lr=2.5022e-04) (hash(x)=39762016) +6245 train 3.129139 (lr=2.5014e-04) (hash(x)=36877408) +6246 train 3.215086 (lr=2.5005e-04) (hash(x)=38576414) +6247 train 3.168391 (lr=2.4996e-04) (hash(x)=42217118) +6248 train 3.090154 (lr=2.4987e-04) (hash(x)=41157002) +6249 train 2.939051 (lr=2.4979e-04) (hash(x)=38326496) +6250 val loss 3.2083 +6250 val perplexity 24.7370 +6250 hella 0.2889 +6250 train 3.019709 (lr=2.4970e-04) (hash(x)=27469377) +6251 train 3.007228 (lr=2.4961e-04) (hash(x)=45819521) +6252 train 2.957271 (lr=2.4952e-04) (hash(x)=35520319) +6253 train 2.955166 (lr=2.4944e-04) (hash(x)=40778056) +6254 train 3.053450 (lr=2.4935e-04) (hash(x)=40239897)