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(hash(x)=24364396) +218 train 7.923165 (lr=1.7500e-04) (hash(x)=27986474) +219 train 7.829812 (lr=1.7500e-04) (hash(x)=24473581) +220 train 7.724628 (lr=1.7500e-04) (hash(x)=22974689) +221 train 7.737457 (lr=1.7500e-04) (hash(x)=23774644) +222 train 7.703807 (lr=1.7500e-04) (hash(x)=23245327) +223 train 7.551589 (lr=1.7500e-04) (hash(x)=22091862) +224 train 7.635536 (lr=1.7500e-04) (hash(x)=24362839) +225 train 7.782455 (lr=1.7500e-04) (hash(x)=25482303) +226 train 7.846367 (lr=1.7500e-04) (hash(x)=24911853) +227 train 7.844342 (lr=1.7500e-04) (hash(x)=26018202) +228 train 7.675369 (lr=1.7500e-04) (hash(x)=26124495) +229 train 7.755945 (lr=1.7500e-04) (hash(x)=24560096) +230 train 7.753615 (lr=1.7500e-04) (hash(x)=24695331) +231 train 7.513820 (lr=1.7500e-04) (hash(x)=17430373) +232 train 7.527245 (lr=1.7500e-04) (hash(x)=21813345) +233 train 7.163683 (lr=1.7500e-04) (hash(x)=20098681) +234 train 7.500098 (lr=1.7500e-04) (hash(x)=25095928) +235 train 7.596282 (lr=1.7500e-04) (hash(x)=24078083) +236 train 7.607100 (lr=1.7500e-04) (hash(x)=22901505) +237 train 7.838118 (lr=1.7500e-04) (hash(x)=26595592) +238 train 7.750465 (lr=1.7500e-04) (hash(x)=27663196) +239 train 7.561584 (lr=1.7500e-04) (hash(x)=22954861) +240 train 8.031107 (lr=1.7500e-04) (hash(x)=30159234) +241 train 7.924934 (lr=1.7500e-04) (hash(x)=29294271) +242 train 7.833992 (lr=1.7500e-04) (hash(x)=23728322) +243 train 7.873994 (lr=1.7500e-04) (hash(x)=28695016) +244 train 8.008539 (lr=1.7500e-04) (hash(x)=26702728) +245 train 7.799905 (lr=1.7500e-04) (hash(x)=27100115) +246 train 7.687256 (lr=1.7500e-04) (hash(x)=25082752) +247 train 8.041847 (lr=1.7500e-04) (hash(x)=26671799) +248 train 7.813475 (lr=1.7500e-04) (hash(x)=23718946) +249 train 8.008415 (lr=1.7500e-04) (hash(x)=28137394) +250 val loss 7.7351 +250 val perplexity 2287.2151 +250 train 8.024169 (lr=1.7500e-04) (hash(x)=23893495) +251 train 7.817689 (lr=1.7500e-04) (hash(x)=23166092) +252 train 7.732005 (lr=1.7500e-04) 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(hash(x)=28639079) +271 train 7.527111 (lr=1.7500e-04) (hash(x)=27804380) +272 train 7.706090 (lr=1.7500e-04) (hash(x)=24172235) +273 train 7.789128 (lr=1.7500e-04) (hash(x)=23089140) +274 train 7.985214 (lr=1.7500e-04) (hash(x)=27163701) +275 train 8.100765 (lr=1.7500e-04) (hash(x)=26993263) +276 train 7.794626 (lr=1.7500e-04) (hash(x)=28224233) +277 train 8.101114 (lr=1.7500e-04) (hash(x)=27397203) +278 train 7.983501 (lr=1.7500e-04) (hash(x)=27923882) +279 train 7.836019 (lr=1.7500e-04) (hash(x)=26654908) +280 train 7.723997 (lr=1.7500e-04) (hash(x)=24213147) +281 train 7.500890 (lr=1.7500e-04) (hash(x)=21965022) +282 train 7.705779 (lr=1.7500e-04) (hash(x)=25465685) +283 train 7.907387 (lr=1.7500e-04) (hash(x)=27347722) +284 train 7.879981 (lr=1.7500e-04) (hash(x)=26732050) +285 train 8.043482 (lr=1.7500e-04) (hash(x)=28314127) +286 train 7.618011 (lr=1.7500e-04) (hash(x)=21471186) +287 train 7.617673 (lr=1.7500e-04) (hash(x)=23627518) +288 train 7.644762 (lr=1.7500e-04) (hash(x)=20870353) +289 train 7.702007 (lr=1.7500e-04) (hash(x)=25024764) +290 train 7.473624 (lr=1.7500e-04) (hash(x)=20683822) +291 train 7.762967 (lr=1.7500e-04) (hash(x)=21768671) +292 train 7.816216 (lr=1.7500e-04) (hash(x)=25557309) +293 train 7.973218 (lr=1.7500e-04) (hash(x)=25076667) +294 train 7.574934 (lr=1.7500e-04) (hash(x)=23765822) +295 train 7.513617 (lr=1.7500e-04) (hash(x)=21889990) +296 train 7.771343 (lr=1.7500e-04) (hash(x)=26339893) +297 train 7.467603 (lr=1.7500e-04) (hash(x)=20932794) +298 train 7.628098 (lr=1.7500e-04) (hash(x)=21750070) +299 train 7.818983 (lr=1.7500e-04) (hash(x)=23665838) +300 val loss 7.6902 +300 val perplexity 2186.7854 +300 train 8.570319 (lr=1.7500e-04) (hash(x)=32888061) +301 train 8.316605 (lr=1.7500e-04) (hash(x)=30223582) +302 train 8.009499 (lr=1.7500e-04) (hash(x)=26908418) +303 train 7.372932 (lr=1.7500e-04) (hash(x)=22528001) +304 train 7.938481 (lr=1.7500e-04) (hash(x)=27452187) +305 train 7.710806 (lr=1.7500e-04) 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(hash(x)=21875928) +395 train 7.756864 (lr=1.7500e-04) (hash(x)=26233189) +396 train 7.546364 (lr=1.7500e-04) (hash(x)=24321467) +397 train 7.809430 (lr=1.7500e-04) (hash(x)=26431507) +398 train 7.872879 (lr=1.7500e-04) (hash(x)=28690877) +399 train 7.816089 (lr=1.7500e-04) (hash(x)=26431960) +400 val loss 7.6628 +400 val perplexity 2127.7114 +400 train 7.567267 (lr=1.7500e-04) (hash(x)=24580300) +401 train 7.625693 (lr=1.7500e-04) (hash(x)=25112360) +402 train 7.743886 (lr=1.7500e-04) (hash(x)=27597243) +403 train 8.259861 (lr=1.7500e-04) (hash(x)=30707498) +404 train 7.895440 (lr=1.7500e-04) (hash(x)=28485465) +405 train 7.532773 (lr=1.7500e-04) (hash(x)=22586447) +406 train 7.631537 (lr=1.7500e-04) (hash(x)=23175270) +407 train 7.736182 (lr=1.7500e-04) (hash(x)=25716176) +408 train 7.825736 (lr=1.7500e-04) (hash(x)=26861373) +409 train 7.872145 (lr=1.7500e-04) (hash(x)=25118971) +410 train 7.335716 (lr=1.7500e-04) (hash(x)=19829066) +411 train 7.570381 (lr=1.7500e-04) 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(lr=1.7500e-04) (hash(x)=27183405) +943 train 7.425237 (lr=1.7500e-04) (hash(x)=26540663) +944 train 7.383017 (lr=1.7500e-04) (hash(x)=25718393) +945 train 7.551792 (lr=1.7500e-04) (hash(x)=26819462) +946 train 7.544807 (lr=1.7500e-04) (hash(x)=27427540) +947 train 7.508064 (lr=1.7500e-04) (hash(x)=25532657) +948 train 7.760105 (lr=1.7500e-04) (hash(x)=27641372) +949 train 7.444099 (lr=1.7500e-04) (hash(x)=26515570) +950 val loss 7.5079 +950 val perplexity 1822.4412 +950 train 7.660165 (lr=1.7500e-04) (hash(x)=26911957) +951 train 7.823630 (lr=1.7500e-04) (hash(x)=25856625) +952 train 7.378730 (lr=1.7500e-04) (hash(x)=25219129) +953 train 7.322380 (lr=1.7500e-04) (hash(x)=25260471) +954 train 7.761862 (lr=1.7500e-04) (hash(x)=29373370) +955 train 7.274406 (lr=1.7500e-04) (hash(x)=23437426) +956 train 7.649829 (lr=1.7500e-04) (hash(x)=23769521) +957 train 7.657126 (lr=1.7500e-04) (hash(x)=25961833) +958 train 7.361841 (lr=1.7500e-04) (hash(x)=23582666) +959 train 7.435750 (lr=1.7500e-04) (hash(x)=23164356) +960 train 7.394073 (lr=1.7500e-04) (hash(x)=24443114) +961 train 7.478508 (lr=1.7500e-04) (hash(x)=25052665) +962 train 7.657127 (lr=1.7500e-04) (hash(x)=27802272) +963 train 7.442145 (lr=1.7500e-04) (hash(x)=25957896) +964 train 7.520303 (lr=1.7500e-04) (hash(x)=26737251) +965 train 7.654680 (lr=1.7500e-04) (hash(x)=24723263) +966 train 7.579171 (lr=1.7500e-04) (hash(x)=24707011) +967 train 7.574436 (lr=1.7500e-04) (hash(x)=25646282) +968 train 7.599442 (lr=1.7500e-04) (hash(x)=27544665) +969 train 7.516928 (lr=1.7500e-04) (hash(x)=25851993) +970 train 7.795043 (lr=1.7500e-04) (hash(x)=29059700) +971 train 7.548184 (lr=1.7500e-04) (hash(x)=21513584) +972 train 7.251518 (lr=1.7500e-04) (hash(x)=23151267) +973 train 7.581198 (lr=1.7500e-04) (hash(x)=26017176) +974 train 7.599863 (lr=1.7500e-04) (hash(x)=26979518) +975 train 7.570424 (lr=1.7500e-04) (hash(x)=23843233) +976 train 7.773777 (lr=1.7500e-04) (hash(x)=24193010) +977 train 7.481378 (lr=1.7500e-04) (hash(x)=21476847) +978 train 7.347324 (lr=1.7500e-04) (hash(x)=21366504) +979 train 7.359254 (lr=1.7500e-04) (hash(x)=23226697) +980 train 7.132512 (lr=1.7500e-04) (hash(x)=19961773) +981 train 6.980962 (lr=1.7500e-04) (hash(x)=19772969) +982 train 7.331520 (lr=1.7500e-04) (hash(x)=23110142) +983 train 7.616759 (lr=1.7500e-04) (hash(x)=24506028) +984 train 7.627427 (lr=1.7500e-04) (hash(x)=25480731) +985 train 7.453876 (lr=1.7500e-04) (hash(x)=21077417) +986 train 7.446555 (lr=1.7500e-04) (hash(x)=23686713) +987 train 7.502399 (lr=1.7500e-04) (hash(x)=26024321) +988 train 7.590517 (lr=1.7500e-04) (hash(x)=27424109) +989 train 7.707562 (lr=1.7500e-04) (hash(x)=27786174) +990 train 7.494556 (lr=1.7500e-04) (hash(x)=25232502) +991 train 7.508090 (lr=1.7500e-04) (hash(x)=22781277) +992 train 7.589316 (lr=1.7500e-04) (hash(x)=26184527) +993 train 7.580641 (lr=1.7500e-04) (hash(x)=24459895) +994 train 7.539104 (lr=1.7500e-04) (hash(x)=25244624) +995 train 7.644746 (lr=1.7500e-04) (hash(x)=24451843) +996 train 7.652210 (lr=1.7500e-04) (hash(x)=22129897) +997 train 7.429176 (lr=1.7500e-04) (hash(x)=21116390) +998 train 7.274578 (lr=1.7500e-04) (hash(x)=20650070) +999 train 7.571774 (lr=1.7500e-04) (hash(x)=24948650) +1000 val loss 7.5199 +1000 val perplexity 1844.4714 +1000 train 7.506952 (lr=1.7500e-04) (hash(x)=25444553) +1001 train 7.486335 (lr=1.7500e-04) (hash(x)=25617781) +1002 train 7.387709 (lr=1.7500e-04) (hash(x)=23862434) +1003 train 7.417745 (lr=1.7500e-04) (hash(x)=25559534) +1004 train 7.636383 (lr=1.7500e-04) (hash(x)=26577585) +1005 train 7.502277 (lr=1.7500e-04) (hash(x)=25546274) +1006 train 7.517840 (lr=1.7500e-04) (hash(x)=26284202) +1007 train 7.596117 (lr=1.7500e-04) (hash(x)=26373991) +1008 train 7.488083 (lr=1.7500e-04) (hash(x)=24612851) +1009 train 7.584564 (lr=1.7500e-04) (hash(x)=26410662) +1010 train 7.607347 (lr=1.7500e-04) (hash(x)=23824841) +1011 train 7.922279 (lr=1.7500e-04) (hash(x)=27756673) +1012 train 7.641951 (lr=1.7500e-04) (hash(x)=25427447) +1013 train 7.647348 (lr=1.7500e-04) (hash(x)=23661686) +1014 train 7.540622 (lr=1.7500e-04) (hash(x)=25129504) +1015 train 7.479480 (lr=1.7500e-04) (hash(x)=23402396) +1016 train 7.732249 (lr=1.7500e-04) (hash(x)=26145557) +1017 train 7.459367 (lr=1.7500e-04) (hash(x)=26547918) +1018 train 7.573627 (lr=1.7500e-04) (hash(x)=26653070) +1019 train 7.596518 (lr=1.7500e-04) (hash(x)=28250354) +1020 train 7.543065 (lr=1.7500e-04) (hash(x)=25437401) +1021 train 7.619430 (lr=1.7500e-04) (hash(x)=25598861) +1022 train 7.448082 (lr=1.7500e-04) (hash(x)=24572587) +1023 train 7.416577 (lr=1.7500e-04) (hash(x)=21562133) +1024 train 7.867046 (lr=1.7500e-04) (hash(x)=27718876) +1025 train 7.461923 (lr=1.7500e-04) (hash(x)=25312391) +1026 train 7.539691 (lr=1.7500e-04) (hash(x)=26579535) +1027 train 7.769363 (lr=1.7500e-04) (hash(x)=27253861) +1028 train 7.667905 (lr=1.7500e-04) (hash(x)=28451867) +1029 train 7.411729 (lr=1.7500e-04) (hash(x)=26795921) +1030 train 7.560852 (lr=1.7500e-04) (hash(x)=26147208) +1031 train 7.572621 (lr=1.7500e-04) (hash(x)=25009210) +1032 train 7.515377 (lr=1.7500e-04) (hash(x)=25213771) +1033 train 7.431012 (lr=1.7500e-04) (hash(x)=26254538) +1034 train 7.469224 (lr=1.7500e-04) (hash(x)=25565614) +1035 train 7.299574 (lr=1.7500e-04) (hash(x)=23052577) +1036 train 8.078948 (lr=1.7500e-04) (hash(x)=29630613) +1037 train 7.319509 (lr=1.7500e-04) (hash(x)=23667224) +1038 train 7.438213 (lr=1.7500e-04) (hash(x)=25740670) +1039 train 7.526273 (lr=1.7500e-04) (hash(x)=27161811) +1040 train 7.672102 (lr=1.7500e-04) (hash(x)=26385663) +1041 train 7.336690 (lr=1.7500e-04) (hash(x)=26313522) +1042 train 7.438928 (lr=1.7500e-04) (hash(x)=26814686) +1043 train 7.609024 (lr=1.7500e-04) (hash(x)=27302459) +1044 train 7.898672 (lr=1.7500e-04) (hash(x)=26758132) +1045 train 7.538799 (lr=1.7500e-04) (hash(x)=26837963) +1046 train 7.339511 (lr=1.7500e-04) (hash(x)=22089547) +1047 train 7.795095 (lr=1.7500e-04) (hash(x)=29515100) +1048 train 7.486111 (lr=1.7500e-04) (hash(x)=25471442) +1049 train 7.441813 (lr=1.7500e-04) (hash(x)=26674478) +1050 val loss 7.4723 +1050 val perplexity 1758.6814 +1050 train 7.429803 (lr=1.7500e-04) (hash(x)=25373386) +1051 train 7.471640 (lr=1.7500e-04) (hash(x)=25318001) +1052 train 7.646350 (lr=1.7500e-04) (hash(x)=27255021) +1053 train 7.546658 (lr=1.7500e-04) (hash(x)=25174043) +1054 train 7.299867 (lr=1.7500e-04) (hash(x)=23857597) +1055 train 7.568802 (lr=1.7500e-04) (hash(x)=25305929) +1056 train 7.618903 (lr=1.7500e-04) (hash(x)=27009246) +1057 train 7.638496 (lr=1.7500e-04) (hash(x)=26175477) +1058 train 7.307814 (lr=1.7500e-04) (hash(x)=22700025) +1059 train 7.427034 (lr=1.7500e-04) (hash(x)=24339043) +1060 train 7.292609 (lr=1.7500e-04) (hash(x)=22139900) +1061 train 8.105711 (lr=1.7500e-04) (hash(x)=25412772) +1062 train 7.546890 (lr=1.7500e-04) (hash(x)=27020849) +1063 train 7.445802 (lr=1.7500e-04) (hash(x)=26808543) +1064 train 7.247568 (lr=1.7500e-04) (hash(x)=23061527) +1065 train 7.477474 (lr=1.7500e-04) (hash(x)=24738650) +1066 train 7.315681 (lr=1.7500e-04) (hash(x)=24036715) +1067 train 7.384760 (lr=1.7500e-04) (hash(x)=25763991) +1068 train 7.655763 (lr=1.7500e-04) (hash(x)=27393753) +1069 train 7.735170 (lr=1.7500e-04) (hash(x)=28182190) +1070 train 7.364941 (lr=1.7500e-04) (hash(x)=23358569) +1071 train 7.583389 (lr=1.7500e-04) (hash(x)=25669509) +1072 train 7.663931 (lr=1.7500e-04) (hash(x)=29139024) +1073 train 7.607674 (lr=1.7500e-04) (hash(x)=25616522) +1074 train 7.447522 (lr=1.7500e-04) (hash(x)=25695789) +1075 train 7.688420 (lr=1.7500e-04) (hash(x)=27676869) +1076 train 7.526970 (lr=1.7500e-04) (hash(x)=25952695) +1077 train 7.552041 (lr=1.7500e-04) (hash(x)=26316170) +1078 train 7.420153 (lr=1.7500e-04) (hash(x)=24081867) +1079 train 7.588436 (lr=1.7500e-04) (hash(x)=28435805) +1080 train 7.521536 (lr=1.7500e-04) (hash(x)=23375063) +1081 train 7.508411 (lr=1.7500e-04) (hash(x)=26869022) +1082 train 7.396581 (lr=1.7500e-04) (hash(x)=25793007) +1083 train 7.344261 (lr=1.7500e-04) (hash(x)=23455211) +1084 train 7.370103 (lr=1.7500e-04) (hash(x)=20441501) +1085 train 7.768585 (lr=1.7500e-04) (hash(x)=29321187) +1086 train 7.917218 (lr=1.7500e-04) (hash(x)=32627505) +1087 train 7.409460 (lr=1.7500e-04) (hash(x)=26482758) +1088 train 7.269301 (lr=1.7500e-04) (hash(x)=21431511) +1089 train 7.491008 (lr=1.7500e-04) (hash(x)=26046639) +1090 train 7.584157 (lr=1.7500e-04) (hash(x)=27464841) +1091 train 7.438500 (lr=1.7500e-04) (hash(x)=27068280) +1092 train 7.334723 (lr=1.7500e-04) (hash(x)=23119133) +1093 train 7.515189 (lr=1.7500e-04) (hash(x)=26782091) +1094 train 7.540951 (lr=1.7500e-04) (hash(x)=26265326) +1095 train 7.573943 (lr=1.7500e-04) (hash(x)=24929929) +1096 train 7.421955 (lr=1.7500e-04) (hash(x)=23158628) +1097 train 7.522734 (lr=1.7500e-04) (hash(x)=25950541) +1098 train 7.340145 (lr=1.7500e-04) (hash(x)=22093912) +1099 train 7.494690 (lr=1.7500e-04) (hash(x)=25373676) +1100 val loss 7.4906 +1100 val perplexity 1791.1240 +1100 train 7.279447 (lr=1.7500e-04) (hash(x)=18986670) +1101 train 7.771168 (lr=1.7500e-04) (hash(x)=27283187) +1102 train 7.549400 (lr=1.7500e-04) (hash(x)=25474743) +1103 train 7.399747 (lr=1.7500e-04) (hash(x)=25043037) +1104 train 7.367375 (lr=1.7500e-04) (hash(x)=23156261) +1105 train 7.757586 (lr=1.7500e-04) (hash(x)=27027534) +1106 train 7.402657 (lr=1.7500e-04) (hash(x)=22733630) +1107 train 7.648471 (lr=1.7500e-04) (hash(x)=27906976) +1108 train 7.596752 (lr=1.7500e-04) (hash(x)=27848655) +1109 train 7.532459 (lr=1.7500e-04) (hash(x)=23889709) +1110 train 8.514007 (lr=1.7500e-04) (hash(x)=33189918) +1111 train 8.061568 (lr=1.7500e-04) (hash(x)=29151257) +1112 train 7.802616 (lr=1.7500e-04) (hash(x)=23881512) +1113 train 7.474486 (lr=1.7500e-04) (hash(x)=21307974) +1114 train 7.537019 (lr=1.7500e-04) (hash(x)=25264524) +1115 train 7.640832 (lr=1.7500e-04) (hash(x)=26405613) +1116 train 7.342232 (lr=1.7500e-04) (hash(x)=21918678) +1117 train 7.345761 (lr=1.7500e-04) (hash(x)=24233887) +1118 train 7.006743 (lr=1.7500e-04) (hash(x)=19490509) +1119 train 7.597914 (lr=1.7500e-04) (hash(x)=26400365) +1120 train 7.827051 (lr=1.7500e-04) (hash(x)=28572086) +1121 train 7.321867 (lr=1.7500e-04) (hash(x)=22293114) +1122 train 7.427765 (lr=1.7500e-04) (hash(x)=26845479) +1123 train 7.349022 (lr=1.7500e-04) (hash(x)=23971905) +1124 train 7.559911 (lr=1.7500e-04) (hash(x)=25639959) +1125 train 7.168224 (lr=1.7500e-04) (hash(x)=20076502) +1126 train 7.548983 (lr=1.7500e-04) (hash(x)=25089255) +1127 train 7.416946 (lr=1.7500e-04) (hash(x)=24098812) +1128 train 7.452818 (lr=1.7500e-04) (hash(x)=23493707) +1129 train 7.687100 (lr=1.7500e-04) (hash(x)=27610410) +1130 train 7.460418 (lr=1.7500e-04) (hash(x)=24540186) +1131 train 7.713083 (lr=1.7500e-04) (hash(x)=29402976) +1132 train 7.372550 (lr=1.7500e-04) (hash(x)=23776025) +1133 train 7.161777 (lr=1.7500e-04) (hash(x)=19032564) +1134 train 7.669318 (lr=1.7500e-04) (hash(x)=26921117) +1135 train 7.293192 (lr=1.7500e-04) (hash(x)=20967666) +1136 train 7.310018 (lr=1.7500e-04) (hash(x)=23394540) +1137 train 7.332633 (lr=1.7500e-04) (hash(x)=22666342) +1138 train 7.480953 (lr=1.7500e-04) (hash(x)=23482498) +1139 train 7.561684 (lr=1.7500e-04) (hash(x)=24287610) +1140 train 7.589600 (lr=1.7500e-04) (hash(x)=24512831) +1141 train 7.873554 (lr=1.7500e-04) (hash(x)=28637634) +1142 train 8.083681 (lr=1.7500e-04) (hash(x)=24107127) +1143 train 7.702854 (lr=1.7500e-04) (hash(x)=28667963) +1144 train 7.604862 (lr=1.7500e-04) (hash(x)=26302492) +1145 train 7.596797 (lr=1.7500e-04) (hash(x)=23621685) +1146 train 7.343779 (lr=1.7500e-04) (hash(x)=23997414) +1147 train 7.448129 (lr=1.7500e-04) (hash(x)=25974316) +1148 train 7.414606 (lr=1.7500e-04) (hash(x)=23464988) +1149 train 7.484648 (lr=1.7500e-04) (hash(x)=24487710) +1150 val loss 7.4964 +1150 val perplexity 1801.6008 +1150 train 7.745590 (lr=1.7500e-04) (hash(x)=29610350) +1151 train 7.844020 (lr=1.7500e-04) (hash(x)=27083417) +1152 train 7.261456 (lr=1.7500e-04) (hash(x)=20666288) +1153 train 7.270632 (lr=1.7500e-04) (hash(x)=22850633) +1154 train 7.469635 (lr=1.7500e-04) (hash(x)=24741872) +1155 train 7.834350 (lr=1.7500e-04) (hash(x)=28605205) +1156 train 7.318882 (lr=1.7500e-04) (hash(x)=22624463) +1157 train 7.530351 (lr=1.7500e-04) (hash(x)=24786468) +1158 train 7.319505 (lr=1.7500e-04) (hash(x)=21365399) +1159 train 7.505727 (lr=1.7500e-04) (hash(x)=23649001) +1160 train 7.602464 (lr=1.7500e-04) (hash(x)=28203982) +1161 train 7.494171 (lr=1.7500e-04) (hash(x)=26473994) +1162 train 7.151031 (lr=1.7500e-04) (hash(x)=19476441) +1163 train 7.509679 (lr=1.7500e-04) (hash(x)=25921700) +1164 train 7.383191 (lr=1.7500e-04) (hash(x)=23064343) +1165 train 7.512703 (lr=1.7500e-04) (hash(x)=24117626) +1166 train 7.374557 (lr=1.7500e-04) (hash(x)=21764556) +1167 train 8.251824 (lr=1.7500e-04) (hash(x)=31338300) +1168 train 7.788048 (lr=1.7500e-04) (hash(x)=27443187) +1169 train 7.232686 (lr=1.7500e-04) (hash(x)=21337692) +1170 train 7.739845 (lr=1.7500e-04) (hash(x)=27845383) +1171 train 7.537538 (lr=1.7500e-04) (hash(x)=23862328) +1172 train 7.647935 (lr=1.7500e-04) (hash(x)=23811014) +1173 train 7.626427 (lr=1.7500e-04) (hash(x)=24380098) +1174 train 7.456151 (lr=1.7500e-04) (hash(x)=22351136) +1175 train 7.631547 (lr=1.7500e-04) (hash(x)=30603174) +1176 train 7.671659 (lr=1.7500e-04) (hash(x)=27924596) +1177 train 7.959012 (lr=1.7500e-04) (hash(x)=30882548) +1178 train 7.519006 (lr=1.7500e-04) (hash(x)=22339464) +1179 train 7.350168 (lr=1.7500e-04) (hash(x)=23603806) +1180 train 7.666220 (lr=1.7500e-04) (hash(x)=24809041) +1181 train 7.517025 (lr=1.7500e-04) (hash(x)=24382442) +1182 train 7.516824 (lr=1.7500e-04) (hash(x)=23134077) +1183 train 7.546009 (lr=1.7500e-04) (hash(x)=24830965) +1184 train 7.596739 (lr=1.7500e-04) (hash(x)=25527259) +1185 train 7.624536 (lr=1.7500e-04) (hash(x)=25547480) +1186 train 7.507211 (lr=1.7500e-04) (hash(x)=24424314) 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7.508504 (lr=1.7500e-04) (hash(x)=23593875) +1240 train 7.477202 (lr=1.7500e-04) (hash(x)=22659030) +1241 train 7.535240 (lr=1.7500e-04) (hash(x)=25117733) +1242 train 7.477601 (lr=1.7500e-04) (hash(x)=22322808) +1243 train 7.479547 (lr=1.7500e-04) (hash(x)=26059735) +1244 train 7.457944 (lr=1.7500e-04) (hash(x)=22485526) +1245 train 7.357541 (lr=1.7500e-04) (hash(x)=23028679) +1246 train 7.371168 (lr=1.7500e-04) (hash(x)=22906035) +1247 train 7.273118 (lr=1.7500e-04) (hash(x)=22414190) +1248 train 7.547779 (lr=1.7500e-04) (hash(x)=26229624) +1249 train 7.322215 (lr=1.7500e-04) (hash(x)=22223137) +1250 val loss 7.4865 +1250 val perplexity 1783.7745 +1250 train 7.604916 (lr=1.7500e-04) (hash(x)=24911520) +1251 train 7.704541 (lr=1.7500e-04) (hash(x)=24204591) +1252 train 7.322173 (lr=1.7500e-04) (hash(x)=24379601) +1253 train 7.315109 (lr=1.7500e-04) (hash(x)=22922475) +1254 train 7.363935 (lr=1.7500e-04) (hash(x)=23426249) +1255 train 7.640060 (lr=1.7500e-04) (hash(x)=26758114) +1256 train 7.303871 (lr=1.7500e-04) (hash(x)=24027111) +1257 train 7.453714 (lr=1.7500e-04) (hash(x)=25358064) +1258 train 7.347864 (lr=1.7500e-04) (hash(x)=22571285) +1259 train 7.701633 (lr=1.7500e-04) (hash(x)=20084233) +1260 train 7.544248 (lr=1.7500e-04) (hash(x)=18786581) +1261 train 7.517577 (lr=1.7500e-04) (hash(x)=26395104) +1262 train 7.393697 (lr=1.7500e-04) (hash(x)=24212567) +1263 train 7.234899 (lr=1.7500e-04) (hash(x)=21563184) +1264 train 7.459901 (lr=1.7500e-04) (hash(x)=26490150) +1265 train 7.571645 (lr=1.7500e-04) (hash(x)=25207694) +1266 train 7.386275 (lr=1.7500e-04) (hash(x)=23914544) +1267 train 7.381069 (lr=1.7500e-04) (hash(x)=23861489) +1268 train 7.864677 (lr=1.7500e-04) (hash(x)=30714540) +1269 train 7.375780 (lr=1.7500e-04) (hash(x)=23471007) +1270 train 7.396273 (lr=1.7500e-04) (hash(x)=23244293) +1271 train 7.285045 (lr=1.7500e-04) (hash(x)=19218470) +1272 train 7.623754 (lr=1.7500e-04) (hash(x)=26965136) +1273 train 7.366010 (lr=1.7500e-04) 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(lr=1.7500e-04) (hash(x)=26302626) +1292 train 7.710602 (lr=1.7500e-04) (hash(x)=25479111) +1293 train 7.829950 (lr=1.7500e-04) (hash(x)=24749682) +1294 train 7.487563 (lr=1.7500e-04) (hash(x)=24111393) +1295 train 7.212953 (lr=1.7500e-04) (hash(x)=17851621) +1296 train 7.509624 (lr=1.7500e-04) (hash(x)=26463070) +1297 train 7.546993 (lr=1.7500e-04) (hash(x)=25620741) +1298 train 8.138852 (lr=1.7500e-04) (hash(x)=28225676) +1299 train 7.976804 (lr=1.7500e-04) (hash(x)=27028191) +1300 val loss 7.5590 +1300 val perplexity 1917.8389 +1300 train 7.653738 (lr=1.7500e-04) (hash(x)=29006516) +1301 train 7.730836 (lr=1.7500e-04) (hash(x)=27590299) +1302 train 7.873037 (lr=1.7500e-04) (hash(x)=28678983) +1303 train 7.719550 (lr=1.7500e-04) (hash(x)=25183690) +1304 train 7.250408 (lr=1.7500e-04) (hash(x)=19918097) +1305 train 8.074605 (lr=1.7500e-04) (hash(x)=31114252) +1306 train 8.022084 (lr=1.7500e-04) (hash(x)=30913255) +1307 train 7.608087 (lr=1.7500e-04) (hash(x)=26182243) +1308 train 7.839577 (lr=1.7500e-04) (hash(x)=27420668) +1309 train 8.025752 (lr=1.7500e-04) (hash(x)=30419908) +1310 train 7.896015 (lr=1.7500e-04) (hash(x)=29002281) +1311 train 7.621093 (lr=1.7500e-04) (hash(x)=27040642) +1312 train 7.510429 (lr=1.7500e-04) (hash(x)=26929300) +1313 train 7.613121 (lr=1.7500e-04) (hash(x)=26240761) +1314 train 7.622175 (lr=1.7500e-04) (hash(x)=27161876) +1315 train 7.463375 (lr=1.7500e-04) (hash(x)=24489607) +1316 train 7.803197 (lr=1.7500e-04) (hash(x)=27040115) +1317 train 7.505884 (lr=1.7500e-04) (hash(x)=25012872) +1318 train 7.161412 (lr=1.7500e-04) (hash(x)=20894720) +1319 train 7.238986 (lr=1.7500e-04) (hash(x)=22183303) +1320 train 7.575227 (lr=1.7500e-04) (hash(x)=26291778) +1321 train 7.624385 (lr=1.7500e-04) (hash(x)=27682633) +1322 train 7.419528 (lr=1.7500e-04) (hash(x)=26490892) +1323 train 7.826982 (lr=1.7500e-04) (hash(x)=28844646) +1324 train 8.142092 (lr=1.7500e-04) (hash(x)=29545304) +1325 train 8.232341 (lr=1.7500e-04) (hash(x)=31082070) 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(hash(x)=25951629) +1344 train 7.820107 (lr=1.7500e-04) (hash(x)=28743135) +1345 train 7.983228 (lr=1.7500e-04) (hash(x)=28557663) +1346 train 7.344808 (lr=1.7500e-04) (hash(x)=22642751) +1347 train 7.294710 (lr=1.7500e-04) (hash(x)=23462798) +1348 train 7.203245 (lr=1.7500e-04) (hash(x)=24292328) +1349 train 7.529722 (lr=1.7500e-04) (hash(x)=27320280) +1350 val loss 7.5182 +1350 val perplexity 1841.2551 +1350 train 7.711459 (lr=1.7500e-04) (hash(x)=27352812) +1351 train 7.557125 (lr=1.7500e-04) (hash(x)=22408682) +1352 train 7.473849 (lr=1.7500e-04) (hash(x)=23144732) +1353 train 7.335050 (lr=1.7500e-04) (hash(x)=22230799) +1354 train 7.745978 (lr=1.7500e-04) (hash(x)=29747687) +1355 train 7.931879 (lr=1.7500e-04) (hash(x)=31317970) +1356 train 7.163262 (lr=1.7500e-04) (hash(x)=20131758) +1357 train 7.522125 (lr=1.7500e-04) (hash(x)=24020983) +1358 train 7.391425 (lr=1.7500e-04) (hash(x)=23998051) +1359 train 7.465294 (lr=1.7500e-04) (hash(x)=27633457) +1360 train 7.211481 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7.579278 (lr=1.7500e-04) (hash(x)=25318823) +1379 train 7.373689 (lr=1.7500e-04) (hash(x)=22694623) +1380 train 7.466336 (lr=1.7500e-04) (hash(x)=23743406) +1381 train 7.719359 (lr=1.7500e-04) (hash(x)=30820846) +1382 train 8.211349 (lr=1.7500e-04) (hash(x)=34639557) +1383 train 8.093946 (lr=1.7500e-04) (hash(x)=35895440) +1384 train 7.550836 (lr=1.7500e-04) (hash(x)=26304839) +1385 train 7.673191 (lr=1.7500e-04) (hash(x)=27058657) +1386 train 7.628704 (lr=1.7500e-04) (hash(x)=25209529) +1387 train 7.516843 (lr=1.7500e-04) (hash(x)=24298886) +1388 train 7.642532 (lr=1.7500e-04) (hash(x)=26200200) +1389 train 7.592248 (lr=1.7500e-04) (hash(x)=27303061) +1390 train 7.654006 (lr=1.7500e-04) (hash(x)=26531628) +1391 train 7.673209 (lr=1.7500e-04) (hash(x)=25888847) +1392 train 7.774950 (lr=1.7500e-04) (hash(x)=28924067) +1393 train 7.327063 (lr=1.7500e-04) (hash(x)=21267641) +1394 train 7.803041 (lr=1.7500e-04) (hash(x)=29419156) +1395 train 7.983083 (lr=1.7500e-04) (hash(x)=30860646) +1396 train 7.558628 (lr=1.7500e-04) (hash(x)=25744434) +1397 train 7.556531 (lr=1.7500e-04) (hash(x)=26881837) +1398 train 7.535165 (lr=1.7500e-04) (hash(x)=26676176) +1399 train 7.744485 (lr=1.7500e-04) (hash(x)=26518800) +1400 val loss 7.5356 +1400 val perplexity 1873.5461 +1400 train 7.481688 (lr=1.7500e-04) (hash(x)=25043238) +1401 train 7.739124 (lr=1.7500e-04) (hash(x)=25863277) +1402 train 7.375050 (lr=1.7500e-04) (hash(x)=24073623) +1403 train 7.449853 (lr=1.7500e-04) (hash(x)=25385523) +1404 train 7.524617 (lr=1.7500e-04) (hash(x)=24958112) +1405 train 7.404687 (lr=1.7500e-04) (hash(x)=23362519) +1406 train 7.703089 (lr=1.7500e-04) (hash(x)=29262616) +1407 train 8.172202 (lr=1.7500e-04) (hash(x)=37519283) +1408 train 8.342295 (lr=1.7500e-04) (hash(x)=33716930) +1409 train 7.557904 (lr=1.7500e-04) (hash(x)=23392584) +1410 train 7.898431 (lr=1.7500e-04) (hash(x)=22877779) +1411 train 8.162930 (lr=1.7500e-04) (hash(x)=20564397) +1412 train 7.738971 (lr=1.7500e-04) (hash(x)=24366235) +1413 train 7.676440 (lr=1.7500e-04) (hash(x)=27065499) +1414 train 7.550068 (lr=1.7500e-04) (hash(x)=26844114) +1415 train 7.651024 (lr=1.7500e-04) (hash(x)=25141945) +1416 train 7.847023 (lr=1.7500e-04) (hash(x)=28813116) +1417 train 7.654254 (lr=1.7500e-04) (hash(x)=25466598) +1418 train 7.496834 (lr=1.7500e-04) (hash(x)=22800032) +1419 train 7.555269 (lr=1.7500e-04) (hash(x)=22717866) +1420 train 8.073495 (lr=1.7500e-04) (hash(x)=28040763) +1421 train 8.185252 (lr=1.7500e-04) (hash(x)=29648992) +1422 train 8.175704 (lr=1.7500e-04) (hash(x)=31747228) +1423 train 7.613159 (lr=1.7500e-04) (hash(x)=28527939) +1424 train 7.508181 (lr=1.7500e-04) (hash(x)=21563992) +1425 train 7.441743 (lr=1.7500e-04) (hash(x)=25134784) +1426 train 7.642604 (lr=1.7500e-04) (hash(x)=28442823) +1427 train 8.239934 (lr=1.7500e-04) (hash(x)=32757059) +1428 train 7.406415 (lr=1.7500e-04) (hash(x)=24110500) +1429 train 7.502385 (lr=1.7500e-04) (hash(x)=24145729) +1430 train 7.578768 (lr=1.7500e-04) (hash(x)=23541086) +1431 train 7.425103 (lr=1.7500e-04) (hash(x)=21942471) +1432 train 7.551221 (lr=1.7500e-04) (hash(x)=24736836) +1433 train 7.696529 (lr=1.7500e-04) (hash(x)=25325444) +1434 train 7.673180 (lr=1.7500e-04) (hash(x)=25188954) +1435 train 8.173994 (lr=1.7500e-04) (hash(x)=24247339) +1436 train 7.643867 (lr=1.7500e-04) (hash(x)=23773363) +1437 train 7.430873 (lr=1.7500e-04) (hash(x)=24142989) +1438 train 7.407558 (lr=1.7500e-04) (hash(x)=24226952) +1439 train 7.637748 (lr=1.7500e-04) (hash(x)=24955630) +1440 train 7.594618 (lr=1.7500e-04) (hash(x)=24563233) +1441 train 7.678048 (lr=1.7500e-04) (hash(x)=25491335) +1442 train 7.992754 (lr=1.7500e-04) (hash(x)=33253763) +1443 train 7.425046 (lr=1.7500e-04) (hash(x)=21368780) +1444 train 7.520076 (lr=1.7500e-04) (hash(x)=26615500) +1445 train 7.732036 (lr=1.7500e-04) (hash(x)=27146278) +1446 train 7.611393 (lr=1.7500e-04) (hash(x)=25904861) +1447 train 7.434765 (lr=1.7500e-04) (hash(x)=25541230) +1448 train 7.629617 (lr=1.7500e-04) (hash(x)=25434227) +1449 train 7.564098 (lr=1.7500e-04) (hash(x)=25375355) +1450 val loss 7.5507 +1450 val perplexity 1902.0668 +1450 train 7.311604 (lr=1.7500e-04) (hash(x)=21921129) +1451 train 7.355371 (lr=1.7500e-04) (hash(x)=23098806) +1452 train 7.398436 (lr=1.7500e-04) (hash(x)=22000544) +1453 train 7.312735 (lr=1.7500e-04) (hash(x)=22061174) +1454 train 7.416240 (lr=1.7500e-04) (hash(x)=24326286) +1455 train 7.477475 (lr=1.7500e-04) (hash(x)=23501481) +1456 train 7.685533 (lr=1.7500e-04) (hash(x)=26397938) +1457 train 7.609415 (lr=1.7500e-04) (hash(x)=24656430) +1458 train 7.315113 (lr=1.7500e-04) (hash(x)=23494971) +1459 train 7.370366 (lr=1.7500e-04) (hash(x)=23802681) +1460 train 7.356975 (lr=1.7500e-04) (hash(x)=21990153) +1461 train 7.445688 (lr=1.7500e-04) (hash(x)=23496118) +1462 train 7.435449 (lr=1.7500e-04) (hash(x)=24233822) +1463 train 7.758987 (lr=1.7500e-04) (hash(x)=22754988) +1464 train 7.427277 (lr=1.7500e-04) (hash(x)=23116635) +1465 train 7.208067 (lr=1.7500e-04) (hash(x)=21461650) +1466 train 7.327631 (lr=1.7500e-04) (hash(x)=22274473) +1467 train 7.399467 (lr=1.7500e-04) (hash(x)=22183009) +1468 train 7.577986 (lr=1.7500e-04) (hash(x)=24972441) +1469 train 7.410083 (lr=1.7500e-04) (hash(x)=22300616) +1470 train 7.176174 (lr=1.7500e-04) (hash(x)=21443060) +1471 train 7.410625 (lr=1.7500e-04) (hash(x)=23475070) +1472 train 7.303183 (lr=1.7500e-04) (hash(x)=22316810) +1473 train 7.747608 (lr=1.7500e-04) (hash(x)=24508407) +1474 train 7.736615 (lr=1.7500e-04) (hash(x)=24603557) +1475 train 7.415463 (lr=1.7500e-04) (hash(x)=23359061) +1476 train 7.479932 (lr=1.7500e-04) (hash(x)=22950844) +1477 train 7.498915 (lr=1.7500e-04) (hash(x)=22588667) +1478 train 7.636925 (lr=1.7500e-04) (hash(x)=26083526) +1479 train 7.548339 (lr=1.7500e-04) (hash(x)=23609959) +1480 train 7.560164 (lr=1.7500e-04) (hash(x)=24088171) +1481 train 7.603360 (lr=1.7500e-04) (hash(x)=25394852) +1482 train 7.522122 (lr=1.7500e-04) (hash(x)=24503040) +1483 train 7.274628 (lr=1.7500e-04) (hash(x)=22408449) +1484 train 7.551832 (lr=1.7500e-04) (hash(x)=25069325) +1485 train 7.535638 (lr=1.7500e-04) (hash(x)=26947398) +1486 train 6.918313 (lr=1.7500e-04) (hash(x)=17527161) +1487 train 7.414447 (lr=1.7500e-04) (hash(x)=23441847) +1488 train 7.463792 (lr=1.7500e-04) (hash(x)=25592861) +1489 train 7.358464 (lr=1.7500e-04) (hash(x)=23101350) +1490 train 7.364244 (lr=1.7500e-04) (hash(x)=24201380) +1491 train 7.432804 (lr=1.7500e-04) (hash(x)=23676365) +1492 train 7.511467 (lr=1.7500e-04) (hash(x)=26668088) +1493 train 7.641609 (lr=1.7500e-04) (hash(x)=26488811) +1494 train 7.600672 (lr=1.7500e-04) (hash(x)=27248109) +1495 train 7.629787 (lr=1.7500e-04) (hash(x)=23096292) +1496 train 7.567614 (lr=1.7500e-04) (hash(x)=22101981) +1497 train 7.678191 (lr=1.7500e-04) (hash(x)=24512380) +1498 train 7.512207 (lr=1.7500e-04) (hash(x)=25367738) +1499 train 7.525900 (lr=1.7500e-04) (hash(x)=27706294) +1500 val loss 7.5009 +1500 val perplexity 1809.6898 +1500 train 7.607092 (lr=1.7500e-04) (hash(x)=24154026) +1501 train 7.348525 (lr=1.7500e-04) (hash(x)=21892472) +1502 train 7.414429 (lr=1.7500e-04) (hash(x)=23662543) +1503 train 7.488378 (lr=1.7500e-04) (hash(x)=26171093) +1504 train 7.502678 (lr=1.7500e-04) (hash(x)=25974292) +1505 train 7.372665 (lr=1.7500e-04) (hash(x)=23191101) +1506 train 7.585594 (lr=1.7500e-04) (hash(x)=26498861) +1507 train 8.095629 (lr=1.7500e-04) (hash(x)=34946941) +1508 train 7.739143 (lr=1.7500e-04) (hash(x)=25442719) +1509 train 7.569134 (lr=1.7500e-04) (hash(x)=25569942) +1510 train 7.323929 (lr=1.7500e-04) (hash(x)=21265828) +1511 train 7.202388 (lr=1.7500e-04) (hash(x)=20060838) +1512 train 7.372821 (lr=1.7500e-04) (hash(x)=22588251) +1513 train 7.340177 (lr=1.7500e-04) (hash(x)=24581020) +1514 train 7.334470 (lr=1.7500e-04) (hash(x)=21882493) +1515 train 7.300958 (lr=1.7500e-04) (hash(x)=21591702) +1516 train 7.283624 (lr=1.7500e-04) (hash(x)=19813285) +1517 train 7.394801 (lr=1.7500e-04) (hash(x)=21870012) +1518 train 7.476471 (lr=1.7500e-04) (hash(x)=26895498) +1519 train 7.490598 (lr=1.7500e-04) (hash(x)=25451055) +1520 train 7.556786 (lr=1.7500e-04) (hash(x)=25395865) +1521 train 7.013361 (lr=1.7500e-04) (hash(x)=18989695) +1522 train 6.879539 (lr=1.7500e-04) (hash(x)=17040678) +1523 train 6.988098 (lr=1.7500e-04) (hash(x)=18691455) +1524 train 7.129083 (lr=1.7500e-04) (hash(x)=19017167) +1525 train 7.419825 (lr=1.7500e-04) (hash(x)=22406503) +1526 train 7.584862 (lr=1.7500e-04) (hash(x)=23036138) +1527 train 7.454147 (lr=1.7500e-04) (hash(x)=24934792) +1528 train 7.516043 (lr=1.7500e-04) (hash(x)=22843127) +1529 train 7.461411 (lr=1.7500e-04) (hash(x)=24249677) +1530 train 7.326212 (lr=1.7500e-04) (hash(x)=23318555) +1531 train 7.329662 (lr=1.7500e-04) (hash(x)=23864361) +1532 train 7.264337 (lr=1.7500e-04) (hash(x)=20242060) +1533 train 7.427824 (lr=1.7500e-04) (hash(x)=21549554) +1534 train 7.285066 (lr=1.7500e-04) (hash(x)=21642024) +1535 train 7.790422 (lr=1.7500e-04) (hash(x)=25367597) +1536 train 7.958768 (lr=1.7500e-04) (hash(x)=27224144) +1537 train 7.498048 (lr=1.7500e-04) (hash(x)=24409290) +1538 train 7.599395 (lr=1.7500e-04) (hash(x)=24987180) +1539 train 7.505249 (lr=1.7500e-04) (hash(x)=27016702) +1540 train 7.755731 (lr=1.7500e-04) (hash(x)=25819636) +1541 train 7.690700 (lr=1.7500e-04) (hash(x)=25520453) +1542 train 7.436860 (lr=1.7500e-04) (hash(x)=23580496) +1543 train 7.653009 (lr=1.7500e-04) (hash(x)=25022148) +1544 train 7.659062 (lr=1.7500e-04) (hash(x)=25447327) +1545 train 7.651701 (lr=1.7500e-04) (hash(x)=25010319) +1546 train 7.535147 (lr=1.7500e-04) (hash(x)=25511777) +1547 train 7.562280 (lr=1.7500e-04) (hash(x)=24459012) +1548 train 7.569323 (lr=1.7500e-04) (hash(x)=25082785) +1549 train 7.669545 (lr=1.7500e-04) (hash(x)=26528670) +1550 val loss 7.5927 +1550 val perplexity 1983.5732 +1550 train 7.589553 (lr=1.7500e-04) (hash(x)=26684367) +1551 train 7.555707 (lr=1.7500e-04) (hash(x)=25431365) +1552 train 7.540294 (lr=1.7500e-04) (hash(x)=24802747) +1553 train 7.358167 (lr=1.7500e-04) (hash(x)=24229522) +1554 train 7.571534 (lr=1.7500e-04) (hash(x)=24757176) +1555 train 7.665006 (lr=1.7500e-04) (hash(x)=25958785) +1556 train 7.690452 (lr=1.7500e-04) (hash(x)=26810735) +1557 train 7.356922 (lr=1.7500e-04) (hash(x)=22882640) +1558 train 7.834796 (lr=1.7500e-04) (hash(x)=27220057) +1559 train 8.071795 (lr=1.7500e-04) (hash(x)=29307788) +1560 train 7.528385 (lr=1.7500e-04) (hash(x)=25214030) +1561 train 7.370133 (lr=1.7500e-04) (hash(x)=23167825) +1562 train 7.465192 (lr=1.7500e-04) (hash(x)=24658511) +1563 train 7.606171 (lr=1.7500e-04) (hash(x)=24965435) +1564 train 7.391028 (lr=1.7500e-04) (hash(x)=23620579) +1565 train 7.328163 (lr=1.7500e-04) (hash(x)=23772949) +1566 train 7.478101 (lr=1.7500e-04) (hash(x)=23807939) +1567 train 7.691705 (lr=1.7500e-04) (hash(x)=25651929) +1568 train 7.645241 (lr=1.7500e-04) (hash(x)=25549933) +1569 train 7.356379 (lr=1.7500e-04) (hash(x)=23146724) +1570 train 7.461881 (lr=1.7500e-04) (hash(x)=24099275) +1571 train 7.689480 (lr=1.7500e-04) (hash(x)=28451031) +1572 train 7.694596 (lr=1.7500e-04) (hash(x)=25488511) +1573 train 7.450294 (lr=1.7500e-04) (hash(x)=23796771) +1574 train 7.505377 (lr=1.7500e-04) (hash(x)=22642764) +1575 train 7.619911 (lr=1.7500e-04) (hash(x)=26312387) +1576 train 7.409598 (lr=1.7500e-04) (hash(x)=22486223) +1577 train 7.421687 (lr=1.7500e-04) (hash(x)=21257377) +1578 train 7.559353 (lr=1.7500e-04) (hash(x)=24328365) +1579 train 7.621065 (lr=1.7500e-04) (hash(x)=25326650) +1580 train 7.593126 (lr=1.7500e-04) (hash(x)=26484837) +1581 train 7.380342 (lr=1.7500e-04) (hash(x)=24605603) +1582 train 7.534173 (lr=1.7500e-04) (hash(x)=24668537) +1583 train 7.367603 (lr=1.7500e-04) (hash(x)=23804913) +1584 train 7.669425 (lr=1.7500e-04) (hash(x)=23615391) +1585 train 7.626871 (lr=1.7500e-04) (hash(x)=24322926) +1586 train 7.430789 (lr=1.7500e-04) (hash(x)=19753104) +1587 train 7.816228 (lr=1.7500e-04) (hash(x)=25537529) +1588 train 7.291187 (lr=1.7500e-04) (hash(x)=22835476) +1589 train 7.427573 (lr=1.7500e-04) (hash(x)=25707197) +1590 train 7.437539 (lr=1.7500e-04) (hash(x)=24191203) +1591 train 7.692873 (lr=1.7500e-04) (hash(x)=26115519) +1592 train 7.599124 (lr=1.7500e-04) (hash(x)=25781547) +1593 train 7.410355 (lr=1.7500e-04) (hash(x)=24850654) +1594 train 7.327003 (lr=1.7500e-04) (hash(x)=23300928) +1595 train 7.579534 (lr=1.7500e-04) (hash(x)=25494804) +1596 train 7.641052 (lr=1.7500e-04) (hash(x)=28169410) +1597 train 7.367888 (lr=1.7500e-04) (hash(x)=21972022) +1598 train 7.911296 (lr=1.7500e-04) (hash(x)=27687290) +1599 train 7.688448 (lr=1.7500e-04) (hash(x)=23210747) +1600 val loss 7.5632 +1600 val perplexity 1925.9189 +1600 train 7.671993 (lr=1.7500e-04) (hash(x)=20362758) +1601 train 7.428653 (lr=1.7500e-04) (hash(x)=17064773) +1602 train 7.478174 (lr=1.7500e-04) (hash(x)=17173694) +1603 train 7.511690 (lr=1.7500e-04) (hash(x)=15717069) +1604 train 7.598978 (lr=1.7500e-04) (hash(x)=15117973) +1605 train 7.453466 (lr=1.7500e-04) (hash(x)=16189636) +1606 train 7.391202 (lr=1.7500e-04) (hash(x)=16552095) +1607 train 7.298217 (lr=1.7500e-04) (hash(x)=18463712) +1608 train 7.472632 (lr=1.7500e-04) (hash(x)=17572155) +1609 train 7.458141 (lr=1.7500e-04) (hash(x)=19970072) +1610 train 7.490096 (lr=1.7500e-04) (hash(x)=20463871) +1611 train 7.578754 (lr=1.7500e-04) (hash(x)=20705573) +1612 train 7.429149 (lr=1.7500e-04) (hash(x)=24441646) +1613 train 7.607530 (lr=1.7500e-04) (hash(x)=22913147) +1614 train 7.708715 (lr=1.7500e-04) (hash(x)=23081598) +1615 train 7.463985 (lr=1.7500e-04) (hash(x)=23245699) +1616 train 7.448419 (lr=1.7500e-04) (hash(x)=23003072) +1617 train 7.749889 (lr=1.7500e-04) (hash(x)=27121904) +1618 train 7.466039 (lr=1.7500e-04) (hash(x)=25092305) +1619 train 7.509973 (lr=1.7500e-04) (hash(x)=23444521) +1620 train 7.509992 (lr=1.7500e-04) (hash(x)=22130531) +1621 train 7.319971 (lr=1.7500e-04) (hash(x)=20917937) +1622 train 7.401402 (lr=1.7500e-04) (hash(x)=22526838) +1623 train 7.529002 (lr=1.7500e-04) (hash(x)=21770300) +1624 train 8.613144 (lr=1.7500e-04) (hash(x)=22333537) +1625 train 8.663872 (lr=1.7500e-04) (hash(x)=24642519) +1626 train 7.838079 (lr=1.7500e-04) (hash(x)=25199038) +1627 train 7.589093 (lr=1.7500e-04) (hash(x)=23334569) +1628 train 7.482004 (lr=1.7500e-04) (hash(x)=23785360) +1629 train 7.131529 (lr=1.7500e-04) (hash(x)=21796200) +1630 train 7.200023 (lr=1.7500e-04) (hash(x)=22389081) +1631 train 7.493245 (lr=1.7500e-04) (hash(x)=25387532) +1632 train 7.059925 (lr=1.7500e-04) (hash(x)=17247578) +1633 train 7.445491 (lr=1.7500e-04) (hash(x)=22203733) +1634 train 7.623335 (lr=1.7500e-04) (hash(x)=24387455) +1635 train 8.130694 (lr=1.7500e-04) (hash(x)=29466743) +1636 train 7.528066 (lr=1.7500e-04) (hash(x)=25354152) +1637 train 7.565631 (lr=1.7500e-04) (hash(x)=21756102) +1638 train 7.515600 (lr=1.7500e-04) (hash(x)=23544029) +1639 train 7.635658 (lr=1.7500e-04) (hash(x)=27718703) +1640 train 7.639580 (lr=1.7500e-04) (hash(x)=25697138) +1641 train 7.486699 (lr=1.7500e-04) (hash(x)=22978681) +1642 train 8.028094 (lr=1.7500e-04) (hash(x)=29527067) +1643 train 7.152135 (lr=1.7500e-04) (hash(x)=17631973) +1644 train 7.537998 (lr=1.7500e-04) (hash(x)=24860172) +1645 train 7.859673 (lr=1.7500e-04) (hash(x)=27947891) +1646 train 7.576686 (lr=1.7500e-04) (hash(x)=23819556) +1647 train 7.615944 (lr=1.7500e-04) (hash(x)=27661052) +1648 train 7.380231 (lr=1.7500e-04) (hash(x)=23014209) +1649 train 7.334771 (lr=1.7500e-04) (hash(x)=23061452) +1650 val loss 7.5633 +1650 val perplexity 1926.2845 +1650 train 7.397121 (lr=1.7500e-04) (hash(x)=21949051) +1651 train 7.452358 (lr=1.7500e-04) (hash(x)=22244096) +1652 train 7.484499 (lr=1.7500e-04) (hash(x)=25997585) +1653 train 7.529583 (lr=1.7500e-04) (hash(x)=25389713) +1654 train 7.470138 (lr=1.7500e-04) (hash(x)=24390520) +1655 train 7.713306 (lr=1.7500e-04) (hash(x)=26538928) +1656 train 7.642891 (lr=1.7500e-04) (hash(x)=28708088) +1657 train 7.784570 (lr=1.7500e-04) (hash(x)=25685569) +1658 train 7.291384 (lr=1.7500e-04) (hash(x)=22163531) +1659 train 7.502707 (lr=1.7500e-04) (hash(x)=26256802) +1660 train 7.934762 (lr=1.7500e-04) (hash(x)=30016026) +1661 train 7.522773 (lr=1.7500e-04) (hash(x)=24412323) +1662 train 7.609571 (lr=1.7500e-04) (hash(x)=24722307) +1663 train 7.444768 (lr=1.7500e-04) (hash(x)=21772654) +1664 train 7.396095 (lr=1.7500e-04) (hash(x)=24984527) +1665 train 7.498077 (lr=1.7500e-04) (hash(x)=25456825) +1666 train 7.836179 (lr=1.7500e-04) (hash(x)=24383976) +1667 train 7.802521 (lr=1.7500e-04) (hash(x)=25026277) +1668 train 7.749290 (lr=1.7500e-04) (hash(x)=28121715) +1669 train 7.733507 (lr=1.7500e-04) (hash(x)=26855439) +1670 train 7.824112 (lr=1.7500e-04) (hash(x)=33370924) +1671 train 7.655470 (lr=1.7500e-04) (hash(x)=26263254) +1672 train 8.120662 (lr=1.7500e-04) (hash(x)=29958158) +1673 train 7.363901 (lr=1.7500e-04) (hash(x)=21917396) +1674 train 7.546602 (lr=1.7500e-04) (hash(x)=24196295) +1675 train 7.591686 (lr=1.7500e-04) (hash(x)=24726314) +1676 train 7.419114 (lr=1.7500e-04) (hash(x)=22137742) +1677 train 7.509080 (lr=1.7500e-04) (hash(x)=24375100) +1678 train 7.456262 (lr=1.7500e-04) (hash(x)=23965039) +1679 train 7.470917 (lr=1.7500e-04) (hash(x)=23552356) +1680 train 7.481163 (lr=1.7500e-04) (hash(x)=26136969) +1681 train 7.752727 (lr=1.7500e-04) (hash(x)=25343112) +1682 train 7.379578 (lr=1.7500e-04) (hash(x)=22831508) +1683 train 7.648403 (lr=1.7500e-04) (hash(x)=26699819) +1684 train 7.784015 (lr=1.7500e-04) (hash(x)=25435504) +1685 train 7.898849 (lr=1.7500e-04) (hash(x)=25218858) +1686 train 8.478255 (lr=1.7500e-04) (hash(x)=25664448) +1687 train 7.592114 (lr=1.7500e-04) (hash(x)=22707141) +1688 train 7.779361 (lr=1.7500e-04) (hash(x)=28001383) +1689 train 8.006930 (lr=1.7500e-04) (hash(x)=29168269) +1690 train 7.950030 (lr=1.7500e-04) (hash(x)=29637522) +1691 train 7.953032 (lr=1.7500e-04) (hash(x)=25676149) +1692 train 7.427988 (lr=1.7500e-04) (hash(x)=20919831) +1693 train 7.601517 (lr=1.7500e-04) (hash(x)=24324401) +1694 train 7.672227 (lr=1.7500e-04) (hash(x)=26862625) +1695 train 8.079787 (lr=1.7500e-04) (hash(x)=34234481) +1696 train 7.678077 (lr=1.7500e-04) (hash(x)=27415195) +1697 train 7.467220 (lr=1.7500e-04) (hash(x)=24511386) +1698 train 7.612418 (lr=1.7500e-04) (hash(x)=26904299) +1699 train 7.478275 (lr=1.7500e-04) (hash(x)=25401624) +1700 val loss 7.5588 +1700 val perplexity 1917.5664 +1700 train 7.531554 (lr=1.7500e-04) (hash(x)=26498489) +1701 train 7.492439 (lr=1.7500e-04) (hash(x)=22340685) +1702 train 7.605466 (lr=1.7500e-04) (hash(x)=26396757) +1703 train 8.169460 (lr=1.7500e-04) (hash(x)=35008670) +1704 train 7.942017 (lr=1.7500e-04) (hash(x)=31782020) +1705 train 7.827019 (lr=1.7500e-04) (hash(x)=29662286) +1706 train 7.997844 (lr=1.7500e-04) (hash(x)=34215782) +1707 train 7.467176 (lr=1.7500e-04) (hash(x)=25682280) +1708 train 7.676571 (lr=1.7500e-04) (hash(x)=27109048) +1709 train 7.749263 (lr=1.7500e-04) (hash(x)=27686498) +1710 train 7.513999 (lr=1.7500e-04) (hash(x)=24247565) +1711 train 7.529938 (lr=1.7500e-04) (hash(x)=25891543) +1712 train 7.693574 (lr=1.7500e-04) (hash(x)=26436778) +1713 train 7.324179 (lr=1.7500e-04) (hash(x)=22538881) +1714 train 7.303937 (lr=1.7500e-04) (hash(x)=21993512) +1715 train 7.745530 (lr=1.7500e-04) (hash(x)=25962407) +1716 train 7.580404 (lr=1.7500e-04) (hash(x)=24130284) +1717 train 7.425168 (lr=1.7500e-04) (hash(x)=24819073) +1718 train 7.294976 (lr=1.7500e-04) (hash(x)=23496648) +1719 train 7.343239 (lr=1.7500e-04) (hash(x)=21971224) +1720 train 7.242644 (lr=1.7500e-04) (hash(x)=21498081) +1721 train 7.299298 (lr=1.7500e-04) (hash(x)=20951317) +1722 train 7.786850 (lr=1.7500e-04) (hash(x)=28848134) +1723 train 7.808549 (lr=1.7500e-04) (hash(x)=30838142) +1724 train 7.744933 (lr=1.7500e-04) (hash(x)=28844392) +1725 train 7.395432 (lr=1.7500e-04) (hash(x)=23102419) +1726 train 7.465721 (lr=1.7500e-04) (hash(x)=22374479) +1727 train 7.719954 (lr=1.7500e-04) (hash(x)=27312186) +1728 train 8.083056 (lr=1.7500e-04) (hash(x)=34362559) +1729 train 7.911022 (lr=1.7500e-04) (hash(x)=30920030) +1730 train 7.315701 (lr=1.7500e-04) (hash(x)=23684126) +1731 train 7.532031 (lr=1.7500e-04) (hash(x)=23657081) +1732 train 7.755540 (lr=1.7500e-04) (hash(x)=28463299) +1733 train 8.053160 (lr=1.7500e-04) (hash(x)=35351214) +1734 train 7.616296 (lr=1.7500e-04) (hash(x)=28855662) +1735 train 7.124388 (lr=1.7500e-04) (hash(x)=22163749) +1736 train 7.175209 (lr=1.7500e-04) (hash(x)=22024585) +1737 train 7.389046 (lr=1.7500e-04) (hash(x)=24629160) +1738 train 7.471693 (lr=1.7500e-04) (hash(x)=25220941) +1739 train 7.425253 (lr=1.7500e-04) (hash(x)=24829818) +1740 train 7.754129 (lr=1.7500e-04) (hash(x)=28453898) +1741 train 7.711243 (lr=1.7500e-04) (hash(x)=25424550) +1742 train 7.418369 (lr=1.7500e-04) (hash(x)=23437814) +1743 train 7.487596 (lr=1.7500e-04) (hash(x)=25942888) +1744 train 7.465600 (lr=1.7500e-04) (hash(x)=24503801) +1745 train 7.761865 (lr=1.7500e-04) (hash(x)=26418501) +1746 train 7.648319 (lr=1.7500e-04) (hash(x)=27177691) +1747 train 7.360553 (lr=1.7500e-04) (hash(x)=23785671) +1748 train 7.782249 (lr=1.7500e-04) (hash(x)=27362772) +1749 train 7.511708 (lr=1.7500e-04) (hash(x)=25097859) +1750 val loss 7.5277 +1750 val perplexity 1858.7632 +1750 train 7.462611 (lr=1.7500e-04) (hash(x)=24662466) +1751 train 7.431139 (lr=1.7500e-04) (hash(x)=25493916) +1752 train 7.506505 (lr=1.7500e-04) (hash(x)=24655868) +1753 train 7.766310 (lr=1.7500e-04) (hash(x)=19819210) +1754 train 7.361775 (lr=1.7500e-04) (hash(x)=21377155) +1755 train 8.142657 (lr=1.7500e-04) (hash(x)=28618702) +1756 train 8.056270 (lr=1.7500e-04) (hash(x)=27324953) +1757 train 7.786096 (lr=1.7500e-04) (hash(x)=29707907) +1758 train 7.585530 (lr=1.7500e-04) (hash(x)=24485921) +1759 train 7.679359 (lr=1.7500e-04) (hash(x)=24289951) +1760 train 7.385119 (lr=1.7500e-04) (hash(x)=22496716) +1761 train 7.533826 (lr=1.7500e-04) (hash(x)=25147026) +1762 train 7.613098 (lr=1.7500e-04) (hash(x)=26851828) +1763 train 7.543944 (lr=1.7500e-04) (hash(x)=26331486) +1764 train 7.387801 (lr=1.7500e-04) (hash(x)=24383054) +1765 train 7.654270 (lr=1.7500e-04) (hash(x)=25885126) +1766 train 7.542250 (lr=1.7500e-04) (hash(x)=25848470) +1767 train 7.368387 (lr=1.7500e-04) (hash(x)=23648671) +1768 train 7.351612 (lr=1.7500e-04) (hash(x)=23168674) +1769 train 7.201492 (lr=1.7500e-04) (hash(x)=20252079) +1770 train 7.410888 (lr=1.7500e-04) (hash(x)=23914287) +1771 train 7.726689 (lr=1.7500e-04) (hash(x)=27292797) +1772 train 6.895994 (lr=1.7500e-04) (hash(x)=16175151) +1773 train 7.045830 (lr=1.7500e-04) (hash(x)=18317379) +1774 train 7.437215 (lr=1.7500e-04) (hash(x)=24464271) +1775 train 7.404639 (lr=1.7500e-04) (hash(x)=24992055) +1776 train 8.027343 (lr=1.7500e-04) (hash(x)=26032451) +1777 train 7.796220 (lr=1.7500e-04) (hash(x)=24734221) +1778 train 7.761589 (lr=1.7500e-04) (hash(x)=25413430) +1779 train 7.665639 (lr=1.7500e-04) (hash(x)=24398330) +1780 train 7.492079 (lr=1.7500e-04) (hash(x)=24568049) +1781 train 7.401729 (lr=1.7500e-04) (hash(x)=23573984) +1782 train 7.636047 (lr=1.7500e-04) (hash(x)=27338410) +1783 train 7.583403 (lr=1.7500e-04) (hash(x)=26005549) +1784 train 7.409668 (lr=1.7500e-04) (hash(x)=24332331) +1785 train 7.271268 (lr=1.7500e-04) (hash(x)=22583878) +1786 train 7.406986 (lr=1.7500e-04) (hash(x)=24599113) +1787 train 7.921710 (lr=1.7500e-04) (hash(x)=30259737) +1788 train 7.655908 (lr=1.7500e-04) (hash(x)=26504237) +1789 train 7.499683 (lr=1.7500e-04) (hash(x)=25196470) +1790 train 7.403205 (lr=1.7500e-04) (hash(x)=23607871) +1791 train 7.331845 (lr=1.7500e-04) (hash(x)=21046554) +1792 train 7.594574 (lr=1.7500e-04) (hash(x)=27285635) +1793 train 7.548473 (lr=1.7500e-04) (hash(x)=25454371) +1794 train 7.602306 (lr=1.7500e-04) (hash(x)=26486575) +1795 train 7.103563 (lr=1.7500e-04) (hash(x)=18773877) +1796 train 7.235836 (lr=1.7500e-04) (hash(x)=22506761) +1797 train 7.502779 (lr=1.7500e-04) (hash(x)=24645168) +1798 train 7.567173 (lr=1.7500e-04) (hash(x)=25046236) +1799 train 7.658537 (lr=1.7500e-04) (hash(x)=26321539) +1800 val loss 7.4896 +1800 val perplexity 1789.3699 +1800 train 7.437378 (lr=1.7500e-04) (hash(x)=24602494) +1801 train 7.593124 (lr=1.7500e-04) (hash(x)=25722713) +1802 train 7.372173 (lr=1.7500e-04) (hash(x)=23711219) +1803 train 7.489315 (lr=1.7500e-04) (hash(x)=22850804) +1804 train 7.703443 (lr=1.7500e-04) (hash(x)=25829388) +1805 train 7.359028 (lr=1.7500e-04) (hash(x)=22503524) +1806 train 7.632637 (lr=1.7500e-04) (hash(x)=26669453) +1807 train 7.556537 (lr=1.7500e-04) (hash(x)=27807872) +1808 train 7.587135 (lr=1.7500e-04) (hash(x)=23543560) +1809 train 7.711507 (lr=1.7500e-04) (hash(x)=25845590) +1810 train 7.503220 (lr=1.7500e-04) (hash(x)=23026635) +1811 train 7.471437 (lr=1.7500e-04) (hash(x)=25545137) +1812 train 7.986782 (lr=1.7500e-04) (hash(x)=27746841) +1813 train 7.358449 (lr=1.7500e-04) (hash(x)=25471231) +1814 train 7.541152 (lr=1.7500e-04) (hash(x)=24333204) +1815 train 7.342585 (lr=1.7500e-04) (hash(x)=21555364) +1816 train 7.543550 (lr=1.7500e-04) (hash(x)=26317977) +1817 train 7.598663 (lr=1.7500e-04) (hash(x)=24474988) +1818 train 7.285276 (lr=1.7500e-04) (hash(x)=21975953) +1819 train 7.848650 (lr=1.7500e-04) (hash(x)=27243798) +1820 train 7.487410 (lr=1.7500e-04) (hash(x)=25097367) +1821 train 7.413953 (lr=1.7500e-04) (hash(x)=24419085) +1822 train 7.372375 (lr=1.7500e-04) (hash(x)=23058837) +1823 train 7.534585 (lr=1.7500e-04) (hash(x)=26325324) +1824 train 7.235888 (lr=1.7500e-04) (hash(x)=20581023) +1825 train 7.602026 (lr=1.7500e-04) (hash(x)=24822111) +1826 train 7.317920 (lr=1.7500e-04) (hash(x)=24336304) +1827 train 7.451435 (lr=1.7500e-04) (hash(x)=26228728) +1828 train 7.594499 (lr=1.7500e-04) (hash(x)=26445781) +1829 train 7.703781 (lr=1.7500e-04) (hash(x)=24707042) +1830 train 7.991042 (lr=1.7500e-04) (hash(x)=27882744) 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(hash(x)=28280878) +1849 train 7.033853 (lr=1.7500e-04) (hash(x)=18961171) +1850 val loss 7.5419 +1850 val perplexity 1885.3507 +1850 train 7.637181 (lr=1.7500e-04) (hash(x)=27146015) +1851 train 7.399598 (lr=1.7500e-04) (hash(x)=22417476) +1852 train 7.562805 (lr=1.7500e-04) (hash(x)=24583152) +1853 train 7.626180 (lr=1.7500e-04) (hash(x)=26364120) +1854 train 7.779901 (lr=1.7500e-04) (hash(x)=25946767) +1855 train 7.619346 (lr=1.7500e-04) (hash(x)=25282897) +1856 train 7.586053 (lr=1.7500e-04) (hash(x)=25154557) +1857 train 7.292038 (lr=1.7500e-04) (hash(x)=22082503) +1858 train 7.339654 (lr=1.7500e-04) (hash(x)=23974606) +1859 train 7.447449 (lr=1.7500e-04) (hash(x)=22278062) +1860 train 7.314332 (lr=1.7500e-04) (hash(x)=19509639) +1861 train 7.622882 (lr=1.7500e-04) (hash(x)=24271468) +1862 train 7.291336 (lr=1.7500e-04) (hash(x)=21943809) +1863 train 7.470831 (lr=1.7500e-04) (hash(x)=26802508) +1864 train 8.023715 (lr=1.7500e-04) (hash(x)=34178409) +1865 train 8.135671 (lr=1.7500e-04) (hash(x)=33468379) +1866 train 7.372356 (lr=1.7500e-04) (hash(x)=22109262) +1867 train 7.148310 (lr=1.7500e-04) (hash(x)=22094832) +1868 train 7.362045 (lr=1.7500e-04) (hash(x)=24016953) +1869 train 7.673907 (lr=1.7500e-04) (hash(x)=26759850) +1870 train 7.455976 (lr=1.7500e-04) (hash(x)=23570779) +1871 train 7.898214 (lr=1.7500e-04) (hash(x)=28390416) +1872 train 7.864865 (lr=1.7500e-04) (hash(x)=26215770) +1873 train 7.734313 (lr=1.7500e-04) (hash(x)=22727956) +1874 train 7.562550 (lr=1.7500e-04) (hash(x)=21304587) +1875 train 7.836012 (lr=1.7500e-04) (hash(x)=26379331) +1876 train 7.902990 (lr=1.7500e-04) (hash(x)=25252419) +1877 train 7.786278 (lr=1.7500e-04) (hash(x)=25048158) +1878 train 7.728929 (lr=1.7500e-04) (hash(x)=23588991) +1879 train 7.714291 (lr=1.7500e-04) (hash(x)=26292451) +1880 train 7.607437 (lr=1.7500e-04) (hash(x)=23617086) +1881 train 7.511980 (lr=1.7500e-04) (hash(x)=23336031) +1882 train 7.459666 (lr=1.7500e-04) (hash(x)=19198742) +1883 train 8.052332 (lr=1.7500e-04) (hash(x)=26301866) +1884 train 8.043750 (lr=1.7500e-04) (hash(x)=30114703) +1885 train 7.645429 (lr=1.7500e-04) (hash(x)=26687040) +1886 train 7.469826 (lr=1.7500e-04) (hash(x)=25810717) +1887 train 7.306103 (lr=1.7500e-04) (hash(x)=22915344) +1888 train 7.672379 (lr=1.7500e-04) (hash(x)=27046189) +1889 train 7.264894 (lr=1.7500e-04) (hash(x)=19831900) +1890 train 7.653388 (lr=1.7500e-04) (hash(x)=27786987) +1891 train 7.524309 (lr=1.7500e-04) (hash(x)=25448318) +1892 train 7.560498 (lr=1.7500e-04) (hash(x)=25166953) +1893 train 7.560210 (lr=1.7500e-04) (hash(x)=24993116) +1894 train 7.621949 (lr=1.7500e-04) (hash(x)=25748002) +1895 train 7.827358 (lr=1.7500e-04) (hash(x)=24744383) +1896 train 7.553539 (lr=1.7500e-04) (hash(x)=25560120) +1897 train 7.367245 (lr=1.7500e-04) (hash(x)=23731849) +1898 train 7.356138 (lr=1.7500e-04) (hash(x)=24115851) +1899 train 7.372406 (lr=1.7500e-04) (hash(x)=22835201) +1900 val loss 7.5320 +1900 val perplexity 1866.8507 +1900 train 7.173323 (lr=1.7500e-04) (hash(x)=21927896) +1901 train 7.595735 (lr=1.7500e-04) (hash(x)=24652361) +1902 train 7.767620 (lr=1.7500e-04) (hash(x)=27332405) +1903 train 7.644943 (lr=1.7500e-04) (hash(x)=26284678) +1904 train 7.515013 (lr=1.7500e-04) (hash(x)=23441305) +1905 train 7.618791 (lr=1.7500e-04) (hash(x)=27522881) +1906 train 7.630767 (lr=1.7500e-04) (hash(x)=25521191) +1907 train 7.414404 (lr=1.7500e-04) (hash(x)=24745936) +1908 train 7.333570 (lr=1.7500e-04) (hash(x)=21653364) +1909 train 7.354849 (lr=1.7500e-04) (hash(x)=21973969) +1910 train 7.361940 (lr=1.7500e-04) (hash(x)=24318192) +1911 train 7.311852 (lr=1.7500e-04) (hash(x)=21654269) +1912 train 7.381734 (lr=1.7500e-04) (hash(x)=24142904) +1913 train 7.272191 (lr=1.7500e-04) (hash(x)=21708739) +1914 train 7.447061 (lr=1.7500e-04) (hash(x)=22937923) +1915 train 8.073295 (lr=1.7500e-04) (hash(x)=32387999) +1916 train 8.271486 (lr=1.7500e-04) (hash(x)=28958671) +1917 train 8.347814 (lr=1.7500e-04) (hash(x)=32662682) +1918 train 8.263575 (lr=1.7500e-04) (hash(x)=31364539) +1919 train 8.325124 (lr=1.7500e-04) (hash(x)=29466268) +1920 train 8.334577 (lr=1.7500e-04) (hash(x)=31407564) +1921 train 8.143003 (lr=1.7500e-04) (hash(x)=28372973) +1922 train 8.287280 (lr=1.7500e-04) (hash(x)=28620993) +1923 train 8.290362 (lr=1.7500e-04) (hash(x)=30736727) +1924 train 8.199231 (lr=1.7500e-04) (hash(x)=30370374) +1925 train 8.180593 (lr=1.7500e-04) (hash(x)=29935562) +1926 train 8.169932 (lr=1.7500e-04) (hash(x)=30528627) +1927 train 8.255145 (lr=1.7500e-04) (hash(x)=32616762) +1928 train 8.083476 (lr=1.7500e-04) (hash(x)=29150044) +1929 train 8.272891 (lr=1.7500e-04) (hash(x)=32861403) +1930 train 8.214464 (lr=1.7500e-04) (hash(x)=31053918) +1931 train 8.165969 (lr=1.7500e-04) (hash(x)=29358578) +1932 train 8.202715 (lr=1.7500e-04) (hash(x)=31521292) +1933 train 8.160567 (lr=1.7500e-04) (hash(x)=31218966) +1934 train 8.130702 (lr=1.7500e-04) (hash(x)=31811872) +1935 train 8.289314 (lr=1.7500e-04) (hash(x)=32201138) +1936 train 8.035859 (lr=1.7500e-04) (hash(x)=28631348) +1937 train 8.112010 (lr=1.7500e-04) (hash(x)=30545133) +1938 train 8.179923 (lr=1.7500e-04) (hash(x)=32136080) +1939 train 8.277194 (lr=1.7500e-04) (hash(x)=30041621) +1940 train 8.036602 (lr=1.7500e-04) (hash(x)=30537181) +1941 train 8.040660 (lr=1.7500e-04) (hash(x)=30371023) +1942 train 8.217881 (lr=1.7500e-04) (hash(x)=30734634) +1943 train 8.110762 (lr=1.7500e-04) (hash(x)=33683468) +1944 train 8.166547 (lr=1.7500e-04) (hash(x)=30472451) +1945 train 7.982694 (lr=1.7500e-04) (hash(x)=29809830) +1946 train 7.596406 (lr=1.7500e-04) (hash(x)=26077593) +1947 train 7.584695 (lr=1.7500e-04) (hash(x)=26837755) +1948 train 7.545363 (lr=1.7500e-04) (hash(x)=23910920) +1949 train 7.555914 (lr=1.7500e-04) (hash(x)=26084089) +1950 val loss 7.5270 +1950 val perplexity 1857.5989 +1950 train 7.717968 (lr=1.7500e-04) (hash(x)=26963533) +1951 train 7.582726 (lr=1.7500e-04) (hash(x)=27498125) +1952 train 7.824348 (lr=1.7500e-04) (hash(x)=29512508) +1953 train 8.083114 (lr=1.7500e-04) (hash(x)=34478395) +1954 train 7.689857 (lr=1.7500e-04) (hash(x)=25357046) +1955 train 7.470983 (lr=1.7500e-04) (hash(x)=22372507) +1956 train 7.463441 (lr=1.7500e-04) (hash(x)=24501779) +1957 train 7.499928 (lr=1.7500e-04) (hash(x)=25638879) +1958 train 7.360806 (lr=1.7500e-04) (hash(x)=24243109) +1959 train 7.334839 (lr=1.7500e-04) (hash(x)=25164318) +1960 train 7.545970 (lr=1.7500e-04) (hash(x)=24139533) +1961 train 7.514404 (lr=1.7500e-04) (hash(x)=27271900) +1962 train 7.364446 (lr=1.7500e-04) (hash(x)=24869232) +1963 train 7.559608 (lr=1.7500e-04) (hash(x)=26562947) +1964 train 7.468727 (lr=1.7500e-04) (hash(x)=26477326) +1965 train 7.534256 (lr=1.7500e-04) (hash(x)=24917192) +1966 train 7.349864 (lr=1.7500e-04) (hash(x)=23110147) +1967 train 7.479462 (lr=1.7500e-04) (hash(x)=25690221) +1968 train 7.845648 (lr=1.7500e-04) (hash(x)=26999273) +1969 train 7.490122 (lr=1.7500e-04) (hash(x)=24807841) 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(hash(x)=23639076) +1988 train 7.801558 (lr=1.7500e-04) (hash(x)=29408797) +1989 train 7.468950 (lr=1.7500e-04) (hash(x)=25107314) +1990 train 10.134238 (lr=1.7500e-04) (hash(x)=49896019) +1991 train 11.643297 (lr=1.7500e-04) (hash(x)=61455960) +1992 train 11.473289 (lr=1.7500e-04) (hash(x)=63788199) +1993 train 11.514221 (lr=1.7500e-04) (hash(x)=63899424) +1994 train 11.226812 (lr=1.7500e-04) (hash(x)=66412689) +1995 train 10.844940 (lr=1.7500e-04) (hash(x)=65636572) +1996 train 11.030703 (lr=1.7500e-04) (hash(x)=69649789) +1997 train 10.698340 (lr=1.7500e-04) (hash(x)=71578682) +1998 train 9.766479 (lr=1.7500e-04) (hash(x)=58341730) +1999 train 9.712097 (lr=1.7500e-04) (hash(x)=61104710) +2000 val loss 8.4180 +2000 val perplexity 4527.8828 +2000 train 9.317257 (lr=1.7500e-04) (hash(x)=52865322) +2001 train 8.585284 (lr=1.7500e-04) (hash(x)=23633693) +2002 train 8.620091 (lr=1.7500e-04) (hash(x)=25297571) +2003 train 8.702432 (lr=1.7500e-04) (hash(x)=24123821) +2004 train 8.084484 (lr=1.7500e-04) (hash(x)=20161517) +2005 train 7.977142 (lr=1.7500e-04) (hash(x)=19919984) +2006 train 7.970516 (lr=1.7500e-04) (hash(x)=18626507) +2007 train 8.179301 (lr=1.7500e-04) (hash(x)=20881126) +2008 train 8.514923 (lr=1.7500e-04) (hash(x)=26261448) +2009 train 8.483421 (lr=1.7500e-04) (hash(x)=27528050) +2010 train 8.434800 (lr=1.7500e-04) (hash(x)=26692097) +2011 train 8.088585 (lr=1.7500e-04) (hash(x)=23209969) +2012 train 8.123005 (lr=1.7500e-04) (hash(x)=26083446) +2013 train 8.270725 (lr=1.7500e-04) (hash(x)=28426467) +2014 train 8.053670 (lr=1.7500e-04) (hash(x)=26158154) +2015 train 8.096482 (lr=1.7500e-04) (hash(x)=26920243) +2016 train 7.745992 (lr=1.7500e-04) (hash(x)=21365321) +2017 train 7.924893 (lr=1.7500e-04) (hash(x)=25730699) +2018 train 7.875744 (lr=1.7500e-04) (hash(x)=25177106) +2019 train 7.809033 (lr=1.7500e-04) (hash(x)=26127756) +2020 train 7.432382 (lr=1.7500e-04) (hash(x)=19770037) +2021 train 7.841892 (lr=1.7500e-04) (hash(x)=26479346) +2022 train 7.765424 (lr=1.7500e-04) (hash(x)=25967643) +2023 train 7.724370 (lr=1.7500e-04) (hash(x)=21970343) +2024 train 7.945989 (lr=1.7500e-04) (hash(x)=26449648) +2025 train 7.812543 (lr=1.7500e-04) (hash(x)=24874094) +2026 train 7.474677 (lr=1.7500e-04) (hash(x)=21399697) +2027 train 7.640654 (lr=1.7500e-04) (hash(x)=24097897) +2028 train 7.736314 (lr=1.7500e-04) (hash(x)=24453548) +2029 train 7.843775 (lr=1.7500e-04) (hash(x)=26692093) +2030 train 7.657034 (lr=1.7500e-04) (hash(x)=27217002) +2031 train 8.037280 (lr=1.7500e-04) (hash(x)=31676352) +2032 train 7.678853 (lr=1.7500e-04) (hash(x)=23396350) +2033 train 7.687711 (lr=1.7500e-04) (hash(x)=26245173) +2034 train 7.768763 (lr=1.7500e-04) (hash(x)=24821033) +2035 train 7.763752 (lr=1.7500e-04) (hash(x)=23908053) +2036 train 7.550861 (lr=1.7500e-04) (hash(x)=23469373) +2037 train 7.571877 (lr=1.7500e-04) (hash(x)=24102198) +2038 train 7.586396 (lr=1.7500e-04) (hash(x)=24712135) +2039 train 7.808146 (lr=1.7500e-04) (hash(x)=25600562) 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(hash(x)=25169889) +2057 train 8.062719 (lr=1.7500e-04) (hash(x)=28395880) +2058 train 7.987560 (lr=1.7500e-04) (hash(x)=29603726) +2059 train 7.646587 (lr=1.7500e-04) (hash(x)=26271115) +2060 train 7.651916 (lr=1.7500e-04) (hash(x)=25616212) +2061 train 7.727140 (lr=1.7500e-04) (hash(x)=26398325) +2062 train 7.489116 (lr=1.7500e-04) (hash(x)=23836586) +2063 train 7.417274 (lr=1.7500e-04) (hash(x)=21727744) +2064 train 7.624150 (lr=1.7500e-04) (hash(x)=25183195) +2065 train 7.727431 (lr=1.7500e-04) (hash(x)=27108132) +2066 train 7.418323 (lr=1.7500e-04) (hash(x)=20987812) +2067 train 7.655344 (lr=1.7500e-04) (hash(x)=22729318) +2068 train 7.515288 (lr=1.7500e-04) (hash(x)=23129709) +2069 train 8.078763 (lr=1.7500e-04) (hash(x)=32820084) +2070 train 8.073325 (lr=1.7500e-04) (hash(x)=33763489) +2071 train 7.516010 (lr=1.7500e-04) (hash(x)=20701998) +2072 train 7.792085 (lr=1.7500e-04) (hash(x)=27765988) +2073 train 7.508713 (lr=1.7500e-04) (hash(x)=24157446) +2074 train 7.480511 (lr=1.7500e-04) (hash(x)=22014978) +2075 train 7.978636 (lr=1.7500e-04) (hash(x)=27928398) +2076 train 7.778008 (lr=1.7500e-04) (hash(x)=27880142) +2077 train 8.095486 (lr=1.7500e-04) (hash(x)=34991795) +2078 train 7.684892 (lr=1.7500e-04) (hash(x)=25944128) +2079 train 7.409417 (lr=1.7500e-04) (hash(x)=20863982) +2080 train 7.798063 (lr=1.7500e-04) (hash(x)=28036097) +2081 train 7.831442 (lr=1.7500e-04) (hash(x)=25813615) +2082 train 7.345554 (lr=1.7500e-04) (hash(x)=22862316) +2083 train 7.364971 (lr=1.7500e-04) (hash(x)=22827054) +2084 train 7.454031 (lr=1.7500e-04) (hash(x)=23996531) +2085 train 7.580175 (lr=1.7500e-04) (hash(x)=25756087) +2086 train 7.595963 (lr=1.7500e-04) (hash(x)=23165889) +2087 train 7.781326 (lr=1.7500e-04) (hash(x)=25084926) +2088 train 7.646359 (lr=1.7500e-04) (hash(x)=26063862) +2089 train 7.700387 (lr=1.7500e-04) (hash(x)=27843638) +2090 train 7.994081 (lr=1.7500e-04) (hash(x)=27375554) +2091 train 7.665155 (lr=1.7500e-04) (hash(x)=25540961) +2092 train 7.400432 (lr=1.7500e-04) (hash(x)=22933785) +2093 train 7.561772 (lr=1.7500e-04) (hash(x)=23996956) +2094 train 7.343297 (lr=1.7500e-04) (hash(x)=22915854) +2095 train 7.560709 (lr=1.7500e-04) (hash(x)=24412897) +2096 train 7.594309 (lr=1.7500e-04) (hash(x)=25152336) +2097 train 7.937402 (lr=1.7500e-04) (hash(x)=29525589) +2098 train 7.774199 (lr=1.7500e-04) (hash(x)=26435656) +2099 train 7.651721 (lr=1.7500e-04) (hash(x)=26269869) +2100 val loss 7.5960 +2100 val perplexity 1990.2698 +2100 train 7.428766 (lr=1.7500e-04) (hash(x)=23856783) +2101 train 7.661778 (lr=1.7500e-04) (hash(x)=26039611) +2102 train 7.446272 (lr=1.7500e-04) (hash(x)=25048861) +2103 train 7.559244 (lr=1.7500e-04) (hash(x)=25434913) +2104 train 7.718393 (lr=1.7500e-04) (hash(x)=24203891) +2105 train 7.589325 (lr=1.7500e-04) (hash(x)=26016998) +2106 train 7.679733 (lr=1.7500e-04) (hash(x)=23986767) +2107 train 7.586066 (lr=1.7500e-04) (hash(x)=25157653) +2108 train 7.728858 (lr=1.7500e-04) (hash(x)=30193751) +2109 train 7.539136 (lr=1.7500e-04) (hash(x)=22630574) +2110 train 7.491985 (lr=1.7500e-04) (hash(x)=23475467) +2111 train 7.799554 (lr=1.7500e-04) (hash(x)=26302544) +2112 train 7.512378 (lr=1.7500e-04) (hash(x)=21276592) +2113 train 7.780160 (lr=1.7500e-04) (hash(x)=27566393) +2114 train 7.513168 (lr=1.7500e-04) (hash(x)=25028015) +2115 train 7.327846 (lr=1.7500e-04) (hash(x)=22010703) +2116 train 7.651739 (lr=1.7500e-04) (hash(x)=23711709) +2117 train 7.675642 (lr=1.7500e-04) (hash(x)=26105026) +2118 train 8.016639 (lr=1.7500e-04) (hash(x)=34433894) +2119 train 8.047701 (lr=1.7500e-04) (hash(x)=34976197) +2120 train 7.607822 (lr=1.7500e-04) (hash(x)=27690727) +2121 train 7.497442 (lr=1.7500e-04) (hash(x)=24368234) +2122 train 7.487108 (lr=1.7500e-04) (hash(x)=25095726) +2123 train 7.704910 (lr=1.7500e-04) (hash(x)=28248301) +2124 train 7.501218 (lr=1.7500e-04) (hash(x)=23322302) +2125 train 7.823083 (lr=1.7500e-04) (hash(x)=26416200) +2126 train 7.507730 (lr=1.7500e-04) (hash(x)=26577567) +2127 train 7.511687 (lr=1.7500e-04) (hash(x)=23870805) +2128 train 7.454471 (lr=1.7500e-04) (hash(x)=25440544) +2129 train 7.571758 (lr=1.7500e-04) (hash(x)=25795021) +2130 train 7.441152 (lr=1.7500e-04) (hash(x)=20896402) +2131 train 7.491970 (lr=1.7500e-04) (hash(x)=24457252) +2132 train 7.595988 (lr=1.7500e-04) (hash(x)=25926760) +2133 train 7.416931 (lr=1.7500e-04) (hash(x)=23503725) +2134 train 8.058420 (lr=1.7500e-04) (hash(x)=28728828) +2135 train 7.513113 (lr=1.7500e-04) (hash(x)=25041103) +2136 train 7.524390 (lr=1.7500e-04) (hash(x)=22863770) +2137 train 7.418840 (lr=1.7500e-04) (hash(x)=23037755) +2138 train 7.595855 (lr=1.7500e-04) (hash(x)=25848413) +2139 train 7.628458 (lr=1.7500e-04) (hash(x)=25998487) +2140 train 7.492259 (lr=1.7500e-04) (hash(x)=22754440) +2141 train 7.730270 (lr=1.7500e-04) (hash(x)=27705382) +2142 train 7.723785 (lr=1.7500e-04) (hash(x)=27629095) +2143 train 7.639887 (lr=1.7500e-04) (hash(x)=26041745) +2144 train 7.442069 (lr=1.7500e-04) (hash(x)=21909712) +2145 train 7.576650 (lr=1.7500e-04) (hash(x)=24353905) +2146 train 7.516928 (lr=1.7500e-04) (hash(x)=24482587) +2147 train 7.642841 (lr=1.7500e-04) (hash(x)=27249810) +2148 train 7.793989 (lr=1.7500e-04) (hash(x)=26709938) +2149 train 7.445619 (lr=1.7500e-04) (hash(x)=23831457) +2150 val loss 7.5390 +2150 val perplexity 1879.9519 +2150 train 7.759305 (lr=1.7500e-04) (hash(x)=29776243) +2151 train 7.304309 (lr=1.7500e-04) (hash(x)=24068619) +2152 train 7.505132 (lr=1.7500e-04) (hash(x)=22208671) +2153 train 7.713284 (lr=1.7500e-04) (hash(x)=26680905) +2154 train 7.493787 (lr=1.7500e-04) (hash(x)=23567808) +2155 train 7.732736 (lr=1.7500e-04) (hash(x)=26359528) +2156 train 7.515116 (lr=1.7500e-04) (hash(x)=23787652) +2157 train 7.795786 (lr=1.7500e-04) (hash(x)=28347177) +2158 train 7.492545 (lr=1.7500e-04) (hash(x)=25266519) +2159 train 7.382284 (lr=1.7500e-04) (hash(x)=25441262) +2160 train 7.357924 (lr=1.7500e-04) (hash(x)=23959943) +2161 train 7.568738 (lr=1.7500e-04) (hash(x)=27888093) +2162 train 7.472304 (lr=1.7500e-04) (hash(x)=25547833) +2163 train 7.437585 (lr=1.7500e-04) (hash(x)=24413659) +2164 train 8.898415 (lr=1.7500e-04) (hash(x)=34397626) +2165 train 7.384117 (lr=1.7500e-04) (hash(x)=21159323) +2166 train 7.523281 (lr=1.7500e-04) (hash(x)=25360269) +2167 train 7.646864 (lr=1.7500e-04) (hash(x)=29181867) +2168 train 7.428680 (lr=1.7500e-04) (hash(x)=22501613) +2169 train 7.527672 (lr=1.7500e-04) (hash(x)=26469077) +2170 train 7.478289 (lr=1.7500e-04) (hash(x)=26665118) +2171 train 8.097340 (lr=1.7500e-04) (hash(x)=31551575) +2172 train 7.498282 (lr=1.7500e-04) (hash(x)=24803935) +2173 train 7.401752 (lr=1.7500e-04) (hash(x)=20896465) +2174 train 7.846869 (lr=1.7500e-04) (hash(x)=25702284) +2175 train 7.786525 (lr=1.7500e-04) (hash(x)=27093757) +2176 train 7.594896 (lr=1.7500e-04) (hash(x)=26024255) +2177 train 7.646040 (lr=1.7500e-04) (hash(x)=26443521) +2178 train 7.614875 (lr=1.7500e-04) (hash(x)=25478467) 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(hash(x)=25329557) +2197 train 7.358999 (lr=1.7500e-04) (hash(x)=24195578) +2198 train 7.623711 (lr=1.7500e-04) (hash(x)=26646383) +2199 train 7.474621 (lr=1.7500e-04) (hash(x)=25755322) +2200 val loss 7.5113 +2200 val perplexity 1828.5483 +2200 train 7.517330 (lr=1.7500e-04) (hash(x)=27592223) +2201 train 7.685766 (lr=1.7500e-04) (hash(x)=26164625) +2202 train 7.541520 (lr=1.7500e-04) (hash(x)=21856341) +2203 train 7.485023 (lr=1.7500e-04) (hash(x)=23722795) +2204 train 7.573284 (lr=1.7500e-04) (hash(x)=25409645) +2205 train 7.588954 (lr=1.7500e-04) (hash(x)=23415339) +2206 train 7.524336 (lr=1.7500e-04) (hash(x)=24147928) +2207 train 7.447420 (lr=1.7500e-04) (hash(x)=23630794) +2208 train 7.502373 (lr=1.7500e-04) (hash(x)=27361452) +2209 train 7.506690 (lr=1.7500e-04) (hash(x)=25632158) +2210 train 7.381334 (lr=1.7500e-04) (hash(x)=21159789) +2211 train 7.489217 (lr=1.7500e-04) (hash(x)=23374168) +2212 train 7.560338 (lr=1.7500e-04) (hash(x)=24844739) +2213 train 7.458145 (lr=1.7500e-04) (hash(x)=23461285) +2214 train 7.523978 (lr=1.7500e-04) (hash(x)=27958481) +2215 train 7.402803 (lr=1.7500e-04) (hash(x)=25167987) +2216 train 7.582677 (lr=1.7500e-04) (hash(x)=22873204) +2217 train 8.121647 (lr=1.7500e-04) (hash(x)=31038116) +2218 train 7.631192 (lr=1.7500e-04) (hash(x)=28883155) +2219 train 7.559543 (lr=1.7500e-04) (hash(x)=30941010) +2220 train 7.496468 (lr=1.7500e-04) (hash(x)=24947521) +2221 train 7.530918 (lr=1.7500e-04) (hash(x)=22703293) +2222 train 7.534285 (lr=1.7500e-04) (hash(x)=23976007) +2223 train 7.456662 (lr=1.7500e-04) (hash(x)=24043224) +2224 train 7.415428 (lr=1.7500e-04) (hash(x)=23981093) +2225 train 7.543523 (lr=1.7500e-04) (hash(x)=26445994) +2226 train 7.758745 (lr=1.7500e-04) (hash(x)=27252393) +2227 train 7.699193 (lr=1.7500e-04) (hash(x)=29736627) +2228 train 7.669303 (lr=1.7500e-04) (hash(x)=24698933) +2229 train 7.336521 (lr=1.7500e-04) (hash(x)=24357840) +2230 train 7.568162 (lr=1.7500e-04) (hash(x)=25384498) +2231 train 7.611529 (lr=1.7500e-04) (hash(x)=24665411) +2232 train 7.535728 (lr=1.7500e-04) (hash(x)=24646352) +2233 train 7.530164 (lr=1.7500e-04) (hash(x)=25670741) +2234 train 7.592140 (lr=1.7500e-04) (hash(x)=26648242) +2235 train 7.772652 (lr=1.7500e-04) (hash(x)=27916043) +2236 train 7.513779 (lr=1.7500e-04) (hash(x)=25963100) +2237 train 7.611465 (lr=1.7500e-04) (hash(x)=27357379) +2238 train 7.472517 (lr=1.7500e-04) (hash(x)=21852360) +2239 train 7.393793 (lr=1.7500e-04) (hash(x)=17321657) +2240 train 7.402976 (lr=1.7500e-04) (hash(x)=18446645) +2241 train 7.200423 (lr=1.7500e-04) (hash(x)=17550988) +2242 train 7.478668 (lr=1.7500e-04) (hash(x)=27052347) +2243 train 7.423501 (lr=1.7500e-04) (hash(x)=23829833) +2244 train 7.641647 (lr=1.7500e-04) (hash(x)=27267264) +2245 train 7.839708 (lr=1.7500e-04) (hash(x)=24673611) +2246 train 7.740225 (lr=1.7500e-04) (hash(x)=25248507) +2247 train 7.952466 (lr=1.7500e-04) (hash(x)=27932591) +2248 train 7.787434 (lr=1.7500e-04) (hash(x)=26078877) 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(hash(x)=22648602) +2266 train 7.594053 (lr=1.7500e-04) (hash(x)=23132242) +2267 train 7.615818 (lr=1.7500e-04) (hash(x)=24070405) +2268 train 7.244996 (lr=1.7500e-04) (hash(x)=21412906) +2269 train 7.891498 (lr=1.7500e-04) (hash(x)=27547292) +2270 train 7.679847 (lr=1.7500e-04) (hash(x)=27740500) +2271 train 7.415494 (lr=1.7500e-04) (hash(x)=24682294) +2272 train 7.808924 (lr=1.7500e-04) (hash(x)=27969424) +2273 train 7.518865 (lr=1.7500e-04) (hash(x)=22172182) +2274 train 7.510303 (lr=1.7500e-04) (hash(x)=26485905) +2275 train 7.380809 (lr=1.7500e-04) (hash(x)=24050209) +2276 train 7.542921 (lr=1.7500e-04) (hash(x)=28802650) +2277 train 7.327393 (lr=1.7500e-04) (hash(x)=23644616) +2278 train 7.533023 (lr=1.7500e-04) (hash(x)=25409768) +2279 train 7.711461 (lr=1.7500e-04) (hash(x)=28057095) +2280 train 8.183805 (lr=1.7500e-04) (hash(x)=31689723) +2281 train 7.346840 (lr=1.7500e-04) (hash(x)=22252427) +2282 train 7.543220 (lr=1.7500e-04) (hash(x)=24142092) +2283 train 7.495352 (lr=1.7500e-04) (hash(x)=22523232) +2284 train 7.693645 (lr=1.7500e-04) (hash(x)=26017294) +2285 train 7.552716 (lr=1.7500e-04) (hash(x)=25025388) +2286 train 7.365293 (lr=1.7500e-04) (hash(x)=23819479) +2287 train 7.546739 (lr=1.7500e-04) (hash(x)=24547536) +2288 train 7.361133 (lr=1.7500e-04) (hash(x)=22622789) +2289 train 7.378379 (lr=1.7500e-04) (hash(x)=23874051) +2290 train 7.612401 (lr=1.7500e-04) (hash(x)=25015641) +2291 train 7.561265 (lr=1.7500e-04) (hash(x)=24978712) +2292 train 7.634000 (lr=1.7500e-04) (hash(x)=25311986) +2293 train 7.407403 (lr=1.7500e-04) (hash(x)=24298295) +2294 train 7.473561 (lr=1.7500e-04) (hash(x)=26481527) +2295 train 7.170787 (lr=1.7500e-04) (hash(x)=18987545) +2296 train 7.403408 (lr=1.7500e-04) (hash(x)=24617990) +2297 train 7.427974 (lr=1.7500e-04) (hash(x)=23903200) +2298 train 7.736531 (lr=1.7500e-04) (hash(x)=26278697) +2299 train 7.476234 (lr=1.7500e-04) (hash(x)=24092784) +2300 val loss 7.5090 +2300 val perplexity 1824.4470 +2300 train 7.423935 (lr=1.7500e-04) (hash(x)=22894919) +2301 train 7.521685 (lr=1.7500e-04) (hash(x)=24253964) +2302 train 7.433832 (lr=1.7500e-04) (hash(x)=23750610) +2303 train 7.487306 (lr=1.7500e-04) (hash(x)=26745063) +2304 train 7.273775 (lr=1.7500e-04) (hash(x)=21407001) +2305 train 7.638391 (lr=1.7500e-04) (hash(x)=26680082) +2306 train 7.547409 (lr=1.7500e-04) (hash(x)=26722122) +2307 train 7.392044 (lr=1.7500e-04) (hash(x)=22539112) +2308 train 7.220932 (lr=1.7500e-04) (hash(x)=19927356) +2309 train 7.304495 (lr=1.7500e-04) (hash(x)=21431267) +2310 train 7.234754 (lr=1.7500e-04) (hash(x)=21073487) +2311 train 7.263654 (lr=1.7500e-04) (hash(x)=21447406) +2312 train 7.231874 (lr=1.7500e-04) (hash(x)=22667253) +2313 train 7.204407 (lr=1.7500e-04) (hash(x)=20849089) +2314 train 7.219852 (lr=1.7500e-04) (hash(x)=19168351) +2315 train 7.240610 (lr=1.7500e-04) (hash(x)=21082139) +2316 train 7.246947 (lr=1.7500e-04) (hash(x)=21493530) +2317 train 7.204853 (lr=1.7500e-04) (hash(x)=19506447) 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(hash(x)=20106514) +2336 train 7.392799 (lr=1.7500e-04) (hash(x)=22522123) +2337 train 7.411739 (lr=1.7500e-04) (hash(x)=23362041) +2338 train 7.504985 (lr=1.7500e-04) (hash(x)=26003099) +2339 train 7.558243 (lr=1.7500e-04) (hash(x)=25695510) +2340 train 7.533563 (lr=1.7500e-04) (hash(x)=27225904) +2341 train 7.333366 (lr=1.7500e-04) (hash(x)=21573008) +2342 train 7.645501 (lr=1.7500e-04) (hash(x)=21386628) +2343 train 7.446401 (lr=1.7500e-04) (hash(x)=20117808) +2344 train 7.520051 (lr=1.7500e-04) (hash(x)=21592790) +2345 train 7.445737 (lr=1.7500e-04) (hash(x)=19909192) +2346 train 7.566295 (lr=1.7500e-04) (hash(x)=22529262) +2347 train 7.604967 (lr=1.7500e-04) (hash(x)=24501900) +2348 train 7.427153 (lr=1.7500e-04) (hash(x)=25912171) +2349 train 7.541246 (lr=1.7500e-04) (hash(x)=25606665) +2350 val loss 7.4860 +2350 val perplexity 1782.9684 +2350 train 7.477574 (lr=1.7500e-04) (hash(x)=24487351) +2351 train 7.661045 (lr=1.7500e-04) (hash(x)=25510334) +2352 train 7.593573 (lr=1.7500e-04) (hash(x)=25357989) +2353 train 7.237972 (lr=1.7500e-04) (hash(x)=24656801) +2354 train 7.356739 (lr=1.7500e-04) (hash(x)=23312772) +2355 train 7.230535 (lr=1.7500e-04) (hash(x)=22099158) +2356 train 7.281872 (lr=1.7500e-04) (hash(x)=26507898) +2357 train 7.528643 (lr=1.7500e-04) (hash(x)=28351614) +2358 train 7.564266 (lr=1.7500e-04) (hash(x)=27489567) +2359 train 7.544850 (lr=1.7500e-04) (hash(x)=25749120) +2360 train 7.848031 (lr=1.7500e-04) (hash(x)=31711338) +2361 train 7.980022 (lr=1.7500e-04) (hash(x)=29645018) +2362 train 7.925832 (lr=1.7500e-04) (hash(x)=29713268) +2363 train 7.184614 (lr=1.7500e-04) (hash(x)=21720691) +2364 train 7.286121 (lr=1.7500e-04) (hash(x)=24316633) +2365 train 7.262173 (lr=1.7500e-04) (hash(x)=21597124) +2366 train 7.272627 (lr=1.7500e-04) (hash(x)=22520345) +2367 train 7.299037 (lr=1.7500e-04) (hash(x)=24357241) +2368 train 7.454566 (lr=1.7500e-04) (hash(x)=24085450) +2369 train 7.382491 (lr=1.7500e-04) (hash(x)=25136495) +2370 train 7.826134 (lr=1.7500e-04) (hash(x)=26073986) +2371 train 7.817173 (lr=1.7500e-04) (hash(x)=28911272) +2372 train 7.572259 (lr=1.7500e-04) (hash(x)=26667356) +2373 train 7.379589 (lr=1.7500e-04) (hash(x)=25225894) +2374 train 7.417775 (lr=1.7500e-04) (hash(x)=24404081) +2375 train 7.479398 (lr=1.7500e-04) (hash(x)=25584945) +2376 train 7.306506 (lr=1.7500e-04) (hash(x)=23831571) +2377 train 7.349989 (lr=1.7500e-04) (hash(x)=23521916) +2378 train 7.378984 (lr=1.7500e-04) (hash(x)=25318634) +2379 train 7.206537 (lr=1.7500e-04) (hash(x)=21847287) +2380 train 7.602624 (lr=1.7500e-04) (hash(x)=23877060) +2381 train 7.398172 (lr=1.7500e-04) (hash(x)=24069020) +2382 train 7.181693 (lr=1.7500e-04) (hash(x)=21724290) +2383 train 7.440190 (lr=1.7500e-04) (hash(x)=25198897) +2384 train 7.311421 (lr=1.7500e-04) (hash(x)=24109958) +2385 train 7.171401 (lr=1.7500e-04) (hash(x)=20122390) +2386 train 7.419657 (lr=1.7500e-04) (hash(x)=24062305) +2387 train 7.240293 (lr=1.7500e-04) (hash(x)=22436833) 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(lr=1.7500e-04) (hash(x)=29827111) +2423 train 7.958144 (lr=1.7500e-04) (hash(x)=30026394) +2424 train 8.127598 (lr=1.7500e-04) (hash(x)=26998238) +2425 train 8.120627 (lr=1.7500e-04) (hash(x)=24850684) +2426 train 8.239864 (lr=1.7500e-04) (hash(x)=36659853) +2427 train 8.170311 (lr=1.7500e-04) (hash(x)=34353164) +2428 train 7.509621 (lr=1.7500e-04) (hash(x)=23630644) +2429 train 7.439362 (lr=1.7500e-04) (hash(x)=24528186) +2430 train 7.339954 (lr=1.7500e-04) (hash(x)=22665222) +2431 train 7.489960 (lr=1.7500e-04) (hash(x)=26594177) +2432 train 7.856090 (lr=1.7500e-04) (hash(x)=29300546) +2433 train 7.345433 (lr=1.7500e-04) (hash(x)=21331715) +2434 train 7.600618 (lr=1.7500e-04) (hash(x)=26290885) +2435 train 7.509482 (lr=1.7500e-04) (hash(x)=25554738) +2436 train 7.716583 (lr=1.7500e-04) (hash(x)=26744311) +2437 train 7.673024 (lr=1.7500e-04) (hash(x)=26872344) +2438 train 7.741327 (lr=1.7500e-04) (hash(x)=27636081) +2439 train 7.520761 (lr=1.7500e-04) (hash(x)=23766256) +2440 train 7.667213 (lr=1.7500e-04) (hash(x)=24434438) +2441 train 7.472038 (lr=1.7500e-04) (hash(x)=22992618) +2442 train 7.361559 (lr=1.7500e-04) (hash(x)=22393467) +2443 train 7.597723 (lr=1.7500e-04) (hash(x)=26853444) +2444 train 7.528684 (lr=1.7500e-04) (hash(x)=25101020) +2445 train 7.418660 (lr=1.7500e-04) (hash(x)=24705456) +2446 train 7.693620 (lr=1.7500e-04) (hash(x)=26798611) +2447 train 7.372426 (lr=1.7500e-04) (hash(x)=24250150) +2448 train 7.418184 (lr=1.7500e-04) (hash(x)=24494331) +2449 train 7.428230 (lr=1.7500e-04) (hash(x)=27579257) +2450 val loss 7.4865 +2450 val perplexity 1783.8307 +2450 train 7.234203 (lr=1.7500e-04) (hash(x)=22377407) +2451 train 7.503516 (lr=1.7500e-04) (hash(x)=26289588) +2452 train 7.414305 (lr=1.7500e-04) (hash(x)=25871900) +2453 train 7.330797 (lr=1.7500e-04) (hash(x)=23437197) +2454 train 7.597774 (lr=1.7500e-04) (hash(x)=23557786) +2455 train 7.502997 (lr=1.7500e-04) (hash(x)=26108817) +2456 train 7.447788 (lr=1.7500e-04) (hash(x)=26440482) +2457 train 7.422237 (lr=1.7500e-04) (hash(x)=24583191) +2458 train 7.414146 (lr=1.7500e-04) (hash(x)=23756440) +2459 train 7.304521 (lr=1.7500e-04) (hash(x)=23814987) +2460 train 7.692549 (lr=1.7500e-04) (hash(x)=28508433) +2461 train 7.361196 (lr=1.7500e-04) (hash(x)=25692442) +2462 train 7.335618 (lr=1.7500e-04) (hash(x)=24699197) +2463 train 7.039314 (lr=1.7500e-04) (hash(x)=18582688) +2464 train 7.334630 (lr=1.7500e-04) (hash(x)=23266625) +2465 train 7.652803 (lr=1.7500e-04) (hash(x)=26565489) +2466 train 7.177541 (lr=1.7500e-04) (hash(x)=21686599) +2467 train 7.454500 (lr=1.7500e-04) (hash(x)=25558792) +2468 train 7.260106 (lr=1.7500e-04) (hash(x)=25110035) +2469 train 7.570465 (lr=1.7500e-04) (hash(x)=26263661) +2470 train 7.326563 (lr=1.7500e-04) (hash(x)=22282189) +2471 train 7.302824 (lr=1.7500e-04) (hash(x)=23272705) +2472 train 7.387412 (lr=1.7500e-04) (hash(x)=25300067) +2473 train 7.604905 (lr=1.7500e-04) (hash(x)=26802369) +2474 train 7.293341 (lr=1.7500e-04) (hash(x)=24646471) +2475 train 7.280479 (lr=1.7500e-04) (hash(x)=24709241) +2476 train 7.354493 (lr=1.7500e-04) (hash(x)=26747197) +2477 train 7.403362 (lr=1.7500e-04) (hash(x)=25201108) +2478 train 7.528866 (lr=1.7500e-04) (hash(x)=24962427) +2479 train 7.345490 (lr=1.7500e-04) (hash(x)=24793412) +2480 train 7.398660 (lr=1.7500e-04) (hash(x)=24452301) +2481 train 7.409708 (lr=1.7500e-04) (hash(x)=25177251) +2482 train 7.318457 (lr=1.7500e-04) (hash(x)=25801499) +2483 train 7.493247 (lr=1.7500e-04) (hash(x)=27256707) +2484 train 7.757018 (lr=1.7500e-04) (hash(x)=25303237) +2485 train 7.344479 (lr=1.7500e-04) (hash(x)=21641481) +2486 train 7.361475 (lr=1.7500e-04) (hash(x)=23818831) +2487 train 7.150174 (lr=1.7500e-04) (hash(x)=19280989) +2488 train 7.471449 (lr=1.7500e-04) (hash(x)=24075167) +2489 train 7.477374 (lr=1.7500e-04) (hash(x)=26651546) +2490 train 7.433315 (lr=1.7500e-04) (hash(x)=25367186) +2491 train 7.362977 (lr=1.7500e-04) (hash(x)=26508642) +2492 train 7.433951 (lr=1.7500e-04) (hash(x)=25294182) +2493 train 7.365262 (lr=1.7500e-04) (hash(x)=23916886) +2494 train 7.231119 (lr=1.7500e-04) (hash(x)=21189910) +2495 train 7.348857 (lr=1.7500e-04) (hash(x)=22751150) +2496 train 7.714290 (lr=1.7500e-04) (hash(x)=26608502) +2497 train 8.104273 (lr=1.7500e-04) (hash(x)=25372010) +2498 train 7.414949 (lr=1.7500e-04) (hash(x)=22006251) +2499 train 7.370453 (lr=1.7500e-04) (hash(x)=23880160) +2500 val loss 7.4835 +2500 val perplexity 1778.4893 +2500 train 7.302582 (lr=1.7500e-04) (hash(x)=23225337) +2501 train 7.440133 (lr=1.7500e-04) (hash(x)=24932950) +2502 train 7.217427 (lr=1.7500e-04) (hash(x)=20022340) +2503 train 7.558911 (lr=1.7500e-04) (hash(x)=23537942) +2504 train 7.450476 (lr=1.7500e-04) (hash(x)=24884288) +2505 train 7.106549 (lr=1.7500e-04) (hash(x)=21296580) +2506 train 7.334794 (lr=1.7500e-04) (hash(x)=23001455) +2507 train 7.632124 (lr=1.7500e-04) (hash(x)=26975313) +2508 train 7.633132 (lr=1.7500e-04) (hash(x)=26029962) +2509 train 7.300233 (lr=1.7500e-04) (hash(x)=24302204) +2510 train 7.067450 (lr=1.7500e-04) (hash(x)=22997203) +2511 train 7.201822 (lr=1.7500e-04) (hash(x)=23748375) +2512 train 7.395092 (lr=1.7500e-04) (hash(x)=24453191) +2513 train 7.095351 (lr=1.7500e-04) (hash(x)=22026776) +2514 train 7.243950 (lr=1.7500e-04) (hash(x)=19934168) +2515 train 7.463330 (lr=1.7500e-04) (hash(x)=25541754) +2516 train 7.765326 (lr=1.7500e-04) (hash(x)=26604471) +2517 train 7.827602 (lr=1.7500e-04) (hash(x)=27900386) +2518 train 7.720993 (lr=1.7500e-04) (hash(x)=26403431) +2519 train 7.752672 (lr=1.7500e-04) (hash(x)=27413825) +2520 train 7.826749 (lr=1.7500e-04) (hash(x)=28332637) +2521 train 7.647943 (lr=1.7500e-04) (hash(x)=27223027) +2522 train 7.647270 (lr=1.7500e-04) (hash(x)=23843387) +2523 train 7.656430 (lr=1.7500e-04) (hash(x)=27075951) +2524 train 7.794020 (lr=1.7500e-04) (hash(x)=29300154) +2525 train 7.486662 (lr=1.7500e-04) (hash(x)=28100582) +2526 train 7.562134 (lr=1.7500e-04) (hash(x)=28051084) +2527 train 7.322949 (lr=1.7500e-04) (hash(x)=21682445) +2528 train 7.473545 (lr=1.7500e-04) (hash(x)=24062589) +2529 train 7.695686 (lr=1.7500e-04) (hash(x)=29616079) +2530 train 7.592681 (lr=1.7500e-04) (hash(x)=25170523) +2531 train 7.225176 (lr=1.7500e-04) (hash(x)=23361504) +2532 train 7.405896 (lr=1.7500e-04) (hash(x)=24444462) +2533 train 7.410106 (lr=1.7500e-04) (hash(x)=24035993) +2534 train 7.377895 (lr=1.7500e-04) (hash(x)=24696651) +2535 train 7.352866 (lr=1.7500e-04) (hash(x)=22040184) +2536 train 7.274364 (lr=1.7500e-04) (hash(x)=27400103) +2537 train 7.611459 (lr=1.7500e-04) (hash(x)=27383080) +2538 train 7.412561 (lr=1.7500e-04) (hash(x)=24212212) +2539 train 7.290577 (lr=1.7500e-04) (hash(x)=23727731) +2540 train 7.428413 (lr=1.7500e-04) (hash(x)=24149487) +2541 train 7.191505 (lr=1.7500e-04) (hash(x)=23794649) +2542 train 7.378681 (lr=1.7500e-04) (hash(x)=26147774) +2543 train 7.533040 (lr=1.7500e-04) (hash(x)=24463229) +2544 train 7.540072 (lr=1.7500e-04) (hash(x)=26361238) +2545 train 7.236499 (lr=1.7500e-04) (hash(x)=18891545) +2546 train 7.736487 (lr=1.7500e-04) (hash(x)=30380438) +2547 train 7.973287 (lr=1.7500e-04) (hash(x)=32663792) +2548 train 7.400867 (lr=1.7500e-04) (hash(x)=25175499) +2549 train 7.508191 (lr=1.7500e-04) (hash(x)=26702407) +2550 val loss 7.4728 +2550 val perplexity 1759.5160 +2550 train 7.389199 (lr=1.7500e-04) (hash(x)=24578061) +2551 train 7.411289 (lr=1.7500e-04) (hash(x)=24091954) +2552 train 7.469190 (lr=1.7500e-04) (hash(x)=23041778) +2553 train 7.263454 (lr=1.7500e-04) (hash(x)=23686239) +2554 train 7.359361 (lr=1.7500e-04) (hash(x)=22745355) +2555 train 7.403447 (lr=1.7500e-04) (hash(x)=23599013) +2556 train 7.341248 (lr=1.7500e-04) (hash(x)=26033088) +2557 train 7.382356 (lr=1.7500e-04) (hash(x)=21634218) +2558 train 7.328348 (lr=1.7500e-04) (hash(x)=20985281) +2559 train 7.576506 (lr=1.7500e-04) (hash(x)=26670219) +2560 train 7.358947 (lr=1.7500e-04) (hash(x)=26499936) +2561 train 7.457337 (lr=1.7500e-04) (hash(x)=23547908) +2562 train 7.283788 (lr=1.7500e-04) (hash(x)=22306373) +2563 train 7.415544 (lr=1.7500e-04) (hash(x)=24380893) +2564 train 7.316953 (lr=1.7500e-04) (hash(x)=23726190) +2565 train 7.366411 (lr=1.7500e-04) (hash(x)=26967512) +2566 train 7.428934 (lr=1.7500e-04) (hash(x)=23414576) +2567 train 7.639616 (lr=1.7500e-04) (hash(x)=25558986) +2568 train 7.566681 (lr=1.7500e-04) (hash(x)=27057505) +2569 train 7.560836 (lr=1.7500e-04) (hash(x)=26048135) +2570 train 7.525711 (lr=1.7500e-04) (hash(x)=26991032) +2571 train 7.554584 (lr=1.7500e-04) (hash(x)=25729492) +2572 train 7.180985 (lr=1.7500e-04) (hash(x)=20611723) +2573 train 7.219331 (lr=1.7500e-04) (hash(x)=24563606) +2574 train 7.267581 (lr=1.7500e-04) (hash(x)=23330043) +2575 train 7.348096 (lr=1.7500e-04) (hash(x)=19218943) +2576 train 7.608581 (lr=1.7500e-04) (hash(x)=20985122) +2577 train 7.358443 (lr=1.7500e-04) (hash(x)=24133609) +2578 train 7.661451 (lr=1.7500e-04) (hash(x)=28368610) +2579 train 7.409488 (lr=1.7500e-04) (hash(x)=23952206) +2580 train 7.297625 (lr=1.7500e-04) (hash(x)=23068957) +2581 train 7.383722 (lr=1.7500e-04) (hash(x)=25365277) +2582 train 7.715849 (lr=1.7500e-04) (hash(x)=24721184) +2583 train 7.433324 (lr=1.7500e-04) (hash(x)=24551402) +2584 train 7.133608 (lr=1.7500e-04) (hash(x)=20469327) +2585 train 7.580284 (lr=1.7500e-04) (hash(x)=24966478) +2586 train 7.330736 (lr=1.7500e-04) (hash(x)=18626184) +2587 train 7.295029 (lr=1.7500e-04) (hash(x)=24007642) +2588 train 7.296487 (lr=1.7500e-04) (hash(x)=23521875) +2589 train 7.499294 (lr=1.7500e-04) (hash(x)=25204207) +2590 train 7.331780 (lr=1.7500e-04) (hash(x)=25449801) +2591 train 7.470346 (lr=1.7500e-04) (hash(x)=25229281) +2592 train 7.342552 (lr=1.7500e-04) (hash(x)=23202696) +2593 train 7.181149 (lr=1.7500e-04) (hash(x)=22435944) +2594 train 7.234947 (lr=1.7500e-04) (hash(x)=20787439) +2595 train 6.875343 (lr=1.7500e-04) (hash(x)=18214283) +2596 train 7.012672 (lr=1.7500e-04) (hash(x)=20851477) 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(hash(x)=24345816) +2614 train 7.255855 (lr=1.7500e-04) (hash(x)=22962012) +2615 train 7.521668 (lr=1.7500e-04) (hash(x)=25836189) +2616 train 7.534029 (lr=1.7500e-04) (hash(x)=27922916) +2617 train 7.274608 (lr=1.7500e-04) (hash(x)=21697866) +2618 train 7.308898 (lr=1.7500e-04) (hash(x)=24283369) +2619 train 7.243240 (lr=1.7500e-04) (hash(x)=24504567) +2620 train 7.366378 (lr=1.7500e-04) (hash(x)=25557725) +2621 train 7.398290 (lr=1.7500e-04) (hash(x)=23135849) +2622 train 7.355891 (lr=1.7500e-04) (hash(x)=22888908) +2623 train 7.501366 (lr=1.7500e-04) (hash(x)=25999255) +2624 train 7.342752 (lr=1.7500e-04) (hash(x)=24446851) +2625 train 7.141298 (lr=1.7500e-04) (hash(x)=21137520) +2626 train 7.405968 (lr=1.7500e-04) (hash(x)=26245754) +2627 train 7.705110 (lr=1.7500e-04) (hash(x)=27308968) +2628 train 7.452866 (lr=1.7500e-04) (hash(x)=23961169) +2629 train 7.407364 (lr=1.7500e-04) (hash(x)=25924731) +2630 train 7.498409 (lr=1.7500e-04) (hash(x)=25782315) +2631 train 7.462268 (lr=1.7500e-04) (hash(x)=20149394) +2632 train 7.563509 (lr=1.7500e-04) (hash(x)=23801981) +2633 train 7.389455 (lr=1.7500e-04) (hash(x)=23830286) +2634 train 7.372102 (lr=1.7500e-04) (hash(x)=25325236) +2635 train 7.345212 (lr=1.7500e-04) (hash(x)=24498556) +2636 train 7.323010 (lr=1.7500e-04) (hash(x)=23693078) +2637 train 7.470343 (lr=1.7500e-04) (hash(x)=25484922) +2638 train 7.151287 (lr=1.7500e-04) (hash(x)=22645025) +2639 train 7.101440 (lr=1.7500e-04) (hash(x)=21999338) +2640 train 7.346889 (lr=1.7500e-04) (hash(x)=21758019) +2641 train 7.293119 (lr=1.7500e-04) (hash(x)=24064168) +2642 train 7.330166 (lr=1.7500e-04) (hash(x)=26847292) +2643 train 7.186728 (lr=1.7500e-04) (hash(x)=23280568) +2644 train 7.192043 (lr=1.7500e-04) (hash(x)=21749161) +2645 train 7.790166 (lr=1.7500e-04) (hash(x)=30082352) +2646 train 7.689019 (lr=1.7500e-04) (hash(x)=28334297) +2647 train 7.788759 (lr=1.7500e-04) (hash(x)=27611302) +2648 train 8.140926 (lr=1.7500e-04) (hash(x)=31007436) +2649 train 7.216787 (lr=1.7500e-04) (hash(x)=22356183) +2650 val loss 7.5073 +2650 val perplexity 1821.2102 +2650 train 7.254579 (lr=1.7500e-04) (hash(x)=23071731) +2651 train 7.262371 (lr=1.7500e-04) (hash(x)=23982308) +2652 train 7.553702 (lr=1.7500e-04) (hash(x)=25673823) +2653 train 7.349176 (lr=1.7500e-04) (hash(x)=22973788) +2654 train 7.509950 (lr=1.7500e-04) (hash(x)=25386647) +2655 train 7.249139 (lr=1.7500e-04) (hash(x)=22778356) +2656 train 7.504084 (lr=1.7500e-04) (hash(x)=26669130) +2657 train 7.216083 (lr=1.7500e-04) (hash(x)=23542930) +2658 train 7.315939 (lr=1.7500e-04) (hash(x)=23307871) +2659 train 7.284911 (lr=1.7500e-04) (hash(x)=23467046) +2660 train 7.401077 (lr=1.7500e-04) (hash(x)=24728872) +2661 train 8.015421 (lr=1.7500e-04) (hash(x)=29719902) +2662 train 7.342796 (lr=1.7500e-04) (hash(x)=25114165) +2663 train 7.293679 (lr=1.7500e-04) (hash(x)=24195959) +2664 train 7.465180 (lr=1.7500e-04) (hash(x)=26938509) +2665 train 7.625467 (lr=1.7500e-04) (hash(x)=27168434) +2666 train 7.810346 (lr=1.7500e-04) (hash(x)=27488221) +2667 train 8.465319 (lr=1.7500e-04) (hash(x)=32710438) +2668 train 7.583103 (lr=1.7500e-04) (hash(x)=25073185) +2669 train 7.596735 (lr=1.7500e-04) (hash(x)=26951664) +2670 train 7.725533 (lr=1.7500e-04) (hash(x)=24886228) +2671 train 7.307458 (lr=1.7500e-04) (hash(x)=19127465) +2672 train 7.508772 (lr=1.7500e-04) (hash(x)=27134917) +2673 train 7.469289 (lr=1.7500e-04) (hash(x)=25673955) +2674 train 7.980068 (lr=1.7500e-04) (hash(x)=27111776) +2675 train 7.806846 (lr=1.7500e-04) (hash(x)=28962580) +2676 train 7.416267 (lr=1.7500e-04) (hash(x)=25593381) +2677 train 7.499369 (lr=1.7500e-04) (hash(x)=25238916) +2678 train 7.346990 (lr=1.7500e-04) (hash(x)=27453574) +2679 train 7.303976 (lr=1.7500e-04) (hash(x)=22426274) +2680 train 7.373085 (lr=1.7500e-04) (hash(x)=22974780) +2681 train 7.391853 (lr=1.7500e-04) (hash(x)=24668644) +2682 train 7.357558 (lr=1.7500e-04) (hash(x)=26182084) +2683 train 7.600385 (lr=1.7500e-04) (hash(x)=25606512) +2684 train 7.407966 (lr=1.7500e-04) (hash(x)=24885252) +2685 train 7.213739 (lr=1.7500e-04) (hash(x)=21290254) +2686 train 7.158581 (lr=1.7500e-04) (hash(x)=21367078) +2687 train 7.340978 (lr=1.7500e-04) (hash(x)=23785205) +2688 train 7.247128 (lr=1.7500e-04) (hash(x)=24640056) +2689 train 7.655271 (lr=1.7500e-04) (hash(x)=27083886) +2690 train 7.364081 (lr=1.7500e-04) (hash(x)=23603571) +2691 train 7.338647 (lr=1.7500e-04) (hash(x)=24779414) +2692 train 7.132956 (lr=1.7500e-04) (hash(x)=22200693) +2693 train 7.457166 (lr=1.7500e-04) (hash(x)=26907868) +2694 train 7.765972 (lr=1.7500e-04) (hash(x)=32034827) +2695 train 7.642812 (lr=1.7500e-04) (hash(x)=28505676) +2696 train 7.299968 (lr=1.7500e-04) (hash(x)=23805750) +2697 train 7.608286 (lr=1.7500e-04) (hash(x)=29804750) +2698 train 7.854418 (lr=1.7500e-04) (hash(x)=28443583) +2699 train 7.742483 (lr=1.7500e-04) (hash(x)=29156288) +2700 val loss 7.4750 +2700 val perplexity 1763.3309 +2700 train 7.483374 (lr=1.7500e-04) (hash(x)=25895743) +2701 train 7.157640 (lr=1.7500e-04) (hash(x)=21173795) +2702 train 7.075215 (lr=1.7500e-04) (hash(x)=20790866) +2703 train 7.605958 (lr=1.7500e-04) (hash(x)=27706477) +2704 train 7.698310 (lr=1.7500e-04) (hash(x)=30358985) +2705 train 7.287324 (lr=1.7500e-04) (hash(x)=23548492) +2706 train 7.443890 (lr=1.7500e-04) (hash(x)=25879696) +2707 train 7.303673 (lr=1.7500e-04) (hash(x)=23711800) +2708 train 7.858409 (lr=1.7500e-04) (hash(x)=28763123) +2709 train 7.435908 (lr=1.7500e-04) (hash(x)=23327642) +2710 train 7.492552 (lr=1.7500e-04) (hash(x)=25634166) +2711 train 7.419902 (lr=1.7500e-04) (hash(x)=28684175) +2712 train 7.570697 (lr=1.7500e-04) (hash(x)=23996278) +2713 train 7.266905 (lr=1.7500e-04) (hash(x)=21795980) +2714 train 7.485965 (lr=1.7500e-04) (hash(x)=24840769) +2715 train 7.433345 (lr=1.7500e-04) (hash(x)=25225466) +2716 train 7.707417 (lr=1.7500e-04) (hash(x)=27500471) +2717 train 7.403923 (lr=1.7500e-04) (hash(x)=24703036) +2718 train 7.539119 (lr=1.7500e-04) (hash(x)=24294293) +2719 train 7.517932 (lr=1.7500e-04) (hash(x)=28003600) +2720 train 7.236859 (lr=1.7500e-04) (hash(x)=22822962) +2721 train 7.160451 (lr=1.7500e-04) (hash(x)=24189246) +2722 train 7.261853 (lr=1.7500e-04) (hash(x)=22608951) +2723 train 7.963858 (lr=1.7500e-04) (hash(x)=27989890) +2724 train 7.586831 (lr=1.7500e-04) (hash(x)=24175838) +2725 train 7.461877 (lr=1.7500e-04) (hash(x)=24781792) +2726 train 7.270621 (lr=1.7500e-04) (hash(x)=23413276) +2727 train 7.736469 (lr=1.7500e-04) (hash(x)=27586845) +2728 train 7.526109 (lr=1.7500e-04) (hash(x)=27336264) +2729 train 7.571353 (lr=1.7500e-04) (hash(x)=26808464) +2730 train 7.375106 (lr=1.7500e-04) (hash(x)=22312009) +2731 train 7.465192 (lr=1.7500e-04) (hash(x)=22373927) +2732 train 7.396747 (lr=1.7500e-04) (hash(x)=23428834) +2733 train 7.407683 (lr=1.7500e-04) (hash(x)=25304441) +2734 train 7.408190 (lr=1.7500e-04) (hash(x)=24798164) +2735 train 7.241690 (lr=1.7500e-04) (hash(x)=21176405) +2736 train 7.283202 (lr=1.7500e-04) (hash(x)=22343075) +2737 train 7.361263 (lr=1.7500e-04) (hash(x)=23825332) +2738 train 7.349670 (lr=1.7500e-04) (hash(x)=24191865) +2739 train 7.202877 (lr=1.7500e-04) (hash(x)=23806052) +2740 train 7.282600 (lr=1.7500e-04) (hash(x)=21764591) +2741 train 7.416014 (lr=1.7500e-04) (hash(x)=25548695) +2742 train 7.592206 (lr=1.7500e-04) (hash(x)=26847535) +2743 train 7.326591 (lr=1.7500e-04) (hash(x)=25888433) +2744 train 7.305774 (lr=1.7500e-04) (hash(x)=24327454) +2745 train 7.193626 (lr=1.7500e-04) (hash(x)=22543301) +2746 train 7.559120 (lr=1.7500e-04) (hash(x)=24593022) +2747 train 8.192389 (lr=1.7500e-04) (hash(x)=27797727) +2748 train 7.667091 (lr=1.7500e-04) (hash(x)=28067682) +2749 train 7.277051 (lr=1.7500e-04) (hash(x)=25278538) +2750 val loss 7.4508 +2750 val perplexity 1721.2649 +2750 train 7.260408 (lr=1.7500e-04) (hash(x)=23875731) +2751 train 7.459332 (lr=1.7500e-04) (hash(x)=27916982) +2752 train 7.396141 (lr=1.7500e-04) (hash(x)=25726799) +2753 train 7.266511 (lr=1.7500e-04) (hash(x)=25227141) +2754 train 7.517310 (lr=1.7500e-04) (hash(x)=27679212) +2755 train 7.219347 (lr=1.7500e-04) (hash(x)=24621793) +2756 train 7.149702 (lr=1.7500e-04) (hash(x)=21962296) +2757 train 7.436872 (lr=1.7500e-04) (hash(x)=24899679) +2758 train 7.187416 (lr=1.7500e-04) (hash(x)=21452158) +2759 train 7.315942 (lr=1.7500e-04) (hash(x)=24334708) +2760 train 7.539776 (lr=1.7500e-04) (hash(x)=25523041) +2761 train 7.687662 (lr=1.7500e-04) (hash(x)=30389813) +2762 train 7.233409 (lr=1.7500e-04) (hash(x)=22426014) +2763 train 7.277321 (lr=1.7500e-04) (hash(x)=24419143) +2764 train 7.355254 (lr=1.7500e-04) (hash(x)=24850536) +2765 train 7.443032 (lr=1.7500e-04) (hash(x)=24181393) +2766 train 7.022871 (lr=1.7500e-04) (hash(x)=18882503) +2767 train 7.466077 (lr=1.7500e-04) (hash(x)=25617709) +2768 train 7.403710 (lr=1.7500e-04) (hash(x)=24076662) +2769 train 7.337135 (lr=1.7500e-04) (hash(x)=21656802) +2770 train 7.303969 (lr=1.7500e-04) (hash(x)=21014265) +2771 train 7.454216 (lr=1.7500e-04) (hash(x)=24556034) +2772 train 7.231897 (lr=1.7500e-04) (hash(x)=22046665) +2773 train 7.521427 (lr=1.7500e-04) (hash(x)=26761579) +2774 train 8.940101 (lr=1.7500e-04) (hash(x)=41414315) +2775 train 7.429976 (lr=1.7500e-04) (hash(x)=25152362) +2776 train 7.621419 (lr=1.7500e-04) (hash(x)=25567641) +2777 train 7.560406 (lr=1.7500e-04) (hash(x)=25427935) +2778 train 7.646966 (lr=1.7500e-04) (hash(x)=25824457) +2779 train 7.595624 (lr=1.7500e-04) (hash(x)=24326376) +2780 train 7.631746 (lr=1.7500e-04) (hash(x)=27447230) +2781 train 7.497092 (lr=1.7500e-04) (hash(x)=24003710) +2782 train 7.403008 (lr=1.7500e-04) (hash(x)=24157390) +2783 train 7.495805 (lr=1.7500e-04) (hash(x)=24276512) +2784 train 7.326133 (lr=1.7500e-04) (hash(x)=21503752) +2785 train 7.199950 (lr=1.7500e-04) (hash(x)=20031488) +2786 train 7.263605 (lr=1.7500e-04) (hash(x)=21788715) +2787 train 7.412181 (lr=1.7500e-04) (hash(x)=24344695) +2788 train 7.424753 (lr=1.7500e-04) (hash(x)=22927763) +2789 train 7.371433 (lr=1.7500e-04) (hash(x)=23710755) +2790 train 7.542112 (lr=1.7500e-04) (hash(x)=26924620) +2791 train 7.824226 (lr=1.7500e-04) (hash(x)=26776133) +2792 train 7.328043 (lr=1.7500e-04) (hash(x)=19936770) +2793 train 7.489597 (lr=1.7500e-04) (hash(x)=25440959) +2794 train 7.472117 (lr=1.7500e-04) (hash(x)=25146097) +2795 train 7.275954 (lr=1.7500e-04) (hash(x)=21847282) +2796 train 7.463769 (lr=1.7500e-04) (hash(x)=25639784) +2797 train 7.273920 (lr=1.7500e-04) (hash(x)=21199921) +2798 train 7.460785 (lr=1.7500e-04) (hash(x)=22360806) +2799 train 6.933838 (lr=1.7500e-04) (hash(x)=20254159) +2800 val loss 7.5223 +2800 val perplexity 1848.7966 +2800 train 7.040022 (lr=1.7500e-04) (hash(x)=23348345) +2801 train 7.606363 (lr=1.7500e-04) (hash(x)=24908033) +2802 train 7.389402 (lr=1.7500e-04) (hash(x)=23350309) +2803 train 7.488133 (lr=1.7500e-04) (hash(x)=25044762) +2804 train 7.374134 (lr=1.7500e-04) (hash(x)=24071026) +2805 train 7.144867 (lr=1.7500e-04) (hash(x)=22169363) +2806 train 7.428922 (lr=1.7500e-04) (hash(x)=23757564) +2807 train 7.836713 (lr=1.7500e-04) (hash(x)=27873855) +2808 train 7.640821 (lr=1.7500e-04) (hash(x)=26577893) +2809 train 7.700822 (lr=1.7500e-04) (hash(x)=27001634) +2810 train 7.387707 (lr=1.7500e-04) (hash(x)=24796541) +2811 train 7.320575 (lr=1.7500e-04) (hash(x)=22575615) +2812 train 7.439389 (lr=1.7500e-04) (hash(x)=25876475) +2813 train 7.421166 (lr=1.7500e-04) (hash(x)=24765155) +2814 train 7.424469 (lr=1.7500e-04) (hash(x)=25785699) +2815 train 7.591236 (lr=1.7500e-04) (hash(x)=25113614) +2816 train 7.425177 (lr=1.7500e-04) (hash(x)=24415748) +2817 train 7.527246 (lr=1.7500e-04) (hash(x)=25140622) +2818 train 7.460912 (lr=1.7500e-04) (hash(x)=24845866) +2819 train 7.869414 (lr=1.7500e-04) (hash(x)=28062905) +2820 train 7.426610 (lr=1.7500e-04) (hash(x)=22041086) +2821 train 7.469129 (lr=1.7500e-04) (hash(x)=24957184) +2822 train 7.432257 (lr=1.7500e-04) (hash(x)=24360380) +2823 train 7.532831 (lr=1.7500e-04) (hash(x)=26192886) +2824 train 7.460763 (lr=1.7500e-04) (hash(x)=25001858) +2825 train 7.419630 (lr=1.7500e-04) (hash(x)=24721193) +2826 train 7.474899 (lr=1.7500e-04) (hash(x)=26186227) +2827 train 7.405776 (lr=1.7500e-04) (hash(x)=25770338) +2828 train 7.474034 (lr=1.7500e-04) (hash(x)=25920767) +2829 train 7.404187 (lr=1.7500e-04) (hash(x)=25060684) +2830 train 7.170217 (lr=1.7500e-04) (hash(x)=22933946) +2831 train 7.295230 (lr=1.7500e-04) (hash(x)=24614912) +2832 train 7.119937 (lr=1.7500e-04) (hash(x)=19955522) +2833 train 7.133663 (lr=1.7500e-04) (hash(x)=21111215) +2834 train 7.927718 (lr=1.7500e-04) (hash(x)=28817924) +2835 train 7.506524 (lr=1.7500e-04) (hash(x)=26934071) +2836 train 7.440959 (lr=1.7500e-04) (hash(x)=24768851) +2837 train 7.440105 (lr=1.7500e-04) (hash(x)=25706447) +2838 train 7.249959 (lr=1.7500e-04) (hash(x)=19579834) +2839 train 7.501416 (lr=1.7500e-04) (hash(x)=25397093) +2840 train 7.954280 (lr=1.7500e-04) (hash(x)=27902141) +2841 train 7.520134 (lr=1.7500e-04) (hash(x)=25383069) +2842 train 7.350438 (lr=1.7500e-04) (hash(x)=22007373) +2843 train 7.433212 (lr=1.7500e-04) (hash(x)=25925963) +2844 train 7.473051 (lr=1.7500e-04) (hash(x)=25711128) +2845 train 7.274763 (lr=1.7500e-04) (hash(x)=21881216) +2846 train 7.377113 (lr=1.7500e-04) (hash(x)=20277075) +2847 train 7.423389 (lr=1.7500e-04) (hash(x)=19811802) +2848 train 7.362598 (lr=1.7500e-04) (hash(x)=23878906) +2849 train 7.563196 (lr=1.7500e-04) (hash(x)=25034966) +2850 val loss 7.5397 +2850 val perplexity 1881.2817 +2850 train 7.631226 (lr=1.7500e-04) (hash(x)=24359507) +2851 train 7.355910 (lr=1.7500e-04) (hash(x)=23248423) +2852 train 7.369248 (lr=1.7500e-04) (hash(x)=21782773) +2853 train 7.440188 (lr=1.7500e-04) (hash(x)=23804418) +2854 train 7.445587 (lr=1.7500e-04) (hash(x)=22525078) +2855 train 7.458719 (lr=1.7500e-04) (hash(x)=25579655) +2856 train 7.601956 (lr=1.7500e-04) (hash(x)=27048876) +2857 train 7.741110 (lr=1.7500e-04) (hash(x)=26468479) +2858 train 7.439934 (lr=1.7500e-04) (hash(x)=23854933) +2859 train 7.721149 (lr=1.7500e-04) (hash(x)=25537603) +2860 train 7.206572 (lr=1.7500e-04) (hash(x)=20979252) +2861 train 7.706334 (lr=1.7500e-04) (hash(x)=26504374) +2862 train 7.568718 (lr=1.7500e-04) (hash(x)=27561842) +2863 train 7.516645 (lr=1.7500e-04) (hash(x)=26096514) +2864 train 7.533324 (lr=1.7500e-04) (hash(x)=25926899) +2865 train 7.549985 (lr=1.7500e-04) (hash(x)=26058348) +2866 train 7.555699 (lr=1.7500e-04) (hash(x)=29802259) +2867 train 7.490159 (lr=1.7500e-04) (hash(x)=24132888) +2868 train 7.218400 (lr=1.7500e-04) (hash(x)=23369410) +2869 train 7.379831 (lr=1.7500e-04) (hash(x)=25387506) +2870 train 7.566753 (lr=1.7500e-04) (hash(x)=27375344) +2871 train 7.282627 (lr=1.7500e-04) (hash(x)=22589633) +2872 train 7.453696 (lr=1.7500e-04) (hash(x)=23250237) +2873 train 7.383530 (lr=1.7500e-04) (hash(x)=25511322) +2874 train 7.017561 (lr=1.7500e-04) (hash(x)=18356418) 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(hash(x)=26608712) +2893 train 7.315273 (lr=1.7500e-04) (hash(x)=26333258) +2894 train 7.137771 (lr=1.7500e-04) (hash(x)=20682182) +2895 train 7.538667 (lr=1.7500e-04) (hash(x)=27703124) +2896 train 7.337824 (lr=1.7500e-04) (hash(x)=23228180) +2897 train 7.243885 (lr=1.7500e-04) (hash(x)=25252411) +2898 train 7.201557 (lr=1.7500e-04) (hash(x)=22879178) +2899 train 7.475359 (lr=1.7500e-04) (hash(x)=26459082) +2900 val loss 7.4736 +2900 val perplexity 1760.8699 +2900 train 7.300835 (lr=1.7500e-04) (hash(x)=24569501) +2901 train 7.135159 (lr=1.7500e-04) (hash(x)=19803884) +2902 train 7.168935 (lr=1.7500e-04) (hash(x)=18799747) +2903 train 7.424897 (lr=1.7500e-04) (hash(x)=24781713) +2904 train 7.531052 (lr=1.7500e-04) (hash(x)=25016590) +2905 train 7.712896 (lr=1.7500e-04) (hash(x)=29006906) +2906 train 7.515262 (lr=1.7500e-04) (hash(x)=24069959) +2907 train 7.637987 (lr=1.7500e-04) (hash(x)=26597693) +2908 train 7.271475 (lr=1.7500e-04) (hash(x)=25014146) +2909 train 7.504311 (lr=1.7500e-04) (hash(x)=24943747) +2910 train 7.450002 (lr=1.7500e-04) (hash(x)=27847542) +2911 train 7.352797 (lr=1.7500e-04) (hash(x)=24720476) +2912 train 7.230155 (lr=1.7500e-04) (hash(x)=24388804) +2913 train 7.350220 (lr=1.7500e-04) (hash(x)=23567535) +2914 train 7.602889 (lr=1.7500e-04) (hash(x)=29673625) +2915 train 7.374042 (lr=1.7500e-04) (hash(x)=23691295) +2916 train 7.724295 (lr=1.7500e-04) (hash(x)=26572819) +2917 train 7.400890 (lr=1.7500e-04) (hash(x)=23237812) +2918 train 7.644684 (lr=1.7500e-04) (hash(x)=26531016) +2919 train 7.234891 (lr=1.7500e-04) (hash(x)=23481301) +2920 train 7.456290 (lr=1.7500e-04) (hash(x)=24839184) +2921 train 7.325310 (lr=1.7500e-04) (hash(x)=23327755) +2922 train 7.544955 (lr=1.7500e-04) (hash(x)=26347114) +2923 train 7.277074 (lr=1.7500e-04) (hash(x)=23295676) +2924 train 7.315444 (lr=1.7500e-04) (hash(x)=24557178) +2925 train 7.373666 (lr=1.7500e-04) (hash(x)=26067788) +2926 train 7.303895 (lr=1.7500e-04) (hash(x)=25694982) +2927 train 7.405742 (lr=1.7500e-04) (hash(x)=25641033) +2928 train 7.436670 (lr=1.7500e-04) (hash(x)=24906422) +2929 train 7.576711 (lr=1.7500e-04) (hash(x)=27803515) +2930 train 7.577023 (lr=1.7500e-04) (hash(x)=26208803) +2931 train 7.089066 (lr=1.7500e-04) (hash(x)=22441379) +2932 train 7.362836 (lr=1.7500e-04) (hash(x)=24741626) +2933 train 7.214179 (lr=1.7500e-04) (hash(x)=24595257) +2934 train 7.264595 (lr=1.7500e-04) (hash(x)=23939167) +2935 train 7.560327 (lr=1.7500e-04) (hash(x)=27369437) +2936 train 7.215824 (lr=1.7500e-04) (hash(x)=21409783) +2937 train 7.476726 (lr=1.7500e-04) (hash(x)=25923735) +2938 train 7.484439 (lr=1.7500e-04) (hash(x)=29559511) +2939 train 7.349282 (lr=1.7500e-04) (hash(x)=24482272) +2940 train 7.390842 (lr=1.7500e-04) (hash(x)=24767658) +2941 train 7.513115 (lr=1.7500e-04) (hash(x)=26425020) +2942 train 7.846438 (lr=1.7500e-04) (hash(x)=27444868) +2943 train 7.360055 (lr=1.7500e-04) (hash(x)=24760900) +2944 train 7.478563 (lr=1.7500e-04) (hash(x)=25605407) +2945 train 7.289963 (lr=1.7500e-04) (hash(x)=22886951) +2946 train 7.545606 (lr=1.7500e-04) (hash(x)=26112205) +2947 train 7.422519 (lr=1.7500e-04) (hash(x)=23919156) +2948 train 7.393493 (lr=1.7500e-04) (hash(x)=23729312) +2949 train 7.688536 (lr=1.7500e-04) (hash(x)=30440878) +2950 val loss 7.4717 +2950 val perplexity 1757.5413 +2950 train 7.145458 (lr=1.7500e-04) (hash(x)=20004041) +2951 train 7.175240 (lr=1.7500e-04) (hash(x)=21692546) +2952 train 7.206305 (lr=1.7500e-04) (hash(x)=23021681) +2953 train 7.541711 (lr=1.7500e-04) (hash(x)=26663597) +2954 train 7.393670 (lr=1.7500e-04) (hash(x)=23727385) +2955 train 7.417734 (lr=1.7500e-04) (hash(x)=27692087) +2956 train 7.417358 (lr=1.7500e-04) (hash(x)=24003378) +2957 train 8.032948 (lr=1.7500e-04) (hash(x)=29534673) +2958 train 7.387959 (lr=1.7500e-04) (hash(x)=22875068) +2959 train 7.360535 (lr=1.7500e-04) (hash(x)=22720391) +2960 train 7.141716 (lr=1.7500e-04) (hash(x)=17997400) +2961 train 7.316383 (lr=1.7500e-04) (hash(x)=22853822) +2962 train 7.377615 (lr=1.7500e-04) (hash(x)=25238004) +2963 train 7.530713 (lr=1.7500e-04) (hash(x)=26146560) +2964 train 7.567071 (lr=1.7500e-04) (hash(x)=21894867) +2965 train 7.565536 (lr=1.7500e-04) (hash(x)=23001150) +2966 train 7.336577 (lr=1.7500e-04) (hash(x)=23392923) +2967 train 7.368389 (lr=1.7500e-04) (hash(x)=24376979) +2968 train 7.348011 (lr=1.7500e-04) (hash(x)=23781449) +2969 train 7.488290 (lr=1.7500e-04) (hash(x)=25315495) +2970 train 7.593710 (lr=1.7500e-04) (hash(x)=27165470) +2971 train 7.430370 (lr=1.7500e-04) (hash(x)=22917712) +2972 train 7.733541 (lr=1.7500e-04) (hash(x)=27928456) +2973 train 7.195160 (lr=1.7500e-04) (hash(x)=19890855) +2974 train 7.180646 (lr=1.7500e-04) (hash(x)=21318134) +2975 train 7.272427 (lr=1.7500e-04) (hash(x)=22244509) +2976 train 7.166345 (lr=1.7500e-04) (hash(x)=21293137) +2977 train 7.284046 (lr=1.7500e-04) (hash(x)=23465789) +2978 train 7.267543 (lr=1.7500e-04) (hash(x)=21169753) +2979 train 7.565620 (lr=1.7500e-04) (hash(x)=25243385) +2980 train 7.637956 (lr=1.7500e-04) (hash(x)=27465812) +2981 train 7.371467 (lr=1.7500e-04) (hash(x)=24615492) +2982 train 7.295974 (lr=1.7500e-04) (hash(x)=23081307) +2983 train 7.100929 (lr=1.7500e-04) (hash(x)=21831960) +2984 train 7.209091 (lr=1.7500e-04) (hash(x)=23242850) +2985 train 7.312505 (lr=1.7500e-04) (hash(x)=24308188) +2986 train 7.502788 (lr=1.7500e-04) (hash(x)=28541601) +2987 train 7.382036 (lr=1.7500e-04) (hash(x)=24842373) +2988 train 7.108650 (lr=1.7500e-04) (hash(x)=21967126) +2989 train 7.299147 (lr=1.7500e-04) (hash(x)=22951616) +2990 train 7.416454 (lr=1.7500e-04) (hash(x)=24325714) +2991 train 7.246308 (lr=1.7500e-04) (hash(x)=24921535) +2992 train 7.459139 (lr=1.7500e-04) (hash(x)=25937112) +2993 train 7.193204 (lr=1.7500e-04) (hash(x)=20716218) +2994 train 7.429352 (lr=1.7500e-04) (hash(x)=25450724) +2995 train 7.371469 (lr=1.7500e-04) (hash(x)=24344615) +2996 train 7.101520 (lr=1.7500e-04) (hash(x)=20299058) +2997 train 7.351180 (lr=1.7500e-04) (hash(x)=23859426) +2998 train 7.372958 (lr=1.7500e-04) (hash(x)=23094397) +2999 train 7.669818 (lr=1.7500e-04) (hash(x)=25381251) +3000 val loss 7.4710 +3000 val perplexity 1756.4270 +3000 train 7.341131 (lr=1.7500e-04) (hash(x)=23586527) +3001 train 7.267747 (lr=1.7500e-04) (hash(x)=24220410) +3002 train 7.162069 (lr=1.7500e-04) (hash(x)=20597347) +3003 train 7.235424 (lr=1.7500e-04) (hash(x)=22887303) +3004 train 7.486253 (lr=1.7500e-04) (hash(x)=25869462) +3005 train 7.279799 (lr=1.7500e-04) (hash(x)=22098530) +3006 train 7.529184 (lr=1.7500e-04) (hash(x)=26246291) +3007 train 7.489206 (lr=1.7500e-04) (hash(x)=25687352) +3008 train 7.253078 (lr=1.7500e-04) (hash(x)=25425646) +3009 train 7.416267 (lr=1.7500e-04) (hash(x)=26021124) +3010 train 7.436761 (lr=1.7500e-04) (hash(x)=25392057) +3011 train 7.539291 (lr=1.7500e-04) (hash(x)=27791412) +3012 train 7.317963 (lr=1.7500e-04) (hash(x)=23181098) +3013 train 7.365191 (lr=1.7500e-04) (hash(x)=25521889) +3014 train 7.154705 (lr=1.7500e-04) (hash(x)=21685795) +3015 train 7.324337 (lr=1.7500e-04) (hash(x)=25221654) +3016 train 7.501148 (lr=1.7500e-04) (hash(x)=24888744) +3017 train 7.386796 (lr=1.7500e-04) (hash(x)=24200150) +3018 train 7.350772 (lr=1.7500e-04) (hash(x)=26943942) +3019 train 7.345354 (lr=1.7500e-04) (hash(x)=23243731) +3020 train 7.206055 (lr=1.7500e-04) (hash(x)=21068284) +3021 train 7.365186 (lr=1.7500e-04) (hash(x)=23876902) +3022 train 7.483528 (lr=1.7500e-04) (hash(x)=25337639) +3023 train 7.381266 (lr=1.7500e-04) (hash(x)=24469863) +3024 train 7.842851 (lr=1.7500e-04) (hash(x)=27850876) +3025 train 7.642031 (lr=1.7500e-04) (hash(x)=20515778) +3026 train 7.474761 (lr=1.7500e-04) (hash(x)=29019173) +3027 train 7.118457 (lr=1.7500e-04) (hash(x)=22484936) +3028 train 7.303832 (lr=1.7500e-04) (hash(x)=24639400) +3029 train 7.452966 (lr=1.7500e-04) (hash(x)=26835174) +3030 train 7.554035 (lr=1.7500e-04) (hash(x)=29843763) +3031 train 7.294244 (lr=1.7500e-04) (hash(x)=25291413) +3032 train 7.239316 (lr=1.7500e-04) (hash(x)=24590244) +3033 train 7.488168 (lr=1.7500e-04) (hash(x)=28880142) +3034 train 7.237476 (lr=1.7500e-04) (hash(x)=23372199) +3035 train 7.242560 (lr=1.7500e-04) (hash(x)=23952225) +3036 train 7.342762 (lr=1.7500e-04) (hash(x)=24589186) +3037 train 7.344023 (lr=1.7500e-04) (hash(x)=23260323) +3038 train 7.489497 (lr=1.7500e-04) (hash(x)=25824498) +3039 train 7.388509 (lr=1.7500e-04) (hash(x)=25744274) +3040 train 7.383063 (lr=1.7500e-04) (hash(x)=21610247) +3041 train 7.477326 (lr=1.7500e-04) (hash(x)=25079786) +3042 train 7.166339 (lr=1.7500e-04) (hash(x)=23219195) +3043 train 7.115729 (lr=1.7500e-04) (hash(x)=22616739) +3044 train 7.369356 (lr=1.7500e-04) (hash(x)=24908480) +3045 train 7.204663 (lr=1.7500e-04) (hash(x)=22293489) +3046 train 7.254858 (lr=1.7500e-04) (hash(x)=23557651) +3047 train 7.300606 (lr=1.7500e-04) (hash(x)=24246963) +3048 train 7.418025 (lr=1.7500e-04) (hash(x)=24490083) +3049 train 7.423016 (lr=1.7500e-04) (hash(x)=22372895) +3050 val loss 7.4451 +3050 val perplexity 1711.4692 +3050 train 7.153999 (lr=1.7500e-04) (hash(x)=21759470) +3051 train 7.051612 (lr=1.7500e-04) (hash(x)=19407094) +3052 train 7.371076 (lr=1.7500e-04) (hash(x)=23957047) +3053 train 7.507961 (lr=1.7500e-04) (hash(x)=24719318) +3054 train 7.297219 (lr=1.7500e-04) (hash(x)=20719314) +3055 train 7.241494 (lr=1.7500e-04) (hash(x)=19724058) +3056 train 7.107099 (lr=1.7500e-04) (hash(x)=14407266) +3057 train 6.979607 (lr=1.7500e-04) (hash(x)=12468292) +3058 train 7.201389 (lr=1.7500e-04) (hash(x)=16098279) +3059 train 7.286514 (lr=1.7500e-04) (hash(x)=18836491) +3060 train 7.148956 (lr=1.7500e-04) (hash(x)=19132277) +3061 train 7.292690 (lr=1.7500e-04) (hash(x)=22814208) +3062 train 7.298709 (lr=1.7500e-04) (hash(x)=24838508) +3063 train 7.205379 (lr=1.7500e-04) (hash(x)=20705649) +3064 train 8.120939 (lr=1.7500e-04) (hash(x)=29416914) +3065 train 7.605588 (lr=1.7500e-04) (hash(x)=25972430) +3066 train 7.064653 (lr=1.7500e-04) (hash(x)=23705805) +3067 train 7.139072 (lr=1.7500e-04) (hash(x)=21325875) +3068 train 7.345138 (lr=1.7500e-04) (hash(x)=23526506) +3069 train 7.763967 (lr=1.7500e-04) (hash(x)=27282337) +3070 train 7.632083 (lr=1.7500e-04) (hash(x)=27968043) +3071 train 7.420969 (lr=1.7500e-04) (hash(x)=24938685) +3072 train 7.647059 (lr=1.7500e-04) (hash(x)=26942737) +3073 train 7.578166 (lr=1.7500e-04) (hash(x)=23506879) +3074 train 7.307207 (lr=1.7500e-04) (hash(x)=23589913) +3075 train 7.461255 (lr=1.7500e-04) (hash(x)=25152403) +3076 train 7.541408 (lr=1.7500e-04) (hash(x)=23425868) +3077 train 7.723112 (lr=1.7500e-04) (hash(x)=23966181) +3078 train 7.765177 (lr=1.7500e-04) (hash(x)=27312570) +3079 train 7.388425 (lr=1.7500e-04) (hash(x)=21707000) +3080 train 7.314775 (lr=1.7500e-04) (hash(x)=25600427) +3081 train 7.404763 (lr=1.7500e-04) (hash(x)=24270631) +3082 train 7.535122 (lr=1.7500e-04) (hash(x)=25199537) +3083 train 6.808112 (lr=1.7500e-04) (hash(x)=17952018) +3084 train 6.949306 (lr=1.7500e-04) (hash(x)=18733143) +3085 train 7.616108 (lr=1.7500e-04) (hash(x)=26946100) +3086 train 7.406551 (lr=1.7500e-04) (hash(x)=25547515) +3087 train 7.327568 (lr=1.7500e-04) (hash(x)=24948980) +3088 train 8.568940 (lr=1.7500e-04) (hash(x)=35461645) +3089 train 7.571342 (lr=1.7500e-04) (hash(x)=28330877) +3090 train 7.490286 (lr=1.7500e-04) (hash(x)=27687861) +3091 train 7.614559 (lr=1.7500e-04) (hash(x)=28012110) +3092 train 7.523117 (lr=1.7500e-04) (hash(x)=24684480) +3093 train 7.502397 (lr=1.7500e-04) (hash(x)=26225786) +3094 train 7.193126 (lr=1.7500e-04) (hash(x)=23098156) +3095 train 7.691812 (lr=1.7500e-04) (hash(x)=30773958) +3096 train 7.969121 (lr=1.7500e-04) (hash(x)=28640406) +3097 train 7.905113 (lr=1.7500e-04) (hash(x)=28201086) +3098 train 8.227983 (lr=1.7500e-04) (hash(x)=35002344) +3099 train 7.792203 (lr=1.7500e-04) (hash(x)=29481068) +3100 val loss 7.4515 +3100 val perplexity 1722.4473 +3100 train 7.361362 (lr=1.7500e-04) (hash(x)=26374528) +3101 train 7.316177 (lr=1.7500e-04) (hash(x)=24153602) +3102 train 7.370548 (lr=1.7500e-04) (hash(x)=25478746) +3103 train 7.641963 (lr=1.7500e-04) (hash(x)=26769046) +3104 train 7.264389 (lr=1.7500e-04) (hash(x)=21841970) +3105 train 7.557187 (lr=1.7500e-04) (hash(x)=27693052) +3106 train 7.067075 (lr=1.7500e-04) (hash(x)=20689448) +3107 train 7.357190 (lr=1.7500e-04) (hash(x)=26755048) +3108 train 7.433406 (lr=1.7500e-04) (hash(x)=24431904) +3109 train 7.240807 (lr=1.7500e-04) (hash(x)=21009792) +3110 train 7.353681 (lr=1.7500e-04) (hash(x)=21909003) +3111 train 7.371846 (lr=1.7500e-04) (hash(x)=18849656) +3112 train 7.471748 (lr=1.7500e-04) (hash(x)=22223376) +3113 train 7.715804 (lr=1.7500e-04) (hash(x)=25652491) +3114 train 7.610254 (lr=1.7500e-04) (hash(x)=23521434) +3115 train 7.725415 (lr=1.7500e-04) (hash(x)=25449800) +3116 train 8.091366 (lr=1.7500e-04) (hash(x)=27655847) +3117 train 8.148430 (lr=1.7500e-04) (hash(x)=29878248) +3118 train 8.139821 (lr=1.7500e-04) (hash(x)=30444094) +3119 train 7.781068 (lr=1.7500e-04) (hash(x)=24624950) +3120 train 7.302014 (lr=1.7500e-04) (hash(x)=20798511) +3121 train 7.601549 (lr=1.7500e-04) (hash(x)=26581679) +3122 train 7.604530 (lr=1.7500e-04) (hash(x)=25333422) +3123 train 7.616266 (lr=1.7500e-04) (hash(x)=26174069) +3124 train 7.656824 (lr=1.7500e-04) (hash(x)=25219475) +3125 train 7.537045 (lr=1.7500e-04) (hash(x)=20919061) +3126 train 7.408165 (lr=1.7500e-04) (hash(x)=23828688) +3127 train 7.865120 (lr=1.7500e-04) (hash(x)=27299605) +3128 train 7.258195 (lr=1.7500e-04) (hash(x)=23797514) +3129 train 7.508371 (lr=1.7500e-04) (hash(x)=23601883) +3130 train 7.743835 (lr=1.7500e-04) (hash(x)=31003964) +3131 train 7.480046 (lr=1.7500e-04) (hash(x)=24777273) +3132 train 7.399597 (lr=1.7500e-04) (hash(x)=25403249) +3133 train 7.576508 (lr=1.7500e-04) (hash(x)=28913150) +3134 train 7.585409 (lr=1.7500e-04) (hash(x)=26541508) +3135 train 7.472456 (lr=1.7500e-04) (hash(x)=24113445) +3136 train 7.223434 (lr=1.7500e-04) (hash(x)=25464565) +3137 train 7.489830 (lr=1.7500e-04) (hash(x)=26581432) +3138 train 7.359039 (lr=1.7500e-04) (hash(x)=23074513) +3139 train 7.224257 (lr=1.7500e-04) (hash(x)=23970384) +3140 train 7.428560 (lr=1.7500e-04) (hash(x)=26694495) +3141 train 7.412010 (lr=1.7500e-04) (hash(x)=26883445) +3142 train 7.563637 (lr=1.7500e-04) (hash(x)=28632211) +3143 train 7.922247 (lr=1.7500e-04) (hash(x)=32644465) +3144 train 7.698309 (lr=1.7500e-04) (hash(x)=27490443) +3145 train 7.303328 (lr=1.7500e-04) (hash(x)=23814853) +3146 train 7.734231 (lr=1.7500e-04) (hash(x)=29664236) +3147 train 7.979352 (lr=1.7500e-04) (hash(x)=29951548) +3148 train 7.769451 (lr=1.7500e-04) (hash(x)=28426503) +3149 train 7.171149 (lr=1.7500e-04) (hash(x)=23727657) +3150 val loss 7.4383 +3150 val perplexity 1699.8436 +3150 train 7.307522 (lr=1.7500e-04) (hash(x)=21430659) +3151 train 7.352141 (lr=1.7500e-04) (hash(x)=25829219) +3152 train 7.511431 (lr=1.7500e-04) (hash(x)=29735208) +3153 train 7.581750 (lr=1.7500e-04) (hash(x)=28173447) +3154 train 7.274191 (lr=1.7500e-04) (hash(x)=22909641) +3155 train 7.450481 (lr=1.7500e-04) (hash(x)=20556094) +3156 train 7.222027 (lr=1.7500e-04) (hash(x)=24013769) +3157 train 7.190047 (lr=1.7500e-04) (hash(x)=22525971) +3158 train 7.281773 (lr=1.7500e-04) (hash(x)=25492728) +3159 train 7.326892 (lr=1.7500e-04) (hash(x)=25194550) +3160 train 7.422671 (lr=1.7500e-04) (hash(x)=25610603) +3161 train 7.402493 (lr=1.7500e-04) (hash(x)=23848640) +3162 train 7.258284 (lr=1.7500e-04) (hash(x)=24082226) +3163 train 7.590065 (lr=1.7500e-04) (hash(x)=28482186) +3164 train 7.487564 (lr=1.7500e-04) (hash(x)=27542978) +3165 train 7.294876 (lr=1.7500e-04) (hash(x)=22540954) +3166 train 7.413326 (lr=1.7500e-04) (hash(x)=26103641) +3167 train 7.367784 (lr=1.7500e-04) (hash(x)=25941804) +3168 train 7.388138 (lr=1.7500e-04) (hash(x)=25965921) +3169 train 7.584184 (lr=1.7500e-04) (hash(x)=25631269) +3170 train 7.221359 (lr=1.7500e-04) (hash(x)=23471525) +3171 train 7.426025 (lr=1.7500e-04) (hash(x)=27049208) +3172 train 7.447063 (lr=1.7500e-04) (hash(x)=27074992) +3173 train 7.375745 (lr=1.7500e-04) (hash(x)=25712617) +3174 train 7.356304 (lr=1.7500e-04) (hash(x)=25884917) +3175 train 7.375453 (lr=1.7500e-04) (hash(x)=24075727) +3176 train 7.254080 (lr=1.7500e-04) (hash(x)=23681759) +3177 train 7.550079 (lr=1.7500e-04) (hash(x)=25786577) +3178 train 7.578144 (lr=1.7500e-04) (hash(x)=27307614) +3179 train 7.556348 (lr=1.7500e-04) (hash(x)=25082806) +3180 train 7.550470 (lr=1.7500e-04) (hash(x)=26098308) +3181 train 7.341275 (lr=1.7500e-04) (hash(x)=24080140) +3182 train 7.476767 (lr=1.7500e-04) (hash(x)=26399395) +3183 train 7.517564 (lr=1.7500e-04) (hash(x)=23104539) +3184 train 7.208899 (lr=1.7500e-04) (hash(x)=23356930) +3185 train 7.444228 (lr=1.7500e-04) (hash(x)=27972420) +3186 train 7.161359 (lr=1.7500e-04) (hash(x)=21338924) +3187 train 7.560220 (lr=1.7500e-04) (hash(x)=25351113) +3188 train 7.467584 (lr=1.7500e-04) (hash(x)=26019439) +3189 train 7.497060 (lr=1.7500e-04) (hash(x)=30149312) +3190 train 7.270218 (lr=1.7500e-04) (hash(x)=23028152) +3191 train 7.613881 (lr=1.7500e-04) (hash(x)=23018983) +3192 train 7.253958 (lr=1.7500e-04) (hash(x)=23190787) +3193 train 7.635947 (lr=1.7500e-04) (hash(x)=27798543) +3194 train 7.422415 (lr=1.7500e-04) (hash(x)=25193663) +3195 train 7.257829 (lr=1.7500e-04) (hash(x)=25302106) +3196 train 7.379364 (lr=1.7500e-04) (hash(x)=24325364) +3197 train 7.377051 (lr=1.7500e-04) (hash(x)=25399101) +3198 train 7.247284 (lr=1.7500e-04) (hash(x)=23606439) +3199 train 7.282745 (lr=1.7500e-04) (hash(x)=24422929) +3200 val loss 7.4176 +3200 val perplexity 1665.0099 +3200 train 7.481543 (lr=1.7500e-04) (hash(x)=24760381) +3201 train 7.128541 (lr=1.7500e-04) (hash(x)=23278576) +3202 train 7.349063 (lr=1.7500e-04) (hash(x)=24897511) +3203 train 7.630714 (lr=1.7500e-04) (hash(x)=29052117) +3204 train 7.393186 (lr=1.7500e-04) (hash(x)=25772923) +3205 train 7.553304 (lr=1.7500e-04) (hash(x)=25885977) +3206 train 7.309380 (lr=1.7500e-04) (hash(x)=21985272) +3207 train 7.286138 (lr=1.7500e-04) (hash(x)=23389696) +3208 train 7.197164 (lr=1.7500e-04) (hash(x)=25299042) +3209 train 7.359213 (lr=1.7500e-04) (hash(x)=23703987) +3210 train 7.320786 (lr=1.7500e-04) (hash(x)=23362342) +3211 train 7.397793 (lr=1.7500e-04) (hash(x)=23962503) +3212 train 7.322188 (lr=1.7500e-04) (hash(x)=21216023) +3213 train 7.378204 (lr=1.7500e-04) (hash(x)=25841931) +3214 train 7.267144 (lr=1.7500e-04) (hash(x)=23631428) +3215 train 7.625730 (lr=1.7500e-04) (hash(x)=29102969) +3216 train 7.433983 (lr=1.7500e-04) (hash(x)=25782766) +3217 train 7.649962 (lr=1.7500e-04) (hash(x)=28825867) +3218 train 7.569937 (lr=1.7500e-04) (hash(x)=24609499) +3219 train 7.522569 (lr=1.7500e-04) (hash(x)=24948166) +3220 train 7.572144 (lr=1.7500e-04) (hash(x)=26919841) +3221 train 7.452087 (lr=1.7500e-04) (hash(x)=27236198) +3222 train 7.244577 (lr=1.7500e-04) (hash(x)=24029305) 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(hash(x)=21944576) +3241 train 7.506173 (lr=1.7500e-04) (hash(x)=21671079) +3242 train 7.368073 (lr=1.7500e-04) (hash(x)=23912980) +3243 train 7.371553 (lr=1.7500e-04) (hash(x)=25205781) +3244 train 7.349139 (lr=1.7500e-04) (hash(x)=25654244) +3245 train 7.287658 (lr=1.7500e-04) (hash(x)=23335929) +3246 train 7.678370 (lr=1.7500e-04) (hash(x)=27953926) +3247 train 7.438249 (lr=1.7500e-04) (hash(x)=27004415) +3248 train 7.090991 (lr=1.7500e-04) (hash(x)=20471566) +3249 train 7.327985 (lr=1.7500e-04) (hash(x)=25797941) +3250 val loss 7.4228 +3250 val perplexity 1673.7462 +3250 train 7.203211 (lr=1.7500e-04) (hash(x)=21787064) +3251 train 7.219903 (lr=1.7500e-04) (hash(x)=22974875) +3252 train 7.455427 (lr=1.7500e-04) (hash(x)=28431267) +3253 train 7.339647 (lr=1.7500e-04) (hash(x)=25584910) +3254 train 7.190637 (lr=1.7500e-04) (hash(x)=23888922) +3255 train 7.372711 (lr=1.7500e-04) (hash(x)=22265063) +3256 train 7.021259 (lr=1.7500e-04) (hash(x)=21926624) +3257 train 7.304095 (lr=1.7500e-04) (hash(x)=23073191) +3258 train 7.292797 (lr=1.7500e-04) (hash(x)=24409183) +3259 train 7.355899 (lr=1.7500e-04) (hash(x)=23312114) +3260 train 7.232512 (lr=1.7500e-04) (hash(x)=21001289) +3261 train 7.419345 (lr=1.7500e-04) (hash(x)=25514824) +3262 train 7.225965 (lr=1.7500e-04) (hash(x)=22526800) +3263 train 7.641290 (lr=1.7500e-04) (hash(x)=26905990) +3264 train 7.309227 (lr=1.7500e-04) (hash(x)=24469631) +3265 train 7.154424 (lr=1.7500e-04) (hash(x)=21149081) +3266 train 7.383331 (lr=1.7500e-04) (hash(x)=24696215) +3267 train 7.701354 (lr=1.7500e-04) (hash(x)=27089280) +3268 train 7.274383 (lr=1.7500e-04) (hash(x)=23100446) +3269 train 7.496857 (lr=1.7500e-04) (hash(x)=25061229) +3270 train 7.387321 (lr=1.7500e-04) (hash(x)=24337543) +3271 train 7.423531 (lr=1.7500e-04) (hash(x)=24047679) +3272 train 7.502239 (lr=1.7500e-04) (hash(x)=27616773) +3273 train 7.400148 (lr=1.7500e-04) (hash(x)=25315110) +3274 train 7.487555 (lr=1.7500e-04) (hash(x)=28354645) +3275 train 7.287993 (lr=1.7500e-04) (hash(x)=25034684) +3276 train 7.329034 (lr=1.7500e-04) (hash(x)=23550342) +3277 train 7.995506 (lr=1.7500e-04) (hash(x)=28661487) +3278 train 7.556480 (lr=1.7500e-04) (hash(x)=24724622) +3279 train 7.504431 (lr=1.7500e-04) (hash(x)=26905582) +3280 train 7.590123 (lr=1.7500e-04) (hash(x)=26838818) +3281 train 7.349913 (lr=1.7500e-04) (hash(x)=23949017) +3282 train 6.902390 (lr=1.7500e-04) (hash(x)=18846300) +3283 train 7.240486 (lr=1.7500e-04) (hash(x)=21406950) +3284 train 7.114030 (lr=1.7500e-04) (hash(x)=21157696) +3285 train 7.204761 (lr=1.7500e-04) (hash(x)=21440152) +3286 train 7.364040 (lr=1.7500e-04) (hash(x)=26749182) +3287 train 7.521442 (lr=1.7500e-04) (hash(x)=29018970) +3288 train 7.489311 (lr=1.7500e-04) (hash(x)=27577517) +3289 train 7.140280 (lr=1.7500e-04) (hash(x)=19190537) +3290 train 7.154503 (lr=1.7500e-04) (hash(x)=21957991) +3291 train 7.210283 (lr=1.7500e-04) (hash(x)=20853530) +3292 train 7.145374 (lr=1.7500e-04) (hash(x)=22291731) +3293 train 7.258626 (lr=1.7500e-04) (hash(x)=23786853) +3294 train 7.437900 (lr=1.7500e-04) (hash(x)=25740147) +3295 train 7.534961 (lr=1.7500e-04) (hash(x)=24503315) +3296 train 7.250934 (lr=1.7500e-04) (hash(x)=22541728) +3297 train 7.611811 (lr=1.7500e-04) (hash(x)=27067328) +3298 train 7.260522 (lr=1.7500e-04) (hash(x)=22600715) +3299 train 7.296689 (lr=1.7500e-04) (hash(x)=23080074) +3300 val loss 7.4672 +3300 val perplexity 1749.6970 +3300 train 7.138075 (lr=1.7500e-04) (hash(x)=22097758) +3301 train 7.260158 (lr=1.7500e-04) (hash(x)=24105430) +3302 train 7.212570 (lr=1.7500e-04) (hash(x)=23343775) +3303 train 7.398543 (lr=1.7500e-04) (hash(x)=22607537) +3304 train 7.477661 (lr=1.7500e-04) (hash(x)=26501182) +3305 train 7.693778 (lr=1.7500e-04) (hash(x)=26063650) +3306 train 7.333756 (lr=1.7500e-04) (hash(x)=23486602) +3307 train 8.297968 (lr=1.7500e-04) (hash(x)=32179773) +3308 train 11.507316 (lr=1.7500e-04) (hash(x)=66155855) +3309 train 8.653766 (lr=1.7500e-04) (hash(x)=37724427) +3310 train 7.753702 (lr=1.7500e-04) (hash(x)=28861610) +3311 train 7.725783 (lr=1.7500e-04) (hash(x)=26690225) +3312 train 7.360346 (lr=1.7500e-04) (hash(x)=24136450) +3313 train 7.543518 (lr=1.7500e-04) (hash(x)=23702010) +3314 train 7.828388 (lr=1.7500e-04) (hash(x)=28761762) +3315 train 7.184865 (lr=1.7500e-04) (hash(x)=22109609) +3316 train 7.502498 (lr=1.7500e-04) (hash(x)=25168631) +3317 train 7.408003 (lr=1.7500e-04) (hash(x)=24503786) +3318 train 7.420049 (lr=1.7500e-04) (hash(x)=23698606) +3319 train 7.429904 (lr=1.7500e-04) (hash(x)=24226255) +3320 train 7.938391 (lr=1.7500e-04) (hash(x)=31110577) +3321 train 7.421048 (lr=1.7500e-04) (hash(x)=24752754) +3322 train 7.212689 (lr=1.7500e-04) (hash(x)=21135610) +3323 train 7.207170 (lr=1.7500e-04) (hash(x)=23013573) +3324 train 7.028587 (lr=1.7500e-04) (hash(x)=20289715) +3325 train 7.224201 (lr=1.7500e-04) (hash(x)=22700287) +3326 train 7.304704 (lr=1.7500e-04) (hash(x)=21320362) +3327 train 7.434576 (lr=1.7500e-04) (hash(x)=23622702) +3328 train 7.716581 (lr=1.7500e-04) (hash(x)=27435461) +3329 train 7.517226 (lr=1.7500e-04) (hash(x)=25435452) +3330 train 7.456048 (lr=1.7500e-04) (hash(x)=27952557) +3331 train 7.127258 (lr=1.7500e-04) (hash(x)=21517429) +3332 train 7.279581 (lr=1.7500e-04) (hash(x)=24288985) +3333 train 7.406269 (lr=1.7500e-04) (hash(x)=23374788) +3334 train 7.310314 (lr=1.7500e-04) (hash(x)=22042499) +3335 train 7.480030 (lr=1.7500e-04) (hash(x)=23910425) +3336 train 7.831386 (lr=1.7500e-04) (hash(x)=28118508) +3337 train 7.594068 (lr=1.7500e-04) (hash(x)=26737440) +3338 train 7.375832 (lr=1.7500e-04) (hash(x)=24472271) +3339 train 7.353596 (lr=1.7500e-04) (hash(x)=24407484) +3340 train 7.807760 (lr=1.7500e-04) (hash(x)=27908937) +3341 train 7.977512 (lr=1.7500e-04) (hash(x)=29038937) +3342 train 7.767676 (lr=1.7500e-04) (hash(x)=24802580) +3343 train 7.752042 (lr=1.7500e-04) (hash(x)=27213318) +3344 train 7.721777 (lr=1.7500e-04) (hash(x)=28693458) +3345 train 7.098167 (lr=1.7500e-04) (hash(x)=20332324) +3346 train 7.476743 (lr=1.7500e-04) (hash(x)=26726007) +3347 train 7.378963 (lr=1.7500e-04) (hash(x)=25524191) +3348 train 7.430997 (lr=1.7500e-04) (hash(x)=25553293) +3349 train 7.398370 (lr=1.7500e-04) (hash(x)=25614848) +3350 val loss 7.4457 +3350 val perplexity 1712.5485 +3350 train 7.456122 (lr=1.7500e-04) (hash(x)=25747903) +3351 train 7.448645 (lr=1.7500e-04) (hash(x)=26701577) +3352 train 7.200565 (lr=1.7500e-04) (hash(x)=21964135) +3353 train 7.312543 (lr=1.7500e-04) (hash(x)=24461007) +3354 train 7.351656 (lr=1.7500e-04) (hash(x)=25818495) +3355 train 7.193386 (lr=1.7500e-04) (hash(x)=22091266) +3356 train 7.191968 (lr=1.7500e-04) (hash(x)=24476213) +3357 train 7.514563 (lr=1.7500e-04) (hash(x)=24500423) +3358 train 7.283028 (lr=1.7500e-04) (hash(x)=21754841) +3359 train 7.592618 (lr=1.7500e-04) (hash(x)=26216794) +3360 train 7.137379 (lr=1.7500e-04) (hash(x)=24267249) +3361 train 7.393697 (lr=1.7500e-04) (hash(x)=23143515) +3362 train 7.310284 (lr=1.7500e-04) (hash(x)=24120302) +3363 train 7.377519 (lr=1.7500e-04) (hash(x)=20817340) +3364 train 7.406789 (lr=1.7500e-04) (hash(x)=22285847) +3365 train 7.701994 (lr=1.7500e-04) (hash(x)=28151597) +3366 train 8.123332 (lr=1.7500e-04) (hash(x)=31593285) +3367 train 7.731848 (lr=1.7500e-04) (hash(x)=27579623) +3368 train 7.434363 (lr=1.7500e-04) (hash(x)=24995988) +3369 train 7.068805 (lr=1.7500e-04) (hash(x)=22166810) +3370 train 7.298345 (lr=1.7500e-04) (hash(x)=23948298) +3371 train 7.193817 (lr=1.7500e-04) (hash(x)=21532187) +3372 train 7.274456 (lr=1.7500e-04) (hash(x)=23571652) +3373 train 7.651866 (lr=1.7500e-04) (hash(x)=26911513) +3374 train 7.542150 (lr=1.7500e-04) (hash(x)=24011329) +3375 train 7.767198 (lr=1.7500e-04) (hash(x)=26086198) +3376 train 7.342703 (lr=1.7500e-04) (hash(x)=22844402) +3377 train 7.319826 (lr=1.7500e-04) (hash(x)=21817762) +3378 train 7.394943 (lr=1.7500e-04) (hash(x)=23903232) +3379 train 7.324800 (lr=1.7500e-04) (hash(x)=23911729) +3380 train 7.281633 (lr=1.7500e-04) (hash(x)=24485288) +3381 train 7.488508 (lr=1.7500e-04) (hash(x)=27955492) +3382 train 7.224683 (lr=1.7500e-04) (hash(x)=25884586) +3383 train 7.403435 (lr=1.7500e-04) (hash(x)=24863441) +3384 train 7.640596 (lr=1.7500e-04) (hash(x)=22045992) +3385 train 7.822354 (lr=1.7500e-04) (hash(x)=29174796) +3386 train 8.083257 (lr=1.7500e-04) (hash(x)=32589942) +3387 train 7.703969 (lr=1.7500e-04) (hash(x)=28856978) +3388 train 7.239903 (lr=1.7500e-04) (hash(x)=21667904) +3389 train 7.194103 (lr=1.7500e-04) (hash(x)=23431801) +3390 train 7.035446 (lr=1.7500e-04) (hash(x)=20877285) +3391 train 7.254395 (lr=1.7500e-04) (hash(x)=25236385) +3392 train 7.393926 (lr=1.7500e-04) (hash(x)=25373071) +3393 train 7.567935 (lr=1.7500e-04) (hash(x)=25713464) +3394 train 7.503966 (lr=1.7500e-04) (hash(x)=25713475) +3395 train 7.437572 (lr=1.7500e-04) (hash(x)=24278687) +3396 train 7.576908 (lr=1.7500e-04) (hash(x)=27491349) +3397 train 7.458287 (lr=1.7500e-04) (hash(x)=24513692) +3398 train 7.583173 (lr=1.7500e-04) (hash(x)=26853415) +3399 train 7.623828 (lr=1.7500e-04) (hash(x)=25330803) +3400 val loss 7.4408 +3400 val perplexity 1704.0743 +3400 train 7.575482 (lr=1.7500e-04) (hash(x)=26578066) +3401 train 7.603508 (lr=1.7500e-04) (hash(x)=26811522) +3402 train 7.359383 (lr=1.7500e-04) (hash(x)=25611092) +3403 train 7.202413 (lr=1.7500e-04) (hash(x)=21568545) +3404 train 7.192454 (lr=1.7500e-04) (hash(x)=22756484) +3405 train 7.431274 (lr=1.7500e-04) (hash(x)=27927608) +3406 train 7.481230 (lr=1.7500e-04) (hash(x)=27497018) +3407 train 7.284473 (lr=1.7500e-04) (hash(x)=22508532) +3408 train 7.660511 (lr=1.7500e-04) (hash(x)=26673287) +3409 train 7.358736 (lr=1.7500e-04) (hash(x)=23675869) +3410 train 7.277509 (lr=1.7500e-04) (hash(x)=25496948) +3411 train 7.257127 (lr=1.7500e-04) (hash(x)=24850662) +3412 train 7.531987 (lr=1.7500e-04) (hash(x)=29790167) +3413 train 7.211403 (lr=1.7500e-04) (hash(x)=24193434) +3414 train 7.531448 (lr=1.7500e-04) (hash(x)=25310919) +3415 train 7.247715 (lr=1.7500e-04) (hash(x)=21799261) +3416 train 7.554544 (lr=1.7500e-04) (hash(x)=26620074) +3417 train 7.485380 (lr=1.7500e-04) (hash(x)=26719309) +3418 train 7.844055 (lr=1.7500e-04) (hash(x)=23190530) +3419 train 7.422853 (lr=1.7500e-04) (hash(x)=24884891) +3420 train 7.420845 (lr=1.7500e-04) (hash(x)=25545849) +3421 train 7.430465 (lr=1.7500e-04) (hash(x)=26021405) +3422 train 7.367003 (lr=1.7500e-04) (hash(x)=23887343) +3423 train 7.412735 (lr=1.7500e-04) (hash(x)=26311168) +3424 train 7.148744 (lr=1.7500e-04) (hash(x)=21051541) +3425 train 7.460031 (lr=1.7500e-04) (hash(x)=23553179) +3426 train 7.354680 (lr=1.7500e-04) (hash(x)=24345540) +3427 train 7.806633 (lr=1.7500e-04) (hash(x)=27549895) +3428 train 7.169900 (lr=1.7500e-04) (hash(x)=22559753) +3429 train 7.101438 (lr=1.7500e-04) (hash(x)=21647642) +3430 train 6.989679 (lr=1.7500e-04) (hash(x)=20130901) +3431 train 7.158389 (lr=1.7500e-04) (hash(x)=20977430) +3432 train 7.116048 (lr=1.7500e-04) (hash(x)=21356429) +3433 train 7.135882 (lr=1.7500e-04) (hash(x)=23494380) +3434 train 7.385610 (lr=1.7500e-04) (hash(x)=23805501) +3435 train 7.270422 (lr=1.7500e-04) (hash(x)=23448855) +3436 train 7.682054 (lr=1.7500e-04) (hash(x)=26000319) +3437 train 7.154822 (lr=1.7500e-04) (hash(x)=21760032) +3438 train 7.276235 (lr=1.7500e-04) (hash(x)=24424886) +3439 train 7.607196 (lr=1.7500e-04) (hash(x)=26941617) +3440 train 7.583806 (lr=1.7500e-04) (hash(x)=26798528) +3441 train 7.588216 (lr=1.7500e-04) (hash(x)=27464193) +3442 train 7.524896 (lr=1.7500e-04) (hash(x)=25649118) +3443 train 7.621962 (lr=1.7500e-04) (hash(x)=26953192) +3444 train 7.445843 (lr=1.7500e-04) (hash(x)=22224958) +3445 train 7.269229 (lr=1.7500e-04) (hash(x)=24044587) +3446 train 7.685659 (lr=1.7500e-04) (hash(x)=29584466) +3447 train 8.028806 (lr=1.7500e-04) (hash(x)=30008957) +3448 train 7.964797 (lr=1.7500e-04) (hash(x)=26059290) +3449 train 6.953148 (lr=1.7500e-04) (hash(x)=19733965) +3450 val loss 7.3997 +3450 val perplexity 1635.4285 +3450 train 7.469374 (lr=1.7500e-04) (hash(x)=23960200) +3451 train 7.626718 (lr=1.7500e-04) (hash(x)=27069893) +3452 train 7.258114 (lr=1.7500e-04) (hash(x)=23947772) +3453 train 7.369756 (lr=1.7500e-04) (hash(x)=22707406) +3454 train 7.521304 (lr=1.7500e-04) (hash(x)=27832550) +3455 train 7.392276 (lr=1.7500e-04) (hash(x)=27125962) +3456 train 7.263322 (lr=1.7500e-04) (hash(x)=24510254) +3457 train 7.060643 (lr=1.7500e-04) (hash(x)=23545652) +3458 train 7.149226 (lr=1.7500e-04) (hash(x)=23554751) +3459 train 7.280061 (lr=1.7500e-04) (hash(x)=23341415) +3460 train 7.385094 (lr=1.7500e-04) (hash(x)=21784583) +3461 train 7.224212 (lr=1.7500e-04) (hash(x)=22214769) +3462 train 7.269164 (lr=1.7500e-04) (hash(x)=24206922) +3463 train 7.401625 (lr=1.7500e-04) (hash(x)=25888358) +3464 train 7.247364 (lr=1.7500e-04) (hash(x)=22689666) +3465 train 7.372846 (lr=1.7500e-04) (hash(x)=24918697) +3466 train 7.658687 (lr=1.7500e-04) (hash(x)=28237214) +3467 train 7.699520 (lr=1.7500e-04) (hash(x)=26761645) +3468 train 7.391933 (lr=1.7500e-04) (hash(x)=26979307) +3469 train 7.325562 (lr=1.7500e-04) (hash(x)=23553754) +3470 train 7.451838 (lr=1.7500e-04) (hash(x)=25256849) +3471 train 7.359759 (lr=1.7500e-04) (hash(x)=21725719) +3472 train 7.406531 (lr=1.7500e-04) (hash(x)=24897801) +3473 train 7.343833 (lr=1.7500e-04) (hash(x)=26175307) +3474 train 7.149824 (lr=1.7500e-04) (hash(x)=23309218) +3475 train 7.247573 (lr=1.7500e-04) (hash(x)=25746493) +3476 train 7.534750 (lr=1.7500e-04) (hash(x)=27169613) +3477 train 7.238948 (lr=1.7500e-04) (hash(x)=22937341) +3478 train 7.366381 (lr=1.7500e-04) (hash(x)=24250636) +3479 train 7.185896 (lr=1.7500e-04) (hash(x)=21669704) +3480 train 7.203916 (lr=1.7500e-04) (hash(x)=24431839) +3481 train 7.209925 (lr=1.7500e-04) (hash(x)=22763387) +3482 train 7.227811 (lr=1.7500e-04) (hash(x)=20489446) +3483 train 7.174583 (lr=1.7500e-04) (hash(x)=21167493) +3484 train 7.179990 (lr=1.7500e-04) (hash(x)=23465087) +3485 train 7.387006 (lr=1.7500e-04) (hash(x)=26175023) +3486 train 7.534261 (lr=1.7500e-04) (hash(x)=24986207) +3487 train 7.086474 (lr=1.7500e-04) (hash(x)=23166993) +3488 train 7.352761 (lr=1.7500e-04) (hash(x)=25281216) +3489 train 7.155272 (lr=1.7500e-04) (hash(x)=21824285) +3490 train 7.229149 (lr=1.7500e-04) (hash(x)=22352750) +3491 train 7.431169 (lr=1.7500e-04) (hash(x)=23947208) +3492 train 7.473837 (lr=1.7500e-04) (hash(x)=26257363) +3493 train 7.305112 (lr=1.7500e-04) (hash(x)=25103214) +3494 train 7.373044 (lr=1.7500e-04) (hash(x)=25267583) +3495 train 7.426827 (lr=1.7500e-04) (hash(x)=26235974) +3496 train 7.578884 (lr=1.7500e-04) (hash(x)=26430769) +3497 train 7.953872 (lr=1.7500e-04) (hash(x)=28282027) +3498 train 7.870438 (lr=1.7500e-04) (hash(x)=28386462) +3499 train 7.523441 (lr=1.7500e-04) (hash(x)=29822604) +3500 val loss 7.4035 +3500 val perplexity 1641.6736 +3500 train 7.431942 (lr=1.7500e-04) (hash(x)=29225386) +3501 train 7.349533 (lr=1.7500e-04) (hash(x)=25249294) +3502 train 7.141235 (lr=1.7500e-04) (hash(x)=20020741) +3503 train 7.297354 (lr=1.7500e-04) (hash(x)=25426430) +3504 train 7.259664 (lr=1.7500e-04) (hash(x)=25720411) +3505 train 7.263042 (lr=1.7500e-04) (hash(x)=25602639) +3506 train 7.366789 (lr=1.7500e-04) (hash(x)=26724388) +3507 train 7.277896 (lr=1.7500e-04) (hash(x)=26043735) +3508 train 7.282910 (lr=1.7500e-04) (hash(x)=24955163) +3509 train 7.249055 (lr=1.7500e-04) (hash(x)=20936107) +3510 train 7.163631 (lr=1.7500e-04) (hash(x)=20317378) +3511 train 7.201017 (lr=1.7500e-04) (hash(x)=22966314) +3512 train 7.580405 (lr=1.7500e-04) (hash(x)=25870930) +3513 train 7.376489 (lr=1.7500e-04) (hash(x)=24656635) +3514 train 7.641933 (lr=1.7500e-04) (hash(x)=28576810) +3515 train 7.547160 (lr=1.7500e-04) (hash(x)=27944619) +3516 train 7.414829 (lr=1.7500e-04) (hash(x)=27421509) +3517 train 7.171330 (lr=1.7500e-04) (hash(x)=20844620) +3518 train 7.362233 (lr=1.7500e-04) (hash(x)=28569406) +3519 train 7.268960 (lr=1.7500e-04) (hash(x)=23448505) +3520 train 7.376540 (lr=1.7500e-04) (hash(x)=24852577) +3521 train 7.302274 (lr=1.7500e-04) (hash(x)=23963103) +3522 train 7.205687 (lr=1.7500e-04) (hash(x)=24816516) +3523 train 7.375947 (lr=1.7500e-04) (hash(x)=24205942) +3524 train 7.003351 (lr=1.7500e-04) (hash(x)=20988660) +3525 train 7.071129 (lr=1.7500e-04) (hash(x)=21631366) +3526 train 7.305365 (lr=1.7500e-04) (hash(x)=23499370) +3527 train 7.427749 (lr=1.7500e-04) (hash(x)=26330693) +3528 train 7.072975 (lr=1.7500e-04) (hash(x)=23937176) +3529 train 7.351327 (lr=1.7500e-04) (hash(x)=27345885) +3530 train 7.087281 (lr=1.7500e-04) (hash(x)=21104610) +3531 train 7.412371 (lr=1.7500e-04) (hash(x)=24844466) +3532 train 6.834421 (lr=1.7500e-04) (hash(x)=21055483) +3533 train 7.119470 (lr=1.7500e-04) (hash(x)=23229414) +3534 train 7.391372 (lr=1.7500e-04) (hash(x)=26676920) +3535 train 7.384265 (lr=1.7500e-04) (hash(x)=29550596) +3536 train 7.172887 (lr=1.7500e-04) (hash(x)=22231942) +3537 train 7.327806 (lr=1.7500e-04) (hash(x)=25843852) +3538 train 7.461261 (lr=1.7500e-04) (hash(x)=27110533) +3539 train 7.048965 (lr=1.7500e-04) (hash(x)=20506540) +3540 train 7.143172 (lr=1.7500e-04) (hash(x)=21599346) +3541 train 7.390820 (lr=1.7500e-04) (hash(x)=26395519) +3542 train 7.325537 (lr=1.7500e-04) (hash(x)=25892512) +3543 train 7.368762 (lr=1.7500e-04) (hash(x)=22124892) +3544 train 7.206064 (lr=1.7500e-04) (hash(x)=21882567) +3545 train 7.322161 (lr=1.7500e-04) (hash(x)=24316212) +3546 train 7.264121 (lr=1.7500e-04) (hash(x)=24296310) +3547 train 7.341365 (lr=1.7500e-04) (hash(x)=24867036) +3548 train 7.313488 (lr=1.7500e-04) (hash(x)=23351896) +3549 train 7.257303 (lr=1.7500e-04) (hash(x)=21576408) +3550 val loss 7.3958 +3550 val perplexity 1629.1030 +3550 train 7.392749 (lr=1.7500e-04) (hash(x)=26377338) +3551 train 7.246023 (lr=1.7500e-04) (hash(x)=25607640) +3552 train 7.570388 (lr=1.7500e-04) (hash(x)=27619776) +3553 train 7.067800 (lr=1.7500e-04) (hash(x)=23454533) +3554 train 7.278679 (lr=1.7500e-04) (hash(x)=22542519) +3555 train 7.305658 (lr=1.7500e-04) (hash(x)=26176930) +3556 train 7.074867 (lr=1.7500e-04) (hash(x)=22815181) +3557 train 7.071370 (lr=1.7500e-04) (hash(x)=21821757) +3558 train 7.114628 (lr=1.7500e-04) (hash(x)=23988293) +3559 train 7.046323 (lr=1.7500e-04) (hash(x)=23795894) +3560 train 6.987972 (lr=1.7500e-04) (hash(x)=22898969) +3561 train 7.001402 (lr=1.7500e-04) (hash(x)=21510825) +3562 train 6.944279 (lr=1.7500e-04) (hash(x)=22499317) +3563 train 6.957847 (lr=1.7500e-04) (hash(x)=23756298) +3564 train 7.015495 (lr=1.7500e-04) (hash(x)=23964512) +3565 train 7.123903 (lr=1.7500e-04) (hash(x)=23262803) +3566 train 7.317540 (lr=1.7500e-04) (hash(x)=23347279) +3567 train 7.232228 (lr=1.7500e-04) (hash(x)=24165449) +3568 train 7.350678 (lr=1.7500e-04) (hash(x)=25503946) +3569 train 7.307552 (lr=1.7500e-04) (hash(x)=26532839) +3570 train 6.967312 (lr=1.7500e-04) (hash(x)=21889816) +3571 train 7.259006 (lr=1.7500e-04) (hash(x)=26643739) +3572 train 7.450893 (lr=1.7500e-04) (hash(x)=26826130) +3573 train 7.437769 (lr=1.7500e-04) (hash(x)=25810624) +3574 train 7.341417 (lr=1.7500e-04) (hash(x)=23080331) +3575 train 7.472328 (lr=1.7500e-04) (hash(x)=24697756) +3576 train 7.327013 (lr=1.7500e-04) (hash(x)=25158900) +3577 train 7.450058 (lr=1.7500e-04) (hash(x)=25793633) +3578 train 7.098342 (lr=1.7500e-04) (hash(x)=21468493) +3579 train 7.377191 (lr=1.7500e-04) (hash(x)=24431101) +3580 train 7.276300 (lr=1.7500e-04) (hash(x)=27314357) +3581 train 7.424819 (lr=1.7500e-04) (hash(x)=26286249) +3582 train 7.635078 (lr=1.7500e-04) (hash(x)=25954856) +3583 train 7.600835 (lr=1.7500e-04) (hash(x)=27218899) +3584 train 7.342803 (lr=1.7500e-04) (hash(x)=24249114) +3585 train 7.217171 (lr=1.7500e-04) (hash(x)=23659934) +3586 train 7.225015 (lr=1.7500e-04) (hash(x)=25995600) +3587 train 7.219967 (lr=1.7500e-04) (hash(x)=29462219) +3588 train 7.327687 (lr=1.7500e-04) (hash(x)=23346714) +3589 train 7.431961 (lr=1.7500e-04) (hash(x)=27168432) +3590 train 7.216665 (lr=1.7500e-04) (hash(x)=23954240) +3591 train 7.237193 (lr=1.7500e-04) (hash(x)=24748522) +3592 train 7.373939 (lr=1.7500e-04) (hash(x)=24887007) +3593 train 7.169076 (lr=1.7500e-04) (hash(x)=25539383) +3594 train 7.076238 (lr=1.7500e-04) (hash(x)=20104613) +3595 train 7.591886 (lr=1.7500e-04) (hash(x)=24843486) +3596 train 7.590390 (lr=1.7500e-04) (hash(x)=24357864) +3597 train 7.285658 (lr=1.7500e-04) (hash(x)=23873745) +3598 train 7.465637 (lr=1.7500e-04) (hash(x)=25142829) +3599 train 7.500257 (lr=1.7500e-04) (hash(x)=24965317) +3600 val loss 7.3976 +3600 val perplexity 1632.0140 +3600 train 7.028526 (lr=1.7500e-04) (hash(x)=18505205) +3601 train 7.070514 (lr=1.7500e-04) (hash(x)=23632877) +3602 train 7.258270 (lr=1.7500e-04) (hash(x)=23704554) +3603 train 7.368750 (lr=1.7500e-04) (hash(x)=26584754) +3604 train 7.023521 (lr=1.7500e-04) (hash(x)=20667709) +3605 train 6.961559 (lr=1.7500e-04) (hash(x)=20573248) +3606 train 7.081048 (lr=1.7500e-04) (hash(x)=23998997) +3607 train 7.250389 (lr=1.7500e-04) (hash(x)=22031210) +3608 train 7.328176 (lr=1.7500e-04) (hash(x)=24124536) +3609 train 7.231427 (lr=1.7500e-04) (hash(x)=22650144) +3610 train 7.271039 (lr=1.7500e-04) (hash(x)=23796998) +3611 train 7.349007 (lr=1.7500e-04) (hash(x)=24860582) +3612 train 6.905750 (lr=1.7500e-04) (hash(x)=20591300) +3613 train 7.269347 (lr=1.7500e-04) (hash(x)=23447130) +3614 train 7.288263 (lr=1.7500e-04) (hash(x)=26237963) +3615 train 7.382752 (lr=1.7500e-04) (hash(x)=25877990) +3616 train 7.208286 (lr=1.7500e-04) (hash(x)=24808003) +3617 train 7.404987 (lr=1.7500e-04) (hash(x)=24103543) +3618 train 7.306417 (lr=1.7500e-04) (hash(x)=24877184) +3619 train 7.404536 (lr=1.7500e-04) (hash(x)=24970646) +3620 train 7.316716 (lr=1.7500e-04) (hash(x)=25764524) +3621 train 7.446615 (lr=1.7500e-04) (hash(x)=25313591) +3622 train 7.336820 (lr=1.7500e-04) (hash(x)=23260940) +3623 train 7.267973 (lr=1.7500e-04) (hash(x)=24382381) +3624 train 7.232944 (lr=1.7500e-04) (hash(x)=24618902) +3625 train 7.363217 (lr=1.7500e-04) (hash(x)=25074871) +3626 train 7.107461 (lr=1.7500e-04) (hash(x)=24472251) +3627 train 7.233881 (lr=1.7500e-04) (hash(x)=25221746) +3628 train 7.326870 (lr=1.7500e-04) (hash(x)=27448790) +3629 train 7.276514 (lr=1.7500e-04) (hash(x)=25221431) +3630 train 6.928483 (lr=1.7500e-04) (hash(x)=22034366) +3631 train 7.421571 (lr=1.7500e-04) (hash(x)=24551999) +3632 train 7.177667 (lr=1.7500e-04) (hash(x)=24330217) +3633 train 7.287583 (lr=1.7500e-04) (hash(x)=22792380) +3634 train 7.079868 (lr=1.7500e-04) (hash(x)=22393767) +3635 train 7.421384 (lr=1.7500e-04) (hash(x)=28151378) +3636 train 7.409331 (lr=1.7500e-04) (hash(x)=26999341) +3637 train 7.402274 (lr=1.7500e-04) (hash(x)=27251870) +3638 train 7.347432 (lr=1.7500e-04) (hash(x)=23439462) +3639 train 7.397760 (lr=1.7500e-04) (hash(x)=25765516) +3640 train 7.301824 (lr=1.7500e-04) (hash(x)=24720171) +3641 train 7.501122 (lr=1.7500e-04) (hash(x)=23927187) +3642 train 7.288268 (lr=1.7500e-04) (hash(x)=23879561) +3643 train 7.377960 (lr=1.7500e-04) (hash(x)=25630696) +3644 train 7.023415 (lr=1.7500e-04) (hash(x)=22030016) +3645 train 7.447639 (lr=1.7500e-04) (hash(x)=28781600) +3646 train 7.430492 (lr=1.7500e-04) (hash(x)=26668019) +3647 train 7.454629 (lr=1.7500e-04) (hash(x)=25204247) +3648 train 7.706693 (lr=1.7500e-04) (hash(x)=31261394) +3649 train 7.504488 (lr=1.7500e-04) (hash(x)=26193103) +3650 val loss 7.3890 +3650 val perplexity 1618.1442 +3650 train 7.307367 (lr=1.7500e-04) (hash(x)=23872456) +3651 train 7.204208 (lr=1.7500e-04) (hash(x)=26326447) +3652 train 7.213037 (lr=1.7500e-04) (hash(x)=26449631) +3653 train 7.462789 (lr=1.7500e-04) (hash(x)=26373461) +3654 train 7.324886 (lr=1.7500e-04) (hash(x)=24882768) +3655 train 7.431612 (lr=1.7500e-04) (hash(x)=26321813) +3656 train 7.429523 (lr=1.7500e-04) (hash(x)=27056428) +3657 train 7.388891 (lr=1.7500e-04) (hash(x)=24583976) +3658 train 7.112859 (lr=1.7500e-04) (hash(x)=22259624) +3659 train 7.296804 (lr=1.7500e-04) (hash(x)=25400396) +3660 train 7.134442 (lr=1.7500e-04) (hash(x)=21095507) +3661 train 7.350311 (lr=1.7500e-04) (hash(x)=27231042) +3662 train 7.196043 (lr=1.7500e-04) (hash(x)=27292771) +3663 train 7.561298 (lr=1.7500e-04) (hash(x)=25528323) +3664 train 7.378777 (lr=1.7500e-04) (hash(x)=24374502) +3665 train 7.179140 (lr=1.7500e-04) (hash(x)=22463800) +3666 train 7.415259 (lr=1.7500e-04) (hash(x)=25413960) +3667 train 7.337581 (lr=1.7500e-04) (hash(x)=24035353) +3668 train 7.270089 (lr=1.7500e-04) (hash(x)=24815852) +3669 train 7.149977 (lr=1.7500e-04) (hash(x)=22995856) +3670 train 7.439771 (lr=1.7500e-04) (hash(x)=28128238) +3671 train 7.488853 (lr=1.7500e-04) (hash(x)=25114729) +3672 train 7.174649 (lr=1.7500e-04) (hash(x)=19337726) +3673 train 7.603809 (lr=1.7500e-04) (hash(x)=26674420) +3674 train 7.127683 (lr=1.7500e-04) (hash(x)=22553270) +3675 train 6.975618 (lr=1.7500e-04) (hash(x)=21634962) +3676 train 7.175714 (lr=1.7500e-04) (hash(x)=23362669) +3677 train 7.290354 (lr=1.7500e-04) (hash(x)=24781824) +3678 train 6.867319 (lr=1.7500e-04) (hash(x)=17909688) +3679 train 8.045033 (lr=1.7500e-04) (hash(x)=31341964) +3680 train 7.573323 (lr=1.7500e-04) (hash(x)=29071335) +3681 train 7.014372 (lr=1.7500e-04) (hash(x)=19486640) +3682 train 7.164928 (lr=1.7500e-04) (hash(x)=24301133) +3683 train 7.371974 (lr=1.7500e-04) (hash(x)=29172813) +3684 train 7.836752 (lr=1.7500e-04) (hash(x)=31501337) +3685 train 7.458566 (lr=1.7500e-04) (hash(x)=27377840) +3686 train 7.302349 (lr=1.7500e-04) (hash(x)=24499761) +3687 train 7.268748 (lr=1.7500e-04) (hash(x)=26326024) +3688 train 7.243267 (lr=1.7500e-04) (hash(x)=23179996) +3689 train 7.011264 (lr=1.7500e-04) (hash(x)=20963675) +3690 train 7.265121 (lr=1.7500e-04) (hash(x)=26650521) +3691 train 7.036548 (lr=1.7500e-04) (hash(x)=20140071) +3692 train 7.097377 (lr=1.7500e-04) (hash(x)=21734340) +3693 train 7.329662 (lr=1.7500e-04) (hash(x)=23848422) +3694 train 7.415336 (lr=1.7500e-04) (hash(x)=27499953) +3695 train 7.641123 (lr=1.7500e-04) (hash(x)=27273311) +3696 train 7.566518 (lr=1.7500e-04) (hash(x)=25741091) +3697 train 7.302870 (lr=1.7500e-04) (hash(x)=22010794) +3698 train 7.380760 (lr=1.7500e-04) (hash(x)=24616138) +3699 train 7.652711 (lr=1.7500e-04) (hash(x)=31276487) +3700 val loss 7.4479 +3700 val perplexity 1716.2745 +3700 train 7.404284 (lr=1.7500e-04) (hash(x)=24042922) +3701 train 7.243819 (lr=1.7500e-04) (hash(x)=21985431) +3702 train 7.063304 (lr=1.7500e-04) (hash(x)=21336316) +3703 train 6.886019 (lr=1.7500e-04) (hash(x)=17819313) +3704 train 7.468268 (lr=1.7500e-04) (hash(x)=27033851) +3705 train 7.460934 (lr=1.7500e-04) (hash(x)=27260043) +3706 train 7.525220 (lr=1.7500e-04) (hash(x)=26847649) +3707 train 7.483304 (lr=1.7500e-04) (hash(x)=25843618) +3708 train 7.467046 (lr=1.7500e-04) (hash(x)=25828009) +3709 train 7.541093 (lr=1.7500e-04) (hash(x)=24960960) +3710 train 7.645434 (lr=1.7500e-04) (hash(x)=24852741) +3711 train 7.113455 (lr=1.7500e-04) (hash(x)=23769243) +3712 train 7.319356 (lr=1.7500e-04) (hash(x)=27110690) +3713 train 7.304941 (lr=1.7500e-04) (hash(x)=22817285) +3714 train 7.034379 (lr=1.7500e-04) (hash(x)=19618355) +3715 train 7.533131 (lr=1.7500e-04) (hash(x)=28731298) +3716 train 7.275824 (lr=1.7500e-04) (hash(x)=23091196) +3717 train 7.822029 (lr=1.7500e-04) (hash(x)=28825233) +3718 train 7.366312 (lr=1.7500e-04) (hash(x)=25778506) +3719 train 7.321645 (lr=1.7500e-04) (hash(x)=23788738) +3720 train 6.727743 (lr=1.7500e-04) (hash(x)=16684794) +3721 train 7.215184 (lr=1.7500e-04) (hash(x)=24755102) +3722 train 7.458485 (lr=1.7500e-04) (hash(x)=26839238) +3723 train 7.495088 (lr=1.7500e-04) (hash(x)=26599031) +3724 train 7.354242 (lr=1.7500e-04) (hash(x)=25945650) +3725 train 7.535223 (lr=1.7500e-04) (hash(x)=27434751) +3726 train 7.294384 (lr=1.7500e-04) (hash(x)=24814591) +3727 train 7.209096 (lr=1.7500e-04) (hash(x)=24818744) +3728 train 7.321674 (lr=1.7500e-04) (hash(x)=25649817) +3729 train 7.239448 (lr=1.7500e-04) (hash(x)=24987021) +3730 train 7.225174 (lr=1.7500e-04) (hash(x)=24667779) +3731 train 7.148992 (lr=1.7500e-04) (hash(x)=23053871) +3732 train 6.890802 (lr=1.7500e-04) (hash(x)=19264856) +3733 train 7.435460 (lr=1.7500e-04) (hash(x)=23718117) +3734 train 7.140596 (lr=1.7500e-04) (hash(x)=21904779) +3735 train 7.340974 (lr=1.7500e-04) (hash(x)=23472795) +3736 train 7.595254 (lr=1.7500e-04) (hash(x)=24650440) +3737 train 7.640394 (lr=1.7500e-04) (hash(x)=25243911) +3738 train 8.033632 (lr=1.7500e-04) (hash(x)=30423616) +3739 train 8.061508 (lr=1.7500e-04) (hash(x)=29748225) +3740 train 7.424439 (lr=1.7500e-04) (hash(x)=25180684) +3741 train 7.437864 (lr=1.7500e-04) (hash(x)=25619065) +3742 train 7.820334 (lr=1.7500e-04) (hash(x)=31847002) +3743 train 7.408654 (lr=1.7500e-04) (hash(x)=24991832) +3744 train 7.310980 (lr=1.7500e-04) (hash(x)=23836263) +3745 train 7.203426 (lr=1.7500e-04) (hash(x)=24651902) +3746 train 7.731615 (lr=1.7500e-04) (hash(x)=22936538) +3747 train 7.705331 (lr=1.7500e-04) (hash(x)=23681545) +3748 train 7.143000 (lr=1.7500e-04) (hash(x)=21140825) +3749 train 7.307618 (lr=1.7500e-04) (hash(x)=24932453) +3750 val loss 7.3849 +3750 val perplexity 1611.4430 +3750 train 7.460636 (lr=1.7500e-04) (hash(x)=25919062) +3751 train 7.255409 (lr=1.7500e-04) (hash(x)=22424066) +3752 train 7.309277 (lr=1.7500e-04) (hash(x)=23542210) +3753 train 7.218690 (lr=1.7500e-04) (hash(x)=22113561) +3754 train 7.110462 (lr=1.7500e-04) (hash(x)=24892794) +3755 train 7.528603 (lr=1.7500e-04) (hash(x)=25262748) +3756 train 7.331859 (lr=1.7500e-04) (hash(x)=24477975) +3757 train 7.119360 (lr=1.7500e-04) (hash(x)=24681189) +3758 train 7.154828 (lr=1.7500e-04) (hash(x)=24052603) +3759 train 7.394196 (lr=1.7500e-04) (hash(x)=26474878) +3760 train 7.867167 (lr=1.7500e-04) (hash(x)=28228836) +3761 train 7.444838 (lr=1.7500e-04) (hash(x)=23832522) +3762 train 7.396997 (lr=1.7500e-04) (hash(x)=24416789) +3763 train 7.203454 (lr=1.7500e-04) (hash(x)=23930593) +3764 train 7.289848 (lr=1.7500e-04) (hash(x)=23895092) +3765 train 7.254399 (lr=1.7500e-04) (hash(x)=26865287) +3766 train 7.284219 (lr=1.7500e-04) (hash(x)=21330722) +3767 train 7.258672 (lr=1.7500e-04) (hash(x)=22704349) +3768 train 7.400913 (lr=1.7500e-04) (hash(x)=27740886) +3769 train 7.372987 (lr=1.7500e-04) (hash(x)=24935936) +3770 train 7.262613 (lr=1.7500e-04) (hash(x)=23497487) +3771 train 7.450765 (lr=1.7500e-04) (hash(x)=24801048) +3772 train 7.206891 (lr=1.7500e-04) (hash(x)=25490486) +3773 train 7.223740 (lr=1.7500e-04) (hash(x)=21166466) +3774 train 7.417126 (lr=1.7500e-04) (hash(x)=23225244) +3775 train 7.223878 (lr=1.7500e-04) (hash(x)=22293673) +3776 train 7.527370 (lr=1.7500e-04) (hash(x)=25700016) +3777 train 7.111096 (lr=1.7500e-04) (hash(x)=22370207) +3778 train 7.387250 (lr=1.7500e-04) (hash(x)=25224849) +3779 train 7.301831 (lr=1.7500e-04) (hash(x)=23311934) +3780 train 7.054409 (lr=1.7500e-04) (hash(x)=19627124) +3781 train 7.620430 (lr=1.7500e-04) (hash(x)=27132838) +3782 train 7.498077 (lr=1.7500e-04) (hash(x)=27242104) +3783 train 7.053892 (lr=1.7500e-04) (hash(x)=21785487) +3784 train 7.313063 (lr=1.7500e-04) (hash(x)=25798262) +3785 train 7.247223 (lr=1.7500e-04) (hash(x)=24806937) +3786 train 7.080493 (lr=1.7500e-04) (hash(x)=24098756) +3787 train 7.062612 (lr=1.7500e-04) (hash(x)=22981456) +3788 train 7.516158 (lr=1.7500e-04) (hash(x)=22441908) +3789 train 7.420523 (lr=1.7500e-04) (hash(x)=25867804) +3790 train 7.328517 (lr=1.7500e-04) (hash(x)=22835586) +3791 train 7.523314 (lr=1.7500e-04) (hash(x)=25251063) +3792 train 7.355770 (lr=1.7500e-04) (hash(x)=27059729) +3793 train 7.370207 (lr=1.7500e-04) (hash(x)=23819311) +3794 train 7.112102 (lr=1.7500e-04) (hash(x)=21345757) +3795 train 7.306475 (lr=1.7500e-04) (hash(x)=25796422) +3796 train 7.018587 (lr=1.7500e-04) (hash(x)=21414971) +3797 train 7.310781 (lr=1.7500e-04) (hash(x)=26120920) +3798 train 7.184564 (lr=1.7500e-04) (hash(x)=22008247) +3799 train 7.286544 (lr=1.7500e-04) (hash(x)=22722211) +3800 val loss 7.3606 +3800 val perplexity 1572.8092 +3800 train 7.020002 (lr=1.7500e-04) (hash(x)=24484513) +3801 train 7.340820 (lr=1.7500e-04) (hash(x)=24463866) +3802 train 7.364137 (lr=1.7500e-04) (hash(x)=26470775) +3803 train 7.383016 (lr=1.7500e-04) (hash(x)=24296755) +3804 train 7.376813 (lr=1.7500e-04) (hash(x)=24381309) +3805 train 7.617036 (lr=1.7500e-04) (hash(x)=26781262) +3806 train 7.228954 (lr=1.7500e-04) (hash(x)=23563137) +3807 train 7.372224 (lr=1.7500e-04) (hash(x)=24522269) +3808 train 7.337889 (lr=1.7500e-04) (hash(x)=22871995) +3809 train 7.596612 (lr=1.7500e-04) (hash(x)=24751946) +3810 train 7.416382 (lr=1.7500e-04) (hash(x)=19879741) +3811 train 7.454944 (lr=1.7500e-04) (hash(x)=25617184) +3812 train 7.156552 (lr=1.7500e-04) (hash(x)=21776722) +3813 train 7.260309 (lr=1.7500e-04) (hash(x)=22663402) +3814 train 7.481804 (lr=1.7500e-04) (hash(x)=26072046) +3815 train 7.180257 (lr=1.7500e-04) (hash(x)=23329475) +3816 train 7.269261 (lr=1.7500e-04) (hash(x)=25519031) +3817 train 7.209088 (lr=1.7500e-04) (hash(x)=22846270) +3818 train 7.247058 (lr=1.7500e-04) (hash(x)=20299429) +3819 train 7.644563 (lr=1.7500e-04) (hash(x)=30652062) +3820 train 7.046385 (lr=1.7500e-04) (hash(x)=19824665) +3821 train 7.613439 (lr=1.7500e-04) (hash(x)=26698904) +3822 train 7.403697 (lr=1.7500e-04) (hash(x)=27612163) +3823 train 7.163282 (lr=1.7500e-04) (hash(x)=24735165) +3824 train 6.974309 (lr=1.7500e-04) (hash(x)=19965890) +3825 train 7.111916 (lr=1.7500e-04) (hash(x)=23518594) +3826 train 7.087778 (lr=1.7500e-04) (hash(x)=22388460) +3827 train 7.214921 (lr=1.7500e-04) (hash(x)=23795686) +3828 train 7.099847 (lr=1.7500e-04) (hash(x)=24470150) +3829 train 6.801258 (lr=1.7500e-04) (hash(x)=19483392) +3830 train 7.157439 (lr=1.7500e-04) (hash(x)=23304516) +3831 train 7.434975 (lr=1.7500e-04) (hash(x)=27002892) +3832 train 7.190785 (lr=1.7500e-04) (hash(x)=22114813) +3833 train 7.371597 (lr=1.7500e-04) (hash(x)=26221916) +3834 train 7.014282 (lr=1.7500e-04) (hash(x)=27261960) +3835 train 7.174550 (lr=1.7500e-04) (hash(x)=21189101) +3836 train 6.908239 (lr=1.7500e-04) (hash(x)=20638173) +3837 train 7.308700 (lr=1.7500e-04) (hash(x)=25497439) +3838 train 6.818292 (lr=1.7500e-04) (hash(x)=20460499) +3839 train 7.237240 (lr=1.7500e-04) (hash(x)=23499349) +3840 train 7.981760 (lr=1.7500e-04) (hash(x)=22671939) +3841 train 8.065269 (lr=1.7500e-04) (hash(x)=26809295) +3842 train 7.365035 (lr=1.7500e-04) (hash(x)=28094504) +3843 train 7.357185 (lr=1.7500e-04) (hash(x)=26807896) +3844 train 7.408128 (lr=1.7500e-04) (hash(x)=24749334) +3845 train 7.327348 (lr=1.7500e-04) (hash(x)=25031330) +3846 train 7.237696 (lr=1.7500e-04) (hash(x)=23008126) +3847 train 7.151088 (lr=1.7500e-04) (hash(x)=22461589) +3848 train 7.289684 (lr=1.7500e-04) (hash(x)=24959391) +3849 train 7.292859 (lr=1.7500e-04) (hash(x)=24239512) +3850 val loss 7.3764 +3850 val perplexity 1597.8333 +3850 train 7.167347 (lr=1.7500e-04) (hash(x)=24760422) +3851 train 7.704671 (lr=1.7500e-04) (hash(x)=26904123) +3852 train 6.840459 (lr=1.7500e-04) (hash(x)=17986444) +3853 train 7.210111 (lr=1.7500e-04) (hash(x)=21618533) +3854 train 7.227482 (lr=1.7500e-04) (hash(x)=27107027) +3855 train 7.470267 (lr=1.7500e-04) (hash(x)=26415040) +3856 train 8.063334 (lr=1.7500e-04) (hash(x)=28682703) +3857 train 7.166309 (lr=1.7500e-04) (hash(x)=22824767) +3858 train 7.362138 (lr=1.7500e-04) (hash(x)=24540450) +3859 train 7.316426 (lr=1.7500e-04) (hash(x)=24463181) +3860 train 7.252686 (lr=1.7500e-04) (hash(x)=22832558) +3861 train 7.406010 (lr=1.7500e-04) (hash(x)=26582384) +3862 train 8.010367 (lr=1.7500e-04) (hash(x)=32327364) +3863 train 7.448577 (lr=1.7500e-04) (hash(x)=26349465) +3864 train 7.229272 (lr=1.7500e-04) (hash(x)=23079414) +3865 train 7.254168 (lr=1.7500e-04) (hash(x)=23464639) +3866 train 7.114870 (lr=1.7500e-04) (hash(x)=21406620) +3867 train 7.027104 (lr=1.7500e-04) (hash(x)=21205988) +3868 train 7.050682 (lr=1.7500e-04) (hash(x)=22742634) +3869 train 7.123455 (lr=1.7500e-04) (hash(x)=24868938) +3870 train 7.445955 (lr=1.7500e-04) (hash(x)=28095283) +3871 train 7.171098 (lr=1.7500e-04) (hash(x)=21596677) +3872 train 7.365302 (lr=1.7500e-04) (hash(x)=26884381) +3873 train 7.435508 (lr=1.7500e-04) (hash(x)=26410272) +3874 train 7.225195 (lr=1.7500e-04) (hash(x)=22915785) +3875 train 7.235451 (lr=1.7500e-04) (hash(x)=23575666) +3876 train 7.239304 (lr=1.7500e-04) (hash(x)=25313223) +3877 train 6.702631 (lr=1.7500e-04) (hash(x)=16319719) +3878 train 7.311183 (lr=1.7500e-04) (hash(x)=23227579) +3879 train 7.279451 (lr=1.7500e-04) (hash(x)=24117012) +3880 train 7.334766 (lr=1.7500e-04) (hash(x)=24681517) +3881 train 7.220746 (lr=1.7500e-04) (hash(x)=23186527) +3882 train 7.219326 (lr=1.7500e-04) (hash(x)=23472784) +3883 train 7.225405 (lr=1.7500e-04) (hash(x)=26013014) +3884 train 7.466872 (lr=1.7500e-04) (hash(x)=25952206) +3885 train 7.491072 (lr=1.7500e-04) (hash(x)=23897834) +3886 train 7.229224 (lr=1.7500e-04) (hash(x)=26350364) +3887 train 7.305371 (lr=1.7500e-04) (hash(x)=24105761) +3888 train 7.356383 (lr=1.7500e-04) (hash(x)=22801707) +3889 train 7.201335 (lr=1.7500e-04) (hash(x)=21821937) +3890 train 7.162524 (lr=1.7500e-04) (hash(x)=24264640) +3891 train 7.120747 (lr=1.7500e-04) (hash(x)=20369133) +3892 train 7.086724 (lr=1.7500e-04) (hash(x)=24313506) +3893 train 7.121640 (lr=1.7500e-04) (hash(x)=22104086) +3894 train 7.327673 (lr=1.7500e-04) (hash(x)=25312602) +3895 train 7.418467 (lr=1.7500e-04) (hash(x)=25725049) +3896 train 7.158942 (lr=1.7500e-04) (hash(x)=22981231) +3897 train 7.056301 (lr=1.7500e-04) (hash(x)=18021467) +3898 train 7.026711 (lr=1.7500e-04) (hash(x)=17960254) +3899 train 7.168089 (lr=1.7500e-04) (hash(x)=19808118) +3900 val loss 7.3760 +3900 val perplexity 1597.1401 +3900 train 6.969989 (lr=1.7500e-04) (hash(x)=21022829) +3901 train 7.131538 (lr=1.7500e-04) (hash(x)=22434663) +3902 train 6.898175 (lr=1.7500e-04) (hash(x)=20208091) +3903 train 7.009081 (lr=1.7500e-04) (hash(x)=22892776) +3904 train 7.131125 (lr=1.7500e-04) (hash(x)=21554367) +3905 train 7.255157 (lr=1.7500e-04) (hash(x)=23704875) +3906 train 7.204365 (lr=1.7500e-04) (hash(x)=21690340) +3907 train 7.163777 (lr=1.7500e-04) (hash(x)=23736780) +3908 train 7.011600 (lr=1.7500e-04) (hash(x)=21060920) +3909 train 6.991596 (lr=1.7500e-04) (hash(x)=20091559) +3910 train 7.274100 (lr=1.7500e-04) (hash(x)=22147974) +3911 train 7.173578 (lr=1.7500e-04) (hash(x)=21630383) +3912 train 7.385555 (lr=1.7500e-04) (hash(x)=28339385) +3913 train 7.227971 (lr=1.7500e-04) (hash(x)=25355505) +3914 train 7.174895 (lr=1.7500e-04) (hash(x)=20843914) +3915 train 7.615474 (lr=1.7500e-04) (hash(x)=25397467) +3916 train 7.303357 (lr=1.7500e-04) (hash(x)=23587501) +3917 train 6.947589 (lr=1.7500e-04) (hash(x)=19036533) +3918 train 7.171696 (lr=1.7500e-04) (hash(x)=29749389) 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(hash(x)=25101923) +3937 train 7.232984 (lr=1.7500e-04) (hash(x)=25945975) +3938 train 7.316164 (lr=1.7500e-04) (hash(x)=25382013) +3939 train 6.938114 (lr=1.7500e-04) (hash(x)=19930900) +3940 train 7.060474 (lr=1.7500e-04) (hash(x)=22202373) +3941 train 7.209800 (lr=1.7500e-04) (hash(x)=24592992) +3942 train 7.140395 (lr=1.7500e-04) (hash(x)=25002271) +3943 train 6.972504 (lr=1.7500e-04) (hash(x)=20654136) +3944 train 7.080256 (lr=1.7500e-04) (hash(x)=20061590) +3945 train 7.006755 (lr=1.7500e-04) (hash(x)=21441361) +3946 train 7.211035 (lr=1.7500e-04) (hash(x)=20055468) +3947 train 7.920763 (lr=1.7500e-04) (hash(x)=28495621) +3948 train 7.345586 (lr=1.7500e-04) (hash(x)=25959236) +3949 train 7.668148 (lr=1.7500e-04) (hash(x)=26750193) +3950 val loss 7.3766 +3950 val perplexity 1598.1801 +3950 train 7.456572 (lr=1.7500e-04) (hash(x)=25882605) +3951 train 7.525429 (lr=1.7500e-04) (hash(x)=26776000) +3952 train 7.149846 (lr=1.7500e-04) (hash(x)=24155107) +3953 train 7.250684 (lr=1.7500e-04) (hash(x)=23441845) +3954 train 7.132425 (lr=1.7500e-04) (hash(x)=22860915) +3955 train 6.936341 (lr=1.7500e-04) (hash(x)=21584429) +3956 train 6.576389 (lr=1.7500e-04) (hash(x)=16535556) +3957 train 6.663908 (lr=1.7500e-04) (hash(x)=17946180) +3958 train 7.187582 (lr=1.7500e-04) (hash(x)=25367610) +3959 train 7.069973 (lr=1.7500e-04) (hash(x)=22560658) +3960 train 7.359821 (lr=1.7500e-04) (hash(x)=23809585) +3961 train 7.602136 (lr=1.7500e-04) (hash(x)=20438213) +3962 train 7.956903 (lr=1.7500e-04) (hash(x)=30520037) +3963 train 7.586823 (lr=1.7500e-04) (hash(x)=25276565) +3964 train 7.295434 (lr=1.7500e-04) (hash(x)=26796532) +3965 train 7.074532 (lr=1.7500e-04) (hash(x)=22850475) +3966 train 7.446385 (lr=1.7500e-04) (hash(x)=25983698) +3967 train 7.427324 (lr=1.7500e-04) (hash(x)=25995933) +3968 train 7.644905 (lr=1.7500e-04) (hash(x)=25319339) +3969 train 7.310451 (lr=1.7500e-04) (hash(x)=25066892) +3970 train 7.450582 (lr=1.7500e-04) (hash(x)=26931819) +3971 train 7.405548 (lr=1.7500e-04) (hash(x)=24163910) +3972 train 7.332794 (lr=1.7500e-04) (hash(x)=25359634) +3973 train 7.254628 (lr=1.7500e-04) (hash(x)=24323444) +3974 train 7.371736 (lr=1.7500e-04) (hash(x)=26529231) +3975 train 7.389611 (lr=1.7500e-04) (hash(x)=24635394) +3976 train 7.658799 (lr=1.7500e-04) (hash(x)=24783093) +3977 train 7.804601 (lr=1.7500e-04) (hash(x)=26710509) +3978 train 7.268964 (lr=1.7500e-04) (hash(x)=25396630) +3979 train 7.172877 (lr=1.7500e-04) (hash(x)=22556381) +3980 train 7.458272 (lr=1.7500e-04) (hash(x)=26912161) +3981 train 7.066597 (lr=1.7500e-04) (hash(x)=22268078) +3982 train 8.002953 (lr=1.7500e-04) (hash(x)=30430328) +3983 train 7.604852 (lr=1.7500e-04) (hash(x)=27537228) +3984 train 7.161327 (lr=1.7500e-04) (hash(x)=24468603) +3985 train 7.439674 (lr=1.7500e-04) (hash(x)=27006663) +3986 train 7.625448 (lr=1.7500e-04) (hash(x)=27014728) +3987 train 7.132146 (lr=1.7500e-04) (hash(x)=20883633) +3988 train 7.250080 (lr=1.7500e-04) (hash(x)=23361791) +3989 train 7.325253 (lr=1.7500e-04) (hash(x)=26775925) +3990 train 7.846049 (lr=1.7500e-04) (hash(x)=30648934) +3991 train 7.406281 (lr=1.7500e-04) (hash(x)=26496730) +3992 train 7.206160 (lr=1.7500e-04) (hash(x)=25942897) +3993 train 7.195176 (lr=1.7500e-04) (hash(x)=24887111) +3994 train 7.128138 (lr=1.7500e-04) (hash(x)=22908550) +3995 train 6.870399 (lr=1.7500e-04) (hash(x)=20342150) +3996 train 7.114816 (lr=1.7500e-04) (hash(x)=22261760) +3997 train 7.192499 (lr=1.7500e-04) (hash(x)=22731641) +3998 train 7.084499 (lr=1.7500e-04) (hash(x)=20669749) +3999 train 7.044359 (lr=1.7500e-04) (hash(x)=16533310) +4000 val loss 7.3655 +4000 val perplexity 1580.5190 +4000 train 7.202604 (lr=1.7500e-04) (hash(x)=23661341) +4001 train 7.212861 (lr=1.7500e-04) (hash(x)=24644301) +4002 train 7.032277 (lr=1.7500e-04) (hash(x)=22938438) +4003 train 7.128810 (lr=1.7500e-04) (hash(x)=24315862) +4004 train 7.320075 (lr=1.7500e-04) (hash(x)=25169315) +4005 train 7.293262 (lr=1.7500e-04) (hash(x)=24752796) +4006 train 7.260866 (lr=1.7500e-04) (hash(x)=23103706) +4007 train 7.332353 (lr=1.7500e-04) (hash(x)=24881176) +4008 train 7.260103 (lr=1.7500e-04) (hash(x)=23971947) +4009 train 7.533199 (lr=1.7500e-04) (hash(x)=27741054) +4010 train 7.856996 (lr=1.7500e-04) (hash(x)=30956251) +4011 train 7.315231 (lr=1.7500e-04) (hash(x)=23649686) +4012 train 7.180215 (lr=1.7500e-04) (hash(x)=23344798) +4013 train 7.729997 (lr=1.7500e-04) (hash(x)=29529498) +4014 train 7.345098 (lr=1.7500e-04) (hash(x)=24688359) +4015 train 7.301287 (lr=1.7500e-04) (hash(x)=25593613) +4016 train 7.359297 (lr=1.7500e-04) (hash(x)=25674488) +4017 train 6.859493 (lr=1.7500e-04) (hash(x)=21345346) +4018 train 7.127591 (lr=1.7500e-04) (hash(x)=21978324) +4019 train 7.177330 (lr=1.7500e-04) (hash(x)=23669244) +4020 train 7.058597 (lr=1.7500e-04) (hash(x)=22479613) +4021 train 7.087680 (lr=1.7500e-04) (hash(x)=22855256) +4022 train 7.404900 (lr=1.7500e-04) (hash(x)=19759826) +4023 train 7.299948 (lr=1.7500e-04) (hash(x)=22886646) +4024 train 7.286190 (lr=1.7500e-04) (hash(x)=25553008) +4025 train 7.171974 (lr=1.7500e-04) (hash(x)=25487028) +4026 train 7.720899 (lr=1.7500e-04) (hash(x)=26799246) +4027 train 8.048912 (lr=1.7500e-04) (hash(x)=30728540) +4028 train 7.465694 (lr=1.7500e-04) (hash(x)=23966676) +4029 train 7.231011 (lr=1.7500e-04) (hash(x)=22118783) +4030 train 7.361675 (lr=1.7500e-04) (hash(x)=24744703) +4031 train 7.391950 (lr=1.7500e-04) (hash(x)=21407676) +4032 train 7.371245 (lr=1.7500e-04) (hash(x)=20623349) +4033 train 7.156258 (lr=1.7500e-04) (hash(x)=24723788) +4034 train 7.446729 (lr=1.7500e-04) (hash(x)=25030709) +4035 train 7.447968 (lr=1.7500e-04) (hash(x)=26326164) +4036 train 7.309661 (lr=1.7500e-04) (hash(x)=23754475) +4037 train 7.921833 (lr=1.7500e-04) (hash(x)=30112933) +4038 train 7.638951 (lr=1.7500e-04) (hash(x)=27474299) +4039 train 7.100221 (lr=1.7500e-04) (hash(x)=21720304) +4040 train 7.508207 (lr=1.7500e-04) (hash(x)=25142674) +4041 train 7.733511 (lr=1.7500e-04) (hash(x)=25284552) +4042 train 7.604527 (lr=1.7500e-04) (hash(x)=24554942) +4043 train 7.412910 (lr=1.7500e-04) (hash(x)=23773870) +4044 train 7.200267 (lr=1.7500e-04) (hash(x)=23896338) +4045 train 8.001730 (lr=1.7500e-04) (hash(x)=34984911) +4046 train 7.259537 (lr=1.7500e-04) (hash(x)=23854263) +4047 train 7.534809 (lr=1.7500e-04) (hash(x)=27263416) +4048 train 7.211572 (lr=1.7500e-04) (hash(x)=24989642) +4049 train 7.261719 (lr=1.7500e-04) (hash(x)=24492055) +4050 val loss 7.3921 +4050 val perplexity 1623.1503 +4050 train 7.141088 (lr=1.7500e-04) (hash(x)=21579916) +4051 train 7.368240 (lr=1.7500e-04) (hash(x)=25274710) +4052 train 7.260781 (lr=1.7500e-04) (hash(x)=24701947) +4053 train 7.249321 (lr=1.7500e-04) (hash(x)=25477340) +4054 train 7.144189 (lr=1.7500e-04) (hash(x)=23774195) +4055 train 7.393428 (lr=1.7500e-04) (hash(x)=25840801) +4056 train 7.612360 (lr=1.7500e-04) (hash(x)=27972529) +4057 train 7.363999 (lr=1.7500e-04) (hash(x)=26952458) +4058 train 6.923286 (lr=1.7500e-04) (hash(x)=22683653) +4059 train 6.963750 (lr=1.7500e-04) (hash(x)=20984129) +4060 train 7.099422 (lr=1.7500e-04) (hash(x)=22816482) +4061 train 7.367505 (lr=1.7500e-04) (hash(x)=24285302) +4062 train 7.800581 (lr=1.7500e-04) (hash(x)=31517950) +4063 train 8.056223 (lr=1.7500e-04) (hash(x)=31424568) +4064 train 7.760544 (lr=1.7500e-04) (hash(x)=29497876) +4065 train 7.605597 (lr=1.7500e-04) (hash(x)=27277376) +4066 train 7.333615 (lr=1.7500e-04) (hash(x)=26832588) +4067 train 7.169248 (lr=1.7500e-04) (hash(x)=25149712) +4068 train 7.162802 (lr=1.7500e-04) (hash(x)=23728457) +4069 train 7.148679 (lr=1.7500e-04) (hash(x)=25265136) +4070 train 7.621579 (lr=1.7500e-04) (hash(x)=25241681) +4071 train 7.354066 (lr=1.7500e-04) (hash(x)=23403065) +4072 train 7.335748 (lr=1.7500e-04) (hash(x)=25808207) +4073 train 7.309977 (lr=1.7500e-04) (hash(x)=23904844) +4074 train 7.027007 (lr=1.7500e-04) (hash(x)=18865309) +4075 train 7.390604 (lr=1.7500e-04) (hash(x)=23531744) +4076 train 7.427392 (lr=1.7500e-04) (hash(x)=25784275) +4077 train 7.136588 (lr=1.7500e-04) (hash(x)=22417529) +4078 train 7.145849 (lr=1.7500e-04) (hash(x)=23095491) +4079 train 7.220643 (lr=1.7500e-04) (hash(x)=22656033) +4080 train 7.264431 (lr=1.7500e-04) (hash(x)=25865435) +4081 train 7.380342 (lr=1.7500e-04) (hash(x)=25699377) +4082 train 7.434657 (lr=1.7500e-04) (hash(x)=20854084) +4083 train 6.949317 (lr=1.7500e-04) (hash(x)=18950799) +4084 train 7.163126 (lr=1.7500e-04) (hash(x)=22633739) +4085 train 7.957828 (lr=1.7500e-04) (hash(x)=34054446) +4086 train 7.517231 (lr=1.7500e-04) (hash(x)=27599387) +4087 train 7.318130 (lr=1.7500e-04) (hash(x)=26869295) +4088 train 7.307248 (lr=1.7500e-04) (hash(x)=24075139) +4089 train 7.720981 (lr=1.7500e-04) (hash(x)=29784110) +4090 train 7.958374 (lr=1.7500e-04) (hash(x)=34273918) +4091 train 8.288822 (lr=1.7500e-04) (hash(x)=34472685) +4092 train 7.725620 (lr=1.7500e-04) (hash(x)=30113791) +4093 train 7.160604 (lr=1.7500e-04) (hash(x)=22366381) +4094 train 7.314927 (lr=1.7500e-04) (hash(x)=24922935) +4095 train 7.476903 (lr=1.7500e-04) (hash(x)=25504151) +4096 train 7.441171 (lr=1.7500e-04) (hash(x)=24517375) +4097 train 8.139781 (lr=1.7500e-04) (hash(x)=25871651) +4098 train 7.206519 (lr=1.7500e-04) (hash(x)=23480225) +4099 train 7.037014 (lr=1.7500e-04) (hash(x)=22559978) +4100 val loss 7.3541 +4100 val perplexity 1562.6321 +4100 train 7.453295 (lr=1.7500e-04) (hash(x)=25795272) +4101 train 7.421472 (lr=1.7500e-04) (hash(x)=25440399) +4102 train 7.105925 (lr=1.7500e-04) (hash(x)=21581806) +4103 train 7.153828 (lr=1.7500e-04) (hash(x)=25781518) +4104 train 7.278441 (lr=1.7500e-04) (hash(x)=24682372) +4105 train 7.085367 (lr=1.7500e-04) (hash(x)=22440094) +4106 train 7.264531 (lr=1.7500e-04) (hash(x)=23661032) +4107 train 7.533461 (lr=1.7500e-04) (hash(x)=26966012) +4108 train 7.532814 (lr=1.7500e-04) (hash(x)=26232227) +4109 train 7.181489 (lr=1.7500e-04) (hash(x)=24110656) +4110 train 7.437912 (lr=1.7500e-04) (hash(x)=25938621) +4111 train 7.303387 (lr=1.7500e-04) (hash(x)=26432850) +4112 train 7.271475 (lr=1.7500e-04) (hash(x)=25387672) +4113 train 7.073625 (lr=1.7500e-04) (hash(x)=22740017) +4114 train 7.410203 (lr=1.7500e-04) (hash(x)=26384190) +4115 train 7.113029 (lr=1.7500e-04) (hash(x)=24725583) +4116 train 7.261573 (lr=1.7500e-04) (hash(x)=23986700) +4117 train 7.259126 (lr=1.7500e-04) (hash(x)=18529900) +4118 train 7.280282 (lr=1.7500e-04) (hash(x)=22236257) +4119 train 6.938108 (lr=1.7500e-04) (hash(x)=20155894) +4120 train 6.768399 (lr=1.7500e-04) (hash(x)=17423813) +4121 train 6.711891 (lr=1.7500e-04) (hash(x)=18905183) +4122 train 7.083328 (lr=1.7500e-04) (hash(x)=22534398) +4123 train 7.649517 (lr=1.7500e-04) (hash(x)=25247868) +4124 train 7.259526 (lr=1.7500e-04) (hash(x)=23994188) +4125 train 7.145275 (lr=1.7500e-04) (hash(x)=22929754) +4126 train 7.054491 (lr=1.7500e-04) (hash(x)=22485897) +4127 train 7.095517 (lr=1.7500e-04) (hash(x)=22270169) 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(hash(x)=26473900) +4146 train 7.381288 (lr=1.7500e-04) (hash(x)=26785092) +4147 train 7.624528 (lr=1.7500e-04) (hash(x)=30188532) +4148 train 7.202739 (lr=1.7500e-04) (hash(x)=25010649) +4149 train 7.185289 (lr=1.7500e-04) (hash(x)=22409016) +4150 val loss 7.3358 +4150 val perplexity 1534.3076 +4150 train 7.871734 (lr=1.7500e-04) (hash(x)=31675024) +4151 train 7.183484 (lr=1.7500e-04) (hash(x)=25086604) +4152 train 7.212540 (lr=1.7500e-04) (hash(x)=24429343) +4153 train 7.375459 (lr=1.7500e-04) (hash(x)=25014232) +4154 train 7.321980 (lr=1.7500e-04) (hash(x)=25366275) +4155 train 7.758784 (lr=1.7500e-04) (hash(x)=24031473) +4156 train 7.304436 (lr=1.7500e-04) (hash(x)=26651059) +4157 train 7.392136 (lr=1.7500e-04) (hash(x)=26069721) +4158 train 7.506100 (lr=1.7500e-04) (hash(x)=28114382) +4159 train 7.484699 (lr=1.7500e-04) (hash(x)=26983186) +4160 train 6.944451 (lr=1.7500e-04) (hash(x)=21944670) +4161 train 7.581426 (lr=1.7500e-04) (hash(x)=28155702) +4162 train 7.088448 (lr=1.7500e-04) (hash(x)=24765002) +4163 train 7.312515 (lr=1.7500e-04) (hash(x)=26492636) +4164 train 7.254453 (lr=1.7500e-04) (hash(x)=24063705) +4165 train 7.543996 (lr=1.7500e-04) (hash(x)=27079573) +4166 train 7.224792 (lr=1.7500e-04) (hash(x)=24912201) +4167 train 7.294475 (lr=1.7500e-04) (hash(x)=27208507) +4168 train 7.231234 (lr=1.7500e-04) (hash(x)=25824320) +4169 train 7.736710 (lr=1.7500e-04) (hash(x)=29641677) +4170 train 7.461252 (lr=1.7500e-04) (hash(x)=26275614) +4171 train 7.301668 (lr=1.7500e-04) (hash(x)=25227725) +4172 train 7.394003 (lr=1.7500e-04) (hash(x)=27417375) +4173 train 7.572972 (lr=1.7500e-04) (hash(x)=25581973) +4174 train 7.794580 (lr=1.7500e-04) (hash(x)=30360417) +4175 train 7.109925 (lr=1.7500e-04) (hash(x)=23862845) +4176 train 7.250867 (lr=1.7500e-04) (hash(x)=25415130) +4177 train 7.199651 (lr=1.7500e-04) (hash(x)=23111123) +4178 train 7.165591 (lr=1.7500e-04) (hash(x)=24022804) +4179 train 7.218296 (lr=1.7500e-04) (hash(x)=25148490) +4180 train 7.400940 (lr=1.7500e-04) (hash(x)=22792092) +4181 train 7.463071 (lr=1.7500e-04) (hash(x)=24779698) +4182 train 7.404939 (lr=1.7500e-04) (hash(x)=24870844) +4183 train 7.120286 (lr=1.7500e-04) (hash(x)=22664494) +4184 train 7.169569 (lr=1.7500e-04) (hash(x)=22599729) +4185 train 7.352859 (lr=1.7500e-04) (hash(x)=24707078) +4186 train 7.185259 (lr=1.7500e-04) (hash(x)=23823945) +4187 train 6.916378 (lr=1.7500e-04) (hash(x)=22219856) +4188 train 7.532295 (lr=1.7500e-04) (hash(x)=27061401) +4189 train 7.288259 (lr=1.7500e-04) (hash(x)=23398766) +4190 train 7.353034 (lr=1.7500e-04) (hash(x)=27916730) +4191 train 7.252452 (lr=1.7500e-04) (hash(x)=24092927) +4192 train 7.311966 (lr=1.7500e-04) (hash(x)=24723657) +4193 train 7.336951 (lr=1.7500e-04) (hash(x)=24676155) +4194 train 7.232588 (lr=1.7500e-04) (hash(x)=23455369) +4195 train 7.153891 (lr=1.7500e-04) (hash(x)=21999890) +4196 train 7.086479 (lr=1.7500e-04) (hash(x)=23385567) +4197 train 7.288661 (lr=1.7500e-04) (hash(x)=25120814) 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(hash(x)=26082318) +4215 train 7.006721 (lr=1.7500e-04) (hash(x)=23025790) +4216 train 7.055927 (lr=1.7500e-04) (hash(x)=21146597) +4217 train 7.425446 (lr=1.7500e-04) (hash(x)=27470230) +4218 train 7.196542 (lr=1.7500e-04) (hash(x)=22691005) +4219 train 6.975418 (lr=1.7500e-04) (hash(x)=21550313) +4220 train 7.071570 (lr=1.7500e-04) (hash(x)=20618443) +4221 train 7.171526 (lr=1.7500e-04) (hash(x)=25260787) +4222 train 7.255825 (lr=1.7500e-04) (hash(x)=25249873) +4223 train 6.874329 (lr=1.7500e-04) (hash(x)=20452272) +4224 train 7.123921 (lr=1.7500e-04) (hash(x)=25649764) +4225 train 7.011557 (lr=1.7500e-04) (hash(x)=19589460) +4226 train 7.439594 (lr=1.7500e-04) (hash(x)=26477595) +4227 train 7.616044 (lr=1.7500e-04) (hash(x)=27585442) +4228 train 7.435955 (lr=1.7500e-04) (hash(x)=25821343) +4229 train 7.321854 (lr=1.7500e-04) (hash(x)=24549919) +4230 train 7.267282 (lr=1.7500e-04) (hash(x)=26124522) +4231 train 7.505054 (lr=1.7500e-04) (hash(x)=26473464) +4232 train 7.532463 (lr=1.7500e-04) (hash(x)=28883028) +4233 train 7.455957 (lr=1.7500e-04) (hash(x)=29611296) +4234 train 7.356688 (lr=1.7500e-04) (hash(x)=29059941) +4235 train 7.251712 (lr=1.7500e-04) (hash(x)=26368203) +4236 train 7.286012 (lr=1.7500e-04) (hash(x)=27021360) +4237 train 7.228317 (lr=1.7500e-04) (hash(x)=26135379) +4238 train 7.042896 (lr=1.7500e-04) (hash(x)=25862549) +4239 train 7.381117 (lr=1.7500e-04) (hash(x)=28276603) +4240 train 6.984834 (lr=1.7500e-04) (hash(x)=22170090) +4241 train 7.310976 (lr=1.7500e-04) (hash(x)=22625589) +4242 train 7.335323 (lr=1.7500e-04) (hash(x)=25751475) +4243 train 7.243007 (lr=1.7500e-04) (hash(x)=25836838) +4244 train 7.168104 (lr=1.7500e-04) (hash(x)=23938214) +4245 train 7.111450 (lr=1.7500e-04) (hash(x)=22759365) +4246 train 7.117845 (lr=1.7500e-04) (hash(x)=24964628) +4247 train 6.814049 (lr=1.7500e-04) (hash(x)=21480367) +4248 train 7.378843 (lr=1.7500e-04) (hash(x)=25974694) +4249 train 7.693875 (lr=1.7500e-04) (hash(x)=29830546) +4250 val loss 7.3103 +4250 val perplexity 1495.5892 +4250 train 7.348128 (lr=1.7500e-04) (hash(x)=26283200) +4251 train 7.373772 (lr=1.7500e-04) (hash(x)=25605672) +4252 train 7.021073 (lr=1.7500e-04) (hash(x)=21439107) +4253 train 6.976392 (lr=1.7500e-04) (hash(x)=22626883) +4254 train 7.306566 (lr=1.7500e-04) (hash(x)=25627150) +4255 train 7.484328 (lr=1.7500e-04) (hash(x)=24658642) +4256 train 7.559116 (lr=1.7500e-04) (hash(x)=29755505) +4257 train 7.252807 (lr=1.7500e-04) (hash(x)=22750846) +4258 train 7.151992 (lr=1.7500e-04) (hash(x)=21892651) +4259 train 7.210702 (lr=1.7500e-04) (hash(x)=22487960) +4260 train 7.242075 (lr=1.7500e-04) (hash(x)=24059869) +4261 train 7.032894 (lr=1.7500e-04) (hash(x)=21090180) +4262 train 7.106293 (lr=1.7500e-04) (hash(x)=22716452) +4263 train 7.362440 (lr=1.7500e-04) (hash(x)=26854801) +4264 train 7.230372 (lr=1.7500e-04) (hash(x)=23815428) +4265 train 7.112723 (lr=1.7500e-04) (hash(x)=23368704) +4266 train 7.173093 (lr=1.7500e-04) (hash(x)=24301098) +4267 train 7.376836 (lr=1.7500e-04) (hash(x)=25025039) +4268 train 7.110834 (lr=1.7500e-04) (hash(x)=25425736) +4269 train 7.331244 (lr=1.7500e-04) (hash(x)=27439380) +4270 train 6.865392 (lr=1.7500e-04) (hash(x)=18682756) +4271 train 6.985526 (lr=1.7500e-04) (hash(x)=17862226) +4272 train 7.493946 (lr=1.7500e-04) (hash(x)=29946491) +4273 train 6.777731 (lr=1.7500e-04) (hash(x)=21392062) +4274 train 7.317198 (lr=1.7500e-04) (hash(x)=25195556) +4275 train 7.321694 (lr=1.7500e-04) (hash(x)=26682036) +4276 train 7.252226 (lr=1.7500e-04) (hash(x)=21235260) +4277 train 7.058971 (lr=1.7500e-04) (hash(x)=22118984) +4278 train 7.075762 (lr=1.7500e-04) (hash(x)=24094510) +4279 train 7.554997 (lr=1.7500e-04) (hash(x)=28519182) +4280 train 7.261064 (lr=1.7500e-04) (hash(x)=26652859) +4281 train 7.159082 (lr=1.7500e-04) (hash(x)=24463139) +4282 train 7.143263 (lr=1.7500e-04) (hash(x)=23281870) +4283 train 7.360930 (lr=1.7500e-04) (hash(x)=29181174) +4284 train 7.070940 (lr=1.7500e-04) (hash(x)=24797417) +4285 train 7.392242 (lr=1.7500e-04) (hash(x)=29026537) +4286 train 7.140722 (lr=1.7500e-04) (hash(x)=23045165) +4287 train 7.091267 (lr=1.7500e-04) (hash(x)=25193694) +4288 train 7.138436 (lr=1.7500e-04) (hash(x)=23475407) +4289 train 7.264012 (lr=1.7500e-04) (hash(x)=24875410) +4290 train 7.201610 (lr=1.7500e-04) (hash(x)=26328101) +4291 train 7.449698 (lr=1.7500e-04) (hash(x)=26273661) +4292 train 7.140438 (lr=1.7500e-04) (hash(x)=23271891) +4293 train 7.106645 (lr=1.7500e-04) (hash(x)=23300732) +4294 train 7.188009 (lr=1.7500e-04) (hash(x)=24243693) +4295 train 7.284265 (lr=1.7500e-04) (hash(x)=25642620) +4296 train 7.314533 (lr=1.7500e-04) (hash(x)=27730411) +4297 train 7.108720 (lr=1.7500e-04) (hash(x)=25485335) +4298 train 6.939222 (lr=1.7500e-04) (hash(x)=25268789) +4299 train 7.431556 (lr=1.7500e-04) (hash(x)=28917143) +4300 val loss 7.3237 +4300 val perplexity 1515.8562 +4300 train 7.546570 (lr=1.7500e-04) (hash(x)=28987991) +4301 train 7.268720 (lr=1.7500e-04) (hash(x)=25989151) +4302 train 7.201557 (lr=1.7500e-04) (hash(x)=25658195) +4303 train 7.248199 (lr=1.7500e-04) (hash(x)=25765909) +4304 train 7.248152 (lr=1.7500e-04) (hash(x)=25704261) +4305 train 7.240254 (lr=1.7500e-04) (hash(x)=24438198) +4306 train 7.079762 (lr=1.7500e-04) (hash(x)=22871710) +4307 train 6.935118 (lr=1.7500e-04) (hash(x)=20160896) +4308 train 7.436987 (lr=1.7500e-04) (hash(x)=24218641) +4309 train 6.866361 (lr=1.7500e-04) (hash(x)=22073751) +4310 train 7.196190 (lr=1.7500e-04) (hash(x)=26434959) +4311 train 6.908377 (lr=1.7500e-04) (hash(x)=20750531) +4312 train 6.980082 (lr=1.7500e-04) (hash(x)=22232293) +4313 train 7.309345 (lr=1.7500e-04) (hash(x)=27324521) +4314 train 7.040990 (lr=1.7500e-04) (hash(x)=22217862) +4315 train 7.432718 (lr=1.7500e-04) (hash(x)=25741958) +4316 train 7.158824 (lr=1.7500e-04) (hash(x)=22738456) +4317 train 7.242119 (lr=1.7500e-04) (hash(x)=25387302) +4318 train 7.196819 (lr=1.7500e-04) (hash(x)=24669014) +4319 train 7.294755 (lr=1.7500e-04) (hash(x)=24917098) +4320 train 7.281900 (lr=1.7500e-04) (hash(x)=26698227) +4321 train 7.104193 (lr=1.7500e-04) (hash(x)=23518293) +4322 train 7.074903 (lr=1.7500e-04) (hash(x)=23643971) +4323 train 7.189781 (lr=1.7500e-04) (hash(x)=25659505) +4324 train 7.054655 (lr=1.7500e-04) (hash(x)=22697720) +4325 train 7.474446 (lr=1.7500e-04) (hash(x)=25082178) +4326 train 7.032251 (lr=1.7500e-04) (hash(x)=24166546) +4327 train 7.214505 (lr=1.7500e-04) (hash(x)=24499766) +4328 train 7.368111 (lr=1.7500e-04) (hash(x)=24338607) +4329 train 7.114957 (lr=1.7500e-04) (hash(x)=23225420) +4330 train 7.269465 (lr=1.7500e-04) (hash(x)=25907032) +4331 train 7.088090 (lr=1.7500e-04) (hash(x)=24634979) +4332 train 7.133068 (lr=1.7500e-04) (hash(x)=22161377) +4333 train 7.278729 (lr=1.7500e-04) (hash(x)=22559939) +4334 train 7.069695 (lr=1.7500e-04) (hash(x)=20840022) +4335 train 7.372135 (lr=1.7500e-04) (hash(x)=25067358) +4336 train 7.011312 (lr=1.7500e-04) (hash(x)=23432626) +4337 train 7.161704 (lr=1.7500e-04) (hash(x)=23820385) +4338 train 7.917583 (lr=1.7500e-04) (hash(x)=31594930) +4339 train 7.384490 (lr=1.7500e-04) (hash(x)=27138750) +4340 train 7.536737 (lr=1.7500e-04) (hash(x)=30031341) +4341 train 7.168652 (lr=1.7500e-04) (hash(x)=24602807) +4342 train 6.972543 (lr=1.7500e-04) (hash(x)=21584976) +4343 train 7.362042 (lr=1.7500e-04) (hash(x)=27479796) +4344 train 7.061853 (lr=1.7500e-04) (hash(x)=22746241) +4345 train 7.199346 (lr=1.7500e-04) (hash(x)=19728452) +4346 train 7.069202 (lr=1.7500e-04) (hash(x)=24502020) +4347 train 7.441404 (lr=1.7500e-04) (hash(x)=28225954) +4348 train 7.180481 (lr=1.7500e-04) (hash(x)=23893447) +4349 train 7.466064 (lr=1.7500e-04) (hash(x)=25654586) +4350 val loss 7.3356 +4350 val perplexity 1533.9104 +4350 train 7.283925 (lr=1.7500e-04) (hash(x)=23856469) +4351 train 7.195034 (lr=1.7500e-04) (hash(x)=23136080) +4352 train 7.335330 (lr=1.7500e-04) (hash(x)=26532918) +4353 train 7.219224 (lr=1.7500e-04) (hash(x)=25461947) +4354 train 7.228461 (lr=1.7500e-04) (hash(x)=26590231) +4355 train 6.961241 (lr=1.7500e-04) (hash(x)=21441985) +4356 train 7.232508 (lr=1.7500e-04) (hash(x)=26507941) +4357 train 7.504030 (lr=1.7500e-04) (hash(x)=26245238) +4358 train 7.288707 (lr=1.7500e-04) (hash(x)=24879059) +4359 train 7.537446 (lr=1.7500e-04) (hash(x)=29810074) +4360 train 7.035919 (lr=1.7500e-04) (hash(x)=24258069) +4361 train 7.129019 (lr=1.7500e-04) (hash(x)=25229360) +4362 train 7.314037 (lr=1.7500e-04) (hash(x)=25440206) +4363 train 7.173085 (lr=1.7500e-04) (hash(x)=23222125) +4364 train 7.038808 (lr=1.7500e-04) (hash(x)=23353186) +4365 train 7.246179 (lr=1.7500e-04) (hash(x)=26995240) +4366 train 7.155087 (lr=1.7500e-04) (hash(x)=24135899) +4367 train 7.209709 (lr=1.7500e-04) (hash(x)=24765539) +4368 train 7.247914 (lr=1.7500e-04) (hash(x)=26051004) +4369 train 7.017665 (lr=1.7500e-04) (hash(x)=22559142) +4370 train 6.927715 (lr=1.7500e-04) (hash(x)=20364388) +4371 train 7.379116 (lr=1.7500e-04) (hash(x)=25938817) +4372 train 7.405086 (lr=1.7500e-04) (hash(x)=26060945) +4373 train 7.342825 (lr=1.7500e-04) (hash(x)=27866714) +4374 train 7.271097 (lr=1.7500e-04) (hash(x)=27104972) +4375 train 6.963907 (lr=1.7500e-04) (hash(x)=22216309) +4376 train 7.008573 (lr=1.7500e-04) (hash(x)=20781533) +4377 train 6.939064 (lr=1.7500e-04) (hash(x)=18784350) +4378 train 7.052911 (lr=1.7500e-04) (hash(x)=21102897) +4379 train 7.331775 (lr=1.7500e-04) (hash(x)=25647489) +4380 train 7.117538 (lr=1.7500e-04) (hash(x)=24486462) +4381 train 7.371745 (lr=1.7500e-04) (hash(x)=26539114) +4382 train 6.995628 (lr=1.7500e-04) (hash(x)=20026045) +4383 train 7.225751 (lr=1.7500e-04) (hash(x)=20613861) +4384 train 7.000450 (lr=1.7500e-04) (hash(x)=20676237) +4385 train 7.249323 (lr=1.7500e-04) (hash(x)=24893163) +4386 train 6.821671 (lr=1.7500e-04) (hash(x)=17299395) +4387 train 6.939654 (lr=1.7500e-04) (hash(x)=19580191) +4388 train 7.133109 (lr=1.7500e-04) (hash(x)=25588218) +4389 train 7.270879 (lr=1.7500e-04) (hash(x)=26433063) +4390 train 7.371572 (lr=1.7500e-04) (hash(x)=24917693) +4391 train 7.042293 (lr=1.7500e-04) (hash(x)=23462447) +4392 train 7.248997 (lr=1.7500e-04) (hash(x)=27185416) +4393 train 7.348465 (lr=1.7500e-04) (hash(x)=24109010) +4394 train 7.103339 (lr=1.7500e-04) (hash(x)=21486000) +4395 train 7.027833 (lr=1.7500e-04) (hash(x)=22230006) +4396 train 7.434515 (lr=1.7500e-04) (hash(x)=26092311) +4397 train 7.166637 (lr=1.7500e-04) (hash(x)=24112426) +4398 train 7.048224 (lr=1.7500e-04) (hash(x)=21881373) +4399 train 7.151647 (lr=1.7500e-04) (hash(x)=26739455) +4400 val loss 7.2983 +4400 val perplexity 1477.7332 +4400 train 7.036444 (lr=1.7500e-04) (hash(x)=22873602) +4401 train 7.109053 (lr=1.7500e-04) (hash(x)=26748712) +4402 train 7.249149 (lr=1.7500e-04) (hash(x)=26306618) +4403 train 7.408123 (lr=1.7500e-04) (hash(x)=26898808) +4404 train 7.174798 (lr=1.7500e-04) (hash(x)=25067751) +4405 train 7.226221 (lr=1.7500e-04) (hash(x)=25397145) +4406 train 7.386685 (lr=1.7500e-04) (hash(x)=24796962) +4407 train 7.212035 (lr=1.7500e-04) (hash(x)=23222996) +4408 train 7.149612 (lr=1.7500e-04) (hash(x)=24820189) +4409 train 7.559761 (lr=1.7500e-04) (hash(x)=27669038) +4410 train 7.161529 (lr=1.7500e-04) (hash(x)=24283976) +4411 train 7.321724 (lr=1.7500e-04) (hash(x)=25018789) +4412 train 7.261972 (lr=1.7500e-04) (hash(x)=26247064) +4413 train 7.255700 (lr=1.7500e-04) (hash(x)=22942904) +4414 train 7.141715 (lr=1.7500e-04) (hash(x)=23918746) +4415 train 7.249601 (lr=1.7500e-04) (hash(x)=26489285) +4416 train 6.294219 (lr=1.7500e-04) (hash(x)=14942495) +4417 train 7.085849 (lr=1.7500e-04) (hash(x)=23908505) +4418 train 7.327764 (lr=1.7500e-04) (hash(x)=25854036) +4419 train 7.217217 (lr=1.7500e-04) (hash(x)=27522868) +4420 train 7.095693 (lr=1.7500e-04) (hash(x)=26549205) +4421 train 6.994638 (lr=1.7500e-04) (hash(x)=24565522) +4422 train 7.283256 (lr=1.7500e-04) (hash(x)=23919123) +4423 train 7.196211 (lr=1.7500e-04) (hash(x)=25185942) +4424 train 7.186891 (lr=1.7500e-04) (hash(x)=24818969) +4425 train 7.252246 (lr=1.7500e-04) (hash(x)=26750372) +4426 train 7.229215 (lr=1.7500e-04) (hash(x)=25621536) +4427 train 7.698928 (lr=1.7500e-04) (hash(x)=28037060) +4428 train 7.730040 (lr=1.7500e-04) (hash(x)=30829517) +4429 train 7.348042 (lr=1.7500e-04) (hash(x)=28728766) +4430 train 7.245233 (lr=1.7500e-04) (hash(x)=25936895) +4431 train 7.363571 (lr=1.7500e-04) (hash(x)=27476158) +4432 train 7.147782 (lr=1.7500e-04) (hash(x)=23297921) +4433 train 7.157990 (lr=1.7500e-04) (hash(x)=23201299) +4434 train 7.074997 (lr=1.7500e-04) (hash(x)=22681766) +4435 train 7.025661 (lr=1.7500e-04) (hash(x)=23217512) +4436 train 7.525954 (lr=1.7500e-04) (hash(x)=29322443) +4437 train 7.136961 (lr=1.7500e-04) (hash(x)=23502072) +4438 train 7.213858 (lr=1.7500e-04) (hash(x)=28873527) +4439 train 7.245168 (lr=1.7500e-04) (hash(x)=23653175) +4440 train 7.006607 (lr=1.7500e-04) (hash(x)=21635879) +4441 train 7.072238 (lr=1.7500e-04) (hash(x)=22201854) +4442 train 7.000639 (lr=1.7500e-04) (hash(x)=23101164) +4443 train 7.411026 (lr=1.7500e-04) (hash(x)=25475122) +4444 train 7.153639 (lr=1.7500e-04) (hash(x)=25124825) +4445 train 7.287734 (lr=1.7500e-04) (hash(x)=26883852) +4446 train 7.079634 (lr=1.7500e-04) (hash(x)=24731829) +4447 train 7.063142 (lr=1.7500e-04) (hash(x)=22405076) +4448 train 7.202316 (lr=1.7500e-04) (hash(x)=27633869) +4449 train 7.293859 (lr=1.7500e-04) (hash(x)=25162594) +4450 val loss 7.2964 +4450 val perplexity 1474.9355 +4450 train 7.261199 (lr=1.7500e-04) (hash(x)=26438149) +4451 train 7.275309 (lr=1.7500e-04) (hash(x)=26748800) +4452 train 7.038251 (lr=1.7500e-04) (hash(x)=22971620) +4453 train 7.181619 (lr=1.7500e-04) (hash(x)=25886430) +4454 train 6.951051 (lr=1.7500e-04) (hash(x)=21084137) +4455 train 7.127706 (lr=1.7500e-04) (hash(x)=25673545) +4456 train 7.730659 (lr=1.7500e-04) (hash(x)=29389002) +4457 train 6.859815 (lr=1.7500e-04) (hash(x)=21676076) +4458 train 6.943762 (lr=1.7500e-04) (hash(x)=22616647) +4459 train 7.331789 (lr=1.7500e-04) (hash(x)=22771197) +4460 train 7.278419 (lr=1.7500e-04) (hash(x)=26393514) +4461 train 7.480234 (lr=1.7500e-04) (hash(x)=24996433) +4462 train 7.149343 (lr=1.7500e-04) (hash(x)=19594028) +4463 train 7.298288 (lr=1.7500e-04) (hash(x)=22675428) +4464 train 7.300328 (lr=1.7500e-04) (hash(x)=26566551) +4465 train 7.314941 (lr=1.7500e-04) (hash(x)=22469290) +4466 train 7.720363 (lr=1.7500e-04) (hash(x)=29821654) +4467 train 7.320569 (lr=1.7500e-04) (hash(x)=26305388) +4468 train 7.120653 (lr=1.7500e-04) (hash(x)=21998506) +4469 train 7.500270 (lr=1.7500e-04) (hash(x)=23953315) +4470 train 7.141378 (lr=1.7500e-04) (hash(x)=23985456) +4471 train 7.516077 (lr=1.7500e-04) (hash(x)=28168456) +4472 train 7.189514 (lr=1.7500e-04) (hash(x)=25126411) +4473 train 7.018547 (lr=1.7500e-04) (hash(x)=24619336) +4474 train 7.205276 (lr=1.7500e-04) (hash(x)=24467798) +4475 train 8.022628 (lr=1.7500e-04) (hash(x)=31673254) +4476 train 7.835778 (lr=1.7500e-04) (hash(x)=29929610) +4477 train 7.545300 (lr=1.7500e-04) (hash(x)=29412572) +4478 train 7.695679 (lr=1.7500e-04) (hash(x)=31910006) +4479 train 7.375783 (lr=1.7500e-04) (hash(x)=26072586) +4480 train 7.305088 (lr=1.7500e-04) (hash(x)=25782825) +4481 train 7.197805 (lr=1.7500e-04) (hash(x)=21131363) +4482 train 7.305313 (lr=1.7500e-04) (hash(x)=25071223) +4483 train 7.889345 (lr=1.7500e-04) (hash(x)=32249577) +4484 train 7.178304 (lr=1.7500e-04) (hash(x)=24752808) +4485 train 7.204851 (lr=1.7500e-04) (hash(x)=24970539) +4486 train 7.121368 (lr=1.7500e-04) (hash(x)=24191005) +4487 train 7.311629 (lr=1.7500e-04) (hash(x)=24974331) +4488 train 7.416212 (lr=1.7500e-04) (hash(x)=27043409) +4489 train 6.955618 (lr=1.7500e-04) (hash(x)=11320385) +4490 train 6.888010 (lr=1.7500e-04) (hash(x)=11919565) +4491 train 6.870118 (lr=1.7500e-04) (hash(x)=10404694) +4492 train 6.880199 (lr=1.7500e-04) (hash(x)=12393159) +4493 train 6.724297 (lr=1.7500e-04) (hash(x)=11843609) +4494 train 6.766173 (lr=1.7500e-04) (hash(x)=12632729) +4495 train 7.305635 (lr=1.7500e-04) (hash(x)=21951984) +4496 train 8.064475 (lr=1.7500e-04) (hash(x)=19411544) +4497 train 7.982588 (lr=1.7500e-04) (hash(x)=21000228) +4498 train 7.498981 (lr=1.7500e-04) (hash(x)=26018207) +4499 train 7.570043 (lr=1.7500e-04) (hash(x)=24659058) +4500 val loss 7.3992 +4500 val perplexity 1634.7400 +4500 train 7.665270 (lr=1.7500e-04) (hash(x)=27919597) +4501 train 7.274821 (lr=1.7500e-04) (hash(x)=26232596) +4502 train 7.393060 (lr=1.7500e-04) (hash(x)=26248912) +4503 train 7.250342 (lr=1.7500e-04) (hash(x)=25403751) +4504 train 7.169519 (lr=1.7500e-04) (hash(x)=21096637) +4505 train 7.388486 (lr=1.7500e-04) (hash(x)=26560941) +4506 train 7.354027 (lr=1.7500e-04) (hash(x)=24942406) +4507 train 7.393691 (lr=1.7500e-04) (hash(x)=24405748) +4508 train 7.326462 (lr=1.7500e-04) (hash(x)=22975455) +4509 train 7.276798 (lr=1.7500e-04) (hash(x)=26358820) +4510 train 7.287515 (lr=1.7500e-04) (hash(x)=24211938) +4511 train 7.456534 (lr=1.7500e-04) (hash(x)=26396012) +4512 train 7.185975 (lr=1.7500e-04) (hash(x)=22534410) +4513 train 7.285670 (lr=1.7500e-04) (hash(x)=23855025) +4514 train 7.154877 (lr=1.7500e-04) (hash(x)=22722345) +4515 train 7.126146 (lr=1.7500e-04) (hash(x)=22779251) +4516 train 7.359282 (lr=1.7500e-04) (hash(x)=23973078) +4517 train 7.241845 (lr=1.7500e-04) (hash(x)=19886228) +4518 train 7.353826 (lr=1.7500e-04) (hash(x)=23849694) +4519 train 7.692594 (lr=1.7500e-04) (hash(x)=24827190) +4520 train 7.273422 (lr=1.7500e-04) (hash(x)=25111498) +4521 train 8.120850 (lr=1.7500e-04) (hash(x)=29752556) +4522 train 7.645496 (lr=1.7500e-04) (hash(x)=25606805) +4523 train 7.319045 (lr=1.7500e-04) (hash(x)=22209714) +4524 train 7.160540 (lr=1.7500e-04) (hash(x)=24991834) +4525 train 7.413671 (lr=1.7500e-04) (hash(x)=27808158) +4526 train 7.297818 (lr=1.7500e-04) (hash(x)=23041199) +4527 train 7.359984 (lr=1.7500e-04) (hash(x)=24847458) +4528 train 7.323905 (lr=1.7500e-04) (hash(x)=25091787) +4529 train 8.238573 (lr=1.7500e-04) (hash(x)=29745551) +4530 train 7.046159 (lr=1.7500e-04) (hash(x)=20447167) +4531 train 7.218011 (lr=1.7500e-04) (hash(x)=20720911) +4532 train 7.319437 (lr=1.7500e-04) (hash(x)=24803353) +4533 train 7.426954 (lr=1.7500e-04) (hash(x)=23780724) +4534 train 7.419964 (lr=1.7500e-04) (hash(x)=23423120) +4535 train 7.159326 (lr=1.7500e-04) (hash(x)=22159088) +4536 train 7.328369 (lr=1.7500e-04) (hash(x)=25820304) +4537 train 7.070856 (lr=1.7500e-04) (hash(x)=22813612) +4538 train 7.441764 (lr=1.7500e-04) (hash(x)=27827979) +4539 train 7.405490 (lr=1.7500e-04) (hash(x)=25737179) +4540 train 7.669238 (lr=1.7500e-04) (hash(x)=23401504) +4541 train 7.269516 (lr=1.7500e-04) (hash(x)=25071988) +4542 train 7.369894 (lr=1.7500e-04) (hash(x)=22844541) +4543 train 7.086877 (lr=1.7500e-04) (hash(x)=22140034) +4544 train 7.371408 (lr=1.7500e-04) (hash(x)=26522091) +4545 train 7.395594 (lr=1.7500e-04) (hash(x)=24099725) +4546 train 6.940260 (lr=1.7500e-04) (hash(x)=19127182) +4547 train 7.129088 (lr=1.7500e-04) (hash(x)=18992693) +4548 train 8.086646 (lr=1.7500e-04) (hash(x)=26723015) +4549 train 7.903198 (lr=1.7500e-04) (hash(x)=30389969) +4550 val loss 7.4904 +4550 val perplexity 1790.7474 +4550 train 7.321214 (lr=1.7500e-04) (hash(x)=24065654) +4551 train 7.120767 (lr=1.7500e-04) (hash(x)=19044797) +4552 train 7.522035 (lr=1.7500e-04) (hash(x)=24919665) +4553 train 7.547556 (lr=1.7500e-04) (hash(x)=22780968) +4554 train 7.357419 (lr=1.7500e-04) (hash(x)=24549699) +4555 train 7.245795 (lr=1.7500e-04) (hash(x)=21374811) +4556 train 7.378955 (lr=1.7500e-04) (hash(x)=25225950) +4557 train 7.460258 (lr=1.7500e-04) (hash(x)=25691882) +4558 train 7.362213 (lr=1.7500e-04) (hash(x)=24685235) +4559 train 7.206346 (lr=1.7500e-04) (hash(x)=23932794) +4560 train 7.725965 (lr=1.7500e-04) (hash(x)=28152043) +4561 train 7.243276 (lr=1.7500e-04) (hash(x)=23417051) +4562 train 7.362724 (lr=1.7500e-04) (hash(x)=26250211) +4563 train 7.531078 (lr=1.7500e-04) (hash(x)=25428813) +4564 train 7.624511 (lr=1.7500e-04) (hash(x)=27477379) +4565 train 7.406693 (lr=1.7500e-04) (hash(x)=23015212) +4566 train 7.206473 (lr=1.7500e-04) (hash(x)=22837608) +4567 train 7.341133 (lr=1.7500e-04) (hash(x)=25256890) +4568 train 7.232670 (lr=1.7500e-04) (hash(x)=22742827) +4569 train 7.568654 (lr=1.7500e-04) (hash(x)=30167922) +4570 train 7.275201 (lr=1.7500e-04) (hash(x)=24540265) +4571 train 7.547283 (lr=1.7500e-04) (hash(x)=26752941) +4572 train 7.412438 (lr=1.7500e-04) (hash(x)=25094026) +4573 train 8.083775 (lr=1.7500e-04) (hash(x)=28508785) +4574 train 7.467997 (lr=1.7500e-04) (hash(x)=26501871) +4575 train 7.274676 (lr=1.7500e-04) (hash(x)=24161711) +4576 train 7.230495 (lr=1.7500e-04) (hash(x)=24313695) +4577 train 7.658316 (lr=1.7500e-04) (hash(x)=28248933) +4578 train 7.806036 (lr=1.7500e-04) (hash(x)=28445722) +4579 train 7.393226 (lr=1.7500e-04) (hash(x)=24589015) +4580 train 7.582983 (lr=1.7500e-04) (hash(x)=26192193) +4581 train 7.265240 (lr=1.7500e-04) (hash(x)=25131316) +4582 train 7.343173 (lr=1.7500e-04) (hash(x)=26631504) +4583 train 7.210159 (lr=1.7500e-04) (hash(x)=22036817) +4584 train 7.763898 (lr=1.7500e-04) (hash(x)=28361254) +4585 train 7.411609 (lr=1.7500e-04) (hash(x)=24828340) +4586 train 7.107210 (lr=1.7500e-04) (hash(x)=24067304) +4587 train 6.917026 (lr=1.7500e-04) (hash(x)=20733289) +4588 train 6.812332 (lr=1.7500e-04) (hash(x)=19526622) +4589 train 7.164105 (lr=1.7500e-04) (hash(x)=22148688) +4590 train 7.368386 (lr=1.7500e-04) (hash(x)=24141800) +4591 train 7.459457 (lr=1.7500e-04) (hash(x)=26663208) +4592 train 7.144270 (lr=1.7500e-04) (hash(x)=22536305) +4593 train 7.396364 (lr=1.7500e-04) (hash(x)=23608185) +4594 train 7.256760 (lr=1.7500e-04) (hash(x)=23348495) +4595 train 7.381434 (lr=1.7500e-04) (hash(x)=25409759) +4596 train 7.354203 (lr=1.7500e-04) (hash(x)=25572131) +4597 train 7.394605 (lr=1.7500e-04) (hash(x)=21782039) +4598 train 7.315852 (lr=1.7500e-04) (hash(x)=24643923) +4599 train 7.277086 (lr=1.7500e-04) (hash(x)=24072213) +4600 val loss 7.4374 +4600 val perplexity 1698.3115 +4600 train 7.259780 (lr=1.7500e-04) (hash(x)=23925612) +4601 train 7.312074 (lr=1.7500e-04) (hash(x)=23315415) +4602 train 7.281744 (lr=1.7500e-04) (hash(x)=21793800) +4603 train 7.234119 (lr=1.7500e-04) (hash(x)=24921200) +4604 train 7.504034 (lr=1.7500e-04) (hash(x)=27226113) +4605 train 7.274641 (lr=1.7500e-04) (hash(x)=22920960) +4606 train 7.267526 (lr=1.7500e-04) (hash(x)=21947750) +4607 train 7.288432 (lr=1.7500e-04) (hash(x)=22766044) +4608 train 7.629227 (lr=1.7500e-04) (hash(x)=28237005) +4609 train 7.131849 (lr=1.7500e-04) (hash(x)=24922621) +4610 train 7.412925 (lr=1.7500e-04) (hash(x)=24899830) +4611 train 7.722589 (lr=1.7500e-04) (hash(x)=32920298) +4612 train 7.212173 (lr=1.7500e-04) (hash(x)=25083835) +4613 train 7.243283 (lr=1.7500e-04) (hash(x)=22863054) +4614 train 7.271343 (lr=1.7500e-04) (hash(x)=24841464) +4615 train 7.576988 (lr=1.7500e-04) (hash(x)=27871153) +4616 train 7.635997 (lr=1.7500e-04) (hash(x)=28025163) +4617 train 7.206146 (lr=1.7500e-04) (hash(x)=24659561) +4618 train 7.265196 (lr=1.7500e-04) (hash(x)=25067194) +4619 train 7.266525 (lr=1.7500e-04) (hash(x)=22731460) +4620 train 7.190124 (lr=1.7500e-04) (hash(x)=20445873) +4621 train 7.318233 (lr=1.7500e-04) (hash(x)=26033948) +4622 train 7.212425 (lr=1.7500e-04) (hash(x)=22473213) +4623 train 7.706573 (lr=1.7500e-04) (hash(x)=24037280) +4624 train 8.013399 (lr=1.7500e-04) (hash(x)=25624131) +4625 train 7.760748 (lr=1.7500e-04) (hash(x)=26799867) +4626 train 7.327652 (lr=1.7500e-04) (hash(x)=27187602) +4627 train 7.263135 (lr=1.7500e-04) (hash(x)=23277695) +4628 train 7.248730 (lr=1.7500e-04) (hash(x)=24748234) +4629 train 7.423013 (lr=1.7500e-04) (hash(x)=26103104) +4630 train 7.314275 (lr=1.7500e-04) (hash(x)=24327389) +4631 train 7.420903 (lr=1.7500e-04) (hash(x)=24121850) +4632 train 7.292417 (lr=1.7500e-04) (hash(x)=23714590) +4633 train 7.290830 (lr=1.7500e-04) (hash(x)=22379412) +4634 train 7.506401 (lr=1.7500e-04) (hash(x)=24454713) +4635 train 7.231722 (lr=1.7500e-04) (hash(x)=22966977) +4636 train 7.209860 (lr=1.7500e-04) (hash(x)=23764884) +4637 train 7.068272 (lr=1.7500e-04) (hash(x)=23827429) +4638 train 7.325153 (lr=1.7500e-04) (hash(x)=24088592) +4639 train 7.237443 (lr=1.7500e-04) (hash(x)=24380031) +4640 train 7.328650 (lr=1.7500e-04) (hash(x)=26065050) +4641 train 7.274208 (lr=1.7500e-04) (hash(x)=24442902) +4642 train 6.901190 (lr=1.7500e-04) (hash(x)=18548782) +4643 train 7.360744 (lr=1.7500e-04) (hash(x)=26957303) +4644 train 7.359943 (lr=1.7500e-04) (hash(x)=25032727) +4645 train 7.212862 (lr=1.7500e-04) (hash(x)=27224706) +4646 train 7.460323 (lr=1.7500e-04) (hash(x)=27508476) +4647 train 7.124129 (lr=1.7500e-04) (hash(x)=23055215) +4648 train 7.268436 (lr=1.7500e-04) (hash(x)=24496194) +4649 train 8.480713 (lr=1.7500e-04) (hash(x)=13982941) +4650 val loss 7.4177 +4650 val perplexity 1665.1694 +4650 train 7.708859 (lr=1.7500e-04) (hash(x)=16721547) +4651 train 7.313368 (lr=1.7500e-04) (hash(x)=22929154) +4652 train 7.239517 (lr=1.7500e-04) (hash(x)=23323994) +4653 train 7.570354 (lr=1.7500e-04) (hash(x)=24877951) +4654 train 7.447781 (lr=1.7500e-04) (hash(x)=24096183) +4655 train 7.347656 (lr=1.7500e-04) (hash(x)=25329724) +4656 train 7.298261 (lr=1.7500e-04) (hash(x)=23877337) +4657 train 7.032968 (lr=1.7500e-04) (hash(x)=20923083) +4658 train 7.226543 (lr=1.7500e-04) (hash(x)=23807996) +4659 train 7.369492 (lr=1.7500e-04) (hash(x)=24370475) +4660 train 7.650821 (lr=1.7500e-04) (hash(x)=28202255) +4661 train 7.425846 (lr=1.7500e-04) (hash(x)=26142119) +4662 train 7.175259 (lr=1.7500e-04) (hash(x)=21387743) +4663 train 7.359313 (lr=1.7500e-04) (hash(x)=25662408) +4664 train 7.429930 (lr=1.7500e-04) (hash(x)=23962815) +4665 train 7.470508 (lr=1.7500e-04) (hash(x)=23987677) +4666 train 7.578789 (lr=1.7500e-04) (hash(x)=26554284) +4667 train 7.637181 (lr=1.7500e-04) (hash(x)=25991817) +4668 train 7.346584 (lr=1.7500e-04) (hash(x)=24256966) +4669 train 7.142015 (lr=1.7500e-04) (hash(x)=22187158) +4670 train 7.368942 (lr=1.7500e-04) (hash(x)=26295320) +4671 train 7.418497 (lr=1.7500e-04) (hash(x)=26346814) +4672 train 7.805912 (lr=1.7500e-04) (hash(x)=26594196) +4673 train 7.481393 (lr=1.7500e-04) (hash(x)=24322101) +4674 train 7.497204 (lr=1.7500e-04) (hash(x)=27274566) +4675 train 7.390851 (lr=1.7500e-04) (hash(x)=24505725) +4676 train 7.524675 (lr=1.7500e-04) (hash(x)=26167371) +4677 train 7.564565 (lr=1.7500e-04) (hash(x)=28062311) +4678 train 7.334985 (lr=1.7500e-04) (hash(x)=23476009) +4679 train 7.492755 (lr=1.7500e-04) (hash(x)=25283256) +4680 train 7.161711 (lr=1.7500e-04) (hash(x)=22033246) +4681 train 7.196395 (lr=1.7500e-04) (hash(x)=22716214) +4682 train 7.374182 (lr=1.7500e-04) (hash(x)=25672672) +4683 train 7.193449 (lr=1.7500e-04) (hash(x)=22979072) +4684 train 7.414188 (lr=1.7500e-04) (hash(x)=27439204) +4685 train 7.321702 (lr=1.7500e-04) (hash(x)=24857737) +4686 train 7.577719 (lr=1.7500e-04) (hash(x)=29615897) +4687 train 7.260439 (lr=1.7500e-04) (hash(x)=24021771) +4688 train 7.371657 (lr=1.7500e-04) (hash(x)=27410807) +4689 train 7.162549 (lr=1.7500e-04) (hash(x)=22850411) +4690 train 7.378470 (lr=1.7500e-04) (hash(x)=24949696) +4691 train 7.210851 (lr=1.7500e-04) (hash(x)=22956381) +4692 train 7.663021 (lr=1.7500e-04) (hash(x)=28193458) +4693 train 7.288550 (lr=1.7500e-04) (hash(x)=25596844) +4694 train 7.218335 (lr=1.7500e-04) (hash(x)=22101377) +4695 train 7.166040 (lr=1.7500e-04) (hash(x)=23576840) +4696 train 7.098140 (lr=1.7500e-04) (hash(x)=21849758) +4697 train 7.308107 (lr=1.7500e-04) (hash(x)=26431349) +4698 train 7.381948 (lr=1.7500e-04) (hash(x)=22960758) +4699 train 7.328351 (lr=1.7500e-04) (hash(x)=23243097) +4700 val loss 7.3778 +4700 val perplexity 1600.0452 +4700 train 7.202465 (lr=1.7500e-04) (hash(x)=23715370) +4701 train 7.815396 (lr=1.7500e-04) (hash(x)=30678293) +4702 train 7.882843 (lr=1.7500e-04) (hash(x)=32481620) +4703 train 7.419374 (lr=1.7500e-04) (hash(x)=26414858) +4704 train 7.304690 (lr=1.7500e-04) (hash(x)=24768691) +4705 train 7.063793 (lr=1.7500e-04) (hash(x)=21627762) +4706 train 7.151207 (lr=1.7500e-04) (hash(x)=21024917) +4707 train 7.057781 (lr=1.7500e-04) (hash(x)=23570951) +4708 train 7.171278 (lr=1.7500e-04) (hash(x)=23729185) +4709 train 7.449909 (lr=1.7500e-04) (hash(x)=25933754) +4710 train 6.987381 (lr=1.7500e-04) (hash(x)=23091014) +4711 train 7.089276 (lr=1.7500e-04) (hash(x)=20099261) +4712 train 7.248683 (lr=1.7500e-04) (hash(x)=26807297) +4713 train 7.099356 (lr=1.7500e-04) (hash(x)=25332115) +4714 train 7.099730 (lr=1.7500e-04) (hash(x)=23247605) +4715 train 6.989129 (lr=1.7500e-04) (hash(x)=23786549) +4716 train 7.099363 (lr=1.7500e-04) (hash(x)=23981166) +4717 train 7.270670 (lr=1.7500e-04) (hash(x)=25967754) +4718 train 7.133674 (lr=1.7500e-04) (hash(x)=23659116) +4719 train 7.142086 (lr=1.7500e-04) (hash(x)=22453718) +4720 train 7.066860 (lr=1.7500e-04) (hash(x)=22597951) +4721 train 7.339818 (lr=1.7500e-04) (hash(x)=25284885) +4722 train 7.277220 (lr=1.7500e-04) (hash(x)=24748569) +4723 train 6.918176 (lr=1.7500e-04) (hash(x)=19448608) +4724 train 7.236324 (lr=1.7500e-04) (hash(x)=24888040) +4725 train 7.102467 (lr=1.7500e-04) (hash(x)=23203503) +4726 train 6.875591 (lr=1.7500e-04) (hash(x)=20387787) +4727 train 6.954880 (lr=1.7500e-04) (hash(x)=22529445) +4728 train 7.237978 (lr=1.7500e-04) (hash(x)=22455471) +4729 train 7.208206 (lr=1.7500e-04) (hash(x)=25661132) +4730 train 7.238941 (lr=1.7500e-04) (hash(x)=24997711) +4731 train 7.305757 (lr=1.7500e-04) (hash(x)=22575521) +4732 train 7.138262 (lr=1.7500e-04) (hash(x)=22640285) +4733 train 7.008894 (lr=1.7500e-04) (hash(x)=18637357) +4734 train 7.118326 (lr=1.7500e-04) (hash(x)=22845826) +4735 train 7.280856 (lr=1.7500e-04) (hash(x)=24484543) +4736 train 7.146694 (lr=1.7500e-04) (hash(x)=23352320) +4737 train 6.942796 (lr=1.7500e-04) (hash(x)=21544758) +4738 train 6.814204 (lr=1.7500e-04) (hash(x)=18292136) +4739 train 7.422502 (lr=1.7500e-04) (hash(x)=24893614) +4740 train 7.192638 (lr=1.7500e-04) (hash(x)=28103443) +4741 train 7.085820 (lr=1.7500e-04) (hash(x)=22233356) +4742 train 6.962834 (lr=1.7500e-04) (hash(x)=21133541) +4743 train 7.213865 (lr=1.7500e-04) (hash(x)=24043998) +4744 train 7.514793 (lr=1.7500e-04) (hash(x)=24801185) +4745 train 7.241189 (lr=1.7500e-04) (hash(x)=23858358) +4746 train 7.280777 (lr=1.7500e-04) (hash(x)=23926989) +4747 train 7.372401 (lr=1.7500e-04) (hash(x)=24813708) +4748 train 7.196530 (lr=1.7500e-04) (hash(x)=26339467) +4749 train 7.069888 (lr=1.7500e-04) (hash(x)=21850656) +4750 val loss 7.3227 +4750 val perplexity 1514.3131 +4750 train 7.063571 (lr=1.7500e-04) (hash(x)=21475802) +4751 train 7.191847 (lr=1.7500e-04) (hash(x)=24301906) +4752 train 7.074963 (lr=1.7500e-04) (hash(x)=22748495) +4753 train 7.201958 (lr=1.7500e-04) (hash(x)=25649256) +4754 train 7.097324 (lr=1.7500e-04) (hash(x)=23934346) +4755 train 7.206704 (lr=1.7500e-04) (hash(x)=26332892) +4756 train 7.080771 (lr=1.7500e-04) (hash(x)=23279389) +4757 train 7.174229 (lr=1.7500e-04) (hash(x)=23146858) +4758 train 7.547357 (lr=1.7500e-04) (hash(x)=26892932) +4759 train 7.085481 (lr=1.7500e-04) (hash(x)=26328881) +4760 train 7.140209 (lr=1.7500e-04) (hash(x)=24394655) +4761 train 7.135747 (lr=1.7500e-04) (hash(x)=22122308) +4762 train 7.253342 (lr=1.7500e-04) (hash(x)=24200369) +4763 train 7.389629 (lr=1.7500e-04) (hash(x)=26841776) +4764 train 7.351312 (lr=1.7500e-04) (hash(x)=27196641) +4765 train 7.118773 (lr=1.7500e-04) (hash(x)=24912822) +4766 train 7.357903 (lr=1.7500e-04) (hash(x)=25946055) +4767 train 6.989029 (lr=1.7500e-04) (hash(x)=23101508) +4768 train 7.143193 (lr=1.7500e-04) (hash(x)=24287798) +4769 train 7.215189 (lr=1.7500e-04) (hash(x)=22798964) +4770 train 7.124465 (lr=1.7500e-04) (hash(x)=24164479) +4771 train 7.185070 (lr=1.7500e-04) (hash(x)=24946464) +4772 train 7.291400 (lr=1.7500e-04) (hash(x)=25154423) +4773 train 7.018476 (lr=1.7500e-04) (hash(x)=23173476) +4774 train 7.247211 (lr=1.7500e-04) (hash(x)=25373559) +4775 train 7.228656 (lr=1.7500e-04) (hash(x)=23527176) +4776 train 7.186840 (lr=1.7500e-04) (hash(x)=24865403) +4777 train 7.124754 (lr=1.7500e-04) (hash(x)=24451067) +4778 train 7.733491 (lr=1.7500e-04) (hash(x)=28187162) +4779 train 7.882329 (lr=1.7500e-04) (hash(x)=31163350) +4780 train 8.215775 (lr=1.7500e-04) (hash(x)=33563280) +4781 train 8.259906 (lr=1.7500e-04) (hash(x)=34939183) +4782 train 7.770346 (lr=1.7500e-04) (hash(x)=30263543) +4783 train 7.155838 (lr=1.7500e-04) (hash(x)=22705673) +4784 train 7.063932 (lr=1.7500e-04) (hash(x)=21415023) +4785 train 7.280496 (lr=1.7500e-04) (hash(x)=26079097) +4786 train 7.570585 (lr=1.7500e-04) (hash(x)=25503836) +4787 train 7.434421 (lr=1.7500e-04) (hash(x)=24705721) +4788 train 7.318250 (lr=1.7500e-04) (hash(x)=24384657) +4789 train 7.180559 (lr=1.7500e-04) (hash(x)=22550579) +4790 train 7.246576 (lr=1.7500e-04) (hash(x)=22452164) +4791 train 7.520246 (lr=1.7500e-04) (hash(x)=28664796) +4792 train 7.858452 (lr=1.7500e-04) (hash(x)=26139280) +4793 train 7.403395 (lr=1.7500e-04) (hash(x)=23862341) +4794 train 7.045898 (lr=1.7500e-04) (hash(x)=23784757) +4795 train 6.948556 (lr=1.7500e-04) (hash(x)=22659441) +4796 train 7.690320 (lr=1.7500e-04) (hash(x)=29744216) +4797 train 7.614244 (lr=1.7500e-04) (hash(x)=25822591) +4798 train 7.071870 (lr=1.7500e-04) (hash(x)=22370895) +4799 train 7.501885 (lr=1.7500e-04) (hash(x)=27102890) +4800 val loss 7.3330 +4800 val perplexity 1529.9840 +4800 train 7.493356 (lr=1.7500e-04) (hash(x)=27014625) +4801 train 7.285633 (lr=1.7500e-04) (hash(x)=25755963) +4802 train 7.496979 (lr=1.7500e-04) (hash(x)=29675278) +4803 train 7.587540 (lr=1.7500e-04) (hash(x)=26660930) +4804 train 7.442960 (lr=1.7500e-04) (hash(x)=24557060) +4805 train 7.549526 (lr=1.7500e-04) (hash(x)=24622741) +4806 train 7.607612 (lr=1.7500e-04) (hash(x)=23952601) +4807 train 7.417371 (lr=1.7500e-04) (hash(x)=26787259) +4808 train 7.572896 (lr=1.7500e-04) (hash(x)=28919605) +4809 train 7.900783 (lr=1.7500e-04) (hash(x)=37061654) +4810 train 7.713311 (lr=1.7500e-04) (hash(x)=30379739) +4811 train 7.429581 (lr=1.7500e-04) (hash(x)=26097180) +4812 train 7.527520 (lr=1.7500e-04) (hash(x)=26327092) +4813 train 7.372450 (lr=1.7500e-04) (hash(x)=23258030) +4814 train 7.419379 (lr=1.7500e-04) (hash(x)=25582015) +4815 train 7.097738 (lr=1.7500e-04) (hash(x)=23396088) +4816 train 7.099997 (lr=1.7500e-04) (hash(x)=21904146) +4817 train 7.298448 (lr=1.7500e-04) (hash(x)=26281676) +4818 train 7.073638 (lr=1.7500e-04) (hash(x)=23140470) +4819 train 7.422058 (lr=1.7500e-04) (hash(x)=24611098) +4820 train 7.216537 (lr=1.7500e-04) (hash(x)=23832642) +4821 train 7.331576 (lr=1.7500e-04) (hash(x)=21439671) +4822 train 7.231180 (lr=1.7500e-04) (hash(x)=25128845) +4823 train 7.154469 (lr=1.7500e-04) (hash(x)=24911831) +4824 train 7.329404 (lr=1.7500e-04) (hash(x)=26051723) +4825 train 7.344237 (lr=1.7500e-04) (hash(x)=26479565) +4826 train 7.473221 (lr=1.7500e-04) (hash(x)=26228987) +4827 train 7.366670 (lr=1.7500e-04) (hash(x)=25131300) +4828 train 7.048625 (lr=1.7500e-04) (hash(x)=19921978) +4829 train 7.074365 (lr=1.7500e-04) (hash(x)=23173449) +4830 train 7.403844 (lr=1.7500e-04) (hash(x)=24791832) +4831 train 7.137077 (lr=1.7500e-04) (hash(x)=23453491) +4832 train 7.264498 (lr=1.7500e-04) (hash(x)=22564139) +4833 train 7.147453 (lr=1.7500e-04) (hash(x)=21659918) +4834 train 7.253723 (lr=1.7500e-04) (hash(x)=22956076) +4835 train 7.391975 (lr=1.7500e-04) (hash(x)=22237612) +4836 train 7.480434 (lr=1.7500e-04) (hash(x)=24736427) +4837 train 7.544205 (lr=1.7500e-04) (hash(x)=24939751) +4838 train 7.334992 (lr=1.7500e-04) (hash(x)=25059298) +4839 train 7.262738 (lr=1.7500e-04) (hash(x)=23453396) +4840 train 6.834181 (lr=1.7500e-04) (hash(x)=17919338) +4841 train 7.276091 (lr=1.7500e-04) (hash(x)=23428815) +4842 train 7.573085 (lr=1.7500e-04) (hash(x)=27042659) +4843 train 7.643075 (lr=1.7500e-04) (hash(x)=25161278) +4844 train 7.414698 (lr=1.7500e-04) (hash(x)=24113253) +4845 train 7.521762 (lr=1.7500e-04) (hash(x)=26139263) +4846 train 7.520735 (lr=1.7500e-04) (hash(x)=27787006) +4847 train 7.295461 (lr=1.7500e-04) (hash(x)=23869612) +4848 train 7.445835 (lr=1.7500e-04) (hash(x)=26092193) +4849 train 7.508415 (lr=1.7500e-04) (hash(x)=29351182) +4850 val loss 7.2973 +4850 val perplexity 1476.3239 +4850 train 7.617379 (lr=1.7500e-04) (hash(x)=28773463) +4851 train 7.541578 (lr=1.7500e-04) (hash(x)=28207741) +4852 train 7.137566 (lr=1.7500e-04) (hash(x)=23280878) +4853 train 7.554626 (lr=1.7500e-04) (hash(x)=26742336) +4854 train 7.307372 (lr=1.7500e-04) (hash(x)=23543321) +4855 train 7.652271 (lr=1.7500e-04) (hash(x)=26581590) +4856 train 7.104531 (lr=1.7500e-04) (hash(x)=22728668) +4857 train 7.012903 (lr=1.7500e-04) (hash(x)=19854534) +4858 train 7.385443 (lr=1.7500e-04) (hash(x)=26612813) +4859 train 7.539868 (lr=1.7500e-04) (hash(x)=25827863) +4860 train 7.257225 (lr=1.7500e-04) (hash(x)=24574997) +4861 train 7.433756 (lr=1.7500e-04) (hash(x)=26187830) +4862 train 7.362176 (lr=1.7500e-04) (hash(x)=25105823) +4863 train 7.443564 (lr=1.7500e-04) (hash(x)=28056342) +4864 train 7.313880 (lr=1.7500e-04) (hash(x)=21885801) +4865 train 7.461984 (lr=1.7500e-04) (hash(x)=25659043) +4866 train 7.496553 (lr=1.7500e-04) (hash(x)=23852824) +4867 train 7.271527 (lr=1.7500e-04) (hash(x)=23965470) +4868 train 7.256605 (lr=1.7500e-04) (hash(x)=25035012) +4869 train 7.461576 (lr=1.7500e-04) (hash(x)=26639165) +4870 train 7.426028 (lr=1.7500e-04) (hash(x)=29205362) +4871 train 7.282279 (lr=1.7500e-04) (hash(x)=25900866) +4872 train 7.307613 (lr=1.7500e-04) (hash(x)=25636242) +4873 train 7.352651 (lr=1.7500e-04) (hash(x)=25430698) +4874 train 7.349104 (lr=1.7500e-04) (hash(x)=27629981) +4875 train 7.323865 (lr=1.7500e-04) (hash(x)=27682625) +4876 train 7.578948 (lr=1.7500e-04) (hash(x)=27549409) +4877 train 7.314368 (lr=1.7500e-04) (hash(x)=24661627) +4878 train 7.398566 (lr=1.7500e-04) (hash(x)=25196542) +4879 train 7.298183 (lr=1.7500e-04) (hash(x)=24549177) +4880 train 7.249205 (lr=1.7500e-04) (hash(x)=23740600) +4881 train 7.189729 (lr=1.7500e-04) (hash(x)=21460850) +4882 train 7.379265 (lr=1.7500e-04) (hash(x)=27101400) +4883 train 7.363203 (lr=1.7500e-04) (hash(x)=24193076) +4884 train 7.305116 (lr=1.7500e-04) (hash(x)=24582947) +4885 train 7.236988 (lr=1.7500e-04) (hash(x)=25133839) +4886 train 7.288373 (lr=1.7500e-04) (hash(x)=24759454) +4887 train 7.337490 (lr=1.7500e-04) (hash(x)=28239583) +4888 train 7.584288 (lr=1.7500e-04) (hash(x)=29594489) +4889 train 7.264577 (lr=1.7500e-04) (hash(x)=23833431) +4890 train 7.248064 (lr=1.7500e-04) (hash(x)=23139411) +4891 train 7.174844 (lr=1.7500e-04) (hash(x)=20885864) +4892 train 7.624509 (lr=1.7500e-04) (hash(x)=26217418) +4893 train 7.386877 (lr=1.7500e-04) (hash(x)=27321870) +4894 train 6.912230 (lr=1.7500e-04) (hash(x)=19912955) +4895 train 7.248344 (lr=1.7500e-04) (hash(x)=23223554) +4896 train 7.412292 (lr=1.7500e-04) (hash(x)=25667219) +4897 train 7.579941 (lr=1.7500e-04) (hash(x)=28007972) +4898 train 7.404874 (lr=1.7500e-04) (hash(x)=27748764) +4899 train 7.369295 (lr=1.7500e-04) (hash(x)=27425770) +4900 val loss 7.2816 +4900 val perplexity 1453.2560 +4900 train 7.488252 (lr=1.7500e-04) (hash(x)=28394020) +4901 train 7.326683 (lr=1.7500e-04) (hash(x)=24080235) +4902 train 7.188879 (lr=1.7500e-04) (hash(x)=23309527) +4903 train 7.154908 (lr=1.7500e-04) (hash(x)=24793480) +4904 train 7.394054 (lr=1.7500e-04) (hash(x)=25344456) +4905 train 7.307333 (lr=1.7500e-04) (hash(x)=24590670) +4906 train 7.296922 (lr=1.7500e-04) (hash(x)=26937171) +4907 train 7.428118 (lr=1.7500e-04) (hash(x)=26949097) +4908 train 7.126389 (lr=1.7500e-04) (hash(x)=22443915) +4909 train 7.189130 (lr=1.7500e-04) (hash(x)=23814995) +4910 train 7.236465 (lr=1.7500e-04) (hash(x)=26135871) +4911 train 7.082800 (lr=1.7500e-04) (hash(x)=25415570) +4912 train 7.407721 (lr=1.7500e-04) (hash(x)=26756326) +4913 train 7.236484 (lr=1.7500e-04) (hash(x)=22920200) +4914 train 7.316621 (lr=1.7500e-04) (hash(x)=26710977) +4915 train 7.255150 (lr=1.7500e-04) (hash(x)=24985634) +4916 train 7.344936 (lr=1.7500e-04) (hash(x)=26004335) +4917 train 7.297206 (lr=1.7500e-04) (hash(x)=25637457) +4918 train 7.513977 (lr=1.7500e-04) (hash(x)=26645180) +4919 train 7.332944 (lr=1.7500e-04) (hash(x)=24425760) +4920 train 7.590291 (lr=1.7500e-04) (hash(x)=28223544) +4921 train 7.258836 (lr=1.7500e-04) (hash(x)=25538618) +4922 train 7.532482 (lr=1.7500e-04) (hash(x)=26984784) +4923 train 7.552408 (lr=1.7500e-04) (hash(x)=29154578) +4924 train 7.263626 (lr=1.7500e-04) (hash(x)=25308123) +4925 train 7.561943 (lr=1.7500e-04) (hash(x)=27939259) +4926 train 7.161668 (lr=1.7500e-04) (hash(x)=21984545) +4927 train 7.209639 (lr=1.7500e-04) (hash(x)=23707134) +4928 train 7.263289 (lr=1.7500e-04) (hash(x)=27201034) +4929 train 7.697917 (lr=1.7500e-04) (hash(x)=31623877) +4930 train 7.262473 (lr=1.7500e-04) (hash(x)=22162782) +4931 train 7.159939 (lr=1.7500e-04) (hash(x)=20049335) +4932 train 7.128075 (lr=1.7500e-04) (hash(x)=25594665) +4933 train 7.244605 (lr=1.7500e-04) (hash(x)=25265312) +4934 train 7.319002 (lr=1.7500e-04) (hash(x)=27094896) +4935 train 7.636691 (lr=1.7500e-04) (hash(x)=28321697) +4936 train 7.227214 (lr=1.7500e-04) (hash(x)=25006013) +4937 train 7.398055 (lr=1.7500e-04) (hash(x)=24596431) +4938 train 7.437653 (lr=1.7500e-04) (hash(x)=25150510) +4939 train 6.997426 (lr=1.7500e-04) (hash(x)=21497535) +4940 train 7.238896 (lr=1.7500e-04) (hash(x)=25094669) +4941 train 7.150214 (lr=1.7500e-04) (hash(x)=24024557) +4942 train 7.386339 (lr=1.7500e-04) (hash(x)=24370776) +4943 train 7.240956 (lr=1.7500e-04) (hash(x)=23434031) +4944 train 7.225703 (lr=1.7500e-04) (hash(x)=24383517) +4945 train 7.276611 (lr=1.7500e-04) (hash(x)=25858759) +4946 train 6.878482 (lr=1.7500e-04) (hash(x)=20409561) +4947 train 7.539313 (lr=1.7500e-04) (hash(x)=27469117) +4948 train 7.127905 (lr=1.7500e-04) (hash(x)=22086623) +4949 train 7.402899 (lr=1.7500e-04) (hash(x)=25759281) +4950 val loss 7.2633 +4950 val perplexity 1426.9093 +4950 train 7.308311 (lr=1.7500e-04) (hash(x)=27130117) +4951 train 7.230521 (lr=1.7500e-04) (hash(x)=27003481) +4952 train 7.506500 (lr=1.7500e-04) (hash(x)=26725937) +4953 train 7.241730 (lr=1.7500e-04) (hash(x)=22691119) +4954 train 7.172858 (lr=1.7500e-04) (hash(x)=17272898) +4955 train 7.049818 (lr=1.7500e-04) (hash(x)=17850370) +4956 train 7.056898 (lr=1.7500e-04) (hash(x)=18729639) +4957 train 7.328598 (lr=1.7500e-04) (hash(x)=25327160) +4958 train 7.489893 (lr=1.7500e-04) (hash(x)=28709044) +4959 train 7.095922 (lr=1.7500e-04) (hash(x)=22236893) +4960 train 6.993536 (lr=1.7500e-04) (hash(x)=21729251) +4961 train 7.116896 (lr=1.7500e-04) (hash(x)=23852346) +4962 train 7.313035 (lr=1.7500e-04) (hash(x)=23974368) +4963 train 7.276387 (lr=1.7500e-04) (hash(x)=25764691) +4964 train 7.598798 (lr=1.7500e-04) (hash(x)=28341865) +4965 train 7.183343 (lr=1.7500e-04) (hash(x)=23856238) +4966 train 7.381452 (lr=1.7500e-04) (hash(x)=24568904) +4967 train 7.286107 (lr=1.7500e-04) (hash(x)=26857458) +4968 train 7.121229 (lr=1.7500e-04) (hash(x)=20507972) +4969 train 7.334627 (lr=1.7500e-04) (hash(x)=23139455) +4970 train 7.211102 (lr=1.7500e-04) (hash(x)=24853703) +4971 train 7.237957 (lr=1.7500e-04) (hash(x)=25654849) +4972 train 7.087476 (lr=1.7500e-04) (hash(x)=22963710) +4973 train 7.407614 (lr=1.7500e-04) (hash(x)=25652110) +4974 train 7.326472 (lr=1.7500e-04) (hash(x)=24085957) +4975 train 7.528072 (lr=1.7500e-04) (hash(x)=26413122) +4976 train 7.686084 (lr=1.7500e-04) (hash(x)=26989387) +4977 train 7.348851 (lr=1.7500e-04) (hash(x)=22784033) +4978 train 7.692368 (lr=1.7500e-04) (hash(x)=26694945) +4979 train 7.619565 (lr=1.7500e-04) (hash(x)=24507726) +4980 train 7.666702 (lr=1.7500e-04) (hash(x)=26490335) +4981 train 7.585108 (lr=1.7500e-04) (hash(x)=25624751) +4982 train 7.584876 (lr=1.7500e-04) (hash(x)=27846204) +4983 train 7.498137 (lr=1.7500e-04) (hash(x)=27696537) +4984 train 7.362961 (lr=1.7500e-04) (hash(x)=28915842) +4985 train 7.435813 (lr=1.7500e-04) (hash(x)=28274576) +4986 train 7.475517 (lr=1.7500e-04) (hash(x)=28923892) +4987 train 7.118384 (lr=1.7500e-04) (hash(x)=21602520) +4988 train 7.074744 (lr=1.7500e-04) (hash(x)=21061011) +4989 train 7.503162 (lr=1.7500e-04) (hash(x)=28060542) +4990 train 7.312534 (lr=1.7500e-04) (hash(x)=24838134) +4991 train 7.203982 (lr=1.7500e-04) (hash(x)=21950234) +4992 train 7.493058 (lr=1.7500e-04) (hash(x)=27192740) +4993 train 7.480236 (lr=1.7500e-04) (hash(x)=26770105) +4994 train 7.148009 (lr=1.7500e-04) (hash(x)=23721261) +4995 train 7.207905 (lr=1.7500e-04) (hash(x)=26064895) +4996 train 7.369934 (lr=1.7500e-04) (hash(x)=25651075) +4997 train 7.229323 (lr=1.7500e-04) (hash(x)=25029447) +4998 train 7.410071 (lr=1.7500e-04) (hash(x)=26088225) +4999 val loss 7.2897 +4999 val perplexity 1465.0605 +4999 train 7.304948 (lr=1.7500e-04) (hash(x)=24051952) diff --git a/lr1.75e-4_total_batch_size5120_seq_len256_decay_lrfalse_attention_kindselective_warmup_steps200_seed1339/model_02500.pt b/lr1.75e-4_total_batch_size5120_seq_len256_decay_lrfalse_attention_kindselective_warmup_steps200_seed1339/model_02500.pt new file mode 100644 index 0000000000000000000000000000000000000000..73c0993e2bad1ee9559b36c857e914e75ef3e4b3 --- /dev/null +++ b/lr1.75e-4_total_batch_size5120_seq_len256_decay_lrfalse_attention_kindselective_warmup_steps200_seed1339/model_02500.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f937407702486b8d0ebc2c3fa02bbf659a36ec0c9cce822a92ef07cddc91ca5f +size 38587970 diff --git a/lr1.75e-4_total_batch_size5120_seq_len256_decay_lrfalse_attention_kindselective_warmup_steps200_seed1339/model_04999.pt 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b/lr1.75e-4_total_batch_size5120_seq_len256_decay_lrfalse_attention_kindselective_warmup_steps200_seed1339/optimizer_02500.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f2c264d5280f24515c56e6759563481f77b038c52d2c240f7326ea886443823b +size 70895430 diff --git a/lr1.75e-4_total_batch_size5120_seq_len256_decay_lrfalse_attention_kindselective_warmup_steps200_seed1339/optimizer_04999.pt b/lr1.75e-4_total_batch_size5120_seq_len256_decay_lrfalse_attention_kindselective_warmup_steps200_seed1339/optimizer_04999.pt new file mode 100644 index 0000000000000000000000000000000000000000..1952992b69456b6f995a9687f1022abdf5ac056a --- /dev/null +++ b/lr1.75e-4_total_batch_size5120_seq_len256_decay_lrfalse_attention_kindselective_warmup_steps200_seed1339/optimizer_04999.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f362048f311413e4b8f244d2525d00c05bd01e38d1ee86e7ede04bccc76b4430 +size 70895430