diff --git "a/selective_run_0_continued/log2.txt" "b/selective_run_0_continued/log2.txt" new file mode 100644--- /dev/null +++ "b/selective_run_0_continued/log2.txt" @@ -0,0 +1,5064 @@ +max_steps: 10000 +5000 val loss 3.2620 +5000 val perplexity 26.1011 +5000 hella 0.2825 +5000 train 3.287085 (lr=3.6258e-04) (hash(x)=32723237) +5001 train 3.310572 (lr=3.6249e-04) (hash(x)=28790521) +5002 train 3.228906 (lr=3.6240e-04) (hash(x)=47796107) +5003 train 3.289530 (lr=3.6231e-04) (hash(x)=42246693) +5004 train 3.253699 (lr=3.6222e-04) (hash(x)=41610597) +5005 train 3.236868 (lr=3.6213e-04) (hash(x)=34809866) +5006 train 3.241413 (lr=3.6204e-04) (hash(x)=40065017) +5007 train 3.264512 (lr=3.6194e-04) (hash(x)=44423601) +5008 train 3.140613 (lr=3.6185e-04) (hash(x)=41184345) +5009 train 3.258611 (lr=3.6176e-04) (hash(x)=38625539) +5010 train 3.241941 (lr=3.6167e-04) (hash(x)=43402284) +5011 train 3.261833 (lr=3.6158e-04) (hash(x)=38805290) +5012 train 3.247681 (lr=3.6149e-04) (hash(x)=47290688) +5013 train 3.227446 (lr=3.6140e-04) (hash(x)=39754668) +5014 train 3.220445 (lr=3.6131e-04) (hash(x)=40351794) +5015 train 3.226226 (lr=3.6122e-04) (hash(x)=36539383) +5016 train 3.212105 (lr=3.6113e-04) (hash(x)=38250382) +5017 train 3.179649 (lr=3.6104e-04) (hash(x)=40673923) +5018 train 3.129114 (lr=3.6095e-04) (hash(x)=38514709) +5019 train 3.089660 (lr=3.6086e-04) (hash(x)=43145430) +5020 train 3.085877 (lr=3.6077e-04) (hash(x)=39529014) +5021 train 2.999197 (lr=3.6067e-04) (hash(x)=37441507) +5022 train 3.104058 (lr=3.6058e-04) (hash(x)=32170336) +5023 train 3.109433 (lr=3.6049e-04) (hash(x)=42969139) +5024 train 3.068846 (lr=3.6040e-04) (hash(x)=38790569) +5025 train 3.118909 (lr=3.6031e-04) (hash(x)=40702788) +5026 train 3.135330 (lr=3.6022e-04) (hash(x)=36601259) +5027 train 3.111695 (lr=3.6013e-04) (hash(x)=40927413) +5028 train 3.102564 (lr=3.6004e-04) (hash(x)=40315769) +5029 train 3.046297 (lr=3.5995e-04) (hash(x)=44908454) +5030 train 3.275187 (lr=3.5986e-04) (hash(x)=40375871) +5031 train 3.230867 (lr=3.5977e-04) (hash(x)=40032229) +5032 train 3.313518 (lr=3.5968e-04) (hash(x)=40803663) +5033 train 3.243334 (lr=3.5959e-04) (hash(x)=41015020) +5034 train 3.334797 (lr=3.5949e-04) (hash(x)=40551553) +5035 train 3.362939 (lr=3.5940e-04) (hash(x)=37549010) +5036 train 3.320033 (lr=3.5931e-04) (hash(x)=37682602) +5037 train 3.265133 (lr=3.5922e-04) (hash(x)=43161978) +5038 train 3.348254 (lr=3.5913e-04) (hash(x)=35561201) +5039 train 3.312457 (lr=3.5904e-04) (hash(x)=35743105) +5040 train 3.231753 (lr=3.5895e-04) (hash(x)=35943603) +5041 train 3.278508 (lr=3.5886e-04) (hash(x)=44589216) +5042 train 3.229449 (lr=3.5877e-04) (hash(x)=38859497) +5043 train 3.295696 (lr=3.5868e-04) (hash(x)=39691999) +5044 train 3.281458 (lr=3.5859e-04) (hash(x)=37271132) +5045 train 3.262717 (lr=3.5850e-04) (hash(x)=38491954) +5046 train 3.273729 (lr=3.5840e-04) (hash(x)=36417757) +5047 train 3.354757 (lr=3.5831e-04) (hash(x)=35798880) +5048 train 3.282211 (lr=3.5822e-04) (hash(x)=43607520) +5049 train 3.250259 (lr=3.5813e-04) (hash(x)=38851613) +5050 train 3.316907 (lr=3.5804e-04) (hash(x)=43951427) +5051 train 3.268870 (lr=3.5795e-04) (hash(x)=39800990) +5052 train 3.369499 (lr=3.5786e-04) (hash(x)=43531361) +5053 train 3.242585 (lr=3.5777e-04) (hash(x)=39860605) +5054 train 3.277209 (lr=3.5768e-04) (hash(x)=45067771) +5055 train 3.232517 (lr=3.5759e-04) (hash(x)=38276773) +5056 train 3.225013 (lr=3.5750e-04) (hash(x)=35767024) +5057 train 3.223740 (lr=3.5740e-04) (hash(x)=37202122) +5058 train 3.282593 (lr=3.5731e-04) (hash(x)=40637697) +5059 train 3.216784 (lr=3.5722e-04) (hash(x)=40405606) +5060 train 3.240583 (lr=3.5713e-04) (hash(x)=42253792) +5061 train 3.251308 (lr=3.5704e-04) (hash(x)=37893228) +5062 train 3.280298 (lr=3.5695e-04) (hash(x)=37698601) +5063 train 3.248344 (lr=3.5686e-04) (hash(x)=46036776) +5064 train 3.236203 (lr=3.5677e-04) (hash(x)=41956433) +5065 train 3.271698 (lr=3.5668e-04) (hash(x)=41057330) +5066 train 3.125782 (lr=3.5659e-04) (hash(x)=37942727) +5067 train 3.060861 (lr=3.5650e-04) (hash(x)=40481279) +5068 train 3.095519 (lr=3.5640e-04) (hash(x)=42600033) +5069 train 3.089459 (lr=3.5631e-04) (hash(x)=44220720) +5070 train 3.164065 (lr=3.5622e-04) (hash(x)=41499976) +5071 train 3.098165 (lr=3.5613e-04) (hash(x)=36814997) +5072 train 3.145899 (lr=3.5604e-04) (hash(x)=34309124) +5073 train 3.077446 (lr=3.5595e-04) (hash(x)=38335535) +5074 train 2.999215 (lr=3.5586e-04) (hash(x)=45081282) +5075 train 3.061692 (lr=3.5577e-04) (hash(x)=36597282) +5076 train 3.111413 (lr=3.5568e-04) (hash(x)=36270703) +5077 train 3.049776 (lr=3.5559e-04) (hash(x)=36747344) +5078 train 3.081701 (lr=3.5550e-04) (hash(x)=38475718) +5079 train 3.263215 (lr=3.5540e-04) (hash(x)=43385335) +5080 train 3.282938 (lr=3.5531e-04) (hash(x)=38216010) +5081 train 3.292281 (lr=3.5522e-04) (hash(x)=38086109) +5082 train 3.285307 (lr=3.5513e-04) (hash(x)=39856337) +5083 train 3.320554 (lr=3.5504e-04) (hash(x)=41986723) 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(hash(x)=37282703) +5102 train 3.293634 (lr=3.5331e-04) (hash(x)=47168303) +5103 train 3.293674 (lr=3.5322e-04) (hash(x)=38199431) +5104 train 3.195029 (lr=3.5313e-04) (hash(x)=40473625) +5105 train 3.257981 (lr=3.5304e-04) (hash(x)=39368159) +5106 train 3.207608 (lr=3.5295e-04) (hash(x)=41111637) +5107 train 3.272699 (lr=3.5286e-04) (hash(x)=48954251) +5108 train 3.239698 (lr=3.5277e-04) (hash(x)=43451329) +5109 train 3.301349 (lr=3.5267e-04) (hash(x)=36732487) +5110 train 3.278955 (lr=3.5258e-04) (hash(x)=38733683) +5111 train 3.226871 (lr=3.5249e-04) (hash(x)=42668365) +5112 train 3.218956 (lr=3.5240e-04) (hash(x)=39376901) +5113 train 3.263664 (lr=3.5231e-04) (hash(x)=39099104) +5114 train 3.212270 (lr=3.5222e-04) (hash(x)=36410159) +5115 train 3.229172 (lr=3.5213e-04) (hash(x)=39466619) +5116 train 3.238787 (lr=3.5204e-04) (hash(x)=39211748) +5117 train 3.066250 (lr=3.5195e-04) (hash(x)=49750065) +5118 train 3.135554 (lr=3.5186e-04) (hash(x)=41626073) +5119 train 3.014731 (lr=3.5176e-04) (hash(x)=33014004) +5120 train 3.066441 (lr=3.5167e-04) (hash(x)=39797198) +5121 train 3.080275 (lr=3.5158e-04) (hash(x)=38664402) +5122 train 3.000039 (lr=3.5149e-04) (hash(x)=38352639) +5123 train 3.148576 (lr=3.5140e-04) (hash(x)=42178013) +5124 train 3.112202 (lr=3.5131e-04) (hash(x)=41117240) +5125 train 3.099768 (lr=3.5122e-04) (hash(x)=40652290) +5126 train 3.118842 (lr=3.5113e-04) (hash(x)=35237608) +5127 train 3.134577 (lr=3.5104e-04) (hash(x)=44945990) +5128 train 3.119885 (lr=3.5094e-04) (hash(x)=41950982) +5129 train 3.203964 (lr=3.5085e-04) (hash(x)=41333540) +5130 train 3.307921 (lr=3.5076e-04) (hash(x)=40934192) +5131 train 3.274705 (lr=3.5067e-04) (hash(x)=40979280) +5132 train 3.353233 (lr=3.5058e-04) (hash(x)=41747909) +5133 train 3.253831 (lr=3.5049e-04) (hash(x)=41321246) +5134 train 3.368332 (lr=3.5040e-04) (hash(x)=39643098) +5135 train 3.237835 (lr=3.5031e-04) (hash(x)=40743121) +5136 train 3.288494 (lr=3.5022e-04) (hash(x)=38842424) +5137 train 3.244092 (lr=3.5013e-04) (hash(x)=45347255) +5138 train 3.233887 (lr=3.5003e-04) (hash(x)=39273886) +5139 train 3.260184 (lr=3.4994e-04) (hash(x)=42748522) +5140 train 3.302466 (lr=3.4985e-04) (hash(x)=45951435) +5141 train 3.268833 (lr=3.4976e-04) (hash(x)=39967921) +5142 train 3.234524 (lr=3.4967e-04) (hash(x)=38848256) +5143 train 3.292778 (lr=3.4958e-04) (hash(x)=37546752) +5144 train 3.252942 (lr=3.4949e-04) (hash(x)=39468428) +5145 train 3.327555 (lr=3.4940e-04) (hash(x)=42347095) +5146 train 3.284377 (lr=3.4931e-04) (hash(x)=42632176) +5147 train 3.207723 (lr=3.4921e-04) (hash(x)=33145187) +5148 train 3.224494 (lr=3.4912e-04) (hash(x)=30229182) +5149 train 3.275329 (lr=3.4903e-04) (hash(x)=37295797) +5150 train 3.276246 (lr=3.4894e-04) (hash(x)=39185629) +5151 train 3.269903 (lr=3.4885e-04) (hash(x)=37610448) +5152 train 3.309206 (lr=3.4876e-04) (hash(x)=36203879) +5153 train 3.351628 (lr=3.4867e-04) (hash(x)=38992673) +5154 train 3.229908 (lr=3.4858e-04) (hash(x)=35906754) +5155 train 3.204357 (lr=3.4848e-04) (hash(x)=39499705) +5156 train 3.263907 (lr=3.4839e-04) (hash(x)=39929486) +5157 train 3.336291 (lr=3.4830e-04) (hash(x)=30389089) +5158 train 3.269900 (lr=3.4821e-04) (hash(x)=40327271) +5159 train 3.298410 (lr=3.4812e-04) (hash(x)=38344532) +5160 train 3.224090 (lr=3.4803e-04) (hash(x)=41305059) +5161 train 3.269698 (lr=3.4794e-04) (hash(x)=38224690) +5162 train 3.253326 (lr=3.4785e-04) (hash(x)=38070948) +5163 train 3.206902 (lr=3.4776e-04) (hash(x)=38456154) +5164 train 3.221264 (lr=3.4766e-04) (hash(x)=39856925) +5165 train 3.238160 (lr=3.4757e-04) (hash(x)=38410974) +5166 train 3.184127 (lr=3.4748e-04) (hash(x)=39580951) +5167 train 3.059995 (lr=3.4739e-04) (hash(x)=37963467) +5168 train 3.120540 (lr=3.4730e-04) (hash(x)=36692720) +5169 train 3.032700 (lr=3.4721e-04) (hash(x)=35420948) +5170 train 3.144717 (lr=3.4712e-04) (hash(x)=41450226) +5171 train 3.090937 (lr=3.4703e-04) (hash(x)=42176411) +5172 train 3.034769 (lr=3.4694e-04) (hash(x)=38317068) +5173 train 3.071073 (lr=3.4684e-04) (hash(x)=31815541) +5174 train 3.035556 (lr=3.4675e-04) (hash(x)=48220908) +5175 train 3.069086 (lr=3.4666e-04) (hash(x)=31658265) +5176 train 3.067259 (lr=3.4657e-04) (hash(x)=34549940) +5177 train 3.005769 (lr=3.4648e-04) (hash(x)=37668000) +5178 train 3.035590 (lr=3.4639e-04) (hash(x)=37720775) +5179 train 3.178340 (lr=3.4630e-04) (hash(x)=43167777) +5180 train 3.295915 (lr=3.4621e-04) (hash(x)=44056883) +5181 train 3.258614 (lr=3.4611e-04) (hash(x)=36111955) +5182 train 3.243361 (lr=3.4602e-04) (hash(x)=41046845) +5183 train 3.306651 (lr=3.4593e-04) (hash(x)=37730361) +5184 train 3.307494 (lr=3.4584e-04) (hash(x)=43361513) +5185 train 3.251753 (lr=3.4575e-04) (hash(x)=38920846) +5186 train 3.268949 (lr=3.4566e-04) (hash(x)=42508242) +5187 train 3.278537 (lr=3.4557e-04) (hash(x)=40988124) +5188 train 3.299237 (lr=3.4548e-04) (hash(x)=41432302) +5189 train 3.258418 (lr=3.4538e-04) (hash(x)=41054270) +5190 train 3.255237 (lr=3.4529e-04) (hash(x)=39402830) +5191 train 3.293381 (lr=3.4520e-04) (hash(x)=45078037) +5192 train 3.307165 (lr=3.4511e-04) (hash(x)=41405960) +5193 train 3.280066 (lr=3.4502e-04) (hash(x)=44243074) +5194 train 3.307124 (lr=3.4493e-04) (hash(x)=41808178) +5195 train 3.384498 (lr=3.4484e-04) (hash(x)=43649564) +5196 train 3.293450 (lr=3.4475e-04) (hash(x)=42530600) +5197 train 3.390739 (lr=3.4466e-04) (hash(x)=44445390) +5198 train 3.306678 (lr=3.4456e-04) (hash(x)=41593187) +5199 train 3.252039 (lr=3.4447e-04) (hash(x)=39319708) +5200 train 3.221125 (lr=3.4438e-04) (hash(x)=37433115) +5201 train 3.283523 (lr=3.4429e-04) (hash(x)=39094366) +5202 train 3.285315 (lr=3.4420e-04) (hash(x)=42372873) +5203 train 3.315862 (lr=3.4411e-04) (hash(x)=39983448) +5204 train 3.274343 (lr=3.4402e-04) (hash(x)=37973292) +5205 train 3.282780 (lr=3.4393e-04) (hash(x)=45594265) +5206 train 3.248959 (lr=3.4383e-04) (hash(x)=39123432) +5207 train 3.225899 (lr=3.4374e-04) (hash(x)=36008857) +5208 train 3.295770 (lr=3.4365e-04) (hash(x)=47291244) +5209 train 3.219298 (lr=3.4356e-04) (hash(x)=40181417) +5210 train 3.240535 (lr=3.4347e-04) (hash(x)=42704156) +5211 train 3.211764 (lr=3.4338e-04) (hash(x)=41735040) +5212 train 3.226751 (lr=3.4329e-04) (hash(x)=32054036) +5213 train 3.213184 (lr=3.4320e-04) (hash(x)=49507076) +5214 train 3.176726 (lr=3.4310e-04) (hash(x)=37805989) +5215 train 3.286991 (lr=3.4301e-04) (hash(x)=41911742) +5216 train 3.034074 (lr=3.4292e-04) (hash(x)=41169128) +5217 train 3.228874 (lr=3.4283e-04) (hash(x)=34899590) +5218 train 3.036726 (lr=3.4274e-04) (hash(x)=43896858) +5219 train 3.099000 (lr=3.4265e-04) (hash(x)=39421038) +5220 train 3.088022 (lr=3.4256e-04) (hash(x)=46143459) +5221 train 3.009006 (lr=3.4247e-04) (hash(x)=34973627) +5222 train 3.047024 (lr=3.4237e-04) (hash(x)=43260633) +5223 train 3.105584 (lr=3.4228e-04) (hash(x)=42728301) +5224 train 3.101927 (lr=3.4219e-04) (hash(x)=42579660) +5225 train 3.041820 (lr=3.4210e-04) (hash(x)=35965633) +5226 train 3.209155 (lr=3.4201e-04) (hash(x)=38573358) +5227 train 3.045124 (lr=3.4192e-04) (hash(x)=31190332) +5228 train 3.059688 (lr=3.4183e-04) (hash(x)=39415894) +5229 train 3.310817 (lr=3.4174e-04) (hash(x)=38233588) +5230 train 3.284920 (lr=3.4164e-04) (hash(x)=43048709) +5231 train 3.284851 (lr=3.4155e-04) (hash(x)=37108669) +5232 train 3.272432 (lr=3.4146e-04) (hash(x)=53212721) +5233 train 3.270422 (lr=3.4137e-04) (hash(x)=35750367) +5234 train 3.285571 (lr=3.4128e-04) (hash(x)=38171766) +5235 train 3.306412 (lr=3.4119e-04) (hash(x)=29653378) +5236 train 3.295994 (lr=3.4110e-04) (hash(x)=37676841) +5237 train 3.345804 (lr=3.4101e-04) (hash(x)=46422068) +5238 train 3.253177 (lr=3.4091e-04) (hash(x)=41548978) +5239 train 3.280465 (lr=3.4082e-04) (hash(x)=34797983) +5240 train 3.264829 (lr=3.4073e-04) (hash(x)=41197317) +5241 train 3.272756 (lr=3.4064e-04) (hash(x)=37058787) +5242 train 3.241025 (lr=3.4055e-04) (hash(x)=38298539) +5243 train 3.288011 (lr=3.4046e-04) (hash(x)=46494106) +5244 train 3.298476 (lr=3.4037e-04) (hash(x)=40776965) +5245 train 3.280077 (lr=3.4027e-04) (hash(x)=43471497) +5246 train 3.281530 (lr=3.4018e-04) (hash(x)=42370662) +5247 train 3.261867 (lr=3.4009e-04) (hash(x)=38885443) +5248 train 3.374798 (lr=3.4000e-04) (hash(x)=32025548) +5249 train 3.356936 (lr=3.3991e-04) (hash(x)=38551841) +5250 val loss 3.2564 +5250 val perplexity 25.9561 +5250 hella 0.2847 +5250 train 3.258288 (lr=3.3982e-04) (hash(x)=44239230) +5251 train 3.341306 (lr=3.3973e-04) (hash(x)=39643980) +5252 train 3.244076 (lr=3.3964e-04) (hash(x)=35839082) +5253 train 3.277883 (lr=3.3954e-04) (hash(x)=37289472) +5254 train 3.242360 (lr=3.3945e-04) (hash(x)=36871565) +5255 train 3.224900 (lr=3.3936e-04) (hash(x)=43364820) +5256 train 3.230083 (lr=3.3927e-04) (hash(x)=40091939) +5257 train 3.207996 (lr=3.3918e-04) (hash(x)=39376191) +5258 train 3.222281 (lr=3.3909e-04) (hash(x)=44072990) +5259 train 3.240190 (lr=3.3900e-04) (hash(x)=50828387) +5260 train 3.239549 (lr=3.3891e-04) (hash(x)=38167301) +5261 train 3.265257 (lr=3.3881e-04) (hash(x)=33652310) +5262 train 3.193620 (lr=3.3872e-04) (hash(x)=41596059) +5263 train 3.254747 (lr=3.3863e-04) (hash(x)=43771091) +5264 train 3.180247 (lr=3.3854e-04) (hash(x)=38854102) +5265 train 3.225658 (lr=3.3845e-04) (hash(x)=41411554) +5266 train 3.197139 (lr=3.3836e-04) (hash(x)=40138935) +5267 train 3.046274 (lr=3.3827e-04) (hash(x)=35481827) +5268 train 3.093651 (lr=3.3818e-04) (hash(x)=37378798) +5269 train 3.082120 (lr=3.3808e-04) (hash(x)=39687689) +5270 train 3.121369 (lr=3.3799e-04) (hash(x)=43354003) +5271 train 3.072695 (lr=3.3790e-04) (hash(x)=42965062) +5272 train 3.129945 (lr=3.3781e-04) (hash(x)=40775917) +5273 train 3.043761 (lr=3.3772e-04) (hash(x)=39656557) +5274 train 3.034458 (lr=3.3763e-04) (hash(x)=42985089) +5275 train 3.089098 (lr=3.3754e-04) (hash(x)=34994627) +5276 train 3.108550 (lr=3.3744e-04) (hash(x)=38727186) +5277 train 3.007965 (lr=3.3735e-04) (hash(x)=33554387) 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(hash(x)=46179978) +5296 train 3.315567 (lr=3.3562e-04) (hash(x)=32457443) +5297 train 3.275912 (lr=3.3553e-04) (hash(x)=35689093) +5298 train 3.290709 (lr=3.3544e-04) (hash(x)=34790726) +5299 train 3.308326 (lr=3.3534e-04) (hash(x)=33675089) +5300 train 3.338827 (lr=3.3525e-04) (hash(x)=40814780) +5301 train 3.206260 (lr=3.3516e-04) (hash(x)=35502309) +5302 train 3.289706 (lr=3.3507e-04) (hash(x)=39116947) +5303 train 3.345688 (lr=3.3498e-04) (hash(x)=42285990) +5304 train 3.222618 (lr=3.3489e-04) (hash(x)=35157496) +5305 train 3.219162 (lr=3.3480e-04) (hash(x)=37602421) +5306 train 3.246351 (lr=3.3470e-04) (hash(x)=38108300) +5307 train 3.210992 (lr=3.3461e-04) (hash(x)=36514098) +5308 train 3.256969 (lr=3.3452e-04) (hash(x)=38900894) +5309 train 3.217784 (lr=3.3443e-04) (hash(x)=39548811) +5310 train 3.213813 (lr=3.3434e-04) (hash(x)=42569331) +5311 train 3.228047 (lr=3.3425e-04) (hash(x)=36745518) +5312 train 3.254440 (lr=3.3416e-04) (hash(x)=43162667) +5313 train 3.250038 (lr=3.3407e-04) (hash(x)=40351316) +5314 train 3.294190 (lr=3.3397e-04) (hash(x)=43391428) +5315 train 3.216464 (lr=3.3388e-04) (hash(x)=32014563) +5316 train 3.050535 (lr=3.3379e-04) (hash(x)=36046905) +5317 train 3.062955 (lr=3.3370e-04) (hash(x)=39379141) +5318 train 3.046876 (lr=3.3361e-04) (hash(x)=45221758) +5319 train 3.029926 (lr=3.3352e-04) (hash(x)=37377762) +5320 train 2.991362 (lr=3.3343e-04) (hash(x)=46607900) +5321 train 3.018549 (lr=3.3333e-04) (hash(x)=37807064) +5322 train 3.062083 (lr=3.3324e-04) (hash(x)=34482332) +5323 train 3.022750 (lr=3.3315e-04) (hash(x)=40201059) +5324 train 3.074289 (lr=3.3306e-04) (hash(x)=36303935) +5325 train 3.034827 (lr=3.3297e-04) (hash(x)=38309845) +5326 train 3.035724 (lr=3.3288e-04) (hash(x)=35767655) +5327 train 3.074063 (lr=3.3279e-04) (hash(x)=37982935) +5328 train 3.229203 (lr=3.3269e-04) (hash(x)=37920949) +5329 train 3.279335 (lr=3.3260e-04) (hash(x)=44373401) +5330 train 3.352211 (lr=3.3251e-04) (hash(x)=39165119) +5331 train 3.266061 (lr=3.3242e-04) (hash(x)=39762749) +5332 train 3.256690 (lr=3.3233e-04) (hash(x)=43121583) +5333 train 3.280476 (lr=3.3224e-04) (hash(x)=42323911) +5334 train 3.270877 (lr=3.3215e-04) (hash(x)=43114823) +5335 train 3.334592 (lr=3.3206e-04) (hash(x)=35507280) +5336 train 3.291666 (lr=3.3196e-04) (hash(x)=35884523) +5337 train 3.297876 (lr=3.3187e-04) (hash(x)=37450025) +5338 train 3.249808 (lr=3.3178e-04) (hash(x)=36408319) +5339 train 3.261628 (lr=3.3169e-04) (hash(x)=41860056) +5340 train 3.299238 (lr=3.3160e-04) (hash(x)=38690315) +5341 train 3.275526 (lr=3.3151e-04) (hash(x)=31375124) +5342 train 3.306920 (lr=3.3142e-04) (hash(x)=35951370) +5343 train 3.248363 (lr=3.3132e-04) (hash(x)=41410391) +5344 train 3.327511 (lr=3.3123e-04) (hash(x)=50137241) +5345 train 3.309931 (lr=3.3114e-04) (hash(x)=35414432) +5346 train 3.283661 (lr=3.3105e-04) (hash(x)=37436118) +5347 train 3.392435 (lr=3.3096e-04) (hash(x)=36102657) +5348 train 3.286530 (lr=3.3087e-04) (hash(x)=39443151) 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(lr=3.2758e-04) (hash(x)=37265144) +5385 train 3.225155 (lr=3.2749e-04) (hash(x)=40060681) +5386 train 3.235892 (lr=3.2740e-04) (hash(x)=40758066) +5387 train 3.303100 (lr=3.2731e-04) (hash(x)=35786751) +5388 train 3.280424 (lr=3.2721e-04) (hash(x)=40132013) +5389 train 3.230131 (lr=3.2712e-04) (hash(x)=40521371) +5390 train 3.327363 (lr=3.2703e-04) (hash(x)=33141725) +5391 train 3.286163 (lr=3.2694e-04) (hash(x)=40265881) +5392 train 3.254128 (lr=3.2685e-04) (hash(x)=44806252) +5393 train 3.276036 (lr=3.2676e-04) (hash(x)=41000849) +5394 train 3.267527 (lr=3.2667e-04) (hash(x)=47257530) +5395 train 3.261496 (lr=3.2657e-04) (hash(x)=41964321) +5396 train 3.328335 (lr=3.2648e-04) (hash(x)=38439812) +5397 train 3.292529 (lr=3.2639e-04) (hash(x)=39965031) +5398 train 3.291052 (lr=3.2630e-04) (hash(x)=41553027) +5399 train 3.259214 (lr=3.2621e-04) (hash(x)=41931478) +5400 train 3.303875 (lr=3.2612e-04) (hash(x)=43871143) +5401 train 3.303048 (lr=3.2603e-04) (hash(x)=42683530) +5402 train 3.287695 (lr=3.2593e-04) (hash(x)=40004697) +5403 train 3.159076 (lr=3.2584e-04) (hash(x)=36552889) +5404 train 3.198146 (lr=3.2575e-04) (hash(x)=34359117) +5405 train 3.210499 (lr=3.2566e-04) (hash(x)=38860251) +5406 train 3.266814 (lr=3.2557e-04) (hash(x)=41272806) +5407 train 3.252032 (lr=3.2548e-04) (hash(x)=40736619) +5408 train 3.211232 (lr=3.2539e-04) (hash(x)=37513307) +5409 train 3.252270 (lr=3.2530e-04) (hash(x)=55288120) +5410 train 3.248446 (lr=3.2520e-04) (hash(x)=40744184) +5411 train 3.225439 (lr=3.2511e-04) (hash(x)=37779639) +5412 train 3.210485 (lr=3.2502e-04) (hash(x)=44364576) +5413 train 3.183727 (lr=3.2493e-04) (hash(x)=41372626) +5414 train 3.248065 (lr=3.2484e-04) (hash(x)=37350756) +5415 train 3.046028 (lr=3.2475e-04) (hash(x)=40917627) +5416 train 2.965779 (lr=3.2466e-04) (hash(x)=36828077) +5417 train 3.000458 (lr=3.2456e-04) (hash(x)=36957834) +5418 train 2.961761 (lr=3.2447e-04) (hash(x)=39108369) +5419 train 3.062225 (lr=3.2438e-04) (hash(x)=41224169) 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(lr=3.2109e-04) (hash(x)=49988964) +5456 train 3.226124 (lr=3.2100e-04) (hash(x)=39180938) +5457 train 3.227831 (lr=3.2091e-04) (hash(x)=36773264) +5458 train 3.268338 (lr=3.2082e-04) (hash(x)=40159486) +5459 train 3.206786 (lr=3.2073e-04) (hash(x)=37497457) +5460 train 3.185270 (lr=3.2064e-04) (hash(x)=40703315) +5461 train 3.252500 (lr=3.2055e-04) (hash(x)=43080815) +5462 train 3.226976 (lr=3.2046e-04) (hash(x)=39686145) +5463 train 3.208015 (lr=3.2036e-04) (hash(x)=38917884) +5464 train 3.184201 (lr=3.2027e-04) (hash(x)=44476653) +5465 train 3.083334 (lr=3.2018e-04) (hash(x)=46489351) +5466 train 3.177870 (lr=3.2009e-04) (hash(x)=35751966) +5467 train 2.995186 (lr=3.2000e-04) (hash(x)=44296120) +5468 train 2.959410 (lr=3.1991e-04) (hash(x)=36001858) +5469 train 2.999993 (lr=3.1982e-04) (hash(x)=42445981) +5470 train 3.034206 (lr=3.1973e-04) (hash(x)=34055035) +5471 train 3.004786 (lr=3.1963e-04) (hash(x)=41820135) +5472 train 2.973144 (lr=3.1954e-04) (hash(x)=40463697) +5473 train 3.003154 (lr=3.1945e-04) (hash(x)=38749436) +5474 train 3.064247 (lr=3.1936e-04) (hash(x)=41898443) +5475 train 2.967958 (lr=3.1927e-04) (hash(x)=40389031) +5476 train 3.024733 (lr=3.1918e-04) (hash(x)=39300547) +5477 train 3.210595 (lr=3.1909e-04) (hash(x)=38356033) +5478 train 3.224044 (lr=3.1899e-04) (hash(x)=38974890) +5479 train 3.363381 (lr=3.1890e-04) (hash(x)=43973464) +5480 train 3.275661 (lr=3.1881e-04) (hash(x)=39184360) +5481 train 3.236621 (lr=3.1872e-04) (hash(x)=37799608) +5482 train 3.262313 (lr=3.1863e-04) (hash(x)=54300994) +5483 train 3.248332 (lr=3.1854e-04) (hash(x)=45782857) +5484 train 3.283176 (lr=3.1845e-04) (hash(x)=43060571) +5485 train 3.277565 (lr=3.1836e-04) (hash(x)=43741313) +5486 train 3.294472 (lr=3.1826e-04) (hash(x)=43040651) +5487 train 3.321429 (lr=3.1817e-04) (hash(x)=48587468) +5488 train 3.206272 (lr=3.1808e-04) (hash(x)=35617191) +5489 train 3.252813 (lr=3.1799e-04) (hash(x)=40764085) +5490 train 3.313923 (lr=3.1790e-04) (hash(x)=36964988) +5491 train 3.285157 (lr=3.1781e-04) (hash(x)=40634889) +5492 train 3.303678 (lr=3.1772e-04) (hash(x)=38126870) +5493 train 3.258738 (lr=3.1763e-04) (hash(x)=41339494) +5494 train 3.311222 (lr=3.1753e-04) (hash(x)=41762935) +5495 train 3.243133 (lr=3.1744e-04) (hash(x)=45216236) +5496 train 3.230947 (lr=3.1735e-04) (hash(x)=44368237) +5497 train 3.280297 (lr=3.1726e-04) (hash(x)=41363561) +5498 train 3.319188 (lr=3.1717e-04) (hash(x)=43696961) +5499 train 3.275576 (lr=3.1708e-04) (hash(x)=38207673) +5500 val loss 3.2357 +5500 val perplexity 25.4229 +5500 hella 0.2842 +5500 train 3.289237 (lr=3.1699e-04) (hash(x)=43776783) +5501 train 3.255177 (lr=3.1690e-04) (hash(x)=37785261) +5502 train 3.243294 (lr=3.1680e-04) (hash(x)=40294982) +5503 train 3.243898 (lr=3.1671e-04) (hash(x)=38294570) +5504 train 3.222231 (lr=3.1662e-04) (hash(x)=38219406) +5505 train 3.217491 (lr=3.1653e-04) (hash(x)=41052998) +5506 train 3.253221 (lr=3.1644e-04) (hash(x)=40801199) +5507 train 3.177094 (lr=3.1635e-04) (hash(x)=33574827) +5508 train 3.218315 (lr=3.1626e-04) (hash(x)=36416591) +5509 train 3.211219 (lr=3.1617e-04) (hash(x)=43575555) +5510 train 3.228230 (lr=3.1607e-04) (hash(x)=41374638) +5511 train 3.260477 (lr=3.1598e-04) (hash(x)=38174813) +5512 train 3.223610 (lr=3.1589e-04) (hash(x)=33081121) +5513 train 3.185400 (lr=3.1580e-04) (hash(x)=39590933) +5514 train 3.061196 (lr=3.1571e-04) (hash(x)=38109072) +5515 train 2.987998 (lr=3.1562e-04) (hash(x)=38215909) +5516 train 2.979476 (lr=3.1553e-04) (hash(x)=40400363) +5517 train 3.091271 (lr=3.1544e-04) (hash(x)=40360770) +5518 train 2.944530 (lr=3.1534e-04) (hash(x)=41132411) +5519 train 3.031294 (lr=3.1525e-04) (hash(x)=42736966) +5520 train 2.995165 (lr=3.1516e-04) (hash(x)=42813811) +5521 train 3.058737 (lr=3.1507e-04) (hash(x)=38362299) +5522 train 2.936465 (lr=3.1498e-04) (hash(x)=41669444) +5523 train 3.080783 (lr=3.1489e-04) (hash(x)=38375927) +5524 train 3.030453 (lr=3.1480e-04) (hash(x)=42928390) +5525 train 3.074250 (lr=3.1471e-04) (hash(x)=34761050) +5526 train 3.186163 (lr=3.1462e-04) (hash(x)=39634924) +5527 train 3.227400 (lr=3.1452e-04) (hash(x)=41483072) +5528 train 3.299966 (lr=3.1443e-04) (hash(x)=38187408) +5529 train 3.247169 (lr=3.1434e-04) (hash(x)=35853302) +5530 train 3.214934 (lr=3.1425e-04) (hash(x)=39736754) +5531 train 3.320181 (lr=3.1416e-04) (hash(x)=46039156) +5532 train 3.247997 (lr=3.1407e-04) (hash(x)=40080062) +5533 train 3.202451 (lr=3.1398e-04) (hash(x)=44244088) +5534 train 3.301971 (lr=3.1389e-04) (hash(x)=38755158) +5535 train 3.290575 (lr=3.1379e-04) (hash(x)=43330853) +5536 train 3.381982 (lr=3.1370e-04) (hash(x)=37971700) +5537 train 3.293297 (lr=3.1361e-04) (hash(x)=37928332) +5538 train 3.223501 (lr=3.1352e-04) (hash(x)=36890899) +5539 train 3.292378 (lr=3.1343e-04) (hash(x)=40930728) +5540 train 3.316003 (lr=3.1334e-04) (hash(x)=45201699) +5541 train 3.227331 (lr=3.1325e-04) (hash(x)=34270500) +5542 train 3.245574 (lr=3.1316e-04) (hash(x)=38700491) +5543 train 3.238127 (lr=3.1306e-04) (hash(x)=42293756) +5544 train 3.232118 (lr=3.1297e-04) (hash(x)=47323353) +5545 train 3.268984 (lr=3.1288e-04) (hash(x)=41289847) +5546 train 3.321110 (lr=3.1279e-04) (hash(x)=50434483) +5547 train 3.274908 (lr=3.1270e-04) (hash(x)=40615288) +5548 train 3.260784 (lr=3.1261e-04) (hash(x)=28796446) +5549 train 3.350346 (lr=3.1252e-04) (hash(x)=37177613) +5550 train 3.285993 (lr=3.1243e-04) (hash(x)=36205630) +5551 train 3.244390 (lr=3.1234e-04) (hash(x)=39117631) +5552 train 3.242661 (lr=3.1224e-04) (hash(x)=42833567) +5553 train 3.242011 (lr=3.1215e-04) (hash(x)=38548517) +5554 train 3.248868 (lr=3.1206e-04) (hash(x)=42452282) +5555 train 3.201998 (lr=3.1197e-04) (hash(x)=37391124) +5556 train 3.270797 (lr=3.1188e-04) (hash(x)=43871832) +5557 train 3.189111 (lr=3.1179e-04) (hash(x)=41242161) +5558 train 3.202717 (lr=3.1170e-04) (hash(x)=46692185) +5559 train 3.187019 (lr=3.1161e-04) (hash(x)=36047743) +5560 train 3.223441 (lr=3.1152e-04) (hash(x)=44016688) +5561 train 3.207705 (lr=3.1142e-04) (hash(x)=40587791) +5562 train 3.217340 (lr=3.1133e-04) (hash(x)=42848664) +5563 train 3.236553 (lr=3.1124e-04) (hash(x)=31430976) +5564 train 3.032168 (lr=3.1115e-04) (hash(x)=43392465) +5565 train 3.070116 (lr=3.1106e-04) (hash(x)=47169762) +5566 train 2.999898 (lr=3.1097e-04) (hash(x)=37955367) +5567 train 2.986193 (lr=3.1088e-04) (hash(x)=37595429) +5568 train 3.072679 (lr=3.1079e-04) (hash(x)=39299122) +5569 train 2.995570 (lr=3.1069e-04) (hash(x)=38182701) +5570 train 3.039758 (lr=3.1060e-04) (hash(x)=41468471) +5571 train 2.994044 (lr=3.1051e-04) (hash(x)=26385447) +5572 train 3.034668 (lr=3.1042e-04) (hash(x)=43158149) +5573 train 3.042727 (lr=3.1033e-04) (hash(x)=41163018) +5574 train 3.029670 (lr=3.1024e-04) (hash(x)=35764222) +5575 train 3.030702 (lr=3.1015e-04) (hash(x)=38323525) +5576 train 3.197816 (lr=3.1006e-04) (hash(x)=37113616) +5577 train 3.239253 (lr=3.0997e-04) (hash(x)=33869880) +5578 train 3.225580 (lr=3.0987e-04) (hash(x)=45587339) +5579 train 3.217949 (lr=3.0978e-04) (hash(x)=41510556) +5580 train 3.251702 (lr=3.0969e-04) (hash(x)=39394041) +5581 train 3.216309 (lr=3.0960e-04) (hash(x)=41302895) +5582 train 3.270790 (lr=3.0951e-04) (hash(x)=40903696) +5583 train 3.251632 (lr=3.0942e-04) (hash(x)=39096680) +5584 train 3.238538 (lr=3.0933e-04) (hash(x)=41215341) +5585 train 3.205627 (lr=3.0924e-04) (hash(x)=42230834) +5586 train 3.238379 (lr=3.0915e-04) (hash(x)=39937330) +5587 train 3.274831 (lr=3.0906e-04) (hash(x)=37598583) +5588 train 3.324264 (lr=3.0896e-04) (hash(x)=40648009) +5589 train 3.258578 (lr=3.0887e-04) (hash(x)=37645908) +5590 train 3.272339 (lr=3.0878e-04) (hash(x)=39697497) +5591 train 3.272196 (lr=3.0869e-04) (hash(x)=37659948) +5592 train 3.215946 (lr=3.0860e-04) (hash(x)=45077115) +5593 train 3.281746 (lr=3.0851e-04) (hash(x)=38765824) +5594 train 3.268584 (lr=3.0842e-04) (hash(x)=40573556) +5595 train 3.211576 (lr=3.0833e-04) (hash(x)=58681130) +5596 train 3.224773 (lr=3.0824e-04) (hash(x)=41786378) +5597 train 3.258562 (lr=3.0814e-04) (hash(x)=41171156) +5598 train 3.280137 (lr=3.0805e-04) (hash(x)=40711326) +5599 train 3.260798 (lr=3.0796e-04) (hash(x)=39745264) +5600 train 3.345873 (lr=3.0787e-04) (hash(x)=38723402) +5601 train 3.196277 (lr=3.0778e-04) (hash(x)=38447039) +5602 train 3.197647 (lr=3.0769e-04) (hash(x)=37789877) +5603 train 3.167391 (lr=3.0760e-04) (hash(x)=41338871) +5604 train 3.265690 (lr=3.0751e-04) (hash(x)=45393009) +5605 train 3.213156 (lr=3.0742e-04) (hash(x)=32391013) +5606 train 3.220155 (lr=3.0733e-04) (hash(x)=40901543) +5607 train 3.198503 (lr=3.0723e-04) (hash(x)=38340209) +5608 train 3.153196 (lr=3.0714e-04) (hash(x)=43010906) +5609 train 3.192481 (lr=3.0705e-04) (hash(x)=39541052) +5610 train 3.216121 (lr=3.0696e-04) (hash(x)=40043329) +5611 train 3.173702 (lr=3.0687e-04) (hash(x)=38654273) +5612 train 3.209896 (lr=3.0678e-04) (hash(x)=38698157) +5613 train 3.018085 (lr=3.0669e-04) (hash(x)=40762953) +5614 train 3.077342 (lr=3.0660e-04) (hash(x)=34230075) +5615 train 3.047556 (lr=3.0651e-04) (hash(x)=43848486) +5616 train 3.022423 (lr=3.0641e-04) (hash(x)=41094434) +5617 train 2.998976 (lr=3.0632e-04) (hash(x)=45907861) +5618 train 2.979203 (lr=3.0623e-04) (hash(x)=38639181) +5619 train 2.964086 (lr=3.0614e-04) (hash(x)=41672829) +5620 train 3.000096 (lr=3.0605e-04) (hash(x)=42778778) +5621 train 3.018244 (lr=3.0596e-04) (hash(x)=41218138) +5622 train 3.003472 (lr=3.0587e-04) (hash(x)=42056780) +5623 train 2.959477 (lr=3.0578e-04) (hash(x)=40621512) +5624 train 3.067947 (lr=3.0569e-04) (hash(x)=41779180) +5625 train 3.139493 (lr=3.0560e-04) (hash(x)=41511023) +5626 train 3.266543 (lr=3.0550e-04) (hash(x)=40602197) +5627 train 3.249107 (lr=3.0541e-04) (hash(x)=38064416) +5628 train 3.223074 (lr=3.0532e-04) (hash(x)=40045820) +5629 train 3.240225 (lr=3.0523e-04) (hash(x)=43557439) +5630 train 3.207495 (lr=3.0514e-04) (hash(x)=40095028) +5631 train 3.367260 (lr=3.0505e-04) (hash(x)=37349828) +5632 train 3.204145 (lr=3.0496e-04) (hash(x)=40037844) +5633 train 3.257236 (lr=3.0487e-04) (hash(x)=41365480) +5634 train 3.264191 (lr=3.0478e-04) (hash(x)=43795204) +5635 train 3.177267 (lr=3.0469e-04) (hash(x)=39791487) +5636 train 3.221488 (lr=3.0460e-04) (hash(x)=41520518) +5637 train 3.283676 (lr=3.0450e-04) (hash(x)=39670838) +5638 train 3.360933 (lr=3.0441e-04) (hash(x)=42126412) +5639 train 3.266479 (lr=3.0432e-04) (hash(x)=32723715) +5640 train 3.319533 (lr=3.0423e-04) (hash(x)=34616629) +5641 train 3.250097 (lr=3.0414e-04) (hash(x)=32773854) +5642 train 3.279042 (lr=3.0405e-04) (hash(x)=36425673) +5643 train 3.315678 (lr=3.0396e-04) (hash(x)=37524155) +5644 train 3.302386 (lr=3.0387e-04) (hash(x)=35359137) +5645 train 3.305253 (lr=3.0378e-04) (hash(x)=37842510) +5646 train 3.350481 (lr=3.0369e-04) (hash(x)=34917826) +5647 train 3.291054 (lr=3.0360e-04) (hash(x)=41866260) +5648 train 3.292393 (lr=3.0350e-04) (hash(x)=44043354) +5649 train 3.255440 (lr=3.0341e-04) (hash(x)=43690789) +5650 train 3.229718 (lr=3.0332e-04) (hash(x)=47660549) +5651 train 3.218454 (lr=3.0323e-04) (hash(x)=38113523) +5652 train 3.250617 (lr=3.0314e-04) (hash(x)=42394560) +5653 train 3.184865 (lr=3.0305e-04) (hash(x)=40179588) +5654 train 3.214464 (lr=3.0296e-04) (hash(x)=40891002) +5655 train 3.210743 (lr=3.0287e-04) (hash(x)=38873301) +5656 train 3.200807 (lr=3.0278e-04) (hash(x)=44364233) +5657 train 3.161069 (lr=3.0269e-04) (hash(x)=39979848) +5658 train 3.189056 (lr=3.0260e-04) (hash(x)=43484671) +5659 train 3.202452 (lr=3.0250e-04) (hash(x)=36678953) +5660 train 3.243709 (lr=3.0241e-04) (hash(x)=35208512) +5661 train 3.196673 (lr=3.0232e-04) (hash(x)=41739702) +5662 train 3.097597 (lr=3.0223e-04) (hash(x)=38989739) +5663 train 2.990241 (lr=3.0214e-04) (hash(x)=39138071) +5664 train 2.971960 (lr=3.0205e-04) (hash(x)=40026092) +5665 train 2.962637 (lr=3.0196e-04) (hash(x)=40027148) +5666 train 3.092784 (lr=3.0187e-04) (hash(x)=32557787) +5667 train 3.019156 (lr=3.0178e-04) (hash(x)=32487941) +5668 train 3.041527 (lr=3.0169e-04) (hash(x)=42959231) +5669 train 2.985153 (lr=3.0160e-04) (hash(x)=46107130) +5670 train 3.014484 (lr=3.0150e-04) (hash(x)=41084780) +5671 train 3.043937 (lr=3.0141e-04) (hash(x)=34723587) +5672 train 3.104058 (lr=3.0132e-04) (hash(x)=39048938) +5673 train 3.051327 (lr=3.0123e-04) (hash(x)=41022511) +5674 train 3.040389 (lr=3.0114e-04) (hash(x)=40158063) +5675 train 3.322132 (lr=3.0105e-04) (hash(x)=39200082) +5676 train 3.284335 (lr=3.0096e-04) (hash(x)=27845107) +5677 train 3.241630 (lr=3.0087e-04) (hash(x)=47560220) +5678 train 3.220326 (lr=3.0078e-04) (hash(x)=38802687) +5679 train 3.295663 (lr=3.0069e-04) (hash(x)=39825399) +5680 train 3.295002 (lr=3.0060e-04) (hash(x)=34126618) +5681 train 3.279554 (lr=3.0051e-04) (hash(x)=38878386) +5682 train 3.308599 (lr=3.0041e-04) (hash(x)=36840741) +5683 train 3.251834 (lr=3.0032e-04) (hash(x)=42789519) +5684 train 3.246329 (lr=3.0023e-04) (hash(x)=46000925) +5685 train 3.336004 (lr=3.0014e-04) (hash(x)=39219463) +5686 train 3.246377 (lr=3.0005e-04) (hash(x)=39350402) +5687 train 3.240045 (lr=2.9996e-04) (hash(x)=37928583) +5688 train 3.250260 (lr=2.9987e-04) (hash(x)=43810306) +5689 train 3.263282 (lr=2.9978e-04) (hash(x)=38749970) +5690 train 3.304685 (lr=2.9969e-04) (hash(x)=40302666) +5691 train 3.266203 (lr=2.9960e-04) (hash(x)=37954405) +5692 train 3.281206 (lr=2.9951e-04) (hash(x)=43113024) +5693 train 3.282200 (lr=2.9942e-04) (hash(x)=35969268) +5694 train 3.269246 (lr=2.9933e-04) (hash(x)=40763129) +5695 train 3.274268 (lr=2.9923e-04) (hash(x)=42482005) +5696 train 3.235896 (lr=2.9914e-04) (hash(x)=47295768) +5697 train 3.275304 (lr=2.9905e-04) (hash(x)=44436878) +5698 train 3.229882 (lr=2.9896e-04) (hash(x)=40941288) +5699 train 3.261003 (lr=2.9887e-04) (hash(x)=53755258) +5700 train 3.235046 (lr=2.9878e-04) (hash(x)=38738257) +5701 train 3.188604 (lr=2.9869e-04) (hash(x)=35681482) +5702 train 3.232042 (lr=2.9860e-04) (hash(x)=37559657) +5703 train 3.188450 (lr=2.9851e-04) (hash(x)=34487869) +5704 train 3.171217 (lr=2.9842e-04) (hash(x)=37072523) +5705 train 3.175346 (lr=2.9833e-04) (hash(x)=37623884) +5706 train 3.161762 (lr=2.9824e-04) (hash(x)=41399169) +5707 train 3.240368 (lr=2.9815e-04) (hash(x)=43671381) +5708 train 3.295431 (lr=2.9806e-04) (hash(x)=40232284) +5709 train 3.226104 (lr=2.9796e-04) (hash(x)=30952966) +5710 train 3.246717 (lr=2.9787e-04) (hash(x)=43468796) +5711 train 3.219608 (lr=2.9778e-04) (hash(x)=31579374) +5712 train 3.051093 (lr=2.9769e-04) (hash(x)=35784404) +5713 train 2.983817 (lr=2.9760e-04) (hash(x)=43999347) +5714 train 2.980334 (lr=2.9751e-04) (hash(x)=34997349) +5715 train 3.067580 (lr=2.9742e-04) (hash(x)=35808270) +5716 train 2.969345 (lr=2.9733e-04) (hash(x)=38284408) +5717 train 2.986147 (lr=2.9724e-04) (hash(x)=39090406) +5718 train 3.076627 (lr=2.9715e-04) (hash(x)=38182080) +5719 train 2.998573 (lr=2.9706e-04) (hash(x)=39147462) +5720 train 2.970029 (lr=2.9697e-04) (hash(x)=36912955) +5721 train 3.013670 (lr=2.9688e-04) (hash(x)=39593015) +5722 train 3.017273 (lr=2.9679e-04) (hash(x)=38225581) +5723 train 3.030816 (lr=2.9669e-04) (hash(x)=40812081) +5724 train 3.092127 (lr=2.9660e-04) (hash(x)=40133938) +5725 train 3.285056 (lr=2.9651e-04) (hash(x)=41696024) +5726 train 3.405400 (lr=2.9642e-04) (hash(x)=43700764) +5727 train 3.279021 (lr=2.9633e-04) (hash(x)=42217856) +5728 train 3.227869 (lr=2.9624e-04) (hash(x)=39235560) +5729 train 3.313068 (lr=2.9615e-04) (hash(x)=36047038) +5730 train 3.278193 (lr=2.9606e-04) (hash(x)=44240107) +5731 train 3.254348 (lr=2.9597e-04) (hash(x)=45498989) +5732 train 3.236575 (lr=2.9588e-04) (hash(x)=37146369) +5733 train 3.273340 (lr=2.9579e-04) (hash(x)=40062881) +5734 train 3.200534 (lr=2.9570e-04) (hash(x)=42340377) +5735 train 3.230854 (lr=2.9561e-04) (hash(x)=45376521) +5736 train 3.190593 (lr=2.9552e-04) (hash(x)=40642962) +5737 train 3.220728 (lr=2.9543e-04) (hash(x)=45856270) +5738 train 3.236952 (lr=2.9534e-04) (hash(x)=37829048) +5739 train 3.283653 (lr=2.9524e-04) (hash(x)=40434689) +5740 train 3.232201 (lr=2.9515e-04) (hash(x)=36916205) +5741 train 3.268174 (lr=2.9506e-04) (hash(x)=39754183) +5742 train 3.226537 (lr=2.9497e-04) (hash(x)=37841097) +5743 train 3.266196 (lr=2.9488e-04) (hash(x)=36290399) +5744 train 3.287866 (lr=2.9479e-04) (hash(x)=42322420) +5745 train 3.270269 (lr=2.9470e-04) (hash(x)=41802421) +5746 train 3.305756 (lr=2.9461e-04) (hash(x)=37687964) +5747 train 3.300449 (lr=2.9452e-04) (hash(x)=38071712) +5748 train 3.280849 (lr=2.9443e-04) (hash(x)=35811382) +5749 train 3.226754 (lr=2.9434e-04) (hash(x)=39963811) +5750 val loss 3.2243 +5750 val perplexity 25.1352 +5750 hella 0.2828 +5750 train 3.226399 (lr=2.9425e-04) (hash(x)=34600614) +5751 train 3.194339 (lr=2.9416e-04) (hash(x)=42751926) +5752 train 3.184222 (lr=2.9407e-04) (hash(x)=40119997) +5753 train 3.159926 (lr=2.9398e-04) (hash(x)=34723296) +5754 train 3.208752 (lr=2.9389e-04) (hash(x)=46056403) +5755 train 3.173879 (lr=2.9380e-04) (hash(x)=39233297) +5756 train 3.261306 (lr=2.9371e-04) (hash(x)=26038879) +5757 train 3.254780 (lr=2.9361e-04) (hash(x)=42826810) +5758 train 3.234271 (lr=2.9352e-04) (hash(x)=32163975) +5759 train 3.245006 (lr=2.9343e-04) (hash(x)=31893619) +5760 train 3.217412 (lr=2.9334e-04) (hash(x)=36654903) +5761 train 3.135738 (lr=2.9325e-04) (hash(x)=37862602) +5762 train 2.999853 (lr=2.9316e-04) (hash(x)=38366755) +5763 train 3.024125 (lr=2.9307e-04) (hash(x)=43220517) +5764 train 2.965621 (lr=2.9298e-04) (hash(x)=40434600) +5765 train 2.996552 (lr=2.9289e-04) (hash(x)=41999714) +5766 train 2.947873 (lr=2.9280e-04) (hash(x)=39120832) +5767 train 2.993382 (lr=2.9271e-04) (hash(x)=43829429) +5768 train 3.057780 (lr=2.9262e-04) (hash(x)=37205562) +5769 train 2.994180 (lr=2.9253e-04) (hash(x)=34657387) +5770 train 3.003174 (lr=2.9244e-04) (hash(x)=41484788) +5771 train 2.967646 (lr=2.9235e-04) (hash(x)=41452225) +5772 train 2.959829 (lr=2.9226e-04) (hash(x)=43618506) +5773 train 3.045290 (lr=2.9217e-04) (hash(x)=37572622) +5774 train 3.204207 (lr=2.9208e-04) (hash(x)=42154936) +5775 train 3.279409 (lr=2.9199e-04) (hash(x)=37922735) +5776 train 3.193321 (lr=2.9190e-04) (hash(x)=40691102) +5777 train 3.281378 (lr=2.9181e-04) (hash(x)=39248835) +5778 train 3.276966 (lr=2.9171e-04) (hash(x)=50989407) +5779 train 3.191594 (lr=2.9162e-04) (hash(x)=41775554) +5780 train 3.206415 (lr=2.9153e-04) (hash(x)=41144642) +5781 train 3.267320 (lr=2.9144e-04) (hash(x)=37592079) +5782 train 3.259382 (lr=2.9135e-04) (hash(x)=41394265) +5783 train 3.273896 (lr=2.9126e-04) (hash(x)=37941192) +5784 train 3.251640 (lr=2.9117e-04) (hash(x)=40198829) +5785 train 3.264348 (lr=2.9108e-04) (hash(x)=36929862) +5786 train 3.288238 (lr=2.9099e-04) (hash(x)=43892562) +5787 train 3.263535 (lr=2.9090e-04) (hash(x)=41330378) +5788 train 3.257857 (lr=2.9081e-04) (hash(x)=37650791) +5789 train 3.264386 (lr=2.9072e-04) (hash(x)=41728460) +5790 train 3.276509 (lr=2.9063e-04) (hash(x)=46177031) +5791 train 3.240037 (lr=2.9054e-04) (hash(x)=40758692) +5792 train 3.331566 (lr=2.9045e-04) (hash(x)=39491800) +5793 train 3.222403 (lr=2.9036e-04) (hash(x)=39963791) +5794 train 3.254543 (lr=2.9027e-04) (hash(x)=39723728) +5795 train 3.284598 (lr=2.9018e-04) (hash(x)=39954349) +5796 train 3.276123 (lr=2.9009e-04) (hash(x)=44933090) +5797 train 3.277104 (lr=2.9000e-04) (hash(x)=39780695) +5798 train 3.257967 (lr=2.8991e-04) (hash(x)=42009337) +5799 train 3.204451 (lr=2.8982e-04) (hash(x)=45683037) +5800 train 3.211995 (lr=2.8973e-04) (hash(x)=34589248) +5801 train 3.237812 (lr=2.8964e-04) (hash(x)=36497657) +5802 train 3.244483 (lr=2.8955e-04) (hash(x)=38689373) +5803 train 3.188564 (lr=2.8946e-04) (hash(x)=40047636) +5804 train 3.201560 (lr=2.8937e-04) (hash(x)=37611456) +5805 train 3.281508 (lr=2.8927e-04) (hash(x)=38619464) +5806 train 3.244855 (lr=2.8918e-04) (hash(x)=38649489) +5807 train 3.192581 (lr=2.8909e-04) (hash(x)=47967441) 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(hash(x)=39964733) +5826 train 3.339922 (lr=2.8738e-04) (hash(x)=34077538) +5827 train 3.248711 (lr=2.8729e-04) (hash(x)=34444515) +5828 train 3.306237 (lr=2.8720e-04) (hash(x)=33943286) +5829 train 3.208110 (lr=2.8711e-04) (hash(x)=39399741) +5830 train 3.229591 (lr=2.8702e-04) (hash(x)=32409268) +5831 train 3.264513 (lr=2.8693e-04) (hash(x)=43907369) +5832 train 3.249938 (lr=2.8684e-04) (hash(x)=36960508) +5833 train 3.335790 (lr=2.8675e-04) (hash(x)=44637502) +5834 train 3.247100 (lr=2.8666e-04) (hash(x)=40325277) +5835 train 3.275661 (lr=2.8657e-04) (hash(x)=38323946) +5836 train 3.208502 (lr=2.8648e-04) (hash(x)=49090374) +5837 train 3.294770 (lr=2.8639e-04) (hash(x)=38099783) +5838 train 3.250561 (lr=2.8630e-04) (hash(x)=39503509) +5839 train 3.276154 (lr=2.8621e-04) (hash(x)=52704956) +5840 train 3.285796 (lr=2.8612e-04) (hash(x)=38272113) +5841 train 3.305261 (lr=2.8603e-04) (hash(x)=47235439) +5842 train 3.243196 (lr=2.8594e-04) (hash(x)=44365152) +5843 train 3.283756 (lr=2.8585e-04) (hash(x)=37841147) +5844 train 3.325601 (lr=2.8576e-04) (hash(x)=37352545) +5845 train 3.266721 (lr=2.8567e-04) (hash(x)=33181411) +5846 train 3.278535 (lr=2.8558e-04) (hash(x)=39127602) +5847 train 3.288731 (lr=2.8549e-04) (hash(x)=40269749) +5848 train 3.240375 (lr=2.8540e-04) (hash(x)=33878151) +5849 train 3.216371 (lr=2.8531e-04) (hash(x)=44699070) +5850 train 3.212693 (lr=2.8522e-04) (hash(x)=39270155) +5851 train 3.221250 (lr=2.8513e-04) (hash(x)=41748104) +5852 train 3.205473 (lr=2.8504e-04) (hash(x)=38135276) +5853 train 3.164280 (lr=2.8495e-04) (hash(x)=39296497) +5854 train 3.243122 (lr=2.8486e-04) (hash(x)=34750465) +5855 train 3.217918 (lr=2.8477e-04) (hash(x)=37425294) +5856 train 3.203518 (lr=2.8468e-04) (hash(x)=35077341) +5857 train 3.195057 (lr=2.8459e-04) (hash(x)=42838925) +5858 train 3.216513 (lr=2.8450e-04) (hash(x)=39606068) +5859 train 3.206739 (lr=2.8441e-04) (hash(x)=42170479) +5860 train 3.072692 (lr=2.8432e-04) (hash(x)=39281995) +5861 train 2.994236 (lr=2.8422e-04) (hash(x)=34997745) +5862 train 3.061198 (lr=2.8413e-04) (hash(x)=48026395) +5863 train 3.045603 (lr=2.8404e-04) (hash(x)=42597179) +5864 train 2.940984 (lr=2.8395e-04) (hash(x)=45584832) +5865 train 3.024569 (lr=2.8386e-04) (hash(x)=42719406) +5866 train 3.012469 (lr=2.8377e-04) (hash(x)=40898584) +5867 train 3.007306 (lr=2.8368e-04) (hash(x)=40550003) +5868 train 2.978788 (lr=2.8359e-04) (hash(x)=37491245) +5869 train 3.046743 (lr=2.8350e-04) (hash(x)=26672246) +5870 train 2.997407 (lr=2.8341e-04) (hash(x)=39398378) +5871 train 2.984416 (lr=2.8332e-04) (hash(x)=40284464) +5872 train 3.073546 (lr=2.8323e-04) (hash(x)=39228915) +5873 train 3.232105 (lr=2.8314e-04) (hash(x)=38676869) +5874 train 3.258384 (lr=2.8306e-04) (hash(x)=33256997) +5875 train 3.301009 (lr=2.8297e-04) (hash(x)=38744769) +5876 train 3.265259 (lr=2.8288e-04) (hash(x)=42899666) +5877 train 3.303389 (lr=2.8279e-04) (hash(x)=37980559) +5878 train 3.214283 (lr=2.8270e-04) (hash(x)=37805561) +5879 train 3.212635 (lr=2.8261e-04) (hash(x)=41541962) +5880 train 3.365664 (lr=2.8252e-04) (hash(x)=49644858) +5881 train 3.230301 (lr=2.8243e-04) (hash(x)=49992696) +5882 train 3.255661 (lr=2.8234e-04) (hash(x)=39341437) +5883 train 3.250637 (lr=2.8225e-04) (hash(x)=33593901) +5884 train 3.279773 (lr=2.8216e-04) (hash(x)=43277585) +5885 train 3.231227 (lr=2.8207e-04) (hash(x)=53234962) +5886 train 3.300904 (lr=2.8198e-04) (hash(x)=38195834) +5887 train 3.251406 (lr=2.8189e-04) (hash(x)=42071556) +5888 train 3.264544 (lr=2.8180e-04) (hash(x)=38696215) +5889 train 3.210093 (lr=2.8171e-04) (hash(x)=54030228) +5890 train 3.233922 (lr=2.8162e-04) (hash(x)=36009428) +5891 train 3.258847 (lr=2.8153e-04) (hash(x)=42220251) +5892 train 3.302749 (lr=2.8144e-04) (hash(x)=38426087) +5893 train 3.259130 (lr=2.8135e-04) (hash(x)=35016477) +5894 train 3.244938 (lr=2.8126e-04) (hash(x)=43027744) +5895 train 3.251147 (lr=2.8117e-04) (hash(x)=38593807) +5896 train 3.259186 (lr=2.8108e-04) (hash(x)=39938281) +5897 train 3.163236 (lr=2.8099e-04) (hash(x)=41204540) +5898 train 3.223144 (lr=2.8090e-04) (hash(x)=42387853) +5899 train 3.232548 (lr=2.8081e-04) (hash(x)=41421187) +5900 train 3.220568 (lr=2.8072e-04) (hash(x)=35234859) +5901 train 3.200505 (lr=2.8063e-04) (hash(x)=38202679) +5902 train 3.243894 (lr=2.8054e-04) (hash(x)=38041822) +5903 train 3.234058 (lr=2.8045e-04) (hash(x)=35826333) +5904 train 3.272612 (lr=2.8036e-04) (hash(x)=39474099) +5905 train 3.198293 (lr=2.8027e-04) (hash(x)=39522857) +5906 train 3.215346 (lr=2.8018e-04) (hash(x)=42641047) +5907 train 3.178720 (lr=2.8009e-04) (hash(x)=40587033) +5908 train 3.191854 (lr=2.8000e-04) (hash(x)=36180714) +5909 train 2.991389 (lr=2.7991e-04) (hash(x)=47744965) +5910 train 3.021577 (lr=2.7982e-04) (hash(x)=39465230) +5911 train 3.016335 (lr=2.7973e-04) (hash(x)=40208709) +5912 train 3.012837 (lr=2.7964e-04) (hash(x)=37729343) +5913 train 3.049767 (lr=2.7955e-04) (hash(x)=42171419) +5914 train 2.986863 (lr=2.7946e-04) (hash(x)=38234577) +5915 train 2.983889 (lr=2.7937e-04) (hash(x)=39117433) +5916 train 3.014545 (lr=2.7928e-04) (hash(x)=35094634) +5917 train 3.002168 (lr=2.7919e-04) (hash(x)=37010541) +5918 train 2.967577 (lr=2.7910e-04) (hash(x)=39614871) +5919 train 3.012692 (lr=2.7901e-04) (hash(x)=42120552) +5920 train 2.948957 (lr=2.7892e-04) (hash(x)=37706585) +5921 train 3.074286 (lr=2.7883e-04) (hash(x)=38068078) +5922 train 3.267381 (lr=2.7874e-04) (hash(x)=39053452) +5923 train 3.217969 (lr=2.7865e-04) (hash(x)=43199229) +5924 train 3.215214 (lr=2.7856e-04) (hash(x)=44337770) +5925 train 3.278206 (lr=2.7847e-04) (hash(x)=38302663) +5926 train 3.224191 (lr=2.7838e-04) (hash(x)=40249979) +5927 train 3.184202 (lr=2.7829e-04) (hash(x)=39641970) +5928 train 3.255526 (lr=2.7821e-04) (hash(x)=40782540) +5929 train 3.231756 (lr=2.7812e-04) (hash(x)=51421789) +5930 train 3.266390 (lr=2.7803e-04) (hash(x)=41446658) +5931 train 3.281369 (lr=2.7794e-04) (hash(x)=39588039) +5932 train 3.229323 (lr=2.7785e-04) (hash(x)=47214227) +5933 train 3.327765 (lr=2.7776e-04) (hash(x)=39883095) +5934 train 3.301658 (lr=2.7767e-04) (hash(x)=40304208) +5935 train 3.254849 (lr=2.7758e-04) (hash(x)=42527081) +5936 train 3.287082 (lr=2.7749e-04) (hash(x)=36265546) +5937 train 3.259068 (lr=2.7740e-04) (hash(x)=42758895) +5938 train 3.328895 (lr=2.7731e-04) (hash(x)=36698130) +5939 train 3.226984 (lr=2.7722e-04) (hash(x)=37497198) +5940 train 3.242433 (lr=2.7713e-04) (hash(x)=36946687) +5941 train 3.248462 (lr=2.7704e-04) (hash(x)=40548362) +5942 train 3.320881 (lr=2.7695e-04) (hash(x)=39255110) +5943 train 3.232206 (lr=2.7686e-04) (hash(x)=39935294) +5944 train 3.315248 (lr=2.7677e-04) (hash(x)=44162401) +5945 train 3.258375 (lr=2.7668e-04) (hash(x)=41279521) +5946 train 3.134441 (lr=2.7659e-04) (hash(x)=33778878) +5947 train 3.205224 (lr=2.7650e-04) (hash(x)=43945955) +5948 train 3.208156 (lr=2.7641e-04) (hash(x)=40201655) +5949 train 3.206765 (lr=2.7632e-04) (hash(x)=38385721) 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(lr=2.5591e-04) (hash(x)=37498684) +6180 train 3.229045 (lr=2.5583e-04) (hash(x)=43820140) +6181 train 3.220294 (lr=2.5574e-04) (hash(x)=42742142) +6182 train 3.195938 (lr=2.5565e-04) (hash(x)=38917058) +6183 train 3.201932 (lr=2.5556e-04) (hash(x)=46795547) +6184 train 3.254386 (lr=2.5548e-04) (hash(x)=38198366) +6185 train 3.225423 (lr=2.5539e-04) (hash(x)=35720161) +6186 train 3.235150 (lr=2.5530e-04) (hash(x)=37278010) +6187 train 3.207791 (lr=2.5521e-04) (hash(x)=42333571) +6188 train 3.220815 (lr=2.5512e-04) (hash(x)=33668932) +6189 train 3.213431 (lr=2.5504e-04) (hash(x)=36428119) +6190 train 3.237533 (lr=2.5495e-04) (hash(x)=36631772) +6191 train 3.208915 (lr=2.5486e-04) (hash(x)=45783989) +6192 train 3.227254 (lr=2.5477e-04) (hash(x)=43623655) +6193 train 3.157505 (lr=2.5469e-04) (hash(x)=35320227) +6194 train 3.226188 (lr=2.5460e-04) (hash(x)=40854672) +6195 train 3.228948 (lr=2.5451e-04) (hash(x)=43597073) +6196 train 3.191315 (lr=2.5442e-04) (hash(x)=39591139) +6197 train 3.178425 (lr=2.5433e-04) (hash(x)=42064757) +6198 train 3.137483 (lr=2.5425e-04) (hash(x)=39327228) +6199 train 3.134633 (lr=2.5416e-04) (hash(x)=36221734) +6200 train 2.903751 (lr=2.5407e-04) (hash(x)=43620887) +6201 train 3.006153 (lr=2.5398e-04) (hash(x)=41382999) +6202 train 3.013829 (lr=2.5390e-04) (hash(x)=38615543) +6203 train 2.979947 (lr=2.5381e-04) (hash(x)=41294767) +6204 train 2.958905 (lr=2.5372e-04) (hash(x)=42597552) +6205 train 3.031244 (lr=2.5363e-04) (hash(x)=40657616) +6206 train 2.948425 (lr=2.5355e-04) (hash(x)=41357965) +6207 train 3.007016 (lr=2.5346e-04) (hash(x)=38043135) +6208 train 2.982233 (lr=2.5337e-04) (hash(x)=40386648) +6209 train 3.003032 (lr=2.5328e-04) (hash(x)=41638619) +6210 train 2.962544 (lr=2.5320e-04) (hash(x)=41021366) +6211 train 3.011794 (lr=2.5311e-04) (hash(x)=30180937) +6212 train 3.275083 (lr=2.5302e-04) (hash(x)=37679898) +6213 train 3.217795 (lr=2.5293e-04) (hash(x)=36808248) +6214 train 3.241265 (lr=2.5285e-04) (hash(x)=35613059) +6215 train 3.227718 (lr=2.5276e-04) (hash(x)=32609528) +6216 train 3.202148 (lr=2.5267e-04) (hash(x)=39234826) +6217 train 3.235453 (lr=2.5258e-04) (hash(x)=40575689) +6218 train 3.210047 (lr=2.5250e-04) (hash(x)=46933124) +6219 train 3.227673 (lr=2.5241e-04) (hash(x)=41729462) +6220 train 3.151653 (lr=2.5232e-04) (hash(x)=44028472) +6221 train 3.249084 (lr=2.5223e-04) (hash(x)=40293166) +6222 train 3.195968 (lr=2.5215e-04) (hash(x)=38898724) +6223 train 3.228280 (lr=2.5206e-04) (hash(x)=43295427) +6224 train 3.216059 (lr=2.5197e-04) (hash(x)=40719267) +6225 train 3.231034 (lr=2.5188e-04) (hash(x)=34776079) +6226 train 3.265606 (lr=2.5180e-04) (hash(x)=42731386) +6227 train 3.234095 (lr=2.5171e-04) (hash(x)=34779581) +6228 train 3.238662 (lr=2.5162e-04) (hash(x)=38141865) +6229 train 3.216052 (lr=2.5153e-04) (hash(x)=39984573) +6230 train 3.149292 (lr=2.5145e-04) (hash(x)=40070191) +6231 train 3.217126 (lr=2.5136e-04) (hash(x)=36748501) +6232 train 3.163779 (lr=2.5127e-04) (hash(x)=31018195) +6233 train 3.183090 (lr=2.5118e-04) (hash(x)=40922377) +6234 train 3.204863 (lr=2.5110e-04) (hash(x)=41818154) +6235 train 3.228833 (lr=2.5101e-04) (hash(x)=40466617) +6236 train 3.214005 (lr=2.5092e-04) (hash(x)=34688154) +6237 train 3.174839 (lr=2.5083e-04) (hash(x)=37626397) +6238 train 3.224556 (lr=2.5075e-04) (hash(x)=36958277) +6239 train 3.181254 (lr=2.5066e-04) (hash(x)=42171267) +6240 train 3.126140 (lr=2.5057e-04) (hash(x)=47459046) +6241 train 3.226838 (lr=2.5048e-04) (hash(x)=33134651) +6242 train 3.226730 (lr=2.5040e-04) (hash(x)=37083882) +6243 train 3.228698 (lr=2.5031e-04) (hash(x)=40421532) +6244 train 3.184956 (lr=2.5022e-04) (hash(x)=39762016) +6245 train 3.133458 (lr=2.5014e-04) (hash(x)=36877408) +6246 train 3.215265 (lr=2.5005e-04) (hash(x)=38576414) +6247 train 3.168333 (lr=2.4996e-04) (hash(x)=42217118) +6248 train 3.090256 (lr=2.4987e-04) (hash(x)=41157002) +6249 train 2.939002 (lr=2.4979e-04) (hash(x)=38326496) +6250 val loss 3.2084 +6250 val perplexity 24.7383 +6250 hella 0.2878 +6250 train 3.019775 (lr=2.4970e-04) (hash(x)=27469377) +6251 train 3.007258 (lr=2.4961e-04) (hash(x)=45819521) +6252 train 2.957312 (lr=2.4952e-04) (hash(x)=35520319) +6253 train 2.955284 (lr=2.4944e-04) (hash(x)=40778056) +6254 train 3.053545 (lr=2.4935e-04) (hash(x)=40239897) +6255 train 2.934943 (lr=2.4926e-04) (hash(x)=38605259) +6256 train 2.971785 (lr=2.4918e-04) (hash(x)=46845954) +6257 train 3.026738 (lr=2.4909e-04) (hash(x)=40167537) +6258 train 2.927910 (lr=2.4900e-04) (hash(x)=37917384) +6259 train 2.917968 (lr=2.4891e-04) (hash(x)=33771432) +6260 train 3.033805 (lr=2.4883e-04) (hash(x)=34987230) +6261 train 3.238625 (lr=2.4874e-04) (hash(x)=38870998) +6262 train 3.206624 (lr=2.4865e-04) (hash(x)=37476970) +6263 train 3.177530 (lr=2.4857e-04) (hash(x)=42412894) +6264 train 3.196294 (lr=2.4848e-04) (hash(x)=37777796) +6265 train 3.261384 (lr=2.4839e-04) (hash(x)=38318537) +6266 train 3.257610 (lr=2.4830e-04) (hash(x)=33560332) +6267 train 3.246448 (lr=2.4822e-04) (hash(x)=42876030) +6268 train 3.237352 (lr=2.4813e-04) (hash(x)=40993037) +6269 train 3.171313 (lr=2.4804e-04) (hash(x)=36139158) +6270 train 3.319721 (lr=2.4796e-04) (hash(x)=37685388) +6271 train 3.228210 (lr=2.4787e-04) (hash(x)=40414359) +6272 train 3.280866 (lr=2.4778e-04) (hash(x)=37201781) +6273 train 3.210878 (lr=2.4770e-04) (hash(x)=41254667) +6274 train 3.283509 (lr=2.4761e-04) (hash(x)=40299921) +6275 train 3.255497 (lr=2.4752e-04) (hash(x)=41145461) +6276 train 3.246498 (lr=2.4743e-04) (hash(x)=38853324) +6277 train 3.256954 (lr=2.4735e-04) (hash(x)=37277782) +6278 train 3.208150 (lr=2.4726e-04) (hash(x)=40012654) +6279 train 3.232002 (lr=2.4717e-04) (hash(x)=41276948) +6280 train 3.251636 (lr=2.4709e-04) (hash(x)=40462677) +6281 train 3.232365 (lr=2.4700e-04) (hash(x)=36330094) +6282 train 3.207991 (lr=2.4691e-04) (hash(x)=39180161) +6283 train 3.230688 (lr=2.4683e-04) (hash(x)=33853694) +6284 train 3.191491 (lr=2.4674e-04) (hash(x)=38670907) +6285 train 3.176688 (lr=2.4665e-04) (hash(x)=36950764) +6286 train 3.166334 (lr=2.4657e-04) (hash(x)=33335633) +6287 train 3.105333 (lr=2.4648e-04) (hash(x)=34222656) +6288 train 3.217154 (lr=2.4639e-04) (hash(x)=35135669) +6289 train 3.190797 (lr=2.4630e-04) (hash(x)=42884840) +6290 train 3.254778 (lr=2.4622e-04) (hash(x)=40694846) +6291 train 3.190786 (lr=2.4613e-04) (hash(x)=48206159) +6292 train 3.190537 (lr=2.4604e-04) (hash(x)=42195111) +6293 train 3.177891 (lr=2.4596e-04) (hash(x)=43266460) +6294 train 3.176793 (lr=2.4587e-04) (hash(x)=42250633) +6295 train 3.180042 (lr=2.4578e-04) (hash(x)=39531969) +6296 train 3.175375 (lr=2.4570e-04) (hash(x)=42627133) +6297 train 3.210725 (lr=2.4561e-04) (hash(x)=42300320) +6298 train 3.231784 (lr=2.4552e-04) (hash(x)=39962915) +6299 train 3.248704 (lr=2.4544e-04) (hash(x)=43401261) +6300 train 3.224877 (lr=2.4535e-04) (hash(x)=36469596) +6301 train 3.236329 (lr=2.4526e-04) (hash(x)=37186679) +6302 train 3.210663 (lr=2.4518e-04) (hash(x)=39309776) +6303 train 3.222665 (lr=2.4509e-04) (hash(x)=46742034) +6304 train 3.248560 (lr=2.4500e-04) (hash(x)=36484651) +6305 train 3.220302 (lr=2.4492e-04) (hash(x)=44987368) +6306 train 3.184630 (lr=2.4483e-04) (hash(x)=43099154) +6307 train 3.177279 (lr=2.4474e-04) (hash(x)=39557337) +6308 train 3.244879 (lr=2.4466e-04) (hash(x)=38245358) +6309 train 3.215732 (lr=2.4457e-04) (hash(x)=40216176) +6310 train 3.210024 (lr=2.4448e-04) (hash(x)=40025274) +6311 train 3.264590 (lr=2.4440e-04) (hash(x)=35002188) +6312 train 3.202291 (lr=2.4431e-04) (hash(x)=40976757) +6313 train 3.235227 (lr=2.4422e-04) (hash(x)=43796991) +6314 train 3.208278 (lr=2.4414e-04) (hash(x)=40529092) +6315 train 3.311797 (lr=2.4405e-04) (hash(x)=38607026) +6316 train 3.209624 (lr=2.4396e-04) (hash(x)=40151215) +6317 train 3.259105 (lr=2.4388e-04) (hash(x)=37658608) +6318 train 3.172589 (lr=2.4379e-04) (hash(x)=41556334) +6319 train 3.202705 (lr=2.4370e-04) (hash(x)=40788062) +6320 train 3.233633 (lr=2.4362e-04) (hash(x)=39465185) +6321 train 3.237301 (lr=2.4353e-04) (hash(x)=41279488) +6322 train 3.176522 (lr=2.4344e-04) (hash(x)=33676964) +6323 train 3.165401 (lr=2.4336e-04) (hash(x)=40292972) +6324 train 3.180407 (lr=2.4327e-04) (hash(x)=36876667) +6325 train 3.245189 (lr=2.4318e-04) (hash(x)=45623153) +6326 train 3.181452 (lr=2.4310e-04) (hash(x)=42464584) +6327 train 3.212503 (lr=2.4301e-04) (hash(x)=37317950) +6328 train 3.188234 (lr=2.4292e-04) (hash(x)=39712780) +6329 train 3.150464 (lr=2.4284e-04) (hash(x)=39710993) +6330 train 3.235092 (lr=2.4275e-04) (hash(x)=36810088) +6331 train 3.196451 (lr=2.4267e-04) (hash(x)=42760911) +6332 train 3.160273 (lr=2.4258e-04) (hash(x)=41389206) +6333 train 3.366017 (lr=2.4249e-04) (hash(x)=35443588) +6334 train 3.217633 (lr=2.4241e-04) (hash(x)=48286101) +6335 train 3.243047 (lr=2.4232e-04) (hash(x)=47232726) +6336 train 3.189478 (lr=2.4223e-04) (hash(x)=44641127) +6337 train 3.228831 (lr=2.4215e-04) (hash(x)=46285126) 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(hash(x)=37433062) +6356 train 3.275072 (lr=2.4051e-04) (hash(x)=41851393) +6357 train 3.232589 (lr=2.4042e-04) (hash(x)=39011562) +6358 train 3.219840 (lr=2.4034e-04) (hash(x)=42847827) +6359 train 3.213875 (lr=2.4025e-04) (hash(x)=40085688) +6360 train 3.188334 (lr=2.4016e-04) (hash(x)=41229580) +6361 train 3.152535 (lr=2.4008e-04) (hash(x)=36064315) +6362 train 3.233142 (lr=2.3999e-04) (hash(x)=42484835) +6363 train 3.196417 (lr=2.3990e-04) (hash(x)=37004652) +6364 train 3.276107 (lr=2.3982e-04) (hash(x)=45134127) +6365 train 3.171991 (lr=2.3973e-04) (hash(x)=34381499) +6366 train 3.188634 (lr=2.3965e-04) (hash(x)=27433993) +6367 train 3.222170 (lr=2.3956e-04) (hash(x)=38303893) +6368 train 3.191219 (lr=2.3947e-04) (hash(x)=38269915) +6369 train 3.218443 (lr=2.3939e-04) (hash(x)=44561604) +6370 train 3.342200 (lr=2.3930e-04) (hash(x)=33587258) +6371 train 3.191772 (lr=2.3922e-04) (hash(x)=44919407) +6372 train 3.204454 (lr=2.3913e-04) (hash(x)=42577114) +6373 train 3.254351 (lr=2.3904e-04) (hash(x)=38751747) +6374 train 3.257562 (lr=2.3896e-04) (hash(x)=34231391) +6375 train 3.226354 (lr=2.3887e-04) (hash(x)=38660888) +6376 train 3.223047 (lr=2.3879e-04) (hash(x)=36068791) +6377 train 3.194535 (lr=2.3870e-04) (hash(x)=39198459) +6378 train 3.302786 (lr=2.3861e-04) (hash(x)=41203480) +6379 train 3.217947 (lr=2.3853e-04) (hash(x)=38556784) +6380 train 3.227560 (lr=2.3844e-04) (hash(x)=44955588) +6381 train 3.243737 (lr=2.3836e-04) (hash(x)=36535960) +6382 train 3.213675 (lr=2.3827e-04) (hash(x)=36555347) +6383 train 3.194185 (lr=2.3818e-04) (hash(x)=38210046) +6384 train 3.236034 (lr=2.3810e-04) (hash(x)=37813675) +6385 train 3.279265 (lr=2.3801e-04) (hash(x)=39630894) +6386 train 3.216835 (lr=2.3793e-04) (hash(x)=35750990) +6387 train 3.205315 (lr=2.3784e-04) (hash(x)=38692441) +6388 train 3.248099 (lr=2.3775e-04) (hash(x)=43925924) +6389 train 3.238878 (lr=2.3767e-04) (hash(x)=40379240) +6390 train 3.202893 (lr=2.3758e-04) (hash(x)=41041305) +6391 train 3.182770 (lr=2.3750e-04) (hash(x)=38604098) +6392 train 3.176813 (lr=2.3741e-04) (hash(x)=39741344) +6393 train 3.133011 (lr=2.3733e-04) (hash(x)=43501484) +6394 train 3.122744 (lr=2.3724e-04) (hash(x)=40057008) +6395 train 3.230952 (lr=2.3715e-04) (hash(x)=30483499) +6396 train 3.231260 (lr=2.3707e-04) (hash(x)=49500464) +6397 train 3.163537 (lr=2.3698e-04) (hash(x)=43461003) +6398 train 3.119048 (lr=2.3690e-04) (hash(x)=46346425) +6399 train 3.202186 (lr=2.3681e-04) (hash(x)=39384205) +6400 train 3.113997 (lr=2.3673e-04) (hash(x)=41420942) +6401 train 3.197468 (lr=2.3664e-04) (hash(x)=40242738) +6402 train 3.211006 (lr=2.3655e-04) (hash(x)=40507018) +6403 train 3.169829 (lr=2.3647e-04) (hash(x)=38230810) +6404 train 3.214306 (lr=2.3638e-04) (hash(x)=41293185) +6405 train 3.168794 (lr=2.3630e-04) (hash(x)=38553544) +6406 train 3.185667 (lr=2.3621e-04) (hash(x)=42841791) +6407 train 3.228861 (lr=2.3613e-04) (hash(x)=42134998) +6408 train 3.184261 (lr=2.3604e-04) (hash(x)=36639520) 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3.205921 (lr=2.3143e-04) (hash(x)=42101933) +6463 train 3.250944 (lr=2.3135e-04) (hash(x)=38237700) +6464 train 3.287982 (lr=2.3126e-04) (hash(x)=40565898) +6465 train 3.222483 (lr=2.3118e-04) (hash(x)=57406815) +6466 train 3.224669 (lr=2.3109e-04) (hash(x)=37327137) +6467 train 3.144410 (lr=2.3101e-04) (hash(x)=44946307) +6468 train 3.187029 (lr=2.3092e-04) (hash(x)=37577369) +6469 train 3.172865 (lr=2.3084e-04) (hash(x)=32948400) +6470 train 3.160602 (lr=2.3075e-04) (hash(x)=40768625) +6471 train 3.200103 (lr=2.3067e-04) (hash(x)=36125371) +6472 train 3.175454 (lr=2.3058e-04) (hash(x)=46964252) +6473 train 3.178888 (lr=2.3050e-04) (hash(x)=40947200) +6474 train 3.210180 (lr=2.3041e-04) (hash(x)=41649815) +6475 train 3.179167 (lr=2.3033e-04) (hash(x)=37083460) +6476 train 3.116962 (lr=2.3024e-04) (hash(x)=50984589) +6477 train 3.148361 (lr=2.3016e-04) (hash(x)=45546076) +6478 train 3.199862 (lr=2.3007e-04) (hash(x)=38923082) +6479 train 3.177247 (lr=2.2999e-04) (hash(x)=39840905) 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(hash(x)=45985390) +6498 train 3.276755 (lr=2.2838e-04) (hash(x)=42410475) +6499 train 3.218993 (lr=2.2829e-04) (hash(x)=42306597) +6500 val loss 3.1889 +6500 val perplexity 24.2608 +6500 hella 0.2871 +6500 train 3.228855 (lr=2.2821e-04) (hash(x)=40933420) +6501 train 3.265890 (lr=2.2812e-04) (hash(x)=37619262) +6502 train 3.190729 (lr=2.2804e-04) (hash(x)=41691531) +6503 train 3.188003 (lr=2.2795e-04) (hash(x)=45534585) +6504 train 3.159636 (lr=2.2787e-04) (hash(x)=50601846) +6505 train 3.182741 (lr=2.2778e-04) (hash(x)=37379935) +6506 train 3.151019 (lr=2.2770e-04) (hash(x)=40489593) +6507 train 3.176182 (lr=2.2762e-04) (hash(x)=39230055) +6508 train 3.151117 (lr=2.2753e-04) (hash(x)=32163832) +6509 train 3.130518 (lr=2.2745e-04) (hash(x)=37841659) +6510 train 3.175502 (lr=2.2736e-04) (hash(x)=42692699) +6511 train 3.181790 (lr=2.2728e-04) (hash(x)=38170839) +6512 train 3.201192 (lr=2.2719e-04) (hash(x)=37634084) +6513 train 3.201376 (lr=2.2711e-04) (hash(x)=35425887) +6514 train 3.171575 (lr=2.2702e-04) (hash(x)=39223927) +6515 train 3.206321 (lr=2.2694e-04) (hash(x)=46102643) +6516 train 3.224643 (lr=2.2685e-04) (hash(x)=43492061) +6517 train 3.204195 (lr=2.2677e-04) (hash(x)=40509105) +6518 train 3.208331 (lr=2.2669e-04) (hash(x)=35989821) +6519 train 3.192230 (lr=2.2660e-04) (hash(x)=36099938) +6520 train 3.284783 (lr=2.2652e-04) (hash(x)=47519731) +6521 train 3.196579 (lr=2.2643e-04) (hash(x)=41182648) +6522 train 3.219520 (lr=2.2635e-04) (hash(x)=38223234) +6523 train 3.223561 (lr=2.2626e-04) (hash(x)=44314537) +6524 train 3.288659 (lr=2.2618e-04) (hash(x)=37689931) +6525 train 3.237611 (lr=2.2610e-04) (hash(x)=40933170) +6526 train 3.242869 (lr=2.2601e-04) (hash(x)=44346547) +6527 train 3.228215 (lr=2.2593e-04) (hash(x)=40870894) +6528 train 3.253770 (lr=2.2584e-04) (hash(x)=40077994) +6529 train 3.253688 (lr=2.2576e-04) (hash(x)=39340402) +6530 train 3.240670 (lr=2.2567e-04) (hash(x)=41877720) +6531 train 3.205801 (lr=2.2559e-04) (hash(x)=42246320) 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(lr=2.2256e-04) (hash(x)=42155032) +6568 train 3.237255 (lr=2.2248e-04) (hash(x)=37982512) +6569 train 3.218757 (lr=2.2240e-04) (hash(x)=41296966) +6570 train 3.256703 (lr=2.2231e-04) (hash(x)=42148208) +6571 train 3.302812 (lr=2.2223e-04) (hash(x)=36439000) +6572 train 3.271258 (lr=2.2215e-04) (hash(x)=35261229) +6573 train 3.236089 (lr=2.2206e-04) (hash(x)=42538520) +6574 train 3.210479 (lr=2.2198e-04) (hash(x)=38391390) +6575 train 3.198242 (lr=2.2189e-04) (hash(x)=40477492) +6576 train 3.125898 (lr=2.2181e-04) (hash(x)=47947196) +6577 train 3.144509 (lr=2.2173e-04) (hash(x)=44295698) +6578 train 3.155906 (lr=2.2164e-04) (hash(x)=41849445) +6579 train 3.171804 (lr=2.2156e-04) (hash(x)=40418032) +6580 train 3.112719 (lr=2.2148e-04) (hash(x)=34917924) +6581 train 3.179841 (lr=2.2139e-04) (hash(x)=37768924) +6582 train 3.170882 (lr=2.2131e-04) (hash(x)=42195374) +6583 train 3.218407 (lr=2.2123e-04) (hash(x)=37854814) +6584 train 3.131263 (lr=2.2114e-04) (hash(x)=39715800) +6585 train 3.143033 (lr=2.2106e-04) (hash(x)=38318396) +6586 train 3.147816 (lr=2.2097e-04) (hash(x)=39971310) +6587 train 3.161415 (lr=2.2089e-04) (hash(x)=46030737) +6588 train 3.239905 (lr=2.2081e-04) (hash(x)=47935073) +6589 train 3.165820 (lr=2.2072e-04) (hash(x)=42111623) +6590 train 3.241017 (lr=2.2064e-04) (hash(x)=41831137) +6591 train 3.244149 (lr=2.2056e-04) (hash(x)=41385522) +6592 train 3.214279 (lr=2.2047e-04) (hash(x)=41227100) +6593 train 3.284357 (lr=2.2039e-04) (hash(x)=39010919) +6594 train 3.210554 (lr=2.2031e-04) (hash(x)=41375651) +6595 train 3.202991 (lr=2.2022e-04) (hash(x)=34079889) +6596 train 3.194180 (lr=2.2014e-04) (hash(x)=40268070) +6597 train 3.202303 (lr=2.2006e-04) (hash(x)=45890925) +6598 train 3.229324 (lr=2.1997e-04) (hash(x)=38814099) +6599 train 3.243129 (lr=2.1989e-04) (hash(x)=42506394) +6600 train 3.271340 (lr=2.1981e-04) (hash(x)=37043774) +6601 train 3.177320 (lr=2.1972e-04) (hash(x)=39220627) +6602 train 3.236701 (lr=2.1964e-04) (hash(x)=39605131) 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(lr=2.1665e-04) (hash(x)=49811180) +6639 train 3.195211 (lr=2.1656e-04) (hash(x)=41274568) +6640 train 3.224428 (lr=2.1648e-04) (hash(x)=39322372) +6641 train 3.226665 (lr=2.1640e-04) (hash(x)=40032652) +6642 train 3.181506 (lr=2.1631e-04) (hash(x)=40498223) +6643 train 3.211716 (lr=2.1623e-04) (hash(x)=41597940) +6644 train 3.178259 (lr=2.1615e-04) (hash(x)=37355087) +6645 train 3.226121 (lr=2.1607e-04) (hash(x)=39277324) +6646 train 3.220550 (lr=2.1598e-04) (hash(x)=43388459) +6647 train 3.172101 (lr=2.1590e-04) (hash(x)=38184833) +6648 train 3.181348 (lr=2.1582e-04) (hash(x)=40620814) +6649 train 3.186900 (lr=2.1573e-04) (hash(x)=38600727) +6650 train 3.135947 (lr=2.1565e-04) (hash(x)=36963823) +6651 train 3.166001 (lr=2.1557e-04) (hash(x)=36739408) +6652 train 3.235810 (lr=2.1549e-04) (hash(x)=40605910) +6653 train 3.199991 (lr=2.1540e-04) (hash(x)=36909073) +6654 train 3.155285 (lr=2.1532e-04) (hash(x)=39218782) +6655 train 3.268229 (lr=2.1524e-04) (hash(x)=36897203) +6656 train 3.151253 (lr=2.1516e-04) (hash(x)=39034111) +6657 train 3.167687 (lr=2.1507e-04) (hash(x)=38943280) +6658 train 3.123868 (lr=2.1499e-04) (hash(x)=36972852) +6659 train 3.281612 (lr=2.1491e-04) (hash(x)=44158658) +6660 train 3.137654 (lr=2.1482e-04) (hash(x)=43739625) +6661 train 3.195234 (lr=2.1474e-04) (hash(x)=38467086) +6662 train 3.196345 (lr=2.1466e-04) (hash(x)=38159372) +6663 train 3.233299 (lr=2.1458e-04) (hash(x)=38566599) +6664 train 3.262472 (lr=2.1449e-04) (hash(x)=43101568) +6665 train 3.145568 (lr=2.1441e-04) (hash(x)=35884250) +6666 train 3.231837 (lr=2.1433e-04) (hash(x)=35165085) +6667 train 3.275350 (lr=2.1425e-04) (hash(x)=49885832) +6668 train 3.218001 (lr=2.1416e-04) (hash(x)=38683635) +6669 train 3.198776 (lr=2.1408e-04) (hash(x)=42816454) +6670 train 3.178580 (lr=2.1400e-04) (hash(x)=44866137) +6671 train 3.237214 (lr=2.1392e-04) (hash(x)=42232517) +6672 train 3.196007 (lr=2.1383e-04) (hash(x)=40107117) +6673 train 3.225628 (lr=2.1375e-04) (hash(x)=37951033) 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(hash(x)=36671522) +6692 train 3.169835 (lr=2.1219e-04) (hash(x)=36567012) +6693 train 3.152391 (lr=2.1211e-04) (hash(x)=41706473) +6694 train 3.163522 (lr=2.1202e-04) (hash(x)=40322325) +6695 train 3.064215 (lr=2.1194e-04) (hash(x)=40785021) +6696 train 3.210732 (lr=2.1186e-04) (hash(x)=38107325) +6697 train 3.228799 (lr=2.1178e-04) (hash(x)=44537217) +6698 train 3.278039 (lr=2.1169e-04) (hash(x)=51117973) +6699 train 3.273072 (lr=2.1161e-04) (hash(x)=33815876) +6700 train 3.267252 (lr=2.1153e-04) (hash(x)=38940795) +6701 train 3.226022 (lr=2.1145e-04) (hash(x)=42558063) +6702 train 3.197835 (lr=2.1137e-04) (hash(x)=43865925) +6703 train 3.225472 (lr=2.1128e-04) (hash(x)=43407295) +6704 train 3.274598 (lr=2.1120e-04) (hash(x)=40505447) +6705 train 3.219760 (lr=2.1112e-04) (hash(x)=37080578) +6706 train 3.213008 (lr=2.1104e-04) (hash(x)=40147824) +6707 train 3.242231 (lr=2.1096e-04) (hash(x)=40999734) +6708 train 3.203574 (lr=2.1087e-04) (hash(x)=39317204) +6709 train 3.221736 (lr=2.1079e-04) (hash(x)=39049604) +6710 train 3.220995 (lr=2.1071e-04) (hash(x)=36720410) +6711 train 3.254658 (lr=2.1063e-04) (hash(x)=36441139) +6712 train 3.277875 (lr=2.1055e-04) (hash(x)=43982863) +6713 train 3.205871 (lr=2.1046e-04) (hash(x)=35542905) +6714 train 3.202872 (lr=2.1038e-04) (hash(x)=47921869) +6715 train 3.233926 (lr=2.1030e-04) (hash(x)=41045154) +6716 train 3.238766 (lr=2.1022e-04) (hash(x)=38700465) +6717 train 3.234044 (lr=2.1014e-04) (hash(x)=38565734) +6718 train 3.197984 (lr=2.1005e-04) (hash(x)=42538307) +6719 train 3.157431 (lr=2.0997e-04) (hash(x)=43114835) +6720 train 3.162934 (lr=2.0989e-04) (hash(x)=37451651) +6721 train 3.130948 (lr=2.0981e-04) (hash(x)=43933804) +6722 train 3.209306 (lr=2.0973e-04) (hash(x)=44425403) +6723 train 3.085367 (lr=2.0965e-04) (hash(x)=38756899) +6724 train 3.139759 (lr=2.0956e-04) (hash(x)=38447216) +6725 train 3.133104 (lr=2.0948e-04) (hash(x)=41124059) +6726 train 3.134028 (lr=2.0940e-04) (hash(x)=39907897) +6727 train 3.124470 (lr=2.0932e-04) (hash(x)=38879288) +6728 train 3.175130 (lr=2.0924e-04) (hash(x)=41751129) +6729 train 3.152153 (lr=2.0916e-04) (hash(x)=39315284) +6730 train 3.191050 (lr=2.0907e-04) (hash(x)=38111990) +6731 train 3.233786 (lr=2.0899e-04) (hash(x)=38077145) +6732 train 3.208367 (lr=2.0891e-04) (hash(x)=36744647) +6733 train 3.202038 (lr=2.0883e-04) (hash(x)=34889806) +6734 train 3.169146 (lr=2.0875e-04) (hash(x)=43913428) +6735 train 3.201807 (lr=2.0867e-04) (hash(x)=38930377) +6736 train 3.305957 (lr=2.0858e-04) (hash(x)=41887169) +6737 train 3.095231 (lr=2.0850e-04) (hash(x)=44198666) +6738 train 3.174411 (lr=2.0842e-04) (hash(x)=48208592) +6739 train 3.190947 (lr=2.0834e-04) (hash(x)=38905022) +6740 train 3.184847 (lr=2.0826e-04) (hash(x)=37415166) +6741 train 3.201995 (lr=2.0818e-04) (hash(x)=33146838) +6742 train 3.163901 (lr=2.0809e-04) (hash(x)=37337203) +6743 train 3.211661 (lr=2.0801e-04) (hash(x)=37775106) +6744 train 3.219409 (lr=2.0793e-04) (hash(x)=41195944) 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(lr=2.0655e-04) (hash(x)=38691464) +6762 train 3.190738 (lr=2.0647e-04) (hash(x)=45820065) +6763 train 3.219792 (lr=2.0639e-04) (hash(x)=41541112) +6764 train 3.203905 (lr=2.0630e-04) (hash(x)=39981589) +6765 train 3.185204 (lr=2.0622e-04) (hash(x)=39032819) +6766 train 3.121183 (lr=2.0614e-04) (hash(x)=37737441) +6767 train 3.147164 (lr=2.0606e-04) (hash(x)=48085864) +6768 train 3.167538 (lr=2.0598e-04) (hash(x)=36441032) +6769 train 3.142970 (lr=2.0590e-04) (hash(x)=42819322) +6770 train 3.197287 (lr=2.0582e-04) (hash(x)=32918637) +6771 train 3.224217 (lr=2.0574e-04) (hash(x)=38985334) +6772 train 3.089302 (lr=2.0566e-04) (hash(x)=39939690) +6773 train 3.171881 (lr=2.0557e-04) (hash(x)=39996986) +6774 train 3.172348 (lr=2.0549e-04) (hash(x)=36555188) +6775 train 3.148458 (lr=2.0541e-04) (hash(x)=43609283) +6776 train 3.215920 (lr=2.0533e-04) (hash(x)=39384576) +6777 train 3.180752 (lr=2.0525e-04) (hash(x)=43207478) +6778 train 3.171528 (lr=2.0517e-04) (hash(x)=42915094) +6779 train 3.194911 (lr=2.0509e-04) (hash(x)=42658512) +6780 train 3.171008 (lr=2.0501e-04) (hash(x)=42839328) +6781 train 3.176720 (lr=2.0493e-04) (hash(x)=37505804) +6782 train 3.226221 (lr=2.0485e-04) (hash(x)=43214835) +6783 train 3.235176 (lr=2.0476e-04) (hash(x)=39895259) +6784 train 3.235087 (lr=2.0468e-04) (hash(x)=40181090) +6785 train 3.212555 (lr=2.0460e-04) (hash(x)=41302644) +6786 train 3.215378 (lr=2.0452e-04) (hash(x)=36647936) +6787 train 3.228858 (lr=2.0444e-04) (hash(x)=35806874) +6788 train 3.220694 (lr=2.0436e-04) (hash(x)=45037215) +6789 train 3.208495 (lr=2.0428e-04) (hash(x)=40018013) +6790 train 3.238952 (lr=2.0420e-04) (hash(x)=37416019) +6791 train 3.216141 (lr=2.0412e-04) (hash(x)=41920508) +6792 train 3.271216 (lr=2.0404e-04) (hash(x)=42561563) +6793 train 3.160470 (lr=2.0396e-04) (hash(x)=38668379) +6794 train 3.199194 (lr=2.0387e-04) (hash(x)=35203539) +6795 train 3.164627 (lr=2.0379e-04) (hash(x)=45140264) +6796 train 3.241164 (lr=2.0371e-04) (hash(x)=35939224) 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(hash(x)=29878025) +6815 train 3.219299 (lr=2.0218e-04) (hash(x)=42046825) +6816 train 3.198050 (lr=2.0210e-04) (hash(x)=42051008) +6817 train 3.158548 (lr=2.0202e-04) (hash(x)=40602058) +6818 train 3.228660 (lr=2.0194e-04) (hash(x)=40246961) +6819 train 3.222624 (lr=2.0186e-04) (hash(x)=38101334) +6820 train 3.217658 (lr=2.0178e-04) (hash(x)=36981722) +6821 train 3.227454 (lr=2.0170e-04) (hash(x)=35562917) +6822 train 3.319903 (lr=2.0162e-04) (hash(x)=40930654) +6823 train 3.188115 (lr=2.0154e-04) (hash(x)=39701698) +6824 train 3.232600 (lr=2.0146e-04) (hash(x)=45034797) +6825 train 3.232560 (lr=2.0138e-04) (hash(x)=33998925) +6826 train 3.165704 (lr=2.0130e-04) (hash(x)=41088865) +6827 train 3.226831 (lr=2.0122e-04) (hash(x)=39870234) +6828 train 3.192091 (lr=2.0114e-04) (hash(x)=41850315) +6829 train 3.221669 (lr=2.0106e-04) (hash(x)=33555043) +6830 train 3.254885 (lr=2.0098e-04) (hash(x)=40431266) +6831 train 3.211386 (lr=2.0090e-04) (hash(x)=31504386) +6832 train 3.193459 (lr=2.0082e-04) (hash(x)=35118435) +6833 train 3.116848 (lr=2.0074e-04) (hash(x)=41568314) +6834 train 3.191502 (lr=2.0066e-04) (hash(x)=46121551) +6835 train 3.154721 (lr=2.0058e-04) (hash(x)=36834889) +6836 train 3.187026 (lr=2.0050e-04) (hash(x)=36400747) +6837 train 3.184211 (lr=2.0042e-04) (hash(x)=40050064) +6838 train 3.196096 (lr=2.0033e-04) (hash(x)=40806704) +6839 train 3.161008 (lr=2.0025e-04) (hash(x)=41100544) +6840 train 3.186685 (lr=2.0017e-04) (hash(x)=41669045) +6841 train 3.155695 (lr=2.0009e-04) (hash(x)=40697287) +6842 train 3.178771 (lr=2.0001e-04) (hash(x)=38545554) +6843 train 3.215721 (lr=1.9993e-04) (hash(x)=39619178) +6844 train 3.150730 (lr=1.9985e-04) (hash(x)=40940715) +6845 train 3.125098 (lr=1.9977e-04) (hash(x)=35461935) +6846 train 3.167138 (lr=1.9969e-04) (hash(x)=45200127) +6847 train 3.147570 (lr=1.9961e-04) (hash(x)=35652691) +6848 train 3.279897 (lr=1.9953e-04) (hash(x)=41012290) +6849 train 3.203850 (lr=1.9945e-04) (hash(x)=37521330) +6850 train 3.246254 (lr=1.9937e-04) (hash(x)=41807410) +6851 train 3.231576 (lr=1.9929e-04) (hash(x)=40334823) +6852 train 3.210762 (lr=1.9921e-04) (hash(x)=38054483) +6853 train 3.184916 (lr=1.9913e-04) (hash(x)=41744406) +6854 train 3.189452 (lr=1.9905e-04) (hash(x)=40165729) +6855 train 3.183733 (lr=1.9897e-04) (hash(x)=42538211) +6856 train 3.143329 (lr=1.9890e-04) (hash(x)=37609450) +6857 train 3.200789 (lr=1.9882e-04) (hash(x)=38335922) +6858 train 3.210666 (lr=1.9874e-04) (hash(x)=39726642) +6859 train 3.198679 (lr=1.9866e-04) (hash(x)=46457154) +6860 train 3.192915 (lr=1.9858e-04) (hash(x)=35790803) +6861 train 3.295687 (lr=1.9850e-04) (hash(x)=35808749) +6862 train 3.264424 (lr=1.9842e-04) (hash(x)=39438859) +6863 train 3.223334 (lr=1.9834e-04) (hash(x)=40499387) +6864 train 3.213119 (lr=1.9826e-04) (hash(x)=39197259) +6865 train 3.262804 (lr=1.9818e-04) (hash(x)=32732987) +6866 train 3.240393 (lr=1.9810e-04) (hash(x)=42486196) +6867 train 3.210241 (lr=1.9802e-04) (hash(x)=39890025) 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3.170844 (lr=1.8818e-04) (hash(x)=37561298) +6993 train 3.165834 (lr=1.8810e-04) (hash(x)=41076225) +6994 train 3.215735 (lr=1.8802e-04) (hash(x)=39433170) +6995 train 3.208504 (lr=1.8794e-04) (hash(x)=34637922) +6996 train 3.197667 (lr=1.8787e-04) (hash(x)=37191851) +6997 train 3.172756 (lr=1.8779e-04) (hash(x)=45223469) +6998 train 3.219198 (lr=1.8771e-04) (hash(x)=38156108) +6999 train 3.205801 (lr=1.8763e-04) (hash(x)=41694902) +7000 val loss 3.1706 +7000 val perplexity 23.8227 +7000 hella 0.2898 +7000 train 3.191048 (lr=1.8756e-04) (hash(x)=39196017) +7001 train 3.228208 (lr=1.8748e-04) (hash(x)=40697798) +7002 train 3.216321 (lr=1.8740e-04) (hash(x)=39172976) +7003 train 3.232540 (lr=1.8732e-04) (hash(x)=34387943) +7004 train 3.171489 (lr=1.8724e-04) (hash(x)=40787302) +7005 train 3.212581 (lr=1.8717e-04) (hash(x)=34790060) +7006 train 3.201415 (lr=1.8709e-04) (hash(x)=38360199) +7007 train 3.209984 (lr=1.8701e-04) (hash(x)=41808996) +7008 train 3.188887 (lr=1.8693e-04) 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3.201643 (lr=1.6440e-04) (hash(x)=39556207) +7310 train 3.139578 (lr=1.6432e-04) (hash(x)=42396519) +7311 train 3.186133 (lr=1.6425e-04) (hash(x)=38220127) +7312 train 3.130512 (lr=1.6418e-04) (hash(x)=53505907) +7313 train 3.173443 (lr=1.6411e-04) (hash(x)=39278164) +7314 train 3.247651 (lr=1.6404e-04) (hash(x)=37185452) +7315 train 3.157204 (lr=1.6396e-04) (hash(x)=38950484) +7316 train 3.272678 (lr=1.6389e-04) (hash(x)=40230436) +7317 train 3.147674 (lr=1.6382e-04) (hash(x)=38626125) +7318 train 3.151399 (lr=1.6375e-04) (hash(x)=41403276) +7319 train 3.119860 (lr=1.6368e-04) (hash(x)=44049461) +7320 train 3.179644 (lr=1.6360e-04) (hash(x)=32219297) +7321 train 3.165787 (lr=1.6353e-04) (hash(x)=40964946) +7322 train 3.098895 (lr=1.6346e-04) (hash(x)=36080277) +7323 train 3.171008 (lr=1.6339e-04) (hash(x)=42019384) +7324 train 3.182703 (lr=1.6332e-04) (hash(x)=36873349) +7325 train 3.203785 (lr=1.6324e-04) (hash(x)=52671935) +7326 train 3.203122 (lr=1.6317e-04) (hash(x)=42152222) 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(lr=1.6060e-04) (hash(x)=40614746) +7363 train 3.212070 (lr=1.6053e-04) (hash(x)=34422524) +7364 train 3.155640 (lr=1.6046e-04) (hash(x)=41713987) +7365 train 3.175779 (lr=1.6039e-04) (hash(x)=45398439) +7366 train 3.184005 (lr=1.6031e-04) (hash(x)=40064620) +7367 train 3.156325 (lr=1.6024e-04) (hash(x)=38137172) +7368 train 3.174603 (lr=1.6017e-04) (hash(x)=43185773) +7369 train 3.246436 (lr=1.6010e-04) (hash(x)=37528483) +7370 train 3.150784 (lr=1.6003e-04) (hash(x)=47418502) +7371 train 3.152873 (lr=1.5996e-04) (hash(x)=39706845) +7372 train 3.177850 (lr=1.5989e-04) (hash(x)=37434680) +7373 train 3.193015 (lr=1.5982e-04) (hash(x)=39268027) +7374 train 3.234449 (lr=1.5975e-04) (hash(x)=39367276) +7375 train 3.168846 (lr=1.5968e-04) (hash(x)=39868467) +7376 train 3.181118 (lr=1.5960e-04) (hash(x)=45119299) +7377 train 3.196143 (lr=1.5953e-04) (hash(x)=38389071) +7378 train 3.279761 (lr=1.5946e-04) (hash(x)=40479337) +7379 train 3.197648 (lr=1.5939e-04) (hash(x)=39076799) +7380 train 3.167360 (lr=1.5932e-04) (hash(x)=42438779) +7381 train 3.263984 (lr=1.5925e-04) (hash(x)=37020372) +7382 train 3.197130 (lr=1.5918e-04) (hash(x)=41614949) +7383 train 3.232495 (lr=1.5911e-04) (hash(x)=33519516) +7384 train 3.142125 (lr=1.5904e-04) (hash(x)=44295180) +7385 train 3.192050 (lr=1.5897e-04) (hash(x)=40832351) +7386 train 3.143222 (lr=1.5890e-04) (hash(x)=40670978) +7387 train 3.112285 (lr=1.5883e-04) (hash(x)=37798247) +7388 train 3.170444 (lr=1.5876e-04) (hash(x)=37353887) +7389 train 3.182441 (lr=1.5869e-04) (hash(x)=36027758) +7390 train 3.148904 (lr=1.5861e-04) (hash(x)=35562862) +7391 train 3.166546 (lr=1.5854e-04) (hash(x)=32126798) +7392 train 3.129050 (lr=1.5847e-04) (hash(x)=38356196) +7393 train 3.158628 (lr=1.5840e-04) (hash(x)=37297784) +7394 train 3.149679 (lr=1.5833e-04) (hash(x)=36806134) +7395 train 3.169344 (lr=1.5826e-04) (hash(x)=38820377) +7396 train 3.235310 (lr=1.5819e-04) (hash(x)=40305866) +7397 train 3.155801 (lr=1.5812e-04) (hash(x)=39903374) 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(lr=1.5560e-04) (hash(x)=45385701) +7434 train 3.203733 (lr=1.5553e-04) (hash(x)=36605682) +7435 train 3.246186 (lr=1.5546e-04) (hash(x)=41580782) +7436 train 3.233888 (lr=1.5539e-04) (hash(x)=37264088) +7437 train 3.171572 (lr=1.5532e-04) (hash(x)=42191850) +7438 train 3.137466 (lr=1.5525e-04) (hash(x)=36444755) +7439 train 3.261070 (lr=1.5518e-04) (hash(x)=37874332) +7440 train 3.196811 (lr=1.5511e-04) (hash(x)=40247263) +7441 train 3.148209 (lr=1.5504e-04) (hash(x)=38224454) +7442 train 3.172421 (lr=1.5497e-04) (hash(x)=36960026) +7443 train 3.160095 (lr=1.5490e-04) (hash(x)=36983160) +7444 train 3.218365 (lr=1.5483e-04) (hash(x)=39054005) +7445 train 3.232802 (lr=1.5476e-04) (hash(x)=36822939) +7446 train 3.180228 (lr=1.5469e-04) (hash(x)=28012105) +7447 train 3.168362 (lr=1.5462e-04) (hash(x)=42272412) +7448 train 3.221645 (lr=1.5455e-04) (hash(x)=38678242) +7449 train 3.206787 (lr=1.5448e-04) (hash(x)=36361931) +7450 train 3.156485 (lr=1.5441e-04) (hash(x)=38379014) +7451 train 3.140975 (lr=1.5435e-04) (hash(x)=36000567) +7452 train 3.153316 (lr=1.5428e-04) (hash(x)=34071401) +7453 train 3.131091 (lr=1.5421e-04) (hash(x)=32747657) +7454 train 3.172249 (lr=1.5414e-04) (hash(x)=38954210) +7455 train 3.176006 (lr=1.5407e-04) (hash(x)=39271495) +7456 train 3.182698 (lr=1.5400e-04) (hash(x)=40623457) +7457 train 3.158332 (lr=1.5393e-04) (hash(x)=39874796) +7458 train 3.183633 (lr=1.5386e-04) (hash(x)=71710103) +7459 train 3.158996 (lr=1.5379e-04) (hash(x)=42251796) +7460 train 3.078798 (lr=1.5372e-04) (hash(x)=33142691) +7461 train 3.205232 (lr=1.5365e-04) (hash(x)=38268426) +7462 train 3.138052 (lr=1.5358e-04) (hash(x)=42822946) +7463 train 3.158375 (lr=1.5351e-04) (hash(x)=33418524) +7464 train 3.206570 (lr=1.5345e-04) (hash(x)=35058040) +7465 train 3.133178 (lr=1.5338e-04) (hash(x)=38194199) +7466 train 3.180271 (lr=1.5331e-04) (hash(x)=42765208) +7467 train 3.174982 (lr=1.5324e-04) (hash(x)=43076946) +7468 train 3.158185 (lr=1.5317e-04) (hash(x)=41427071) 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(hash(x)=40781377) +7487 train 3.184272 (lr=1.5186e-04) (hash(x)=39978495) +7488 train 3.148907 (lr=1.5179e-04) (hash(x)=32933759) +7489 train 3.160824 (lr=1.5172e-04) (hash(x)=40821588) +7490 train 3.108647 (lr=1.5165e-04) (hash(x)=42875041) +7491 train 3.157914 (lr=1.5159e-04) (hash(x)=41221658) +7492 train 3.211228 (lr=1.5152e-04) (hash(x)=34975616) +7493 train 3.241983 (lr=1.5145e-04) (hash(x)=38261944) +7494 train 3.130320 (lr=1.5138e-04) (hash(x)=32254111) +7495 train 3.172540 (lr=1.5131e-04) (hash(x)=33728126) +7496 train 3.029967 (lr=1.5124e-04) (hash(x)=33478671) +7497 train 3.159959 (lr=1.5118e-04) (hash(x)=39039914) +7498 train 3.182964 (lr=1.5111e-04) (hash(x)=36126075) +7499 train 3.208233 (lr=1.5104e-04) (hash(x)=41322702) +7500 val loss 3.1555 +7500 val perplexity 23.4640 +7500 hella 0.2901 +7500 train 3.135028 (lr=1.5097e-04) (hash(x)=45139629) +7501 train 3.158101 (lr=1.5090e-04) (hash(x)=40085918) +7502 train 3.201095 (lr=1.5083e-04) (hash(x)=39437218) +7503 train 3.169916 (lr=1.5076e-04) (hash(x)=38902640) +7504 train 3.124166 (lr=1.5070e-04) (hash(x)=40916546) +7505 train 3.166624 (lr=1.5063e-04) (hash(x)=38766569) +7506 train 3.132630 (lr=1.5056e-04) (hash(x)=44673131) +7507 train 3.171134 (lr=1.5049e-04) (hash(x)=41810941) +7508 train 3.131272 (lr=1.5042e-04) (hash(x)=35843271) +7509 train 3.183674 (lr=1.5036e-04) (hash(x)=41241157) +7510 train 3.209628 (lr=1.5029e-04) (hash(x)=39820755) +7511 train 3.194199 (lr=1.5022e-04) (hash(x)=44867914) +7512 train 3.189375 (lr=1.5015e-04) (hash(x)=45634132) +7513 train 3.186449 (lr=1.5008e-04) (hash(x)=41550360) +7514 train 3.180839 (lr=1.5001e-04) (hash(x)=37900494) +7515 train 3.134181 (lr=1.4995e-04) (hash(x)=47433035) +7516 train 3.202836 (lr=1.4988e-04) (hash(x)=37736146) +7517 train 3.160952 (lr=1.4981e-04) (hash(x)=40194237) +7518 train 3.234141 (lr=1.4974e-04) (hash(x)=43645651) +7519 train 3.136455 (lr=1.4967e-04) (hash(x)=41146626) +7520 train 3.191111 (lr=1.4961e-04) (hash(x)=33771440) 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3.111218 (lr=1.4127e-04) (hash(x)=42802607) +7646 train 3.111988 (lr=1.4121e-04) (hash(x)=36840030) +7647 train 3.134636 (lr=1.4114e-04) (hash(x)=40275305) +7648 train 3.124088 (lr=1.4108e-04) (hash(x)=27565371) +7649 train 3.112221 (lr=1.4101e-04) (hash(x)=39356489) +7650 train 3.058984 (lr=1.4095e-04) (hash(x)=41248932) +7651 train 3.113881 (lr=1.4088e-04) (hash(x)=33292198) +7652 train 3.165470 (lr=1.4082e-04) (hash(x)=37246571) +7653 train 3.144644 (lr=1.4075e-04) (hash(x)=44475699) +7654 train 3.136183 (lr=1.4069e-04) (hash(x)=40873247) +7655 train 3.198946 (lr=1.4062e-04) (hash(x)=41715891) +7656 train 3.195900 (lr=1.4056e-04) (hash(x)=41786046) +7657 train 3.178046 (lr=1.4049e-04) (hash(x)=41608043) +7658 train 3.169208 (lr=1.4043e-04) (hash(x)=34153256) +7659 train 3.207927 (lr=1.4036e-04) (hash(x)=37921676) +7660 train 3.199355 (lr=1.4030e-04) (hash(x)=44285951) +7661 train 3.151495 (lr=1.4023e-04) (hash(x)=38096180) +7662 train 3.157203 (lr=1.4017e-04) (hash(x)=37180774) 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(lr=1.3784e-04) (hash(x)=44832361) +7699 train 3.199636 (lr=1.3778e-04) (hash(x)=37832288) +7700 train 3.229048 (lr=1.3771e-04) (hash(x)=45640196) +7701 train 3.181108 (lr=1.3765e-04) (hash(x)=45629369) +7702 train 3.230790 (lr=1.3759e-04) (hash(x)=45476522) +7703 train 3.192090 (lr=1.3752e-04) (hash(x)=44471578) +7704 train 3.190294 (lr=1.3746e-04) (hash(x)=54274920) +7705 train 3.184845 (lr=1.3739e-04) (hash(x)=44511457) +7706 train 3.137867 (lr=1.3733e-04) (hash(x)=33479634) +7707 train 3.178599 (lr=1.3727e-04) (hash(x)=40912591) +7708 train 3.172257 (lr=1.3720e-04) (hash(x)=42122661) +7709 train 3.223378 (lr=1.3714e-04) (hash(x)=49617387) +7710 train 3.210243 (lr=1.3707e-04) (hash(x)=43417063) +7711 train 3.208362 (lr=1.3701e-04) (hash(x)=36398599) +7712 train 3.216110 (lr=1.3695e-04) (hash(x)=43883975) +7713 train 3.162493 (lr=1.3688e-04) (hash(x)=34975551) +7714 train 3.214882 (lr=1.3682e-04) (hash(x)=37049834) +7715 train 3.166835 (lr=1.3675e-04) (hash(x)=39030011) +7716 train 3.162451 (lr=1.3669e-04) (hash(x)=39672297) +7717 train 3.088034 (lr=1.3663e-04) (hash(x)=49009965) +7718 train 3.165062 (lr=1.3656e-04) (hash(x)=40777727) +7719 train 3.141433 (lr=1.3650e-04) (hash(x)=44429939) +7720 train 3.190271 (lr=1.3644e-04) (hash(x)=41760392) +7721 train 3.131113 (lr=1.3637e-04) (hash(x)=35551075) +7722 train 3.104937 (lr=1.3631e-04) (hash(x)=44813441) +7723 train 3.172389 (lr=1.3624e-04) (hash(x)=43632162) +7724 train 3.121775 (lr=1.3618e-04) (hash(x)=44958040) +7725 train 3.110230 (lr=1.3612e-04) (hash(x)=41774801) +7726 train 3.134914 (lr=1.3605e-04) (hash(x)=40041073) +7727 train 3.189362 (lr=1.3599e-04) (hash(x)=37683316) +7728 train 3.244858 (lr=1.3593e-04) (hash(x)=38844981) +7729 train 3.207006 (lr=1.3586e-04) (hash(x)=22564688) +7730 train 3.190336 (lr=1.3580e-04) (hash(x)=39871484) +7731 train 3.213212 (lr=1.3574e-04) (hash(x)=43872958) +7732 train 3.162239 (lr=1.3567e-04) (hash(x)=44580494) +7733 train 3.179934 (lr=1.3561e-04) (hash(x)=34570448) 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3.107532 (lr=1.0617e-04) (hash(x)=42158008) +8247 train 3.113721 (lr=1.0612e-04) (hash(x)=39150796) +8248 train 3.106538 (lr=1.0607e-04) (hash(x)=37363642) +8249 train 3.140793 (lr=1.0602e-04) (hash(x)=40921015) +8250 val loss 3.1351 +8250 val perplexity 22.9920 +8250 hella 0.2949 +8250 train 3.128727 (lr=1.0596e-04) (hash(x)=45108714) +8251 train 3.092729 (lr=1.0591e-04) (hash(x)=40502641) +8252 train 3.112963 (lr=1.0586e-04) (hash(x)=34229600) +8253 train 3.167728 (lr=1.0581e-04) (hash(x)=45270783) +8254 train 3.138147 (lr=1.0576e-04) (hash(x)=47657850) +8255 train 3.148325 (lr=1.0571e-04) (hash(x)=41611307) +8256 train 3.147341 (lr=1.0566e-04) (hash(x)=40586604) +8257 train 3.189975 (lr=1.0561e-04) (hash(x)=37068219) +8258 train 3.177451 (lr=1.0556e-04) (hash(x)=49808077) +8259 train 3.198624 (lr=1.0551e-04) (hash(x)=42570262) +8260 train 3.182627 (lr=1.0546e-04) (hash(x)=36327528) +8261 train 3.259296 (lr=1.0540e-04) (hash(x)=42311189) +8262 train 3.196914 (lr=1.0535e-04) 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3.164198 (lr=1.0355e-04) (hash(x)=41700831) +8299 train 3.143973 (lr=1.0350e-04) (hash(x)=39347280) +8300 train 3.176225 (lr=1.0345e-04) (hash(x)=39653582) +8301 train 3.152212 (lr=1.0340e-04) (hash(x)=41586935) +8302 train 3.184327 (lr=1.0335e-04) (hash(x)=40615613) +8303 train 3.221995 (lr=1.0330e-04) (hash(x)=33663383) +8304 train 3.142775 (lr=1.0325e-04) (hash(x)=42168942) +8305 train 3.102981 (lr=1.0320e-04) (hash(x)=39934888) +8306 train 3.159046 (lr=1.0315e-04) (hash(x)=36449311) +8307 train 3.196536 (lr=1.0310e-04) (hash(x)=40138292) +8308 train 3.159992 (lr=1.0305e-04) (hash(x)=38653513) +8309 train 3.130417 (lr=1.0300e-04) (hash(x)=40334705) +8310 train 3.139874 (lr=1.0295e-04) (hash(x)=47530436) +8311 train 3.129720 (lr=1.0290e-04) (hash(x)=40259973) +8312 train 3.153267 (lr=1.0285e-04) (hash(x)=40879958) +8313 train 3.152297 (lr=1.0280e-04) (hash(x)=37835111) +8314 train 3.189595 (lr=1.0275e-04) (hash(x)=46068395) +8315 train 3.117993 (lr=1.0270e-04) (hash(x)=40782273) 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3.195730 (lr=1.0008e-04) (hash(x)=42762731) +8370 train 3.171170 (lr=1.0003e-04) (hash(x)=35060049) +8371 train 3.270240 (lr=9.9984e-05) (hash(x)=39976425) +8372 train 3.163227 (lr=9.9936e-05) (hash(x)=38214454) +8373 train 3.179077 (lr=9.9889e-05) (hash(x)=42364096) +8374 train 3.206448 (lr=9.9841e-05) (hash(x)=38654188) +8375 train 3.252342 (lr=9.9793e-05) (hash(x)=40761828) +8376 train 3.175433 (lr=9.9745e-05) (hash(x)=45687266) +8377 train 3.175760 (lr=9.9698e-05) (hash(x)=39312694) +8378 train 3.163683 (lr=9.9650e-05) (hash(x)=36394130) +8379 train 3.095183 (lr=9.9602e-05) (hash(x)=66071500) +8380 train 3.152833 (lr=9.9555e-05) (hash(x)=38569900) +8381 train 3.124178 (lr=9.9507e-05) (hash(x)=33699086) +8382 train 3.203195 (lr=9.9460e-05) (hash(x)=32519322) +8383 train 3.150554 (lr=9.9412e-05) (hash(x)=39641265) +8384 train 3.147413 (lr=9.9365e-05) (hash(x)=44408846) +8385 train 3.138788 (lr=9.9317e-05) (hash(x)=32330480) +8386 train 3.154825 (lr=9.9270e-05) (hash(x)=42447782) 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3.150139 (lr=8.5506e-05) (hash(x)=37482597) +8706 train 3.196565 (lr=8.5468e-05) (hash(x)=36012514) +8707 train 3.194320 (lr=8.5429e-05) (hash(x)=36387693) +8708 train 3.187279 (lr=8.5390e-05) (hash(x)=37483864) +8709 train 3.160376 (lr=8.5352e-05) (hash(x)=34596280) +8710 train 3.122695 (lr=8.5313e-05) (hash(x)=41634000) +8711 train 3.117638 (lr=8.5274e-05) (hash(x)=37487762) +8712 train 3.147080 (lr=8.5236e-05) (hash(x)=38347748) +8713 train 3.107248 (lr=8.5197e-05) (hash(x)=41344044) +8714 train 3.116043 (lr=8.5159e-05) (hash(x)=46863337) +8715 train 3.097773 (lr=8.5120e-05) (hash(x)=39037377) +8716 train 3.102362 (lr=8.5082e-05) (hash(x)=38801326) +8717 train 3.134271 (lr=8.5043e-05) (hash(x)=39327359) +8718 train 3.153898 (lr=8.5005e-05) (hash(x)=43151597) +8719 train 3.152117 (lr=8.4967e-05) (hash(x)=40129808) +8720 train 3.151226 (lr=8.4928e-05) (hash(x)=37291065) +8721 train 3.134916 (lr=8.4890e-05) (hash(x)=39773254) +8722 train 3.140826 (lr=8.4852e-05) (hash(x)=43667465) +8723 train 3.151016 (lr=8.4813e-05) (hash(x)=39131272) +8724 train 3.249495 (lr=8.4775e-05) (hash(x)=44103497) +8725 train 3.094056 (lr=8.4737e-05) (hash(x)=40691059) +8726 train 3.240326 (lr=8.4699e-05) (hash(x)=37598284) +8727 train 3.163812 (lr=8.4660e-05) (hash(x)=41591858) +8728 train 3.192760 (lr=8.4622e-05) (hash(x)=46667993) +8729 train 3.122713 (lr=8.4584e-05) (hash(x)=42954613) +8730 train 3.100698 (lr=8.4546e-05) (hash(x)=38245122) +8731 train 2.934547 (lr=8.4508e-05) (hash(x)=40408023) +8732 train 3.164896 (lr=8.4470e-05) (hash(x)=38539618) +8733 train 3.169799 (lr=8.4432e-05) (hash(x)=36535091) +8734 train 3.177221 (lr=8.4394e-05) (hash(x)=38548597) +8735 train 3.203537 (lr=8.4356e-05) (hash(x)=36491984) +8736 train 3.118831 (lr=8.4318e-05) (hash(x)=43141110) +8737 train 3.197171 (lr=8.4280e-05) (hash(x)=37903413) +8738 train 3.226540 (lr=8.4243e-05) (hash(x)=40042314) +8739 train 3.265281 (lr=8.4205e-05) (hash(x)=40277225) +8740 train 3.186594 (lr=8.4167e-05) (hash(x)=46159886) +8741 train 3.138696 (lr=8.4129e-05) (hash(x)=40452730) +8742 train 3.211952 (lr=8.4092e-05) (hash(x)=42740600) +8743 train 3.172708 (lr=8.4054e-05) (hash(x)=40163565) +8744 train 3.243066 (lr=8.4016e-05) (hash(x)=39163304) +8745 train 3.263716 (lr=8.3978e-05) (hash(x)=36990849) +8746 train 3.168157 (lr=8.3941e-05) (hash(x)=38984729) +8747 train 3.108286 (lr=8.3903e-05) (hash(x)=41197400) +8748 train 3.088927 (lr=8.3866e-05) (hash(x)=40075903) +8749 train 3.200204 (lr=8.3828e-05) (hash(x)=39298262) +8750 val loss 3.1263 +8750 val perplexity 22.7898 +8750 hella 0.2939 +8750 train 3.114668 (lr=8.3791e-05) (hash(x)=46144039) +8751 train 3.072162 (lr=8.3753e-05) (hash(x)=37024814) +8752 train 3.102015 (lr=8.3716e-05) (hash(x)=37124594) +8753 train 3.092097 (lr=8.3678e-05) (hash(x)=38583567) +8754 train 3.157833 (lr=8.3641e-05) (hash(x)=38675015) +8755 train 3.117671 (lr=8.3604e-05) (hash(x)=39654694) +8756 train 3.114526 (lr=8.3566e-05) (hash(x)=37285090) +8757 train 3.109039 (lr=8.3529e-05) (hash(x)=40107816) +8758 train 3.161047 (lr=8.3492e-05) (hash(x)=35623735) +8759 train 3.184279 (lr=8.3454e-05) (hash(x)=40237332) +8760 train 3.175805 (lr=8.3417e-05) (hash(x)=40100893) +8761 train 3.120277 (lr=8.3380e-05) (hash(x)=45124397) +8762 train 3.155253 (lr=8.3343e-05) (hash(x)=38438370) +8763 train 3.118687 (lr=8.3306e-05) (hash(x)=39559121) +8764 train 3.228165 (lr=8.3268e-05) (hash(x)=40593074) +8765 train 3.195493 (lr=8.3231e-05) (hash(x)=29069034) +8766 train 3.168865 (lr=8.3194e-05) (hash(x)=45199483) +8767 train 3.206728 (lr=8.3157e-05) (hash(x)=41148702) +8768 train 3.194370 (lr=8.3120e-05) (hash(x)=37334515) +8769 train 3.173359 (lr=8.3083e-05) (hash(x)=41293871) +8770 train 3.185255 (lr=8.3046e-05) (hash(x)=36886272) +8771 train 3.207571 (lr=8.3009e-05) (hash(x)=36672708) +8772 train 3.181505 (lr=8.2973e-05) (hash(x)=36317321) +8773 train 3.238418 (lr=8.2936e-05) (hash(x)=33958793) +8774 train 3.165999 (lr=8.2899e-05) (hash(x)=39225371) 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(hash(x)=35736716) +8793 train 3.111573 (lr=8.2204e-05) (hash(x)=37201641) +8794 train 3.172211 (lr=8.2168e-05) (hash(x)=39084919) +8795 train 3.124357 (lr=8.2132e-05) (hash(x)=36283426) +8796 train 3.088693 (lr=8.2096e-05) (hash(x)=56110699) +8797 train 3.135427 (lr=8.2060e-05) (hash(x)=39704634) +8798 train 3.085807 (lr=8.2023e-05) (hash(x)=39707432) +8799 train 3.150009 (lr=8.1987e-05) (hash(x)=38400003) +8800 train 3.153411 (lr=8.1951e-05) (hash(x)=33831302) +8801 train 3.092585 (lr=8.1915e-05) (hash(x)=43120379) +8802 train 3.111439 (lr=8.1879e-05) (hash(x)=43516041) +8803 train 3.090180 (lr=8.1843e-05) (hash(x)=43250783) +8804 train 3.181073 (lr=8.1807e-05) (hash(x)=32840703) +8805 train 3.084218 (lr=8.1771e-05) (hash(x)=44849759) +8806 train 3.054497 (lr=8.1735e-05) (hash(x)=39518164) +8807 train 3.109861 (lr=8.1699e-05) (hash(x)=41335201) +8808 train 3.163267 (lr=8.1663e-05) (hash(x)=40915034) +8809 train 3.186045 (lr=8.1628e-05) (hash(x)=40093508) +8810 train 3.238636 (lr=8.1592e-05) (hash(x)=40037948) +8811 train 3.148851 (lr=8.1556e-05) (hash(x)=37728713) +8812 train 3.218490 (lr=8.1520e-05) (hash(x)=40690279) +8813 train 3.162493 (lr=8.1485e-05) (hash(x)=35412857) +8814 train 3.252741 (lr=8.1449e-05) (hash(x)=35525132) +8815 train 3.154208 (lr=8.1413e-05) (hash(x)=52011371) +8816 train 3.149057 (lr=8.1378e-05) (hash(x)=36480522) +8817 train 3.164589 (lr=8.1342e-05) (hash(x)=38040952) +8818 train 3.170995 (lr=8.1306e-05) (hash(x)=39093150) +8819 train 3.150751 (lr=8.1271e-05) (hash(x)=42079976) +8820 train 3.185080 (lr=8.1235e-05) (hash(x)=33277541) +8821 train 3.118663 (lr=8.1200e-05) (hash(x)=34147161) +8822 train 3.136200 (lr=8.1164e-05) (hash(x)=39644302) +8823 train 3.139829 (lr=8.1129e-05) (hash(x)=44779232) +8824 train 3.125024 (lr=8.1093e-05) (hash(x)=38520750) +8825 train 3.124404 (lr=8.1058e-05) (hash(x)=40663579) +8826 train 3.109506 (lr=8.1023e-05) (hash(x)=39777955) +8827 train 3.116096 (lr=8.0987e-05) (hash(x)=40761539) +8828 train 3.121333 (lr=8.0952e-05) (hash(x)=38195837) +8829 train 3.116847 (lr=8.0917e-05) (hash(x)=43195524) +8830 train 3.143901 (lr=8.0882e-05) (hash(x)=42089861) +8831 train 3.144943 (lr=8.0846e-05) (hash(x)=36211418) +8832 train 3.114408 (lr=8.0811e-05) (hash(x)=38307699) +8833 train 3.146281 (lr=8.0776e-05) (hash(x)=36863554) +8834 train 3.164565 (lr=8.0741e-05) (hash(x)=38132363) +8835 train 3.063057 (lr=8.0706e-05) (hash(x)=38194817) +8836 train 3.097128 (lr=8.0671e-05) (hash(x)=39539344) +8837 train 3.125326 (lr=8.0636e-05) (hash(x)=38541454) +8838 train 3.128266 (lr=8.0601e-05) (hash(x)=47904118) +8839 train 3.155345 (lr=8.0566e-05) (hash(x)=39933041) +8840 train 3.081819 (lr=8.0531e-05) (hash(x)=37637490) +8841 train 3.114424 (lr=8.0496e-05) (hash(x)=42139442) +8842 train 3.106317 (lr=8.0461e-05) (hash(x)=35934912) +8843 train 3.164454 (lr=8.0426e-05) (hash(x)=48823338) +8844 train 3.112626 (lr=8.0391e-05) (hash(x)=49115440) +8845 train 3.157445 (lr=8.0356e-05) (hash(x)=38703517) 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(hash(x)=37458083) +8864 train 3.129078 (lr=7.9700e-05) (hash(x)=34688419) +8865 train 3.107488 (lr=7.9666e-05) (hash(x)=37093896) +8866 train 3.131512 (lr=7.9632e-05) (hash(x)=38861712) +8867 train 3.041579 (lr=7.9598e-05) (hash(x)=23550426) +8868 train 3.099899 (lr=7.9564e-05) (hash(x)=42137700) +8869 train 3.157179 (lr=7.9529e-05) (hash(x)=37060133) +8870 train 3.112437 (lr=7.9495e-05) (hash(x)=45739654) +8871 train 3.149126 (lr=7.9461e-05) (hash(x)=39427106) +8872 train 3.115715 (lr=7.9427e-05) (hash(x)=37120578) +8873 train 3.151340 (lr=7.9393e-05) (hash(x)=39860157) +8874 train 3.099411 (lr=7.9359e-05) (hash(x)=39290017) +8875 train 3.175050 (lr=7.9325e-05) (hash(x)=37244844) +8876 train 3.198023 (lr=7.9291e-05) (hash(x)=40432807) +8877 train 3.149023 (lr=7.9257e-05) (hash(x)=41225710) +8878 train 3.152646 (lr=7.9224e-05) (hash(x)=47049581) +8879 train 3.108278 (lr=7.9190e-05) (hash(x)=39406495) +8880 train 3.155660 (lr=7.9156e-05) (hash(x)=39127468) +8881 train 3.120899 (lr=7.9122e-05) (hash(x)=41911648) +8882 train 3.123869 (lr=7.9088e-05) (hash(x)=43133629) +8883 train 3.200010 (lr=7.9055e-05) (hash(x)=37283330) +8884 train 3.237608 (lr=7.9021e-05) (hash(x)=47191691) +8885 train 3.173483 (lr=7.8987e-05) (hash(x)=37766051) +8886 train 3.229069 (lr=7.8954e-05) (hash(x)=41699002) +8887 train 3.158855 (lr=7.8920e-05) (hash(x)=40364724) +8888 train 3.242330 (lr=7.8886e-05) (hash(x)=39738928) +8889 train 3.171088 (lr=7.8853e-05) (hash(x)=39659604) +8890 train 3.181050 (lr=7.8819e-05) (hash(x)=41402382) +8891 train 3.186163 (lr=7.8786e-05) (hash(x)=41037808) +8892 train 3.235531 (lr=7.8752e-05) (hash(x)=40860873) +8893 train 3.153444 (lr=7.8719e-05) (hash(x)=44430309) +8894 train 3.237778 (lr=7.8686e-05) (hash(x)=39878886) +8895 train 3.141357 (lr=7.8652e-05) (hash(x)=42737625) +8896 train 3.084154 (lr=7.8619e-05) (hash(x)=38285554) +8897 train 3.127733 (lr=7.8585e-05) (hash(x)=44353011) +8898 train 3.159983 (lr=7.8552e-05) (hash(x)=46890003) +8899 train 3.121524 (lr=7.8519e-05) (hash(x)=41076421) +8900 train 3.124727 (lr=7.8486e-05) (hash(x)=44362880) +8901 train 3.078922 (lr=7.8452e-05) (hash(x)=42430839) +8902 train 3.090333 (lr=7.8419e-05) (hash(x)=38768810) +8903 train 3.128103 (lr=7.8386e-05) (hash(x)=35764146) +8904 train 3.152320 (lr=7.8353e-05) (hash(x)=43856369) +8905 train 3.203252 (lr=7.8320e-05) (hash(x)=38787294) +8906 train 3.121618 (lr=7.8287e-05) (hash(x)=40608924) +8907 train 3.129848 (lr=7.8254e-05) (hash(x)=41795971) +8908 train 3.168314 (lr=7.8221e-05) (hash(x)=39889402) +8909 train 3.139889 (lr=7.8188e-05) (hash(x)=38251290) +8910 train 3.187091 (lr=7.8155e-05) (hash(x)=41623547) +8911 train 3.200746 (lr=7.8122e-05) (hash(x)=43622263) +8912 train 3.129098 (lr=7.8089e-05) (hash(x)=40792375) +8913 train 3.196055 (lr=7.8056e-05) (hash(x)=39780943) +8914 train 3.124595 (lr=7.8023e-05) (hash(x)=39467196) +8915 train 3.227348 (lr=7.7991e-05) (hash(x)=32100034) +8916 train 3.175704 (lr=7.7958e-05) (hash(x)=39976402) 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(lr=7.6797e-05) (hash(x)=41991488) +8953 train 3.151767 (lr=7.6765e-05) (hash(x)=41481379) +8954 train 3.174439 (lr=7.6734e-05) (hash(x)=42646440) +8955 train 3.106413 (lr=7.6702e-05) (hash(x)=39574589) +8956 train 3.156611 (lr=7.6671e-05) (hash(x)=44798584) +8957 train 3.175960 (lr=7.6639e-05) (hash(x)=44520321) +8958 train 3.139215 (lr=7.6607e-05) (hash(x)=35459071) +8959 train 3.195774 (lr=7.6576e-05) (hash(x)=39527511) +8960 train 3.256301 (lr=7.6544e-05) (hash(x)=32949197) +8961 train 3.201308 (lr=7.6513e-05) (hash(x)=37194616) +8962 train 3.208700 (lr=7.6481e-05) (hash(x)=40296128) +8963 train 3.191717 (lr=7.6450e-05) (hash(x)=43129511) +8964 train 3.185124 (lr=7.6419e-05) (hash(x)=41910070) +8965 train 3.215935 (lr=7.6387e-05) (hash(x)=39165053) +8966 train 3.187830 (lr=7.6356e-05) (hash(x)=38398284) +8967 train 3.162101 (lr=7.6325e-05) (hash(x)=35935367) +8968 train 3.160702 (lr=7.6293e-05) (hash(x)=38388449) +8969 train 3.186940 (lr=7.6262e-05) (hash(x)=31138209) +8970 train 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3.076492 (lr=6.6345e-05) (hash(x)=40583463) +9359 train 3.080828 (lr=6.6325e-05) (hash(x)=41784763) +9360 train 3.104050 (lr=6.6306e-05) (hash(x)=43587657) +9361 train 3.109676 (lr=6.6286e-05) (hash(x)=38820023) +9362 train 3.184421 (lr=6.6266e-05) (hash(x)=44516678) +9363 train 3.056728 (lr=6.6247e-05) (hash(x)=41862598) +9364 train 3.139049 (lr=6.6227e-05) (hash(x)=42100212) +9365 train 3.084532 (lr=6.6208e-05) (hash(x)=38022721) +9366 train 3.221347 (lr=6.6188e-05) (hash(x)=45254479) +9367 train 3.089352 (lr=6.6169e-05) (hash(x)=38264559) +9368 train 3.144762 (lr=6.6150e-05) (hash(x)=33883031) +9369 train 3.115423 (lr=6.6130e-05) (hash(x)=51791533) +9370 train 3.130679 (lr=6.6111e-05) (hash(x)=43669267) +9371 train 3.118751 (lr=6.6092e-05) (hash(x)=35253716) +9372 train 3.180329 (lr=6.6072e-05) (hash(x)=39148672) +9373 train 3.150649 (lr=6.6053e-05) (hash(x)=37991643) +9374 train 3.236043 (lr=6.6034e-05) (hash(x)=37119027) +9375 train 3.154928 (lr=6.6015e-05) (hash(x)=41326216) 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(hash(x)=34303403) +9394 train 3.160019 (lr=6.5656e-05) (hash(x)=40040013) +9395 train 3.086384 (lr=6.5637e-05) (hash(x)=38657107) +9396 train 3.121578 (lr=6.5619e-05) (hash(x)=37318657) +9397 train 3.099407 (lr=6.5600e-05) (hash(x)=38363594) +9398 train 3.142281 (lr=6.5582e-05) (hash(x)=39803775) +9399 train 3.123054 (lr=6.5563e-05) (hash(x)=37776267) +9400 train 3.184818 (lr=6.5545e-05) (hash(x)=40745086) +9401 train 3.139727 (lr=6.5526e-05) (hash(x)=41579754) +9402 train 3.149091 (lr=6.5508e-05) (hash(x)=43711725) +9403 train 3.126442 (lr=6.5490e-05) (hash(x)=62352416) +9404 train 3.135364 (lr=6.5471e-05) (hash(x)=40340295) +9405 train 3.107422 (lr=6.5453e-05) (hash(x)=42373720) +9406 train 3.137942 (lr=6.5435e-05) (hash(x)=41797502) +9407 train 3.093368 (lr=6.5417e-05) (hash(x)=38466306) +9408 train 3.196415 (lr=6.5398e-05) (hash(x)=40876142) +9409 train 3.174449 (lr=6.5380e-05) (hash(x)=42449998) +9410 train 3.181596 (lr=6.5362e-05) (hash(x)=37469065) +9411 train 3.304804 (lr=6.5344e-05) (hash(x)=37519721) +9412 train 3.188610 (lr=6.5326e-05) (hash(x)=42852068) +9413 train 3.244032 (lr=6.5308e-05) (hash(x)=42649536) +9414 train 3.190306 (lr=6.5290e-05) (hash(x)=38977108) +9415 train 3.206074 (lr=6.5272e-05) (hash(x)=40671446) +9416 train 3.156767 (lr=6.5254e-05) (hash(x)=40624763) +9417 train 3.138607 (lr=6.5236e-05) (hash(x)=36612581) +9418 train 3.116212 (lr=6.5218e-05) (hash(x)=41975117) +9419 train 3.130627 (lr=6.5200e-05) (hash(x)=38070401) +9420 train 3.174524 (lr=6.5182e-05) (hash(x)=36383399) +9421 train 3.150493 (lr=6.5165e-05) (hash(x)=37339967) +9422 train 3.194345 (lr=6.5147e-05) (hash(x)=40022455) +9423 train 3.143656 (lr=6.5129e-05) (hash(x)=44200932) +9424 train 3.118148 (lr=6.5111e-05) (hash(x)=38713515) +9425 train 3.068068 (lr=6.5094e-05) (hash(x)=41063198) +9426 train 3.107057 (lr=6.5076e-05) (hash(x)=38678388) +9427 train 3.139647 (lr=6.5058e-05) (hash(x)=41482231) +9428 train 3.081245 (lr=6.5041e-05) (hash(x)=36427402) +9429 train 3.123994 (lr=6.5023e-05) (hash(x)=34968726) +9430 train 3.078499 (lr=6.5006e-05) (hash(x)=44726703) +9431 train 3.162622 (lr=6.4988e-05) (hash(x)=47879253) +9432 train 3.100312 (lr=6.4971e-05) (hash(x)=40711990) +9433 train 3.199202 (lr=6.4953e-05) (hash(x)=39311079) +9434 train 3.124326 (lr=6.4936e-05) (hash(x)=36459944) +9435 train 3.151465 (lr=6.4919e-05) (hash(x)=41197842) +9436 train 3.201839 (lr=6.4901e-05) (hash(x)=40707274) +9437 train 3.109699 (lr=6.4884e-05) (hash(x)=47145492) +9438 train 3.131383 (lr=6.4867e-05) (hash(x)=44838248) +9439 train 3.198324 (lr=6.4849e-05) (hash(x)=45484104) +9440 train 3.126753 (lr=6.4832e-05) (hash(x)=42386311) +9441 train 3.144374 (lr=6.4815e-05) (hash(x)=40383139) +9442 train 3.132715 (lr=6.4798e-05) (hash(x)=39352126) +9443 train 3.090534 (lr=6.4781e-05) (hash(x)=40822576) +9444 train 3.158903 (lr=6.4764e-05) (hash(x)=36346100) +9445 train 3.099582 (lr=6.4747e-05) (hash(x)=43538952) +9446 train 3.220779 (lr=6.4730e-05) (hash(x)=35546325) +9447 train 3.166455 (lr=6.4713e-05) (hash(x)=39383956) +9448 train 3.152647 (lr=6.4696e-05) (hash(x)=40325433) +9449 train 3.178601 (lr=6.4679e-05) (hash(x)=32774161) +9450 train 3.163605 (lr=6.4662e-05) (hash(x)=39278923) +9451 train 3.136165 (lr=6.4645e-05) (hash(x)=41395758) +9452 train 3.208252 (lr=6.4628e-05) (hash(x)=37147728) +9453 train 3.171851 (lr=6.4611e-05) (hash(x)=42987332) +9454 train 3.102563 (lr=6.4594e-05) (hash(x)=40006196) +9455 train 3.128368 (lr=6.4578e-05) (hash(x)=36782902) +9456 train 3.159319 (lr=6.4561e-05) (hash(x)=39212041) +9457 train 3.178644 (lr=6.4544e-05) (hash(x)=39234915) +9458 train 3.125813 (lr=6.4527e-05) (hash(x)=41502665) +9459 train 3.153342 (lr=6.4511e-05) (hash(x)=38241684) +9460 train 3.109323 (lr=6.4494e-05) (hash(x)=38451469) +9461 train 3.127814 (lr=6.4478e-05) (hash(x)=42052249) +9462 train 3.090584 (lr=6.4461e-05) (hash(x)=40124702) +9463 train 3.094787 (lr=6.4445e-05) (hash(x)=36476310) +9464 train 3.116825 (lr=6.4428e-05) (hash(x)=43841129) +9465 train 3.105268 (lr=6.4412e-05) (hash(x)=38754223) +9466 train 3.152848 (lr=6.4395e-05) (hash(x)=37875792) +9467 train 3.139052 (lr=6.4379e-05) (hash(x)=31093128) +9468 train 3.059104 (lr=6.4362e-05) (hash(x)=44102074) +9469 train 3.092453 (lr=6.4346e-05) (hash(x)=37806170) +9470 train 3.140871 (lr=6.4330e-05) (hash(x)=34817054) +9471 train 3.178096 (lr=6.4313e-05) (hash(x)=36103193) +9472 train 3.196774 (lr=6.4297e-05) (hash(x)=42313249) +9473 train 3.162455 (lr=6.4281e-05) (hash(x)=42586398) +9474 train 3.071191 (lr=6.4265e-05) (hash(x)=32107049) +9475 train 3.128325 (lr=6.4249e-05) (hash(x)=41638887) +9476 train 3.065260 (lr=6.4232e-05) (hash(x)=41275749) +9477 train 3.191142 (lr=6.4216e-05) (hash(x)=40327176) +9478 train 3.056099 (lr=6.4200e-05) (hash(x)=41294622) +9479 train 3.107779 (lr=6.4184e-05) (hash(x)=38125940) +9480 train 3.151560 (lr=6.4168e-05) (hash(x)=43669684) +9481 train 3.195127 (lr=6.4152e-05) (hash(x)=38192507) +9482 train 3.195606 (lr=6.4136e-05) (hash(x)=39282466) +9483 train 3.239271 (lr=6.4120e-05) (hash(x)=40664429) +9484 train 3.121191 (lr=6.4105e-05) (hash(x)=40858725) +9485 train 3.143979 (lr=6.4089e-05) (hash(x)=41472331) +9486 train 3.220530 (lr=6.4073e-05) (hash(x)=37847115) +9487 train 3.146800 (lr=6.4057e-05) (hash(x)=38027535) +9488 train 3.151489 (lr=6.4041e-05) (hash(x)=36579844) +9489 train 3.138104 (lr=6.4026e-05) (hash(x)=33109563) +9490 train 3.217406 (lr=6.4010e-05) (hash(x)=37300169) +9491 train 3.179596 (lr=6.3994e-05) (hash(x)=41056681) +9492 train 3.156620 (lr=6.3979e-05) (hash(x)=38755469) +9493 train 3.143759 (lr=6.3963e-05) (hash(x)=37288866) +9494 train 3.163339 (lr=6.3947e-05) (hash(x)=39367307) +9495 train 3.206923 (lr=6.3932e-05) (hash(x)=42781180) +9496 train 3.220559 (lr=6.3916e-05) (hash(x)=38374888) +9497 train 3.202639 (lr=6.3901e-05) (hash(x)=36511864) +9498 train 3.168599 (lr=6.3885e-05) (hash(x)=35179159) +9499 train 3.102588 (lr=6.3870e-05) (hash(x)=38117453) +9500 val loss 3.1130 +9500 val perplexity 22.4876 +9500 hella 0.2927 +9500 train 3.149484 (lr=6.3855e-05) (hash(x)=56707943) +9501 train 3.148310 (lr=6.3839e-05) (hash(x)=44301613) +9502 train 3.132289 (lr=6.3824e-05) (hash(x)=38242023) +9503 train 3.102570 (lr=6.3809e-05) (hash(x)=42642635) +9504 train 3.195635 (lr=6.3793e-05) (hash(x)=39913397) +9505 train 3.069717 (lr=6.3778e-05) (hash(x)=40378503) +9506 train 3.138709 (lr=6.3763e-05) (hash(x)=33648095) +9507 train 3.138747 (lr=6.3748e-05) (hash(x)=39054195) +9508 train 3.164635 (lr=6.3732e-05) (hash(x)=37751564) +9509 train 3.104519 (lr=6.3717e-05) (hash(x)=53792326) +9510 train 3.126999 (lr=6.3702e-05) (hash(x)=41344408) +9511 train 3.127682 (lr=6.3687e-05) (hash(x)=37943051) +9512 train 3.115336 (lr=6.3672e-05) (hash(x)=51214508) +9513 train 3.130106 (lr=6.3657e-05) (hash(x)=41798429) +9514 train 3.113313 (lr=6.3642e-05) (hash(x)=42796699) +9515 train 3.163354 (lr=6.3627e-05) (hash(x)=35321138) +9516 train 3.198783 (lr=6.3612e-05) (hash(x)=40488653) +9517 train 3.182631 (lr=6.3597e-05) (hash(x)=45676195) +9518 train 3.114439 (lr=6.3583e-05) (hash(x)=44989178) +9519 train 3.078931 (lr=6.3568e-05) (hash(x)=48323507) +9520 train 3.096494 (lr=6.3553e-05) (hash(x)=38157824) +9521 train 3.227076 (lr=6.3538e-05) (hash(x)=43330854) +9522 train 3.121830 (lr=6.3524e-05) (hash(x)=34851965) +9523 train 3.164927 (lr=6.3509e-05) (hash(x)=36575731) +9524 train 3.245804 (lr=6.3494e-05) (hash(x)=35421942) +9525 train 3.203467 (lr=6.3480e-05) (hash(x)=41999425) +9526 train 3.160529 (lr=6.3465e-05) (hash(x)=35860217) +9527 train 3.100420 (lr=6.3450e-05) (hash(x)=42528401) +9528 train 3.141120 (lr=6.3436e-05) (hash(x)=41091574) +9529 train 3.184833 (lr=6.3421e-05) (hash(x)=37256546) +9530 train 3.208437 (lr=6.3407e-05) (hash(x)=41212406) +9531 train 3.163795 (lr=6.3392e-05) (hash(x)=36826074) +9532 train 3.204759 (lr=6.3378e-05) (hash(x)=44498338) +9533 train 3.197016 (lr=6.3364e-05) (hash(x)=41055576) +9534 train 3.153174 (lr=6.3349e-05) (hash(x)=42002770) +9535 train 3.135277 (lr=6.3335e-05) (hash(x)=39497225) +9536 train 3.110991 (lr=6.3321e-05) (hash(x)=37688576) +9537 train 3.136369 (lr=6.3306e-05) (hash(x)=41782547) +9538 train 3.129185 (lr=6.3292e-05) (hash(x)=40767783) +9539 train 3.107417 (lr=6.3278e-05) (hash(x)=33968013) +9540 train 3.118573 (lr=6.3264e-05) (hash(x)=40611535) +9541 train 3.124391 (lr=6.3250e-05) (hash(x)=42473918) +9542 train 3.174258 (lr=6.3235e-05) (hash(x)=43515427) +9543 train 3.123987 (lr=6.3221e-05) (hash(x)=45518785) +9544 train 3.121371 (lr=6.3207e-05) (hash(x)=48218335) +9545 train 3.139824 (lr=6.3193e-05) (hash(x)=35671746) +9546 train 3.099750 (lr=6.3179e-05) (hash(x)=39638937) +9547 train 3.120958 (lr=6.3165e-05) (hash(x)=42198603) +9548 train 3.107846 (lr=6.3151e-05) (hash(x)=45724980) +9549 train 3.171832 (lr=6.3137e-05) (hash(x)=42263113) +9550 train 3.163480 (lr=6.3124e-05) (hash(x)=42104484) +9551 train 3.143629 (lr=6.3110e-05) (hash(x)=42229444) +9552 train 3.138434 (lr=6.3096e-05) (hash(x)=36239903) +9553 train 3.145325 (lr=6.3082e-05) (hash(x)=42763715) +9554 train 3.156712 (lr=6.3068e-05) (hash(x)=33808762) +9555 train 3.102461 (lr=6.3055e-05) (hash(x)=37785783) +9556 train 3.118092 (lr=6.3041e-05) (hash(x)=39274589) +9557 train 3.159776 (lr=6.3027e-05) (hash(x)=41367976) +9558 train 3.135180 (lr=6.3014e-05) (hash(x)=37422228) +9559 train 3.123965 (lr=6.3000e-05) (hash(x)=49976931) +9560 train 3.183458 (lr=6.2987e-05) (hash(x)=42083354) +9561 train 3.277383 (lr=6.2973e-05) (hash(x)=37573186) +9562 train 3.202427 (lr=6.2960e-05) (hash(x)=37524849) +9563 train 3.289857 (lr=6.2946e-05) (hash(x)=30872569) +9564 train 3.145018 (lr=6.2933e-05) (hash(x)=32410222) +9565 train 3.170414 (lr=6.2919e-05) (hash(x)=42107359) +9566 train 3.140642 (lr=6.2906e-05) (hash(x)=39880022) +9567 train 3.139533 (lr=6.2892e-05) (hash(x)=39953179) +9568 train 3.159524 (lr=6.2879e-05) (hash(x)=33601035) +9569 train 3.181838 (lr=6.2866e-05) (hash(x)=46413652) +9570 train 3.204503 (lr=6.2853e-05) (hash(x)=42357168) +9571 train 3.183898 (lr=6.2839e-05) (hash(x)=41716589) +9572 train 3.161217 (lr=6.2826e-05) (hash(x)=42298602) +9573 train 3.142932 (lr=6.2813e-05) (hash(x)=38659578) +9574 train 3.060510 (lr=6.2800e-05) (hash(x)=41165235) +9575 train 3.113025 (lr=6.2787e-05) (hash(x)=37372216) +9576 train 3.135546 (lr=6.2774e-05) (hash(x)=36306660) +9577 train 3.097646 (lr=6.2761e-05) (hash(x)=45823400) +9578 train 3.169647 (lr=6.2748e-05) (hash(x)=34639008) +9579 train 3.133220 (lr=6.2735e-05) (hash(x)=37572560) +9580 train 3.159770 (lr=6.2722e-05) (hash(x)=38363212) +9581 train 3.136782 (lr=6.2709e-05) (hash(x)=36687297) +9582 train 3.174910 (lr=6.2696e-05) (hash(x)=40789881) +9583 train 3.112332 (lr=6.2683e-05) (hash(x)=36223347) +9584 train 3.192150 (lr=6.2670e-05) (hash(x)=38503995) +9585 train 3.109872 (lr=6.2657e-05) (hash(x)=41601267) +9586 train 3.074876 (lr=6.2645e-05) (hash(x)=47210040) +9587 train 3.109811 (lr=6.2632e-05) (hash(x)=37664200) +9588 train 3.123594 (lr=6.2619e-05) (hash(x)=38694549) +9589 train 3.092984 (lr=6.2606e-05) (hash(x)=42828395) +9590 train 3.093365 (lr=6.2594e-05) (hash(x)=39138645) +9591 train 3.148559 (lr=6.2581e-05) (hash(x)=41811722) +9592 train 3.105109 (lr=6.2569e-05) (hash(x)=43183242) +9593 train 3.187113 (lr=6.2556e-05) (hash(x)=40259485) +9594 train 3.209998 (lr=6.2544e-05) (hash(x)=35380905) +9595 train 3.149794 (lr=6.2531e-05) (hash(x)=38930488) +9596 train 3.134039 (lr=6.2519e-05) (hash(x)=38366106) +9597 train 3.126988 (lr=6.2506e-05) (hash(x)=37892754) +9598 train 3.162434 (lr=6.2494e-05) (hash(x)=31422378) +9599 train 3.190775 (lr=6.2481e-05) (hash(x)=40519642) +9600 train 3.192723 (lr=6.2469e-05) (hash(x)=35457917) +9601 train 3.111624 (lr=6.2457e-05) (hash(x)=40280995) +9602 train 3.168330 (lr=6.2444e-05) (hash(x)=35826732) +9603 train 3.110935 (lr=6.2432e-05) (hash(x)=39143515) +9604 train 3.169321 (lr=6.2420e-05) (hash(x)=39554058) +9605 train 3.179197 (lr=6.2408e-05) (hash(x)=36339775) +9606 train 3.159267 (lr=6.2396e-05) (hash(x)=41530741) +9607 train 3.091083 (lr=6.2383e-05) (hash(x)=41060610) +9608 train 3.129286 (lr=6.2371e-05) (hash(x)=35755130) +9609 train 3.137798 (lr=6.2359e-05) (hash(x)=37626954) +9610 train 3.163927 (lr=6.2347e-05) (hash(x)=36028403) +9611 train 3.167392 (lr=6.2335e-05) (hash(x)=39856027) +9612 train 3.143503 (lr=6.2323e-05) (hash(x)=35083895) +9613 train 3.106702 (lr=6.2311e-05) (hash(x)=39270682) +9614 train 3.086266 (lr=6.2299e-05) (hash(x)=35323792) +9615 train 3.062648 (lr=6.2288e-05) (hash(x)=42573441) +9616 train 3.107317 (lr=6.2276e-05) (hash(x)=44052568) +9617 train 3.193250 (lr=6.2264e-05) (hash(x)=41432184) +9618 train 3.123447 (lr=6.2252e-05) (hash(x)=40774638) +9619 train 3.085667 (lr=6.2240e-05) (hash(x)=42170719) +9620 train 3.195735 (lr=6.2229e-05) (hash(x)=40739323) +9621 train 3.132837 (lr=6.2217e-05) (hash(x)=37669142) +9622 train 3.151214 (lr=6.2205e-05) (hash(x)=41597305) +9623 train 3.188594 (lr=6.2194e-05) (hash(x)=42549178) +9624 train 3.181068 (lr=6.2182e-05) (hash(x)=38700084) +9625 train 3.128400 (lr=6.2170e-05) (hash(x)=39893669) +9626 train 3.150337 (lr=6.2159e-05) (hash(x)=39578705) +9627 train 3.189734 (lr=6.2147e-05) (hash(x)=40870473) +9628 train 3.198025 (lr=6.2136e-05) (hash(x)=37775755) +9629 train 3.158308 (lr=6.2124e-05) (hash(x)=40860132) +9630 train 3.099616 (lr=6.2113e-05) (hash(x)=38862882) +9631 train 3.155241 (lr=6.2102e-05) (hash(x)=39012135) +9632 train 3.151433 (lr=6.2090e-05) (hash(x)=41727293) +9633 train 3.197397 (lr=6.2079e-05) (hash(x)=35997828) +9634 train 3.185720 (lr=6.2068e-05) (hash(x)=33411584) +9635 train 3.187637 (lr=6.2056e-05) (hash(x)=38013589) +9636 train 3.154984 (lr=6.2045e-05) (hash(x)=46040931) +9637 train 3.098182 (lr=6.2034e-05) (hash(x)=40096298) +9638 train 3.130851 (lr=6.2023e-05) (hash(x)=43113521) +9639 train 3.121012 (lr=6.2012e-05) (hash(x)=46434077) +9640 train 3.170625 (lr=6.2000e-05) (hash(x)=42657723) 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(lr=6.1621e-05) (hash(x)=38778831) +9677 train 3.186490 (lr=6.1611e-05) (hash(x)=41208421) +9678 train 3.107256 (lr=6.1601e-05) (hash(x)=40600596) +9679 train 3.112544 (lr=6.1591e-05) (hash(x)=44756487) +9680 train 3.135453 (lr=6.1581e-05) (hash(x)=36498264) +9681 train 3.167820 (lr=6.1571e-05) (hash(x)=40128717) +9682 train 3.188457 (lr=6.1561e-05) (hash(x)=39867883) +9683 train 3.159678 (lr=6.1552e-05) (hash(x)=34602753) +9684 train 3.127924 (lr=6.1542e-05) (hash(x)=37263336) +9685 train 3.132882 (lr=6.1532e-05) (hash(x)=39181931) +9686 train 3.155526 (lr=6.1522e-05) (hash(x)=39180468) +9687 train 3.092519 (lr=6.1513e-05) (hash(x)=45676342) +9688 train 3.214923 (lr=6.1503e-05) (hash(x)=34186435) +9689 train 3.174913 (lr=6.1493e-05) (hash(x)=40362722) +9690 train 3.285225 (lr=6.1484e-05) (hash(x)=37659552) +9691 train 3.165209 (lr=6.1474e-05) (hash(x)=40864867) +9692 train 3.053848 (lr=6.1465e-05) (hash(x)=39094131) +9693 train 3.136179 (lr=6.1455e-05) (hash(x)=39317988) +9694 train 3.103191 (lr=6.1446e-05) (hash(x)=42925963) +9695 train 3.127291 (lr=6.1436e-05) (hash(x)=37527819) +9696 train 3.096247 (lr=6.1427e-05) (hash(x)=39831257) +9697 train 3.137455 (lr=6.1418e-05) (hash(x)=39456492) +9698 train 3.174598 (lr=6.1408e-05) (hash(x)=35736738) +9699 train 3.162607 (lr=6.1399e-05) (hash(x)=37314296) +9700 train 3.090899 (lr=6.1390e-05) (hash(x)=40439855) +9701 train 3.147047 (lr=6.1381e-05) (hash(x)=38537192) +9702 train 3.172968 (lr=6.1371e-05) (hash(x)=42545932) +9703 train 3.215224 (lr=6.1362e-05) (hash(x)=42358547) +9704 train 3.150958 (lr=6.1353e-05) (hash(x)=45321664) +9705 train 3.151892 (lr=6.1344e-05) (hash(x)=41990758) +9706 train 3.121282 (lr=6.1335e-05) (hash(x)=40871414) +9707 train 3.129822 (lr=6.1326e-05) (hash(x)=46253678) +9708 train 3.184372 (lr=6.1317e-05) (hash(x)=38117956) +9709 train 3.147583 (lr=6.1308e-05) (hash(x)=43775849) +9710 train 3.133342 (lr=6.1299e-05) (hash(x)=35989715) +9711 train 3.275179 (lr=6.1290e-05) (hash(x)=37319331) 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(hash(x)=40151703) +9730 train 3.152358 (lr=6.1126e-05) (hash(x)=40311177) +9731 train 3.147460 (lr=6.1118e-05) (hash(x)=37154884) +9732 train 3.123617 (lr=6.1109e-05) (hash(x)=41653379) +9733 train 3.139544 (lr=6.1101e-05) (hash(x)=40207795) +9734 train 3.139743 (lr=6.1093e-05) (hash(x)=37893389) +9735 train 3.174788 (lr=6.1085e-05) (hash(x)=40317089) +9736 train 3.098869 (lr=6.1076e-05) (hash(x)=37899012) +9737 train 3.101943 (lr=6.1068e-05) (hash(x)=40049932) +9738 train 3.167742 (lr=6.1060e-05) (hash(x)=41152327) +9739 train 3.196207 (lr=6.1052e-05) (hash(x)=37556713) +9740 train 3.232392 (lr=6.1044e-05) (hash(x)=35782016) +9741 train 3.149251 (lr=6.1036e-05) (hash(x)=35140985) +9742 train 3.094743 (lr=6.1028e-05) (hash(x)=38014868) +9743 train 3.115012 (lr=6.1020e-05) (hash(x)=45601217) +9744 train 3.193895 (lr=6.1012e-05) (hash(x)=35283633) +9745 train 3.141752 (lr=6.1004e-05) (hash(x)=39121820) +9746 train 3.118782 (lr=6.0996e-05) (hash(x)=33341688) +9747 train 3.162176 (lr=6.0989e-05) (hash(x)=39687800) +9748 train 3.225625 (lr=6.0981e-05) (hash(x)=38123993) +9749 train 3.135875 (lr=6.0973e-05) (hash(x)=46921668) +9750 val loss 3.1110 +9750 val perplexity 22.4434 +9750 hella 0.2943 +9750 train 3.139152 (lr=6.0965e-05) (hash(x)=43627909) +9751 train 3.100399 (lr=6.0958e-05) (hash(x)=37663843) +9752 train 3.123324 (lr=6.0950e-05) (hash(x)=34836689) +9753 train 3.167326 (lr=6.0942e-05) (hash(x)=39927186) +9754 train 3.147722 (lr=6.0935e-05) (hash(x)=39593004) +9755 train 3.156030 (lr=6.0927e-05) (hash(x)=45673735) +9756 train 3.162895 (lr=6.0920e-05) (hash(x)=41104010) +9757 train 3.157614 (lr=6.0912e-05) (hash(x)=41050014) +9758 train 3.157993 (lr=6.0905e-05) (hash(x)=33270846) +9759 train 3.149506 (lr=6.0897e-05) (hash(x)=34687139) +9760 train 3.144650 (lr=6.0890e-05) (hash(x)=43537200) +9761 train 3.164487 (lr=6.0882e-05) (hash(x)=41531635) +9762 train 3.133127 (lr=6.0875e-05) (hash(x)=37082323) +9763 train 3.176560 (lr=6.0868e-05) (hash(x)=43382076) 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(hash(x)=40380951) +9782 train 3.185576 (lr=6.0734e-05) (hash(x)=44366521) +9783 train 3.082430 (lr=6.0727e-05) (hash(x)=42342179) +9784 train 3.214061 (lr=6.0721e-05) (hash(x)=41738513) +9785 train 3.111569 (lr=6.0714e-05) (hash(x)=40407555) +9786 train 3.040059 (lr=6.0707e-05) (hash(x)=40789316) +9787 train 3.157084 (lr=6.0701e-05) (hash(x)=38913391) +9788 train 3.102062 (lr=6.0694e-05) (hash(x)=47036772) +9789 train 3.144437 (lr=6.0688e-05) (hash(x)=26354961) +9790 train 3.161974 (lr=6.0681e-05) (hash(x)=40784104) +9791 train 3.153531 (lr=6.0675e-05) (hash(x)=43435512) +9792 train 3.183723 (lr=6.0668e-05) (hash(x)=42553720) +9793 train 3.144334 (lr=6.0662e-05) (hash(x)=37984547) +9794 train 3.172748 (lr=6.0656e-05) (hash(x)=42927726) +9795 train 3.188836 (lr=6.0649e-05) (hash(x)=42175938) +9796 train 3.134390 (lr=6.0643e-05) (hash(x)=41660050) +9797 train 3.113340 (lr=6.0637e-05) (hash(x)=40258171) +9798 train 3.148242 (lr=6.0630e-05) (hash(x)=38329934) +9799 train 3.172005 (lr=6.0624e-05) (hash(x)=32156995) +9800 train 3.066052 (lr=6.0618e-05) (hash(x)=48507790) +9801 train 3.115627 (lr=6.0612e-05) (hash(x)=37695808) +9802 train 3.127683 (lr=6.0606e-05) (hash(x)=38611601) +9803 train 3.100191 (lr=6.0600e-05) (hash(x)=40437689) +9804 train 3.144244 (lr=6.0594e-05) (hash(x)=43384874) +9805 train 3.122905 (lr=6.0587e-05) (hash(x)=38421638) +9806 train 3.103165 (lr=6.0581e-05) (hash(x)=41890318) +9807 train 3.157286 (lr=6.0575e-05) (hash(x)=44892372) +9808 train 3.105817 (lr=6.0570e-05) (hash(x)=33604327) +9809 train 3.224187 (lr=6.0564e-05) (hash(x)=45069907) +9810 train 3.145829 (lr=6.0558e-05) (hash(x)=38583278) +9811 train 3.159273 (lr=6.0552e-05) (hash(x)=36663739) +9812 train 3.103416 (lr=6.0546e-05) (hash(x)=40644905) +9813 train 3.111456 (lr=6.0540e-05) (hash(x)=36353540) +9814 train 3.162480 (lr=6.0535e-05) (hash(x)=33446948) +9815 train 3.121889 (lr=6.0529e-05) (hash(x)=41412846) +9816 train 3.144733 (lr=6.0523e-05) (hash(x)=41861581) +9817 train 3.048448 (lr=6.0517e-05) (hash(x)=39777306) +9818 train 3.100667 (lr=6.0512e-05) (hash(x)=39035874) +9819 train 3.091319 (lr=6.0506e-05) (hash(x)=37351804) +9820 train 3.092734 (lr=6.0501e-05) (hash(x)=41087228) +9821 train 3.070212 (lr=6.0495e-05) (hash(x)=40832561) +9822 train 3.138529 (lr=6.0490e-05) (hash(x)=38778936) +9823 train 3.133290 (lr=6.0484e-05) (hash(x)=41597361) +9824 train 3.180491 (lr=6.0479e-05) (hash(x)=37884561) +9825 train 3.072222 (lr=6.0473e-05) (hash(x)=41581772) +9826 train 3.160193 (lr=6.0468e-05) (hash(x)=40877354) +9827 train 3.153435 (lr=6.0462e-05) (hash(x)=41625142) +9828 train 3.139192 (lr=6.0457e-05) (hash(x)=39349602) +9829 train 3.123388 (lr=6.0452e-05) (hash(x)=41073420) +9830 train 3.133773 (lr=6.0447e-05) (hash(x)=40927210) +9831 train 3.146686 (lr=6.0441e-05) (hash(x)=41889457) +9832 train 3.165138 (lr=6.0436e-05) (hash(x)=36863749) +9833 train 3.152885 (lr=6.0431e-05) (hash(x)=41790403) +9834 train 3.176596 (lr=6.0426e-05) (hash(x)=38013384) 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(hash(x)=36289706) +9853 train 3.106575 (lr=6.0334e-05) (hash(x)=39255517) +9854 train 3.149327 (lr=6.0329e-05) (hash(x)=40017470) +9855 train 3.074012 (lr=6.0325e-05) (hash(x)=39883882) +9856 train 3.128435 (lr=6.0320e-05) (hash(x)=47098079) +9857 train 3.104299 (lr=6.0316e-05) (hash(x)=44785563) +9858 train 3.161027 (lr=6.0312e-05) (hash(x)=41630703) +9859 train 3.105958 (lr=6.0307e-05) (hash(x)=42265263) +9860 train 3.130162 (lr=6.0303e-05) (hash(x)=42423511) +9861 train 3.123385 (lr=6.0299e-05) (hash(x)=44714452) +9862 train 3.177729 (lr=6.0294e-05) (hash(x)=49394032) +9863 train 3.141180 (lr=6.0290e-05) (hash(x)=41446183) +9864 train 3.138359 (lr=6.0286e-05) (hash(x)=45423241) +9865 train 3.170351 (lr=6.0282e-05) (hash(x)=38575184) +9866 train 3.110232 (lr=6.0277e-05) (hash(x)=40011652) +9867 train 3.112441 (lr=6.0273e-05) (hash(x)=36502424) +9868 train 3.150548 (lr=6.0269e-05) (hash(x)=37277966) +9869 train 3.117607 (lr=6.0265e-05) (hash(x)=42050131) +9870 train 3.123381 (lr=6.0261e-05) (hash(x)=40488046) +9871 train 3.102976 (lr=6.0257e-05) (hash(x)=41628228) +9872 train 3.149282 (lr=6.0253e-05) (hash(x)=38976337) +9873 train 3.145078 (lr=6.0249e-05) (hash(x)=42548965) +9874 train 3.179712 (lr=6.0245e-05) (hash(x)=42149363) +9875 train 3.213901 (lr=6.0241e-05) (hash(x)=36093892) +9876 train 3.163807 (lr=6.0238e-05) (hash(x)=38487793) +9877 train 3.107886 (lr=6.0234e-05) (hash(x)=35406173) +9878 train 3.095833 (lr=6.0230e-05) (hash(x)=42860597) +9879 train 3.133630 (lr=6.0226e-05) (hash(x)=40471517) +9880 train 3.208893 (lr=6.0223e-05) (hash(x)=38208956) +9881 train 3.170073 (lr=6.0219e-05) (hash(x)=37287570) +9882 train 3.125641 (lr=6.0215e-05) (hash(x)=38513031) +9883 train 3.131882 (lr=6.0212e-05) (hash(x)=42048953) +9884 train 3.148495 (lr=6.0208e-05) (hash(x)=37180778) +9885 train 3.082375 (lr=6.0204e-05) (hash(x)=36795978) +9886 train 3.098883 (lr=6.0201e-05) (hash(x)=34755135) +9887 train 3.089999 (lr=6.0197e-05) (hash(x)=36720056) +9888 train 3.115478 (lr=6.0194e-05) (hash(x)=35001697) +9889 train 3.104945 (lr=6.0190e-05) (hash(x)=44216024) +9890 train 3.138826 (lr=6.0187e-05) (hash(x)=35606719) +9891 train 3.118215 (lr=6.0184e-05) (hash(x)=38626374) +9892 train 3.043711 (lr=6.0180e-05) (hash(x)=43128356) +9893 train 3.142528 (lr=6.0177e-05) (hash(x)=33631790) +9894 train 3.136954 (lr=6.0174e-05) (hash(x)=37013026) +9895 train 3.124355 (lr=6.0170e-05) (hash(x)=38279807) +9896 train 3.123178 (lr=6.0167e-05) (hash(x)=54250224) +9897 train 3.165890 (lr=6.0164e-05) (hash(x)=37829360) +9898 train 3.199333 (lr=6.0161e-05) (hash(x)=34562819) +9899 train 3.109542 (lr=6.0158e-05) (hash(x)=38588555) +9900 train 3.143599 (lr=6.0155e-05) (hash(x)=41714010) +9901 train 3.096284 (lr=6.0151e-05) (hash(x)=40847756) +9902 train 3.157224 (lr=6.0148e-05) (hash(x)=42082508) +9903 train 3.107373 (lr=6.0145e-05) (hash(x)=39275125) +9904 train 3.188773 (lr=6.0142e-05) (hash(x)=48358855) +9905 train 3.130573 (lr=6.0139e-05) (hash(x)=40583533) +9906 train 3.126354 (lr=6.0137e-05) (hash(x)=39011594) +9907 train 3.074543 (lr=6.0134e-05) (hash(x)=36824577) +9908 train 3.131648 (lr=6.0131e-05) (hash(x)=34469865) +9909 train 3.141838 (lr=6.0128e-05) (hash(x)=44032280) +9910 train 3.135060 (lr=6.0125e-05) (hash(x)=41368977) +9911 train 3.157208 (lr=6.0122e-05) (hash(x)=38937806) +9912 train 3.143832 (lr=6.0120e-05) (hash(x)=39628376) +9913 train 3.152272 (lr=6.0117e-05) (hash(x)=34947735) +9914 train 3.125078 (lr=6.0114e-05) (hash(x)=39550281) +9915 train 3.155260 (lr=6.0112e-05) (hash(x)=44916647) +9916 train 3.105486 (lr=6.0109e-05) (hash(x)=36634407) +9917 train 3.137024 (lr=6.0106e-05) (hash(x)=40602462) +9918 train 3.124815 (lr=6.0104e-05) (hash(x)=44797558) +9919 train 3.128991 (lr=6.0101e-05) (hash(x)=32683756) +9920 train 3.112402 (lr=6.0099e-05) (hash(x)=40222481) +9921 train 3.116164 (lr=6.0096e-05) (hash(x)=41158201) +9922 train 3.098504 (lr=6.0094e-05) (hash(x)=38804495) +9923 train 3.133537 (lr=6.0092e-05) (hash(x)=39487565) +9924 train 3.123863 (lr=6.0089e-05) (hash(x)=39824017) +9925 train 3.049550 (lr=6.0087e-05) (hash(x)=37587696) +9926 train 3.151223 (lr=6.0085e-05) (hash(x)=39632774) +9927 train 3.148892 (lr=6.0082e-05) (hash(x)=45941633) +9928 train 3.050713 (lr=6.0080e-05) (hash(x)=42335966) +9929 train 3.136170 (lr=6.0078e-05) (hash(x)=47609367) +9930 train 3.169904 (lr=6.0076e-05) (hash(x)=39450223) +9931 train 3.116508 (lr=6.0074e-05) (hash(x)=40414253) +9932 train 3.149271 (lr=6.0071e-05) (hash(x)=38849710) +9933 train 3.144883 (lr=6.0069e-05) (hash(x)=41653220) +9934 train 3.117983 (lr=6.0067e-05) (hash(x)=40169526) +9935 train 3.150639 (lr=6.0065e-05) (hash(x)=44858000) +9936 train 3.129239 (lr=6.0063e-05) (hash(x)=38894878) +9937 train 3.135056 (lr=6.0061e-05) (hash(x)=43613758) +9938 train 3.183457 (lr=6.0059e-05) (hash(x)=47474569) +9939 train 3.099566 (lr=6.0058e-05) (hash(x)=43775495) +9940 train 3.314297 (lr=6.0056e-05) (hash(x)=40715325) +9941 train 3.135707 (lr=6.0054e-05) (hash(x)=39592467) +9942 train 3.132821 (lr=6.0052e-05) (hash(x)=42624187) +9943 train 3.226652 (lr=6.0050e-05) (hash(x)=50975897) +9944 train 3.057217 (lr=6.0048e-05) (hash(x)=37829145) +9945 train 3.214923 (lr=6.0047e-05) (hash(x)=36552249) +9946 train 3.152390 (lr=6.0045e-05) (hash(x)=44288049) +9947 train 3.189980 (lr=6.0043e-05) (hash(x)=37746209) +9948 train 3.191511 (lr=6.0042e-05) (hash(x)=40652438) +9949 train 3.168745 (lr=6.0040e-05) (hash(x)=44620132) +9950 train 3.159909 (lr=6.0039e-05) (hash(x)=45561207) +9951 train 3.150944 (lr=6.0037e-05) (hash(x)=39004659) +9952 train 3.129586 (lr=6.0036e-05) (hash(x)=35113270) +9953 train 3.121883 (lr=6.0034e-05) (hash(x)=36351666) +9954 train 3.124267 (lr=6.0033e-05) (hash(x)=38936350) +9955 train 3.171279 (lr=6.0031e-05) (hash(x)=46201334) +9956 train 3.040891 (lr=6.0030e-05) (hash(x)=43453200) +9957 train 3.058136 (lr=6.0029e-05) (hash(x)=37184899) +9958 train 3.160309 (lr=6.0027e-05) (hash(x)=40527967) +9959 train 3.161696 (lr=6.0026e-05) (hash(x)=39602329) +9960 train 3.106647 (lr=6.0025e-05) (hash(x)=38847498) +9961 train 3.086305 (lr=6.0024e-05) (hash(x)=44106590) +9962 train 3.108315 (lr=6.0022e-05) (hash(x)=41490965) +9963 train 3.117073 (lr=6.0021e-05) (hash(x)=39832265) +9964 train 3.148517 (lr=6.0020e-05) (hash(x)=41997044) +9965 train 3.126395 (lr=6.0019e-05) (hash(x)=40129952) +9966 train 3.174607 (lr=6.0018e-05) (hash(x)=39801305) +9967 train 3.109572 (lr=6.0017e-05) (hash(x)=38914190) +9968 train 3.207521 (lr=6.0016e-05) (hash(x)=37138572) +9969 train 3.161117 (lr=6.0015e-05) (hash(x)=41294566) +9970 train 3.111243 (lr=6.0014e-05) (hash(x)=44762367) +9971 train 3.103354 (lr=6.0013e-05) (hash(x)=41635683) +9972 train 3.149232 (lr=6.0012e-05) (hash(x)=37761743) +9973 train 3.126363 (lr=6.0011e-05) (hash(x)=45386286) +9974 train 3.182794 (lr=6.0010e-05) (hash(x)=42485480) +9975 train 3.114856 (lr=6.0010e-05) (hash(x)=40198349) +9976 train 3.066678 (lr=6.0009e-05) (hash(x)=43807060) +9977 train 3.105645 (lr=6.0008e-05) (hash(x)=39885607) +9978 train 3.149541 (lr=6.0007e-05) (hash(x)=43005593) +9979 train 3.165598 (lr=6.0007e-05) (hash(x)=35687855) +9980 train 3.131256 (lr=6.0006e-05) (hash(x)=36913433) +9981 train 3.212622 (lr=6.0006e-05) (hash(x)=41135209) +9982 train 3.187237 (lr=6.0005e-05) (hash(x)=50145156) +9983 train 3.207015 (lr=6.0004e-05) (hash(x)=38878355) +9984 train 3.190799 (lr=6.0004e-05) (hash(x)=40197635) +9985 train 3.253260 (lr=6.0003e-05) (hash(x)=44139663) +9986 train 3.134738 (lr=6.0003e-05) (hash(x)=38855758) +9987 train 3.169447 (lr=6.0003e-05) (hash(x)=42214173) +9988 train 3.183457 (lr=6.0002e-05) (hash(x)=31913186) +9989 train 3.193143 (lr=6.0002e-05) (hash(x)=38815597) +9990 train 3.143964 (lr=6.0002e-05) (hash(x)=37557401) +9991 train 3.116773 (lr=6.0001e-05) (hash(x)=41046165) +9992 train 3.133972 (lr=6.0001e-05) (hash(x)=43449463) +9993 train 3.116048 (lr=6.0001e-05) (hash(x)=38023800) +9994 train 3.132449 (lr=6.0001e-05) (hash(x)=41871892) +9995 train 3.116506 (lr=6.0000e-05) (hash(x)=40567150) +9996 train 3.058635 (lr=6.0000e-05) (hash(x)=44577568) +9997 train 3.130215 (lr=6.0000e-05) (hash(x)=40080828) +9998 train 3.133835 (lr=6.0000e-05) (hash(x)=39340600) +9999 val loss 3.1094 +9999 val perplexity 22.4084 +9999 hella 0.2939 +9999 train 3.117253 (lr=6.0000e-05) (hash(x)=43843813)