| max_steps: 1000 |
| 0 val loss 11.6870 |
| 0 val perplexity 119016.5000 |
| 0 train 11.697288 (lr=1.3986e-06) (hash(x)=5534142) |
| 1 train 11.703205 (lr=2.7972e-06) (hash(x)=6328012) |
| 2 train 11.693671 (lr=4.1958e-06) (hash(x)=5556098) |
| 3 train 11.674109 (lr=5.5944e-06) (hash(x)=6219138) |
| 4 train 11.644265 (lr=6.9930e-06) (hash(x)=5491972) |
| 5 train 11.621668 (lr=8.3916e-06) (hash(x)=5917741) |
| 6 train 11.590139 (lr=9.7902e-06) (hash(x)=6112458) |
| 7 train 11.548161 (lr=1.1189e-05) (hash(x)=6568379) |
| 8 train 11.491055 (lr=1.2587e-05) (hash(x)=7386082) |
| 9 train 11.451992 (lr=1.3986e-05) (hash(x)=6151674) |
| 10 train 11.421305 (lr=1.5385e-05) (hash(x)=7859060) |
| 11 train 11.352206 (lr=1.6783e-05) (hash(x)=6391506) |
| 12 train 11.296203 (lr=1.8182e-05) (hash(x)=5985675) |
| 13 train 11.237391 (lr=1.9580e-05) (hash(x)=6984772) |
| 14 train 11.164810 (lr=2.0979e-05) (hash(x)=6603717) |
| 15 train 11.073522 (lr=2.2378e-05) (hash(x)=6190579) |
| 16 train 11.004282 (lr=2.3776e-05) (hash(x)=7276303) |
| 17 train 10.991491 (lr=2.5175e-05) (hash(x)=6630378) |
| 18 train 10.943866 (lr=2.6573e-05) (hash(x)=9989744) |
| 19 train 10.810376 (lr=2.7972e-05) (hash(x)=6317894) |
| 20 train 10.716109 (lr=2.9371e-05) (hash(x)=7947703) |
| 21 train 10.652974 (lr=3.0769e-05) (hash(x)=5777498) |
| 22 train 10.623652 (lr=3.2168e-05) (hash(x)=7723226) |
| 23 train 10.563340 (lr=3.3566e-05) (hash(x)=6491229) |
| 24 train 10.606959 (lr=3.4965e-05) (hash(x)=6019389) |
| 25 train 10.544305 (lr=3.6364e-05) (hash(x)=4648609) |
| 26 train 10.480566 (lr=3.7762e-05) (hash(x)=5558355) |
| 27 train 10.496490 (lr=3.9161e-05) (hash(x)=6369326) |
| 28 train 10.436907 (lr=4.0559e-05) (hash(x)=4906853) |
| 29 train 10.337166 (lr=4.1958e-05) (hash(x)=6437376) |
| 30 train 10.424633 (lr=4.3357e-05) (hash(x)=7084093) |
| 31 train 10.366438 (lr=4.4755e-05) (hash(x)=7048804) |
| 32 train 10.380322 (lr=4.6154e-05) (hash(x)=5752594) |
| 33 train 10.201049 (lr=4.7552e-05) (hash(x)=6393520) |
| 34 train 10.399938 (lr=4.8951e-05) (hash(x)=6793550) |
| 35 train 10.337663 (lr=5.0350e-05) (hash(x)=6581348) |
| 36 train 10.318378 (lr=5.1748e-05) (hash(x)=6235837) |
| 37 train 10.360291 (lr=5.3147e-05) (hash(x)=7083021) |
| 38 train 10.342774 (lr=5.4545e-05) (hash(x)=6155821) |
| 39 train 10.252976 (lr=5.5944e-05) (hash(x)=5657123) |
| 40 train 10.163769 (lr=5.7343e-05) (hash(x)=5312267) |
| 41 train 10.268682 (lr=5.8741e-05) (hash(x)=6830813) |
| 42 train 10.233603 (lr=6.0140e-05) (hash(x)=6424933) |
| 43 train 10.192308 (lr=6.1538e-05) (hash(x)=6680023) |
| 44 train 10.154663 (lr=6.2937e-05) (hash(x)=7523279) |
| 45 train 10.094012 (lr=6.4336e-05) (hash(x)=6635925) |
| 46 train 10.130739 (lr=6.5734e-05) (hash(x)=5869441) |
| 47 train 10.111992 (lr=6.7133e-05) (hash(x)=6349004) |
| 48 train 10.017846 (lr=6.8531e-05) (hash(x)=6008454) |
| 49 train 10.018545 (lr=6.9930e-05) (hash(x)=7682741) |
| 50 val loss 10.0566 |
| 50 val perplexity 23308.0664 |
| 50 train 10.064154 (lr=7.1329e-05) (hash(x)=7794028) |
| 51 train 10.022840 (lr=7.2727e-05) (hash(x)=6166062) |
| 52 train 9.962205 (lr=7.4126e-05) (hash(x)=4811192) |
| 53 train 9.918077 (lr=7.5524e-05) (hash(x)=7822680) |
| 54 train 9.858716 (lr=7.6923e-05) (hash(x)=6431409) |
| 55 train 9.861258 (lr=7.8322e-05) (hash(x)=5323032) |
| 56 train 9.806050 (lr=7.9720e-05) (hash(x)=7363286) |
| 57 train 9.802444 (lr=8.1119e-05) (hash(x)=5616075) |
| 58 train 9.799147 (lr=8.2517e-05) (hash(x)=5672608) |
| 59 train 9.725146 (lr=8.3916e-05) (hash(x)=6839867) |
| 60 train 9.653217 (lr=8.5315e-05) (hash(x)=4916928) |
| 61 train 9.664149 (lr=8.6713e-05) (hash(x)=8353379) |
| 62 train 9.590437 (lr=8.8112e-05) (hash(x)=4838871) |
| 63 train 9.468619 (lr=8.9510e-05) (hash(x)=6795665) |
| 64 train 9.465662 (lr=9.0909e-05) (hash(x)=6678038) |
| 65 train 9.494607 (lr=9.2308e-05) (hash(x)=6112215) |
| 66 train 9.427754 (lr=9.3706e-05) (hash(x)=5915361) |
| 67 train 9.312510 (lr=9.5105e-05) (hash(x)=5771588) |
| 68 train 9.273679 (lr=9.6503e-05) (hash(x)=5688829) |
| 69 train 9.181032 (lr=9.7902e-05) (hash(x)=5443305) |
| 70 train 9.284546 (lr=9.9301e-05) (hash(x)=6901933) |
| 71 train 9.169958 (lr=1.0070e-04) (hash(x)=4294425) |
| 72 train 9.075689 (lr=1.0210e-04) (hash(x)=4363941) |
| 73 train 9.149575 (lr=1.0350e-04) (hash(x)=5486335) |
| 74 train 9.056443 (lr=1.0490e-04) (hash(x)=7295165) |
| 75 train 9.018016 (lr=1.0629e-04) (hash(x)=6267424) |
| 76 train 8.985387 (lr=1.0769e-04) (hash(x)=5270452) |
| 77 train 8.889153 (lr=1.0909e-04) (hash(x)=6305297) |
| 78 train 8.974252 (lr=1.1049e-04) (hash(x)=6040077) |
| 79 train 8.864988 (lr=1.1189e-04) (hash(x)=7130251) |
| 80 train 8.644584 (lr=1.1329e-04) (hash(x)=6508350) |
| 81 train 8.762431 (lr=1.1469e-04) (hash(x)=5859576) |
| 82 train 8.482652 (lr=1.1608e-04) (hash(x)=4892065) |
| 83 train 8.580753 (lr=1.1748e-04) (hash(x)=7317289) |
| 84 train 8.608212 (lr=1.1888e-04) (hash(x)=5510218) |
| 85 train 8.649257 (lr=1.2028e-04) (hash(x)=6752265) |
| 86 train 8.474513 (lr=1.2168e-04) (hash(x)=6530867) |
| 87 train 8.467771 (lr=1.2308e-04) (hash(x)=5790078) |
| 88 train 8.448227 (lr=1.2448e-04) (hash(x)=7614023) |
| 89 train 8.440626 (lr=1.2587e-04) (hash(x)=5245146) |
| 90 train 8.340357 (lr=1.2727e-04) (hash(x)=5786972) |
| 91 train 8.333920 (lr=1.2867e-04) (hash(x)=6346459) |
| 92 train 8.337217 (lr=1.3007e-04) (hash(x)=5209234) |
| 93 train 8.223918 (lr=1.3147e-04) (hash(x)=5676768) |
| 94 train 8.350408 (lr=1.3287e-04) (hash(x)=5863092) |
| 95 train 8.311888 (lr=1.3427e-04) (hash(x)=7019489) |
| 96 train 8.160555 (lr=1.3566e-04) (hash(x)=5483019) |
| 97 train 8.171141 (lr=1.3706e-04) (hash(x)=5968716) |
| 98 train 8.058758 (lr=1.3846e-04) (hash(x)=7780194) |
| 99 train 8.073570 (lr=1.3986e-04) (hash(x)=3784321) |
| 100 val loss 8.0696 |
| 100 val perplexity 3195.9485 |
| 100 train 8.064280 (lr=1.4126e-04) (hash(x)=7774109) |
| 101 train 8.180045 (lr=1.4266e-04) (hash(x)=6576749) |
| 102 train 8.073578 (lr=1.4406e-04) (hash(x)=7072404) |
| 103 train 7.956420 (lr=1.4545e-04) (hash(x)=6556025) |
| 104 train 8.027597 (lr=1.4685e-04) (hash(x)=7325027) |
| 105 train 8.020245 (lr=1.4825e-04) (hash(x)=6373412) |
| 106 train 7.903085 (lr=1.4965e-04) (hash(x)=5262868) |
| 107 train 7.826821 (lr=1.5105e-04) (hash(x)=8055563) |
| 108 train 7.935591 (lr=1.5245e-04) (hash(x)=5932790) |
| 109 train 7.868052 (lr=1.5385e-04) (hash(x)=5680154) |
| 110 train 7.917224 (lr=1.5524e-04) (hash(x)=5914217) |
| 111 train 7.827121 (lr=1.5664e-04) (hash(x)=6424128) |
| 112 train 7.772991 (lr=1.5804e-04) (hash(x)=7804089) |
| 113 train 7.871150 (lr=1.5944e-04) (hash(x)=6490149) |
| 114 train 7.796384 (lr=1.6084e-04) (hash(x)=6283540) |
| 115 train 7.758559 (lr=1.6224e-04) (hash(x)=5728337) |
| 116 train 7.756753 (lr=1.6364e-04) (hash(x)=7400272) |
| 117 train 7.764024 (lr=1.6503e-04) (hash(x)=6473432) |
| 118 train 7.830143 (lr=1.6643e-04) (hash(x)=6922646) |
| 119 train 7.720221 (lr=1.6783e-04) (hash(x)=7277141) |
| 120 train 7.771255 (lr=1.6923e-04) (hash(x)=7443124) |
| 121 train 7.761242 (lr=1.7063e-04) (hash(x)=5632735) |
| 122 train 7.569963 (lr=1.7203e-04) (hash(x)=5881015) |
| 123 train 7.719284 (lr=1.7343e-04) (hash(x)=5809411) |
| 124 train 7.717339 (lr=1.7483e-04) (hash(x)=7232964) |
| 125 train 7.694315 (lr=1.7622e-04) (hash(x)=6171829) |
| 126 train 7.770548 (lr=1.7762e-04) (hash(x)=5884456) |
| 127 train 7.719826 (lr=1.7902e-04) (hash(x)=5077031) |
| 128 train 7.773602 (lr=1.8042e-04) (hash(x)=6248895) |
| 129 train 7.691053 (lr=1.8182e-04) (hash(x)=6918004) |
| 130 train 7.744273 (lr=1.8322e-04) (hash(x)=6482466) |
| 131 train 7.666913 (lr=1.8462e-04) (hash(x)=6588573) |
| 132 train 7.723249 (lr=1.8601e-04) (hash(x)=6136939) |
| 133 train 7.631812 (lr=1.8741e-04) (hash(x)=7040157) |
| 134 train 7.725544 (lr=1.8881e-04) (hash(x)=6455595) |
| 135 train 7.708362 (lr=1.9021e-04) (hash(x)=4122983) |
| 136 train 7.641993 (lr=1.9161e-04) (hash(x)=4724052) |
| 137 train 7.603775 (lr=1.9301e-04) (hash(x)=6820797) |
| 138 train 7.836803 (lr=1.9441e-04) (hash(x)=7477594) |
| 139 train 7.581267 (lr=1.9580e-04) (hash(x)=6146305) |
| 140 train 7.606592 (lr=1.9720e-04) (hash(x)=6814831) |
| 141 train 7.608084 (lr=1.9860e-04) (hash(x)=5548298) |
| 142 train 7.768223 (lr=2.0000e-04) (hash(x)=7609416) |
| 143 train 7.703319 (lr=2.0140e-04) (hash(x)=7574342) |
| 144 train 7.566972 (lr=2.0280e-04) (hash(x)=5906937) |
| 145 train 7.609381 (lr=2.0420e-04) (hash(x)=8013471) |
| 146 train 7.596162 (lr=2.0559e-04) (hash(x)=6146213) |
| 147 train 7.629440 (lr=2.0699e-04) (hash(x)=6709902) |
| 148 train 7.770957 (lr=2.0839e-04) (hash(x)=6402571) |
| 149 train 7.589540 (lr=2.0979e-04) (hash(x)=7683614) |
| 150 val loss 7.6168 |
| 150 val perplexity 2032.0188 |
| 150 train 7.576081 (lr=2.1119e-04) (hash(x)=5453026) |
| 151 train 7.539551 (lr=2.1259e-04) (hash(x)=6260017) |
| 152 train 7.664032 (lr=2.1399e-04) (hash(x)=6591466) |
| 153 train 7.636136 (lr=2.1538e-04) (hash(x)=5501472) |
| 154 train 7.684352 (lr=2.1678e-04) (hash(x)=5871698) |
| 155 train 7.519178 (lr=2.1818e-04) (hash(x)=4282052) |
| 156 train 7.606510 (lr=2.1958e-04) (hash(x)=7824660) |
| 157 train 7.538606 (lr=2.2098e-04) (hash(x)=5954950) |
| 158 train 7.604222 (lr=2.2238e-04) (hash(x)=5484656) |
| 159 train 7.701617 (lr=2.2378e-04) (hash(x)=7031328) |
| 160 train 7.665685 (lr=2.2517e-04) (hash(x)=9157069) |
| 161 train 7.744207 (lr=2.2657e-04) (hash(x)=5996883) |
| 162 train 7.806075 (lr=2.2797e-04) (hash(x)=7645447) |
| 163 train 7.853721 (lr=2.2937e-04) (hash(x)=6336164) |
| 164 train 7.596636 (lr=2.3077e-04) (hash(x)=5224240) |
| 165 train 7.922683 (lr=2.3217e-04) (hash(x)=5447801) |
| 166 train 7.628397 (lr=2.3357e-04) (hash(x)=4155598) |
| 167 train 7.612489 (lr=2.3497e-04) (hash(x)=7482744) |
| 168 train 7.633993 (lr=2.3636e-04) (hash(x)=4733414) |
| 169 train 7.608324 (lr=2.3776e-04) (hash(x)=7806284) |
| 170 train 7.613298 (lr=2.3916e-04) (hash(x)=7236478) |
| 171 train 7.626079 (lr=2.4056e-04) (hash(x)=4656255) |
| 172 train 7.732102 (lr=2.4196e-04) (hash(x)=9298325) |
| 173 train 7.650301 (lr=2.4336e-04) (hash(x)=6287524) |
| 174 train 7.692192 (lr=2.4476e-04) (hash(x)=7895970) |
| 175 train 7.658209 (lr=2.4615e-04) (hash(x)=8847992) |
| 176 train 7.848678 (lr=2.4755e-04) (hash(x)=6338998) |
| 177 train 7.826061 (lr=2.4895e-04) (hash(x)=7104011) |
| 178 train 7.644137 (lr=2.5035e-04) (hash(x)=5573214) |
| 179 train 7.687749 (lr=2.5175e-04) (hash(x)=6882897) |
| 180 train 7.641420 (lr=2.5315e-04) (hash(x)=5854242) |
| 181 train 7.500236 (lr=2.5455e-04) (hash(x)=6972494) |
| 182 train 7.541924 (lr=2.5594e-04) (hash(x)=6796805) |
| 183 train 7.443000 (lr=2.5734e-04) (hash(x)=6139120) |
| 184 train 7.616415 (lr=2.5874e-04) (hash(x)=6486796) |
| 185 train 7.493693 (lr=2.6014e-04) (hash(x)=5578797) |
| 186 train 7.566456 (lr=2.6154e-04) (hash(x)=6895326) |
| 187 train 7.604846 (lr=2.6294e-04) (hash(x)=7783160) |
| 188 train 7.632280 (lr=2.6434e-04) (hash(x)=4867625) |
| 189 train 7.454949 (lr=2.6573e-04) (hash(x)=6631123) |
| 190 train 7.306797 (lr=2.6713e-04) (hash(x)=6710965) |
| 191 train 7.441695 (lr=2.6853e-04) (hash(x)=6294657) |
| 192 train 7.603365 (lr=2.6993e-04) (hash(x)=5443606) |
| 193 train 7.581280 (lr=2.7133e-04) (hash(x)=7035770) |
| 194 train 7.624101 (lr=2.7273e-04) (hash(x)=4899541) |
| 195 train 7.476818 (lr=2.7413e-04) (hash(x)=6227120) |
| 196 train 7.565859 (lr=2.7552e-04) (hash(x)=5981648) |
| 197 train 7.530153 (lr=2.7692e-04) (hash(x)=5558993) |
| 198 train 7.570823 (lr=2.7832e-04) (hash(x)=7015671) |
| 199 train 7.558886 (lr=2.7972e-04) (hash(x)=5931234) |
| 200 val loss 7.5594 |
| 200 val perplexity 1918.6475 |
| 200 train 7.528236 (lr=2.8112e-04) (hash(x)=4582159) |
| 201 train 7.548489 (lr=2.8252e-04) (hash(x)=5029472) |
| 202 train 7.468040 (lr=2.8392e-04) (hash(x)=5434102) |
| 203 train 7.742717 (lr=2.8531e-04) (hash(x)=6810638) |
| 204 train 7.556846 (lr=2.8671e-04) (hash(x)=6521562) |
| 205 train 7.584042 (lr=2.8811e-04) (hash(x)=7226932) |
| 206 train 7.480263 (lr=2.8951e-04) (hash(x)=6957849) |
| 207 train 7.576184 (lr=2.9091e-04) (hash(x)=5334281) |
| 208 train 7.674344 (lr=2.9231e-04) (hash(x)=5887983) |
| 209 train 7.513726 (lr=2.9371e-04) (hash(x)=6393576) |
| 210 train 7.725246 (lr=2.9510e-04) (hash(x)=5057959) |
| 211 train 7.780063 (lr=2.9650e-04) (hash(x)=8595271) |
| 212 train 7.599269 (lr=2.9790e-04) (hash(x)=8395167) |
| 213 train 7.706912 (lr=2.9930e-04) (hash(x)=7634417) |
| 214 train 7.450010 (lr=3.0070e-04) (hash(x)=5257771) |
| 215 train 7.587952 (lr=3.0210e-04) (hash(x)=7674238) |
| 216 train 7.684290 (lr=3.0350e-04) (hash(x)=5300555) |
| 217 train 7.459308 (lr=3.0490e-04) (hash(x)=6066139) |
| 218 train 7.557741 (lr=3.0629e-04) (hash(x)=6688212) |
| 219 train 7.748426 (lr=3.0769e-04) (hash(x)=6642404) |
| 220 train 7.517848 (lr=3.0909e-04) (hash(x)=4961570) |
| 221 train 7.369778 (lr=3.1049e-04) (hash(x)=5105190) |
| 222 train 7.681576 (lr=3.1189e-04) (hash(x)=7155991) |
| 223 train 7.517878 (lr=3.1329e-04) (hash(x)=5132972) |
| 224 train 7.510911 (lr=3.1469e-04) (hash(x)=6269946) |
| 225 train 7.531682 (lr=3.1608e-04) (hash(x)=5396133) |
| 226 train 7.528765 (lr=3.1748e-04) (hash(x)=6394083) |
| 227 train 7.505261 (lr=3.1888e-04) (hash(x)=5237804) |
| 228 train 7.536111 (lr=3.2028e-04) (hash(x)=5216638) |
| 229 train 7.477200 (lr=3.2168e-04) (hash(x)=6735565) |
| 230 train 7.583837 (lr=3.2308e-04) (hash(x)=5983575) |
| 231 train 7.551377 (lr=3.2448e-04) (hash(x)=5831619) |
| 232 train 7.388682 (lr=3.2587e-04) (hash(x)=9109083) |
| 233 train 7.598585 (lr=3.2727e-04) (hash(x)=6912967) |
| 234 train 7.749548 (lr=3.2867e-04) (hash(x)=5965674) |
| 235 train 7.633712 (lr=3.3007e-04) (hash(x)=5822533) |
| 236 train 7.532730 (lr=3.3147e-04) (hash(x)=5268216) |
| 237 train 7.440441 (lr=3.3287e-04) (hash(x)=6531900) |
| 238 train 7.416707 (lr=3.3427e-04) (hash(x)=5426499) |
| 239 train 7.909187 (lr=3.3566e-04) (hash(x)=7455372) |
| 240 train 8.181813 (lr=3.3706e-04) (hash(x)=8319119) |
| 241 train 8.144635 (lr=3.3846e-04) (hash(x)=7592128) |
| 242 train 8.154997 (lr=3.3986e-04) (hash(x)=8704170) |
| 243 train 7.760542 (lr=3.4126e-04) (hash(x)=7165037) |
| 244 train 7.640127 (lr=3.4266e-04) (hash(x)=7678000) |
| 245 train 7.490226 (lr=3.4406e-04) (hash(x)=7414788) |
| 246 train 7.517199 (lr=3.4545e-04) (hash(x)=7326216) |
| 247 train 7.613448 (lr=3.4685e-04) (hash(x)=5857162) |
| 248 train 8.262084 (lr=3.4825e-04) (hash(x)=14715669) |
| 249 train 11.765888 (lr=3.4965e-04) (hash(x)=16950560) |
| 250 val loss 7.5279 |
| 250 val perplexity 1859.2861 |
| 250 train 7.679810 (lr=3.5105e-04) (hash(x)=6159125) |
| 251 train 7.557268 (lr=3.5245e-04) (hash(x)=5908442) |
| 252 train 7.407663 (lr=3.5385e-04) (hash(x)=6668887) |
| 253 train 7.512524 (lr=3.5524e-04) (hash(x)=7662975) |
| 254 train 7.481692 (lr=3.5664e-04) (hash(x)=6669539) |
| 255 train 7.464712 (lr=3.5804e-04) (hash(x)=5015998) |
| 256 train 7.391434 (lr=3.5944e-04) (hash(x)=5458386) |
| 257 train 7.545062 (lr=3.6084e-04) (hash(x)=4849847) |
| 258 train 7.556354 (lr=3.6224e-04) (hash(x)=5125562) |
| 259 train 7.593246 (lr=3.6364e-04) (hash(x)=6012047) |
| 260 train 7.486858 (lr=3.6503e-04) (hash(x)=6079364) |
| 261 train 7.482993 (lr=3.6643e-04) (hash(x)=6030395) |
| 262 train 7.479014 (lr=3.6783e-04) (hash(x)=6781762) |
| 263 train 7.515913 (lr=3.6923e-04) (hash(x)=5238325) |
| 264 train 7.566898 (lr=3.7063e-04) (hash(x)=8611144) |
| 265 train 7.427498 (lr=3.7203e-04) (hash(x)=6901605) |
| 266 train 7.451635 (lr=3.7343e-04) (hash(x)=5499337) |
| 267 train 7.489699 (lr=3.7483e-04) (hash(x)=7134874) |
| 268 train 7.476024 (lr=3.7622e-04) (hash(x)=6149038) |
| 269 train 7.514464 (lr=3.7762e-04) (hash(x)=6609760) |
| 270 train 7.591351 (lr=3.7902e-04) (hash(x)=6652627) |
| 271 train 7.540944 (lr=3.8042e-04) (hash(x)=8618579) |
| 272 train 7.434485 (lr=3.8182e-04) (hash(x)=5896892) |
| 273 train 7.596657 (lr=3.8322e-04) (hash(x)=8945854) |
| 274 train 7.370127 (lr=3.8462e-04) (hash(x)=6775103) |
| 275 train 7.448914 (lr=3.8601e-04) (hash(x)=6200024) |
| 276 train 7.341398 (lr=3.8741e-04) (hash(x)=5238139) |
| 277 train 7.483980 (lr=3.8881e-04) (hash(x)=5780948) |
| 278 train 7.465149 (lr=3.9021e-04) (hash(x)=6168407) |
| 279 train 7.395815 (lr=3.9161e-04) (hash(x)=3775881) |
| 280 train 7.407447 (lr=3.9301e-04) (hash(x)=6848709) |
| 281 train 7.764241 (lr=3.9441e-04) (hash(x)=6478113) |
| 282 train 7.447802 (lr=3.9580e-04) (hash(x)=6483914) |
| 283 train 7.401541 (lr=3.9720e-04) (hash(x)=5927795) |
| 284 train 7.426169 (lr=3.9860e-04) (hash(x)=8438033) |
| 285 train 7.477301 (lr=4.0000e-04) (hash(x)=5684788) |
| 286 train 7.272407 (lr=4.0000e-04) (hash(x)=5710182) |
| 287 train 7.354019 (lr=4.0000e-04) (hash(x)=6160063) |
| 288 train 7.254322 (lr=3.9999e-04) (hash(x)=5955100) |
| 289 train 7.148359 (lr=3.9998e-04) (hash(x)=6672309) |
| 290 train 7.549190 (lr=3.9997e-04) (hash(x)=9001564) |
| 291 train 7.898192 (lr=3.9996e-04) (hash(x)=5454654) |
| 292 train 7.271064 (lr=3.9994e-04) (hash(x)=5174062) |
| 293 train 7.413528 (lr=3.9991e-04) (hash(x)=6199203) |
| 294 train 7.298938 (lr=3.9989e-04) (hash(x)=8352747) |
| 295 train 7.418542 (lr=3.9986e-04) (hash(x)=4547106) |
| 296 train 7.401461 (lr=3.9983e-04) (hash(x)=6433099) |
| 297 train 7.243129 (lr=3.9979e-04) (hash(x)=6424428) |
| 298 train 7.337133 (lr=3.9975e-04) (hash(x)=5975712) |
| 299 train 7.278755 (lr=3.9971e-04) (hash(x)=5458532) |
| 300 val loss 7.3569 |
| 300 val perplexity 1567.0084 |
| 300 train 7.493862 (lr=3.9966e-04) (hash(x)=7002774) |
| 301 train 7.624249 (lr=3.9961e-04) (hash(x)=8206173) |
| 302 train 7.725688 (lr=3.9955e-04) (hash(x)=7784971) |
| 303 train 7.652866 (lr=3.9950e-04) (hash(x)=6001843) |
| 304 train 7.434690 (lr=3.9944e-04) (hash(x)=5698642) |
| 305 train 7.349646 (lr=3.9937e-04) (hash(x)=6600751) |
| 306 train 7.292259 (lr=3.9930e-04) (hash(x)=5804610) |
| 307 train 7.236773 (lr=3.9923e-04) (hash(x)=5162652) |
| 308 train 7.253363 (lr=3.9916e-04) (hash(x)=5297006) |
| 309 train 7.243694 (lr=3.9908e-04) (hash(x)=6728323) |
| 310 train 7.253349 (lr=3.9900e-04) (hash(x)=3964882) |
| 311 train 7.246111 (lr=3.9891e-04) (hash(x)=6735993) |
| 312 train 7.375684 (lr=3.9882e-04) (hash(x)=5150316) |
| 313 train 7.188715 (lr=3.9873e-04) (hash(x)=5220448) |
| 314 train 7.395230 (lr=3.9864e-04) (hash(x)=6971289) |
| 315 train 7.474053 (lr=3.9854e-04) (hash(x)=5012069) |
| 316 train 7.268793 (lr=3.9843e-04) (hash(x)=6576136) |
| 317 train 7.226099 (lr=3.9833e-04) (hash(x)=6077647) |
| 318 train 7.365600 (lr=3.9822e-04) (hash(x)=6032381) |
| 319 train 7.218400 (lr=3.9811e-04) (hash(x)=8410716) |
| 320 train 7.278893 (lr=3.9799e-04) (hash(x)=6212516) |
| 321 train 7.239206 (lr=3.9787e-04) (hash(x)=5298545) |
| 322 train 7.318979 (lr=3.9775e-04) (hash(x)=5779073) |
| 323 train 7.214545 (lr=3.9762e-04) (hash(x)=6340947) |
| 324 train 6.945568 (lr=3.9749e-04) (hash(x)=6530441) |
| 325 train 7.303853 (lr=3.9736e-04) (hash(x)=7818007) |
| 326 train 7.155062 (lr=3.9722e-04) (hash(x)=6277435) |
| 327 train 7.185274 (lr=3.9708e-04) (hash(x)=6226320) |
| 328 train 7.251521 (lr=3.9694e-04) (hash(x)=5463751) |
| 329 train 7.146029 (lr=3.9679e-04) (hash(x)=6579329) |
| 330 train 7.277887 (lr=3.9664e-04) (hash(x)=6660540) |
| 331 train 7.224781 (lr=3.9648e-04) (hash(x)=6491272) |
| 332 train 7.208120 (lr=3.9633e-04) (hash(x)=6766947) |
| 333 train 7.501063 (lr=3.9616e-04) (hash(x)=3721218) |
| 334 train 7.331292 (lr=3.9600e-04) (hash(x)=5229898) |
| 335 train 7.137834 (lr=3.9583e-04) (hash(x)=6054428) |
| 336 train 7.272422 (lr=3.9566e-04) (hash(x)=6290464) |
| 337 train 7.290438 (lr=3.9549e-04) (hash(x)=6904498) |
| 338 train 7.312539 (lr=3.9531e-04) (hash(x)=7765805) |
| 339 train 7.254771 (lr=3.9513e-04) (hash(x)=6543764) |
| 340 train 7.228377 (lr=3.9494e-04) (hash(x)=7204955) |
| 341 train 7.158746 (lr=3.9475e-04) (hash(x)=4423711) |
| 342 train 7.131050 (lr=3.9456e-04) (hash(x)=5343477) |
| 343 train 7.296641 (lr=3.9437e-04) (hash(x)=6595856) |
| 344 train 7.109536 (lr=3.9417e-04) (hash(x)=7229015) |
| 345 train 7.186171 (lr=3.9397e-04) (hash(x)=5916034) |
| 346 train 7.324819 (lr=3.9376e-04) (hash(x)=6939521) |
| 347 train 7.207018 (lr=3.9356e-04) (hash(x)=5492185) |
| 348 train 7.143770 (lr=3.9334e-04) (hash(x)=6898006) |
| 349 train 7.019977 (lr=3.9313e-04) (hash(x)=5462008) |
| 350 val loss 7.2457 |
| 350 val perplexity 1402.0508 |
| 350 train 7.133975 (lr=3.9291e-04) (hash(x)=7821902) |
| 351 train 7.207252 (lr=3.9269e-04) (hash(x)=6608108) |
| 352 train 7.255003 (lr=3.9246e-04) (hash(x)=6295394) |
| 353 train 7.127368 (lr=3.9223e-04) (hash(x)=6803449) |
| 354 train 7.120997 (lr=3.9200e-04) (hash(x)=7444134) |
| 355 train 7.162943 (lr=3.9177e-04) (hash(x)=5361923) |
| 356 train 7.171433 (lr=3.9153e-04) (hash(x)=7803039) |
| 357 train 7.294749 (lr=3.9129e-04) (hash(x)=7042578) |
| 358 train 7.188426 (lr=3.9104e-04) (hash(x)=6647007) |
| 359 train 7.204747 (lr=3.9079e-04) (hash(x)=6303658) |
| 360 train 7.295964 (lr=3.9054e-04) (hash(x)=6158927) |
| 361 train 7.111096 (lr=3.9029e-04) (hash(x)=6419656) |
| 362 train 7.039339 (lr=3.9003e-04) (hash(x)=7891271) |
| 363 train 7.265607 (lr=3.8977e-04) (hash(x)=7099888) |
| 364 train 7.201857 (lr=3.8950e-04) (hash(x)=6352424) |
| 365 train 7.133401 (lr=3.8923e-04) (hash(x)=5863145) |
| 366 train 7.155655 (lr=3.8896e-04) (hash(x)=6844597) |
| 367 train 7.214378 (lr=3.8869e-04) (hash(x)=6009861) |
| 368 train 7.114035 (lr=3.8841e-04) (hash(x)=5374957) |
| 369 train 7.155708 (lr=3.8813e-04) (hash(x)=3923225) |
| 370 train 7.096405 (lr=3.8785e-04) (hash(x)=5848862) |
| 371 train 7.135873 (lr=3.8756e-04) (hash(x)=4440634) |
| 372 train 7.093006 (lr=3.8727e-04) (hash(x)=4788998) |
| 373 train 7.063994 (lr=3.8697e-04) (hash(x)=7378165) |
| 374 train 7.100214 (lr=3.8667e-04) (hash(x)=4771243) |
| 375 train 7.102592 (lr=3.8637e-04) (hash(x)=5716089) |
| 376 train 7.127706 (lr=3.8607e-04) (hash(x)=7991009) |
| 377 train 7.155115 (lr=3.8576e-04) (hash(x)=5348607) |
| 378 train 7.235158 (lr=3.8545e-04) (hash(x)=6036146) |
| 379 train 7.106081 (lr=3.8514e-04) (hash(x)=6658718) |
| 380 train 7.057232 (lr=3.8482e-04) (hash(x)=6176253) |
| 381 train 7.057700 (lr=3.8450e-04) (hash(x)=4542895) |
| 382 train 6.940403 (lr=3.8418e-04) (hash(x)=5549073) |
| 383 train 7.301069 (lr=3.8385e-04) (hash(x)=5342783) |
| 384 train 7.291691 (lr=3.8352e-04) (hash(x)=6549546) |
| 385 train 7.043332 (lr=3.8319e-04) (hash(x)=6170599) |
| 386 train 7.359943 (lr=3.8286e-04) (hash(x)=8483134) |
| 387 train 7.464865 (lr=3.8252e-04) (hash(x)=4865036) |
| 388 train 7.113779 (lr=3.8217e-04) (hash(x)=4433890) |
| 389 train 7.622947 (lr=3.8183e-04) (hash(x)=6738597) |
| 390 train 7.223063 (lr=3.8148e-04) (hash(x)=5459620) |
| 391 train 7.225796 (lr=3.8113e-04) (hash(x)=4604074) |
| 392 train 7.227925 (lr=3.8077e-04) (hash(x)=8045501) |
| 393 train 7.316499 (lr=3.8042e-04) (hash(x)=6176464) |
| 394 train 7.133785 (lr=3.8006e-04) (hash(x)=6127317) |
| 395 train 7.167578 (lr=3.7969e-04) (hash(x)=5571462) |
| 396 train 7.177154 (lr=3.7933e-04) (hash(x)=6640755) |
| 397 train 7.221729 (lr=3.7896e-04) (hash(x)=6147295) |
| 398 train 7.160261 (lr=3.7858e-04) (hash(x)=6120461) |
| 399 train 7.130022 (lr=3.7821e-04) (hash(x)=5123928) |
| 400 val loss 7.1993 |
| 400 val perplexity 1338.5188 |
| 400 train 7.182039 (lr=3.7783e-04) (hash(x)=5428813) |
| 401 train 7.150963 (lr=3.7744e-04) (hash(x)=6448586) |
| 402 train 7.304321 (lr=3.7706e-04) (hash(x)=8116987) |
| 403 train 7.330850 (lr=3.7667e-04) (hash(x)=5974342) |
| 404 train 7.315406 (lr=3.7628e-04) (hash(x)=5261336) |
| 405 train 7.127333 (lr=3.7588e-04) (hash(x)=5307056) |
| 406 train 7.081825 (lr=3.7549e-04) (hash(x)=5865119) |
| 407 train 7.127733 (lr=3.7509e-04) (hash(x)=6672380) |
| 408 train 7.168630 (lr=3.7468e-04) (hash(x)=6886810) |
| 409 train 7.306437 (lr=3.7428e-04) (hash(x)=6564071) |
| 410 train 7.038849 (lr=3.7387e-04) (hash(x)=7705089) |
| 411 train 7.058094 (lr=3.7345e-04) (hash(x)=5773073) |
| 412 train 7.057440 (lr=3.7304e-04) (hash(x)=5905976) |
| 413 train 7.915966 (lr=3.7262e-04) (hash(x)=6936653) |
| 414 train 7.147428 (lr=3.7220e-04) (hash(x)=6592773) |
| 415 train 7.059624 (lr=3.7177e-04) (hash(x)=6796551) |
| 416 train 7.117065 (lr=3.7135e-04) (hash(x)=6151589) |
| 417 train 7.398699 (lr=3.7092e-04) (hash(x)=7045164) |
| 418 train 7.179357 (lr=3.7048e-04) (hash(x)=6650506) |
| 419 train 7.088448 (lr=3.7005e-04) (hash(x)=7839748) |
| 420 train 7.312460 (lr=3.6961e-04) (hash(x)=6028671) |
| 421 train 7.189707 (lr=3.6917e-04) (hash(x)=6118408) |
| 422 train 7.124938 (lr=3.6872e-04) (hash(x)=5757526) |
| 423 train 7.261390 (lr=3.6828e-04) (hash(x)=6030172) |
| 424 train 7.327654 (lr=3.6782e-04) (hash(x)=6719882) |
| 425 train 7.146479 (lr=3.6737e-04) (hash(x)=5028050) |
| 426 train 7.145702 (lr=3.6692e-04) (hash(x)=5682910) |
| 427 train 7.232688 (lr=3.6646e-04) (hash(x)=5747891) |
| 428 train 7.047057 (lr=3.6599e-04) (hash(x)=5734208) |
| 429 train 7.127618 (lr=3.6553e-04) (hash(x)=7024381) |
| 430 train 7.425903 (lr=3.6506e-04) (hash(x)=7814361) |
| 431 train 7.237172 (lr=3.6459e-04) (hash(x)=5765893) |
| 432 train 7.071737 (lr=3.6412e-04) (hash(x)=5572048) |
| 433 train 7.215243 (lr=3.6364e-04) (hash(x)=5610058) |
| 434 train 7.083005 (lr=3.6316e-04) (hash(x)=4459483) |
| 435 train 7.007694 (lr=3.6268e-04) (hash(x)=6758411) |
| 436 train 7.123289 (lr=3.6220e-04) (hash(x)=6701381) |
| 437 train 7.271715 (lr=3.6171e-04) (hash(x)=5416400) |
| 438 train 7.014993 (lr=3.6122e-04) (hash(x)=5919569) |
| 439 train 7.179642 (lr=3.6073e-04) (hash(x)=5282870) |
| 440 train 7.011823 (lr=3.6023e-04) (hash(x)=8072181) |
| 441 train 6.959876 (lr=3.5974e-04) (hash(x)=7996770) |
| 442 train 7.038750 (lr=3.5924e-04) (hash(x)=5093519) |
| 443 train 7.077492 (lr=3.5873e-04) (hash(x)=6270917) |
| 444 train 6.980232 (lr=3.5823e-04) (hash(x)=5852780) |
| 445 train 6.867648 (lr=3.5772e-04) (hash(x)=5327728) |
| 446 train 7.087059 (lr=3.5721e-04) (hash(x)=6260765) |
| 447 train 7.175209 (lr=3.5669e-04) (hash(x)=6212894) |
| 448 train 7.056237 (lr=3.5618e-04) (hash(x)=6724010) |
| 449 train 7.162891 (lr=3.5566e-04) (hash(x)=6059934) |
| 450 val loss 7.1652 |
| 450 val perplexity 1293.6422 |
| 450 train 6.898933 (lr=3.5514e-04) (hash(x)=5587382) |
| 451 train 7.030536 (lr=3.5461e-04) (hash(x)=7274108) |
| 452 train 7.122969 (lr=3.5408e-04) (hash(x)=6085396) |
| 453 train 7.020986 (lr=3.5355e-04) (hash(x)=4784666) |
| 454 train 7.098415 (lr=3.5302e-04) (hash(x)=6288638) |
| 455 train 7.135777 (lr=3.5249e-04) (hash(x)=7714288) |
| 456 train 7.192381 (lr=3.5195e-04) (hash(x)=5534748) |
| 457 train 7.092381 (lr=3.5141e-04) (hash(x)=6361270) |
| 458 train 7.085051 (lr=3.5087e-04) (hash(x)=4682956) |
| 459 train 7.051907 (lr=3.5032e-04) (hash(x)=7568935) |
| 460 train 7.155283 (lr=3.4977e-04) (hash(x)=7973311) |
| 461 train 6.965080 (lr=3.4922e-04) (hash(x)=6987352) |
| 462 train 7.021971 (lr=3.4867e-04) (hash(x)=5413904) |
| 463 train 7.241307 (lr=3.4812e-04) (hash(x)=6732924) |
| 464 train 7.136016 (lr=3.4756e-04) (hash(x)=6219754) |
| 465 train 7.050240 (lr=3.4700e-04) (hash(x)=6839070) |
| 466 train 6.989139 (lr=3.4644e-04) (hash(x)=6090120) |
| 467 train 7.429257 (lr=3.4587e-04) (hash(x)=7115176) |
| 468 train 7.170084 (lr=3.4530e-04) (hash(x)=4989299) |
| 469 train 7.083098 (lr=3.4473e-04) (hash(x)=7497590) |
| 470 train 7.180089 (lr=3.4416e-04) (hash(x)=3977557) |
| 471 train 7.160344 (lr=3.4359e-04) (hash(x)=5524165) |
| 472 train 7.108642 (lr=3.4301e-04) (hash(x)=5124936) |
| 473 train 7.131470 (lr=3.4243e-04) (hash(x)=5522119) |
| 474 train 7.025152 (lr=3.4185e-04) (hash(x)=5030865) |
| 475 train 7.090784 (lr=3.4127e-04) (hash(x)=6411783) |
| 476 train 7.016685 (lr=3.4068e-04) (hash(x)=6581937) |
| 477 train 7.078342 (lr=3.4009e-04) (hash(x)=5116910) |
| 478 train 6.874388 (lr=3.3950e-04) (hash(x)=7353459) |
| 479 train 6.914215 (lr=3.3891e-04) (hash(x)=6344535) |
| 480 train 7.283129 (lr=3.3831e-04) (hash(x)=5840169) |
| 481 train 7.052958 (lr=3.3771e-04) (hash(x)=6754290) |
| 482 train 7.283436 (lr=3.3711e-04) (hash(x)=6484573) |
| 483 train 6.921170 (lr=3.3651e-04) (hash(x)=5260125) |
| 484 train 6.967510 (lr=3.3590e-04) (hash(x)=4881179) |
| 485 train 7.062225 (lr=3.3530e-04) (hash(x)=5001634) |
| 486 train 7.006595 (lr=3.3469e-04) (hash(x)=7424810) |
| 487 train 6.872552 (lr=3.3408e-04) (hash(x)=5176431) |
| 488 train 6.963641 (lr=3.3346e-04) (hash(x)=5421624) |
| 489 train 7.010760 (lr=3.3285e-04) (hash(x)=5674439) |
| 490 train 6.934192 (lr=3.3223e-04) (hash(x)=5819157) |
| 491 train 7.120770 (lr=3.3161e-04) (hash(x)=6506856) |
| 492 train 6.936605 (lr=3.3099e-04) (hash(x)=6119124) |
| 493 train 7.201096 (lr=3.3036e-04) (hash(x)=6241669) |
| 494 train 6.775741 (lr=3.2973e-04) (hash(x)=4992756) |
| 495 train 7.260022 (lr=3.2911e-04) (hash(x)=7277927) |
| 496 train 7.193001 (lr=3.2847e-04) (hash(x)=6622097) |
| 497 train 7.308081 (lr=3.2784e-04) (hash(x)=7026582) |
| 498 train 7.191180 (lr=3.2721e-04) (hash(x)=5840987) |
| 499 train 6.920600 (lr=3.2657e-04) (hash(x)=4351074) |
| 500 val loss 7.1533 |
| 500 val perplexity 1278.2556 |
| 500 train 7.021180 (lr=3.2593e-04) (hash(x)=7301477) |
| 501 train 7.248353 (lr=3.2529e-04) (hash(x)=6264167) |
| 502 train 6.979429 (lr=3.2464e-04) (hash(x)=4673363) |
| 503 train 7.241158 (lr=3.2400e-04) (hash(x)=6332240) |
| 504 train 7.121806 (lr=3.2335e-04) (hash(x)=5093790) |
| 505 train 7.258310 (lr=3.2270e-04) (hash(x)=6890713) |
| 506 train 7.001636 (lr=3.2205e-04) (hash(x)=6042691) |
| 507 train 7.166331 (lr=3.2140e-04) (hash(x)=7080746) |
| 508 train 7.163791 (lr=3.2074e-04) (hash(x)=7609207) |
| 509 train 6.976152 (lr=3.2008e-04) (hash(x)=4591273) |
| 510 train 7.130836 (lr=3.1943e-04) (hash(x)=8183111) |
| 511 train 7.391247 (lr=3.1876e-04) (hash(x)=5893095) |
| 512 train 7.159004 (lr=3.1810e-04) (hash(x)=5709077) |
| 513 train 7.121282 (lr=3.1744e-04) (hash(x)=6218715) |
| 514 train 7.011164 (lr=3.1677e-04) (hash(x)=4722188) |
| 515 train 6.906708 (lr=3.1610e-04) (hash(x)=6313422) |
| 516 train 7.037715 (lr=3.1543e-04) (hash(x)=6350660) |
| 517 train 7.120565 (lr=3.1476e-04) (hash(x)=5371913) |
| 518 train 7.235427 (lr=3.1408e-04) (hash(x)=6283595) |
| 519 train 7.234426 (lr=3.1341e-04) (hash(x)=6179167) |
| 520 train 7.101098 (lr=3.1273e-04) (hash(x)=7865194) |
| 521 train 7.269358 (lr=3.1205e-04) (hash(x)=4883760) |
| 522 train 7.089323 (lr=3.1137e-04) (hash(x)=5769286) |
| 523 train 7.073445 (lr=3.1069e-04) (hash(x)=6309912) |
| 524 train 7.031682 (lr=3.1000e-04) (hash(x)=7490849) |
| 525 train 7.019407 (lr=3.0931e-04) (hash(x)=5631134) |
| 526 train 7.027297 (lr=3.0862e-04) (hash(x)=4754560) |
| 527 train 6.953103 (lr=3.0793e-04) (hash(x)=5448702) |
| 528 train 7.179194 (lr=3.0724e-04) (hash(x)=7168842) |
| 529 train 7.165020 (lr=3.0655e-04) (hash(x)=7469195) |
| 530 train 6.981960 (lr=3.0585e-04) (hash(x)=5479500) |
| 531 train 7.156197 (lr=3.0516e-04) (hash(x)=5634177) |
| 532 train 7.094009 (lr=3.0446e-04) (hash(x)=9779982) |
| 533 train 6.951110 (lr=3.0376e-04) (hash(x)=3641890) |
| 534 train 7.069530 (lr=3.0306e-04) (hash(x)=7994103) |
| 535 train 7.064605 (lr=3.0235e-04) (hash(x)=5358547) |
| 536 train 7.104650 (lr=3.0165e-04) (hash(x)=6797424) |
| 537 train 7.132009 (lr=3.0094e-04) (hash(x)=4876580) |
| 538 train 6.919934 (lr=3.0023e-04) (hash(x)=4867629) |
| 539 train 7.045597 (lr=2.9952e-04) (hash(x)=6601967) |
| 540 train 6.992087 (lr=2.9881e-04) (hash(x)=5480657) |
| 541 train 7.028528 (lr=2.9810e-04) (hash(x)=7127346) |
| 542 train 7.149080 (lr=2.9738e-04) (hash(x)=7224794) |
| 543 train 7.036208 (lr=2.9667e-04) (hash(x)=5967252) |
| 544 train 7.130063 (lr=2.9595e-04) (hash(x)=7415262) |
| 545 train 6.998951 (lr=2.9523e-04) (hash(x)=6522544) |
| 546 train 7.044478 (lr=2.9451e-04) (hash(x)=5181640) |
| 547 train 6.993721 (lr=2.9379e-04) (hash(x)=5916880) |
| 548 train 6.963616 (lr=2.9307e-04) (hash(x)=5620397) |
| 549 train 7.052005 (lr=2.9234e-04) (hash(x)=5994970) |
| 550 val loss 7.1261 |
| 550 val perplexity 1243.9720 |
| 550 train 7.061192 (lr=2.9162e-04) (hash(x)=6532717) |
| 551 train 7.120857 (lr=2.9089e-04) (hash(x)=6262762) |
| 552 train 6.903340 (lr=2.9016e-04) (hash(x)=5495326) |
| 553 train 7.248234 (lr=2.8943e-04) (hash(x)=5927868) |
| 554 train 7.026209 (lr=2.8870e-04) (hash(x)=5485433) |
| 555 train 6.976710 (lr=2.8797e-04) (hash(x)=6462425) |
| 556 train 7.021902 (lr=2.8723e-04) (hash(x)=6299518) |
| 557 train 7.114375 (lr=2.8650e-04) (hash(x)=5950376) |
| 558 train 7.238941 (lr=2.8576e-04) (hash(x)=6296440) |
| 559 train 7.324310 (lr=2.8502e-04) (hash(x)=6974102) |
| 560 train 7.124984 (lr=2.8428e-04) (hash(x)=6228679) |
| 561 train 7.021175 (lr=2.8354e-04) (hash(x)=6120319) |
| 562 train 7.291116 (lr=2.8280e-04) (hash(x)=6289494) |
| 563 train 7.085501 (lr=2.8206e-04) (hash(x)=6877818) |
| 564 train 7.065352 (lr=2.8132e-04) (hash(x)=6490976) |
| 565 train 7.207963 (lr=2.8057e-04) (hash(x)=6419450) |
| 566 train 7.147706 (lr=2.7982e-04) (hash(x)=6840857) |
| 567 train 7.083073 (lr=2.7908e-04) (hash(x)=4837686) |
| 568 train 7.150756 (lr=2.7833e-04) (hash(x)=5561493) |
| 569 train 7.050315 (lr=2.7758e-04) (hash(x)=5831242) |
| 570 train 7.155830 (lr=2.7683e-04) (hash(x)=6851511) |
| 571 train 7.221403 (lr=2.7607e-04) (hash(x)=6169616) |
| 572 train 7.135947 (lr=2.7532e-04) (hash(x)=5357151) |
| 573 train 6.977868 (lr=2.7457e-04) (hash(x)=5471028) |
| 574 train 7.060381 (lr=2.7381e-04) (hash(x)=5051894) |
| 575 train 7.067574 (lr=2.7306e-04) (hash(x)=4930450) |
| 576 train 7.170663 (lr=2.7230e-04) (hash(x)=6537527) |
| 577 train 7.140301 (lr=2.7154e-04) (hash(x)=6330572) |
| 578 train 7.277368 (lr=2.7078e-04) (hash(x)=5315155) |
| 579 train 7.070692 (lr=2.7002e-04) (hash(x)=5416079) |
| 580 train 7.035961 (lr=2.6926e-04) (hash(x)=6255865) |
| 581 train 7.237593 (lr=2.6850e-04) (hash(x)=6723036) |
| 582 train 7.015143 (lr=2.6773e-04) (hash(x)=7107190) |
| 583 train 7.130934 (lr=2.6697e-04) (hash(x)=5868958) |
| 584 train 7.233924 (lr=2.6620e-04) (hash(x)=7385923) |
| 585 train 7.054811 (lr=2.6544e-04) (hash(x)=5373053) |
| 586 train 7.058751 (lr=2.6467e-04) (hash(x)=5371748) |
| 587 train 7.229062 (lr=2.6390e-04) (hash(x)=5783717) |
| 588 train 6.978134 (lr=2.6314e-04) (hash(x)=6388848) |
| 589 train 6.981009 (lr=2.6237e-04) (hash(x)=4865068) |
| 590 train 6.941400 (lr=2.6160e-04) (hash(x)=5844961) |
| 591 train 7.034984 (lr=2.6083e-04) (hash(x)=5989273) |
| 592 train 6.953630 (lr=2.6005e-04) (hash(x)=5136202) |
| 593 train 7.100945 (lr=2.5928e-04) (hash(x)=5811889) |
| 594 train 7.055227 (lr=2.5851e-04) (hash(x)=6554415) |
| 595 train 7.092797 (lr=2.5773e-04) (hash(x)=5969272) |
| 596 train 7.083670 (lr=2.5696e-04) (hash(x)=7121518) |
| 597 train 7.542042 (lr=2.5618e-04) (hash(x)=6363768) |
| 598 train 7.139645 (lr=2.5541e-04) (hash(x)=7030284) |
| 599 train 7.239227 (lr=2.5463e-04) (hash(x)=7243339) |
| 600 val loss 7.1678 |
| 600 val perplexity 1296.9423 |
| 600 train 7.357470 (lr=2.5385e-04) (hash(x)=7199493) |
| 601 train 7.357932 (lr=2.5307e-04) (hash(x)=5819281) |
| 602 train 7.098391 (lr=2.5230e-04) (hash(x)=7285909) |
| 603 train 7.131826 (lr=2.5152e-04) (hash(x)=6730878) |
| 604 train 7.160683 (lr=2.5074e-04) (hash(x)=5200141) |
| 605 train 7.244627 (lr=2.4996e-04) (hash(x)=5208573) |
| 606 train 7.346661 (lr=2.4917e-04) (hash(x)=5976779) |
| 607 train 7.172334 (lr=2.4839e-04) (hash(x)=5921767) |
| 608 train 7.212012 (lr=2.4761e-04) (hash(x)=6596032) |
| 609 train 7.230341 (lr=2.4683e-04) (hash(x)=5428058) |
| 610 train 7.170779 (lr=2.4604e-04) (hash(x)=5748050) |
| 611 train 7.177820 (lr=2.4526e-04) (hash(x)=6397421) |
| 612 train 7.251243 (lr=2.4448e-04) (hash(x)=5638644) |
| 613 train 7.140042 (lr=2.4369e-04) (hash(x)=7317623) |
| 614 train 7.213242 (lr=2.4291e-04) (hash(x)=5254932) |
| 615 train 7.264142 (lr=2.4212e-04) (hash(x)=4945141) |
| 616 train 7.229517 (lr=2.4133e-04) (hash(x)=7093994) |
| 617 train 7.148717 (lr=2.4055e-04) (hash(x)=7511894) |
| 618 train 7.130069 (lr=2.3976e-04) (hash(x)=6706832) |
| 619 train 7.115844 (lr=2.3897e-04) (hash(x)=6175371) |
| 620 train 7.135775 (lr=2.3818e-04) (hash(x)=7089897) |
| 621 train 7.162364 (lr=2.3740e-04) (hash(x)=6828202) |
| 622 train 7.500745 (lr=2.3661e-04) (hash(x)=7095301) |
| 623 train 7.157488 (lr=2.3582e-04) (hash(x)=5652191) |
| 624 train 7.197343 (lr=2.3503e-04) (hash(x)=7336431) |
| 625 train 7.212706 (lr=2.3424e-04) (hash(x)=6426339) |
| 626 train 7.302027 (lr=2.3345e-04) (hash(x)=5874982) |
| 627 train 7.220245 (lr=2.3266e-04) (hash(x)=6978359) |
| 628 train 7.015278 (lr=2.3187e-04) (hash(x)=4438173) |
| 629 train 7.075735 (lr=2.3108e-04) (hash(x)=6475356) |
| 630 train 7.292076 (lr=2.3029e-04) (hash(x)=5030069) |
| 631 train 7.047969 (lr=2.2950e-04) (hash(x)=6507939) |
| 632 train 7.064350 (lr=2.2871e-04) (hash(x)=6373406) |
| 633 train 7.197098 (lr=2.2792e-04) (hash(x)=6623130) |
| 634 train 7.096190 (lr=2.2713e-04) (hash(x)=6276741) |
| 635 train 7.023569 (lr=2.2633e-04) (hash(x)=7169874) |
| 636 train 7.101986 (lr=2.2554e-04) (hash(x)=4947348) |
| 637 train 7.199184 (lr=2.2475e-04) (hash(x)=7407715) |
| 638 train 7.328821 (lr=2.2396e-04) (hash(x)=5453341) |
| 639 train 7.076392 (lr=2.2317e-04) (hash(x)=6520161) |
| 640 train 7.155873 (lr=2.2238e-04) (hash(x)=6011882) |
| 641 train 7.107605 (lr=2.2158e-04) (hash(x)=5573372) |
| 642 train 7.302817 (lr=2.2079e-04) (hash(x)=5344827) |
| 643 train 7.341261 (lr=2.2000e-04) (hash(x)=6127887) |
| 644 train 7.081565 (lr=2.1921e-04) (hash(x)=6052304) |
| 645 train 7.067441 (lr=2.1842e-04) (hash(x)=7039733) |
| 646 train 7.180966 (lr=2.1762e-04) (hash(x)=7746451) |
| 647 train 7.381979 (lr=2.1683e-04) (hash(x)=7694373) |
| 648 train 7.220730 (lr=2.1604e-04) (hash(x)=6911004) |
| 649 train 7.145518 (lr=2.1525e-04) (hash(x)=8055224) |
| 650 val loss 7.1229 |
| 650 val perplexity 1239.9946 |
| 650 train 7.200710 (lr=2.1446e-04) (hash(x)=7060476) |
| 651 train 7.179423 (lr=2.1367e-04) (hash(x)=6002317) |
| 652 train 7.201079 (lr=2.1287e-04) (hash(x)=6524390) |
| 653 train 7.191113 (lr=2.1208e-04) (hash(x)=8331083) |
| 654 train 7.215149 (lr=2.1129e-04) (hash(x)=7084852) |
| 655 train 7.147175 (lr=2.1050e-04) (hash(x)=6190174) |
| 656 train 7.110544 (lr=2.0971e-04) (hash(x)=5601780) |
| 657 train 7.263338 (lr=2.0892e-04) (hash(x)=4764034) |
| 658 train 7.139706 (lr=2.0813e-04) (hash(x)=6361606) |
| 659 train 7.123537 (lr=2.0734e-04) (hash(x)=5697877) |
| 660 train 7.170410 (lr=2.0655e-04) (hash(x)=6249793) |
| 661 train 7.238626 (lr=2.0576e-04) (hash(x)=7424709) |
| 662 train 7.244258 (lr=2.0497e-04) (hash(x)=8203076) |
| 663 train 7.011907 (lr=2.0418e-04) (hash(x)=5290019) |
| 664 train 7.049381 (lr=2.0339e-04) (hash(x)=6278399) |
| 665 train 7.107878 (lr=2.0260e-04) (hash(x)=5709192) |
| 666 train 7.214690 (lr=2.0182e-04) (hash(x)=5660292) |
| 667 train 7.169106 (lr=2.0103e-04) (hash(x)=5563697) |
| 668 train 7.167667 (lr=2.0024e-04) (hash(x)=6325245) |
| 669 train 7.148139 (lr=1.9945e-04) (hash(x)=6259741) |
| 670 train 7.296114 (lr=1.9867e-04) (hash(x)=6238355) |
| 671 train 7.224691 (lr=1.9788e-04) (hash(x)=7778802) |
| 672 train 7.144229 (lr=1.9709e-04) (hash(x)=6283496) |
| 673 train 7.269869 (lr=1.9631e-04) (hash(x)=5325614) |
| 674 train 7.097204 (lr=1.9552e-04) (hash(x)=5376057) |
| 675 train 7.097230 (lr=1.9474e-04) (hash(x)=5203215) |
| 676 train 7.154555 (lr=1.9396e-04) (hash(x)=4893030) |
| 677 train 7.118423 (lr=1.9317e-04) (hash(x)=7595573) |
| 678 train 7.199433 (lr=1.9239e-04) (hash(x)=7188575) |
| 679 train 7.226526 (lr=1.9161e-04) (hash(x)=6858739) |
| 680 train 7.091007 (lr=1.9083e-04) (hash(x)=7157032) |
| 681 train 7.208856 (lr=1.9004e-04) (hash(x)=5871492) |
| 682 train 7.066514 (lr=1.8926e-04) (hash(x)=5636927) |
| 683 train 7.072114 (lr=1.8848e-04) (hash(x)=6135391) |
| 684 train 7.145304 (lr=1.8770e-04) (hash(x)=3351432) |
| 685 train 7.137728 (lr=1.8693e-04) (hash(x)=6781160) |
| 686 train 7.154644 (lr=1.8615e-04) (hash(x)=5824767) |
| 687 train 7.187216 (lr=1.8537e-04) (hash(x)=4512723) |
| 688 train 7.098910 (lr=1.8459e-04) (hash(x)=4600884) |
| 689 train 6.983595 (lr=1.8382e-04) (hash(x)=5079210) |
| 690 train 7.065967 (lr=1.8304e-04) (hash(x)=4671963) |
| 691 train 6.946387 (lr=1.8227e-04) (hash(x)=4169508) |
| 692 train 7.207753 (lr=1.8149e-04) (hash(x)=5341676) |
| 693 train 7.001956 (lr=1.8072e-04) (hash(x)=7593391) |
| 694 train 7.128521 (lr=1.7995e-04) (hash(x)=6723106) |
| 695 train 7.222433 (lr=1.7917e-04) (hash(x)=5136994) |
| 696 train 7.152708 (lr=1.7840e-04) (hash(x)=6571636) |
| 697 train 7.191177 (lr=1.7763e-04) (hash(x)=6975234) |
| 698 train 7.005063 (lr=1.7686e-04) (hash(x)=4868479) |
| 699 train 7.300931 (lr=1.7610e-04) (hash(x)=7086593) |
| 700 val loss 7.1059 |
| 700 val perplexity 1219.0916 |
| 700 train 7.153590 (lr=1.7533e-04) (hash(x)=6870808) |
| 701 train 7.454185 (lr=1.7456e-04) (hash(x)=7186398) |
| 702 train 7.242810 (lr=1.7380e-04) (hash(x)=4907570) |
| 703 train 7.075156 (lr=1.7303e-04) (hash(x)=5812649) |
| 704 train 7.140736 (lr=1.7227e-04) (hash(x)=6577447) |
| 705 train 7.081462 (lr=1.7150e-04) (hash(x)=5923453) |
| 706 train 7.354680 (lr=1.7074e-04) (hash(x)=7282962) |
| 707 train 7.029342 (lr=1.6998e-04) (hash(x)=4767725) |
| 708 train 7.066556 (lr=1.6922e-04) (hash(x)=6894202) |
| 709 train 7.511934 (lr=1.6846e-04) (hash(x)=4904377) |
| 710 train 7.085299 (lr=1.6770e-04) (hash(x)=5810443) |
| 711 train 7.175058 (lr=1.6694e-04) (hash(x)=5193944) |
| 712 train 7.106949 (lr=1.6619e-04) (hash(x)=5188803) |
| 713 train 7.075499 (lr=1.6543e-04) (hash(x)=7235549) |
| 714 train 7.286214 (lr=1.6468e-04) (hash(x)=5692576) |
| 715 train 7.195729 (lr=1.6393e-04) (hash(x)=5103770) |
| 716 train 7.086327 (lr=1.6317e-04) (hash(x)=6084786) |
| 717 train 7.049202 (lr=1.6242e-04) (hash(x)=5949126) |
| 718 train 7.138165 (lr=1.6167e-04) (hash(x)=6321938) |
| 719 train 7.161206 (lr=1.6092e-04) (hash(x)=6227413) |
| 720 train 7.217298 (lr=1.6018e-04) (hash(x)=6795372) |
| 721 train 7.096369 (lr=1.5943e-04) (hash(x)=6506400) |
| 722 train 7.093799 (lr=1.5868e-04) (hash(x)=4595742) |
| 723 train 7.229487 (lr=1.5794e-04) (hash(x)=7342185) |
| 724 train 7.261048 (lr=1.5720e-04) (hash(x)=5762071) |
| 725 train 7.105037 (lr=1.5646e-04) (hash(x)=6337670) |
| 726 train 7.123835 (lr=1.5572e-04) (hash(x)=6831170) |
| 727 train 7.187840 (lr=1.5498e-04) (hash(x)=7080870) |
| 728 train 7.085952 (lr=1.5424e-04) (hash(x)=6449970) |
| 729 train 7.263817 (lr=1.5350e-04) (hash(x)=5588514) |
| 730 train 7.033251 (lr=1.5277e-04) (hash(x)=5379746) |
| 731 train 7.218739 (lr=1.5203e-04) (hash(x)=8049901) |
| 732 train 7.281722 (lr=1.5130e-04) (hash(x)=8398209) |
| 733 train 7.181120 (lr=1.5057e-04) (hash(x)=6152707) |
| 734 train 7.244746 (lr=1.4984e-04) (hash(x)=7682617) |
| 735 train 7.120516 (lr=1.4911e-04) (hash(x)=7053352) |
| 736 train 7.178997 (lr=1.4838e-04) (hash(x)=8491505) |
| 737 train 7.158307 (lr=1.4766e-04) (hash(x)=6102853) |
| 738 train 7.230662 (lr=1.4693e-04) (hash(x)=4166591) |
| 739 train 7.125430 (lr=1.4621e-04) (hash(x)=7501152) |
| 740 train 7.065097 (lr=1.4549e-04) (hash(x)=8231949) |
| 741 train 7.128492 (lr=1.4477e-04) (hash(x)=5741690) |
| 742 train 7.256294 (lr=1.4405e-04) (hash(x)=5420426) |
| 743 train 7.065107 (lr=1.4333e-04) (hash(x)=5808766) |
| 744 train 7.047638 (lr=1.4262e-04) (hash(x)=7533322) |
| 745 train 7.076741 (lr=1.4190e-04) (hash(x)=6350197) |
| 746 train 7.222216 (lr=1.4119e-04) (hash(x)=6207170) |
| 747 train 7.218302 (lr=1.4048e-04) (hash(x)=5811552) |
| 748 train 7.095105 (lr=1.3977e-04) (hash(x)=4540607) |
| 749 train 6.961958 (lr=1.3906e-04) (hash(x)=5599396) |
| 750 val loss 7.0833 |
| 750 val perplexity 1191.8630 |
| 750 train 6.971573 (lr=1.3835e-04) (hash(x)=6180984) |
| 751 train 7.105026 (lr=1.3765e-04) (hash(x)=6519152) |
| 752 train 7.119277 (lr=1.3694e-04) (hash(x)=9018585) |
| 753 train 7.158452 (lr=1.3624e-04) (hash(x)=5988202) |
| 754 train 7.206363 (lr=1.3554e-04) (hash(x)=7243449) |
| 755 train 6.986727 (lr=1.3484e-04) (hash(x)=4377360) |
| 756 train 7.058391 (lr=1.3415e-04) (hash(x)=5928295) |
| 757 train 7.019558 (lr=1.3345e-04) (hash(x)=4996189) |
| 758 train 7.044543 (lr=1.3276e-04) (hash(x)=6829435) |
| 759 train 7.137823 (lr=1.3207e-04) (hash(x)=6929283) |
| 760 train 7.233899 (lr=1.3138e-04) (hash(x)=7733662) |
| 761 train 7.151871 (lr=1.3069e-04) (hash(x)=5975918) |
| 762 train 7.048453 (lr=1.3000e-04) (hash(x)=5566111) |
| 763 train 7.131865 (lr=1.2931e-04) (hash(x)=7407511) |
| 764 train 7.058040 (lr=1.2863e-04) (hash(x)=5896879) |
| 765 train 7.001778 (lr=1.2795e-04) (hash(x)=5569196) |
| 766 train 7.205760 (lr=1.2727e-04) (hash(x)=6235218) |
| 767 train 7.144052 (lr=1.2659e-04) (hash(x)=7467630) |
| 768 train 7.130623 (lr=1.2592e-04) (hash(x)=5268563) |
| 769 train 7.311975 (lr=1.2524e-04) (hash(x)=5915215) |
| 770 train 7.134995 (lr=1.2457e-04) (hash(x)=5439067) |
| 771 train 7.103903 (lr=1.2390e-04) (hash(x)=6167203) |
| 772 train 7.141500 (lr=1.2323e-04) (hash(x)=4940526) |
| 773 train 7.199246 (lr=1.2256e-04) (hash(x)=5897107) |
| 774 train 7.038918 (lr=1.2190e-04) (hash(x)=6780557) |
| 775 train 7.132605 (lr=1.2124e-04) (hash(x)=7566733) |
| 776 train 7.256866 (lr=1.2057e-04) (hash(x)=7939982) |
| 777 train 7.027801 (lr=1.1992e-04) (hash(x)=6447254) |
| 778 train 7.030881 (lr=1.1926e-04) (hash(x)=5525831) |
| 779 train 6.948378 (lr=1.1860e-04) (hash(x)=5059170) |
| 780 train 7.042084 (lr=1.1795e-04) (hash(x)=7485229) |
| 781 train 7.203197 (lr=1.1730e-04) (hash(x)=5955219) |
| 782 train 7.039525 (lr=1.1665e-04) (hash(x)=6625876) |
| 783 train 7.351377 (lr=1.1600e-04) (hash(x)=7141085) |
| 784 train 7.309487 (lr=1.1536e-04) (hash(x)=5777157) |
| 785 train 6.994884 (lr=1.1471e-04) (hash(x)=6236468) |
| 786 train 6.828361 (lr=1.1407e-04) (hash(x)=5381032) |
| 787 train 7.003125 (lr=1.1343e-04) (hash(x)=6733716) |
| 788 train 7.290294 (lr=1.1279e-04) (hash(x)=7073122) |
| 789 train 7.223703 (lr=1.1216e-04) (hash(x)=7622163) |
| 790 train 7.306184 (lr=1.1153e-04) (hash(x)=6866834) |
| 791 train 7.222014 (lr=1.1089e-04) (hash(x)=7008739) |
| 792 train 7.145790 (lr=1.1027e-04) (hash(x)=7839835) |
| 793 train 6.988474 (lr=1.0964e-04) (hash(x)=5313637) |
| 794 train 7.211545 (lr=1.0901e-04) (hash(x)=6410359) |
| 795 train 7.031748 (lr=1.0839e-04) (hash(x)=5721008) |
| 796 train 7.057252 (lr=1.0777e-04) (hash(x)=6137936) |
| 797 train 6.904137 (lr=1.0715e-04) (hash(x)=6881406) |
| 798 train 7.134869 (lr=1.0654e-04) (hash(x)=6088931) |
| 799 train 7.156132 (lr=1.0592e-04) (hash(x)=5689728) |
| 800 val loss 7.0664 |
| 800 val perplexity 1171.9719 |
| 800 train 7.192979 (lr=1.0531e-04) (hash(x)=5800778) |
| 801 train 7.088962 (lr=1.0470e-04) (hash(x)=4419021) |
| 802 train 7.048554 (lr=1.0410e-04) (hash(x)=5544294) |
| 803 train 7.116417 (lr=1.0349e-04) (hash(x)=5663946) |
| 804 train 7.051162 (lr=1.0289e-04) (hash(x)=4573911) |
| 805 train 6.970887 (lr=1.0229e-04) (hash(x)=5879465) |
| 806 train 7.072859 (lr=1.0169e-04) (hash(x)=5641517) |
| 807 train 7.238340 (lr=1.0109e-04) (hash(x)=6390336) |
| 808 train 7.119595 (lr=1.0050e-04) (hash(x)=8412819) |
| 809 train 7.238630 (lr=9.9910e-05) (hash(x)=7005536) |
| 810 train 6.965857 (lr=9.9321e-05) (hash(x)=6630048) |
| 811 train 7.109157 (lr=9.8735e-05) (hash(x)=7267424) |
| 812 train 6.991896 (lr=9.8151e-05) (hash(x)=6497645) |
| 813 train 6.953327 (lr=9.7569e-05) (hash(x)=5498697) |
| 814 train 7.063187 (lr=9.6990e-05) (hash(x)=6323524) |
| 815 train 7.003180 (lr=9.6413e-05) (hash(x)=6529460) |
| 816 train 6.893846 (lr=9.5838e-05) (hash(x)=5498587) |
| 817 train 7.034052 (lr=9.5266e-05) (hash(x)=6828893) |
| 818 train 7.171636 (lr=9.4696e-05) (hash(x)=6591055) |
| 819 train 7.046059 (lr=9.4129e-05) (hash(x)=6739572) |
| 820 train 7.051702 (lr=9.3564e-05) (hash(x)=5614231) |
| 821 train 7.094314 (lr=9.3001e-05) (hash(x)=5462474) |
| 822 train 7.084296 (lr=9.2441e-05) (hash(x)=5906742) |
| 823 train 7.159026 (lr=9.1884e-05) (hash(x)=8249268) |
| 824 train 7.155792 (lr=9.1328e-05) (hash(x)=4886590) |
| 825 train 6.909027 (lr=9.0776e-05) (hash(x)=6736150) |
| 826 train 7.030104 (lr=9.0226e-05) (hash(x)=6601014) |
| 827 train 7.085587 (lr=8.9678e-05) (hash(x)=8283020) |
| 828 train 7.062344 (lr=8.9133e-05) (hash(x)=6526568) |
| 829 train 7.129486 (lr=8.8591e-05) (hash(x)=6609259) |
| 830 train 7.021660 (lr=8.8051e-05) (hash(x)=6079648) |
| 831 train 6.987033 (lr=8.7513e-05) (hash(x)=6607178) |
| 832 train 7.077545 (lr=8.6978e-05) (hash(x)=6815798) |
| 833 train 7.328344 (lr=8.6446e-05) (hash(x)=7277017) |
| 834 train 6.986910 (lr=8.5916e-05) (hash(x)=5326415) |
| 835 train 7.089821 (lr=8.5389e-05) (hash(x)=4215944) |
| 836 train 7.166488 (lr=8.4865e-05) (hash(x)=4689010) |
| 837 train 7.092046 (lr=8.4343e-05) (hash(x)=5690469) |
| 838 train 7.019005 (lr=8.3824e-05) (hash(x)=6699212) |
| 839 train 6.950070 (lr=8.3307e-05) (hash(x)=5494876) |
| 840 train 7.433526 (lr=8.2793e-05) (hash(x)=10756054) |
| 841 train 7.055246 (lr=8.2282e-05) (hash(x)=6553219) |
| 842 train 6.885718 (lr=8.1773e-05) (hash(x)=7323893) |
| 843 train 7.331628 (lr=8.1267e-05) (hash(x)=5481970) |
| 844 train 7.136324 (lr=8.0764e-05) (hash(x)=6102855) |
| 845 train 7.104608 (lr=8.0263e-05) (hash(x)=6889406) |
| 846 train 7.149639 (lr=7.9765e-05) (hash(x)=4468013) |
| 847 train 6.968787 (lr=7.9270e-05) (hash(x)=6621321) |
| 848 train 7.111864 (lr=7.8778e-05) (hash(x)=6185717) |
| 849 train 6.978690 (lr=7.8288e-05) (hash(x)=5594828) |
| 850 val loss 7.0597 |
| 850 val perplexity 1164.0487 |
| 850 train 7.094741 (lr=7.7801e-05) (hash(x)=6530853) |
| 851 train 7.032275 (lr=7.7317e-05) (hash(x)=5688551) |
| 852 train 7.158369 (lr=7.6836e-05) (hash(x)=6979027) |
| 853 train 7.014186 (lr=7.6357e-05) (hash(x)=6065040) |
| 854 train 6.967831 (lr=7.5881e-05) (hash(x)=6836310) |
| 855 train 7.072920 (lr=7.5408e-05) (hash(x)=4871742) |
| 856 train 6.979170 (lr=7.4938e-05) (hash(x)=7461300) |
| 857 train 7.130583 (lr=7.4470e-05) (hash(x)=5073610) |
| 858 train 7.040239 (lr=7.4005e-05) (hash(x)=6725326) |
| 859 train 7.166819 (lr=7.3544e-05) (hash(x)=6114900) |
| 860 train 7.107960 (lr=7.3085e-05) (hash(x)=5249155) |
| 861 train 7.157339 (lr=7.2628e-05) (hash(x)=8179785) |
| 862 train 7.051825 (lr=7.2175e-05) (hash(x)=5588627) |
| 863 train 7.106995 (lr=7.1725e-05) (hash(x)=7084451) |
| 864 train 7.306528 (lr=7.1277e-05) (hash(x)=7478960) |
| 865 train 7.114061 (lr=7.0832e-05) (hash(x)=5609947) |
| 866 train 7.106631 (lr=7.0390e-05) (hash(x)=5741827) |
| 867 train 7.041296 (lr=6.9952e-05) (hash(x)=3359718) |
| 868 train 6.925842 (lr=6.9516e-05) (hash(x)=5480813) |
| 869 train 7.057669 (lr=6.9082e-05) (hash(x)=4774534) |
| 870 train 7.147145 (lr=6.8652e-05) (hash(x)=5895917) |
| 871 train 7.003381 (lr=6.8225e-05) (hash(x)=4902539) |
| 872 train 7.072736 (lr=6.7801e-05) (hash(x)=5734618) |
| 873 train 7.019657 (lr=6.7379e-05) (hash(x)=7086920) |
| 874 train 7.258543 (lr=6.6961e-05) (hash(x)=5338668) |
| 875 train 7.403380 (lr=6.6545e-05) (hash(x)=5238889) |
| 876 train 6.959765 (lr=6.6133e-05) (hash(x)=6244468) |
| 877 train 7.013886 (lr=6.5723e-05) (hash(x)=6715860) |
| 878 train 7.130364 (lr=6.5317e-05) (hash(x)=6216047) |
| 879 train 7.138363 (lr=6.4913e-05) (hash(x)=6565285) |
| 880 train 7.057242 (lr=6.4513e-05) (hash(x)=5257335) |
| 881 train 7.073652 (lr=6.4115e-05) (hash(x)=6474071) |
| 882 train 7.097051 (lr=6.3721e-05) (hash(x)=5705620) |
| 883 train 6.981376 (lr=6.3329e-05) (hash(x)=7193697) |
| 884 train 7.075822 (lr=6.2941e-05) (hash(x)=6264039) |
| 885 train 7.135762 (lr=6.2556e-05) (hash(x)=6303643) |
| 886 train 7.032229 (lr=6.2173e-05) (hash(x)=6120402) |
| 887 train 7.025526 (lr=6.1794e-05) (hash(x)=4158764) |
| 888 train 6.775064 (lr=6.1418e-05) (hash(x)=6173916) |
| 889 train 7.063085 (lr=6.1045e-05) (hash(x)=6211683) |
| 890 train 7.103407 (lr=6.0675e-05) (hash(x)=4950548) |
| 891 train 6.936401 (lr=6.0308e-05) (hash(x)=4885446) |
| 892 train 7.074884 (lr=5.9944e-05) (hash(x)=8117411) |
| 893 train 7.089654 (lr=5.9583e-05) (hash(x)=7446434) |
| 894 train 6.986457 (lr=5.9225e-05) (hash(x)=5371870) |
| 895 train 6.922860 (lr=5.8871e-05) (hash(x)=5022800) |
| 896 train 6.958308 (lr=5.8519e-05) (hash(x)=5666758) |
| 897 train 7.004141 (lr=5.8171e-05) (hash(x)=5872751) |
| 898 train 7.366642 (lr=5.7826e-05) (hash(x)=8428026) |
| 899 train 7.158260 (lr=5.7484e-05) (hash(x)=5222699) |
| 900 val loss 7.0570 |
| 900 val perplexity 1160.9916 |
| 900 train 7.052257 (lr=5.7145e-05) (hash(x)=6048200) |
| 901 train 6.920994 (lr=5.6809e-05) (hash(x)=5125556) |
| 902 train 6.940650 (lr=5.6476e-05) (hash(x)=6198583) |
| 903 train 6.924703 (lr=5.6147e-05) (hash(x)=5112805) |
| 904 train 7.010784 (lr=5.5821e-05) (hash(x)=6212803) |
| 905 train 7.053824 (lr=5.5497e-05) (hash(x)=5642978) |
| 906 train 7.064363 (lr=5.5178e-05) (hash(x)=7307168) |
| 907 train 6.977453 (lr=5.4861e-05) (hash(x)=6115590) |
| 908 train 6.842629 (lr=5.4547e-05) (hash(x)=7014937) |
| 909 train 7.248070 (lr=5.4237e-05) (hash(x)=6374852) |
| 910 train 6.976215 (lr=5.3930e-05) (hash(x)=5780051) |
| 911 train 6.973834 (lr=5.3626e-05) (hash(x)=4762818) |
| 912 train 6.836053 (lr=5.3325e-05) (hash(x)=6585420) |
| 913 train 7.181557 (lr=5.3028e-05) (hash(x)=6291590) |
| 914 train 7.218442 (lr=5.2734e-05) (hash(x)=5941561) |
| 915 train 7.018901 (lr=5.2443e-05) (hash(x)=6824617) |
| 916 train 7.095047 (lr=5.2155e-05) (hash(x)=5763341) |
| 917 train 7.132275 (lr=5.1871e-05) (hash(x)=6030150) |
| 918 train 7.019478 (lr=5.1589e-05) (hash(x)=5325490) |
| 919 train 7.081575 (lr=5.1311e-05) (hash(x)=6373236) |
| 920 train 7.082984 (lr=5.1037e-05) (hash(x)=6189151) |
| 921 train 7.025155 (lr=5.0765e-05) (hash(x)=6645157) |
| 922 train 7.027046 (lr=5.0497e-05) (hash(x)=6478394) |
| 923 train 7.155767 (lr=5.0232e-05) (hash(x)=5615918) |
| 924 train 7.064300 (lr=4.9971e-05) (hash(x)=6376988) |
| 925 train 7.099637 (lr=4.9712e-05) (hash(x)=5456350) |
| 926 train 7.140680 (lr=4.9457e-05) (hash(x)=5491217) |
| 927 train 6.950314 (lr=4.9206e-05) (hash(x)=6871163) |
| 928 train 6.969989 (lr=4.8957e-05) (hash(x)=7003708) |
| 929 train 7.072631 (lr=4.8712e-05) (hash(x)=7271154) |
| 930 train 7.047529 (lr=4.8470e-05) (hash(x)=5378966) |
| 931 train 7.055283 (lr=4.8232e-05) (hash(x)=5912082) |
| 932 train 6.938816 (lr=4.7997e-05) (hash(x)=5199606) |
| 933 train 6.984380 (lr=4.7765e-05) (hash(x)=5195464) |
| 934 train 6.914891 (lr=4.7537e-05) (hash(x)=7534052) |
| 935 train 6.925033 (lr=4.7312e-05) (hash(x)=6594135) |
| 936 train 7.035066 (lr=4.7090e-05) (hash(x)=6782051) |
| 937 train 7.118762 (lr=4.6871e-05) (hash(x)=6485577) |
| 938 train 7.076303 (lr=4.6656e-05) (hash(x)=6356813) |
| 939 train 6.960426 (lr=4.6445e-05) (hash(x)=6903068) |
| 940 train 7.010263 (lr=4.6236e-05) (hash(x)=6200862) |
| 941 train 7.061135 (lr=4.6031e-05) (hash(x)=5873929) |
| 942 train 7.032727 (lr=4.5830e-05) (hash(x)=5624440) |
| 943 train 7.029069 (lr=4.5631e-05) (hash(x)=7166972) |
| 944 train 7.147011 (lr=4.5437e-05) (hash(x)=6973234) |
| 945 train 6.968304 (lr=4.5245e-05) (hash(x)=6626956) |
| 946 train 7.092038 (lr=4.5057e-05) (hash(x)=5265592) |
| 947 train 6.795167 (lr=4.4872e-05) (hash(x)=5569439) |
| 948 train 6.909481 (lr=4.4691e-05) (hash(x)=4981059) |
| 949 train 6.965042 (lr=4.4513e-05) (hash(x)=7488974) |
| 950 val loss 7.0493 |
| 950 val perplexity 1152.0797 |
| 950 train 7.034908 (lr=4.4338e-05) (hash(x)=5160526) |
| 951 train 6.979475 (lr=4.4167e-05) (hash(x)=5340877) |
| 952 train 6.828856 (lr=4.4000e-05) (hash(x)=6333269) |
| 953 train 7.009393 (lr=4.3835e-05) (hash(x)=7205151) |
| 954 train 7.105854 (lr=4.3674e-05) (hash(x)=7256545) |
| 955 train 6.978057 (lr=4.3517e-05) (hash(x)=6374904) |
| 956 train 7.020600 (lr=4.3363e-05) (hash(x)=7124927) |
| 957 train 6.970525 (lr=4.3212e-05) (hash(x)=5263132) |
| 958 train 7.141869 (lr=4.3065e-05) (hash(x)=8427208) |
| 959 train 6.928646 (lr=4.2921e-05) (hash(x)=6884232) |
| 960 train 6.946011 (lr=4.2781e-05) (hash(x)=7416977) |
| 961 train 7.035114 (lr=4.2644e-05) (hash(x)=6733050) |
| 962 train 6.952401 (lr=4.2510e-05) (hash(x)=5251404) |
| 963 train 7.070653 (lr=4.2380e-05) (hash(x)=8162997) |
| 964 train 7.249129 (lr=4.2253e-05) (hash(x)=7234382) |
| 965 train 7.159603 (lr=4.2130e-05) (hash(x)=6255275) |
| 966 train 7.088919 (lr=4.2010e-05) (hash(x)=4874742) |
| 967 train 6.992590 (lr=4.1894e-05) (hash(x)=6303037) |
| 968 train 6.994813 (lr=4.1781e-05) (hash(x)=5002696) |
| 969 train 7.032016 (lr=4.1672e-05) (hash(x)=7636268) |
| 970 train 6.992894 (lr=4.1566e-05) (hash(x)=5843590) |
| 971 train 7.062142 (lr=4.1463e-05) (hash(x)=5122289) |
| 972 train 6.963322 (lr=4.1364e-05) (hash(x)=5785819) |
| 973 train 7.021972 (lr=4.1269e-05) (hash(x)=7350343) |
| 974 train 6.822265 (lr=4.1177e-05) (hash(x)=7612943) |
| 975 train 7.141160 (lr=4.1088e-05) (hash(x)=7955067) |
| 976 train 7.003903 (lr=4.1003e-05) (hash(x)=5520886) |
| 977 train 6.900310 (lr=4.0921e-05) (hash(x)=5299200) |
| 978 train 6.901451 (lr=4.0843e-05) (hash(x)=7820550) |
| 979 train 6.886482 (lr=4.0768e-05) (hash(x)=3895312) |
| 980 train 7.033036 (lr=4.0697e-05) (hash(x)=4726896) |
| 981 train 6.827602 (lr=4.0629e-05) (hash(x)=5061167) |
| 982 train 6.974776 (lr=4.0564e-05) (hash(x)=7006804) |
| 983 train 7.002985 (lr=4.0503e-05) (hash(x)=7392600) |
| 984 train 7.197157 (lr=4.0446e-05) (hash(x)=7717172) |
| 985 train 7.270103 (lr=4.0392e-05) (hash(x)=5800587) |
| 986 train 7.006440 (lr=4.0341e-05) (hash(x)=5813784) |
| 987 train 6.964899 (lr=4.0294e-05) (hash(x)=5513267) |
| 988 train 6.979331 (lr=4.0251e-05) (hash(x)=7679326) |
| 989 train 7.019550 (lr=4.0211e-05) (hash(x)=4820278) |
| 990 train 7.070889 (lr=4.0174e-05) (hash(x)=5950845) |
| 991 train 6.980536 (lr=4.0141e-05) (hash(x)=6988067) |
| 992 train 6.900168 (lr=4.0112e-05) (hash(x)=4536923) |
| 993 train 7.067915 (lr=4.0085e-05) (hash(x)=6874134) |
| 994 train 7.305395 (lr=4.0063e-05) (hash(x)=7252013) |
| 995 train 6.948840 (lr=4.0044e-05) (hash(x)=6180446) |
| 996 train 7.202205 (lr=4.0028e-05) (hash(x)=5936769) |
| 997 train 7.114357 (lr=4.0016e-05) (hash(x)=5627313) |
| 998 train 7.031322 (lr=4.0007e-05) (hash(x)=7541743) |
| 999 val loss 7.0475 |
| 999 val perplexity 1149.9557 |
| 999 train 7.377769 (lr=4.0002e-05) (hash(x)=9812956) |
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