Upload folder using huggingface_hub
Browse files- lr12e-4_total_batch_size61440_baseline_seed1339/args.json +1 -0
- lr12e-4_total_batch_size61440_baseline_seed1339/dataloader_08749.pt +3 -0
- lr12e-4_total_batch_size61440_baseline_seed1339/log2.txt +1054 -0
- lr12e-4_total_batch_size61440_baseline_seed1339/model_08749.pt +3 -0
- lr12e-4_total_batch_size61440_baseline_seed1339/optimizer_08749.pt +3 -0
lr12e-4_total_batch_size61440_baseline_seed1339/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_11/lr12e-4_total_batch_size61440_baseline_seed1339", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 4, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": 8750, "warmup_steps": 500, "group": "wider_is_better_11", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1339, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": true, "use_mini_model": false, "upload_to_hf": true, "seq_len": 256, "batch_size": 120, "total_batch_size": 61440, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "n_latent_masks": null, "mask_layernorm": false, "residual_attention_masks": false, "compute_base_shapes": false, "base_shapes_savefile": null, "mup": true, "disable_selection": false, "mup_enable_coord_check_logging": false, "max_lr": 0.0012, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "12e-4_61440", "n_embd": 256}
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lr12e-4_total_batch_size61440_baseline_seed1339/dataloader_08749.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:953385078aa3787b69fc6857dfd48b0a2cd2f4d27c6f8892e01211aca53d07f5
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size 964
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lr12e-4_total_batch_size61440_baseline_seed1339/log2.txt
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|
| 1 |
+
max_steps: 8750
|
| 2 |
+
0 val loss 11.2592
|
| 3 |
+
0 val perplexity 77590.4141
|
| 4 |
+
0 train 11.272774 (lr=2.4000e-06) (hash(x)=150724848)
|
| 5 |
+
10 train 10.109632 (lr=2.6400e-05) (hash(x)=149663361)
|
| 6 |
+
20 train 9.709885 (lr=5.0400e-05) (hash(x)=153483789)
|
| 7 |
+
30 train 9.289991 (lr=7.4400e-05) (hash(x)=145733176)
|
| 8 |
+
40 train 8.608999 (lr=9.8400e-05) (hash(x)=145287265)
|
| 9 |
+
50 train 8.093102 (lr=1.2240e-04) (hash(x)=149217061)
|
| 10 |
+
60 train 7.747657 (lr=1.4640e-04) (hash(x)=150157569)
|
| 11 |
+
70 train 7.600236 (lr=1.7040e-04) (hash(x)=140292841)
|
| 12 |
+
80 train 7.656566 (lr=1.9440e-04) (hash(x)=152157598)
|
| 13 |
+
90 train 7.434501 (lr=2.1840e-04) (hash(x)=149756968)
|
| 14 |
+
100 val loss 7.3974
|
| 15 |
+
100 val perplexity 1631.7308
|
| 16 |
+
100 train 7.354972 (lr=2.4240e-04) (hash(x)=149910534)
|
| 17 |
+
110 train 7.257179 (lr=2.6640e-04) (hash(x)=159020328)
|
| 18 |
+
120 train 7.189618 (lr=2.9040e-04) (hash(x)=150731273)
|
| 19 |
+
130 train 6.996826 (lr=3.1440e-04) (hash(x)=156727355)
|
| 20 |
+
140 train 7.020205 (lr=3.3840e-04) (hash(x)=166473281)
|
| 21 |
+
150 train 6.711750 (lr=3.6240e-04) (hash(x)=142185643)
|
| 22 |
+
160 train 6.706507 (lr=3.8640e-04) (hash(x)=151371145)
|
| 23 |
+
170 train 6.752350 (lr=4.1040e-04) (hash(x)=151601659)
|
| 24 |
+
180 train 6.592309 (lr=4.3440e-04) (hash(x)=153368917)
|
| 25 |
+
190 train 6.441749 (lr=4.5840e-04) (hash(x)=145008196)
|
| 26 |
+
200 val loss 6.5726
|
| 27 |
+
200 val perplexity 715.2498
|
| 28 |
+
200 train 6.460454 (lr=4.8240e-04) (hash(x)=148123706)
|
| 29 |
+
210 train 6.363390 (lr=5.0640e-04) (hash(x)=145714762)
|
| 30 |
+
220 train 6.355837 (lr=5.3040e-04) (hash(x)=150622583)
|
| 31 |
+
230 train 6.135765 (lr=5.5440e-04) (hash(x)=146512648)
|
| 32 |
+
240 train 6.178216 (lr=5.7840e-04) (hash(x)=151535384)
|
| 33 |
+
250 train 6.120986 (lr=6.0240e-04) (hash(x)=149952383)
|
| 34 |
+
260 train 6.012393 (lr=6.2640e-04) (hash(x)=148726088)
|
| 35 |
+
270 train 5.977851 (lr=6.5040e-04) (hash(x)=152776695)
|
| 36 |
+
280 train 6.004210 (lr=6.7440e-04) (hash(x)=157260375)
|
| 37 |
+
290 train 6.057351 (lr=6.9840e-04) (hash(x)=151559106)
|
| 38 |
+
300 val loss 6.1380
|
| 39 |
+
300 val perplexity 463.1147
|
| 40 |
+
300 train 5.857712 (lr=7.2240e-04) (hash(x)=146678221)
|
| 41 |
+
310 train 5.971629 (lr=7.4640e-04) (hash(x)=156713527)
|
| 42 |
+
320 train 6.011353 (lr=7.7040e-04) (hash(x)=144947971)
|
| 43 |
+
330 train 6.174514 (lr=7.9440e-04) (hash(x)=158684944)
|
| 44 |
+
340 train 6.044989 (lr=8.1840e-04) (hash(x)=162318756)
|
| 45 |
+
350 train 5.854471 (lr=8.4240e-04) (hash(x)=156180736)
|
| 46 |
+
360 train 6.023965 (lr=8.6640e-04) (hash(x)=178373797)
|
| 47 |
+
370 train 5.937894 (lr=8.9040e-04) (hash(x)=154389449)
|
| 48 |
+
380 train 5.779488 (lr=9.1440e-04) (hash(x)=150369080)
|
| 49 |
+
390 train 5.913444 (lr=9.3840e-04) (hash(x)=159840654)
|
| 50 |
+
400 val loss 5.7977
|
| 51 |
+
400 val perplexity 329.5352
|
| 52 |
+
400 train 5.719372 (lr=9.6240e-04) (hash(x)=151700982)
|
| 53 |
+
410 train 5.689095 (lr=9.8640e-04) (hash(x)=160467274)
|
| 54 |
+
420 train 5.607277 (lr=1.0104e-03) (hash(x)=148930522)
|
| 55 |
+
430 train 5.817911 (lr=1.0344e-03) (hash(x)=154565303)
|
| 56 |
+
440 train 5.822478 (lr=1.0584e-03) (hash(x)=148079227)
|
| 57 |
+
450 train 5.507468 (lr=1.0824e-03) (hash(x)=147288467)
|
| 58 |
+
460 train 5.548209 (lr=1.1064e-03) (hash(x)=145272617)
|
| 59 |
+
470 train 5.571751 (lr=1.1304e-03) (hash(x)=123126729)
|
| 60 |
+
480 train 5.508143 (lr=1.1544e-03) (hash(x)=156287490)
|
| 61 |
+
490 train 5.629976 (lr=1.1784e-03) (hash(x)=161700145)
|
| 62 |
+
500 val loss 5.5574
|
| 63 |
+
500 val perplexity 259.1558
|
| 64 |
+
500 train 5.666543 (lr=1.2000e-03) (hash(x)=156182087)
|
| 65 |
+
510 train 5.285265 (lr=1.2000e-03) (hash(x)=131674504)
|
| 66 |
+
520 train 5.604834 (lr=1.2000e-03) (hash(x)=162758254)
|
| 67 |
+
530 train 5.407594 (lr=1.2000e-03) (hash(x)=133510409)
|
| 68 |
+
540 train 5.392573 (lr=1.1999e-03) (hash(x)=157363914)
|
| 69 |
+
550 train 5.324354 (lr=1.1999e-03) (hash(x)=147861550)
|
| 70 |
+
560 train 5.277119 (lr=1.1999e-03) (hash(x)=149449280)
|
| 71 |
+
570 train 5.295470 (lr=1.1998e-03) (hash(x)=143899904)
|
| 72 |
+
580 train 5.257513 (lr=1.1997e-03) (hash(x)=149266312)
|
| 73 |
+
590 train 5.505569 (lr=1.1997e-03) (hash(x)=164352774)
|
| 74 |
+
600 val loss 5.3971
|
| 75 |
+
600 val perplexity 220.7719
|
| 76 |
+
600 train 5.256671 (lr=1.1996e-03) (hash(x)=149318660)
|
| 77 |
+
610 train 5.145845 (lr=1.1995e-03) (hash(x)=146101781)
|
| 78 |
+
620 train 5.114022 (lr=1.1994e-03) (hash(x)=137184623)
|
| 79 |
+
630 train 4.987963 (lr=1.1993e-03) (hash(x)=145791873)
|
| 80 |
+
640 train 5.009591 (lr=1.1992e-03) (hash(x)=143999212)
|
| 81 |
+
650 train 5.109940 (lr=1.1991e-03) (hash(x)=151631103)
|
| 82 |
+
660 train 4.879338 (lr=1.1990e-03) (hash(x)=138360108)
|
| 83 |
+
670 train 5.270453 (lr=1.1989e-03) (hash(x)=156637679)
|
| 84 |
+
680 train 4.908310 (lr=1.1987e-03) (hash(x)=143752601)
|
| 85 |
+
690 train 5.048779 (lr=1.1986e-03) (hash(x)=158368903)
|
| 86 |
+
700 val loss 5.2686
|
| 87 |
+
700 val perplexity 194.1476
|
| 88 |
+
700 train 5.251122 (lr=1.1984e-03) (hash(x)=150482428)
|
| 89 |
+
710 train 5.199285 (lr=1.1983e-03) (hash(x)=158085060)
|
| 90 |
+
720 train 5.280901 (lr=1.1981e-03) (hash(x)=159461069)
|
| 91 |
+
730 train 5.112783 (lr=1.1979e-03) (hash(x)=148795562)
|
| 92 |
+
740 train 5.135463 (lr=1.1977e-03) (hash(x)=149967984)
|
| 93 |
+
750 train 5.117489 (lr=1.1976e-03) (hash(x)=144458617)
|
| 94 |
+
760 train 5.147257 (lr=1.1974e-03) (hash(x)=155106202)
|
| 95 |
+
770 train 4.936299 (lr=1.1971e-03) (hash(x)=144506191)
|
| 96 |
+
780 train 5.079663 (lr=1.1969e-03) (hash(x)=155825158)
|
| 97 |
+
790 train 5.123920 (lr=1.1967e-03) (hash(x)=158835381)
|
| 98 |
+
800 val loss 5.0815
|
| 99 |
+
800 val perplexity 161.0087
|
| 100 |
+
800 train 5.047852 (lr=1.1965e-03) (hash(x)=143268605)
|
| 101 |
+
810 train 4.973405 (lr=1.1962e-03) (hash(x)=139072755)
|
| 102 |
+
820 train 5.079490 (lr=1.1960e-03) (hash(x)=179384792)
|
| 103 |
+
830 train 4.870527 (lr=1.1957e-03) (hash(x)=151086962)
|
| 104 |
+
840 train 5.493161 (lr=1.1955e-03) (hash(x)=142711393)
|
| 105 |
+
850 train 4.969683 (lr=1.1952e-03) (hash(x)=150817011)
|
| 106 |
+
860 train 4.913413 (lr=1.1949e-03) (hash(x)=138495801)
|
| 107 |
+
870 train 4.899954 (lr=1.1946e-03) (hash(x)=155474016)
|
| 108 |
+
880 train 4.931062 (lr=1.1944e-03) (hash(x)=151951501)
|
| 109 |
+
890 train 4.796121 (lr=1.1941e-03) (hash(x)=143699524)
|
| 110 |
+
900 val loss 4.9499
|
| 111 |
+
900 val perplexity 141.1655
|
| 112 |
+
900 train 4.935257 (lr=1.1937e-03) (hash(x)=152322423)
|
| 113 |
+
910 train 4.888164 (lr=1.1934e-03) (hash(x)=151010509)
|
| 114 |
+
920 train 4.685431 (lr=1.1931e-03) (hash(x)=148720342)
|
| 115 |
+
930 train 4.651957 (lr=1.1928e-03) (hash(x)=125869480)
|
| 116 |
+
940 train 4.880496 (lr=1.1924e-03) (hash(x)=150349503)
|
| 117 |
+
950 train 4.661515 (lr=1.1921e-03) (hash(x)=143574126)
|
| 118 |
+
960 train 4.864492 (lr=1.1917e-03) (hash(x)=146292562)
|
| 119 |
+
970 train 4.782253 (lr=1.1914e-03) (hash(x)=162256596)
|
| 120 |
+
980 train 4.783382 (lr=1.1910e-03) (hash(x)=137640259)
|
| 121 |
+
990 train 4.613474 (lr=1.1906e-03) (hash(x)=141767794)
|
| 122 |
+
1000 val loss 4.9009
|
| 123 |
+
1000 val perplexity 134.4109
|
| 124 |
+
1000 train 4.844637 (lr=1.1902e-03) (hash(x)=147904298)
|
| 125 |
+
1010 train 4.787038 (lr=1.1898e-03) (hash(x)=162239186)
|
| 126 |
+
1020 train 4.543619 (lr=1.1894e-03) (hash(x)=140706537)
|
| 127 |
+
1030 train 4.664927 (lr=1.1890e-03) (hash(x)=155556720)
|
| 128 |
+
1040 train 4.554864 (lr=1.1886e-03) (hash(x)=144746445)
|
| 129 |
+
1050 train 4.600341 (lr=1.1882e-03) (hash(x)=144719400)
|
| 130 |
+
1060 train 4.471046 (lr=1.1878e-03) (hash(x)=153065665)
|
| 131 |
+
1070 train 4.586587 (lr=1.1873e-03) (hash(x)=136468722)
|
| 132 |
+
1080 train 4.575816 (lr=1.1869e-03) (hash(x)=157674756)
|
| 133 |
+
1090 train 4.764370 (lr=1.1864e-03) (hash(x)=155882884)
|
| 134 |
+
1100 val loss 4.8249
|
| 135 |
+
1100 val perplexity 124.5698
|
| 136 |
+
1100 train 5.031359 (lr=1.1860e-03) (hash(x)=154343147)
|
| 137 |
+
1110 train 4.835208 (lr=1.1855e-03) (hash(x)=158582939)
|
| 138 |
+
1120 train 4.629939 (lr=1.1850e-03) (hash(x)=162479784)
|
| 139 |
+
1130 train 4.825120 (lr=1.1845e-03) (hash(x)=155704345)
|
| 140 |
+
1140 train 4.723613 (lr=1.1840e-03) (hash(x)=146934299)
|
| 141 |
+
1150 train 4.664534 (lr=1.1835e-03) (hash(x)=154372635)
|
| 142 |
+
1160 train 4.663521 (lr=1.1830e-03) (hash(x)=145536832)
|
| 143 |
+
1170 train 4.951137 (lr=1.1825e-03) (hash(x)=158785901)
|
| 144 |
+
1180 train 4.740629 (lr=1.1820e-03) (hash(x)=158271614)
|
| 145 |
+
1190 train 4.786156 (lr=1.1815e-03) (hash(x)=157365589)
|
| 146 |
+
1200 val loss 4.7733
|
| 147 |
+
1200 val perplexity 118.3068
|
| 148 |
+
1200 train 4.840771 (lr=1.1809e-03) (hash(x)=141843115)
|
| 149 |
+
1210 train 4.714913 (lr=1.1804e-03) (hash(x)=146807973)
|
| 150 |
+
1220 train 4.695413 (lr=1.1798e-03) (hash(x)=144149947)
|
| 151 |
+
1230 train 4.630150 (lr=1.1793e-03) (hash(x)=147869063)
|
| 152 |
+
1240 train 4.725526 (lr=1.1787e-03) (hash(x)=152217389)
|
| 153 |
+
1250 train 4.719992 (lr=1.1781e-03) (hash(x)=149417679)
|
| 154 |
+
1260 train 4.747976 (lr=1.1775e-03) (hash(x)=144029489)
|
| 155 |
+
1270 train 4.870682 (lr=1.1770e-03) (hash(x)=154328303)
|
| 156 |
+
1280 train 4.730612 (lr=1.1764e-03) (hash(x)=151625838)
|
| 157 |
+
1290 train 4.588966 (lr=1.1757e-03) (hash(x)=140270541)
|
| 158 |
+
1300 val loss 4.7127
|
| 159 |
+
1300 val perplexity 111.3527
|
| 160 |
+
1300 train 4.641655 (lr=1.1751e-03) (hash(x)=145279030)
|
| 161 |
+
1310 train 4.685517 (lr=1.1745e-03) (hash(x)=140279630)
|
| 162 |
+
1320 train 4.405325 (lr=1.1739e-03) (hash(x)=133642994)
|
| 163 |
+
1330 train 4.569730 (lr=1.1733e-03) (hash(x)=146634776)
|
| 164 |
+
1340 train 4.665359 (lr=1.1726e-03) (hash(x)=155919973)
|
| 165 |
+
1350 train 4.704120 (lr=1.1720e-03) (hash(x)=146363911)
|
| 166 |
+
1360 train 4.579832 (lr=1.1713e-03) (hash(x)=150613636)
|
| 167 |
+
1370 train 4.573457 (lr=1.1706e-03) (hash(x)=148536643)
|
| 168 |
+
1380 train 4.578975 (lr=1.1700e-03) (hash(x)=152803906)
|
| 169 |
+
1390 train 4.496904 (lr=1.1693e-03) (hash(x)=150383305)
|
| 170 |
+
1400 val loss 4.6996
|
| 171 |
+
1400 val perplexity 109.9021
|
| 172 |
+
1400 train 4.599776 (lr=1.1686e-03) (hash(x)=152507639)
|
| 173 |
+
1410 train 4.363600 (lr=1.1679e-03) (hash(x)=161841408)
|
| 174 |
+
1420 train 4.483188 (lr=1.1672e-03) (hash(x)=167824828)
|
| 175 |
+
1430 train 4.437515 (lr=1.1665e-03) (hash(x)=147696374)
|
| 176 |
+
1440 train 4.392510 (lr=1.1658e-03) (hash(x)=150085494)
|
| 177 |
+
1450 train 4.346525 (lr=1.1650e-03) (hash(x)=139296191)
|
| 178 |
+
1460 train 4.274680 (lr=1.1643e-03) (hash(x)=142956546)
|
| 179 |
+
1470 train 4.337068 (lr=1.1636e-03) (hash(x)=155908628)
|
| 180 |
+
1480 train 4.329272 (lr=1.1628e-03) (hash(x)=150893345)
|
| 181 |
+
1490 train 4.349893 (lr=1.1621e-03) (hash(x)=143548902)
|
| 182 |
+
1500 val loss 4.6386
|
| 183 |
+
1500 val perplexity 103.3981
|
| 184 |
+
1500 train 4.595102 (lr=1.1613e-03) (hash(x)=148473774)
|
| 185 |
+
1510 train 4.674191 (lr=1.1606e-03) (hash(x)=161631000)
|
| 186 |
+
1520 train 4.606560 (lr=1.1598e-03) (hash(x)=166217855)
|
| 187 |
+
1530 train 4.563714 (lr=1.1590e-03) (hash(x)=149440046)
|
| 188 |
+
1540 train 4.511814 (lr=1.1582e-03) (hash(x)=155013278)
|
| 189 |
+
1550 train 4.549587 (lr=1.1574e-03) (hash(x)=154130527)
|
| 190 |
+
1560 train 4.566741 (lr=1.1566e-03) (hash(x)=152138735)
|
| 191 |
+
1570 train 4.473716 (lr=1.1558e-03) (hash(x)=148128305)
|
| 192 |
+
1580 train 4.616622 (lr=1.1550e-03) (hash(x)=157176546)
|
| 193 |
+
1590 train 4.737245 (lr=1.1541e-03) (hash(x)=152935467)
|
| 194 |
+
1600 val loss 4.5777
|
| 195 |
+
1600 val perplexity 97.2913
|
| 196 |
+
1600 train 4.548295 (lr=1.1533e-03) (hash(x)=151117002)
|
| 197 |
+
1610 train 4.544728 (lr=1.1525e-03) (hash(x)=149883384)
|
| 198 |
+
1620 train 4.600081 (lr=1.1516e-03) (hash(x)=145015354)
|
| 199 |
+
1630 train 4.519558 (lr=1.1508e-03) (hash(x)=146717645)
|
| 200 |
+
1640 train 4.725262 (lr=1.1499e-03) (hash(x)=156372727)
|
| 201 |
+
1650 train 4.643160 (lr=1.1490e-03) (hash(x)=140261555)
|
| 202 |
+
1660 train 4.477713 (lr=1.1482e-03) (hash(x)=150088650)
|
| 203 |
+
1670 train 4.396879 (lr=1.1473e-03) (hash(x)=135943513)
|
| 204 |
+
1680 train 4.620824 (lr=1.1464e-03) (hash(x)=153529653)
|
| 205 |
+
1690 train 4.680629 (lr=1.1455e-03) (hash(x)=148930360)
|
| 206 |
+
1700 val loss 4.5870
|
| 207 |
+
1700 val perplexity 98.1946
|
| 208 |
+
1700 train 4.558865 (lr=1.1446e-03) (hash(x)=138011335)
|
| 209 |
+
1710 train 4.517448 (lr=1.1437e-03) (hash(x)=141383599)
|
| 210 |
+
1720 train 4.709752 (lr=1.1428e-03) (hash(x)=161449652)
|
| 211 |
+
1730 train 4.487815 (lr=1.1418e-03) (hash(x)=153923561)
|
| 212 |
+
1740 train 4.427644 (lr=1.1409e-03) (hash(x)=146043253)
|
| 213 |
+
1750 train 4.456100 (lr=1.1400e-03) (hash(x)=155720883)
|
| 214 |
+
1760 train 4.449072 (lr=1.1390e-03) (hash(x)=148222148)
|
| 215 |
+
1770 train 4.506100 (lr=1.1381e-03) (hash(x)=155712380)
|
| 216 |
+
1780 train 4.399938 (lr=1.1371e-03) (hash(x)=149767859)
|
| 217 |
+
1790 train 4.637546 (lr=1.1361e-03) (hash(x)=167214230)
|
| 218 |
+
1800 val loss 4.5498
|
| 219 |
+
1800 val perplexity 94.6110
|
| 220 |
+
1800 train 4.531946 (lr=1.1352e-03) (hash(x)=171180926)
|
| 221 |
+
1810 train 4.552355 (lr=1.1342e-03) (hash(x)=162375834)
|
| 222 |
+
1820 train 4.670647 (lr=1.1332e-03) (hash(x)=151495752)
|
| 223 |
+
1830 train 4.566253 (lr=1.1322e-03) (hash(x)=146532257)
|
| 224 |
+
1840 train 4.653934 (lr=1.1312e-03) (hash(x)=145694434)
|
| 225 |
+
1850 train 4.534233 (lr=1.1302e-03) (hash(x)=144823488)
|
| 226 |
+
1860 train 4.631394 (lr=1.1292e-03) (hash(x)=149836286)
|
| 227 |
+
1870 train 4.600561 (lr=1.1282e-03) (hash(x)=143935049)
|
| 228 |
+
1880 train 4.627179 (lr=1.1271e-03) (hash(x)=151786371)
|
| 229 |
+
1890 train 4.518963 (lr=1.1261e-03) (hash(x)=152892567)
|
| 230 |
+
1900 val loss 4.5089
|
| 231 |
+
1900 val perplexity 90.8237
|
| 232 |
+
1900 train 4.557005 (lr=1.1251e-03) (hash(x)=141769419)
|
| 233 |
+
1910 train 4.574733 (lr=1.1240e-03) (hash(x)=156914416)
|
| 234 |
+
1920 train 4.436125 (lr=1.1230e-03) (hash(x)=151573900)
|
| 235 |
+
1930 train 4.523968 (lr=1.1219e-03) (hash(x)=145121701)
|
| 236 |
+
1940 train 4.466547 (lr=1.1208e-03) (hash(x)=150896348)
|
| 237 |
+
1950 train 4.572210 (lr=1.1198e-03) (hash(x)=168797189)
|
| 238 |
+
1960 train 4.449547 (lr=1.1187e-03) (hash(x)=146711430)
|
| 239 |
+
1970 train 4.306370 (lr=1.1176e-03) (hash(x)=152180946)
|
| 240 |
+
1980 train 4.426885 (lr=1.1165e-03) (hash(x)=155542268)
|
| 241 |
+
1990 train 4.392109 (lr=1.1154e-03) (hash(x)=144668660)
|
| 242 |
+
2000 val loss 4.4779
|
| 243 |
+
2000 val perplexity 88.0518
|
| 244 |
+
2000 train 4.466370 (lr=1.1143e-03) (hash(x)=151963443)
|
| 245 |
+
2010 train 4.462001 (lr=1.1132e-03) (hash(x)=150810352)
|
| 246 |
+
2020 train 4.461997 (lr=1.1120e-03) (hash(x)=157539832)
|
| 247 |
+
2030 train 4.676983 (lr=1.1109e-03) (hash(x)=137858786)
|
| 248 |
+
2040 train 4.420146 (lr=1.1098e-03) (hash(x)=154270900)
|
| 249 |
+
2050 train 4.273467 (lr=1.1086e-03) (hash(x)=156252579)
|
| 250 |
+
2060 train 4.212379 (lr=1.1075e-03) (hash(x)=143285549)
|
| 251 |
+
2070 train 4.424053 (lr=1.1063e-03) (hash(x)=150542438)
|
| 252 |
+
2080 train 4.334618 (lr=1.1052e-03) (hash(x)=146290330)
|
| 253 |
+
2090 train 4.433721 (lr=1.1040e-03) (hash(x)=146486756)
|
| 254 |
+
2100 val loss 4.5092
|
| 255 |
+
2100 val perplexity 90.8489
|
| 256 |
+
2100 train 4.448768 (lr=1.1028e-03) (hash(x)=162947470)
|
| 257 |
+
2110 train 4.345153 (lr=1.1017e-03) (hash(x)=150305391)
|
| 258 |
+
2120 train 4.498278 (lr=1.1005e-03) (hash(x)=156452783)
|
| 259 |
+
2130 train 4.473768 (lr=1.0993e-03) (hash(x)=167481875)
|
| 260 |
+
2140 train 4.448520 (lr=1.0981e-03) (hash(x)=141782256)
|
| 261 |
+
2150 train 4.480247 (lr=1.0969e-03) (hash(x)=145035419)
|
| 262 |
+
2160 train 4.528182 (lr=1.0957e-03) (hash(x)=142000400)
|
| 263 |
+
2170 train 4.494695 (lr=1.0944e-03) (hash(x)=144229380)
|
| 264 |
+
2180 train 4.536742 (lr=1.0932e-03) (hash(x)=166204176)
|
| 265 |
+
2190 train 4.459890 (lr=1.0920e-03) (hash(x)=150712057)
|
| 266 |
+
2200 val loss 4.4380
|
| 267 |
+
2200 val perplexity 84.6061
|
| 268 |
+
2200 train 4.346491 (lr=1.0907e-03) (hash(x)=154954810)
|
| 269 |
+
2210 train 4.559747 (lr=1.0895e-03) (hash(x)=155668760)
|
| 270 |
+
2220 train 4.390372 (lr=1.0883e-03) (hash(x)=144834708)
|
| 271 |
+
2230 train 4.371741 (lr=1.0870e-03) (hash(x)=159744566)
|
| 272 |
+
2240 train 4.335001 (lr=1.0857e-03) (hash(x)=158543377)
|
| 273 |
+
2250 train 4.348533 (lr=1.0845e-03) (hash(x)=151004281)
|
| 274 |
+
2260 train 4.449752 (lr=1.0832e-03) (hash(x)=151242482)
|
| 275 |
+
2270 train 4.400414 (lr=1.0819e-03) (hash(x)=152056559)
|
| 276 |
+
2280 train 4.334636 (lr=1.0806e-03) (hash(x)=148864076)
|
| 277 |
+
2290 train 4.459346 (lr=1.0793e-03) (hash(x)=144294586)
|
| 278 |
+
2300 val loss 4.4318
|
| 279 |
+
2300 val perplexity 84.0845
|
| 280 |
+
2300 train 4.363368 (lr=1.0780e-03) (hash(x)=151878111)
|
| 281 |
+
2310 train 4.375549 (lr=1.0767e-03) (hash(x)=154139457)
|
| 282 |
+
2320 train 4.309752 (lr=1.0754e-03) (hash(x)=155571592)
|
| 283 |
+
2330 train 4.348783 (lr=1.0741e-03) (hash(x)=154823764)
|
| 284 |
+
2340 train 4.400339 (lr=1.0728e-03) (hash(x)=153252177)
|
| 285 |
+
2350 train 4.342879 (lr=1.0715e-03) (hash(x)=136051830)
|
| 286 |
+
2360 train 4.392274 (lr=1.0701e-03) (hash(x)=153814175)
|
| 287 |
+
2370 train 4.379485 (lr=1.0688e-03) (hash(x)=146391078)
|
| 288 |
+
2380 train 4.345505 (lr=1.0674e-03) (hash(x)=150782698)
|
| 289 |
+
2390 train 4.414737 (lr=1.0661e-03) (hash(x)=142752256)
|
| 290 |
+
2400 val loss 4.4448
|
| 291 |
+
2400 val perplexity 85.1864
|
| 292 |
+
2400 train 4.322749 (lr=1.0647e-03) (hash(x)=158661057)
|
| 293 |
+
2410 train 4.397375 (lr=1.0634e-03) (hash(x)=153611303)
|
| 294 |
+
2420 train 4.566748 (lr=1.0620e-03) (hash(x)=159508684)
|
| 295 |
+
2430 train 4.361979 (lr=1.0606e-03) (hash(x)=149501192)
|
| 296 |
+
2440 train 4.033803 (lr=1.0592e-03) (hash(x)=181177177)
|
| 297 |
+
2450 train 4.485989 (lr=1.0578e-03) (hash(x)=163664732)
|
| 298 |
+
2460 train 4.174714 (lr=1.0564e-03) (hash(x)=194527955)
|
| 299 |
+
2470 train 4.409694 (lr=1.0550e-03) (hash(x)=158088521)
|
| 300 |
+
2480 train 4.369109 (lr=1.0536e-03) (hash(x)=152865678)
|
| 301 |
+
2490 train 4.349931 (lr=1.0522e-03) (hash(x)=165703871)
|
| 302 |
+
2500 val loss 4.3863
|
| 303 |
+
2500 val perplexity 80.3437
|
| 304 |
+
2500 train 4.436466 (lr=1.0508e-03) (hash(x)=150925584)
|
| 305 |
+
2510 train 4.343757 (lr=1.0494e-03) (hash(x)=144406177)
|
| 306 |
+
2520 train 4.243018 (lr=1.0480e-03) (hash(x)=120133043)
|
| 307 |
+
2530 train 4.433231 (lr=1.0465e-03) (hash(x)=167900247)
|
| 308 |
+
2540 train 4.324368 (lr=1.0451e-03) (hash(x)=162599203)
|
| 309 |
+
2550 train 4.388067 (lr=1.0437e-03) (hash(x)=149328180)
|
| 310 |
+
2560 train 4.274185 (lr=1.0422e-03) (hash(x)=150049968)
|
| 311 |
+
2570 train 4.417150 (lr=1.0407e-03) (hash(x)=162876159)
|
| 312 |
+
2580 train 4.244152 (lr=1.0393e-03) (hash(x)=148260649)
|
| 313 |
+
2590 train 4.381494 (lr=1.0378e-03) (hash(x)=148998018)
|
| 314 |
+
2600 val loss 4.3784
|
| 315 |
+
2600 val perplexity 79.7115
|
| 316 |
+
2600 train 4.293382 (lr=1.0363e-03) (hash(x)=144515755)
|
| 317 |
+
2610 train 4.411130 (lr=1.0349e-03) (hash(x)=154455224)
|
| 318 |
+
2620 train 4.214087 (lr=1.0334e-03) (hash(x)=142920048)
|
| 319 |
+
2630 train 4.380084 (lr=1.0319e-03) (hash(x)=143931236)
|
| 320 |
+
2640 train 4.224974 (lr=1.0304e-03) (hash(x)=150983323)
|
| 321 |
+
2650 train 4.325104 (lr=1.0289e-03) (hash(x)=139360405)
|
| 322 |
+
2660 train 4.244003 (lr=1.0274e-03) (hash(x)=148850470)
|
| 323 |
+
2670 train 4.492133 (lr=1.0259e-03) (hash(x)=149929606)
|
| 324 |
+
2680 train 4.468233 (lr=1.0244e-03) (hash(x)=151673000)
|
| 325 |
+
2690 train 4.341923 (lr=1.0229e-03) (hash(x)=140631266)
|
| 326 |
+
2700 val loss 4.3766
|
| 327 |
+
2700 val perplexity 79.5692
|
| 328 |
+
2700 train 4.313663 (lr=1.0213e-03) (hash(x)=153109144)
|
| 329 |
+
2710 train 4.200322 (lr=1.0198e-03) (hash(x)=135332836)
|
| 330 |
+
2720 train 4.552682 (lr=1.0183e-03) (hash(x)=131611182)
|
| 331 |
+
2730 train 4.386250 (lr=1.0167e-03) (hash(x)=142909388)
|
| 332 |
+
2740 train 4.422916 (lr=1.0152e-03) (hash(x)=145593419)
|
| 333 |
+
2750 train 4.312067 (lr=1.0136e-03) (hash(x)=158225769)
|
| 334 |
+
2760 train 4.279745 (lr=1.0121e-03) (hash(x)=170509938)
|
| 335 |
+
2770 train 4.293461 (lr=1.0105e-03) (hash(x)=150785805)
|
| 336 |
+
2780 train 4.237528 (lr=1.0089e-03) (hash(x)=167281736)
|
| 337 |
+
2790 train 4.430073 (lr=1.0074e-03) (hash(x)=161660187)
|
| 338 |
+
2800 val loss 4.3471
|
| 339 |
+
2800 val perplexity 77.2512
|
| 340 |
+
2800 train 4.388263 (lr=1.0058e-03) (hash(x)=151152897)
|
| 341 |
+
2810 train 4.344264 (lr=1.0042e-03) (hash(x)=143172067)
|
| 342 |
+
2820 train 4.355720 (lr=1.0026e-03) (hash(x)=141569169)
|
| 343 |
+
2830 train 4.234664 (lr=1.0010e-03) (hash(x)=159709681)
|
| 344 |
+
2840 train 4.295024 (lr=9.9943e-04) (hash(x)=162552294)
|
| 345 |
+
2850 train 4.427085 (lr=9.9783e-04) (hash(x)=146762690)
|
| 346 |
+
2860 train 4.296045 (lr=9.9622e-04) (hash(x)=145729422)
|
| 347 |
+
2870 train 4.376500 (lr=9.9461e-04) (hash(x)=144360628)
|
| 348 |
+
2880 train 4.183399 (lr=9.9300e-04) (hash(x)=147737098)
|
| 349 |
+
2890 train 4.291469 (lr=9.9138e-04) (hash(x)=146849057)
|
| 350 |
+
2900 val loss 4.3350
|
| 351 |
+
2900 val perplexity 76.3279
|
| 352 |
+
2900 train 4.358004 (lr=9.8975e-04) (hash(x)=145800210)
|
| 353 |
+
2910 train 4.164371 (lr=9.8812e-04) (hash(x)=147316313)
|
| 354 |
+
2920 train 4.210795 (lr=9.8648e-04) (hash(x)=152595415)
|
| 355 |
+
2930 train 4.374139 (lr=9.8484e-04) (hash(x)=156542647)
|
| 356 |
+
2940 train 4.236506 (lr=9.8320e-04) (hash(x)=141183896)
|
| 357 |
+
2950 train 4.333578 (lr=9.8155e-04) (hash(x)=156329036)
|
| 358 |
+
2960 train 4.375101 (lr=9.7989e-04) (hash(x)=156717793)
|
| 359 |
+
2970 train 4.239049 (lr=9.7824e-04) (hash(x)=143949931)
|
| 360 |
+
2980 train 4.295738 (lr=9.7657e-04) (hash(x)=155067290)
|
| 361 |
+
2990 train 4.267017 (lr=9.7490e-04) (hash(x)=148774729)
|
| 362 |
+
3000 val loss 4.3519
|
| 363 |
+
3000 val perplexity 77.6256
|
| 364 |
+
3000 train 4.255648 (lr=9.7323e-04) (hash(x)=141997485)
|
| 365 |
+
3010 train 4.228545 (lr=9.7155e-04) (hash(x)=160762953)
|
| 366 |
+
3020 train 4.175551 (lr=9.6987e-04) (hash(x)=170341665)
|
| 367 |
+
3030 train 4.452041 (lr=9.6819e-04) (hash(x)=150722836)
|
| 368 |
+
3040 train 4.244356 (lr=9.6649e-04) (hash(x)=154243307)
|
| 369 |
+
3050 train 4.297995 (lr=9.6480e-04) (hash(x)=146077234)
|
| 370 |
+
3060 train 4.248845 (lr=9.6310e-04) (hash(x)=152125542)
|
| 371 |
+
3070 train 4.428735 (lr=9.6140e-04) (hash(x)=144149387)
|
| 372 |
+
3080 train 4.257467 (lr=9.5969e-04) (hash(x)=147508712)
|
| 373 |
+
3090 train 4.255358 (lr=9.5797e-04) (hash(x)=143583369)
|
| 374 |
+
3100 val loss 4.3078
|
| 375 |
+
3100 val perplexity 74.2732
|
| 376 |
+
3100 train 4.283609 (lr=9.5626e-04) (hash(x)=154049740)
|
| 377 |
+
3110 train 4.335011 (lr=9.5454e-04) (hash(x)=147054835)
|
| 378 |
+
3120 train 4.323867 (lr=9.5281e-04) (hash(x)=152468568)
|
| 379 |
+
3130 train 4.279954 (lr=9.5108e-04) (hash(x)=151635194)
|
| 380 |
+
3140 train 4.241763 (lr=9.4935e-04) (hash(x)=150396274)
|
| 381 |
+
3150 train 4.288492 (lr=9.4761e-04) (hash(x)=141306267)
|
| 382 |
+
3160 train 4.236377 (lr=9.4587e-04) (hash(x)=151110762)
|
| 383 |
+
3170 train 4.313979 (lr=9.4412e-04) (hash(x)=146518875)
|
| 384 |
+
3180 train 4.195427 (lr=9.4237e-04) (hash(x)=139914401)
|
| 385 |
+
3190 train 4.204344 (lr=9.4061e-04) (hash(x)=161631880)
|
| 386 |
+
3200 val loss 4.3195
|
| 387 |
+
3200 val perplexity 75.1518
|
| 388 |
+
3200 train 4.231094 (lr=9.3885e-04) (hash(x)=150471842)
|
| 389 |
+
3210 train 4.303976 (lr=9.3709e-04) (hash(x)=147355138)
|
| 390 |
+
3220 train 4.098399 (lr=9.3532e-04) (hash(x)=138879678)
|
| 391 |
+
3230 train 4.196038 (lr=9.3355e-04) (hash(x)=123929679)
|
| 392 |
+
3240 train 4.264080 (lr=9.3178e-04) (hash(x)=157263734)
|
| 393 |
+
3250 train 4.274297 (lr=9.3000e-04) (hash(x)=148065539)
|
| 394 |
+
3260 train 4.195098 (lr=9.2822e-04) (hash(x)=138020742)
|
| 395 |
+
3270 train 4.059672 (lr=9.2643e-04) (hash(x)=142053611)
|
| 396 |
+
3280 train 4.220358 (lr=9.2464e-04) (hash(x)=155444784)
|
| 397 |
+
3290 train 4.048244 (lr=9.2285e-04) (hash(x)=148500315)
|
| 398 |
+
3300 val loss 4.3151
|
| 399 |
+
3300 val perplexity 74.8188
|
| 400 |
+
3300 train 4.274778 (lr=9.2105e-04) (hash(x)=149048126)
|
| 401 |
+
3310 train 4.231986 (lr=9.1925e-04) (hash(x)=141680674)
|
| 402 |
+
3320 train 4.168321 (lr=9.1744e-04) (hash(x)=143310642)
|
| 403 |
+
3330 train 4.281257 (lr=9.1563e-04) (hash(x)=149891496)
|
| 404 |
+
3340 train 4.232554 (lr=9.1382e-04) (hash(x)=151244609)
|
| 405 |
+
3350 train 4.239318 (lr=9.1200e-04) (hash(x)=157158479)
|
| 406 |
+
3360 train 4.099291 (lr=9.1018e-04) (hash(x)=151709876)
|
| 407 |
+
3370 train 4.253227 (lr=9.0836e-04) (hash(x)=145297090)
|
| 408 |
+
3380 train 4.265821 (lr=9.0653e-04) (hash(x)=154767881)
|
| 409 |
+
3390 train 4.239752 (lr=9.0470e-04) (hash(x)=152600366)
|
| 410 |
+
3400 val loss 4.2891
|
| 411 |
+
3400 val perplexity 72.9035
|
| 412 |
+
3400 train 4.469651 (lr=9.0286e-04) (hash(x)=161261339)
|
| 413 |
+
3410 train 4.236227 (lr=9.0102e-04) (hash(x)=146859162)
|
| 414 |
+
3420 train 4.324354 (lr=8.9918e-04) (hash(x)=149276224)
|
| 415 |
+
3430 train 4.342439 (lr=8.9734e-04) (hash(x)=155866933)
|
| 416 |
+
3440 train 4.208660 (lr=8.9549e-04) (hash(x)=143191904)
|
| 417 |
+
3450 train 4.422591 (lr=8.9364e-04) (hash(x)=156910661)
|
| 418 |
+
3460 train 4.216209 (lr=8.9178e-04) (hash(x)=140850879)
|
| 419 |
+
3470 train 4.429345 (lr=8.8992e-04) (hash(x)=162140445)
|
| 420 |
+
3480 train 4.175794 (lr=8.8806e-04) (hash(x)=145607495)
|
| 421 |
+
3490 train 4.197517 (lr=8.8619e-04) (hash(x)=152496121)
|
| 422 |
+
3500 val loss 4.2855
|
| 423 |
+
3500 val perplexity 72.6393
|
| 424 |
+
3500 train 4.159913 (lr=8.8432e-04) (hash(x)=157495564)
|
| 425 |
+
3510 train 4.277530 (lr=8.8245e-04) (hash(x)=147657004)
|
| 426 |
+
3520 train 4.251930 (lr=8.8058e-04) (hash(x)=152978060)
|
| 427 |
+
3530 train 4.190551 (lr=8.7870e-04) (hash(x)=146800180)
|
| 428 |
+
3540 train 4.263475 (lr=8.7682e-04) (hash(x)=195450444)
|
| 429 |
+
3550 train 4.247198 (lr=8.7493e-04) (hash(x)=151114129)
|
| 430 |
+
3560 train 4.230071 (lr=8.7304e-04) (hash(x)=143833190)
|
| 431 |
+
3570 train 4.036624 (lr=8.7115e-04) (hash(x)=146039971)
|
| 432 |
+
3580 train 4.097275 (lr=8.6926e-04) (hash(x)=145172249)
|
| 433 |
+
3590 train 4.013932 (lr=8.6736e-04) (hash(x)=159164125)
|
| 434 |
+
3600 val loss 4.2868
|
| 435 |
+
3600 val perplexity 72.7354
|
| 436 |
+
3600 train 4.269676 (lr=8.6546e-04) (hash(x)=144352932)
|
| 437 |
+
3610 train 4.224288 (lr=8.6356e-04) (hash(x)=150550670)
|
| 438 |
+
3620 train 4.351537 (lr=8.6165e-04) (hash(x)=147170125)
|
| 439 |
+
3630 train 4.154831 (lr=8.5974e-04) (hash(x)=139473935)
|
| 440 |
+
3640 train 4.134790 (lr=8.5783e-04) (hash(x)=159294424)
|
| 441 |
+
3650 train 4.272717 (lr=8.5592e-04) (hash(x)=145943278)
|
| 442 |
+
3660 train 4.321851 (lr=8.5400e-04) (hash(x)=141647872)
|
| 443 |
+
3670 train 4.294897 (lr=8.5208e-04) (hash(x)=147109351)
|
| 444 |
+
3680 train 4.312623 (lr=8.5015e-04) (hash(x)=140683368)
|
| 445 |
+
3690 train 4.230763 (lr=8.4823e-04) (hash(x)=156276284)
|
| 446 |
+
3700 val loss 4.2646
|
| 447 |
+
3700 val perplexity 71.1347
|
| 448 |
+
3700 train 4.179705 (lr=8.4630e-04) (hash(x)=149389012)
|
| 449 |
+
3710 train 4.314538 (lr=8.4437e-04) (hash(x)=142107929)
|
| 450 |
+
3720 train 4.274600 (lr=8.4243e-04) (hash(x)=147828843)
|
| 451 |
+
3730 train 4.347709 (lr=8.4050e-04) (hash(x)=141784679)
|
| 452 |
+
3740 train 4.252450 (lr=8.3856e-04) (hash(x)=153375464)
|
| 453 |
+
3750 train 4.186852 (lr=8.3662e-04) (hash(x)=153716001)
|
| 454 |
+
3760 train 4.150516 (lr=8.3467e-04) (hash(x)=146848822)
|
| 455 |
+
3770 train 4.111072 (lr=8.3273e-04) (hash(x)=148396782)
|
| 456 |
+
3780 train 4.181536 (lr=8.3078e-04) (hash(x)=153563244)
|
| 457 |
+
3790 train 4.095987 (lr=8.2882e-04) (hash(x)=160808734)
|
| 458 |
+
3800 val loss 4.2598
|
| 459 |
+
3800 val perplexity 70.7964
|
| 460 |
+
3800 train 4.276231 (lr=8.2687e-04) (hash(x)=146607620)
|
| 461 |
+
3810 train 4.256849 (lr=8.2491e-04) (hash(x)=152580677)
|
| 462 |
+
3820 train 4.604735 (lr=8.2295e-04) (hash(x)=144860879)
|
| 463 |
+
3830 train 4.265968 (lr=8.2099e-04) (hash(x)=162099851)
|
| 464 |
+
3840 train 4.229902 (lr=8.1903e-04) (hash(x)=159506855)
|
| 465 |
+
3850 train 4.146537 (lr=8.1706e-04) (hash(x)=140022686)
|
| 466 |
+
3860 train 4.217778 (lr=8.1509e-04) (hash(x)=152137850)
|
| 467 |
+
3870 train 4.340480 (lr=8.1312e-04) (hash(x)=142666785)
|
| 468 |
+
3880 train 4.198164 (lr=8.1115e-04) (hash(x)=148285868)
|
| 469 |
+
3890 train 4.153683 (lr=8.0917e-04) (hash(x)=147910067)
|
| 470 |
+
3900 val loss 4.2583
|
| 471 |
+
3900 val perplexity 70.6894
|
| 472 |
+
3900 train 4.196803 (lr=8.0720e-04) (hash(x)=143754617)
|
| 473 |
+
3910 train 4.193634 (lr=8.0522e-04) (hash(x)=154779949)
|
| 474 |
+
3920 train 4.030639 (lr=8.0324e-04) (hash(x)=137824061)
|
| 475 |
+
3930 train 4.011237 (lr=8.0125e-04) (hash(x)=136933373)
|
| 476 |
+
3940 train 4.082316 (lr=7.9927e-04) (hash(x)=164054337)
|
| 477 |
+
3950 train 4.273435 (lr=7.9728e-04) (hash(x)=155752984)
|
| 478 |
+
3960 train 4.384520 (lr=7.9529e-04) (hash(x)=160957673)
|
| 479 |
+
3970 train 4.259131 (lr=7.9330e-04) (hash(x)=157158690)
|
| 480 |
+
3980 train 4.263556 (lr=7.9130e-04) (hash(x)=153282027)
|
| 481 |
+
3990 train 4.292992 (lr=7.8931e-04) (hash(x)=152183510)
|
| 482 |
+
4000 val loss 4.2331
|
| 483 |
+
4000 val perplexity 68.9272
|
| 484 |
+
4000 train 4.179786 (lr=7.8731e-04) (hash(x)=156930722)
|
| 485 |
+
4010 train 4.177989 (lr=7.8531e-04) (hash(x)=150798740)
|
| 486 |
+
4020 train 4.385306 (lr=7.8331e-04) (hash(x)=142632400)
|
| 487 |
+
4030 train 4.287009 (lr=7.8131e-04) (hash(x)=173326287)
|
| 488 |
+
4040 train 4.194666 (lr=7.7930e-04) (hash(x)=128797443)
|
| 489 |
+
4050 train 4.179008 (lr=7.7730e-04) (hash(x)=146937792)
|
| 490 |
+
4060 train 4.282561 (lr=7.7529e-04) (hash(x)=164579030)
|
| 491 |
+
4070 train 4.154787 (lr=7.7328e-04) (hash(x)=149459820)
|
| 492 |
+
4080 train 4.119593 (lr=7.7127e-04) (hash(x)=160159595)
|
| 493 |
+
4090 train 4.061828 (lr=7.6925e-04) (hash(x)=141507853)
|
| 494 |
+
4100 val loss 4.2289
|
| 495 |
+
4100 val perplexity 68.6436
|
| 496 |
+
4100 train 4.195910 (lr=7.6724e-04) (hash(x)=147500519)
|
| 497 |
+
4110 train 4.169817 (lr=7.6522e-04) (hash(x)=153297081)
|
| 498 |
+
4120 train 4.186640 (lr=7.6321e-04) (hash(x)=142560288)
|
| 499 |
+
4130 train 4.197725 (lr=7.6119e-04) (hash(x)=153380118)
|
| 500 |
+
4140 train 4.099753 (lr=7.5917e-04) (hash(x)=143150720)
|
| 501 |
+
4150 train 4.148788 (lr=7.5714e-04) (hash(x)=143459564)
|
| 502 |
+
4160 train 4.177048 (lr=7.5512e-04) (hash(x)=153955741)
|
| 503 |
+
4170 train 4.287599 (lr=7.5309e-04) (hash(x)=152199253)
|
| 504 |
+
4180 train 4.053465 (lr=7.5107e-04) (hash(x)=165957668)
|
| 505 |
+
4190 train 4.101478 (lr=7.4904e-04) (hash(x)=144866923)
|
| 506 |
+
4200 val loss 4.2386
|
| 507 |
+
4200 val perplexity 69.3124
|
| 508 |
+
4200 train 4.109762 (lr=7.4701e-04) (hash(x)=143232237)
|
| 509 |
+
4210 train 4.032808 (lr=7.4498e-04) (hash(x)=151907163)
|
| 510 |
+
4220 train 4.129560 (lr=7.4295e-04) (hash(x)=145917587)
|
| 511 |
+
4230 train 3.954653 (lr=7.4092e-04) (hash(x)=147258846)
|
| 512 |
+
4240 train 4.111995 (lr=7.3888e-04) (hash(x)=143449843)
|
| 513 |
+
4250 train 4.073033 (lr=7.3685e-04) (hash(x)=184883715)
|
| 514 |
+
4260 train 4.169010 (lr=7.3481e-04) (hash(x)=156958761)
|
| 515 |
+
4270 train 4.235006 (lr=7.3278e-04) (hash(x)=168870544)
|
| 516 |
+
4280 train 4.165486 (lr=7.3074e-04) (hash(x)=179446735)
|
| 517 |
+
4290 train 4.205769 (lr=7.2870e-04) (hash(x)=145649386)
|
| 518 |
+
4300 val loss 4.2218
|
| 519 |
+
4300 val perplexity 68.1588
|
| 520 |
+
4300 train 4.058278 (lr=7.2666e-04) (hash(x)=146811670)
|
| 521 |
+
4310 train 4.327929 (lr=7.2462e-04) (hash(x)=151907075)
|
| 522 |
+
4320 train 4.126033 (lr=7.2258e-04) (hash(x)=138628365)
|
| 523 |
+
4330 train 4.185774 (lr=7.2053e-04) (hash(x)=151608240)
|
| 524 |
+
4340 train 4.122470 (lr=7.1849e-04) (hash(x)=160111319)
|
| 525 |
+
4350 train 4.268800 (lr=7.1645e-04) (hash(x)=144958652)
|
| 526 |
+
4360 train 4.052122 (lr=7.1440e-04) (hash(x)=149176222)
|
| 527 |
+
4370 train 4.163023 (lr=7.1235e-04) (hash(x)=216221371)
|
| 528 |
+
4380 train 4.058805 (lr=7.1031e-04) (hash(x)=141760648)
|
| 529 |
+
4390 train 4.148412 (lr=7.0826e-04) (hash(x)=151710283)
|
| 530 |
+
4400 val loss 4.2119
|
| 531 |
+
4400 val perplexity 67.4844
|
| 532 |
+
4400 train 4.273533 (lr=7.0621e-04) (hash(x)=158418746)
|
| 533 |
+
4410 train 4.118079 (lr=7.0416e-04) (hash(x)=142331301)
|
| 534 |
+
4420 train 4.212812 (lr=7.0211e-04) (hash(x)=146507180)
|
| 535 |
+
4430 train 4.298182 (lr=7.0006e-04) (hash(x)=166506937)
|
| 536 |
+
4440 train 4.235255 (lr=6.9801e-04) (hash(x)=151209447)
|
| 537 |
+
4450 train 4.203467 (lr=6.9596e-04) (hash(x)=149186822)
|
| 538 |
+
4460 train 4.182313 (lr=6.9391e-04) (hash(x)=144348412)
|
| 539 |
+
4470 train 4.070495 (lr=6.9185e-04) (hash(x)=156494284)
|
| 540 |
+
4480 train 4.100329 (lr=6.8980e-04) (hash(x)=147238744)
|
| 541 |
+
4490 train 4.047402 (lr=6.8775e-04) (hash(x)=150746185)
|
| 542 |
+
4500 val loss 4.2025
|
| 543 |
+
4500 val perplexity 66.8554
|
| 544 |
+
4500 train 4.140866 (lr=6.8569e-04) (hash(x)=156695778)
|
| 545 |
+
4510 train 3.981101 (lr=6.8364e-04) (hash(x)=135988958)
|
| 546 |
+
4520 train 4.156155 (lr=6.8159e-04) (hash(x)=148272110)
|
| 547 |
+
4530 train 4.070342 (lr=6.7953e-04) (hash(x)=136459794)
|
| 548 |
+
4540 train 4.103515 (lr=6.7748e-04) (hash(x)=147624954)
|
| 549 |
+
4550 train 4.106647 (lr=6.7542e-04) (hash(x)=154947199)
|
| 550 |
+
4560 train 4.165092 (lr=6.7336e-04) (hash(x)=147869166)
|
| 551 |
+
4570 train 4.022002 (lr=6.7131e-04) (hash(x)=148415463)
|
| 552 |
+
4580 train 4.177087 (lr=6.6925e-04) (hash(x)=152104066)
|
| 553 |
+
4590 train 4.074935 (lr=6.6720e-04) (hash(x)=147060040)
|
| 554 |
+
4600 val loss 4.2002
|
| 555 |
+
4600 val perplexity 66.6998
|
| 556 |
+
4600 train 4.149686 (lr=6.6514e-04) (hash(x)=147791497)
|
| 557 |
+
4610 train 4.348236 (lr=6.6308e-04) (hash(x)=155595556)
|
| 558 |
+
4620 train 4.193893 (lr=6.6103e-04) (hash(x)=147178858)
|
| 559 |
+
4630 train 4.233017 (lr=6.5897e-04) (hash(x)=152617112)
|
| 560 |
+
4640 train 4.248038 (lr=6.5692e-04) (hash(x)=161766869)
|
| 561 |
+
4650 train 4.227262 (lr=6.5486e-04) (hash(x)=158075561)
|
| 562 |
+
4660 train 4.274863 (lr=6.5280e-04) (hash(x)=145360002)
|
| 563 |
+
4670 train 4.147588 (lr=6.5075e-04) (hash(x)=144538791)
|
| 564 |
+
4680 train 4.191603 (lr=6.4869e-04) (hash(x)=142711273)
|
| 565 |
+
4690 train 4.344150 (lr=6.4664e-04) (hash(x)=193907362)
|
| 566 |
+
4700 val loss 4.1812
|
| 567 |
+
4700 val perplexity 65.4432
|
| 568 |
+
4700 train 4.153625 (lr=6.4458e-04) (hash(x)=155533088)
|
| 569 |
+
4710 train 4.109363 (lr=6.4252e-04) (hash(x)=148618528)
|
| 570 |
+
4720 train 4.215922 (lr=6.4047e-04) (hash(x)=150502624)
|
| 571 |
+
4730 train 4.090084 (lr=6.3841e-04) (hash(x)=189205847)
|
| 572 |
+
4740 train 4.150286 (lr=6.3636e-04) (hash(x)=167322800)
|
| 573 |
+
4750 train 4.264690 (lr=6.3431e-04) (hash(x)=162169095)
|
| 574 |
+
4760 train 3.973631 (lr=6.3225e-04) (hash(x)=143459469)
|
| 575 |
+
4770 train 4.046574 (lr=6.3020e-04) (hash(x)=144386593)
|
| 576 |
+
4780 train 4.014859 (lr=6.2815e-04) (hash(x)=143721184)
|
| 577 |
+
4790 train 4.081519 (lr=6.2609e-04) (hash(x)=146077222)
|
| 578 |
+
4800 val loss 4.1867
|
| 579 |
+
4800 val perplexity 65.8040
|
| 580 |
+
4800 train 4.053353 (lr=6.2404e-04) (hash(x)=138350044)
|
| 581 |
+
4810 train 4.063749 (lr=6.2199e-04) (hash(x)=154960112)
|
| 582 |
+
4820 train 3.974273 (lr=6.1994e-04) (hash(x)=146950685)
|
| 583 |
+
4830 train 3.974960 (lr=6.1789e-04) (hash(x)=140224554)
|
| 584 |
+
4840 train 3.970653 (lr=6.1584e-04) (hash(x)=156640495)
|
| 585 |
+
4850 train 4.178516 (lr=6.1379e-04) (hash(x)=153409150)
|
| 586 |
+
4860 train 4.097592 (lr=6.1174e-04) (hash(x)=151647700)
|
| 587 |
+
4870 train 4.485693 (lr=6.0969e-04) (hash(x)=155465603)
|
| 588 |
+
4880 train 4.343468 (lr=6.0765e-04) (hash(x)=153404400)
|
| 589 |
+
4890 train 4.217564 (lr=6.0560e-04) (hash(x)=170409281)
|
| 590 |
+
4900 val loss 4.1704
|
| 591 |
+
4900 val perplexity 64.7417
|
| 592 |
+
4900 train 4.087573 (lr=6.0355e-04) (hash(x)=143735284)
|
| 593 |
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4910 train 4.236734 (lr=6.0151e-04) (hash(x)=150784329)
|
| 594 |
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4920 train 4.114401 (lr=5.9947e-04) (hash(x)=152353574)
|
| 595 |
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4930 train 4.067602 (lr=5.9742e-04) (hash(x)=152677008)
|
| 596 |
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4940 train 4.146633 (lr=5.9538e-04) (hash(x)=140553861)
|
| 597 |
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4950 train 4.228122 (lr=5.9334e-04) (hash(x)=152869181)
|
| 598 |
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4960 train 4.190352 (lr=5.9130e-04) (hash(x)=153011079)
|
| 599 |
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4970 train 4.133682 (lr=5.8926e-04) (hash(x)=152796617)
|
| 600 |
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4980 train 4.245240 (lr=5.8722e-04) (hash(x)=146868417)
|
| 601 |
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4990 train 4.130507 (lr=5.8519e-04) (hash(x)=140168188)
|
| 602 |
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5000 val loss 4.1612
|
| 603 |
+
5000 val perplexity 64.1459
|
| 604 |
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5000 train 4.115911 (lr=5.8315e-04) (hash(x)=154976463)
|
| 605 |
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5010 train 4.170545 (lr=5.8112e-04) (hash(x)=148582690)
|
| 606 |
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5020 train 4.179060 (lr=5.7908e-04) (hash(x)=166715464)
|
| 607 |
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5030 train 4.140876 (lr=5.7705e-04) (hash(x)=150616397)
|
| 608 |
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5040 train 4.196403 (lr=5.7502e-04) (hash(x)=150775548)
|
| 609 |
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5050 train 4.177640 (lr=5.7299e-04) (hash(x)=150575367)
|
| 610 |
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5060 train 4.095939 (lr=5.7096e-04) (hash(x)=152352082)
|
| 611 |
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5070 train 4.134336 (lr=5.6893e-04) (hash(x)=150269272)
|
| 612 |
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5080 train 4.199690 (lr=5.6691e-04) (hash(x)=146499361)
|
| 613 |
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5090 train 3.885907 (lr=5.6488e-04) (hash(x)=148734454)
|
| 614 |
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5100 val loss 4.1627
|
| 615 |
+
5100 val perplexity 64.2449
|
| 616 |
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5100 train 4.069824 (lr=5.6286e-04) (hash(x)=149894982)
|
| 617 |
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5110 train 4.120303 (lr=5.6083e-04) (hash(x)=154487751)
|
| 618 |
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5120 train 4.064907 (lr=5.5881e-04) (hash(x)=144169582)
|
| 619 |
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5130 train 4.046687 (lr=5.5679e-04) (hash(x)=152217630)
|
| 620 |
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5140 train 4.062883 (lr=5.5478e-04) (hash(x)=158233831)
|
| 621 |
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5150 train 4.135508 (lr=5.5276e-04) (hash(x)=142746426)
|
| 622 |
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5160 train 4.122433 (lr=5.5075e-04) (hash(x)=139184458)
|
| 623 |
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5170 train 4.201917 (lr=5.4873e-04) (hash(x)=140624857)
|
| 624 |
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5180 train 3.932074 (lr=5.4672e-04) (hash(x)=154107423)
|
| 625 |
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5190 train 3.873277 (lr=5.4471e-04) (hash(x)=144892610)
|
| 626 |
+
5200 val loss 4.1630
|
| 627 |
+
5200 val perplexity 64.2653
|
| 628 |
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5200 train 3.825698 (lr=5.4270e-04) (hash(x)=159326689)
|
| 629 |
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5210 train 3.995971 (lr=5.4070e-04) (hash(x)=151186017)
|
| 630 |
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5220 train 3.798286 (lr=5.3869e-04) (hash(x)=148996819)
|
| 631 |
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5230 train 3.740932 (lr=5.3669e-04) (hash(x)=150829917)
|
| 632 |
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5240 train 3.860798 (lr=5.3469e-04) (hash(x)=152758972)
|
| 633 |
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5250 train 3.829326 (lr=5.3269e-04) (hash(x)=154345903)
|
| 634 |
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5260 train 3.826759 (lr=5.3069e-04) (hash(x)=150134947)
|
| 635 |
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5270 train 3.912770 (lr=5.2870e-04) (hash(x)=149689310)
|
| 636 |
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5280 train 4.155208 (lr=5.2670e-04) (hash(x)=147662223)
|
| 637 |
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5290 train 4.220650 (lr=5.2471e-04) (hash(x)=165770608)
|
| 638 |
+
5300 val loss 4.1503
|
| 639 |
+
5300 val perplexity 63.4501
|
| 640 |
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5300 train 4.200786 (lr=5.2272e-04) (hash(x)=159484800)
|
| 641 |
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5310 train 4.233901 (lr=5.2073e-04) (hash(x)=152672536)
|
| 642 |
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5320 train 4.061639 (lr=5.1875e-04) (hash(x)=152728812)
|
| 643 |
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5330 train 4.001199 (lr=5.1676e-04) (hash(x)=152778685)
|
| 644 |
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5340 train 4.100103 (lr=5.1478e-04) (hash(x)=149818849)
|
| 645 |
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5350 train 4.027247 (lr=5.1280e-04) (hash(x)=168239739)
|
| 646 |
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5360 train 4.177664 (lr=5.1083e-04) (hash(x)=139859423)
|
| 647 |
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5370 train 3.997834 (lr=5.0885e-04) (hash(x)=139315327)
|
| 648 |
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5380 train 4.208892 (lr=5.0688e-04) (hash(x)=163068509)
|
| 649 |
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5390 train 4.159989 (lr=5.0491e-04) (hash(x)=147645415)
|
| 650 |
+
5400 val loss 4.1302
|
| 651 |
+
5400 val perplexity 62.1912
|
| 652 |
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5400 train 4.115530 (lr=5.0294e-04) (hash(x)=140385615)
|
| 653 |
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5410 train 3.975234 (lr=5.0097e-04) (hash(x)=151381862)
|
| 654 |
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5420 train 4.131387 (lr=4.9901e-04) (hash(x)=152445092)
|
| 655 |
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5430 train 4.145544 (lr=4.9705e-04) (hash(x)=142454479)
|
| 656 |
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5440 train 4.096705 (lr=4.9509e-04) (hash(x)=151308771)
|
| 657 |
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5450 train 3.949914 (lr=4.9313e-04) (hash(x)=150886070)
|
| 658 |
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5460 train 4.058845 (lr=4.9118e-04) (hash(x)=146080408)
|
| 659 |
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5470 train 4.075623 (lr=4.8922e-04) (hash(x)=149828857)
|
| 660 |
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5480 train 4.053894 (lr=4.8727e-04) (hash(x)=139922034)
|
| 661 |
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5490 train 3.995850 (lr=4.8533e-04) (hash(x)=150262276)
|
| 662 |
+
5500 val loss 4.1291
|
| 663 |
+
5500 val perplexity 62.1229
|
| 664 |
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5500 train 3.967076 (lr=4.8338e-04) (hash(x)=148498335)
|
| 665 |
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5510 train 4.086617 (lr=4.8144e-04) (hash(x)=157036224)
|
| 666 |
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5520 train 3.968736 (lr=4.7950e-04) (hash(x)=134093409)
|
| 667 |
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5530 train 3.995223 (lr=4.7757e-04) (hash(x)=153126250)
|
| 668 |
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5540 train 4.012202 (lr=4.7563e-04) (hash(x)=136170985)
|
| 669 |
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5550 train 3.986224 (lr=4.7370e-04) (hash(x)=152841201)
|
| 670 |
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5560 train 4.091094 (lr=4.7177e-04) (hash(x)=147439014)
|
| 671 |
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5570 train 4.008327 (lr=4.6985e-04) (hash(x)=143476132)
|
| 672 |
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5580 train 3.777795 (lr=4.6792e-04) (hash(x)=139503437)
|
| 673 |
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5590 train 3.827365 (lr=4.6600e-04) (hash(x)=131664955)
|
| 674 |
+
5600 val loss 4.1382
|
| 675 |
+
5600 val perplexity 62.6930
|
| 676 |
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5600 train 3.915219 (lr=4.6408e-04) (hash(x)=151907614)
|
| 677 |
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5610 train 3.801186 (lr=4.6217e-04) (hash(x)=157132674)
|
| 678 |
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5620 train 4.006526 (lr=4.6026e-04) (hash(x)=146793775)
|
| 679 |
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5630 train 3.950544 (lr=4.5835e-04) (hash(x)=147237910)
|
| 680 |
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5640 train 3.859480 (lr=4.5644e-04) (hash(x)=141120024)
|
| 681 |
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5650 train 3.843569 (lr=4.5454e-04) (hash(x)=144275645)
|
| 682 |
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5660 train 3.865237 (lr=4.5264e-04) (hash(x)=159088002)
|
| 683 |
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5670 train 3.925241 (lr=4.5074e-04) (hash(x)=147224479)
|
| 684 |
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5680 train 4.268723 (lr=4.4885e-04) (hash(x)=147208743)
|
| 685 |
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5690 train 4.069390 (lr=4.4696e-04) (hash(x)=154384701)
|
| 686 |
+
5700 val loss 4.1305
|
| 687 |
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5700 val perplexity 62.2098
|
| 688 |
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5700 train 4.106432 (lr=4.4507e-04) (hash(x)=155192267)
|
| 689 |
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5710 train 4.049497 (lr=4.4318e-04) (hash(x)=148458753)
|
| 690 |
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5720 train 4.159142 (lr=4.4130e-04) (hash(x)=159947204)
|
| 691 |
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5730 train 4.142191 (lr=4.3942e-04) (hash(x)=150746366)
|
| 692 |
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5740 train 4.139050 (lr=4.3755e-04) (hash(x)=155201884)
|
| 693 |
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5750 train 4.135178 (lr=4.3568e-04) (hash(x)=156432008)
|
| 694 |
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5760 train 4.119980 (lr=4.3381e-04) (hash(x)=185977746)
|
| 695 |
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5770 train 4.117015 (lr=4.3194e-04) (hash(x)=133620000)
|
| 696 |
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5780 train 4.134962 (lr=4.3008e-04) (hash(x)=153778044)
|
| 697 |
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5790 train 3.974139 (lr=4.2822e-04) (hash(x)=147713822)
|
| 698 |
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5800 val loss 4.1080
|
| 699 |
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5800 val perplexity 60.8258
|
| 700 |
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5800 train 4.127511 (lr=4.2636e-04) (hash(x)=153132158)
|
| 701 |
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5810 train 4.086795 (lr=4.2451e-04) (hash(x)=144293895)
|
| 702 |
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5820 train 4.066003 (lr=4.2266e-04) (hash(x)=151500590)
|
| 703 |
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5830 train 4.014265 (lr=4.2082e-04) (hash(x)=139308707)
|
| 704 |
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5840 train 4.127144 (lr=4.1898e-04) (hash(x)=153591278)
|
| 705 |
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5850 train 4.108771 (lr=4.1714e-04) (hash(x)=146077037)
|
| 706 |
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5860 train 4.074887 (lr=4.1530e-04) (hash(x)=149160733)
|
| 707 |
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5870 train 4.053296 (lr=4.1347e-04) (hash(x)=138482476)
|
| 708 |
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5880 train 4.067410 (lr=4.1164e-04) (hash(x)=152173137)
|
| 709 |
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5890 train 4.042970 (lr=4.0982e-04) (hash(x)=142387057)
|
| 710 |
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5900 val loss 4.1185
|
| 711 |
+
5900 val perplexity 61.4648
|
| 712 |
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5900 train 4.122308 (lr=4.0800e-04) (hash(x)=161446764)
|
| 713 |
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5910 train 3.992386 (lr=4.0618e-04) (hash(x)=144512138)
|
| 714 |
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5920 train 4.054259 (lr=4.0437e-04) (hash(x)=152555618)
|
| 715 |
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5930 train 4.011058 (lr=4.0256e-04) (hash(x)=146129367)
|
| 716 |
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5940 train 3.947918 (lr=4.0075e-04) (hash(x)=154607527)
|
| 717 |
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5950 train 4.036106 (lr=3.9895e-04) (hash(x)=143827143)
|
| 718 |
+
5960 train 4.165406 (lr=3.9715e-04) (hash(x)=151168510)
|
| 719 |
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5970 train 3.951754 (lr=3.9536e-04) (hash(x)=158961574)
|
| 720 |
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5980 train 3.789775 (lr=3.9357e-04) (hash(x)=148757787)
|
| 721 |
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5990 train 4.286620 (lr=3.9178e-04) (hash(x)=161719494)
|
| 722 |
+
6000 val loss 4.1174
|
| 723 |
+
6000 val perplexity 61.3967
|
| 724 |
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6000 train 3.791449 (lr=3.9000e-04) (hash(x)=151512446)
|
| 725 |
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6010 train 3.905854 (lr=3.8822e-04) (hash(x)=173500735)
|
| 726 |
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6020 train 4.042132 (lr=3.8645e-04) (hash(x)=157621031)
|
| 727 |
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6030 train 3.924375 (lr=3.8468e-04) (hash(x)=142662684)
|
| 728 |
+
6040 train 3.914353 (lr=3.8291e-04) (hash(x)=146180940)
|
| 729 |
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6050 train 3.834657 (lr=3.8115e-04) (hash(x)=147654412)
|
| 730 |
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6060 train 3.702378 (lr=3.7939e-04) (hash(x)=156393157)
|
| 731 |
+
6070 train 4.113428 (lr=3.7763e-04) (hash(x)=156947300)
|
| 732 |
+
6080 train 4.099291 (lr=3.7588e-04) (hash(x)=163108626)
|
| 733 |
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6090 train 4.197640 (lr=3.7413e-04) (hash(x)=158654713)
|
| 734 |
+
6100 val loss 4.0960
|
| 735 |
+
6100 val perplexity 60.0983
|
| 736 |
+
6100 train 3.925329 (lr=3.7239e-04) (hash(x)=188094053)
|
| 737 |
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6110 train 4.086690 (lr=3.7065e-04) (hash(x)=145132600)
|
| 738 |
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6120 train 3.964906 (lr=3.6892e-04) (hash(x)=146999707)
|
| 739 |
+
6130 train 4.192114 (lr=3.6719e-04) (hash(x)=145719530)
|
| 740 |
+
6140 train 4.128633 (lr=3.6546e-04) (hash(x)=153230722)
|
| 741 |
+
6150 train 4.060086 (lr=3.6374e-04) (hash(x)=147455934)
|
| 742 |
+
6160 train 4.113932 (lr=3.6203e-04) (hash(x)=146596242)
|
| 743 |
+
6170 train 4.205588 (lr=3.6031e-04) (hash(x)=152029855)
|
| 744 |
+
6180 train 4.074909 (lr=3.5860e-04) (hash(x)=151480034)
|
| 745 |
+
6190 train 4.003614 (lr=3.5690e-04) (hash(x)=147381047)
|
| 746 |
+
6200 val loss 4.0801
|
| 747 |
+
6200 val perplexity 59.1503
|
| 748 |
+
6200 train 3.995852 (lr=3.5520e-04) (hash(x)=149389789)
|
| 749 |
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6210 train 4.046740 (lr=3.5351e-04) (hash(x)=154894138)
|
| 750 |
+
6220 train 4.075162 (lr=3.5181e-04) (hash(x)=150074302)
|
| 751 |
+
6230 train 3.948328 (lr=3.5013e-04) (hash(x)=142881794)
|
| 752 |
+
6240 train 3.929728 (lr=3.4845e-04) (hash(x)=164747461)
|
| 753 |
+
6250 train 4.096503 (lr=3.4677e-04) (hash(x)=158378292)
|
| 754 |
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6260 train 4.103336 (lr=3.4510e-04) (hash(x)=147675938)
|
| 755 |
+
6270 train 4.045372 (lr=3.4343e-04) (hash(x)=148197228)
|
| 756 |
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6280 train 4.011098 (lr=3.4176e-04) (hash(x)=135296747)
|
| 757 |
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6290 train 4.073007 (lr=3.4011e-04) (hash(x)=156439346)
|
| 758 |
+
6300 val loss 4.0798
|
| 759 |
+
6300 val perplexity 59.1322
|
| 760 |
+
6300 train 3.897714 (lr=3.3845e-04) (hash(x)=138212820)
|
| 761 |
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6310 train 4.189081 (lr=3.3680e-04) (hash(x)=165985336)
|
| 762 |
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6320 train 4.066774 (lr=3.3516e-04) (hash(x)=145921897)
|
| 763 |
+
6330 train 4.269836 (lr=3.3352e-04) (hash(x)=145502689)
|
| 764 |
+
6340 train 4.009390 (lr=3.3188e-04) (hash(x)=141704937)
|
| 765 |
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6350 train 4.065519 (lr=3.3025e-04) (hash(x)=161789400)
|
| 766 |
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6360 train 3.790272 (lr=3.2862e-04) (hash(x)=145457780)
|
| 767 |
+
6370 train 4.039013 (lr=3.2700e-04) (hash(x)=171628530)
|
| 768 |
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6380 train 3.830574 (lr=3.2539e-04) (hash(x)=153467923)
|
| 769 |
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6390 train 4.205006 (lr=3.2378e-04) (hash(x)=158066904)
|
| 770 |
+
6400 val loss 4.0861
|
| 771 |
+
6400 val perplexity 59.5086
|
| 772 |
+
6400 train 3.854095 (lr=3.2217e-04) (hash(x)=146535423)
|
| 773 |
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6410 train 3.717367 (lr=3.2057e-04) (hash(x)=147264155)
|
| 774 |
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6420 train 3.822229 (lr=3.1897e-04) (hash(x)=145595485)
|
| 775 |
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6430 train 3.968632 (lr=3.1738e-04) (hash(x)=146929074)
|
| 776 |
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6440 train 3.895059 (lr=3.1579e-04) (hash(x)=147290878)
|
| 777 |
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6450 train 3.992548 (lr=3.1421e-04) (hash(x)=141154205)
|
| 778 |
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6460 train 3.832183 (lr=3.1263e-04) (hash(x)=154360901)
|
| 779 |
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6470 train 4.171207 (lr=3.1106e-04) (hash(x)=146350558)
|
| 780 |
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6480 train 4.131766 (lr=3.0949e-04) (hash(x)=153927683)
|
| 781 |
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6490 train 4.051302 (lr=3.0793e-04) (hash(x)=149337047)
|
| 782 |
+
6500 val loss 4.0721
|
| 783 |
+
6500 val perplexity 58.6804
|
| 784 |
+
6500 train 3.967958 (lr=3.0638e-04) (hash(x)=145950843)
|
| 785 |
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6510 train 4.034039 (lr=3.0482e-04) (hash(x)=142577653)
|
| 786 |
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6520 train 4.083413 (lr=3.0328e-04) (hash(x)=165060689)
|
| 787 |
+
6530 train 3.938997 (lr=3.0174e-04) (hash(x)=148367505)
|
| 788 |
+
6540 train 4.031820 (lr=3.0020e-04) (hash(x)=154313651)
|
| 789 |
+
6550 train 3.948436 (lr=2.9867e-04) (hash(x)=147477315)
|
| 790 |
+
6560 train 4.033904 (lr=2.9714e-04) (hash(x)=139825403)
|
| 791 |
+
6570 train 4.050428 (lr=2.9562e-04) (hash(x)=141482518)
|
| 792 |
+
6580 train 4.084535 (lr=2.9411e-04) (hash(x)=144968144)
|
| 793 |
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6590 train 4.041948 (lr=2.9260e-04) (hash(x)=154319720)
|
| 794 |
+
6600 val loss 4.0684
|
| 795 |
+
6600 val perplexity 58.4652
|
| 796 |
+
6600 train 4.077673 (lr=2.9109e-04) (hash(x)=141162902)
|
| 797 |
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6610 train 4.049996 (lr=2.8960e-04) (hash(x)=159490449)
|
| 798 |
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6620 train 3.931417 (lr=2.8810e-04) (hash(x)=151189772)
|
| 799 |
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6630 train 3.907310 (lr=2.8661e-04) (hash(x)=148451651)
|
| 800 |
+
6640 train 4.037731 (lr=2.8513e-04) (hash(x)=152815550)
|
| 801 |
+
6650 train 3.883176 (lr=2.8365e-04) (hash(x)=144316094)
|
| 802 |
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6660 train 4.198475 (lr=2.8218e-04) (hash(x)=143951240)
|
| 803 |
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6670 train 3.824023 (lr=2.8072e-04) (hash(x)=143203472)
|
| 804 |
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6680 train 3.863539 (lr=2.7925e-04) (hash(x)=132063806)
|
| 805 |
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6690 train 3.957731 (lr=2.7780e-04) (hash(x)=140739750)
|
| 806 |
+
6700 val loss 4.0716
|
| 807 |
+
6700 val perplexity 58.6515
|
| 808 |
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6700 train 4.017274 (lr=2.7635e-04) (hash(x)=153018737)
|
| 809 |
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6710 train 3.881058 (lr=2.7490e-04) (hash(x)=140107197)
|
| 810 |
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6720 train 3.986820 (lr=2.7347e-04) (hash(x)=144396559)
|
| 811 |
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6730 train 3.833647 (lr=2.7203e-04) (hash(x)=148038991)
|
| 812 |
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6740 train 4.046393 (lr=2.7061e-04) (hash(x)=145504746)
|
| 813 |
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6750 train 4.034576 (lr=2.6918e-04) (hash(x)=119579094)
|
| 814 |
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6760 train 4.046555 (lr=2.6777e-04) (hash(x)=161725430)
|
| 815 |
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6770 train 4.064195 (lr=2.6636e-04) (hash(x)=153646966)
|
| 816 |
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6780 train 4.068097 (lr=2.6495e-04) (hash(x)=153838463)
|
| 817 |
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6790 train 4.197481 (lr=2.6355e-04) (hash(x)=157891196)
|
| 818 |
+
6800 val loss 4.0539
|
| 819 |
+
6800 val perplexity 57.6225
|
| 820 |
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6800 train 3.905010 (lr=2.6216e-04) (hash(x)=155640155)
|
| 821 |
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6810 train 4.102526 (lr=2.6077e-04) (hash(x)=154913809)
|
| 822 |
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6820 train 4.019461 (lr=2.5939e-04) (hash(x)=159412493)
|
| 823 |
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6830 train 3.975969 (lr=2.5801e-04) (hash(x)=144756549)
|
| 824 |
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6840 train 4.190814 (lr=2.5664e-04) (hash(x)=143824638)
|
| 825 |
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6850 train 4.521317 (lr=2.5528e-04) (hash(x)=117180982)
|
| 826 |
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6860 train 4.037671 (lr=2.5392e-04) (hash(x)=141887150)
|
| 827 |
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6870 train 4.108096 (lr=2.5257e-04) (hash(x)=140094872)
|
| 828 |
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6880 train 3.948513 (lr=2.5122e-04) (hash(x)=141479953)
|
| 829 |
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6890 train 4.007076 (lr=2.4988e-04) (hash(x)=153166840)
|
| 830 |
+
6900 val loss 4.0510
|
| 831 |
+
6900 val perplexity 57.4553
|
| 832 |
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6900 train 4.026999 (lr=2.4855e-04) (hash(x)=153722115)
|
| 833 |
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6910 train 4.138263 (lr=2.4722e-04) (hash(x)=149578602)
|
| 834 |
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6920 train 3.988453 (lr=2.4590e-04) (hash(x)=149925108)
|
| 835 |
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6930 train 3.931774 (lr=2.4458e-04) (hash(x)=148589489)
|
| 836 |
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6940 train 3.843216 (lr=2.4327e-04) (hash(x)=144243794)
|
| 837 |
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6950 train 3.928389 (lr=2.4196e-04) (hash(x)=157743480)
|
| 838 |
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6960 train 3.918334 (lr=2.4066e-04) (hash(x)=139858247)
|
| 839 |
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6970 train 3.850330 (lr=2.3937e-04) (hash(x)=148727536)
|
| 840 |
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6980 train 3.957868 (lr=2.3809e-04) (hash(x)=153382595)
|
| 841 |
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6990 train 4.099287 (lr=2.3681e-04) (hash(x)=147529919)
|
| 842 |
+
7000 val loss 4.0460
|
| 843 |
+
7000 val perplexity 57.1675
|
| 844 |
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7000 train 4.062323 (lr=2.3553e-04) (hash(x)=146953450)
|
| 845 |
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7010 train 3.977045 (lr=2.3426e-04) (hash(x)=134561015)
|
| 846 |
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7020 train 4.084570 (lr=2.3300e-04) (hash(x)=148433515)
|
| 847 |
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7030 train 3.940173 (lr=2.3175e-04) (hash(x)=140394326)
|
| 848 |
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7040 train 3.942498 (lr=2.3050e-04) (hash(x)=136740763)
|
| 849 |
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7050 train 3.783277 (lr=2.2925e-04) (hash(x)=148637938)
|
| 850 |
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7060 train 3.951658 (lr=2.2802e-04) (hash(x)=147262147)
|
| 851 |
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7070 train 3.925848 (lr=2.2679e-04) (hash(x)=140191039)
|
| 852 |
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7080 train 3.940586 (lr=2.2556e-04) (hash(x)=148223305)
|
| 853 |
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7090 train 3.854826 (lr=2.2434e-04) (hash(x)=139984988)
|
| 854 |
+
7100 val loss 4.0488
|
| 855 |
+
7100 val perplexity 57.3300
|
| 856 |
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7100 train 3.968258 (lr=2.2313e-04) (hash(x)=137663885)
|
| 857 |
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7110 train 3.853765 (lr=2.2193e-04) (hash(x)=150955021)
|
| 858 |
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7120 train 3.758176 (lr=2.2073e-04) (hash(x)=148585682)
|
| 859 |
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7130 train 3.965763 (lr=2.1953e-04) (hash(x)=146055548)
|
| 860 |
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7140 train 4.002175 (lr=2.1835e-04) (hash(x)=155723541)
|
| 861 |
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7150 train 4.072872 (lr=2.1717e-04) (hash(x)=140465834)
|
| 862 |
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7160 train 4.045044 (lr=2.1599e-04) (hash(x)=163246922)
|
| 863 |
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7170 train 3.903509 (lr=2.1483e-04) (hash(x)=150754166)
|
| 864 |
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7180 train 4.442712 (lr=2.1367e-04) (hash(x)=142844151)
|
| 865 |
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7190 train 4.028513 (lr=2.1251e-04) (hash(x)=145167470)
|
| 866 |
+
7200 val loss 4.0327
|
| 867 |
+
7200 val perplexity 56.4122
|
| 868 |
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7200 train 4.223575 (lr=2.1136e-04) (hash(x)=146172950)
|
| 869 |
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7210 train 4.044261 (lr=2.1022e-04) (hash(x)=143155287)
|
| 870 |
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7220 train 3.998927 (lr=2.0909e-04) (hash(x)=151976669)
|
| 871 |
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7230 train 4.110327 (lr=2.0796e-04) (hash(x)=145979940)
|
| 872 |
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7240 train 4.077916 (lr=2.0684e-04) (hash(x)=155656034)
|
| 873 |
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7250 train 4.078251 (lr=2.0572e-04) (hash(x)=135610136)
|
| 874 |
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7260 train 4.159351 (lr=2.0461e-04) (hash(x)=148133023)
|
| 875 |
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7270 train 4.035693 (lr=2.0351e-04) (hash(x)=148006681)
|
| 876 |
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7280 train 4.067909 (lr=2.0242e-04) (hash(x)=151397627)
|
| 877 |
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7290 train 4.029603 (lr=2.0133e-04) (hash(x)=141696871)
|
| 878 |
+
7300 val loss 4.0277
|
| 879 |
+
7300 val perplexity 56.1334
|
| 880 |
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7300 train 3.963065 (lr=2.0025e-04) (hash(x)=150018163)
|
| 881 |
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7310 train 4.002186 (lr=1.9917e-04) (hash(x)=154900050)
|
| 882 |
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7320 train 3.903433 (lr=1.9810e-04) (hash(x)=142608283)
|
| 883 |
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7330 train 3.997993 (lr=1.9704e-04) (hash(x)=148977837)
|
| 884 |
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7340 train 4.020750 (lr=1.9599e-04) (hash(x)=141676907)
|
| 885 |
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7350 train 3.902225 (lr=1.9494e-04) (hash(x)=147846997)
|
| 886 |
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7360 train 4.148526 (lr=1.9390e-04) (hash(x)=143252181)
|
| 887 |
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7370 train 3.968790 (lr=1.9286e-04) (hash(x)=155081717)
|
| 888 |
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7380 train 4.054010 (lr=1.9183e-04) (hash(x)=149678451)
|
| 889 |
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7390 train 3.888100 (lr=1.9081e-04) (hash(x)=159341637)
|
| 890 |
+
7400 val loss 4.0277
|
| 891 |
+
7400 val perplexity 56.1336
|
| 892 |
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7400 train 4.169893 (lr=1.8980e-04) (hash(x)=145351166)
|
| 893 |
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7410 train 3.984521 (lr=1.8879e-04) (hash(x)=162274009)
|
| 894 |
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7420 train 3.826013 (lr=1.8779e-04) (hash(x)=143254858)
|
| 895 |
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7430 train 3.942020 (lr=1.8679e-04) (hash(x)=143049884)
|
| 896 |
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7440 train 3.868019 (lr=1.8581e-04) (hash(x)=141768538)
|
| 897 |
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7450 train 3.894620 (lr=1.8483e-04) (hash(x)=139895310)
|
| 898 |
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7460 train 3.765445 (lr=1.8385e-04) (hash(x)=155900365)
|
| 899 |
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7470 train 3.745291 (lr=1.8289e-04) (hash(x)=145048215)
|
| 900 |
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7480 train 3.889608 (lr=1.8193e-04) (hash(x)=136992624)
|
| 901 |
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7490 train 4.001017 (lr=1.8097e-04) (hash(x)=141424789)
|
| 902 |
+
7500 val loss 4.0336
|
| 903 |
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7500 val perplexity 56.4654
|
| 904 |
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7500 train 3.848607 (lr=1.8003e-04) (hash(x)=145292116)
|
| 905 |
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7510 train 3.883948 (lr=1.7909e-04) (hash(x)=144818029)
|
| 906 |
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7520 train 4.053825 (lr=1.7816e-04) (hash(x)=152903515)
|
| 907 |
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7530 train 4.063888 (lr=1.7723e-04) (hash(x)=156934724)
|
| 908 |
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7540 train 4.290950 (lr=1.7632e-04) (hash(x)=156695926)
|
| 909 |
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7550 train 4.048392 (lr=1.7540e-04) (hash(x)=149115609)
|
| 910 |
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7560 train 4.028306 (lr=1.7450e-04) (hash(x)=143974224)
|
| 911 |
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7570 train 3.985258 (lr=1.7360e-04) (hash(x)=148204424)
|
| 912 |
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7580 train 4.057468 (lr=1.7271e-04) (hash(x)=150177910)
|
| 913 |
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7590 train 4.077811 (lr=1.7183e-04) (hash(x)=140325629)
|
| 914 |
+
7600 val loss 4.0183
|
| 915 |
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7600 val perplexity 55.6038
|
| 916 |
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7600 train 3.957198 (lr=1.7096e-04) (hash(x)=150235132)
|
| 917 |
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7610 train 4.082134 (lr=1.7009e-04) (hash(x)=157594837)
|
| 918 |
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7620 train 4.098681 (lr=1.6923e-04) (hash(x)=146696749)
|
| 919 |
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7630 train 4.136755 (lr=1.6837e-04) (hash(x)=148463580)
|
| 920 |
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7640 train 3.952573 (lr=1.6753e-04) (hash(x)=140271046)
|
| 921 |
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7650 train 4.010498 (lr=1.6669e-04) (hash(x)=159952319)
|
| 922 |
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7660 train 4.011227 (lr=1.6585e-04) (hash(x)=146307392)
|
| 923 |
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7670 train 3.963388 (lr=1.6503e-04) (hash(x)=145027988)
|
| 924 |
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7680 train 4.024128 (lr=1.6421e-04) (hash(x)=147729698)
|
| 925 |
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7690 train 4.017969 (lr=1.6340e-04) (hash(x)=143401210)
|
| 926 |
+
7700 val loss 4.0130
|
| 927 |
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7700 val perplexity 55.3099
|
| 928 |
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7700 train 3.945021 (lr=1.6259e-04) (hash(x)=154543455)
|
| 929 |
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7710 train 4.019877 (lr=1.6180e-04) (hash(x)=151600456)
|
| 930 |
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7720 train 3.929458 (lr=1.6101e-04) (hash(x)=165913803)
|
| 931 |
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7730 train 3.808218 (lr=1.6022e-04) (hash(x)=144942059)
|
| 932 |
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7740 train 4.030307 (lr=1.5945e-04) (hash(x)=150302103)
|
| 933 |
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7750 train 3.974575 (lr=1.5868e-04) (hash(x)=155782458)
|
| 934 |
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7760 train 4.007301 (lr=1.5792e-04) (hash(x)=147824384)
|
| 935 |
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7770 train 4.024988 (lr=1.5717e-04) (hash(x)=149177657)
|
| 936 |
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7780 train 4.041616 (lr=1.5642e-04) (hash(x)=164446738)
|
| 937 |
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7790 train 3.844147 (lr=1.5568e-04) (hash(x)=146417077)
|
| 938 |
+
7800 val loss 4.0164
|
| 939 |
+
7800 val perplexity 55.5022
|
| 940 |
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7800 train 3.989798 (lr=1.5495e-04) (hash(x)=142456852)
|
| 941 |
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7810 train 3.696815 (lr=1.5423e-04) (hash(x)=146221807)
|
| 942 |
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7820 train 3.890409 (lr=1.5351e-04) (hash(x)=154136533)
|
| 943 |
+
7830 train 3.797304 (lr=1.5280e-04) (hash(x)=147492735)
|
| 944 |
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7840 train 3.952703 (lr=1.5210e-04) (hash(x)=143481291)
|
| 945 |
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7850 train 3.781622 (lr=1.5140e-04) (hash(x)=136749307)
|
| 946 |
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7860 train 3.802867 (lr=1.5072e-04) (hash(x)=128985347)
|
| 947 |
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7870 train 3.709582 (lr=1.5004e-04) (hash(x)=152897363)
|
| 948 |
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7880 train 3.915031 (lr=1.4936e-04) (hash(x)=151460360)
|
| 949 |
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7890 train 3.736216 (lr=1.4870e-04) (hash(x)=137481738)
|
| 950 |
+
7900 val loss 4.0160
|
| 951 |
+
7900 val perplexity 55.4805
|
| 952 |
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7900 train 3.814426 (lr=1.4804e-04) (hash(x)=147363479)
|
| 953 |
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7910 train 4.032764 (lr=1.4739e-04) (hash(x)=151165744)
|
| 954 |
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7920 train 4.209962 (lr=1.4675e-04) (hash(x)=146214226)
|
| 955 |
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7930 train 4.018145 (lr=1.4611e-04) (hash(x)=154457502)
|
| 956 |
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7940 train 3.921236 (lr=1.4548e-04) (hash(x)=162025201)
|
| 957 |
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7950 train 3.910141 (lr=1.4486e-04) (hash(x)=156488145)
|
| 958 |
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7960 train 4.187378 (lr=1.4425e-04) (hash(x)=154011584)
|
| 959 |
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7970 train 4.037164 (lr=1.4365e-04) (hash(x)=145330320)
|
| 960 |
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7980 train 3.948156 (lr=1.4305e-04) (hash(x)=148216312)
|
| 961 |
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7990 train 3.882827 (lr=1.4246e-04) (hash(x)=156819091)
|
| 962 |
+
8000 val loss 4.0058
|
| 963 |
+
8000 val perplexity 54.9136
|
| 964 |
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8000 train 4.037365 (lr=1.4187e-04) (hash(x)=156122973)
|
| 965 |
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8010 train 3.978472 (lr=1.4130e-04) (hash(x)=146933088)
|
| 966 |
+
8020 train 4.083376 (lr=1.4073e-04) (hash(x)=151650746)
|
| 967 |
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8030 train 4.005369 (lr=1.4017e-04) (hash(x)=140692373)
|
| 968 |
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8040 train 4.192294 (lr=1.3962e-04) (hash(x)=147850094)
|
| 969 |
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8050 train 4.008224 (lr=1.3907e-04) (hash(x)=144454109)
|
| 970 |
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8060 train 3.870044 (lr=1.3853e-04) (hash(x)=152205124)
|
| 971 |
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8070 train 4.089517 (lr=1.3800e-04) (hash(x)=148918066)
|
| 972 |
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8080 train 4.017070 (lr=1.3748e-04) (hash(x)=146481024)
|
| 973 |
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8090 train 4.055798 (lr=1.3697e-04) (hash(x)=168785549)
|
| 974 |
+
8100 val loss 4.0025
|
| 975 |
+
8100 val perplexity 54.7328
|
| 976 |
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8100 train 4.077525 (lr=1.3646e-04) (hash(x)=156153179)
|
| 977 |
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8110 train 4.034592 (lr=1.3596e-04) (hash(x)=150498601)
|
| 978 |
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8120 train 4.039498 (lr=1.3547e-04) (hash(x)=142002714)
|
| 979 |
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8130 train 3.927327 (lr=1.3498e-04) (hash(x)=138450483)
|
| 980 |
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8140 train 4.010201 (lr=1.3450e-04) (hash(x)=145306351)
|
| 981 |
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8150 train 3.890682 (lr=1.3403e-04) (hash(x)=172502865)
|
| 982 |
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8160 train 3.994887 (lr=1.3357e-04) (hash(x)=156689649)
|
| 983 |
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8170 train 3.912071 (lr=1.3312e-04) (hash(x)=143766932)
|
| 984 |
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8180 train 4.051481 (lr=1.3267e-04) (hash(x)=150361321)
|
| 985 |
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8190 train 3.881218 (lr=1.3223e-04) (hash(x)=152664241)
|
| 986 |
+
8200 val loss 4.0026
|
| 987 |
+
8200 val perplexity 54.7401
|
| 988 |
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8200 train 4.154938 (lr=1.3180e-04) (hash(x)=146430698)
|
| 989 |
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8210 train 3.842588 (lr=1.3138e-04) (hash(x)=167362078)
|
| 990 |
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8220 train 4.066050 (lr=1.3096e-04) (hash(x)=157650942)
|
| 991 |
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8230 train 3.875461 (lr=1.3055e-04) (hash(x)=142102044)
|
| 992 |
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8240 train 3.917612 (lr=1.3015e-04) (hash(x)=153405900)
|
| 993 |
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8250 train 3.865864 (lr=1.2976e-04) (hash(x)=140222909)
|
| 994 |
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8260 train 3.998036 (lr=1.2937e-04) (hash(x)=137981854)
|
| 995 |
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8270 train 3.911040 (lr=1.2900e-04) (hash(x)=147576272)
|
| 996 |
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8280 train 3.926145 (lr=1.2863e-04) (hash(x)=157988195)
|
| 997 |
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8290 train 3.977154 (lr=1.2826e-04) (hash(x)=145715681)
|
| 998 |
+
8300 val loss 4.0034
|
| 999 |
+
8300 val perplexity 54.7865
|
| 1000 |
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8300 train 3.925410 (lr=1.2791e-04) (hash(x)=143507257)
|
| 1001 |
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8310 train 3.982985 (lr=1.2756e-04) (hash(x)=148930064)
|
| 1002 |
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8320 train 3.913068 (lr=1.2722e-04) (hash(x)=144134805)
|
| 1003 |
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8330 train 4.023242 (lr=1.2689e-04) (hash(x)=148418079)
|
| 1004 |
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8340 train 3.753417 (lr=1.2657e-04) (hash(x)=166518807)
|
| 1005 |
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8350 train 4.060881 (lr=1.2625e-04) (hash(x)=140042036)
|
| 1006 |
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8360 train 3.929688 (lr=1.2594e-04) (hash(x)=151427074)
|
| 1007 |
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8370 train 4.017848 (lr=1.2564e-04) (hash(x)=158389185)
|
| 1008 |
+
8380 train 3.921597 (lr=1.2535e-04) (hash(x)=148193308)
|
| 1009 |
+
8390 train 3.990497 (lr=1.2507e-04) (hash(x)=144289008)
|
| 1010 |
+
8400 val loss 3.9931
|
| 1011 |
+
8400 val perplexity 54.2223
|
| 1012 |
+
8400 train 3.711891 (lr=1.2479e-04) (hash(x)=166272643)
|
| 1013 |
+
8410 train 3.912660 (lr=1.2452e-04) (hash(x)=162244433)
|
| 1014 |
+
8420 train 3.953250 (lr=1.2426e-04) (hash(x)=149271299)
|
| 1015 |
+
8430 train 4.097416 (lr=1.2400e-04) (hash(x)=154135338)
|
| 1016 |
+
8440 train 4.138770 (lr=1.2376e-04) (hash(x)=149661838)
|
| 1017 |
+
8450 train 3.976111 (lr=1.2352e-04) (hash(x)=142205056)
|
| 1018 |
+
8460 train 3.904755 (lr=1.2329e-04) (hash(x)=166652398)
|
| 1019 |
+
8470 train 4.086634 (lr=1.2307e-04) (hash(x)=149029710)
|
| 1020 |
+
8480 train 3.858732 (lr=1.2285e-04) (hash(x)=154217415)
|
| 1021 |
+
8490 train 3.929013 (lr=1.2264e-04) (hash(x)=151526557)
|
| 1022 |
+
8500 val loss 3.9946
|
| 1023 |
+
8500 val perplexity 54.3050
|
| 1024 |
+
8500 train 3.920306 (lr=1.2245e-04) (hash(x)=143887848)
|
| 1025 |
+
8510 train 3.907987 (lr=1.2225e-04) (hash(x)=152324645)
|
| 1026 |
+
8520 train 3.645759 (lr=1.2207e-04) (hash(x)=145124959)
|
| 1027 |
+
8530 train 3.964489 (lr=1.2189e-04) (hash(x)=186319340)
|
| 1028 |
+
8540 train 3.979116 (lr=1.2173e-04) (hash(x)=147388339)
|
| 1029 |
+
8550 train 4.010317 (lr=1.2157e-04) (hash(x)=150118928)
|
| 1030 |
+
8560 train 4.010992 (lr=1.2141e-04) (hash(x)=153985286)
|
| 1031 |
+
8570 train 3.946882 (lr=1.2127e-04) (hash(x)=149582799)
|
| 1032 |
+
8580 train 3.950255 (lr=1.2113e-04) (hash(x)=156867870)
|
| 1033 |
+
8590 train 3.840837 (lr=1.2100e-04) (hash(x)=148773298)
|
| 1034 |
+
8600 val loss 3.9971
|
| 1035 |
+
8600 val perplexity 54.4398
|
| 1036 |
+
8600 train 3.940178 (lr=1.2088e-04) (hash(x)=156900341)
|
| 1037 |
+
8610 train 4.095117 (lr=1.2077e-04) (hash(x)=156790089)
|
| 1038 |
+
8620 train 3.903369 (lr=1.2066e-04) (hash(x)=154680805)
|
| 1039 |
+
8630 train 3.940312 (lr=1.2056e-04) (hash(x)=138107873)
|
| 1040 |
+
8640 train 4.023031 (lr=1.2047e-04) (hash(x)=142554243)
|
| 1041 |
+
8650 train 3.831221 (lr=1.2039e-04) (hash(x)=134360956)
|
| 1042 |
+
8660 train 3.908174 (lr=1.2032e-04) (hash(x)=128599610)
|
| 1043 |
+
8670 train 3.943685 (lr=1.2025e-04) (hash(x)=159628945)
|
| 1044 |
+
8680 train 3.969216 (lr=1.2019e-04) (hash(x)=143161532)
|
| 1045 |
+
8690 train 3.996668 (lr=1.2014e-04) (hash(x)=140104912)
|
| 1046 |
+
8700 val loss 3.9892
|
| 1047 |
+
8700 val perplexity 54.0134
|
| 1048 |
+
8700 train 4.183076 (lr=1.2010e-04) (hash(x)=146417632)
|
| 1049 |
+
8710 train 4.152717 (lr=1.2006e-04) (hash(x)=153671695)
|
| 1050 |
+
8720 train 4.026559 (lr=1.2004e-04) (hash(x)=141680750)
|
| 1051 |
+
8730 train 3.901224 (lr=1.2002e-04) (hash(x)=147279231)
|
| 1052 |
+
8740 train 4.190104 (lr=1.2000e-04) (hash(x)=129729371)
|
| 1053 |
+
8749 val loss 3.9890
|
| 1054 |
+
8749 val perplexity 53.9984
|
lr12e-4_total_batch_size61440_baseline_seed1339/model_08749.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6226384f5a6557247a0269adfb7fdd188d30c6c5b71ca916bc6c757ee70b7530
|
| 3 |
+
size 92843394
|
lr12e-4_total_batch_size61440_baseline_seed1339/optimizer_08749.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ba9c4cff582a9d0ec78eca5095c00c68fa102c6e4412f8a75881395717dc0c93
|
| 3 |
+
size 179406214
|