Upload folder using huggingface_hub
Browse files- lr9e-4_total_batch_size61440_baseline_seed1339/args.json +1 -0
- lr9e-4_total_batch_size61440_baseline_seed1339/dataloader_08749.pt +3 -0
- lr9e-4_total_batch_size61440_baseline_seed1339/log2.txt +1054 -0
- lr9e-4_total_batch_size61440_baseline_seed1339/model_08749.pt +3 -0
- lr9e-4_total_batch_size61440_baseline_seed1339/optimizer_08749.pt +3 -0
lr9e-4_total_batch_size61440_baseline_seed1339/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_11/lr9e-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": 0.0009, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "9e-4_61440", "n_embd": 256}
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lr9e-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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lr9e-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=1.8000e-06) (hash(x)=150724848)
|
| 5 |
+
10 train 10.204916 (lr=1.9800e-05) (hash(x)=149663361)
|
| 6 |
+
20 train 9.795771 (lr=3.7800e-05) (hash(x)=153483789)
|
| 7 |
+
30 train 9.495066 (lr=5.5800e-05) (hash(x)=145733176)
|
| 8 |
+
40 train 8.922192 (lr=7.3800e-05) (hash(x)=145287265)
|
| 9 |
+
50 train 8.440268 (lr=9.1800e-05) (hash(x)=149217061)
|
| 10 |
+
60 train 7.995121 (lr=1.0980e-04) (hash(x)=150157569)
|
| 11 |
+
70 train 7.708392 (lr=1.2780e-04) (hash(x)=140292841)
|
| 12 |
+
80 train 7.690462 (lr=1.4580e-04) (hash(x)=152157598)
|
| 13 |
+
90 train 7.511661 (lr=1.6380e-04) (hash(x)=149756968)
|
| 14 |
+
100 val loss 7.4851
|
| 15 |
+
100 val perplexity 1781.2697
|
| 16 |
+
100 train 7.441054 (lr=1.8180e-04) (hash(x)=149910534)
|
| 17 |
+
110 train 7.357661 (lr=1.9980e-04) (hash(x)=159020328)
|
| 18 |
+
120 train 7.287286 (lr=2.1780e-04) (hash(x)=150731273)
|
| 19 |
+
130 train 7.100514 (lr=2.3580e-04) (hash(x)=156727355)
|
| 20 |
+
140 train 7.115923 (lr=2.5380e-04) (hash(x)=166473281)
|
| 21 |
+
150 train 6.809099 (lr=2.7180e-04) (hash(x)=142185643)
|
| 22 |
+
160 train 6.808213 (lr=2.8980e-04) (hash(x)=151371145)
|
| 23 |
+
170 train 6.844340 (lr=3.0780e-04) (hash(x)=151601659)
|
| 24 |
+
180 train 6.667512 (lr=3.2580e-04) (hash(x)=153368917)
|
| 25 |
+
190 train 6.586907 (lr=3.4380e-04) (hash(x)=145008196)
|
| 26 |
+
200 val loss 6.6496
|
| 27 |
+
200 val perplexity 772.4930
|
| 28 |
+
200 train 6.541251 (lr=3.6180e-04) (hash(x)=148123706)
|
| 29 |
+
210 train 6.427405 (lr=3.7980e-04) (hash(x)=145714762)
|
| 30 |
+
220 train 6.432698 (lr=3.9780e-04) (hash(x)=150622583)
|
| 31 |
+
230 train 6.203651 (lr=4.1580e-04) (hash(x)=146512648)
|
| 32 |
+
240 train 6.253048 (lr=4.3380e-04) (hash(x)=151535384)
|
| 33 |
+
250 train 6.194899 (lr=4.5180e-04) (hash(x)=149952383)
|
| 34 |
+
260 train 6.082754 (lr=4.6980e-04) (hash(x)=148726088)
|
| 35 |
+
270 train 6.055576 (lr=4.8780e-04) (hash(x)=152776695)
|
| 36 |
+
280 train 6.081209 (lr=5.0580e-04) (hash(x)=157260375)
|
| 37 |
+
290 train 6.130800 (lr=5.2380e-04) (hash(x)=151559106)
|
| 38 |
+
300 val loss 6.1934
|
| 39 |
+
300 val perplexity 489.5092
|
| 40 |
+
300 train 5.922919 (lr=5.4180e-04) (hash(x)=146678221)
|
| 41 |
+
310 train 6.013123 (lr=5.5980e-04) (hash(x)=156713527)
|
| 42 |
+
320 train 6.073313 (lr=5.7780e-04) (hash(x)=144947971)
|
| 43 |
+
330 train 6.245952 (lr=5.9580e-04) (hash(x)=158684944)
|
| 44 |
+
340 train 6.126135 (lr=6.1380e-04) (hash(x)=162318756)
|
| 45 |
+
350 train 5.917670 (lr=6.3180e-04) (hash(x)=156180736)
|
| 46 |
+
360 train 6.096029 (lr=6.4980e-04) (hash(x)=178373797)
|
| 47 |
+
370 train 5.995826 (lr=6.6780e-04) (hash(x)=154389449)
|
| 48 |
+
380 train 5.830288 (lr=6.8580e-04) (hash(x)=150369080)
|
| 49 |
+
390 train 5.965586 (lr=7.0380e-04) (hash(x)=159840654)
|
| 50 |
+
400 val loss 5.8562
|
| 51 |
+
400 val perplexity 349.4003
|
| 52 |
+
400 train 5.773590 (lr=7.2180e-04) (hash(x)=151700982)
|
| 53 |
+
410 train 5.745438 (lr=7.3980e-04) (hash(x)=160467274)
|
| 54 |
+
420 train 5.653216 (lr=7.5780e-04) (hash(x)=148930522)
|
| 55 |
+
430 train 5.883911 (lr=7.7580e-04) (hash(x)=154565303)
|
| 56 |
+
440 train 5.848239 (lr=7.9380e-04) (hash(x)=148079227)
|
| 57 |
+
450 train 5.577741 (lr=8.1180e-04) (hash(x)=147288467)
|
| 58 |
+
460 train 5.608313 (lr=8.2980e-04) (hash(x)=145272617)
|
| 59 |
+
470 train 5.612686 (lr=8.4780e-04) (hash(x)=123126729)
|
| 60 |
+
480 train 5.566161 (lr=8.6580e-04) (hash(x)=156287490)
|
| 61 |
+
490 train 5.705488 (lr=8.8380e-04) (hash(x)=161700145)
|
| 62 |
+
500 val loss 5.6111
|
| 63 |
+
500 val perplexity 273.4426
|
| 64 |
+
500 train 5.727526 (lr=9.0000e-04) (hash(x)=156182087)
|
| 65 |
+
510 train 5.331793 (lr=9.0000e-04) (hash(x)=131674504)
|
| 66 |
+
520 train 5.638835 (lr=8.9999e-04) (hash(x)=162758254)
|
| 67 |
+
530 train 5.455791 (lr=8.9997e-04) (hash(x)=133510409)
|
| 68 |
+
540 train 5.450193 (lr=8.9995e-04) (hash(x)=157363914)
|
| 69 |
+
550 train 5.389903 (lr=8.9993e-04) (hash(x)=147861550)
|
| 70 |
+
560 train 5.332451 (lr=8.9989e-04) (hash(x)=149449280)
|
| 71 |
+
570 train 5.348060 (lr=8.9986e-04) (hash(x)=143899904)
|
| 72 |
+
580 train 5.309756 (lr=8.9981e-04) (hash(x)=149266312)
|
| 73 |
+
590 train 5.538180 (lr=8.9976e-04) (hash(x)=164352774)
|
| 74 |
+
600 val loss 5.4445
|
| 75 |
+
600 val perplexity 231.4861
|
| 76 |
+
600 train 5.312519 (lr=8.9971e-04) (hash(x)=149318660)
|
| 77 |
+
610 train 5.209450 (lr=8.9964e-04) (hash(x)=146101781)
|
| 78 |
+
620 train 5.169048 (lr=8.9958e-04) (hash(x)=137184623)
|
| 79 |
+
630 train 5.046579 (lr=8.9950e-04) (hash(x)=145791873)
|
| 80 |
+
640 train 5.069399 (lr=8.9942e-04) (hash(x)=143999212)
|
| 81 |
+
650 train 5.181959 (lr=8.9934e-04) (hash(x)=151631103)
|
| 82 |
+
660 train 4.942088 (lr=8.9925e-04) (hash(x)=138360108)
|
| 83 |
+
670 train 5.328443 (lr=8.9915e-04) (hash(x)=156637679)
|
| 84 |
+
680 train 4.971367 (lr=8.9905e-04) (hash(x)=143752601)
|
| 85 |
+
690 train 5.110377 (lr=8.9894e-04) (hash(x)=158368903)
|
| 86 |
+
700 val loss 5.3221
|
| 87 |
+
700 val perplexity 204.8193
|
| 88 |
+
700 train 5.312403 (lr=8.9883e-04) (hash(x)=150482428)
|
| 89 |
+
710 train 5.279535 (lr=8.9871e-04) (hash(x)=158085060)
|
| 90 |
+
720 train 5.338670 (lr=8.9858e-04) (hash(x)=159461069)
|
| 91 |
+
730 train 5.189444 (lr=8.9845e-04) (hash(x)=148795562)
|
| 92 |
+
740 train 5.196690 (lr=8.9831e-04) (hash(x)=149967984)
|
| 93 |
+
750 train 5.179222 (lr=8.9817e-04) (hash(x)=144458617)
|
| 94 |
+
760 train 5.217418 (lr=8.9802e-04) (hash(x)=155106202)
|
| 95 |
+
770 train 5.007403 (lr=8.9786e-04) (hash(x)=144506191)
|
| 96 |
+
780 train 5.163235 (lr=8.9770e-04) (hash(x)=155825158)
|
| 97 |
+
790 train 5.210736 (lr=8.9753e-04) (hash(x)=158835381)
|
| 98 |
+
800 val loss 5.1603
|
| 99 |
+
800 val perplexity 174.2232
|
| 100 |
+
800 train 5.109372 (lr=8.9736e-04) (hash(x)=143268605)
|
| 101 |
+
810 train 5.036896 (lr=8.9718e-04) (hash(x)=139072755)
|
| 102 |
+
820 train 5.163919 (lr=8.9700e-04) (hash(x)=179384792)
|
| 103 |
+
830 train 4.950008 (lr=8.9681e-04) (hash(x)=151086962)
|
| 104 |
+
840 train 5.573259 (lr=8.9661e-04) (hash(x)=142711393)
|
| 105 |
+
850 train 5.041679 (lr=8.9641e-04) (hash(x)=150817011)
|
| 106 |
+
860 train 4.986570 (lr=8.9620e-04) (hash(x)=138495801)
|
| 107 |
+
870 train 5.015603 (lr=8.9599e-04) (hash(x)=155474016)
|
| 108 |
+
880 train 5.028063 (lr=8.9577e-04) (hash(x)=151951501)
|
| 109 |
+
890 train 4.895245 (lr=8.9554e-04) (hash(x)=143699524)
|
| 110 |
+
900 val loss 5.0475
|
| 111 |
+
900 val perplexity 155.6355
|
| 112 |
+
900 train 5.038856 (lr=8.9531e-04) (hash(x)=152322423)
|
| 113 |
+
910 train 4.989079 (lr=8.9507e-04) (hash(x)=151010509)
|
| 114 |
+
920 train 4.773036 (lr=8.9483e-04) (hash(x)=148720342)
|
| 115 |
+
930 train 4.745556 (lr=8.9458e-04) (hash(x)=125869480)
|
| 116 |
+
940 train 4.980884 (lr=8.9433e-04) (hash(x)=150349503)
|
| 117 |
+
950 train 4.753446 (lr=8.9407e-04) (hash(x)=143574126)
|
| 118 |
+
960 train 4.948604 (lr=8.9380e-04) (hash(x)=146292562)
|
| 119 |
+
970 train 4.895460 (lr=8.9353e-04) (hash(x)=162256596)
|
| 120 |
+
980 train 4.834550 (lr=8.9325e-04) (hash(x)=137640259)
|
| 121 |
+
990 train 4.697695 (lr=8.9297e-04) (hash(x)=141767794)
|
| 122 |
+
1000 val loss 4.9724
|
| 123 |
+
1000 val perplexity 144.3767
|
| 124 |
+
1000 train 4.919951 (lr=8.9268e-04) (hash(x)=147904298)
|
| 125 |
+
1010 train 4.825657 (lr=8.9239e-04) (hash(x)=162239186)
|
| 126 |
+
1020 train 4.597697 (lr=8.9209e-04) (hash(x)=140706537)
|
| 127 |
+
1030 train 4.730639 (lr=8.9178e-04) (hash(x)=155556720)
|
| 128 |
+
1040 train 4.608821 (lr=8.9147e-04) (hash(x)=144746445)
|
| 129 |
+
1050 train 4.688078 (lr=8.9115e-04) (hash(x)=144719400)
|
| 130 |
+
1060 train 4.517729 (lr=8.9083e-04) (hash(x)=153065665)
|
| 131 |
+
1070 train 4.650485 (lr=8.9050e-04) (hash(x)=136468722)
|
| 132 |
+
1080 train 4.629011 (lr=8.9016e-04) (hash(x)=157674756)
|
| 133 |
+
1090 train 4.812330 (lr=8.8982e-04) (hash(x)=155882884)
|
| 134 |
+
1100 val loss 4.8762
|
| 135 |
+
1100 val perplexity 131.1353
|
| 136 |
+
1100 train 5.090960 (lr=8.8947e-04) (hash(x)=154343147)
|
| 137 |
+
1110 train 4.888655 (lr=8.8912e-04) (hash(x)=158582939)
|
| 138 |
+
1120 train 4.684005 (lr=8.8876e-04) (hash(x)=162479784)
|
| 139 |
+
1130 train 4.874101 (lr=8.8840e-04) (hash(x)=155704345)
|
| 140 |
+
1140 train 4.762642 (lr=8.8803e-04) (hash(x)=146934299)
|
| 141 |
+
1150 train 4.710603 (lr=8.8766e-04) (hash(x)=154372635)
|
| 142 |
+
1160 train 4.706114 (lr=8.8728e-04) (hash(x)=145536832)
|
| 143 |
+
1170 train 4.994603 (lr=8.8689e-04) (hash(x)=158785901)
|
| 144 |
+
1180 train 4.772057 (lr=8.8650e-04) (hash(x)=158271614)
|
| 145 |
+
1190 train 4.826585 (lr=8.8610e-04) (hash(x)=157365589)
|
| 146 |
+
1200 val loss 4.7937
|
| 147 |
+
1200 val perplexity 120.7470
|
| 148 |
+
1200 train 4.861231 (lr=8.8570e-04) (hash(x)=141843115)
|
| 149 |
+
1210 train 4.747582 (lr=8.8529e-04) (hash(x)=146807973)
|
| 150 |
+
1220 train 4.728007 (lr=8.8487e-04) (hash(x)=144149947)
|
| 151 |
+
1230 train 4.653369 (lr=8.8445e-04) (hash(x)=147869063)
|
| 152 |
+
1240 train 4.749627 (lr=8.8403e-04) (hash(x)=152217389)
|
| 153 |
+
1250 train 4.746050 (lr=8.8359e-04) (hash(x)=149417679)
|
| 154 |
+
1260 train 4.762004 (lr=8.8316e-04) (hash(x)=144029489)
|
| 155 |
+
1270 train 4.889368 (lr=8.8271e-04) (hash(x)=154328303)
|
| 156 |
+
1280 train 4.742177 (lr=8.8227e-04) (hash(x)=151625838)
|
| 157 |
+
1290 train 4.603739 (lr=8.8181e-04) (hash(x)=140270541)
|
| 158 |
+
1300 val loss 4.7307
|
| 159 |
+
1300 val perplexity 113.3729
|
| 160 |
+
1300 train 4.658215 (lr=8.8135e-04) (hash(x)=145279030)
|
| 161 |
+
1310 train 4.693948 (lr=8.8089e-04) (hash(x)=140279630)
|
| 162 |
+
1320 train 4.423915 (lr=8.8042e-04) (hash(x)=133642994)
|
| 163 |
+
1330 train 4.589620 (lr=8.7994e-04) (hash(x)=146634776)
|
| 164 |
+
1340 train 4.691142 (lr=8.7946e-04) (hash(x)=155919973)
|
| 165 |
+
1350 train 4.726771 (lr=8.7897e-04) (hash(x)=146363911)
|
| 166 |
+
1360 train 4.595160 (lr=8.7848e-04) (hash(x)=150613636)
|
| 167 |
+
1370 train 4.591089 (lr=8.7798e-04) (hash(x)=148536643)
|
| 168 |
+
1380 train 4.594179 (lr=8.7747e-04) (hash(x)=152803906)
|
| 169 |
+
1390 train 4.531226 (lr=8.7696e-04) (hash(x)=150383305)
|
| 170 |
+
1400 val loss 4.7173
|
| 171 |
+
1400 val perplexity 111.8608
|
| 172 |
+
1400 train 4.618720 (lr=8.7645e-04) (hash(x)=152507639)
|
| 173 |
+
1410 train 4.378652 (lr=8.7593e-04) (hash(x)=161841408)
|
| 174 |
+
1420 train 4.494325 (lr=8.7540e-04) (hash(x)=167824828)
|
| 175 |
+
1430 train 4.455928 (lr=8.7487e-04) (hash(x)=147696374)
|
| 176 |
+
1440 train 4.409888 (lr=8.7433e-04) (hash(x)=150085494)
|
| 177 |
+
1450 train 4.364134 (lr=8.7379e-04) (hash(x)=139296191)
|
| 178 |
+
1460 train 4.288249 (lr=8.7324e-04) (hash(x)=142956546)
|
| 179 |
+
1470 train 4.356631 (lr=8.7268e-04) (hash(x)=155908628)
|
| 180 |
+
1480 train 4.341864 (lr=8.7212e-04) (hash(x)=150893345)
|
| 181 |
+
1490 train 4.367283 (lr=8.7156e-04) (hash(x)=143548902)
|
| 182 |
+
1500 val loss 4.6592
|
| 183 |
+
1500 val perplexity 105.5471
|
| 184 |
+
1500 train 4.619555 (lr=8.7099e-04) (hash(x)=148473774)
|
| 185 |
+
1510 train 4.689001 (lr=8.7041e-04) (hash(x)=161631000)
|
| 186 |
+
1520 train 4.619362 (lr=8.6983e-04) (hash(x)=166217855)
|
| 187 |
+
1530 train 4.577283 (lr=8.6924e-04) (hash(x)=149440046)
|
| 188 |
+
1540 train 4.521316 (lr=8.6865e-04) (hash(x)=155013278)
|
| 189 |
+
1550 train 4.559105 (lr=8.6806e-04) (hash(x)=154130527)
|
| 190 |
+
1560 train 4.582282 (lr=8.6745e-04) (hash(x)=152138735)
|
| 191 |
+
1570 train 4.494455 (lr=8.6684e-04) (hash(x)=148128305)
|
| 192 |
+
1580 train 4.632482 (lr=8.6623e-04) (hash(x)=157176546)
|
| 193 |
+
1590 train 4.742635 (lr=8.6561e-04) (hash(x)=152935467)
|
| 194 |
+
1600 val loss 4.5824
|
| 195 |
+
1600 val perplexity 97.7482
|
| 196 |
+
1600 train 4.558242 (lr=8.6499e-04) (hash(x)=151117002)
|
| 197 |
+
1610 train 4.551423 (lr=8.6436e-04) (hash(x)=149883384)
|
| 198 |
+
1620 train 4.603119 (lr=8.6372e-04) (hash(x)=145015354)
|
| 199 |
+
1630 train 4.526357 (lr=8.6308e-04) (hash(x)=146717645)
|
| 200 |
+
1640 train 4.738586 (lr=8.6243e-04) (hash(x)=156372727)
|
| 201 |
+
1650 train 4.648260 (lr=8.6178e-04) (hash(x)=140261555)
|
| 202 |
+
1660 train 4.473122 (lr=8.6113e-04) (hash(x)=150088650)
|
| 203 |
+
1670 train 4.396767 (lr=8.6046e-04) (hash(x)=135943513)
|
| 204 |
+
1680 train 4.625249 (lr=8.5980e-04) (hash(x)=153529653)
|
| 205 |
+
1690 train 4.679654 (lr=8.5912e-04) (hash(x)=148930360)
|
| 206 |
+
1700 val loss 4.5921
|
| 207 |
+
1700 val perplexity 98.7051
|
| 208 |
+
1700 train 4.570681 (lr=8.5845e-04) (hash(x)=138011335)
|
| 209 |
+
1710 train 4.526221 (lr=8.5776e-04) (hash(x)=141383599)
|
| 210 |
+
1720 train 4.704248 (lr=8.5707e-04) (hash(x)=161449652)
|
| 211 |
+
1730 train 4.493217 (lr=8.5638e-04) (hash(x)=153923561)
|
| 212 |
+
1740 train 4.432128 (lr=8.5568e-04) (hash(x)=146043253)
|
| 213 |
+
1750 train 4.469324 (lr=8.5498e-04) (hash(x)=155720883)
|
| 214 |
+
1760 train 4.450272 (lr=8.5427e-04) (hash(x)=148222148)
|
| 215 |
+
1770 train 4.511732 (lr=8.5355e-04) (hash(x)=155712380)
|
| 216 |
+
1780 train 4.403421 (lr=8.5283e-04) (hash(x)=149767859)
|
| 217 |
+
1790 train 4.638729 (lr=8.5211e-04) (hash(x)=167214230)
|
| 218 |
+
1800 val loss 4.5529
|
| 219 |
+
1800 val perplexity 94.9042
|
| 220 |
+
1800 train 4.527927 (lr=8.5138e-04) (hash(x)=171180926)
|
| 221 |
+
1810 train 4.543214 (lr=8.5064e-04) (hash(x)=162375834)
|
| 222 |
+
1820 train 4.660954 (lr=8.4990e-04) (hash(x)=151495752)
|
| 223 |
+
1830 train 4.562450 (lr=8.4916e-04) (hash(x)=146532257)
|
| 224 |
+
1840 train 4.645109 (lr=8.4841e-04) (hash(x)=145694434)
|
| 225 |
+
1850 train 4.533226 (lr=8.4765e-04) (hash(x)=144823488)
|
| 226 |
+
1860 train 4.635515 (lr=8.4689e-04) (hash(x)=149836286)
|
| 227 |
+
1870 train 4.599837 (lr=8.4613e-04) (hash(x)=143935049)
|
| 228 |
+
1880 train 4.629204 (lr=8.4535e-04) (hash(x)=151786371)
|
| 229 |
+
1890 train 4.522903 (lr=8.4458e-04) (hash(x)=152892567)
|
| 230 |
+
1900 val loss 4.5096
|
| 231 |
+
1900 val perplexity 90.8879
|
| 232 |
+
1900 train 4.555480 (lr=8.4380e-04) (hash(x)=141769419)
|
| 233 |
+
1910 train 4.580752 (lr=8.4301e-04) (hash(x)=156914416)
|
| 234 |
+
1920 train 4.429949 (lr=8.4222e-04) (hash(x)=151573900)
|
| 235 |
+
1930 train 4.527961 (lr=8.4142e-04) (hash(x)=145121701)
|
| 236 |
+
1940 train 4.468036 (lr=8.4062e-04) (hash(x)=150896348)
|
| 237 |
+
1950 train 4.578573 (lr=8.3981e-04) (hash(x)=168797189)
|
| 238 |
+
1960 train 4.457661 (lr=8.3900e-04) (hash(x)=146711430)
|
| 239 |
+
1970 train 4.309088 (lr=8.3819e-04) (hash(x)=152180946)
|
| 240 |
+
1980 train 4.432861 (lr=8.3737e-04) (hash(x)=155542268)
|
| 241 |
+
1990 train 4.397873 (lr=8.3654e-04) (hash(x)=144668660)
|
| 242 |
+
2000 val loss 4.4753
|
| 243 |
+
2000 val perplexity 87.8243
|
| 244 |
+
2000 train 4.462196 (lr=8.3571e-04) (hash(x)=151963443)
|
| 245 |
+
2010 train 4.459739 (lr=8.3487e-04) (hash(x)=150810352)
|
| 246 |
+
2020 train 4.465093 (lr=8.3403e-04) (hash(x)=157539832)
|
| 247 |
+
2030 train 4.682232 (lr=8.3318e-04) (hash(x)=137858786)
|
| 248 |
+
2040 train 4.418502 (lr=8.3233e-04) (hash(x)=154270900)
|
| 249 |
+
2050 train 4.279358 (lr=8.3148e-04) (hash(x)=156252579)
|
| 250 |
+
2060 train 4.214097 (lr=8.3062e-04) (hash(x)=143285549)
|
| 251 |
+
2070 train 4.421713 (lr=8.2975e-04) (hash(x)=150542438)
|
| 252 |
+
2080 train 4.337128 (lr=8.2888e-04) (hash(x)=146290330)
|
| 253 |
+
2090 train 4.434236 (lr=8.2800e-04) (hash(x)=146486756)
|
| 254 |
+
2100 val loss 4.5066
|
| 255 |
+
2100 val perplexity 90.6161
|
| 256 |
+
2100 train 4.434471 (lr=8.2712e-04) (hash(x)=162947470)
|
| 257 |
+
2110 train 4.341206 (lr=8.2624e-04) (hash(x)=150305391)
|
| 258 |
+
2120 train 4.503350 (lr=8.2535e-04) (hash(x)=156452783)
|
| 259 |
+
2130 train 4.470096 (lr=8.2446e-04) (hash(x)=167481875)
|
| 260 |
+
2140 train 4.452669 (lr=8.2356e-04) (hash(x)=141782256)
|
| 261 |
+
2150 train 4.480330 (lr=8.2265e-04) (hash(x)=145035419)
|
| 262 |
+
2160 train 4.530692 (lr=8.2174e-04) (hash(x)=142000400)
|
| 263 |
+
2170 train 4.509083 (lr=8.2083e-04) (hash(x)=144229380)
|
| 264 |
+
2180 train 4.534692 (lr=8.1991e-04) (hash(x)=166204176)
|
| 265 |
+
2190 train 4.456527 (lr=8.1899e-04) (hash(x)=150712057)
|
| 266 |
+
2200 val loss 4.4365
|
| 267 |
+
2200 val perplexity 84.4746
|
| 268 |
+
2200 train 4.352433 (lr=8.1806e-04) (hash(x)=154954810)
|
| 269 |
+
2210 train 4.553628 (lr=8.1713e-04) (hash(x)=155668760)
|
| 270 |
+
2220 train 4.385908 (lr=8.1619e-04) (hash(x)=144834708)
|
| 271 |
+
2230 train 4.380559 (lr=8.1525e-04) (hash(x)=159744566)
|
| 272 |
+
2240 train 4.336640 (lr=8.1430e-04) (hash(x)=158543377)
|
| 273 |
+
2250 train 4.350257 (lr=8.1335e-04) (hash(x)=151004281)
|
| 274 |
+
2260 train 4.452587 (lr=8.1240e-04) (hash(x)=151242482)
|
| 275 |
+
2270 train 4.398960 (lr=8.1144e-04) (hash(x)=152056559)
|
| 276 |
+
2280 train 4.335979 (lr=8.1047e-04) (hash(x)=148864076)
|
| 277 |
+
2290 train 4.459187 (lr=8.0950e-04) (hash(x)=144294586)
|
| 278 |
+
2300 val loss 4.4308
|
| 279 |
+
2300 val perplexity 83.9959
|
| 280 |
+
2300 train 4.364259 (lr=8.0853e-04) (hash(x)=151878111)
|
| 281 |
+
2310 train 4.369933 (lr=8.0755e-04) (hash(x)=154139457)
|
| 282 |
+
2320 train 4.308999 (lr=8.0657e-04) (hash(x)=155571592)
|
| 283 |
+
2330 train 4.352278 (lr=8.0558e-04) (hash(x)=154823764)
|
| 284 |
+
2340 train 4.394814 (lr=8.0459e-04) (hash(x)=153252177)
|
| 285 |
+
2350 train 4.336636 (lr=8.0359e-04) (hash(x)=136051830)
|
| 286 |
+
2360 train 4.380573 (lr=8.0259e-04) (hash(x)=153814175)
|
| 287 |
+
2370 train 4.370546 (lr=8.0158e-04) (hash(x)=146391078)
|
| 288 |
+
2380 train 4.340682 (lr=8.0057e-04) (hash(x)=150782698)
|
| 289 |
+
2390 train 4.416305 (lr=7.9956e-04) (hash(x)=142752256)
|
| 290 |
+
2400 val loss 4.4386
|
| 291 |
+
2400 val perplexity 84.6603
|
| 292 |
+
2400 train 4.318916 (lr=7.9854e-04) (hash(x)=158661057)
|
| 293 |
+
2410 train 4.388486 (lr=7.9752e-04) (hash(x)=153611303)
|
| 294 |
+
2420 train 4.565928 (lr=7.9649e-04) (hash(x)=159508684)
|
| 295 |
+
2430 train 4.356451 (lr=7.9546e-04) (hash(x)=149501192)
|
| 296 |
+
2440 train 4.024657 (lr=7.9442e-04) (hash(x)=181177177)
|
| 297 |
+
2450 train 4.493620 (lr=7.9338e-04) (hash(x)=163664732)
|
| 298 |
+
2460 train 4.178998 (lr=7.9234e-04) (hash(x)=194527955)
|
| 299 |
+
2470 train 4.403702 (lr=7.9129e-04) (hash(x)=158088521)
|
| 300 |
+
2480 train 4.361881 (lr=7.9023e-04) (hash(x)=152865678)
|
| 301 |
+
2490 train 4.340837 (lr=7.8917e-04) (hash(x)=165703871)
|
| 302 |
+
2500 val loss 4.3824
|
| 303 |
+
2500 val perplexity 80.0297
|
| 304 |
+
2500 train 4.429049 (lr=7.8811e-04) (hash(x)=150925584)
|
| 305 |
+
2510 train 4.337191 (lr=7.8705e-04) (hash(x)=144406177)
|
| 306 |
+
2520 train 4.233067 (lr=7.8598e-04) (hash(x)=120133043)
|
| 307 |
+
2530 train 4.418875 (lr=7.8490e-04) (hash(x)=167900247)
|
| 308 |
+
2540 train 4.319124 (lr=7.8382e-04) (hash(x)=162599203)
|
| 309 |
+
2550 train 4.382001 (lr=7.8274e-04) (hash(x)=149328180)
|
| 310 |
+
2560 train 4.273485 (lr=7.8165e-04) (hash(x)=150049968)
|
| 311 |
+
2570 train 4.414562 (lr=7.8056e-04) (hash(x)=162876159)
|
| 312 |
+
2580 train 4.236141 (lr=7.7946e-04) (hash(x)=148260649)
|
| 313 |
+
2590 train 4.377519 (lr=7.7836e-04) (hash(x)=148998018)
|
| 314 |
+
2600 val loss 4.3753
|
| 315 |
+
2600 val perplexity 79.4598
|
| 316 |
+
2600 train 4.291930 (lr=7.7726e-04) (hash(x)=144515755)
|
| 317 |
+
2610 train 4.409541 (lr=7.7615e-04) (hash(x)=154455224)
|
| 318 |
+
2620 train 4.205801 (lr=7.7504e-04) (hash(x)=142920048)
|
| 319 |
+
2630 train 4.373425 (lr=7.7392e-04) (hash(x)=143931236)
|
| 320 |
+
2640 train 4.224348 (lr=7.7280e-04) (hash(x)=150983323)
|
| 321 |
+
2650 train 4.315905 (lr=7.7168e-04) (hash(x)=139360405)
|
| 322 |
+
2660 train 4.232763 (lr=7.7055e-04) (hash(x)=148850470)
|
| 323 |
+
2670 train 4.489038 (lr=7.6942e-04) (hash(x)=149929606)
|
| 324 |
+
2680 train 4.462453 (lr=7.6828e-04) (hash(x)=151673000)
|
| 325 |
+
2690 train 4.329906 (lr=7.6714e-04) (hash(x)=140631266)
|
| 326 |
+
2700 val loss 4.3733
|
| 327 |
+
2700 val perplexity 79.3023
|
| 328 |
+
2700 train 4.309478 (lr=7.6600e-04) (hash(x)=153109144)
|
| 329 |
+
2710 train 4.193210 (lr=7.6485e-04) (hash(x)=135332836)
|
| 330 |
+
2720 train 4.545353 (lr=7.6370e-04) (hash(x)=131611182)
|
| 331 |
+
2730 train 4.371665 (lr=7.6254e-04) (hash(x)=142909388)
|
| 332 |
+
2740 train 4.415164 (lr=7.6138e-04) (hash(x)=145593419)
|
| 333 |
+
2750 train 4.311321 (lr=7.6022e-04) (hash(x)=158225769)
|
| 334 |
+
2760 train 4.277250 (lr=7.5905e-04) (hash(x)=170509938)
|
| 335 |
+
2770 train 4.294447 (lr=7.5788e-04) (hash(x)=150785805)
|
| 336 |
+
2780 train 4.240649 (lr=7.5670e-04) (hash(x)=167281736)
|
| 337 |
+
2790 train 4.422886 (lr=7.5553e-04) (hash(x)=161660187)
|
| 338 |
+
2800 val loss 4.3436
|
| 339 |
+
2800 val perplexity 76.9851
|
| 340 |
+
2800 train 4.386814 (lr=7.5434e-04) (hash(x)=151152897)
|
| 341 |
+
2810 train 4.338774 (lr=7.5316e-04) (hash(x)=143172067)
|
| 342 |
+
2820 train 4.352896 (lr=7.5197e-04) (hash(x)=141569169)
|
| 343 |
+
2830 train 4.231173 (lr=7.5077e-04) (hash(x)=159709681)
|
| 344 |
+
2840 train 4.294721 (lr=7.4958e-04) (hash(x)=162552294)
|
| 345 |
+
2850 train 4.421988 (lr=7.4837e-04) (hash(x)=146762690)
|
| 346 |
+
2860 train 4.286278 (lr=7.4717e-04) (hash(x)=145729422)
|
| 347 |
+
2870 train 4.366582 (lr=7.4596e-04) (hash(x)=144360628)
|
| 348 |
+
2880 train 4.179487 (lr=7.4475e-04) (hash(x)=147737098)
|
| 349 |
+
2890 train 4.281993 (lr=7.4353e-04) (hash(x)=146849057)
|
| 350 |
+
2900 val loss 4.3275
|
| 351 |
+
2900 val perplexity 75.7511
|
| 352 |
+
2900 train 4.345192 (lr=7.4231e-04) (hash(x)=145800210)
|
| 353 |
+
2910 train 4.161344 (lr=7.4109e-04) (hash(x)=147316313)
|
| 354 |
+
2920 train 4.205552 (lr=7.3986e-04) (hash(x)=152595415)
|
| 355 |
+
2930 train 4.367274 (lr=7.3863e-04) (hash(x)=156542647)
|
| 356 |
+
2940 train 4.230110 (lr=7.3740e-04) (hash(x)=141183896)
|
| 357 |
+
2950 train 4.323563 (lr=7.3616e-04) (hash(x)=156329036)
|
| 358 |
+
2960 train 4.369776 (lr=7.3492e-04) (hash(x)=156717793)
|
| 359 |
+
2970 train 4.228608 (lr=7.3368e-04) (hash(x)=143949931)
|
| 360 |
+
2980 train 4.288156 (lr=7.3243e-04) (hash(x)=155067290)
|
| 361 |
+
2990 train 4.256852 (lr=7.3118e-04) (hash(x)=148774729)
|
| 362 |
+
3000 val loss 4.3428
|
| 363 |
+
3000 val perplexity 76.9229
|
| 364 |
+
3000 train 4.249876 (lr=7.2992e-04) (hash(x)=141997485)
|
| 365 |
+
3010 train 4.219102 (lr=7.2867e-04) (hash(x)=160762953)
|
| 366 |
+
3020 train 4.173010 (lr=7.2740e-04) (hash(x)=170341665)
|
| 367 |
+
3030 train 4.445178 (lr=7.2614e-04) (hash(x)=150722836)
|
| 368 |
+
3040 train 4.242194 (lr=7.2487e-04) (hash(x)=154243307)
|
| 369 |
+
3050 train 4.286341 (lr=7.2360e-04) (hash(x)=146077234)
|
| 370 |
+
3060 train 4.240442 (lr=7.2232e-04) (hash(x)=152125542)
|
| 371 |
+
3070 train 4.419087 (lr=7.2105e-04) (hash(x)=144149387)
|
| 372 |
+
3080 train 4.249272 (lr=7.1977e-04) (hash(x)=147508712)
|
| 373 |
+
3090 train 4.245663 (lr=7.1848e-04) (hash(x)=143583369)
|
| 374 |
+
3100 val loss 4.3003
|
| 375 |
+
3100 val perplexity 73.7203
|
| 376 |
+
3100 train 4.277234 (lr=7.1719e-04) (hash(x)=154049740)
|
| 377 |
+
3110 train 4.333055 (lr=7.1590e-04) (hash(x)=147054835)
|
| 378 |
+
3120 train 4.319838 (lr=7.1461e-04) (hash(x)=152468568)
|
| 379 |
+
3130 train 4.265347 (lr=7.1331e-04) (hash(x)=151635194)
|
| 380 |
+
3140 train 4.225533 (lr=7.1201e-04) (hash(x)=150396274)
|
| 381 |
+
3150 train 4.285470 (lr=7.1071e-04) (hash(x)=141306267)
|
| 382 |
+
3160 train 4.234180 (lr=7.0940e-04) (hash(x)=151110762)
|
| 383 |
+
3170 train 4.314109 (lr=7.0809e-04) (hash(x)=146518875)
|
| 384 |
+
3180 train 4.194045 (lr=7.0678e-04) (hash(x)=139914401)
|
| 385 |
+
3190 train 4.204399 (lr=7.0546e-04) (hash(x)=161631880)
|
| 386 |
+
3200 val loss 4.3113
|
| 387 |
+
3200 val perplexity 74.5376
|
| 388 |
+
3200 train 4.222229 (lr=7.0414e-04) (hash(x)=150471842)
|
| 389 |
+
3210 train 4.287651 (lr=7.0282e-04) (hash(x)=147355138)
|
| 390 |
+
3220 train 4.088198 (lr=7.0149e-04) (hash(x)=138879678)
|
| 391 |
+
3230 train 4.189610 (lr=7.0017e-04) (hash(x)=123929679)
|
| 392 |
+
3240 train 4.255065 (lr=6.9883e-04) (hash(x)=157263734)
|
| 393 |
+
3250 train 4.271533 (lr=6.9750e-04) (hash(x)=148065539)
|
| 394 |
+
3260 train 4.186887 (lr=6.9616e-04) (hash(x)=138020742)
|
| 395 |
+
3270 train 4.052160 (lr=6.9482e-04) (hash(x)=142053611)
|
| 396 |
+
3280 train 4.212872 (lr=6.9348e-04) (hash(x)=155444784)
|
| 397 |
+
3290 train 4.043209 (lr=6.9213e-04) (hash(x)=148500315)
|
| 398 |
+
3300 val loss 4.3045
|
| 399 |
+
3300 val perplexity 74.0292
|
| 400 |
+
3300 train 4.270606 (lr=6.9079e-04) (hash(x)=149048126)
|
| 401 |
+
3310 train 4.218890 (lr=6.8943e-04) (hash(x)=141680674)
|
| 402 |
+
3320 train 4.166906 (lr=6.8808e-04) (hash(x)=143310642)
|
| 403 |
+
3330 train 4.276791 (lr=6.8672e-04) (hash(x)=149891496)
|
| 404 |
+
3340 train 4.224024 (lr=6.8536e-04) (hash(x)=151244609)
|
| 405 |
+
3350 train 4.229612 (lr=6.8400e-04) (hash(x)=157158479)
|
| 406 |
+
3360 train 4.092904 (lr=6.8263e-04) (hash(x)=151709876)
|
| 407 |
+
3370 train 4.243066 (lr=6.8127e-04) (hash(x)=145297090)
|
| 408 |
+
3380 train 4.252618 (lr=6.7990e-04) (hash(x)=154767881)
|
| 409 |
+
3390 train 4.228580 (lr=6.7852e-04) (hash(x)=152600366)
|
| 410 |
+
3400 val loss 4.2821
|
| 411 |
+
3400 val perplexity 72.3948
|
| 412 |
+
3400 train 4.466550 (lr=6.7715e-04) (hash(x)=161261339)
|
| 413 |
+
3410 train 4.223199 (lr=6.7577e-04) (hash(x)=146859162)
|
| 414 |
+
3420 train 4.317304 (lr=6.7439e-04) (hash(x)=149276224)
|
| 415 |
+
3430 train 4.331322 (lr=6.7300e-04) (hash(x)=155866933)
|
| 416 |
+
3440 train 4.200430 (lr=6.7162e-04) (hash(x)=143191904)
|
| 417 |
+
3450 train 4.418372 (lr=6.7023e-04) (hash(x)=156910661)
|
| 418 |
+
3460 train 4.202965 (lr=6.6883e-04) (hash(x)=140850879)
|
| 419 |
+
3470 train 4.429811 (lr=6.6744e-04) (hash(x)=162140445)
|
| 420 |
+
3480 train 4.171480 (lr=6.6604e-04) (hash(x)=145607495)
|
| 421 |
+
3490 train 4.181160 (lr=6.6464e-04) (hash(x)=152496121)
|
| 422 |
+
3500 val loss 4.2736
|
| 423 |
+
3500 val perplexity 71.7818
|
| 424 |
+
3500 train 4.150748 (lr=6.6324e-04) (hash(x)=157495564)
|
| 425 |
+
3510 train 4.271947 (lr=6.6184e-04) (hash(x)=147657004)
|
| 426 |
+
3520 train 4.244320 (lr=6.6043e-04) (hash(x)=152978060)
|
| 427 |
+
3530 train 4.178273 (lr=6.5902e-04) (hash(x)=146800180)
|
| 428 |
+
3540 train 4.258668 (lr=6.5761e-04) (hash(x)=195450444)
|
| 429 |
+
3550 train 4.238681 (lr=6.5620e-04) (hash(x)=151114129)
|
| 430 |
+
3560 train 4.225214 (lr=6.5478e-04) (hash(x)=143833190)
|
| 431 |
+
3570 train 4.026104 (lr=6.5336e-04) (hash(x)=146039971)
|
| 432 |
+
3580 train 4.085391 (lr=6.5194e-04) (hash(x)=145172249)
|
| 433 |
+
3590 train 4.012236 (lr=6.5052e-04) (hash(x)=159164125)
|
| 434 |
+
3600 val loss 4.2737
|
| 435 |
+
3600 val perplexity 71.7832
|
| 436 |
+
3600 train 4.248257 (lr=6.4910e-04) (hash(x)=144352932)
|
| 437 |
+
3610 train 4.221739 (lr=6.4767e-04) (hash(x)=150550670)
|
| 438 |
+
3620 train 4.336320 (lr=6.4624e-04) (hash(x)=147170125)
|
| 439 |
+
3630 train 4.146653 (lr=6.4481e-04) (hash(x)=139473935)
|
| 440 |
+
3640 train 4.134913 (lr=6.4337e-04) (hash(x)=159294424)
|
| 441 |
+
3650 train 4.257586 (lr=6.4194e-04) (hash(x)=145943278)
|
| 442 |
+
3660 train 4.310430 (lr=6.4050e-04) (hash(x)=141647872)
|
| 443 |
+
3670 train 4.290152 (lr=6.3906e-04) (hash(x)=147109351)
|
| 444 |
+
3680 train 4.313116 (lr=6.3762e-04) (hash(x)=140683368)
|
| 445 |
+
3690 train 4.227198 (lr=6.3617e-04) (hash(x)=156276284)
|
| 446 |
+
3700 val loss 4.2591
|
| 447 |
+
3700 val perplexity 70.7495
|
| 448 |
+
3700 train 4.173584 (lr=6.3473e-04) (hash(x)=149389012)
|
| 449 |
+
3710 train 4.301973 (lr=6.3328e-04) (hash(x)=142107929)
|
| 450 |
+
3720 train 4.274008 (lr=6.3183e-04) (hash(x)=147828843)
|
| 451 |
+
3730 train 4.340503 (lr=6.3037e-04) (hash(x)=141784679)
|
| 452 |
+
3740 train 4.235713 (lr=6.2892e-04) (hash(x)=153375464)
|
| 453 |
+
3750 train 4.180956 (lr=6.2746e-04) (hash(x)=153716001)
|
| 454 |
+
3760 train 4.144693 (lr=6.2600e-04) (hash(x)=146848822)
|
| 455 |
+
3770 train 4.105702 (lr=6.2454e-04) (hash(x)=148396782)
|
| 456 |
+
3780 train 4.178063 (lr=6.2308e-04) (hash(x)=153563244)
|
| 457 |
+
3790 train 4.082102 (lr=6.2162e-04) (hash(x)=160808734)
|
| 458 |
+
3800 val loss 4.2489
|
| 459 |
+
3800 val perplexity 70.0277
|
| 460 |
+
3800 train 4.273157 (lr=6.2015e-04) (hash(x)=146607620)
|
| 461 |
+
3810 train 4.241128 (lr=6.1868e-04) (hash(x)=152580677)
|
| 462 |
+
3820 train 4.595507 (lr=6.1721e-04) (hash(x)=144860879)
|
| 463 |
+
3830 train 4.259708 (lr=6.1574e-04) (hash(x)=162099851)
|
| 464 |
+
3840 train 4.221568 (lr=6.1427e-04) (hash(x)=159506855)
|
| 465 |
+
3850 train 4.134172 (lr=6.1280e-04) (hash(x)=140022686)
|
| 466 |
+
3860 train 4.218744 (lr=6.1132e-04) (hash(x)=152137850)
|
| 467 |
+
3870 train 4.331231 (lr=6.0984e-04) (hash(x)=142666785)
|
| 468 |
+
3880 train 4.185106 (lr=6.0836e-04) (hash(x)=148285868)
|
| 469 |
+
3890 train 4.141440 (lr=6.0688e-04) (hash(x)=147910067)
|
| 470 |
+
3900 val loss 4.2478
|
| 471 |
+
3900 val perplexity 69.9536
|
| 472 |
+
3900 train 4.186778 (lr=6.0540e-04) (hash(x)=143754617)
|
| 473 |
+
3910 train 4.175729 (lr=6.0391e-04) (hash(x)=154779949)
|
| 474 |
+
3920 train 4.021096 (lr=6.0243e-04) (hash(x)=137824061)
|
| 475 |
+
3930 train 4.000633 (lr=6.0094e-04) (hash(x)=136933373)
|
| 476 |
+
3940 train 4.072438 (lr=5.9945e-04) (hash(x)=164054337)
|
| 477 |
+
3950 train 4.261671 (lr=5.9796e-04) (hash(x)=155752984)
|
| 478 |
+
3960 train 4.376770 (lr=5.9647e-04) (hash(x)=160957673)
|
| 479 |
+
3970 train 4.247396 (lr=5.9497e-04) (hash(x)=157158690)
|
| 480 |
+
3980 train 4.253230 (lr=5.9348e-04) (hash(x)=153282027)
|
| 481 |
+
3990 train 4.286444 (lr=5.9198e-04) (hash(x)=152183510)
|
| 482 |
+
4000 val loss 4.2230
|
| 483 |
+
4000 val perplexity 68.2362
|
| 484 |
+
4000 train 4.174876 (lr=5.9048e-04) (hash(x)=156930722)
|
| 485 |
+
4010 train 4.165983 (lr=5.8898e-04) (hash(x)=150798740)
|
| 486 |
+
4020 train 4.381364 (lr=5.8748e-04) (hash(x)=142632400)
|
| 487 |
+
4030 train 4.277005 (lr=5.8598e-04) (hash(x)=173326287)
|
| 488 |
+
4040 train 4.182381 (lr=5.8448e-04) (hash(x)=128797443)
|
| 489 |
+
4050 train 4.169764 (lr=5.8297e-04) (hash(x)=146937792)
|
| 490 |
+
4060 train 4.279040 (lr=5.8147e-04) (hash(x)=164579030)
|
| 491 |
+
4070 train 4.145548 (lr=5.7996e-04) (hash(x)=149459820)
|
| 492 |
+
4080 train 4.108044 (lr=5.7845e-04) (hash(x)=160159595)
|
| 493 |
+
4090 train 4.047360 (lr=5.7694e-04) (hash(x)=141507853)
|
| 494 |
+
4100 val loss 4.2211
|
| 495 |
+
4100 val perplexity 68.1098
|
| 496 |
+
4100 train 4.189893 (lr=5.7543e-04) (hash(x)=147500519)
|
| 497 |
+
4110 train 4.172020 (lr=5.7392e-04) (hash(x)=153297081)
|
| 498 |
+
4120 train 4.171496 (lr=5.7240e-04) (hash(x)=142560288)
|
| 499 |
+
4130 train 4.192123 (lr=5.7089e-04) (hash(x)=153380118)
|
| 500 |
+
4140 train 4.091150 (lr=5.6937e-04) (hash(x)=143150720)
|
| 501 |
+
4150 train 4.134495 (lr=5.6786e-04) (hash(x)=143459564)
|
| 502 |
+
4160 train 4.163599 (lr=5.6634e-04) (hash(x)=153955741)
|
| 503 |
+
4170 train 4.277952 (lr=5.6482e-04) (hash(x)=152199253)
|
| 504 |
+
4180 train 4.039390 (lr=5.6330e-04) (hash(x)=165957668)
|
| 505 |
+
4190 train 4.089068 (lr=5.6178e-04) (hash(x)=144866923)
|
| 506 |
+
4200 val loss 4.2285
|
| 507 |
+
4200 val perplexity 68.6133
|
| 508 |
+
4200 train 4.101661 (lr=5.6026e-04) (hash(x)=143232237)
|
| 509 |
+
4210 train 4.017132 (lr=5.5874e-04) (hash(x)=151907163)
|
| 510 |
+
4220 train 4.107684 (lr=5.5721e-04) (hash(x)=145917587)
|
| 511 |
+
4230 train 3.947146 (lr=5.5569e-04) (hash(x)=147258846)
|
| 512 |
+
4240 train 4.101050 (lr=5.5416e-04) (hash(x)=143449843)
|
| 513 |
+
4250 train 4.061218 (lr=5.5264e-04) (hash(x)=184883715)
|
| 514 |
+
4260 train 4.160358 (lr=5.5111e-04) (hash(x)=156958761)
|
| 515 |
+
4270 train 4.225371 (lr=5.4958e-04) (hash(x)=168870544)
|
| 516 |
+
4280 train 4.158155 (lr=5.4805e-04) (hash(x)=179446735)
|
| 517 |
+
4290 train 4.197602 (lr=5.4652e-04) (hash(x)=145649386)
|
| 518 |
+
4300 val loss 4.2114
|
| 519 |
+
4300 val perplexity 67.4537
|
| 520 |
+
4300 train 4.045122 (lr=5.4499e-04) (hash(x)=146811670)
|
| 521 |
+
4310 train 4.315369 (lr=5.4346e-04) (hash(x)=151907075)
|
| 522 |
+
4320 train 4.118766 (lr=5.4193e-04) (hash(x)=138628365)
|
| 523 |
+
4330 train 4.177659 (lr=5.4040e-04) (hash(x)=151608240)
|
| 524 |
+
4340 train 4.108645 (lr=5.3887e-04) (hash(x)=160111319)
|
| 525 |
+
4350 train 4.255198 (lr=5.3733e-04) (hash(x)=144958652)
|
| 526 |
+
4360 train 4.042944 (lr=5.3580e-04) (hash(x)=149176222)
|
| 527 |
+
4370 train 4.137443 (lr=5.3427e-04) (hash(x)=216221371)
|
| 528 |
+
4380 train 4.049479 (lr=5.3273e-04) (hash(x)=141760648)
|
| 529 |
+
4390 train 4.133317 (lr=5.3119e-04) (hash(x)=151710283)
|
| 530 |
+
4400 val loss 4.2010
|
| 531 |
+
4400 val perplexity 66.7534
|
| 532 |
+
4400 train 4.259853 (lr=5.2966e-04) (hash(x)=158418746)
|
| 533 |
+
4410 train 4.111242 (lr=5.2812e-04) (hash(x)=142331301)
|
| 534 |
+
4420 train 4.201407 (lr=5.2658e-04) (hash(x)=146507180)
|
| 535 |
+
4430 train 4.289933 (lr=5.2505e-04) (hash(x)=166506937)
|
| 536 |
+
4440 train 4.231297 (lr=5.2351e-04) (hash(x)=151209447)
|
| 537 |
+
4450 train 4.188719 (lr=5.2197e-04) (hash(x)=149186822)
|
| 538 |
+
4460 train 4.173400 (lr=5.2043e-04) (hash(x)=144348412)
|
| 539 |
+
4470 train 4.060436 (lr=5.1889e-04) (hash(x)=156494284)
|
| 540 |
+
4480 train 4.095069 (lr=5.1735e-04) (hash(x)=147238744)
|
| 541 |
+
4490 train 4.035028 (lr=5.1581e-04) (hash(x)=150746185)
|
| 542 |
+
4500 val loss 4.1935
|
| 543 |
+
4500 val perplexity 66.2554
|
| 544 |
+
4500 train 4.130319 (lr=5.1427e-04) (hash(x)=156695778)
|
| 545 |
+
4510 train 3.974437 (lr=5.1273e-04) (hash(x)=135988958)
|
| 546 |
+
4520 train 4.153279 (lr=5.1119e-04) (hash(x)=148272110)
|
| 547 |
+
4530 train 4.064757 (lr=5.0965e-04) (hash(x)=136459794)
|
| 548 |
+
4540 train 4.100585 (lr=5.0811e-04) (hash(x)=147624954)
|
| 549 |
+
4550 train 4.099239 (lr=5.0657e-04) (hash(x)=154947199)
|
| 550 |
+
4560 train 4.153473 (lr=5.0502e-04) (hash(x)=147869166)
|
| 551 |
+
4570 train 4.011271 (lr=5.0348e-04) (hash(x)=148415463)
|
| 552 |
+
4580 train 4.169740 (lr=5.0194e-04) (hash(x)=152104066)
|
| 553 |
+
4590 train 4.072468 (lr=5.0040e-04) (hash(x)=147060040)
|
| 554 |
+
4600 val loss 4.1919
|
| 555 |
+
4600 val perplexity 66.1451
|
| 556 |
+
4600 train 4.142438 (lr=4.9886e-04) (hash(x)=147791497)
|
| 557 |
+
4610 train 4.341977 (lr=4.9731e-04) (hash(x)=155595556)
|
| 558 |
+
4620 train 4.191512 (lr=4.9577e-04) (hash(x)=147178858)
|
| 559 |
+
4630 train 4.235603 (lr=4.9423e-04) (hash(x)=152617112)
|
| 560 |
+
4640 train 4.235698 (lr=4.9269e-04) (hash(x)=161766869)
|
| 561 |
+
4650 train 4.221074 (lr=4.9114e-04) (hash(x)=158075561)
|
| 562 |
+
4660 train 4.258034 (lr=4.8960e-04) (hash(x)=145360002)
|
| 563 |
+
4670 train 4.139149 (lr=4.8806e-04) (hash(x)=144538791)
|
| 564 |
+
4680 train 4.179411 (lr=4.8652e-04) (hash(x)=142711273)
|
| 565 |
+
4690 train 4.333440 (lr=4.8498e-04) (hash(x)=193907362)
|
| 566 |
+
4700 val loss 4.1719
|
| 567 |
+
4700 val perplexity 64.8355
|
| 568 |
+
4700 train 4.152661 (lr=4.8343e-04) (hash(x)=155533088)
|
| 569 |
+
4710 train 4.099715 (lr=4.8189e-04) (hash(x)=148618528)
|
| 570 |
+
4720 train 4.214475 (lr=4.8035e-04) (hash(x)=150502624)
|
| 571 |
+
4730 train 4.083520 (lr=4.7881e-04) (hash(x)=189205847)
|
| 572 |
+
4740 train 4.134410 (lr=4.7727e-04) (hash(x)=167322800)
|
| 573 |
+
4750 train 4.252748 (lr=4.7573e-04) (hash(x)=162169095)
|
| 574 |
+
4760 train 3.958517 (lr=4.7419e-04) (hash(x)=143459469)
|
| 575 |
+
4770 train 4.034489 (lr=4.7265e-04) (hash(x)=144386593)
|
| 576 |
+
4780 train 4.003113 (lr=4.7111e-04) (hash(x)=143721184)
|
| 577 |
+
4790 train 4.070515 (lr=4.6957e-04) (hash(x)=146077222)
|
| 578 |
+
4800 val loss 4.1752
|
| 579 |
+
4800 val perplexity 65.0499
|
| 580 |
+
4800 train 4.053797 (lr=4.6803e-04) (hash(x)=138350044)
|
| 581 |
+
4810 train 4.053739 (lr=4.6649e-04) (hash(x)=154960112)
|
| 582 |
+
4820 train 3.966036 (lr=4.6495e-04) (hash(x)=146950685)
|
| 583 |
+
4830 train 3.965119 (lr=4.6342e-04) (hash(x)=140224554)
|
| 584 |
+
4840 train 3.959418 (lr=4.6188e-04) (hash(x)=156640495)
|
| 585 |
+
4850 train 4.172421 (lr=4.6034e-04) (hash(x)=153409150)
|
| 586 |
+
4860 train 4.090921 (lr=4.5881e-04) (hash(x)=151647700)
|
| 587 |
+
4870 train 4.493041 (lr=4.5727e-04) (hash(x)=155465603)
|
| 588 |
+
4880 train 4.335605 (lr=4.5573e-04) (hash(x)=153404400)
|
| 589 |
+
4890 train 4.224070 (lr=4.5420e-04) (hash(x)=170409281)
|
| 590 |
+
4900 val loss 4.1615
|
| 591 |
+
4900 val perplexity 64.1691
|
| 592 |
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4900 train 4.078154 (lr=4.5267e-04) (hash(x)=143735284)
|
| 593 |
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4910 train 4.215267 (lr=4.5113e-04) (hash(x)=150784329)
|
| 594 |
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4920 train 4.103313 (lr=4.4960e-04) (hash(x)=152353574)
|
| 595 |
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4930 train 4.055473 (lr=4.4807e-04) (hash(x)=152677008)
|
| 596 |
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4940 train 4.134968 (lr=4.4654e-04) (hash(x)=140553861)
|
| 597 |
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4950 train 4.225443 (lr=4.4501e-04) (hash(x)=152869181)
|
| 598 |
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4960 train 4.176461 (lr=4.4348e-04) (hash(x)=153011079)
|
| 599 |
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4970 train 4.123913 (lr=4.4195e-04) (hash(x)=152796617)
|
| 600 |
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4980 train 4.238431 (lr=4.4042e-04) (hash(x)=146868417)
|
| 601 |
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4990 train 4.127503 (lr=4.3889e-04) (hash(x)=140168188)
|
| 602 |
+
5000 val loss 4.1516
|
| 603 |
+
5000 val perplexity 63.5338
|
| 604 |
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5000 train 4.105338 (lr=4.3736e-04) (hash(x)=154976463)
|
| 605 |
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5010 train 4.161404 (lr=4.3584e-04) (hash(x)=148582690)
|
| 606 |
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5020 train 4.169558 (lr=4.3431e-04) (hash(x)=166715464)
|
| 607 |
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5030 train 4.135546 (lr=4.3279e-04) (hash(x)=150616397)
|
| 608 |
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5040 train 4.185603 (lr=4.3126e-04) (hash(x)=150775548)
|
| 609 |
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5050 train 4.169393 (lr=4.2974e-04) (hash(x)=150575367)
|
| 610 |
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5060 train 4.096206 (lr=4.2822e-04) (hash(x)=152352082)
|
| 611 |
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5070 train 4.130648 (lr=4.2670e-04) (hash(x)=150269272)
|
| 612 |
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5080 train 4.188220 (lr=4.2518e-04) (hash(x)=146499361)
|
| 613 |
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5090 train 3.873008 (lr=4.2366e-04) (hash(x)=148734454)
|
| 614 |
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5100 val loss 4.1538
|
| 615 |
+
5100 val perplexity 63.6724
|
| 616 |
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5100 train 4.055887 (lr=4.2214e-04) (hash(x)=149894982)
|
| 617 |
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5110 train 4.107533 (lr=4.2063e-04) (hash(x)=154487751)
|
| 618 |
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5120 train 4.065097 (lr=4.1911e-04) (hash(x)=144169582)
|
| 619 |
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5130 train 4.038475 (lr=4.1760e-04) (hash(x)=152217630)
|
| 620 |
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5140 train 4.061378 (lr=4.1608e-04) (hash(x)=158233831)
|
| 621 |
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5150 train 4.127509 (lr=4.1457e-04) (hash(x)=142746426)
|
| 622 |
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5160 train 4.112732 (lr=4.1306e-04) (hash(x)=139184458)
|
| 623 |
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5170 train 4.198362 (lr=4.1155e-04) (hash(x)=140624857)
|
| 624 |
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5180 train 3.922185 (lr=4.1004e-04) (hash(x)=154107423)
|
| 625 |
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5190 train 3.863898 (lr=4.0853e-04) (hash(x)=144892610)
|
| 626 |
+
5200 val loss 4.1540
|
| 627 |
+
5200 val perplexity 63.6878
|
| 628 |
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5200 train 3.818167 (lr=4.0703e-04) (hash(x)=159326689)
|
| 629 |
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5210 train 3.984487 (lr=4.0552e-04) (hash(x)=151186017)
|
| 630 |
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5220 train 3.789221 (lr=4.0402e-04) (hash(x)=148996819)
|
| 631 |
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5230 train 3.735144 (lr=4.0252e-04) (hash(x)=150829917)
|
| 632 |
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5240 train 3.852046 (lr=4.0102e-04) (hash(x)=152758972)
|
| 633 |
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5250 train 3.824058 (lr=3.9952e-04) (hash(x)=154345903)
|
| 634 |
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5260 train 3.816532 (lr=3.9802e-04) (hash(x)=150134947)
|
| 635 |
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5270 train 3.911081 (lr=3.9652e-04) (hash(x)=149689310)
|
| 636 |
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5280 train 4.153986 (lr=3.9503e-04) (hash(x)=147662223)
|
| 637 |
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5290 train 4.203696 (lr=3.9353e-04) (hash(x)=165770608)
|
| 638 |
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5300 val loss 4.1410
|
| 639 |
+
5300 val perplexity 62.8638
|
| 640 |
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5300 train 4.191709 (lr=3.9204e-04) (hash(x)=159484800)
|
| 641 |
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5310 train 4.221487 (lr=3.9055e-04) (hash(x)=152672536)
|
| 642 |
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5320 train 4.051221 (lr=3.8906e-04) (hash(x)=152728812)
|
| 643 |
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5330 train 3.991126 (lr=3.8757e-04) (hash(x)=152778685)
|
| 644 |
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5340 train 4.087645 (lr=3.8609e-04) (hash(x)=149818849)
|
| 645 |
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5350 train 4.015409 (lr=3.8460e-04) (hash(x)=168239739)
|
| 646 |
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5360 train 4.163786 (lr=3.8312e-04) (hash(x)=139859423)
|
| 647 |
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5370 train 3.985743 (lr=3.8164e-04) (hash(x)=139315327)
|
| 648 |
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5380 train 4.198350 (lr=3.8016e-04) (hash(x)=163068509)
|
| 649 |
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5390 train 4.152156 (lr=3.7868e-04) (hash(x)=147645415)
|
| 650 |
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5400 val loss 4.1206
|
| 651 |
+
5400 val perplexity 61.5977
|
| 652 |
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5400 train 4.110143 (lr=3.7720e-04) (hash(x)=140385615)
|
| 653 |
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5410 train 3.970238 (lr=3.7573e-04) (hash(x)=151381862)
|
| 654 |
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5420 train 4.118372 (lr=3.7426e-04) (hash(x)=152445092)
|
| 655 |
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5430 train 4.132278 (lr=3.7279e-04) (hash(x)=142454479)
|
| 656 |
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5440 train 4.089479 (lr=3.7132e-04) (hash(x)=151308771)
|
| 657 |
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5450 train 3.944021 (lr=3.6985e-04) (hash(x)=150886070)
|
| 658 |
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5460 train 4.047285 (lr=3.6838e-04) (hash(x)=146080408)
|
| 659 |
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5470 train 4.071188 (lr=3.6692e-04) (hash(x)=149828857)
|
| 660 |
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5480 train 4.040788 (lr=3.6546e-04) (hash(x)=139922034)
|
| 661 |
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5490 train 3.987920 (lr=3.6400e-04) (hash(x)=150262276)
|
| 662 |
+
5500 val loss 4.1229
|
| 663 |
+
5500 val perplexity 61.7372
|
| 664 |
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5500 train 3.964576 (lr=3.6254e-04) (hash(x)=148498335)
|
| 665 |
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5510 train 4.081041 (lr=3.6108e-04) (hash(x)=157036224)
|
| 666 |
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5520 train 3.959148 (lr=3.5963e-04) (hash(x)=134093409)
|
| 667 |
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5530 train 3.989160 (lr=3.5817e-04) (hash(x)=153126250)
|
| 668 |
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5540 train 3.998140 (lr=3.5672e-04) (hash(x)=136170985)
|
| 669 |
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5550 train 3.976689 (lr=3.5527e-04) (hash(x)=152841201)
|
| 670 |
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5560 train 4.082709 (lr=3.5383e-04) (hash(x)=147439014)
|
| 671 |
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5570 train 4.001879 (lr=3.5238e-04) (hash(x)=143476132)
|
| 672 |
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5580 train 3.769162 (lr=3.5094e-04) (hash(x)=139503437)
|
| 673 |
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5590 train 3.813571 (lr=3.4950e-04) (hash(x)=131664955)
|
| 674 |
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5600 val loss 4.1302
|
| 675 |
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5600 val perplexity 62.1909
|
| 676 |
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5600 train 3.910072 (lr=3.4806e-04) (hash(x)=151907614)
|
| 677 |
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5610 train 3.795213 (lr=3.4663e-04) (hash(x)=157132674)
|
| 678 |
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5620 train 3.992025 (lr=3.4519e-04) (hash(x)=146793775)
|
| 679 |
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5630 train 3.948164 (lr=3.4376e-04) (hash(x)=147237910)
|
| 680 |
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5640 train 3.854827 (lr=3.4233e-04) (hash(x)=141120024)
|
| 681 |
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5650 train 3.825000 (lr=3.4090e-04) (hash(x)=144275645)
|
| 682 |
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5660 train 3.859615 (lr=3.3948e-04) (hash(x)=159088002)
|
| 683 |
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5670 train 3.910187 (lr=3.3806e-04) (hash(x)=147224479)
|
| 684 |
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5680 train 4.262881 (lr=3.3664e-04) (hash(x)=147208743)
|
| 685 |
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5690 train 4.063407 (lr=3.3522e-04) (hash(x)=154384701)
|
| 686 |
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5700 val loss 4.1225
|
| 687 |
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5700 val perplexity 61.7157
|
| 688 |
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5700 train 4.098000 (lr=3.3380e-04) (hash(x)=155192267)
|
| 689 |
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5710 train 4.047134 (lr=3.3239e-04) (hash(x)=148458753)
|
| 690 |
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5720 train 4.150775 (lr=3.3098e-04) (hash(x)=159947204)
|
| 691 |
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5730 train 4.137318 (lr=3.2957e-04) (hash(x)=150746366)
|
| 692 |
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5740 train 4.138463 (lr=3.2816e-04) (hash(x)=155201884)
|
| 693 |
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5750 train 4.129984 (lr=3.2676e-04) (hash(x)=156432008)
|
| 694 |
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5760 train 4.108051 (lr=3.2536e-04) (hash(x)=185977746)
|
| 695 |
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5770 train 4.111618 (lr=3.2396e-04) (hash(x)=133620000)
|
| 696 |
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5780 train 4.115201 (lr=3.2256e-04) (hash(x)=153778044)
|
| 697 |
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5790 train 3.966661 (lr=3.2117e-04) (hash(x)=147713822)
|
| 698 |
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5800 val loss 4.1013
|
| 699 |
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5800 val perplexity 60.4209
|
| 700 |
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5800 train 4.120602 (lr=3.1977e-04) (hash(x)=153132158)
|
| 701 |
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5810 train 4.074697 (lr=3.1838e-04) (hash(x)=144293895)
|
| 702 |
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5820 train 4.059621 (lr=3.1700e-04) (hash(x)=151500590)
|
| 703 |
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5830 train 4.015221 (lr=3.1561e-04) (hash(x)=139308707)
|
| 704 |
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5840 train 4.115336 (lr=3.1423e-04) (hash(x)=153591278)
|
| 705 |
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5850 train 4.102745 (lr=3.1285e-04) (hash(x)=146077037)
|
| 706 |
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5860 train 4.070503 (lr=3.1148e-04) (hash(x)=149160733)
|
| 707 |
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5870 train 4.049407 (lr=3.1010e-04) (hash(x)=138482476)
|
| 708 |
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5880 train 4.061591 (lr=3.0873e-04) (hash(x)=152173137)
|
| 709 |
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5890 train 4.040834 (lr=3.0737e-04) (hash(x)=142387057)
|
| 710 |
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5900 val loss 4.1093
|
| 711 |
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5900 val perplexity 60.9056
|
| 712 |
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5900 train 4.107385 (lr=3.0600e-04) (hash(x)=161446764)
|
| 713 |
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5910 train 3.987519 (lr=3.0464e-04) (hash(x)=144512138)
|
| 714 |
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5920 train 4.048494 (lr=3.0328e-04) (hash(x)=152555618)
|
| 715 |
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5930 train 4.010263 (lr=3.0192e-04) (hash(x)=146129367)
|
| 716 |
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5940 train 3.935830 (lr=3.0057e-04) (hash(x)=154607527)
|
| 717 |
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5950 train 4.032087 (lr=2.9921e-04) (hash(x)=143827143)
|
| 718 |
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5960 train 4.160122 (lr=2.9787e-04) (hash(x)=151168510)
|
| 719 |
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5970 train 3.944741 (lr=2.9652e-04) (hash(x)=158961574)
|
| 720 |
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5980 train 3.781619 (lr=2.9518e-04) (hash(x)=148757787)
|
| 721 |
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5990 train 4.282948 (lr=2.9384e-04) (hash(x)=161719494)
|
| 722 |
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6000 val loss 4.1084
|
| 723 |
+
6000 val perplexity 60.8520
|
| 724 |
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6000 train 3.781684 (lr=2.9250e-04) (hash(x)=151512446)
|
| 725 |
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6010 train 3.898590 (lr=2.9117e-04) (hash(x)=173500735)
|
| 726 |
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6020 train 4.037614 (lr=2.8983e-04) (hash(x)=157621031)
|
| 727 |
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6030 train 3.921065 (lr=2.8851e-04) (hash(x)=142662684)
|
| 728 |
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6040 train 3.910671 (lr=2.8718e-04) (hash(x)=146180940)
|
| 729 |
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6050 train 3.824476 (lr=2.8586e-04) (hash(x)=147654412)
|
| 730 |
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6060 train 3.703630 (lr=2.8454e-04) (hash(x)=156393157)
|
| 731 |
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6070 train 4.099494 (lr=2.8322e-04) (hash(x)=156947300)
|
| 732 |
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6080 train 4.092514 (lr=2.8191e-04) (hash(x)=163108626)
|
| 733 |
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6090 train 4.191934 (lr=2.8060e-04) (hash(x)=158654713)
|
| 734 |
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6100 val loss 4.0897
|
| 735 |
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6100 val perplexity 59.7236
|
| 736 |
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6100 train 3.930384 (lr=2.7929e-04) (hash(x)=188094053)
|
| 737 |
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6110 train 4.075995 (lr=2.7799e-04) (hash(x)=145132600)
|
| 738 |
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6120 train 3.949366 (lr=2.7669e-04) (hash(x)=146999707)
|
| 739 |
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6130 train 4.187688 (lr=2.7539e-04) (hash(x)=145719530)
|
| 740 |
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6140 train 4.122720 (lr=2.7410e-04) (hash(x)=153230722)
|
| 741 |
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6150 train 4.053794 (lr=2.7281e-04) (hash(x)=147455934)
|
| 742 |
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6160 train 4.108325 (lr=2.7152e-04) (hash(x)=146596242)
|
| 743 |
+
6170 train 4.203628 (lr=2.7023e-04) (hash(x)=152029855)
|
| 744 |
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6180 train 4.068706 (lr=2.6895e-04) (hash(x)=151480034)
|
| 745 |
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6190 train 3.997958 (lr=2.6768e-04) (hash(x)=147381047)
|
| 746 |
+
6200 val loss 4.0757
|
| 747 |
+
6200 val perplexity 58.8899
|
| 748 |
+
6200 train 3.986104 (lr=2.6640e-04) (hash(x)=149389789)
|
| 749 |
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6210 train 4.036395 (lr=2.6513e-04) (hash(x)=154894138)
|
| 750 |
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6220 train 4.071010 (lr=2.6386e-04) (hash(x)=150074302)
|
| 751 |
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6230 train 3.936634 (lr=2.6260e-04) (hash(x)=142881794)
|
| 752 |
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6240 train 3.919313 (lr=2.6133e-04) (hash(x)=164747461)
|
| 753 |
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6250 train 4.097204 (lr=2.6008e-04) (hash(x)=158378292)
|
| 754 |
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6260 train 4.093693 (lr=2.5882e-04) (hash(x)=147675938)
|
| 755 |
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6270 train 4.042212 (lr=2.5757e-04) (hash(x)=148197228)
|
| 756 |
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6280 train 4.002607 (lr=2.5632e-04) (hash(x)=135296747)
|
| 757 |
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6290 train 4.069618 (lr=2.5508e-04) (hash(x)=156439346)
|
| 758 |
+
6300 val loss 4.0743
|
| 759 |
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6300 val perplexity 58.8097
|
| 760 |
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6300 train 3.894879 (lr=2.5384e-04) (hash(x)=138212820)
|
| 761 |
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6310 train 4.188173 (lr=2.5260e-04) (hash(x)=165985336)
|
| 762 |
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6320 train 4.059986 (lr=2.5137e-04) (hash(x)=145921897)
|
| 763 |
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6330 train 4.268520 (lr=2.5014e-04) (hash(x)=145502689)
|
| 764 |
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6340 train 4.007178 (lr=2.4891e-04) (hash(x)=141704937)
|
| 765 |
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6350 train 4.058394 (lr=2.4769e-04) (hash(x)=161789400)
|
| 766 |
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6360 train 3.782904 (lr=2.4647e-04) (hash(x)=145457780)
|
| 767 |
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6370 train 4.034250 (lr=2.4525e-04) (hash(x)=171628530)
|
| 768 |
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6380 train 3.825783 (lr=2.4404e-04) (hash(x)=153467923)
|
| 769 |
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6390 train 4.201286 (lr=2.4283e-04) (hash(x)=158066904)
|
| 770 |
+
6400 val loss 4.0805
|
| 771 |
+
6400 val perplexity 59.1748
|
| 772 |
+
6400 train 3.849966 (lr=2.4163e-04) (hash(x)=146535423)
|
| 773 |
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6410 train 3.712233 (lr=2.4042e-04) (hash(x)=147264155)
|
| 774 |
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6420 train 3.814811 (lr=2.3923e-04) (hash(x)=145595485)
|
| 775 |
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6430 train 3.965225 (lr=2.3803e-04) (hash(x)=146929074)
|
| 776 |
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6440 train 3.891905 (lr=2.3684e-04) (hash(x)=147290878)
|
| 777 |
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6450 train 3.985863 (lr=2.3566e-04) (hash(x)=141154205)
|
| 778 |
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6460 train 3.826535 (lr=2.3447e-04) (hash(x)=154360901)
|
| 779 |
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6470 train 4.161309 (lr=2.3330e-04) (hash(x)=146350558)
|
| 780 |
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6480 train 4.127403 (lr=2.3212e-04) (hash(x)=153927683)
|
| 781 |
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6490 train 4.041520 (lr=2.3095e-04) (hash(x)=149337047)
|
| 782 |
+
6500 val loss 4.0666
|
| 783 |
+
6500 val perplexity 58.3571
|
| 784 |
+
6500 train 3.959068 (lr=2.2978e-04) (hash(x)=145950843)
|
| 785 |
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6510 train 4.025646 (lr=2.2862e-04) (hash(x)=142577653)
|
| 786 |
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6520 train 4.079893 (lr=2.2746e-04) (hash(x)=165060689)
|
| 787 |
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6530 train 3.931062 (lr=2.2630e-04) (hash(x)=148367505)
|
| 788 |
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6540 train 4.026183 (lr=2.2515e-04) (hash(x)=154313651)
|
| 789 |
+
6550 train 3.942679 (lr=2.2400e-04) (hash(x)=147477315)
|
| 790 |
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6560 train 4.037947 (lr=2.2286e-04) (hash(x)=139825403)
|
| 791 |
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6570 train 4.041677 (lr=2.2172e-04) (hash(x)=141482518)
|
| 792 |
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6580 train 4.086037 (lr=2.2058e-04) (hash(x)=144968144)
|
| 793 |
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6590 train 4.038290 (lr=2.1945e-04) (hash(x)=154319720)
|
| 794 |
+
6600 val loss 4.0623
|
| 795 |
+
6600 val perplexity 58.1095
|
| 796 |
+
6600 train 4.075618 (lr=2.1832e-04) (hash(x)=141162902)
|
| 797 |
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6610 train 4.038085 (lr=2.1720e-04) (hash(x)=159490449)
|
| 798 |
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6620 train 3.925084 (lr=2.1608e-04) (hash(x)=151189772)
|
| 799 |
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6630 train 3.906769 (lr=2.1496e-04) (hash(x)=148451651)
|
| 800 |
+
6640 train 4.023790 (lr=2.1385e-04) (hash(x)=152815550)
|
| 801 |
+
6650 train 3.875006 (lr=2.1274e-04) (hash(x)=144316094)
|
| 802 |
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6660 train 4.201859 (lr=2.1164e-04) (hash(x)=143951240)
|
| 803 |
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6670 train 3.818467 (lr=2.1054e-04) (hash(x)=143203472)
|
| 804 |
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6680 train 3.861635 (lr=2.0944e-04) (hash(x)=132063806)
|
| 805 |
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6690 train 3.953725 (lr=2.0835e-04) (hash(x)=140739750)
|
| 806 |
+
6700 val loss 4.0676
|
| 807 |
+
6700 val perplexity 58.4138
|
| 808 |
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6700 train 4.016609 (lr=2.0726e-04) (hash(x)=153018737)
|
| 809 |
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6710 train 3.878596 (lr=2.0618e-04) (hash(x)=140107197)
|
| 810 |
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6720 train 3.982227 (lr=2.0510e-04) (hash(x)=144396559)
|
| 811 |
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6730 train 3.825402 (lr=2.0402e-04) (hash(x)=148038991)
|
| 812 |
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6740 train 4.044545 (lr=2.0295e-04) (hash(x)=145504746)
|
| 813 |
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6750 train 4.025566 (lr=2.0189e-04) (hash(x)=119579094)
|
| 814 |
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6760 train 4.041597 (lr=2.0083e-04) (hash(x)=161725430)
|
| 815 |
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6770 train 4.062311 (lr=1.9977e-04) (hash(x)=153646966)
|
| 816 |
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6780 train 4.065840 (lr=1.9871e-04) (hash(x)=153838463)
|
| 817 |
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6790 train 4.188358 (lr=1.9766e-04) (hash(x)=157891196)
|
| 818 |
+
6800 val loss 4.0497
|
| 819 |
+
6800 val perplexity 57.3800
|
| 820 |
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6800 train 3.901916 (lr=1.9662e-04) (hash(x)=155640155)
|
| 821 |
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6810 train 4.102930 (lr=1.9558e-04) (hash(x)=154913809)
|
| 822 |
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6820 train 4.015209 (lr=1.9454e-04) (hash(x)=159412493)
|
| 823 |
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6830 train 3.972904 (lr=1.9351e-04) (hash(x)=144756549)
|
| 824 |
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6840 train 4.182686 (lr=1.9248e-04) (hash(x)=143824638)
|
| 825 |
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6850 train 4.517451 (lr=1.9146e-04) (hash(x)=117180982)
|
| 826 |
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6860 train 4.031972 (lr=1.9044e-04) (hash(x)=141887150)
|
| 827 |
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6870 train 4.099271 (lr=1.8943e-04) (hash(x)=140094872)
|
| 828 |
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6880 train 3.939503 (lr=1.8842e-04) (hash(x)=141479953)
|
| 829 |
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6890 train 3.999678 (lr=1.8741e-04) (hash(x)=153166840)
|
| 830 |
+
6900 val loss 4.0474
|
| 831 |
+
6900 val perplexity 57.2490
|
| 832 |
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6900 train 4.028152 (lr=1.8641e-04) (hash(x)=153722115)
|
| 833 |
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6910 train 4.131654 (lr=1.8541e-04) (hash(x)=149578602)
|
| 834 |
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6920 train 3.988870 (lr=1.8442e-04) (hash(x)=149925108)
|
| 835 |
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6930 train 3.927510 (lr=1.8343e-04) (hash(x)=148589489)
|
| 836 |
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6940 train 3.845987 (lr=1.8245e-04) (hash(x)=144243794)
|
| 837 |
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6950 train 3.923504 (lr=1.8147e-04) (hash(x)=157743480)
|
| 838 |
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6960 train 3.916663 (lr=1.8050e-04) (hash(x)=139858247)
|
| 839 |
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6970 train 3.842264 (lr=1.7953e-04) (hash(x)=148727536)
|
| 840 |
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6980 train 3.953067 (lr=1.7856e-04) (hash(x)=153382595)
|
| 841 |
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6990 train 4.098304 (lr=1.7760e-04) (hash(x)=147529919)
|
| 842 |
+
7000 val loss 4.0408
|
| 843 |
+
7000 val perplexity 56.8704
|
| 844 |
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7000 train 4.060291 (lr=1.7665e-04) (hash(x)=146953450)
|
| 845 |
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7010 train 3.970274 (lr=1.7570e-04) (hash(x)=134561015)
|
| 846 |
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7020 train 4.081450 (lr=1.7475e-04) (hash(x)=148433515)
|
| 847 |
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7030 train 3.934173 (lr=1.7381e-04) (hash(x)=140394326)
|
| 848 |
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7040 train 3.937056 (lr=1.7287e-04) (hash(x)=136740763)
|
| 849 |
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7050 train 3.779110 (lr=1.7194e-04) (hash(x)=148637938)
|
| 850 |
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7060 train 3.948966 (lr=1.7101e-04) (hash(x)=147262147)
|
| 851 |
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7070 train 3.922874 (lr=1.7009e-04) (hash(x)=140191039)
|
| 852 |
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7080 train 3.936520 (lr=1.6917e-04) (hash(x)=148223305)
|
| 853 |
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7090 train 3.853813 (lr=1.6826e-04) (hash(x)=139984988)
|
| 854 |
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7100 val loss 4.0451
|
| 855 |
+
7100 val perplexity 57.1170
|
| 856 |
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7100 train 3.962249 (lr=1.6735e-04) (hash(x)=137663885)
|
| 857 |
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7110 train 3.845660 (lr=1.6644e-04) (hash(x)=150955021)
|
| 858 |
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7120 train 3.756344 (lr=1.6554e-04) (hash(x)=148585682)
|
| 859 |
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7130 train 3.948707 (lr=1.6465e-04) (hash(x)=146055548)
|
| 860 |
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7140 train 3.994876 (lr=1.6376e-04) (hash(x)=155723541)
|
| 861 |
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7150 train 4.068661 (lr=1.6288e-04) (hash(x)=140465834)
|
| 862 |
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7160 train 4.037286 (lr=1.6200e-04) (hash(x)=163246922)
|
| 863 |
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7170 train 3.899239 (lr=1.6112e-04) (hash(x)=150754166)
|
| 864 |
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7180 train 4.442286 (lr=1.6025e-04) (hash(x)=142844151)
|
| 865 |
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7190 train 4.019622 (lr=1.5938e-04) (hash(x)=145167470)
|
| 866 |
+
7200 val loss 4.0287
|
| 867 |
+
7200 val perplexity 56.1898
|
| 868 |
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7200 train 4.214263 (lr=1.5852e-04) (hash(x)=146172950)
|
| 869 |
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7210 train 4.042536 (lr=1.5767e-04) (hash(x)=143155287)
|
| 870 |
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7220 train 3.993923 (lr=1.5682e-04) (hash(x)=151976669)
|
| 871 |
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7230 train 4.106172 (lr=1.5597e-04) (hash(x)=145979940)
|
| 872 |
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7240 train 4.073505 (lr=1.5513e-04) (hash(x)=155656034)
|
| 873 |
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7250 train 4.075167 (lr=1.5429e-04) (hash(x)=135610136)
|
| 874 |
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7260 train 4.158146 (lr=1.5346e-04) (hash(x)=148133023)
|
| 875 |
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7270 train 4.034868 (lr=1.5263e-04) (hash(x)=148006681)
|
| 876 |
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7280 train 4.064709 (lr=1.5181e-04) (hash(x)=151397627)
|
| 877 |
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7290 train 4.025921 (lr=1.5100e-04) (hash(x)=141696871)
|
| 878 |
+
7300 val loss 4.0252
|
| 879 |
+
7300 val perplexity 55.9909
|
| 880 |
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7300 train 3.951459 (lr=1.5019e-04) (hash(x)=150018163)
|
| 881 |
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7310 train 3.995695 (lr=1.4938e-04) (hash(x)=154900050)
|
| 882 |
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7320 train 3.900992 (lr=1.4858e-04) (hash(x)=142608283)
|
| 883 |
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7330 train 4.002235 (lr=1.4778e-04) (hash(x)=148977837)
|
| 884 |
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7340 train 4.009742 (lr=1.4699e-04) (hash(x)=141676907)
|
| 885 |
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7350 train 3.902120 (lr=1.4620e-04) (hash(x)=147846997)
|
| 886 |
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7360 train 4.147460 (lr=1.4542e-04) (hash(x)=143252181)
|
| 887 |
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7370 train 3.965926 (lr=1.4465e-04) (hash(x)=155081717)
|
| 888 |
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7380 train 4.051342 (lr=1.4387e-04) (hash(x)=149678451)
|
| 889 |
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7390 train 3.880734 (lr=1.4311e-04) (hash(x)=159341637)
|
| 890 |
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7400 val loss 4.0256
|
| 891 |
+
7400 val perplexity 56.0113
|
| 892 |
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7400 train 4.168962 (lr=1.4235e-04) (hash(x)=145351166)
|
| 893 |
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7410 train 3.982915 (lr=1.4159e-04) (hash(x)=162274009)
|
| 894 |
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7420 train 3.823453 (lr=1.4084e-04) (hash(x)=143254858)
|
| 895 |
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7430 train 3.944281 (lr=1.4010e-04) (hash(x)=143049884)
|
| 896 |
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7440 train 3.868463 (lr=1.3936e-04) (hash(x)=141768538)
|
| 897 |
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7450 train 3.892488 (lr=1.3862e-04) (hash(x)=139895310)
|
| 898 |
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7460 train 3.763549 (lr=1.3789e-04) (hash(x)=155900365)
|
| 899 |
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7470 train 3.743206 (lr=1.3717e-04) (hash(x)=145048215)
|
| 900 |
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7480 train 3.885258 (lr=1.3645e-04) (hash(x)=136992624)
|
| 901 |
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7490 train 3.996619 (lr=1.3573e-04) (hash(x)=141424789)
|
| 902 |
+
7500 val loss 4.0310
|
| 903 |
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7500 val perplexity 56.3175
|
| 904 |
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7500 train 3.846631 (lr=1.3502e-04) (hash(x)=145292116)
|
| 905 |
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7510 train 3.880993 (lr=1.3432e-04) (hash(x)=144818029)
|
| 906 |
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7520 train 4.051399 (lr=1.3362e-04) (hash(x)=152903515)
|
| 907 |
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7530 train 4.060190 (lr=1.3293e-04) (hash(x)=156934724)
|
| 908 |
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7540 train 4.282737 (lr=1.3224e-04) (hash(x)=156695926)
|
| 909 |
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7550 train 4.041656 (lr=1.3155e-04) (hash(x)=149115609)
|
| 910 |
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7560 train 4.021070 (lr=1.3088e-04) (hash(x)=143974224)
|
| 911 |
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7570 train 3.975363 (lr=1.3020e-04) (hash(x)=148204424)
|
| 912 |
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7580 train 4.061179 (lr=1.2954e-04) (hash(x)=150177910)
|
| 913 |
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7590 train 4.074142 (lr=1.2887e-04) (hash(x)=140325629)
|
| 914 |
+
7600 val loss 4.0166
|
| 915 |
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7600 val perplexity 55.5144
|
| 916 |
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7600 train 3.957449 (lr=1.2822e-04) (hash(x)=150235132)
|
| 917 |
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7610 train 4.080404 (lr=1.2757e-04) (hash(x)=157594837)
|
| 918 |
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7620 train 4.095534 (lr=1.2692e-04) (hash(x)=146696749)
|
| 919 |
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7630 train 4.126130 (lr=1.2628e-04) (hash(x)=148463580)
|
| 920 |
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7640 train 3.949636 (lr=1.2564e-04) (hash(x)=140271046)
|
| 921 |
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7650 train 4.005832 (lr=1.2501e-04) (hash(x)=159952319)
|
| 922 |
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7660 train 4.004004 (lr=1.2439e-04) (hash(x)=146307392)
|
| 923 |
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7670 train 3.957639 (lr=1.2377e-04) (hash(x)=145027988)
|
| 924 |
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7680 train 4.024033 (lr=1.2316e-04) (hash(x)=147729698)
|
| 925 |
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7690 train 4.013694 (lr=1.2255e-04) (hash(x)=143401210)
|
| 926 |
+
7700 val loss 4.0118
|
| 927 |
+
7700 val perplexity 55.2482
|
| 928 |
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7700 train 3.939029 (lr=1.2194e-04) (hash(x)=154543455)
|
| 929 |
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7710 train 4.022234 (lr=1.2135e-04) (hash(x)=151600456)
|
| 930 |
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7720 train 3.933409 (lr=1.2076e-04) (hash(x)=165913803)
|
| 931 |
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7730 train 3.801821 (lr=1.2017e-04) (hash(x)=144942059)
|
| 932 |
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7740 train 4.027657 (lr=1.1959e-04) (hash(x)=150302103)
|
| 933 |
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7750 train 3.971071 (lr=1.1901e-04) (hash(x)=155782458)
|
| 934 |
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7760 train 4.005627 (lr=1.1844e-04) (hash(x)=147824384)
|
| 935 |
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7770 train 4.019308 (lr=1.1788e-04) (hash(x)=149177657)
|
| 936 |
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7780 train 4.037041 (lr=1.1732e-04) (hash(x)=164446738)
|
| 937 |
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7790 train 3.845381 (lr=1.1676e-04) (hash(x)=146417077)
|
| 938 |
+
7800 val loss 4.0143
|
| 939 |
+
7800 val perplexity 55.3869
|
| 940 |
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7800 train 3.989697 (lr=1.1621e-04) (hash(x)=142456852)
|
| 941 |
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7810 train 3.691928 (lr=1.1567e-04) (hash(x)=146221807)
|
| 942 |
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7820 train 3.887654 (lr=1.1513e-04) (hash(x)=154136533)
|
| 943 |
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7830 train 3.796869 (lr=1.1460e-04) (hash(x)=147492735)
|
| 944 |
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7840 train 3.954353 (lr=1.1407e-04) (hash(x)=143481291)
|
| 945 |
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7850 train 3.778156 (lr=1.1355e-04) (hash(x)=136749307)
|
| 946 |
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7860 train 3.803327 (lr=1.1304e-04) (hash(x)=128985347)
|
| 947 |
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7870 train 3.704331 (lr=1.1253e-04) (hash(x)=152897363)
|
| 948 |
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7880 train 3.909804 (lr=1.1202e-04) (hash(x)=151460360)
|
| 949 |
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7890 train 3.731876 (lr=1.1152e-04) (hash(x)=137481738)
|
| 950 |
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7900 val loss 4.0155
|
| 951 |
+
7900 val perplexity 55.4490
|
| 952 |
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7900 train 3.807155 (lr=1.1103e-04) (hash(x)=147363479)
|
| 953 |
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7910 train 4.030183 (lr=1.1054e-04) (hash(x)=151165744)
|
| 954 |
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7920 train 4.205436 (lr=1.1006e-04) (hash(x)=146214226)
|
| 955 |
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7930 train 4.011224 (lr=1.0958e-04) (hash(x)=154457502)
|
| 956 |
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7940 train 3.916266 (lr=1.0911e-04) (hash(x)=162025201)
|
| 957 |
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7950 train 3.912090 (lr=1.0865e-04) (hash(x)=156488145)
|
| 958 |
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7960 train 4.185153 (lr=1.0819e-04) (hash(x)=154011584)
|
| 959 |
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7970 train 4.035840 (lr=1.0773e-04) (hash(x)=145330320)
|
| 960 |
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7980 train 3.938541 (lr=1.0729e-04) (hash(x)=148216312)
|
| 961 |
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7990 train 3.880335 (lr=1.0684e-04) (hash(x)=156819091)
|
| 962 |
+
8000 val loss 4.0059
|
| 963 |
+
8000 val perplexity 54.9192
|
| 964 |
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8000 train 4.040503 (lr=1.0641e-04) (hash(x)=156122973)
|
| 965 |
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8010 train 3.984417 (lr=1.0597e-04) (hash(x)=146933088)
|
| 966 |
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8020 train 4.079651 (lr=1.0555e-04) (hash(x)=151650746)
|
| 967 |
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8030 train 3.999864 (lr=1.0513e-04) (hash(x)=140692373)
|
| 968 |
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8040 train 4.190343 (lr=1.0471e-04) (hash(x)=147850094)
|
| 969 |
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8050 train 4.012302 (lr=1.0430e-04) (hash(x)=144454109)
|
| 970 |
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8060 train 3.869228 (lr=1.0390e-04) (hash(x)=152205124)
|
| 971 |
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8070 train 4.085998 (lr=1.0350e-04) (hash(x)=148918066)
|
| 972 |
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8080 train 4.009272 (lr=1.0311e-04) (hash(x)=146481024)
|
| 973 |
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8090 train 4.051519 (lr=1.0272e-04) (hash(x)=168785549)
|
| 974 |
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8100 val loss 4.0033
|
| 975 |
+
8100 val perplexity 54.7787
|
| 976 |
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8100 train 4.083695 (lr=1.0234e-04) (hash(x)=156153179)
|
| 977 |
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8110 train 4.030242 (lr=1.0197e-04) (hash(x)=150498601)
|
| 978 |
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8120 train 4.031703 (lr=1.0160e-04) (hash(x)=142002714)
|
| 979 |
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8130 train 3.926563 (lr=1.0124e-04) (hash(x)=138450483)
|
| 980 |
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8140 train 4.010139 (lr=1.0088e-04) (hash(x)=145306351)
|
| 981 |
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8150 train 3.881377 (lr=1.0053e-04) (hash(x)=172502865)
|
| 982 |
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8160 train 3.990213 (lr=1.0018e-04) (hash(x)=156689649)
|
| 983 |
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8170 train 3.908438 (lr=9.9838e-05) (hash(x)=143766932)
|
| 984 |
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8180 train 4.048414 (lr=9.9503e-05) (hash(x)=150361321)
|
| 985 |
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8190 train 3.875005 (lr=9.9174e-05) (hash(x)=152664241)
|
| 986 |
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8200 val loss 4.0021
|
| 987 |
+
8200 val perplexity 54.7122
|
| 988 |
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8200 train 4.152622 (lr=9.8850e-05) (hash(x)=146430698)
|
| 989 |
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8210 train 3.842161 (lr=9.8532e-05) (hash(x)=167362078)
|
| 990 |
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8220 train 4.068886 (lr=9.8220e-05) (hash(x)=157650942)
|
| 991 |
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8230 train 3.873731 (lr=9.7914e-05) (hash(x)=142102044)
|
| 992 |
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8240 train 3.917400 (lr=9.7614e-05) (hash(x)=153405900)
|
| 993 |
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8250 train 3.863927 (lr=9.7319e-05) (hash(x)=140222909)
|
| 994 |
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8260 train 4.001134 (lr=9.7030e-05) (hash(x)=137981854)
|
| 995 |
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8270 train 3.913814 (lr=9.6747e-05) (hash(x)=147576272)
|
| 996 |
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8280 train 3.927060 (lr=9.6469e-05) (hash(x)=157988195)
|
| 997 |
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8290 train 3.974802 (lr=9.6198e-05) (hash(x)=145715681)
|
| 998 |
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8300 val loss 4.0034
|
| 999 |
+
8300 val perplexity 54.7826
|
| 1000 |
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8300 train 3.925215 (lr=9.5932e-05) (hash(x)=143507257)
|
| 1001 |
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8310 train 3.985779 (lr=9.5672e-05) (hash(x)=148930064)
|
| 1002 |
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8320 train 3.906655 (lr=9.5417e-05) (hash(x)=144134805)
|
| 1003 |
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8330 train 4.031232 (lr=9.5169e-05) (hash(x)=148418079)
|
| 1004 |
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8340 train 3.751790 (lr=9.4926e-05) (hash(x)=166518807)
|
| 1005 |
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8350 train 4.060431 (lr=9.4689e-05) (hash(x)=140042036)
|
| 1006 |
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8360 train 3.933165 (lr=9.4458e-05) (hash(x)=151427074)
|
| 1007 |
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8370 train 4.014946 (lr=9.4233e-05) (hash(x)=158389185)
|
| 1008 |
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8380 train 3.919269 (lr=9.4013e-05) (hash(x)=148193308)
|
| 1009 |
+
8390 train 3.989676 (lr=9.3800e-05) (hash(x)=144289008)
|
| 1010 |
+
8400 val loss 3.9945
|
| 1011 |
+
8400 val perplexity 54.3011
|
| 1012 |
+
8400 train 3.704267 (lr=9.3592e-05) (hash(x)=166272643)
|
| 1013 |
+
8410 train 3.911696 (lr=9.3390e-05) (hash(x)=162244433)
|
| 1014 |
+
8420 train 3.952242 (lr=9.3194e-05) (hash(x)=149271299)
|
| 1015 |
+
8430 train 4.091085 (lr=9.3003e-05) (hash(x)=154135338)
|
| 1016 |
+
8440 train 4.138370 (lr=9.2819e-05) (hash(x)=149661838)
|
| 1017 |
+
8450 train 3.976594 (lr=9.2640e-05) (hash(x)=142205056)
|
| 1018 |
+
8460 train 3.910329 (lr=9.2467e-05) (hash(x)=166652398)
|
| 1019 |
+
8470 train 4.079313 (lr=9.2300e-05) (hash(x)=149029710)
|
| 1020 |
+
8480 train 3.855407 (lr=9.2139e-05) (hash(x)=154217415)
|
| 1021 |
+
8490 train 3.925338 (lr=9.1983e-05) (hash(x)=151526557)
|
| 1022 |
+
8500 val loss 3.9957
|
| 1023 |
+
8500 val perplexity 54.3655
|
| 1024 |
+
8500 train 3.919521 (lr=9.1834e-05) (hash(x)=143887848)
|
| 1025 |
+
8510 train 3.907227 (lr=9.1690e-05) (hash(x)=152324645)
|
| 1026 |
+
8520 train 3.638137 (lr=9.1552e-05) (hash(x)=145124959)
|
| 1027 |
+
8530 train 3.964483 (lr=9.1420e-05) (hash(x)=186319340)
|
| 1028 |
+
8540 train 3.973724 (lr=9.1294e-05) (hash(x)=147388339)
|
| 1029 |
+
8550 train 4.004087 (lr=9.1174e-05) (hash(x)=150118928)
|
| 1030 |
+
8560 train 4.011125 (lr=9.1060e-05) (hash(x)=153985286)
|
| 1031 |
+
8570 train 3.950098 (lr=9.0951e-05) (hash(x)=149582799)
|
| 1032 |
+
8580 train 3.952162 (lr=9.0848e-05) (hash(x)=156867870)
|
| 1033 |
+
8590 train 3.845281 (lr=9.0751e-05) (hash(x)=148773298)
|
| 1034 |
+
8600 val loss 3.9972
|
| 1035 |
+
8600 val perplexity 54.4466
|
| 1036 |
+
8600 train 3.936340 (lr=9.0661e-05) (hash(x)=156900341)
|
| 1037 |
+
8610 train 4.095030 (lr=9.0575e-05) (hash(x)=156790089)
|
| 1038 |
+
8620 train 3.901847 (lr=9.0496e-05) (hash(x)=154680805)
|
| 1039 |
+
8630 train 3.939135 (lr=9.0423e-05) (hash(x)=138107873)
|
| 1040 |
+
8640 train 4.026122 (lr=9.0355e-05) (hash(x)=142554243)
|
| 1041 |
+
8650 train 3.834553 (lr=9.0294e-05) (hash(x)=134360956)
|
| 1042 |
+
8660 train 3.914890 (lr=9.0238e-05) (hash(x)=128599610)
|
| 1043 |
+
8670 train 3.942565 (lr=9.0188e-05) (hash(x)=159628945)
|
| 1044 |
+
8680 train 3.968983 (lr=9.0144e-05) (hash(x)=143161532)
|
| 1045 |
+
8690 train 3.997907 (lr=9.0106e-05) (hash(x)=140104912)
|
| 1046 |
+
8700 val loss 3.9895
|
| 1047 |
+
8700 val perplexity 54.0304
|
| 1048 |
+
8700 train 4.176856 (lr=9.0073e-05) (hash(x)=146417632)
|
| 1049 |
+
8710 train 4.151796 (lr=9.0047e-05) (hash(x)=153671695)
|
| 1050 |
+
8720 train 4.026544 (lr=9.0026e-05) (hash(x)=141680750)
|
| 1051 |
+
8730 train 3.897094 (lr=9.0012e-05) (hash(x)=147279231)
|
| 1052 |
+
8740 train 4.189255 (lr=9.0003e-05) (hash(x)=129729371)
|
| 1053 |
+
8749 val loss 3.9895
|
| 1054 |
+
8749 val perplexity 54.0295
|
lr9e-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 sha256:97ddbaad6a622ff8d95e555cc585fca56fa73284dae34f5f46179fcbabf67e8f
|
| 3 |
+
size 92843394
|
lr9e-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 sha256:28afecedf70868412fdb623dc4e98070e1ebbb4d3eeac7e0b3ba7d635930c5f6
|
| 3 |
+
size 179406214
|