Upload folder using huggingface_hub
Browse files- lr10e-4_total_batch_size61440_baseline_seed1339/args.json +1 -0
- lr10e-4_total_batch_size61440_baseline_seed1339/dataloader_08749.pt +3 -0
- lr10e-4_total_batch_size61440_baseline_seed1339/log2.txt +1054 -0
- lr10e-4_total_batch_size61440_baseline_seed1339/model_08749.pt +3 -0
- lr10e-4_total_batch_size61440_baseline_seed1339/optimizer_08749.pt +3 -0
lr10e-4_total_batch_size61440_baseline_seed1339/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_11/lr10e-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": 0.001, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "10e-4_61440", "n_embd": 256}
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lr10e-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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lr10e-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=2.0000e-06) (hash(x)=150724848)
|
| 5 |
+
10 train 10.169039 (lr=2.2000e-05) (hash(x)=149663361)
|
| 6 |
+
20 train 9.768238 (lr=4.2000e-05) (hash(x)=153483789)
|
| 7 |
+
30 train 9.425735 (lr=6.2000e-05) (hash(x)=145733176)
|
| 8 |
+
40 train 8.814079 (lr=8.2000e-05) (hash(x)=145287265)
|
| 9 |
+
50 train 8.311483 (lr=1.0200e-04) (hash(x)=149217061)
|
| 10 |
+
60 train 7.888088 (lr=1.2200e-04) (hash(x)=150157569)
|
| 11 |
+
70 train 7.644886 (lr=1.4200e-04) (hash(x)=140292841)
|
| 12 |
+
80 train 7.690776 (lr=1.6200e-04) (hash(x)=152157598)
|
| 13 |
+
90 train 7.502247 (lr=1.8200e-04) (hash(x)=149756968)
|
| 14 |
+
100 val loss 7.4628
|
| 15 |
+
100 val perplexity 1741.9741
|
| 16 |
+
100 train 7.420193 (lr=2.0200e-04) (hash(x)=149910534)
|
| 17 |
+
110 train 7.332156 (lr=2.2200e-04) (hash(x)=159020328)
|
| 18 |
+
120 train 7.257672 (lr=2.4200e-04) (hash(x)=150731273)
|
| 19 |
+
130 train 7.072872 (lr=2.6200e-04) (hash(x)=156727355)
|
| 20 |
+
140 train 7.101395 (lr=2.8200e-04) (hash(x)=166473281)
|
| 21 |
+
150 train 6.781276 (lr=3.0200e-04) (hash(x)=142185643)
|
| 22 |
+
160 train 6.792026 (lr=3.2200e-04) (hash(x)=151371145)
|
| 23 |
+
170 train 6.813921 (lr=3.4200e-04) (hash(x)=151601659)
|
| 24 |
+
180 train 6.647873 (lr=3.6200e-04) (hash(x)=153368917)
|
| 25 |
+
190 train 6.502840 (lr=3.8200e-04) (hash(x)=145008196)
|
| 26 |
+
200 val loss 6.6320
|
| 27 |
+
200 val perplexity 759.0297
|
| 28 |
+
200 train 6.526390 (lr=4.0200e-04) (hash(x)=148123706)
|
| 29 |
+
210 train 6.411649 (lr=4.2200e-04) (hash(x)=145714762)
|
| 30 |
+
220 train 6.417181 (lr=4.4200e-04) (hash(x)=150622583)
|
| 31 |
+
230 train 6.194545 (lr=4.6200e-04) (hash(x)=146512648)
|
| 32 |
+
240 train 6.237221 (lr=4.8200e-04) (hash(x)=151535384)
|
| 33 |
+
250 train 6.165551 (lr=5.0200e-04) (hash(x)=149952383)
|
| 34 |
+
260 train 6.074028 (lr=5.2200e-04) (hash(x)=148726088)
|
| 35 |
+
270 train 6.031117 (lr=5.4200e-04) (hash(x)=152776695)
|
| 36 |
+
280 train 6.060799 (lr=5.6200e-04) (hash(x)=157260375)
|
| 37 |
+
290 train 6.122590 (lr=5.8200e-04) (hash(x)=151559106)
|
| 38 |
+
300 val loss 6.1916
|
| 39 |
+
300 val perplexity 488.6198
|
| 40 |
+
300 train 5.910843 (lr=6.0200e-04) (hash(x)=146678221)
|
| 41 |
+
310 train 6.019495 (lr=6.2200e-04) (hash(x)=156713527)
|
| 42 |
+
320 train 6.063987 (lr=6.4200e-04) (hash(x)=144947971)
|
| 43 |
+
330 train 6.241130 (lr=6.6200e-04) (hash(x)=158684944)
|
| 44 |
+
340 train 6.108393 (lr=6.8200e-04) (hash(x)=162318756)
|
| 45 |
+
350 train 5.915740 (lr=7.0200e-04) (hash(x)=156180736)
|
| 46 |
+
360 train 6.084400 (lr=7.2200e-04) (hash(x)=178373797)
|
| 47 |
+
370 train 5.980911 (lr=7.4200e-04) (hash(x)=154389449)
|
| 48 |
+
380 train 5.816041 (lr=7.6200e-04) (hash(x)=150369080)
|
| 49 |
+
390 train 5.955685 (lr=7.8200e-04) (hash(x)=159840654)
|
| 50 |
+
400 val loss 5.8457
|
| 51 |
+
400 val perplexity 345.7422
|
| 52 |
+
400 train 5.763399 (lr=8.0200e-04) (hash(x)=151700982)
|
| 53 |
+
410 train 5.742797 (lr=8.2200e-04) (hash(x)=160467274)
|
| 54 |
+
420 train 5.653957 (lr=8.4200e-04) (hash(x)=148930522)
|
| 55 |
+
430 train 5.862207 (lr=8.6200e-04) (hash(x)=154565303)
|
| 56 |
+
440 train 5.836684 (lr=8.8200e-04) (hash(x)=148079227)
|
| 57 |
+
450 train 5.563416 (lr=9.0200e-04) (hash(x)=147288467)
|
| 58 |
+
460 train 5.586844 (lr=9.2200e-04) (hash(x)=145272617)
|
| 59 |
+
470 train 5.611871 (lr=9.4200e-04) (hash(x)=123126729)
|
| 60 |
+
480 train 5.560246 (lr=9.6200e-04) (hash(x)=156287490)
|
| 61 |
+
490 train 5.689702 (lr=9.8200e-04) (hash(x)=161700145)
|
| 62 |
+
500 val loss 5.6059
|
| 63 |
+
500 val perplexity 272.0353
|
| 64 |
+
500 train 5.713145 (lr=1.0000e-03) (hash(x)=156182087)
|
| 65 |
+
510 train 5.324427 (lr=1.0000e-03) (hash(x)=131674504)
|
| 66 |
+
520 train 5.634843 (lr=9.9999e-04) (hash(x)=162758254)
|
| 67 |
+
530 train 5.441197 (lr=9.9997e-04) (hash(x)=133510409)
|
| 68 |
+
540 train 5.429710 (lr=9.9995e-04) (hash(x)=157363914)
|
| 69 |
+
550 train 5.363416 (lr=9.9992e-04) (hash(x)=147861550)
|
| 70 |
+
560 train 5.315009 (lr=9.9988e-04) (hash(x)=149449280)
|
| 71 |
+
570 train 5.336292 (lr=9.9984e-04) (hash(x)=143899904)
|
| 72 |
+
580 train 5.301198 (lr=9.9979e-04) (hash(x)=149266312)
|
| 73 |
+
590 train 5.539432 (lr=9.9974e-04) (hash(x)=164352774)
|
| 74 |
+
600 val loss 5.4347
|
| 75 |
+
600 val perplexity 229.2241
|
| 76 |
+
600 train 5.300513 (lr=9.9967e-04) (hash(x)=149318660)
|
| 77 |
+
610 train 5.191154 (lr=9.9961e-04) (hash(x)=146101781)
|
| 78 |
+
620 train 5.149113 (lr=9.9953e-04) (hash(x)=137184623)
|
| 79 |
+
630 train 5.039128 (lr=9.9945e-04) (hash(x)=145791873)
|
| 80 |
+
640 train 5.066300 (lr=9.9936e-04) (hash(x)=143999212)
|
| 81 |
+
650 train 5.157751 (lr=9.9927e-04) (hash(x)=151631103)
|
| 82 |
+
660 train 4.931474 (lr=9.9917e-04) (hash(x)=138360108)
|
| 83 |
+
670 train 5.307727 (lr=9.9906e-04) (hash(x)=156637679)
|
| 84 |
+
680 train 4.954572 (lr=9.9894e-04) (hash(x)=143752601)
|
| 85 |
+
690 train 5.094683 (lr=9.9882e-04) (hash(x)=158368903)
|
| 86 |
+
700 val loss 5.3112
|
| 87 |
+
700 val perplexity 202.5925
|
| 88 |
+
700 train 5.304758 (lr=9.9870e-04) (hash(x)=150482428)
|
| 89 |
+
710 train 5.262589 (lr=9.9856e-04) (hash(x)=158085060)
|
| 90 |
+
720 train 5.328913 (lr=9.9842e-04) (hash(x)=159461069)
|
| 91 |
+
730 train 5.161735 (lr=9.9828e-04) (hash(x)=148795562)
|
| 92 |
+
740 train 5.180926 (lr=9.9812e-04) (hash(x)=149967984)
|
| 93 |
+
750 train 5.173863 (lr=9.9796e-04) (hash(x)=144458617)
|
| 94 |
+
760 train 5.210239 (lr=9.9780e-04) (hash(x)=155106202)
|
| 95 |
+
770 train 5.002542 (lr=9.9762e-04) (hash(x)=144506191)
|
| 96 |
+
780 train 5.157306 (lr=9.9744e-04) (hash(x)=155825158)
|
| 97 |
+
790 train 5.201035 (lr=9.9726e-04) (hash(x)=158835381)
|
| 98 |
+
800 val loss 5.1554
|
| 99 |
+
800 val perplexity 173.3728
|
| 100 |
+
800 train 5.105727 (lr=9.9707e-04) (hash(x)=143268605)
|
| 101 |
+
810 train 5.024149 (lr=9.9687e-04) (hash(x)=139072755)
|
| 102 |
+
820 train 5.148905 (lr=9.9666e-04) (hash(x)=179384792)
|
| 103 |
+
830 train 4.933615 (lr=9.9645e-04) (hash(x)=151086962)
|
| 104 |
+
840 train 5.559482 (lr=9.9623e-04) (hash(x)=142711393)
|
| 105 |
+
850 train 5.025608 (lr=9.9601e-04) (hash(x)=150817011)
|
| 106 |
+
860 train 4.964322 (lr=9.9578e-04) (hash(x)=138495801)
|
| 107 |
+
870 train 4.974591 (lr=9.9554e-04) (hash(x)=155474016)
|
| 108 |
+
880 train 5.003127 (lr=9.9530e-04) (hash(x)=151951501)
|
| 109 |
+
890 train 4.869858 (lr=9.9505e-04) (hash(x)=143699524)
|
| 110 |
+
900 val loss 5.0297
|
| 111 |
+
900 val perplexity 152.8807
|
| 112 |
+
900 train 5.016776 (lr=9.9479e-04) (hash(x)=152322423)
|
| 113 |
+
910 train 4.951572 (lr=9.9453e-04) (hash(x)=151010509)
|
| 114 |
+
920 train 4.753690 (lr=9.9426e-04) (hash(x)=148720342)
|
| 115 |
+
930 train 4.713594 (lr=9.9398e-04) (hash(x)=125869480)
|
| 116 |
+
940 train 4.951263 (lr=9.9370e-04) (hash(x)=150349503)
|
| 117 |
+
950 train 4.728230 (lr=9.9341e-04) (hash(x)=143574126)
|
| 118 |
+
960 train 4.922353 (lr=9.9311e-04) (hash(x)=146292562)
|
| 119 |
+
970 train 4.855898 (lr=9.9281e-04) (hash(x)=162256596)
|
| 120 |
+
980 train 4.810009 (lr=9.9250e-04) (hash(x)=137640259)
|
| 121 |
+
990 train 4.673797 (lr=9.9219e-04) (hash(x)=141767794)
|
| 122 |
+
1000 val loss 4.9489
|
| 123 |
+
1000 val perplexity 141.0215
|
| 124 |
+
1000 train 4.894795 (lr=9.9187e-04) (hash(x)=147904298)
|
| 125 |
+
1010 train 4.829123 (lr=9.9154e-04) (hash(x)=162239186)
|
| 126 |
+
1020 train 4.587228 (lr=9.9121e-04) (hash(x)=140706537)
|
| 127 |
+
1030 train 4.707352 (lr=9.9087e-04) (hash(x)=155556720)
|
| 128 |
+
1040 train 4.595198 (lr=9.9052e-04) (hash(x)=144746445)
|
| 129 |
+
1050 train 4.649117 (lr=9.9017e-04) (hash(x)=144719400)
|
| 130 |
+
1060 train 4.510623 (lr=9.8981e-04) (hash(x)=153065665)
|
| 131 |
+
1070 train 4.635851 (lr=9.8944e-04) (hash(x)=136468722)
|
| 132 |
+
1080 train 4.608644 (lr=9.8907e-04) (hash(x)=157674756)
|
| 133 |
+
1090 train 4.799476 (lr=9.8869e-04) (hash(x)=155882884)
|
| 134 |
+
1100 val loss 4.8567
|
| 135 |
+
1100 val perplexity 128.5995
|
| 136 |
+
1100 train 5.071962 (lr=9.8831e-04) (hash(x)=154343147)
|
| 137 |
+
1110 train 4.858743 (lr=9.8791e-04) (hash(x)=158582939)
|
| 138 |
+
1120 train 4.673484 (lr=9.8752e-04) (hash(x)=162479784)
|
| 139 |
+
1130 train 4.853344 (lr=9.8711e-04) (hash(x)=155704345)
|
| 140 |
+
1140 train 4.745828 (lr=9.8670e-04) (hash(x)=146934299)
|
| 141 |
+
1150 train 4.696046 (lr=9.8629e-04) (hash(x)=154372635)
|
| 142 |
+
1160 train 4.687279 (lr=9.8586e-04) (hash(x)=145536832)
|
| 143 |
+
1170 train 4.970385 (lr=9.8543e-04) (hash(x)=158785901)
|
| 144 |
+
1180 train 4.760361 (lr=9.8500e-04) (hash(x)=158271614)
|
| 145 |
+
1190 train 4.820662 (lr=9.8456e-04) (hash(x)=157365589)
|
| 146 |
+
1200 val loss 4.7860
|
| 147 |
+
1200 val perplexity 119.8177
|
| 148 |
+
1200 train 4.847801 (lr=9.8411e-04) (hash(x)=141843115)
|
| 149 |
+
1210 train 4.739888 (lr=9.8365e-04) (hash(x)=146807973)
|
| 150 |
+
1220 train 4.718340 (lr=9.8319e-04) (hash(x)=144149947)
|
| 151 |
+
1230 train 4.649802 (lr=9.8272e-04) (hash(x)=147869063)
|
| 152 |
+
1240 train 4.748072 (lr=9.8225e-04) (hash(x)=152217389)
|
| 153 |
+
1250 train 4.747263 (lr=9.8177e-04) (hash(x)=149417679)
|
| 154 |
+
1260 train 4.770257 (lr=9.8129e-04) (hash(x)=144029489)
|
| 155 |
+
1270 train 4.879799 (lr=9.8079e-04) (hash(x)=154328303)
|
| 156 |
+
1280 train 4.746103 (lr=9.8030e-04) (hash(x)=151625838)
|
| 157 |
+
1290 train 4.604917 (lr=9.7979e-04) (hash(x)=140270541)
|
| 158 |
+
1300 val loss 4.7262
|
| 159 |
+
1300 val perplexity 112.8686
|
| 160 |
+
1300 train 4.661518 (lr=9.7928e-04) (hash(x)=145279030)
|
| 161 |
+
1310 train 4.689168 (lr=9.7876e-04) (hash(x)=140279630)
|
| 162 |
+
1320 train 4.417997 (lr=9.7824e-04) (hash(x)=133642994)
|
| 163 |
+
1330 train 4.589182 (lr=9.7771e-04) (hash(x)=146634776)
|
| 164 |
+
1340 train 4.691030 (lr=9.7717e-04) (hash(x)=155919973)
|
| 165 |
+
1350 train 4.716493 (lr=9.7663e-04) (hash(x)=146363911)
|
| 166 |
+
1360 train 4.596271 (lr=9.7608e-04) (hash(x)=150613636)
|
| 167 |
+
1370 train 4.586654 (lr=9.7553e-04) (hash(x)=148536643)
|
| 168 |
+
1380 train 4.594614 (lr=9.7497e-04) (hash(x)=152803906)
|
| 169 |
+
1390 train 4.521398 (lr=9.7440e-04) (hash(x)=150383305)
|
| 170 |
+
1400 val loss 4.7125
|
| 171 |
+
1400 val perplexity 111.3253
|
| 172 |
+
1400 train 4.619091 (lr=9.7383e-04) (hash(x)=152507639)
|
| 173 |
+
1410 train 4.371135 (lr=9.7325e-04) (hash(x)=161841408)
|
| 174 |
+
1420 train 4.495814 (lr=9.7267e-04) (hash(x)=167824828)
|
| 175 |
+
1430 train 4.454244 (lr=9.7207e-04) (hash(x)=147696374)
|
| 176 |
+
1440 train 4.415960 (lr=9.7148e-04) (hash(x)=150085494)
|
| 177 |
+
1450 train 4.370377 (lr=9.7087e-04) (hash(x)=139296191)
|
| 178 |
+
1460 train 4.286629 (lr=9.7026e-04) (hash(x)=142956546)
|
| 179 |
+
1470 train 4.353026 (lr=9.6965e-04) (hash(x)=155908628)
|
| 180 |
+
1480 train 4.345649 (lr=9.6903e-04) (hash(x)=150893345)
|
| 181 |
+
1490 train 4.364626 (lr=9.6840e-04) (hash(x)=143548902)
|
| 182 |
+
1500 val loss 4.6534
|
| 183 |
+
1500 val perplexity 104.9430
|
| 184 |
+
1500 train 4.605448 (lr=9.6777e-04) (hash(x)=148473774)
|
| 185 |
+
1510 train 4.693806 (lr=9.6713e-04) (hash(x)=161631000)
|
| 186 |
+
1520 train 4.620327 (lr=9.6648e-04) (hash(x)=166217855)
|
| 187 |
+
1530 train 4.580425 (lr=9.6583e-04) (hash(x)=149440046)
|
| 188 |
+
1540 train 4.528459 (lr=9.6517e-04) (hash(x)=155013278)
|
| 189 |
+
1550 train 4.551861 (lr=9.6451e-04) (hash(x)=154130527)
|
| 190 |
+
1560 train 4.584275 (lr=9.6384e-04) (hash(x)=152138735)
|
| 191 |
+
1570 train 4.493083 (lr=9.6316e-04) (hash(x)=148128305)
|
| 192 |
+
1580 train 4.622113 (lr=9.6248e-04) (hash(x)=157176546)
|
| 193 |
+
1590 train 4.739692 (lr=9.6179e-04) (hash(x)=152935467)
|
| 194 |
+
1600 val loss 4.5857
|
| 195 |
+
1600 val perplexity 98.0686
|
| 196 |
+
1600 train 4.558611 (lr=9.6110e-04) (hash(x)=151117002)
|
| 197 |
+
1610 train 4.556645 (lr=9.6040e-04) (hash(x)=149883384)
|
| 198 |
+
1620 train 4.602330 (lr=9.5969e-04) (hash(x)=145015354)
|
| 199 |
+
1630 train 4.536306 (lr=9.5898e-04) (hash(x)=146717645)
|
| 200 |
+
1640 train 4.741371 (lr=9.5826e-04) (hash(x)=156372727)
|
| 201 |
+
1650 train 4.644338 (lr=9.5754e-04) (hash(x)=140261555)
|
| 202 |
+
1660 train 4.477019 (lr=9.5681e-04) (hash(x)=150088650)
|
| 203 |
+
1670 train 4.409225 (lr=9.5607e-04) (hash(x)=135943513)
|
| 204 |
+
1680 train 4.629479 (lr=9.5533e-04) (hash(x)=153529653)
|
| 205 |
+
1690 train 4.681628 (lr=9.5458e-04) (hash(x)=148930360)
|
| 206 |
+
1700 val loss 4.5904
|
| 207 |
+
1700 val perplexity 98.5361
|
| 208 |
+
1700 train 4.570439 (lr=9.5383e-04) (hash(x)=138011335)
|
| 209 |
+
1710 train 4.522403 (lr=9.5307e-04) (hash(x)=141383599)
|
| 210 |
+
1720 train 4.701284 (lr=9.5231e-04) (hash(x)=161449652)
|
| 211 |
+
1730 train 4.498432 (lr=9.5153e-04) (hash(x)=153923561)
|
| 212 |
+
1740 train 4.437665 (lr=9.5076e-04) (hash(x)=146043253)
|
| 213 |
+
1750 train 4.465888 (lr=9.4998e-04) (hash(x)=155720883)
|
| 214 |
+
1760 train 4.449500 (lr=9.4919e-04) (hash(x)=148222148)
|
| 215 |
+
1770 train 4.505893 (lr=9.4839e-04) (hash(x)=155712380)
|
| 216 |
+
1780 train 4.403866 (lr=9.4759e-04) (hash(x)=149767859)
|
| 217 |
+
1790 train 4.628847 (lr=9.4679e-04) (hash(x)=167214230)
|
| 218 |
+
1800 val loss 4.5564
|
| 219 |
+
1800 val perplexity 95.2429
|
| 220 |
+
1800 train 4.535213 (lr=9.4598e-04) (hash(x)=171180926)
|
| 221 |
+
1810 train 4.548923 (lr=9.4516e-04) (hash(x)=162375834)
|
| 222 |
+
1820 train 4.663252 (lr=9.4434e-04) (hash(x)=151495752)
|
| 223 |
+
1830 train 4.568282 (lr=9.4351e-04) (hash(x)=146532257)
|
| 224 |
+
1840 train 4.654027 (lr=9.4268e-04) (hash(x)=145694434)
|
| 225 |
+
1850 train 4.539825 (lr=9.4184e-04) (hash(x)=144823488)
|
| 226 |
+
1860 train 4.639201 (lr=9.4099e-04) (hash(x)=149836286)
|
| 227 |
+
1870 train 4.603424 (lr=9.4014e-04) (hash(x)=143935049)
|
| 228 |
+
1880 train 4.634578 (lr=9.3928e-04) (hash(x)=151786371)
|
| 229 |
+
1890 train 4.520654 (lr=9.3842e-04) (hash(x)=152892567)
|
| 230 |
+
1900 val loss 4.5127
|
| 231 |
+
1900 val perplexity 91.1715
|
| 232 |
+
1900 train 4.560280 (lr=9.3755e-04) (hash(x)=141769419)
|
| 233 |
+
1910 train 4.579801 (lr=9.3668e-04) (hash(x)=156914416)
|
| 234 |
+
1920 train 4.434911 (lr=9.3580e-04) (hash(x)=151573900)
|
| 235 |
+
1930 train 4.528929 (lr=9.3491e-04) (hash(x)=145121701)
|
| 236 |
+
1940 train 4.467929 (lr=9.3402e-04) (hash(x)=150896348)
|
| 237 |
+
1950 train 4.576292 (lr=9.3313e-04) (hash(x)=168797189)
|
| 238 |
+
1960 train 4.457506 (lr=9.3223e-04) (hash(x)=146711430)
|
| 239 |
+
1970 train 4.306789 (lr=9.3132e-04) (hash(x)=152180946)
|
| 240 |
+
1980 train 4.429000 (lr=9.3041e-04) (hash(x)=155542268)
|
| 241 |
+
1990 train 4.402015 (lr=9.2949e-04) (hash(x)=144668660)
|
| 242 |
+
2000 val loss 4.4776
|
| 243 |
+
2000 val perplexity 88.0232
|
| 244 |
+
2000 train 4.471121 (lr=9.2856e-04) (hash(x)=151963443)
|
| 245 |
+
2010 train 4.462688 (lr=9.2763e-04) (hash(x)=150810352)
|
| 246 |
+
2020 train 4.476783 (lr=9.2670e-04) (hash(x)=157539832)
|
| 247 |
+
2030 train 4.685014 (lr=9.2576e-04) (hash(x)=137858786)
|
| 248 |
+
2040 train 4.424544 (lr=9.2481e-04) (hash(x)=154270900)
|
| 249 |
+
2050 train 4.281589 (lr=9.2386e-04) (hash(x)=156252579)
|
| 250 |
+
2060 train 4.213714 (lr=9.2291e-04) (hash(x)=143285549)
|
| 251 |
+
2070 train 4.431551 (lr=9.2195e-04) (hash(x)=150542438)
|
| 252 |
+
2080 train 4.336223 (lr=9.2098e-04) (hash(x)=146290330)
|
| 253 |
+
2090 train 4.430391 (lr=9.2001e-04) (hash(x)=146486756)
|
| 254 |
+
2100 val loss 4.5100
|
| 255 |
+
2100 val perplexity 90.9222
|
| 256 |
+
2100 train 4.444623 (lr=9.1903e-04) (hash(x)=162947470)
|
| 257 |
+
2110 train 4.343028 (lr=9.1804e-04) (hash(x)=150305391)
|
| 258 |
+
2120 train 4.503345 (lr=9.1706e-04) (hash(x)=156452783)
|
| 259 |
+
2130 train 4.471503 (lr=9.1606e-04) (hash(x)=167481875)
|
| 260 |
+
2140 train 4.451882 (lr=9.1506e-04) (hash(x)=141782256)
|
| 261 |
+
2150 train 4.479333 (lr=9.1406e-04) (hash(x)=145035419)
|
| 262 |
+
2160 train 4.539510 (lr=9.1305e-04) (hash(x)=142000400)
|
| 263 |
+
2170 train 4.499580 (lr=9.1203e-04) (hash(x)=144229380)
|
| 264 |
+
2180 train 4.538344 (lr=9.1101e-04) (hash(x)=166204176)
|
| 265 |
+
2190 train 4.466153 (lr=9.0999e-04) (hash(x)=150712057)
|
| 266 |
+
2200 val loss 4.4407
|
| 267 |
+
2200 val perplexity 84.8354
|
| 268 |
+
2200 train 4.350904 (lr=9.0896e-04) (hash(x)=154954810)
|
| 269 |
+
2210 train 4.556060 (lr=9.0792e-04) (hash(x)=155668760)
|
| 270 |
+
2220 train 4.387053 (lr=9.0688e-04) (hash(x)=144834708)
|
| 271 |
+
2230 train 4.372379 (lr=9.0583e-04) (hash(x)=159744566)
|
| 272 |
+
2240 train 4.333399 (lr=9.0478e-04) (hash(x)=158543377)
|
| 273 |
+
2250 train 4.347370 (lr=9.0372e-04) (hash(x)=151004281)
|
| 274 |
+
2260 train 4.452578 (lr=9.0266e-04) (hash(x)=151242482)
|
| 275 |
+
2270 train 4.407653 (lr=9.0160e-04) (hash(x)=152056559)
|
| 276 |
+
2280 train 4.338912 (lr=9.0052e-04) (hash(x)=148864076)
|
| 277 |
+
2290 train 4.462305 (lr=8.9945e-04) (hash(x)=144294586)
|
| 278 |
+
2300 val loss 4.4286
|
| 279 |
+
2300 val perplexity 83.8182
|
| 280 |
+
2300 train 4.360404 (lr=8.9836e-04) (hash(x)=151878111)
|
| 281 |
+
2310 train 4.373468 (lr=8.9728e-04) (hash(x)=154139457)
|
| 282 |
+
2320 train 4.304017 (lr=8.9618e-04) (hash(x)=155571592)
|
| 283 |
+
2330 train 4.348658 (lr=8.9509e-04) (hash(x)=154823764)
|
| 284 |
+
2340 train 4.401985 (lr=8.9398e-04) (hash(x)=153252177)
|
| 285 |
+
2350 train 4.333295 (lr=8.9288e-04) (hash(x)=136051830)
|
| 286 |
+
2360 train 4.380826 (lr=8.9177e-04) (hash(x)=153814175)
|
| 287 |
+
2370 train 4.379656 (lr=8.9065e-04) (hash(x)=146391078)
|
| 288 |
+
2380 train 4.344494 (lr=8.8953e-04) (hash(x)=150782698)
|
| 289 |
+
2390 train 4.415199 (lr=8.8840e-04) (hash(x)=142752256)
|
| 290 |
+
2400 val loss 4.4453
|
| 291 |
+
2400 val perplexity 85.2293
|
| 292 |
+
2400 train 4.326324 (lr=8.8727e-04) (hash(x)=158661057)
|
| 293 |
+
2410 train 4.400020 (lr=8.8613e-04) (hash(x)=153611303)
|
| 294 |
+
2420 train 4.565821 (lr=8.8499e-04) (hash(x)=159508684)
|
| 295 |
+
2430 train 4.362583 (lr=8.8384e-04) (hash(x)=149501192)
|
| 296 |
+
2440 train 4.028908 (lr=8.8269e-04) (hash(x)=181177177)
|
| 297 |
+
2450 train 4.490774 (lr=8.8153e-04) (hash(x)=163664732)
|
| 298 |
+
2460 train 4.172308 (lr=8.8037e-04) (hash(x)=194527955)
|
| 299 |
+
2470 train 4.407909 (lr=8.7921e-04) (hash(x)=158088521)
|
| 300 |
+
2480 train 4.361482 (lr=8.7804e-04) (hash(x)=152865678)
|
| 301 |
+
2490 train 4.341998 (lr=8.7686e-04) (hash(x)=165703871)
|
| 302 |
+
2500 val loss 4.3880
|
| 303 |
+
2500 val perplexity 80.4791
|
| 304 |
+
2500 train 4.437636 (lr=8.7568e-04) (hash(x)=150925584)
|
| 305 |
+
2510 train 4.341842 (lr=8.7450e-04) (hash(x)=144406177)
|
| 306 |
+
2520 train 4.242796 (lr=8.7331e-04) (hash(x)=120133043)
|
| 307 |
+
2530 train 4.428564 (lr=8.7211e-04) (hash(x)=167900247)
|
| 308 |
+
2540 train 4.319814 (lr=8.7091e-04) (hash(x)=162599203)
|
| 309 |
+
2550 train 4.384484 (lr=8.6971e-04) (hash(x)=149328180)
|
| 310 |
+
2560 train 4.279142 (lr=8.6850e-04) (hash(x)=150049968)
|
| 311 |
+
2570 train 4.414873 (lr=8.6729e-04) (hash(x)=162876159)
|
| 312 |
+
2580 train 4.240511 (lr=8.6607e-04) (hash(x)=148260649)
|
| 313 |
+
2590 train 4.378955 (lr=8.6485e-04) (hash(x)=148998018)
|
| 314 |
+
2600 val loss 4.3753
|
| 315 |
+
2600 val perplexity 79.4674
|
| 316 |
+
2600 train 4.295646 (lr=8.6362e-04) (hash(x)=144515755)
|
| 317 |
+
2610 train 4.407104 (lr=8.6239e-04) (hash(x)=154455224)
|
| 318 |
+
2620 train 4.211033 (lr=8.6116e-04) (hash(x)=142920048)
|
| 319 |
+
2630 train 4.371943 (lr=8.5991e-04) (hash(x)=143931236)
|
| 320 |
+
2640 train 4.218086 (lr=8.5867e-04) (hash(x)=150983323)
|
| 321 |
+
2650 train 4.323412 (lr=8.5742e-04) (hash(x)=139360405)
|
| 322 |
+
2660 train 4.238265 (lr=8.5617e-04) (hash(x)=148850470)
|
| 323 |
+
2670 train 4.488311 (lr=8.5491e-04) (hash(x)=149929606)
|
| 324 |
+
2680 train 4.462916 (lr=8.5365e-04) (hash(x)=151673000)
|
| 325 |
+
2690 train 4.339820 (lr=8.5238e-04) (hash(x)=140631266)
|
| 326 |
+
2700 val loss 4.3727
|
| 327 |
+
2700 val perplexity 79.2608
|
| 328 |
+
2700 train 4.316209 (lr=8.5111e-04) (hash(x)=153109144)
|
| 329 |
+
2710 train 4.193799 (lr=8.4983e-04) (hash(x)=135332836)
|
| 330 |
+
2720 train 4.560100 (lr=8.4855e-04) (hash(x)=131611182)
|
| 331 |
+
2730 train 4.389001 (lr=8.4727e-04) (hash(x)=142909388)
|
| 332 |
+
2740 train 4.416577 (lr=8.4598e-04) (hash(x)=145593419)
|
| 333 |
+
2750 train 4.301349 (lr=8.4469e-04) (hash(x)=158225769)
|
| 334 |
+
2760 train 4.282790 (lr=8.4339e-04) (hash(x)=170509938)
|
| 335 |
+
2770 train 4.296576 (lr=8.4209e-04) (hash(x)=150785805)
|
| 336 |
+
2780 train 4.239909 (lr=8.4078e-04) (hash(x)=167281736)
|
| 337 |
+
2790 train 4.426344 (lr=8.3947e-04) (hash(x)=161660187)
|
| 338 |
+
2800 val loss 4.3486
|
| 339 |
+
2800 val perplexity 77.3725
|
| 340 |
+
2800 train 4.388307 (lr=8.3816e-04) (hash(x)=151152897)
|
| 341 |
+
2810 train 4.354566 (lr=8.3684e-04) (hash(x)=143172067)
|
| 342 |
+
2820 train 4.360189 (lr=8.3552e-04) (hash(x)=141569169)
|
| 343 |
+
2830 train 4.238786 (lr=8.3419e-04) (hash(x)=159709681)
|
| 344 |
+
2840 train 4.297164 (lr=8.3286e-04) (hash(x)=162552294)
|
| 345 |
+
2850 train 4.420930 (lr=8.3153e-04) (hash(x)=146762690)
|
| 346 |
+
2860 train 4.291400 (lr=8.3019e-04) (hash(x)=145729422)
|
| 347 |
+
2870 train 4.368289 (lr=8.2884e-04) (hash(x)=144360628)
|
| 348 |
+
2880 train 4.180243 (lr=8.2750e-04) (hash(x)=147737098)
|
| 349 |
+
2890 train 4.290162 (lr=8.2615e-04) (hash(x)=146849057)
|
| 350 |
+
2900 val loss 4.3312
|
| 351 |
+
2900 val perplexity 76.0368
|
| 352 |
+
2900 train 4.356330 (lr=8.2479e-04) (hash(x)=145800210)
|
| 353 |
+
2910 train 4.157279 (lr=8.2343e-04) (hash(x)=147316313)
|
| 354 |
+
2920 train 4.212349 (lr=8.2207e-04) (hash(x)=152595415)
|
| 355 |
+
2930 train 4.374985 (lr=8.2070e-04) (hash(x)=156542647)
|
| 356 |
+
2940 train 4.230096 (lr=8.1933e-04) (hash(x)=141183896)
|
| 357 |
+
2950 train 4.326154 (lr=8.1796e-04) (hash(x)=156329036)
|
| 358 |
+
2960 train 4.371807 (lr=8.1658e-04) (hash(x)=156717793)
|
| 359 |
+
2970 train 4.235094 (lr=8.1520e-04) (hash(x)=143949931)
|
| 360 |
+
2980 train 4.295004 (lr=8.1381e-04) (hash(x)=155067290)
|
| 361 |
+
2990 train 4.271433 (lr=8.1242e-04) (hash(x)=148774729)
|
| 362 |
+
3000 val loss 4.3486
|
| 363 |
+
3000 val perplexity 77.3713
|
| 364 |
+
3000 train 4.255401 (lr=8.1103e-04) (hash(x)=141997485)
|
| 365 |
+
3010 train 4.226521 (lr=8.0963e-04) (hash(x)=160762953)
|
| 366 |
+
3020 train 4.178299 (lr=8.0823e-04) (hash(x)=170341665)
|
| 367 |
+
3030 train 4.448976 (lr=8.0682e-04) (hash(x)=150722836)
|
| 368 |
+
3040 train 4.251589 (lr=8.0541e-04) (hash(x)=154243307)
|
| 369 |
+
3050 train 4.290366 (lr=8.0400e-04) (hash(x)=146077234)
|
| 370 |
+
3060 train 4.247835 (lr=8.0258e-04) (hash(x)=152125542)
|
| 371 |
+
3070 train 4.425954 (lr=8.0116e-04) (hash(x)=144149387)
|
| 372 |
+
3080 train 4.249808 (lr=7.9974e-04) (hash(x)=147508712)
|
| 373 |
+
3090 train 4.245219 (lr=7.9831e-04) (hash(x)=143583369)
|
| 374 |
+
3100 val loss 4.3018
|
| 375 |
+
3100 val perplexity 73.8333
|
| 376 |
+
3100 train 4.277176 (lr=7.9688e-04) (hash(x)=154049740)
|
| 377 |
+
3110 train 4.332026 (lr=7.9545e-04) (hash(x)=147054835)
|
| 378 |
+
3120 train 4.321158 (lr=7.9401e-04) (hash(x)=152468568)
|
| 379 |
+
3130 train 4.269117 (lr=7.9257e-04) (hash(x)=151635194)
|
| 380 |
+
3140 train 4.232862 (lr=7.9112e-04) (hash(x)=150396274)
|
| 381 |
+
3150 train 4.293002 (lr=7.8967e-04) (hash(x)=141306267)
|
| 382 |
+
3160 train 4.233846 (lr=7.8822e-04) (hash(x)=151110762)
|
| 383 |
+
3170 train 4.314668 (lr=7.8677e-04) (hash(x)=146518875)
|
| 384 |
+
3180 train 4.193670 (lr=7.8531e-04) (hash(x)=139914401)
|
| 385 |
+
3190 train 4.204021 (lr=7.8384e-04) (hash(x)=161631880)
|
| 386 |
+
3200 val loss 4.3186
|
| 387 |
+
3200 val perplexity 75.0807
|
| 388 |
+
3200 train 4.234648 (lr=7.8238e-04) (hash(x)=150471842)
|
| 389 |
+
3210 train 4.292208 (lr=7.8091e-04) (hash(x)=147355138)
|
| 390 |
+
3220 train 4.092046 (lr=7.7944e-04) (hash(x)=138879678)
|
| 391 |
+
3230 train 4.186282 (lr=7.7796e-04) (hash(x)=123929679)
|
| 392 |
+
3240 train 4.252555 (lr=7.7648e-04) (hash(x)=157263734)
|
| 393 |
+
3250 train 4.279626 (lr=7.7500e-04) (hash(x)=148065539)
|
| 394 |
+
3260 train 4.193232 (lr=7.7351e-04) (hash(x)=138020742)
|
| 395 |
+
3270 train 4.056885 (lr=7.7203e-04) (hash(x)=142053611)
|
| 396 |
+
3280 train 4.216621 (lr=7.7053e-04) (hash(x)=155444784)
|
| 397 |
+
3290 train 4.045831 (lr=7.6904e-04) (hash(x)=148500315)
|
| 398 |
+
3300 val loss 4.3095
|
| 399 |
+
3300 val perplexity 74.3999
|
| 400 |
+
3300 train 4.276546 (lr=7.6754e-04) (hash(x)=149048126)
|
| 401 |
+
3310 train 4.225118 (lr=7.6604e-04) (hash(x)=141680674)
|
| 402 |
+
3320 train 4.163364 (lr=7.6453e-04) (hash(x)=143310642)
|
| 403 |
+
3330 train 4.281623 (lr=7.6303e-04) (hash(x)=149891496)
|
| 404 |
+
3340 train 4.224004 (lr=7.6151e-04) (hash(x)=151244609)
|
| 405 |
+
3350 train 4.233478 (lr=7.6000e-04) (hash(x)=157158479)
|
| 406 |
+
3360 train 4.099353 (lr=7.5848e-04) (hash(x)=151709876)
|
| 407 |
+
3370 train 4.244702 (lr=7.5696e-04) (hash(x)=145297090)
|
| 408 |
+
3380 train 4.266629 (lr=7.5544e-04) (hash(x)=154767881)
|
| 409 |
+
3390 train 4.237964 (lr=7.5391e-04) (hash(x)=152600366)
|
| 410 |
+
3400 val loss 4.2854
|
| 411 |
+
3400 val perplexity 72.6321
|
| 412 |
+
3400 train 4.468420 (lr=7.5238e-04) (hash(x)=161261339)
|
| 413 |
+
3410 train 4.223356 (lr=7.5085e-04) (hash(x)=146859162)
|
| 414 |
+
3420 train 4.321335 (lr=7.4932e-04) (hash(x)=149276224)
|
| 415 |
+
3430 train 4.335219 (lr=7.4778e-04) (hash(x)=155866933)
|
| 416 |
+
3440 train 4.199460 (lr=7.4624e-04) (hash(x)=143191904)
|
| 417 |
+
3450 train 4.418814 (lr=7.4470e-04) (hash(x)=156910661)
|
| 418 |
+
3460 train 4.210780 (lr=7.4315e-04) (hash(x)=140850879)
|
| 419 |
+
3470 train 4.429366 (lr=7.4160e-04) (hash(x)=162140445)
|
| 420 |
+
3480 train 4.176719 (lr=7.4005e-04) (hash(x)=145607495)
|
| 421 |
+
3490 train 4.186519 (lr=7.3849e-04) (hash(x)=152496121)
|
| 422 |
+
3500 val loss 4.2784
|
| 423 |
+
3500 val perplexity 72.1230
|
| 424 |
+
3500 train 4.154493 (lr=7.3694e-04) (hash(x)=157495564)
|
| 425 |
+
3510 train 4.277784 (lr=7.3538e-04) (hash(x)=147657004)
|
| 426 |
+
3520 train 4.247444 (lr=7.3381e-04) (hash(x)=152978060)
|
| 427 |
+
3530 train 4.184846 (lr=7.3225e-04) (hash(x)=146800180)
|
| 428 |
+
3540 train 4.257003 (lr=7.3068e-04) (hash(x)=195450444)
|
| 429 |
+
3550 train 4.246735 (lr=7.2911e-04) (hash(x)=151114129)
|
| 430 |
+
3560 train 4.221786 (lr=7.2754e-04) (hash(x)=143833190)
|
| 431 |
+
3570 train 4.031631 (lr=7.2596e-04) (hash(x)=146039971)
|
| 432 |
+
3580 train 4.094244 (lr=7.2438e-04) (hash(x)=145172249)
|
| 433 |
+
3590 train 4.014417 (lr=7.2280e-04) (hash(x)=159164125)
|
| 434 |
+
3600 val loss 4.2801
|
| 435 |
+
3600 val perplexity 72.2507
|
| 436 |
+
3600 train 4.260633 (lr=7.2122e-04) (hash(x)=144352932)
|
| 437 |
+
3610 train 4.219941 (lr=7.1963e-04) (hash(x)=150550670)
|
| 438 |
+
3620 train 4.349569 (lr=7.1804e-04) (hash(x)=147170125)
|
| 439 |
+
3630 train 4.147399 (lr=7.1645e-04) (hash(x)=139473935)
|
| 440 |
+
3640 train 4.138421 (lr=7.1486e-04) (hash(x)=159294424)
|
| 441 |
+
3650 train 4.264631 (lr=7.1326e-04) (hash(x)=145943278)
|
| 442 |
+
3660 train 4.317642 (lr=7.1167e-04) (hash(x)=141647872)
|
| 443 |
+
3670 train 4.288270 (lr=7.1007e-04) (hash(x)=147109351)
|
| 444 |
+
3680 train 4.315784 (lr=7.0846e-04) (hash(x)=140683368)
|
| 445 |
+
3690 train 4.227759 (lr=7.0686e-04) (hash(x)=156276284)
|
| 446 |
+
3700 val loss 4.2595
|
| 447 |
+
3700 val perplexity 70.7721
|
| 448 |
+
3700 train 4.169581 (lr=7.0525e-04) (hash(x)=149389012)
|
| 449 |
+
3710 train 4.305984 (lr=7.0364e-04) (hash(x)=142107929)
|
| 450 |
+
3720 train 4.278129 (lr=7.0203e-04) (hash(x)=147828843)
|
| 451 |
+
3730 train 4.345847 (lr=7.0041e-04) (hash(x)=141784679)
|
| 452 |
+
3740 train 4.246113 (lr=6.9880e-04) (hash(x)=153375464)
|
| 453 |
+
3750 train 4.180670 (lr=6.9718e-04) (hash(x)=153716001)
|
| 454 |
+
3760 train 4.151164 (lr=6.9556e-04) (hash(x)=146848822)
|
| 455 |
+
3770 train 4.106029 (lr=6.9394e-04) (hash(x)=148396782)
|
| 456 |
+
3780 train 4.175367 (lr=6.9231e-04) (hash(x)=153563244)
|
| 457 |
+
3790 train 4.089706 (lr=6.9069e-04) (hash(x)=160808734)
|
| 458 |
+
3800 val loss 4.2536
|
| 459 |
+
3800 val perplexity 70.3566
|
| 460 |
+
3800 train 4.278991 (lr=6.8906e-04) (hash(x)=146607620)
|
| 461 |
+
3810 train 4.245387 (lr=6.8743e-04) (hash(x)=152580677)
|
| 462 |
+
3820 train 4.593886 (lr=6.8579e-04) (hash(x)=144860879)
|
| 463 |
+
3830 train 4.261201 (lr=6.8416e-04) (hash(x)=162099851)
|
| 464 |
+
3840 train 4.222744 (lr=6.8252e-04) (hash(x)=159506855)
|
| 465 |
+
3850 train 4.146121 (lr=6.8088e-04) (hash(x)=140022686)
|
| 466 |
+
3860 train 4.216559 (lr=6.7924e-04) (hash(x)=152137850)
|
| 467 |
+
3870 train 4.335166 (lr=6.7760e-04) (hash(x)=142666785)
|
| 468 |
+
3880 train 4.191841 (lr=6.7596e-04) (hash(x)=148285868)
|
| 469 |
+
3890 train 4.148168 (lr=6.7431e-04) (hash(x)=147910067)
|
| 470 |
+
3900 val loss 4.2526
|
| 471 |
+
3900 val perplexity 70.2888
|
| 472 |
+
3900 train 4.186025 (lr=6.7266e-04) (hash(x)=143754617)
|
| 473 |
+
3910 train 4.177444 (lr=6.7101e-04) (hash(x)=154779949)
|
| 474 |
+
3920 train 4.016380 (lr=6.6936e-04) (hash(x)=137824061)
|
| 475 |
+
3930 train 4.003213 (lr=6.6771e-04) (hash(x)=136933373)
|
| 476 |
+
3940 train 4.077132 (lr=6.6605e-04) (hash(x)=164054337)
|
| 477 |
+
3950 train 4.247558 (lr=6.6440e-04) (hash(x)=155752984)
|
| 478 |
+
3960 train 4.388119 (lr=6.6274e-04) (hash(x)=160957673)
|
| 479 |
+
3970 train 4.258029 (lr=6.6108e-04) (hash(x)=157158690)
|
| 480 |
+
3980 train 4.255326 (lr=6.5942e-04) (hash(x)=153282027)
|
| 481 |
+
3990 train 4.288346 (lr=6.5776e-04) (hash(x)=152183510)
|
| 482 |
+
4000 val loss 4.2270
|
| 483 |
+
4000 val perplexity 68.5134
|
| 484 |
+
4000 train 4.180590 (lr=6.5609e-04) (hash(x)=156930722)
|
| 485 |
+
4010 train 4.172881 (lr=6.5443e-04) (hash(x)=150798740)
|
| 486 |
+
4020 train 4.375155 (lr=6.5276e-04) (hash(x)=142632400)
|
| 487 |
+
4030 train 4.284159 (lr=6.5109e-04) (hash(x)=173326287)
|
| 488 |
+
4040 train 4.190619 (lr=6.4942e-04) (hash(x)=128797443)
|
| 489 |
+
4050 train 4.174573 (lr=6.4775e-04) (hash(x)=146937792)
|
| 490 |
+
4060 train 4.276099 (lr=6.4607e-04) (hash(x)=164579030)
|
| 491 |
+
4070 train 4.145974 (lr=6.4440e-04) (hash(x)=149459820)
|
| 492 |
+
4080 train 4.116166 (lr=6.4272e-04) (hash(x)=160159595)
|
| 493 |
+
4090 train 4.056788 (lr=6.4104e-04) (hash(x)=141507853)
|
| 494 |
+
4100 val loss 4.2242
|
| 495 |
+
4100 val perplexity 68.3175
|
| 496 |
+
4100 train 4.194366 (lr=6.3937e-04) (hash(x)=147500519)
|
| 497 |
+
4110 train 4.166648 (lr=6.3769e-04) (hash(x)=153297081)
|
| 498 |
+
4120 train 4.184754 (lr=6.3600e-04) (hash(x)=142560288)
|
| 499 |
+
4130 train 4.195542 (lr=6.3432e-04) (hash(x)=153380118)
|
| 500 |
+
4140 train 4.094168 (lr=6.3264e-04) (hash(x)=143150720)
|
| 501 |
+
4150 train 4.140769 (lr=6.3095e-04) (hash(x)=143459564)
|
| 502 |
+
4160 train 4.170622 (lr=6.2927e-04) (hash(x)=153955741)
|
| 503 |
+
4170 train 4.278394 (lr=6.2758e-04) (hash(x)=152199253)
|
| 504 |
+
4180 train 4.050327 (lr=6.2589e-04) (hash(x)=165957668)
|
| 505 |
+
4190 train 4.083230 (lr=6.2420e-04) (hash(x)=144866923)
|
| 506 |
+
4200 val loss 4.2319
|
| 507 |
+
4200 val perplexity 68.8452
|
| 508 |
+
4200 train 4.104544 (lr=6.2251e-04) (hash(x)=143232237)
|
| 509 |
+
4210 train 4.010940 (lr=6.2082e-04) (hash(x)=151907163)
|
| 510 |
+
4220 train 4.124260 (lr=6.1913e-04) (hash(x)=145917587)
|
| 511 |
+
4230 train 3.952652 (lr=6.1743e-04) (hash(x)=147258846)
|
| 512 |
+
4240 train 4.105657 (lr=6.1574e-04) (hash(x)=143449843)
|
| 513 |
+
4250 train 4.060256 (lr=6.1404e-04) (hash(x)=184883715)
|
| 514 |
+
4260 train 4.169207 (lr=6.1235e-04) (hash(x)=156958761)
|
| 515 |
+
4270 train 4.229846 (lr=6.1065e-04) (hash(x)=168870544)
|
| 516 |
+
4280 train 4.167910 (lr=6.0895e-04) (hash(x)=179446735)
|
| 517 |
+
4290 train 4.208668 (lr=6.0725e-04) (hash(x)=145649386)
|
| 518 |
+
4300 val loss 4.2156
|
| 519 |
+
4300 val perplexity 67.7360
|
| 520 |
+
4300 train 4.049536 (lr=6.0555e-04) (hash(x)=146811670)
|
| 521 |
+
4310 train 4.318284 (lr=6.0385e-04) (hash(x)=151907075)
|
| 522 |
+
4320 train 4.123010 (lr=6.0215e-04) (hash(x)=138628365)
|
| 523 |
+
4330 train 4.179041 (lr=6.0044e-04) (hash(x)=151608240)
|
| 524 |
+
4340 train 4.113474 (lr=5.9874e-04) (hash(x)=160111319)
|
| 525 |
+
4350 train 4.262730 (lr=5.9704e-04) (hash(x)=144958652)
|
| 526 |
+
4360 train 4.048933 (lr=5.9533e-04) (hash(x)=149176222)
|
| 527 |
+
4370 train 4.167891 (lr=5.9363e-04) (hash(x)=216221371)
|
| 528 |
+
4380 train 4.053754 (lr=5.9192e-04) (hash(x)=141760648)
|
| 529 |
+
4390 train 4.141736 (lr=5.9022e-04) (hash(x)=151710283)
|
| 530 |
+
4400 val loss 4.2072
|
| 531 |
+
4400 val perplexity 67.1702
|
| 532 |
+
4400 train 4.262396 (lr=5.8851e-04) (hash(x)=158418746)
|
| 533 |
+
4410 train 4.116519 (lr=5.8680e-04) (hash(x)=142331301)
|
| 534 |
+
4420 train 4.200625 (lr=5.8509e-04) (hash(x)=146507180)
|
| 535 |
+
4430 train 4.288577 (lr=5.8338e-04) (hash(x)=166506937)
|
| 536 |
+
4440 train 4.235051 (lr=5.8168e-04) (hash(x)=151209447)
|
| 537 |
+
4450 train 4.189605 (lr=5.7997e-04) (hash(x)=149186822)
|
| 538 |
+
4460 train 4.179647 (lr=5.7826e-04) (hash(x)=144348412)
|
| 539 |
+
4470 train 4.061388 (lr=5.7655e-04) (hash(x)=156494284)
|
| 540 |
+
4480 train 4.096772 (lr=5.7483e-04) (hash(x)=147238744)
|
| 541 |
+
4490 train 4.044040 (lr=5.7312e-04) (hash(x)=150746185)
|
| 542 |
+
4500 val loss 4.1989
|
| 543 |
+
4500 val perplexity 66.6114
|
| 544 |
+
4500 train 4.132852 (lr=5.7141e-04) (hash(x)=156695778)
|
| 545 |
+
4510 train 3.977368 (lr=5.6970e-04) (hash(x)=135988958)
|
| 546 |
+
4520 train 4.147857 (lr=5.6799e-04) (hash(x)=148272110)
|
| 547 |
+
4530 train 4.066222 (lr=5.6628e-04) (hash(x)=136459794)
|
| 548 |
+
4540 train 4.100253 (lr=5.6456e-04) (hash(x)=147624954)
|
| 549 |
+
4550 train 4.101744 (lr=5.6285e-04) (hash(x)=154947199)
|
| 550 |
+
4560 train 4.159940 (lr=5.6114e-04) (hash(x)=147869166)
|
| 551 |
+
4570 train 4.005948 (lr=5.5942e-04) (hash(x)=148415463)
|
| 552 |
+
4580 train 4.176423 (lr=5.5771e-04) (hash(x)=152104066)
|
| 553 |
+
4590 train 4.076147 (lr=5.5600e-04) (hash(x)=147060040)
|
| 554 |
+
4600 val loss 4.1945
|
| 555 |
+
4600 val perplexity 66.3221
|
| 556 |
+
4600 train 4.146423 (lr=5.5428e-04) (hash(x)=147791497)
|
| 557 |
+
4610 train 4.336831 (lr=5.5257e-04) (hash(x)=155595556)
|
| 558 |
+
4620 train 4.195645 (lr=5.5086e-04) (hash(x)=147178858)
|
| 559 |
+
4630 train 4.240558 (lr=5.4914e-04) (hash(x)=152617112)
|
| 560 |
+
4640 train 4.242253 (lr=5.4743e-04) (hash(x)=161766869)
|
| 561 |
+
4650 train 4.226777 (lr=5.4572e-04) (hash(x)=158075561)
|
| 562 |
+
4660 train 4.267192 (lr=5.4400e-04) (hash(x)=145360002)
|
| 563 |
+
4670 train 4.145252 (lr=5.4229e-04) (hash(x)=144538791)
|
| 564 |
+
4680 train 4.180242 (lr=5.4058e-04) (hash(x)=142711273)
|
| 565 |
+
4690 train 4.336369 (lr=5.3886e-04) (hash(x)=193907362)
|
| 566 |
+
4700 val loss 4.1767
|
| 567 |
+
4700 val perplexity 65.1504
|
| 568 |
+
4700 train 4.147245 (lr=5.3715e-04) (hash(x)=155533088)
|
| 569 |
+
4710 train 4.107145 (lr=5.3544e-04) (hash(x)=148618528)
|
| 570 |
+
4720 train 4.205025 (lr=5.3372e-04) (hash(x)=150502624)
|
| 571 |
+
4730 train 4.084304 (lr=5.3201e-04) (hash(x)=189205847)
|
| 572 |
+
4740 train 4.141030 (lr=5.3030e-04) (hash(x)=167322800)
|
| 573 |
+
4750 train 4.257555 (lr=5.2859e-04) (hash(x)=162169095)
|
| 574 |
+
4760 train 3.963910 (lr=5.2688e-04) (hash(x)=143459469)
|
| 575 |
+
4770 train 4.046522 (lr=5.2517e-04) (hash(x)=144386593)
|
| 576 |
+
4780 train 4.002884 (lr=5.2345e-04) (hash(x)=143721184)
|
| 577 |
+
4790 train 4.080467 (lr=5.2174e-04) (hash(x)=146077222)
|
| 578 |
+
4800 val loss 4.1806
|
| 579 |
+
4800 val perplexity 65.4067
|
| 580 |
+
4800 train 4.048178 (lr=5.2003e-04) (hash(x)=138350044)
|
| 581 |
+
4810 train 4.061075 (lr=5.1832e-04) (hash(x)=154960112)
|
| 582 |
+
4820 train 3.965194 (lr=5.1662e-04) (hash(x)=146950685)
|
| 583 |
+
4830 train 3.966438 (lr=5.1491e-04) (hash(x)=140224554)
|
| 584 |
+
4840 train 3.966837 (lr=5.1320e-04) (hash(x)=156640495)
|
| 585 |
+
4850 train 4.174580 (lr=5.1149e-04) (hash(x)=153409150)
|
| 586 |
+
4860 train 4.092710 (lr=5.0978e-04) (hash(x)=151647700)
|
| 587 |
+
4870 train 4.488494 (lr=5.0808e-04) (hash(x)=155465603)
|
| 588 |
+
4880 train 4.327782 (lr=5.0637e-04) (hash(x)=153404400)
|
| 589 |
+
4890 train 4.213738 (lr=5.0467e-04) (hash(x)=170409281)
|
| 590 |
+
4900 val loss 4.1646
|
| 591 |
+
4900 val perplexity 64.3662
|
| 592 |
+
4900 train 4.082214 (lr=5.0296e-04) (hash(x)=143735284)
|
| 593 |
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4910 train 4.218872 (lr=5.0126e-04) (hash(x)=150784329)
|
| 594 |
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4920 train 4.109700 (lr=4.9956e-04) (hash(x)=152353574)
|
| 595 |
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4930 train 4.063162 (lr=4.9785e-04) (hash(x)=152677008)
|
| 596 |
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4940 train 4.131150 (lr=4.9615e-04) (hash(x)=140553861)
|
| 597 |
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4950 train 4.227722 (lr=4.9445e-04) (hash(x)=152869181)
|
| 598 |
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4960 train 4.180067 (lr=4.9275e-04) (hash(x)=153011079)
|
| 599 |
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4970 train 4.124014 (lr=4.9105e-04) (hash(x)=152796617)
|
| 600 |
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4980 train 4.247788 (lr=4.8935e-04) (hash(x)=146868417)
|
| 601 |
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4990 train 4.129405 (lr=4.8765e-04) (hash(x)=140168188)
|
| 602 |
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5000 val loss 4.1535
|
| 603 |
+
5000 val perplexity 63.6584
|
| 604 |
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5000 train 4.106555 (lr=4.8596e-04) (hash(x)=154976463)
|
| 605 |
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5010 train 4.165233 (lr=4.8426e-04) (hash(x)=148582690)
|
| 606 |
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5020 train 4.170747 (lr=4.8257e-04) (hash(x)=166715464)
|
| 607 |
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5030 train 4.138124 (lr=4.8087e-04) (hash(x)=150616397)
|
| 608 |
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5040 train 4.192421 (lr=4.7918e-04) (hash(x)=150775548)
|
| 609 |
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5050 train 4.169790 (lr=4.7749e-04) (hash(x)=150575367)
|
| 610 |
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5060 train 4.093499 (lr=4.7580e-04) (hash(x)=152352082)
|
| 611 |
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5070 train 4.132263 (lr=4.7411e-04) (hash(x)=150269272)
|
| 612 |
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5080 train 4.189360 (lr=4.7242e-04) (hash(x)=146499361)
|
| 613 |
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5090 train 3.883502 (lr=4.7073e-04) (hash(x)=148734454)
|
| 614 |
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5100 val loss 4.1571
|
| 615 |
+
5100 val perplexity 63.8880
|
| 616 |
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5100 train 4.059271 (lr=4.6905e-04) (hash(x)=149894982)
|
| 617 |
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5110 train 4.108232 (lr=4.6736e-04) (hash(x)=154487751)
|
| 618 |
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5120 train 4.061627 (lr=4.6568e-04) (hash(x)=144169582)
|
| 619 |
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5130 train 4.036693 (lr=4.6400e-04) (hash(x)=152217630)
|
| 620 |
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5140 train 4.055055 (lr=4.6231e-04) (hash(x)=158233831)
|
| 621 |
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5150 train 4.126297 (lr=4.6063e-04) (hash(x)=142746426)
|
| 622 |
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5160 train 4.116474 (lr=4.5896e-04) (hash(x)=139184458)
|
| 623 |
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5170 train 4.203731 (lr=4.5728e-04) (hash(x)=140624857)
|
| 624 |
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5180 train 3.927008 (lr=4.5560e-04) (hash(x)=154107423)
|
| 625 |
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5190 train 3.860676 (lr=4.5393e-04) (hash(x)=144892610)
|
| 626 |
+
5200 val loss 4.1560
|
| 627 |
+
5200 val perplexity 63.8167
|
| 628 |
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5200 train 3.815462 (lr=4.5225e-04) (hash(x)=159326689)
|
| 629 |
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5210 train 3.981979 (lr=4.5058e-04) (hash(x)=151186017)
|
| 630 |
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5220 train 3.793216 (lr=4.4891e-04) (hash(x)=148996819)
|
| 631 |
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5230 train 3.739858 (lr=4.4724e-04) (hash(x)=150829917)
|
| 632 |
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5240 train 3.859729 (lr=4.4557e-04) (hash(x)=152758972)
|
| 633 |
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5250 train 3.819778 (lr=4.4391e-04) (hash(x)=154345903)
|
| 634 |
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5260 train 3.815678 (lr=4.4224e-04) (hash(x)=150134947)
|
| 635 |
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5270 train 3.912570 (lr=4.4058e-04) (hash(x)=149689310)
|
| 636 |
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5280 train 4.152149 (lr=4.3892e-04) (hash(x)=147662223)
|
| 637 |
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5290 train 4.207056 (lr=4.3726e-04) (hash(x)=165770608)
|
| 638 |
+
5300 val loss 4.1458
|
| 639 |
+
5300 val perplexity 63.1700
|
| 640 |
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5300 train 4.195957 (lr=4.3560e-04) (hash(x)=159484800)
|
| 641 |
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5310 train 4.226388 (lr=4.3395e-04) (hash(x)=152672536)
|
| 642 |
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5320 train 4.051078 (lr=4.3229e-04) (hash(x)=152728812)
|
| 643 |
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5330 train 3.997982 (lr=4.3064e-04) (hash(x)=152778685)
|
| 644 |
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5340 train 4.089240 (lr=4.2899e-04) (hash(x)=149818849)
|
| 645 |
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5350 train 4.021405 (lr=4.2734e-04) (hash(x)=168239739)
|
| 646 |
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5360 train 4.165332 (lr=4.2569e-04) (hash(x)=139859423)
|
| 647 |
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5370 train 3.985575 (lr=4.2404e-04) (hash(x)=139315327)
|
| 648 |
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5380 train 4.198783 (lr=4.2240e-04) (hash(x)=163068509)
|
| 649 |
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5390 train 4.158439 (lr=4.2076e-04) (hash(x)=147645415)
|
| 650 |
+
5400 val loss 4.1242
|
| 651 |
+
5400 val perplexity 61.8161
|
| 652 |
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5400 train 4.111883 (lr=4.1912e-04) (hash(x)=140385615)
|
| 653 |
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5410 train 3.975249 (lr=4.1748e-04) (hash(x)=151381862)
|
| 654 |
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5420 train 4.125394 (lr=4.1584e-04) (hash(x)=152445092)
|
| 655 |
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5430 train 4.139113 (lr=4.1421e-04) (hash(x)=142454479)
|
| 656 |
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5440 train 4.094466 (lr=4.1257e-04) (hash(x)=151308771)
|
| 657 |
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5450 train 3.944280 (lr=4.1094e-04) (hash(x)=150886070)
|
| 658 |
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5460 train 4.053824 (lr=4.0931e-04) (hash(x)=146080408)
|
| 659 |
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5470 train 4.073390 (lr=4.0769e-04) (hash(x)=149828857)
|
| 660 |
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5480 train 4.046815 (lr=4.0606e-04) (hash(x)=139922034)
|
| 661 |
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5490 train 3.990925 (lr=4.0444e-04) (hash(x)=150262276)
|
| 662 |
+
5500 val loss 4.1243
|
| 663 |
+
5500 val perplexity 61.8241
|
| 664 |
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5500 train 3.963853 (lr=4.0282e-04) (hash(x)=148498335)
|
| 665 |
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5510 train 4.076842 (lr=4.0120e-04) (hash(x)=157036224)
|
| 666 |
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5520 train 3.962531 (lr=3.9959e-04) (hash(x)=134093409)
|
| 667 |
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5530 train 3.989175 (lr=3.9797e-04) (hash(x)=153126250)
|
| 668 |
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5540 train 4.003644 (lr=3.9636e-04) (hash(x)=136170985)
|
| 669 |
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5550 train 3.976998 (lr=3.9475e-04) (hash(x)=152841201)
|
| 670 |
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5560 train 4.087109 (lr=3.9314e-04) (hash(x)=147439014)
|
| 671 |
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5570 train 3.999181 (lr=3.9154e-04) (hash(x)=143476132)
|
| 672 |
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5580 train 3.775414 (lr=3.8993e-04) (hash(x)=139503437)
|
| 673 |
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5590 train 3.820708 (lr=3.8833e-04) (hash(x)=131664955)
|
| 674 |
+
5600 val loss 4.1335
|
| 675 |
+
5600 val perplexity 62.3944
|
| 676 |
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5600 train 3.909602 (lr=3.8674e-04) (hash(x)=151907614)
|
| 677 |
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5610 train 3.796695 (lr=3.8514e-04) (hash(x)=157132674)
|
| 678 |
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5620 train 4.001199 (lr=3.8355e-04) (hash(x)=146793775)
|
| 679 |
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5630 train 3.942438 (lr=3.8196e-04) (hash(x)=147237910)
|
| 680 |
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5640 train 3.853781 (lr=3.8037e-04) (hash(x)=141120024)
|
| 681 |
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5650 train 3.825025 (lr=3.7878e-04) (hash(x)=144275645)
|
| 682 |
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5660 train 3.861953 (lr=3.7720e-04) (hash(x)=159088002)
|
| 683 |
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5670 train 3.917165 (lr=3.7562e-04) (hash(x)=147224479)
|
| 684 |
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5680 train 4.267145 (lr=3.7404e-04) (hash(x)=147208743)
|
| 685 |
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5690 train 4.067957 (lr=3.7246e-04) (hash(x)=154384701)
|
| 686 |
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5700 val loss 4.1267
|
| 687 |
+
5700 val perplexity 61.9720
|
| 688 |
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5700 train 4.101302 (lr=3.7089e-04) (hash(x)=155192267)
|
| 689 |
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5710 train 4.051077 (lr=3.6932e-04) (hash(x)=148458753)
|
| 690 |
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5720 train 4.148335 (lr=3.6775e-04) (hash(x)=159947204)
|
| 691 |
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5730 train 4.136127 (lr=3.6619e-04) (hash(x)=150746366)
|
| 692 |
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5740 train 4.134599 (lr=3.6462e-04) (hash(x)=155201884)
|
| 693 |
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5750 train 4.133183 (lr=3.6306e-04) (hash(x)=156432008)
|
| 694 |
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5760 train 4.117596 (lr=3.6151e-04) (hash(x)=185977746)
|
| 695 |
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5770 train 4.112559 (lr=3.5995e-04) (hash(x)=133620000)
|
| 696 |
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5780 train 4.124801 (lr=3.5840e-04) (hash(x)=153778044)
|
| 697 |
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5790 train 3.969269 (lr=3.5685e-04) (hash(x)=147713822)
|
| 698 |
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5800 val loss 4.1030
|
| 699 |
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5800 val perplexity 60.5221
|
| 700 |
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5800 train 4.123096 (lr=3.5530e-04) (hash(x)=153132158)
|
| 701 |
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5810 train 4.078139 (lr=3.5376e-04) (hash(x)=144293895)
|
| 702 |
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5820 train 4.060985 (lr=3.5222e-04) (hash(x)=151500590)
|
| 703 |
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5830 train 4.014638 (lr=3.5068e-04) (hash(x)=139308707)
|
| 704 |
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5840 train 4.131819 (lr=3.4915e-04) (hash(x)=153591278)
|
| 705 |
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5850 train 4.104186 (lr=3.4762e-04) (hash(x)=146077037)
|
| 706 |
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5860 train 4.064821 (lr=3.4609e-04) (hash(x)=149160733)
|
| 707 |
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5870 train 4.048395 (lr=3.4456e-04) (hash(x)=138482476)
|
| 708 |
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5880 train 4.062891 (lr=3.4304e-04) (hash(x)=152173137)
|
| 709 |
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5890 train 4.037019 (lr=3.4152e-04) (hash(x)=142387057)
|
| 710 |
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5900 val loss 4.1137
|
| 711 |
+
5900 val perplexity 61.1700
|
| 712 |
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5900 train 4.122136 (lr=3.4000e-04) (hash(x)=161446764)
|
| 713 |
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5910 train 3.986922 (lr=3.3849e-04) (hash(x)=144512138)
|
| 714 |
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5920 train 4.046385 (lr=3.3697e-04) (hash(x)=152555618)
|
| 715 |
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5930 train 4.005532 (lr=3.3547e-04) (hash(x)=146129367)
|
| 716 |
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5940 train 3.940385 (lr=3.3396e-04) (hash(x)=154607527)
|
| 717 |
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5950 train 4.038459 (lr=3.3246e-04) (hash(x)=143827143)
|
| 718 |
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5960 train 4.164495 (lr=3.3096e-04) (hash(x)=151168510)
|
| 719 |
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5970 train 3.947716 (lr=3.2947e-04) (hash(x)=158961574)
|
| 720 |
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5980 train 3.780915 (lr=3.2797e-04) (hash(x)=148757787)
|
| 721 |
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5990 train 4.290759 (lr=3.2649e-04) (hash(x)=161719494)
|
| 722 |
+
6000 val loss 4.1127
|
| 723 |
+
6000 val perplexity 61.1120
|
| 724 |
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6000 train 3.787089 (lr=3.2500e-04) (hash(x)=151512446)
|
| 725 |
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6010 train 3.895685 (lr=3.2352e-04) (hash(x)=173500735)
|
| 726 |
+
6020 train 4.034158 (lr=3.2204e-04) (hash(x)=157621031)
|
| 727 |
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6030 train 3.924242 (lr=3.2056e-04) (hash(x)=142662684)
|
| 728 |
+
6040 train 3.910200 (lr=3.1909e-04) (hash(x)=146180940)
|
| 729 |
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6050 train 3.827262 (lr=3.1762e-04) (hash(x)=147654412)
|
| 730 |
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6060 train 3.701575 (lr=3.1616e-04) (hash(x)=156393157)
|
| 731 |
+
6070 train 4.102852 (lr=3.1469e-04) (hash(x)=156947300)
|
| 732 |
+
6080 train 4.095179 (lr=3.1323e-04) (hash(x)=163108626)
|
| 733 |
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6090 train 4.196997 (lr=3.1178e-04) (hash(x)=158654713)
|
| 734 |
+
6100 val loss 4.0920
|
| 735 |
+
6100 val perplexity 59.8601
|
| 736 |
+
6100 train 3.926746 (lr=3.1033e-04) (hash(x)=188094053)
|
| 737 |
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6110 train 4.081031 (lr=3.0888e-04) (hash(x)=145132600)
|
| 738 |
+
6120 train 3.951181 (lr=3.0743e-04) (hash(x)=146999707)
|
| 739 |
+
6130 train 4.194649 (lr=3.0599e-04) (hash(x)=145719530)
|
| 740 |
+
6140 train 4.125907 (lr=3.0455e-04) (hash(x)=153230722)
|
| 741 |
+
6150 train 4.063953 (lr=3.0312e-04) (hash(x)=147455934)
|
| 742 |
+
6160 train 4.108177 (lr=3.0169e-04) (hash(x)=146596242)
|
| 743 |
+
6170 train 4.203428 (lr=3.0026e-04) (hash(x)=152029855)
|
| 744 |
+
6180 train 4.072337 (lr=2.9884e-04) (hash(x)=151480034)
|
| 745 |
+
6190 train 3.997838 (lr=2.9742e-04) (hash(x)=147381047)
|
| 746 |
+
6200 val loss 4.0767
|
| 747 |
+
6200 val perplexity 58.9484
|
| 748 |
+
6200 train 3.990994 (lr=2.9600e-04) (hash(x)=149389789)
|
| 749 |
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6210 train 4.036792 (lr=2.9459e-04) (hash(x)=154894138)
|
| 750 |
+
6220 train 4.074786 (lr=2.9318e-04) (hash(x)=150074302)
|
| 751 |
+
6230 train 3.941658 (lr=2.9177e-04) (hash(x)=142881794)
|
| 752 |
+
6240 train 3.931683 (lr=2.9037e-04) (hash(x)=164747461)
|
| 753 |
+
6250 train 4.097150 (lr=2.8897e-04) (hash(x)=158378292)
|
| 754 |
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6260 train 4.100236 (lr=2.8758e-04) (hash(x)=147675938)
|
| 755 |
+
6270 train 4.040796 (lr=2.8619e-04) (hash(x)=148197228)
|
| 756 |
+
6280 train 4.005805 (lr=2.8480e-04) (hash(x)=135296747)
|
| 757 |
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6290 train 4.069369 (lr=2.8342e-04) (hash(x)=156439346)
|
| 758 |
+
6300 val loss 4.0763
|
| 759 |
+
6300 val perplexity 58.9262
|
| 760 |
+
6300 train 3.899572 (lr=2.8204e-04) (hash(x)=138212820)
|
| 761 |
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6310 train 4.183403 (lr=2.8067e-04) (hash(x)=165985336)
|
| 762 |
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6320 train 4.068029 (lr=2.7930e-04) (hash(x)=145921897)
|
| 763 |
+
6330 train 4.267802 (lr=2.7793e-04) (hash(x)=145502689)
|
| 764 |
+
6340 train 4.006865 (lr=2.7657e-04) (hash(x)=141704937)
|
| 765 |
+
6350 train 4.056522 (lr=2.7521e-04) (hash(x)=161789400)
|
| 766 |
+
6360 train 3.787497 (lr=2.7385e-04) (hash(x)=145457780)
|
| 767 |
+
6370 train 4.037299 (lr=2.7250e-04) (hash(x)=171628530)
|
| 768 |
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6380 train 3.827574 (lr=2.7116e-04) (hash(x)=153467923)
|
| 769 |
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6390 train 4.199471 (lr=2.6981e-04) (hash(x)=158066904)
|
| 770 |
+
6400 val loss 4.0816
|
| 771 |
+
6400 val perplexity 59.2378
|
| 772 |
+
6400 train 3.851231 (lr=2.6847e-04) (hash(x)=146535423)
|
| 773 |
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6410 train 3.714586 (lr=2.6714e-04) (hash(x)=147264155)
|
| 774 |
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6420 train 3.813966 (lr=2.6581e-04) (hash(x)=145595485)
|
| 775 |
+
6430 train 3.963683 (lr=2.6448e-04) (hash(x)=146929074)
|
| 776 |
+
6440 train 3.899956 (lr=2.6316e-04) (hash(x)=147290878)
|
| 777 |
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6450 train 3.984367 (lr=2.6184e-04) (hash(x)=141154205)
|
| 778 |
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6460 train 3.825710 (lr=2.6053e-04) (hash(x)=154360901)
|
| 779 |
+
6470 train 4.171858 (lr=2.5922e-04) (hash(x)=146350558)
|
| 780 |
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6480 train 4.123651 (lr=2.5791e-04) (hash(x)=153927683)
|
| 781 |
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6490 train 4.044893 (lr=2.5661e-04) (hash(x)=149337047)
|
| 782 |
+
6500 val loss 4.0674
|
| 783 |
+
6500 val perplexity 58.4067
|
| 784 |
+
6500 train 3.963748 (lr=2.5531e-04) (hash(x)=145950843)
|
| 785 |
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6510 train 4.028126 (lr=2.5402e-04) (hash(x)=142577653)
|
| 786 |
+
6520 train 4.081803 (lr=2.5273e-04) (hash(x)=165060689)
|
| 787 |
+
6530 train 3.935182 (lr=2.5145e-04) (hash(x)=148367505)
|
| 788 |
+
6540 train 4.025043 (lr=2.5017e-04) (hash(x)=154313651)
|
| 789 |
+
6550 train 3.947546 (lr=2.4889e-04) (hash(x)=147477315)
|
| 790 |
+
6560 train 4.036665 (lr=2.4762e-04) (hash(x)=139825403)
|
| 791 |
+
6570 train 4.047403 (lr=2.4635e-04) (hash(x)=141482518)
|
| 792 |
+
6580 train 4.087807 (lr=2.4509e-04) (hash(x)=144968144)
|
| 793 |
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6590 train 4.041284 (lr=2.4383e-04) (hash(x)=154319720)
|
| 794 |
+
6600 val loss 4.0639
|
| 795 |
+
6600 val perplexity 58.2016
|
| 796 |
+
6600 train 4.076058 (lr=2.4258e-04) (hash(x)=141162902)
|
| 797 |
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6610 train 4.043654 (lr=2.4133e-04) (hash(x)=159490449)
|
| 798 |
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6620 train 3.926958 (lr=2.4009e-04) (hash(x)=151189772)
|
| 799 |
+
6630 train 3.905117 (lr=2.3884e-04) (hash(x)=148451651)
|
| 800 |
+
6640 train 4.024920 (lr=2.3761e-04) (hash(x)=152815550)
|
| 801 |
+
6650 train 3.880545 (lr=2.3638e-04) (hash(x)=144316094)
|
| 802 |
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6660 train 4.201808 (lr=2.3515e-04) (hash(x)=143951240)
|
| 803 |
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6670 train 3.817460 (lr=2.3393e-04) (hash(x)=143203472)
|
| 804 |
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6680 train 3.859293 (lr=2.3271e-04) (hash(x)=132063806)
|
| 805 |
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6690 train 3.953261 (lr=2.3150e-04) (hash(x)=140739750)
|
| 806 |
+
6700 val loss 4.0679
|
| 807 |
+
6700 val perplexity 58.4330
|
| 808 |
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6700 train 4.009325 (lr=2.3029e-04) (hash(x)=153018737)
|
| 809 |
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6710 train 3.879687 (lr=2.2909e-04) (hash(x)=140107197)
|
| 810 |
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6720 train 3.981326 (lr=2.2789e-04) (hash(x)=144396559)
|
| 811 |
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6730 train 3.828541 (lr=2.2669e-04) (hash(x)=148038991)
|
| 812 |
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6740 train 4.044957 (lr=2.2550e-04) (hash(x)=145504746)
|
| 813 |
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6750 train 4.023155 (lr=2.2432e-04) (hash(x)=119579094)
|
| 814 |
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6760 train 4.035737 (lr=2.2314e-04) (hash(x)=161725430)
|
| 815 |
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6770 train 4.057579 (lr=2.2196e-04) (hash(x)=153646966)
|
| 816 |
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6780 train 4.069037 (lr=2.2079e-04) (hash(x)=153838463)
|
| 817 |
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6790 train 4.191577 (lr=2.1963e-04) (hash(x)=157891196)
|
| 818 |
+
6800 val loss 4.0492
|
| 819 |
+
6800 val perplexity 57.3531
|
| 820 |
+
6800 train 3.904472 (lr=2.1847e-04) (hash(x)=155640155)
|
| 821 |
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6810 train 4.102904 (lr=2.1731e-04) (hash(x)=154913809)
|
| 822 |
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6820 train 4.009687 (lr=2.1616e-04) (hash(x)=159412493)
|
| 823 |
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6830 train 3.974159 (lr=2.1501e-04) (hash(x)=144756549)
|
| 824 |
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6840 train 4.184587 (lr=2.1387e-04) (hash(x)=143824638)
|
| 825 |
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6850 train 4.519359 (lr=2.1273e-04) (hash(x)=117180982)
|
| 826 |
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6860 train 4.032228 (lr=2.1160e-04) (hash(x)=141887150)
|
| 827 |
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6870 train 4.103032 (lr=2.1047e-04) (hash(x)=140094872)
|
| 828 |
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6880 train 3.941839 (lr=2.0935e-04) (hash(x)=141479953)
|
| 829 |
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6890 train 4.001323 (lr=2.0823e-04) (hash(x)=153166840)
|
| 830 |
+
6900 val loss 4.0474
|
| 831 |
+
6900 val perplexity 57.2502
|
| 832 |
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6900 train 4.028118 (lr=2.0712e-04) (hash(x)=153722115)
|
| 833 |
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6910 train 4.133997 (lr=2.0602e-04) (hash(x)=149578602)
|
| 834 |
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6920 train 3.986024 (lr=2.0491e-04) (hash(x)=149925108)
|
| 835 |
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6930 train 3.934211 (lr=2.0382e-04) (hash(x)=148589489)
|
| 836 |
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6940 train 3.841560 (lr=2.0272e-04) (hash(x)=144243794)
|
| 837 |
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6950 train 3.924499 (lr=2.0164e-04) (hash(x)=157743480)
|
| 838 |
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6960 train 3.912309 (lr=2.0055e-04) (hash(x)=139858247)
|
| 839 |
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6970 train 3.847862 (lr=1.9948e-04) (hash(x)=148727536)
|
| 840 |
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6980 train 3.953541 (lr=1.9840e-04) (hash(x)=153382595)
|
| 841 |
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6990 train 4.103443 (lr=1.9734e-04) (hash(x)=147529919)
|
| 842 |
+
7000 val loss 4.0413
|
| 843 |
+
7000 val perplexity 56.9000
|
| 844 |
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7000 train 4.059993 (lr=1.9628e-04) (hash(x)=146953450)
|
| 845 |
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7010 train 3.976213 (lr=1.9522e-04) (hash(x)=134561015)
|
| 846 |
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7020 train 4.087538 (lr=1.9417e-04) (hash(x)=148433515)
|
| 847 |
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7030 train 3.931887 (lr=1.9312e-04) (hash(x)=140394326)
|
| 848 |
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7040 train 3.936596 (lr=1.9208e-04) (hash(x)=136740763)
|
| 849 |
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7050 train 3.776903 (lr=1.9104e-04) (hash(x)=148637938)
|
| 850 |
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7060 train 3.943983 (lr=1.9001e-04) (hash(x)=147262147)
|
| 851 |
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7070 train 3.920478 (lr=1.8899e-04) (hash(x)=140191039)
|
| 852 |
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7080 train 3.938794 (lr=1.8797e-04) (hash(x)=148223305)
|
| 853 |
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7090 train 3.853806 (lr=1.8695e-04) (hash(x)=139984988)
|
| 854 |
+
7100 val loss 4.0452
|
| 855 |
+
7100 val perplexity 57.1233
|
| 856 |
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7100 train 3.969778 (lr=1.8594e-04) (hash(x)=137663885)
|
| 857 |
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7110 train 3.850114 (lr=1.8494e-04) (hash(x)=150955021)
|
| 858 |
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7120 train 3.757265 (lr=1.8394e-04) (hash(x)=148585682)
|
| 859 |
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7130 train 3.958420 (lr=1.8294e-04) (hash(x)=146055548)
|
| 860 |
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7140 train 3.995567 (lr=1.8196e-04) (hash(x)=155723541)
|
| 861 |
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7150 train 4.075913 (lr=1.8097e-04) (hash(x)=140465834)
|
| 862 |
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7160 train 4.041488 (lr=1.7999e-04) (hash(x)=163246922)
|
| 863 |
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7170 train 3.905421 (lr=1.7902e-04) (hash(x)=150754166)
|
| 864 |
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7180 train 4.445025 (lr=1.7805e-04) (hash(x)=142844151)
|
| 865 |
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7190 train 4.024181 (lr=1.7709e-04) (hash(x)=145167470)
|
| 866 |
+
7200 val loss 4.0306
|
| 867 |
+
7200 val perplexity 56.2952
|
| 868 |
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7200 train 4.215508 (lr=1.7614e-04) (hash(x)=146172950)
|
| 869 |
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7210 train 4.045685 (lr=1.7519e-04) (hash(x)=143155287)
|
| 870 |
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7220 train 3.991629 (lr=1.7424e-04) (hash(x)=151976669)
|
| 871 |
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7230 train 4.102512 (lr=1.7330e-04) (hash(x)=145979940)
|
| 872 |
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7240 train 4.071609 (lr=1.7237e-04) (hash(x)=155656034)
|
| 873 |
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7250 train 4.075710 (lr=1.7144e-04) (hash(x)=135610136)
|
| 874 |
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7260 train 4.161097 (lr=1.7051e-04) (hash(x)=148133023)
|
| 875 |
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7270 train 4.027514 (lr=1.6959e-04) (hash(x)=148006681)
|
| 876 |
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7280 train 4.067182 (lr=1.6868e-04) (hash(x)=151397627)
|
| 877 |
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7290 train 4.022948 (lr=1.6777e-04) (hash(x)=141696871)
|
| 878 |
+
7300 val loss 4.0257
|
| 879 |
+
7300 val perplexity 56.0169
|
| 880 |
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7300 train 3.957256 (lr=1.6687e-04) (hash(x)=150018163)
|
| 881 |
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7310 train 3.997174 (lr=1.6598e-04) (hash(x)=154900050)
|
| 882 |
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7320 train 3.905186 (lr=1.6509e-04) (hash(x)=142608283)
|
| 883 |
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7330 train 3.996033 (lr=1.6420e-04) (hash(x)=148977837)
|
| 884 |
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7340 train 4.013555 (lr=1.6332e-04) (hash(x)=141676907)
|
| 885 |
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7350 train 3.903894 (lr=1.6245e-04) (hash(x)=147846997)
|
| 886 |
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7360 train 4.148656 (lr=1.6158e-04) (hash(x)=143252181)
|
| 887 |
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7370 train 3.961204 (lr=1.6072e-04) (hash(x)=155081717)
|
| 888 |
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7380 train 4.050922 (lr=1.5986e-04) (hash(x)=149678451)
|
| 889 |
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7390 train 3.886603 (lr=1.5901e-04) (hash(x)=159341637)
|
| 890 |
+
7400 val loss 4.0258
|
| 891 |
+
7400 val perplexity 56.0263
|
| 892 |
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7400 train 4.171954 (lr=1.5816e-04) (hash(x)=145351166)
|
| 893 |
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7410 train 3.982174 (lr=1.5732e-04) (hash(x)=162274009)
|
| 894 |
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7420 train 3.829725 (lr=1.5649e-04) (hash(x)=143254858)
|
| 895 |
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7430 train 3.944977 (lr=1.5566e-04) (hash(x)=143049884)
|
| 896 |
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7440 train 3.867578 (lr=1.5484e-04) (hash(x)=141768538)
|
| 897 |
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7450 train 3.886175 (lr=1.5402e-04) (hash(x)=139895310)
|
| 898 |
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7460 train 3.762972 (lr=1.5321e-04) (hash(x)=155900365)
|
| 899 |
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7470 train 3.740720 (lr=1.5241e-04) (hash(x)=145048215)
|
| 900 |
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7480 train 3.891387 (lr=1.5161e-04) (hash(x)=136992624)
|
| 901 |
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7490 train 3.994782 (lr=1.5081e-04) (hash(x)=141424789)
|
| 902 |
+
7500 val loss 4.0308
|
| 903 |
+
7500 val perplexity 56.3033
|
| 904 |
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7500 train 3.847571 (lr=1.5002e-04) (hash(x)=145292116)
|
| 905 |
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7510 train 3.880529 (lr=1.4924e-04) (hash(x)=144818029)
|
| 906 |
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7520 train 4.054898 (lr=1.4847e-04) (hash(x)=152903515)
|
| 907 |
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7530 train 4.058295 (lr=1.4769e-04) (hash(x)=156934724)
|
| 908 |
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7540 train 4.288443 (lr=1.4693e-04) (hash(x)=156695926)
|
| 909 |
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7550 train 4.047186 (lr=1.4617e-04) (hash(x)=149115609)
|
| 910 |
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7560 train 4.020660 (lr=1.4542e-04) (hash(x)=143974224)
|
| 911 |
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7570 train 3.983071 (lr=1.4467e-04) (hash(x)=148204424)
|
| 912 |
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7580 train 4.054494 (lr=1.4393e-04) (hash(x)=150177910)
|
| 913 |
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7590 train 4.071836 (lr=1.4319e-04) (hash(x)=140325629)
|
| 914 |
+
7600 val loss 4.0169
|
| 915 |
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7600 val perplexity 55.5278
|
| 916 |
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7600 train 3.964485 (lr=1.4246e-04) (hash(x)=150235132)
|
| 917 |
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7610 train 4.079489 (lr=1.4174e-04) (hash(x)=157594837)
|
| 918 |
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7620 train 4.098772 (lr=1.4102e-04) (hash(x)=146696749)
|
| 919 |
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7630 train 4.128080 (lr=1.4031e-04) (hash(x)=148463580)
|
| 920 |
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7640 train 3.946570 (lr=1.3960e-04) (hash(x)=140271046)
|
| 921 |
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7650 train 4.007680 (lr=1.3890e-04) (hash(x)=159952319)
|
| 922 |
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7660 train 4.011572 (lr=1.3821e-04) (hash(x)=146307392)
|
| 923 |
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7670 train 3.959486 (lr=1.3752e-04) (hash(x)=145027988)
|
| 924 |
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7680 train 4.028000 (lr=1.3684e-04) (hash(x)=147729698)
|
| 925 |
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7690 train 4.012680 (lr=1.3616e-04) (hash(x)=143401210)
|
| 926 |
+
7700 val loss 4.0114
|
| 927 |
+
7700 val perplexity 55.2262
|
| 928 |
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7700 train 3.937764 (lr=1.3549e-04) (hash(x)=154543455)
|
| 929 |
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7710 train 4.016861 (lr=1.3483e-04) (hash(x)=151600456)
|
| 930 |
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7720 train 3.935154 (lr=1.3417e-04) (hash(x)=165913803)
|
| 931 |
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7730 train 3.803798 (lr=1.3352e-04) (hash(x)=144942059)
|
| 932 |
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7740 train 4.028062 (lr=1.3287e-04) (hash(x)=150302103)
|
| 933 |
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7750 train 3.972753 (lr=1.3223e-04) (hash(x)=155782458)
|
| 934 |
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7760 train 4.005678 (lr=1.3160e-04) (hash(x)=147824384)
|
| 935 |
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7770 train 4.021020 (lr=1.3097e-04) (hash(x)=149177657)
|
| 936 |
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7780 train 4.041036 (lr=1.3035e-04) (hash(x)=164446738)
|
| 937 |
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7790 train 3.841137 (lr=1.2974e-04) (hash(x)=146417077)
|
| 938 |
+
7800 val loss 4.0137
|
| 939 |
+
7800 val perplexity 55.3526
|
| 940 |
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7800 train 3.987621 (lr=1.2913e-04) (hash(x)=142456852)
|
| 941 |
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7810 train 3.692454 (lr=1.2852e-04) (hash(x)=146221807)
|
| 942 |
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7820 train 3.884215 (lr=1.2793e-04) (hash(x)=154136533)
|
| 943 |
+
7830 train 3.793244 (lr=1.2733e-04) (hash(x)=147492735)
|
| 944 |
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7840 train 3.953902 (lr=1.2675e-04) (hash(x)=143481291)
|
| 945 |
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7850 train 3.776357 (lr=1.2617e-04) (hash(x)=136749307)
|
| 946 |
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7860 train 3.804791 (lr=1.2560e-04) (hash(x)=128985347)
|
| 947 |
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7870 train 3.706167 (lr=1.2503e-04) (hash(x)=152897363)
|
| 948 |
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7880 train 3.912717 (lr=1.2447e-04) (hash(x)=151460360)
|
| 949 |
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7890 train 3.735288 (lr=1.2392e-04) (hash(x)=137481738)
|
| 950 |
+
7900 val loss 4.0150
|
| 951 |
+
7900 val perplexity 55.4233
|
| 952 |
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7900 train 3.809030 (lr=1.2337e-04) (hash(x)=147363479)
|
| 953 |
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7910 train 4.032862 (lr=1.2283e-04) (hash(x)=151165744)
|
| 954 |
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7920 train 4.207320 (lr=1.2229e-04) (hash(x)=146214226)
|
| 955 |
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7930 train 4.010740 (lr=1.2176e-04) (hash(x)=154457502)
|
| 956 |
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7940 train 3.918246 (lr=1.2124e-04) (hash(x)=162025201)
|
| 957 |
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7950 train 3.907157 (lr=1.2072e-04) (hash(x)=156488145)
|
| 958 |
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7960 train 4.181965 (lr=1.2021e-04) (hash(x)=154011584)
|
| 959 |
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7970 train 4.037618 (lr=1.1970e-04) (hash(x)=145330320)
|
| 960 |
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7980 train 3.948063 (lr=1.1921e-04) (hash(x)=148216312)
|
| 961 |
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7990 train 3.882433 (lr=1.1871e-04) (hash(x)=156819091)
|
| 962 |
+
8000 val loss 4.0053
|
| 963 |
+
8000 val perplexity 54.8863
|
| 964 |
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8000 train 4.037604 (lr=1.1823e-04) (hash(x)=156122973)
|
| 965 |
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8010 train 3.980929 (lr=1.1775e-04) (hash(x)=146933088)
|
| 966 |
+
8020 train 4.076870 (lr=1.1728e-04) (hash(x)=151650746)
|
| 967 |
+
8030 train 4.001222 (lr=1.1681e-04) (hash(x)=140692373)
|
| 968 |
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8040 train 4.192969 (lr=1.1635e-04) (hash(x)=147850094)
|
| 969 |
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8050 train 4.003552 (lr=1.1589e-04) (hash(x)=144454109)
|
| 970 |
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8060 train 3.871573 (lr=1.1544e-04) (hash(x)=152205124)
|
| 971 |
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8070 train 4.087498 (lr=1.1500e-04) (hash(x)=148918066)
|
| 972 |
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8080 train 4.014620 (lr=1.1457e-04) (hash(x)=146481024)
|
| 973 |
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8090 train 4.054576 (lr=1.1414e-04) (hash(x)=168785549)
|
| 974 |
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8100 val loss 4.0026
|
| 975 |
+
8100 val perplexity 54.7418
|
| 976 |
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8100 train 4.081084 (lr=1.1371e-04) (hash(x)=156153179)
|
| 977 |
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8110 train 4.035790 (lr=1.1330e-04) (hash(x)=150498601)
|
| 978 |
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8120 train 4.031190 (lr=1.1289e-04) (hash(x)=142002714)
|
| 979 |
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8130 train 3.927924 (lr=1.1248e-04) (hash(x)=138450483)
|
| 980 |
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8140 train 4.007600 (lr=1.1209e-04) (hash(x)=145306351)
|
| 981 |
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8150 train 3.888445 (lr=1.1169e-04) (hash(x)=172502865)
|
| 982 |
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8160 train 3.988620 (lr=1.1131e-04) (hash(x)=156689649)
|
| 983 |
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8170 train 3.909012 (lr=1.1093e-04) (hash(x)=143766932)
|
| 984 |
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8180 train 4.050617 (lr=1.1056e-04) (hash(x)=150361321)
|
| 985 |
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8190 train 3.878583 (lr=1.1019e-04) (hash(x)=152664241)
|
| 986 |
+
8200 val loss 4.0013
|
| 987 |
+
8200 val perplexity 54.6709
|
| 988 |
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8200 train 4.152580 (lr=1.0983e-04) (hash(x)=146430698)
|
| 989 |
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8210 train 3.847202 (lr=1.0948e-04) (hash(x)=167362078)
|
| 990 |
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8220 train 4.069087 (lr=1.0913e-04) (hash(x)=157650942)
|
| 991 |
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8230 train 3.872581 (lr=1.0879e-04) (hash(x)=142102044)
|
| 992 |
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8240 train 3.912508 (lr=1.0846e-04) (hash(x)=153405900)
|
| 993 |
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8250 train 3.864430 (lr=1.0813e-04) (hash(x)=140222909)
|
| 994 |
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8260 train 3.995524 (lr=1.0781e-04) (hash(x)=137981854)
|
| 995 |
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8270 train 3.908979 (lr=1.0750e-04) (hash(x)=147576272)
|
| 996 |
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8280 train 3.922947 (lr=1.0719e-04) (hash(x)=157988195)
|
| 997 |
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8290 train 3.976058 (lr=1.0689e-04) (hash(x)=145715681)
|
| 998 |
+
8300 val loss 4.0026
|
| 999 |
+
8300 val perplexity 54.7429
|
| 1000 |
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8300 train 3.931413 (lr=1.0659e-04) (hash(x)=143507257)
|
| 1001 |
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8310 train 3.979415 (lr=1.0630e-04) (hash(x)=148930064)
|
| 1002 |
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8320 train 3.911449 (lr=1.0602e-04) (hash(x)=144134805)
|
| 1003 |
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8330 train 4.023092 (lr=1.0574e-04) (hash(x)=148418079)
|
| 1004 |
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8340 train 3.753142 (lr=1.0547e-04) (hash(x)=166518807)
|
| 1005 |
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8350 train 4.059415 (lr=1.0521e-04) (hash(x)=140042036)
|
| 1006 |
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8360 train 3.929431 (lr=1.0495e-04) (hash(x)=151427074)
|
| 1007 |
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8370 train 4.017523 (lr=1.0470e-04) (hash(x)=158389185)
|
| 1008 |
+
8380 train 3.919978 (lr=1.0446e-04) (hash(x)=148193308)
|
| 1009 |
+
8390 train 3.988597 (lr=1.0422e-04) (hash(x)=144289008)
|
| 1010 |
+
8400 val loss 3.9935
|
| 1011 |
+
8400 val perplexity 54.2438
|
| 1012 |
+
8400 train 3.703464 (lr=1.0399e-04) (hash(x)=166272643)
|
| 1013 |
+
8410 train 3.916271 (lr=1.0377e-04) (hash(x)=162244433)
|
| 1014 |
+
8420 train 3.948399 (lr=1.0355e-04) (hash(x)=149271299)
|
| 1015 |
+
8430 train 4.097052 (lr=1.0334e-04) (hash(x)=154135338)
|
| 1016 |
+
8440 train 4.136253 (lr=1.0313e-04) (hash(x)=149661838)
|
| 1017 |
+
8450 train 3.980165 (lr=1.0293e-04) (hash(x)=142205056)
|
| 1018 |
+
8460 train 3.907764 (lr=1.0274e-04) (hash(x)=166652398)
|
| 1019 |
+
8470 train 4.080571 (lr=1.0256e-04) (hash(x)=149029710)
|
| 1020 |
+
8480 train 3.847819 (lr=1.0238e-04) (hash(x)=154217415)
|
| 1021 |
+
8490 train 3.931644 (lr=1.0220e-04) (hash(x)=151526557)
|
| 1022 |
+
8500 val loss 3.9943
|
| 1023 |
+
8500 val perplexity 54.2896
|
| 1024 |
+
8500 train 3.916831 (lr=1.0204e-04) (hash(x)=143887848)
|
| 1025 |
+
8510 train 3.903115 (lr=1.0188e-04) (hash(x)=152324645)
|
| 1026 |
+
8520 train 3.639731 (lr=1.0172e-04) (hash(x)=145124959)
|
| 1027 |
+
8530 train 3.965969 (lr=1.0158e-04) (hash(x)=186319340)
|
| 1028 |
+
8540 train 3.973069 (lr=1.0144e-04) (hash(x)=147388339)
|
| 1029 |
+
8550 train 4.002029 (lr=1.0130e-04) (hash(x)=150118928)
|
| 1030 |
+
8560 train 4.008875 (lr=1.0118e-04) (hash(x)=153985286)
|
| 1031 |
+
8570 train 3.944179 (lr=1.0106e-04) (hash(x)=149582799)
|
| 1032 |
+
8580 train 3.951494 (lr=1.0094e-04) (hash(x)=156867870)
|
| 1033 |
+
8590 train 3.842965 (lr=1.0083e-04) (hash(x)=148773298)
|
| 1034 |
+
8600 val loss 3.9964
|
| 1035 |
+
8600 val perplexity 54.4047
|
| 1036 |
+
8600 train 3.939678 (lr=1.0073e-04) (hash(x)=156900341)
|
| 1037 |
+
8610 train 4.098356 (lr=1.0064e-04) (hash(x)=156790089)
|
| 1038 |
+
8620 train 3.895754 (lr=1.0055e-04) (hash(x)=154680805)
|
| 1039 |
+
8630 train 3.936382 (lr=1.0047e-04) (hash(x)=138107873)
|
| 1040 |
+
8640 train 4.027695 (lr=1.0039e-04) (hash(x)=142554243)
|
| 1041 |
+
8650 train 3.836763 (lr=1.0033e-04) (hash(x)=134360956)
|
| 1042 |
+
8660 train 3.913641 (lr=1.0026e-04) (hash(x)=128599610)
|
| 1043 |
+
8670 train 3.937629 (lr=1.0021e-04) (hash(x)=159628945)
|
| 1044 |
+
8680 train 3.965818 (lr=1.0016e-04) (hash(x)=143161532)
|
| 1045 |
+
8690 train 3.998866 (lr=1.0012e-04) (hash(x)=140104912)
|
| 1046 |
+
8700 val loss 3.9884
|
| 1047 |
+
8700 val perplexity 53.9711
|
| 1048 |
+
8700 train 4.170671 (lr=1.0008e-04) (hash(x)=146417632)
|
| 1049 |
+
8710 train 4.155127 (lr=1.0005e-04) (hash(x)=153671695)
|
| 1050 |
+
8720 train 4.020198 (lr=1.0003e-04) (hash(x)=141680750)
|
| 1051 |
+
8730 train 3.899860 (lr=1.0001e-04) (hash(x)=147279231)
|
| 1052 |
+
8740 train 4.184060 (lr=1.0000e-04) (hash(x)=129729371)
|
| 1053 |
+
8749 val loss 3.9880
|
| 1054 |
+
8749 val perplexity 53.9455
|
lr10e-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 sha256:148d8e3086af92311eb47b78b11e0cceb956142340f37cc0101a1c16b7e940e7
|
| 3 |
+
size 92843394
|
lr10e-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:b6ce7eb91123b7a439893b072383a881afd49a49077c8473b56469ab535713bd
|
| 3 |
+
size 179406214
|