Upload folder using huggingface_hub
Browse files- lr2e-4_total_batch_size61440_baseline_seed1339/args.json +1 -0
- lr2e-4_total_batch_size61440_baseline_seed1339/dataloader_08749.pt +3 -0
- lr2e-4_total_batch_size61440_baseline_seed1339/log2.txt +1054 -0
- lr2e-4_total_batch_size61440_baseline_seed1339/model_08749.pt +3 -0
- lr2e-4_total_batch_size61440_baseline_seed1339/optimizer_08749.pt +3 -0
lr2e-4_total_batch_size61440_baseline_seed1339/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_11/lr2e-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": 0.0002, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "2e-4_61440", "n_embd": 256}
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lr2e-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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lr2e-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=4.0000e-07) (hash(x)=150724848)
|
| 5 |
+
10 train 10.749363 (lr=4.4000e-06) (hash(x)=149663361)
|
| 6 |
+
20 train 10.211926 (lr=8.4000e-06) (hash(x)=153483789)
|
| 7 |
+
30 train 10.005648 (lr=1.2400e-05) (hash(x)=145733176)
|
| 8 |
+
40 train 9.770498 (lr=1.6400e-05) (hash(x)=145287265)
|
| 9 |
+
50 train 9.663364 (lr=2.0400e-05) (hash(x)=149217061)
|
| 10 |
+
60 train 9.476939 (lr=2.4400e-05) (hash(x)=150157569)
|
| 11 |
+
70 train 9.253351 (lr=2.8400e-05) (hash(x)=140292841)
|
| 12 |
+
80 train 9.079046 (lr=3.2400e-05) (hash(x)=152157598)
|
| 13 |
+
90 train 8.799547 (lr=3.6400e-05) (hash(x)=149756968)
|
| 14 |
+
100 val loss 8.5346
|
| 15 |
+
100 val perplexity 5087.6470
|
| 16 |
+
100 train 8.538797 (lr=4.0400e-05) (hash(x)=149910534)
|
| 17 |
+
110 train 8.288116 (lr=4.4400e-05) (hash(x)=159020328)
|
| 18 |
+
120 train 8.094198 (lr=4.8400e-05) (hash(x)=150731273)
|
| 19 |
+
130 train 7.838605 (lr=5.2400e-05) (hash(x)=156727355)
|
| 20 |
+
140 train 7.792005 (lr=5.6400e-05) (hash(x)=166473281)
|
| 21 |
+
150 train 7.493546 (lr=6.0400e-05) (hash(x)=142185643)
|
| 22 |
+
160 train 7.459000 (lr=6.4400e-05) (hash(x)=151371145)
|
| 23 |
+
170 train 7.471778 (lr=6.8400e-05) (hash(x)=151601659)
|
| 24 |
+
180 train 7.321662 (lr=7.2400e-05) (hash(x)=153368917)
|
| 25 |
+
190 train 7.185073 (lr=7.6400e-05) (hash(x)=145008196)
|
| 26 |
+
200 val loss 7.3137
|
| 27 |
+
200 val perplexity 1500.7821
|
| 28 |
+
200 train 7.249612 (lr=8.0400e-05) (hash(x)=148123706)
|
| 29 |
+
210 train 7.115513 (lr=8.4400e-05) (hash(x)=145714762)
|
| 30 |
+
220 train 7.131500 (lr=8.8400e-05) (hash(x)=150622583)
|
| 31 |
+
230 train 6.932737 (lr=9.2400e-05) (hash(x)=146512648)
|
| 32 |
+
240 train 6.952878 (lr=9.6400e-05) (hash(x)=151535384)
|
| 33 |
+
250 train 6.846394 (lr=1.0040e-04) (hash(x)=149952383)
|
| 34 |
+
260 train 6.759600 (lr=1.0440e-04) (hash(x)=148726088)
|
| 35 |
+
270 train 6.749523 (lr=1.0840e-04) (hash(x)=152776695)
|
| 36 |
+
280 train 6.774832 (lr=1.1240e-04) (hash(x)=157260375)
|
| 37 |
+
290 train 6.822526 (lr=1.1640e-04) (hash(x)=151559106)
|
| 38 |
+
300 val loss 6.8252
|
| 39 |
+
300 val perplexity 920.7277
|
| 40 |
+
300 train 6.582307 (lr=1.2040e-04) (hash(x)=146678221)
|
| 41 |
+
310 train 6.681046 (lr=1.2440e-04) (hash(x)=156713527)
|
| 42 |
+
320 train 6.717107 (lr=1.2840e-04) (hash(x)=144947971)
|
| 43 |
+
330 train 6.845701 (lr=1.3240e-04) (hash(x)=158684944)
|
| 44 |
+
340 train 6.726373 (lr=1.3640e-04) (hash(x)=162318756)
|
| 45 |
+
350 train 6.534189 (lr=1.4040e-04) (hash(x)=156180736)
|
| 46 |
+
360 train 6.727784 (lr=1.4440e-04) (hash(x)=178373797)
|
| 47 |
+
370 train 6.587618 (lr=1.4840e-04) (hash(x)=154389449)
|
| 48 |
+
380 train 6.394759 (lr=1.5240e-04) (hash(x)=150369080)
|
| 49 |
+
390 train 6.567123 (lr=1.5640e-04) (hash(x)=159840654)
|
| 50 |
+
400 val loss 6.4202
|
| 51 |
+
400 val perplexity 614.1566
|
| 52 |
+
400 train 6.294370 (lr=1.6040e-04) (hash(x)=151700982)
|
| 53 |
+
410 train 6.316737 (lr=1.6440e-04) (hash(x)=160467274)
|
| 54 |
+
420 train 6.255429 (lr=1.6840e-04) (hash(x)=148930522)
|
| 55 |
+
430 train 6.450225 (lr=1.7240e-04) (hash(x)=154565303)
|
| 56 |
+
440 train 6.341495 (lr=1.7640e-04) (hash(x)=148079227)
|
| 57 |
+
450 train 6.138906 (lr=1.8040e-04) (hash(x)=147288467)
|
| 58 |
+
460 train 6.124635 (lr=1.8440e-04) (hash(x)=145272617)
|
| 59 |
+
470 train 6.106531 (lr=1.8840e-04) (hash(x)=123126729)
|
| 60 |
+
480 train 6.154691 (lr=1.9240e-04) (hash(x)=156287490)
|
| 61 |
+
490 train 6.267242 (lr=1.9640e-04) (hash(x)=161700145)
|
| 62 |
+
500 val loss 6.1721
|
| 63 |
+
500 val perplexity 479.1836
|
| 64 |
+
500 train 6.267108 (lr=2.0000e-04) (hash(x)=156182087)
|
| 65 |
+
510 train 5.863787 (lr=2.0000e-04) (hash(x)=131674504)
|
| 66 |
+
520 train 6.157838 (lr=2.0000e-04) (hash(x)=162758254)
|
| 67 |
+
530 train 5.971799 (lr=1.9999e-04) (hash(x)=133510409)
|
| 68 |
+
540 train 6.012506 (lr=1.9999e-04) (hash(x)=157363914)
|
| 69 |
+
550 train 5.936107 (lr=1.9998e-04) (hash(x)=147861550)
|
| 70 |
+
560 train 5.874501 (lr=1.9998e-04) (hash(x)=149449280)
|
| 71 |
+
570 train 5.856480 (lr=1.9997e-04) (hash(x)=143899904)
|
| 72 |
+
580 train 5.842281 (lr=1.9996e-04) (hash(x)=149266312)
|
| 73 |
+
590 train 6.031716 (lr=1.9995e-04) (hash(x)=164352774)
|
| 74 |
+
600 val loss 5.9533
|
| 75 |
+
600 val perplexity 385.0044
|
| 76 |
+
600 train 5.869205 (lr=1.9993e-04) (hash(x)=149318660)
|
| 77 |
+
610 train 5.747165 (lr=1.9992e-04) (hash(x)=146101781)
|
| 78 |
+
620 train 5.676724 (lr=1.9991e-04) (hash(x)=137184623)
|
| 79 |
+
630 train 5.602361 (lr=1.9989e-04) (hash(x)=145791873)
|
| 80 |
+
640 train 5.615479 (lr=1.9987e-04) (hash(x)=143999212)
|
| 81 |
+
650 train 5.694413 (lr=1.9985e-04) (hash(x)=151631103)
|
| 82 |
+
660 train 5.432843 (lr=1.9983e-04) (hash(x)=138360108)
|
| 83 |
+
670 train 5.816114 (lr=1.9981e-04) (hash(x)=156637679)
|
| 84 |
+
680 train 5.457730 (lr=1.9979e-04) (hash(x)=143752601)
|
| 85 |
+
690 train 5.645088 (lr=1.9976e-04) (hash(x)=158368903)
|
| 86 |
+
700 val loss 5.8279
|
| 87 |
+
700 val perplexity 339.6353
|
| 88 |
+
700 train 5.832450 (lr=1.9974e-04) (hash(x)=150482428)
|
| 89 |
+
710 train 5.789883 (lr=1.9971e-04) (hash(x)=158085060)
|
| 90 |
+
720 train 5.857641 (lr=1.9968e-04) (hash(x)=159461069)
|
| 91 |
+
730 train 5.680449 (lr=1.9966e-04) (hash(x)=148795562)
|
| 92 |
+
740 train 5.690934 (lr=1.9962e-04) (hash(x)=149967984)
|
| 93 |
+
750 train 5.668358 (lr=1.9959e-04) (hash(x)=144458617)
|
| 94 |
+
760 train 5.747774 (lr=1.9956e-04) (hash(x)=155106202)
|
| 95 |
+
770 train 5.582382 (lr=1.9952e-04) (hash(x)=144506191)
|
| 96 |
+
780 train 5.683739 (lr=1.9949e-04) (hash(x)=155825158)
|
| 97 |
+
790 train 5.719213 (lr=1.9945e-04) (hash(x)=158835381)
|
| 98 |
+
800 val loss 5.6590
|
| 99 |
+
800 val perplexity 286.8607
|
| 100 |
+
800 train 5.588141 (lr=1.9941e-04) (hash(x)=143268605)
|
| 101 |
+
810 train 5.484612 (lr=1.9937e-04) (hash(x)=139072755)
|
| 102 |
+
820 train 5.726779 (lr=1.9933e-04) (hash(x)=179384792)
|
| 103 |
+
830 train 5.448969 (lr=1.9929e-04) (hash(x)=151086962)
|
| 104 |
+
840 train 5.966517 (lr=1.9925e-04) (hash(x)=142711393)
|
| 105 |
+
850 train 5.544554 (lr=1.9920e-04) (hash(x)=150817011)
|
| 106 |
+
860 train 5.439733 (lr=1.9916e-04) (hash(x)=138495801)
|
| 107 |
+
870 train 5.503563 (lr=1.9911e-04) (hash(x)=155474016)
|
| 108 |
+
880 train 5.536631 (lr=1.9906e-04) (hash(x)=151951501)
|
| 109 |
+
890 train 5.391989 (lr=1.9901e-04) (hash(x)=143699524)
|
| 110 |
+
900 val loss 5.5499
|
| 111 |
+
900 val perplexity 257.2040
|
| 112 |
+
900 train 5.550200 (lr=1.9896e-04) (hash(x)=152322423)
|
| 113 |
+
910 train 5.506156 (lr=1.9891e-04) (hash(x)=151010509)
|
| 114 |
+
920 train 5.307556 (lr=1.9885e-04) (hash(x)=148720342)
|
| 115 |
+
930 train 5.178290 (lr=1.9880e-04) (hash(x)=125869480)
|
| 116 |
+
940 train 5.496110 (lr=1.9874e-04) (hash(x)=150349503)
|
| 117 |
+
950 train 5.297901 (lr=1.9868e-04) (hash(x)=143574126)
|
| 118 |
+
960 train 5.436388 (lr=1.9862e-04) (hash(x)=146292562)
|
| 119 |
+
970 train 5.403831 (lr=1.9856e-04) (hash(x)=162256596)
|
| 120 |
+
980 train 5.322253 (lr=1.9850e-04) (hash(x)=137640259)
|
| 121 |
+
990 train 5.284953 (lr=1.9844e-04) (hash(x)=141767794)
|
| 122 |
+
1000 val loss 5.4808
|
| 123 |
+
1000 val perplexity 240.0408
|
| 124 |
+
1000 train 5.405114 (lr=1.9837e-04) (hash(x)=147904298)
|
| 125 |
+
1010 train 5.352182 (lr=1.9831e-04) (hash(x)=162239186)
|
| 126 |
+
1020 train 5.171601 (lr=1.9824e-04) (hash(x)=140706537)
|
| 127 |
+
1030 train 5.240733 (lr=1.9817e-04) (hash(x)=155556720)
|
| 128 |
+
1040 train 5.160347 (lr=1.9810e-04) (hash(x)=144746445)
|
| 129 |
+
1050 train 5.325778 (lr=1.9803e-04) (hash(x)=144719400)
|
| 130 |
+
1060 train 5.069970 (lr=1.9796e-04) (hash(x)=153065665)
|
| 131 |
+
1070 train 5.209957 (lr=1.9789e-04) (hash(x)=136468722)
|
| 132 |
+
1080 train 5.243615 (lr=1.9781e-04) (hash(x)=157674756)
|
| 133 |
+
1090 train 5.336040 (lr=1.9774e-04) (hash(x)=155882884)
|
| 134 |
+
1100 val loss 5.4028
|
| 135 |
+
1100 val perplexity 222.0198
|
| 136 |
+
1100 train 5.641511 (lr=1.9766e-04) (hash(x)=154343147)
|
| 137 |
+
1110 train 5.376168 (lr=1.9758e-04) (hash(x)=158582939)
|
| 138 |
+
1120 train 5.265318 (lr=1.9750e-04) (hash(x)=162479784)
|
| 139 |
+
1130 train 5.410789 (lr=1.9742e-04) (hash(x)=155704345)
|
| 140 |
+
1140 train 5.307615 (lr=1.9734e-04) (hash(x)=146934299)
|
| 141 |
+
1150 train 5.281294 (lr=1.9726e-04) (hash(x)=154372635)
|
| 142 |
+
1160 train 5.235214 (lr=1.9717e-04) (hash(x)=145536832)
|
| 143 |
+
1170 train 5.540393 (lr=1.9709e-04) (hash(x)=158785901)
|
| 144 |
+
1180 train 5.374144 (lr=1.9700e-04) (hash(x)=158271614)
|
| 145 |
+
1190 train 5.374232 (lr=1.9691e-04) (hash(x)=157365589)
|
| 146 |
+
1200 val loss 5.3197
|
| 147 |
+
1200 val perplexity 204.3141
|
| 148 |
+
1200 train 5.342470 (lr=1.9682e-04) (hash(x)=141843115)
|
| 149 |
+
1210 train 5.300400 (lr=1.9673e-04) (hash(x)=146807973)
|
| 150 |
+
1220 train 5.233961 (lr=1.9664e-04) (hash(x)=144149947)
|
| 151 |
+
1230 train 5.211915 (lr=1.9654e-04) (hash(x)=147869063)
|
| 152 |
+
1240 train 5.245860 (lr=1.9645e-04) (hash(x)=152217389)
|
| 153 |
+
1250 train 5.209893 (lr=1.9635e-04) (hash(x)=149417679)
|
| 154 |
+
1260 train 5.291643 (lr=1.9626e-04) (hash(x)=144029489)
|
| 155 |
+
1270 train 5.383012 (lr=1.9616e-04) (hash(x)=154328303)
|
| 156 |
+
1280 train 5.256554 (lr=1.9606e-04) (hash(x)=151625838)
|
| 157 |
+
1290 train 5.169509 (lr=1.9596e-04) (hash(x)=140270541)
|
| 158 |
+
1300 val loss 5.2514
|
| 159 |
+
1300 val perplexity 190.8285
|
| 160 |
+
1300 train 5.190781 (lr=1.9586e-04) (hash(x)=145279030)
|
| 161 |
+
1310 train 5.231546 (lr=1.9575e-04) (hash(x)=140279630)
|
| 162 |
+
1320 train 4.921338 (lr=1.9565e-04) (hash(x)=133642994)
|
| 163 |
+
1330 train 5.131127 (lr=1.9554e-04) (hash(x)=146634776)
|
| 164 |
+
1340 train 5.250562 (lr=1.9543e-04) (hash(x)=155919973)
|
| 165 |
+
1350 train 5.235881 (lr=1.9533e-04) (hash(x)=146363911)
|
| 166 |
+
1360 train 5.107622 (lr=1.9522e-04) (hash(x)=150613636)
|
| 167 |
+
1370 train 5.082951 (lr=1.9511e-04) (hash(x)=148536643)
|
| 168 |
+
1380 train 5.100183 (lr=1.9499e-04) (hash(x)=152803906)
|
| 169 |
+
1390 train 5.199052 (lr=1.9488e-04) (hash(x)=150383305)
|
| 170 |
+
1400 val loss 5.2120
|
| 171 |
+
1400 val perplexity 183.4602
|
| 172 |
+
1400 train 5.120304 (lr=1.9477e-04) (hash(x)=152507639)
|
| 173 |
+
1410 train 4.897914 (lr=1.9465e-04) (hash(x)=161841408)
|
| 174 |
+
1420 train 5.100336 (lr=1.9453e-04) (hash(x)=167824828)
|
| 175 |
+
1430 train 4.989841 (lr=1.9441e-04) (hash(x)=147696374)
|
| 176 |
+
1440 train 4.963121 (lr=1.9430e-04) (hash(x)=150085494)
|
| 177 |
+
1450 train 4.905159 (lr=1.9417e-04) (hash(x)=139296191)
|
| 178 |
+
1460 train 4.839015 (lr=1.9405e-04) (hash(x)=142956546)
|
| 179 |
+
1470 train 4.989805 (lr=1.9393e-04) (hash(x)=155908628)
|
| 180 |
+
1480 train 4.866210 (lr=1.9381e-04) (hash(x)=150893345)
|
| 181 |
+
1490 train 4.856716 (lr=1.9368e-04) (hash(x)=143548902)
|
| 182 |
+
1500 val loss 5.1558
|
| 183 |
+
1500 val perplexity 173.4389
|
| 184 |
+
1500 train 5.187217 (lr=1.9355e-04) (hash(x)=148473774)
|
| 185 |
+
1510 train 5.198489 (lr=1.9343e-04) (hash(x)=161631000)
|
| 186 |
+
1520 train 5.177841 (lr=1.9330e-04) (hash(x)=166217855)
|
| 187 |
+
1530 train 5.062715 (lr=1.9317e-04) (hash(x)=149440046)
|
| 188 |
+
1540 train 5.038724 (lr=1.9303e-04) (hash(x)=155013278)
|
| 189 |
+
1550 train 5.006696 (lr=1.9290e-04) (hash(x)=154130527)
|
| 190 |
+
1560 train 5.089114 (lr=1.9277e-04) (hash(x)=152138735)
|
| 191 |
+
1570 train 5.010033 (lr=1.9263e-04) (hash(x)=148128305)
|
| 192 |
+
1580 train 5.151905 (lr=1.9250e-04) (hash(x)=157176546)
|
| 193 |
+
1590 train 5.207416 (lr=1.9236e-04) (hash(x)=152935467)
|
| 194 |
+
1600 val loss 5.0873
|
| 195 |
+
1600 val perplexity 161.9577
|
| 196 |
+
1600 train 5.087369 (lr=1.9222e-04) (hash(x)=151117002)
|
| 197 |
+
1610 train 5.019836 (lr=1.9208e-04) (hash(x)=149883384)
|
| 198 |
+
1620 train 5.124061 (lr=1.9194e-04) (hash(x)=145015354)
|
| 199 |
+
1630 train 4.990678 (lr=1.9180e-04) (hash(x)=146717645)
|
| 200 |
+
1640 train 5.225142 (lr=1.9165e-04) (hash(x)=156372727)
|
| 201 |
+
1650 train 5.092177 (lr=1.9151e-04) (hash(x)=140261555)
|
| 202 |
+
1660 train 4.979393 (lr=1.9136e-04) (hash(x)=150088650)
|
| 203 |
+
1670 train 4.854083 (lr=1.9121e-04) (hash(x)=135943513)
|
| 204 |
+
1680 train 5.097488 (lr=1.9107e-04) (hash(x)=153529653)
|
| 205 |
+
1690 train 5.129160 (lr=1.9092e-04) (hash(x)=148930360)
|
| 206 |
+
1700 val loss 5.0606
|
| 207 |
+
1700 val perplexity 157.6870
|
| 208 |
+
1700 train 5.053535 (lr=1.9077e-04) (hash(x)=138011335)
|
| 209 |
+
1710 train 4.981909 (lr=1.9061e-04) (hash(x)=141383599)
|
| 210 |
+
1720 train 5.118598 (lr=1.9046e-04) (hash(x)=161449652)
|
| 211 |
+
1730 train 4.959565 (lr=1.9031e-04) (hash(x)=153923561)
|
| 212 |
+
1740 train 4.894742 (lr=1.9015e-04) (hash(x)=146043253)
|
| 213 |
+
1750 train 4.947501 (lr=1.9000e-04) (hash(x)=155720883)
|
| 214 |
+
1760 train 4.878337 (lr=1.8984e-04) (hash(x)=148222148)
|
| 215 |
+
1770 train 5.008194 (lr=1.8968e-04) (hash(x)=155712380)
|
| 216 |
+
1780 train 4.827558 (lr=1.8952e-04) (hash(x)=149767859)
|
| 217 |
+
1790 train 5.032566 (lr=1.8936e-04) (hash(x)=167214230)
|
| 218 |
+
1800 val loss 5.0072
|
| 219 |
+
1800 val perplexity 149.4821
|
| 220 |
+
1800 train 5.034396 (lr=1.8920e-04) (hash(x)=171180926)
|
| 221 |
+
1810 train 4.992330 (lr=1.8903e-04) (hash(x)=162375834)
|
| 222 |
+
1820 train 5.120585 (lr=1.8887e-04) (hash(x)=151495752)
|
| 223 |
+
1830 train 5.002681 (lr=1.8870e-04) (hash(x)=146532257)
|
| 224 |
+
1840 train 5.052368 (lr=1.8854e-04) (hash(x)=145694434)
|
| 225 |
+
1850 train 4.977033 (lr=1.8837e-04) (hash(x)=144823488)
|
| 226 |
+
1860 train 5.054308 (lr=1.8820e-04) (hash(x)=149836286)
|
| 227 |
+
1870 train 5.007481 (lr=1.8803e-04) (hash(x)=143935049)
|
| 228 |
+
1880 train 5.040244 (lr=1.8786e-04) (hash(x)=151786371)
|
| 229 |
+
1890 train 4.963921 (lr=1.8768e-04) (hash(x)=152892567)
|
| 230 |
+
1900 val loss 4.9548
|
| 231 |
+
1900 val perplexity 141.8484
|
| 232 |
+
1900 train 4.968696 (lr=1.8751e-04) (hash(x)=141769419)
|
| 233 |
+
1910 train 5.009535 (lr=1.8734e-04) (hash(x)=156914416)
|
| 234 |
+
1920 train 4.809900 (lr=1.8716e-04) (hash(x)=151573900)
|
| 235 |
+
1930 train 4.933997 (lr=1.8698e-04) (hash(x)=145121701)
|
| 236 |
+
1940 train 4.873201 (lr=1.8680e-04) (hash(x)=150896348)
|
| 237 |
+
1950 train 5.034765 (lr=1.8663e-04) (hash(x)=168797189)
|
| 238 |
+
1960 train 4.859721 (lr=1.8645e-04) (hash(x)=146711430)
|
| 239 |
+
1970 train 4.726253 (lr=1.8626e-04) (hash(x)=152180946)
|
| 240 |
+
1980 train 4.846286 (lr=1.8608e-04) (hash(x)=155542268)
|
| 241 |
+
1990 train 4.810067 (lr=1.8590e-04) (hash(x)=144668660)
|
| 242 |
+
2000 val loss 4.8965
|
| 243 |
+
2000 val perplexity 133.8258
|
| 244 |
+
2000 train 4.896779 (lr=1.8571e-04) (hash(x)=151963443)
|
| 245 |
+
2010 train 4.878860 (lr=1.8553e-04) (hash(x)=150810352)
|
| 246 |
+
2020 train 4.888221 (lr=1.8534e-04) (hash(x)=157539832)
|
| 247 |
+
2030 train 5.029580 (lr=1.8515e-04) (hash(x)=137858786)
|
| 248 |
+
2040 train 4.800919 (lr=1.8496e-04) (hash(x)=154270900)
|
| 249 |
+
2050 train 4.654102 (lr=1.8477e-04) (hash(x)=156252579)
|
| 250 |
+
2060 train 4.592618 (lr=1.8458e-04) (hash(x)=143285549)
|
| 251 |
+
2070 train 4.812717 (lr=1.8439e-04) (hash(x)=150542438)
|
| 252 |
+
2080 train 4.767097 (lr=1.8420e-04) (hash(x)=146290330)
|
| 253 |
+
2090 train 4.784722 (lr=1.8400e-04) (hash(x)=146486756)
|
| 254 |
+
2100 val loss 4.8826
|
| 255 |
+
2100 val perplexity 131.9714
|
| 256 |
+
2100 train 4.854304 (lr=1.8381e-04) (hash(x)=162947470)
|
| 257 |
+
2110 train 4.727439 (lr=1.8361e-04) (hash(x)=150305391)
|
| 258 |
+
2120 train 4.870378 (lr=1.8341e-04) (hash(x)=156452783)
|
| 259 |
+
2130 train 4.873018 (lr=1.8321e-04) (hash(x)=167481875)
|
| 260 |
+
2140 train 4.824937 (lr=1.8301e-04) (hash(x)=141782256)
|
| 261 |
+
2150 train 4.821207 (lr=1.8281e-04) (hash(x)=145035419)
|
| 262 |
+
2160 train 4.900690 (lr=1.8261e-04) (hash(x)=142000400)
|
| 263 |
+
2170 train 4.861797 (lr=1.8241e-04) (hash(x)=144229380)
|
| 264 |
+
2180 train 4.902711 (lr=1.8220e-04) (hash(x)=166204176)
|
| 265 |
+
2190 train 4.838762 (lr=1.8200e-04) (hash(x)=150712057)
|
| 266 |
+
2200 val loss 4.8088
|
| 267 |
+
2200 val perplexity 122.5886
|
| 268 |
+
2200 train 4.753928 (lr=1.8179e-04) (hash(x)=154954810)
|
| 269 |
+
2210 train 4.917011 (lr=1.8158e-04) (hash(x)=155668760)
|
| 270 |
+
2220 train 4.711287 (lr=1.8138e-04) (hash(x)=144834708)
|
| 271 |
+
2230 train 4.761308 (lr=1.8117e-04) (hash(x)=159744566)
|
| 272 |
+
2240 train 4.702114 (lr=1.8096e-04) (hash(x)=158543377)
|
| 273 |
+
2250 train 4.698808 (lr=1.8074e-04) (hash(x)=151004281)
|
| 274 |
+
2260 train 4.802685 (lr=1.8053e-04) (hash(x)=151242482)
|
| 275 |
+
2270 train 4.753480 (lr=1.8032e-04) (hash(x)=152056559)
|
| 276 |
+
2280 train 4.680284 (lr=1.8010e-04) (hash(x)=148864076)
|
| 277 |
+
2290 train 4.784821 (lr=1.7989e-04) (hash(x)=144294586)
|
| 278 |
+
2300 val loss 4.7792
|
| 279 |
+
2300 val perplexity 119.0150
|
| 280 |
+
2300 train 4.726087 (lr=1.7967e-04) (hash(x)=151878111)
|
| 281 |
+
2310 train 4.703807 (lr=1.7946e-04) (hash(x)=154139457)
|
| 282 |
+
2320 train 4.633800 (lr=1.7924e-04) (hash(x)=155571592)
|
| 283 |
+
2330 train 4.674031 (lr=1.7902e-04) (hash(x)=154823764)
|
| 284 |
+
2340 train 4.742133 (lr=1.7880e-04) (hash(x)=153252177)
|
| 285 |
+
2350 train 4.659034 (lr=1.7858e-04) (hash(x)=136051830)
|
| 286 |
+
2360 train 4.712145 (lr=1.7835e-04) (hash(x)=153814175)
|
| 287 |
+
2370 train 4.734082 (lr=1.7813e-04) (hash(x)=146391078)
|
| 288 |
+
2380 train 4.688128 (lr=1.7791e-04) (hash(x)=150782698)
|
| 289 |
+
2390 train 4.738202 (lr=1.7768e-04) (hash(x)=142752256)
|
| 290 |
+
2400 val loss 4.7677
|
| 291 |
+
2400 val perplexity 117.6490
|
| 292 |
+
2400 train 4.636341 (lr=1.7745e-04) (hash(x)=158661057)
|
| 293 |
+
2410 train 4.697392 (lr=1.7723e-04) (hash(x)=153611303)
|
| 294 |
+
2420 train 4.860507 (lr=1.7700e-04) (hash(x)=159508684)
|
| 295 |
+
2430 train 4.668229 (lr=1.7677e-04) (hash(x)=149501192)
|
| 296 |
+
2440 train 4.340519 (lr=1.7654e-04) (hash(x)=181177177)
|
| 297 |
+
2450 train 4.824966 (lr=1.7631e-04) (hash(x)=163664732)
|
| 298 |
+
2460 train 4.619841 (lr=1.7607e-04) (hash(x)=194527955)
|
| 299 |
+
2470 train 4.740547 (lr=1.7584e-04) (hash(x)=158088521)
|
| 300 |
+
2480 train 4.685566 (lr=1.7561e-04) (hash(x)=152865678)
|
| 301 |
+
2490 train 4.683333 (lr=1.7537e-04) (hash(x)=165703871)
|
| 302 |
+
2500 val loss 4.7055
|
| 303 |
+
2500 val perplexity 110.5492
|
| 304 |
+
2500 train 4.751377 (lr=1.7514e-04) (hash(x)=150925584)
|
| 305 |
+
2510 train 4.655087 (lr=1.7490e-04) (hash(x)=144406177)
|
| 306 |
+
2520 train 4.495244 (lr=1.7466e-04) (hash(x)=120133043)
|
| 307 |
+
2530 train 4.752213 (lr=1.7442e-04) (hash(x)=167900247)
|
| 308 |
+
2540 train 4.641245 (lr=1.7418e-04) (hash(x)=162599203)
|
| 309 |
+
2550 train 4.655796 (lr=1.7394e-04) (hash(x)=149328180)
|
| 310 |
+
2560 train 4.590129 (lr=1.7370e-04) (hash(x)=150049968)
|
| 311 |
+
2570 train 4.710280 (lr=1.7346e-04) (hash(x)=162876159)
|
| 312 |
+
2580 train 4.548274 (lr=1.7321e-04) (hash(x)=148260649)
|
| 313 |
+
2590 train 4.670132 (lr=1.7297e-04) (hash(x)=148998018)
|
| 314 |
+
2600 val loss 4.6820
|
| 315 |
+
2600 val perplexity 107.9882
|
| 316 |
+
2600 train 4.610139 (lr=1.7272e-04) (hash(x)=144515755)
|
| 317 |
+
2610 train 4.724717 (lr=1.7248e-04) (hash(x)=154455224)
|
| 318 |
+
2620 train 4.556958 (lr=1.7223e-04) (hash(x)=142920048)
|
| 319 |
+
2630 train 4.667206 (lr=1.7198e-04) (hash(x)=143931236)
|
| 320 |
+
2640 train 4.523838 (lr=1.7173e-04) (hash(x)=150983323)
|
| 321 |
+
2650 train 4.609798 (lr=1.7148e-04) (hash(x)=139360405)
|
| 322 |
+
2660 train 4.538650 (lr=1.7123e-04) (hash(x)=148850470)
|
| 323 |
+
2670 train 4.777700 (lr=1.7098e-04) (hash(x)=149929606)
|
| 324 |
+
2680 train 4.745118 (lr=1.7073e-04) (hash(x)=151673000)
|
| 325 |
+
2690 train 4.606165 (lr=1.7048e-04) (hash(x)=140631266)
|
| 326 |
+
2700 val loss 4.6652
|
| 327 |
+
2700 val perplexity 106.1821
|
| 328 |
+
2700 train 4.608135 (lr=1.7022e-04) (hash(x)=153109144)
|
| 329 |
+
2710 train 4.466459 (lr=1.6997e-04) (hash(x)=135332836)
|
| 330 |
+
2720 train 4.825546 (lr=1.6971e-04) (hash(x)=131611182)
|
| 331 |
+
2730 train 4.679884 (lr=1.6945e-04) (hash(x)=142909388)
|
| 332 |
+
2740 train 4.697910 (lr=1.6920e-04) (hash(x)=145593419)
|
| 333 |
+
2750 train 4.599571 (lr=1.6894e-04) (hash(x)=158225769)
|
| 334 |
+
2760 train 4.617232 (lr=1.6868e-04) (hash(x)=170509938)
|
| 335 |
+
2770 train 4.590373 (lr=1.6842e-04) (hash(x)=150785805)
|
| 336 |
+
2780 train 4.552293 (lr=1.6816e-04) (hash(x)=167281736)
|
| 337 |
+
2790 train 4.738145 (lr=1.6789e-04) (hash(x)=161660187)
|
| 338 |
+
2800 val loss 4.6272
|
| 339 |
+
2800 val perplexity 102.2262
|
| 340 |
+
2800 train 4.644163 (lr=1.6763e-04) (hash(x)=151152897)
|
| 341 |
+
2810 train 4.616184 (lr=1.6737e-04) (hash(x)=143172067)
|
| 342 |
+
2820 train 4.629508 (lr=1.6710e-04) (hash(x)=141569169)
|
| 343 |
+
2830 train 4.511320 (lr=1.6684e-04) (hash(x)=159709681)
|
| 344 |
+
2840 train 4.600198 (lr=1.6657e-04) (hash(x)=162552294)
|
| 345 |
+
2850 train 4.682267 (lr=1.6631e-04) (hash(x)=146762690)
|
| 346 |
+
2860 train 4.564099 (lr=1.6604e-04) (hash(x)=145729422)
|
| 347 |
+
2870 train 4.618160 (lr=1.6577e-04) (hash(x)=144360628)
|
| 348 |
+
2880 train 4.443743 (lr=1.6550e-04) (hash(x)=147737098)
|
| 349 |
+
2890 train 4.556001 (lr=1.6523e-04) (hash(x)=146849057)
|
| 350 |
+
2900 val loss 4.6070
|
| 351 |
+
2900 val perplexity 100.1817
|
| 352 |
+
2900 train 4.605151 (lr=1.6496e-04) (hash(x)=145800210)
|
| 353 |
+
2910 train 4.423512 (lr=1.6469e-04) (hash(x)=147316313)
|
| 354 |
+
2920 train 4.475365 (lr=1.6441e-04) (hash(x)=152595415)
|
| 355 |
+
2930 train 4.635031 (lr=1.6414e-04) (hash(x)=156542647)
|
| 356 |
+
2940 train 4.486027 (lr=1.6387e-04) (hash(x)=141183896)
|
| 357 |
+
2950 train 4.603455 (lr=1.6359e-04) (hash(x)=156329036)
|
| 358 |
+
2960 train 4.626204 (lr=1.6332e-04) (hash(x)=156717793)
|
| 359 |
+
2970 train 4.476183 (lr=1.6304e-04) (hash(x)=143949931)
|
| 360 |
+
2980 train 4.571628 (lr=1.6276e-04) (hash(x)=155067290)
|
| 361 |
+
2990 train 4.515110 (lr=1.6248e-04) (hash(x)=148774729)
|
| 362 |
+
3000 val loss 4.6067
|
| 363 |
+
3000 val perplexity 100.1577
|
| 364 |
+
3000 train 4.494736 (lr=1.6221e-04) (hash(x)=141997485)
|
| 365 |
+
3010 train 4.472013 (lr=1.6193e-04) (hash(x)=160762953)
|
| 366 |
+
3020 train 4.468177 (lr=1.6165e-04) (hash(x)=170341665)
|
| 367 |
+
3030 train 4.708908 (lr=1.6136e-04) (hash(x)=150722836)
|
| 368 |
+
3040 train 4.508104 (lr=1.6108e-04) (hash(x)=154243307)
|
| 369 |
+
3050 train 4.535357 (lr=1.6080e-04) (hash(x)=146077234)
|
| 370 |
+
3060 train 4.502595 (lr=1.6052e-04) (hash(x)=152125542)
|
| 371 |
+
3070 train 4.676445 (lr=1.6023e-04) (hash(x)=144149387)
|
| 372 |
+
3080 train 4.518022 (lr=1.5995e-04) (hash(x)=147508712)
|
| 373 |
+
3090 train 4.504861 (lr=1.5966e-04) (hash(x)=143583369)
|
| 374 |
+
3100 val loss 4.5625
|
| 375 |
+
3100 val perplexity 95.8224
|
| 376 |
+
3100 train 4.524681 (lr=1.5938e-04) (hash(x)=154049740)
|
| 377 |
+
3110 train 4.599205 (lr=1.5909e-04) (hash(x)=147054835)
|
| 378 |
+
3120 train 4.590798 (lr=1.5880e-04) (hash(x)=152468568)
|
| 379 |
+
3130 train 4.520497 (lr=1.5851e-04) (hash(x)=151635194)
|
| 380 |
+
3140 train 4.498206 (lr=1.5822e-04) (hash(x)=150396274)
|
| 381 |
+
3150 train 4.512784 (lr=1.5793e-04) (hash(x)=141306267)
|
| 382 |
+
3160 train 4.480770 (lr=1.5764e-04) (hash(x)=151110762)
|
| 383 |
+
3170 train 4.555854 (lr=1.5735e-04) (hash(x)=146518875)
|
| 384 |
+
3180 train 4.447691 (lr=1.5706e-04) (hash(x)=139914401)
|
| 385 |
+
3190 train 4.458163 (lr=1.5677e-04) (hash(x)=161631880)
|
| 386 |
+
3200 val loss 4.5678
|
| 387 |
+
3200 val perplexity 96.3325
|
| 388 |
+
3200 train 4.464018 (lr=1.5648e-04) (hash(x)=150471842)
|
| 389 |
+
3210 train 4.544499 (lr=1.5618e-04) (hash(x)=147355138)
|
| 390 |
+
3220 train 4.327750 (lr=1.5589e-04) (hash(x)=138879678)
|
| 391 |
+
3230 train 4.413097 (lr=1.5559e-04) (hash(x)=123929679)
|
| 392 |
+
3240 train 4.517000 (lr=1.5530e-04) (hash(x)=157263734)
|
| 393 |
+
3250 train 4.509780 (lr=1.5500e-04) (hash(x)=148065539)
|
| 394 |
+
3260 train 4.433766 (lr=1.5470e-04) (hash(x)=138020742)
|
| 395 |
+
3270 train 4.299691 (lr=1.5441e-04) (hash(x)=142053611)
|
| 396 |
+
3280 train 4.452711 (lr=1.5411e-04) (hash(x)=155444784)
|
| 397 |
+
3290 train 4.267416 (lr=1.5381e-04) (hash(x)=148500315)
|
| 398 |
+
3300 val loss 4.5479
|
| 399 |
+
3300 val perplexity 94.4349
|
| 400 |
+
3300 train 4.504673 (lr=1.5351e-04) (hash(x)=149048126)
|
| 401 |
+
3310 train 4.459144 (lr=1.5321e-04) (hash(x)=141680674)
|
| 402 |
+
3320 train 4.397059 (lr=1.5291e-04) (hash(x)=143310642)
|
| 403 |
+
3330 train 4.514332 (lr=1.5261e-04) (hash(x)=149891496)
|
| 404 |
+
3340 train 4.474998 (lr=1.5230e-04) (hash(x)=151244609)
|
| 405 |
+
3350 train 4.485167 (lr=1.5200e-04) (hash(x)=157158479)
|
| 406 |
+
3360 train 4.353802 (lr=1.5170e-04) (hash(x)=151709876)
|
| 407 |
+
3370 train 4.487107 (lr=1.5139e-04) (hash(x)=145297090)
|
| 408 |
+
3380 train 4.499591 (lr=1.5109e-04) (hash(x)=154767881)
|
| 409 |
+
3390 train 4.483547 (lr=1.5078e-04) (hash(x)=152600366)
|
| 410 |
+
3400 val loss 4.5264
|
| 411 |
+
3400 val perplexity 92.4273
|
| 412 |
+
3400 train 4.699473 (lr=1.5048e-04) (hash(x)=161261339)
|
| 413 |
+
3410 train 4.450081 (lr=1.5017e-04) (hash(x)=146859162)
|
| 414 |
+
3420 train 4.540144 (lr=1.4986e-04) (hash(x)=149276224)
|
| 415 |
+
3430 train 4.581402 (lr=1.4956e-04) (hash(x)=155866933)
|
| 416 |
+
3440 train 4.415562 (lr=1.4925e-04) (hash(x)=143191904)
|
| 417 |
+
3450 train 4.645755 (lr=1.4894e-04) (hash(x)=156910661)
|
| 418 |
+
3460 train 4.412221 (lr=1.4863e-04) (hash(x)=140850879)
|
| 419 |
+
3470 train 4.655238 (lr=1.4832e-04) (hash(x)=162140445)
|
| 420 |
+
3480 train 4.400720 (lr=1.4801e-04) (hash(x)=145607495)
|
| 421 |
+
3490 train 4.413011 (lr=1.4770e-04) (hash(x)=152496121)
|
| 422 |
+
3500 val loss 4.5130
|
| 423 |
+
3500 val perplexity 91.1984
|
| 424 |
+
3500 train 4.386954 (lr=1.4739e-04) (hash(x)=157495564)
|
| 425 |
+
3510 train 4.499444 (lr=1.4708e-04) (hash(x)=147657004)
|
| 426 |
+
3520 train 4.468650 (lr=1.4676e-04) (hash(x)=152978060)
|
| 427 |
+
3530 train 4.407806 (lr=1.4645e-04) (hash(x)=146800180)
|
| 428 |
+
3540 train 4.507030 (lr=1.4614e-04) (hash(x)=195450444)
|
| 429 |
+
3550 train 4.449342 (lr=1.4582e-04) (hash(x)=151114129)
|
| 430 |
+
3560 train 4.439520 (lr=1.4551e-04) (hash(x)=143833190)
|
| 431 |
+
3570 train 4.252267 (lr=1.4519e-04) (hash(x)=146039971)
|
| 432 |
+
3580 train 4.321498 (lr=1.4488e-04) (hash(x)=145172249)
|
| 433 |
+
3590 train 4.241528 (lr=1.4456e-04) (hash(x)=159164125)
|
| 434 |
+
3600 val loss 4.5043
|
| 435 |
+
3600 val perplexity 90.4028
|
| 436 |
+
3600 train 4.475197 (lr=1.4424e-04) (hash(x)=144352932)
|
| 437 |
+
3610 train 4.468740 (lr=1.4393e-04) (hash(x)=150550670)
|
| 438 |
+
3620 train 4.567307 (lr=1.4361e-04) (hash(x)=147170125)
|
| 439 |
+
3630 train 4.356416 (lr=1.4329e-04) (hash(x)=139473935)
|
| 440 |
+
3640 train 4.386318 (lr=1.4297e-04) (hash(x)=159294424)
|
| 441 |
+
3650 train 4.501210 (lr=1.4265e-04) (hash(x)=145943278)
|
| 442 |
+
3660 train 4.524951 (lr=1.4233e-04) (hash(x)=141647872)
|
| 443 |
+
3670 train 4.498155 (lr=1.4201e-04) (hash(x)=147109351)
|
| 444 |
+
3680 train 4.523514 (lr=1.4169e-04) (hash(x)=140683368)
|
| 445 |
+
3690 train 4.450881 (lr=1.4137e-04) (hash(x)=156276284)
|
| 446 |
+
3700 val loss 4.4844
|
| 447 |
+
3700 val perplexity 88.6258
|
| 448 |
+
3700 train 4.411953 (lr=1.4105e-04) (hash(x)=149389012)
|
| 449 |
+
3710 train 4.512041 (lr=1.4073e-04) (hash(x)=142107929)
|
| 450 |
+
3720 train 4.507792 (lr=1.4041e-04) (hash(x)=147828843)
|
| 451 |
+
3730 train 4.583274 (lr=1.4008e-04) (hash(x)=141784679)
|
| 452 |
+
3740 train 4.454018 (lr=1.3976e-04) (hash(x)=153375464)
|
| 453 |
+
3750 train 4.405389 (lr=1.3944e-04) (hash(x)=153716001)
|
| 454 |
+
3760 train 4.374485 (lr=1.3911e-04) (hash(x)=146848822)
|
| 455 |
+
3770 train 4.321904 (lr=1.3879e-04) (hash(x)=148396782)
|
| 456 |
+
3780 train 4.389256 (lr=1.3846e-04) (hash(x)=153563244)
|
| 457 |
+
3790 train 4.311008 (lr=1.3814e-04) (hash(x)=160808734)
|
| 458 |
+
3800 val loss 4.4708
|
| 459 |
+
3800 val perplexity 87.4271
|
| 460 |
+
3800 train 4.473656 (lr=1.3781e-04) (hash(x)=146607620)
|
| 461 |
+
3810 train 4.462682 (lr=1.3749e-04) (hash(x)=152580677)
|
| 462 |
+
3820 train 4.774294 (lr=1.3716e-04) (hash(x)=144860879)
|
| 463 |
+
3830 train 4.474754 (lr=1.3683e-04) (hash(x)=162099851)
|
| 464 |
+
3840 train 4.429060 (lr=1.3650e-04) (hash(x)=159506855)
|
| 465 |
+
3850 train 4.339765 (lr=1.3618e-04) (hash(x)=140022686)
|
| 466 |
+
3860 train 4.440007 (lr=1.3585e-04) (hash(x)=152137850)
|
| 467 |
+
3870 train 4.523821 (lr=1.3552e-04) (hash(x)=142666785)
|
| 468 |
+
3880 train 4.406719 (lr=1.3519e-04) (hash(x)=148285868)
|
| 469 |
+
3890 train 4.374085 (lr=1.3486e-04) (hash(x)=147910067)
|
| 470 |
+
3900 val loss 4.4646
|
| 471 |
+
3900 val perplexity 86.8851
|
| 472 |
+
3900 train 4.400462 (lr=1.3453e-04) (hash(x)=143754617)
|
| 473 |
+
3910 train 4.403353 (lr=1.3420e-04) (hash(x)=154779949)
|
| 474 |
+
3920 train 4.231364 (lr=1.3387e-04) (hash(x)=137824061)
|
| 475 |
+
3930 train 4.194984 (lr=1.3354e-04) (hash(x)=136933373)
|
| 476 |
+
3940 train 4.276679 (lr=1.3321e-04) (hash(x)=164054337)
|
| 477 |
+
3950 train 4.564040 (lr=1.3288e-04) (hash(x)=155752984)
|
| 478 |
+
3960 train 4.607040 (lr=1.3255e-04) (hash(x)=160957673)
|
| 479 |
+
3970 train 4.474471 (lr=1.3222e-04) (hash(x)=157158690)
|
| 480 |
+
3980 train 4.479353 (lr=1.3188e-04) (hash(x)=153282027)
|
| 481 |
+
3990 train 4.506903 (lr=1.3155e-04) (hash(x)=152183510)
|
| 482 |
+
4000 val loss 4.4415
|
| 483 |
+
4000 val perplexity 84.8986
|
| 484 |
+
4000 train 4.376513 (lr=1.3122e-04) (hash(x)=156930722)
|
| 485 |
+
4010 train 4.380332 (lr=1.3089e-04) (hash(x)=150798740)
|
| 486 |
+
4020 train 4.575028 (lr=1.3055e-04) (hash(x)=142632400)
|
| 487 |
+
4030 train 4.500770 (lr=1.3022e-04) (hash(x)=173326287)
|
| 488 |
+
4040 train 4.385245 (lr=1.2988e-04) (hash(x)=128797443)
|
| 489 |
+
4050 train 4.375233 (lr=1.2955e-04) (hash(x)=146937792)
|
| 490 |
+
4060 train 4.493315 (lr=1.2921e-04) (hash(x)=164579030)
|
| 491 |
+
4070 train 4.362973 (lr=1.2888e-04) (hash(x)=149459820)
|
| 492 |
+
4080 train 4.327494 (lr=1.2854e-04) (hash(x)=160159595)
|
| 493 |
+
4090 train 4.260346 (lr=1.2821e-04) (hash(x)=141507853)
|
| 494 |
+
4100 val loss 4.4336
|
| 495 |
+
4100 val perplexity 84.2360
|
| 496 |
+
4100 train 4.380561 (lr=1.2787e-04) (hash(x)=147500519)
|
| 497 |
+
4110 train 4.375722 (lr=1.2754e-04) (hash(x)=153297081)
|
| 498 |
+
4120 train 4.377880 (lr=1.2720e-04) (hash(x)=142560288)
|
| 499 |
+
4130 train 4.409745 (lr=1.2686e-04) (hash(x)=153380118)
|
| 500 |
+
4140 train 4.306442 (lr=1.2653e-04) (hash(x)=143150720)
|
| 501 |
+
4150 train 4.351232 (lr=1.2619e-04) (hash(x)=143459564)
|
| 502 |
+
4160 train 4.372649 (lr=1.2585e-04) (hash(x)=153955741)
|
| 503 |
+
4170 train 4.479025 (lr=1.2552e-04) (hash(x)=152199253)
|
| 504 |
+
4180 train 4.259434 (lr=1.2518e-04) (hash(x)=165957668)
|
| 505 |
+
4190 train 4.295711 (lr=1.2484e-04) (hash(x)=144866923)
|
| 506 |
+
4200 val loss 4.4368
|
| 507 |
+
4200 val perplexity 84.5080
|
| 508 |
+
4200 train 4.296550 (lr=1.2450e-04) (hash(x)=143232237)
|
| 509 |
+
4210 train 4.216445 (lr=1.2416e-04) (hash(x)=151907163)
|
| 510 |
+
4220 train 4.330945 (lr=1.2383e-04) (hash(x)=145917587)
|
| 511 |
+
4230 train 4.143333 (lr=1.2349e-04) (hash(x)=147258846)
|
| 512 |
+
4240 train 4.299682 (lr=1.2315e-04) (hash(x)=143449843)
|
| 513 |
+
4250 train 4.271683 (lr=1.2281e-04) (hash(x)=184883715)
|
| 514 |
+
4260 train 4.363529 (lr=1.2247e-04) (hash(x)=156958761)
|
| 515 |
+
4270 train 4.454966 (lr=1.2213e-04) (hash(x)=168870544)
|
| 516 |
+
4280 train 4.376136 (lr=1.2179e-04) (hash(x)=179446735)
|
| 517 |
+
4290 train 4.394639 (lr=1.2145e-04) (hash(x)=145649386)
|
| 518 |
+
4300 val loss 4.4171
|
| 519 |
+
4300 val perplexity 82.8588
|
| 520 |
+
4300 train 4.254510 (lr=1.2111e-04) (hash(x)=146811670)
|
| 521 |
+
4310 train 4.520589 (lr=1.2077e-04) (hash(x)=151907075)
|
| 522 |
+
4320 train 4.335262 (lr=1.2043e-04) (hash(x)=138628365)
|
| 523 |
+
4330 train 4.389732 (lr=1.2009e-04) (hash(x)=151608240)
|
| 524 |
+
4340 train 4.301316 (lr=1.1975e-04) (hash(x)=160111319)
|
| 525 |
+
4350 train 4.451436 (lr=1.1941e-04) (hash(x)=144958652)
|
| 526 |
+
4360 train 4.255314 (lr=1.1907e-04) (hash(x)=149176222)
|
| 527 |
+
4370 train 4.311791 (lr=1.1873e-04) (hash(x)=216221371)
|
| 528 |
+
4380 train 4.254924 (lr=1.1838e-04) (hash(x)=141760648)
|
| 529 |
+
4390 train 4.333160 (lr=1.1804e-04) (hash(x)=151710283)
|
| 530 |
+
4400 val loss 4.4064
|
| 531 |
+
4400 val perplexity 81.9706
|
| 532 |
+
4400 train 4.459096 (lr=1.1770e-04) (hash(x)=158418746)
|
| 533 |
+
4410 train 4.306726 (lr=1.1736e-04) (hash(x)=142331301)
|
| 534 |
+
4420 train 4.389251 (lr=1.1702e-04) (hash(x)=146507180)
|
| 535 |
+
4430 train 4.487090 (lr=1.1668e-04) (hash(x)=166506937)
|
| 536 |
+
4440 train 4.420139 (lr=1.1634e-04) (hash(x)=151209447)
|
| 537 |
+
4450 train 4.392083 (lr=1.1599e-04) (hash(x)=149186822)
|
| 538 |
+
4460 train 4.358459 (lr=1.1565e-04) (hash(x)=144348412)
|
| 539 |
+
4470 train 4.265626 (lr=1.1531e-04) (hash(x)=156494284)
|
| 540 |
+
4480 train 4.299117 (lr=1.1497e-04) (hash(x)=147238744)
|
| 541 |
+
4490 train 4.239520 (lr=1.1462e-04) (hash(x)=150746185)
|
| 542 |
+
4500 val loss 4.4016
|
| 543 |
+
4500 val perplexity 81.5782
|
| 544 |
+
4500 train 4.338185 (lr=1.1428e-04) (hash(x)=156695778)
|
| 545 |
+
4510 train 4.168920 (lr=1.1394e-04) (hash(x)=135988958)
|
| 546 |
+
4520 train 4.337834 (lr=1.1360e-04) (hash(x)=148272110)
|
| 547 |
+
4530 train 4.256871 (lr=1.1326e-04) (hash(x)=136459794)
|
| 548 |
+
4540 train 4.302117 (lr=1.1291e-04) (hash(x)=147624954)
|
| 549 |
+
4550 train 4.299829 (lr=1.1257e-04) (hash(x)=154947199)
|
| 550 |
+
4560 train 4.344871 (lr=1.1223e-04) (hash(x)=147869166)
|
| 551 |
+
4570 train 4.217010 (lr=1.1188e-04) (hash(x)=148415463)
|
| 552 |
+
4580 train 4.381991 (lr=1.1154e-04) (hash(x)=152104066)
|
| 553 |
+
4590 train 4.273722 (lr=1.1120e-04) (hash(x)=147060040)
|
| 554 |
+
4600 val loss 4.3944
|
| 555 |
+
4600 val perplexity 80.9945
|
| 556 |
+
4600 train 4.348307 (lr=1.1086e-04) (hash(x)=147791497)
|
| 557 |
+
4610 train 4.536617 (lr=1.1051e-04) (hash(x)=155595556)
|
| 558 |
+
4620 train 4.387483 (lr=1.1017e-04) (hash(x)=147178858)
|
| 559 |
+
4630 train 4.434367 (lr=1.0983e-04) (hash(x)=152617112)
|
| 560 |
+
4640 train 4.449227 (lr=1.0949e-04) (hash(x)=161766869)
|
| 561 |
+
4650 train 4.444243 (lr=1.0914e-04) (hash(x)=158075561)
|
| 562 |
+
4660 train 4.450589 (lr=1.0880e-04) (hash(x)=145360002)
|
| 563 |
+
4670 train 4.341477 (lr=1.0846e-04) (hash(x)=144538791)
|
| 564 |
+
4680 train 4.346433 (lr=1.0812e-04) (hash(x)=142711273)
|
| 565 |
+
4690 train 4.563562 (lr=1.0777e-04) (hash(x)=193907362)
|
| 566 |
+
4700 val loss 4.3761
|
| 567 |
+
4700 val perplexity 79.5294
|
| 568 |
+
4700 train 4.337259 (lr=1.0743e-04) (hash(x)=155533088)
|
| 569 |
+
4710 train 4.290280 (lr=1.0709e-04) (hash(x)=148618528)
|
| 570 |
+
4720 train 4.405389 (lr=1.0674e-04) (hash(x)=150502624)
|
| 571 |
+
4730 train 4.299401 (lr=1.0640e-04) (hash(x)=189205847)
|
| 572 |
+
4740 train 4.345629 (lr=1.0606e-04) (hash(x)=167322800)
|
| 573 |
+
4750 train 4.453078 (lr=1.0572e-04) (hash(x)=162169095)
|
| 574 |
+
4760 train 4.158504 (lr=1.0538e-04) (hash(x)=143459469)
|
| 575 |
+
4770 train 4.236567 (lr=1.0503e-04) (hash(x)=144386593)
|
| 576 |
+
4780 train 4.195615 (lr=1.0469e-04) (hash(x)=143721184)
|
| 577 |
+
4790 train 4.280142 (lr=1.0435e-04) (hash(x)=146077222)
|
| 578 |
+
4800 val loss 4.3766
|
| 579 |
+
4800 val perplexity 79.5687
|
| 580 |
+
4800 train 4.244648 (lr=1.0401e-04) (hash(x)=138350044)
|
| 581 |
+
4810 train 4.248234 (lr=1.0366e-04) (hash(x)=154960112)
|
| 582 |
+
4820 train 4.153278 (lr=1.0332e-04) (hash(x)=146950685)
|
| 583 |
+
4830 train 4.164750 (lr=1.0298e-04) (hash(x)=140224554)
|
| 584 |
+
4840 train 4.160818 (lr=1.0264e-04) (hash(x)=156640495)
|
| 585 |
+
4850 train 4.360028 (lr=1.0230e-04) (hash(x)=153409150)
|
| 586 |
+
4860 train 4.289172 (lr=1.0196e-04) (hash(x)=151647700)
|
| 587 |
+
4870 train 4.685504 (lr=1.0162e-04) (hash(x)=155465603)
|
| 588 |
+
4880 train 4.520584 (lr=1.0127e-04) (hash(x)=153404400)
|
| 589 |
+
4890 train 4.429728 (lr=1.0093e-04) (hash(x)=170409281)
|
| 590 |
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4900 val loss 4.3620
|
| 591 |
+
4900 val perplexity 78.4139
|
| 592 |
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4900 train 4.282740 (lr=1.0059e-04) (hash(x)=143735284)
|
| 593 |
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4910 train 4.413850 (lr=1.0025e-04) (hash(x)=150784329)
|
| 594 |
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4920 train 4.307442 (lr=9.9911e-05) (hash(x)=152353574)
|
| 595 |
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4930 train 4.267021 (lr=9.9571e-05) (hash(x)=152677008)
|
| 596 |
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4940 train 4.336789 (lr=9.9230e-05) (hash(x)=140553861)
|
| 597 |
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4950 train 4.417282 (lr=9.8890e-05) (hash(x)=152869181)
|
| 598 |
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4960 train 4.386991 (lr=9.8550e-05) (hash(x)=153011079)
|
| 599 |
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4970 train 4.335236 (lr=9.8210e-05) (hash(x)=152796617)
|
| 600 |
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4980 train 4.427298 (lr=9.7870e-05) (hash(x)=146868417)
|
| 601 |
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4990 train 4.309089 (lr=9.7531e-05) (hash(x)=140168188)
|
| 602 |
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5000 val loss 4.3515
|
| 603 |
+
5000 val perplexity 77.5964
|
| 604 |
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5000 train 4.302033 (lr=9.7192e-05) (hash(x)=154976463)
|
| 605 |
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5010 train 4.356619 (lr=9.6853e-05) (hash(x)=148582690)
|
| 606 |
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5020 train 4.368586 (lr=9.6514e-05) (hash(x)=166715464)
|
| 607 |
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5030 train 4.327526 (lr=9.6175e-05) (hash(x)=150616397)
|
| 608 |
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5040 train 4.379251 (lr=9.5836e-05) (hash(x)=150775548)
|
| 609 |
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5050 train 4.360279 (lr=9.5498e-05) (hash(x)=150575367)
|
| 610 |
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5060 train 4.290219 (lr=9.5160e-05) (hash(x)=152352082)
|
| 611 |
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5070 train 4.340550 (lr=9.4822e-05) (hash(x)=150269272)
|
| 612 |
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5080 train 4.369705 (lr=9.4484e-05) (hash(x)=146499361)
|
| 613 |
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5090 train 4.061824 (lr=9.4147e-05) (hash(x)=148734454)
|
| 614 |
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5100 val loss 4.3528
|
| 615 |
+
5100 val perplexity 77.6995
|
| 616 |
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5100 train 4.256035 (lr=9.3809e-05) (hash(x)=149894982)
|
| 617 |
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5110 train 4.297043 (lr=9.3472e-05) (hash(x)=154487751)
|
| 618 |
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5120 train 4.243855 (lr=9.3136e-05) (hash(x)=144169582)
|
| 619 |
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5130 train 4.219214 (lr=9.2799e-05) (hash(x)=152217630)
|
| 620 |
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5140 train 4.288573 (lr=9.2463e-05) (hash(x)=158233831)
|
| 621 |
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5150 train 4.306287 (lr=9.2127e-05) (hash(x)=142746426)
|
| 622 |
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5160 train 4.299368 (lr=9.1791e-05) (hash(x)=139184458)
|
| 623 |
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5170 train 4.376637 (lr=9.1456e-05) (hash(x)=140624857)
|
| 624 |
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5180 train 4.118787 (lr=9.1120e-05) (hash(x)=154107423)
|
| 625 |
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5190 train 4.076274 (lr=9.0785e-05) (hash(x)=144892610)
|
| 626 |
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5200 val loss 4.3490
|
| 627 |
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5200 val perplexity 77.4032
|
| 628 |
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5200 train 4.015386 (lr=9.0451e-05) (hash(x)=159326689)
|
| 629 |
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5210 train 4.180365 (lr=9.0116e-05) (hash(x)=151186017)
|
| 630 |
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5220 train 3.994715 (lr=8.9782e-05) (hash(x)=148996819)
|
| 631 |
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5230 train 3.963748 (lr=8.9448e-05) (hash(x)=150829917)
|
| 632 |
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5240 train 4.068003 (lr=8.9115e-05) (hash(x)=152758972)
|
| 633 |
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5250 train 4.031098 (lr=8.8782e-05) (hash(x)=154345903)
|
| 634 |
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5260 train 4.028433 (lr=8.8449e-05) (hash(x)=150134947)
|
| 635 |
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5270 train 4.113491 (lr=8.8116e-05) (hash(x)=149689310)
|
| 636 |
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5280 train 4.335382 (lr=8.7784e-05) (hash(x)=147662223)
|
| 637 |
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5290 train 4.413094 (lr=8.7452e-05) (hash(x)=165770608)
|
| 638 |
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5300 val loss 4.3397
|
| 639 |
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5300 val perplexity 76.6858
|
| 640 |
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5300 train 4.384235 (lr=8.7120e-05) (hash(x)=159484800)
|
| 641 |
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5310 train 4.413448 (lr=8.6789e-05) (hash(x)=152672536)
|
| 642 |
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5320 train 4.242175 (lr=8.6458e-05) (hash(x)=152728812)
|
| 643 |
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5330 train 4.191294 (lr=8.6127e-05) (hash(x)=152778685)
|
| 644 |
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5340 train 4.289635 (lr=8.5797e-05) (hash(x)=149818849)
|
| 645 |
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5350 train 4.207667 (lr=8.5467e-05) (hash(x)=168239739)
|
| 646 |
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5360 train 4.353477 (lr=8.5138e-05) (hash(x)=139859423)
|
| 647 |
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5370 train 4.193311 (lr=8.4809e-05) (hash(x)=139315327)
|
| 648 |
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5380 train 4.384632 (lr=8.4480e-05) (hash(x)=163068509)
|
| 649 |
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5390 train 4.345930 (lr=8.4151e-05) (hash(x)=147645415)
|
| 650 |
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5400 val loss 4.3220
|
| 651 |
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5400 val perplexity 75.3362
|
| 652 |
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5400 train 4.306064 (lr=8.3823e-05) (hash(x)=140385615)
|
| 653 |
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5410 train 4.169956 (lr=8.3495e-05) (hash(x)=151381862)
|
| 654 |
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5420 train 4.334346 (lr=8.3168e-05) (hash(x)=152445092)
|
| 655 |
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5430 train 4.323414 (lr=8.2841e-05) (hash(x)=142454479)
|
| 656 |
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5440 train 4.279739 (lr=8.2515e-05) (hash(x)=151308771)
|
| 657 |
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5450 train 4.140946 (lr=8.2188e-05) (hash(x)=150886070)
|
| 658 |
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5460 train 4.239882 (lr=8.1863e-05) (hash(x)=146080408)
|
| 659 |
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5470 train 4.267916 (lr=8.1537e-05) (hash(x)=149828857)
|
| 660 |
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5480 train 4.233772 (lr=8.1212e-05) (hash(x)=139922034)
|
| 661 |
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5490 train 4.187518 (lr=8.0888e-05) (hash(x)=150262276)
|
| 662 |
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5500 val loss 4.3213
|
| 663 |
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5500 val perplexity 75.2872
|
| 664 |
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5500 train 4.160833 (lr=8.0564e-05) (hash(x)=148498335)
|
| 665 |
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5510 train 4.272779 (lr=8.0240e-05) (hash(x)=157036224)
|
| 666 |
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5520 train 4.150296 (lr=7.9917e-05) (hash(x)=134093409)
|
| 667 |
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5530 train 4.186122 (lr=7.9594e-05) (hash(x)=153126250)
|
| 668 |
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5540 train 4.180004 (lr=7.9272e-05) (hash(x)=136170985)
|
| 669 |
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5550 train 4.170107 (lr=7.8950e-05) (hash(x)=152841201)
|
| 670 |
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5560 train 4.271146 (lr=7.8629e-05) (hash(x)=147439014)
|
| 671 |
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5570 train 4.186988 (lr=7.8308e-05) (hash(x)=143476132)
|
| 672 |
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5580 train 3.966444 (lr=7.7987e-05) (hash(x)=139503437)
|
| 673 |
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5590 train 4.020775 (lr=7.7667e-05) (hash(x)=131664955)
|
| 674 |
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5600 val loss 4.3251
|
| 675 |
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5600 val perplexity 75.5734
|
| 676 |
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5600 train 4.101376 (lr=7.7347e-05) (hash(x)=151907614)
|
| 677 |
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5610 train 4.000906 (lr=7.7028e-05) (hash(x)=157132674)
|
| 678 |
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5620 train 4.193883 (lr=7.6710e-05) (hash(x)=146793775)
|
| 679 |
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5630 train 4.137687 (lr=7.6391e-05) (hash(x)=147237910)
|
| 680 |
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5640 train 4.042099 (lr=7.6074e-05) (hash(x)=141120024)
|
| 681 |
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5650 train 4.034603 (lr=7.5756e-05) (hash(x)=144275645)
|
| 682 |
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5660 train 4.076093 (lr=7.5440e-05) (hash(x)=159088002)
|
| 683 |
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5670 train 4.118015 (lr=7.5124e-05) (hash(x)=147224479)
|
| 684 |
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5680 train 4.441064 (lr=7.4808e-05) (hash(x)=147208743)
|
| 685 |
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5690 train 4.265195 (lr=7.4493e-05) (hash(x)=154384701)
|
| 686 |
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5700 val loss 4.3196
|
| 687 |
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5700 val perplexity 75.1609
|
| 688 |
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5700 train 4.298420 (lr=7.4178e-05) (hash(x)=155192267)
|
| 689 |
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5710 train 4.238029 (lr=7.3864e-05) (hash(x)=148458753)
|
| 690 |
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5720 train 4.343795 (lr=7.3550e-05) (hash(x)=159947204)
|
| 691 |
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5730 train 4.345667 (lr=7.3237e-05) (hash(x)=150746366)
|
| 692 |
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5740 train 4.323131 (lr=7.2925e-05) (hash(x)=155201884)
|
| 693 |
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5750 train 4.327418 (lr=7.2613e-05) (hash(x)=156432008)
|
| 694 |
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5760 train 4.328330 (lr=7.2301e-05) (hash(x)=185977746)
|
| 695 |
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5770 train 4.306745 (lr=7.1990e-05) (hash(x)=133620000)
|
| 696 |
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5780 train 4.316488 (lr=7.1680e-05) (hash(x)=153778044)
|
| 697 |
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5790 train 4.164621 (lr=7.1370e-05) (hash(x)=147713822)
|
| 698 |
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5800 val loss 4.3013
|
| 699 |
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5800 val perplexity 73.7942
|
| 700 |
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5800 train 4.328545 (lr=7.1061e-05) (hash(x)=153132158)
|
| 701 |
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5810 train 4.273367 (lr=7.0752e-05) (hash(x)=144293895)
|
| 702 |
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5820 train 4.245905 (lr=7.0444e-05) (hash(x)=151500590)
|
| 703 |
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5830 train 4.196019 (lr=7.0136e-05) (hash(x)=139308707)
|
| 704 |
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5840 train 4.312316 (lr=6.9829e-05) (hash(x)=153591278)
|
| 705 |
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5850 train 4.298543 (lr=6.9523e-05) (hash(x)=146077037)
|
| 706 |
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5860 train 4.255228 (lr=6.9217e-05) (hash(x)=149160733)
|
| 707 |
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5870 train 4.241347 (lr=6.8912e-05) (hash(x)=138482476)
|
| 708 |
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5880 train 4.255463 (lr=6.8607e-05) (hash(x)=152173137)
|
| 709 |
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5890 train 4.232878 (lr=6.8303e-05) (hash(x)=142387057)
|
| 710 |
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5900 val loss 4.3065
|
| 711 |
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5900 val perplexity 74.1818
|
| 712 |
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5900 train 4.309405 (lr=6.8000e-05) (hash(x)=161446764)
|
| 713 |
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5910 train 4.167171 (lr=6.7697e-05) (hash(x)=144512138)
|
| 714 |
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5920 train 4.234548 (lr=6.7395e-05) (hash(x)=152555618)
|
| 715 |
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5930 train 4.182187 (lr=6.7093e-05) (hash(x)=146129367)
|
| 716 |
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5940 train 4.132245 (lr=6.6792e-05) (hash(x)=154607527)
|
| 717 |
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5950 train 4.228748 (lr=6.6492e-05) (hash(x)=143827143)
|
| 718 |
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5960 train 4.360529 (lr=6.6192e-05) (hash(x)=151168510)
|
| 719 |
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5970 train 4.161298 (lr=6.5893e-05) (hash(x)=158961574)
|
| 720 |
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5980 train 3.982564 (lr=6.5595e-05) (hash(x)=148757787)
|
| 721 |
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5990 train 4.509342 (lr=6.5297e-05) (hash(x)=161719494)
|
| 722 |
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6000 val loss 4.3046
|
| 723 |
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6000 val perplexity 74.0387
|
| 724 |
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6000 train 3.979873 (lr=6.5000e-05) (hash(x)=151512446)
|
| 725 |
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6010 train 4.116975 (lr=6.4704e-05) (hash(x)=173500735)
|
| 726 |
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6020 train 4.224407 (lr=6.4408e-05) (hash(x)=157621031)
|
| 727 |
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6030 train 4.100847 (lr=6.4113e-05) (hash(x)=142662684)
|
| 728 |
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6040 train 4.103895 (lr=6.3818e-05) (hash(x)=146180940)
|
| 729 |
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6050 train 4.030765 (lr=6.3524e-05) (hash(x)=147654412)
|
| 730 |
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6060 train 3.916599 (lr=6.3231e-05) (hash(x)=156393157)
|
| 731 |
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6070 train 4.299768 (lr=6.2939e-05) (hash(x)=156947300)
|
| 732 |
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6080 train 4.297406 (lr=6.2647e-05) (hash(x)=163108626)
|
| 733 |
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6090 train 4.399036 (lr=6.2356e-05) (hash(x)=158654713)
|
| 734 |
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6100 val loss 4.2890
|
| 735 |
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6100 val perplexity 72.8943
|
| 736 |
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6100 train 4.145221 (lr=6.2065e-05) (hash(x)=188094053)
|
| 737 |
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6110 train 4.274182 (lr=6.1776e-05) (hash(x)=145132600)
|
| 738 |
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6120 train 4.158657 (lr=6.1487e-05) (hash(x)=146999707)
|
| 739 |
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6130 train 4.376698 (lr=6.1198e-05) (hash(x)=145719530)
|
| 740 |
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6140 train 4.318669 (lr=6.0911e-05) (hash(x)=153230722)
|
| 741 |
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6150 train 4.262127 (lr=6.0624e-05) (hash(x)=147455934)
|
| 742 |
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6160 train 4.293757 (lr=6.0338e-05) (hash(x)=146596242)
|
| 743 |
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6170 train 4.401567 (lr=6.0052e-05) (hash(x)=152029855)
|
| 744 |
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6180 train 4.263116 (lr=5.9767e-05) (hash(x)=151480034)
|
| 745 |
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6190 train 4.191931 (lr=5.9483e-05) (hash(x)=147381047)
|
| 746 |
+
6200 val loss 4.2793
|
| 747 |
+
6200 val perplexity 72.1883
|
| 748 |
+
6200 train 4.174676 (lr=5.9200e-05) (hash(x)=149389789)
|
| 749 |
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6210 train 4.223357 (lr=5.8918e-05) (hash(x)=154894138)
|
| 750 |
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6220 train 4.265825 (lr=5.8636e-05) (hash(x)=150074302)
|
| 751 |
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6230 train 4.118061 (lr=5.8355e-05) (hash(x)=142881794)
|
| 752 |
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6240 train 4.130050 (lr=5.8074e-05) (hash(x)=164747461)
|
| 753 |
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6250 train 4.286479 (lr=5.7795e-05) (hash(x)=158378292)
|
| 754 |
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6260 train 4.283480 (lr=5.7516e-05) (hash(x)=147675938)
|
| 755 |
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6270 train 4.232567 (lr=5.7238e-05) (hash(x)=148197228)
|
| 756 |
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6280 train 4.203140 (lr=5.6961e-05) (hash(x)=135296747)
|
| 757 |
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6290 train 4.284141 (lr=5.6684e-05) (hash(x)=156439346)
|
| 758 |
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6300 val loss 4.2769
|
| 759 |
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6300 val perplexity 72.0167
|
| 760 |
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6300 train 4.087555 (lr=5.6409e-05) (hash(x)=138212820)
|
| 761 |
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6310 train 4.430627 (lr=5.6134e-05) (hash(x)=165985336)
|
| 762 |
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6320 train 4.256569 (lr=5.5859e-05) (hash(x)=145921897)
|
| 763 |
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6330 train 4.463515 (lr=5.5586e-05) (hash(x)=145502689)
|
| 764 |
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6340 train 4.190090 (lr=5.5313e-05) (hash(x)=141704937)
|
| 765 |
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6350 train 4.266877 (lr=5.5042e-05) (hash(x)=161789400)
|
| 766 |
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6360 train 3.980389 (lr=5.4771e-05) (hash(x)=145457780)
|
| 767 |
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6370 train 4.248503 (lr=5.4500e-05) (hash(x)=171628530)
|
| 768 |
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6380 train 4.035338 (lr=5.4231e-05) (hash(x)=153467923)
|
| 769 |
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6390 train 4.399091 (lr=5.3963e-05) (hash(x)=158066904)
|
| 770 |
+
6400 val loss 4.2793
|
| 771 |
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6400 val perplexity 72.1874
|
| 772 |
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6400 train 4.052232 (lr=5.3695e-05) (hash(x)=146535423)
|
| 773 |
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6410 train 3.916746 (lr=5.3428e-05) (hash(x)=147264155)
|
| 774 |
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6420 train 4.018277 (lr=5.3162e-05) (hash(x)=145595485)
|
| 775 |
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6430 train 4.159811 (lr=5.2896e-05) (hash(x)=146929074)
|
| 776 |
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6440 train 4.081059 (lr=5.2632e-05) (hash(x)=147290878)
|
| 777 |
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6450 train 4.190943 (lr=5.2368e-05) (hash(x)=141154205)
|
| 778 |
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6460 train 4.038716 (lr=5.2105e-05) (hash(x)=154360901)
|
| 779 |
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6470 train 4.354444 (lr=5.1843e-05) (hash(x)=146350558)
|
| 780 |
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6480 train 4.328847 (lr=5.1582e-05) (hash(x)=153927683)
|
| 781 |
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6490 train 4.237471 (lr=5.1322e-05) (hash(x)=149337047)
|
| 782 |
+
6500 val loss 4.2691
|
| 783 |
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6500 val perplexity 71.4602
|
| 784 |
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6500 train 4.150597 (lr=5.1063e-05) (hash(x)=145950843)
|
| 785 |
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6510 train 4.225127 (lr=5.0804e-05) (hash(x)=142577653)
|
| 786 |
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6520 train 4.290921 (lr=5.0546e-05) (hash(x)=165060689)
|
| 787 |
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6530 train 4.123631 (lr=5.0289e-05) (hash(x)=148367505)
|
| 788 |
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6540 train 4.228392 (lr=5.0033e-05) (hash(x)=154313651)
|
| 789 |
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6550 train 4.147989 (lr=4.9778e-05) (hash(x)=147477315)
|
| 790 |
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6560 train 4.223585 (lr=4.9524e-05) (hash(x)=139825403)
|
| 791 |
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6570 train 4.234167 (lr=4.9271e-05) (hash(x)=141482518)
|
| 792 |
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6580 train 4.282204 (lr=4.9018e-05) (hash(x)=144968144)
|
| 793 |
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6590 train 4.222837 (lr=4.8767e-05) (hash(x)=154319720)
|
| 794 |
+
6600 val loss 4.2667
|
| 795 |
+
6600 val perplexity 71.2895
|
| 796 |
+
6600 train 4.261629 (lr=4.8516e-05) (hash(x)=141162902)
|
| 797 |
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6610 train 4.246824 (lr=4.8266e-05) (hash(x)=159490449)
|
| 798 |
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6620 train 4.124768 (lr=4.8017e-05) (hash(x)=151189772)
|
| 799 |
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6630 train 4.104190 (lr=4.7769e-05) (hash(x)=148451651)
|
| 800 |
+
6640 train 4.214663 (lr=4.7522e-05) (hash(x)=152815550)
|
| 801 |
+
6650 train 4.060166 (lr=4.7276e-05) (hash(x)=144316094)
|
| 802 |
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6660 train 4.396213 (lr=4.7030e-05) (hash(x)=143951240)
|
| 803 |
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6670 train 4.015669 (lr=4.6786e-05) (hash(x)=143203472)
|
| 804 |
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6680 train 4.059124 (lr=4.6542e-05) (hash(x)=132063806)
|
| 805 |
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6690 train 4.146520 (lr=4.6300e-05) (hash(x)=140739750)
|
| 806 |
+
6700 val loss 4.2690
|
| 807 |
+
6700 val perplexity 71.4494
|
| 808 |
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6700 train 4.214152 (lr=4.6058e-05) (hash(x)=153018737)
|
| 809 |
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6710 train 4.075549 (lr=4.5817e-05) (hash(x)=140107197)
|
| 810 |
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6720 train 4.177268 (lr=4.5578e-05) (hash(x)=144396559)
|
| 811 |
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6730 train 4.026475 (lr=4.5339e-05) (hash(x)=148038991)
|
| 812 |
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6740 train 4.247354 (lr=4.5101e-05) (hash(x)=145504746)
|
| 813 |
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6750 train 4.219265 (lr=4.4864e-05) (hash(x)=119579094)
|
| 814 |
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6760 train 4.263727 (lr=4.4628e-05) (hash(x)=161725430)
|
| 815 |
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6770 train 4.263690 (lr=4.4393e-05) (hash(x)=153646966)
|
| 816 |
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6780 train 4.276333 (lr=4.4159e-05) (hash(x)=153838463)
|
| 817 |
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6790 train 4.407363 (lr=4.3926e-05) (hash(x)=157891196)
|
| 818 |
+
6800 val loss 4.2559
|
| 819 |
+
6800 val perplexity 70.5173
|
| 820 |
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6800 train 4.119740 (lr=4.3693e-05) (hash(x)=155640155)
|
| 821 |
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6810 train 4.301554 (lr=4.3462e-05) (hash(x)=154913809)
|
| 822 |
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6820 train 4.228003 (lr=4.3232e-05) (hash(x)=159412493)
|
| 823 |
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6830 train 4.179027 (lr=4.3002e-05) (hash(x)=144756549)
|
| 824 |
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6840 train 4.379315 (lr=4.2774e-05) (hash(x)=143824638)
|
| 825 |
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6850 train 4.706836 (lr=4.2547e-05) (hash(x)=117180982)
|
| 826 |
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6860 train 4.221808 (lr=4.2320e-05) (hash(x)=141887150)
|
| 827 |
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6870 train 4.293876 (lr=4.2095e-05) (hash(x)=140094872)
|
| 828 |
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6880 train 4.143913 (lr=4.1870e-05) (hash(x)=141479953)
|
| 829 |
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6890 train 4.200525 (lr=4.1647e-05) (hash(x)=153166840)
|
| 830 |
+
6900 val loss 4.2544
|
| 831 |
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6900 val perplexity 70.4146
|
| 832 |
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6900 train 4.220186 (lr=4.1425e-05) (hash(x)=153722115)
|
| 833 |
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6910 train 4.340835 (lr=4.1203e-05) (hash(x)=149578602)
|
| 834 |
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6920 train 4.179356 (lr=4.0983e-05) (hash(x)=149925108)
|
| 835 |
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6930 train 4.143062 (lr=4.0763e-05) (hash(x)=148589489)
|
| 836 |
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6940 train 4.043036 (lr=4.0545e-05) (hash(x)=144243794)
|
| 837 |
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6950 train 4.121499 (lr=4.0327e-05) (hash(x)=157743480)
|
| 838 |
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6960 train 4.121491 (lr=4.0111e-05) (hash(x)=139858247)
|
| 839 |
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6970 train 4.044151 (lr=3.9895e-05) (hash(x)=148727536)
|
| 840 |
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6980 train 4.151014 (lr=3.9681e-05) (hash(x)=153382595)
|
| 841 |
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6990 train 4.287755 (lr=3.9468e-05) (hash(x)=147529919)
|
| 842 |
+
7000 val loss 4.2495
|
| 843 |
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7000 val perplexity 70.0724
|
| 844 |
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7000 train 4.252787 (lr=3.9255e-05) (hash(x)=146953450)
|
| 845 |
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7010 train 4.178947 (lr=3.9044e-05) (hash(x)=134561015)
|
| 846 |
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7020 train 4.275884 (lr=3.8834e-05) (hash(x)=148433515)
|
| 847 |
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7030 train 4.133454 (lr=3.8624e-05) (hash(x)=140394326)
|
| 848 |
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7040 train 4.136540 (lr=3.8416e-05) (hash(x)=136740763)
|
| 849 |
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7050 train 3.979248 (lr=3.8209e-05) (hash(x)=148637938)
|
| 850 |
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7060 train 4.144341 (lr=3.8003e-05) (hash(x)=147262147)
|
| 851 |
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7070 train 4.115367 (lr=3.7798e-05) (hash(x)=140191039)
|
| 852 |
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7080 train 4.138793 (lr=3.7593e-05) (hash(x)=148223305)
|
| 853 |
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7090 train 4.052055 (lr=3.7390e-05) (hash(x)=139984988)
|
| 854 |
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7100 val loss 4.2512
|
| 855 |
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7100 val perplexity 70.1904
|
| 856 |
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7100 train 4.155723 (lr=3.7188e-05) (hash(x)=137663885)
|
| 857 |
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7110 train 4.070774 (lr=3.6988e-05) (hash(x)=150955021)
|
| 858 |
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7120 train 3.967480 (lr=3.6788e-05) (hash(x)=148585682)
|
| 859 |
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7130 train 4.171380 (lr=3.6589e-05) (hash(x)=146055548)
|
| 860 |
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7140 train 4.198234 (lr=3.6391e-05) (hash(x)=155723541)
|
| 861 |
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7150 train 4.259448 (lr=3.6195e-05) (hash(x)=140465834)
|
| 862 |
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7160 train 4.258598 (lr=3.5999e-05) (hash(x)=163246922)
|
| 863 |
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7170 train 4.105273 (lr=3.5804e-05) (hash(x)=150754166)
|
| 864 |
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7180 train 4.630677 (lr=3.5611e-05) (hash(x)=142844151)
|
| 865 |
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7190 train 4.235976 (lr=3.5419e-05) (hash(x)=145167470)
|
| 866 |
+
7200 val loss 4.2394
|
| 867 |
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7200 val perplexity 69.3656
|
| 868 |
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7200 train 4.418829 (lr=3.5227e-05) (hash(x)=146172950)
|
| 869 |
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7210 train 4.244604 (lr=3.5037e-05) (hash(x)=143155287)
|
| 870 |
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7220 train 4.198456 (lr=3.4848e-05) (hash(x)=151976669)
|
| 871 |
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7230 train 4.304687 (lr=3.4660e-05) (hash(x)=145979940)
|
| 872 |
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7240 train 4.288617 (lr=3.4473e-05) (hash(x)=155656034)
|
| 873 |
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7250 train 4.274027 (lr=3.4287e-05) (hash(x)=135610136)
|
| 874 |
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7260 train 4.359846 (lr=3.4102e-05) (hash(x)=148133023)
|
| 875 |
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7270 train 4.229548 (lr=3.3919e-05) (hash(x)=148006681)
|
| 876 |
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7280 train 4.265179 (lr=3.3736e-05) (hash(x)=151397627)
|
| 877 |
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7290 train 4.233287 (lr=3.3555e-05) (hash(x)=141696871)
|
| 878 |
+
7300 val loss 4.2366
|
| 879 |
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7300 val perplexity 69.1727
|
| 880 |
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7300 train 4.163432 (lr=3.3375e-05) (hash(x)=150018163)
|
| 881 |
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7310 train 4.206165 (lr=3.3195e-05) (hash(x)=154900050)
|
| 882 |
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7320 train 4.097047 (lr=3.3017e-05) (hash(x)=142608283)
|
| 883 |
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7330 train 4.190380 (lr=3.2840e-05) (hash(x)=148977837)
|
| 884 |
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7340 train 4.202891 (lr=3.2664e-05) (hash(x)=141676907)
|
| 885 |
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7350 train 4.104062 (lr=3.2490e-05) (hash(x)=147846997)
|
| 886 |
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7360 train 4.332650 (lr=3.2316e-05) (hash(x)=143252181)
|
| 887 |
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7370 train 4.168971 (lr=3.2144e-05) (hash(x)=155081717)
|
| 888 |
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7380 train 4.240166 (lr=3.1972e-05) (hash(x)=149678451)
|
| 889 |
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7390 train 4.094159 (lr=3.1802e-05) (hash(x)=159341637)
|
| 890 |
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7400 val loss 4.2367
|
| 891 |
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7400 val perplexity 69.1786
|
| 892 |
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7400 train 4.368141 (lr=3.1633e-05) (hash(x)=145351166)
|
| 893 |
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7410 train 4.201197 (lr=3.1465e-05) (hash(x)=162274009)
|
| 894 |
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7420 train 4.029238 (lr=3.1298e-05) (hash(x)=143254858)
|
| 895 |
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7430 train 4.138753 (lr=3.1132e-05) (hash(x)=143049884)
|
| 896 |
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7440 train 4.060177 (lr=3.0968e-05) (hash(x)=141768538)
|
| 897 |
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7450 train 4.085445 (lr=3.0804e-05) (hash(x)=139895310)
|
| 898 |
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7460 train 3.972209 (lr=3.0642e-05) (hash(x)=155900365)
|
| 899 |
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7470 train 3.948389 (lr=3.0481e-05) (hash(x)=145048215)
|
| 900 |
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7480 train 4.078039 (lr=3.0321e-05) (hash(x)=136992624)
|
| 901 |
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7490 train 4.210022 (lr=3.0162e-05) (hash(x)=141424789)
|
| 902 |
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7500 val loss 4.2389
|
| 903 |
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7500 val perplexity 69.3324
|
| 904 |
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7500 train 4.042660 (lr=3.0005e-05) (hash(x)=145292116)
|
| 905 |
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7510 train 4.090287 (lr=2.9848e-05) (hash(x)=144818029)
|
| 906 |
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7520 train 4.255069 (lr=2.9693e-05) (hash(x)=152903515)
|
| 907 |
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7530 train 4.273150 (lr=2.9539e-05) (hash(x)=156934724)
|
| 908 |
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7540 train 4.521163 (lr=2.9386e-05) (hash(x)=156695926)
|
| 909 |
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7550 train 4.252291 (lr=2.9234e-05) (hash(x)=149115609)
|
| 910 |
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7560 train 4.243062 (lr=2.9084e-05) (hash(x)=143974224)
|
| 911 |
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7570 train 4.183311 (lr=2.8934e-05) (hash(x)=148204424)
|
| 912 |
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7580 train 4.261860 (lr=2.8786e-05) (hash(x)=150177910)
|
| 913 |
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7590 train 4.281188 (lr=2.8639e-05) (hash(x)=140325629)
|
| 914 |
+
7600 val loss 4.2289
|
| 915 |
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7600 val perplexity 68.6425
|
| 916 |
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7600 train 4.168799 (lr=2.8493e-05) (hash(x)=150235132)
|
| 917 |
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7610 train 4.288196 (lr=2.8348e-05) (hash(x)=157594837)
|
| 918 |
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7620 train 4.291723 (lr=2.8204e-05) (hash(x)=146696749)
|
| 919 |
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7630 train 4.340945 (lr=2.8062e-05) (hash(x)=148463580)
|
| 920 |
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7640 train 4.168705 (lr=2.7921e-05) (hash(x)=140271046)
|
| 921 |
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7650 train 4.228643 (lr=2.7781e-05) (hash(x)=159952319)
|
| 922 |
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7660 train 4.215581 (lr=2.7642e-05) (hash(x)=146307392)
|
| 923 |
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7670 train 4.154178 (lr=2.7505e-05) (hash(x)=145027988)
|
| 924 |
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7680 train 4.237452 (lr=2.7368e-05) (hash(x)=147729698)
|
| 925 |
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7690 train 4.208883 (lr=2.7233e-05) (hash(x)=143401210)
|
| 926 |
+
7700 val loss 4.2247
|
| 927 |
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7700 val perplexity 68.3554
|
| 928 |
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7700 train 4.150856 (lr=2.7099e-05) (hash(x)=154543455)
|
| 929 |
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7710 train 4.221950 (lr=2.6966e-05) (hash(x)=151600456)
|
| 930 |
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7720 train 4.135848 (lr=2.6834e-05) (hash(x)=165913803)
|
| 931 |
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7730 train 4.007513 (lr=2.6704e-05) (hash(x)=144942059)
|
| 932 |
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7740 train 4.244709 (lr=2.6575e-05) (hash(x)=150302103)
|
| 933 |
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7750 train 4.185214 (lr=2.6447e-05) (hash(x)=155782458)
|
| 934 |
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7760 train 4.205628 (lr=2.6320e-05) (hash(x)=147824384)
|
| 935 |
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7770 train 4.226006 (lr=2.6195e-05) (hash(x)=149177657)
|
| 936 |
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7780 train 4.262419 (lr=2.6070e-05) (hash(x)=164446738)
|
| 937 |
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7790 train 4.042237 (lr=2.5947e-05) (hash(x)=146417077)
|
| 938 |
+
7800 val loss 4.2273
|
| 939 |
+
7800 val perplexity 68.5324
|
| 940 |
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7800 train 4.182542 (lr=2.5825e-05) (hash(x)=142456852)
|
| 941 |
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7810 train 3.904720 (lr=2.5705e-05) (hash(x)=146221807)
|
| 942 |
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7820 train 4.109955 (lr=2.5585e-05) (hash(x)=154136533)
|
| 943 |
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7830 train 4.003256 (lr=2.5467e-05) (hash(x)=147492735)
|
| 944 |
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7840 train 4.149416 (lr=2.5350e-05) (hash(x)=143481291)
|
| 945 |
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7850 train 3.979809 (lr=2.5234e-05) (hash(x)=136749307)
|
| 946 |
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7860 train 4.008675 (lr=2.5119e-05) (hash(x)=128985347)
|
| 947 |
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7870 train 3.922668 (lr=2.5006e-05) (hash(x)=152897363)
|
| 948 |
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7880 train 4.103605 (lr=2.4894e-05) (hash(x)=151460360)
|
| 949 |
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7890 train 3.933238 (lr=2.4783e-05) (hash(x)=137481738)
|
| 950 |
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7900 val loss 4.2268
|
| 951 |
+
7900 val perplexity 68.5010
|
| 952 |
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7900 train 4.014137 (lr=2.4674e-05) (hash(x)=147363479)
|
| 953 |
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7910 train 4.240106 (lr=2.4565e-05) (hash(x)=151165744)
|
| 954 |
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7920 train 4.399516 (lr=2.4458e-05) (hash(x)=146214226)
|
| 955 |
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7930 train 4.217457 (lr=2.4352e-05) (hash(x)=154457502)
|
| 956 |
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7940 train 4.146580 (lr=2.4247e-05) (hash(x)=162025201)
|
| 957 |
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7950 train 4.141949 (lr=2.4144e-05) (hash(x)=156488145)
|
| 958 |
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7960 train 4.396036 (lr=2.4042e-05) (hash(x)=154011584)
|
| 959 |
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7970 train 4.249054 (lr=2.3941e-05) (hash(x)=145330320)
|
| 960 |
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7980 train 4.170424 (lr=2.3841e-05) (hash(x)=148216312)
|
| 961 |
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7990 train 4.096125 (lr=2.3743e-05) (hash(x)=156819091)
|
| 962 |
+
8000 val loss 4.2200
|
| 963 |
+
8000 val perplexity 68.0321
|
| 964 |
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8000 train 4.257406 (lr=2.3646e-05) (hash(x)=156122973)
|
| 965 |
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8010 train 4.185824 (lr=2.3550e-05) (hash(x)=146933088)
|
| 966 |
+
8020 train 4.274902 (lr=2.3455e-05) (hash(x)=151650746)
|
| 967 |
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8030 train 4.205957 (lr=2.3362e-05) (hash(x)=140692373)
|
| 968 |
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8040 train 4.396065 (lr=2.3269e-05) (hash(x)=147850094)
|
| 969 |
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8050 train 4.209576 (lr=2.3179e-05) (hash(x)=144454109)
|
| 970 |
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8060 train 4.083563 (lr=2.3089e-05) (hash(x)=152205124)
|
| 971 |
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8070 train 4.286815 (lr=2.3001e-05) (hash(x)=148918066)
|
| 972 |
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8080 train 4.231596 (lr=2.2913e-05) (hash(x)=146481024)
|
| 973 |
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8090 train 4.270984 (lr=2.2828e-05) (hash(x)=168785549)
|
| 974 |
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8100 val loss 4.2177
|
| 975 |
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8100 val perplexity 67.8789
|
| 976 |
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8100 train 4.283688 (lr=2.2743e-05) (hash(x)=156153179)
|
| 977 |
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8110 train 4.234581 (lr=2.2660e-05) (hash(x)=150498601)
|
| 978 |
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8120 train 4.238067 (lr=2.2578e-05) (hash(x)=142002714)
|
| 979 |
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8130 train 4.128817 (lr=2.2497e-05) (hash(x)=138450483)
|
| 980 |
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8140 train 4.220617 (lr=2.2417e-05) (hash(x)=145306351)
|
| 981 |
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8150 train 4.118754 (lr=2.2339e-05) (hash(x)=172502865)
|
| 982 |
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8160 train 4.202406 (lr=2.2262e-05) (hash(x)=156689649)
|
| 983 |
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8170 train 4.116984 (lr=2.2186e-05) (hash(x)=143766932)
|
| 984 |
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8180 train 4.250556 (lr=2.2112e-05) (hash(x)=150361321)
|
| 985 |
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8190 train 4.087672 (lr=2.2039e-05) (hash(x)=152664241)
|
| 986 |
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8200 val loss 4.2169
|
| 987 |
+
8200 val perplexity 67.8241
|
| 988 |
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8200 train 4.355350 (lr=2.1967e-05) (hash(x)=146430698)
|
| 989 |
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8210 train 4.048945 (lr=2.1896e-05) (hash(x)=167362078)
|
| 990 |
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8220 train 4.269167 (lr=2.1827e-05) (hash(x)=157650942)
|
| 991 |
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8230 train 4.073519 (lr=2.1759e-05) (hash(x)=142102044)
|
| 992 |
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8240 train 4.125787 (lr=2.1692e-05) (hash(x)=153405900)
|
| 993 |
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8250 train 4.063593 (lr=2.1626e-05) (hash(x)=140222909)
|
| 994 |
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8260 train 4.186555 (lr=2.1562e-05) (hash(x)=137981854)
|
| 995 |
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8270 train 4.116394 (lr=2.1499e-05) (hash(x)=147576272)
|
| 996 |
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8280 train 4.139251 (lr=2.1438e-05) (hash(x)=157988195)
|
| 997 |
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8290 train 4.185129 (lr=2.1377e-05) (hash(x)=145715681)
|
| 998 |
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8300 val loss 4.2173
|
| 999 |
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8300 val perplexity 67.8467
|
| 1000 |
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8300 train 4.134668 (lr=2.1318e-05) (hash(x)=143507257)
|
| 1001 |
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8310 train 4.201077 (lr=2.1260e-05) (hash(x)=148930064)
|
| 1002 |
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8320 train 4.128144 (lr=2.1204e-05) (hash(x)=144134805)
|
| 1003 |
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8330 train 4.241508 (lr=2.1149e-05) (hash(x)=148418079)
|
| 1004 |
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8340 train 3.987782 (lr=2.1095e-05) (hash(x)=166518807)
|
| 1005 |
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8350 train 4.276786 (lr=2.1042e-05) (hash(x)=140042036)
|
| 1006 |
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8360 train 4.155201 (lr=2.0991e-05) (hash(x)=151427074)
|
| 1007 |
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8370 train 4.247159 (lr=2.0941e-05) (hash(x)=158389185)
|
| 1008 |
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8380 train 4.143140 (lr=2.0892e-05) (hash(x)=148193308)
|
| 1009 |
+
8390 train 4.204437 (lr=2.0844e-05) (hash(x)=144289008)
|
| 1010 |
+
8400 val loss 4.2107
|
| 1011 |
+
8400 val perplexity 67.4009
|
| 1012 |
+
8400 train 3.919692 (lr=2.0798e-05) (hash(x)=166272643)
|
| 1013 |
+
8410 train 4.124575 (lr=2.0753e-05) (hash(x)=162244433)
|
| 1014 |
+
8420 train 4.165239 (lr=2.0710e-05) (hash(x)=149271299)
|
| 1015 |
+
8430 train 4.309717 (lr=2.0667e-05) (hash(x)=154135338)
|
| 1016 |
+
8440 train 4.344011 (lr=2.0626e-05) (hash(x)=149661838)
|
| 1017 |
+
8450 train 4.187363 (lr=2.0587e-05) (hash(x)=142205056)
|
| 1018 |
+
8460 train 4.128433 (lr=2.0548e-05) (hash(x)=166652398)
|
| 1019 |
+
8470 train 4.293701 (lr=2.0511e-05) (hash(x)=149029710)
|
| 1020 |
+
8480 train 4.056143 (lr=2.0475e-05) (hash(x)=154217415)
|
| 1021 |
+
8490 train 4.144645 (lr=2.0441e-05) (hash(x)=151526557)
|
| 1022 |
+
8500 val loss 4.2110
|
| 1023 |
+
8500 val perplexity 67.4210
|
| 1024 |
+
8500 train 4.134089 (lr=2.0408e-05) (hash(x)=143887848)
|
| 1025 |
+
8510 train 4.100814 (lr=2.0376e-05) (hash(x)=152324645)
|
| 1026 |
+
8520 train 3.849978 (lr=2.0345e-05) (hash(x)=145124959)
|
| 1027 |
+
8530 train 4.170582 (lr=2.0316e-05) (hash(x)=186319340)
|
| 1028 |
+
8540 train 4.180887 (lr=2.0288e-05) (hash(x)=147388339)
|
| 1029 |
+
8550 train 4.218202 (lr=2.0261e-05) (hash(x)=150118928)
|
| 1030 |
+
8560 train 4.222759 (lr=2.0235e-05) (hash(x)=153985286)
|
| 1031 |
+
8570 train 4.155669 (lr=2.0211e-05) (hash(x)=149582799)
|
| 1032 |
+
8580 train 4.168159 (lr=2.0189e-05) (hash(x)=156867870)
|
| 1033 |
+
8590 train 4.039477 (lr=2.0167e-05) (hash(x)=148773298)
|
| 1034 |
+
8600 val loss 4.2126
|
| 1035 |
+
8600 val perplexity 67.5314
|
| 1036 |
+
8600 train 4.167048 (lr=2.0147e-05) (hash(x)=156900341)
|
| 1037 |
+
8610 train 4.310606 (lr=2.0128e-05) (hash(x)=156790089)
|
| 1038 |
+
8620 train 4.111687 (lr=2.0110e-05) (hash(x)=154680805)
|
| 1039 |
+
8630 train 4.151445 (lr=2.0094e-05) (hash(x)=138107873)
|
| 1040 |
+
8640 train 4.244309 (lr=2.0079e-05) (hash(x)=142554243)
|
| 1041 |
+
8650 train 4.048779 (lr=2.0065e-05) (hash(x)=134360956)
|
| 1042 |
+
8660 train 4.123186 (lr=2.0053e-05) (hash(x)=128599610)
|
| 1043 |
+
8670 train 4.156398 (lr=2.0042e-05) (hash(x)=159628945)
|
| 1044 |
+
8680 train 4.186398 (lr=2.0032e-05) (hash(x)=143161532)
|
| 1045 |
+
8690 train 4.223917 (lr=2.0023e-05) (hash(x)=140104912)
|
| 1046 |
+
8700 val loss 4.2067
|
| 1047 |
+
8700 val perplexity 67.1344
|
| 1048 |
+
8700 train 4.405335 (lr=2.0016e-05) (hash(x)=146417632)
|
| 1049 |
+
8710 train 4.351265 (lr=2.0010e-05) (hash(x)=153671695)
|
| 1050 |
+
8720 train 4.227539 (lr=2.0006e-05) (hash(x)=141680750)
|
| 1051 |
+
8730 train 4.111185 (lr=2.0003e-05) (hash(x)=147279231)
|
| 1052 |
+
8740 train 4.385740 (lr=2.0001e-05) (hash(x)=129729371)
|
| 1053 |
+
8749 val loss 4.2063
|
| 1054 |
+
8749 val perplexity 67.1059
|
lr2e-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 sha256:31fcbc807a88c4f07f6c1b645a045b571bb8f18bfb3def3c80a9c5dfadcc563c
|
| 3 |
+
size 92843394
|
lr2e-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:e8a7f7baeb0640108a06633c4f97fb58515259ab03dfc32cf27ae7374d8008ae
|
| 3 |
+
size 179406214
|