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Browse files
one_mask_per_head_4_latent_masks/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "logs/repro_selective_pattern_rankings/one_mask_per_head_4_latent_masks", "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": 4375, "warmup_steps": 250, "group": "repro_selective_pattern_rankings", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1339, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "n_latent_masks", "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": 128, "total_batch_size": 131072, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "n_latent_masks": 4, "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": 0.0011, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "one_mask_per_head_4_latent_masks", "n_embd": 256}
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one_mask_per_head_4_latent_masks/dataloader_04374.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:1e9422c936c4d62660261ba5451b4b72bd5055f233420bd7b0797ede3ccedd1e
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| 3 |
+
size 964
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one_mask_per_head_4_latent_masks/log2.txt
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| 1 |
+
max_steps: 4375
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| 2 |
+
0 val loss 11.3230
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| 3 |
+
0 val perplexity 82703.6484
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| 4 |
+
0 train 11.313240 (lr=1.5385e-06) (hash(x)=161979327)
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| 5 |
+
10 train 10.251451 (lr=1.6923e-05) (hash(x)=165941070)
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| 6 |
+
20 train 9.798883 (lr=3.2308e-05) (hash(x)=152918033)
|
| 7 |
+
30 train 9.524599 (lr=4.7692e-05) (hash(x)=169931607)
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| 8 |
+
40 train 9.040368 (lr=6.3077e-05) (hash(x)=174342675)
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| 9 |
+
50 train 8.571171 (lr=7.8462e-05) (hash(x)=163872554)
|
| 10 |
+
60 train 8.201159 (lr=9.3846e-05) (hash(x)=161534908)
|
| 11 |
+
70 train 7.717841 (lr=1.0923e-04) (hash(x)=156776712)
|
| 12 |
+
80 train 7.674422 (lr=1.2462e-04) (hash(x)=164996929)
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| 13 |
+
90 train 7.556396 (lr=1.4000e-04) (hash(x)=152962169)
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| 14 |
+
100 val loss 7.4881
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| 15 |
+
100 val perplexity 1786.6288
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| 16 |
+
100 train 7.348425 (lr=1.5538e-04) (hash(x)=147111701)
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| 17 |
+
110 train 7.292141 (lr=1.7077e-04) (hash(x)=167595270)
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| 18 |
+
120 train 7.190307 (lr=1.8615e-04) (hash(x)=152205426)
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| 19 |
+
130 train 7.034874 (lr=2.0154e-04) (hash(x)=158427335)
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| 20 |
+
140 train 6.994921 (lr=2.1692e-04) (hash(x)=174588384)
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| 21 |
+
150 train 7.040652 (lr=2.3231e-04) (hash(x)=157067270)
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| 22 |
+
160 train 6.937862 (lr=2.4769e-04) (hash(x)=161859595)
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| 23 |
+
170 train 6.822701 (lr=2.6308e-04) (hash(x)=162739537)
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| 24 |
+
180 train 6.736841 (lr=2.7846e-04) (hash(x)=170785304)
|
| 25 |
+
190 train 6.638152 (lr=2.9385e-04) (hash(x)=168658088)
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| 26 |
+
200 val loss 6.5959
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| 27 |
+
200 val perplexity 732.0606
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| 28 |
+
200 train 6.597765 (lr=3.0923e-04) (hash(x)=150749086)
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| 29 |
+
210 train 6.474441 (lr=3.2462e-04) (hash(x)=148789576)
|
| 30 |
+
220 train 6.382601 (lr=3.4000e-04) (hash(x)=153164408)
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| 31 |
+
230 train 6.548277 (lr=3.5538e-04) (hash(x)=184594366)
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| 32 |
+
240 train 6.257551 (lr=3.7077e-04) (hash(x)=157817319)
|
| 33 |
+
250 train 6.284526 (lr=3.8615e-04) (hash(x)=149451562)
|
| 34 |
+
260 train 6.196665 (lr=4.0154e-04) (hash(x)=165738161)
|
| 35 |
+
270 train 6.123166 (lr=4.1692e-04) (hash(x)=165724764)
|
| 36 |
+
280 train 6.062846 (lr=4.3231e-04) (hash(x)=155414136)
|
| 37 |
+
290 train 5.976007 (lr=4.4769e-04) (hash(x)=165090903)
|
| 38 |
+
300 val loss 6.1296
|
| 39 |
+
300 val perplexity 459.2588
|
| 40 |
+
300 train 5.846881 (lr=4.6308e-04) (hash(x)=154445545)
|
| 41 |
+
310 train 5.795314 (lr=4.7846e-04) (hash(x)=158949603)
|
| 42 |
+
320 train 5.886856 (lr=4.9385e-04) (hash(x)=161412973)
|
| 43 |
+
330 train 5.953028 (lr=5.0923e-04) (hash(x)=164572249)
|
| 44 |
+
340 train 5.982266 (lr=5.2462e-04) (hash(x)=162202191)
|
| 45 |
+
350 train 5.964443 (lr=5.4000e-04) (hash(x)=158135392)
|
| 46 |
+
360 train 5.915962 (lr=5.5538e-04) (hash(x)=163752391)
|
| 47 |
+
370 train 5.906671 (lr=5.7077e-04) (hash(x)=172758799)
|
| 48 |
+
380 train 5.682589 (lr=5.8615e-04) (hash(x)=144569488)
|
| 49 |
+
390 train 5.678876 (lr=6.0154e-04) (hash(x)=150429229)
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| 50 |
+
400 val loss 5.7304
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| 51 |
+
400 val perplexity 308.1021
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| 52 |
+
400 train 5.677154 (lr=6.1692e-04) (hash(x)=154261530)
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| 53 |
+
410 train 5.605103 (lr=6.3231e-04) (hash(x)=159172506)
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| 54 |
+
420 train 5.603127 (lr=6.4769e-04) (hash(x)=154419867)
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| 55 |
+
430 train 5.633593 (lr=6.6308e-04) (hash(x)=167337099)
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| 56 |
+
440 train 5.515674 (lr=6.7846e-04) (hash(x)=154535255)
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| 57 |
+
450 train 5.489647 (lr=6.9385e-04) (hash(x)=153077071)
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| 58 |
+
460 train 5.418424 (lr=7.0923e-04) (hash(x)=150853070)
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| 59 |
+
470 train 5.244188 (lr=7.2462e-04) (hash(x)=160701113)
|
| 60 |
+
480 train 5.358654 (lr=7.4000e-04) (hash(x)=154690870)
|
| 61 |
+
490 train 5.171045 (lr=7.5538e-04) (hash(x)=163834286)
|
| 62 |
+
500 val loss 5.5009
|
| 63 |
+
500 val perplexity 244.9068
|
| 64 |
+
500 train 5.253215 (lr=7.7077e-04) (hash(x)=162651717)
|
| 65 |
+
510 train 5.347534 (lr=7.8615e-04) (hash(x)=160448311)
|
| 66 |
+
520 train 5.390943 (lr=8.0154e-04) (hash(x)=165741643)
|
| 67 |
+
530 train 5.484778 (lr=8.1692e-04) (hash(x)=153201264)
|
| 68 |
+
540 train 5.403363 (lr=8.3231e-04) (hash(x)=159027160)
|
| 69 |
+
550 train 5.384275 (lr=8.4769e-04) (hash(x)=170769095)
|
| 70 |
+
560 train 5.401791 (lr=8.6308e-04) (hash(x)=153606190)
|
| 71 |
+
570 train 5.369431 (lr=8.7846e-04) (hash(x)=159708689)
|
| 72 |
+
580 train 5.305592 (lr=8.9385e-04) (hash(x)=179108359)
|
| 73 |
+
590 train 5.301637 (lr=9.0923e-04) (hash(x)=157134241)
|
| 74 |
+
600 val loss 5.2983
|
| 75 |
+
600 val perplexity 199.9893
|
| 76 |
+
600 train 5.276048 (lr=9.2462e-04) (hash(x)=162178356)
|
| 77 |
+
610 train 5.182344 (lr=9.4000e-04) (hash(x)=167646928)
|
| 78 |
+
620 train 5.161457 (lr=9.5538e-04) (hash(x)=160979601)
|
| 79 |
+
630 train 5.065333 (lr=9.7077e-04) (hash(x)=158349468)
|
| 80 |
+
640 train 5.064542 (lr=9.8615e-04) (hash(x)=150370348)
|
| 81 |
+
650 train 5.020137 (lr=1.0015e-03) (hash(x)=152810075)
|
| 82 |
+
660 train 4.952577 (lr=1.0169e-03) (hash(x)=145786262)
|
| 83 |
+
670 train 4.942751 (lr=1.0323e-03) (hash(x)=160779604)
|
| 84 |
+
680 train 4.843885 (lr=1.0477e-03) (hash(x)=152343688)
|
| 85 |
+
690 train 4.887333 (lr=1.0631e-03) (hash(x)=166507600)
|
| 86 |
+
700 val loss 5.1638
|
| 87 |
+
700 val perplexity 174.8349
|
| 88 |
+
700 train 4.863112 (lr=1.0785e-03) (hash(x)=162623700)
|
| 89 |
+
710 train 5.154318 (lr=1.0938e-03) (hash(x)=162293403)
|
| 90 |
+
720 train 5.092279 (lr=1.1000e-03) (hash(x)=159564657)
|
| 91 |
+
730 train 5.111766 (lr=1.1000e-03) (hash(x)=154209107)
|
| 92 |
+
740 train 5.065421 (lr=1.0999e-03) (hash(x)=156485709)
|
| 93 |
+
750 train 5.037911 (lr=1.0998e-03) (hash(x)=160834702)
|
| 94 |
+
760 train 5.033480 (lr=1.0996e-03) (hash(x)=152240275)
|
| 95 |
+
770 train 5.034883 (lr=1.0994e-03) (hash(x)=168903075)
|
| 96 |
+
780 train 5.092270 (lr=1.0992e-03) (hash(x)=166843738)
|
| 97 |
+
790 train 5.112402 (lr=1.0990e-03) (hash(x)=166358104)
|
| 98 |
+
800 val loss 4.9961
|
| 99 |
+
800 val perplexity 147.8420
|
| 100 |
+
800 train 4.933618 (lr=1.0987e-03) (hash(x)=153477747)
|
| 101 |
+
810 train 4.854663 (lr=1.0984e-03) (hash(x)=157954385)
|
| 102 |
+
820 train 4.844260 (lr=1.0980e-03) (hash(x)=174383505)
|
| 103 |
+
830 train 4.859797 (lr=1.0976e-03) (hash(x)=145226181)
|
| 104 |
+
840 train 4.840881 (lr=1.0972e-03) (hash(x)=157665743)
|
| 105 |
+
850 train 4.836986 (lr=1.0967e-03) (hash(x)=158565836)
|
| 106 |
+
860 train 4.830496 (lr=1.0962e-03) (hash(x)=171168105)
|
| 107 |
+
870 train 5.239863 (lr=1.0956e-03) (hash(x)=159017777)
|
| 108 |
+
880 train 5.011162 (lr=1.0950e-03) (hash(x)=168156768)
|
| 109 |
+
890 train 4.911875 (lr=1.0944e-03) (hash(x)=145645245)
|
| 110 |
+
900 val loss 4.8433
|
| 111 |
+
900 val perplexity 126.8827
|
| 112 |
+
900 train 4.734300 (lr=1.0938e-03) (hash(x)=151245521)
|
| 113 |
+
910 train 4.757538 (lr=1.0931e-03) (hash(x)=182614672)
|
| 114 |
+
920 train 4.741989 (lr=1.0924e-03) (hash(x)=167377432)
|
| 115 |
+
930 train 4.661119 (lr=1.0916e-03) (hash(x)=171347228)
|
| 116 |
+
940 train 4.686424 (lr=1.0908e-03) (hash(x)=171588755)
|
| 117 |
+
950 train 4.766352 (lr=1.0900e-03) (hash(x)=159560168)
|
| 118 |
+
960 train 4.653476 (lr=1.0891e-03) (hash(x)=171801357)
|
| 119 |
+
970 train 4.657578 (lr=1.0882e-03) (hash(x)=172513884)
|
| 120 |
+
980 train 4.677925 (lr=1.0872e-03) (hash(x)=170659685)
|
| 121 |
+
990 train 4.699852 (lr=1.0863e-03) (hash(x)=165436358)
|
| 122 |
+
1000 val loss 4.7086
|
| 123 |
+
1000 val perplexity 110.9012
|
| 124 |
+
1000 train 4.762454 (lr=1.0853e-03) (hash(x)=167684690)
|
| 125 |
+
1010 train 4.722161 (lr=1.0842e-03) (hash(x)=127225492)
|
| 126 |
+
1020 train 4.733921 (lr=1.0831e-03) (hash(x)=167575323)
|
| 127 |
+
1030 train 4.651742 (lr=1.0820e-03) (hash(x)=161266302)
|
| 128 |
+
1040 train 4.626695 (lr=1.0809e-03) (hash(x)=155607661)
|
| 129 |
+
1050 train 4.671676 (lr=1.0797e-03) (hash(x)=165685359)
|
| 130 |
+
1060 train 4.523876 (lr=1.0785e-03) (hash(x)=160417824)
|
| 131 |
+
1070 train 4.660715 (lr=1.0772e-03) (hash(x)=173313882)
|
| 132 |
+
1080 train 4.630026 (lr=1.0759e-03) (hash(x)=165485047)
|
| 133 |
+
1090 train 4.494934 (lr=1.0746e-03) (hash(x)=159848305)
|
| 134 |
+
1100 val loss 4.6420
|
| 135 |
+
1100 val perplexity 103.7540
|
| 136 |
+
1100 train 4.661594 (lr=1.0732e-03) (hash(x)=170890601)
|
| 137 |
+
1110 train 4.577556 (lr=1.0718e-03) (hash(x)=172689983)
|
| 138 |
+
1120 train 4.608385 (lr=1.0704e-03) (hash(x)=154762859)
|
| 139 |
+
1130 train 4.526486 (lr=1.0689e-03) (hash(x)=168196871)
|
| 140 |
+
1140 train 4.561234 (lr=1.0674e-03) (hash(x)=156715577)
|
| 141 |
+
1150 train 4.688163 (lr=1.0659e-03) (hash(x)=166381788)
|
| 142 |
+
1160 train 4.606367 (lr=1.0643e-03) (hash(x)=162095130)
|
| 143 |
+
1170 train 4.585244 (lr=1.0627e-03) (hash(x)=166094750)
|
| 144 |
+
1180 train 4.510878 (lr=1.0611e-03) (hash(x)=154965753)
|
| 145 |
+
1190 train 4.503403 (lr=1.0594e-03) (hash(x)=172766447)
|
| 146 |
+
1200 val loss 4.5477
|
| 147 |
+
1200 val perplexity 94.4126
|
| 148 |
+
1200 train 4.416714 (lr=1.0577e-03) (hash(x)=161185334)
|
| 149 |
+
1210 train 4.593466 (lr=1.0560e-03) (hash(x)=167224144)
|
| 150 |
+
1220 train 4.430498 (lr=1.0542e-03) (hash(x)=167252866)
|
| 151 |
+
1230 train 4.442643 (lr=1.0524e-03) (hash(x)=155856924)
|
| 152 |
+
1240 train 4.439707 (lr=1.0506e-03) (hash(x)=155956446)
|
| 153 |
+
1250 train 4.350955 (lr=1.0487e-03) (hash(x)=140794796)
|
| 154 |
+
1260 train 4.465153 (lr=1.0468e-03) (hash(x)=166863869)
|
| 155 |
+
1270 train 4.526283 (lr=1.0449e-03) (hash(x)=166021892)
|
| 156 |
+
1280 train 4.531998 (lr=1.0429e-03) (hash(x)=170503648)
|
| 157 |
+
1290 train 4.453023 (lr=1.0409e-03) (hash(x)=164012719)
|
| 158 |
+
1300 val loss 4.5083
|
| 159 |
+
1300 val perplexity 90.7643
|
| 160 |
+
1300 train 4.517972 (lr=1.0389e-03) (hash(x)=156519834)
|
| 161 |
+
1310 train 4.464604 (lr=1.0368e-03) (hash(x)=165146652)
|
| 162 |
+
1320 train 4.486727 (lr=1.0347e-03) (hash(x)=174391990)
|
| 163 |
+
1330 train 4.485818 (lr=1.0326e-03) (hash(x)=161131201)
|
| 164 |
+
1340 train 4.463734 (lr=1.0305e-03) (hash(x)=162240912)
|
| 165 |
+
1350 train 4.381607 (lr=1.0283e-03) (hash(x)=152462931)
|
| 166 |
+
1360 train 4.388746 (lr=1.0261e-03) (hash(x)=150443278)
|
| 167 |
+
1370 train 4.328718 (lr=1.0238e-03) (hash(x)=153721711)
|
| 168 |
+
1380 train 4.468053 (lr=1.0215e-03) (hash(x)=158070628)
|
| 169 |
+
1390 train 4.487807 (lr=1.0192e-03) (hash(x)=163318827)
|
| 170 |
+
1400 val loss 4.4733
|
| 171 |
+
1400 val perplexity 87.6472
|
| 172 |
+
1400 train 4.398650 (lr=1.0169e-03) (hash(x)=154210336)
|
| 173 |
+
1410 train 4.450587 (lr=1.0145e-03) (hash(x)=162393933)
|
| 174 |
+
1420 train 4.441010 (lr=1.0121e-03) (hash(x)=156659308)
|
| 175 |
+
1430 train 4.418641 (lr=1.0097e-03) (hash(x)=171243439)
|
| 176 |
+
1440 train 4.561222 (lr=1.0072e-03) (hash(x)=178459521)
|
| 177 |
+
1450 train 4.405423 (lr=1.0047e-03) (hash(x)=159166350)
|
| 178 |
+
1460 train 4.327768 (lr=1.0022e-03) (hash(x)=173554569)
|
| 179 |
+
1470 train 4.422814 (lr=9.9964e-04) (hash(x)=158362521)
|
| 180 |
+
1480 train 4.385126 (lr=9.9706e-04) (hash(x)=165899207)
|
| 181 |
+
1490 train 4.414091 (lr=9.9445e-04) (hash(x)=156470939)
|
| 182 |
+
1500 val loss 4.4280
|
| 183 |
+
1500 val perplexity 83.7646
|
| 184 |
+
1500 train 4.387051 (lr=9.9182e-04) (hash(x)=164197780)
|
| 185 |
+
1510 train 4.287665 (lr=9.8915e-04) (hash(x)=146709896)
|
| 186 |
+
1520 train 4.301649 (lr=9.8646e-04) (hash(x)=151304838)
|
| 187 |
+
1530 train 4.337380 (lr=9.8374e-04) (hash(x)=163187333)
|
| 188 |
+
1540 train 4.291673 (lr=9.8099e-04) (hash(x)=153630537)
|
| 189 |
+
1550 train 4.301074 (lr=9.7821e-04) (hash(x)=157299103)
|
| 190 |
+
1560 train 4.212522 (lr=9.7540e-04) (hash(x)=153786477)
|
| 191 |
+
1570 train 4.534714 (lr=9.7257e-04) (hash(x)=155037209)
|
| 192 |
+
1580 train 4.417929 (lr=9.6971e-04) (hash(x)=146157308)
|
| 193 |
+
1590 train 4.456183 (lr=9.6683e-04) (hash(x)=147823317)
|
| 194 |
+
1600 val loss 4.3959
|
| 195 |
+
1600 val perplexity 81.1189
|
| 196 |
+
1600 train 4.442136 (lr=9.6391e-04) (hash(x)=169140159)
|
| 197 |
+
1610 train 4.223412 (lr=9.6097e-04) (hash(x)=157811493)
|
| 198 |
+
1620 train 4.323704 (lr=9.5801e-04) (hash(x)=168940851)
|
| 199 |
+
1630 train 4.303957 (lr=9.5502e-04) (hash(x)=151149213)
|
| 200 |
+
1640 train 4.404326 (lr=9.5200e-04) (hash(x)=161822009)
|
| 201 |
+
1650 train 4.819324 (lr=9.4896e-04) (hash(x)=151056313)
|
| 202 |
+
1660 train 4.322527 (lr=9.4589e-04) (hash(x)=156920306)
|
| 203 |
+
1670 train 4.235425 (lr=9.4280e-04) (hash(x)=159695815)
|
| 204 |
+
1680 train 4.253719 (lr=9.3968e-04) (hash(x)=160232907)
|
| 205 |
+
1690 train 4.243441 (lr=9.3654e-04) (hash(x)=158099357)
|
| 206 |
+
1700 val loss 4.3961
|
| 207 |
+
1700 val perplexity 81.1376
|
| 208 |
+
1700 train 4.296148 (lr=9.3337e-04) (hash(x)=164127381)
|
| 209 |
+
1710 train 4.471447 (lr=9.3018e-04) (hash(x)=156592040)
|
| 210 |
+
1720 train 4.400267 (lr=9.2696e-04) (hash(x)=160220265)
|
| 211 |
+
1730 train 4.335251 (lr=9.2372e-04) (hash(x)=156162204)
|
| 212 |
+
1740 train 4.317451 (lr=9.2046e-04) (hash(x)=152767893)
|
| 213 |
+
1750 train 4.307392 (lr=9.1717e-04) (hash(x)=162707306)
|
| 214 |
+
1760 train 4.338651 (lr=9.1386e-04) (hash(x)=154472004)
|
| 215 |
+
1770 train 4.190138 (lr=9.1053e-04) (hash(x)=160374234)
|
| 216 |
+
1780 train 4.343724 (lr=9.0718e-04) (hash(x)=159709225)
|
| 217 |
+
1790 train 4.388216 (lr=9.0380e-04) (hash(x)=152095944)
|
| 218 |
+
1800 val loss 4.3468
|
| 219 |
+
1800 val perplexity 77.2308
|
| 220 |
+
1800 train 4.354996 (lr=9.0040e-04) (hash(x)=157920255)
|
| 221 |
+
1810 train 4.102020 (lr=8.9698e-04) (hash(x)=167237680)
|
| 222 |
+
1820 train 4.216899 (lr=8.9354e-04) (hash(x)=161255774)
|
| 223 |
+
1830 train 4.240602 (lr=8.9008e-04) (hash(x)=154275481)
|
| 224 |
+
1840 train 4.190548 (lr=8.8660e-04) (hash(x)=152398178)
|
| 225 |
+
1850 train 4.294850 (lr=8.8309e-04) (hash(x)=147646022)
|
| 226 |
+
1860 train 4.321379 (lr=8.7957e-04) (hash(x)=158895559)
|
| 227 |
+
1870 train 4.256532 (lr=8.7602e-04) (hash(x)=162742598)
|
| 228 |
+
1880 train 4.250791 (lr=8.7245e-04) (hash(x)=169911029)
|
| 229 |
+
1890 train 4.285038 (lr=8.6887e-04) (hash(x)=172068270)
|
| 230 |
+
1900 val loss 4.3495
|
| 231 |
+
1900 val perplexity 77.4410
|
| 232 |
+
1900 train 4.378515 (lr=8.6527e-04) (hash(x)=159975457)
|
| 233 |
+
1910 train 4.363584 (lr=8.6164e-04) (hash(x)=178775667)
|
| 234 |
+
1920 train 4.236817 (lr=8.5800e-04) (hash(x)=151180831)
|
| 235 |
+
1930 train 4.259444 (lr=8.5434e-04) (hash(x)=154239412)
|
| 236 |
+
1940 train 4.266204 (lr=8.5066e-04) (hash(x)=139144465)
|
| 237 |
+
1950 train 4.215122 (lr=8.4696e-04) (hash(x)=194482413)
|
| 238 |
+
1960 train 4.236923 (lr=8.4324e-04) (hash(x)=155812344)
|
| 239 |
+
1970 train 4.239984 (lr=8.3951e-04) (hash(x)=157577031)
|
| 240 |
+
1980 train 4.271015 (lr=8.3576e-04) (hash(x)=152045027)
|
| 241 |
+
1990 train 4.184645 (lr=8.3199e-04) (hash(x)=141742221)
|
| 242 |
+
2000 val loss 4.2985
|
| 243 |
+
2000 val perplexity 73.5888
|
| 244 |
+
2000 train 4.302138 (lr=8.2821e-04) (hash(x)=160555812)
|
| 245 |
+
2010 train 4.225532 (lr=8.2441e-04) (hash(x)=160371335)
|
| 246 |
+
2020 train 4.230114 (lr=8.2059e-04) (hash(x)=167890767)
|
| 247 |
+
2030 train 4.300030 (lr=8.1676e-04) (hash(x)=165127715)
|
| 248 |
+
2040 train 4.243423 (lr=8.1291e-04) (hash(x)=151587302)
|
| 249 |
+
2050 train 4.259693 (lr=8.0905e-04) (hash(x)=172347989)
|
| 250 |
+
2060 train 4.342476 (lr=8.0517e-04) (hash(x)=161301919)
|
| 251 |
+
2070 train 4.274331 (lr=8.0128e-04) (hash(x)=161472934)
|
| 252 |
+
2080 train 4.356781 (lr=7.9737e-04) (hash(x)=159777322)
|
| 253 |
+
2090 train 4.277098 (lr=7.9345e-04) (hash(x)=151149770)
|
| 254 |
+
2100 val loss 4.2745
|
| 255 |
+
2100 val perplexity 71.8421
|
| 256 |
+
2100 train 4.102344 (lr=7.8951e-04) (hash(x)=160283520)
|
| 257 |
+
2110 train 4.277299 (lr=7.8556e-04) (hash(x)=154222025)
|
| 258 |
+
2120 train 4.219187 (lr=7.8160e-04) (hash(x)=155638178)
|
| 259 |
+
2130 train 4.131468 (lr=7.7762e-04) (hash(x)=149125384)
|
| 260 |
+
2140 train 4.184337 (lr=7.7363e-04) (hash(x)=159496074)
|
| 261 |
+
2150 train 4.271362 (lr=7.6963e-04) (hash(x)=162019154)
|
| 262 |
+
2160 train 4.426383 (lr=7.6562e-04) (hash(x)=155466928)
|
| 263 |
+
2170 train 4.302538 (lr=7.6160e-04) (hash(x)=173469994)
|
| 264 |
+
2180 train 4.408859 (lr=7.5756e-04) (hash(x)=163448753)
|
| 265 |
+
2190 train 4.243056 (lr=7.5351e-04) (hash(x)=166595123)
|
| 266 |
+
2200 val loss 4.2542
|
| 267 |
+
2200 val perplexity 70.3985
|
| 268 |
+
2200 train 4.124207 (lr=7.4945e-04) (hash(x)=165958875)
|
| 269 |
+
2210 train 4.261621 (lr=7.4538e-04) (hash(x)=165019039)
|
| 270 |
+
2220 train 4.242012 (lr=7.4130e-04) (hash(x)=167325225)
|
| 271 |
+
2230 train 4.080485 (lr=7.3721e-04) (hash(x)=154287439)
|
| 272 |
+
2240 train 4.147098 (lr=7.3312e-04) (hash(x)=158565817)
|
| 273 |
+
2250 train 4.103820 (lr=7.2901e-04) (hash(x)=160592835)
|
| 274 |
+
2260 train 4.146537 (lr=7.2489e-04) (hash(x)=144591648)
|
| 275 |
+
2270 train 4.030587 (lr=7.2076e-04) (hash(x)=150486876)
|
| 276 |
+
2280 train 4.217735 (lr=7.1663e-04) (hash(x)=159194788)
|
| 277 |
+
2290 train 4.299026 (lr=7.1248e-04) (hash(x)=164315345)
|
| 278 |
+
2300 val loss 4.2296
|
| 279 |
+
2300 val perplexity 68.6917
|
| 280 |
+
2300 train 4.223337 (lr=7.0833e-04) (hash(x)=170470665)
|
| 281 |
+
2310 train 4.182303 (lr=7.0417e-04) (hash(x)=176539068)
|
| 282 |
+
2320 train 4.164942 (lr=7.0001e-04) (hash(x)=161008474)
|
| 283 |
+
2330 train 4.240200 (lr=6.9583e-04) (hash(x)=168474380)
|
| 284 |
+
2340 train 4.234250 (lr=6.9165e-04) (hash(x)=156072131)
|
| 285 |
+
2350 train 4.324655 (lr=6.8747e-04) (hash(x)=165127087)
|
| 286 |
+
2360 train 4.323633 (lr=6.8327e-04) (hash(x)=159462801)
|
| 287 |
+
2370 train 4.156788 (lr=6.7908e-04) (hash(x)=161698394)
|
| 288 |
+
2380 train 4.080099 (lr=6.7487e-04) (hash(x)=165588078)
|
| 289 |
+
2390 train 4.085272 (lr=6.7066e-04) (hash(x)=171673672)
|
| 290 |
+
2400 val loss 4.2235
|
| 291 |
+
2400 val perplexity 68.2749
|
| 292 |
+
2400 train 4.152884 (lr=6.6645e-04) (hash(x)=157381516)
|
| 293 |
+
2410 train 4.159890 (lr=6.6223e-04) (hash(x)=163238532)
|
| 294 |
+
2420 train 4.114762 (lr=6.5801e-04) (hash(x)=156178237)
|
| 295 |
+
2430 train 3.997633 (lr=6.5378e-04) (hash(x)=155080617)
|
| 296 |
+
2440 train 4.110596 (lr=6.4955e-04) (hash(x)=167490538)
|
| 297 |
+
2450 train 4.082346 (lr=6.4532e-04) (hash(x)=163757352)
|
| 298 |
+
2460 train 4.036312 (lr=6.4108e-04) (hash(x)=156734811)
|
| 299 |
+
2470 train 4.026631 (lr=6.3684e-04) (hash(x)=161522341)
|
| 300 |
+
2480 train 4.289616 (lr=6.3260e-04) (hash(x)=174032060)
|
| 301 |
+
2490 train 4.249748 (lr=6.2836e-04) (hash(x)=163065818)
|
| 302 |
+
2500 val loss 4.1955
|
| 303 |
+
2500 val perplexity 66.3892
|
| 304 |
+
2500 train 4.309544 (lr=6.2412e-04) (hash(x)=126959780)
|
| 305 |
+
2510 train 4.229102 (lr=6.1987e-04) (hash(x)=153844939)
|
| 306 |
+
2520 train 4.215932 (lr=6.1562e-04) (hash(x)=174018174)
|
| 307 |
+
2530 train 4.191288 (lr=6.1137e-04) (hash(x)=150568427)
|
| 308 |
+
2540 train 4.191013 (lr=6.0712e-04) (hash(x)=161725206)
|
| 309 |
+
2550 train 4.161584 (lr=6.0288e-04) (hash(x)=181346417)
|
| 310 |
+
2560 train 4.141051 (lr=5.9863e-04) (hash(x)=168730011)
|
| 311 |
+
2570 train 4.037803 (lr=5.9438e-04) (hash(x)=155900214)
|
| 312 |
+
2580 train 4.092749 (lr=5.9013e-04) (hash(x)=160014621)
|
| 313 |
+
2590 train 4.062580 (lr=5.8588e-04) (hash(x)=148996689)
|
| 314 |
+
2600 val loss 4.1825
|
| 315 |
+
2600 val perplexity 65.5278
|
| 316 |
+
2600 train 4.139482 (lr=5.8164e-04) (hash(x)=145183968)
|
| 317 |
+
2610 train 3.883994 (lr=5.7740e-04) (hash(x)=159420240)
|
| 318 |
+
2620 train 3.867021 (lr=5.7316e-04) (hash(x)=151169903)
|
| 319 |
+
2630 train 3.876712 (lr=5.6892e-04) (hash(x)=149454811)
|
| 320 |
+
2640 train 3.943982 (lr=5.6468e-04) (hash(x)=155603914)
|
| 321 |
+
2650 train 3.942566 (lr=5.6045e-04) (hash(x)=169545195)
|
| 322 |
+
2660 train 4.288185 (lr=5.5622e-04) (hash(x)=168454079)
|
| 323 |
+
2670 train 4.183716 (lr=5.5199e-04) (hash(x)=163110417)
|
| 324 |
+
2680 train 4.131129 (lr=5.4777e-04) (hash(x)=166075603)
|
| 325 |
+
2690 train 4.168844 (lr=5.4355e-04) (hash(x)=174132258)
|
| 326 |
+
2700 val loss 4.1702
|
| 327 |
+
2700 val perplexity 64.7262
|
| 328 |
+
2700 train 4.167378 (lr=5.3934e-04) (hash(x)=169846940)
|
| 329 |
+
2710 train 4.067887 (lr=5.3513e-04) (hash(x)=151553731)
|
| 330 |
+
2720 train 4.170683 (lr=5.3092e-04) (hash(x)=164024255)
|
| 331 |
+
2730 train 4.189842 (lr=5.2673e-04) (hash(x)=156458097)
|
| 332 |
+
2740 train 4.123190 (lr=5.2253e-04) (hash(x)=154663748)
|
| 333 |
+
2750 train 3.983092 (lr=5.1835e-04) (hash(x)=157548181)
|
| 334 |
+
2760 train 4.093372 (lr=5.1417e-04) (hash(x)=151584783)
|
| 335 |
+
2770 train 4.117443 (lr=5.0999e-04) (hash(x)=152692594)
|
| 336 |
+
2780 train 4.095387 (lr=5.0583e-04) (hash(x)=165952919)
|
| 337 |
+
2790 train 3.982125 (lr=5.0167e-04) (hash(x)=157484183)
|
| 338 |
+
2800 val loss 4.1546
|
| 339 |
+
2800 val perplexity 63.7247
|
| 340 |
+
2800 train 4.054763 (lr=4.9752e-04) (hash(x)=154790034)
|
| 341 |
+
2810 train 3.922044 (lr=4.9337e-04) (hash(x)=157856097)
|
| 342 |
+
2820 train 3.904410 (lr=4.8924e-04) (hash(x)=168903939)
|
| 343 |
+
2830 train 4.030650 (lr=4.8511e-04) (hash(x)=167001475)
|
| 344 |
+
2840 train 3.859109 (lr=4.8099e-04) (hash(x)=158987150)
|
| 345 |
+
2850 train 4.091585 (lr=4.7688e-04) (hash(x)=168695407)
|
| 346 |
+
2860 train 4.219999 (lr=4.7279e-04) (hash(x)=164999034)
|
| 347 |
+
2870 train 4.069026 (lr=4.6870e-04) (hash(x)=191197316)
|
| 348 |
+
2880 train 4.027644 (lr=4.6462e-04) (hash(x)=159625200)
|
| 349 |
+
2890 train 4.182813 (lr=4.6055e-04) (hash(x)=157756126)
|
| 350 |
+
2900 val loss 4.1291
|
| 351 |
+
2900 val perplexity 62.1239
|
| 352 |
+
2900 train 4.038908 (lr=4.5649e-04) (hash(x)=164721377)
|
| 353 |
+
2910 train 4.093032 (lr=4.5244e-04) (hash(x)=155873181)
|
| 354 |
+
2920 train 4.041049 (lr=4.4840e-04) (hash(x)=156477082)
|
| 355 |
+
2930 train 4.042772 (lr=4.4438e-04) (hash(x)=151261633)
|
| 356 |
+
2940 train 3.987632 (lr=4.4037e-04) (hash(x)=160090385)
|
| 357 |
+
2950 train 4.131538 (lr=4.3637e-04) (hash(x)=157300618)
|
| 358 |
+
2960 train 4.041780 (lr=4.3238e-04) (hash(x)=163095555)
|
| 359 |
+
2970 train 4.074996 (lr=4.2840e-04) (hash(x)=149649212)
|
| 360 |
+
2980 train 3.887650 (lr=4.2444e-04) (hash(x)=174517675)
|
| 361 |
+
2990 train 3.856638 (lr=4.2049e-04) (hash(x)=161344491)
|
| 362 |
+
3000 val loss 4.1308
|
| 363 |
+
3000 val perplexity 62.2277
|
| 364 |
+
3000 train 3.881963 (lr=4.1655e-04) (hash(x)=163816905)
|
| 365 |
+
3010 train 3.789719 (lr=4.1263e-04) (hash(x)=157420680)
|
| 366 |
+
3020 train 3.897327 (lr=4.0872e-04) (hash(x)=153843035)
|
| 367 |
+
3030 train 4.086160 (lr=4.0483e-04) (hash(x)=149770373)
|
| 368 |
+
3040 train 4.157867 (lr=4.0095e-04) (hash(x)=165320741)
|
| 369 |
+
3050 train 4.128223 (lr=3.9709e-04) (hash(x)=170181151)
|
| 370 |
+
3060 train 4.050388 (lr=3.9324e-04) (hash(x)=163837230)
|
| 371 |
+
3070 train 4.043528 (lr=3.8941e-04) (hash(x)=156812797)
|
| 372 |
+
3080 train 4.014465 (lr=3.8559e-04) (hash(x)=143663627)
|
| 373 |
+
3090 train 4.045098 (lr=3.8179e-04) (hash(x)=165052478)
|
| 374 |
+
3100 val loss 4.1085
|
| 375 |
+
3100 val perplexity 60.8551
|
| 376 |
+
3100 train 3.980613 (lr=3.7801e-04) (hash(x)=151458705)
|
| 377 |
+
3110 train 4.026176 (lr=3.7424e-04) (hash(x)=158228317)
|
| 378 |
+
3120 train 4.204648 (lr=3.7049e-04) (hash(x)=149856801)
|
| 379 |
+
3130 train 3.871677 (lr=3.6676e-04) (hash(x)=146297847)
|
| 380 |
+
3140 train 3.972219 (lr=3.6304e-04) (hash(x)=172795167)
|
| 381 |
+
3150 train 4.025476 (lr=3.5934e-04) (hash(x)=145936074)
|
| 382 |
+
3160 train 4.110168 (lr=3.5566e-04) (hash(x)=157564303)
|
| 383 |
+
3170 train 4.205182 (lr=3.5200e-04) (hash(x)=157451362)
|
| 384 |
+
3180 train 4.124137 (lr=3.4836e-04) (hash(x)=156366043)
|
| 385 |
+
3190 train 4.088335 (lr=3.4473e-04) (hash(x)=162344697)
|
| 386 |
+
3200 val loss 4.0904
|
| 387 |
+
3200 val perplexity 59.7633
|
| 388 |
+
3200 train 4.107697 (lr=3.4113e-04) (hash(x)=164206298)
|
| 389 |
+
3210 train 4.178465 (lr=3.3755e-04) (hash(x)=149468251)
|
| 390 |
+
3220 train 4.114679 (lr=3.3398e-04) (hash(x)=157808606)
|
| 391 |
+
3230 train 4.255522 (lr=3.3043e-04) (hash(x)=157078690)
|
| 392 |
+
3240 train 4.056428 (lr=3.2691e-04) (hash(x)=165699696)
|
| 393 |
+
3250 train 4.004025 (lr=3.2340e-04) (hash(x)=181352842)
|
| 394 |
+
3260 train 4.101588 (lr=3.1992e-04) (hash(x)=142534383)
|
| 395 |
+
3270 train 4.058245 (lr=3.1646e-04) (hash(x)=165297359)
|
| 396 |
+
3280 train 4.102694 (lr=3.1302e-04) (hash(x)=160326815)
|
| 397 |
+
3290 train 4.028180 (lr=3.0960e-04) (hash(x)=150043063)
|
| 398 |
+
3300 val loss 4.0863
|
| 399 |
+
3300 val perplexity 59.5210
|
| 400 |
+
3300 train 3.980295 (lr=3.0620e-04) (hash(x)=164133091)
|
| 401 |
+
3310 train 3.923802 (lr=3.0282e-04) (hash(x)=145803863)
|
| 402 |
+
3320 train 3.948747 (lr=2.9947e-04) (hash(x)=157282009)
|
| 403 |
+
3330 train 3.890682 (lr=2.9614e-04) (hash(x)=159126415)
|
| 404 |
+
3340 train 4.087091 (lr=2.9283e-04) (hash(x)=164426675)
|
| 405 |
+
3350 train 4.122812 (lr=2.8954e-04) (hash(x)=170424924)
|
| 406 |
+
3360 train 4.067450 (lr=2.8628e-04) (hash(x)=163161621)
|
| 407 |
+
3370 train 4.129811 (lr=2.8304e-04) (hash(x)=160786731)
|
| 408 |
+
3380 train 4.083366 (lr=2.7982e-04) (hash(x)=165954688)
|
| 409 |
+
3390 train 4.134407 (lr=2.7663e-04) (hash(x)=147371107)
|
| 410 |
+
3400 val loss 4.0668
|
| 411 |
+
3400 val perplexity 58.3711
|
| 412 |
+
3400 train 4.076045 (lr=2.7346e-04) (hash(x)=153067604)
|
| 413 |
+
3410 train 4.072699 (lr=2.7032e-04) (hash(x)=161748196)
|
| 414 |
+
3420 train 4.086612 (lr=2.6720e-04) (hash(x)=168297963)
|
| 415 |
+
3430 train 4.081766 (lr=2.6411e-04) (hash(x)=145086892)
|
| 416 |
+
3440 train 3.979652 (lr=2.6104e-04) (hash(x)=173125711)
|
| 417 |
+
3450 train 4.083564 (lr=2.5800e-04) (hash(x)=158080216)
|
| 418 |
+
3460 train 3.905874 (lr=2.5498e-04) (hash(x)=158055750)
|
| 419 |
+
3470 train 3.998448 (lr=2.5199e-04) (hash(x)=151381400)
|
| 420 |
+
3480 train 3.940179 (lr=2.4903e-04) (hash(x)=147262346)
|
| 421 |
+
3490 train 3.921918 (lr=2.4609e-04) (hash(x)=154740086)
|
| 422 |
+
3500 val loss 4.0643
|
| 423 |
+
3500 val perplexity 58.2269
|
| 424 |
+
3500 train 3.841033 (lr=2.4317e-04) (hash(x)=145730968)
|
| 425 |
+
3510 train 3.992454 (lr=2.4029e-04) (hash(x)=151355929)
|
| 426 |
+
3520 train 3.976207 (lr=2.3743e-04) (hash(x)=165136835)
|
| 427 |
+
3530 train 4.057367 (lr=2.3460e-04) (hash(x)=163869056)
|
| 428 |
+
3540 train 3.994788 (lr=2.3179e-04) (hash(x)=161580134)
|
| 429 |
+
3550 train 4.007151 (lr=2.2901e-04) (hash(x)=168595690)
|
| 430 |
+
3560 train 4.047963 (lr=2.2626e-04) (hash(x)=158576466)
|
| 431 |
+
3570 train 4.008968 (lr=2.2354e-04) (hash(x)=157298619)
|
| 432 |
+
3580 train 4.096577 (lr=2.2085e-04) (hash(x)=160892091)
|
| 433 |
+
3590 train 3.962405 (lr=2.1818e-04) (hash(x)=165168008)
|
| 434 |
+
3600 val loss 4.0467
|
| 435 |
+
3600 val perplexity 57.2069
|
| 436 |
+
3600 train 4.066035 (lr=2.1555e-04) (hash(x)=144911638)
|
| 437 |
+
3610 train 4.026999 (lr=2.1294e-04) (hash(x)=150614513)
|
| 438 |
+
3620 train 4.010371 (lr=2.1036e-04) (hash(x)=167695016)
|
| 439 |
+
3630 train 3.929011 (lr=2.0781e-04) (hash(x)=182708233)
|
| 440 |
+
3640 train 4.036039 (lr=2.0529e-04) (hash(x)=154146274)
|
| 441 |
+
3650 train 4.006915 (lr=2.0280e-04) (hash(x)=159129968)
|
| 442 |
+
3660 train 3.917884 (lr=2.0033e-04) (hash(x)=146209497)
|
| 443 |
+
3670 train 3.938355 (lr=1.9790e-04) (hash(x)=145578104)
|
| 444 |
+
3680 train 3.929475 (lr=1.9550e-04) (hash(x)=150243521)
|
| 445 |
+
3690 train 3.892642 (lr=1.9313e-04) (hash(x)=154328313)
|
| 446 |
+
3700 val loss 4.0474
|
| 447 |
+
3700 val perplexity 57.2463
|
| 448 |
+
3700 train 3.853819 (lr=1.9079e-04) (hash(x)=159904582)
|
| 449 |
+
3710 train 4.201106 (lr=1.8848e-04) (hash(x)=175986417)
|
| 450 |
+
3720 train 4.115468 (lr=1.8619e-04) (hash(x)=158509479)
|
| 451 |
+
3730 train 4.127851 (lr=1.8395e-04) (hash(x)=156087760)
|
| 452 |
+
3740 train 4.131319 (lr=1.8173e-04) (hash(x)=177667170)
|
| 453 |
+
3750 train 4.098060 (lr=1.7954e-04) (hash(x)=145256842)
|
| 454 |
+
3760 train 4.060039 (lr=1.7738e-04) (hash(x)=149855635)
|
| 455 |
+
3770 train 4.099740 (lr=1.7526e-04) (hash(x)=168798886)
|
| 456 |
+
3780 train 4.015707 (lr=1.7317e-04) (hash(x)=156277179)
|
| 457 |
+
3790 train 3.983055 (lr=1.7111e-04) (hash(x)=149698945)
|
| 458 |
+
3800 val loss 4.0329
|
| 459 |
+
3800 val perplexity 56.4230
|
| 460 |
+
3800 train 3.938147 (lr=1.6908e-04) (hash(x)=168039654)
|
| 461 |
+
3810 train 4.056460 (lr=1.6708e-04) (hash(x)=154595574)
|
| 462 |
+
3820 train 4.104534 (lr=1.6511e-04) (hash(x)=158303284)
|
| 463 |
+
3830 train 4.116121 (lr=1.6318e-04) (hash(x)=164128644)
|
| 464 |
+
3840 train 4.071053 (lr=1.6128e-04) (hash(x)=166842997)
|
| 465 |
+
3850 train 3.988058 (lr=1.5942e-04) (hash(x)=177681163)
|
| 466 |
+
3860 train 3.964818 (lr=1.5758e-04) (hash(x)=177062575)
|
| 467 |
+
3870 train 4.002524 (lr=1.5578e-04) (hash(x)=158957159)
|
| 468 |
+
3880 train 3.937513 (lr=1.5401e-04) (hash(x)=151567740)
|
| 469 |
+
3890 train 4.012881 (lr=1.5228e-04) (hash(x)=153261675)
|
| 470 |
+
3900 val loss 4.0250
|
| 471 |
+
3900 val perplexity 55.9810
|
| 472 |
+
3900 train 4.280443 (lr=1.5058e-04) (hash(x)=160268683)
|
| 473 |
+
3910 train 4.008599 (lr=1.4891e-04) (hash(x)=153745240)
|
| 474 |
+
3920 train 4.064869 (lr=1.4727e-04) (hash(x)=164537824)
|
| 475 |
+
3930 train 4.008155 (lr=1.4567e-04) (hash(x)=162062116)
|
| 476 |
+
3940 train 3.970170 (lr=1.4411e-04) (hash(x)=168626742)
|
| 477 |
+
3950 train 4.030270 (lr=1.4257e-04) (hash(x)=148753561)
|
| 478 |
+
3960 train 3.957625 (lr=1.4108e-04) (hash(x)=163526242)
|
| 479 |
+
3970 train 4.174593 (lr=1.3961e-04) (hash(x)=159329323)
|
| 480 |
+
3980 train 4.099673 (lr=1.3818e-04) (hash(x)=146502339)
|
| 481 |
+
3990 train 3.795178 (lr=1.3678e-04) (hash(x)=158409708)
|
| 482 |
+
4000 val loss 4.0203
|
| 483 |
+
4000 val perplexity 55.7179
|
| 484 |
+
4000 train 3.973369 (lr=1.3542e-04) (hash(x)=154645137)
|
| 485 |
+
4010 train 3.977548 (lr=1.3410e-04) (hash(x)=160044026)
|
| 486 |
+
4020 train 3.954818 (lr=1.3280e-04) (hash(x)=155544686)
|
| 487 |
+
4030 train 3.942307 (lr=1.3155e-04) (hash(x)=147589421)
|
| 488 |
+
4040 train 4.045280 (lr=1.3032e-04) (hash(x)=158607990)
|
| 489 |
+
4050 train 3.961638 (lr=1.2914e-04) (hash(x)=154108872)
|
| 490 |
+
4060 train 4.046791 (lr=1.2798e-04) (hash(x)=167101465)
|
| 491 |
+
4070 train 4.005784 (lr=1.2687e-04) (hash(x)=160323363)
|
| 492 |
+
4080 train 3.993370 (lr=1.2578e-04) (hash(x)=150423692)
|
| 493 |
+
4090 train 3.969736 (lr=1.2474e-04) (hash(x)=167461885)
|
| 494 |
+
4100 val loss 4.0110
|
| 495 |
+
4100 val perplexity 55.2040
|
| 496 |
+
4100 train 4.002204 (lr=1.2373e-04) (hash(x)=151783377)
|
| 497 |
+
4110 train 4.000349 (lr=1.2275e-04) (hash(x)=165679649)
|
| 498 |
+
4120 train 3.900062 (lr=1.2181e-04) (hash(x)=153643039)
|
| 499 |
+
4130 train 3.947778 (lr=1.2091e-04) (hash(x)=149648749)
|
| 500 |
+
4140 train 3.984243 (lr=1.2004e-04) (hash(x)=162751418)
|
| 501 |
+
4150 train 3.981295 (lr=1.1920e-04) (hash(x)=157047478)
|
| 502 |
+
4160 train 3.920089 (lr=1.1841e-04) (hash(x)=156391812)
|
| 503 |
+
4170 train 3.988993 (lr=1.1764e-04) (hash(x)=180926985)
|
| 504 |
+
4180 train 4.031575 (lr=1.1692e-04) (hash(x)=168699059)
|
| 505 |
+
4190 train 3.953805 (lr=1.1623e-04) (hash(x)=155410372)
|
| 506 |
+
4200 val loss 4.0081
|
| 507 |
+
4200 val perplexity 55.0440
|
| 508 |
+
4200 train 3.964595 (lr=1.1557e-04) (hash(x)=152615252)
|
| 509 |
+
4210 train 3.933148 (lr=1.1496e-04) (hash(x)=155679453)
|
| 510 |
+
4220 train 4.044627 (lr=1.1437e-04) (hash(x)=152954399)
|
| 511 |
+
4230 train 4.048508 (lr=1.1383e-04) (hash(x)=164608084)
|
| 512 |
+
4240 train 4.070450 (lr=1.1332e-04) (hash(x)=162463867)
|
| 513 |
+
4250 train 3.987661 (lr=1.1285e-04) (hash(x)=168832088)
|
| 514 |
+
4260 train 3.961029 (lr=1.1241e-04) (hash(x)=162698882)
|
| 515 |
+
4270 train 3.995693 (lr=1.1201e-04) (hash(x)=180861492)
|
| 516 |
+
4280 train 3.879505 (lr=1.1164e-04) (hash(x)=160824300)
|
| 517 |
+
4290 train 3.941616 (lr=1.1132e-04) (hash(x)=157750938)
|
| 518 |
+
4300 val loss 4.0078
|
| 519 |
+
4300 val perplexity 55.0257
|
| 520 |
+
4300 train 3.899668 (lr=1.1103e-04) (hash(x)=157216833)
|
| 521 |
+
4310 train 3.888854 (lr=1.1077e-04) (hash(x)=176184661)
|
| 522 |
+
4320 train 4.053345 (lr=1.1055e-04) (hash(x)=161537117)
|
| 523 |
+
4330 train 4.010367 (lr=1.1037e-04) (hash(x)=160700216)
|
| 524 |
+
4340 train 3.964384 (lr=1.1022e-04) (hash(x)=175519903)
|
| 525 |
+
4350 train 3.964734 (lr=1.1011e-04) (hash(x)=167988701)
|
| 526 |
+
4360 train 3.918738 (lr=1.1004e-04) (hash(x)=162619084)
|
| 527 |
+
4370 train 4.298704 (lr=1.1000e-04) (hash(x)=166292684)
|
| 528 |
+
4374 val loss 4.0018
|
| 529 |
+
4374 val perplexity 54.6949
|
one_mask_per_head_4_latent_masks/model_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f2a43fc1e97980505eec465e7e2bd074ef5829032ff4b710809ffdd139eb664b
|
| 3 |
+
size 95221362
|
one_mask_per_head_4_latent_masks/optimizer_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:13ae9fd414c64fbe9a3fcc5dba05e1f2f469134d2bfd3a0cfe60a09dfbab2870
|
| 3 |
+
size 184165430
|