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Browse files- logs/64_latent_masks_degenerate/degen_no_compile_seed_1339/args.json +1 -0
- logs/64_latent_masks_degenerate/degen_no_compile_seed_1339/dataloader_04374.pt +3 -0
- logs/64_latent_masks_degenerate/degen_no_compile_seed_1339/log2.txt +548 -0
- logs/64_latent_masks_degenerate/degen_no_compile_seed_1339/model_04374.pt +3 -0
- logs/64_latent_masks_degenerate/degen_no_compile_seed_1339/optimizer_04374.pt +3 -0
logs/64_latent_masks_degenerate/degen_no_compile_seed_1339/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "logs/64_latent_masks_degenerate/degen_no_compile_seed_1339", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 12, "n_embd": 768, "head_dim": 64, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": 4375, "warmup_steps": 250, "group": "64_latent_masks_degenerate", "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": 0.0, "disable_selection_head_linear_combo_bias": true, "assert_latent_matches_no_head": false, "n_latent_masks": 1, "init_latent_masks_to_identity": true, "init_latent_masks_to_inverse": false, "latent_mask_scale": null, "latent_mask_runtime_multiplier": null, "latent_mask_sigmoid": false, "S_layernorm": false, "one_head_per_latent_mask": false, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": false, "use_mini_model": false, "upload_to_hf": true, "seq_len": 1024, "batch_size": 4, "total_batch_size": 131072, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_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": 0.003, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "degen_no_compile_seed_1339", "latent_mask_precision": "float32"}
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logs/64_latent_masks_degenerate/degen_no_compile_seed_1339/dataloader_04374.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:994809a5ef065b3b39ff8d94ca69f209f3eedb103954655f09fa348a0918b20e
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size 964
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logs/64_latent_masks_degenerate/degen_no_compile_seed_1339/log2.txt
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| 1 |
+
max_steps: 4375
|
| 2 |
+
0 val loss 11.0035
|
| 3 |
+
0 val perplexity 60083.4961
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| 4 |
+
0 hella 0.2548
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| 5 |
+
0 train 11.008879 (lr=4.1958e-06) (hash(x)=19499830)
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| 6 |
+
10 train 9.657036 (lr=4.6154e-05) (hash(x)=19266129)
|
| 7 |
+
20 train 9.092818 (lr=8.8112e-05) (hash(x)=17425714)
|
| 8 |
+
30 train 8.437303 (lr=1.3007e-04) (hash(x)=19434488)
|
| 9 |
+
40 train 7.807650 (lr=1.7203e-04) (hash(x)=18289960)
|
| 10 |
+
50 train 7.662336 (lr=2.1399e-04) (hash(x)=25963856)
|
| 11 |
+
60 train 7.696056 (lr=2.5594e-04) (hash(x)=23798061)
|
| 12 |
+
70 train 7.326115 (lr=2.9790e-04) (hash(x)=19309727)
|
| 13 |
+
80 train 7.278381 (lr=3.3986e-04) (hash(x)=20092642)
|
| 14 |
+
90 train 7.072668 (lr=3.8182e-04) (hash(x)=21094807)
|
| 15 |
+
100 val loss 6.9677
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| 16 |
+
100 val perplexity 1061.7363
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| 17 |
+
100 train 6.815153 (lr=4.2378e-04) (hash(x)=18910383)
|
| 18 |
+
110 train 6.744645 (lr=4.6573e-04) (hash(x)=17739111)
|
| 19 |
+
120 train 6.606953 (lr=5.0769e-04) (hash(x)=20068667)
|
| 20 |
+
130 train 6.454791 (lr=5.4965e-04) (hash(x)=19548561)
|
| 21 |
+
140 train 6.424420 (lr=5.9161e-04) (hash(x)=19990057)
|
| 22 |
+
150 train 6.491090 (lr=6.3357e-04) (hash(x)=17559733)
|
| 23 |
+
160 train 6.403364 (lr=6.7552e-04) (hash(x)=21295815)
|
| 24 |
+
170 train 6.311761 (lr=7.1748e-04) (hash(x)=21771608)
|
| 25 |
+
180 train 6.223434 (lr=7.5944e-04) (hash(x)=18484596)
|
| 26 |
+
190 train 6.164683 (lr=8.0140e-04) (hash(x)=18663948)
|
| 27 |
+
200 val loss 6.0680
|
| 28 |
+
200 val perplexity 431.8260
|
| 29 |
+
200 train 6.083218 (lr=8.4336e-04) (hash(x)=19306031)
|
| 30 |
+
210 train 5.972337 (lr=8.8531e-04) (hash(x)=18345886)
|
| 31 |
+
220 train 5.896093 (lr=9.2727e-04) (hash(x)=18477726)
|
| 32 |
+
230 train 6.011758 (lr=9.6923e-04) (hash(x)=22315538)
|
| 33 |
+
240 train 5.697820 (lr=1.0112e-03) (hash(x)=16529598)
|
| 34 |
+
250 hella 0.2402
|
| 35 |
+
250 train 5.771736 (lr=1.0531e-03) (hash(x)=23415380)
|
| 36 |
+
260 train 5.665125 (lr=1.0951e-03) (hash(x)=21452526)
|
| 37 |
+
270 train 5.581280 (lr=1.1371e-03) (hash(x)=16964237)
|
| 38 |
+
280 train 5.524058 (lr=1.1790e-03) (hash(x)=20851273)
|
| 39 |
+
290 train 5.452334 (lr=1.2210e-03) (hash(x)=14094390)
|
| 40 |
+
300 val loss 5.5702
|
| 41 |
+
300 val perplexity 262.4886
|
| 42 |
+
300 train 5.318775 (lr=1.2629e-03) (hash(x)=21184674)
|
| 43 |
+
310 train 5.250615 (lr=1.3049e-03) (hash(x)=18777755)
|
| 44 |
+
320 train 5.327264 (lr=1.3469e-03) (hash(x)=23869658)
|
| 45 |
+
330 train 5.437572 (lr=1.3888e-03) (hash(x)=18147471)
|
| 46 |
+
340 train 5.491498 (lr=1.4308e-03) (hash(x)=19672778)
|
| 47 |
+
350 train 5.467415 (lr=1.4727e-03) (hash(x)=21868542)
|
| 48 |
+
360 train 5.390863 (lr=1.5147e-03) (hash(x)=20606890)
|
| 49 |
+
370 train 5.478525 (lr=1.5566e-03) (hash(x)=22900825)
|
| 50 |
+
380 train 5.293628 (lr=1.5986e-03) (hash(x)=20332562)
|
| 51 |
+
390 train 5.222829 (lr=1.6406e-03) (hash(x)=16917496)
|
| 52 |
+
400 val loss 5.2250
|
| 53 |
+
400 val perplexity 185.8551
|
| 54 |
+
400 train 5.200732 (lr=1.6825e-03) (hash(x)=20419326)
|
| 55 |
+
410 train 5.156049 (lr=1.7245e-03) (hash(x)=18934133)
|
| 56 |
+
420 train 5.152098 (lr=1.7664e-03) (hash(x)=17991367)
|
| 57 |
+
430 train 5.178051 (lr=1.8084e-03) (hash(x)=17769433)
|
| 58 |
+
440 train 5.065469 (lr=1.8503e-03) (hash(x)=21720430)
|
| 59 |
+
450 train 5.062007 (lr=1.8923e-03) (hash(x)=14866747)
|
| 60 |
+
460 train 4.949741 (lr=1.9343e-03) (hash(x)=22009033)
|
| 61 |
+
470 train 4.778847 (lr=1.9762e-03) (hash(x)=19327881)
|
| 62 |
+
480 train 4.896319 (lr=2.0182e-03) (hash(x)=19973633)
|
| 63 |
+
490 train 4.675219 (lr=2.0601e-03) (hash(x)=20294459)
|
| 64 |
+
500 val loss 4.9783
|
| 65 |
+
500 val perplexity 145.2279
|
| 66 |
+
500 hella 0.2404
|
| 67 |
+
500 train 4.756181 (lr=2.1021e-03) (hash(x)=16902401)
|
| 68 |
+
510 train 4.854359 (lr=2.1441e-03) (hash(x)=20028937)
|
| 69 |
+
520 train 4.912820 (lr=2.1860e-03) (hash(x)=18001903)
|
| 70 |
+
530 train 4.925727 (lr=2.2280e-03) (hash(x)=21435244)
|
| 71 |
+
540 train 4.878969 (lr=2.2699e-03) (hash(x)=16973801)
|
| 72 |
+
550 train 4.840425 (lr=2.3119e-03) (hash(x)=21158829)
|
| 73 |
+
560 train 4.913921 (lr=2.3538e-03) (hash(x)=15382082)
|
| 74 |
+
570 train 4.797815 (lr=2.3958e-03) (hash(x)=18999843)
|
| 75 |
+
580 train 4.750867 (lr=2.4378e-03) (hash(x)=19873877)
|
| 76 |
+
590 train 4.871254 (lr=2.4797e-03) (hash(x)=22520351)
|
| 77 |
+
600 val loss 4.7780
|
| 78 |
+
600 val perplexity 118.8694
|
| 79 |
+
600 train 4.784510 (lr=2.5217e-03) (hash(x)=18681131)
|
| 80 |
+
610 train 4.708912 (lr=2.5636e-03) (hash(x)=18401442)
|
| 81 |
+
620 train 4.669527 (lr=2.6056e-03) (hash(x)=21171777)
|
| 82 |
+
630 train 4.594742 (lr=2.6476e-03) (hash(x)=20257940)
|
| 83 |
+
640 train 4.603790 (lr=2.6895e-03) (hash(x)=21673710)
|
| 84 |
+
650 train 4.539640 (lr=2.7315e-03) (hash(x)=16969297)
|
| 85 |
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660 train 4.447081 (lr=2.7734e-03) (hash(x)=18464518)
|
| 86 |
+
670 train 4.414680 (lr=2.8154e-03) (hash(x)=17196302)
|
| 87 |
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680 train 4.315731 (lr=2.8573e-03) (hash(x)=18376792)
|
| 88 |
+
690 train 4.355858 (lr=2.8993e-03) (hash(x)=17928860)
|
| 89 |
+
700 val loss 4.6403
|
| 90 |
+
700 val perplexity 103.5733
|
| 91 |
+
700 train 4.377654 (lr=2.9413e-03) (hash(x)=22330314)
|
| 92 |
+
710 train 4.654038 (lr=2.9832e-03) (hash(x)=17776819)
|
| 93 |
+
720 train 4.636458 (lr=3.0000e-03) (hash(x)=20367943)
|
| 94 |
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730 train 4.627199 (lr=2.9999e-03) (hash(x)=20244235)
|
| 95 |
+
740 train 4.554372 (lr=2.9997e-03) (hash(x)=25068819)
|
| 96 |
+
750 hella 0.2557
|
| 97 |
+
750 train 4.486370 (lr=2.9994e-03) (hash(x)=20552971)
|
| 98 |
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760 train 4.558390 (lr=2.9990e-03) (hash(x)=19170549)
|
| 99 |
+
770 train 4.509097 (lr=2.9985e-03) (hash(x)=20863809)
|
| 100 |
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780 train 4.497975 (lr=2.9979e-03) (hash(x)=23003114)
|
| 101 |
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790 train 4.442184 (lr=2.9972e-03) (hash(x)=21939064)
|
| 102 |
+
800 val loss 4.4584
|
| 103 |
+
800 val perplexity 86.3525
|
| 104 |
+
800 train 4.441492 (lr=2.9964e-03) (hash(x)=19245118)
|
| 105 |
+
810 train 4.337937 (lr=2.9955e-03) (hash(x)=22642355)
|
| 106 |
+
820 train 4.363761 (lr=2.9945e-03) (hash(x)=23447029)
|
| 107 |
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830 train 4.405642 (lr=2.9934e-03) (hash(x)=21708229)
|
| 108 |
+
840 train 4.329483 (lr=2.9922e-03) (hash(x)=18377450)
|
| 109 |
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850 train 4.334702 (lr=2.9909e-03) (hash(x)=16701034)
|
| 110 |
+
860 train 4.459967 (lr=2.9896e-03) (hash(x)=21348338)
|
| 111 |
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870 train 4.423445 (lr=2.9881e-03) (hash(x)=20919606)
|
| 112 |
+
880 train 4.397553 (lr=2.9865e-03) (hash(x)=22912154)
|
| 113 |
+
890 train 4.330399 (lr=2.9848e-03) (hash(x)=20629816)
|
| 114 |
+
900 val loss 4.3460
|
| 115 |
+
900 val perplexity 77.1722
|
| 116 |
+
900 train 4.355843 (lr=2.9830e-03) (hash(x)=21120493)
|
| 117 |
+
910 train 4.324011 (lr=2.9811e-03) (hash(x)=19354333)
|
| 118 |
+
920 train 4.344503 (lr=2.9792e-03) (hash(x)=22251784)
|
| 119 |
+
930 train 4.283391 (lr=2.9771e-03) (hash(x)=17462001)
|
| 120 |
+
940 train 4.239831 (lr=2.9749e-03) (hash(x)=21939624)
|
| 121 |
+
950 train 4.275972 (lr=2.9726e-03) (hash(x)=20914464)
|
| 122 |
+
960 train 4.274822 (lr=2.9703e-03) (hash(x)=18974331)
|
| 123 |
+
970 train 4.238550 (lr=2.9678e-03) (hash(x)=21032787)
|
| 124 |
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980 train 4.214539 (lr=2.9652e-03) (hash(x)=18848940)
|
| 125 |
+
990 train 4.243407 (lr=2.9626e-03) (hash(x)=20074037)
|
| 126 |
+
1000 val loss 4.2359
|
| 127 |
+
1000 val perplexity 69.1262
|
| 128 |
+
1000 hella 0.2495
|
| 129 |
+
1000 train 4.239602 (lr=2.9598e-03) (hash(x)=18791811)
|
| 130 |
+
1010 train 4.427540 (lr=2.9570e-03) (hash(x)=16870030)
|
| 131 |
+
1020 train 4.295318 (lr=2.9540e-03) (hash(x)=17382263)
|
| 132 |
+
1030 train 4.265812 (lr=2.9510e-03) (hash(x)=19518020)
|
| 133 |
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1040 train 4.220644 (lr=2.9478e-03) (hash(x)=18479196)
|
| 134 |
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1050 train 4.216287 (lr=2.9446e-03) (hash(x)=20240434)
|
| 135 |
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1060 train 4.226159 (lr=2.9412e-03) (hash(x)=20176962)
|
| 136 |
+
1070 train 4.257518 (lr=2.9378e-03) (hash(x)=22429292)
|
| 137 |
+
1080 train 4.121420 (lr=2.9343e-03) (hash(x)=20635325)
|
| 138 |
+
1090 train 4.171557 (lr=2.9307e-03) (hash(x)=23524462)
|
| 139 |
+
1100 val loss 4.1628
|
| 140 |
+
1100 val perplexity 64.2498
|
| 141 |
+
1100 train 4.173768 (lr=2.9270e-03) (hash(x)=25636544)
|
| 142 |
+
1110 train 4.114418 (lr=2.9231e-03) (hash(x)=21984040)
|
| 143 |
+
1120 train 4.102402 (lr=2.9192e-03) (hash(x)=21955314)
|
| 144 |
+
1130 train 4.154202 (lr=2.9152e-03) (hash(x)=24632576)
|
| 145 |
+
1140 train 4.150154 (lr=2.9112e-03) (hash(x)=22566911)
|
| 146 |
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1150 train 4.260287 (lr=2.9070e-03) (hash(x)=19348391)
|
| 147 |
+
1160 train 4.222899 (lr=2.9027e-03) (hash(x)=13676213)
|
| 148 |
+
1170 train 4.186428 (lr=2.8983e-03) (hash(x)=21126914)
|
| 149 |
+
1180 train 4.113250 (lr=2.8939e-03) (hash(x)=21859315)
|
| 150 |
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1190 train 4.111266 (lr=2.8893e-03) (hash(x)=22140691)
|
| 151 |
+
1200 val loss 4.0818
|
| 152 |
+
1200 val perplexity 59.2546
|
| 153 |
+
1200 train 4.000849 (lr=2.8847e-03) (hash(x)=21010060)
|
| 154 |
+
1210 train 4.075284 (lr=2.8800e-03) (hash(x)=25216648)
|
| 155 |
+
1220 train 4.059216 (lr=2.8751e-03) (hash(x)=19447714)
|
| 156 |
+
1230 train 4.004884 (lr=2.8702e-03) (hash(x)=20268415)
|
| 157 |
+
1240 train 4.091594 (lr=2.8652e-03) (hash(x)=21742969)
|
| 158 |
+
1250 hella 0.2582
|
| 159 |
+
1250 train 3.964009 (lr=2.8601e-03) (hash(x)=23680287)
|
| 160 |
+
1260 train 4.033719 (lr=2.8550e-03) (hash(x)=21568309)
|
| 161 |
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1270 train 3.981336 (lr=2.8497e-03) (hash(x)=20176939)
|
| 162 |
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1280 train 4.036092 (lr=2.8443e-03) (hash(x)=21657918)
|
| 163 |
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1290 train 4.057084 (lr=2.8389e-03) (hash(x)=20749696)
|
| 164 |
+
1300 val loss 4.0264
|
| 165 |
+
1300 val perplexity 56.0609
|
| 166 |
+
1300 train 4.056311 (lr=2.8333e-03) (hash(x)=21178552)
|
| 167 |
+
1310 train 4.183703 (lr=2.8277e-03) (hash(x)=24008496)
|
| 168 |
+
1320 train 3.932218 (lr=2.8220e-03) (hash(x)=20529379)
|
| 169 |
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1330 train 4.011406 (lr=2.8162e-03) (hash(x)=19580783)
|
| 170 |
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1340 train 4.116326 (lr=2.8103e-03) (hash(x)=22031001)
|
| 171 |
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1350 train 3.943343 (lr=2.8044e-03) (hash(x)=19758453)
|
| 172 |
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1360 train 4.058641 (lr=2.7983e-03) (hash(x)=20524989)
|
| 173 |
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1370 train 3.929561 (lr=2.7922e-03) (hash(x)=18611857)
|
| 174 |
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1380 train 3.969779 (lr=2.7860e-03) (hash(x)=18097851)
|
| 175 |
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1390 train 4.015441 (lr=2.7797e-03) (hash(x)=18841925)
|
| 176 |
+
1400 val loss 4.0016
|
| 177 |
+
1400 val perplexity 54.6864
|
| 178 |
+
1400 train 3.957586 (lr=2.7733e-03) (hash(x)=20959768)
|
| 179 |
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1410 train 4.046859 (lr=2.7668e-03) (hash(x)=18836875)
|
| 180 |
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1420 train 4.160150 (lr=2.7603e-03) (hash(x)=19657234)
|
| 181 |
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1430 train 3.926158 (lr=2.7536e-03) (hash(x)=21047683)
|
| 182 |
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1440 train 4.068352 (lr=2.7469e-03) (hash(x)=26743461)
|
| 183 |
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1450 train 3.996215 (lr=2.7401e-03) (hash(x)=22881324)
|
| 184 |
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1460 train 3.920749 (lr=2.7333e-03) (hash(x)=24194800)
|
| 185 |
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1470 train 3.989951 (lr=2.7263e-03) (hash(x)=23399930)
|
| 186 |
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1480 train 4.017603 (lr=2.7193e-03) (hash(x)=20569902)
|
| 187 |
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1490 train 3.921646 (lr=2.7121e-03) (hash(x)=18223528)
|
| 188 |
+
1500 val loss 3.9481
|
| 189 |
+
1500 val perplexity 51.8371
|
| 190 |
+
1500 hella 0.2550
|
| 191 |
+
1500 train 4.037807 (lr=2.7050e-03) (hash(x)=19550097)
|
| 192 |
+
1510 train 3.929270 (lr=2.6977e-03) (hash(x)=19347158)
|
| 193 |
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1520 train 3.923938 (lr=2.6903e-03) (hash(x)=16014775)
|
| 194 |
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1530 train 3.862972 (lr=2.6829e-03) (hash(x)=19187039)
|
| 195 |
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1540 train 3.926445 (lr=2.6754e-03) (hash(x)=19718445)
|
| 196 |
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1550 train 3.975912 (lr=2.6678e-03) (hash(x)=20755662)
|
| 197 |
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1560 train 3.889987 (lr=2.6602e-03) (hash(x)=20026689)
|
| 198 |
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1570 train 3.938436 (lr=2.6525e-03) (hash(x)=20481658)
|
| 199 |
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1580 train 3.921117 (lr=2.6447e-03) (hash(x)=20415281)
|
| 200 |
+
1590 train 4.027881 (lr=2.6368e-03) (hash(x)=21683290)
|
| 201 |
+
1600 val loss 3.9202
|
| 202 |
+
1600 val perplexity 50.4098
|
| 203 |
+
1600 train 4.000162 (lr=2.6289e-03) (hash(x)=21287292)
|
| 204 |
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1610 train 4.051906 (lr=2.6208e-03) (hash(x)=20072672)
|
| 205 |
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1620 train 3.930569 (lr=2.6128e-03) (hash(x)=15774154)
|
| 206 |
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1630 train 3.939522 (lr=2.6046e-03) (hash(x)=19253426)
|
| 207 |
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1640 train 4.026258 (lr=2.5964e-03) (hash(x)=18235717)
|
| 208 |
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1650 train 3.928033 (lr=2.5881e-03) (hash(x)=17940066)
|
| 209 |
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1660 train 3.905200 (lr=2.5797e-03) (hash(x)=20731779)
|
| 210 |
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1670 train 3.907634 (lr=2.5713e-03) (hash(x)=21326011)
|
| 211 |
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1680 train 3.738679 (lr=2.5628e-03) (hash(x)=19569086)
|
| 212 |
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1690 train 3.766831 (lr=2.5542e-03) (hash(x)=17136153)
|
| 213 |
+
1700 val loss 3.9125
|
| 214 |
+
1700 val perplexity 50.0217
|
| 215 |
+
1700 train 3.988897 (lr=2.5455e-03) (hash(x)=24947450)
|
| 216 |
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1710 train 3.930901 (lr=2.5368e-03) (hash(x)=20835959)
|
| 217 |
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1720 train 3.956863 (lr=2.5281e-03) (hash(x)=19803138)
|
| 218 |
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1730 train 3.924476 (lr=2.5192e-03) (hash(x)=23602127)
|
| 219 |
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1740 train 3.955782 (lr=2.5103e-03) (hash(x)=21588728)
|
| 220 |
+
1750 hella 0.2565
|
| 221 |
+
1750 train 3.928360 (lr=2.5014e-03) (hash(x)=22545660)
|
| 222 |
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1760 train 3.931439 (lr=2.4924e-03) (hash(x)=22464423)
|
| 223 |
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1770 train 3.800370 (lr=2.4833e-03) (hash(x)=22560125)
|
| 224 |
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1780 train 3.893621 (lr=2.4741e-03) (hash(x)=20628381)
|
| 225 |
+
1790 train 3.907653 (lr=2.4649e-03) (hash(x)=19928492)
|
| 226 |
+
1800 val loss 3.8672
|
| 227 |
+
1800 val perplexity 47.8089
|
| 228 |
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1800 train 3.902701 (lr=2.4556e-03) (hash(x)=19855177)
|
| 229 |
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1810 train 3.861081 (lr=2.4463e-03) (hash(x)=17417243)
|
| 230 |
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1820 train 3.703128 (lr=2.4369e-03) (hash(x)=20821803)
|
| 231 |
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1830 train 3.816919 (lr=2.4275e-03) (hash(x)=24879137)
|
| 232 |
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1840 train 3.784357 (lr=2.4180e-03) (hash(x)=20844335)
|
| 233 |
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1850 train 3.814773 (lr=2.4084e-03) (hash(x)=18445411)
|
| 234 |
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1860 train 3.935562 (lr=2.3988e-03) (hash(x)=22194917)
|
| 235 |
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1870 train 3.957561 (lr=2.3891e-03) (hash(x)=21291954)
|
| 236 |
+
1880 train 3.789444 (lr=2.3794e-03) (hash(x)=18252425)
|
| 237 |
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1890 train 3.900074 (lr=2.3696e-03) (hash(x)=17424764)
|
| 238 |
+
1900 val loss 3.8291
|
| 239 |
+
1900 val perplexity 46.0196
|
| 240 |
+
1900 train 3.807879 (lr=2.3598e-03) (hash(x)=19759252)
|
| 241 |
+
1910 train 3.760194 (lr=2.3499e-03) (hash(x)=17053540)
|
| 242 |
+
1920 train 3.861557 (lr=2.3400e-03) (hash(x)=20059888)
|
| 243 |
+
1930 train 3.705838 (lr=2.3300e-03) (hash(x)=18717513)
|
| 244 |
+
1940 train 3.807542 (lr=2.3200e-03) (hash(x)=21252145)
|
| 245 |
+
1950 train 3.795594 (lr=2.3099e-03) (hash(x)=17166480)
|
| 246 |
+
1960 train 3.693602 (lr=2.2998e-03) (hash(x)=19791836)
|
| 247 |
+
1970 train 3.850094 (lr=2.2896e-03) (hash(x)=20908476)
|
| 248 |
+
1980 train 3.791862 (lr=2.2793e-03) (hash(x)=17252455)
|
| 249 |
+
1990 train 3.789855 (lr=2.2691e-03) (hash(x)=19187120)
|
| 250 |
+
2000 val loss 3.8067
|
| 251 |
+
2000 val perplexity 45.0008
|
| 252 |
+
2000 hella 0.2566
|
| 253 |
+
2000 train 3.816708 (lr=2.2588e-03) (hash(x)=20996686)
|
| 254 |
+
2010 train 3.838600 (lr=2.2484e-03) (hash(x)=22420273)
|
| 255 |
+
2020 train 3.823924 (lr=2.2380e-03) (hash(x)=21035175)
|
| 256 |
+
2030 train 3.864866 (lr=2.2275e-03) (hash(x)=21464100)
|
| 257 |
+
2040 train 3.893646 (lr=2.2170e-03) (hash(x)=19332299)
|
| 258 |
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2050 train 3.768572 (lr=2.2065e-03) (hash(x)=16978105)
|
| 259 |
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2060 train 3.989725 (lr=2.1959e-03) (hash(x)=17517702)
|
| 260 |
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2070 train 3.811602 (lr=2.1853e-03) (hash(x)=19999968)
|
| 261 |
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2080 train 3.829541 (lr=2.1746e-03) (hash(x)=17974202)
|
| 262 |
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2090 train 3.669888 (lr=2.1639e-03) (hash(x)=18093857)
|
| 263 |
+
2100 val loss 3.7751
|
| 264 |
+
2100 val perplexity 43.6015
|
| 265 |
+
2100 train 3.729759 (lr=2.1532e-03) (hash(x)=18025348)
|
| 266 |
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2110 train 3.781250 (lr=2.1424e-03) (hash(x)=18562385)
|
| 267 |
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2120 train 3.733502 (lr=2.1316e-03) (hash(x)=21660073)
|
| 268 |
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2130 train 3.844017 (lr=2.1208e-03) (hash(x)=23688255)
|
| 269 |
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2140 train 3.913258 (lr=2.1099e-03) (hash(x)=22201770)
|
| 270 |
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2150 train 3.824701 (lr=2.0990e-03) (hash(x)=19338752)
|
| 271 |
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2160 train 3.817060 (lr=2.0881e-03) (hash(x)=15027506)
|
| 272 |
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2170 train 3.801573 (lr=2.0771e-03) (hash(x)=16328757)
|
| 273 |
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2180 train 3.805532 (lr=2.0661e-03) (hash(x)=25769566)
|
| 274 |
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2190 train 3.813575 (lr=2.0550e-03) (hash(x)=21688947)
|
| 275 |
+
2200 val loss 3.7539
|
| 276 |
+
2200 val perplexity 42.6883
|
| 277 |
+
2200 train 3.814525 (lr=2.0440e-03) (hash(x)=15500010)
|
| 278 |
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2210 train 3.758077 (lr=2.0329e-03) (hash(x)=17836120)
|
| 279 |
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2220 train 3.734194 (lr=2.0217e-03) (hash(x)=19443168)
|
| 280 |
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2230 train 3.669207 (lr=2.0106e-03) (hash(x)=17297013)
|
| 281 |
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2240 train 3.718558 (lr=1.9994e-03) (hash(x)=18650030)
|
| 282 |
+
2250 hella 0.2627
|
| 283 |
+
2250 train 3.683749 (lr=1.9882e-03) (hash(x)=15805613)
|
| 284 |
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2260 train 3.658972 (lr=1.9770e-03) (hash(x)=19942534)
|
| 285 |
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2270 train 3.677372 (lr=1.9657e-03) (hash(x)=22599430)
|
| 286 |
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2280 train 3.918533 (lr=1.9544e-03) (hash(x)=22218719)
|
| 287 |
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2290 train 3.812800 (lr=1.9431e-03) (hash(x)=19342048)
|
| 288 |
+
2300 val loss 3.7270
|
| 289 |
+
2300 val perplexity 41.5555
|
| 290 |
+
2300 train 3.698416 (lr=1.9318e-03) (hash(x)=18810407)
|
| 291 |
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2310 train 3.783432 (lr=1.9205e-03) (hash(x)=22073167)
|
| 292 |
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2320 train 3.828105 (lr=1.9091e-03) (hash(x)=20883748)
|
| 293 |
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2330 train 3.642761 (lr=1.8977e-03) (hash(x)=15010975)
|
| 294 |
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2340 train 3.795683 (lr=1.8863e-03) (hash(x)=17153145)
|
| 295 |
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2350 train 3.702676 (lr=1.8749e-03) (hash(x)=25451452)
|
| 296 |
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2360 train 3.784577 (lr=1.8635e-03) (hash(x)=19036737)
|
| 297 |
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2370 train 3.840023 (lr=1.8520e-03) (hash(x)=18582711)
|
| 298 |
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2380 train 3.730818 (lr=1.8406e-03) (hash(x)=22311667)
|
| 299 |
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2390 train 3.786491 (lr=1.8291e-03) (hash(x)=23289834)
|
| 300 |
+
2400 val loss 3.7105
|
| 301 |
+
2400 val perplexity 40.8758
|
| 302 |
+
2400 train 3.661860 (lr=1.8176e-03) (hash(x)=19343835)
|
| 303 |
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2410 train 3.540547 (lr=1.8061e-03) (hash(x)=19070868)
|
| 304 |
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2420 train 3.671151 (lr=1.7946e-03) (hash(x)=21492358)
|
| 305 |
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2430 train 3.589388 (lr=1.7830e-03) (hash(x)=21355438)
|
| 306 |
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2440 train 3.620389 (lr=1.7715e-03) (hash(x)=18688923)
|
| 307 |
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2450 train 3.456305 (lr=1.7600e-03) (hash(x)=18655016)
|
| 308 |
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2460 train 3.474371 (lr=1.7484e-03) (hash(x)=23966823)
|
| 309 |
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2470 train 3.429514 (lr=1.7368e-03) (hash(x)=19789602)
|
| 310 |
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2480 train 3.797375 (lr=1.7253e-03) (hash(x)=18904369)
|
| 311 |
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2490 train 3.776592 (lr=1.7137e-03) (hash(x)=18638893)
|
| 312 |
+
2500 val loss 3.6890
|
| 313 |
+
2500 val perplexity 40.0042
|
| 314 |
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2500 hella 0.2599
|
| 315 |
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2500 train 3.688840 (lr=1.7021e-03) (hash(x)=16815212)
|
| 316 |
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2510 train 3.659466 (lr=1.6906e-03) (hash(x)=24781988)
|
| 317 |
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2520 train 3.752818 (lr=1.6790e-03) (hash(x)=18249583)
|
| 318 |
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2530 train 3.717248 (lr=1.6674e-03) (hash(x)=18203346)
|
| 319 |
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2540 train 3.719636 (lr=1.6558e-03) (hash(x)=19029376)
|
| 320 |
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2550 train 3.703267 (lr=1.6442e-03) (hash(x)=21525059)
|
| 321 |
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2560 train 3.655155 (lr=1.6326e-03) (hash(x)=21419471)
|
| 322 |
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2570 train 3.705482 (lr=1.6210e-03) (hash(x)=19425528)
|
| 323 |
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2580 train 3.710190 (lr=1.6094e-03) (hash(x)=16653977)
|
| 324 |
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2590 train 3.645756 (lr=1.5979e-03) (hash(x)=23372914)
|
| 325 |
+
2600 val loss 3.6653
|
| 326 |
+
2600 val perplexity 39.0660
|
| 327 |
+
2600 train 3.634066 (lr=1.5863e-03) (hash(x)=15676604)
|
| 328 |
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2610 train 3.622801 (lr=1.5747e-03) (hash(x)=24943464)
|
| 329 |
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2620 train 3.476990 (lr=1.5632e-03) (hash(x)=18637598)
|
| 330 |
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2630 train 3.443514 (lr=1.5516e-03) (hash(x)=20671881)
|
| 331 |
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2640 train 3.492819 (lr=1.5400e-03) (hash(x)=21040846)
|
| 332 |
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2650 train 3.539418 (lr=1.5285e-03) (hash(x)=22880651)
|
| 333 |
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2660 train 3.650904 (lr=1.5170e-03) (hash(x)=18865768)
|
| 334 |
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2670 train 3.793699 (lr=1.5054e-03) (hash(x)=21044077)
|
| 335 |
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2680 train 3.696235 (lr=1.4939e-03) (hash(x)=20980745)
|
| 336 |
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2690 train 3.667761 (lr=1.4824e-03) (hash(x)=19495821)
|
| 337 |
+
2700 val loss 3.6487
|
| 338 |
+
2700 val perplexity 38.4233
|
| 339 |
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2700 train 3.788104 (lr=1.4709e-03) (hash(x)=24282313)
|
| 340 |
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2710 train 3.809680 (lr=1.4594e-03) (hash(x)=16434484)
|
| 341 |
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2720 train 3.655504 (lr=1.4480e-03) (hash(x)=19401384)
|
| 342 |
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2730 train 3.561957 (lr=1.4365e-03) (hash(x)=29013935)
|
| 343 |
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2740 train 3.537636 (lr=1.4251e-03) (hash(x)=20089946)
|
| 344 |
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2750 hella 0.2625
|
| 345 |
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2750 train 3.678722 (lr=1.4137e-03) (hash(x)=19869457)
|
| 346 |
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2760 train 3.586191 (lr=1.4023e-03) (hash(x)=16709635)
|
| 347 |
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2770 train 3.586473 (lr=1.3909e-03) (hash(x)=22743096)
|
| 348 |
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2780 train 3.588817 (lr=1.3795e-03) (hash(x)=21850887)
|
| 349 |
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2790 train 3.567402 (lr=1.3682e-03) (hash(x)=21898297)
|
| 350 |
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2800 val loss 3.6273
|
| 351 |
+
2800 val perplexity 37.6121
|
| 352 |
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2800 train 3.436744 (lr=1.3569e-03) (hash(x)=21413897)
|
| 353 |
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2810 train 3.447071 (lr=1.3456e-03) (hash(x)=19920845)
|
| 354 |
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2820 train 3.431695 (lr=1.3343e-03) (hash(x)=24043370)
|
| 355 |
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2830 train 3.517404 (lr=1.3230e-03) (hash(x)=18524290)
|
| 356 |
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2840 train 3.455227 (lr=1.3118e-03) (hash(x)=19600591)
|
| 357 |
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2850 train 3.632743 (lr=1.3006e-03) (hash(x)=21409231)
|
| 358 |
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2860 train 3.538784 (lr=1.2894e-03) (hash(x)=22752705)
|
| 359 |
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2870 train 3.743438 (lr=1.2783e-03) (hash(x)=19111240)
|
| 360 |
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2880 train 3.709138 (lr=1.2671e-03) (hash(x)=19723832)
|
| 361 |
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2890 train 3.523333 (lr=1.2560e-03) (hash(x)=20931007)
|
| 362 |
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2900 val loss 3.6066
|
| 363 |
+
2900 val perplexity 36.8393
|
| 364 |
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2900 train 3.607614 (lr=1.2450e-03) (hash(x)=18157571)
|
| 365 |
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2910 train 3.802359 (lr=1.2339e-03) (hash(x)=15451342)
|
| 366 |
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2920 train 3.676121 (lr=1.2229e-03) (hash(x)=20840624)
|
| 367 |
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2930 train 3.696147 (lr=1.2119e-03) (hash(x)=20592314)
|
| 368 |
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2940 train 3.586910 (lr=1.2010e-03) (hash(x)=18543854)
|
| 369 |
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2950 train 3.584228 (lr=1.1901e-03) (hash(x)=18949144)
|
| 370 |
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2960 train 3.550264 (lr=1.1792e-03) (hash(x)=21711836)
|
| 371 |
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2970 train 3.529558 (lr=1.1684e-03) (hash(x)=22932108)
|
| 372 |
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2980 train 3.576253 (lr=1.1576e-03) (hash(x)=21153871)
|
| 373 |
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2990 train 3.488139 (lr=1.1468e-03) (hash(x)=20821229)
|
| 374 |
+
3000 val loss 3.5960
|
| 375 |
+
3000 val perplexity 36.4518
|
| 376 |
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3000 hella 0.2611
|
| 377 |
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3000 train 3.476800 (lr=1.1361e-03) (hash(x)=20308294)
|
| 378 |
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3010 train 3.372275 (lr=1.1254e-03) (hash(x)=15568285)
|
| 379 |
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3020 train 3.418788 (lr=1.1147e-03) (hash(x)=25333743)
|
| 380 |
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3030 train 3.690284 (lr=1.1041e-03) (hash(x)=21412609)
|
| 381 |
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3040 train 3.626099 (lr=1.0935e-03) (hash(x)=20306459)
|
| 382 |
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3050 train 3.650215 (lr=1.0830e-03) (hash(x)=22401325)
|
| 383 |
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3060 train 3.785749 (lr=1.0725e-03) (hash(x)=17461443)
|
| 384 |
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3070 train 3.564612 (lr=1.0620e-03) (hash(x)=21060753)
|
| 385 |
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3080 train 3.615345 (lr=1.0516e-03) (hash(x)=18276937)
|
| 386 |
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3090 train 3.677188 (lr=1.0412e-03) (hash(x)=22919536)
|
| 387 |
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3100 val loss 3.5707
|
| 388 |
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3100 val perplexity 35.5430
|
| 389 |
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3100 train 3.542616 (lr=1.0309e-03) (hash(x)=22068258)
|
| 390 |
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3110 train 3.580463 (lr=1.0207e-03) (hash(x)=22238174)
|
| 391 |
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3120 train 3.436184 (lr=1.0104e-03) (hash(x)=19841337)
|
| 392 |
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3130 train 3.460398 (lr=1.0002e-03) (hash(x)=18274815)
|
| 393 |
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3140 train 3.556801 (lr=9.9011e-04) (hash(x)=22162670)
|
| 394 |
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3150 train 3.584460 (lr=9.8002e-04) (hash(x)=22571495)
|
| 395 |
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3160 train 3.604059 (lr=9.6999e-04) (hash(x)=22642982)
|
| 396 |
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3170 train 3.622914 (lr=9.6000e-04) (hash(x)=20033229)
|
| 397 |
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3180 train 3.647948 (lr=9.5007e-04) (hash(x)=19437509)
|
| 398 |
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3190 train 3.660673 (lr=9.4019e-04) (hash(x)=16783200)
|
| 399 |
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3200 val loss 3.5504
|
| 400 |
+
3200 val perplexity 34.8286
|
| 401 |
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3200 train 3.608056 (lr=9.3036e-04) (hash(x)=24078985)
|
| 402 |
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3210 train 3.570189 (lr=9.2058e-04) (hash(x)=17215036)
|
| 403 |
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3220 train 3.618301 (lr=9.1085e-04) (hash(x)=20834133)
|
| 404 |
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3230 train 3.668547 (lr=9.0118e-04) (hash(x)=22319183)
|
| 405 |
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3240 train 3.650891 (lr=8.9157e-04) (hash(x)=18488174)
|
| 406 |
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3250 hella 0.2662
|
| 407 |
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3250 train 3.562049 (lr=8.8201e-04) (hash(x)=18309688)
|
| 408 |
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3260 train 3.578730 (lr=8.7251e-04) (hash(x)=22420069)
|
| 409 |
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3270 train 3.552186 (lr=8.6307e-04) (hash(x)=20198122)
|
| 410 |
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3280 train 3.519469 (lr=8.5368e-04) (hash(x)=19296839)
|
| 411 |
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3290 train 3.644528 (lr=8.4435e-04) (hash(x)=18856940)
|
| 412 |
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3300 val loss 3.5404
|
| 413 |
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3300 val perplexity 34.4801
|
| 414 |
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3300 train 3.451239 (lr=8.3508e-04) (hash(x)=18860544)
|
| 415 |
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3310 train 3.460607 (lr=8.2588e-04) (hash(x)=18540569)
|
| 416 |
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3320 train 3.585825 (lr=8.1673e-04) (hash(x)=19524980)
|
| 417 |
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3330 train 3.290806 (lr=8.0764e-04) (hash(x)=20135353)
|
| 418 |
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3340 train 3.469679 (lr=7.9862e-04) (hash(x)=18231276)
|
| 419 |
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3350 train 3.563169 (lr=7.8966e-04) (hash(x)=21460655)
|
| 420 |
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3360 train 3.577488 (lr=7.8076e-04) (hash(x)=21427500)
|
| 421 |
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3370 train 3.513353 (lr=7.7192e-04) (hash(x)=20983682)
|
| 422 |
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3380 train 3.606299 (lr=7.6315e-04) (hash(x)=19255896)
|
| 423 |
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3390 train 3.741817 (lr=7.5445e-04) (hash(x)=22402624)
|
| 424 |
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3400 val loss 3.5183
|
| 425 |
+
3400 val perplexity 33.7268
|
| 426 |
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3400 train 3.637207 (lr=7.4581e-04) (hash(x)=18912715)
|
| 427 |
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3410 train 3.632670 (lr=7.3724e-04) (hash(x)=21257398)
|
| 428 |
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3420 train 3.612989 (lr=7.2874e-04) (hash(x)=21948097)
|
| 429 |
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3430 train 3.731255 (lr=7.2030e-04) (hash(x)=20347030)
|
| 430 |
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3440 train 3.523633 (lr=7.1193e-04) (hash(x)=21481378)
|
| 431 |
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3450 train 3.529740 (lr=7.0363e-04) (hash(x)=17546482)
|
| 432 |
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3460 train 3.591224 (lr=6.9541e-04) (hash(x)=18550105)
|
| 433 |
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3470 train 3.562532 (lr=6.8725e-04) (hash(x)=24547129)
|
| 434 |
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3480 train 3.507716 (lr=6.7916e-04) (hash(x)=20098288)
|
| 435 |
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3490 train 3.378342 (lr=6.7114e-04) (hash(x)=21452276)
|
| 436 |
+
3500 val loss 3.5087
|
| 437 |
+
3500 val perplexity 33.4036
|
| 438 |
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3500 hella 0.2659
|
| 439 |
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3500 train 3.313665 (lr=6.6320e-04) (hash(x)=23225933)
|
| 440 |
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3510 train 3.483222 (lr=6.5533e-04) (hash(x)=21071905)
|
| 441 |
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3520 train 3.342432 (lr=6.4753e-04) (hash(x)=16906922)
|
| 442 |
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3530 train 3.630217 (lr=6.3981e-04) (hash(x)=21899151)
|
| 443 |
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3540 train 3.604070 (lr=6.3216e-04) (hash(x)=23041756)
|
| 444 |
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3550 train 3.635450 (lr=6.2458e-04) (hash(x)=21732674)
|
| 445 |
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3560 train 3.562721 (lr=6.1708e-04) (hash(x)=18473192)
|
| 446 |
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3570 train 3.597128 (lr=6.0966e-04) (hash(x)=14969150)
|
| 447 |
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3580 train 3.549201 (lr=6.0231e-04) (hash(x)=24237738)
|
| 448 |
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3590 train 3.467980 (lr=5.9504e-04) (hash(x)=17182881)
|
| 449 |
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3600 val loss 3.4928
|
| 450 |
+
3600 val perplexity 32.8790
|
| 451 |
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3600 train 3.502683 (lr=5.8785e-04) (hash(x)=21408499)
|
| 452 |
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3610 train 3.484612 (lr=5.8074e-04) (hash(x)=20004592)
|
| 453 |
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3620 train 3.561586 (lr=5.7370e-04) (hash(x)=19807690)
|
| 454 |
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3630 train 3.489056 (lr=5.6675e-04) (hash(x)=15802211)
|
| 455 |
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3640 train 3.512770 (lr=5.5987e-04) (hash(x)=17076697)
|
| 456 |
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3650 train 3.566059 (lr=5.5308e-04) (hash(x)=18190785)
|
| 457 |
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3660 train 3.367530 (lr=5.4636e-04) (hash(x)=19759253)
|
| 458 |
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3670 train 3.430768 (lr=5.3973e-04) (hash(x)=17023532)
|
| 459 |
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3680 train 3.308069 (lr=5.3318e-04) (hash(x)=17433843)
|
| 460 |
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3690 train 3.308450 (lr=5.2671e-04) (hash(x)=18793933)
|
| 461 |
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3700 val loss 3.4875
|
| 462 |
+
3700 val perplexity 32.7051
|
| 463 |
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3700 train 3.421816 (lr=5.2033e-04) (hash(x)=17153326)
|
| 464 |
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3710 train 3.595425 (lr=5.1402e-04) (hash(x)=18663421)
|
| 465 |
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3720 train 3.522973 (lr=5.0780e-04) (hash(x)=18726507)
|
| 466 |
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3730 train 3.505581 (lr=5.0167e-04) (hash(x)=21535668)
|
| 467 |
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3740 train 3.697054 (lr=4.9562e-04) (hash(x)=23817997)
|
| 468 |
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3750 hella 0.2634
|
| 469 |
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3750 train 3.533934 (lr=4.8965e-04) (hash(x)=16956634)
|
| 470 |
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3760 train 3.589638 (lr=4.8377e-04) (hash(x)=19896983)
|
| 471 |
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3770 train 3.575365 (lr=4.7798e-04) (hash(x)=20117113)
|
| 472 |
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3780 train 3.530235 (lr=4.7227e-04) (hash(x)=15844634)
|
| 473 |
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3790 train 3.604197 (lr=4.6665e-04) (hash(x)=20319750)
|
| 474 |
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3800 val loss 3.4699
|
| 475 |
+
3800 val perplexity 32.1334
|
| 476 |
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3800 train 3.471843 (lr=4.6112e-04) (hash(x)=20435350)
|
| 477 |
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3810 train 3.490833 (lr=4.5567e-04) (hash(x)=20641047)
|
| 478 |
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3820 train 3.559174 (lr=4.5031e-04) (hash(x)=18297741)
|
| 479 |
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3830 train 3.473846 (lr=4.4504e-04) (hash(x)=17763890)
|
| 480 |
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3840 train 3.455645 (lr=4.3986e-04) (hash(x)=23487198)
|
| 481 |
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3850 train 3.431660 (lr=4.3477e-04) (hash(x)=21778602)
|
| 482 |
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3860 train 3.451170 (lr=4.2977e-04) (hash(x)=20416853)
|
| 483 |
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3870 train 3.355639 (lr=4.2486e-04) (hash(x)=20694619)
|
| 484 |
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3880 train 3.424513 (lr=4.2004e-04) (hash(x)=20581652)
|
| 485 |
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3890 train 3.497670 (lr=4.1530e-04) (hash(x)=24613563)
|
| 486 |
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3900 val loss 3.4605
|
| 487 |
+
3900 val perplexity 31.8343
|
| 488 |
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3900 train 3.480584 (lr=4.1066e-04) (hash(x)=19662796)
|
| 489 |
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3910 train 3.443248 (lr=4.0611e-04) (hash(x)=23741407)
|
| 490 |
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3920 train 3.489145 (lr=4.0166e-04) (hash(x)=23031285)
|
| 491 |
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3930 train 3.518867 (lr=3.9729e-04) (hash(x)=23239084)
|
| 492 |
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3940 train 3.434917 (lr=3.9302e-04) (hash(x)=19296933)
|
| 493 |
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3950 train 3.441732 (lr=3.8884e-04) (hash(x)=20099740)
|
| 494 |
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3960 train 3.507416 (lr=3.8475e-04) (hash(x)=22043697)
|
| 495 |
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3970 train 3.486645 (lr=3.8076e-04) (hash(x)=27563931)
|
| 496 |
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3980 train 3.530937 (lr=3.7685e-04) (hash(x)=21251196)
|
| 497 |
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3990 train 3.345906 (lr=3.7305e-04) (hash(x)=22898068)
|
| 498 |
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4000 val loss 3.4525
|
| 499 |
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4000 val perplexity 31.5786
|
| 500 |
+
4000 hella 0.2664
|
| 501 |
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4000 train 3.429581 (lr=3.6933e-04) (hash(x)=19449887)
|
| 502 |
+
4010 train 3.437684 (lr=3.6572e-04) (hash(x)=21147640)
|
| 503 |
+
4020 train 3.350126 (lr=3.6219e-04) (hash(x)=19826876)
|
| 504 |
+
4030 train 3.478526 (lr=3.5876e-04) (hash(x)=23648072)
|
| 505 |
+
4040 train 3.444729 (lr=3.5543e-04) (hash(x)=21568106)
|
| 506 |
+
4050 train 3.427263 (lr=3.5219e-04) (hash(x)=28260637)
|
| 507 |
+
4060 train 3.454216 (lr=3.4905e-04) (hash(x)=20127545)
|
| 508 |
+
4070 train 3.424674 (lr=3.4600e-04) (hash(x)=20608325)
|
| 509 |
+
4080 train 3.583386 (lr=3.4305e-04) (hash(x)=22853386)
|
| 510 |
+
4090 train 3.459606 (lr=3.4019e-04) (hash(x)=21675157)
|
| 511 |
+
4100 val loss 3.4404
|
| 512 |
+
4100 val perplexity 31.1985
|
| 513 |
+
4100 train 3.494984 (lr=3.3744e-04) (hash(x)=17377009)
|
| 514 |
+
4110 train 3.473670 (lr=3.3477e-04) (hash(x)=22277706)
|
| 515 |
+
4120 train 3.498391 (lr=3.3221e-04) (hash(x)=19781296)
|
| 516 |
+
4130 train 3.490035 (lr=3.2974e-04) (hash(x)=14644070)
|
| 517 |
+
4140 train 3.438001 (lr=3.2737e-04) (hash(x)=17324623)
|
| 518 |
+
4150 train 3.449594 (lr=3.2510e-04) (hash(x)=18640674)
|
| 519 |
+
4160 train 3.367720 (lr=3.2292e-04) (hash(x)=20754523)
|
| 520 |
+
4170 train 3.342075 (lr=3.2085e-04) (hash(x)=22334132)
|
| 521 |
+
4180 train 3.458658 (lr=3.1887e-04) (hash(x)=21104828)
|
| 522 |
+
4190 train 3.472490 (lr=3.1699e-04) (hash(x)=19725849)
|
| 523 |
+
4200 val loss 3.4347
|
| 524 |
+
4200 val perplexity 31.0221
|
| 525 |
+
4200 train 3.541974 (lr=3.1520e-04) (hash(x)=24693657)
|
| 526 |
+
4210 train 3.425875 (lr=3.1352e-04) (hash(x)=20148669)
|
| 527 |
+
4220 train 3.435161 (lr=3.1193e-04) (hash(x)=26860969)
|
| 528 |
+
4230 train 3.475856 (lr=3.1044e-04) (hash(x)=20146192)
|
| 529 |
+
4240 train 3.468270 (lr=3.0905e-04) (hash(x)=15710025)
|
| 530 |
+
4250 hella 0.2695
|
| 531 |
+
4250 train 3.493846 (lr=3.0776e-04) (hash(x)=16513041)
|
| 532 |
+
4260 train 3.490878 (lr=3.0657e-04) (hash(x)=17073880)
|
| 533 |
+
4270 train 3.400354 (lr=3.0548e-04) (hash(x)=21596384)
|
| 534 |
+
4280 train 3.449664 (lr=3.0449e-04) (hash(x)=18548369)
|
| 535 |
+
4290 train 3.348468 (lr=3.0359e-04) (hash(x)=20524519)
|
| 536 |
+
4300 val loss 3.4321
|
| 537 |
+
4300 val perplexity 30.9426
|
| 538 |
+
4300 train 3.414313 (lr=3.0280e-04) (hash(x)=20906140)
|
| 539 |
+
4310 train 3.371844 (lr=3.0210e-04) (hash(x)=21519922)
|
| 540 |
+
4320 train 3.427764 (lr=3.0150e-04) (hash(x)=20493589)
|
| 541 |
+
4330 train 3.506432 (lr=3.0101e-04) (hash(x)=18964922)
|
| 542 |
+
4340 train 3.397593 (lr=3.0061e-04) (hash(x)=20832448)
|
| 543 |
+
4350 train 3.413110 (lr=3.0031e-04) (hash(x)=18631764)
|
| 544 |
+
4360 train 3.437835 (lr=3.0011e-04) (hash(x)=19542477)
|
| 545 |
+
4370 train 3.484448 (lr=3.0001e-04) (hash(x)=17072278)
|
| 546 |
+
4374 val loss 3.4266
|
| 547 |
+
4374 val perplexity 30.7720
|
| 548 |
+
4374 hella 0.2654
|
logs/64_latent_masks_degenerate/degen_no_compile_seed_1339/model_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f30a25e9245eca6164ff7b794ca0897a3cefa37129d4eef8e8b6a05f2cb19b32
|
| 3 |
+
size 555244890
|
logs/64_latent_masks_degenerate/degen_no_compile_seed_1339/optimizer_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6a98f30601552254886c2e91fc1531d8f1edf861839b9b74fe00aa54421e3cf7
|
| 3 |
+
size 1009837598
|