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one_mask_per_head_2_latent_vectors/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "allowing_more_selection_patterns/one_mask_per_head_2_latent_vectors", "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": null, "warmup_steps": null, "group": "allowing_more_selection_patterns", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1337, "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": null, "batch_size": 4, "total_batch_size": null, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "n_latent_masks": 2, "mask_layernorm": false, "residual_attention_masks": false, "compute_base_shapes": false, "base_shapes_savefile": null, "mup": false, "disable_selection": false, "mup_enable_coord_check_logging": false, "max_lr": null, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": null}
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one_mask_per_head_2_latent_vectors/dataloader_02499.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:8f23ea867bba43cdf20aa2c4d5d2e2d1d662882792de37f23ee6c049d369660a
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size 964
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one_mask_per_head_2_latent_vectors/log2.txt
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max_steps: 2500
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| 2 |
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0 val loss 11.0209
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| 3 |
+
0 val perplexity 61140.6484
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| 4 |
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0 train 11.026832 (lr=8.3916e-07) (hash(x)=23347629)
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10 train 10.224495 (lr=9.2308e-06) (hash(x)=19636655)
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20 train 9.729277 (lr=1.7622e-05) (hash(x)=24490248)
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30 train 9.527868 (lr=2.6014e-05) (hash(x)=21733558)
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| 8 |
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40 train 9.272552 (lr=3.4406e-05) (hash(x)=31750616)
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| 9 |
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50 train 8.960818 (lr=4.2797e-05) (hash(x)=20041895)
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| 10 |
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60 train 8.586679 (lr=5.1189e-05) (hash(x)=21416280)
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| 11 |
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70 train 8.241448 (lr=5.9580e-05) (hash(x)=18066780)
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| 12 |
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80 train 7.926493 (lr=6.7972e-05) (hash(x)=21809427)
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| 13 |
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90 train 7.674655 (lr=7.6364e-05) (hash(x)=22061595)
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| 14 |
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100 val loss 7.4587
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| 15 |
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100 val perplexity 1734.9619
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| 16 |
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100 train 7.408588 (lr=8.4755e-05) (hash(x)=17468914)
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| 17 |
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110 train 7.227366 (lr=9.3147e-05) (hash(x)=20421520)
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| 18 |
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120 train 7.229856 (lr=1.0154e-04) (hash(x)=23140133)
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| 19 |
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130 train 7.097166 (lr=1.0993e-04) (hash(x)=20006835)
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| 20 |
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140 train 6.848365 (lr=1.1832e-04) (hash(x)=18628134)
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| 21 |
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150 train 6.821269 (lr=1.2671e-04) (hash(x)=21913447)
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| 22 |
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160 train 6.769176 (lr=1.3510e-04) (hash(x)=22997297)
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| 23 |
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170 train 6.578884 (lr=1.4350e-04) (hash(x)=17904821)
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180 train 6.428210 (lr=1.5189e-04) (hash(x)=18826982)
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| 25 |
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190 train 6.516953 (lr=1.6028e-04) (hash(x)=21387716)
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| 26 |
+
200 val loss 6.3869
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| 27 |
+
200 val perplexity 594.0179
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| 28 |
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200 train 6.309577 (lr=1.6867e-04) (hash(x)=16236395)
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| 29 |
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210 train 6.189707 (lr=1.7706e-04) (hash(x)=21428681)
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| 30 |
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220 train 6.336513 (lr=1.8545e-04) (hash(x)=20461738)
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| 31 |
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230 train 6.159262 (lr=1.9385e-04) (hash(x)=20394865)
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| 32 |
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240 train 6.045243 (lr=2.0224e-04) (hash(x)=18028671)
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| 33 |
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250 train 5.897091 (lr=2.1063e-04) (hash(x)=18122073)
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| 34 |
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260 train 5.813160 (lr=2.1902e-04) (hash(x)=22994143)
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| 35 |
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270 train 6.013514 (lr=2.2741e-04) (hash(x)=20646260)
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| 36 |
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280 train 5.860374 (lr=2.3580e-04) (hash(x)=23204708)
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| 37 |
+
290 train 5.776207 (lr=2.4420e-04) (hash(x)=17900252)
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| 38 |
+
300 val loss 5.8071
|
| 39 |
+
300 val perplexity 332.6622
|
| 40 |
+
300 train 5.650475 (lr=2.5259e-04) (hash(x)=19073819)
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| 41 |
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310 train 5.812761 (lr=2.6098e-04) (hash(x)=22378232)
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| 42 |
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320 train 5.730812 (lr=2.6937e-04) (hash(x)=19910430)
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| 43 |
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330 train 5.659667 (lr=2.7776e-04) (hash(x)=25168753)
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| 44 |
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340 train 5.535535 (lr=2.8615e-04) (hash(x)=20665256)
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| 45 |
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350 train 5.416691 (lr=2.9455e-04) (hash(x)=19951160)
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| 46 |
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360 train 5.629634 (lr=3.0294e-04) (hash(x)=21178202)
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| 47 |
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370 train 5.483434 (lr=3.1133e-04) (hash(x)=20435886)
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| 48 |
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380 train 5.417364 (lr=3.1972e-04) (hash(x)=21255097)
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| 49 |
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390 train 5.422375 (lr=3.2811e-04) (hash(x)=19596330)
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| 50 |
+
400 val loss 5.3748
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| 51 |
+
400 val perplexity 215.9036
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| 52 |
+
400 train 5.398746 (lr=3.3650e-04) (hash(x)=21789426)
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| 53 |
+
410 train 5.306820 (lr=3.4490e-04) (hash(x)=18366401)
|
| 54 |
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420 train 5.186624 (lr=3.5329e-04) (hash(x)=18614660)
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| 55 |
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430 train 5.335863 (lr=3.6168e-04) (hash(x)=21649063)
|
| 56 |
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440 train 5.209197 (lr=3.7007e-04) (hash(x)=18505097)
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| 57 |
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450 train 5.206759 (lr=3.7846e-04) (hash(x)=23434312)
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| 58 |
+
460 train 5.083421 (lr=3.8685e-04) (hash(x)=16584569)
|
| 59 |
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470 train 4.978126 (lr=3.9524e-04) (hash(x)=13447111)
|
| 60 |
+
480 train 5.169206 (lr=4.0364e-04) (hash(x)=22645130)
|
| 61 |
+
490 train 5.041542 (lr=4.1203e-04) (hash(x)=19362777)
|
| 62 |
+
500 val loss 5.0077
|
| 63 |
+
500 val perplexity 149.5551
|
| 64 |
+
500 train 4.943790 (lr=4.2042e-04) (hash(x)=20921874)
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| 65 |
+
510 train 4.837734 (lr=4.2881e-04) (hash(x)=22123048)
|
| 66 |
+
520 train 4.861088 (lr=4.3720e-04) (hash(x)=21215368)
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| 67 |
+
530 train 5.019162 (lr=4.4559e-04) (hash(x)=20717936)
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| 68 |
+
540 train 4.858258 (lr=4.5399e-04) (hash(x)=20118007)
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| 69 |
+
550 train 4.750133 (lr=4.6238e-04) (hash(x)=21402522)
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| 70 |
+
560 train 4.671681 (lr=4.7077e-04) (hash(x)=19057180)
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| 71 |
+
570 train 4.851924 (lr=4.7916e-04) (hash(x)=19360553)
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| 72 |
+
580 train 4.781807 (lr=4.8755e-04) (hash(x)=18194693)
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| 73 |
+
590 train 4.677301 (lr=4.9594e-04) (hash(x)=19863826)
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| 74 |
+
600 val loss 4.6329
|
| 75 |
+
600 val perplexity 102.8118
|
| 76 |
+
600 train 4.585471 (lr=5.0434e-04) (hash(x)=21794551)
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| 77 |
+
610 train 4.578421 (lr=5.1273e-04) (hash(x)=18685622)
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| 78 |
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620 train 4.461172 (lr=5.2112e-04) (hash(x)=23473104)
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| 79 |
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630 train 4.555367 (lr=5.2951e-04) (hash(x)=18671672)
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| 80 |
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640 train 4.559628 (lr=5.3790e-04) (hash(x)=19234240)
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| 81 |
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650 train 4.476555 (lr=5.4629e-04) (hash(x)=23183903)
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| 82 |
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660 train 4.321607 (lr=5.5469e-04) (hash(x)=23665543)
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| 83 |
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670 train 4.484042 (lr=5.6308e-04) (hash(x)=22055313)
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| 84 |
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680 train 4.452967 (lr=5.7147e-04) (hash(x)=22321668)
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| 85 |
+
690 train 4.545545 (lr=5.7986e-04) (hash(x)=21568926)
|
| 86 |
+
700 val loss 4.4017
|
| 87 |
+
700 val perplexity 81.5878
|
| 88 |
+
700 train 4.404649 (lr=5.8825e-04) (hash(x)=19783143)
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| 89 |
+
710 train 4.330183 (lr=5.9664e-04) (hash(x)=21565258)
|
| 90 |
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720 train 4.418242 (lr=5.9999e-04) (hash(x)=16127212)
|
| 91 |
+
730 train 4.336320 (lr=5.9991e-04) (hash(x)=19658174)
|
| 92 |
+
740 train 4.312549 (lr=5.9974e-04) (hash(x)=16454319)
|
| 93 |
+
750 train 4.244321 (lr=5.9949e-04) (hash(x)=17993154)
|
| 94 |
+
760 train 4.170447 (lr=5.9915e-04) (hash(x)=19256989)
|
| 95 |
+
770 train 4.140961 (lr=5.9874e-04) (hash(x)=17351653)
|
| 96 |
+
780 train 4.162821 (lr=5.9824e-04) (hash(x)=21626120)
|
| 97 |
+
790 train 4.300798 (lr=5.9765e-04) (hash(x)=16367412)
|
| 98 |
+
800 val loss 4.2126
|
| 99 |
+
800 val perplexity 67.5346
|
| 100 |
+
800 train 4.165354 (lr=5.9698e-04) (hash(x)=22321504)
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| 101 |
+
810 train 4.051053 (lr=5.9623e-04) (hash(x)=19869755)
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| 102 |
+
820 train 4.218919 (lr=5.9540e-04) (hash(x)=24183665)
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| 103 |
+
830 train 4.191387 (lr=5.9449e-04) (hash(x)=19194113)
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| 104 |
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840 train 4.038720 (lr=5.9349e-04) (hash(x)=17710503)
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| 105 |
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850 train 4.055954 (lr=5.9241e-04) (hash(x)=17231851)
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| 106 |
+
860 train 4.191983 (lr=5.9126e-04) (hash(x)=20584272)
|
| 107 |
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870 train 4.081844 (lr=5.9002e-04) (hash(x)=17468790)
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| 108 |
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880 train 4.022425 (lr=5.8869e-04) (hash(x)=22304409)
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| 109 |
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890 train 4.110187 (lr=5.8729e-04) (hash(x)=18871567)
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| 110 |
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900 val loss 4.0849
|
| 111 |
+
900 val perplexity 59.4347
|
| 112 |
+
900 train 4.060470 (lr=5.8581e-04) (hash(x)=20924720)
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| 113 |
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910 train 3.968852 (lr=5.8425e-04) (hash(x)=21163464)
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| 114 |
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920 train 3.905523 (lr=5.8262e-04) (hash(x)=20120862)
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| 115 |
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930 train 4.075518 (lr=5.8090e-04) (hash(x)=19565198)
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| 116 |
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940 train 3.999166 (lr=5.7911e-04) (hash(x)=18517540)
|
| 117 |
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950 train 3.965435 (lr=5.7723e-04) (hash(x)=18300759)
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| 118 |
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960 train 3.995192 (lr=5.7529e-04) (hash(x)=21443001)
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| 119 |
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970 train 3.939906 (lr=5.7326e-04) (hash(x)=15210971)
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| 120 |
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980 train 4.115149 (lr=5.7116e-04) (hash(x)=20874579)
|
| 121 |
+
990 train 4.031127 (lr=5.6899e-04) (hash(x)=20690802)
|
| 122 |
+
1000 val loss 3.9732
|
| 123 |
+
1000 val perplexity 53.1533
|
| 124 |
+
1000 train 3.894017 (lr=5.6674e-04) (hash(x)=18635877)
|
| 125 |
+
1010 train 4.003831 (lr=5.6442e-04) (hash(x)=21141462)
|
| 126 |
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1020 train 4.024293 (lr=5.6202e-04) (hash(x)=19483400)
|
| 127 |
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1030 train 3.927857 (lr=5.5956e-04) (hash(x)=24792825)
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| 128 |
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1040 train 3.902182 (lr=5.5702e-04) (hash(x)=16743928)
|
| 129 |
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1050 train 3.946391 (lr=5.5441e-04) (hash(x)=22540052)
|
| 130 |
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1060 train 3.970180 (lr=5.5174e-04) (hash(x)=20546637)
|
| 131 |
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1070 train 3.862578 (lr=5.4899e-04) (hash(x)=13739753)
|
| 132 |
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1080 train 3.913860 (lr=5.4618e-04) (hash(x)=20071304)
|
| 133 |
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1090 train 3.873674 (lr=5.4330e-04) (hash(x)=19339656)
|
| 134 |
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1100 val loss 3.8920
|
| 135 |
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1100 val perplexity 49.0107
|
| 136 |
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1100 train 3.858489 (lr=5.4035e-04) (hash(x)=20039628)
|
| 137 |
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1110 train 3.917438 (lr=5.3734e-04) (hash(x)=19249691)
|
| 138 |
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1120 train 3.938951 (lr=5.3426e-04) (hash(x)=19048809)
|
| 139 |
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1130 train 3.863695 (lr=5.3113e-04) (hash(x)=19309000)
|
| 140 |
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1140 train 3.822195 (lr=5.2792e-04) (hash(x)=21787927)
|
| 141 |
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1150 train 3.734058 (lr=5.2466e-04) (hash(x)=19998536)
|
| 142 |
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1160 train 3.882380 (lr=5.2134e-04) (hash(x)=23724694)
|
| 143 |
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1170 train 3.911989 (lr=5.1796e-04) (hash(x)=17148204)
|
| 144 |
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1180 train 3.818443 (lr=5.1452e-04) (hash(x)=19511852)
|
| 145 |
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1190 train 3.791586 (lr=5.1102e-04) (hash(x)=19352862)
|
| 146 |
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1200 val loss 3.8240
|
| 147 |
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1200 val perplexity 45.7866
|
| 148 |
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1200 train 3.737743 (lr=5.0746e-04) (hash(x)=19530144)
|
| 149 |
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1210 train 3.912196 (lr=5.0386e-04) (hash(x)=19897392)
|
| 150 |
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1220 train 3.818771 (lr=5.0019e-04) (hash(x)=24402963)
|
| 151 |
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1230 train 3.735388 (lr=4.9648e-04) (hash(x)=18589754)
|
| 152 |
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1240 train 3.742621 (lr=4.9271e-04) (hash(x)=21951750)
|
| 153 |
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1250 train 3.816519 (lr=4.8889e-04) (hash(x)=18611379)
|
| 154 |
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1260 train 3.832747 (lr=4.8503e-04) (hash(x)=20338521)
|
| 155 |
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1270 train 3.754608 (lr=4.8111e-04) (hash(x)=18308405)
|
| 156 |
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1280 train 3.757423 (lr=4.7715e-04) (hash(x)=20920945)
|
| 157 |
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1290 train 3.719588 (lr=4.7315e-04) (hash(x)=20094152)
|
| 158 |
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1300 val loss 3.7609
|
| 159 |
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1300 val perplexity 42.9868
|
| 160 |
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1300 train 3.835805 (lr=4.6909e-04) (hash(x)=19003947)
|
| 161 |
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1310 train 3.796214 (lr=4.6500e-04) (hash(x)=19356356)
|
| 162 |
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1320 train 3.745485 (lr=4.6086e-04) (hash(x)=19390343)
|
| 163 |
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1330 train 3.685663 (lr=4.5669e-04) (hash(x)=17535982)
|
| 164 |
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1340 train 3.707920 (lr=4.5247e-04) (hash(x)=21959104)
|
| 165 |
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1350 train 3.809441 (lr=4.4822e-04) (hash(x)=21982099)
|
| 166 |
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1360 train 3.764965 (lr=4.4393e-04) (hash(x)=17176243)
|
| 167 |
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1370 train 3.709131 (lr=4.3960e-04) (hash(x)=21223627)
|
| 168 |
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1380 train 3.727587 (lr=4.3524e-04) (hash(x)=22462931)
|
| 169 |
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1390 train 3.752164 (lr=4.3085e-04) (hash(x)=19153464)
|
| 170 |
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1400 val loss 3.7104
|
| 171 |
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1400 val perplexity 40.8690
|
| 172 |
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1400 train 3.641955 (lr=4.2643e-04) (hash(x)=20146496)
|
| 173 |
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1410 train 3.699762 (lr=4.2197e-04) (hash(x)=21781327)
|
| 174 |
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1420 train 3.770651 (lr=4.1749e-04) (hash(x)=19234051)
|
| 175 |
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1430 train 3.817792 (lr=4.1298e-04) (hash(x)=20769898)
|
| 176 |
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1440 train 3.670071 (lr=4.0845e-04) (hash(x)=22042430)
|
| 177 |
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1450 train 3.691169 (lr=4.0389e-04) (hash(x)=20527387)
|
| 178 |
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1460 train 3.677291 (lr=3.9931e-04) (hash(x)=18925766)
|
| 179 |
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1470 train 3.673635 (lr=3.9470e-04) (hash(x)=18198851)
|
| 180 |
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1480 train 3.748024 (lr=3.9008e-04) (hash(x)=21847281)
|
| 181 |
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1490 train 3.716259 (lr=3.8544e-04) (hash(x)=15645274)
|
| 182 |
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1500 val loss 3.6622
|
| 183 |
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1500 val perplexity 38.9466
|
| 184 |
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1500 train 3.583534 (lr=3.8078e-04) (hash(x)=14693370)
|
| 185 |
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1510 train 3.596366 (lr=3.7610e-04) (hash(x)=21810857)
|
| 186 |
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1520 train 3.692387 (lr=3.7142e-04) (hash(x)=18980052)
|
| 187 |
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1530 train 3.720563 (lr=3.6671e-04) (hash(x)=22868842)
|
| 188 |
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1540 train 3.633126 (lr=3.6200e-04) (hash(x)=17289166)
|
| 189 |
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1550 train 3.716073 (lr=3.5728e-04) (hash(x)=18109373)
|
| 190 |
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1560 train 3.750870 (lr=3.5255e-04) (hash(x)=22377619)
|
| 191 |
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1570 train 3.574374 (lr=3.4781e-04) (hash(x)=20307182)
|
| 192 |
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1580 train 3.724839 (lr=3.4306e-04) (hash(x)=20391291)
|
| 193 |
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1590 train 3.589329 (lr=3.3831e-04) (hash(x)=18690939)
|
| 194 |
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1600 val loss 3.6260
|
| 195 |
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1600 val perplexity 37.5637
|
| 196 |
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1600 train 3.602168 (lr=3.3356e-04) (hash(x)=16719886)
|
| 197 |
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1610 train 3.596222 (lr=3.2881e-04) (hash(x)=16040840)
|
| 198 |
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1620 train 3.670853 (lr=3.2406e-04) (hash(x)=25795140)
|
| 199 |
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1630 train 3.673065 (lr=3.1931e-04) (hash(x)=21936964)
|
| 200 |
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1640 train 3.570467 (lr=3.1456e-04) (hash(x)=11593027)
|
| 201 |
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1650 train 3.628470 (lr=3.0982e-04) (hash(x)=23256718)
|
| 202 |
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1660 train 3.589739 (lr=3.0509e-04) (hash(x)=20289140)
|
| 203 |
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1670 train 3.595504 (lr=3.0036e-04) (hash(x)=18382509)
|
| 204 |
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1680 train 3.661044 (lr=2.9564e-04) (hash(x)=26604329)
|
| 205 |
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1690 train 3.628746 (lr=2.9093e-04) (hash(x)=22122534)
|
| 206 |
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1700 val loss 3.5943
|
| 207 |
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1700 val perplexity 36.3917
|
| 208 |
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1700 train 3.642315 (lr=2.8624e-04) (hash(x)=22884812)
|
| 209 |
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1710 train 3.588021 (lr=2.8156e-04) (hash(x)=18598496)
|
| 210 |
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1720 train 3.610672 (lr=2.7689e-04) (hash(x)=22147447)
|
| 211 |
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1730 train 3.614013 (lr=2.7224e-04) (hash(x)=18912135)
|
| 212 |
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1740 train 3.451508 (lr=2.6761e-04) (hash(x)=21952974)
|
| 213 |
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1750 train 3.563020 (lr=2.6299e-04) (hash(x)=18390978)
|
| 214 |
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1760 train 3.575140 (lr=2.5840e-04) (hash(x)=17979288)
|
| 215 |
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1770 train 3.581527 (lr=2.5383e-04) (hash(x)=18979099)
|
| 216 |
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1780 train 3.541154 (lr=2.4928e-04) (hash(x)=20511922)
|
| 217 |
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1790 train 3.599244 (lr=2.4476e-04) (hash(x)=21814060)
|
| 218 |
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1800 val loss 3.5667
|
| 219 |
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1800 val perplexity 35.3981
|
| 220 |
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1800 train 3.586027 (lr=2.4026e-04) (hash(x)=18076243)
|
| 221 |
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1810 train 3.575942 (lr=2.3580e-04) (hash(x)=19721209)
|
| 222 |
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1820 train 3.522937 (lr=2.3136e-04) (hash(x)=18140847)
|
| 223 |
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1830 train 3.585089 (lr=2.2695e-04) (hash(x)=22065413)
|
| 224 |
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1840 train 3.483308 (lr=2.2257e-04) (hash(x)=21166111)
|
| 225 |
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1850 train 3.485255 (lr=2.1823e-04) (hash(x)=21904302)
|
| 226 |
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1860 train 3.554620 (lr=2.1392e-04) (hash(x)=18283828)
|
| 227 |
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1870 train 3.506842 (lr=2.0965e-04) (hash(x)=20892773)
|
| 228 |
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1880 train 3.535563 (lr=2.0542e-04) (hash(x)=17781264)
|
| 229 |
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1890 train 3.503753 (lr=2.0122e-04) (hash(x)=20612962)
|
| 230 |
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1900 val loss 3.5417
|
| 231 |
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1900 val perplexity 34.5247
|
| 232 |
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1900 train 3.597557 (lr=1.9706e-04) (hash(x)=20421058)
|
| 233 |
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1910 train 3.568954 (lr=1.9295e-04) (hash(x)=18554808)
|
| 234 |
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1920 train 3.526215 (lr=1.8887e-04) (hash(x)=18189279)
|
| 235 |
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1930 train 3.543596 (lr=1.8485e-04) (hash(x)=19923279)
|
| 236 |
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1940 train 3.509617 (lr=1.8086e-04) (hash(x)=21665511)
|
| 237 |
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1950 train 3.530538 (lr=1.7692e-04) (hash(x)=22038489)
|
| 238 |
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1960 train 3.503208 (lr=1.7303e-04) (hash(x)=18896956)
|
| 239 |
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1970 train 3.531210 (lr=1.6919e-04) (hash(x)=20408383)
|
| 240 |
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1980 train 3.511794 (lr=1.6540e-04) (hash(x)=23039940)
|
| 241 |
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1990 train 3.644492 (lr=1.6166e-04) (hash(x)=20631172)
|
| 242 |
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2000 val loss 3.5254
|
| 243 |
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2000 val perplexity 33.9659
|
| 244 |
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2000 train 3.461013 (lr=1.5797e-04) (hash(x)=20206106)
|
| 245 |
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2010 train 3.556440 (lr=1.5433e-04) (hash(x)=21864020)
|
| 246 |
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2020 train 3.537346 (lr=1.5075e-04) (hash(x)=21391128)
|
| 247 |
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2030 train 3.503325 (lr=1.4723e-04) (hash(x)=18676636)
|
| 248 |
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2040 train 3.550397 (lr=1.4376e-04) (hash(x)=15987134)
|
| 249 |
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2050 train 3.544177 (lr=1.4035e-04) (hash(x)=23940769)
|
| 250 |
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2060 train 3.522619 (lr=1.3699e-04) (hash(x)=17152840)
|
| 251 |
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2070 train 3.490402 (lr=1.3370e-04) (hash(x)=22958445)
|
| 252 |
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2080 train 3.543362 (lr=1.3047e-04) (hash(x)=23616724)
|
| 253 |
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2090 train 3.512293 (lr=1.2730e-04) (hash(x)=16571283)
|
| 254 |
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2100 val loss 3.5006
|
| 255 |
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2100 val perplexity 33.1352
|
| 256 |
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2100 train 3.510895 (lr=1.2419e-04) (hash(x)=19070327)
|
| 257 |
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2110 train 3.554395 (lr=1.2115e-04) (hash(x)=20758626)
|
| 258 |
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2120 train 3.498906 (lr=1.1817e-04) (hash(x)=18397810)
|
| 259 |
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2130 train 3.488154 (lr=1.1525e-04) (hash(x)=18045234)
|
| 260 |
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2140 train 3.591183 (lr=1.1241e-04) (hash(x)=18969565)
|
| 261 |
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2150 train 3.527388 (lr=1.0963e-04) (hash(x)=17149701)
|
| 262 |
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2160 train 3.446743 (lr=1.0692e-04) (hash(x)=23075443)
|
| 263 |
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2170 train 3.482064 (lr=1.0427e-04) (hash(x)=17977337)
|
| 264 |
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2180 train 3.541664 (lr=1.0170e-04) (hash(x)=20657407)
|
| 265 |
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2190 train 3.530729 (lr=9.9199e-05) (hash(x)=19985933)
|
| 266 |
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2200 val loss 3.4853
|
| 267 |
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2200 val perplexity 32.6307
|
| 268 |
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2200 train 3.483011 (lr=9.6769e-05) (hash(x)=19025387)
|
| 269 |
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2210 train 3.498638 (lr=9.4412e-05) (hash(x)=23318724)
|
| 270 |
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2220 train 3.571498 (lr=9.2127e-05) (hash(x)=19308039)
|
| 271 |
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2230 train 3.414404 (lr=8.9916e-05) (hash(x)=20733682)
|
| 272 |
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2240 train 3.511224 (lr=8.7779e-05) (hash(x)=18519560)
|
| 273 |
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2250 train 3.516548 (lr=8.5717e-05) (hash(x)=20299444)
|
| 274 |
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2260 train 3.474868 (lr=8.3731e-05) (hash(x)=18819615)
|
| 275 |
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2270 train 3.507273 (lr=8.1821e-05) (hash(x)=18743705)
|
| 276 |
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2280 train 3.496422 (lr=7.9988e-05) (hash(x)=17190793)
|
| 277 |
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2290 train 3.527422 (lr=7.8232e-05) (hash(x)=23126906)
|
| 278 |
+
2300 val loss 3.4727
|
| 279 |
+
2300 val perplexity 32.2222
|
| 280 |
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2300 train 3.461187 (lr=7.6555e-05) (hash(x)=24812267)
|
| 281 |
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2310 train 3.446771 (lr=7.4956e-05) (hash(x)=20147105)
|
| 282 |
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2320 train 3.561950 (lr=7.3436e-05) (hash(x)=24619936)
|
| 283 |
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2330 train 3.426948 (lr=7.1995e-05) (hash(x)=17730658)
|
| 284 |
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2340 train 3.403539 (lr=7.0635e-05) (hash(x)=19345731)
|
| 285 |
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2350 train 3.441451 (lr=6.9354e-05) (hash(x)=26415058)
|
| 286 |
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2360 train 3.478770 (lr=6.8155e-05) (hash(x)=18622999)
|
| 287 |
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2370 train 3.407625 (lr=6.7036e-05) (hash(x)=18848567)
|
| 288 |
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2380 train 3.490878 (lr=6.5999e-05) (hash(x)=21903360)
|
| 289 |
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2390 train 3.504000 (lr=6.5044e-05) (hash(x)=23479216)
|
| 290 |
+
2400 val loss 3.4640
|
| 291 |
+
2400 val perplexity 31.9446
|
| 292 |
+
2400 train 3.501966 (lr=6.4171e-05) (hash(x)=19762013)
|
| 293 |
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2410 train 3.406570 (lr=6.3380e-05) (hash(x)=20622912)
|
| 294 |
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2420 train 3.524851 (lr=6.2672e-05) (hash(x)=17669226)
|
| 295 |
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2430 train 3.452855 (lr=6.2046e-05) (hash(x)=19536719)
|
| 296 |
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2440 train 3.393947 (lr=6.1504e-05) (hash(x)=19913725)
|
| 297 |
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2450 train 3.437440 (lr=6.1045e-05) (hash(x)=20782072)
|
| 298 |
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2460 train 3.405302 (lr=6.0669e-05) (hash(x)=19795002)
|
| 299 |
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2470 train 3.453721 (lr=6.0376e-05) (hash(x)=17003051)
|
| 300 |
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2480 train 3.418798 (lr=6.0167e-05) (hash(x)=21414190)
|
| 301 |
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2490 train 3.468121 (lr=6.0042e-05) (hash(x)=20943620)
|
| 302 |
+
2499 val loss 3.4585
|
| 303 |
+
2499 val perplexity 31.7705
|
one_mask_per_head_2_latent_vectors/model_02499.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e6e5b83698a0de24d4f5ad15ec593cbe4fddced132e2c7b15b1afaa74c7ecfd8
|
| 3 |
+
size 555249266
|
one_mask_per_head_2_latent_vectors/optimizer_02499.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:49c48fa9cd63ffdc18e4cbe54f2d3fb3987cb7e18a6b1cdccb6ddc1469074352
|
| 3 |
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size 1009849270
|