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one_mask_per_head_4_latent_vectors/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "one_mask_per_head_4_latent_vectors", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 12, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": null, "warmup_steps": null, "group": "shrinking_big_runs", "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": 512, "batch_size": 16, "total_batch_size": 524288, "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": false, "disable_selection": false, "mup_enable_coord_check_logging": false, "max_lr": 6e-05, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": null, "n_embd": 768}
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one_mask_per_head_4_latent_vectors/dataloader_02499.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:55666202dc65099e5a26b66e4e3e7470de2cc1c0921ebdf41ac539630f8a4ecd
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size 964
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one_mask_per_head_4_latent_vectors/log2.txt
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| 1 |
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max_steps: 2500
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| 2 |
+
0 val loss 10.9841
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| 3 |
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0 val perplexity 58927.7227
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| 4 |
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0 train 10.983159 (lr=8.3916e-08) (hash(x)=41882737)
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| 5 |
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10 train 10.976627 (lr=9.2308e-07) (hash(x)=38752233)
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| 6 |
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20 train 10.953777 (lr=1.7622e-06) (hash(x)=41987968)
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| 7 |
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30 train 10.917013 (lr=2.6014e-06) (hash(x)=39173693)
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| 8 |
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40 train 10.866720 (lr=3.4406e-06) (hash(x)=44364470)
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| 9 |
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50 train 10.795599 (lr=4.2797e-06) (hash(x)=37915340)
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| 10 |
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60 train 10.706337 (lr=5.1189e-06) (hash(x)=40075499)
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| 11 |
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70 train 10.607864 (lr=5.9580e-06) (hash(x)=39209274)
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| 12 |
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80 train 10.475047 (lr=6.7972e-06) (hash(x)=35191202)
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| 13 |
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90 train 10.334329 (lr=7.6364e-06) (hash(x)=40296838)
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| 14 |
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100 val loss 10.1578
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| 15 |
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100 val perplexity 25792.2969
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| 16 |
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100 train 10.173817 (lr=8.4755e-06) (hash(x)=38049409)
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| 17 |
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110 train 10.016650 (lr=9.3147e-06) (hash(x)=49174314)
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| 18 |
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120 train 9.920448 (lr=1.0154e-05) (hash(x)=39993942)
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| 19 |
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130 train 9.839408 (lr=1.0993e-05) (hash(x)=34436824)
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| 20 |
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140 train 9.754370 (lr=1.1832e-05) (hash(x)=35630599)
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| 21 |
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150 train 9.717109 (lr=1.2671e-05) (hash(x)=38098135)
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| 22 |
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160 train 9.690331 (lr=1.3510e-05) (hash(x)=46948704)
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| 23 |
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170 train 9.683658 (lr=1.4350e-05) (hash(x)=41276821)
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| 24 |
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180 train 9.674854 (lr=1.5189e-05) (hash(x)=37776315)
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| 25 |
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190 train 9.691936 (lr=1.6028e-05) (hash(x)=39307311)
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| 26 |
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200 val loss 9.6470
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| 27 |
+
200 val perplexity 15475.3564
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| 28 |
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200 train 9.658278 (lr=1.6867e-05) (hash(x)=38965293)
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| 29 |
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210 train 9.655929 (lr=1.7706e-05) (hash(x)=43574397)
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| 30 |
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220 train 9.639135 (lr=1.8545e-05) (hash(x)=47662442)
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| 31 |
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230 train 9.637926 (lr=1.9385e-05) (hash(x)=41008662)
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| 32 |
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240 train 9.640918 (lr=2.0224e-05) (hash(x)=37003526)
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| 33 |
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250 train 9.632831 (lr=2.1063e-05) (hash(x)=35863708)
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| 34 |
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260 train 9.607230 (lr=2.1902e-05) (hash(x)=41433145)
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| 35 |
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270 train 9.602919 (lr=2.2741e-05) (hash(x)=39955434)
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| 36 |
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280 train 9.602467 (lr=2.3580e-05) (hash(x)=42053458)
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| 37 |
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290 train 9.623379 (lr=2.4420e-05) (hash(x)=38754802)
|
| 38 |
+
300 val loss 9.5845
|
| 39 |
+
300 val perplexity 14536.9893
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| 40 |
+
300 train 9.580344 (lr=2.5259e-05) (hash(x)=37473643)
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| 41 |
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310 train 9.555893 (lr=2.6098e-05) (hash(x)=41946823)
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| 42 |
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320 train 9.586332 (lr=2.6937e-05) (hash(x)=37217925)
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| 43 |
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330 train 9.570653 (lr=2.7776e-05) (hash(x)=48653656)
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| 44 |
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340 train 9.535019 (lr=2.8615e-05) (hash(x)=36993091)
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| 45 |
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350 train 9.515607 (lr=2.9455e-05) (hash(x)=38742081)
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| 46 |
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360 train 9.491188 (lr=3.0294e-05) (hash(x)=43576901)
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| 47 |
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370 train 9.488279 (lr=3.1133e-05) (hash(x)=36570538)
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| 48 |
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380 train 9.439842 (lr=3.1972e-05) (hash(x)=43348240)
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| 49 |
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390 train 9.387309 (lr=3.2811e-05) (hash(x)=37875659)
|
| 50 |
+
400 val loss 9.3864
|
| 51 |
+
400 val perplexity 11924.7754
|
| 52 |
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400 train 9.449704 (lr=3.3650e-05) (hash(x)=41660812)
|
| 53 |
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410 train 9.371158 (lr=3.4490e-05) (hash(x)=37968408)
|
| 54 |
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420 train 9.374220 (lr=3.5329e-05) (hash(x)=41080176)
|
| 55 |
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430 train 9.337018 (lr=3.6168e-05) (hash(x)=34708528)
|
| 56 |
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440 train 9.291052 (lr=3.7007e-05) (hash(x)=41041500)
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| 57 |
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450 train 9.333014 (lr=3.7846e-05) (hash(x)=37590081)
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| 58 |
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460 train 9.261171 (lr=3.8685e-05) (hash(x)=42370259)
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| 59 |
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470 train 9.262412 (lr=3.9524e-05) (hash(x)=38174196)
|
| 60 |
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480 train 9.258465 (lr=4.0364e-05) (hash(x)=39264243)
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| 61 |
+
490 train 9.252340 (lr=4.1203e-05) (hash(x)=39565440)
|
| 62 |
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500 val loss 9.2203
|
| 63 |
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500 val perplexity 10099.6768
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| 64 |
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500 train 9.213354 (lr=4.2042e-05) (hash(x)=35815196)
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| 65 |
+
510 train 9.191642 (lr=4.2881e-05) (hash(x)=39616059)
|
| 66 |
+
520 train 9.209084 (lr=4.3720e-05) (hash(x)=49078223)
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| 67 |
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530 train 9.207720 (lr=4.4559e-05) (hash(x)=45929312)
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| 68 |
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540 train 9.178532 (lr=4.5399e-05) (hash(x)=39860869)
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| 69 |
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550 train 9.147655 (lr=4.6238e-05) (hash(x)=45524200)
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| 70 |
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560 train 9.100924 (lr=4.7077e-05) (hash(x)=34657559)
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| 71 |
+
570 train 9.081181 (lr=4.7916e-05) (hash(x)=34198027)
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| 72 |
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580 train 9.069355 (lr=4.8755e-05) (hash(x)=44856508)
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| 73 |
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590 train 9.087070 (lr=4.9594e-05) (hash(x)=42146659)
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| 74 |
+
600 val loss 9.0449
|
| 75 |
+
600 val perplexity 8475.4053
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| 76 |
+
600 train 9.052690 (lr=5.0434e-05) (hash(x)=36673381)
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| 77 |
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610 train 9.028795 (lr=5.1273e-05) (hash(x)=46081639)
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| 78 |
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620 train 9.018815 (lr=5.2112e-05) (hash(x)=41640874)
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| 79 |
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630 train 8.968925 (lr=5.2951e-05) (hash(x)=41224300)
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| 80 |
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640 train 8.966177 (lr=5.3790e-05) (hash(x)=39147021)
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| 81 |
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650 train 8.978804 (lr=5.4629e-05) (hash(x)=36710170)
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| 82 |
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660 train 8.936301 (lr=5.5469e-05) (hash(x)=41488466)
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| 83 |
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670 train 8.938276 (lr=5.6308e-05) (hash(x)=41010960)
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| 84 |
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680 train 8.990581 (lr=5.7147e-05) (hash(x)=39429901)
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| 85 |
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690 train 8.923993 (lr=5.7986e-05) (hash(x)=44800066)
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| 86 |
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700 val loss 8.9057
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| 87 |
+
700 val perplexity 7374.2349
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| 88 |
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700 train 8.915691 (lr=5.8825e-05) (hash(x)=46954230)
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| 89 |
+
710 train 8.893067 (lr=5.9664e-05) (hash(x)=44729399)
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| 90 |
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720 train 8.870402 (lr=5.9999e-05) (hash(x)=40288354)
|
| 91 |
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730 train 8.828152 (lr=5.9991e-05) (hash(x)=44089962)
|
| 92 |
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740 train 8.777225 (lr=5.9974e-05) (hash(x)=40026145)
|
| 93 |
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750 train 8.734163 (lr=5.9949e-05) (hash(x)=36468229)
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| 94 |
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760 train 8.735678 (lr=5.9915e-05) (hash(x)=39182712)
|
| 95 |
+
770 train 8.723209 (lr=5.9874e-05) (hash(x)=41005834)
|
| 96 |
+
780 train 8.713182 (lr=5.9824e-05) (hash(x)=38232985)
|
| 97 |
+
790 train 8.744566 (lr=5.9765e-05) (hash(x)=38064072)
|
| 98 |
+
800 val loss 8.7096
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| 99 |
+
800 val perplexity 6061.0806
|
| 100 |
+
800 train 8.710663 (lr=5.9698e-05) (hash(x)=39571816)
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| 101 |
+
810 train 8.657696 (lr=5.9623e-05) (hash(x)=41286196)
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| 102 |
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820 train 8.659924 (lr=5.9540e-05) (hash(x)=44007678)
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| 103 |
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830 train 8.713148 (lr=5.9449e-05) (hash(x)=36771154)
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| 104 |
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840 train 8.624725 (lr=5.9349e-05) (hash(x)=44197362)
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| 105 |
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850 train 8.627365 (lr=5.9241e-05) (hash(x)=37351368)
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| 106 |
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860 train 8.719424 (lr=5.9126e-05) (hash(x)=42629178)
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| 107 |
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870 train 8.721700 (lr=5.9002e-05) (hash(x)=36215816)
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| 108 |
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880 train 8.570547 (lr=5.8869e-05) (hash(x)=45418370)
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| 109 |
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890 train 8.583411 (lr=5.8729e-05) (hash(x)=38983291)
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| 110 |
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900 val loss 8.5358
|
| 111 |
+
900 val perplexity 5093.7202
|
| 112 |
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900 train 8.529021 (lr=5.8581e-05) (hash(x)=34016998)
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| 113 |
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910 train 8.491091 (lr=5.8425e-05) (hash(x)=36922232)
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| 114 |
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920 train 8.512975 (lr=5.8262e-05) (hash(x)=43334032)
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| 115 |
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930 train 8.530880 (lr=5.8090e-05) (hash(x)=39139652)
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| 116 |
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940 train 8.476629 (lr=5.7911e-05) (hash(x)=39832832)
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| 117 |
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950 train 8.461159 (lr=5.7723e-05) (hash(x)=38795848)
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| 118 |
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960 train 8.463678 (lr=5.7529e-05) (hash(x)=37215711)
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| 119 |
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970 train 8.508911 (lr=5.7326e-05) (hash(x)=37313575)
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| 120 |
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980 train 9.121012 (lr=5.7116e-05) (hash(x)=46141234)
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| 121 |
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990 train 8.536098 (lr=5.6899e-05) (hash(x)=41240889)
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| 122 |
+
1000 val loss 8.4473
|
| 123 |
+
1000 val perplexity 4662.6045
|
| 124 |
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1000 train 8.419992 (lr=5.6674e-05) (hash(x)=40204404)
|
| 125 |
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1010 train 8.395643 (lr=5.6442e-05) (hash(x)=34594593)
|
| 126 |
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1020 train 8.433323 (lr=5.6202e-05) (hash(x)=38795311)
|
| 127 |
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1030 train 8.423841 (lr=5.5956e-05) (hash(x)=43467681)
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| 128 |
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1040 train 9.148621 (lr=5.5702e-05) (hash(x)=38728767)
|
| 129 |
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1050 train 9.802886 (lr=5.5441e-05) (hash(x)=42307606)
|
| 130 |
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1060 train 9.552670 (lr=5.5174e-05) (hash(x)=43499838)
|
| 131 |
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1070 train 8.804494 (lr=5.4899e-05) (hash(x)=42853705)
|
| 132 |
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1080 train 8.543422 (lr=5.4618e-05) (hash(x)=38874363)
|
| 133 |
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1090 train 8.410303 (lr=5.4330e-05) (hash(x)=44247152)
|
| 134 |
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1100 val loss 8.3707
|
| 135 |
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1100 val perplexity 4318.6699
|
| 136 |
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1100 train 8.350416 (lr=5.4035e-05) (hash(x)=41926226)
|
| 137 |
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1110 train 8.324833 (lr=5.3734e-05) (hash(x)=42645790)
|
| 138 |
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1120 train 8.302387 (lr=5.3426e-05) (hash(x)=43723936)
|
| 139 |
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1130 train 8.270917 (lr=5.3113e-05) (hash(x)=41543766)
|
| 140 |
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1140 train 8.235456 (lr=5.2792e-05) (hash(x)=39842285)
|
| 141 |
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1150 train 8.263171 (lr=5.2466e-05) (hash(x)=41160965)
|
| 142 |
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1160 train 8.265052 (lr=5.2134e-05) (hash(x)=42843998)
|
| 143 |
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1170 train 8.272336 (lr=5.1796e-05) (hash(x)=30950803)
|
| 144 |
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1180 train 8.270874 (lr=5.1452e-05) (hash(x)=34820484)
|
| 145 |
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1190 train 8.244272 (lr=5.1102e-05) (hash(x)=37698786)
|
| 146 |
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1200 val loss 8.2746
|
| 147 |
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1200 val perplexity 3922.8298
|
| 148 |
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1200 train 8.269227 (lr=5.0746e-05) (hash(x)=41861487)
|
| 149 |
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1210 train 8.290969 (lr=5.0386e-05) (hash(x)=39863630)
|
| 150 |
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1220 train 8.285964 (lr=5.0019e-05) (hash(x)=40242551)
|
| 151 |
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1230 train 8.234189 (lr=4.9648e-05) (hash(x)=44311591)
|
| 152 |
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1240 train 8.202966 (lr=4.9271e-05) (hash(x)=39781776)
|
| 153 |
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1250 train 8.287863 (lr=4.8889e-05) (hash(x)=42390421)
|
| 154 |
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1260 train 8.294518 (lr=4.8503e-05) (hash(x)=41152137)
|
| 155 |
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1270 train 8.233472 (lr=4.8111e-05) (hash(x)=36946170)
|
| 156 |
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1280 train 8.234783 (lr=4.7715e-05) (hash(x)=37347986)
|
| 157 |
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1290 train 8.247560 (lr=4.7315e-05) (hash(x)=32033927)
|
| 158 |
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1300 val loss 8.2684
|
| 159 |
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1300 val perplexity 3898.8071
|
| 160 |
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1300 train 8.257142 (lr=4.6909e-05) (hash(x)=44258036)
|
| 161 |
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1310 train 8.251493 (lr=4.6500e-05) (hash(x)=46067973)
|
| 162 |
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1320 train 8.231394 (lr=4.6086e-05) (hash(x)=39193154)
|
| 163 |
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1330 train 8.259173 (lr=4.5669e-05) (hash(x)=45642219)
|
| 164 |
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1340 train 8.286476 (lr=4.5247e-05) (hash(x)=40763259)
|
| 165 |
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1350 train 8.253614 (lr=4.4822e-05) (hash(x)=38172293)
|
| 166 |
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1360 train 8.230739 (lr=4.4393e-05) (hash(x)=37114843)
|
| 167 |
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1370 train 8.265316 (lr=4.3960e-05) (hash(x)=40819318)
|
| 168 |
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1380 train 8.253040 (lr=4.3524e-05) (hash(x)=42057083)
|
| 169 |
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1390 train 8.248776 (lr=4.3085e-05) (hash(x)=38347811)
|
| 170 |
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1400 val loss 8.2521
|
| 171 |
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1400 val perplexity 3835.5735
|
| 172 |
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1400 train 8.246021 (lr=4.2643e-05) (hash(x)=35847481)
|
| 173 |
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1410 train 8.260033 (lr=4.2197e-05) (hash(x)=38699246)
|
| 174 |
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1420 train 8.295799 (lr=4.1749e-05) (hash(x)=38324524)
|
| 175 |
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1430 train 8.247987 (lr=4.1298e-05) (hash(x)=40369167)
|
| 176 |
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1440 train 8.269791 (lr=4.0845e-05) (hash(x)=33500630)
|
| 177 |
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1450 train 8.239408 (lr=4.0389e-05) (hash(x)=42605844)
|
| 178 |
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1460 train 8.244835 (lr=3.9931e-05) (hash(x)=35638705)
|
| 179 |
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1470 train 8.228526 (lr=3.9470e-05) (hash(x)=44425926)
|
| 180 |
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1480 train 8.260433 (lr=3.9008e-05) (hash(x)=45980198)
|
| 181 |
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1490 train 8.248598 (lr=3.8544e-05) (hash(x)=36381167)
|
| 182 |
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1500 val loss 8.2578
|
| 183 |
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1500 val perplexity 3857.5139
|
| 184 |
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1500 train 8.270606 (lr=3.8078e-05) (hash(x)=39218969)
|
| 185 |
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1510 train 8.219898 (lr=3.7610e-05) (hash(x)=34963329)
|
| 186 |
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1520 train 8.274857 (lr=3.7142e-05) (hash(x)=38493490)
|
| 187 |
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1530 train 8.269361 (lr=3.6671e-05) (hash(x)=37779234)
|
| 188 |
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1540 train 8.272569 (lr=3.6200e-05) (hash(x)=39600724)
|
| 189 |
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1550 train 8.308247 (lr=3.5728e-05) (hash(x)=41652676)
|
| 190 |
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1560 train 8.388374 (lr=3.5255e-05) (hash(x)=36794158)
|
| 191 |
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1570 train 8.228391 (lr=3.4781e-05) (hash(x)=28528384)
|
| 192 |
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1580 train 8.288967 (lr=3.4306e-05) (hash(x)=40202410)
|
| 193 |
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1590 train 8.262313 (lr=3.3831e-05) (hash(x)=41923463)
|
| 194 |
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1600 val loss 8.2870
|
| 195 |
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1600 val perplexity 3971.8389
|
| 196 |
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1600 train 8.246229 (lr=3.3356e-05) (hash(x)=39934496)
|
| 197 |
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1610 train 8.259838 (lr=3.2881e-05) (hash(x)=40576932)
|
| 198 |
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1620 train 8.367721 (lr=3.2406e-05) (hash(x)=41986373)
|
| 199 |
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1630 train 8.331136 (lr=3.1931e-05) (hash(x)=38502265)
|
| 200 |
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1640 train 8.299128 (lr=3.1456e-05) (hash(x)=38956594)
|
| 201 |
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1650 train 8.344444 (lr=3.0982e-05) (hash(x)=37470941)
|
| 202 |
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1660 train 8.425151 (lr=3.0509e-05) (hash(x)=35716340)
|
| 203 |
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1670 train 8.253879 (lr=3.0036e-05) (hash(x)=39081951)
|
| 204 |
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1680 train 8.361001 (lr=2.9564e-05) (hash(x)=44126819)
|
| 205 |
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1690 train 8.254582 (lr=2.9093e-05) (hash(x)=39815554)
|
| 206 |
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1700 val loss 8.2394
|
| 207 |
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1700 val perplexity 3787.2742
|
| 208 |
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1700 train 8.254066 (lr=2.8624e-05) (hash(x)=37646590)
|
| 209 |
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1710 train 8.199924 (lr=2.8156e-05) (hash(x)=38286621)
|
| 210 |
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1720 train 8.252518 (lr=2.7689e-05) (hash(x)=38421820)
|
| 211 |
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1730 train 8.222192 (lr=2.7224e-05) (hash(x)=41288435)
|
| 212 |
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1740 train 8.198758 (lr=2.6761e-05) (hash(x)=45642859)
|
| 213 |
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1750 train 8.162834 (lr=2.6299e-05) (hash(x)=36528352)
|
| 214 |
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1760 train 8.202525 (lr=2.5840e-05) (hash(x)=36914578)
|
| 215 |
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|
| 216 |
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|
| 217 |
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1790 train 8.222654 (lr=2.4476e-05) (hash(x)=40873205)
|
| 218 |
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1800 val loss 8.1983
|
| 219 |
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1800 val perplexity 3634.9023
|
| 220 |
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1800 train 8.172622 (lr=2.4026e-05) (hash(x)=31431733)
|
| 221 |
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1810 train 8.180494 (lr=2.3580e-05) (hash(x)=37889200)
|
| 222 |
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1820 train 8.181370 (lr=2.3136e-05) (hash(x)=41974666)
|
| 223 |
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1830 train 8.215858 (lr=2.2695e-05) (hash(x)=38425824)
|
| 224 |
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1840 train 8.192945 (lr=2.2257e-05) (hash(x)=40983908)
|
| 225 |
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1850 train 8.187275 (lr=2.1823e-05) (hash(x)=43685380)
|
| 226 |
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1860 train 8.193357 (lr=2.1392e-05) (hash(x)=31777770)
|
| 227 |
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1870 train 8.150019 (lr=2.0965e-05) (hash(x)=44109703)
|
| 228 |
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1880 train 8.175804 (lr=2.0542e-05) (hash(x)=35678244)
|
| 229 |
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1890 train 8.196533 (lr=2.0122e-05) (hash(x)=35649940)
|
| 230 |
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1900 val loss 8.1889
|
| 231 |
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1900 val perplexity 3600.8040
|
| 232 |
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1900 train 8.232388 (lr=1.9706e-05) (hash(x)=43009344)
|
| 233 |
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1910 train 8.204277 (lr=1.9295e-05) (hash(x)=41641641)
|
| 234 |
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1920 train 8.198946 (lr=1.8887e-05) (hash(x)=41378670)
|
| 235 |
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1930 train 8.158615 (lr=1.8485e-05) (hash(x)=42228302)
|
| 236 |
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1940 train 8.203094 (lr=1.8086e-05) (hash(x)=35659474)
|
| 237 |
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1950 train 8.163998 (lr=1.7692e-05) (hash(x)=43019440)
|
| 238 |
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1960 train 8.177827 (lr=1.7303e-05) (hash(x)=36388055)
|
| 239 |
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1970 train 8.200537 (lr=1.6919e-05) (hash(x)=38467899)
|
| 240 |
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1980 train 8.189949 (lr=1.6540e-05) (hash(x)=37166112)
|
| 241 |
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1990 train 8.190762 (lr=1.6166e-05) (hash(x)=39116198)
|
| 242 |
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2000 val loss 8.1951
|
| 243 |
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2000 val perplexity 3623.0732
|
| 244 |
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2000 train 8.126313 (lr=1.5797e-05) (hash(x)=34741552)
|
| 245 |
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2010 train 8.202533 (lr=1.5433e-05) (hash(x)=39795810)
|
| 246 |
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2020 train 8.169413 (lr=1.5075e-05) (hash(x)=39901562)
|
| 247 |
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2030 train 8.176146 (lr=1.4723e-05) (hash(x)=32955586)
|
| 248 |
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2040 train 8.219574 (lr=1.4376e-05) (hash(x)=40879614)
|
| 249 |
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2050 train 8.198061 (lr=1.4035e-05) (hash(x)=39268533)
|
| 250 |
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2060 train 8.175335 (lr=1.3699e-05) (hash(x)=44795608)
|
| 251 |
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2070 train 8.141266 (lr=1.3370e-05) (hash(x)=39229893)
|
| 252 |
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2080 train 8.176501 (lr=1.3047e-05) (hash(x)=37103514)
|
| 253 |
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2090 train 8.144024 (lr=1.2730e-05) (hash(x)=40987512)
|
| 254 |
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2100 val loss 8.1827
|
| 255 |
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2100 val perplexity 3578.5076
|
| 256 |
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2100 train 8.200542 (lr=1.2419e-05) (hash(x)=51452794)
|
| 257 |
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2110 train 8.192780 (lr=1.2115e-05) (hash(x)=42262641)
|
| 258 |
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2120 train 8.162808 (lr=1.1817e-05) (hash(x)=41984974)
|
| 259 |
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2130 train 8.091839 (lr=1.1525e-05) (hash(x)=35439208)
|
| 260 |
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2140 train 8.153090 (lr=1.1241e-05) (hash(x)=39817069)
|
| 261 |
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2150 train 8.177710 (lr=1.0963e-05) (hash(x)=37989592)
|
| 262 |
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2160 train 8.129671 (lr=1.0692e-05) (hash(x)=49885738)
|
| 263 |
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2170 train 8.221235 (lr=1.0427e-05) (hash(x)=40654241)
|
| 264 |
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2180 train 8.171923 (lr=1.0170e-05) (hash(x)=41950889)
|
| 265 |
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2190 train 8.196054 (lr=9.9199e-06) (hash(x)=40294158)
|
| 266 |
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2200 val loss 8.1828
|
| 267 |
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2200 val perplexity 3578.8455
|
| 268 |
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2200 train 8.158991 (lr=9.6769e-06) (hash(x)=40076244)
|
| 269 |
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2210 train 8.199405 (lr=9.4412e-06) (hash(x)=36688120)
|
| 270 |
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2220 train 8.160173 (lr=9.2127e-06) (hash(x)=37605188)
|
| 271 |
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2230 train 8.159690 (lr=8.9916e-06) (hash(x)=35632798)
|
| 272 |
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2240 train 8.209606 (lr=8.7779e-06) (hash(x)=42825466)
|
| 273 |
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2250 train 8.183066 (lr=8.5717e-06) (hash(x)=35071109)
|
| 274 |
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2260 train 8.183180 (lr=8.3731e-06) (hash(x)=47897078)
|
| 275 |
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2270 train 8.195320 (lr=8.1821e-06) (hash(x)=46171759)
|
| 276 |
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2280 train 8.214214 (lr=7.9988e-06) (hash(x)=41213863)
|
| 277 |
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2290 train 8.148228 (lr=7.8232e-06) (hash(x)=40640886)
|
| 278 |
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2300 val loss 8.1859
|
| 279 |
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2300 val perplexity 3589.9175
|
| 280 |
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2300 train 8.158528 (lr=7.6555e-06) (hash(x)=44989210)
|
| 281 |
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2310 train 8.207983 (lr=7.4956e-06) (hash(x)=40352035)
|
| 282 |
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2320 train 8.199614 (lr=7.3436e-06) (hash(x)=42788091)
|
| 283 |
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2330 train 8.166622 (lr=7.1995e-06) (hash(x)=40234639)
|
| 284 |
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2340 train 8.157276 (lr=7.0635e-06) (hash(x)=35472103)
|
| 285 |
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2350 train 8.230900 (lr=6.9354e-06) (hash(x)=42043124)
|
| 286 |
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2360 train 8.152380 (lr=6.8155e-06) (hash(x)=39972275)
|
| 287 |
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2370 train 8.164783 (lr=6.7036e-06) (hash(x)=36566627)
|
| 288 |
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2380 train 8.217964 (lr=6.5999e-06) (hash(x)=55698840)
|
| 289 |
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2390 train 8.176562 (lr=6.5044e-06) (hash(x)=41155464)
|
| 290 |
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2400 val loss 8.1862
|
| 291 |
+
2400 val perplexity 3590.9138
|
| 292 |
+
2400 train 8.169226 (lr=6.4171e-06) (hash(x)=43485840)
|
| 293 |
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2410 train 8.168054 (lr=6.3380e-06) (hash(x)=39685043)
|
| 294 |
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2420 train 8.226298 (lr=6.2672e-06) (hash(x)=39496037)
|
| 295 |
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2430 train 8.165318 (lr=6.2046e-06) (hash(x)=41962948)
|
| 296 |
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2440 train 8.145103 (lr=6.1504e-06) (hash(x)=34986640)
|
| 297 |
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2450 train 8.228703 (lr=6.1045e-06) (hash(x)=39123972)
|
| 298 |
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2460 train 8.141926 (lr=6.0669e-06) (hash(x)=38112131)
|
| 299 |
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2470 train 8.153990 (lr=6.0376e-06) (hash(x)=39029104)
|
| 300 |
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2480 train 8.120266 (lr=6.0167e-06) (hash(x)=38048270)
|
| 301 |
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2490 train 8.212811 (lr=6.0042e-06) (hash(x)=37369977)
|
| 302 |
+
2499 val loss 8.1829
|
| 303 |
+
2499 val perplexity 3579.1697
|
one_mask_per_head_4_latent_vectors/model_02499.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c9990944dae65edd7a21d742975ecf03840bc2dd5acaa8363f74178b1068d460
|
| 3 |
+
size 515929202
|
one_mask_per_head_4_latent_vectors/optimizer_02499.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3b6a2473fcc2c4db8f645ff0a5d0b940846426b2f7443022e721214dade581a4
|
| 3 |
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size 1006706614
|