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Browse files- logs/fix_1_latent_mask/1_latent_mask_lr_35e-4_n_latent_masks_2_no_compile_seed_1340/args.json +1 -0
- logs/fix_1_latent_mask/1_latent_mask_lr_35e-4_n_latent_masks_2_no_compile_seed_1340/dataloader_04374.pt +3 -0
- logs/fix_1_latent_mask/1_latent_mask_lr_35e-4_n_latent_masks_2_no_compile_seed_1340/log2.txt +548 -0
- logs/fix_1_latent_mask/1_latent_mask_lr_35e-4_n_latent_masks_2_no_compile_seed_1340/model_04374.pt +3 -0
- logs/fix_1_latent_mask/1_latent_mask_lr_35e-4_n_latent_masks_2_no_compile_seed_1340/optimizer_04374.pt +3 -0
logs/fix_1_latent_mask/1_latent_mask_lr_35e-4_n_latent_masks_2_no_compile_seed_1340/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "logs/fix_1_latent_mask/1_latent_mask_lr_35e-4_n_latent_masks_2_no_compile_seed_1340", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 12, "n_embd": 264, "head_dim": 22, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": 4375, "warmup_steps": 250, "group": "fix_1_latent_mask", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1340, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "n_latent_masks", "selection_head_linear_combo_scale": 1.0, "disable_selection_head_linear_combo_bias": false, "assert_latent_matches_no_head": 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": 256, "batch_size": 32, "total_batch_size": 131072, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "n_latent_masks": 2, "init_latent_masks_to_identity": true, "latent_mask_scale": null, "latent_mask_sigmoid": false, "S_layernorm": false, "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": 0.0035, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "1_latent_mask_lr_35e-4_n_latent_masks_2_no_compile"}
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logs/fix_1_latent_mask/1_latent_mask_lr_35e-4_n_latent_masks_2_no_compile_seed_1340/dataloader_04374.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:6031fd3e2855a036f7a5531cc24555aabd1115f9dd6618b8b2ca6f55279ef0b2
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size 964
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logs/fix_1_latent_mask/1_latent_mask_lr_35e-4_n_latent_masks_2_no_compile_seed_1340/log2.txt
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| 1 |
+
max_steps: 4375
|
| 2 |
+
0 val loss 11.2068
|
| 3 |
+
0 val perplexity 73626.5078
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| 4 |
+
0 hella 0.2453
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| 5 |
+
0 train 11.205779 (lr=4.8951e-06) (hash(x)=45482580)
|
| 6 |
+
10 train 9.812593 (lr=5.3846e-05) (hash(x)=38414730)
|
| 7 |
+
20 train 9.237236 (lr=1.0280e-04) (hash(x)=39783917)
|
| 8 |
+
30 train 8.427109 (lr=1.5175e-04) (hash(x)=38395733)
|
| 9 |
+
40 train 7.774746 (lr=2.0070e-04) (hash(x)=37486707)
|
| 10 |
+
50 train 7.614880 (lr=2.4965e-04) (hash(x)=39897505)
|
| 11 |
+
60 train 7.530652 (lr=2.9860e-04) (hash(x)=40933473)
|
| 12 |
+
70 train 7.508999 (lr=3.4755e-04) (hash(x)=37690746)
|
| 13 |
+
80 train 7.367839 (lr=3.9650e-04) (hash(x)=38609656)
|
| 14 |
+
90 train 7.127762 (lr=4.4545e-04) (hash(x)=38356571)
|
| 15 |
+
100 val loss 7.0330
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| 16 |
+
100 val perplexity 1133.4333
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| 17 |
+
100 train 7.014496 (lr=4.9441e-04) (hash(x)=35980376)
|
| 18 |
+
110 train 6.914314 (lr=5.4336e-04) (hash(x)=42011042)
|
| 19 |
+
120 train 6.822062 (lr=5.9231e-04) (hash(x)=40266823)
|
| 20 |
+
130 train 6.663940 (lr=6.4126e-04) (hash(x)=38645447)
|
| 21 |
+
140 train 6.539555 (lr=6.9021e-04) (hash(x)=36059313)
|
| 22 |
+
150 train 6.489724 (lr=7.3916e-04) (hash(x)=34161947)
|
| 23 |
+
160 train 6.364343 (lr=7.8811e-04) (hash(x)=42263375)
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| 24 |
+
170 train 6.415509 (lr=8.3706e-04) (hash(x)=42957725)
|
| 25 |
+
180 train 6.413583 (lr=8.8601e-04) (hash(x)=40198018)
|
| 26 |
+
190 train 6.160376 (lr=9.3497e-04) (hash(x)=41666215)
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| 27 |
+
200 val loss 6.1414
|
| 28 |
+
200 val perplexity 464.7236
|
| 29 |
+
200 train 6.102100 (lr=9.8392e-04) (hash(x)=54060482)
|
| 30 |
+
210 train 6.010913 (lr=1.0329e-03) (hash(x)=42332778)
|
| 31 |
+
220 train 5.938154 (lr=1.0818e-03) (hash(x)=39551486)
|
| 32 |
+
230 train 5.968668 (lr=1.1308e-03) (hash(x)=38462018)
|
| 33 |
+
240 train 6.010826 (lr=1.1797e-03) (hash(x)=36591442)
|
| 34 |
+
250 hella 0.2387
|
| 35 |
+
250 train 5.957157 (lr=1.2287e-03) (hash(x)=40861237)
|
| 36 |
+
260 train 5.900552 (lr=1.2776e-03) (hash(x)=41739369)
|
| 37 |
+
270 train 5.766555 (lr=1.3266e-03) (hash(x)=39415360)
|
| 38 |
+
280 train 5.745899 (lr=1.3755e-03) (hash(x)=44665934)
|
| 39 |
+
290 train 5.696787 (lr=1.4245e-03) (hash(x)=37035579)
|
| 40 |
+
300 val loss 5.6736
|
| 41 |
+
300 val perplexity 291.0877
|
| 42 |
+
300 train 5.696092 (lr=1.4734e-03) (hash(x)=38301011)
|
| 43 |
+
310 train 5.530906 (lr=1.5224e-03) (hash(x)=42850980)
|
| 44 |
+
320 train 5.612459 (lr=1.5713e-03) (hash(x)=37476222)
|
| 45 |
+
330 train 5.519908 (lr=1.6203e-03) (hash(x)=53028205)
|
| 46 |
+
340 train 5.536469 (lr=1.6692e-03) (hash(x)=41466008)
|
| 47 |
+
350 train 5.441945 (lr=1.7182e-03) (hash(x)=37802865)
|
| 48 |
+
360 train 5.395929 (lr=1.7671e-03) (hash(x)=42769282)
|
| 49 |
+
370 train 5.420222 (lr=1.8161e-03) (hash(x)=39319256)
|
| 50 |
+
380 train 5.396572 (lr=1.8650e-03) (hash(x)=42637402)
|
| 51 |
+
390 train 5.372044 (lr=1.9140e-03) (hash(x)=31141514)
|
| 52 |
+
400 val loss 5.3507
|
| 53 |
+
400 val perplexity 210.7647
|
| 54 |
+
400 train 5.428014 (lr=1.9629e-03) (hash(x)=38151157)
|
| 55 |
+
410 train 5.364438 (lr=2.0119e-03) (hash(x)=46033439)
|
| 56 |
+
420 train 5.348393 (lr=2.0608e-03) (hash(x)=41365246)
|
| 57 |
+
430 train 5.328675 (lr=2.1098e-03) (hash(x)=42369184)
|
| 58 |
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440 train 5.337112 (lr=2.1587e-03) (hash(x)=42004840)
|
| 59 |
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450 train 5.244347 (lr=2.2077e-03) (hash(x)=37181172)
|
| 60 |
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460 train 5.330682 (lr=2.2566e-03) (hash(x)=31630797)
|
| 61 |
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470 train 5.197980 (lr=2.3056e-03) (hash(x)=42135747)
|
| 62 |
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480 train 5.116594 (lr=2.3545e-03) (hash(x)=30023651)
|
| 63 |
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490 train 5.201200 (lr=2.4035e-03) (hash(x)=40463476)
|
| 64 |
+
500 val loss 5.1559
|
| 65 |
+
500 val perplexity 173.4585
|
| 66 |
+
500 hella 0.2393
|
| 67 |
+
500 train 5.081638 (lr=2.4524e-03) (hash(x)=37089842)
|
| 68 |
+
510 train 5.087924 (lr=2.5014e-03) (hash(x)=41095974)
|
| 69 |
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520 train 5.149768 (lr=2.5503e-03) (hash(x)=41525258)
|
| 70 |
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530 train 5.104909 (lr=2.5993e-03) (hash(x)=37697291)
|
| 71 |
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540 train 5.134089 (lr=2.6483e-03) (hash(x)=43459894)
|
| 72 |
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550 train 5.005734 (lr=2.6972e-03) (hash(x)=38993956)
|
| 73 |
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560 train 5.048613 (lr=2.7462e-03) (hash(x)=40677277)
|
| 74 |
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570 train 5.090444 (lr=2.7951e-03) (hash(x)=43103127)
|
| 75 |
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580 train 5.007751 (lr=2.8441e-03) (hash(x)=41871776)
|
| 76 |
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590 train 5.019064 (lr=2.8930e-03) (hash(x)=43230967)
|
| 77 |
+
600 val loss 4.9280
|
| 78 |
+
600 val perplexity 138.1039
|
| 79 |
+
600 train 4.974318 (lr=2.9420e-03) (hash(x)=42226172)
|
| 80 |
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610 train 5.315032 (lr=2.9909e-03) (hash(x)=43007164)
|
| 81 |
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620 train 4.850182 (lr=3.0399e-03) (hash(x)=35752341)
|
| 82 |
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630 train 4.938048 (lr=3.0888e-03) (hash(x)=39453504)
|
| 83 |
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640 train 4.869149 (lr=3.1378e-03) (hash(x)=43635712)
|
| 84 |
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650 train 4.875855 (lr=3.1867e-03) (hash(x)=41852456)
|
| 85 |
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660 train 4.896130 (lr=3.2357e-03) (hash(x)=49125742)
|
| 86 |
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670 train 4.889990 (lr=3.2846e-03) (hash(x)=34886275)
|
| 87 |
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680 train 4.984262 (lr=3.3336e-03) (hash(x)=40546482)
|
| 88 |
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690 train 4.800055 (lr=3.3825e-03) (hash(x)=40850901)
|
| 89 |
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700 val loss 4.7828
|
| 90 |
+
700 val perplexity 119.4384
|
| 91 |
+
700 train 4.745400 (lr=3.4315e-03) (hash(x)=37426993)
|
| 92 |
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710 train 4.929419 (lr=3.4804e-03) (hash(x)=42679743)
|
| 93 |
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720 train 4.751391 (lr=3.5000e-03) (hash(x)=44856043)
|
| 94 |
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730 train 4.734615 (lr=3.4999e-03) (hash(x)=36457471)
|
| 95 |
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740 train 4.692545 (lr=3.4996e-03) (hash(x)=47203534)
|
| 96 |
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750 hella 0.2475
|
| 97 |
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750 train 4.721806 (lr=3.4993e-03) (hash(x)=35585657)
|
| 98 |
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760 train 4.628271 (lr=3.4988e-03) (hash(x)=37259264)
|
| 99 |
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770 train 4.545980 (lr=3.4982e-03) (hash(x)=44161997)
|
| 100 |
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780 train 4.492832 (lr=3.4975e-03) (hash(x)=41272886)
|
| 101 |
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790 train 4.493739 (lr=3.4967e-03) (hash(x)=43303662)
|
| 102 |
+
800 val loss 4.6973
|
| 103 |
+
800 val perplexity 109.6485
|
| 104 |
+
800 train 4.408896 (lr=3.4958e-03) (hash(x)=39067231)
|
| 105 |
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810 train 4.639615 (lr=3.4948e-03) (hash(x)=44046732)
|
| 106 |
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820 train 4.618834 (lr=3.4936e-03) (hash(x)=39783962)
|
| 107 |
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830 train 4.681157 (lr=3.4923e-03) (hash(x)=40973974)
|
| 108 |
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840 train 4.656079 (lr=3.4909e-03) (hash(x)=41619968)
|
| 109 |
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850 train 4.708729 (lr=3.4894e-03) (hash(x)=36939960)
|
| 110 |
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860 train 4.589850 (lr=3.4878e-03) (hash(x)=42942377)
|
| 111 |
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870 train 4.593907 (lr=3.4861e-03) (hash(x)=39659455)
|
| 112 |
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880 train 4.610484 (lr=3.4842e-03) (hash(x)=40331986)
|
| 113 |
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890 train 4.522497 (lr=3.4823e-03) (hash(x)=38084814)
|
| 114 |
+
900 val loss 4.5575
|
| 115 |
+
900 val perplexity 95.3409
|
| 116 |
+
900 train 4.550611 (lr=3.4802e-03) (hash(x)=30830367)
|
| 117 |
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910 train 4.464406 (lr=3.4780e-03) (hash(x)=39664356)
|
| 118 |
+
920 train 4.472213 (lr=3.4757e-03) (hash(x)=39007775)
|
| 119 |
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930 train 4.490801 (lr=3.4733e-03) (hash(x)=39319254)
|
| 120 |
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940 train 4.535435 (lr=3.4707e-03) (hash(x)=36347051)
|
| 121 |
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950 train 4.500622 (lr=3.4681e-03) (hash(x)=39243577)
|
| 122 |
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960 train 4.524755 (lr=3.4653e-03) (hash(x)=45603839)
|
| 123 |
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970 train 4.330237 (lr=3.4624e-03) (hash(x)=40036075)
|
| 124 |
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980 train 4.384459 (lr=3.4594e-03) (hash(x)=43068524)
|
| 125 |
+
990 train 4.365358 (lr=3.4563e-03) (hash(x)=33798472)
|
| 126 |
+
1000 val loss 4.5283
|
| 127 |
+
1000 val perplexity 92.6008
|
| 128 |
+
1000 hella 0.2504
|
| 129 |
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1000 train 4.736703 (lr=3.4531e-03) (hash(x)=37728665)
|
| 130 |
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1010 train 4.596229 (lr=3.4498e-03) (hash(x)=43678636)
|
| 131 |
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1020 train 4.621488 (lr=3.4463e-03) (hash(x)=48464376)
|
| 132 |
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1030 train 4.586704 (lr=3.4428e-03) (hash(x)=43771461)
|
| 133 |
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1040 train 4.443330 (lr=3.4391e-03) (hash(x)=44643085)
|
| 134 |
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1050 train 4.527156 (lr=3.4353e-03) (hash(x)=39201716)
|
| 135 |
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1060 train 4.435090 (lr=3.4314e-03) (hash(x)=36396343)
|
| 136 |
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1070 train 4.431265 (lr=3.4274e-03) (hash(x)=37504111)
|
| 137 |
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1080 train 4.460018 (lr=3.4233e-03) (hash(x)=37454537)
|
| 138 |
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1090 train 4.461719 (lr=3.4191e-03) (hash(x)=36888183)
|
| 139 |
+
1100 val loss 4.4496
|
| 140 |
+
1100 val perplexity 85.5910
|
| 141 |
+
1100 train 4.398065 (lr=3.4148e-03) (hash(x)=39549045)
|
| 142 |
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1110 train 4.594175 (lr=3.4103e-03) (hash(x)=56818420)
|
| 143 |
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1120 train 4.401610 (lr=3.4058e-03) (hash(x)=36573357)
|
| 144 |
+
1130 train 4.336138 (lr=3.4011e-03) (hash(x)=38540878)
|
| 145 |
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1140 train 4.329080 (lr=3.3964e-03) (hash(x)=38645859)
|
| 146 |
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1150 train 4.538975 (lr=3.3915e-03) (hash(x)=41972503)
|
| 147 |
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1160 train 4.153083 (lr=3.3865e-03) (hash(x)=38151868)
|
| 148 |
+
1170 train 4.187085 (lr=3.3814e-03) (hash(x)=42375436)
|
| 149 |
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1180 train 4.173806 (lr=3.3762e-03) (hash(x)=42868028)
|
| 150 |
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1190 train 4.421863 (lr=3.3709e-03) (hash(x)=41060868)
|
| 151 |
+
1200 val loss 4.4096
|
| 152 |
+
1200 val perplexity 82.2333
|
| 153 |
+
1200 train 4.424465 (lr=3.3655e-03) (hash(x)=40852814)
|
| 154 |
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1210 train 4.407389 (lr=3.3600e-03) (hash(x)=43365554)
|
| 155 |
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1220 train 4.349785 (lr=3.3543e-03) (hash(x)=39121134)
|
| 156 |
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1230 train 4.434183 (lr=3.3486e-03) (hash(x)=40565426)
|
| 157 |
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1240 train 4.494906 (lr=3.3428e-03) (hash(x)=43378926)
|
| 158 |
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1250 hella 0.2556
|
| 159 |
+
1250 train 4.356088 (lr=3.3368e-03) (hash(x)=35227381)
|
| 160 |
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1260 train 4.450854 (lr=3.3308e-03) (hash(x)=41267226)
|
| 161 |
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1270 train 4.357942 (lr=3.3246e-03) (hash(x)=31395565)
|
| 162 |
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1280 train 4.475410 (lr=3.3184e-03) (hash(x)=41470963)
|
| 163 |
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1290 train 4.285267 (lr=3.3120e-03) (hash(x)=40729366)
|
| 164 |
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1300 val loss 4.3517
|
| 165 |
+
1300 val perplexity 77.6083
|
| 166 |
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1300 train 4.324142 (lr=3.3056e-03) (hash(x)=39916663)
|
| 167 |
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1310 train 4.372407 (lr=3.2990e-03) (hash(x)=42179962)
|
| 168 |
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1320 train 4.239473 (lr=3.2924e-03) (hash(x)=44991932)
|
| 169 |
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1330 train 4.204738 (lr=3.2856e-03) (hash(x)=38925911)
|
| 170 |
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1340 train 4.157549 (lr=3.2787e-03) (hash(x)=38565560)
|
| 171 |
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1350 train 4.203199 (lr=3.2718e-03) (hash(x)=43384902)
|
| 172 |
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1360 train 4.153557 (lr=3.2647e-03) (hash(x)=45422261)
|
| 173 |
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1370 train 4.134592 (lr=3.2576e-03) (hash(x)=40167325)
|
| 174 |
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1380 train 4.293466 (lr=3.2503e-03) (hash(x)=51258162)
|
| 175 |
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1390 train 4.351717 (lr=3.2430e-03) (hash(x)=43229106)
|
| 176 |
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1400 val loss 4.3073
|
| 177 |
+
1400 val perplexity 74.2422
|
| 178 |
+
1400 train 4.256281 (lr=3.2355e-03) (hash(x)=42537494)
|
| 179 |
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1410 train 4.562027 (lr=3.2280e-03) (hash(x)=51236490)
|
| 180 |
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1420 train 4.409715 (lr=3.2203e-03) (hash(x)=45243347)
|
| 181 |
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1430 train 4.243119 (lr=3.2126e-03) (hash(x)=37658566)
|
| 182 |
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1440 train 4.306640 (lr=3.2047e-03) (hash(x)=38856106)
|
| 183 |
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1450 train 4.376338 (lr=3.1968e-03) (hash(x)=36649488)
|
| 184 |
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1460 train 4.374071 (lr=3.1888e-03) (hash(x)=40445407)
|
| 185 |
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1470 train 4.311240 (lr=3.1807e-03) (hash(x)=39916387)
|
| 186 |
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1480 train 4.275204 (lr=3.1725e-03) (hash(x)=40934555)
|
| 187 |
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1490 train 4.239572 (lr=3.1642e-03) (hash(x)=42276527)
|
| 188 |
+
1500 val loss 4.2939
|
| 189 |
+
1500 val perplexity 73.2508
|
| 190 |
+
1500 hella 0.2533
|
| 191 |
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1500 train 4.231426 (lr=3.1558e-03) (hash(x)=37973883)
|
| 192 |
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1510 train 4.291758 (lr=3.1473e-03) (hash(x)=38929286)
|
| 193 |
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1520 train 4.115152 (lr=3.1387e-03) (hash(x)=36855837)
|
| 194 |
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1530 train 4.358483 (lr=3.1301e-03) (hash(x)=42146431)
|
| 195 |
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1540 train 4.304111 (lr=3.1213e-03) (hash(x)=41898411)
|
| 196 |
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1550 train 4.211119 (lr=3.1125e-03) (hash(x)=44906272)
|
| 197 |
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1560 train 4.241699 (lr=3.1036e-03) (hash(x)=40414353)
|
| 198 |
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1570 train 4.269977 (lr=3.0945e-03) (hash(x)=38723190)
|
| 199 |
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1580 train 4.186987 (lr=3.0855e-03) (hash(x)=39065271)
|
| 200 |
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1590 train 4.181960 (lr=3.0763e-03) (hash(x)=40000886)
|
| 201 |
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1600 val loss 4.2684
|
| 202 |
+
1600 val perplexity 71.4057
|
| 203 |
+
1600 train 4.101627 (lr=3.0670e-03) (hash(x)=37898571)
|
| 204 |
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1610 train 4.210349 (lr=3.0576e-03) (hash(x)=40447863)
|
| 205 |
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1620 train 4.174629 (lr=3.0482e-03) (hash(x)=40119318)
|
| 206 |
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1630 train 4.107739 (lr=3.0387e-03) (hash(x)=40664074)
|
| 207 |
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1640 train 4.071666 (lr=3.0291e-03) (hash(x)=37404741)
|
| 208 |
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1650 train 4.232249 (lr=3.0194e-03) (hash(x)=39214928)
|
| 209 |
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1660 train 4.274699 (lr=3.0096e-03) (hash(x)=35005019)
|
| 210 |
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1670 train 4.313293 (lr=2.9998e-03) (hash(x)=37675832)
|
| 211 |
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1680 train 4.252539 (lr=2.9899e-03) (hash(x)=40489680)
|
| 212 |
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1690 train 4.164642 (lr=2.9799e-03) (hash(x)=45537879)
|
| 213 |
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1700 val loss 4.2327
|
| 214 |
+
1700 val perplexity 68.9011
|
| 215 |
+
1700 train 4.145432 (lr=2.9698e-03) (hash(x)=38866100)
|
| 216 |
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1710 train 4.217449 (lr=2.9597e-03) (hash(x)=44726254)
|
| 217 |
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1720 train 4.185666 (lr=2.9494e-03) (hash(x)=36917792)
|
| 218 |
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1730 train 4.172013 (lr=2.9391e-03) (hash(x)=42814805)
|
| 219 |
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1740 train 4.248007 (lr=2.9287e-03) (hash(x)=51812216)
|
| 220 |
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1750 hella 0.2528
|
| 221 |
+
1750 train 4.114487 (lr=2.9183e-03) (hash(x)=33549014)
|
| 222 |
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1760 train 4.129948 (lr=2.9078e-03) (hash(x)=40354215)
|
| 223 |
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1770 train 4.150578 (lr=2.8972e-03) (hash(x)=40718606)
|
| 224 |
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1780 train 4.084775 (lr=2.8865e-03) (hash(x)=38274164)
|
| 225 |
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1790 train 4.263676 (lr=2.8757e-03) (hash(x)=42531471)
|
| 226 |
+
1800 val loss 4.2129
|
| 227 |
+
1800 val perplexity 67.5501
|
| 228 |
+
1800 train 4.191330 (lr=2.8649e-03) (hash(x)=35616519)
|
| 229 |
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1810 train 4.245029 (lr=2.8540e-03) (hash(x)=33803118)
|
| 230 |
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1820 train 4.244155 (lr=2.8431e-03) (hash(x)=36973525)
|
| 231 |
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1830 train 4.184198 (lr=2.8321e-03) (hash(x)=38162549)
|
| 232 |
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1840 train 4.153059 (lr=2.8210e-03) (hash(x)=33937159)
|
| 233 |
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1850 train 4.265369 (lr=2.8098e-03) (hash(x)=39887546)
|
| 234 |
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1860 train 4.091496 (lr=2.7986e-03) (hash(x)=37818525)
|
| 235 |
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1870 train 4.148082 (lr=2.7873e-03) (hash(x)=37250478)
|
| 236 |
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1880 train 4.039495 (lr=2.7760e-03) (hash(x)=36412167)
|
| 237 |
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1890 train 4.149627 (lr=2.7646e-03) (hash(x)=40261189)
|
| 238 |
+
1900 val loss 4.2079
|
| 239 |
+
1900 val perplexity 67.2125
|
| 240 |
+
1900 train 4.105598 (lr=2.7531e-03) (hash(x)=38654303)
|
| 241 |
+
1910 train 4.079849 (lr=2.7416e-03) (hash(x)=37929515)
|
| 242 |
+
1920 train 4.258565 (lr=2.7300e-03) (hash(x)=45580146)
|
| 243 |
+
1930 train 4.203111 (lr=2.7183e-03) (hash(x)=32386330)
|
| 244 |
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1940 train 4.238146 (lr=2.7066e-03) (hash(x)=36331864)
|
| 245 |
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1950 train 4.216351 (lr=2.6949e-03) (hash(x)=41181727)
|
| 246 |
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1960 train 4.047747 (lr=2.6831e-03) (hash(x)=42705152)
|
| 247 |
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1970 train 4.158383 (lr=2.6712e-03) (hash(x)=40251511)
|
| 248 |
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1980 train 4.076075 (lr=2.6592e-03) (hash(x)=37525551)
|
| 249 |
+
1990 train 4.149635 (lr=2.6473e-03) (hash(x)=41849618)
|
| 250 |
+
2000 val loss 4.1764
|
| 251 |
+
2000 val perplexity 65.1337
|
| 252 |
+
2000 hella 0.2555
|
| 253 |
+
2000 train 4.153386 (lr=2.6352e-03) (hash(x)=37642582)
|
| 254 |
+
2010 train 4.155840 (lr=2.6231e-03) (hash(x)=42131121)
|
| 255 |
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2020 train 4.035791 (lr=2.6110e-03) (hash(x)=39000209)
|
| 256 |
+
2030 train 4.124985 (lr=2.5988e-03) (hash(x)=43641355)
|
| 257 |
+
2040 train 4.015590 (lr=2.5865e-03) (hash(x)=47910507)
|
| 258 |
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2050 train 4.018216 (lr=2.5742e-03) (hash(x)=36670359)
|
| 259 |
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2060 train 4.214338 (lr=2.5619e-03) (hash(x)=36477755)
|
| 260 |
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2070 train 4.306351 (lr=2.5495e-03) (hash(x)=43262487)
|
| 261 |
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2080 train 4.118608 (lr=2.5371e-03) (hash(x)=49546029)
|
| 262 |
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2090 train 4.250965 (lr=2.5246e-03) (hash(x)=39924731)
|
| 263 |
+
2100 val loss 4.1613
|
| 264 |
+
2100 val perplexity 64.1524
|
| 265 |
+
2100 train 4.111554 (lr=2.5121e-03) (hash(x)=39921304)
|
| 266 |
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2110 train 4.063148 (lr=2.4995e-03) (hash(x)=38152788)
|
| 267 |
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2120 train 4.112677 (lr=2.4869e-03) (hash(x)=37977911)
|
| 268 |
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2130 train 4.074975 (lr=2.4743e-03) (hash(x)=34748760)
|
| 269 |
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2140 train 4.125198 (lr=2.4616e-03) (hash(x)=40509369)
|
| 270 |
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2150 train 4.099833 (lr=2.4488e-03) (hash(x)=37654262)
|
| 271 |
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2160 train 4.053321 (lr=2.4361e-03) (hash(x)=38139543)
|
| 272 |
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2170 train 3.955775 (lr=2.4233e-03) (hash(x)=42501806)
|
| 273 |
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2180 train 4.115121 (lr=2.4104e-03) (hash(x)=40085092)
|
| 274 |
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2190 train 4.056927 (lr=2.3975e-03) (hash(x)=50480193)
|
| 275 |
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2200 val loss 4.1441
|
| 276 |
+
2200 val perplexity 63.0582
|
| 277 |
+
2200 train 4.146177 (lr=2.3846e-03) (hash(x)=40604084)
|
| 278 |
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2210 train 4.254169 (lr=2.3717e-03) (hash(x)=41555823)
|
| 279 |
+
2220 train 4.070233 (lr=2.3587e-03) (hash(x)=50441765)
|
| 280 |
+
2230 train 4.173196 (lr=2.3457e-03) (hash(x)=39796580)
|
| 281 |
+
2240 train 4.197507 (lr=2.3326e-03) (hash(x)=44127022)
|
| 282 |
+
2250 hella 0.2531
|
| 283 |
+
2250 train 4.097971 (lr=2.3196e-03) (hash(x)=37026826)
|
| 284 |
+
2260 train 4.136424 (lr=2.3065e-03) (hash(x)=42133839)
|
| 285 |
+
2270 train 4.093678 (lr=2.2933e-03) (hash(x)=38500664)
|
| 286 |
+
2280 train 4.080942 (lr=2.2802e-03) (hash(x)=40538661)
|
| 287 |
+
2290 train 4.090720 (lr=2.2670e-03) (hash(x)=51509210)
|
| 288 |
+
2300 val loss 4.1194
|
| 289 |
+
2300 val perplexity 61.5196
|
| 290 |
+
2300 train 4.093284 (lr=2.2538e-03) (hash(x)=41952328)
|
| 291 |
+
2310 train 4.016378 (lr=2.2405e-03) (hash(x)=39758123)
|
| 292 |
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2320 train 4.132858 (lr=2.2273e-03) (hash(x)=51089268)
|
| 293 |
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2330 train 4.192353 (lr=2.2140e-03) (hash(x)=39767618)
|
| 294 |
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2340 train 4.238276 (lr=2.2007e-03) (hash(x)=40409617)
|
| 295 |
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2350 train 4.067914 (lr=2.1874e-03) (hash(x)=40349634)
|
| 296 |
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2360 train 4.345475 (lr=2.1741e-03) (hash(x)=31841172)
|
| 297 |
+
2370 train 4.137584 (lr=2.1607e-03) (hash(x)=42720539)
|
| 298 |
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2380 train 4.003537 (lr=2.1473e-03) (hash(x)=40998632)
|
| 299 |
+
2390 train 4.108484 (lr=2.1339e-03) (hash(x)=40615413)
|
| 300 |
+
2400 val loss 4.1024
|
| 301 |
+
2400 val perplexity 60.4858
|
| 302 |
+
2400 train 4.020265 (lr=2.1205e-03) (hash(x)=39373658)
|
| 303 |
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2410 train 4.063818 (lr=2.1071e-03) (hash(x)=35480858)
|
| 304 |
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2420 train 4.057462 (lr=2.0937e-03) (hash(x)=32241095)
|
| 305 |
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2430 train 4.046044 (lr=2.0802e-03) (hash(x)=36669715)
|
| 306 |
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2440 train 4.047603 (lr=2.0668e-03) (hash(x)=45768335)
|
| 307 |
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2450 train 3.952236 (lr=2.0533e-03) (hash(x)=39395055)
|
| 308 |
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2460 train 3.980482 (lr=2.0398e-03) (hash(x)=34899269)
|
| 309 |
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2470 train 4.168346 (lr=2.0263e-03) (hash(x)=43642420)
|
| 310 |
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2480 train 4.276309 (lr=2.0128e-03) (hash(x)=47099507)
|
| 311 |
+
2490 train 4.147141 (lr=1.9993e-03) (hash(x)=38825558)
|
| 312 |
+
2500 val loss 4.0890
|
| 313 |
+
2500 val perplexity 59.6827
|
| 314 |
+
2500 hella 0.2519
|
| 315 |
+
2500 train 4.119624 (lr=1.9858e-03) (hash(x)=39833804)
|
| 316 |
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2510 train 4.215500 (lr=1.9723e-03) (hash(x)=35051654)
|
| 317 |
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2520 train 4.113863 (lr=1.9588e-03) (hash(x)=40291109)
|
| 318 |
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2530 train 4.022317 (lr=1.9453e-03) (hash(x)=36915768)
|
| 319 |
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2540 train 4.004189 (lr=1.9318e-03) (hash(x)=37016308)
|
| 320 |
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2550 train 3.967799 (lr=1.9182e-03) (hash(x)=43221777)
|
| 321 |
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2560 train 4.014973 (lr=1.9047e-03) (hash(x)=37233207)
|
| 322 |
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2570 train 3.914779 (lr=1.8912e-03) (hash(x)=37510626)
|
| 323 |
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2580 train 3.964463 (lr=1.8777e-03) (hash(x)=39624656)
|
| 324 |
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2590 train 3.823573 (lr=1.8642e-03) (hash(x)=37647501)
|
| 325 |
+
2600 val loss 4.0787
|
| 326 |
+
2600 val perplexity 59.0689
|
| 327 |
+
2600 train 3.957325 (lr=1.8507e-03) (hash(x)=37200138)
|
| 328 |
+
2610 train 3.966778 (lr=1.8372e-03) (hash(x)=43066970)
|
| 329 |
+
2620 train 4.106297 (lr=1.8237e-03) (hash(x)=40503799)
|
| 330 |
+
2630 train 4.045425 (lr=1.8102e-03) (hash(x)=45534660)
|
| 331 |
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2640 train 4.260882 (lr=1.7967e-03) (hash(x)=52358353)
|
| 332 |
+
2650 train 4.040200 (lr=1.7832e-03) (hash(x)=41843599)
|
| 333 |
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2660 train 4.021623 (lr=1.7698e-03) (hash(x)=40519770)
|
| 334 |
+
2670 train 4.100499 (lr=1.7563e-03) (hash(x)=37185602)
|
| 335 |
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2680 train 3.967336 (lr=1.7429e-03) (hash(x)=43805719)
|
| 336 |
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2690 train 3.976134 (lr=1.7295e-03) (hash(x)=39458250)
|
| 337 |
+
2700 val loss 4.0539
|
| 338 |
+
2700 val perplexity 57.6235
|
| 339 |
+
2700 train 4.076973 (lr=1.7161e-03) (hash(x)=39149255)
|
| 340 |
+
2710 train 3.922950 (lr=1.7027e-03) (hash(x)=43544861)
|
| 341 |
+
2720 train 4.025866 (lr=1.6893e-03) (hash(x)=36858197)
|
| 342 |
+
2730 train 3.944071 (lr=1.6759e-03) (hash(x)=37971712)
|
| 343 |
+
2740 train 3.971146 (lr=1.6626e-03) (hash(x)=42416578)
|
| 344 |
+
2750 hella 0.2561
|
| 345 |
+
2750 train 3.916256 (lr=1.6493e-03) (hash(x)=53554622)
|
| 346 |
+
2760 train 4.054587 (lr=1.6360e-03) (hash(x)=40502545)
|
| 347 |
+
2770 train 4.018095 (lr=1.6227e-03) (hash(x)=36086417)
|
| 348 |
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2780 train 4.049534 (lr=1.6095e-03) (hash(x)=36242982)
|
| 349 |
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2790 train 4.120588 (lr=1.5962e-03) (hash(x)=41433780)
|
| 350 |
+
2800 val loss 4.0345
|
| 351 |
+
2800 val perplexity 56.5161
|
| 352 |
+
2800 train 3.990044 (lr=1.5830e-03) (hash(x)=48553484)
|
| 353 |
+
2810 train 3.933424 (lr=1.5698e-03) (hash(x)=39928650)
|
| 354 |
+
2820 train 4.037273 (lr=1.5567e-03) (hash(x)=37891724)
|
| 355 |
+
2830 train 4.011147 (lr=1.5435e-03) (hash(x)=34353412)
|
| 356 |
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2840 train 4.033251 (lr=1.5304e-03) (hash(x)=38486611)
|
| 357 |
+
2850 train 3.954027 (lr=1.5174e-03) (hash(x)=32706934)
|
| 358 |
+
2860 train 3.903740 (lr=1.5043e-03) (hash(x)=38693681)
|
| 359 |
+
2870 train 3.968284 (lr=1.4913e-03) (hash(x)=38430800)
|
| 360 |
+
2880 train 3.943277 (lr=1.4783e-03) (hash(x)=40619559)
|
| 361 |
+
2890 train 3.921525 (lr=1.4654e-03) (hash(x)=42741066)
|
| 362 |
+
2900 val loss 4.0360
|
| 363 |
+
2900 val perplexity 56.6005
|
| 364 |
+
2900 train 4.168953 (lr=1.4525e-03) (hash(x)=38216091)
|
| 365 |
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2910 train 3.971304 (lr=1.4396e-03) (hash(x)=35447832)
|
| 366 |
+
2920 train 4.081658 (lr=1.4267e-03) (hash(x)=39825190)
|
| 367 |
+
2930 train 4.101611 (lr=1.4139e-03) (hash(x)=37789121)
|
| 368 |
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2940 train 3.978005 (lr=1.4012e-03) (hash(x)=44499116)
|
| 369 |
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2950 train 4.057795 (lr=1.3884e-03) (hash(x)=39669860)
|
| 370 |
+
2960 train 4.000934 (lr=1.3757e-03) (hash(x)=51683741)
|
| 371 |
+
2970 train 3.864923 (lr=1.3631e-03) (hash(x)=36399721)
|
| 372 |
+
2980 train 3.965534 (lr=1.3505e-03) (hash(x)=42629700)
|
| 373 |
+
2990 train 3.847225 (lr=1.3379e-03) (hash(x)=39263773)
|
| 374 |
+
3000 val loss 4.0119
|
| 375 |
+
3000 val perplexity 55.2505
|
| 376 |
+
3000 hella 0.2598
|
| 377 |
+
3000 train 3.888361 (lr=1.3254e-03) (hash(x)=37920485)
|
| 378 |
+
3010 train 3.934680 (lr=1.3129e-03) (hash(x)=40835161)
|
| 379 |
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3020 train 3.902698 (lr=1.3005e-03) (hash(x)=38381159)
|
| 380 |
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3030 train 3.894580 (lr=1.2881e-03) (hash(x)=35846270)
|
| 381 |
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3040 train 4.292038 (lr=1.2758e-03) (hash(x)=47516567)
|
| 382 |
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3050 train 4.119843 (lr=1.2635e-03) (hash(x)=35600311)
|
| 383 |
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3060 train 4.152466 (lr=1.2512e-03) (hash(x)=37775318)
|
| 384 |
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3070 train 4.010235 (lr=1.2390e-03) (hash(x)=39881333)
|
| 385 |
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3080 train 4.013050 (lr=1.2269e-03) (hash(x)=37310168)
|
| 386 |
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3090 train 3.943904 (lr=1.2148e-03) (hash(x)=43669978)
|
| 387 |
+
3100 val loss 3.9993
|
| 388 |
+
3100 val perplexity 54.5573
|
| 389 |
+
3100 train 4.403669 (lr=1.2027e-03) (hash(x)=46356797)
|
| 390 |
+
3110 train 4.043657 (lr=1.1908e-03) (hash(x)=40814232)
|
| 391 |
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3120 train 3.880990 (lr=1.1788e-03) (hash(x)=42504837)
|
| 392 |
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3130 train 4.019946 (lr=1.1669e-03) (hash(x)=39693594)
|
| 393 |
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3140 train 3.924436 (lr=1.1551e-03) (hash(x)=40277645)
|
| 394 |
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3150 train 3.933050 (lr=1.1434e-03) (hash(x)=40988003)
|
| 395 |
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3160 train 4.052250 (lr=1.1317e-03) (hash(x)=38875266)
|
| 396 |
+
3170 train 4.003973 (lr=1.1200e-03) (hash(x)=45232173)
|
| 397 |
+
3180 train 4.058941 (lr=1.1084e-03) (hash(x)=39213336)
|
| 398 |
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3190 train 4.117190 (lr=1.0969e-03) (hash(x)=42118576)
|
| 399 |
+
3200 val loss 3.9781
|
| 400 |
+
3200 val perplexity 53.4169
|
| 401 |
+
3200 train 3.976986 (lr=1.0854e-03) (hash(x)=32884223)
|
| 402 |
+
3210 train 4.020449 (lr=1.0740e-03) (hash(x)=41276800)
|
| 403 |
+
3220 train 4.065345 (lr=1.0627e-03) (hash(x)=40284461)
|
| 404 |
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3230 train 4.046233 (lr=1.0514e-03) (hash(x)=40566734)
|
| 405 |
+
3240 train 4.035906 (lr=1.0402e-03) (hash(x)=36484570)
|
| 406 |
+
3250 hella 0.2558
|
| 407 |
+
3250 train 3.995875 (lr=1.0290e-03) (hash(x)=41642338)
|
| 408 |
+
3260 train 3.962234 (lr=1.0179e-03) (hash(x)=43883570)
|
| 409 |
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3270 train 3.902210 (lr=1.0069e-03) (hash(x)=40432560)
|
| 410 |
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3280 train 3.870857 (lr=9.9596e-04) (hash(x)=38002717)
|
| 411 |
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3290 train 3.818748 (lr=9.8508e-04) (hash(x)=41926004)
|
| 412 |
+
3300 val loss 3.9703
|
| 413 |
+
3300 val perplexity 52.9979
|
| 414 |
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3300 train 3.973510 (lr=9.7426e-04) (hash(x)=46015509)
|
| 415 |
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3310 train 4.011311 (lr=9.6352e-04) (hash(x)=40112249)
|
| 416 |
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3320 train 3.984941 (lr=9.5285e-04) (hash(x)=49162296)
|
| 417 |
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3330 train 4.045941 (lr=9.4225e-04) (hash(x)=46606969)
|
| 418 |
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3340 train 4.059370 (lr=9.3172e-04) (hash(x)=31128992)
|
| 419 |
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3350 train 4.034096 (lr=9.2127e-04) (hash(x)=41232534)
|
| 420 |
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3360 train 3.878155 (lr=9.1088e-04) (hash(x)=41599699)
|
| 421 |
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3370 train 4.050038 (lr=9.0058e-04) (hash(x)=40885280)
|
| 422 |
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3380 train 3.967752 (lr=8.9035e-04) (hash(x)=37169148)
|
| 423 |
+
3390 train 3.870433 (lr=8.8019e-04) (hash(x)=46581889)
|
| 424 |
+
3400 val loss 3.9576
|
| 425 |
+
3400 val perplexity 52.3329
|
| 426 |
+
3400 train 3.924501 (lr=8.7012e-04) (hash(x)=37612074)
|
| 427 |
+
3410 train 3.996443 (lr=8.6012e-04) (hash(x)=38763316)
|
| 428 |
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3420 train 3.815307 (lr=8.5019e-04) (hash(x)=40562379)
|
| 429 |
+
3430 train 3.920310 (lr=8.4035e-04) (hash(x)=44724867)
|
| 430 |
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3440 train 4.124741 (lr=8.3059e-04) (hash(x)=39386624)
|
| 431 |
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3450 train 4.072584 (lr=8.2091e-04) (hash(x)=38652923)
|
| 432 |
+
3460 train 4.054446 (lr=8.1131e-04) (hash(x)=29587379)
|
| 433 |
+
3470 train 3.958468 (lr=8.0179e-04) (hash(x)=38228776)
|
| 434 |
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3480 train 3.936267 (lr=7.9235e-04) (hash(x)=30076039)
|
| 435 |
+
3490 train 3.998910 (lr=7.8300e-04) (hash(x)=38398908)
|
| 436 |
+
3500 val loss 3.9443
|
| 437 |
+
3500 val perplexity 51.6394
|
| 438 |
+
3500 hella 0.2570
|
| 439 |
+
3500 train 4.011887 (lr=7.7373e-04) (hash(x)=39259918)
|
| 440 |
+
3510 train 3.910538 (lr=7.6455e-04) (hash(x)=40664091)
|
| 441 |
+
3520 train 3.942012 (lr=7.5545e-04) (hash(x)=40309647)
|
| 442 |
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3530 train 3.908617 (lr=7.4644e-04) (hash(x)=38424801)
|
| 443 |
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3540 train 3.832606 (lr=7.3752e-04) (hash(x)=51322307)
|
| 444 |
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3550 train 3.899303 (lr=7.2868e-04) (hash(x)=38192628)
|
| 445 |
+
3560 train 3.949500 (lr=7.1993e-04) (hash(x)=41563952)
|
| 446 |
+
3570 train 3.898190 (lr=7.1127e-04) (hash(x)=39508843)
|
| 447 |
+
3580 train 3.969242 (lr=7.0270e-04) (hash(x)=41260225)
|
| 448 |
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3590 train 3.951468 (lr=6.9422e-04) (hash(x)=49098107)
|
| 449 |
+
3600 val loss 3.9321
|
| 450 |
+
3600 val perplexity 51.0136
|
| 451 |
+
3600 train 3.938220 (lr=6.8583e-04) (hash(x)=41194370)
|
| 452 |
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3610 train 4.055422 (lr=6.7753e-04) (hash(x)=40399152)
|
| 453 |
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3620 train 4.017025 (lr=6.6932e-04) (hash(x)=41625018)
|
| 454 |
+
3630 train 4.039500 (lr=6.6121e-04) (hash(x)=44077942)
|
| 455 |
+
3640 train 4.036861 (lr=6.5319e-04) (hash(x)=42427512)
|
| 456 |
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3650 train 4.017832 (lr=6.4526e-04) (hash(x)=40067454)
|
| 457 |
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3660 train 3.943225 (lr=6.3743e-04) (hash(x)=37969892)
|
| 458 |
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3670 train 3.916439 (lr=6.2969e-04) (hash(x)=43670246)
|
| 459 |
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3680 train 3.994433 (lr=6.2204e-04) (hash(x)=37031732)
|
| 460 |
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3690 train 3.869253 (lr=6.1450e-04) (hash(x)=39237187)
|
| 461 |
+
3700 val loss 3.9265
|
| 462 |
+
3700 val perplexity 50.7266
|
| 463 |
+
3700 train 3.911662 (lr=6.0705e-04) (hash(x)=39521416)
|
| 464 |
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3710 train 3.807154 (lr=5.9969e-04) (hash(x)=41147425)
|
| 465 |
+
3720 train 3.799486 (lr=5.9244e-04) (hash(x)=40204658)
|
| 466 |
+
3730 train 3.894923 (lr=5.8528e-04) (hash(x)=39420983)
|
| 467 |
+
3740 train 3.942589 (lr=5.7822e-04) (hash(x)=51155740)
|
| 468 |
+
3750 hella 0.2560
|
| 469 |
+
3750 train 3.926321 (lr=5.7126e-04) (hash(x)=41654187)
|
| 470 |
+
3760 train 3.884883 (lr=5.6440e-04) (hash(x)=40598339)
|
| 471 |
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3770 train 3.849714 (lr=5.5764e-04) (hash(x)=44950116)
|
| 472 |
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3780 train 3.911105 (lr=5.5098e-04) (hash(x)=40660326)
|
| 473 |
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3790 train 3.956152 (lr=5.4443e-04) (hash(x)=37805851)
|
| 474 |
+
3800 val loss 3.9090
|
| 475 |
+
3800 val perplexity 49.8471
|
| 476 |
+
3800 train 3.925261 (lr=5.3797e-04) (hash(x)=38064443)
|
| 477 |
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3810 train 3.996564 (lr=5.3162e-04) (hash(x)=39161498)
|
| 478 |
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3820 train 3.846784 (lr=5.2537e-04) (hash(x)=40626649)
|
| 479 |
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3830 train 3.915901 (lr=5.1922e-04) (hash(x)=36894771)
|
| 480 |
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3840 train 3.859013 (lr=5.1317e-04) (hash(x)=33672141)
|
| 481 |
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3850 train 3.820592 (lr=5.0723e-04) (hash(x)=41751813)
|
| 482 |
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3860 train 3.694681 (lr=5.0140e-04) (hash(x)=33784172)
|
| 483 |
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3870 train 3.619635 (lr=4.9567e-04) (hash(x)=43110493)
|
| 484 |
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3880 train 3.719017 (lr=4.9004e-04) (hash(x)=36585111)
|
| 485 |
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3890 train 3.726070 (lr=4.8452e-04) (hash(x)=40134264)
|
| 486 |
+
3900 val loss 3.9159
|
| 487 |
+
3900 val perplexity 50.1961
|
| 488 |
+
3900 train 3.718529 (lr=4.7911e-04) (hash(x)=39815215)
|
| 489 |
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3910 train 3.859548 (lr=4.7380e-04) (hash(x)=42081557)
|
| 490 |
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3920 train 3.794125 (lr=4.6860e-04) (hash(x)=48184973)
|
| 491 |
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3930 train 3.991539 (lr=4.6351e-04) (hash(x)=42416681)
|
| 492 |
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3940 train 3.913430 (lr=4.5852e-04) (hash(x)=38587062)
|
| 493 |
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3950 train 3.910361 (lr=4.5364e-04) (hash(x)=37296617)
|
| 494 |
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3960 train 3.888490 (lr=4.4888e-04) (hash(x)=37959330)
|
| 495 |
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3970 train 3.914019 (lr=4.4422e-04) (hash(x)=35175634)
|
| 496 |
+
3980 train 3.963458 (lr=4.3966e-04) (hash(x)=37219362)
|
| 497 |
+
3990 train 3.983428 (lr=4.3522e-04) (hash(x)=38906132)
|
| 498 |
+
4000 val loss 3.8941
|
| 499 |
+
4000 val perplexity 49.1117
|
| 500 |
+
4000 hella 0.2567
|
| 501 |
+
4000 train 3.908096 (lr=4.3089e-04) (hash(x)=39940517)
|
| 502 |
+
4010 train 3.915962 (lr=4.2667e-04) (hash(x)=39952437)
|
| 503 |
+
4020 train 3.832983 (lr=4.2256e-04) (hash(x)=42000930)
|
| 504 |
+
4030 train 3.849427 (lr=4.1856e-04) (hash(x)=41460672)
|
| 505 |
+
4040 train 3.592105 (lr=4.1467e-04) (hash(x)=43702329)
|
| 506 |
+
4050 train 3.689124 (lr=4.1089e-04) (hash(x)=41740121)
|
| 507 |
+
4060 train 3.684111 (lr=4.0722e-04) (hash(x)=37066349)
|
| 508 |
+
4070 train 3.526400 (lr=4.0367e-04) (hash(x)=38359869)
|
| 509 |
+
4080 train 3.773262 (lr=4.0022e-04) (hash(x)=35131370)
|
| 510 |
+
4090 train 3.832202 (lr=3.9689e-04) (hash(x)=39918811)
|
| 511 |
+
4100 val loss 3.8927
|
| 512 |
+
4100 val perplexity 49.0439
|
| 513 |
+
4100 train 3.989994 (lr=3.9368e-04) (hash(x)=47036374)
|
| 514 |
+
4110 train 3.915630 (lr=3.9057e-04) (hash(x)=37657523)
|
| 515 |
+
4120 train 3.960364 (lr=3.8758e-04) (hash(x)=37218703)
|
| 516 |
+
4130 train 3.971655 (lr=3.8470e-04) (hash(x)=41350513)
|
| 517 |
+
4140 train 3.996273 (lr=3.8193e-04) (hash(x)=38283785)
|
| 518 |
+
4150 train 3.978489 (lr=3.7928e-04) (hash(x)=32927892)
|
| 519 |
+
4160 train 3.857933 (lr=3.7674e-04) (hash(x)=42011933)
|
| 520 |
+
4170 train 3.881077 (lr=3.7432e-04) (hash(x)=41854594)
|
| 521 |
+
4180 train 3.886825 (lr=3.7201e-04) (hash(x)=36737064)
|
| 522 |
+
4190 train 3.800586 (lr=3.6982e-04) (hash(x)=36326176)
|
| 523 |
+
4200 val loss 3.8849
|
| 524 |
+
4200 val perplexity 48.6614
|
| 525 |
+
4200 train 3.870943 (lr=3.6774e-04) (hash(x)=39106683)
|
| 526 |
+
4210 train 3.921710 (lr=3.6577e-04) (hash(x)=39759977)
|
| 527 |
+
4220 train 3.663461 (lr=3.6392e-04) (hash(x)=43666151)
|
| 528 |
+
4230 train 3.610104 (lr=3.6218e-04) (hash(x)=38154367)
|
| 529 |
+
4240 train 3.722485 (lr=3.6056e-04) (hash(x)=38284168)
|
| 530 |
+
4250 hella 0.2564
|
| 531 |
+
4250 train 3.654472 (lr=3.5906e-04) (hash(x)=38888879)
|
| 532 |
+
4260 train 3.569697 (lr=3.5767e-04) (hash(x)=36846417)
|
| 533 |
+
4270 train 3.979475 (lr=3.5639e-04) (hash(x)=43125375)
|
| 534 |
+
4280 train 3.932252 (lr=3.5523e-04) (hash(x)=43556412)
|
| 535 |
+
4290 train 3.864168 (lr=3.5419e-04) (hash(x)=48598302)
|
| 536 |
+
4300 val loss 3.8794
|
| 537 |
+
4300 val perplexity 48.3958
|
| 538 |
+
4300 train 3.843756 (lr=3.5326e-04) (hash(x)=42764385)
|
| 539 |
+
4310 train 3.901860 (lr=3.5245e-04) (hash(x)=41190028)
|
| 540 |
+
4320 train 3.868364 (lr=3.5175e-04) (hash(x)=35767770)
|
| 541 |
+
4330 train 3.944481 (lr=3.5117e-04) (hash(x)=36760476)
|
| 542 |
+
4340 train 3.884115 (lr=3.5071e-04) (hash(x)=40618921)
|
| 543 |
+
4350 train 3.988392 (lr=3.5036e-04) (hash(x)=32300164)
|
| 544 |
+
4360 train 3.844056 (lr=3.5013e-04) (hash(x)=41400085)
|
| 545 |
+
4370 train 3.880195 (lr=3.5001e-04) (hash(x)=40251828)
|
| 546 |
+
4374 val loss 3.8796
|
| 547 |
+
4374 val perplexity 48.4068
|
| 548 |
+
4374 hella 0.2544
|
logs/fix_1_latent_mask/1_latent_mask_lr_35e-4_n_latent_masks_2_no_compile_seed_1340/model_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7a42764165513d110d8eb8c2a47874b1d7ccd0e91e81464c518755b8c9f7a48f
|
| 3 |
+
size 97707314
|
logs/fix_1_latent_mask/1_latent_mask_lr_35e-4_n_latent_masks_2_no_compile_seed_1340/optimizer_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9e41a3495de7956e4a342e578b2c9a43e732f5843b4f13363e3e6ae49a1562bd
|
| 3 |
+
size 189136950
|