Upload folder using huggingface_hub
Browse files- logs/64_heads_bump_comparison/13_heads_no_compile_seed_1340/args.json +1 -0
- logs/64_heads_bump_comparison/13_heads_no_compile_seed_1340/dataloader_04374.pt +3 -0
- logs/64_heads_bump_comparison/13_heads_no_compile_seed_1340/log2.txt +548 -0
- logs/64_heads_bump_comparison/13_heads_no_compile_seed_1340/model_04374.pt +3 -0
- logs/64_heads_bump_comparison/13_heads_no_compile_seed_1340/optimizer_04374.pt +3 -0
logs/64_heads_bump_comparison/13_heads_no_compile_seed_1340/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "logs/64_heads_bump_comparison/13_heads_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": 13, "n_embd": 768, "head_dim": 64, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": 4375, "warmup_steps": 250, "group": "64_heads_bump_comparison", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1340, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "disable_selection_head_linear_combo_bias": false, "assert_latent_matches_no_head": false, "n_latent_masks": null, "init_latent_masks_to_identity": false, "init_latent_masks_to_inverse": false, "latent_mask_scale": null, "latent_mask_runtime_multiplier": null, "latent_mask_sigmoid": false, "S_layernorm": false, "one_head_per_latent_mask": false, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": false, "use_mini_model": false, "upload_to_hf": true, "seq_len": 1024, "batch_size": 8, "total_batch_size": 131072, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "mask_layernorm": false, "residual_attention_masks": false, "compute_base_shapes": false, "base_shapes_savefile": null, "mup": true, "disable_selection": false, "mup_enable_coord_check_logging": false, "max_lr": 0.003, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "13_heads_no_compile", "latent_mask_precision": "bfloat16"}
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logs/64_heads_bump_comparison/13_heads_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/64_heads_bump_comparison/13_heads_no_compile_seed_1340/log2.txt
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|
| 1 |
+
max_steps: 4375
|
| 2 |
+
0 val loss 10.9161
|
| 3 |
+
0 val perplexity 55056.2148
|
| 4 |
+
0 hella 0.2574
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| 5 |
+
0 train 10.924518 (lr=4.1958e-06) (hash(x)=45482580)
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| 6 |
+
10 train 9.599250 (lr=4.6154e-05) (hash(x)=38414730)
|
| 7 |
+
20 train 9.113592 (lr=8.8112e-05) (hash(x)=39783917)
|
| 8 |
+
30 train 8.409630 (lr=1.3007e-04) (hash(x)=38395733)
|
| 9 |
+
40 train 7.788647 (lr=1.7203e-04) (hash(x)=37486707)
|
| 10 |
+
50 train 7.580905 (lr=2.1399e-04) (hash(x)=39897505)
|
| 11 |
+
60 train 7.485894 (lr=2.5594e-04) (hash(x)=40933473)
|
| 12 |
+
70 train 7.444473 (lr=2.9790e-04) (hash(x)=37690746)
|
| 13 |
+
80 train 7.294475 (lr=3.3986e-04) (hash(x)=38609656)
|
| 14 |
+
90 train 7.066379 (lr=3.8182e-04) (hash(x)=38356571)
|
| 15 |
+
100 val loss 6.9566
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| 16 |
+
100 val perplexity 1050.0975
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| 17 |
+
100 train 6.938846 (lr=4.2378e-04) (hash(x)=35980376)
|
| 18 |
+
110 train 6.829484 (lr=4.6573e-04) (hash(x)=42011042)
|
| 19 |
+
120 train 6.743187 (lr=5.0769e-04) (hash(x)=40266823)
|
| 20 |
+
130 train 6.594794 (lr=5.4965e-04) (hash(x)=38645447)
|
| 21 |
+
140 train 6.449816 (lr=5.9161e-04) (hash(x)=36059313)
|
| 22 |
+
150 train 6.413119 (lr=6.3357e-04) (hash(x)=34161947)
|
| 23 |
+
160 train 6.285947 (lr=6.7552e-04) (hash(x)=42263375)
|
| 24 |
+
170 train 6.343897 (lr=7.1748e-04) (hash(x)=42957725)
|
| 25 |
+
180 train 6.328916 (lr=7.5944e-04) (hash(x)=40198018)
|
| 26 |
+
190 train 6.082541 (lr=8.0140e-04) (hash(x)=41666215)
|
| 27 |
+
200 val loss 6.0501
|
| 28 |
+
200 val perplexity 424.1606
|
| 29 |
+
200 train 6.013837 (lr=8.4336e-04) (hash(x)=54060482)
|
| 30 |
+
210 train 5.929295 (lr=8.8531e-04) (hash(x)=42332778)
|
| 31 |
+
220 train 5.900323 (lr=9.2727e-04) (hash(x)=39551486)
|
| 32 |
+
230 train 5.866964 (lr=9.6923e-04) (hash(x)=38462018)
|
| 33 |
+
240 train 5.927802 (lr=1.0112e-03) (hash(x)=36591442)
|
| 34 |
+
250 hella 0.2389
|
| 35 |
+
250 train 5.893656 (lr=1.0531e-03) (hash(x)=40861237)
|
| 36 |
+
260 train 5.808354 (lr=1.0951e-03) (hash(x)=41739369)
|
| 37 |
+
270 train 5.662393 (lr=1.1371e-03) (hash(x)=39415360)
|
| 38 |
+
280 train 5.631592 (lr=1.1790e-03) (hash(x)=44665934)
|
| 39 |
+
290 train 5.597699 (lr=1.2210e-03) (hash(x)=37035579)
|
| 40 |
+
300 val loss 5.5746
|
| 41 |
+
300 val perplexity 263.6502
|
| 42 |
+
300 train 5.593894 (lr=1.2629e-03) (hash(x)=38301011)
|
| 43 |
+
310 train 5.432870 (lr=1.3049e-03) (hash(x)=42850980)
|
| 44 |
+
320 train 5.492656 (lr=1.3469e-03) (hash(x)=37476222)
|
| 45 |
+
330 train 5.418432 (lr=1.3888e-03) (hash(x)=53028205)
|
| 46 |
+
340 train 5.450152 (lr=1.4308e-03) (hash(x)=41466008)
|
| 47 |
+
350 train 5.331077 (lr=1.4727e-03) (hash(x)=37802865)
|
| 48 |
+
360 train 5.274551 (lr=1.5147e-03) (hash(x)=42769282)
|
| 49 |
+
370 train 5.306739 (lr=1.5566e-03) (hash(x)=39319256)
|
| 50 |
+
380 train 5.273731 (lr=1.5986e-03) (hash(x)=42637402)
|
| 51 |
+
390 train 5.302903 (lr=1.6406e-03) (hash(x)=31141514)
|
| 52 |
+
400 val loss 5.3063
|
| 53 |
+
400 val perplexity 201.5979
|
| 54 |
+
400 train 5.372399 (lr=1.6825e-03) (hash(x)=38151157)
|
| 55 |
+
410 train 5.289481 (lr=1.7245e-03) (hash(x)=46033439)
|
| 56 |
+
420 train 5.242544 (lr=1.7664e-03) (hash(x)=41365246)
|
| 57 |
+
430 train 5.234932 (lr=1.8084e-03) (hash(x)=42369184)
|
| 58 |
+
440 train 5.210252 (lr=1.8503e-03) (hash(x)=42004840)
|
| 59 |
+
450 train 5.112603 (lr=1.8923e-03) (hash(x)=37181172)
|
| 60 |
+
460 train 5.219237 (lr=1.9343e-03) (hash(x)=31630797)
|
| 61 |
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470 train 5.087325 (lr=1.9762e-03) (hash(x)=42135747)
|
| 62 |
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480 train 5.010891 (lr=2.0182e-03) (hash(x)=30023651)
|
| 63 |
+
490 train 5.082321 (lr=2.0601e-03) (hash(x)=40463476)
|
| 64 |
+
500 val loss 5.0222
|
| 65 |
+
500 val perplexity 151.7520
|
| 66 |
+
500 hella 0.2449
|
| 67 |
+
500 train 4.946929 (lr=2.1021e-03) (hash(x)=37089842)
|
| 68 |
+
510 train 4.944039 (lr=2.1441e-03) (hash(x)=41095974)
|
| 69 |
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520 train 4.993733 (lr=2.1860e-03) (hash(x)=41525258)
|
| 70 |
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530 train 4.934231 (lr=2.2280e-03) (hash(x)=37697291)
|
| 71 |
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540 train 4.965906 (lr=2.2699e-03) (hash(x)=43459894)
|
| 72 |
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550 train 4.825506 (lr=2.3119e-03) (hash(x)=38993956)
|
| 73 |
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560 train 4.828552 (lr=2.3538e-03) (hash(x)=40677277)
|
| 74 |
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570 train 4.955185 (lr=2.3958e-03) (hash(x)=43103127)
|
| 75 |
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580 train 4.811969 (lr=2.4378e-03) (hash(x)=41871776)
|
| 76 |
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590 train 4.819898 (lr=2.4797e-03) (hash(x)=43230967)
|
| 77 |
+
600 val loss 4.7296
|
| 78 |
+
600 val perplexity 113.2460
|
| 79 |
+
600 train 4.759600 (lr=2.5217e-03) (hash(x)=42226172)
|
| 80 |
+
610 train 5.009989 (lr=2.5636e-03) (hash(x)=43007164)
|
| 81 |
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620 train 4.624640 (lr=2.6056e-03) (hash(x)=35752341)
|
| 82 |
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630 train 4.708325 (lr=2.6476e-03) (hash(x)=39453504)
|
| 83 |
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640 train 4.640758 (lr=2.6895e-03) (hash(x)=43635712)
|
| 84 |
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650 train 4.655717 (lr=2.7315e-03) (hash(x)=41852456)
|
| 85 |
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660 train 4.654819 (lr=2.7734e-03) (hash(x)=49125742)
|
| 86 |
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670 train 4.670001 (lr=2.8154e-03) (hash(x)=34886275)
|
| 87 |
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680 train 4.767265 (lr=2.8573e-03) (hash(x)=40546482)
|
| 88 |
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690 train 4.566515 (lr=2.8993e-03) (hash(x)=40850901)
|
| 89 |
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700 val loss 4.5407
|
| 90 |
+
700 val perplexity 93.7571
|
| 91 |
+
700 train 4.401430 (lr=2.9413e-03) (hash(x)=37426993)
|
| 92 |
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710 train 4.708692 (lr=2.9832e-03) (hash(x)=42679743)
|
| 93 |
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720 train 4.508728 (lr=3.0000e-03) (hash(x)=44856043)
|
| 94 |
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730 train 4.508308 (lr=2.9999e-03) (hash(x)=36457471)
|
| 95 |
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740 train 4.462440 (lr=2.9997e-03) (hash(x)=47203534)
|
| 96 |
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750 hella 0.2490
|
| 97 |
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750 train 4.480333 (lr=2.9994e-03) (hash(x)=35585657)
|
| 98 |
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760 train 4.377686 (lr=2.9990e-03) (hash(x)=37259264)
|
| 99 |
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770 train 4.296279 (lr=2.9985e-03) (hash(x)=44161997)
|
| 100 |
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780 train 4.262340 (lr=2.9979e-03) (hash(x)=41272886)
|
| 101 |
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790 train 4.270710 (lr=2.9972e-03) (hash(x)=43303662)
|
| 102 |
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800 val loss 4.4378
|
| 103 |
+
800 val perplexity 84.5928
|
| 104 |
+
800 train 4.126956 (lr=2.9964e-03) (hash(x)=39067231)
|
| 105 |
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810 train 4.391942 (lr=2.9955e-03) (hash(x)=44046732)
|
| 106 |
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820 train 4.371235 (lr=2.9945e-03) (hash(x)=39783962)
|
| 107 |
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830 train 4.405455 (lr=2.9934e-03) (hash(x)=40973974)
|
| 108 |
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840 train 4.405073 (lr=2.9922e-03) (hash(x)=41619968)
|
| 109 |
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850 train 4.440304 (lr=2.9909e-03) (hash(x)=36939960)
|
| 110 |
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860 train 4.315139 (lr=2.9896e-03) (hash(x)=42942377)
|
| 111 |
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870 train 4.334913 (lr=2.9881e-03) (hash(x)=39659455)
|
| 112 |
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880 train 4.348632 (lr=2.9865e-03) (hash(x)=40331986)
|
| 113 |
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890 train 4.263987 (lr=2.9848e-03) (hash(x)=38084814)
|
| 114 |
+
900 val loss 4.2924
|
| 115 |
+
900 val perplexity 73.1429
|
| 116 |
+
900 train 4.287558 (lr=2.9830e-03) (hash(x)=30830367)
|
| 117 |
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910 train 4.201886 (lr=2.9811e-03) (hash(x)=39664356)
|
| 118 |
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920 train 4.203846 (lr=2.9792e-03) (hash(x)=39007775)
|
| 119 |
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930 train 4.220542 (lr=2.9771e-03) (hash(x)=39319254)
|
| 120 |
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940 train 4.345969 (lr=2.9749e-03) (hash(x)=36347051)
|
| 121 |
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950 train 4.241587 (lr=2.9726e-03) (hash(x)=39243577)
|
| 122 |
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960 train 4.223720 (lr=2.9703e-03) (hash(x)=45603839)
|
| 123 |
+
970 train 4.042967 (lr=2.9678e-03) (hash(x)=40036075)
|
| 124 |
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980 train 4.098536 (lr=2.9652e-03) (hash(x)=43068524)
|
| 125 |
+
990 train 4.088611 (lr=2.9626e-03) (hash(x)=33798472)
|
| 126 |
+
1000 val loss 4.2410
|
| 127 |
+
1000 val perplexity 69.4794
|
| 128 |
+
1000 hella 0.2562
|
| 129 |
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1000 train 4.454307 (lr=2.9598e-03) (hash(x)=37728665)
|
| 130 |
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1010 train 4.304788 (lr=2.9570e-03) (hash(x)=43678636)
|
| 131 |
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1020 train 4.301694 (lr=2.9540e-03) (hash(x)=48464376)
|
| 132 |
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1030 train 4.306663 (lr=2.9510e-03) (hash(x)=43771461)
|
| 133 |
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1040 train 4.158973 (lr=2.9478e-03) (hash(x)=44643085)
|
| 134 |
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1050 train 4.239938 (lr=2.9446e-03) (hash(x)=39201716)
|
| 135 |
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1060 train 4.178282 (lr=2.9412e-03) (hash(x)=36396343)
|
| 136 |
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1070 train 4.169182 (lr=2.9378e-03) (hash(x)=37504111)
|
| 137 |
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1080 train 4.156756 (lr=2.9343e-03) (hash(x)=37454537)
|
| 138 |
+
1090 train 4.168472 (lr=2.9307e-03) (hash(x)=36888183)
|
| 139 |
+
1100 val loss 4.1535
|
| 140 |
+
1100 val perplexity 63.6566
|
| 141 |
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1100 train 4.113934 (lr=2.9270e-03) (hash(x)=39549045)
|
| 142 |
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1110 train 4.300883 (lr=2.9231e-03) (hash(x)=56818420)
|
| 143 |
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1120 train 4.121250 (lr=2.9192e-03) (hash(x)=36573357)
|
| 144 |
+
1130 train 4.037148 (lr=2.9152e-03) (hash(x)=38540878)
|
| 145 |
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1140 train 4.053041 (lr=2.9112e-03) (hash(x)=38645859)
|
| 146 |
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1150 train 4.238201 (lr=2.9070e-03) (hash(x)=41972503)
|
| 147 |
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1160 train 3.846027 (lr=2.9027e-03) (hash(x)=38151868)
|
| 148 |
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1170 train 3.887326 (lr=2.8983e-03) (hash(x)=42375436)
|
| 149 |
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1180 train 3.867134 (lr=2.8939e-03) (hash(x)=42868028)
|
| 150 |
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1190 train 4.118700 (lr=2.8893e-03) (hash(x)=41060868)
|
| 151 |
+
1200 val loss 4.1032
|
| 152 |
+
1200 val perplexity 60.5309
|
| 153 |
+
1200 train 4.121489 (lr=2.8847e-03) (hash(x)=40852814)
|
| 154 |
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1210 train 4.091335 (lr=2.8800e-03) (hash(x)=43365554)
|
| 155 |
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1220 train 4.034972 (lr=2.8751e-03) (hash(x)=39121134)
|
| 156 |
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1230 train 4.134510 (lr=2.8702e-03) (hash(x)=40565426)
|
| 157 |
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1240 train 4.208247 (lr=2.8652e-03) (hash(x)=43378926)
|
| 158 |
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1250 hella 0.2560
|
| 159 |
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1250 train 4.023478 (lr=2.8601e-03) (hash(x)=35227381)
|
| 160 |
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1260 train 4.129640 (lr=2.8550e-03) (hash(x)=41267226)
|
| 161 |
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1270 train 4.064462 (lr=2.8497e-03) (hash(x)=31395565)
|
| 162 |
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1280 train 4.122903 (lr=2.8443e-03) (hash(x)=41470963)
|
| 163 |
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1290 train 3.941321 (lr=2.8389e-03) (hash(x)=40729366)
|
| 164 |
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1300 val loss 4.0370
|
| 165 |
+
1300 val perplexity 56.6553
|
| 166 |
+
1300 train 4.026610 (lr=2.8333e-03) (hash(x)=39916663)
|
| 167 |
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1310 train 4.040397 (lr=2.8277e-03) (hash(x)=42179962)
|
| 168 |
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1320 train 3.924713 (lr=2.8220e-03) (hash(x)=44991932)
|
| 169 |
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1330 train 3.880450 (lr=2.8162e-03) (hash(x)=38925911)
|
| 170 |
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1340 train 3.828296 (lr=2.8103e-03) (hash(x)=38565560)
|
| 171 |
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1350 train 3.879773 (lr=2.8044e-03) (hash(x)=43384902)
|
| 172 |
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1360 train 3.834180 (lr=2.7983e-03) (hash(x)=45422261)
|
| 173 |
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1370 train 3.817152 (lr=2.7922e-03) (hash(x)=40167325)
|
| 174 |
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1380 train 3.958490 (lr=2.7860e-03) (hash(x)=51258162)
|
| 175 |
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1390 train 4.027603 (lr=2.7797e-03) (hash(x)=43229106)
|
| 176 |
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1400 val loss 3.9889
|
| 177 |
+
1400 val perplexity 53.9946
|
| 178 |
+
1400 train 3.953212 (lr=2.7733e-03) (hash(x)=42537494)
|
| 179 |
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1410 train 4.229206 (lr=2.7668e-03) (hash(x)=51236490)
|
| 180 |
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1420 train 4.061996 (lr=2.7603e-03) (hash(x)=45243347)
|
| 181 |
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1430 train 3.921724 (lr=2.7536e-03) (hash(x)=37658566)
|
| 182 |
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1440 train 3.988309 (lr=2.7469e-03) (hash(x)=38856106)
|
| 183 |
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1450 train 4.055024 (lr=2.7401e-03) (hash(x)=36649488)
|
| 184 |
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1460 train 4.044413 (lr=2.7333e-03) (hash(x)=40445407)
|
| 185 |
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1470 train 3.988968 (lr=2.7263e-03) (hash(x)=39916387)
|
| 186 |
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1480 train 3.959047 (lr=2.7193e-03) (hash(x)=40934555)
|
| 187 |
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1490 train 3.919458 (lr=2.7121e-03) (hash(x)=42276527)
|
| 188 |
+
1500 val loss 3.9593
|
| 189 |
+
1500 val perplexity 52.4200
|
| 190 |
+
1500 hella 0.2573
|
| 191 |
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1500 train 3.909872 (lr=2.7050e-03) (hash(x)=37973883)
|
| 192 |
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1510 train 3.935476 (lr=2.6977e-03) (hash(x)=38929286)
|
| 193 |
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1520 train 3.778986 (lr=2.6903e-03) (hash(x)=36855837)
|
| 194 |
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1530 train 4.036331 (lr=2.6829e-03) (hash(x)=42146431)
|
| 195 |
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1540 train 3.974432 (lr=2.6754e-03) (hash(x)=41898411)
|
| 196 |
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1550 train 3.882111 (lr=2.6678e-03) (hash(x)=44906272)
|
| 197 |
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1560 train 3.908237 (lr=2.6602e-03) (hash(x)=40414353)
|
| 198 |
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1570 train 3.956314 (lr=2.6525e-03) (hash(x)=38723190)
|
| 199 |
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1580 train 3.840225 (lr=2.6447e-03) (hash(x)=39065271)
|
| 200 |
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1590 train 3.872326 (lr=2.6368e-03) (hash(x)=40000886)
|
| 201 |
+
1600 val loss 3.9208
|
| 202 |
+
1600 val perplexity 50.4418
|
| 203 |
+
1600 train 3.775952 (lr=2.6289e-03) (hash(x)=37898571)
|
| 204 |
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1610 train 3.882262 (lr=2.6208e-03) (hash(x)=40447863)
|
| 205 |
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1620 train 3.834979 (lr=2.6128e-03) (hash(x)=40119318)
|
| 206 |
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1630 train 3.785786 (lr=2.6046e-03) (hash(x)=40664074)
|
| 207 |
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1640 train 3.745187 (lr=2.5964e-03) (hash(x)=37404741)
|
| 208 |
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1650 train 3.895607 (lr=2.5881e-03) (hash(x)=39214928)
|
| 209 |
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1660 train 3.927749 (lr=2.5797e-03) (hash(x)=35005019)
|
| 210 |
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1670 train 3.952534 (lr=2.5713e-03) (hash(x)=37675832)
|
| 211 |
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1680 train 3.920050 (lr=2.5628e-03) (hash(x)=40489680)
|
| 212 |
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1690 train 3.842745 (lr=2.5542e-03) (hash(x)=45537879)
|
| 213 |
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1700 val loss 3.8889
|
| 214 |
+
1700 val perplexity 48.8565
|
| 215 |
+
1700 train 3.828368 (lr=2.5455e-03) (hash(x)=38866100)
|
| 216 |
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1710 train 3.875422 (lr=2.5368e-03) (hash(x)=44726254)
|
| 217 |
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1720 train 3.864232 (lr=2.5281e-03) (hash(x)=36917792)
|
| 218 |
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1730 train 3.837669 (lr=2.5192e-03) (hash(x)=42814805)
|
| 219 |
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1740 train 3.917092 (lr=2.5103e-03) (hash(x)=51812216)
|
| 220 |
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1750 hella 0.2568
|
| 221 |
+
1750 train 3.791716 (lr=2.5014e-03) (hash(x)=33549014)
|
| 222 |
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1760 train 3.794625 (lr=2.4924e-03) (hash(x)=40354215)
|
| 223 |
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1770 train 3.822738 (lr=2.4833e-03) (hash(x)=40718606)
|
| 224 |
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1780 train 3.750740 (lr=2.4741e-03) (hash(x)=38274164)
|
| 225 |
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1790 train 3.884122 (lr=2.4649e-03) (hash(x)=42531471)
|
| 226 |
+
1800 val loss 3.8615
|
| 227 |
+
1800 val perplexity 47.5379
|
| 228 |
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1800 train 3.844220 (lr=2.4556e-03) (hash(x)=35616519)
|
| 229 |
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1810 train 3.864695 (lr=2.4463e-03) (hash(x)=33803118)
|
| 230 |
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1820 train 3.885228 (lr=2.4369e-03) (hash(x)=36973525)
|
| 231 |
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1830 train 3.852531 (lr=2.4275e-03) (hash(x)=38162549)
|
| 232 |
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1840 train 3.833591 (lr=2.4180e-03) (hash(x)=33937159)
|
| 233 |
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1850 train 3.878129 (lr=2.4084e-03) (hash(x)=39887546)
|
| 234 |
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1860 train 3.752393 (lr=2.3988e-03) (hash(x)=37818525)
|
| 235 |
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1870 train 3.812887 (lr=2.3891e-03) (hash(x)=37250478)
|
| 236 |
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1880 train 3.704835 (lr=2.3794e-03) (hash(x)=36412167)
|
| 237 |
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1890 train 3.806083 (lr=2.3696e-03) (hash(x)=40261189)
|
| 238 |
+
1900 val loss 3.8499
|
| 239 |
+
1900 val perplexity 46.9875
|
| 240 |
+
1900 train 3.783599 (lr=2.3598e-03) (hash(x)=38654303)
|
| 241 |
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1910 train 3.727170 (lr=2.3499e-03) (hash(x)=37929515)
|
| 242 |
+
1920 train 3.886823 (lr=2.3400e-03) (hash(x)=45580146)
|
| 243 |
+
1930 train 3.830049 (lr=2.3300e-03) (hash(x)=32386330)
|
| 244 |
+
1940 train 3.871968 (lr=2.3200e-03) (hash(x)=36331864)
|
| 245 |
+
1950 train 3.857353 (lr=2.3099e-03) (hash(x)=41181727)
|
| 246 |
+
1960 train 3.656847 (lr=2.2998e-03) (hash(x)=42705152)
|
| 247 |
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1970 train 3.785862 (lr=2.2896e-03) (hash(x)=40251511)
|
| 248 |
+
1980 train 3.720516 (lr=2.2793e-03) (hash(x)=37525551)
|
| 249 |
+
1990 train 3.764929 (lr=2.2691e-03) (hash(x)=41849618)
|
| 250 |
+
2000 val loss 3.8112
|
| 251 |
+
2000 val perplexity 45.2042
|
| 252 |
+
2000 hella 0.2619
|
| 253 |
+
2000 train 3.814750 (lr=2.2588e-03) (hash(x)=37642582)
|
| 254 |
+
2010 train 3.788179 (lr=2.2484e-03) (hash(x)=42131121)
|
| 255 |
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2020 train 3.681581 (lr=2.2380e-03) (hash(x)=39000209)
|
| 256 |
+
2030 train 3.774901 (lr=2.2275e-03) (hash(x)=43641355)
|
| 257 |
+
2040 train 3.655588 (lr=2.2170e-03) (hash(x)=47910507)
|
| 258 |
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2050 train 3.677436 (lr=2.2065e-03) (hash(x)=36670359)
|
| 259 |
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2060 train 3.846431 (lr=2.1959e-03) (hash(x)=36477755)
|
| 260 |
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2070 train 3.913362 (lr=2.1853e-03) (hash(x)=43262487)
|
| 261 |
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2080 train 3.714719 (lr=2.1746e-03) (hash(x)=49546029)
|
| 262 |
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2090 train 3.877703 (lr=2.1639e-03) (hash(x)=39924731)
|
| 263 |
+
2100 val loss 3.7903
|
| 264 |
+
2100 val perplexity 44.2697
|
| 265 |
+
2100 train 3.738570 (lr=2.1532e-03) (hash(x)=39921304)
|
| 266 |
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2110 train 3.702976 (lr=2.1424e-03) (hash(x)=38152788)
|
| 267 |
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2120 train 3.761880 (lr=2.1316e-03) (hash(x)=37977911)
|
| 268 |
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2130 train 3.735536 (lr=2.1208e-03) (hash(x)=34748760)
|
| 269 |
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2140 train 3.766486 (lr=2.1099e-03) (hash(x)=40509369)
|
| 270 |
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2150 train 3.738815 (lr=2.0990e-03) (hash(x)=37654262)
|
| 271 |
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2160 train 3.700902 (lr=2.0881e-03) (hash(x)=38139543)
|
| 272 |
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2170 train 3.602980 (lr=2.0771e-03) (hash(x)=42501806)
|
| 273 |
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2180 train 3.742223 (lr=2.0661e-03) (hash(x)=40085092)
|
| 274 |
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2190 train 3.709488 (lr=2.0550e-03) (hash(x)=50480193)
|
| 275 |
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2200 val loss 3.7701
|
| 276 |
+
2200 val perplexity 43.3862
|
| 277 |
+
2200 train 3.777882 (lr=2.0440e-03) (hash(x)=40604084)
|
| 278 |
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2210 train 3.865965 (lr=2.0329e-03) (hash(x)=41555823)
|
| 279 |
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2220 train 3.702904 (lr=2.0217e-03) (hash(x)=50441765)
|
| 280 |
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2230 train 3.817141 (lr=2.0106e-03) (hash(x)=39796580)
|
| 281 |
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2240 train 3.814400 (lr=1.9994e-03) (hash(x)=44127022)
|
| 282 |
+
2250 hella 0.2579
|
| 283 |
+
2250 train 3.724712 (lr=1.9882e-03) (hash(x)=37026826)
|
| 284 |
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2260 train 3.763681 (lr=1.9770e-03) (hash(x)=42133839)
|
| 285 |
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2270 train 3.742120 (lr=1.9657e-03) (hash(x)=38500664)
|
| 286 |
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2280 train 3.710731 (lr=1.9544e-03) (hash(x)=40538661)
|
| 287 |
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2290 train 3.708076 (lr=1.9431e-03) (hash(x)=51509210)
|
| 288 |
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2300 val loss 3.7415
|
| 289 |
+
2300 val perplexity 42.1592
|
| 290 |
+
2300 train 3.725485 (lr=1.9318e-03) (hash(x)=41952328)
|
| 291 |
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2310 train 3.665669 (lr=1.9205e-03) (hash(x)=39758123)
|
| 292 |
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2320 train 3.732141 (lr=1.9091e-03) (hash(x)=51089268)
|
| 293 |
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2330 train 3.818531 (lr=1.8977e-03) (hash(x)=39767618)
|
| 294 |
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2340 train 3.859157 (lr=1.8863e-03) (hash(x)=40409617)
|
| 295 |
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2350 train 3.700011 (lr=1.8749e-03) (hash(x)=40349634)
|
| 296 |
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2360 train 3.982908 (lr=1.8635e-03) (hash(x)=31841172)
|
| 297 |
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2370 train 3.759320 (lr=1.8520e-03) (hash(x)=42720539)
|
| 298 |
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2380 train 3.617237 (lr=1.8406e-03) (hash(x)=40998632)
|
| 299 |
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2390 train 3.720074 (lr=1.8291e-03) (hash(x)=40615413)
|
| 300 |
+
2400 val loss 3.7214
|
| 301 |
+
2400 val perplexity 41.3218
|
| 302 |
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2400 train 3.658755 (lr=1.8176e-03) (hash(x)=39373658)
|
| 303 |
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2410 train 3.696934 (lr=1.8061e-03) (hash(x)=35480858)
|
| 304 |
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2420 train 3.688976 (lr=1.7946e-03) (hash(x)=32241095)
|
| 305 |
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2430 train 3.669248 (lr=1.7830e-03) (hash(x)=36669715)
|
| 306 |
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2440 train 3.682950 (lr=1.7715e-03) (hash(x)=45768335)
|
| 307 |
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2450 train 3.581079 (lr=1.7600e-03) (hash(x)=39395055)
|
| 308 |
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2460 train 3.623884 (lr=1.7484e-03) (hash(x)=34899269)
|
| 309 |
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2470 train 3.766529 (lr=1.7368e-03) (hash(x)=43642420)
|
| 310 |
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2480 train 3.834340 (lr=1.7253e-03) (hash(x)=47099507)
|
| 311 |
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2490 train 3.784206 (lr=1.7137e-03) (hash(x)=38825558)
|
| 312 |
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2500 val loss 3.7033
|
| 313 |
+
2500 val perplexity 40.5805
|
| 314 |
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2500 hella 0.2639
|
| 315 |
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2500 train 3.752115 (lr=1.7021e-03) (hash(x)=39833804)
|
| 316 |
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2510 train 3.824955 (lr=1.6906e-03) (hash(x)=35051654)
|
| 317 |
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2520 train 3.746531 (lr=1.6790e-03) (hash(x)=40291109)
|
| 318 |
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2530 train 3.659722 (lr=1.6674e-03) (hash(x)=36915768)
|
| 319 |
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2540 train 3.640140 (lr=1.6558e-03) (hash(x)=37016308)
|
| 320 |
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2550 train 3.598763 (lr=1.6442e-03) (hash(x)=43221777)
|
| 321 |
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2560 train 3.662602 (lr=1.6326e-03) (hash(x)=37233207)
|
| 322 |
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2570 train 3.530366 (lr=1.6210e-03) (hash(x)=37510626)
|
| 323 |
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2580 train 3.593141 (lr=1.6094e-03) (hash(x)=39624656)
|
| 324 |
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2590 train 3.443625 (lr=1.5979e-03) (hash(x)=37647501)
|
| 325 |
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2600 val loss 3.6826
|
| 326 |
+
2600 val perplexity 39.7511
|
| 327 |
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2600 train 3.589912 (lr=1.5863e-03) (hash(x)=37200138)
|
| 328 |
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2610 train 3.607315 (lr=1.5747e-03) (hash(x)=43066970)
|
| 329 |
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2620 train 3.695782 (lr=1.5632e-03) (hash(x)=40503799)
|
| 330 |
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2630 train 3.644807 (lr=1.5516e-03) (hash(x)=45534660)
|
| 331 |
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2640 train 3.811368 (lr=1.5400e-03) (hash(x)=52358353)
|
| 332 |
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2650 train 3.653673 (lr=1.5285e-03) (hash(x)=41843599)
|
| 333 |
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2660 train 3.611670 (lr=1.5170e-03) (hash(x)=40519770)
|
| 334 |
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2670 train 3.692467 (lr=1.5054e-03) (hash(x)=37185602)
|
| 335 |
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2680 train 3.570742 (lr=1.4939e-03) (hash(x)=43805719)
|
| 336 |
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2690 train 3.606414 (lr=1.4824e-03) (hash(x)=39458250)
|
| 337 |
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2700 val loss 3.6569
|
| 338 |
+
2700 val perplexity 38.7426
|
| 339 |
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2700 train 3.702733 (lr=1.4709e-03) (hash(x)=39149255)
|
| 340 |
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2710 train 3.543034 (lr=1.4594e-03) (hash(x)=43544861)
|
| 341 |
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2720 train 3.630728 (lr=1.4480e-03) (hash(x)=36858197)
|
| 342 |
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2730 train 3.550951 (lr=1.4365e-03) (hash(x)=37971712)
|
| 343 |
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2740 train 3.582062 (lr=1.4251e-03) (hash(x)=42416578)
|
| 344 |
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2750 hella 0.2619
|
| 345 |
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2750 train 3.517304 (lr=1.4137e-03) (hash(x)=53554622)
|
| 346 |
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2760 train 3.616549 (lr=1.4023e-03) (hash(x)=40502545)
|
| 347 |
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2770 train 3.601926 (lr=1.3909e-03) (hash(x)=36086417)
|
| 348 |
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2780 train 3.639012 (lr=1.3795e-03) (hash(x)=36242982)
|
| 349 |
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2790 train 3.664913 (lr=1.3682e-03) (hash(x)=41433780)
|
| 350 |
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2800 val loss 3.6351
|
| 351 |
+
2800 val perplexity 37.9071
|
| 352 |
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2800 train 3.601521 (lr=1.3569e-03) (hash(x)=48553484)
|
| 353 |
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2810 train 3.543077 (lr=1.3456e-03) (hash(x)=39928650)
|
| 354 |
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2820 train 3.651902 (lr=1.3343e-03) (hash(x)=37891724)
|
| 355 |
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2830 train 3.612575 (lr=1.3230e-03) (hash(x)=34353412)
|
| 356 |
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2840 train 3.635442 (lr=1.3118e-03) (hash(x)=38486611)
|
| 357 |
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2850 train 3.574555 (lr=1.3006e-03) (hash(x)=32706934)
|
| 358 |
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2860 train 3.512821 (lr=1.2894e-03) (hash(x)=38693681)
|
| 359 |
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2870 train 3.585625 (lr=1.2783e-03) (hash(x)=38430800)
|
| 360 |
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2880 train 3.549526 (lr=1.2671e-03) (hash(x)=40619559)
|
| 361 |
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2890 train 3.504555 (lr=1.2560e-03) (hash(x)=42741066)
|
| 362 |
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2900 val loss 3.6305
|
| 363 |
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2900 val perplexity 37.7334
|
| 364 |
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2900 train 3.768107 (lr=1.2450e-03) (hash(x)=38216091)
|
| 365 |
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2910 train 3.564208 (lr=1.2339e-03) (hash(x)=35447832)
|
| 366 |
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2920 train 3.684887 (lr=1.2229e-03) (hash(x)=39825190)
|
| 367 |
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2930 train 3.677660 (lr=1.2119e-03) (hash(x)=37789121)
|
| 368 |
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2940 train 3.580509 (lr=1.2010e-03) (hash(x)=44499116)
|
| 369 |
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2950 train 3.655101 (lr=1.1901e-03) (hash(x)=39669860)
|
| 370 |
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2960 train 3.588198 (lr=1.1792e-03) (hash(x)=51683741)
|
| 371 |
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2970 train 3.487049 (lr=1.1684e-03) (hash(x)=36399721)
|
| 372 |
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2980 train 3.570423 (lr=1.1576e-03) (hash(x)=42629700)
|
| 373 |
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2990 train 3.451481 (lr=1.1468e-03) (hash(x)=39263773)
|
| 374 |
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3000 val loss 3.6024
|
| 375 |
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3000 val perplexity 36.6861
|
| 376 |
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3000 hella 0.2612
|
| 377 |
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3000 train 3.505232 (lr=1.1361e-03) (hash(x)=37920485)
|
| 378 |
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3010 train 3.545671 (lr=1.1254e-03) (hash(x)=40835161)
|
| 379 |
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3020 train 3.477572 (lr=1.1147e-03) (hash(x)=38381159)
|
| 380 |
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3030 train 3.495310 (lr=1.1041e-03) (hash(x)=35846270)
|
| 381 |
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3040 train 3.856606 (lr=1.0935e-03) (hash(x)=47516567)
|
| 382 |
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3050 train 3.689031 (lr=1.0830e-03) (hash(x)=35600311)
|
| 383 |
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3060 train 3.727193 (lr=1.0725e-03) (hash(x)=37775318)
|
| 384 |
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3070 train 3.601333 (lr=1.0620e-03) (hash(x)=39881333)
|
| 385 |
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3080 train 3.603901 (lr=1.0516e-03) (hash(x)=37310168)
|
| 386 |
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3090 train 3.530572 (lr=1.0412e-03) (hash(x)=43669978)
|
| 387 |
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3100 val loss 3.5857
|
| 388 |
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3100 val perplexity 36.0775
|
| 389 |
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3100 train 3.956401 (lr=1.0309e-03) (hash(x)=46356797)
|
| 390 |
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3110 train 3.656170 (lr=1.0207e-03) (hash(x)=40814232)
|
| 391 |
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3120 train 3.489997 (lr=1.0104e-03) (hash(x)=42504837)
|
| 392 |
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3130 train 3.609744 (lr=1.0002e-03) (hash(x)=39693594)
|
| 393 |
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3140 train 3.504098 (lr=9.9011e-04) (hash(x)=40277645)
|
| 394 |
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3150 train 3.502033 (lr=9.8002e-04) (hash(x)=40988003)
|
| 395 |
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3160 train 3.624182 (lr=9.6999e-04) (hash(x)=38875266)
|
| 396 |
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3170 train 3.574172 (lr=9.6000e-04) (hash(x)=45232173)
|
| 397 |
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3180 train 3.650594 (lr=9.5007e-04) (hash(x)=39213336)
|
| 398 |
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3190 train 3.701874 (lr=9.4019e-04) (hash(x)=42118576)
|
| 399 |
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3200 val loss 3.5655
|
| 400 |
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3200 val perplexity 35.3559
|
| 401 |
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3200 train 3.556341 (lr=9.3036e-04) (hash(x)=32884223)
|
| 402 |
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3210 train 3.603194 (lr=9.2058e-04) (hash(x)=41276800)
|
| 403 |
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3220 train 3.656444 (lr=9.1085e-04) (hash(x)=40284461)
|
| 404 |
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3230 train 3.638096 (lr=9.0118e-04) (hash(x)=40566734)
|
| 405 |
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3240 train 3.626228 (lr=8.9157e-04) (hash(x)=36484570)
|
| 406 |
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3250 hella 0.2601
|
| 407 |
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3250 train 3.593519 (lr=8.8201e-04) (hash(x)=41642338)
|
| 408 |
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3260 train 3.546887 (lr=8.7251e-04) (hash(x)=43883570)
|
| 409 |
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3270 train 3.505651 (lr=8.6307e-04) (hash(x)=40432560)
|
| 410 |
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3280 train 3.474246 (lr=8.5368e-04) (hash(x)=38002717)
|
| 411 |
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3290 train 3.418109 (lr=8.4435e-04) (hash(x)=41926004)
|
| 412 |
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3300 val loss 3.5568
|
| 413 |
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3300 val perplexity 35.0509
|
| 414 |
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3300 train 3.568847 (lr=8.3508e-04) (hash(x)=46015509)
|
| 415 |
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3310 train 3.602935 (lr=8.2588e-04) (hash(x)=40112249)
|
| 416 |
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3320 train 3.559838 (lr=8.1673e-04) (hash(x)=49162296)
|
| 417 |
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3330 train 3.651586 (lr=8.0764e-04) (hash(x)=46606969)
|
| 418 |
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3340 train 3.648204 (lr=7.9862e-04) (hash(x)=31128992)
|
| 419 |
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3350 train 3.606328 (lr=7.8966e-04) (hash(x)=41232534)
|
| 420 |
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3360 train 3.467052 (lr=7.8076e-04) (hash(x)=41599699)
|
| 421 |
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3370 train 3.649995 (lr=7.7192e-04) (hash(x)=40885280)
|
| 422 |
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3380 train 3.540782 (lr=7.6315e-04) (hash(x)=37169148)
|
| 423 |
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3390 train 3.482176 (lr=7.5445e-04) (hash(x)=46581889)
|
| 424 |
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3400 val loss 3.5402
|
| 425 |
+
3400 val perplexity 34.4746
|
| 426 |
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3400 train 3.500167 (lr=7.4581e-04) (hash(x)=37612074)
|
| 427 |
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3410 train 3.575910 (lr=7.3724e-04) (hash(x)=38763316)
|
| 428 |
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3420 train 3.411633 (lr=7.2874e-04) (hash(x)=40562379)
|
| 429 |
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3430 train 3.503099 (lr=7.2030e-04) (hash(x)=44724867)
|
| 430 |
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3440 train 3.690131 (lr=7.1193e-04) (hash(x)=39386624)
|
| 431 |
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3450 train 3.626503 (lr=7.0363e-04) (hash(x)=38652923)
|
| 432 |
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3460 train 3.636847 (lr=6.9541e-04) (hash(x)=29587379)
|
| 433 |
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3470 train 3.530133 (lr=6.8725e-04) (hash(x)=38228776)
|
| 434 |
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3480 train 3.535330 (lr=6.7916e-04) (hash(x)=30076039)
|
| 435 |
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3490 train 3.581557 (lr=6.7114e-04) (hash(x)=38398908)
|
| 436 |
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3500 val loss 3.5226
|
| 437 |
+
3500 val perplexity 33.8731
|
| 438 |
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3500 hella 0.2617
|
| 439 |
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3500 train 3.591099 (lr=6.6320e-04) (hash(x)=39259918)
|
| 440 |
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3510 train 3.485363 (lr=6.5533e-04) (hash(x)=40664091)
|
| 441 |
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3520 train 3.532675 (lr=6.4753e-04) (hash(x)=40309647)
|
| 442 |
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3530 train 3.495113 (lr=6.3981e-04) (hash(x)=38424801)
|
| 443 |
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3540 train 3.416564 (lr=6.3216e-04) (hash(x)=51322307)
|
| 444 |
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3550 train 3.502070 (lr=6.2458e-04) (hash(x)=38192628)
|
| 445 |
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3560 train 3.518896 (lr=6.1708e-04) (hash(x)=41563952)
|
| 446 |
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3570 train 3.502570 (lr=6.0966e-04) (hash(x)=39508843)
|
| 447 |
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3580 train 3.547942 (lr=6.0231e-04) (hash(x)=41260225)
|
| 448 |
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3590 train 3.503125 (lr=5.9504e-04) (hash(x)=49098107)
|
| 449 |
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3600 val loss 3.5104
|
| 450 |
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3600 val perplexity 33.4628
|
| 451 |
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3600 train 3.482378 (lr=5.8785e-04) (hash(x)=41194370)
|
| 452 |
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3610 train 3.640460 (lr=5.8074e-04) (hash(x)=40399152)
|
| 453 |
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3620 train 3.568552 (lr=5.7370e-04) (hash(x)=41625018)
|
| 454 |
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3630 train 3.629507 (lr=5.6675e-04) (hash(x)=44077942)
|
| 455 |
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3640 train 3.605045 (lr=5.5987e-04) (hash(x)=42427512)
|
| 456 |
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3650 train 3.562643 (lr=5.5308e-04) (hash(x)=40067454)
|
| 457 |
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3660 train 3.526577 (lr=5.4636e-04) (hash(x)=37969892)
|
| 458 |
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3670 train 3.484229 (lr=5.3973e-04) (hash(x)=43670246)
|
| 459 |
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3680 train 3.596122 (lr=5.3318e-04) (hash(x)=37031732)
|
| 460 |
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3690 train 3.484931 (lr=5.2671e-04) (hash(x)=39237187)
|
| 461 |
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3700 val loss 3.5013
|
| 462 |
+
3700 val perplexity 33.1577
|
| 463 |
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3700 train 3.497904 (lr=5.2033e-04) (hash(x)=39521416)
|
| 464 |
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3710 train 3.397075 (lr=5.1402e-04) (hash(x)=41147425)
|
| 465 |
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3720 train 3.397339 (lr=5.0780e-04) (hash(x)=40204658)
|
| 466 |
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3730 train 3.484844 (lr=5.0167e-04) (hash(x)=39420983)
|
| 467 |
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3740 train 3.506073 (lr=4.9562e-04) (hash(x)=51155740)
|
| 468 |
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3750 hella 0.2648
|
| 469 |
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3750 train 3.492072 (lr=4.8965e-04) (hash(x)=41654187)
|
| 470 |
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3760 train 3.461140 (lr=4.8377e-04) (hash(x)=40598339)
|
| 471 |
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3770 train 3.423937 (lr=4.7798e-04) (hash(x)=44950116)
|
| 472 |
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3780 train 3.500422 (lr=4.7227e-04) (hash(x)=40660326)
|
| 473 |
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3790 train 3.552405 (lr=4.6665e-04) (hash(x)=37805851)
|
| 474 |
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3800 val loss 3.4836
|
| 475 |
+
3800 val perplexity 32.5783
|
| 476 |
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3800 train 3.514779 (lr=4.6112e-04) (hash(x)=38064443)
|
| 477 |
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3810 train 3.565730 (lr=4.5567e-04) (hash(x)=39161498)
|
| 478 |
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3820 train 3.444922 (lr=4.5031e-04) (hash(x)=40626649)
|
| 479 |
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3830 train 3.503605 (lr=4.4504e-04) (hash(x)=36894771)
|
| 480 |
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3840 train 3.449375 (lr=4.3986e-04) (hash(x)=33672141)
|
| 481 |
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3850 train 3.411830 (lr=4.3477e-04) (hash(x)=41751813)
|
| 482 |
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3860 train 3.271091 (lr=4.2977e-04) (hash(x)=33784172)
|
| 483 |
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3870 train 3.216483 (lr=4.2486e-04) (hash(x)=43110493)
|
| 484 |
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3880 train 3.306143 (lr=4.2004e-04) (hash(x)=36585111)
|
| 485 |
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3890 train 3.328751 (lr=4.1530e-04) (hash(x)=40134264)
|
| 486 |
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3900 val loss 3.4861
|
| 487 |
+
3900 val perplexity 32.6579
|
| 488 |
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3900 train 3.288305 (lr=4.1066e-04) (hash(x)=39815215)
|
| 489 |
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3910 train 3.407058 (lr=4.0611e-04) (hash(x)=42081557)
|
| 490 |
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3920 train 3.328791 (lr=4.0166e-04) (hash(x)=48184973)
|
| 491 |
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3930 train 3.580671 (lr=3.9729e-04) (hash(x)=42416681)
|
| 492 |
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3940 train 3.487303 (lr=3.9302e-04) (hash(x)=38587062)
|
| 493 |
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3950 train 3.512002 (lr=3.8884e-04) (hash(x)=37296617)
|
| 494 |
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3960 train 3.451003 (lr=3.8475e-04) (hash(x)=37959330)
|
| 495 |
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3970 train 3.517230 (lr=3.8076e-04) (hash(x)=35175634)
|
| 496 |
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3980 train 3.531309 (lr=3.7685e-04) (hash(x)=37219362)
|
| 497 |
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3990 train 3.551440 (lr=3.7305e-04) (hash(x)=38906132)
|
| 498 |
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4000 val loss 3.4666
|
| 499 |
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4000 val perplexity 32.0283
|
| 500 |
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4000 hella 0.2639
|
| 501 |
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4000 train 3.465343 (lr=3.6933e-04) (hash(x)=39940517)
|
| 502 |
+
4010 train 3.516365 (lr=3.6572e-04) (hash(x)=39952437)
|
| 503 |
+
4020 train 3.414320 (lr=3.6219e-04) (hash(x)=42000930)
|
| 504 |
+
4030 train 3.447486 (lr=3.5876e-04) (hash(x)=41460672)
|
| 505 |
+
4040 train 3.170191 (lr=3.5543e-04) (hash(x)=43702329)
|
| 506 |
+
4050 train 3.271285 (lr=3.5219e-04) (hash(x)=41740121)
|
| 507 |
+
4060 train 3.261325 (lr=3.4905e-04) (hash(x)=37066349)
|
| 508 |
+
4070 train 3.094980 (lr=3.4600e-04) (hash(x)=38359869)
|
| 509 |
+
4080 train 3.372556 (lr=3.4305e-04) (hash(x)=35131370)
|
| 510 |
+
4090 train 3.390840 (lr=3.4019e-04) (hash(x)=39918811)
|
| 511 |
+
4100 val loss 3.4636
|
| 512 |
+
4100 val perplexity 31.9308
|
| 513 |
+
4100 train 3.544402 (lr=3.3744e-04) (hash(x)=47036374)
|
| 514 |
+
4110 train 3.484908 (lr=3.3477e-04) (hash(x)=37657523)
|
| 515 |
+
4120 train 3.530331 (lr=3.3221e-04) (hash(x)=37218703)
|
| 516 |
+
4130 train 3.530121 (lr=3.2974e-04) (hash(x)=41350513)
|
| 517 |
+
4140 train 3.556936 (lr=3.2737e-04) (hash(x)=38283785)
|
| 518 |
+
4150 train 3.551051 (lr=3.2510e-04) (hash(x)=32927892)
|
| 519 |
+
4160 train 3.445873 (lr=3.2292e-04) (hash(x)=42011933)
|
| 520 |
+
4170 train 3.457908 (lr=3.2085e-04) (hash(x)=41854594)
|
| 521 |
+
4180 train 3.454015 (lr=3.1887e-04) (hash(x)=36737064)
|
| 522 |
+
4190 train 3.395487 (lr=3.1699e-04) (hash(x)=36326176)
|
| 523 |
+
4200 val loss 3.4548
|
| 524 |
+
4200 val perplexity 31.6510
|
| 525 |
+
4200 train 3.426733 (lr=3.1520e-04) (hash(x)=39106683)
|
| 526 |
+
4210 train 3.520210 (lr=3.1352e-04) (hash(x)=39759977)
|
| 527 |
+
4220 train 3.222758 (lr=3.1193e-04) (hash(x)=43666151)
|
| 528 |
+
4230 train 3.177455 (lr=3.1044e-04) (hash(x)=38154367)
|
| 529 |
+
4240 train 3.306004 (lr=3.0905e-04) (hash(x)=38284168)
|
| 530 |
+
4250 hella 0.2666
|
| 531 |
+
4250 train 3.241930 (lr=3.0776e-04) (hash(x)=38888879)
|
| 532 |
+
4260 train 3.157991 (lr=3.0657e-04) (hash(x)=36846417)
|
| 533 |
+
4270 train 3.492629 (lr=3.0548e-04) (hash(x)=43125375)
|
| 534 |
+
4280 train 3.500942 (lr=3.0449e-04) (hash(x)=43556412)
|
| 535 |
+
4290 train 3.429575 (lr=3.0359e-04) (hash(x)=48598302)
|
| 536 |
+
4300 val loss 3.4489
|
| 537 |
+
4300 val perplexity 31.4651
|
| 538 |
+
4300 train 3.410349 (lr=3.0280e-04) (hash(x)=42764385)
|
| 539 |
+
4310 train 3.448474 (lr=3.0210e-04) (hash(x)=41190028)
|
| 540 |
+
4320 train 3.451319 (lr=3.0150e-04) (hash(x)=35767770)
|
| 541 |
+
4330 train 3.522011 (lr=3.0101e-04) (hash(x)=36760476)
|
| 542 |
+
4340 train 3.441943 (lr=3.0061e-04) (hash(x)=40618921)
|
| 543 |
+
4350 train 3.567061 (lr=3.0031e-04) (hash(x)=32300164)
|
| 544 |
+
4360 train 3.431387 (lr=3.0011e-04) (hash(x)=41400085)
|
| 545 |
+
4370 train 3.456936 (lr=3.0001e-04) (hash(x)=40251828)
|
| 546 |
+
4374 val loss 3.4479
|
| 547 |
+
4374 val perplexity 31.4330
|
| 548 |
+
4374 hella 0.2669
|
logs/64_heads_bump_comparison/13_heads_no_compile_seed_1340/model_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e9fdfadf934b0720762a18b075ab87a49b537ae47a99eb1bc9684da181ab12d5
|
| 3 |
+
size 557599490
|
logs/64_heads_bump_comparison/13_heads_no_compile_seed_1340/optimizer_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:24b65907d6b6dc65fa4cdbf0f2a19424ffd15d83cc4649a5af0baced835476af
|
| 3 |
+
size 1014545926
|