Upload folder using huggingface_hub
Browse files- logs/64_latent_masks_learnable/learnable_no_compile_seed_1339/args.json +1 -0
- logs/64_latent_masks_learnable/learnable_no_compile_seed_1339/dataloader_04374.pt +3 -0
- logs/64_latent_masks_learnable/learnable_no_compile_seed_1339/log2.txt +548 -0
- logs/64_latent_masks_learnable/learnable_no_compile_seed_1339/model_04374.pt +3 -0
- logs/64_latent_masks_learnable/learnable_no_compile_seed_1339/optimizer_04374.pt +3 -0
logs/64_latent_masks_learnable/learnable_no_compile_seed_1339/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "logs/64_latent_masks_learnable/learnable_no_compile_seed_1339", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 12, "n_embd": 768, "head_dim": 64, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": 4375, "warmup_steps": 250, "group": "64_latent_masks_learnable", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1339, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "n_latent_masks", "selection_head_linear_combo_scale": 1.0, "disable_selection_head_linear_combo_bias": false, "assert_latent_matches_no_head": false, "n_latent_masks": 1, "init_latent_masks_to_identity": true, "init_latent_masks_to_inverse": false, "latent_mask_scale": null, "latent_mask_runtime_multiplier": null, "latent_mask_sigmoid": false, "S_layernorm": false, "one_head_per_latent_mask": false, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": false, "use_mini_model": false, "upload_to_hf": true, "seq_len": 1024, "batch_size": 4, "total_batch_size": 131072, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "mask_layernorm": false, "residual_attention_masks": false, "compute_base_shapes": false, "base_shapes_savefile": null, "mup": true, "disable_selection": false, "mup_enable_coord_check_logging": false, "max_lr": 0.003, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "learnable_no_compile", "latent_mask_precision": "float32"}
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logs/64_latent_masks_learnable/learnable_no_compile_seed_1339/dataloader_04374.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:994809a5ef065b3b39ff8d94ca69f209f3eedb103954655f09fa348a0918b20e
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+
size 964
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logs/64_latent_masks_learnable/learnable_no_compile_seed_1339/log2.txt
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| 1 |
+
max_steps: 4375
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| 2 |
+
0 val loss 11.0037
|
| 3 |
+
0 val perplexity 60094.4961
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| 4 |
+
0 hella 0.2548
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| 5 |
+
0 train 10.996273 (lr=4.1958e-06) (hash(x)=19499830)
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| 6 |
+
10 train 9.661643 (lr=4.6154e-05) (hash(x)=19266129)
|
| 7 |
+
20 train 9.104941 (lr=8.8112e-05) (hash(x)=17425714)
|
| 8 |
+
30 train 8.462619 (lr=1.3007e-04) (hash(x)=19434488)
|
| 9 |
+
40 train 7.813221 (lr=1.7203e-04) (hash(x)=18289960)
|
| 10 |
+
50 train 7.655285 (lr=2.1399e-04) (hash(x)=25963856)
|
| 11 |
+
60 train 7.672651 (lr=2.5594e-04) (hash(x)=23798061)
|
| 12 |
+
70 train 7.315906 (lr=2.9790e-04) (hash(x)=19309727)
|
| 13 |
+
80 train 7.259180 (lr=3.3986e-04) (hash(x)=20092642)
|
| 14 |
+
90 train 7.026884 (lr=3.8182e-04) (hash(x)=21094807)
|
| 15 |
+
100 val loss 6.9440
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| 16 |
+
100 val perplexity 1036.9030
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| 17 |
+
100 train 6.793822 (lr=4.2378e-04) (hash(x)=18910383)
|
| 18 |
+
110 train 6.712008 (lr=4.6573e-04) (hash(x)=17739111)
|
| 19 |
+
120 train 6.562133 (lr=5.0769e-04) (hash(x)=20068667)
|
| 20 |
+
130 train 6.408088 (lr=5.4965e-04) (hash(x)=19548561)
|
| 21 |
+
140 train 6.371504 (lr=5.9161e-04) (hash(x)=19990057)
|
| 22 |
+
150 train 6.443360 (lr=6.3357e-04) (hash(x)=17559733)
|
| 23 |
+
160 train 6.380265 (lr=6.7552e-04) (hash(x)=21295815)
|
| 24 |
+
170 train 6.263680 (lr=7.1748e-04) (hash(x)=21771608)
|
| 25 |
+
180 train 6.173135 (lr=7.5944e-04) (hash(x)=18484596)
|
| 26 |
+
190 train 6.107981 (lr=8.0140e-04) (hash(x)=18663948)
|
| 27 |
+
200 val loss 6.0161
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| 28 |
+
200 val perplexity 409.9713
|
| 29 |
+
200 train 6.030807 (lr=8.4336e-04) (hash(x)=19306031)
|
| 30 |
+
210 train 5.935819 (lr=8.8531e-04) (hash(x)=18345886)
|
| 31 |
+
220 train 5.845548 (lr=9.2727e-04) (hash(x)=18477726)
|
| 32 |
+
230 train 5.964184 (lr=9.6923e-04) (hash(x)=22315538)
|
| 33 |
+
240 train 5.683531 (lr=1.0112e-03) (hash(x)=16529598)
|
| 34 |
+
250 hella 0.2373
|
| 35 |
+
250 train 5.757539 (lr=1.0531e-03) (hash(x)=23415380)
|
| 36 |
+
260 train 5.635059 (lr=1.0951e-03) (hash(x)=21452526)
|
| 37 |
+
270 train 5.569476 (lr=1.1371e-03) (hash(x)=16964237)
|
| 38 |
+
280 train 5.492113 (lr=1.1790e-03) (hash(x)=20851273)
|
| 39 |
+
290 train 5.413841 (lr=1.2210e-03) (hash(x)=14094390)
|
| 40 |
+
300 val loss 5.5530
|
| 41 |
+
300 val perplexity 258.0229
|
| 42 |
+
300 train 5.291895 (lr=1.2629e-03) (hash(x)=21184674)
|
| 43 |
+
310 train 5.216586 (lr=1.3049e-03) (hash(x)=18777755)
|
| 44 |
+
320 train 5.306726 (lr=1.3469e-03) (hash(x)=23869658)
|
| 45 |
+
330 train 5.442816 (lr=1.3888e-03) (hash(x)=18147471)
|
| 46 |
+
340 train 5.530676 (lr=1.4308e-03) (hash(x)=19672778)
|
| 47 |
+
350 train 5.459410 (lr=1.4727e-03) (hash(x)=21868542)
|
| 48 |
+
360 train 5.388884 (lr=1.5147e-03) (hash(x)=20606890)
|
| 49 |
+
370 train 5.401573 (lr=1.5566e-03) (hash(x)=22900825)
|
| 50 |
+
380 train 5.220571 (lr=1.5986e-03) (hash(x)=20332562)
|
| 51 |
+
390 train 5.172161 (lr=1.6406e-03) (hash(x)=16917496)
|
| 52 |
+
400 val loss 5.1946
|
| 53 |
+
400 val perplexity 180.2957
|
| 54 |
+
400 train 5.176639 (lr=1.6825e-03) (hash(x)=20419326)
|
| 55 |
+
410 train 5.143091 (lr=1.7245e-03) (hash(x)=18934133)
|
| 56 |
+
420 train 5.135067 (lr=1.7664e-03) (hash(x)=17991367)
|
| 57 |
+
430 train 5.174849 (lr=1.8084e-03) (hash(x)=17769433)
|
| 58 |
+
440 train 5.057160 (lr=1.8503e-03) (hash(x)=21720430)
|
| 59 |
+
450 train 5.048849 (lr=1.8923e-03) (hash(x)=14866747)
|
| 60 |
+
460 train 4.937974 (lr=1.9343e-03) (hash(x)=22009033)
|
| 61 |
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470 train 4.716234 (lr=1.9762e-03) (hash(x)=19327881)
|
| 62 |
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480 train 4.833192 (lr=2.0182e-03) (hash(x)=19973633)
|
| 63 |
+
490 train 4.643585 (lr=2.0601e-03) (hash(x)=20294459)
|
| 64 |
+
500 val loss 4.9364
|
| 65 |
+
500 val perplexity 139.2708
|
| 66 |
+
500 hella 0.2436
|
| 67 |
+
500 train 4.715189 (lr=2.1021e-03) (hash(x)=16902401)
|
| 68 |
+
510 train 4.803075 (lr=2.1441e-03) (hash(x)=20028937)
|
| 69 |
+
520 train 4.909203 (lr=2.1860e-03) (hash(x)=18001903)
|
| 70 |
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530 train 5.032224 (lr=2.2280e-03) (hash(x)=21435244)
|
| 71 |
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540 train 4.921810 (lr=2.2699e-03) (hash(x)=16973801)
|
| 72 |
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550 train 4.810783 (lr=2.3119e-03) (hash(x)=21158829)
|
| 73 |
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560 train 4.867618 (lr=2.3538e-03) (hash(x)=15382082)
|
| 74 |
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570 train 4.738836 (lr=2.3958e-03) (hash(x)=18999843)
|
| 75 |
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580 train 4.737394 (lr=2.4378e-03) (hash(x)=19873877)
|
| 76 |
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590 train 4.764744 (lr=2.4797e-03) (hash(x)=22520351)
|
| 77 |
+
600 val loss 4.7085
|
| 78 |
+
600 val perplexity 110.8844
|
| 79 |
+
600 train 4.716805 (lr=2.5217e-03) (hash(x)=18681131)
|
| 80 |
+
610 train 4.698476 (lr=2.5636e-03) (hash(x)=18401442)
|
| 81 |
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620 train 4.652364 (lr=2.6056e-03) (hash(x)=21171777)
|
| 82 |
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630 train 4.557408 (lr=2.6476e-03) (hash(x)=20257940)
|
| 83 |
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640 train 4.546805 (lr=2.6895e-03) (hash(x)=21673710)
|
| 84 |
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650 train 4.474213 (lr=2.7315e-03) (hash(x)=16969297)
|
| 85 |
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660 train 4.409350 (lr=2.7734e-03) (hash(x)=18464518)
|
| 86 |
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670 train 4.397645 (lr=2.8154e-03) (hash(x)=17196302)
|
| 87 |
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680 train 4.306871 (lr=2.8573e-03) (hash(x)=18376792)
|
| 88 |
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690 train 4.307056 (lr=2.8993e-03) (hash(x)=17928860)
|
| 89 |
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700 val loss 4.5629
|
| 90 |
+
700 val perplexity 95.8567
|
| 91 |
+
700 train 4.290051 (lr=2.9413e-03) (hash(x)=22330314)
|
| 92 |
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710 train 4.550008 (lr=2.9832e-03) (hash(x)=17776819)
|
| 93 |
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720 train 4.576073 (lr=3.0000e-03) (hash(x)=20367943)
|
| 94 |
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730 train 4.583827 (lr=2.9999e-03) (hash(x)=20244235)
|
| 95 |
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740 train 4.511712 (lr=2.9997e-03) (hash(x)=25068819)
|
| 96 |
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750 hella 0.2529
|
| 97 |
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750 train 4.443035 (lr=2.9994e-03) (hash(x)=20552971)
|
| 98 |
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760 train 4.517786 (lr=2.9990e-03) (hash(x)=19170549)
|
| 99 |
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770 train 4.475316 (lr=2.9985e-03) (hash(x)=20863809)
|
| 100 |
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780 train 4.479465 (lr=2.9979e-03) (hash(x)=23003114)
|
| 101 |
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790 train 4.409355 (lr=2.9972e-03) (hash(x)=21939064)
|
| 102 |
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800 val loss 4.4372
|
| 103 |
+
800 val perplexity 84.5345
|
| 104 |
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800 train 4.416205 (lr=2.9964e-03) (hash(x)=19245118)
|
| 105 |
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810 train 4.300968 (lr=2.9955e-03) (hash(x)=22642355)
|
| 106 |
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820 train 4.334052 (lr=2.9945e-03) (hash(x)=23447029)
|
| 107 |
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830 train 4.371114 (lr=2.9934e-03) (hash(x)=21708229)
|
| 108 |
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840 train 4.295537 (lr=2.9922e-03) (hash(x)=18377450)
|
| 109 |
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850 train 4.315453 (lr=2.9909e-03) (hash(x)=16701034)
|
| 110 |
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860 train 4.436049 (lr=2.9896e-03) (hash(x)=21348338)
|
| 111 |
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870 train 4.390211 (lr=2.9881e-03) (hash(x)=20919606)
|
| 112 |
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880 train 4.360819 (lr=2.9865e-03) (hash(x)=22912154)
|
| 113 |
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890 train 4.305334 (lr=2.9848e-03) (hash(x)=20629816)
|
| 114 |
+
900 val loss 4.3091
|
| 115 |
+
900 val perplexity 74.3710
|
| 116 |
+
900 train 4.314568 (lr=2.9830e-03) (hash(x)=21120493)
|
| 117 |
+
910 train 4.298914 (lr=2.9811e-03) (hash(x)=19354333)
|
| 118 |
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920 train 4.320934 (lr=2.9792e-03) (hash(x)=22251784)
|
| 119 |
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930 train 4.259760 (lr=2.9771e-03) (hash(x)=17462001)
|
| 120 |
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940 train 4.215229 (lr=2.9749e-03) (hash(x)=21939624)
|
| 121 |
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950 train 4.249608 (lr=2.9726e-03) (hash(x)=20914464)
|
| 122 |
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960 train 4.252970 (lr=2.9703e-03) (hash(x)=18974331)
|
| 123 |
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970 train 4.218220 (lr=2.9678e-03) (hash(x)=21032787)
|
| 124 |
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980 train 4.185821 (lr=2.9652e-03) (hash(x)=18848940)
|
| 125 |
+
990 train 4.216349 (lr=2.9626e-03) (hash(x)=20074037)
|
| 126 |
+
1000 val loss 4.2128
|
| 127 |
+
1000 val perplexity 67.5421
|
| 128 |
+
1000 hella 0.2551
|
| 129 |
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1000 train 4.218504 (lr=2.9598e-03) (hash(x)=18791811)
|
| 130 |
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1010 train 4.403159 (lr=2.9570e-03) (hash(x)=16870030)
|
| 131 |
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1020 train 4.273075 (lr=2.9540e-03) (hash(x)=17382263)
|
| 132 |
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1030 train 4.234148 (lr=2.9510e-03) (hash(x)=19518020)
|
| 133 |
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1040 train 4.194163 (lr=2.9478e-03) (hash(x)=18479196)
|
| 134 |
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1050 train 4.202602 (lr=2.9446e-03) (hash(x)=20240434)
|
| 135 |
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1060 train 4.203744 (lr=2.9412e-03) (hash(x)=20176962)
|
| 136 |
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1070 train 4.242095 (lr=2.9378e-03) (hash(x)=22429292)
|
| 137 |
+
1080 train 4.096548 (lr=2.9343e-03) (hash(x)=20635325)
|
| 138 |
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1090 train 4.144823 (lr=2.9307e-03) (hash(x)=23524462)
|
| 139 |
+
1100 val loss 4.1340
|
| 140 |
+
1100 val perplexity 62.4247
|
| 141 |
+
1100 train 4.151881 (lr=2.9270e-03) (hash(x)=25636544)
|
| 142 |
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1110 train 4.099384 (lr=2.9231e-03) (hash(x)=21984040)
|
| 143 |
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1120 train 4.082288 (lr=2.9192e-03) (hash(x)=21955314)
|
| 144 |
+
1130 train 4.139722 (lr=2.9152e-03) (hash(x)=24632576)
|
| 145 |
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1140 train 4.128814 (lr=2.9112e-03) (hash(x)=22566911)
|
| 146 |
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1150 train 4.244548 (lr=2.9070e-03) (hash(x)=19348391)
|
| 147 |
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1160 train 4.205195 (lr=2.9027e-03) (hash(x)=13676213)
|
| 148 |
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1170 train 4.158954 (lr=2.8983e-03) (hash(x)=21126914)
|
| 149 |
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1180 train 4.092381 (lr=2.8939e-03) (hash(x)=21859315)
|
| 150 |
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1190 train 4.087869 (lr=2.8893e-03) (hash(x)=22140691)
|
| 151 |
+
1200 val loss 4.0622
|
| 152 |
+
1200 val perplexity 58.1021
|
| 153 |
+
1200 train 3.980781 (lr=2.8847e-03) (hash(x)=21010060)
|
| 154 |
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1210 train 4.058802 (lr=2.8800e-03) (hash(x)=25216648)
|
| 155 |
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1220 train 4.039080 (lr=2.8751e-03) (hash(x)=19447714)
|
| 156 |
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1230 train 3.981085 (lr=2.8702e-03) (hash(x)=20268415)
|
| 157 |
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1240 train 4.065735 (lr=2.8652e-03) (hash(x)=21742969)
|
| 158 |
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1250 hella 0.2559
|
| 159 |
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1250 train 3.939541 (lr=2.8601e-03) (hash(x)=23680287)
|
| 160 |
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1260 train 4.008833 (lr=2.8550e-03) (hash(x)=21568309)
|
| 161 |
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1270 train 3.962671 (lr=2.8497e-03) (hash(x)=20176939)
|
| 162 |
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1280 train 4.015085 (lr=2.8443e-03) (hash(x)=21657918)
|
| 163 |
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1290 train 4.033816 (lr=2.8389e-03) (hash(x)=20749696)
|
| 164 |
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1300 val loss 4.0094
|
| 165 |
+
1300 val perplexity 55.1160
|
| 166 |
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1300 train 4.037321 (lr=2.8333e-03) (hash(x)=21178552)
|
| 167 |
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1310 train 4.161465 (lr=2.8277e-03) (hash(x)=24008496)
|
| 168 |
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1320 train 3.906616 (lr=2.8220e-03) (hash(x)=20529379)
|
| 169 |
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1330 train 3.991971 (lr=2.8162e-03) (hash(x)=19580783)
|
| 170 |
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1340 train 4.095247 (lr=2.8103e-03) (hash(x)=22031001)
|
| 171 |
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1350 train 3.925041 (lr=2.8044e-03) (hash(x)=19758453)
|
| 172 |
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1360 train 4.036821 (lr=2.7983e-03) (hash(x)=20524989)
|
| 173 |
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1370 train 3.907561 (lr=2.7922e-03) (hash(x)=18611857)
|
| 174 |
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1380 train 3.954591 (lr=2.7860e-03) (hash(x)=18097851)
|
| 175 |
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1390 train 4.002031 (lr=2.7797e-03) (hash(x)=18841925)
|
| 176 |
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1400 val loss 3.9848
|
| 177 |
+
1400 val perplexity 53.7742
|
| 178 |
+
1400 train 3.943006 (lr=2.7733e-03) (hash(x)=20959768)
|
| 179 |
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1410 train 4.028148 (lr=2.7668e-03) (hash(x)=18836875)
|
| 180 |
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1420 train 4.147018 (lr=2.7603e-03) (hash(x)=19657234)
|
| 181 |
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1430 train 3.908648 (lr=2.7536e-03) (hash(x)=21047683)
|
| 182 |
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1440 train 4.046302 (lr=2.7469e-03) (hash(x)=26743461)
|
| 183 |
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1450 train 3.978625 (lr=2.7401e-03) (hash(x)=22881324)
|
| 184 |
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1460 train 3.903519 (lr=2.7333e-03) (hash(x)=24194800)
|
| 185 |
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1470 train 3.972725 (lr=2.7263e-03) (hash(x)=23399930)
|
| 186 |
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1480 train 4.002349 (lr=2.7193e-03) (hash(x)=20569902)
|
| 187 |
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1490 train 3.904523 (lr=2.7121e-03) (hash(x)=18223528)
|
| 188 |
+
1500 val loss 3.9249
|
| 189 |
+
1500 val perplexity 50.6505
|
| 190 |
+
1500 hella 0.2552
|
| 191 |
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1500 train 4.010912 (lr=2.7050e-03) (hash(x)=19550097)
|
| 192 |
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1510 train 3.911723 (lr=2.6977e-03) (hash(x)=19347158)
|
| 193 |
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1520 train 3.910795 (lr=2.6903e-03) (hash(x)=16014775)
|
| 194 |
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1530 train 3.845397 (lr=2.6829e-03) (hash(x)=19187039)
|
| 195 |
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1540 train 3.909194 (lr=2.6754e-03) (hash(x)=19718445)
|
| 196 |
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1550 train 3.959482 (lr=2.6678e-03) (hash(x)=20755662)
|
| 197 |
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1560 train 3.875189 (lr=2.6602e-03) (hash(x)=20026689)
|
| 198 |
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1570 train 3.915903 (lr=2.6525e-03) (hash(x)=20481658)
|
| 199 |
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1580 train 3.900652 (lr=2.6447e-03) (hash(x)=20415281)
|
| 200 |
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1590 train 4.015817 (lr=2.6368e-03) (hash(x)=21683290)
|
| 201 |
+
1600 val loss 3.9042
|
| 202 |
+
1600 val perplexity 49.6108
|
| 203 |
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1600 train 3.985283 (lr=2.6289e-03) (hash(x)=21287292)
|
| 204 |
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1610 train 4.037378 (lr=2.6208e-03) (hash(x)=20072672)
|
| 205 |
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1620 train 3.935917 (lr=2.6128e-03) (hash(x)=15774154)
|
| 206 |
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1630 train 3.920803 (lr=2.6046e-03) (hash(x)=19253426)
|
| 207 |
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1640 train 4.008760 (lr=2.5964e-03) (hash(x)=18235717)
|
| 208 |
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1650 train 3.915377 (lr=2.5881e-03) (hash(x)=17940066)
|
| 209 |
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1660 train 3.893903 (lr=2.5797e-03) (hash(x)=20731779)
|
| 210 |
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1670 train 3.899069 (lr=2.5713e-03) (hash(x)=21326011)
|
| 211 |
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1680 train 3.726066 (lr=2.5628e-03) (hash(x)=19569086)
|
| 212 |
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1690 train 3.757754 (lr=2.5542e-03) (hash(x)=17136153)
|
| 213 |
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1700 val loss 3.8939
|
| 214 |
+
1700 val perplexity 49.1006
|
| 215 |
+
1700 train 3.965099 (lr=2.5455e-03) (hash(x)=24947450)
|
| 216 |
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1710 train 3.911438 (lr=2.5368e-03) (hash(x)=20835959)
|
| 217 |
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1720 train 3.939639 (lr=2.5281e-03) (hash(x)=19803138)
|
| 218 |
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1730 train 3.910770 (lr=2.5192e-03) (hash(x)=23602127)
|
| 219 |
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1740 train 3.940384 (lr=2.5103e-03) (hash(x)=21588728)
|
| 220 |
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1750 hella 0.2593
|
| 221 |
+
1750 train 3.916091 (lr=2.5014e-03) (hash(x)=22545660)
|
| 222 |
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1760 train 3.919755 (lr=2.4924e-03) (hash(x)=22464423)
|
| 223 |
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1770 train 3.786340 (lr=2.4833e-03) (hash(x)=22560125)
|
| 224 |
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1780 train 3.880801 (lr=2.4741e-03) (hash(x)=20628381)
|
| 225 |
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1790 train 3.891113 (lr=2.4649e-03) (hash(x)=19928492)
|
| 226 |
+
1800 val loss 3.8497
|
| 227 |
+
1800 val perplexity 46.9769
|
| 228 |
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1800 train 3.887508 (lr=2.4556e-03) (hash(x)=19855177)
|
| 229 |
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1810 train 3.847162 (lr=2.4463e-03) (hash(x)=17417243)
|
| 230 |
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1820 train 3.684553 (lr=2.4369e-03) (hash(x)=20821803)
|
| 231 |
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1830 train 3.804548 (lr=2.4275e-03) (hash(x)=24879137)
|
| 232 |
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1840 train 3.773486 (lr=2.4180e-03) (hash(x)=20844335)
|
| 233 |
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1850 train 3.799809 (lr=2.4084e-03) (hash(x)=18445411)
|
| 234 |
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1860 train 3.922415 (lr=2.3988e-03) (hash(x)=22194917)
|
| 235 |
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1870 train 3.946603 (lr=2.3891e-03) (hash(x)=21291954)
|
| 236 |
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1880 train 3.774179 (lr=2.3794e-03) (hash(x)=18252425)
|
| 237 |
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1890 train 3.879178 (lr=2.3696e-03) (hash(x)=17424764)
|
| 238 |
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1900 val loss 3.8165
|
| 239 |
+
1900 val perplexity 45.4429
|
| 240 |
+
1900 train 3.794292 (lr=2.3598e-03) (hash(x)=19759252)
|
| 241 |
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1910 train 3.750073 (lr=2.3499e-03) (hash(x)=17053540)
|
| 242 |
+
1920 train 3.845832 (lr=2.3400e-03) (hash(x)=20059888)
|
| 243 |
+
1930 train 3.696641 (lr=2.3300e-03) (hash(x)=18717513)
|
| 244 |
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1940 train 3.795851 (lr=2.3200e-03) (hash(x)=21252145)
|
| 245 |
+
1950 train 3.784882 (lr=2.3099e-03) (hash(x)=17166480)
|
| 246 |
+
1960 train 3.677624 (lr=2.2998e-03) (hash(x)=19791836)
|
| 247 |
+
1970 train 3.829844 (lr=2.2896e-03) (hash(x)=20908476)
|
| 248 |
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1980 train 3.783902 (lr=2.2793e-03) (hash(x)=17252455)
|
| 249 |
+
1990 train 3.781673 (lr=2.2691e-03) (hash(x)=19187120)
|
| 250 |
+
2000 val loss 3.7888
|
| 251 |
+
2000 val perplexity 44.2033
|
| 252 |
+
2000 hella 0.2581
|
| 253 |
+
2000 train 3.809163 (lr=2.2588e-03) (hash(x)=20996686)
|
| 254 |
+
2010 train 3.816309 (lr=2.2484e-03) (hash(x)=22420273)
|
| 255 |
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2020 train 3.809387 (lr=2.2380e-03) (hash(x)=21035175)
|
| 256 |
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2030 train 3.846608 (lr=2.2275e-03) (hash(x)=21464100)
|
| 257 |
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2040 train 3.883058 (lr=2.2170e-03) (hash(x)=19332299)
|
| 258 |
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2050 train 3.764585 (lr=2.2065e-03) (hash(x)=16978105)
|
| 259 |
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2060 train 3.978534 (lr=2.1959e-03) (hash(x)=17517702)
|
| 260 |
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2070 train 3.801072 (lr=2.1853e-03) (hash(x)=19999968)
|
| 261 |
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2080 train 3.820160 (lr=2.1746e-03) (hash(x)=17974202)
|
| 262 |
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2090 train 3.657433 (lr=2.1639e-03) (hash(x)=18093857)
|
| 263 |
+
2100 val loss 3.7628
|
| 264 |
+
2100 val perplexity 43.0687
|
| 265 |
+
2100 train 3.713160 (lr=2.1532e-03) (hash(x)=18025348)
|
| 266 |
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2110 train 3.767216 (lr=2.1424e-03) (hash(x)=18562385)
|
| 267 |
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2120 train 3.712117 (lr=2.1316e-03) (hash(x)=21660073)
|
| 268 |
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2130 train 3.833205 (lr=2.1208e-03) (hash(x)=23688255)
|
| 269 |
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2140 train 3.897418 (lr=2.1099e-03) (hash(x)=22201770)
|
| 270 |
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2150 train 3.812457 (lr=2.0990e-03) (hash(x)=19338752)
|
| 271 |
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2160 train 3.803999 (lr=2.0881e-03) (hash(x)=15027506)
|
| 272 |
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2170 train 3.791102 (lr=2.0771e-03) (hash(x)=16328757)
|
| 273 |
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2180 train 3.793593 (lr=2.0661e-03) (hash(x)=25769566)
|
| 274 |
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2190 train 3.802301 (lr=2.0550e-03) (hash(x)=21688947)
|
| 275 |
+
2200 val loss 3.7389
|
| 276 |
+
2200 val perplexity 42.0530
|
| 277 |
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2200 train 3.797144 (lr=2.0440e-03) (hash(x)=15500010)
|
| 278 |
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2210 train 3.744592 (lr=2.0329e-03) (hash(x)=17836120)
|
| 279 |
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2220 train 3.726095 (lr=2.0217e-03) (hash(x)=19443168)
|
| 280 |
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2230 train 3.653496 (lr=2.0106e-03) (hash(x)=17297013)
|
| 281 |
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2240 train 3.705349 (lr=1.9994e-03) (hash(x)=18650030)
|
| 282 |
+
2250 hella 0.2592
|
| 283 |
+
2250 train 3.670219 (lr=1.9882e-03) (hash(x)=15805613)
|
| 284 |
+
2260 train 3.640531 (lr=1.9770e-03) (hash(x)=19942534)
|
| 285 |
+
2270 train 3.664959 (lr=1.9657e-03) (hash(x)=22599430)
|
| 286 |
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2280 train 3.907164 (lr=1.9544e-03) (hash(x)=22218719)
|
| 287 |
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2290 train 3.800501 (lr=1.9431e-03) (hash(x)=19342048)
|
| 288 |
+
2300 val loss 3.7122
|
| 289 |
+
2300 val perplexity 40.9417
|
| 290 |
+
2300 train 3.689382 (lr=1.9318e-03) (hash(x)=18810407)
|
| 291 |
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2310 train 3.765856 (lr=1.9205e-03) (hash(x)=22073167)
|
| 292 |
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2320 train 3.813697 (lr=1.9091e-03) (hash(x)=20883748)
|
| 293 |
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2330 train 3.626693 (lr=1.8977e-03) (hash(x)=15010975)
|
| 294 |
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2340 train 3.780587 (lr=1.8863e-03) (hash(x)=17153145)
|
| 295 |
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2350 train 3.683106 (lr=1.8749e-03) (hash(x)=25451452)
|
| 296 |
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2360 train 3.771251 (lr=1.8635e-03) (hash(x)=19036737)
|
| 297 |
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2370 train 3.829806 (lr=1.8520e-03) (hash(x)=18582711)
|
| 298 |
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2380 train 3.714626 (lr=1.8406e-03) (hash(x)=22311667)
|
| 299 |
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2390 train 3.775706 (lr=1.8291e-03) (hash(x)=23289834)
|
| 300 |
+
2400 val loss 3.6957
|
| 301 |
+
2400 val perplexity 40.2726
|
| 302 |
+
2400 train 3.642202 (lr=1.8176e-03) (hash(x)=19343835)
|
| 303 |
+
2410 train 3.524602 (lr=1.8061e-03) (hash(x)=19070868)
|
| 304 |
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2420 train 3.655092 (lr=1.7946e-03) (hash(x)=21492358)
|
| 305 |
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2430 train 3.570527 (lr=1.7830e-03) (hash(x)=21355438)
|
| 306 |
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2440 train 3.606427 (lr=1.7715e-03) (hash(x)=18688923)
|
| 307 |
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2450 train 3.442408 (lr=1.7600e-03) (hash(x)=18655016)
|
| 308 |
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2460 train 3.461106 (lr=1.7484e-03) (hash(x)=23966823)
|
| 309 |
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2470 train 3.411725 (lr=1.7368e-03) (hash(x)=19789602)
|
| 310 |
+
2480 train 3.781631 (lr=1.7253e-03) (hash(x)=18904369)
|
| 311 |
+
2490 train 3.764980 (lr=1.7137e-03) (hash(x)=18638893)
|
| 312 |
+
2500 val loss 3.6709
|
| 313 |
+
2500 val perplexity 39.2853
|
| 314 |
+
2500 hella 0.2626
|
| 315 |
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2500 train 3.677963 (lr=1.7021e-03) (hash(x)=16815212)
|
| 316 |
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2510 train 3.645617 (lr=1.6906e-03) (hash(x)=24781988)
|
| 317 |
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2520 train 3.738268 (lr=1.6790e-03) (hash(x)=18249583)
|
| 318 |
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2530 train 3.706584 (lr=1.6674e-03) (hash(x)=18203346)
|
| 319 |
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2540 train 3.711443 (lr=1.6558e-03) (hash(x)=19029376)
|
| 320 |
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2550 train 3.685614 (lr=1.6442e-03) (hash(x)=21525059)
|
| 321 |
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2560 train 3.641724 (lr=1.6326e-03) (hash(x)=21419471)
|
| 322 |
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2570 train 3.693417 (lr=1.6210e-03) (hash(x)=19425528)
|
| 323 |
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2580 train 3.700129 (lr=1.6094e-03) (hash(x)=16653977)
|
| 324 |
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2590 train 3.637043 (lr=1.5979e-03) (hash(x)=23372914)
|
| 325 |
+
2600 val loss 3.6501
|
| 326 |
+
2600 val perplexity 38.4783
|
| 327 |
+
2600 train 3.622185 (lr=1.5863e-03) (hash(x)=15676604)
|
| 328 |
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2610 train 3.610930 (lr=1.5747e-03) (hash(x)=24943464)
|
| 329 |
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2620 train 3.466457 (lr=1.5632e-03) (hash(x)=18637598)
|
| 330 |
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2630 train 3.427714 (lr=1.5516e-03) (hash(x)=20671881)
|
| 331 |
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2640 train 3.477704 (lr=1.5400e-03) (hash(x)=21040846)
|
| 332 |
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2650 train 3.521778 (lr=1.5285e-03) (hash(x)=22880651)
|
| 333 |
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2660 train 3.635480 (lr=1.5170e-03) (hash(x)=18865768)
|
| 334 |
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2670 train 3.781554 (lr=1.5054e-03) (hash(x)=21044077)
|
| 335 |
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2680 train 3.679523 (lr=1.4939e-03) (hash(x)=20980745)
|
| 336 |
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2690 train 3.650767 (lr=1.4824e-03) (hash(x)=19495821)
|
| 337 |
+
2700 val loss 3.6356
|
| 338 |
+
2700 val perplexity 37.9258
|
| 339 |
+
2700 train 3.784041 (lr=1.4709e-03) (hash(x)=24282313)
|
| 340 |
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2710 train 3.795693 (lr=1.4594e-03) (hash(x)=16434484)
|
| 341 |
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2720 train 3.639343 (lr=1.4480e-03) (hash(x)=19401384)
|
| 342 |
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2730 train 3.550261 (lr=1.4365e-03) (hash(x)=29013935)
|
| 343 |
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2740 train 3.524159 (lr=1.4251e-03) (hash(x)=20089946)
|
| 344 |
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2750 hella 0.2614
|
| 345 |
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2750 train 3.667238 (lr=1.4137e-03) (hash(x)=19869457)
|
| 346 |
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2760 train 3.573303 (lr=1.4023e-03) (hash(x)=16709635)
|
| 347 |
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2770 train 3.574625 (lr=1.3909e-03) (hash(x)=22743096)
|
| 348 |
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2780 train 3.582023 (lr=1.3795e-03) (hash(x)=21850887)
|
| 349 |
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2790 train 3.556627 (lr=1.3682e-03) (hash(x)=21898297)
|
| 350 |
+
2800 val loss 3.6142
|
| 351 |
+
2800 val perplexity 37.1210
|
| 352 |
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2800 train 3.426553 (lr=1.3569e-03) (hash(x)=21413897)
|
| 353 |
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2810 train 3.432942 (lr=1.3456e-03) (hash(x)=19920845)
|
| 354 |
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2820 train 3.422929 (lr=1.3343e-03) (hash(x)=24043370)
|
| 355 |
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2830 train 3.505284 (lr=1.3230e-03) (hash(x)=18524290)
|
| 356 |
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2840 train 3.442033 (lr=1.3118e-03) (hash(x)=19600591)
|
| 357 |
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2850 train 3.619254 (lr=1.3006e-03) (hash(x)=21409231)
|
| 358 |
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2860 train 3.524700 (lr=1.2894e-03) (hash(x)=22752705)
|
| 359 |
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2870 train 3.729748 (lr=1.2783e-03) (hash(x)=19111240)
|
| 360 |
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2880 train 3.697179 (lr=1.2671e-03) (hash(x)=19723832)
|
| 361 |
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2890 train 3.505703 (lr=1.2560e-03) (hash(x)=20931007)
|
| 362 |
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2900 val loss 3.5922
|
| 363 |
+
2900 val perplexity 36.3121
|
| 364 |
+
2900 train 3.595237 (lr=1.2450e-03) (hash(x)=18157571)
|
| 365 |
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2910 train 3.790048 (lr=1.2339e-03) (hash(x)=15451342)
|
| 366 |
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2920 train 3.662879 (lr=1.2229e-03) (hash(x)=20840624)
|
| 367 |
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2930 train 3.688430 (lr=1.2119e-03) (hash(x)=20592314)
|
| 368 |
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2940 train 3.571819 (lr=1.2010e-03) (hash(x)=18543854)
|
| 369 |
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2950 train 3.571194 (lr=1.1901e-03) (hash(x)=18949144)
|
| 370 |
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2960 train 3.538235 (lr=1.1792e-03) (hash(x)=21711836)
|
| 371 |
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2970 train 3.523090 (lr=1.1684e-03) (hash(x)=22932108)
|
| 372 |
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2980 train 3.564298 (lr=1.1576e-03) (hash(x)=21153871)
|
| 373 |
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2990 train 3.474662 (lr=1.1468e-03) (hash(x)=20821229)
|
| 374 |
+
3000 val loss 3.5825
|
| 375 |
+
3000 val perplexity 35.9645
|
| 376 |
+
3000 hella 0.2627
|
| 377 |
+
3000 train 3.463393 (lr=1.1361e-03) (hash(x)=20308294)
|
| 378 |
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3010 train 3.351888 (lr=1.1254e-03) (hash(x)=15568285)
|
| 379 |
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3020 train 3.405984 (lr=1.1147e-03) (hash(x)=25333743)
|
| 380 |
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3030 train 3.681246 (lr=1.1041e-03) (hash(x)=21412609)
|
| 381 |
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3040 train 3.615896 (lr=1.0935e-03) (hash(x)=20306459)
|
| 382 |
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3050 train 3.635711 (lr=1.0830e-03) (hash(x)=22401325)
|
| 383 |
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3060 train 3.773898 (lr=1.0725e-03) (hash(x)=17461443)
|
| 384 |
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3070 train 3.552634 (lr=1.0620e-03) (hash(x)=21060753)
|
| 385 |
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3080 train 3.600529 (lr=1.0516e-03) (hash(x)=18276937)
|
| 386 |
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3090 train 3.655093 (lr=1.0412e-03) (hash(x)=22919536)
|
| 387 |
+
3100 val loss 3.5567
|
| 388 |
+
3100 val perplexity 35.0490
|
| 389 |
+
3100 train 3.529400 (lr=1.0309e-03) (hash(x)=22068258)
|
| 390 |
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3110 train 3.564298 (lr=1.0207e-03) (hash(x)=22238174)
|
| 391 |
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3120 train 3.425045 (lr=1.0104e-03) (hash(x)=19841337)
|
| 392 |
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3130 train 3.443511 (lr=1.0002e-03) (hash(x)=18274815)
|
| 393 |
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3140 train 3.541112 (lr=9.9011e-04) (hash(x)=22162670)
|
| 394 |
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3150 train 3.570258 (lr=9.8002e-04) (hash(x)=22571495)
|
| 395 |
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3160 train 3.589495 (lr=9.6999e-04) (hash(x)=22642982)
|
| 396 |
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3170 train 3.602682 (lr=9.6000e-04) (hash(x)=20033229)
|
| 397 |
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3180 train 3.634431 (lr=9.5007e-04) (hash(x)=19437509)
|
| 398 |
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3190 train 3.647551 (lr=9.4019e-04) (hash(x)=16783200)
|
| 399 |
+
3200 val loss 3.5356
|
| 400 |
+
3200 val perplexity 34.3142
|
| 401 |
+
3200 train 3.592581 (lr=9.3036e-04) (hash(x)=24078985)
|
| 402 |
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3210 train 3.547417 (lr=9.2058e-04) (hash(x)=17215036)
|
| 403 |
+
3220 train 3.602121 (lr=9.1085e-04) (hash(x)=20834133)
|
| 404 |
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3230 train 3.657752 (lr=9.0118e-04) (hash(x)=22319183)
|
| 405 |
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3240 train 3.633161 (lr=8.9157e-04) (hash(x)=18488174)
|
| 406 |
+
3250 hella 0.2690
|
| 407 |
+
3250 train 3.545851 (lr=8.8201e-04) (hash(x)=18309688)
|
| 408 |
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3260 train 3.566008 (lr=8.7251e-04) (hash(x)=22420069)
|
| 409 |
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3270 train 3.537403 (lr=8.6307e-04) (hash(x)=20198122)
|
| 410 |
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3280 train 3.503084 (lr=8.5368e-04) (hash(x)=19296839)
|
| 411 |
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3290 train 3.628686 (lr=8.4435e-04) (hash(x)=18856940)
|
| 412 |
+
3300 val loss 3.5260
|
| 413 |
+
3300 val perplexity 33.9888
|
| 414 |
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3300 train 3.431882 (lr=8.3508e-04) (hash(x)=18860544)
|
| 415 |
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3310 train 3.451003 (lr=8.2588e-04) (hash(x)=18540569)
|
| 416 |
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3320 train 3.574539 (lr=8.1673e-04) (hash(x)=19524980)
|
| 417 |
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3330 train 3.281809 (lr=8.0764e-04) (hash(x)=20135353)
|
| 418 |
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3340 train 3.459189 (lr=7.9862e-04) (hash(x)=18231276)
|
| 419 |
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3350 train 3.550223 (lr=7.8966e-04) (hash(x)=21460655)
|
| 420 |
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3360 train 3.565194 (lr=7.8076e-04) (hash(x)=21427500)
|
| 421 |
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3370 train 3.505524 (lr=7.7192e-04) (hash(x)=20983682)
|
| 422 |
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3380 train 3.594760 (lr=7.6315e-04) (hash(x)=19255896)
|
| 423 |
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3390 train 3.725132 (lr=7.5445e-04) (hash(x)=22402624)
|
| 424 |
+
3400 val loss 3.5038
|
| 425 |
+
3400 val perplexity 33.2431
|
| 426 |
+
3400 train 3.624521 (lr=7.4581e-04) (hash(x)=18912715)
|
| 427 |
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3410 train 3.618701 (lr=7.3724e-04) (hash(x)=21257398)
|
| 428 |
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3420 train 3.602520 (lr=7.2874e-04) (hash(x)=21948097)
|
| 429 |
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3430 train 3.720470 (lr=7.2030e-04) (hash(x)=20347030)
|
| 430 |
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3440 train 3.513278 (lr=7.1193e-04) (hash(x)=21481378)
|
| 431 |
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3450 train 3.516587 (lr=7.0363e-04) (hash(x)=17546482)
|
| 432 |
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3460 train 3.578621 (lr=6.9541e-04) (hash(x)=18550105)
|
| 433 |
+
3470 train 3.547701 (lr=6.8725e-04) (hash(x)=24547129)
|
| 434 |
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3480 train 3.493554 (lr=6.7916e-04) (hash(x)=20098288)
|
| 435 |
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3490 train 3.362492 (lr=6.7114e-04) (hash(x)=21452276)
|
| 436 |
+
3500 val loss 3.4940
|
| 437 |
+
3500 val perplexity 32.9165
|
| 438 |
+
3500 hella 0.2686
|
| 439 |
+
3500 train 3.302525 (lr=6.6320e-04) (hash(x)=23225933)
|
| 440 |
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3510 train 3.475160 (lr=6.5533e-04) (hash(x)=21071905)
|
| 441 |
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3520 train 3.332405 (lr=6.4753e-04) (hash(x)=16906922)
|
| 442 |
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3530 train 3.614205 (lr=6.3981e-04) (hash(x)=21899151)
|
| 443 |
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3540 train 3.587941 (lr=6.3216e-04) (hash(x)=23041756)
|
| 444 |
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3550 train 3.625654 (lr=6.2458e-04) (hash(x)=21732674)
|
| 445 |
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3560 train 3.547221 (lr=6.1708e-04) (hash(x)=18473192)
|
| 446 |
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3570 train 3.582204 (lr=6.0966e-04) (hash(x)=14969150)
|
| 447 |
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3580 train 3.533232 (lr=6.0231e-04) (hash(x)=24237738)
|
| 448 |
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3590 train 3.454076 (lr=5.9504e-04) (hash(x)=17182881)
|
| 449 |
+
3600 val loss 3.4753
|
| 450 |
+
3600 val perplexity 32.3063
|
| 451 |
+
3600 train 3.487626 (lr=5.8785e-04) (hash(x)=21408499)
|
| 452 |
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3610 train 3.464456 (lr=5.8074e-04) (hash(x)=20004592)
|
| 453 |
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3620 train 3.548187 (lr=5.7370e-04) (hash(x)=19807690)
|
| 454 |
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3630 train 3.474211 (lr=5.6675e-04) (hash(x)=15802211)
|
| 455 |
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3640 train 3.497968 (lr=5.5987e-04) (hash(x)=17076697)
|
| 456 |
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3650 train 3.552903 (lr=5.5308e-04) (hash(x)=18190785)
|
| 457 |
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3660 train 3.353206 (lr=5.4636e-04) (hash(x)=19759253)
|
| 458 |
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3670 train 3.416229 (lr=5.3973e-04) (hash(x)=17023532)
|
| 459 |
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3680 train 3.299654 (lr=5.3318e-04) (hash(x)=17433843)
|
| 460 |
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3690 train 3.293876 (lr=5.2671e-04) (hash(x)=18793933)
|
| 461 |
+
3700 val loss 3.4717
|
| 462 |
+
3700 val perplexity 32.1910
|
| 463 |
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3700 train 3.406243 (lr=5.2033e-04) (hash(x)=17153326)
|
| 464 |
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3710 train 3.582510 (lr=5.1402e-04) (hash(x)=18663421)
|
| 465 |
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3720 train 3.506999 (lr=5.0780e-04) (hash(x)=18726507)
|
| 466 |
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3730 train 3.490976 (lr=5.0167e-04) (hash(x)=21535668)
|
| 467 |
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3740 train 3.680925 (lr=4.9562e-04) (hash(x)=23817997)
|
| 468 |
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3750 hella 0.2678
|
| 469 |
+
3750 train 3.519819 (lr=4.8965e-04) (hash(x)=16956634)
|
| 470 |
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3760 train 3.579991 (lr=4.8377e-04) (hash(x)=19896983)
|
| 471 |
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3770 train 3.560576 (lr=4.7798e-04) (hash(x)=20117113)
|
| 472 |
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3780 train 3.512990 (lr=4.7227e-04) (hash(x)=15844634)
|
| 473 |
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3790 train 3.584323 (lr=4.6665e-04) (hash(x)=20319750)
|
| 474 |
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3800 val loss 3.4547
|
| 475 |
+
3800 val perplexity 31.6482
|
| 476 |
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3800 train 3.458460 (lr=4.6112e-04) (hash(x)=20435350)
|
| 477 |
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3810 train 3.475613 (lr=4.5567e-04) (hash(x)=20641047)
|
| 478 |
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3820 train 3.548797 (lr=4.5031e-04) (hash(x)=18297741)
|
| 479 |
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3830 train 3.457429 (lr=4.4504e-04) (hash(x)=17763890)
|
| 480 |
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3840 train 3.441227 (lr=4.3986e-04) (hash(x)=23487198)
|
| 481 |
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3850 train 3.415822 (lr=4.3477e-04) (hash(x)=21778602)
|
| 482 |
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3860 train 3.435321 (lr=4.2977e-04) (hash(x)=20416853)
|
| 483 |
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3870 train 3.343040 (lr=4.2486e-04) (hash(x)=20694619)
|
| 484 |
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3880 train 3.410389 (lr=4.2004e-04) (hash(x)=20581652)
|
| 485 |
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3890 train 3.486655 (lr=4.1530e-04) (hash(x)=24613563)
|
| 486 |
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3900 val loss 3.4445
|
| 487 |
+
3900 val perplexity 31.3279
|
| 488 |
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3900 train 3.467824 (lr=4.1066e-04) (hash(x)=19662796)
|
| 489 |
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3910 train 3.429292 (lr=4.0611e-04) (hash(x)=23741407)
|
| 490 |
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3920 train 3.474887 (lr=4.0166e-04) (hash(x)=23031285)
|
| 491 |
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3930 train 3.504488 (lr=3.9729e-04) (hash(x)=23239084)
|
| 492 |
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3940 train 3.417205 (lr=3.9302e-04) (hash(x)=19296933)
|
| 493 |
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3950 train 3.429668 (lr=3.8884e-04) (hash(x)=20099740)
|
| 494 |
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3960 train 3.495861 (lr=3.8475e-04) (hash(x)=22043697)
|
| 495 |
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3970 train 3.466209 (lr=3.8076e-04) (hash(x)=27563931)
|
| 496 |
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3980 train 3.515629 (lr=3.7685e-04) (hash(x)=21251196)
|
| 497 |
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3990 train 3.331549 (lr=3.7305e-04) (hash(x)=22898068)
|
| 498 |
+
4000 val loss 3.4355
|
| 499 |
+
4000 val perplexity 31.0483
|
| 500 |
+
4000 hella 0.2701
|
| 501 |
+
4000 train 3.414343 (lr=3.6933e-04) (hash(x)=19449887)
|
| 502 |
+
4010 train 3.422464 (lr=3.6572e-04) (hash(x)=21147640)
|
| 503 |
+
4020 train 3.340760 (lr=3.6219e-04) (hash(x)=19826876)
|
| 504 |
+
4030 train 3.463510 (lr=3.5876e-04) (hash(x)=23648072)
|
| 505 |
+
4040 train 3.431231 (lr=3.5543e-04) (hash(x)=21568106)
|
| 506 |
+
4050 train 3.409551 (lr=3.5219e-04) (hash(x)=28260637)
|
| 507 |
+
4060 train 3.438189 (lr=3.4905e-04) (hash(x)=20127545)
|
| 508 |
+
4070 train 3.409829 (lr=3.4600e-04) (hash(x)=20608325)
|
| 509 |
+
4080 train 3.570535 (lr=3.4305e-04) (hash(x)=22853386)
|
| 510 |
+
4090 train 3.444888 (lr=3.4019e-04) (hash(x)=21675157)
|
| 511 |
+
4100 val loss 3.4235
|
| 512 |
+
4100 val perplexity 30.6759
|
| 513 |
+
4100 train 3.482122 (lr=3.3744e-04) (hash(x)=17377009)
|
| 514 |
+
4110 train 3.453781 (lr=3.3477e-04) (hash(x)=22277706)
|
| 515 |
+
4120 train 3.486611 (lr=3.3221e-04) (hash(x)=19781296)
|
| 516 |
+
4130 train 3.475175 (lr=3.2974e-04) (hash(x)=14644070)
|
| 517 |
+
4140 train 3.424639 (lr=3.2737e-04) (hash(x)=17324623)
|
| 518 |
+
4150 train 3.437369 (lr=3.2510e-04) (hash(x)=18640674)
|
| 519 |
+
4160 train 3.353453 (lr=3.2292e-04) (hash(x)=20754523)
|
| 520 |
+
4170 train 3.326515 (lr=3.2085e-04) (hash(x)=22334132)
|
| 521 |
+
4180 train 3.443686 (lr=3.1887e-04) (hash(x)=21104828)
|
| 522 |
+
4190 train 3.459284 (lr=3.1699e-04) (hash(x)=19725849)
|
| 523 |
+
4200 val loss 3.4176
|
| 524 |
+
4200 val perplexity 30.4971
|
| 525 |
+
4200 train 3.525785 (lr=3.1520e-04) (hash(x)=24693657)
|
| 526 |
+
4210 train 3.409193 (lr=3.1352e-04) (hash(x)=20148669)
|
| 527 |
+
4220 train 3.416435 (lr=3.1193e-04) (hash(x)=26860969)
|
| 528 |
+
4230 train 3.460933 (lr=3.1044e-04) (hash(x)=20146192)
|
| 529 |
+
4240 train 3.454537 (lr=3.0905e-04) (hash(x)=15710025)
|
| 530 |
+
4250 hella 0.2726
|
| 531 |
+
4250 train 3.482637 (lr=3.0776e-04) (hash(x)=16513041)
|
| 532 |
+
4260 train 3.473302 (lr=3.0657e-04) (hash(x)=17073880)
|
| 533 |
+
4270 train 3.387614 (lr=3.0548e-04) (hash(x)=21596384)
|
| 534 |
+
4280 train 3.440558 (lr=3.0449e-04) (hash(x)=18548369)
|
| 535 |
+
4290 train 3.336237 (lr=3.0359e-04) (hash(x)=20524519)
|
| 536 |
+
4300 val loss 3.4155
|
| 537 |
+
4300 val perplexity 30.4332
|
| 538 |
+
4300 train 3.399367 (lr=3.0280e-04) (hash(x)=20906140)
|
| 539 |
+
4310 train 3.356909 (lr=3.0210e-04) (hash(x)=21519922)
|
| 540 |
+
4320 train 3.414329 (lr=3.0150e-04) (hash(x)=20493589)
|
| 541 |
+
4330 train 3.488982 (lr=3.0101e-04) (hash(x)=18964922)
|
| 542 |
+
4340 train 3.380080 (lr=3.0061e-04) (hash(x)=20832448)
|
| 543 |
+
4350 train 3.395803 (lr=3.0031e-04) (hash(x)=18631764)
|
| 544 |
+
4360 train 3.423201 (lr=3.0011e-04) (hash(x)=19542477)
|
| 545 |
+
4370 train 3.470346 (lr=3.0001e-04) (hash(x)=17072278)
|
| 546 |
+
4374 val loss 3.4086
|
| 547 |
+
4374 val perplexity 30.2243
|
| 548 |
+
4374 hella 0.2703
|
logs/64_latent_masks_learnable/learnable_no_compile_seed_1339/model_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f68406479ee916a1586d6b0e870baf9001abd1a11f514e07f98d11de6a9cc606
|
| 3 |
+
size 555248882
|
logs/64_latent_masks_learnable/learnable_no_compile_seed_1339/optimizer_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4074aac98cedb3656da0a923d463fa938a0d770da8d698484491e54e29507da6
|
| 3 |
+
size 1009847862
|