Upload folder using huggingface_hub
Browse files- logs/64_no_heads_comparison/no_heads_fixed_seed_1340/args.json +1 -0
- logs/64_no_heads_comparison/no_heads_fixed_seed_1340/dataloader_04374.pt +3 -0
- logs/64_no_heads_comparison/no_heads_fixed_seed_1340/log2.txt +548 -0
- logs/64_no_heads_comparison/no_heads_fixed_seed_1340/model_04374.pt +3 -0
- logs/64_no_heads_comparison/no_heads_fixed_seed_1340/optimizer_04374.pt +3 -0
logs/64_no_heads_comparison/no_heads_fixed_seed_1340/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "logs/64_no_heads_comparison/no_heads_fixed_seed_1340", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 12, "n_embd": 768, "head_dim": 64, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": 4375, "warmup_steps": 250, "group": "64_no_heads_comparison", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1340, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none_with_no_head", "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": "no_heads_fixed", "latent_mask_precision": "bfloat16"}
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logs/64_no_heads_comparison/no_heads_fixed_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_no_heads_comparison/no_heads_fixed_seed_1340/log2.txt
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|
| 1 |
+
max_steps: 4375
|
| 2 |
+
0 val loss 11.0065
|
| 3 |
+
0 val perplexity 60262.1367
|
| 4 |
+
0 hella 0.2470
|
| 5 |
+
0 train 11.009340 (lr=4.1958e-06) (hash(x)=45482580)
|
| 6 |
+
10 train 9.581723 (lr=4.6154e-05) (hash(x)=38414730)
|
| 7 |
+
20 train 9.079167 (lr=8.8112e-05) (hash(x)=39783917)
|
| 8 |
+
30 train 8.402819 (lr=1.3007e-04) (hash(x)=38395733)
|
| 9 |
+
40 train 7.788047 (lr=1.7203e-04) (hash(x)=37486707)
|
| 10 |
+
50 train 7.578761 (lr=2.1399e-04) (hash(x)=39897505)
|
| 11 |
+
60 train 7.511247 (lr=2.5594e-04) (hash(x)=40933473)
|
| 12 |
+
70 train 7.458380 (lr=2.9790e-04) (hash(x)=37690746)
|
| 13 |
+
80 train 7.286757 (lr=3.3986e-04) (hash(x)=38609656)
|
| 14 |
+
90 train 7.059465 (lr=3.8182e-04) (hash(x)=38356571)
|
| 15 |
+
100 val loss 6.9778
|
| 16 |
+
100 val perplexity 1072.5913
|
| 17 |
+
100 train 6.955959 (lr=4.2378e-04) (hash(x)=35980376)
|
| 18 |
+
110 train 6.851392 (lr=4.6573e-04) (hash(x)=42011042)
|
| 19 |
+
120 train 6.751924 (lr=5.0769e-04) (hash(x)=40266823)
|
| 20 |
+
130 train 6.626120 (lr=5.4965e-04) (hash(x)=38645447)
|
| 21 |
+
140 train 6.499609 (lr=5.9161e-04) (hash(x)=36059313)
|
| 22 |
+
150 train 6.439667 (lr=6.3357e-04) (hash(x)=34161947)
|
| 23 |
+
160 train 6.304986 (lr=6.7552e-04) (hash(x)=42263375)
|
| 24 |
+
170 train 6.371306 (lr=7.1748e-04) (hash(x)=42957725)
|
| 25 |
+
180 train 6.348493 (lr=7.5944e-04) (hash(x)=40198018)
|
| 26 |
+
190 train 6.095420 (lr=8.0140e-04) (hash(x)=41666215)
|
| 27 |
+
200 val loss 6.0729
|
| 28 |
+
200 val perplexity 433.9494
|
| 29 |
+
200 train 6.038535 (lr=8.4336e-04) (hash(x)=54060482)
|
| 30 |
+
210 train 5.967739 (lr=8.8531e-04) (hash(x)=42332778)
|
| 31 |
+
220 train 5.893640 (lr=9.2727e-04) (hash(x)=39551486)
|
| 32 |
+
230 train 5.885795 (lr=9.6923e-04) (hash(x)=38462018)
|
| 33 |
+
240 train 5.930016 (lr=1.0112e-03) (hash(x)=36591442)
|
| 34 |
+
250 hella 0.2385
|
| 35 |
+
250 train 5.915637 (lr=1.0531e-03) (hash(x)=40861237)
|
| 36 |
+
260 train 5.824948 (lr=1.0951e-03) (hash(x)=41739369)
|
| 37 |
+
270 train 5.691278 (lr=1.1371e-03) (hash(x)=39415360)
|
| 38 |
+
280 train 5.673461 (lr=1.1790e-03) (hash(x)=44665934)
|
| 39 |
+
290 train 5.603696 (lr=1.2210e-03) (hash(x)=37035579)
|
| 40 |
+
300 val loss 5.5867
|
| 41 |
+
300 val perplexity 266.8459
|
| 42 |
+
300 train 5.605522 (lr=1.2629e-03) (hash(x)=38301011)
|
| 43 |
+
310 train 5.444823 (lr=1.3049e-03) (hash(x)=42850980)
|
| 44 |
+
320 train 5.500937 (lr=1.3469e-03) (hash(x)=37476222)
|
| 45 |
+
330 train 5.491557 (lr=1.3888e-03) (hash(x)=53028205)
|
| 46 |
+
340 train 5.448411 (lr=1.4308e-03) (hash(x)=41466008)
|
| 47 |
+
350 train 5.349956 (lr=1.4727e-03) (hash(x)=37802865)
|
| 48 |
+
360 train 5.278117 (lr=1.5147e-03) (hash(x)=42769282)
|
| 49 |
+
370 train 5.328260 (lr=1.5566e-03) (hash(x)=39319256)
|
| 50 |
+
380 train 5.298126 (lr=1.5986e-03) (hash(x)=42637402)
|
| 51 |
+
390 train 5.262733 (lr=1.6406e-03) (hash(x)=31141514)
|
| 52 |
+
400 val loss 5.2479
|
| 53 |
+
400 val perplexity 190.1703
|
| 54 |
+
400 train 5.320876 (lr=1.6825e-03) (hash(x)=38151157)
|
| 55 |
+
410 train 5.245185 (lr=1.7245e-03) (hash(x)=46033439)
|
| 56 |
+
420 train 5.233123 (lr=1.7664e-03) (hash(x)=41365246)
|
| 57 |
+
430 train 5.227272 (lr=1.8084e-03) (hash(x)=42369184)
|
| 58 |
+
440 train 5.213541 (lr=1.8503e-03) (hash(x)=42004840)
|
| 59 |
+
450 train 5.103063 (lr=1.8923e-03) (hash(x)=37181172)
|
| 60 |
+
460 train 5.210818 (lr=1.9343e-03) (hash(x)=31630797)
|
| 61 |
+
470 train 5.089086 (lr=1.9762e-03) (hash(x)=42135747)
|
| 62 |
+
480 train 4.987137 (lr=2.0182e-03) (hash(x)=30023651)
|
| 63 |
+
490 train 5.069733 (lr=2.0601e-03) (hash(x)=40463476)
|
| 64 |
+
500 val loss 4.9898
|
| 65 |
+
500 val perplexity 146.9140
|
| 66 |
+
500 hella 0.2462
|
| 67 |
+
500 train 4.918023 (lr=2.1021e-03) (hash(x)=37089842)
|
| 68 |
+
510 train 4.902064 (lr=2.1441e-03) (hash(x)=41095974)
|
| 69 |
+
520 train 5.001892 (lr=2.1860e-03) (hash(x)=41525258)
|
| 70 |
+
530 train 4.907029 (lr=2.2280e-03) (hash(x)=37697291)
|
| 71 |
+
540 train 4.924097 (lr=2.2699e-03) (hash(x)=43459894)
|
| 72 |
+
550 train 4.803055 (lr=2.3119e-03) (hash(x)=38993956)
|
| 73 |
+
560 train 4.838843 (lr=2.3538e-03) (hash(x)=40677277)
|
| 74 |
+
570 train 4.939715 (lr=2.3958e-03) (hash(x)=43103127)
|
| 75 |
+
580 train 4.808126 (lr=2.4378e-03) (hash(x)=41871776)
|
| 76 |
+
590 train 4.792750 (lr=2.4797e-03) (hash(x)=43230967)
|
| 77 |
+
600 val loss 4.7104
|
| 78 |
+
600 val perplexity 111.1019
|
| 79 |
+
600 train 4.738167 (lr=2.5217e-03) (hash(x)=42226172)
|
| 80 |
+
610 train 5.031847 (lr=2.5636e-03) (hash(x)=43007164)
|
| 81 |
+
620 train 4.649810 (lr=2.6056e-03) (hash(x)=35752341)
|
| 82 |
+
630 train 4.698825 (lr=2.6476e-03) (hash(x)=39453504)
|
| 83 |
+
640 train 4.647911 (lr=2.6895e-03) (hash(x)=43635712)
|
| 84 |
+
650 train 4.653344 (lr=2.7315e-03) (hash(x)=41852456)
|
| 85 |
+
660 train 4.653505 (lr=2.7734e-03) (hash(x)=49125742)
|
| 86 |
+
670 train 4.667675 (lr=2.8154e-03) (hash(x)=34886275)
|
| 87 |
+
680 train 4.771718 (lr=2.8573e-03) (hash(x)=40546482)
|
| 88 |
+
690 train 4.558925 (lr=2.8993e-03) (hash(x)=40850901)
|
| 89 |
+
700 val loss 4.5694
|
| 90 |
+
700 val perplexity 96.4820
|
| 91 |
+
700 train 4.408202 (lr=2.9413e-03) (hash(x)=37426993)
|
| 92 |
+
710 train 4.693172 (lr=2.9832e-03) (hash(x)=42679743)
|
| 93 |
+
720 train 4.505346 (lr=3.0000e-03) (hash(x)=44856043)
|
| 94 |
+
730 train 4.522933 (lr=2.9999e-03) (hash(x)=36457471)
|
| 95 |
+
740 train 4.455711 (lr=2.9997e-03) (hash(x)=47203534)
|
| 96 |
+
750 hella 0.2510
|
| 97 |
+
750 train 4.476837 (lr=2.9994e-03) (hash(x)=35585657)
|
| 98 |
+
760 train 4.373547 (lr=2.9990e-03) (hash(x)=37259264)
|
| 99 |
+
770 train 4.295173 (lr=2.9985e-03) (hash(x)=44161997)
|
| 100 |
+
780 train 4.250763 (lr=2.9979e-03) (hash(x)=41272886)
|
| 101 |
+
790 train 4.248228 (lr=2.9972e-03) (hash(x)=43303662)
|
| 102 |
+
800 val loss 4.4340
|
| 103 |
+
800 val perplexity 84.2663
|
| 104 |
+
800 train 4.114621 (lr=2.9964e-03) (hash(x)=39067231)
|
| 105 |
+
810 train 4.381565 (lr=2.9955e-03) (hash(x)=44046732)
|
| 106 |
+
820 train 4.370974 (lr=2.9945e-03) (hash(x)=39783962)
|
| 107 |
+
830 train 4.399548 (lr=2.9934e-03) (hash(x)=40973974)
|
| 108 |
+
840 train 4.410364 (lr=2.9922e-03) (hash(x)=41619968)
|
| 109 |
+
850 train 4.447038 (lr=2.9909e-03) (hash(x)=36939960)
|
| 110 |
+
860 train 4.320045 (lr=2.9896e-03) (hash(x)=42942377)
|
| 111 |
+
870 train 4.345680 (lr=2.9881e-03) (hash(x)=39659455)
|
| 112 |
+
880 train 4.336574 (lr=2.9865e-03) (hash(x)=40331986)
|
| 113 |
+
890 train 4.252926 (lr=2.9848e-03) (hash(x)=38084814)
|
| 114 |
+
900 val loss 4.2886
|
| 115 |
+
900 val perplexity 72.8652
|
| 116 |
+
900 train 4.288149 (lr=2.9830e-03) (hash(x)=30830367)
|
| 117 |
+
910 train 4.195295 (lr=2.9811e-03) (hash(x)=39664356)
|
| 118 |
+
920 train 4.200954 (lr=2.9792e-03) (hash(x)=39007775)
|
| 119 |
+
930 train 4.211157 (lr=2.9771e-03) (hash(x)=39319254)
|
| 120 |
+
940 train 4.316471 (lr=2.9749e-03) (hash(x)=36347051)
|
| 121 |
+
950 train 4.233929 (lr=2.9726e-03) (hash(x)=39243577)
|
| 122 |
+
960 train 4.218080 (lr=2.9703e-03) (hash(x)=45603839)
|
| 123 |
+
970 train 4.047125 (lr=2.9678e-03) (hash(x)=40036075)
|
| 124 |
+
980 train 4.078611 (lr=2.9652e-03) (hash(x)=43068524)
|
| 125 |
+
990 train 4.081691 (lr=2.9626e-03) (hash(x)=33798472)
|
| 126 |
+
1000 val loss 4.2392
|
| 127 |
+
1000 val perplexity 69.3515
|
| 128 |
+
1000 hella 0.2542
|
| 129 |
+
1000 train 4.457042 (lr=2.9598e-03) (hash(x)=37728665)
|
| 130 |
+
1010 train 4.299397 (lr=2.9570e-03) (hash(x)=43678636)
|
| 131 |
+
1020 train 4.301089 (lr=2.9540e-03) (hash(x)=48464376)
|
| 132 |
+
1030 train 4.298979 (lr=2.9510e-03) (hash(x)=43771461)
|
| 133 |
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1040 train 4.158914 (lr=2.9478e-03) (hash(x)=44643085)
|
| 134 |
+
1050 train 4.229629 (lr=2.9446e-03) (hash(x)=39201716)
|
| 135 |
+
1060 train 4.167096 (lr=2.9412e-03) (hash(x)=36396343)
|
| 136 |
+
1070 train 4.160240 (lr=2.9378e-03) (hash(x)=37504111)
|
| 137 |
+
1080 train 4.158034 (lr=2.9343e-03) (hash(x)=37454537)
|
| 138 |
+
1090 train 4.150430 (lr=2.9307e-03) (hash(x)=36888183)
|
| 139 |
+
1100 val loss 4.1412
|
| 140 |
+
1100 val perplexity 62.8781
|
| 141 |
+
1100 train 4.090605 (lr=2.9270e-03) (hash(x)=39549045)
|
| 142 |
+
1110 train 4.269119 (lr=2.9231e-03) (hash(x)=56818420)
|
| 143 |
+
1120 train 4.116488 (lr=2.9192e-03) (hash(x)=36573357)
|
| 144 |
+
1130 train 4.020848 (lr=2.9152e-03) (hash(x)=38540878)
|
| 145 |
+
1140 train 4.047377 (lr=2.9112e-03) (hash(x)=38645859)
|
| 146 |
+
1150 train 4.228628 (lr=2.9070e-03) (hash(x)=41972503)
|
| 147 |
+
1160 train 3.842332 (lr=2.9027e-03) (hash(x)=38151868)
|
| 148 |
+
1170 train 3.890979 (lr=2.8983e-03) (hash(x)=42375436)
|
| 149 |
+
1180 train 3.857405 (lr=2.8939e-03) (hash(x)=42868028)
|
| 150 |
+
1190 train 4.109463 (lr=2.8893e-03) (hash(x)=41060868)
|
| 151 |
+
1200 val loss 4.0922
|
| 152 |
+
1200 val perplexity 59.8718
|
| 153 |
+
1200 train 4.108239 (lr=2.8847e-03) (hash(x)=40852814)
|
| 154 |
+
1210 train 4.084901 (lr=2.8800e-03) (hash(x)=43365554)
|
| 155 |
+
1220 train 4.032970 (lr=2.8751e-03) (hash(x)=39121134)
|
| 156 |
+
1230 train 4.120962 (lr=2.8702e-03) (hash(x)=40565426)
|
| 157 |
+
1240 train 4.198156 (lr=2.8652e-03) (hash(x)=43378926)
|
| 158 |
+
1250 hella 0.2559
|
| 159 |
+
1250 train 4.015615 (lr=2.8601e-03) (hash(x)=35227381)
|
| 160 |
+
1260 train 4.127251 (lr=2.8550e-03) (hash(x)=41267226)
|
| 161 |
+
1270 train 4.065004 (lr=2.8497e-03) (hash(x)=31395565)
|
| 162 |
+
1280 train 4.111070 (lr=2.8443e-03) (hash(x)=41470963)
|
| 163 |
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1290 train 3.932818 (lr=2.8389e-03) (hash(x)=40729366)
|
| 164 |
+
1300 val loss 4.0291
|
| 165 |
+
1300 val perplexity 56.2127
|
| 166 |
+
1300 train 4.021276 (lr=2.8333e-03) (hash(x)=39916663)
|
| 167 |
+
1310 train 4.036017 (lr=2.8277e-03) (hash(x)=42179962)
|
| 168 |
+
1320 train 3.917134 (lr=2.8220e-03) (hash(x)=44991932)
|
| 169 |
+
1330 train 3.874684 (lr=2.8162e-03) (hash(x)=38925911)
|
| 170 |
+
1340 train 3.826427 (lr=2.8103e-03) (hash(x)=38565560)
|
| 171 |
+
1350 train 3.868819 (lr=2.8044e-03) (hash(x)=43384902)
|
| 172 |
+
1360 train 3.830042 (lr=2.7983e-03) (hash(x)=45422261)
|
| 173 |
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1370 train 3.814682 (lr=2.7922e-03) (hash(x)=40167325)
|
| 174 |
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1380 train 3.958409 (lr=2.7860e-03) (hash(x)=51258162)
|
| 175 |
+
1390 train 4.021279 (lr=2.7797e-03) (hash(x)=43229106)
|
| 176 |
+
1400 val loss 3.9812
|
| 177 |
+
1400 val perplexity 53.5830
|
| 178 |
+
1400 train 3.940861 (lr=2.7733e-03) (hash(x)=42537494)
|
| 179 |
+
1410 train 4.226199 (lr=2.7668e-03) (hash(x)=51236490)
|
| 180 |
+
1420 train 4.063347 (lr=2.7603e-03) (hash(x)=45243347)
|
| 181 |
+
1430 train 3.920196 (lr=2.7536e-03) (hash(x)=37658566)
|
| 182 |
+
1440 train 3.979817 (lr=2.7469e-03) (hash(x)=38856106)
|
| 183 |
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1450 train 4.053164 (lr=2.7401e-03) (hash(x)=36649488)
|
| 184 |
+
1460 train 4.041185 (lr=2.7333e-03) (hash(x)=40445407)
|
| 185 |
+
1470 train 3.983562 (lr=2.7263e-03) (hash(x)=39916387)
|
| 186 |
+
1480 train 3.953063 (lr=2.7193e-03) (hash(x)=40934555)
|
| 187 |
+
1490 train 3.912250 (lr=2.7121e-03) (hash(x)=42276527)
|
| 188 |
+
1500 val loss 3.9517
|
| 189 |
+
1500 val perplexity 52.0258
|
| 190 |
+
1500 hella 0.2529
|
| 191 |
+
1500 train 3.903888 (lr=2.7050e-03) (hash(x)=37973883)
|
| 192 |
+
1510 train 3.926210 (lr=2.6977e-03) (hash(x)=38929286)
|
| 193 |
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1520 train 3.765436 (lr=2.6903e-03) (hash(x)=36855837)
|
| 194 |
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1530 train 4.029365 (lr=2.6829e-03) (hash(x)=42146431)
|
| 195 |
+
1540 train 3.975552 (lr=2.6754e-03) (hash(x)=41898411)
|
| 196 |
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1550 train 3.872145 (lr=2.6678e-03) (hash(x)=44906272)
|
| 197 |
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1560 train 3.899998 (lr=2.6602e-03) (hash(x)=40414353)
|
| 198 |
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1570 train 3.955287 (lr=2.6525e-03) (hash(x)=38723190)
|
| 199 |
+
1580 train 3.832656 (lr=2.6447e-03) (hash(x)=39065271)
|
| 200 |
+
1590 train 3.866074 (lr=2.6368e-03) (hash(x)=40000886)
|
| 201 |
+
1600 val loss 3.9201
|
| 202 |
+
1600 val perplexity 50.4030
|
| 203 |
+
1600 train 3.777597 (lr=2.6289e-03) (hash(x)=37898571)
|
| 204 |
+
1610 train 3.881226 (lr=2.6208e-03) (hash(x)=40447863)
|
| 205 |
+
1620 train 3.834447 (lr=2.6128e-03) (hash(x)=40119318)
|
| 206 |
+
1630 train 3.785813 (lr=2.6046e-03) (hash(x)=40664074)
|
| 207 |
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1640 train 3.741615 (lr=2.5964e-03) (hash(x)=37404741)
|
| 208 |
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1650 train 3.887757 (lr=2.5881e-03) (hash(x)=39214928)
|
| 209 |
+
1660 train 3.922022 (lr=2.5797e-03) (hash(x)=35005019)
|
| 210 |
+
1670 train 3.936027 (lr=2.5713e-03) (hash(x)=37675832)
|
| 211 |
+
1680 train 3.920452 (lr=2.5628e-03) (hash(x)=40489680)
|
| 212 |
+
1690 train 3.839420 (lr=2.5542e-03) (hash(x)=45537879)
|
| 213 |
+
1700 val loss 3.8809
|
| 214 |
+
1700 val perplexity 48.4692
|
| 215 |
+
1700 train 3.823262 (lr=2.5455e-03) (hash(x)=38866100)
|
| 216 |
+
1710 train 3.871804 (lr=2.5368e-03) (hash(x)=44726254)
|
| 217 |
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1720 train 3.865107 (lr=2.5281e-03) (hash(x)=36917792)
|
| 218 |
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1730 train 3.833687 (lr=2.5192e-03) (hash(x)=42814805)
|
| 219 |
+
1740 train 3.908052 (lr=2.5103e-03) (hash(x)=51812216)
|
| 220 |
+
1750 hella 0.2561
|
| 221 |
+
1750 train 3.792229 (lr=2.5014e-03) (hash(x)=33549014)
|
| 222 |
+
1760 train 3.791697 (lr=2.4924e-03) (hash(x)=40354215)
|
| 223 |
+
1770 train 3.815691 (lr=2.4833e-03) (hash(x)=40718606)
|
| 224 |
+
1780 train 3.749871 (lr=2.4741e-03) (hash(x)=38274164)
|
| 225 |
+
1790 train 3.879663 (lr=2.4649e-03) (hash(x)=42531471)
|
| 226 |
+
1800 val loss 3.8574
|
| 227 |
+
1800 val perplexity 47.3416
|
| 228 |
+
1800 train 3.843796 (lr=2.4556e-03) (hash(x)=35616519)
|
| 229 |
+
1810 train 3.859527 (lr=2.4463e-03) (hash(x)=33803118)
|
| 230 |
+
1820 train 3.879946 (lr=2.4369e-03) (hash(x)=36973525)
|
| 231 |
+
1830 train 3.844737 (lr=2.4275e-03) (hash(x)=38162549)
|
| 232 |
+
1840 train 3.826525 (lr=2.4180e-03) (hash(x)=33937159)
|
| 233 |
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1850 train 3.873328 (lr=2.4084e-03) (hash(x)=39887546)
|
| 234 |
+
1860 train 3.731318 (lr=2.3988e-03) (hash(x)=37818525)
|
| 235 |
+
1870 train 3.817644 (lr=2.3891e-03) (hash(x)=37250478)
|
| 236 |
+
1880 train 3.706271 (lr=2.3794e-03) (hash(x)=36412167)
|
| 237 |
+
1890 train 3.803544 (lr=2.3696e-03) (hash(x)=40261189)
|
| 238 |
+
1900 val loss 3.8451
|
| 239 |
+
1900 val perplexity 46.7613
|
| 240 |
+
1900 train 3.775427 (lr=2.3598e-03) (hash(x)=38654303)
|
| 241 |
+
1910 train 3.721757 (lr=2.3499e-03) (hash(x)=37929515)
|
| 242 |
+
1920 train 3.881134 (lr=2.3400e-03) (hash(x)=45580146)
|
| 243 |
+
1930 train 3.828640 (lr=2.3300e-03) (hash(x)=32386330)
|
| 244 |
+
1940 train 3.871597 (lr=2.3200e-03) (hash(x)=36331864)
|
| 245 |
+
1950 train 3.854529 (lr=2.3099e-03) (hash(x)=41181727)
|
| 246 |
+
1960 train 3.656199 (lr=2.2998e-03) (hash(x)=42705152)
|
| 247 |
+
1970 train 3.780227 (lr=2.2896e-03) (hash(x)=40251511)
|
| 248 |
+
1980 train 3.717971 (lr=2.2793e-03) (hash(x)=37525551)
|
| 249 |
+
1990 train 3.764846 (lr=2.2691e-03) (hash(x)=41849618)
|
| 250 |
+
2000 val loss 3.8101
|
| 251 |
+
2000 val perplexity 45.1530
|
| 252 |
+
2000 hella 0.2633
|
| 253 |
+
2000 train 3.811313 (lr=2.2588e-03) (hash(x)=37642582)
|
| 254 |
+
2010 train 3.784092 (lr=2.2484e-03) (hash(x)=42131121)
|
| 255 |
+
2020 train 3.678540 (lr=2.2380e-03) (hash(x)=39000209)
|
| 256 |
+
2030 train 3.772777 (lr=2.2275e-03) (hash(x)=43641355)
|
| 257 |
+
2040 train 3.648690 (lr=2.2170e-03) (hash(x)=47910507)
|
| 258 |
+
2050 train 3.671530 (lr=2.2065e-03) (hash(x)=36670359)
|
| 259 |
+
2060 train 3.843507 (lr=2.1959e-03) (hash(x)=36477755)
|
| 260 |
+
2070 train 3.913043 (lr=2.1853e-03) (hash(x)=43262487)
|
| 261 |
+
2080 train 3.713818 (lr=2.1746e-03) (hash(x)=49546029)
|
| 262 |
+
2090 train 3.878641 (lr=2.1639e-03) (hash(x)=39924731)
|
| 263 |
+
2100 val loss 3.7873
|
| 264 |
+
2100 val perplexity 44.1374
|
| 265 |
+
2100 train 3.737335 (lr=2.1532e-03) (hash(x)=39921304)
|
| 266 |
+
2110 train 3.704956 (lr=2.1424e-03) (hash(x)=38152788)
|
| 267 |
+
2120 train 3.756814 (lr=2.1316e-03) (hash(x)=37977911)
|
| 268 |
+
2130 train 3.733469 (lr=2.1208e-03) (hash(x)=34748760)
|
| 269 |
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2140 train 3.763678 (lr=2.1099e-03) (hash(x)=40509369)
|
| 270 |
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2150 train 3.736864 (lr=2.0990e-03) (hash(x)=37654262)
|
| 271 |
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2160 train 3.699263 (lr=2.0881e-03) (hash(x)=38139543)
|
| 272 |
+
2170 train 3.600536 (lr=2.0771e-03) (hash(x)=42501806)
|
| 273 |
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2180 train 3.737424 (lr=2.0661e-03) (hash(x)=40085092)
|
| 274 |
+
2190 train 3.711583 (lr=2.0550e-03) (hash(x)=50480193)
|
| 275 |
+
2200 val loss 3.7678
|
| 276 |
+
2200 val perplexity 43.2839
|
| 277 |
+
2200 train 3.774862 (lr=2.0440e-03) (hash(x)=40604084)
|
| 278 |
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2210 train 3.861748 (lr=2.0329e-03) (hash(x)=41555823)
|
| 279 |
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2220 train 3.728765 (lr=2.0217e-03) (hash(x)=50441765)
|
| 280 |
+
2230 train 3.819994 (lr=2.0106e-03) (hash(x)=39796580)
|
| 281 |
+
2240 train 3.811715 (lr=1.9994e-03) (hash(x)=44127022)
|
| 282 |
+
2250 hella 0.2630
|
| 283 |
+
2250 train 3.722300 (lr=1.9882e-03) (hash(x)=37026826)
|
| 284 |
+
2260 train 3.762410 (lr=1.9770e-03) (hash(x)=42133839)
|
| 285 |
+
2270 train 3.739908 (lr=1.9657e-03) (hash(x)=38500664)
|
| 286 |
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2280 train 3.709070 (lr=1.9544e-03) (hash(x)=40538661)
|
| 287 |
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2290 train 3.704012 (lr=1.9431e-03) (hash(x)=51509210)
|
| 288 |
+
2300 val loss 3.7380
|
| 289 |
+
2300 val perplexity 42.0148
|
| 290 |
+
2300 train 3.725633 (lr=1.9318e-03) (hash(x)=41952328)
|
| 291 |
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2310 train 3.662902 (lr=1.9205e-03) (hash(x)=39758123)
|
| 292 |
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2320 train 3.735503 (lr=1.9091e-03) (hash(x)=51089268)
|
| 293 |
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2330 train 3.816967 (lr=1.8977e-03) (hash(x)=39767618)
|
| 294 |
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2340 train 3.860564 (lr=1.8863e-03) (hash(x)=40409617)
|
| 295 |
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2350 train 3.696392 (lr=1.8749e-03) (hash(x)=40349634)
|
| 296 |
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2360 train 3.980584 (lr=1.8635e-03) (hash(x)=31841172)
|
| 297 |
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2370 train 3.760642 (lr=1.8520e-03) (hash(x)=42720539)
|
| 298 |
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2380 train 3.615163 (lr=1.8406e-03) (hash(x)=40998632)
|
| 299 |
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2390 train 3.721270 (lr=1.8291e-03) (hash(x)=40615413)
|
| 300 |
+
2400 val loss 3.7185
|
| 301 |
+
2400 val perplexity 41.2027
|
| 302 |
+
2400 train 3.650662 (lr=1.8176e-03) (hash(x)=39373658)
|
| 303 |
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2410 train 3.700467 (lr=1.8061e-03) (hash(x)=35480858)
|
| 304 |
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2420 train 3.682004 (lr=1.7946e-03) (hash(x)=32241095)
|
| 305 |
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2430 train 3.665156 (lr=1.7830e-03) (hash(x)=36669715)
|
| 306 |
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2440 train 3.679564 (lr=1.7715e-03) (hash(x)=45768335)
|
| 307 |
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2450 train 3.580679 (lr=1.7600e-03) (hash(x)=39395055)
|
| 308 |
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2460 train 3.614287 (lr=1.7484e-03) (hash(x)=34899269)
|
| 309 |
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2470 train 3.764866 (lr=1.7368e-03) (hash(x)=43642420)
|
| 310 |
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2480 train 3.825992 (lr=1.7253e-03) (hash(x)=47099507)
|
| 311 |
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2490 train 3.784138 (lr=1.7137e-03) (hash(x)=38825558)
|
| 312 |
+
2500 val loss 3.6999
|
| 313 |
+
2500 val perplexity 40.4427
|
| 314 |
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2500 hella 0.2628
|
| 315 |
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2500 train 3.750490 (lr=1.7021e-03) (hash(x)=39833804)
|
| 316 |
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2510 train 3.826038 (lr=1.6906e-03) (hash(x)=35051654)
|
| 317 |
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2520 train 3.744998 (lr=1.6790e-03) (hash(x)=40291109)
|
| 318 |
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2530 train 3.657945 (lr=1.6674e-03) (hash(x)=36915768)
|
| 319 |
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2540 train 3.638867 (lr=1.6558e-03) (hash(x)=37016308)
|
| 320 |
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2550 train 3.593130 (lr=1.6442e-03) (hash(x)=43221777)
|
| 321 |
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2560 train 3.658639 (lr=1.6326e-03) (hash(x)=37233207)
|
| 322 |
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2570 train 3.528929 (lr=1.6210e-03) (hash(x)=37510626)
|
| 323 |
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2580 train 3.593000 (lr=1.6094e-03) (hash(x)=39624656)
|
| 324 |
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2590 train 3.440783 (lr=1.5979e-03) (hash(x)=37647501)
|
| 325 |
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2600 val loss 3.6785
|
| 326 |
+
2600 val perplexity 39.5865
|
| 327 |
+
2600 train 3.589766 (lr=1.5863e-03) (hash(x)=37200138)
|
| 328 |
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2610 train 3.605325 (lr=1.5747e-03) (hash(x)=43066970)
|
| 329 |
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2620 train 3.692991 (lr=1.5632e-03) (hash(x)=40503799)
|
| 330 |
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2630 train 3.639722 (lr=1.5516e-03) (hash(x)=45534660)
|
| 331 |
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2640 train 3.819310 (lr=1.5400e-03) (hash(x)=52358353)
|
| 332 |
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2650 train 3.657462 (lr=1.5285e-03) (hash(x)=41843599)
|
| 333 |
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2660 train 3.606019 (lr=1.5170e-03) (hash(x)=40519770)
|
| 334 |
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2670 train 3.688898 (lr=1.5054e-03) (hash(x)=37185602)
|
| 335 |
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2680 train 3.570944 (lr=1.4939e-03) (hash(x)=43805719)
|
| 336 |
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2690 train 3.610216 (lr=1.4824e-03) (hash(x)=39458250)
|
| 337 |
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2700 val loss 3.6546
|
| 338 |
+
2700 val perplexity 38.6503
|
| 339 |
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2700 train 3.707009 (lr=1.4709e-03) (hash(x)=39149255)
|
| 340 |
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2710 train 3.543757 (lr=1.4594e-03) (hash(x)=43544861)
|
| 341 |
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2720 train 3.628567 (lr=1.4480e-03) (hash(x)=36858197)
|
| 342 |
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2730 train 3.555187 (lr=1.4365e-03) (hash(x)=37971712)
|
| 343 |
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2740 train 3.581771 (lr=1.4251e-03) (hash(x)=42416578)
|
| 344 |
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2750 hella 0.2644
|
| 345 |
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2750 train 3.514066 (lr=1.4137e-03) (hash(x)=53554622)
|
| 346 |
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2760 train 3.615459 (lr=1.4023e-03) (hash(x)=40502545)
|
| 347 |
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2770 train 3.603887 (lr=1.3909e-03) (hash(x)=36086417)
|
| 348 |
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2780 train 3.637787 (lr=1.3795e-03) (hash(x)=36242982)
|
| 349 |
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2790 train 3.658982 (lr=1.3682e-03) (hash(x)=41433780)
|
| 350 |
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2800 val loss 3.6332
|
| 351 |
+
2800 val perplexity 37.8325
|
| 352 |
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2800 train 3.601786 (lr=1.3569e-03) (hash(x)=48553484)
|
| 353 |
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2810 train 3.543036 (lr=1.3456e-03) (hash(x)=39928650)
|
| 354 |
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2820 train 3.653234 (lr=1.3343e-03) (hash(x)=37891724)
|
| 355 |
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2830 train 3.615806 (lr=1.3230e-03) (hash(x)=34353412)
|
| 356 |
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2840 train 3.639453 (lr=1.3118e-03) (hash(x)=38486611)
|
| 357 |
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2850 train 3.574583 (lr=1.3006e-03) (hash(x)=32706934)
|
| 358 |
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2860 train 3.513389 (lr=1.2894e-03) (hash(x)=38693681)
|
| 359 |
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2870 train 3.585076 (lr=1.2783e-03) (hash(x)=38430800)
|
| 360 |
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2880 train 3.551914 (lr=1.2671e-03) (hash(x)=40619559)
|
| 361 |
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2890 train 3.506635 (lr=1.2560e-03) (hash(x)=42741066)
|
| 362 |
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2900 val loss 3.6275
|
| 363 |
+
2900 val perplexity 37.6195
|
| 364 |
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2900 train 3.767660 (lr=1.2450e-03) (hash(x)=38216091)
|
| 365 |
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2910 train 3.552302 (lr=1.2339e-03) (hash(x)=35447832)
|
| 366 |
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2920 train 3.685161 (lr=1.2229e-03) (hash(x)=39825190)
|
| 367 |
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2930 train 3.677441 (lr=1.2119e-03) (hash(x)=37789121)
|
| 368 |
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2940 train 3.576925 (lr=1.2010e-03) (hash(x)=44499116)
|
| 369 |
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2950 train 3.653442 (lr=1.1901e-03) (hash(x)=39669860)
|
| 370 |
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2960 train 3.581357 (lr=1.1792e-03) (hash(x)=51683741)
|
| 371 |
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2970 train 3.485747 (lr=1.1684e-03) (hash(x)=36399721)
|
| 372 |
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2980 train 3.573519 (lr=1.1576e-03) (hash(x)=42629700)
|
| 373 |
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2990 train 3.451215 (lr=1.1468e-03) (hash(x)=39263773)
|
| 374 |
+
3000 val loss 3.6005
|
| 375 |
+
3000 val perplexity 36.6154
|
| 376 |
+
3000 hella 0.2629
|
| 377 |
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3000 train 3.505708 (lr=1.1361e-03) (hash(x)=37920485)
|
| 378 |
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3010 train 3.542755 (lr=1.1254e-03) (hash(x)=40835161)
|
| 379 |
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3020 train 3.480650 (lr=1.1147e-03) (hash(x)=38381159)
|
| 380 |
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3030 train 3.494853 (lr=1.1041e-03) (hash(x)=35846270)
|
| 381 |
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3040 train 3.853300 (lr=1.0935e-03) (hash(x)=47516567)
|
| 382 |
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3050 train 3.687706 (lr=1.0830e-03) (hash(x)=35600311)
|
| 383 |
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3060 train 3.726223 (lr=1.0725e-03) (hash(x)=37775318)
|
| 384 |
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3070 train 3.594311 (lr=1.0620e-03) (hash(x)=39881333)
|
| 385 |
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3080 train 3.601871 (lr=1.0516e-03) (hash(x)=37310168)
|
| 386 |
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3090 train 3.524757 (lr=1.0412e-03) (hash(x)=43669978)
|
| 387 |
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3100 val loss 3.5858
|
| 388 |
+
3100 val perplexity 36.0824
|
| 389 |
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3100 train 3.953868 (lr=1.0309e-03) (hash(x)=46356797)
|
| 390 |
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3110 train 3.659007 (lr=1.0207e-03) (hash(x)=40814232)
|
| 391 |
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3120 train 3.487348 (lr=1.0104e-03) (hash(x)=42504837)
|
| 392 |
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3130 train 3.608545 (lr=1.0002e-03) (hash(x)=39693594)
|
| 393 |
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3140 train 3.507077 (lr=9.9011e-04) (hash(x)=40277645)
|
| 394 |
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3150 train 3.505045 (lr=9.8002e-04) (hash(x)=40988003)
|
| 395 |
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3160 train 3.624516 (lr=9.6999e-04) (hash(x)=38875266)
|
| 396 |
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3170 train 3.578208 (lr=9.6000e-04) (hash(x)=45232173)
|
| 397 |
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3180 train 3.651368 (lr=9.5007e-04) (hash(x)=39213336)
|
| 398 |
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3190 train 3.698979 (lr=9.4019e-04) (hash(x)=42118576)
|
| 399 |
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3200 val loss 3.5639
|
| 400 |
+
3200 val perplexity 35.3021
|
| 401 |
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3200 train 3.557905 (lr=9.3036e-04) (hash(x)=32884223)
|
| 402 |
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3210 train 3.599422 (lr=9.2058e-04) (hash(x)=41276800)
|
| 403 |
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3220 train 3.649612 (lr=9.1085e-04) (hash(x)=40284461)
|
| 404 |
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3230 train 3.632413 (lr=9.0118e-04) (hash(x)=40566734)
|
| 405 |
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3240 train 3.620300 (lr=8.9157e-04) (hash(x)=36484570)
|
| 406 |
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3250 hella 0.2651
|
| 407 |
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3250 train 3.589751 (lr=8.8201e-04) (hash(x)=41642338)
|
| 408 |
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3260 train 3.547691 (lr=8.7251e-04) (hash(x)=43883570)
|
| 409 |
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3270 train 3.501416 (lr=8.6307e-04) (hash(x)=40432560)
|
| 410 |
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3280 train 3.475103 (lr=8.5368e-04) (hash(x)=38002717)
|
| 411 |
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3290 train 3.416933 (lr=8.4435e-04) (hash(x)=41926004)
|
| 412 |
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3300 val loss 3.5517
|
| 413 |
+
3300 val perplexity 34.8741
|
| 414 |
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3300 train 3.561369 (lr=8.3508e-04) (hash(x)=46015509)
|
| 415 |
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3310 train 3.599342 (lr=8.2588e-04) (hash(x)=40112249)
|
| 416 |
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3320 train 3.554642 (lr=8.1673e-04) (hash(x)=49162296)
|
| 417 |
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3330 train 3.649096 (lr=8.0764e-04) (hash(x)=46606969)
|
| 418 |
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3340 train 3.642424 (lr=7.9862e-04) (hash(x)=31128992)
|
| 419 |
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3350 train 3.599869 (lr=7.8966e-04) (hash(x)=41232534)
|
| 420 |
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3360 train 3.463639 (lr=7.8076e-04) (hash(x)=41599699)
|
| 421 |
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3370 train 3.648471 (lr=7.7192e-04) (hash(x)=40885280)
|
| 422 |
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3380 train 3.542448 (lr=7.6315e-04) (hash(x)=37169148)
|
| 423 |
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3390 train 3.477406 (lr=7.5445e-04) (hash(x)=46581889)
|
| 424 |
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3400 val loss 3.5368
|
| 425 |
+
3400 val perplexity 34.3577
|
| 426 |
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3400 train 3.498992 (lr=7.4581e-04) (hash(x)=37612074)
|
| 427 |
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3410 train 3.572349 (lr=7.3724e-04) (hash(x)=38763316)
|
| 428 |
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3420 train 3.409292 (lr=7.2874e-04) (hash(x)=40562379)
|
| 429 |
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3430 train 3.498169 (lr=7.2030e-04) (hash(x)=44724867)
|
| 430 |
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3440 train 3.682278 (lr=7.1193e-04) (hash(x)=39386624)
|
| 431 |
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3450 train 3.623456 (lr=7.0363e-04) (hash(x)=38652923)
|
| 432 |
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3460 train 3.634247 (lr=6.9541e-04) (hash(x)=29587379)
|
| 433 |
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3470 train 3.522758 (lr=6.8725e-04) (hash(x)=38228776)
|
| 434 |
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3480 train 3.530469 (lr=6.7916e-04) (hash(x)=30076039)
|
| 435 |
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3490 train 3.574558 (lr=6.7114e-04) (hash(x)=38398908)
|
| 436 |
+
3500 val loss 3.5187
|
| 437 |
+
3500 val perplexity 33.7410
|
| 438 |
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3500 hella 0.2648
|
| 439 |
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3500 train 3.588625 (lr=6.6320e-04) (hash(x)=39259918)
|
| 440 |
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3510 train 3.486083 (lr=6.5533e-04) (hash(x)=40664091)
|
| 441 |
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3520 train 3.533912 (lr=6.4753e-04) (hash(x)=40309647)
|
| 442 |
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3530 train 3.488699 (lr=6.3981e-04) (hash(x)=38424801)
|
| 443 |
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3540 train 3.412698 (lr=6.3216e-04) (hash(x)=51322307)
|
| 444 |
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3550 train 3.500941 (lr=6.2458e-04) (hash(x)=38192628)
|
| 445 |
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3560 train 3.513918 (lr=6.1708e-04) (hash(x)=41563952)
|
| 446 |
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3570 train 3.497404 (lr=6.0966e-04) (hash(x)=39508843)
|
| 447 |
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3580 train 3.542893 (lr=6.0231e-04) (hash(x)=41260225)
|
| 448 |
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3590 train 3.498822 (lr=5.9504e-04) (hash(x)=49098107)
|
| 449 |
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3600 val loss 3.5065
|
| 450 |
+
3600 val perplexity 33.3326
|
| 451 |
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3600 train 3.480931 (lr=5.8785e-04) (hash(x)=41194370)
|
| 452 |
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3610 train 3.632985 (lr=5.8074e-04) (hash(x)=40399152)
|
| 453 |
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3620 train 3.563711 (lr=5.7370e-04) (hash(x)=41625018)
|
| 454 |
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3630 train 3.621919 (lr=5.6675e-04) (hash(x)=44077942)
|
| 455 |
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3640 train 3.596879 (lr=5.5987e-04) (hash(x)=42427512)
|
| 456 |
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3650 train 3.560142 (lr=5.5308e-04) (hash(x)=40067454)
|
| 457 |
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3660 train 3.524107 (lr=5.4636e-04) (hash(x)=37969892)
|
| 458 |
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3670 train 3.483336 (lr=5.3973e-04) (hash(x)=43670246)
|
| 459 |
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3680 train 3.591159 (lr=5.3318e-04) (hash(x)=37031732)
|
| 460 |
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3690 train 3.486569 (lr=5.2671e-04) (hash(x)=39237187)
|
| 461 |
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3700 val loss 3.4987
|
| 462 |
+
3700 val perplexity 33.0710
|
| 463 |
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3700 train 3.497062 (lr=5.2033e-04) (hash(x)=39521416)
|
| 464 |
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3710 train 3.399981 (lr=5.1402e-04) (hash(x)=41147425)
|
| 465 |
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3720 train 3.396090 (lr=5.0780e-04) (hash(x)=40204658)
|
| 466 |
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3730 train 3.482698 (lr=5.0167e-04) (hash(x)=39420983)
|
| 467 |
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3740 train 3.504887 (lr=4.9562e-04) (hash(x)=51155740)
|
| 468 |
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3750 hella 0.2660
|
| 469 |
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3750 train 3.488951 (lr=4.8965e-04) (hash(x)=41654187)
|
| 470 |
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3760 train 3.455232 (lr=4.8377e-04) (hash(x)=40598339)
|
| 471 |
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3770 train 3.425521 (lr=4.7798e-04) (hash(x)=44950116)
|
| 472 |
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3780 train 3.500740 (lr=4.7227e-04) (hash(x)=40660326)
|
| 473 |
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3790 train 3.551210 (lr=4.6665e-04) (hash(x)=37805851)
|
| 474 |
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3800 val loss 3.4813
|
| 475 |
+
3800 val perplexity 32.5021
|
| 476 |
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3800 train 3.511003 (lr=4.6112e-04) (hash(x)=38064443)
|
| 477 |
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3810 train 3.563875 (lr=4.5567e-04) (hash(x)=39161498)
|
| 478 |
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3820 train 3.444470 (lr=4.5031e-04) (hash(x)=40626649)
|
| 479 |
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3830 train 3.515645 (lr=4.4504e-04) (hash(x)=36894771)
|
| 480 |
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3840 train 3.465342 (lr=4.3986e-04) (hash(x)=33672141)
|
| 481 |
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3850 train 3.421979 (lr=4.3477e-04) (hash(x)=41751813)
|
| 482 |
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3860 train 3.278414 (lr=4.2977e-04) (hash(x)=33784172)
|
| 483 |
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3870 train 3.225174 (lr=4.2486e-04) (hash(x)=43110493)
|
| 484 |
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3880 train 3.315233 (lr=4.2004e-04) (hash(x)=36585111)
|
| 485 |
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3890 train 3.333849 (lr=4.1530e-04) (hash(x)=40134264)
|
| 486 |
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3900 val loss 3.4885
|
| 487 |
+
3900 val perplexity 32.7378
|
| 488 |
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3900 train 3.289366 (lr=4.1066e-04) (hash(x)=39815215)
|
| 489 |
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3910 train 3.408334 (lr=4.0611e-04) (hash(x)=42081557)
|
| 490 |
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3920 train 3.333679 (lr=4.0166e-04) (hash(x)=48184973)
|
| 491 |
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3930 train 3.583546 (lr=3.9729e-04) (hash(x)=42416681)
|
| 492 |
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3940 train 3.496989 (lr=3.9302e-04) (hash(x)=38587062)
|
| 493 |
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3950 train 3.515312 (lr=3.8884e-04) (hash(x)=37296617)
|
| 494 |
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3960 train 3.456957 (lr=3.8475e-04) (hash(x)=37959330)
|
| 495 |
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3970 train 3.531564 (lr=3.8076e-04) (hash(x)=35175634)
|
| 496 |
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3980 train 3.541720 (lr=3.7685e-04) (hash(x)=37219362)
|
| 497 |
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3990 train 3.558594 (lr=3.7305e-04) (hash(x)=38906132)
|
| 498 |
+
4000 val loss 3.4713
|
| 499 |
+
4000 val perplexity 32.1788
|
| 500 |
+
4000 hella 0.2665
|
| 501 |
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4000 train 3.475848 (lr=3.6933e-04) (hash(x)=39940517)
|
| 502 |
+
4010 train 3.532290 (lr=3.6572e-04) (hash(x)=39952437)
|
| 503 |
+
4020 train 3.425949 (lr=3.6219e-04) (hash(x)=42000930)
|
| 504 |
+
4030 train 3.451198 (lr=3.5876e-04) (hash(x)=41460672)
|
| 505 |
+
4040 train 3.176782 (lr=3.5543e-04) (hash(x)=43702329)
|
| 506 |
+
4050 train 3.281044 (lr=3.5219e-04) (hash(x)=41740121)
|
| 507 |
+
4060 train 3.269145 (lr=3.4905e-04) (hash(x)=37066349)
|
| 508 |
+
4070 train 3.101166 (lr=3.4600e-04) (hash(x)=38359869)
|
| 509 |
+
4080 train 3.380716 (lr=3.4305e-04) (hash(x)=35131370)
|
| 510 |
+
4090 train 3.396299 (lr=3.4019e-04) (hash(x)=39918811)
|
| 511 |
+
4100 val loss 3.4685
|
| 512 |
+
4100 val perplexity 32.0884
|
| 513 |
+
4100 train 3.547227 (lr=3.3744e-04) (hash(x)=47036374)
|
| 514 |
+
4110 train 3.488540 (lr=3.3477e-04) (hash(x)=37657523)
|
| 515 |
+
4120 train 3.534683 (lr=3.3221e-04) (hash(x)=37218703)
|
| 516 |
+
4130 train 3.530726 (lr=3.2974e-04) (hash(x)=41350513)
|
| 517 |
+
4140 train 3.561548 (lr=3.2737e-04) (hash(x)=38283785)
|
| 518 |
+
4150 train 3.559437 (lr=3.2510e-04) (hash(x)=32927892)
|
| 519 |
+
4160 train 3.450403 (lr=3.2292e-04) (hash(x)=42011933)
|
| 520 |
+
4170 train 3.459328 (lr=3.2085e-04) (hash(x)=41854594)
|
| 521 |
+
4180 train 3.457503 (lr=3.1887e-04) (hash(x)=36737064)
|
| 522 |
+
4190 train 3.416172 (lr=3.1699e-04) (hash(x)=36326176)
|
| 523 |
+
4200 val loss 3.4769
|
| 524 |
+
4200 val perplexity 32.3579
|
| 525 |
+
4200 train 3.462641 (lr=3.1520e-04) (hash(x)=39106683)
|
| 526 |
+
4210 train 3.542490 (lr=3.1352e-04) (hash(x)=39759977)
|
| 527 |
+
4220 train 3.233786 (lr=3.1193e-04) (hash(x)=43666151)
|
| 528 |
+
4230 train 3.187458 (lr=3.1044e-04) (hash(x)=38154367)
|
| 529 |
+
4240 train 3.314057 (lr=3.0905e-04) (hash(x)=38284168)
|
| 530 |
+
4250 hella 0.2650
|
| 531 |
+
4250 train 3.244876 (lr=3.0776e-04) (hash(x)=38888879)
|
| 532 |
+
4260 train 3.167305 (lr=3.0657e-04) (hash(x)=36846417)
|
| 533 |
+
4270 train 3.540241 (lr=3.0548e-04) (hash(x)=43125375)
|
| 534 |
+
4280 train 3.502801 (lr=3.0449e-04) (hash(x)=43556412)
|
| 535 |
+
4290 train 3.434269 (lr=3.0359e-04) (hash(x)=48598302)
|
| 536 |
+
4300 val loss 3.4537
|
| 537 |
+
4300 val perplexity 31.6157
|
| 538 |
+
4300 train 3.410404 (lr=3.0280e-04) (hash(x)=42764385)
|
| 539 |
+
4310 train 3.450234 (lr=3.0210e-04) (hash(x)=41190028)
|
| 540 |
+
4320 train 3.463043 (lr=3.0150e-04) (hash(x)=35767770)
|
| 541 |
+
4330 train 3.522409 (lr=3.0101e-04) (hash(x)=36760476)
|
| 542 |
+
4340 train 3.448192 (lr=3.0061e-04) (hash(x)=40618921)
|
| 543 |
+
4350 train 3.576895 (lr=3.0031e-04) (hash(x)=32300164)
|
| 544 |
+
4360 train 3.434342 (lr=3.0011e-04) (hash(x)=41400085)
|
| 545 |
+
4370 train 3.461644 (lr=3.0001e-04) (hash(x)=40251828)
|
| 546 |
+
4374 val loss 3.4492
|
| 547 |
+
4374 val perplexity 31.4758
|
| 548 |
+
4374 hella 0.2667
|
logs/64_no_heads_comparison/no_heads_fixed_seed_1340/model_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b618eb4fc6d87876f5f98367a08e10b996cd98fd17dbb5330f0cea3c797fa741
|
| 3 |
+
size 555240194
|
logs/64_no_heads_comparison/no_heads_fixed_seed_1340/optimizer_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fa5a37ab4ee1b9000d56f12105d1333e6be0e670e22ec31b3da7d495b210f2b1
|
| 3 |
+
size 1009827206
|