Upload folder using huggingface_hub
Browse files- 12_head_baseline_lr_20e-4_head_dim_22_fixed/args.json +1 -0
- 12_head_baseline_lr_20e-4_head_dim_22_fixed/dataloader_04374.pt +3 -0
- 12_head_baseline_lr_20e-4_head_dim_22_fixed/log2.txt +529 -0
- 12_head_baseline_lr_20e-4_head_dim_22_fixed/model_04374.pt +3 -0
- 12_head_baseline_lr_20e-4_head_dim_22_fixed/optimizer_04374.pt +3 -0
12_head_baseline_lr_20e-4_head_dim_22_fixed/args.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"hellaswag": true, "attention_kind": "selective", "log_dir": "logs/repro_selective_pattern_rankings/12_head_baseline_lr_20e-4_head_dim_22_fixed", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 12, "n_embd": 264, "head_dim": 22, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": 4375, "warmup_steps": 250, "group": "repro_selective_pattern_rankings", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1339, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": true, "use_mini_model": false, "upload_to_hf": true, "seq_len": 256, "batch_size": 64, "total_batch_size": 131072, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "n_latent_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": 0.002, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "12_head_baseline_lr_20e-4_fixed"}
|
12_head_baseline_lr_20e-4_head_dim_22_fixed/dataloader_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8ec6682852ed60a9d42cb4047300f65a04f87328c0ad7a4516be84d11b28f216
|
| 3 |
+
size 964
|
12_head_baseline_lr_20e-4_head_dim_22_fixed/log2.txt
ADDED
|
@@ -0,0 +1,529 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
max_steps: 4375
|
| 2 |
+
0 val loss 11.4043
|
| 3 |
+
0 val perplexity 89706.7812
|
| 4 |
+
0 train 11.388929 (lr=2.7972e-06) (hash(x)=93356070)
|
| 5 |
+
10 train 10.155953 (lr=3.0769e-05) (hash(x)=91253010)
|
| 6 |
+
20 train 9.680853 (lr=5.8741e-05) (hash(x)=74934453)
|
| 7 |
+
30 train 9.160400 (lr=8.6713e-05) (hash(x)=79278034)
|
| 8 |
+
40 train 8.461512 (lr=1.1469e-04) (hash(x)=80107892)
|
| 9 |
+
50 train 7.943209 (lr=1.4266e-04) (hash(x)=70745428)
|
| 10 |
+
60 train 7.786048 (lr=1.7063e-04) (hash(x)=80077589)
|
| 11 |
+
70 train 7.507499 (lr=1.9860e-04) (hash(x)=76213766)
|
| 12 |
+
80 train 7.522699 (lr=2.2657e-04) (hash(x)=83218328)
|
| 13 |
+
90 train 7.342048 (lr=2.5455e-04) (hash(x)=74855845)
|
| 14 |
+
100 val loss 7.2428
|
| 15 |
+
100 val perplexity 1397.9952
|
| 16 |
+
100 train 7.081751 (lr=2.8252e-04) (hash(x)=82814902)
|
| 17 |
+
110 train 7.070141 (lr=3.1049e-04) (hash(x)=84907741)
|
| 18 |
+
120 train 6.914880 (lr=3.3846e-04) (hash(x)=82613223)
|
| 19 |
+
130 train 6.733666 (lr=3.6643e-04) (hash(x)=83540876)
|
| 20 |
+
140 train 6.690533 (lr=3.9441e-04) (hash(x)=75095216)
|
| 21 |
+
150 train 6.751195 (lr=4.2238e-04) (hash(x)=97190944)
|
| 22 |
+
160 train 6.670516 (lr=4.5035e-04) (hash(x)=82117809)
|
| 23 |
+
170 train 6.552846 (lr=4.7832e-04) (hash(x)=70514724)
|
| 24 |
+
180 train 6.480225 (lr=5.0629e-04) (hash(x)=81029624)
|
| 25 |
+
190 train 6.394446 (lr=5.3427e-04) (hash(x)=78996841)
|
| 26 |
+
200 val loss 6.3445
|
| 27 |
+
200 val perplexity 569.3679
|
| 28 |
+
200 train 6.349635 (lr=5.6224e-04) (hash(x)=79845097)
|
| 29 |
+
210 train 6.230053 (lr=5.9021e-04) (hash(x)=78997683)
|
| 30 |
+
220 train 6.134311 (lr=6.1818e-04) (hash(x)=74895865)
|
| 31 |
+
230 train 6.267432 (lr=6.4615e-04) (hash(x)=80933276)
|
| 32 |
+
240 train 5.973943 (lr=6.7413e-04) (hash(x)=77664606)
|
| 33 |
+
250 train 6.012483 (lr=7.0210e-04) (hash(x)=75903930)
|
| 34 |
+
260 train 5.916834 (lr=7.3007e-04) (hash(x)=82996853)
|
| 35 |
+
270 train 5.829728 (lr=7.5804e-04) (hash(x)=73269568)
|
| 36 |
+
280 train 5.786141 (lr=7.8601e-04) (hash(x)=82906427)
|
| 37 |
+
290 train 5.698073 (lr=8.1399e-04) (hash(x)=71797895)
|
| 38 |
+
300 val loss 5.8610
|
| 39 |
+
300 val perplexity 351.0898
|
| 40 |
+
300 train 5.572039 (lr=8.4196e-04) (hash(x)=85232249)
|
| 41 |
+
310 train 5.500593 (lr=8.6993e-04) (hash(x)=75252489)
|
| 42 |
+
320 train 5.576862 (lr=8.9790e-04) (hash(x)=74394644)
|
| 43 |
+
330 train 5.683979 (lr=9.2587e-04) (hash(x)=82772910)
|
| 44 |
+
340 train 5.708167 (lr=9.5385e-04) (hash(x)=81627464)
|
| 45 |
+
350 train 5.688528 (lr=9.8182e-04) (hash(x)=84678053)
|
| 46 |
+
360 train 5.631006 (lr=1.0098e-03) (hash(x)=81884128)
|
| 47 |
+
370 train 5.636319 (lr=1.0378e-03) (hash(x)=76379242)
|
| 48 |
+
380 train 5.443344 (lr=1.0657e-03) (hash(x)=98182875)
|
| 49 |
+
390 train 5.416781 (lr=1.0937e-03) (hash(x)=79710436)
|
| 50 |
+
400 val loss 5.4776
|
| 51 |
+
400 val perplexity 239.2821
|
| 52 |
+
400 train 5.421921 (lr=1.1217e-03) (hash(x)=79841071)
|
| 53 |
+
410 train 5.377325 (lr=1.1497e-03) (hash(x)=75844151)
|
| 54 |
+
420 train 5.385082 (lr=1.1776e-03) (hash(x)=73125036)
|
| 55 |
+
430 train 5.406912 (lr=1.2056e-03) (hash(x)=84214858)
|
| 56 |
+
440 train 5.300082 (lr=1.2336e-03) (hash(x)=80456994)
|
| 57 |
+
450 train 5.283535 (lr=1.2615e-03) (hash(x)=76735962)
|
| 58 |
+
460 train 5.190903 (lr=1.2895e-03) (hash(x)=81845446)
|
| 59 |
+
470 train 5.008363 (lr=1.3175e-03) (hash(x)=76094689)
|
| 60 |
+
480 train 5.147998 (lr=1.3455e-03) (hash(x)=83806686)
|
| 61 |
+
490 train 4.955710 (lr=1.3734e-03) (hash(x)=84690227)
|
| 62 |
+
500 val loss 5.2888
|
| 63 |
+
500 val perplexity 198.0969
|
| 64 |
+
500 train 5.027457 (lr=1.4014e-03) (hash(x)=71851938)
|
| 65 |
+
510 train 5.145571 (lr=1.4294e-03) (hash(x)=77159346)
|
| 66 |
+
520 train 5.195375 (lr=1.4573e-03) (hash(x)=80755753)
|
| 67 |
+
530 train 5.294312 (lr=1.4853e-03) (hash(x)=75379679)
|
| 68 |
+
540 train 5.214166 (lr=1.5133e-03) (hash(x)=82458619)
|
| 69 |
+
550 train 5.179514 (lr=1.5413e-03) (hash(x)=86366396)
|
| 70 |
+
560 train 5.220656 (lr=1.5692e-03) (hash(x)=85095044)
|
| 71 |
+
570 train 5.167289 (lr=1.5972e-03) (hash(x)=78385159)
|
| 72 |
+
580 train 5.109234 (lr=1.6252e-03) (hash(x)=79342394)
|
| 73 |
+
590 train 5.137025 (lr=1.6531e-03) (hash(x)=70782192)
|
| 74 |
+
600 val loss 5.1027
|
| 75 |
+
600 val perplexity 164.4602
|
| 76 |
+
600 train 5.081174 (lr=1.6811e-03) (hash(x)=76130353)
|
| 77 |
+
610 train 5.012655 (lr=1.7091e-03) (hash(x)=74778440)
|
| 78 |
+
620 train 4.976805 (lr=1.7371e-03) (hash(x)=79129709)
|
| 79 |
+
630 train 4.886073 (lr=1.7650e-03) (hash(x)=76469962)
|
| 80 |
+
640 train 4.874603 (lr=1.7930e-03) (hash(x)=78288049)
|
| 81 |
+
650 train 4.827965 (lr=1.8210e-03) (hash(x)=76641388)
|
| 82 |
+
660 train 4.780703 (lr=1.8490e-03) (hash(x)=75937906)
|
| 83 |
+
670 train 4.763486 (lr=1.8769e-03) (hash(x)=74807157)
|
| 84 |
+
680 train 4.645681 (lr=1.9049e-03) (hash(x)=77490144)
|
| 85 |
+
690 train 4.672904 (lr=1.9329e-03) (hash(x)=72900124)
|
| 86 |
+
700 val loss 4.9424
|
| 87 |
+
700 val perplexity 140.0994
|
| 88 |
+
700 train 4.631561 (lr=1.9608e-03) (hash(x)=73424218)
|
| 89 |
+
710 train 4.930869 (lr=1.9888e-03) (hash(x)=86052345)
|
| 90 |
+
720 train 4.908722 (lr=2.0000e-03) (hash(x)=77462613)
|
| 91 |
+
730 train 4.898405 (lr=1.9999e-03) (hash(x)=79027471)
|
| 92 |
+
740 train 4.861896 (lr=1.9998e-03) (hash(x)=78149992)
|
| 93 |
+
750 train 4.800230 (lr=1.9996e-03) (hash(x)=89147499)
|
| 94 |
+
760 train 4.842011 (lr=1.9993e-03) (hash(x)=74931538)
|
| 95 |
+
770 train 4.778931 (lr=1.9990e-03) (hash(x)=89648204)
|
| 96 |
+
780 train 4.836777 (lr=1.9986e-03) (hash(x)=83708293)
|
| 97 |
+
790 train 4.859270 (lr=1.9981e-03) (hash(x)=84336512)
|
| 98 |
+
800 val loss 4.8048
|
| 99 |
+
800 val perplexity 122.0980
|
| 100 |
+
800 train 4.723723 (lr=1.9976e-03) (hash(x)=75025285)
|
| 101 |
+
810 train 4.665617 (lr=1.9970e-03) (hash(x)=79436536)
|
| 102 |
+
820 train 4.662936 (lr=1.9963e-03) (hash(x)=90467390)
|
| 103 |
+
830 train 4.672590 (lr=1.9956e-03) (hash(x)=77292020)
|
| 104 |
+
840 train 4.603032 (lr=1.9948e-03) (hash(x)=75568927)
|
| 105 |
+
850 train 4.627654 (lr=1.9940e-03) (hash(x)=79671781)
|
| 106 |
+
860 train 4.719775 (lr=1.9930e-03) (hash(x)=84280943)
|
| 107 |
+
870 train 4.695788 (lr=1.9920e-03) (hash(x)=80901294)
|
| 108 |
+
880 train 4.819887 (lr=1.9910e-03) (hash(x)=81437584)
|
| 109 |
+
890 train 4.670351 (lr=1.9899e-03) (hash(x)=73893778)
|
| 110 |
+
900 val loss 4.7010
|
| 111 |
+
900 val perplexity 110.0528
|
| 112 |
+
900 train 4.632740 (lr=1.9887e-03) (hash(x)=74987794)
|
| 113 |
+
910 train 4.637210 (lr=1.9874e-03) (hash(x)=93721374)
|
| 114 |
+
920 train 4.620126 (lr=1.9861e-03) (hash(x)=79149678)
|
| 115 |
+
930 train 4.575650 (lr=1.9847e-03) (hash(x)=83179387)
|
| 116 |
+
940 train 4.579799 (lr=1.9833e-03) (hash(x)=89009978)
|
| 117 |
+
950 train 4.569757 (lr=1.9818e-03) (hash(x)=76483735)
|
| 118 |
+
960 train 4.495657 (lr=1.9802e-03) (hash(x)=78638850)
|
| 119 |
+
970 train 4.532346 (lr=1.9785e-03) (hash(x)=90415206)
|
| 120 |
+
980 train 4.470536 (lr=1.9768e-03) (hash(x)=90819195)
|
| 121 |
+
990 train 4.596102 (lr=1.9750e-03) (hash(x)=85938852)
|
| 122 |
+
1000 val loss 4.5775
|
| 123 |
+
1000 val perplexity 97.2722
|
| 124 |
+
1000 train 4.624080 (lr=1.9732e-03) (hash(x)=82436789)
|
| 125 |
+
1010 train 4.689419 (lr=1.9713e-03) (hash(x)=63022149)
|
| 126 |
+
1020 train 4.601723 (lr=1.9693e-03) (hash(x)=83501199)
|
| 127 |
+
1030 train 4.572693 (lr=1.9673e-03) (hash(x)=77093326)
|
| 128 |
+
1040 train 4.469246 (lr=1.9652e-03) (hash(x)=73437559)
|
| 129 |
+
1050 train 4.552911 (lr=1.9630e-03) (hash(x)=84550388)
|
| 130 |
+
1060 train 4.554533 (lr=1.9608e-03) (hash(x)=86184566)
|
| 131 |
+
1070 train 4.534015 (lr=1.9585e-03) (hash(x)=85644922)
|
| 132 |
+
1080 train 4.474965 (lr=1.9562e-03) (hash(x)=86179801)
|
| 133 |
+
1090 train 4.447537 (lr=1.9538e-03) (hash(x)=82868303)
|
| 134 |
+
1100 val loss 4.5196
|
| 135 |
+
1100 val perplexity 91.8007
|
| 136 |
+
1100 train 4.546020 (lr=1.9513e-03) (hash(x)=96780388)
|
| 137 |
+
1110 train 4.491750 (lr=1.9488e-03) (hash(x)=87223122)
|
| 138 |
+
1120 train 4.454951 (lr=1.9462e-03) (hash(x)=77292786)
|
| 139 |
+
1130 train 4.479125 (lr=1.9435e-03) (hash(x)=88761375)
|
| 140 |
+
1140 train 4.384434 (lr=1.9408e-03) (hash(x)=80956468)
|
| 141 |
+
1150 train 4.560179 (lr=1.9380e-03) (hash(x)=84725462)
|
| 142 |
+
1160 train 4.551941 (lr=1.9351e-03) (hash(x)=76098113)
|
| 143 |
+
1170 train 4.516565 (lr=1.9322e-03) (hash(x)=84387685)
|
| 144 |
+
1180 train 4.465141 (lr=1.9293e-03) (hash(x)=76120321)
|
| 145 |
+
1190 train 4.431442 (lr=1.9262e-03) (hash(x)=85974065)
|
| 146 |
+
1200 val loss 4.4486
|
| 147 |
+
1200 val perplexity 85.5059
|
| 148 |
+
1200 train 4.338611 (lr=1.9231e-03) (hash(x)=79340644)
|
| 149 |
+
1210 train 4.418822 (lr=1.9200e-03) (hash(x)=88345025)
|
| 150 |
+
1220 train 4.331698 (lr=1.9168e-03) (hash(x)=86406230)
|
| 151 |
+
1230 train 4.315969 (lr=1.9135e-03) (hash(x)=80608975)
|
| 152 |
+
1240 train 4.377308 (lr=1.9102e-03) (hash(x)=81635225)
|
| 153 |
+
1250 train 4.217971 (lr=1.9068e-03) (hash(x)=82126376)
|
| 154 |
+
1260 train 4.391666 (lr=1.9033e-03) (hash(x)=83737972)
|
| 155 |
+
1270 train 4.300951 (lr=1.8998e-03) (hash(x)=81132345)
|
| 156 |
+
1280 train 4.389063 (lr=1.8962e-03) (hash(x)=85850404)
|
| 157 |
+
1290 train 4.402140 (lr=1.8926e-03) (hash(x)=83490640)
|
| 158 |
+
1300 val loss 4.4067
|
| 159 |
+
1300 val perplexity 81.9997
|
| 160 |
+
1300 train 4.374988 (lr=1.8889e-03) (hash(x)=77545187)
|
| 161 |
+
1310 train 4.418741 (lr=1.8852e-03) (hash(x)=86412685)
|
| 162 |
+
1320 train 4.318754 (lr=1.8813e-03) (hash(x)=86429640)
|
| 163 |
+
1330 train 4.447455 (lr=1.8775e-03) (hash(x)=79645281)
|
| 164 |
+
1340 train 4.408598 (lr=1.8736e-03) (hash(x)=82668541)
|
| 165 |
+
1350 train 4.274465 (lr=1.8696e-03) (hash(x)=73627248)
|
| 166 |
+
1360 train 4.367060 (lr=1.8656e-03) (hash(x)=74845133)
|
| 167 |
+
1370 train 4.279519 (lr=1.8615e-03) (hash(x)=77850497)
|
| 168 |
+
1380 train 4.306496 (lr=1.8573e-03) (hash(x)=76143954)
|
| 169 |
+
1390 train 4.314542 (lr=1.8531e-03) (hash(x)=80675544)
|
| 170 |
+
1400 val loss 4.3810
|
| 171 |
+
1400 val perplexity 79.9188
|
| 172 |
+
1400 train 4.290009 (lr=1.8489e-03) (hash(x)=76010938)
|
| 173 |
+
1410 train 4.338096 (lr=1.8445e-03) (hash(x)=81260300)
|
| 174 |
+
1420 train 4.451114 (lr=1.8402e-03) (hash(x)=83803629)
|
| 175 |
+
1430 train 4.280384 (lr=1.8358e-03) (hash(x)=83840110)
|
| 176 |
+
1440 train 4.469792 (lr=1.8313e-03) (hash(x)=97711831)
|
| 177 |
+
1450 train 4.345677 (lr=1.8268e-03) (hash(x)=81110139)
|
| 178 |
+
1460 train 4.271200 (lr=1.8222e-03) (hash(x)=90942839)
|
| 179 |
+
1470 train 4.312171 (lr=1.8175e-03) (hash(x)=80721564)
|
| 180 |
+
1480 train 4.398525 (lr=1.8128e-03) (hash(x)=77852059)
|
| 181 |
+
1490 train 4.299018 (lr=1.8081e-03) (hash(x)=80011365)
|
| 182 |
+
1500 val loss 4.3376
|
| 183 |
+
1500 val perplexity 76.5224
|
| 184 |
+
1500 train 4.329418 (lr=1.8033e-03) (hash(x)=84496142)
|
| 185 |
+
1510 train 4.259302 (lr=1.7985e-03) (hash(x)=70186729)
|
| 186 |
+
1520 train 4.282751 (lr=1.7936e-03) (hash(x)=74854227)
|
| 187 |
+
1530 train 4.193608 (lr=1.7886e-03) (hash(x)=77468161)
|
| 188 |
+
1540 train 4.211213 (lr=1.7836e-03) (hash(x)=87853059)
|
| 189 |
+
1550 train 4.143783 (lr=1.7786e-03) (hash(x)=71225436)
|
| 190 |
+
1560 train 4.246489 (lr=1.7735e-03) (hash(x)=84072783)
|
| 191 |
+
1570 train 4.292968 (lr=1.7683e-03) (hash(x)=72723098)
|
| 192 |
+
1580 train 4.310395 (lr=1.7631e-03) (hash(x)=90409866)
|
| 193 |
+
1590 train 4.386286 (lr=1.7579e-03) (hash(x)=87481378)
|
| 194 |
+
1600 val loss 4.3100
|
| 195 |
+
1600 val perplexity 74.4422
|
| 196 |
+
1600 train 4.365993 (lr=1.7526e-03) (hash(x)=77643862)
|
| 197 |
+
1610 train 4.256927 (lr=1.7472e-03) (hash(x)=88862575)
|
| 198 |
+
1620 train 4.271255 (lr=1.7418e-03) (hash(x)=84612581)
|
| 199 |
+
1630 train 4.302596 (lr=1.7364e-03) (hash(x)=87075989)
|
| 200 |
+
1640 train 4.195437 (lr=1.7309e-03) (hash(x)=88277361)
|
| 201 |
+
1650 train 4.311106 (lr=1.7254e-03) (hash(x)=78750236)
|
| 202 |
+
1660 train 4.227193 (lr=1.7198e-03) (hash(x)=82604581)
|
| 203 |
+
1670 train 4.066800 (lr=1.7142e-03) (hash(x)=68482265)
|
| 204 |
+
1680 train 4.188039 (lr=1.7085e-03) (hash(x)=75088835)
|
| 205 |
+
1690 train 4.137449 (lr=1.7028e-03) (hash(x)=66060989)
|
| 206 |
+
1700 val loss 4.3105
|
| 207 |
+
1700 val perplexity 74.4799
|
| 208 |
+
1700 train 4.303092 (lr=1.6970e-03) (hash(x)=79986754)
|
| 209 |
+
1710 train 4.292951 (lr=1.6912e-03) (hash(x)=83657930)
|
| 210 |
+
1720 train 4.233716 (lr=1.6854e-03) (hash(x)=81754135)
|
| 211 |
+
1730 train 4.317089 (lr=1.6795e-03) (hash(x)=78904427)
|
| 212 |
+
1740 train 4.214405 (lr=1.6736e-03) (hash(x)=85920177)
|
| 213 |
+
1750 train 4.268301 (lr=1.6676e-03) (hash(x)=86573211)
|
| 214 |
+
1760 train 4.226496 (lr=1.6616e-03) (hash(x)=81737128)
|
| 215 |
+
1770 train 4.218390 (lr=1.6555e-03) (hash(x)=77400968)
|
| 216 |
+
1780 train 4.229881 (lr=1.6494e-03) (hash(x)=73545497)
|
| 217 |
+
1790 train 4.482973 (lr=1.6433e-03) (hash(x)=71641943)
|
| 218 |
+
1800 val loss 4.2666
|
| 219 |
+
1800 val perplexity 71.2754
|
| 220 |
+
1800 train 4.330650 (lr=1.6371e-03) (hash(x)=87819781)
|
| 221 |
+
1810 train 4.188914 (lr=1.6309e-03) (hash(x)=86870770)
|
| 222 |
+
1820 train 4.197684 (lr=1.6246e-03) (hash(x)=82522211)
|
| 223 |
+
1830 train 4.282329 (lr=1.6183e-03) (hash(x)=61947437)
|
| 224 |
+
1840 train 4.163430 (lr=1.6120e-03) (hash(x)=79865406)
|
| 225 |
+
1850 train 4.122688 (lr=1.6056e-03) (hash(x)=79828721)
|
| 226 |
+
1860 train 4.270079 (lr=1.5992e-03) (hash(x)=80869571)
|
| 227 |
+
1870 train 4.255038 (lr=1.5928e-03) (hash(x)=73780971)
|
| 228 |
+
1880 train 4.214435 (lr=1.5863e-03) (hash(x)=79249549)
|
| 229 |
+
1890 train 4.268536 (lr=1.5798e-03) (hash(x)=81041904)
|
| 230 |
+
1900 val loss 4.2431
|
| 231 |
+
1900 val perplexity 69.6259
|
| 232 |
+
1900 train 4.336476 (lr=1.5732e-03) (hash(x)=82456430)
|
| 233 |
+
1910 train 4.109306 (lr=1.5666e-03) (hash(x)=82222135)
|
| 234 |
+
1920 train 4.143790 (lr=1.5600e-03) (hash(x)=70033249)
|
| 235 |
+
1930 train 4.130184 (lr=1.5533e-03) (hash(x)=72887360)
|
| 236 |
+
1940 train 4.179301 (lr=1.5467e-03) (hash(x)=83251100)
|
| 237 |
+
1950 train 4.212892 (lr=1.5399e-03) (hash(x)=79660266)
|
| 238 |
+
1960 train 4.096307 (lr=1.5332e-03) (hash(x)=78919068)
|
| 239 |
+
1970 train 4.198797 (lr=1.5264e-03) (hash(x)=94690431)
|
| 240 |
+
1980 train 4.037574 (lr=1.5196e-03) (hash(x)=88153756)
|
| 241 |
+
1990 train 4.085520 (lr=1.5127e-03) (hash(x)=77195688)
|
| 242 |
+
2000 val loss 4.2188
|
| 243 |
+
2000 val perplexity 67.9518
|
| 244 |
+
2000 train 4.182022 (lr=1.5058e-03) (hash(x)=81308591)
|
| 245 |
+
2010 train 4.235046 (lr=1.4989e-03) (hash(x)=80205479)
|
| 246 |
+
2020 train 4.153543 (lr=1.4920e-03) (hash(x)=81008704)
|
| 247 |
+
2030 train 4.215045 (lr=1.4850e-03) (hash(x)=82914358)
|
| 248 |
+
2040 train 4.234581 (lr=1.4780e-03) (hash(x)=88064399)
|
| 249 |
+
2050 train 4.232649 (lr=1.4710e-03) (hash(x)=82889390)
|
| 250 |
+
2060 train 4.307598 (lr=1.4639e-03) (hash(x)=80913554)
|
| 251 |
+
2070 train 4.143919 (lr=1.4569e-03) (hash(x)=78121791)
|
| 252 |
+
2080 train 4.275077 (lr=1.4498e-03) (hash(x)=75356657)
|
| 253 |
+
2090 train 4.099466 (lr=1.4426e-03) (hash(x)=74048412)
|
| 254 |
+
2100 val loss 4.1962
|
| 255 |
+
2100 val perplexity 66.4306
|
| 256 |
+
2100 train 4.019866 (lr=1.4355e-03) (hash(x)=68928225)
|
| 257 |
+
2110 train 4.074094 (lr=1.4283e-03) (hash(x)=93734745)
|
| 258 |
+
2120 train 4.071678 (lr=1.4211e-03) (hash(x)=72878164)
|
| 259 |
+
2130 train 4.196694 (lr=1.4139e-03) (hash(x)=71508226)
|
| 260 |
+
2140 train 4.163470 (lr=1.4066e-03) (hash(x)=84168671)
|
| 261 |
+
2150 train 4.093198 (lr=1.3993e-03) (hash(x)=74673639)
|
| 262 |
+
2160 train 4.239716 (lr=1.3920e-03) (hash(x)=75470031)
|
| 263 |
+
2170 train 4.199570 (lr=1.3847e-03) (hash(x)=74307890)
|
| 264 |
+
2180 train 4.318952 (lr=1.3774e-03) (hash(x)=77214245)
|
| 265 |
+
2190 train 4.099724 (lr=1.3700e-03) (hash(x)=88628359)
|
| 266 |
+
2200 val loss 4.1772
|
| 267 |
+
2200 val perplexity 65.1828
|
| 268 |
+
2200 train 4.116773 (lr=1.3626e-03) (hash(x)=74779126)
|
| 269 |
+
2210 train 4.152806 (lr=1.3552e-03) (hash(x)=79817976)
|
| 270 |
+
2220 train 4.108828 (lr=1.3478e-03) (hash(x)=75258996)
|
| 271 |
+
2230 train 4.077463 (lr=1.3404e-03) (hash(x)=88164047)
|
| 272 |
+
2240 train 4.064227 (lr=1.3329e-03) (hash(x)=78580686)
|
| 273 |
+
2250 train 3.999498 (lr=1.3255e-03) (hash(x)=76510617)
|
| 274 |
+
2260 train 4.077482 (lr=1.3180e-03) (hash(x)=76043966)
|
| 275 |
+
2270 train 4.057310 (lr=1.3105e-03) (hash(x)=73062098)
|
| 276 |
+
2280 train 4.285351 (lr=1.3030e-03) (hash(x)=81885909)
|
| 277 |
+
2290 train 4.221522 (lr=1.2954e-03) (hash(x)=81481741)
|
| 278 |
+
2300 val loss 4.1555
|
| 279 |
+
2300 val perplexity 63.7840
|
| 280 |
+
2300 train 4.074477 (lr=1.2879e-03) (hash(x)=82104275)
|
| 281 |
+
2310 train 4.122712 (lr=1.2803e-03) (hash(x)=82137309)
|
| 282 |
+
2320 train 4.100186 (lr=1.2727e-03) (hash(x)=86741167)
|
| 283 |
+
2330 train 4.117412 (lr=1.2652e-03) (hash(x)=84796263)
|
| 284 |
+
2340 train 4.084436 (lr=1.2576e-03) (hash(x)=169966529)
|
| 285 |
+
2350 train 3.965243 (lr=1.2499e-03) (hash(x)=80006061)
|
| 286 |
+
2360 train 4.025638 (lr=1.2423e-03) (hash(x)=71090999)
|
| 287 |
+
2370 train 4.149453 (lr=1.2347e-03) (hash(x)=86641850)
|
| 288 |
+
2380 train 4.049049 (lr=1.2270e-03) (hash(x)=84573253)
|
| 289 |
+
2390 train 4.081619 (lr=1.2194e-03) (hash(x)=74483764)
|
| 290 |
+
2400 val loss 4.1536
|
| 291 |
+
2400 val perplexity 63.6642
|
| 292 |
+
2400 train 4.058445 (lr=1.2117e-03) (hash(x)=78327659)
|
| 293 |
+
2410 train 4.127326 (lr=1.2041e-03) (hash(x)=77273627)
|
| 294 |
+
2420 train 3.988265 (lr=1.1964e-03) (hash(x)=76938049)
|
| 295 |
+
2430 train 3.988312 (lr=1.1887e-03) (hash(x)=98449442)
|
| 296 |
+
2440 train 3.855947 (lr=1.1810e-03) (hash(x)=78157797)
|
| 297 |
+
2450 train 3.894413 (lr=1.1733e-03) (hash(x)=80637582)
|
| 298 |
+
2460 train 3.881385 (lr=1.1656e-03) (hash(x)=80023854)
|
| 299 |
+
2470 train 3.940961 (lr=1.1579e-03) (hash(x)=86678884)
|
| 300 |
+
2480 train 4.161708 (lr=1.1502e-03) (hash(x)=84086469)
|
| 301 |
+
2490 train 4.185285 (lr=1.1425e-03) (hash(x)=83131141)
|
| 302 |
+
2500 val loss 4.1253
|
| 303 |
+
2500 val perplexity 61.8873
|
| 304 |
+
2500 train 4.101366 (lr=1.1348e-03) (hash(x)=82583497)
|
| 305 |
+
2510 train 4.162744 (lr=1.1270e-03) (hash(x)=79164326)
|
| 306 |
+
2520 train 4.072135 (lr=1.1193e-03) (hash(x)=76456503)
|
| 307 |
+
2530 train 4.130395 (lr=1.1116e-03) (hash(x)=82001228)
|
| 308 |
+
2540 train 4.164486 (lr=1.1039e-03) (hash(x)=75615595)
|
| 309 |
+
2550 train 4.109352 (lr=1.0961e-03) (hash(x)=78397869)
|
| 310 |
+
2560 train 4.114742 (lr=1.0884e-03) (hash(x)=75547032)
|
| 311 |
+
2570 train 4.022499 (lr=1.0807e-03) (hash(x)=89201025)
|
| 312 |
+
2580 train 4.010750 (lr=1.0730e-03) (hash(x)=89856704)
|
| 313 |
+
2590 train 4.018825 (lr=1.0652e-03) (hash(x)=82175682)
|
| 314 |
+
2600 val loss 4.1078
|
| 315 |
+
2600 val perplexity 60.8114
|
| 316 |
+
2600 train 4.029406 (lr=1.0575e-03) (hash(x)=78312826)
|
| 317 |
+
2610 train 4.021497 (lr=1.0498e-03) (hash(x)=77066588)
|
| 318 |
+
2620 train 3.857282 (lr=1.0421e-03) (hash(x)=78666061)
|
| 319 |
+
2630 train 3.864325 (lr=1.0344e-03) (hash(x)=93762143)
|
| 320 |
+
2640 train 3.875328 (lr=1.0267e-03) (hash(x)=83191587)
|
| 321 |
+
2650 train 3.796257 (lr=1.0190e-03) (hash(x)=87169585)
|
| 322 |
+
2660 train 4.013497 (lr=1.0113e-03) (hash(x)=86426388)
|
| 323 |
+
2670 train 4.153199 (lr=1.0036e-03) (hash(x)=76692638)
|
| 324 |
+
2680 train 4.069827 (lr=9.9594e-04) (hash(x)=77446063)
|
| 325 |
+
2690 train 4.066907 (lr=9.8827e-04) (hash(x)=79809050)
|
| 326 |
+
2700 val loss 4.1018
|
| 327 |
+
2700 val perplexity 60.4508
|
| 328 |
+
2700 train 3.993732 (lr=9.8061e-04) (hash(x)=83116823)
|
| 329 |
+
2710 train 4.107031 (lr=9.7296e-04) (hash(x)=75622148)
|
| 330 |
+
2720 train 4.036642 (lr=9.6532e-04) (hash(x)=80690512)
|
| 331 |
+
2730 train 4.105757 (lr=9.5768e-04) (hash(x)=78009984)
|
| 332 |
+
2740 train 4.056344 (lr=9.5006e-04) (hash(x)=74205488)
|
| 333 |
+
2750 train 4.061750 (lr=9.4245e-04) (hash(x)=91013332)
|
| 334 |
+
2760 train 3.986669 (lr=9.3485e-04) (hash(x)=76954961)
|
| 335 |
+
2770 train 3.993824 (lr=9.2726e-04) (hash(x)=79390317)
|
| 336 |
+
2780 train 3.861348 (lr=9.1969e-04) (hash(x)=70168783)
|
| 337 |
+
2790 train 4.028719 (lr=9.1212e-04) (hash(x)=76028417)
|
| 338 |
+
2800 val loss 4.0823
|
| 339 |
+
2800 val perplexity 59.2845
|
| 340 |
+
2800 train 3.858847 (lr=9.0458e-04) (hash(x)=77656050)
|
| 341 |
+
2810 train 3.901048 (lr=8.9704e-04) (hash(x)=94248216)
|
| 342 |
+
2820 train 3.961937 (lr=8.8952e-04) (hash(x)=78305078)
|
| 343 |
+
2830 train 3.873692 (lr=8.8202e-04) (hash(x)=79948848)
|
| 344 |
+
2840 train 3.743119 (lr=8.7453e-04) (hash(x)=85341024)
|
| 345 |
+
2850 train 4.048859 (lr=8.6706e-04) (hash(x)=78735170)
|
| 346 |
+
2860 train 4.297523 (lr=8.5961e-04) (hash(x)=71616419)
|
| 347 |
+
2870 train 4.071503 (lr=8.5217e-04) (hash(x)=78656517)
|
| 348 |
+
2880 train 4.081413 (lr=8.4476e-04) (hash(x)=80073987)
|
| 349 |
+
2890 train 4.013014 (lr=8.3736e-04) (hash(x)=76894809)
|
| 350 |
+
2900 val loss 4.0561
|
| 351 |
+
2900 val perplexity 57.7509
|
| 352 |
+
2900 train 3.990272 (lr=8.2998e-04) (hash(x)=80499838)
|
| 353 |
+
2910 train 4.046641 (lr=8.2262e-04) (hash(x)=72673354)
|
| 354 |
+
2920 train 4.026279 (lr=8.1528e-04) (hash(x)=84265768)
|
| 355 |
+
2930 train 4.057053 (lr=8.0796e-04) (hash(x)=79612060)
|
| 356 |
+
2940 train 3.908737 (lr=8.0067e-04) (hash(x)=74970087)
|
| 357 |
+
2950 train 4.062082 (lr=7.9339e-04) (hash(x)=84166818)
|
| 358 |
+
2960 train 4.051934 (lr=7.8614e-04) (hash(x)=89410221)
|
| 359 |
+
2970 train 3.991116 (lr=7.7891e-04) (hash(x)=75672566)
|
| 360 |
+
2980 train 3.845129 (lr=7.7171e-04) (hash(x)=81760314)
|
| 361 |
+
2990 train 3.823239 (lr=7.6453e-04) (hash(x)=80605200)
|
| 362 |
+
3000 val loss 4.0562
|
| 363 |
+
3000 val perplexity 57.7550
|
| 364 |
+
3000 train 3.815274 (lr=7.5737e-04) (hash(x)=83804735)
|
| 365 |
+
3010 train 3.746502 (lr=7.5024e-04) (hash(x)=77015303)
|
| 366 |
+
3020 train 3.814465 (lr=7.4313e-04) (hash(x)=81464523)
|
| 367 |
+
3030 train 4.013062 (lr=7.3606e-04) (hash(x)=80168230)
|
| 368 |
+
3040 train 3.950656 (lr=7.2900e-04) (hash(x)=84817006)
|
| 369 |
+
3050 train 4.058958 (lr=7.2198e-04) (hash(x)=71601811)
|
| 370 |
+
3060 train 3.979730 (lr=7.1498e-04) (hash(x)=85499733)
|
| 371 |
+
3070 train 4.037491 (lr=7.0801e-04) (hash(x)=78670408)
|
| 372 |
+
3080 train 3.926682 (lr=7.0107e-04) (hash(x)=77120468)
|
| 373 |
+
3090 train 4.033261 (lr=6.9416e-04) (hash(x)=77927426)
|
| 374 |
+
3100 val loss 4.0353
|
| 375 |
+
3100 val perplexity 56.5615
|
| 376 |
+
3100 train 4.050038 (lr=6.8728e-04) (hash(x)=83998606)
|
| 377 |
+
3110 train 3.947989 (lr=6.8043e-04) (hash(x)=77990218)
|
| 378 |
+
3120 train 3.865227 (lr=6.7362e-04) (hash(x)=81623970)
|
| 379 |
+
3130 train 3.836588 (lr=6.6683e-04) (hash(x)=75014781)
|
| 380 |
+
3140 train 3.892474 (lr=6.6007e-04) (hash(x)=72591250)
|
| 381 |
+
3150 train 3.906770 (lr=6.5335e-04) (hash(x)=81421847)
|
| 382 |
+
3160 train 3.956095 (lr=6.4666e-04) (hash(x)=75112631)
|
| 383 |
+
3170 train 4.053905 (lr=6.4000e-04) (hash(x)=87518033)
|
| 384 |
+
3180 train 3.894997 (lr=6.3338e-04) (hash(x)=78648348)
|
| 385 |
+
3190 train 4.017542 (lr=6.2679e-04) (hash(x)=78270029)
|
| 386 |
+
3200 val loss 4.0160
|
| 387 |
+
3200 val perplexity 55.4812
|
| 388 |
+
3200 train 4.091595 (lr=6.2024e-04) (hash(x)=83380714)
|
| 389 |
+
3210 train 4.267375 (lr=6.1372e-04) (hash(x)=67804991)
|
| 390 |
+
3220 train 4.000564 (lr=6.0724e-04) (hash(x)=76968804)
|
| 391 |
+
3230 train 3.937478 (lr=6.0079e-04) (hash(x)=75798670)
|
| 392 |
+
3240 train 4.011580 (lr=5.9438e-04) (hash(x)=83192811)
|
| 393 |
+
3250 train 3.947131 (lr=5.8801e-04) (hash(x)=81659789)
|
| 394 |
+
3260 train 3.991312 (lr=5.8167e-04) (hash(x)=80622502)
|
| 395 |
+
3270 train 3.959703 (lr=5.7538e-04) (hash(x)=85436511)
|
| 396 |
+
3280 train 3.903218 (lr=5.6912e-04) (hash(x)=80589180)
|
| 397 |
+
3290 train 4.043356 (lr=5.6290e-04) (hash(x)=85747193)
|
| 398 |
+
3300 val loss 4.0113
|
| 399 |
+
3300 val perplexity 55.2159
|
| 400 |
+
3300 train 3.909591 (lr=5.5672e-04) (hash(x)=74635692)
|
| 401 |
+
3310 train 3.896422 (lr=5.5058e-04) (hash(x)=82045455)
|
| 402 |
+
3320 train 3.766707 (lr=5.4449e-04) (hash(x)=73249173)
|
| 403 |
+
3330 train 3.727118 (lr=5.3843e-04) (hash(x)=71492338)
|
| 404 |
+
3340 train 4.062700 (lr=5.3241e-04) (hash(x)=76374071)
|
| 405 |
+
3350 train 4.030070 (lr=5.2644e-04) (hash(x)=80474064)
|
| 406 |
+
3360 train 3.943725 (lr=5.2051e-04) (hash(x)=84390892)
|
| 407 |
+
3370 train 3.985867 (lr=5.1462e-04) (hash(x)=83399949)
|
| 408 |
+
3380 train 4.038242 (lr=5.0877e-04) (hash(x)=77648059)
|
| 409 |
+
3390 train 4.008017 (lr=5.0297e-04) (hash(x)=80152701)
|
| 410 |
+
3400 val loss 3.9922
|
| 411 |
+
3400 val perplexity 54.1716
|
| 412 |
+
3400 train 4.060925 (lr=4.9721e-04) (hash(x)=81952545)
|
| 413 |
+
3410 train 4.018839 (lr=4.9149e-04) (hash(x)=80908993)
|
| 414 |
+
3420 train 4.061543 (lr=4.8582e-04) (hash(x)=79610037)
|
| 415 |
+
3430 train 3.923720 (lr=4.8020e-04) (hash(x)=87624382)
|
| 416 |
+
3440 train 3.983872 (lr=4.7462e-04) (hash(x)=82336381)
|
| 417 |
+
3450 train 3.961577 (lr=4.6909e-04) (hash(x)=87687835)
|
| 418 |
+
3460 train 3.963325 (lr=4.6360e-04) (hash(x)=76376135)
|
| 419 |
+
3470 train 3.874464 (lr=4.5816e-04) (hash(x)=79331391)
|
| 420 |
+
3480 train 3.786614 (lr=4.5277e-04) (hash(x)=107002681)
|
| 421 |
+
3490 train 3.864139 (lr=4.4743e-04) (hash(x)=77465514)
|
| 422 |
+
3500 val loss 3.9882
|
| 423 |
+
3500 val perplexity 53.9590
|
| 424 |
+
3500 train 3.825139 (lr=4.4213e-04) (hash(x)=88237229)
|
| 425 |
+
3510 train 3.892308 (lr=4.3689e-04) (hash(x)=81011739)
|
| 426 |
+
3520 train 3.945078 (lr=4.3169e-04) (hash(x)=64643427)
|
| 427 |
+
3530 train 4.217670 (lr=4.2654e-04) (hash(x)=78029539)
|
| 428 |
+
3540 train 4.051165 (lr=4.2144e-04) (hash(x)=83188968)
|
| 429 |
+
3550 train 4.070911 (lr=4.1639e-04) (hash(x)=86104185)
|
| 430 |
+
3560 train 3.989864 (lr=4.1139e-04) (hash(x)=81993629)
|
| 431 |
+
3570 train 3.969471 (lr=4.0644e-04) (hash(x)=72719368)
|
| 432 |
+
3580 train 3.978530 (lr=4.0154e-04) (hash(x)=90091487)
|
| 433 |
+
3590 train 3.865051 (lr=3.9670e-04) (hash(x)=77393152)
|
| 434 |
+
3600 val loss 3.9702
|
| 435 |
+
3600 val perplexity 52.9961
|
| 436 |
+
3600 train 3.975209 (lr=3.9190e-04) (hash(x)=73103504)
|
| 437 |
+
3610 train 3.977831 (lr=3.8716e-04) (hash(x)=84429400)
|
| 438 |
+
3620 train 3.953152 (lr=3.8247e-04) (hash(x)=77021795)
|
| 439 |
+
3630 train 3.907960 (lr=3.7783e-04) (hash(x)=92830605)
|
| 440 |
+
3640 train 4.103097 (lr=3.7325e-04) (hash(x)=78313175)
|
| 441 |
+
3650 train 3.900068 (lr=3.6872e-04) (hash(x)=85395549)
|
| 442 |
+
3660 train 3.694602 (lr=3.6424e-04) (hash(x)=78114459)
|
| 443 |
+
3670 train 3.823733 (lr=3.5982e-04) (hash(x)=74968316)
|
| 444 |
+
3680 train 3.751409 (lr=3.5545e-04) (hash(x)=73358737)
|
| 445 |
+
3690 train 3.850452 (lr=3.5114e-04) (hash(x)=76399442)
|
| 446 |
+
3700 val loss 3.9721
|
| 447 |
+
3700 val perplexity 53.0935
|
| 448 |
+
3700 train 3.859210 (lr=3.4688e-04) (hash(x)=74039273)
|
| 449 |
+
3710 train 4.038212 (lr=3.4268e-04) (hash(x)=79299680)
|
| 450 |
+
3720 train 3.943767 (lr=3.3854e-04) (hash(x)=94701498)
|
| 451 |
+
3730 train 4.029913 (lr=3.3445e-04) (hash(x)=75352071)
|
| 452 |
+
3740 train 3.905077 (lr=3.3041e-04) (hash(x)=77909487)
|
| 453 |
+
3750 train 4.009928 (lr=3.2644e-04) (hash(x)=73986730)
|
| 454 |
+
3760 train 3.963302 (lr=3.2252e-04) (hash(x)=79325763)
|
| 455 |
+
3770 train 4.015776 (lr=3.1865e-04) (hash(x)=72457818)
|
| 456 |
+
3780 train 4.149921 (lr=3.1485e-04) (hash(x)=71775590)
|
| 457 |
+
3790 train 4.036805 (lr=3.1110e-04) (hash(x)=82638943)
|
| 458 |
+
3800 val loss 3.9552
|
| 459 |
+
3800 val perplexity 52.2058
|
| 460 |
+
3800 train 4.009172 (lr=3.0741e-04) (hash(x)=79965893)
|
| 461 |
+
3810 train 3.945343 (lr=3.0378e-04) (hash(x)=72598235)
|
| 462 |
+
3820 train 3.926299 (lr=3.0021e-04) (hash(x)=83113889)
|
| 463 |
+
3830 train 3.985319 (lr=2.9670e-04) (hash(x)=74434590)
|
| 464 |
+
3840 train 3.903815 (lr=2.9324e-04) (hash(x)=82860348)
|
| 465 |
+
3850 train 3.843144 (lr=2.8985e-04) (hash(x)=78067565)
|
| 466 |
+
3860 train 3.909347 (lr=2.8651e-04) (hash(x)=82592498)
|
| 467 |
+
3870 train 3.841512 (lr=2.8324e-04) (hash(x)=81820733)
|
| 468 |
+
3880 train 3.858000 (lr=2.8002e-04) (hash(x)=87709040)
|
| 469 |
+
3890 train 3.898998 (lr=2.7687e-04) (hash(x)=70379093)
|
| 470 |
+
3900 val loss 3.9491
|
| 471 |
+
3900 val perplexity 51.8884
|
| 472 |
+
3900 train 4.025016 (lr=2.7378e-04) (hash(x)=76597431)
|
| 473 |
+
3910 train 3.910314 (lr=2.7074e-04) (hash(x)=90490716)
|
| 474 |
+
3920 train 4.014737 (lr=2.6777e-04) (hash(x)=81970659)
|
| 475 |
+
3930 train 3.995528 (lr=2.6486e-04) (hash(x)=81496334)
|
| 476 |
+
3940 train 3.971812 (lr=2.6201e-04) (hash(x)=75717605)
|
| 477 |
+
3950 train 3.920965 (lr=2.5923e-04) (hash(x)=82749357)
|
| 478 |
+
3960 train 3.948948 (lr=2.5650e-04) (hash(x)=89355157)
|
| 479 |
+
3970 train 3.907092 (lr=2.5384e-04) (hash(x)=78980403)
|
| 480 |
+
3980 train 3.879369 (lr=2.5124e-04) (hash(x)=76627217)
|
| 481 |
+
3990 train 3.882000 (lr=2.4870e-04) (hash(x)=72412879)
|
| 482 |
+
4000 val loss 3.9439
|
| 483 |
+
4000 val perplexity 51.6200
|
| 484 |
+
4000 train 3.892717 (lr=2.4622e-04) (hash(x)=83018142)
|
| 485 |
+
4010 train 3.909440 (lr=2.4381e-04) (hash(x)=81272436)
|
| 486 |
+
4020 train 3.838274 (lr=2.4146e-04) (hash(x)=85497482)
|
| 487 |
+
4030 train 3.908234 (lr=2.3918e-04) (hash(x)=85241734)
|
| 488 |
+
4040 train 3.873814 (lr=2.3695e-04) (hash(x)=77925307)
|
| 489 |
+
4050 train 3.875640 (lr=2.3479e-04) (hash(x)=84826179)
|
| 490 |
+
4060 train 3.935628 (lr=2.3270e-04) (hash(x)=83606764)
|
| 491 |
+
4070 train 3.844050 (lr=2.3067e-04) (hash(x)=80567590)
|
| 492 |
+
4080 train 3.899173 (lr=2.2870e-04) (hash(x)=76860998)
|
| 493 |
+
4090 train 3.932312 (lr=2.2680e-04) (hash(x)=74902328)
|
| 494 |
+
4100 val loss 3.9328
|
| 495 |
+
4100 val perplexity 51.0477
|
| 496 |
+
4100 train 3.979079 (lr=2.2496e-04) (hash(x)=82832041)
|
| 497 |
+
4110 train 3.859890 (lr=2.2318e-04) (hash(x)=79143262)
|
| 498 |
+
4120 train 3.879714 (lr=2.2147e-04) (hash(x)=77038149)
|
| 499 |
+
4130 train 4.065175 (lr=2.1983e-04) (hash(x)=86339074)
|
| 500 |
+
4140 train 4.135539 (lr=2.1825e-04) (hash(x)=76686216)
|
| 501 |
+
4150 train 3.908681 (lr=2.1673e-04) (hash(x)=70522682)
|
| 502 |
+
4160 train 3.870486 (lr=2.1528e-04) (hash(x)=90958555)
|
| 503 |
+
4170 train 3.894336 (lr=2.1390e-04) (hash(x)=91463532)
|
| 504 |
+
4180 train 3.884353 (lr=2.1258e-04) (hash(x)=81959329)
|
| 505 |
+
4190 train 3.843055 (lr=2.1132e-04) (hash(x)=83146752)
|
| 506 |
+
4200 val loss 3.9373
|
| 507 |
+
4200 val perplexity 51.2792
|
| 508 |
+
4200 train 3.831522 (lr=2.1013e-04) (hash(x)=78361715)
|
| 509 |
+
4210 train 3.976437 (lr=2.0901e-04) (hash(x)=87364889)
|
| 510 |
+
4220 train 3.825133 (lr=2.0795e-04) (hash(x)=70465156)
|
| 511 |
+
4230 train 3.984936 (lr=2.0696e-04) (hash(x)=84524081)
|
| 512 |
+
4240 train 3.938857 (lr=2.0604e-04) (hash(x)=77824868)
|
| 513 |
+
4250 train 3.951124 (lr=2.0518e-04) (hash(x)=81710711)
|
| 514 |
+
4260 train 3.930253 (lr=2.0438e-04) (hash(x)=76362728)
|
| 515 |
+
4270 train 3.922884 (lr=2.0365e-04) (hash(x)=83115208)
|
| 516 |
+
4280 train 3.839184 (lr=2.0299e-04) (hash(x)=87218314)
|
| 517 |
+
4290 train 4.000162 (lr=2.0239e-04) (hash(x)=74582673)
|
| 518 |
+
4300 val loss 3.9298
|
| 519 |
+
4300 val perplexity 50.8975
|
| 520 |
+
4300 train 3.869942 (lr=2.0186e-04) (hash(x)=77379615)
|
| 521 |
+
4310 train 3.847957 (lr=2.0140e-04) (hash(x)=78669579)
|
| 522 |
+
4320 train 3.963618 (lr=2.0100e-04) (hash(x)=83066608)
|
| 523 |
+
4330 train 3.925366 (lr=2.0067e-04) (hash(x)=83037340)
|
| 524 |
+
4340 train 3.964192 (lr=2.0041e-04) (hash(x)=82849771)
|
| 525 |
+
4350 train 3.903562 (lr=2.0021e-04) (hash(x)=76693985)
|
| 526 |
+
4360 train 3.990994 (lr=2.0007e-04) (hash(x)=77745394)
|
| 527 |
+
4370 train 3.952344 (lr=2.0001e-04) (hash(x)=79954388)
|
| 528 |
+
4374 val loss 3.9237
|
| 529 |
+
4374 val perplexity 50.5891
|
12_head_baseline_lr_20e-4_head_dim_22_fixed/model_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:00ae6c3f3fa1627c4a8f1fdb2e05767ac2ceed9d9e7236d5542f0e44e66c0313
|
| 3 |
+
size 96858242
|
12_head_baseline_lr_20e-4_head_dim_22_fixed/optimizer_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f1976acf5118fc88a50db290492b4a73158894461d6764293991a0e618ca490e
|
| 3 |
+
size 187435910
|