Upload folder using huggingface_hub
Browse files
12_head_baseline_lr_16e-4/args.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"hellaswag": true, "attention_kind": "selective", "log_dir": "logs/repro_selective_pattern_rankings/12_head_baseline_lr_16e-4", "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, "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": 0.0016, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "12_head_baseline_lr_16e-4"}
|
12_head_baseline_lr_16e-4/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_16e-4/log2.txt
ADDED
|
@@ -0,0 +1,529 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
max_steps: 4375
|
| 2 |
+
0 val loss 10.9275
|
| 3 |
+
0 val perplexity 55688.2578
|
| 4 |
+
0 train 10.927715 (lr=2.2378e-06) (hash(x)=93356070)
|
| 5 |
+
10 train 9.798237 (lr=2.4615e-05) (hash(x)=91253010)
|
| 6 |
+
20 train 9.396315 (lr=4.6993e-05) (hash(x)=74934453)
|
| 7 |
+
30 train 9.005478 (lr=6.9371e-05) (hash(x)=79278034)
|
| 8 |
+
40 train 8.433649 (lr=9.1748e-05) (hash(x)=80107892)
|
| 9 |
+
50 train 7.974592 (lr=1.1413e-04) (hash(x)=70745428)
|
| 10 |
+
60 train 7.783370 (lr=1.3650e-04) (hash(x)=80077589)
|
| 11 |
+
70 train 7.477903 (lr=1.5888e-04) (hash(x)=76213766)
|
| 12 |
+
80 train 7.492089 (lr=1.8126e-04) (hash(x)=83218328)
|
| 13 |
+
90 train 7.285089 (lr=2.0364e-04) (hash(x)=74855845)
|
| 14 |
+
100 val loss 7.1958
|
| 15 |
+
100 val perplexity 1333.7958
|
| 16 |
+
100 train 7.032207 (lr=2.2601e-04) (hash(x)=82814902)
|
| 17 |
+
110 train 6.953409 (lr=2.4839e-04) (hash(x)=84907741)
|
| 18 |
+
120 train 6.804421 (lr=2.7077e-04) (hash(x)=82613223)
|
| 19 |
+
130 train 6.645586 (lr=2.9315e-04) (hash(x)=83540876)
|
| 20 |
+
140 train 6.586178 (lr=3.1552e-04) (hash(x)=75095216)
|
| 21 |
+
150 train 6.651823 (lr=3.3790e-04) (hash(x)=97190944)
|
| 22 |
+
160 train 6.560573 (lr=3.6028e-04) (hash(x)=82117809)
|
| 23 |
+
170 train 6.456620 (lr=3.8266e-04) (hash(x)=70514724)
|
| 24 |
+
180 train 6.387156 (lr=4.0503e-04) (hash(x)=81029624)
|
| 25 |
+
190 train 6.303118 (lr=4.2741e-04) (hash(x)=78996841)
|
| 26 |
+
200 val loss 6.2306
|
| 27 |
+
200 val perplexity 508.0386
|
| 28 |
+
200 train 6.240286 (lr=4.4979e-04) (hash(x)=79845097)
|
| 29 |
+
210 train 6.120396 (lr=4.7217e-04) (hash(x)=78997683)
|
| 30 |
+
220 train 6.037217 (lr=4.9455e-04) (hash(x)=74895865)
|
| 31 |
+
230 train 6.181069 (lr=5.1692e-04) (hash(x)=80933276)
|
| 32 |
+
240 train 5.878169 (lr=5.3930e-04) (hash(x)=77664606)
|
| 33 |
+
250 train 5.922624 (lr=5.6168e-04) (hash(x)=75903930)
|
| 34 |
+
260 train 5.814422 (lr=5.8406e-04) (hash(x)=82996853)
|
| 35 |
+
270 train 5.751627 (lr=6.0643e-04) (hash(x)=73269568)
|
| 36 |
+
280 train 5.699580 (lr=6.2881e-04) (hash(x)=82906427)
|
| 37 |
+
290 train 5.609686 (lr=6.5119e-04) (hash(x)=71797895)
|
| 38 |
+
300 val loss 5.7720
|
| 39 |
+
300 val perplexity 321.1844
|
| 40 |
+
300 train 5.478294 (lr=6.7357e-04) (hash(x)=85232249)
|
| 41 |
+
310 train 5.390877 (lr=6.9594e-04) (hash(x)=75252489)
|
| 42 |
+
320 train 5.487942 (lr=7.1832e-04) (hash(x)=74394644)
|
| 43 |
+
330 train 5.577361 (lr=7.4070e-04) (hash(x)=82772910)
|
| 44 |
+
340 train 5.647011 (lr=7.6308e-04) (hash(x)=81627464)
|
| 45 |
+
350 train 5.597541 (lr=7.8545e-04) (hash(x)=84678053)
|
| 46 |
+
360 train 5.519506 (lr=8.0783e-04) (hash(x)=81884128)
|
| 47 |
+
370 train 5.539505 (lr=8.3021e-04) (hash(x)=76379242)
|
| 48 |
+
380 train 5.352305 (lr=8.5259e-04) (hash(x)=98182875)
|
| 49 |
+
390 train 5.305471 (lr=8.7497e-04) (hash(x)=79710436)
|
| 50 |
+
400 val loss 5.3553
|
| 51 |
+
400 val perplexity 211.7274
|
| 52 |
+
400 train 5.303134 (lr=8.9734e-04) (hash(x)=79841071)
|
| 53 |
+
410 train 5.253006 (lr=9.1972e-04) (hash(x)=75844151)
|
| 54 |
+
420 train 5.238636 (lr=9.4210e-04) (hash(x)=73125036)
|
| 55 |
+
430 train 5.275555 (lr=9.6448e-04) (hash(x)=84214858)
|
| 56 |
+
440 train 5.152685 (lr=9.8685e-04) (hash(x)=80456994)
|
| 57 |
+
450 train 5.137425 (lr=1.0092e-03) (hash(x)=76735962)
|
| 58 |
+
460 train 5.050288 (lr=1.0316e-03) (hash(x)=81845446)
|
| 59 |
+
470 train 4.852437 (lr=1.0540e-03) (hash(x)=76094689)
|
| 60 |
+
480 train 4.947817 (lr=1.0764e-03) (hash(x)=83806686)
|
| 61 |
+
490 train 4.764601 (lr=1.0987e-03) (hash(x)=84690227)
|
| 62 |
+
500 val loss 5.1016
|
| 63 |
+
500 val perplexity 164.2830
|
| 64 |
+
500 train 4.842937 (lr=1.1211e-03) (hash(x)=71851938)
|
| 65 |
+
510 train 4.935117 (lr=1.1435e-03) (hash(x)=77159346)
|
| 66 |
+
520 train 5.004507 (lr=1.1659e-03) (hash(x)=80755753)
|
| 67 |
+
530 train 5.050716 (lr=1.1883e-03) (hash(x)=75379679)
|
| 68 |
+
540 train 4.985985 (lr=1.2106e-03) (hash(x)=82458619)
|
| 69 |
+
550 train 4.935608 (lr=1.2330e-03) (hash(x)=86366396)
|
| 70 |
+
560 train 4.980645 (lr=1.2554e-03) (hash(x)=85095044)
|
| 71 |
+
570 train 4.892474 (lr=1.2778e-03) (hash(x)=78385159)
|
| 72 |
+
580 train 4.830591 (lr=1.3001e-03) (hash(x)=79342394)
|
| 73 |
+
590 train 4.841479 (lr=1.3225e-03) (hash(x)=70782192)
|
| 74 |
+
600 val loss 4.8460
|
| 75 |
+
600 val perplexity 127.2367
|
| 76 |
+
600 train 4.819918 (lr=1.3449e-03) (hash(x)=76130353)
|
| 77 |
+
610 train 4.748949 (lr=1.3673e-03) (hash(x)=74778440)
|
| 78 |
+
620 train 4.723595 (lr=1.3897e-03) (hash(x)=79129709)
|
| 79 |
+
630 train 4.627557 (lr=1.4120e-03) (hash(x)=76469962)
|
| 80 |
+
640 train 4.624539 (lr=1.4344e-03) (hash(x)=78288049)
|
| 81 |
+
650 train 4.556910 (lr=1.4568e-03) (hash(x)=76641388)
|
| 82 |
+
660 train 4.469276 (lr=1.4792e-03) (hash(x)=75937906)
|
| 83 |
+
670 train 4.465406 (lr=1.5015e-03) (hash(x)=74807157)
|
| 84 |
+
680 train 4.367145 (lr=1.5239e-03) (hash(x)=77490144)
|
| 85 |
+
690 train 4.409160 (lr=1.5463e-03) (hash(x)=72900124)
|
| 86 |
+
700 val loss 4.6771
|
| 87 |
+
700 val perplexity 107.4606
|
| 88 |
+
700 train 4.367651 (lr=1.5687e-03) (hash(x)=73424218)
|
| 89 |
+
710 train 4.661384 (lr=1.5910e-03) (hash(x)=86052345)
|
| 90 |
+
720 train 4.639750 (lr=1.6000e-03) (hash(x)=77462613)
|
| 91 |
+
730 train 4.650421 (lr=1.5999e-03) (hash(x)=79027471)
|
| 92 |
+
740 train 4.596417 (lr=1.5998e-03) (hash(x)=78149992)
|
| 93 |
+
750 train 4.533423 (lr=1.5997e-03) (hash(x)=89147499)
|
| 94 |
+
760 train 4.602837 (lr=1.5995e-03) (hash(x)=74931538)
|
| 95 |
+
770 train 4.533976 (lr=1.5992e-03) (hash(x)=89648204)
|
| 96 |
+
780 train 4.588074 (lr=1.5989e-03) (hash(x)=83708293)
|
| 97 |
+
790 train 4.583754 (lr=1.5985e-03) (hash(x)=84336512)
|
| 98 |
+
800 val loss 4.5473
|
| 99 |
+
800 val perplexity 94.3780
|
| 100 |
+
800 train 4.473948 (lr=1.5981e-03) (hash(x)=75025285)
|
| 101 |
+
810 train 4.394310 (lr=1.5976e-03) (hash(x)=79436536)
|
| 102 |
+
820 train 4.396888 (lr=1.5971e-03) (hash(x)=90467390)
|
| 103 |
+
830 train 4.431841 (lr=1.5965e-03) (hash(x)=77292020)
|
| 104 |
+
840 train 4.356587 (lr=1.5959e-03) (hash(x)=75568927)
|
| 105 |
+
850 train 4.378909 (lr=1.5952e-03) (hash(x)=79671781)
|
| 106 |
+
860 train 4.464846 (lr=1.5944e-03) (hash(x)=84280943)
|
| 107 |
+
870 train 4.462914 (lr=1.5936e-03) (hash(x)=80901294)
|
| 108 |
+
880 train 4.570021 (lr=1.5928e-03) (hash(x)=81437584)
|
| 109 |
+
890 train 4.426832 (lr=1.5919e-03) (hash(x)=73893778)
|
| 110 |
+
900 val loss 4.4433
|
| 111 |
+
900 val perplexity 85.0512
|
| 112 |
+
900 train 4.379714 (lr=1.5909e-03) (hash(x)=74987794)
|
| 113 |
+
910 train 4.395721 (lr=1.5899e-03) (hash(x)=93721374)
|
| 114 |
+
920 train 4.380036 (lr=1.5889e-03) (hash(x)=79149678)
|
| 115 |
+
930 train 4.338592 (lr=1.5878e-03) (hash(x)=83179387)
|
| 116 |
+
940 train 4.333689 (lr=1.5866e-03) (hash(x)=89009978)
|
| 117 |
+
950 train 4.338483 (lr=1.5854e-03) (hash(x)=76483735)
|
| 118 |
+
960 train 4.254809 (lr=1.5841e-03) (hash(x)=78638850)
|
| 119 |
+
970 train 4.295341 (lr=1.5828e-03) (hash(x)=90415206)
|
| 120 |
+
980 train 4.239851 (lr=1.5815e-03) (hash(x)=90819195)
|
| 121 |
+
990 train 4.368494 (lr=1.5800e-03) (hash(x)=85938852)
|
| 122 |
+
1000 val loss 4.3452
|
| 123 |
+
1000 val perplexity 77.1087
|
| 124 |
+
1000 train 4.391242 (lr=1.5786e-03) (hash(x)=82436789)
|
| 125 |
+
1010 train 4.479742 (lr=1.5770e-03) (hash(x)=63022149)
|
| 126 |
+
1020 train 4.357800 (lr=1.5755e-03) (hash(x)=83501199)
|
| 127 |
+
1030 train 4.340155 (lr=1.5738e-03) (hash(x)=77093326)
|
| 128 |
+
1040 train 4.214557 (lr=1.5722e-03) (hash(x)=73437559)
|
| 129 |
+
1050 train 4.304566 (lr=1.5704e-03) (hash(x)=84550388)
|
| 130 |
+
1060 train 4.308388 (lr=1.5687e-03) (hash(x)=86184566)
|
| 131 |
+
1070 train 4.290480 (lr=1.5668e-03) (hash(x)=85644922)
|
| 132 |
+
1080 train 4.228671 (lr=1.5650e-03) (hash(x)=86179801)
|
| 133 |
+
1090 train 4.205384 (lr=1.5630e-03) (hash(x)=82868303)
|
| 134 |
+
1100 val loss 4.2725
|
| 135 |
+
1100 val perplexity 71.7021
|
| 136 |
+
1100 train 4.297600 (lr=1.5610e-03) (hash(x)=96780388)
|
| 137 |
+
1110 train 4.243422 (lr=1.5590e-03) (hash(x)=87223122)
|
| 138 |
+
1120 train 4.218210 (lr=1.5569e-03) (hash(x)=77292786)
|
| 139 |
+
1130 train 4.236127 (lr=1.5548e-03) (hash(x)=88761375)
|
| 140 |
+
1140 train 4.137029 (lr=1.5526e-03) (hash(x)=80956468)
|
| 141 |
+
1150 train 4.311957 (lr=1.5504e-03) (hash(x)=84725462)
|
| 142 |
+
1160 train 4.298216 (lr=1.5481e-03) (hash(x)=76098113)
|
| 143 |
+
1170 train 4.277210 (lr=1.5458e-03) (hash(x)=84387685)
|
| 144 |
+
1180 train 4.219014 (lr=1.5434e-03) (hash(x)=76120321)
|
| 145 |
+
1190 train 4.184316 (lr=1.5410e-03) (hash(x)=85974065)
|
| 146 |
+
1200 val loss 4.2007
|
| 147 |
+
1200 val perplexity 66.7335
|
| 148 |
+
1200 train 4.087433 (lr=1.5385e-03) (hash(x)=79340644)
|
| 149 |
+
1210 train 4.184216 (lr=1.5360e-03) (hash(x)=88345025)
|
| 150 |
+
1220 train 4.083379 (lr=1.5334e-03) (hash(x)=86406230)
|
| 151 |
+
1230 train 4.076100 (lr=1.5308e-03) (hash(x)=80608975)
|
| 152 |
+
1240 train 4.142020 (lr=1.5281e-03) (hash(x)=81635225)
|
| 153 |
+
1250 train 3.971007 (lr=1.5254e-03) (hash(x)=82126376)
|
| 154 |
+
1260 train 4.150791 (lr=1.5226e-03) (hash(x)=83737972)
|
| 155 |
+
1270 train 4.057129 (lr=1.5198e-03) (hash(x)=81132345)
|
| 156 |
+
1280 train 4.139013 (lr=1.5170e-03) (hash(x)=85850404)
|
| 157 |
+
1290 train 4.141372 (lr=1.5141e-03) (hash(x)=83490640)
|
| 158 |
+
1300 val loss 4.1526
|
| 159 |
+
1300 val perplexity 63.5984
|
| 160 |
+
1300 train 4.123569 (lr=1.5111e-03) (hash(x)=77545187)
|
| 161 |
+
1310 train 4.170946 (lr=1.5081e-03) (hash(x)=86412685)
|
| 162 |
+
1320 train 4.069434 (lr=1.5051e-03) (hash(x)=86429640)
|
| 163 |
+
1330 train 4.196823 (lr=1.5020e-03) (hash(x)=79645281)
|
| 164 |
+
1340 train 4.155946 (lr=1.4989e-03) (hash(x)=82668541)
|
| 165 |
+
1350 train 4.026730 (lr=1.4957e-03) (hash(x)=73627248)
|
| 166 |
+
1360 train 4.132848 (lr=1.4924e-03) (hash(x)=74845133)
|
| 167 |
+
1370 train 4.035576 (lr=1.4892e-03) (hash(x)=77850497)
|
| 168 |
+
1380 train 4.057953 (lr=1.4859e-03) (hash(x)=76143954)
|
| 169 |
+
1390 train 4.067673 (lr=1.4825e-03) (hash(x)=80675544)
|
| 170 |
+
1400 val loss 4.1263
|
| 171 |
+
1400 val perplexity 61.9487
|
| 172 |
+
1400 train 4.039493 (lr=1.4791e-03) (hash(x)=76010938)
|
| 173 |
+
1410 train 4.072568 (lr=1.4756e-03) (hash(x)=81260300)
|
| 174 |
+
1420 train 4.190105 (lr=1.4721e-03) (hash(x)=83803629)
|
| 175 |
+
1430 train 4.024634 (lr=1.4686e-03) (hash(x)=83840110)
|
| 176 |
+
1440 train 4.205920 (lr=1.4650e-03) (hash(x)=97711831)
|
| 177 |
+
1450 train 4.081547 (lr=1.4614e-03) (hash(x)=81110139)
|
| 178 |
+
1460 train 4.019911 (lr=1.4577e-03) (hash(x)=90942839)
|
| 179 |
+
1470 train 4.056212 (lr=1.4540e-03) (hash(x)=80721564)
|
| 180 |
+
1480 train 4.151441 (lr=1.4503e-03) (hash(x)=77852059)
|
| 181 |
+
1490 train 4.045312 (lr=1.4465e-03) (hash(x)=80011365)
|
| 182 |
+
1500 val loss 4.0766
|
| 183 |
+
1500 val perplexity 58.9421
|
| 184 |
+
1500 train 4.066617 (lr=1.4426e-03) (hash(x)=84496142)
|
| 185 |
+
1510 train 4.018937 (lr=1.4388e-03) (hash(x)=70186729)
|
| 186 |
+
1520 train 4.036461 (lr=1.4348e-03) (hash(x)=74854227)
|
| 187 |
+
1530 train 3.943403 (lr=1.4309e-03) (hash(x)=77468161)
|
| 188 |
+
1540 train 3.954084 (lr=1.4269e-03) (hash(x)=87853059)
|
| 189 |
+
1550 train 3.896334 (lr=1.4228e-03) (hash(x)=71225436)
|
| 190 |
+
1560 train 3.991151 (lr=1.4188e-03) (hash(x)=84072783)
|
| 191 |
+
1570 train 4.035669 (lr=1.4147e-03) (hash(x)=72723098)
|
| 192 |
+
1580 train 4.057684 (lr=1.4105e-03) (hash(x)=90409866)
|
| 193 |
+
1590 train 4.134654 (lr=1.4063e-03) (hash(x)=87481378)
|
| 194 |
+
1600 val loss 4.0487
|
| 195 |
+
1600 val perplexity 57.3250
|
| 196 |
+
1600 train 4.122609 (lr=1.4021e-03) (hash(x)=77643862)
|
| 197 |
+
1610 train 3.985092 (lr=1.3978e-03) (hash(x)=88862575)
|
| 198 |
+
1620 train 4.015446 (lr=1.3935e-03) (hash(x)=84612581)
|
| 199 |
+
1630 train 4.048377 (lr=1.3891e-03) (hash(x)=87075989)
|
| 200 |
+
1640 train 3.935255 (lr=1.3847e-03) (hash(x)=88277361)
|
| 201 |
+
1650 train 4.055773 (lr=1.3803e-03) (hash(x)=78750236)
|
| 202 |
+
1660 train 3.963664 (lr=1.3758e-03) (hash(x)=82604581)
|
| 203 |
+
1670 train 3.810824 (lr=1.3713e-03) (hash(x)=68482265)
|
| 204 |
+
1680 train 3.942805 (lr=1.3668e-03) (hash(x)=75088835)
|
| 205 |
+
1690 train 3.890950 (lr=1.3622e-03) (hash(x)=66060989)
|
| 206 |
+
1700 val loss 4.0408
|
| 207 |
+
1700 val perplexity 56.8725
|
| 208 |
+
1700 train 4.039040 (lr=1.3576e-03) (hash(x)=79986754)
|
| 209 |
+
1710 train 4.011769 (lr=1.3530e-03) (hash(x)=83657930)
|
| 210 |
+
1720 train 3.953026 (lr=1.3483e-03) (hash(x)=81754135)
|
| 211 |
+
1730 train 4.062155 (lr=1.3436e-03) (hash(x)=78904427)
|
| 212 |
+
1740 train 3.945317 (lr=1.3389e-03) (hash(x)=85920177)
|
| 213 |
+
1750 train 4.003551 (lr=1.3341e-03) (hash(x)=86573211)
|
| 214 |
+
1760 train 3.965342 (lr=1.3293e-03) (hash(x)=81737128)
|
| 215 |
+
1770 train 3.954886 (lr=1.3244e-03) (hash(x)=77400968)
|
| 216 |
+
1780 train 3.967692 (lr=1.3195e-03) (hash(x)=73545497)
|
| 217 |
+
1790 train 4.235353 (lr=1.3146e-03) (hash(x)=71641943)
|
| 218 |
+
1800 val loss 3.9927
|
| 219 |
+
1800 val perplexity 54.2015
|
| 220 |
+
1800 train 4.073539 (lr=1.3097e-03) (hash(x)=87819781)
|
| 221 |
+
1810 train 3.925332 (lr=1.3047e-03) (hash(x)=86870770)
|
| 222 |
+
1820 train 3.933777 (lr=1.2997e-03) (hash(x)=82522211)
|
| 223 |
+
1830 train 4.032731 (lr=1.2947e-03) (hash(x)=61947437)
|
| 224 |
+
1840 train 3.897365 (lr=1.2896e-03) (hash(x)=79865406)
|
| 225 |
+
1850 train 3.855808 (lr=1.2845e-03) (hash(x)=79828721)
|
| 226 |
+
1860 train 3.989238 (lr=1.2794e-03) (hash(x)=80869571)
|
| 227 |
+
1870 train 3.983275 (lr=1.2742e-03) (hash(x)=73780971)
|
| 228 |
+
1880 train 3.937798 (lr=1.2690e-03) (hash(x)=79249549)
|
| 229 |
+
1890 train 3.997724 (lr=1.2638e-03) (hash(x)=81041904)
|
| 230 |
+
1900 val loss 3.9662
|
| 231 |
+
1900 val perplexity 52.7818
|
| 232 |
+
1900 train 4.077607 (lr=1.2586e-03) (hash(x)=82456430)
|
| 233 |
+
1910 train 3.830054 (lr=1.2533e-03) (hash(x)=82222135)
|
| 234 |
+
1920 train 3.878909 (lr=1.2480e-03) (hash(x)=70033249)
|
| 235 |
+
1930 train 3.865349 (lr=1.2427e-03) (hash(x)=72887360)
|
| 236 |
+
1940 train 3.905010 (lr=1.2373e-03) (hash(x)=83251100)
|
| 237 |
+
1950 train 3.947239 (lr=1.2319e-03) (hash(x)=79660266)
|
| 238 |
+
1960 train 3.834379 (lr=1.2265e-03) (hash(x)=78919068)
|
| 239 |
+
1970 train 3.944201 (lr=1.2211e-03) (hash(x)=94690431)
|
| 240 |
+
1980 train 3.759509 (lr=1.2157e-03) (hash(x)=88153756)
|
| 241 |
+
1990 train 3.819460 (lr=1.2102e-03) (hash(x)=77195688)
|
| 242 |
+
2000 val loss 3.9420
|
| 243 |
+
2000 val perplexity 51.5205
|
| 244 |
+
2000 train 3.900645 (lr=1.2047e-03) (hash(x)=81308591)
|
| 245 |
+
2010 train 3.956593 (lr=1.1991e-03) (hash(x)=80205479)
|
| 246 |
+
2020 train 3.866267 (lr=1.1936e-03) (hash(x)=81008704)
|
| 247 |
+
2030 train 3.939819 (lr=1.1880e-03) (hash(x)=82914358)
|
| 248 |
+
2040 train 3.945701 (lr=1.1824e-03) (hash(x)=88064399)
|
| 249 |
+
2050 train 3.958043 (lr=1.1768e-03) (hash(x)=82889390)
|
| 250 |
+
2060 train 4.031107 (lr=1.1712e-03) (hash(x)=80913554)
|
| 251 |
+
2070 train 3.861921 (lr=1.1655e-03) (hash(x)=78121791)
|
| 252 |
+
2080 train 4.000007 (lr=1.1598e-03) (hash(x)=75356657)
|
| 253 |
+
2090 train 3.839210 (lr=1.1541e-03) (hash(x)=74048412)
|
| 254 |
+
2100 val loss 3.9144
|
| 255 |
+
2100 val perplexity 50.1215
|
| 256 |
+
2100 train 3.750068 (lr=1.1484e-03) (hash(x)=68928225)
|
| 257 |
+
2110 train 3.805278 (lr=1.1426e-03) (hash(x)=93734745)
|
| 258 |
+
2120 train 3.806856 (lr=1.1369e-03) (hash(x)=72878164)
|
| 259 |
+
2130 train 3.934175 (lr=1.1311e-03) (hash(x)=71508226)
|
| 260 |
+
2140 train 3.885393 (lr=1.1253e-03) (hash(x)=84168671)
|
| 261 |
+
2150 train 3.812306 (lr=1.1195e-03) (hash(x)=74673639)
|
| 262 |
+
2160 train 3.959175 (lr=1.1136e-03) (hash(x)=75470031)
|
| 263 |
+
2170 train 3.916228 (lr=1.1078e-03) (hash(x)=74307890)
|
| 264 |
+
2180 train 4.036257 (lr=1.1019e-03) (hash(x)=77214245)
|
| 265 |
+
2190 train 3.817413 (lr=1.0960e-03) (hash(x)=88628359)
|
| 266 |
+
2200 val loss 3.8925
|
| 267 |
+
2200 val perplexity 49.0355
|
| 268 |
+
2200 train 3.845771 (lr=1.0901e-03) (hash(x)=74779126)
|
| 269 |
+
2210 train 3.885524 (lr=1.0842e-03) (hash(x)=79817976)
|
| 270 |
+
2220 train 3.830046 (lr=1.0783e-03) (hash(x)=75258996)
|
| 271 |
+
2230 train 3.814875 (lr=1.0723e-03) (hash(x)=88164047)
|
| 272 |
+
2240 train 3.783941 (lr=1.0663e-03) (hash(x)=78580686)
|
| 273 |
+
2250 train 3.712483 (lr=1.0604e-03) (hash(x)=76510617)
|
| 274 |
+
2260 train 3.798095 (lr=1.0544e-03) (hash(x)=76043966)
|
| 275 |
+
2270 train 3.773125 (lr=1.0484e-03) (hash(x)=73062098)
|
| 276 |
+
2280 train 3.993357 (lr=1.0424e-03) (hash(x)=81885909)
|
| 277 |
+
2290 train 3.936231 (lr=1.0363e-03) (hash(x)=81481741)
|
| 278 |
+
2300 val loss 3.8664
|
| 279 |
+
2300 val perplexity 47.7709
|
| 280 |
+
2300 train 3.787530 (lr=1.0303e-03) (hash(x)=82104275)
|
| 281 |
+
2310 train 3.833493 (lr=1.0243e-03) (hash(x)=82137309)
|
| 282 |
+
2320 train 3.807029 (lr=1.0182e-03) (hash(x)=86741167)
|
| 283 |
+
2330 train 3.828388 (lr=1.0121e-03) (hash(x)=84796263)
|
| 284 |
+
2340 train 3.813998 (lr=1.0060e-03) (hash(x)=169966529)
|
| 285 |
+
2350 train 3.694920 (lr=9.9995e-04) (hash(x)=80006061)
|
| 286 |
+
2360 train 3.722418 (lr=9.9385e-04) (hash(x)=71090999)
|
| 287 |
+
2370 train 3.860324 (lr=9.8775e-04) (hash(x)=86641850)
|
| 288 |
+
2380 train 3.756783 (lr=9.8163e-04) (hash(x)=84573253)
|
| 289 |
+
2390 train 3.801387 (lr=9.7551e-04) (hash(x)=74483764)
|
| 290 |
+
2400 val loss 3.8533
|
| 291 |
+
2400 val perplexity 47.1489
|
| 292 |
+
2400 train 3.771990 (lr=9.6938e-04) (hash(x)=78327659)
|
| 293 |
+
2410 train 3.843506 (lr=9.6325e-04) (hash(x)=77273627)
|
| 294 |
+
2420 train 3.702762 (lr=9.5710e-04) (hash(x)=76938049)
|
| 295 |
+
2430 train 3.704423 (lr=9.5096e-04) (hash(x)=98449442)
|
| 296 |
+
2440 train 3.565814 (lr=9.4480e-04) (hash(x)=78157797)
|
| 297 |
+
2450 train 3.601907 (lr=9.3865e-04) (hash(x)=80637582)
|
| 298 |
+
2460 train 3.584134 (lr=9.3248e-04) (hash(x)=80023854)
|
| 299 |
+
2470 train 3.657673 (lr=9.2632e-04) (hash(x)=86678884)
|
| 300 |
+
2480 train 3.872123 (lr=9.2015e-04) (hash(x)=84086469)
|
| 301 |
+
2490 train 3.875577 (lr=9.1398e-04) (hash(x)=83131141)
|
| 302 |
+
2500 val loss 3.8284
|
| 303 |
+
2500 val perplexity 45.9879
|
| 304 |
+
2500 train 3.797068 (lr=9.0780e-04) (hash(x)=82583497)
|
| 305 |
+
2510 train 3.868979 (lr=9.0163e-04) (hash(x)=79164326)
|
| 306 |
+
2520 train 3.779405 (lr=8.9545e-04) (hash(x)=76456503)
|
| 307 |
+
2530 train 3.836169 (lr=8.8927e-04) (hash(x)=82001228)
|
| 308 |
+
2540 train 3.863338 (lr=8.8309e-04) (hash(x)=75615595)
|
| 309 |
+
2550 train 3.820961 (lr=8.7691e-04) (hash(x)=78397869)
|
| 310 |
+
2560 train 3.824438 (lr=8.7073e-04) (hash(x)=75547032)
|
| 311 |
+
2570 train 3.729818 (lr=8.6455e-04) (hash(x)=89201025)
|
| 312 |
+
2580 train 3.710370 (lr=8.5837e-04) (hash(x)=89856704)
|
| 313 |
+
2590 train 3.738738 (lr=8.5220e-04) (hash(x)=82175682)
|
| 314 |
+
2600 val loss 3.8086
|
| 315 |
+
2600 val perplexity 45.0855
|
| 316 |
+
2600 train 3.756269 (lr=8.4602e-04) (hash(x)=78312826)
|
| 317 |
+
2610 train 3.725816 (lr=8.3985e-04) (hash(x)=77066588)
|
| 318 |
+
2620 train 3.563008 (lr=8.3368e-04) (hash(x)=78666061)
|
| 319 |
+
2630 train 3.563302 (lr=8.2752e-04) (hash(x)=93762143)
|
| 320 |
+
2640 train 3.595202 (lr=8.2135e-04) (hash(x)=83191587)
|
| 321 |
+
2650 train 3.499893 (lr=8.1520e-04) (hash(x)=87169585)
|
| 322 |
+
2660 train 3.705549 (lr=8.0904e-04) (hash(x)=86426388)
|
| 323 |
+
2670 train 3.836143 (lr=8.0290e-04) (hash(x)=76692638)
|
| 324 |
+
2680 train 3.756015 (lr=7.9675e-04) (hash(x)=77446063)
|
| 325 |
+
2690 train 3.762798 (lr=7.9062e-04) (hash(x)=79809050)
|
| 326 |
+
2700 val loss 3.8000
|
| 327 |
+
2700 val perplexity 44.7008
|
| 328 |
+
2700 train 3.690426 (lr=7.8449e-04) (hash(x)=83116823)
|
| 329 |
+
2710 train 3.803932 (lr=7.7837e-04) (hash(x)=75622148)
|
| 330 |
+
2720 train 3.742031 (lr=7.7225e-04) (hash(x)=80690512)
|
| 331 |
+
2730 train 3.815257 (lr=7.6615e-04) (hash(x)=78009984)
|
| 332 |
+
2740 train 3.762790 (lr=7.6005e-04) (hash(x)=74205488)
|
| 333 |
+
2750 train 3.771251 (lr=7.5396e-04) (hash(x)=91013332)
|
| 334 |
+
2760 train 3.689183 (lr=7.4788e-04) (hash(x)=76954961)
|
| 335 |
+
2770 train 3.705366 (lr=7.4181e-04) (hash(x)=79390317)
|
| 336 |
+
2780 train 3.578420 (lr=7.3575e-04) (hash(x)=70168783)
|
| 337 |
+
2790 train 3.755299 (lr=7.2970e-04) (hash(x)=76028417)
|
| 338 |
+
2800 val loss 3.7776
|
| 339 |
+
2800 val perplexity 43.7097
|
| 340 |
+
2800 train 3.569932 (lr=7.2366e-04) (hash(x)=77656050)
|
| 341 |
+
2810 train 3.598113 (lr=7.1763e-04) (hash(x)=94248216)
|
| 342 |
+
2820 train 3.667575 (lr=7.1162e-04) (hash(x)=78305078)
|
| 343 |
+
2830 train 3.576174 (lr=7.0562e-04) (hash(x)=79948848)
|
| 344 |
+
2840 train 3.431547 (lr=6.9963e-04) (hash(x)=85341024)
|
| 345 |
+
2850 train 3.736544 (lr=6.9365e-04) (hash(x)=78735170)
|
| 346 |
+
2860 train 3.995527 (lr=6.8769e-04) (hash(x)=71616419)
|
| 347 |
+
2870 train 3.746640 (lr=6.8174e-04) (hash(x)=78656517)
|
| 348 |
+
2880 train 3.777730 (lr=6.7581e-04) (hash(x)=80073987)
|
| 349 |
+
2890 train 3.712286 (lr=6.6989e-04) (hash(x)=76894809)
|
| 350 |
+
2900 val loss 3.7498
|
| 351 |
+
2900 val perplexity 42.5126
|
| 352 |
+
2900 train 3.688190 (lr=6.6398e-04) (hash(x)=80499838)
|
| 353 |
+
2910 train 3.744892 (lr=6.5810e-04) (hash(x)=72673354)
|
| 354 |
+
2920 train 3.733337 (lr=6.5222e-04) (hash(x)=84265768)
|
| 355 |
+
2930 train 3.747352 (lr=6.4637e-04) (hash(x)=79612060)
|
| 356 |
+
2940 train 3.607414 (lr=6.4053e-04) (hash(x)=74970087)
|
| 357 |
+
2950 train 3.764172 (lr=6.3471e-04) (hash(x)=84166818)
|
| 358 |
+
2960 train 3.749575 (lr=6.2891e-04) (hash(x)=89410221)
|
| 359 |
+
2970 train 3.689886 (lr=6.2313e-04) (hash(x)=75672566)
|
| 360 |
+
2980 train 3.549690 (lr=6.1737e-04) (hash(x)=81760314)
|
| 361 |
+
2990 train 3.509017 (lr=6.1162e-04) (hash(x)=80605200)
|
| 362 |
+
3000 val loss 3.7470
|
| 363 |
+
3000 val perplexity 42.3957
|
| 364 |
+
3000 train 3.507289 (lr=6.0590e-04) (hash(x)=83804735)
|
| 365 |
+
3010 train 3.433452 (lr=6.0019e-04) (hash(x)=77015303)
|
| 366 |
+
3020 train 3.515005 (lr=5.9451e-04) (hash(x)=81464523)
|
| 367 |
+
3030 train 3.684551 (lr=5.8884e-04) (hash(x)=80168230)
|
| 368 |
+
3040 train 3.628102 (lr=5.8320e-04) (hash(x)=84817006)
|
| 369 |
+
3050 train 3.752707 (lr=5.7758e-04) (hash(x)=71601811)
|
| 370 |
+
3060 train 3.680906 (lr=5.7199e-04) (hash(x)=85499733)
|
| 371 |
+
3070 train 3.742000 (lr=5.6641e-04) (hash(x)=78670408)
|
| 372 |
+
3080 train 3.634930 (lr=5.6086e-04) (hash(x)=77120468)
|
| 373 |
+
3090 train 3.736116 (lr=5.5533e-04) (hash(x)=77927426)
|
| 374 |
+
3100 val loss 3.7228
|
| 375 |
+
3100 val perplexity 41.3792
|
| 376 |
+
3100 train 3.758689 (lr=5.4983e-04) (hash(x)=83998606)
|
| 377 |
+
3110 train 3.662683 (lr=5.4435e-04) (hash(x)=77990218)
|
| 378 |
+
3120 train 3.568766 (lr=5.3889e-04) (hash(x)=81623970)
|
| 379 |
+
3130 train 3.546069 (lr=5.3346e-04) (hash(x)=75014781)
|
| 380 |
+
3140 train 3.597431 (lr=5.2806e-04) (hash(x)=72591250)
|
| 381 |
+
3150 train 3.618393 (lr=5.2268e-04) (hash(x)=81421847)
|
| 382 |
+
3160 train 3.647749 (lr=5.1733e-04) (hash(x)=75112631)
|
| 383 |
+
3170 train 3.732754 (lr=5.1200e-04) (hash(x)=87518033)
|
| 384 |
+
3180 train 3.610738 (lr=5.0670e-04) (hash(x)=78648348)
|
| 385 |
+
3190 train 3.703344 (lr=5.0143e-04) (hash(x)=78270029)
|
| 386 |
+
3200 val loss 3.7011
|
| 387 |
+
3200 val perplexity 40.4901
|
| 388 |
+
3200 train 3.762161 (lr=4.9619e-04) (hash(x)=83380714)
|
| 389 |
+
3210 train 3.962884 (lr=4.9097e-04) (hash(x)=67804991)
|
| 390 |
+
3220 train 3.685901 (lr=4.8579e-04) (hash(x)=76968804)
|
| 391 |
+
3230 train 3.626415 (lr=4.8063e-04) (hash(x)=75798670)
|
| 392 |
+
3240 train 3.695642 (lr=4.7550e-04) (hash(x)=83192811)
|
| 393 |
+
3250 train 3.631952 (lr=4.7041e-04) (hash(x)=81659789)
|
| 394 |
+
3260 train 3.694153 (lr=4.6534e-04) (hash(x)=80622502)
|
| 395 |
+
3270 train 3.644301 (lr=4.6030e-04) (hash(x)=85436511)
|
| 396 |
+
3280 train 3.593134 (lr=4.5530e-04) (hash(x)=80589180)
|
| 397 |
+
3290 train 3.739891 (lr=4.5032e-04) (hash(x)=85747193)
|
| 398 |
+
3300 val loss 3.6965
|
| 399 |
+
3300 val perplexity 40.3070
|
| 400 |
+
3300 train 3.599995 (lr=4.4538e-04) (hash(x)=74635692)
|
| 401 |
+
3310 train 3.584977 (lr=4.4047e-04) (hash(x)=82045455)
|
| 402 |
+
3320 train 3.455269 (lr=4.3559e-04) (hash(x)=73249173)
|
| 403 |
+
3330 train 3.422512 (lr=4.3074e-04) (hash(x)=71492338)
|
| 404 |
+
3340 train 3.744324 (lr=4.2593e-04) (hash(x)=76374071)
|
| 405 |
+
3350 train 3.710243 (lr=4.2115e-04) (hash(x)=80474064)
|
| 406 |
+
3360 train 3.618067 (lr=4.1640e-04) (hash(x)=84390892)
|
| 407 |
+
3370 train 3.661542 (lr=4.1169e-04) (hash(x)=83399949)
|
| 408 |
+
3380 train 3.718322 (lr=4.0702e-04) (hash(x)=77648059)
|
| 409 |
+
3390 train 3.695032 (lr=4.0237e-04) (hash(x)=80152701)
|
| 410 |
+
3400 val loss 3.6735
|
| 411 |
+
3400 val perplexity 39.3905
|
| 412 |
+
3400 train 3.749348 (lr=3.9777e-04) (hash(x)=81952545)
|
| 413 |
+
3410 train 3.700473 (lr=3.9320e-04) (hash(x)=80908993)
|
| 414 |
+
3420 train 3.759974 (lr=3.8866e-04) (hash(x)=79610037)
|
| 415 |
+
3430 train 3.612681 (lr=3.8416e-04) (hash(x)=87624382)
|
| 416 |
+
3440 train 3.679648 (lr=3.7970e-04) (hash(x)=82336381)
|
| 417 |
+
3450 train 3.658126 (lr=3.7527e-04) (hash(x)=87687835)
|
| 418 |
+
3460 train 3.649705 (lr=3.7088e-04) (hash(x)=76376135)
|
| 419 |
+
3470 train 3.575760 (lr=3.6653e-04) (hash(x)=79331391)
|
| 420 |
+
3480 train 3.468257 (lr=3.6222e-04) (hash(x)=107002681)
|
| 421 |
+
3490 train 3.559164 (lr=3.5794e-04) (hash(x)=77465514)
|
| 422 |
+
3500 val loss 3.6693
|
| 423 |
+
3500 val perplexity 39.2243
|
| 424 |
+
3500 train 3.509536 (lr=3.5371e-04) (hash(x)=88237229)
|
| 425 |
+
3510 train 3.579407 (lr=3.4951e-04) (hash(x)=81011739)
|
| 426 |
+
3520 train 3.646174 (lr=3.4535e-04) (hash(x)=64643427)
|
| 427 |
+
3530 train 3.916560 (lr=3.4123e-04) (hash(x)=78029539)
|
| 428 |
+
3540 train 3.732683 (lr=3.3715e-04) (hash(x)=83188968)
|
| 429 |
+
3550 train 3.746043 (lr=3.3311e-04) (hash(x)=86104185)
|
| 430 |
+
3560 train 3.668815 (lr=3.2911e-04) (hash(x)=81993629)
|
| 431 |
+
3570 train 3.655949 (lr=3.2515e-04) (hash(x)=72719368)
|
| 432 |
+
3580 train 3.649710 (lr=3.2123e-04) (hash(x)=90091487)
|
| 433 |
+
3590 train 3.545308 (lr=3.1736e-04) (hash(x)=77393152)
|
| 434 |
+
3600 val loss 3.6504
|
| 435 |
+
3600 val perplexity 38.4920
|
| 436 |
+
3600 train 3.668592 (lr=3.1352e-04) (hash(x)=73103504)
|
| 437 |
+
3610 train 3.660382 (lr=3.0973e-04) (hash(x)=84429400)
|
| 438 |
+
3620 train 3.644264 (lr=3.0598e-04) (hash(x)=77021795)
|
| 439 |
+
3630 train 3.595557 (lr=3.0227e-04) (hash(x)=92830605)
|
| 440 |
+
3640 train 3.801348 (lr=2.9860e-04) (hash(x)=78313175)
|
| 441 |
+
3650 train 3.606744 (lr=2.9498e-04) (hash(x)=85395549)
|
| 442 |
+
3660 train 3.391429 (lr=2.9139e-04) (hash(x)=78114459)
|
| 443 |
+
3670 train 3.513697 (lr=2.8786e-04) (hash(x)=74968316)
|
| 444 |
+
3680 train 3.441600 (lr=2.8436e-04) (hash(x)=73358737)
|
| 445 |
+
3690 train 3.520941 (lr=2.8091e-04) (hash(x)=76399442)
|
| 446 |
+
3700 val loss 3.6490
|
| 447 |
+
3700 val perplexity 38.4343
|
| 448 |
+
3700 train 3.542142 (lr=2.7751e-04) (hash(x)=74039273)
|
| 449 |
+
3710 train 3.702939 (lr=2.7415e-04) (hash(x)=79299680)
|
| 450 |
+
3720 train 3.610700 (lr=2.7083e-04) (hash(x)=94701498)
|
| 451 |
+
3730 train 3.698984 (lr=2.6756e-04) (hash(x)=75352071)
|
| 452 |
+
3740 train 3.582694 (lr=2.6433e-04) (hash(x)=77909487)
|
| 453 |
+
3750 train 3.707860 (lr=2.6115e-04) (hash(x)=73986730)
|
| 454 |
+
3760 train 3.650366 (lr=2.5801e-04) (hash(x)=79325763)
|
| 455 |
+
3770 train 3.702325 (lr=2.5492e-04) (hash(x)=72457818)
|
| 456 |
+
3780 train 3.816529 (lr=2.5188e-04) (hash(x)=71775590)
|
| 457 |
+
3790 train 3.714643 (lr=2.4888e-04) (hash(x)=82638943)
|
| 458 |
+
3800 val loss 3.6313
|
| 459 |
+
3800 val perplexity 37.7628
|
| 460 |
+
3800 train 3.704069 (lr=2.4593e-04) (hash(x)=79965893)
|
| 461 |
+
3810 train 3.629180 (lr=2.4302e-04) (hash(x)=72598235)
|
| 462 |
+
3820 train 3.610856 (lr=2.4017e-04) (hash(x)=83113889)
|
| 463 |
+
3830 train 3.662986 (lr=2.3736e-04) (hash(x)=74434590)
|
| 464 |
+
3840 train 3.588402 (lr=2.3459e-04) (hash(x)=82860348)
|
| 465 |
+
3850 train 3.533422 (lr=2.3188e-04) (hash(x)=78067565)
|
| 466 |
+
3860 train 3.581328 (lr=2.2921e-04) (hash(x)=82592498)
|
| 467 |
+
3870 train 3.518932 (lr=2.2659e-04) (hash(x)=81820733)
|
| 468 |
+
3880 train 3.536292 (lr=2.2402e-04) (hash(x)=87709040)
|
| 469 |
+
3890 train 3.571911 (lr=2.2150e-04) (hash(x)=70379093)
|
| 470 |
+
3900 val loss 3.6242
|
| 471 |
+
3900 val perplexity 37.4962
|
| 472 |
+
3900 train 3.685142 (lr=2.1902e-04) (hash(x)=76597431)
|
| 473 |
+
3910 train 3.572523 (lr=2.1659e-04) (hash(x)=90490716)
|
| 474 |
+
3920 train 3.691116 (lr=2.1422e-04) (hash(x)=81970659)
|
| 475 |
+
3930 train 3.665605 (lr=2.1189e-04) (hash(x)=81496334)
|
| 476 |
+
3940 train 3.663921 (lr=2.0961e-04) (hash(x)=75717605)
|
| 477 |
+
3950 train 3.593484 (lr=2.0738e-04) (hash(x)=82749357)
|
| 478 |
+
3960 train 3.625359 (lr=2.0520e-04) (hash(x)=89355157)
|
| 479 |
+
3970 train 3.582020 (lr=2.0307e-04) (hash(x)=78980403)
|
| 480 |
+
3980 train 3.558674 (lr=2.0099e-04) (hash(x)=76627217)
|
| 481 |
+
3990 train 3.559707 (lr=1.9896e-04) (hash(x)=72412879)
|
| 482 |
+
4000 val loss 3.6184
|
| 483 |
+
4000 val perplexity 37.2769
|
| 484 |
+
4000 train 3.570160 (lr=1.9698e-04) (hash(x)=83018142)
|
| 485 |
+
4010 train 3.604418 (lr=1.9505e-04) (hash(x)=81272436)
|
| 486 |
+
4020 train 3.520159 (lr=1.9317e-04) (hash(x)=85497482)
|
| 487 |
+
4030 train 3.567759 (lr=1.9134e-04) (hash(x)=85241734)
|
| 488 |
+
4040 train 3.542062 (lr=1.8956e-04) (hash(x)=77925307)
|
| 489 |
+
4050 train 3.547979 (lr=1.8783e-04) (hash(x)=84826179)
|
| 490 |
+
4060 train 3.601512 (lr=1.8616e-04) (hash(x)=83606764)
|
| 491 |
+
4070 train 3.513038 (lr=1.8453e-04) (hash(x)=80567590)
|
| 492 |
+
4080 train 3.585178 (lr=1.8296e-04) (hash(x)=76860998)
|
| 493 |
+
4090 train 3.624927 (lr=1.8144e-04) (hash(x)=74902328)
|
| 494 |
+
4100 val loss 3.6064
|
| 495 |
+
4100 val perplexity 36.8345
|
| 496 |
+
4100 train 3.657998 (lr=1.7997e-04) (hash(x)=82832041)
|
| 497 |
+
4110 train 3.531200 (lr=1.7855e-04) (hash(x)=79143262)
|
| 498 |
+
4120 train 3.581289 (lr=1.7718e-04) (hash(x)=77038149)
|
| 499 |
+
4130 train 3.739970 (lr=1.7586e-04) (hash(x)=86339074)
|
| 500 |
+
4140 train 3.825858 (lr=1.7460e-04) (hash(x)=76686216)
|
| 501 |
+
4150 train 3.577947 (lr=1.7339e-04) (hash(x)=70522682)
|
| 502 |
+
4160 train 3.551043 (lr=1.7223e-04) (hash(x)=90958555)
|
| 503 |
+
4170 train 3.554443 (lr=1.7112e-04) (hash(x)=91463532)
|
| 504 |
+
4180 train 3.550604 (lr=1.7006e-04) (hash(x)=81959329)
|
| 505 |
+
4190 train 3.515916 (lr=1.6906e-04) (hash(x)=83146752)
|
| 506 |
+
4200 val loss 3.6058
|
| 507 |
+
4200 val perplexity 36.8097
|
| 508 |
+
4200 train 3.495444 (lr=1.6811e-04) (hash(x)=78361715)
|
| 509 |
+
4210 train 3.635114 (lr=1.6721e-04) (hash(x)=87364889)
|
| 510 |
+
4220 train 3.503727 (lr=1.6636e-04) (hash(x)=70465156)
|
| 511 |
+
4230 train 3.664410 (lr=1.6557e-04) (hash(x)=84524081)
|
| 512 |
+
4240 train 3.597541 (lr=1.6483e-04) (hash(x)=77824868)
|
| 513 |
+
4250 train 3.621438 (lr=1.6414e-04) (hash(x)=81710711)
|
| 514 |
+
4260 train 3.612156 (lr=1.6350e-04) (hash(x)=76362728)
|
| 515 |
+
4270 train 3.609385 (lr=1.6292e-04) (hash(x)=83115208)
|
| 516 |
+
4280 train 3.519208 (lr=1.6239e-04) (hash(x)=87218314)
|
| 517 |
+
4290 train 3.681349 (lr=1.6192e-04) (hash(x)=74582673)
|
| 518 |
+
4300 val loss 3.6010
|
| 519 |
+
4300 val perplexity 36.6345
|
| 520 |
+
4300 train 3.536857 (lr=1.6149e-04) (hash(x)=77379615)
|
| 521 |
+
4310 train 3.525330 (lr=1.6112e-04) (hash(x)=78669579)
|
| 522 |
+
4320 train 3.625381 (lr=1.6080e-04) (hash(x)=83066608)
|
| 523 |
+
4330 train 3.605047 (lr=1.6054e-04) (hash(x)=83037340)
|
| 524 |
+
4340 train 3.625861 (lr=1.6032e-04) (hash(x)=82849771)
|
| 525 |
+
4350 train 3.572292 (lr=1.6017e-04) (hash(x)=76693985)
|
| 526 |
+
4360 train 3.671343 (lr=1.6006e-04) (hash(x)=77745394)
|
| 527 |
+
4370 train 3.632418 (lr=1.6001e-04) (hash(x)=79954388)
|
| 528 |
+
4374 val loss 3.5950
|
| 529 |
+
4374 val perplexity 36.4166
|
12_head_baseline_lr_16e-4/model_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:573509bd72fd6ae49daa28a60de025938f1c166fdfc7d918e51ef3f112f5597e
|
| 3 |
+
size 498607490
|
12_head_baseline_lr_16e-4/optimizer_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3ebf816ac38809b59c43a083cda242d5aae4f0a986609cb581e44b9f0ca9199f
|
| 3 |
+
size 990934406
|