Upload folder using huggingface_hub
Browse files
12_head_baseline_lr_40e-4_head_dim_22/args.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"hellaswag": true, "attention_kind": "selective", "log_dir": "logs/repro_selective_pattern_rankings/12_head_baseline_lr_40e-4_head_dim_22", "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": 0.004, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "12_head_baseline_lr_40e-4"}
|
12_head_baseline_lr_40e-4_head_dim_22/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_40e-4_head_dim_22/log2.txt
ADDED
|
@@ -0,0 +1,529 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
max_steps: 4375
|
| 2 |
+
0 val loss 10.9076
|
| 3 |
+
0 val perplexity 54591.7773
|
| 4 |
+
0 train 10.908087 (lr=5.5944e-06) (hash(x)=93356070)
|
| 5 |
+
10 train 10.458488 (lr=6.1538e-05) (hash(x)=91253010)
|
| 6 |
+
20 train 10.184336 (lr=1.1748e-04) (hash(x)=74934453)
|
| 7 |
+
30 train 9.785275 (lr=1.7343e-04) (hash(x)=79278034)
|
| 8 |
+
40 train 9.218511 (lr=2.2937e-04) (hash(x)=80107892)
|
| 9 |
+
50 train 8.671330 (lr=2.8531e-04) (hash(x)=70745428)
|
| 10 |
+
60 train 8.218834 (lr=3.4126e-04) (hash(x)=80077589)
|
| 11 |
+
70 train 7.673330 (lr=3.9720e-04) (hash(x)=76213766)
|
| 12 |
+
80 train 7.557312 (lr=4.5315e-04) (hash(x)=83218328)
|
| 13 |
+
90 train 7.384906 (lr=5.0909e-04) (hash(x)=74855845)
|
| 14 |
+
100 val loss 7.2485
|
| 15 |
+
100 val perplexity 1406.0477
|
| 16 |
+
100 train 7.110302 (lr=5.6503e-04) (hash(x)=82814902)
|
| 17 |
+
110 train 7.033719 (lr=6.2098e-04) (hash(x)=84907741)
|
| 18 |
+
120 train 6.885352 (lr=6.7692e-04) (hash(x)=82613223)
|
| 19 |
+
130 train 6.700798 (lr=7.3287e-04) (hash(x)=83540876)
|
| 20 |
+
140 train 6.655601 (lr=7.8881e-04) (hash(x)=75095216)
|
| 21 |
+
150 train 6.698576 (lr=8.4476e-04) (hash(x)=97190944)
|
| 22 |
+
160 train 6.623221 (lr=9.0070e-04) (hash(x)=82117809)
|
| 23 |
+
170 train 6.521166 (lr=9.5664e-04) (hash(x)=70514724)
|
| 24 |
+
180 train 6.444358 (lr=1.0126e-03) (hash(x)=81029624)
|
| 25 |
+
190 train 6.364469 (lr=1.0685e-03) (hash(x)=78996841)
|
| 26 |
+
200 val loss 6.3171
|
| 27 |
+
200 val perplexity 553.9697
|
| 28 |
+
200 train 6.320910 (lr=1.1245e-03) (hash(x)=79845097)
|
| 29 |
+
210 train 6.206264 (lr=1.1804e-03) (hash(x)=78997683)
|
| 30 |
+
220 train 6.119081 (lr=1.2364e-03) (hash(x)=74895865)
|
| 31 |
+
230 train 6.272306 (lr=1.2923e-03) (hash(x)=80933276)
|
| 32 |
+
240 train 5.975600 (lr=1.3483e-03) (hash(x)=77664606)
|
| 33 |
+
250 train 6.005166 (lr=1.4042e-03) (hash(x)=75903930)
|
| 34 |
+
260 train 5.916791 (lr=1.4601e-03) (hash(x)=82996853)
|
| 35 |
+
270 train 5.832993 (lr=1.5161e-03) (hash(x)=73269568)
|
| 36 |
+
280 train 5.766723 (lr=1.5720e-03) (hash(x)=82906427)
|
| 37 |
+
290 train 5.690261 (lr=1.6280e-03) (hash(x)=71797895)
|
| 38 |
+
300 val loss 5.8385
|
| 39 |
+
300 val perplexity 343.2719
|
| 40 |
+
300 train 5.551917 (lr=1.6839e-03) (hash(x)=85232249)
|
| 41 |
+
310 train 5.491411 (lr=1.7399e-03) (hash(x)=75252489)
|
| 42 |
+
320 train 5.580354 (lr=1.7958e-03) (hash(x)=74394644)
|
| 43 |
+
330 train 5.666135 (lr=1.8517e-03) (hash(x)=82772910)
|
| 44 |
+
340 train 5.716442 (lr=1.9077e-03) (hash(x)=81627464)
|
| 45 |
+
350 train 5.697394 (lr=1.9636e-03) (hash(x)=84678053)
|
| 46 |
+
360 train 5.645057 (lr=2.0196e-03) (hash(x)=81884128)
|
| 47 |
+
370 train 5.644568 (lr=2.0755e-03) (hash(x)=76379242)
|
| 48 |
+
380 train 5.444513 (lr=2.1315e-03) (hash(x)=98182875)
|
| 49 |
+
390 train 5.427341 (lr=2.1874e-03) (hash(x)=79710436)
|
| 50 |
+
400 val loss 5.4796
|
| 51 |
+
400 val perplexity 239.7587
|
| 52 |
+
400 train 5.424941 (lr=2.2434e-03) (hash(x)=79841071)
|
| 53 |
+
410 train 5.367428 (lr=2.2993e-03) (hash(x)=75844151)
|
| 54 |
+
420 train 5.364619 (lr=2.3552e-03) (hash(x)=73125036)
|
| 55 |
+
430 train 5.395781 (lr=2.4112e-03) (hash(x)=84214858)
|
| 56 |
+
440 train 5.289318 (lr=2.4671e-03) (hash(x)=80456994)
|
| 57 |
+
450 train 5.274330 (lr=2.5231e-03) (hash(x)=76735962)
|
| 58 |
+
460 train 5.186294 (lr=2.5790e-03) (hash(x)=81845446)
|
| 59 |
+
470 train 4.987415 (lr=2.6350e-03) (hash(x)=76094689)
|
| 60 |
+
480 train 5.129744 (lr=2.6909e-03) (hash(x)=83806686)
|
| 61 |
+
490 train 4.932065 (lr=2.7469e-03) (hash(x)=84690227)
|
| 62 |
+
500 val loss 5.2855
|
| 63 |
+
500 val perplexity 197.4609
|
| 64 |
+
500 train 5.022814 (lr=2.8028e-03) (hash(x)=71851938)
|
| 65 |
+
510 train 5.126309 (lr=2.8587e-03) (hash(x)=77159346)
|
| 66 |
+
520 train 5.183241 (lr=2.9147e-03) (hash(x)=80755753)
|
| 67 |
+
530 train 5.293306 (lr=2.9706e-03) (hash(x)=75379679)
|
| 68 |
+
540 train 5.199385 (lr=3.0266e-03) (hash(x)=82458619)
|
| 69 |
+
550 train 5.162796 (lr=3.0825e-03) (hash(x)=86366396)
|
| 70 |
+
560 train 5.188817 (lr=3.1385e-03) (hash(x)=85095044)
|
| 71 |
+
570 train 5.158607 (lr=3.1944e-03) (hash(x)=78385159)
|
| 72 |
+
580 train 5.088471 (lr=3.2503e-03) (hash(x)=79342394)
|
| 73 |
+
590 train 5.114386 (lr=3.3063e-03) (hash(x)=70782192)
|
| 74 |
+
600 val loss 5.1006
|
| 75 |
+
600 val perplexity 164.1205
|
| 76 |
+
600 train 5.084810 (lr=3.3622e-03) (hash(x)=76130353)
|
| 77 |
+
610 train 4.999259 (lr=3.4182e-03) (hash(x)=74778440)
|
| 78 |
+
620 train 4.967265 (lr=3.4741e-03) (hash(x)=79129709)
|
| 79 |
+
630 train 4.871732 (lr=3.5301e-03) (hash(x)=76469962)
|
| 80 |
+
640 train 4.874993 (lr=3.5860e-03) (hash(x)=78288049)
|
| 81 |
+
650 train 4.835431 (lr=3.6420e-03) (hash(x)=76641388)
|
| 82 |
+
660 train 4.751196 (lr=3.6979e-03) (hash(x)=75937906)
|
| 83 |
+
670 train 4.735569 (lr=3.7538e-03) (hash(x)=74807157)
|
| 84 |
+
680 train 4.635958 (lr=3.8098e-03) (hash(x)=77490144)
|
| 85 |
+
690 train 4.678259 (lr=3.8657e-03) (hash(x)=72900124)
|
| 86 |
+
700 val loss 4.9404
|
| 87 |
+
700 val perplexity 139.8202
|
| 88 |
+
700 train 4.634887 (lr=3.9217e-03) (hash(x)=73424218)
|
| 89 |
+
710 train 4.920900 (lr=3.9776e-03) (hash(x)=86052345)
|
| 90 |
+
720 train 4.890616 (lr=4.0000e-03) (hash(x)=77462613)
|
| 91 |
+
730 train 4.889611 (lr=3.9999e-03) (hash(x)=79027471)
|
| 92 |
+
740 train 4.847482 (lr=3.9996e-03) (hash(x)=78149992)
|
| 93 |
+
750 train 4.785507 (lr=3.9992e-03) (hash(x)=89147499)
|
| 94 |
+
760 train 4.820312 (lr=3.9987e-03) (hash(x)=74931538)
|
| 95 |
+
770 train 4.768336 (lr=3.9980e-03) (hash(x)=89648204)
|
| 96 |
+
780 train 4.818522 (lr=3.9972e-03) (hash(x)=83708293)
|
| 97 |
+
790 train 4.822966 (lr=3.9963e-03) (hash(x)=84336512)
|
| 98 |
+
800 val loss 4.7773
|
| 99 |
+
800 val perplexity 118.7841
|
| 100 |
+
800 train 4.700686 (lr=3.9952e-03) (hash(x)=75025285)
|
| 101 |
+
810 train 4.609047 (lr=3.9940e-03) (hash(x)=79436536)
|
| 102 |
+
820 train 4.617548 (lr=3.9927e-03) (hash(x)=90467390)
|
| 103 |
+
830 train 4.653180 (lr=3.9912e-03) (hash(x)=77292020)
|
| 104 |
+
840 train 4.581813 (lr=3.9896e-03) (hash(x)=75568927)
|
| 105 |
+
850 train 4.614418 (lr=3.9879e-03) (hash(x)=79671781)
|
| 106 |
+
860 train 4.692541 (lr=3.9861e-03) (hash(x)=84280943)
|
| 107 |
+
870 train 4.680172 (lr=3.9841e-03) (hash(x)=80901294)
|
| 108 |
+
880 train 4.791514 (lr=3.9820e-03) (hash(x)=81437584)
|
| 109 |
+
890 train 4.655227 (lr=3.9797e-03) (hash(x)=73893778)
|
| 110 |
+
900 val loss 4.6634
|
| 111 |
+
900 val perplexity 105.9958
|
| 112 |
+
900 train 4.597544 (lr=3.9774e-03) (hash(x)=74987794)
|
| 113 |
+
910 train 4.615208 (lr=3.9748e-03) (hash(x)=93721374)
|
| 114 |
+
920 train 4.597638 (lr=3.9722e-03) (hash(x)=79149678)
|
| 115 |
+
930 train 4.561288 (lr=3.9694e-03) (hash(x)=83179387)
|
| 116 |
+
940 train 4.561318 (lr=3.9665e-03) (hash(x)=89009978)
|
| 117 |
+
950 train 4.549408 (lr=3.9635e-03) (hash(x)=76483735)
|
| 118 |
+
960 train 4.482023 (lr=3.9603e-03) (hash(x)=78638850)
|
| 119 |
+
970 train 4.514319 (lr=3.9571e-03) (hash(x)=90415206)
|
| 120 |
+
980 train 4.454084 (lr=3.9536e-03) (hash(x)=90819195)
|
| 121 |
+
990 train 4.583511 (lr=3.9501e-03) (hash(x)=85938852)
|
| 122 |
+
1000 val loss 4.5648
|
| 123 |
+
1000 val perplexity 96.0438
|
| 124 |
+
1000 train 4.617029 (lr=3.9464e-03) (hash(x)=82436789)
|
| 125 |
+
1010 train 4.670533 (lr=3.9426e-03) (hash(x)=63022149)
|
| 126 |
+
1020 train 4.587653 (lr=3.9387e-03) (hash(x)=83501199)
|
| 127 |
+
1030 train 4.563540 (lr=3.9346e-03) (hash(x)=77093326)
|
| 128 |
+
1040 train 4.442442 (lr=3.9304e-03) (hash(x)=73437559)
|
| 129 |
+
1050 train 4.538055 (lr=3.9261e-03) (hash(x)=84550388)
|
| 130 |
+
1060 train 4.535672 (lr=3.9216e-03) (hash(x)=86184566)
|
| 131 |
+
1070 train 4.522191 (lr=3.9171e-03) (hash(x)=85644922)
|
| 132 |
+
1080 train 4.453305 (lr=3.9124e-03) (hash(x)=86179801)
|
| 133 |
+
1090 train 4.435273 (lr=3.9076e-03) (hash(x)=82868303)
|
| 134 |
+
1100 val loss 4.5028
|
| 135 |
+
1100 val perplexity 90.2676
|
| 136 |
+
1100 train 4.526828 (lr=3.9026e-03) (hash(x)=96780388)
|
| 137 |
+
1110 train 4.467020 (lr=3.8975e-03) (hash(x)=87223122)
|
| 138 |
+
1120 train 4.437481 (lr=3.8923e-03) (hash(x)=77292786)
|
| 139 |
+
1130 train 4.454478 (lr=3.8870e-03) (hash(x)=88761375)
|
| 140 |
+
1140 train 4.374186 (lr=3.8815e-03) (hash(x)=80956468)
|
| 141 |
+
1150 train 4.552345 (lr=3.8760e-03) (hash(x)=84725462)
|
| 142 |
+
1160 train 4.535572 (lr=3.8703e-03) (hash(x)=76098113)
|
| 143 |
+
1170 train 4.506839 (lr=3.8645e-03) (hash(x)=84387685)
|
| 144 |
+
1180 train 4.457309 (lr=3.8585e-03) (hash(x)=76120321)
|
| 145 |
+
1190 train 4.414488 (lr=3.8524e-03) (hash(x)=85974065)
|
| 146 |
+
1200 val loss 4.4370
|
| 147 |
+
1200 val perplexity 84.5184
|
| 148 |
+
1200 train 4.322309 (lr=3.8463e-03) (hash(x)=79340644)
|
| 149 |
+
1210 train 4.421555 (lr=3.8400e-03) (hash(x)=88345025)
|
| 150 |
+
1220 train 4.326811 (lr=3.8335e-03) (hash(x)=86406230)
|
| 151 |
+
1230 train 4.311566 (lr=3.8270e-03) (hash(x)=80608975)
|
| 152 |
+
1240 train 4.360624 (lr=3.8203e-03) (hash(x)=81635225)
|
| 153 |
+
1250 train 4.202559 (lr=3.8135e-03) (hash(x)=82126376)
|
| 154 |
+
1260 train 4.381113 (lr=3.8066e-03) (hash(x)=83737972)
|
| 155 |
+
1270 train 4.295012 (lr=3.7996e-03) (hash(x)=81132345)
|
| 156 |
+
1280 train 4.384928 (lr=3.7924e-03) (hash(x)=85850404)
|
| 157 |
+
1290 train 4.393001 (lr=3.7852e-03) (hash(x)=83490640)
|
| 158 |
+
1300 val loss 4.3955
|
| 159 |
+
1300 val perplexity 81.0878
|
| 160 |
+
1300 train 4.368717 (lr=3.7778e-03) (hash(x)=77545187)
|
| 161 |
+
1310 train 4.412107 (lr=3.7703e-03) (hash(x)=86412685)
|
| 162 |
+
1320 train 4.308740 (lr=3.7627e-03) (hash(x)=86429640)
|
| 163 |
+
1330 train 4.445072 (lr=3.7550e-03) (hash(x)=79645281)
|
| 164 |
+
1340 train 4.401803 (lr=3.7471e-03) (hash(x)=82668541)
|
| 165 |
+
1350 train 4.263761 (lr=3.7392e-03) (hash(x)=73627248)
|
| 166 |
+
1360 train 4.363901 (lr=3.7311e-03) (hash(x)=74845133)
|
| 167 |
+
1370 train 4.272449 (lr=3.7229e-03) (hash(x)=77850497)
|
| 168 |
+
1380 train 4.301913 (lr=3.7146e-03) (hash(x)=76143954)
|
| 169 |
+
1390 train 4.310223 (lr=3.7062e-03) (hash(x)=80675544)
|
| 170 |
+
1400 val loss 4.3781
|
| 171 |
+
1400 val perplexity 79.6856
|
| 172 |
+
1400 train 4.284654 (lr=3.6977e-03) (hash(x)=76010938)
|
| 173 |
+
1410 train 4.339575 (lr=3.6891e-03) (hash(x)=81260300)
|
| 174 |
+
1420 train 4.450355 (lr=3.6804e-03) (hash(x)=83803629)
|
| 175 |
+
1430 train 4.278694 (lr=3.6715e-03) (hash(x)=83840110)
|
| 176 |
+
1440 train 4.465683 (lr=3.6626e-03) (hash(x)=97711831)
|
| 177 |
+
1450 train 4.341757 (lr=3.6535e-03) (hash(x)=81110139)
|
| 178 |
+
1460 train 4.266294 (lr=3.6443e-03) (hash(x)=90942839)
|
| 179 |
+
1470 train 4.304605 (lr=3.6351e-03) (hash(x)=80721564)
|
| 180 |
+
1480 train 4.400560 (lr=3.6257e-03) (hash(x)=77852059)
|
| 181 |
+
1490 train 4.292363 (lr=3.6162e-03) (hash(x)=80011365)
|
| 182 |
+
1500 val loss 4.3336
|
| 183 |
+
1500 val perplexity 76.2197
|
| 184 |
+
1500 train 4.322636 (lr=3.6066e-03) (hash(x)=84496142)
|
| 185 |
+
1510 train 4.261234 (lr=3.5969e-03) (hash(x)=70186729)
|
| 186 |
+
1520 train 4.287668 (lr=3.5871e-03) (hash(x)=74854227)
|
| 187 |
+
1530 train 4.193581 (lr=3.5772e-03) (hash(x)=77468161)
|
| 188 |
+
1540 train 4.208623 (lr=3.5672e-03) (hash(x)=87853059)
|
| 189 |
+
1550 train 4.141577 (lr=3.5571e-03) (hash(x)=71225436)
|
| 190 |
+
1560 train 4.241508 (lr=3.5469e-03) (hash(x)=84072783)
|
| 191 |
+
1570 train 4.296432 (lr=3.5366e-03) (hash(x)=72723098)
|
| 192 |
+
1580 train 4.312276 (lr=3.5262e-03) (hash(x)=90409866)
|
| 193 |
+
1590 train 4.382561 (lr=3.5157e-03) (hash(x)=87481378)
|
| 194 |
+
1600 val loss 4.3100
|
| 195 |
+
1600 val perplexity 74.4386
|
| 196 |
+
1600 train 4.370471 (lr=3.5051e-03) (hash(x)=77643862)
|
| 197 |
+
1610 train 4.255655 (lr=3.4945e-03) (hash(x)=88862575)
|
| 198 |
+
1620 train 4.267348 (lr=3.4837e-03) (hash(x)=84612581)
|
| 199 |
+
1630 train 4.304303 (lr=3.4728e-03) (hash(x)=87075989)
|
| 200 |
+
1640 train 4.198313 (lr=3.4618e-03) (hash(x)=88277361)
|
| 201 |
+
1650 train 4.310437 (lr=3.4508e-03) (hash(x)=78750236)
|
| 202 |
+
1660 train 4.236474 (lr=3.4396e-03) (hash(x)=82604581)
|
| 203 |
+
1670 train 4.070506 (lr=3.4284e-03) (hash(x)=68482265)
|
| 204 |
+
1680 train 4.194980 (lr=3.4170e-03) (hash(x)=75088835)
|
| 205 |
+
1690 train 4.139318 (lr=3.4056e-03) (hash(x)=66060989)
|
| 206 |
+
1700 val loss 4.3186
|
| 207 |
+
1700 val perplexity 75.0848
|
| 208 |
+
1700 train 4.309287 (lr=3.3941e-03) (hash(x)=79986754)
|
| 209 |
+
1710 train 4.292383 (lr=3.3825e-03) (hash(x)=83657930)
|
| 210 |
+
1720 train 4.238027 (lr=3.3708e-03) (hash(x)=81754135)
|
| 211 |
+
1730 train 4.321444 (lr=3.3590e-03) (hash(x)=78904427)
|
| 212 |
+
1740 train 4.216912 (lr=3.3471e-03) (hash(x)=85920177)
|
| 213 |
+
1750 train 4.270732 (lr=3.3352e-03) (hash(x)=86573211)
|
| 214 |
+
1760 train 4.228909 (lr=3.3231e-03) (hash(x)=81737128)
|
| 215 |
+
1770 train 4.220685 (lr=3.3110e-03) (hash(x)=77400968)
|
| 216 |
+
1780 train 4.232032 (lr=3.2988e-03) (hash(x)=73545497)
|
| 217 |
+
1790 train 4.481085 (lr=3.2866e-03) (hash(x)=71641943)
|
| 218 |
+
1800 val loss 4.2691
|
| 219 |
+
1800 val perplexity 71.4543
|
| 220 |
+
1800 train 4.332547 (lr=3.2742e-03) (hash(x)=87819781)
|
| 221 |
+
1810 train 4.185174 (lr=3.2618e-03) (hash(x)=86870770)
|
| 222 |
+
1820 train 4.191788 (lr=3.2492e-03) (hash(x)=82522211)
|
| 223 |
+
1830 train 4.278109 (lr=3.2367e-03) (hash(x)=61947437)
|
| 224 |
+
1840 train 4.161554 (lr=3.2240e-03) (hash(x)=79865406)
|
| 225 |
+
1850 train 4.124757 (lr=3.2112e-03) (hash(x)=79828721)
|
| 226 |
+
1860 train 4.273605 (lr=3.1984e-03) (hash(x)=80869571)
|
| 227 |
+
1870 train 4.253980 (lr=3.1855e-03) (hash(x)=73780971)
|
| 228 |
+
1880 train 4.218853 (lr=3.1726e-03) (hash(x)=79249549)
|
| 229 |
+
1890 train 4.274049 (lr=3.1595e-03) (hash(x)=81041904)
|
| 230 |
+
1900 val loss 4.2426
|
| 231 |
+
1900 val perplexity 69.5879
|
| 232 |
+
1900 train 4.340029 (lr=3.1464e-03) (hash(x)=82456430)
|
| 233 |
+
1910 train 4.110319 (lr=3.1332e-03) (hash(x)=82222135)
|
| 234 |
+
1920 train 4.145608 (lr=3.1200e-03) (hash(x)=70033249)
|
| 235 |
+
1930 train 4.130219 (lr=3.1067e-03) (hash(x)=72887360)
|
| 236 |
+
1940 train 4.183333 (lr=3.0933e-03) (hash(x)=83251100)
|
| 237 |
+
1950 train 4.221889 (lr=3.0799e-03) (hash(x)=79660266)
|
| 238 |
+
1960 train 4.099637 (lr=3.0663e-03) (hash(x)=78919068)
|
| 239 |
+
1970 train 4.199788 (lr=3.0528e-03) (hash(x)=94690431)
|
| 240 |
+
1980 train 4.038556 (lr=3.0391e-03) (hash(x)=88153756)
|
| 241 |
+
1990 train 4.091207 (lr=3.0254e-03) (hash(x)=77195688)
|
| 242 |
+
2000 val loss 4.2221
|
| 243 |
+
2000 val perplexity 68.1795
|
| 244 |
+
2000 train 4.187912 (lr=3.0117e-03) (hash(x)=81308591)
|
| 245 |
+
2010 train 4.235891 (lr=2.9979e-03) (hash(x)=80205479)
|
| 246 |
+
2020 train 4.155325 (lr=2.9840e-03) (hash(x)=81008704)
|
| 247 |
+
2030 train 4.221498 (lr=2.9700e-03) (hash(x)=82914358)
|
| 248 |
+
2040 train 4.228296 (lr=2.9560e-03) (hash(x)=88064399)
|
| 249 |
+
2050 train 4.237135 (lr=2.9420e-03) (hash(x)=82889390)
|
| 250 |
+
2060 train 4.305842 (lr=2.9279e-03) (hash(x)=80913554)
|
| 251 |
+
2070 train 4.146793 (lr=2.9137e-03) (hash(x)=78121791)
|
| 252 |
+
2080 train 4.280697 (lr=2.8995e-03) (hash(x)=75356657)
|
| 253 |
+
2090 train 4.106748 (lr=2.8853e-03) (hash(x)=74048412)
|
| 254 |
+
2100 val loss 4.1993
|
| 255 |
+
2100 val perplexity 66.6396
|
| 256 |
+
2100 train 4.024669 (lr=2.8709e-03) (hash(x)=68928225)
|
| 257 |
+
2110 train 4.075489 (lr=2.8566e-03) (hash(x)=93734745)
|
| 258 |
+
2120 train 4.073512 (lr=2.8422e-03) (hash(x)=72878164)
|
| 259 |
+
2130 train 4.205133 (lr=2.8277e-03) (hash(x)=71508226)
|
| 260 |
+
2140 train 4.164807 (lr=2.8132e-03) (hash(x)=84168671)
|
| 261 |
+
2150 train 4.097293 (lr=2.7987e-03) (hash(x)=74673639)
|
| 262 |
+
2160 train 4.242332 (lr=2.7841e-03) (hash(x)=75470031)
|
| 263 |
+
2170 train 4.205914 (lr=2.7694e-03) (hash(x)=74307890)
|
| 264 |
+
2180 train 4.318648 (lr=2.7548e-03) (hash(x)=77214245)
|
| 265 |
+
2190 train 4.100481 (lr=2.7400e-03) (hash(x)=88628359)
|
| 266 |
+
2200 val loss 4.1808
|
| 267 |
+
2200 val perplexity 65.4159
|
| 268 |
+
2200 train 4.124396 (lr=2.7253e-03) (hash(x)=74779126)
|
| 269 |
+
2210 train 4.156603 (lr=2.7105e-03) (hash(x)=79817976)
|
| 270 |
+
2220 train 4.106953 (lr=2.6957e-03) (hash(x)=75258996)
|
| 271 |
+
2230 train 4.084330 (lr=2.6808e-03) (hash(x)=88164047)
|
| 272 |
+
2240 train 4.067251 (lr=2.6659e-03) (hash(x)=78580686)
|
| 273 |
+
2250 train 4.007695 (lr=2.6509e-03) (hash(x)=76510617)
|
| 274 |
+
2260 train 4.080310 (lr=2.6360e-03) (hash(x)=76043966)
|
| 275 |
+
2270 train 4.057000 (lr=2.6210e-03) (hash(x)=73062098)
|
| 276 |
+
2280 train 4.281871 (lr=2.6059e-03) (hash(x)=81885909)
|
| 277 |
+
2290 train 4.220579 (lr=2.5908e-03) (hash(x)=81481741)
|
| 278 |
+
2300 val loss 4.1598
|
| 279 |
+
2300 val perplexity 64.0600
|
| 280 |
+
2300 train 4.079860 (lr=2.5758e-03) (hash(x)=82104275)
|
| 281 |
+
2310 train 4.128578 (lr=2.5606e-03) (hash(x)=82137309)
|
| 282 |
+
2320 train 4.106791 (lr=2.5455e-03) (hash(x)=86741167)
|
| 283 |
+
2330 train 4.120911 (lr=2.5303e-03) (hash(x)=84796263)
|
| 284 |
+
2340 train 4.101315 (lr=2.5151e-03) (hash(x)=169966529)
|
| 285 |
+
2350 train 3.967781 (lr=2.4999e-03) (hash(x)=80006061)
|
| 286 |
+
2360 train 4.024746 (lr=2.4846e-03) (hash(x)=71090999)
|
| 287 |
+
2370 train 4.157403 (lr=2.4694e-03) (hash(x)=86641850)
|
| 288 |
+
2380 train 4.056834 (lr=2.4541e-03) (hash(x)=84573253)
|
| 289 |
+
2390 train 4.085881 (lr=2.4388e-03) (hash(x)=74483764)
|
| 290 |
+
2400 val loss 4.1556
|
| 291 |
+
2400 val perplexity 63.7886
|
| 292 |
+
2400 train 4.059066 (lr=2.4235e-03) (hash(x)=78327659)
|
| 293 |
+
2410 train 4.127447 (lr=2.4081e-03) (hash(x)=77273627)
|
| 294 |
+
2420 train 3.990860 (lr=2.3928e-03) (hash(x)=76938049)
|
| 295 |
+
2430 train 3.991381 (lr=2.3774e-03) (hash(x)=98449442)
|
| 296 |
+
2440 train 3.854030 (lr=2.3620e-03) (hash(x)=78157797)
|
| 297 |
+
2450 train 3.894112 (lr=2.3466e-03) (hash(x)=80637582)
|
| 298 |
+
2460 train 3.887185 (lr=2.3312e-03) (hash(x)=80023854)
|
| 299 |
+
2470 train 3.949803 (lr=2.3158e-03) (hash(x)=86678884)
|
| 300 |
+
2480 train 4.174103 (lr=2.3004e-03) (hash(x)=84086469)
|
| 301 |
+
2490 train 4.192038 (lr=2.2849e-03) (hash(x)=83131141)
|
| 302 |
+
2500 val loss 4.1272
|
| 303 |
+
2500 val perplexity 62.0034
|
| 304 |
+
2500 train 4.107065 (lr=2.2695e-03) (hash(x)=82583497)
|
| 305 |
+
2510 train 4.164256 (lr=2.2541e-03) (hash(x)=79164326)
|
| 306 |
+
2520 train 4.075881 (lr=2.2386e-03) (hash(x)=76456503)
|
| 307 |
+
2530 train 4.135474 (lr=2.2232e-03) (hash(x)=82001228)
|
| 308 |
+
2540 train 4.166557 (lr=2.2077e-03) (hash(x)=75615595)
|
| 309 |
+
2550 train 4.110672 (lr=2.1923e-03) (hash(x)=78397869)
|
| 310 |
+
2560 train 4.117221 (lr=2.1768e-03) (hash(x)=75547032)
|
| 311 |
+
2570 train 4.026905 (lr=2.1614e-03) (hash(x)=89201025)
|
| 312 |
+
2580 train 4.016556 (lr=2.1459e-03) (hash(x)=89856704)
|
| 313 |
+
2590 train 4.024228 (lr=2.1305e-03) (hash(x)=82175682)
|
| 314 |
+
2600 val loss 4.1113
|
| 315 |
+
2600 val perplexity 61.0234
|
| 316 |
+
2600 train 4.029932 (lr=2.1151e-03) (hash(x)=78312826)
|
| 317 |
+
2610 train 4.021157 (lr=2.0996e-03) (hash(x)=77066588)
|
| 318 |
+
2620 train 3.864421 (lr=2.0842e-03) (hash(x)=78666061)
|
| 319 |
+
2630 train 3.862624 (lr=2.0688e-03) (hash(x)=93762143)
|
| 320 |
+
2640 train 3.877935 (lr=2.0534e-03) (hash(x)=83191587)
|
| 321 |
+
2650 train 3.795954 (lr=2.0380e-03) (hash(x)=87169585)
|
| 322 |
+
2660 train 4.023151 (lr=2.0226e-03) (hash(x)=86426388)
|
| 323 |
+
2670 train 4.155124 (lr=2.0072e-03) (hash(x)=76692638)
|
| 324 |
+
2680 train 4.069413 (lr=1.9919e-03) (hash(x)=77446063)
|
| 325 |
+
2690 train 4.069152 (lr=1.9765e-03) (hash(x)=79809050)
|
| 326 |
+
2700 val loss 4.1057
|
| 327 |
+
2700 val perplexity 60.6860
|
| 328 |
+
2700 train 3.996182 (lr=1.9612e-03) (hash(x)=83116823)
|
| 329 |
+
2710 train 4.110099 (lr=1.9459e-03) (hash(x)=75622148)
|
| 330 |
+
2720 train 4.042389 (lr=1.9306e-03) (hash(x)=80690512)
|
| 331 |
+
2730 train 4.107502 (lr=1.9154e-03) (hash(x)=78009984)
|
| 332 |
+
2740 train 4.062438 (lr=1.9001e-03) (hash(x)=74205488)
|
| 333 |
+
2750 train 4.068693 (lr=1.8849e-03) (hash(x)=91013332)
|
| 334 |
+
2760 train 3.989962 (lr=1.8697e-03) (hash(x)=76954961)
|
| 335 |
+
2770 train 4.004441 (lr=1.8545e-03) (hash(x)=79390317)
|
| 336 |
+
2780 train 3.870897 (lr=1.8394e-03) (hash(x)=70168783)
|
| 337 |
+
2790 train 4.030679 (lr=1.8242e-03) (hash(x)=76028417)
|
| 338 |
+
2800 val loss 4.0851
|
| 339 |
+
2800 val perplexity 59.4475
|
| 340 |
+
2800 train 3.852032 (lr=1.8092e-03) (hash(x)=77656050)
|
| 341 |
+
2810 train 3.897044 (lr=1.7941e-03) (hash(x)=94248216)
|
| 342 |
+
2820 train 3.965987 (lr=1.7790e-03) (hash(x)=78305078)
|
| 343 |
+
2830 train 3.879869 (lr=1.7640e-03) (hash(x)=79948848)
|
| 344 |
+
2840 train 3.739035 (lr=1.7491e-03) (hash(x)=85341024)
|
| 345 |
+
2850 train 4.052204 (lr=1.7341e-03) (hash(x)=78735170)
|
| 346 |
+
2860 train 4.305175 (lr=1.7192e-03) (hash(x)=71616419)
|
| 347 |
+
2870 train 4.071728 (lr=1.7043e-03) (hash(x)=78656517)
|
| 348 |
+
2880 train 4.082227 (lr=1.6895e-03) (hash(x)=80073987)
|
| 349 |
+
2890 train 4.014472 (lr=1.6747e-03) (hash(x)=76894809)
|
| 350 |
+
2900 val loss 4.0595
|
| 351 |
+
2900 val perplexity 57.9470
|
| 352 |
+
2900 train 3.995089 (lr=1.6600e-03) (hash(x)=80499838)
|
| 353 |
+
2910 train 4.045251 (lr=1.6452e-03) (hash(x)=72673354)
|
| 354 |
+
2920 train 4.027093 (lr=1.6306e-03) (hash(x)=84265768)
|
| 355 |
+
2930 train 4.054072 (lr=1.6159e-03) (hash(x)=79612060)
|
| 356 |
+
2940 train 3.907456 (lr=1.6013e-03) (hash(x)=74970087)
|
| 357 |
+
2950 train 4.065562 (lr=1.5868e-03) (hash(x)=84166818)
|
| 358 |
+
2960 train 4.052482 (lr=1.5723e-03) (hash(x)=89410221)
|
| 359 |
+
2970 train 3.994113 (lr=1.5578e-03) (hash(x)=75672566)
|
| 360 |
+
2980 train 3.845670 (lr=1.5434e-03) (hash(x)=81760314)
|
| 361 |
+
2990 train 3.818416 (lr=1.5291e-03) (hash(x)=80605200)
|
| 362 |
+
3000 val loss 4.0582
|
| 363 |
+
3000 val perplexity 57.8704
|
| 364 |
+
3000 train 3.814762 (lr=1.5147e-03) (hash(x)=83804735)
|
| 365 |
+
3010 train 3.741226 (lr=1.5005e-03) (hash(x)=77015303)
|
| 366 |
+
3020 train 3.807526 (lr=1.4863e-03) (hash(x)=81464523)
|
| 367 |
+
3030 train 4.005996 (lr=1.4721e-03) (hash(x)=80168230)
|
| 368 |
+
3040 train 3.951922 (lr=1.4580e-03) (hash(x)=84817006)
|
| 369 |
+
3050 train 4.060794 (lr=1.4440e-03) (hash(x)=71601811)
|
| 370 |
+
3060 train 3.980760 (lr=1.4300e-03) (hash(x)=85499733)
|
| 371 |
+
3070 train 4.038463 (lr=1.4160e-03) (hash(x)=78670408)
|
| 372 |
+
3080 train 3.930373 (lr=1.4021e-03) (hash(x)=77120468)
|
| 373 |
+
3090 train 4.035828 (lr=1.3883e-03) (hash(x)=77927426)
|
| 374 |
+
3100 val loss 4.0364
|
| 375 |
+
3100 val perplexity 56.6216
|
| 376 |
+
3100 train 4.051445 (lr=1.3746e-03) (hash(x)=83998606)
|
| 377 |
+
3110 train 3.953995 (lr=1.3609e-03) (hash(x)=77990218)
|
| 378 |
+
3120 train 3.868207 (lr=1.3472e-03) (hash(x)=81623970)
|
| 379 |
+
3130 train 3.837437 (lr=1.3337e-03) (hash(x)=75014781)
|
| 380 |
+
3140 train 3.890389 (lr=1.3201e-03) (hash(x)=72591250)
|
| 381 |
+
3150 train 3.902428 (lr=1.3067e-03) (hash(x)=81421847)
|
| 382 |
+
3160 train 3.956516 (lr=1.2933e-03) (hash(x)=75112631)
|
| 383 |
+
3170 train 4.053855 (lr=1.2800e-03) (hash(x)=87518033)
|
| 384 |
+
3180 train 3.906461 (lr=1.2668e-03) (hash(x)=78648348)
|
| 385 |
+
3190 train 4.015678 (lr=1.2536e-03) (hash(x)=78270029)
|
| 386 |
+
3200 val loss 4.0168
|
| 387 |
+
3200 val perplexity 55.5204
|
| 388 |
+
3200 train 4.087307 (lr=1.2405e-03) (hash(x)=83380714)
|
| 389 |
+
3210 train 4.274594 (lr=1.2274e-03) (hash(x)=67804991)
|
| 390 |
+
3220 train 4.000900 (lr=1.2145e-03) (hash(x)=76968804)
|
| 391 |
+
3230 train 3.937055 (lr=1.2016e-03) (hash(x)=75798670)
|
| 392 |
+
3240 train 4.008497 (lr=1.1888e-03) (hash(x)=83192811)
|
| 393 |
+
3250 train 3.945548 (lr=1.1760e-03) (hash(x)=81659789)
|
| 394 |
+
3260 train 3.991395 (lr=1.1633e-03) (hash(x)=80622502)
|
| 395 |
+
3270 train 3.958820 (lr=1.1508e-03) (hash(x)=85436511)
|
| 396 |
+
3280 train 3.903336 (lr=1.1382e-03) (hash(x)=80589180)
|
| 397 |
+
3290 train 4.040409 (lr=1.1258e-03) (hash(x)=85747193)
|
| 398 |
+
3300 val loss 4.0114
|
| 399 |
+
3300 val perplexity 55.2241
|
| 400 |
+
3300 train 3.908028 (lr=1.1134e-03) (hash(x)=74635692)
|
| 401 |
+
3310 train 3.893753 (lr=1.1012e-03) (hash(x)=82045455)
|
| 402 |
+
3320 train 3.763941 (lr=1.0890e-03) (hash(x)=73249173)
|
| 403 |
+
3330 train 3.724732 (lr=1.0769e-03) (hash(x)=71492338)
|
| 404 |
+
3340 train 4.056436 (lr=1.0648e-03) (hash(x)=76374071)
|
| 405 |
+
3350 train 4.025647 (lr=1.0529e-03) (hash(x)=80474064)
|
| 406 |
+
3360 train 3.936754 (lr=1.0410e-03) (hash(x)=84390892)
|
| 407 |
+
3370 train 3.982184 (lr=1.0292e-03) (hash(x)=83399949)
|
| 408 |
+
3380 train 4.038645 (lr=1.0175e-03) (hash(x)=77648059)
|
| 409 |
+
3390 train 4.006914 (lr=1.0059e-03) (hash(x)=80152701)
|
| 410 |
+
3400 val loss 3.9901
|
| 411 |
+
3400 val perplexity 54.0584
|
| 412 |
+
3400 train 4.054577 (lr=9.9442e-04) (hash(x)=81952545)
|
| 413 |
+
3410 train 4.015197 (lr=9.8299e-04) (hash(x)=80908993)
|
| 414 |
+
3420 train 4.055999 (lr=9.7165e-04) (hash(x)=79610037)
|
| 415 |
+
3430 train 3.913090 (lr=9.6040e-04) (hash(x)=87624382)
|
| 416 |
+
3440 train 3.980425 (lr=9.4924e-04) (hash(x)=82336381)
|
| 417 |
+
3450 train 3.957674 (lr=9.3818e-04) (hash(x)=87687835)
|
| 418 |
+
3460 train 3.958360 (lr=9.2721e-04) (hash(x)=76376135)
|
| 419 |
+
3470 train 3.872755 (lr=9.1633e-04) (hash(x)=79331391)
|
| 420 |
+
3480 train 3.777411 (lr=9.0555e-04) (hash(x)=107002681)
|
| 421 |
+
3490 train 3.858063 (lr=8.9486e-04) (hash(x)=77465514)
|
| 422 |
+
3500 val loss 3.9866
|
| 423 |
+
3500 val perplexity 53.8725
|
| 424 |
+
3500 train 3.820212 (lr=8.8427e-04) (hash(x)=88237229)
|
| 425 |
+
3510 train 3.888991 (lr=8.7377e-04) (hash(x)=81011739)
|
| 426 |
+
3520 train 3.937476 (lr=8.6337e-04) (hash(x)=64643427)
|
| 427 |
+
3530 train 4.219550 (lr=8.5307e-04) (hash(x)=78029539)
|
| 428 |
+
3540 train 4.041986 (lr=8.4288e-04) (hash(x)=83188968)
|
| 429 |
+
3550 train 4.063608 (lr=8.3278e-04) (hash(x)=86104185)
|
| 430 |
+
3560 train 3.989103 (lr=8.2278e-04) (hash(x)=81993629)
|
| 431 |
+
3570 train 3.961450 (lr=8.1288e-04) (hash(x)=72719368)
|
| 432 |
+
3580 train 3.970108 (lr=8.0308e-04) (hash(x)=90091487)
|
| 433 |
+
3590 train 3.857526 (lr=7.9339e-04) (hash(x)=77393152)
|
| 434 |
+
3600 val loss 3.9657
|
| 435 |
+
3600 val perplexity 52.7559
|
| 436 |
+
3600 train 3.964663 (lr=7.8380e-04) (hash(x)=73103504)
|
| 437 |
+
3610 train 3.971438 (lr=7.7432e-04) (hash(x)=84429400)
|
| 438 |
+
3620 train 3.948587 (lr=7.6494e-04) (hash(x)=77021795)
|
| 439 |
+
3630 train 3.897702 (lr=7.5567e-04) (hash(x)=92830605)
|
| 440 |
+
3640 train 4.096931 (lr=7.4650e-04) (hash(x)=78313175)
|
| 441 |
+
3650 train 3.894235 (lr=7.3744e-04) (hash(x)=85395549)
|
| 442 |
+
3660 train 3.689048 (lr=7.2849e-04) (hash(x)=78114459)
|
| 443 |
+
3670 train 3.816170 (lr=7.1964e-04) (hash(x)=74968316)
|
| 444 |
+
3680 train 3.739744 (lr=7.1091e-04) (hash(x)=73358737)
|
| 445 |
+
3690 train 3.848307 (lr=7.0228e-04) (hash(x)=76399442)
|
| 446 |
+
3700 val loss 3.9654
|
| 447 |
+
3700 val perplexity 52.7406
|
| 448 |
+
3700 train 3.850952 (lr=6.9377e-04) (hash(x)=74039273)
|
| 449 |
+
3710 train 4.025910 (lr=6.8536e-04) (hash(x)=79299680)
|
| 450 |
+
3720 train 3.939267 (lr=6.7707e-04) (hash(x)=94701498)
|
| 451 |
+
3730 train 4.016736 (lr=6.6889e-04) (hash(x)=75352071)
|
| 452 |
+
3740 train 3.900523 (lr=6.6082e-04) (hash(x)=77909487)
|
| 453 |
+
3750 train 4.006707 (lr=6.5287e-04) (hash(x)=73986730)
|
| 454 |
+
3760 train 3.958333 (lr=6.4503e-04) (hash(x)=79325763)
|
| 455 |
+
3770 train 4.009053 (lr=6.3731e-04) (hash(x)=72457818)
|
| 456 |
+
3780 train 4.134195 (lr=6.2970e-04) (hash(x)=71775590)
|
| 457 |
+
3790 train 4.023207 (lr=6.2220e-04) (hash(x)=82638943)
|
| 458 |
+
3800 val loss 3.9483
|
| 459 |
+
3800 val perplexity 51.8492
|
| 460 |
+
3800 train 4.006841 (lr=6.1482e-04) (hash(x)=79965893)
|
| 461 |
+
3810 train 3.937461 (lr=6.0756e-04) (hash(x)=72598235)
|
| 462 |
+
3820 train 3.920625 (lr=6.0042e-04) (hash(x)=83113889)
|
| 463 |
+
3830 train 3.981739 (lr=5.9339e-04) (hash(x)=74434590)
|
| 464 |
+
3840 train 3.895181 (lr=5.8648e-04) (hash(x)=82860348)
|
| 465 |
+
3850 train 3.835139 (lr=5.7970e-04) (hash(x)=78067565)
|
| 466 |
+
3860 train 3.898750 (lr=5.7303e-04) (hash(x)=82592498)
|
| 467 |
+
3870 train 3.830106 (lr=5.6648e-04) (hash(x)=81820733)
|
| 468 |
+
3880 train 3.847902 (lr=5.6005e-04) (hash(x)=87709040)
|
| 469 |
+
3890 train 3.889149 (lr=5.5374e-04) (hash(x)=70379093)
|
| 470 |
+
3900 val loss 3.9410
|
| 471 |
+
3900 val perplexity 51.4700
|
| 472 |
+
3900 train 4.016358 (lr=5.4755e-04) (hash(x)=76597431)
|
| 473 |
+
3910 train 3.900545 (lr=5.4149e-04) (hash(x)=90490716)
|
| 474 |
+
3920 train 4.005455 (lr=5.3554e-04) (hash(x)=81970659)
|
| 475 |
+
3930 train 3.986632 (lr=5.2972e-04) (hash(x)=81496334)
|
| 476 |
+
3940 train 3.967860 (lr=5.2402e-04) (hash(x)=75717605)
|
| 477 |
+
3950 train 3.916333 (lr=5.1845e-04) (hash(x)=82749357)
|
| 478 |
+
3960 train 3.942010 (lr=5.1300e-04) (hash(x)=89355157)
|
| 479 |
+
3970 train 3.897540 (lr=5.0767e-04) (hash(x)=78980403)
|
| 480 |
+
3980 train 3.873543 (lr=5.0247e-04) (hash(x)=76627217)
|
| 481 |
+
3990 train 3.872087 (lr=4.9740e-04) (hash(x)=72412879)
|
| 482 |
+
4000 val loss 3.9350
|
| 483 |
+
4000 val perplexity 51.1637
|
| 484 |
+
4000 train 3.880417 (lr=4.9245e-04) (hash(x)=83018142)
|
| 485 |
+
4010 train 3.895417 (lr=4.8762e-04) (hash(x)=81272436)
|
| 486 |
+
4020 train 3.824379 (lr=4.8292e-04) (hash(x)=85497482)
|
| 487 |
+
4030 train 3.896827 (lr=4.7835e-04) (hash(x)=85241734)
|
| 488 |
+
4040 train 3.866812 (lr=4.7391e-04) (hash(x)=77925307)
|
| 489 |
+
4050 train 3.866089 (lr=4.6959e-04) (hash(x)=84826179)
|
| 490 |
+
4060 train 3.919898 (lr=4.6540e-04) (hash(x)=83606764)
|
| 491 |
+
4070 train 3.836742 (lr=4.6133e-04) (hash(x)=80567590)
|
| 492 |
+
4080 train 3.888546 (lr=4.5740e-04) (hash(x)=76860998)
|
| 493 |
+
4090 train 3.925953 (lr=4.5359e-04) (hash(x)=74902328)
|
| 494 |
+
4100 val loss 3.9224
|
| 495 |
+
4100 val perplexity 50.5201
|
| 496 |
+
4100 train 3.967728 (lr=4.4991e-04) (hash(x)=82832041)
|
| 497 |
+
4110 train 3.847012 (lr=4.4637e-04) (hash(x)=79143262)
|
| 498 |
+
4120 train 3.876610 (lr=4.4295e-04) (hash(x)=77038149)
|
| 499 |
+
4130 train 4.059258 (lr=4.3966e-04) (hash(x)=86339074)
|
| 500 |
+
4140 train 4.119776 (lr=4.3650e-04) (hash(x)=76686216)
|
| 501 |
+
4150 train 3.893715 (lr=4.3347e-04) (hash(x)=70522682)
|
| 502 |
+
4160 train 3.858359 (lr=4.3056e-04) (hash(x)=90958555)
|
| 503 |
+
4170 train 3.886288 (lr=4.2780e-04) (hash(x)=91463532)
|
| 504 |
+
4180 train 3.871219 (lr=4.2516e-04) (hash(x)=81959329)
|
| 505 |
+
4190 train 3.829409 (lr=4.2265e-04) (hash(x)=83146752)
|
| 506 |
+
4200 val loss 3.9259
|
| 507 |
+
4200 val perplexity 50.6963
|
| 508 |
+
4200 train 3.815902 (lr=4.2027e-04) (hash(x)=78361715)
|
| 509 |
+
4210 train 3.961839 (lr=4.1802e-04) (hash(x)=87364889)
|
| 510 |
+
4220 train 3.819268 (lr=4.1591e-04) (hash(x)=70465156)
|
| 511 |
+
4230 train 3.969079 (lr=4.1392e-04) (hash(x)=84524081)
|
| 512 |
+
4240 train 3.924062 (lr=4.1207e-04) (hash(x)=77824868)
|
| 513 |
+
4250 train 3.937927 (lr=4.1035e-04) (hash(x)=81710711)
|
| 514 |
+
4260 train 3.920286 (lr=4.0876e-04) (hash(x)=76362728)
|
| 515 |
+
4270 train 3.909662 (lr=4.0731e-04) (hash(x)=83115208)
|
| 516 |
+
4280 train 3.823408 (lr=4.0598e-04) (hash(x)=87218314)
|
| 517 |
+
4290 train 3.982368 (lr=4.0479e-04) (hash(x)=74582673)
|
| 518 |
+
4300 val loss 3.9190
|
| 519 |
+
4300 val perplexity 50.3512
|
| 520 |
+
4300 train 3.858708 (lr=4.0373e-04) (hash(x)=77379615)
|
| 521 |
+
4310 train 3.835918 (lr=4.0280e-04) (hash(x)=78669579)
|
| 522 |
+
4320 train 3.950632 (lr=4.0201e-04) (hash(x)=83066608)
|
| 523 |
+
4330 train 3.913462 (lr=4.0134e-04) (hash(x)=83037340)
|
| 524 |
+
4340 train 3.946310 (lr=4.0081e-04) (hash(x)=82849771)
|
| 525 |
+
4350 train 3.891886 (lr=4.0041e-04) (hash(x)=76693985)
|
| 526 |
+
4360 train 3.976914 (lr=4.0015e-04) (hash(x)=77745394)
|
| 527 |
+
4370 train 3.938921 (lr=4.0002e-04) (hash(x)=79954388)
|
| 528 |
+
4374 val loss 3.9123
|
| 529 |
+
4374 val perplexity 50.0115
|
12_head_baseline_lr_40e-4_head_dim_22/model_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b6b613bae06f9301acbb99a78feceeca95f1324ca9356d42375ab5fd83ac7143
|
| 3 |
+
size 96858242
|
12_head_baseline_lr_40e-4_head_dim_22/optimizer_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ce76ba7cfdc342afe6fad6b666a714f99e0dcfbe5bc605527c002ba287fdca5c
|
| 3 |
+
size 187435910
|