Upload folder using huggingface_hub
Browse files- 12_head_one_mask_per_head_4_latent_masks/args.json +1 -0
- 12_head_one_mask_per_head_4_latent_masks/dataloader_04374.pt +3 -0
- 12_head_one_mask_per_head_4_latent_masks/log2.txt +529 -0
- 12_head_one_mask_per_head_4_latent_masks/model_04374.pt +3 -0
- 12_head_one_mask_per_head_4_latent_masks/optimizer_04374.pt +3 -0
12_head_one_mask_per_head_4_latent_masks/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "logs/repro_selective_pattern_rankings/12_head_one_mask_per_head_4_latent_masks", "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": "n_latent_masks", "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": 4, "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_one_mask_per_head_4_latent_masks"}
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12_head_one_mask_per_head_4_latent_masks/dataloader_04374.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:8ec6682852ed60a9d42cb4047300f65a04f87328c0ad7a4516be84d11b28f216
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size 964
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12_head_one_mask_per_head_4_latent_masks/log2.txt
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| 1 |
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max_steps: 4375
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| 2 |
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0 val loss 10.9739
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| 3 |
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0 val perplexity 58331.1328
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| 4 |
+
0 train 10.976922 (lr=6.4000e-06) (hash(x)=93356070)
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| 5 |
+
10 train 9.610164 (lr=7.0400e-05) (hash(x)=91253010)
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| 6 |
+
20 train 8.822256 (lr=1.3440e-04) (hash(x)=74934453)
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| 7 |
+
30 train 8.045877 (lr=1.9840e-04) (hash(x)=79278034)
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| 8 |
+
40 train 7.623817 (lr=2.6240e-04) (hash(x)=80107892)
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| 9 |
+
50 train 7.598309 (lr=3.2640e-04) (hash(x)=70745428)
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| 10 |
+
60 train 7.579951 (lr=3.9040e-04) (hash(x)=80077589)
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| 11 |
+
70 train 7.124553 (lr=4.5440e-04) (hash(x)=76213766)
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| 12 |
+
80 train 7.080781 (lr=5.1840e-04) (hash(x)=83218328)
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| 13 |
+
90 train 6.913459 (lr=5.8240e-04) (hash(x)=74855845)
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| 14 |
+
100 val loss 6.8669
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| 15 |
+
100 val perplexity 959.9525
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| 16 |
+
100 train 6.702640 (lr=6.4640e-04) (hash(x)=82814902)
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| 17 |
+
110 train 6.686010 (lr=7.1040e-04) (hash(x)=84907741)
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| 18 |
+
120 train 6.561395 (lr=7.7440e-04) (hash(x)=82613223)
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| 19 |
+
130 train 6.423313 (lr=8.3840e-04) (hash(x)=83540876)
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| 20 |
+
140 train 6.406285 (lr=9.0240e-04) (hash(x)=75095216)
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| 21 |
+
150 train 6.504651 (lr=9.6640e-04) (hash(x)=97190944)
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| 22 |
+
160 train 6.436491 (lr=1.0304e-03) (hash(x)=82117809)
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| 23 |
+
170 train 6.334200 (lr=1.0944e-03) (hash(x)=70514724)
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| 24 |
+
180 train 6.270076 (lr=1.1584e-03) (hash(x)=81029624)
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| 25 |
+
190 train 6.208189 (lr=1.2224e-03) (hash(x)=78996841)
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| 26 |
+
200 val loss 6.1355
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| 27 |
+
200 val perplexity 461.9548
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| 28 |
+
200 train 6.145214 (lr=1.2864e-03) (hash(x)=79845097)
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| 29 |
+
210 train 6.047606 (lr=1.3504e-03) (hash(x)=78997683)
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| 30 |
+
220 train 5.962054 (lr=1.4144e-03) (hash(x)=74895865)
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| 31 |
+
230 train 6.112282 (lr=1.4784e-03) (hash(x)=80933276)
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| 32 |
+
240 train 5.803537 (lr=1.5424e-03) (hash(x)=77664606)
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| 33 |
+
250 train 5.844026 (lr=1.6000e-03) (hash(x)=75903930)
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| 34 |
+
260 train 5.755938 (lr=1.6000e-03) (hash(x)=82996853)
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| 35 |
+
270 train 5.677665 (lr=1.5999e-03) (hash(x)=73269568)
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| 36 |
+
280 train 5.599977 (lr=1.5998e-03) (hash(x)=82906427)
|
| 37 |
+
290 train 5.523516 (lr=1.5997e-03) (hash(x)=71797895)
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| 38 |
+
300 val loss 5.6848
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| 39 |
+
300 val perplexity 294.3557
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| 40 |
+
300 train 5.378790 (lr=1.5995e-03) (hash(x)=85232249)
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| 41 |
+
310 train 5.319650 (lr=1.5992e-03) (hash(x)=75252489)
|
| 42 |
+
320 train 5.405895 (lr=1.5990e-03) (hash(x)=74394644)
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| 43 |
+
330 train 5.496866 (lr=1.5987e-03) (hash(x)=82772910)
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| 44 |
+
340 train 5.542979 (lr=1.5983e-03) (hash(x)=81627464)
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| 45 |
+
350 train 5.508110 (lr=1.5979e-03) (hash(x)=84678053)
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| 46 |
+
360 train 5.447223 (lr=1.5975e-03) (hash(x)=81884128)
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| 47 |
+
370 train 5.454436 (lr=1.5970e-03) (hash(x)=76379242)
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| 48 |
+
380 train 5.267288 (lr=1.5965e-03) (hash(x)=98182875)
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| 49 |
+
390 train 5.234765 (lr=1.5959e-03) (hash(x)=79710436)
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| 50 |
+
400 val loss 5.2849
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| 51 |
+
400 val perplexity 197.3264
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| 52 |
+
400 train 5.233985 (lr=1.5953e-03) (hash(x)=79841071)
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| 53 |
+
410 train 5.188588 (lr=1.5947e-03) (hash(x)=75844151)
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| 54 |
+
420 train 5.164733 (lr=1.5940e-03) (hash(x)=73125036)
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| 55 |
+
430 train 5.210048 (lr=1.5932e-03) (hash(x)=84214858)
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| 56 |
+
440 train 5.068330 (lr=1.5925e-03) (hash(x)=80456994)
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| 57 |
+
450 train 5.068047 (lr=1.5917e-03) (hash(x)=76735962)
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| 58 |
+
460 train 4.974701 (lr=1.5908e-03) (hash(x)=81845446)
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| 59 |
+
470 train 4.774404 (lr=1.5899e-03) (hash(x)=76094689)
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| 60 |
+
480 train 4.869439 (lr=1.5890e-03) (hash(x)=83806686)
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| 61 |
+
490 train 4.698429 (lr=1.5880e-03) (hash(x)=84690227)
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| 62 |
+
500 val loss 5.0409
|
| 63 |
+
500 val perplexity 154.6122
|
| 64 |
+
500 train 4.787300 (lr=1.5870e-03) (hash(x)=71851938)
|
| 65 |
+
510 train 4.896961 (lr=1.5859e-03) (hash(x)=77159346)
|
| 66 |
+
520 train 4.948387 (lr=1.5848e-03) (hash(x)=80755753)
|
| 67 |
+
530 train 4.980748 (lr=1.5837e-03) (hash(x)=75379679)
|
| 68 |
+
540 train 4.953137 (lr=1.5825e-03) (hash(x)=82458619)
|
| 69 |
+
550 train 4.898540 (lr=1.5813e-03) (hash(x)=86366396)
|
| 70 |
+
560 train 4.988710 (lr=1.5800e-03) (hash(x)=85095044)
|
| 71 |
+
570 train 4.901937 (lr=1.5787e-03) (hash(x)=78385159)
|
| 72 |
+
580 train 4.845851 (lr=1.5774e-03) (hash(x)=79342394)
|
| 73 |
+
590 train 4.907160 (lr=1.5760e-03) (hash(x)=70782192)
|
| 74 |
+
600 val loss 4.8935
|
| 75 |
+
600 val perplexity 133.4138
|
| 76 |
+
600 train 4.874977 (lr=1.5746e-03) (hash(x)=76130353)
|
| 77 |
+
610 train 4.786975 (lr=1.5731e-03) (hash(x)=74778440)
|
| 78 |
+
620 train 4.773256 (lr=1.5716e-03) (hash(x)=79129709)
|
| 79 |
+
630 train 4.693193 (lr=1.5701e-03) (hash(x)=76469962)
|
| 80 |
+
640 train 4.705766 (lr=1.5685e-03) (hash(x)=78288049)
|
| 81 |
+
650 train 4.659735 (lr=1.5668e-03) (hash(x)=76641388)
|
| 82 |
+
660 train 4.573209 (lr=1.5652e-03) (hash(x)=75937906)
|
| 83 |
+
670 train 4.605877 (lr=1.5635e-03) (hash(x)=74807157)
|
| 84 |
+
680 train 4.520327 (lr=1.5617e-03) (hash(x)=77490144)
|
| 85 |
+
690 train 4.568202 (lr=1.5600e-03) (hash(x)=72900124)
|
| 86 |
+
700 val loss 4.8356
|
| 87 |
+
700 val perplexity 125.9128
|
| 88 |
+
700 train 4.544733 (lr=1.5581e-03) (hash(x)=73424218)
|
| 89 |
+
710 train 4.837429 (lr=1.5563e-03) (hash(x)=86052345)
|
| 90 |
+
720 train 4.829470 (lr=1.5544e-03) (hash(x)=77462613)
|
| 91 |
+
730 train 4.857572 (lr=1.5524e-03) (hash(x)=79027471)
|
| 92 |
+
740 train 4.848959 (lr=1.5504e-03) (hash(x)=78149992)
|
| 93 |
+
750 train 4.770066 (lr=1.5484e-03) (hash(x)=89147499)
|
| 94 |
+
760 train 4.848103 (lr=1.5464e-03) (hash(x)=74931538)
|
| 95 |
+
770 train 4.833956 (lr=1.5443e-03) (hash(x)=89648204)
|
| 96 |
+
780 train 4.865717 (lr=1.5421e-03) (hash(x)=83708293)
|
| 97 |
+
790 train 4.825516 (lr=1.5400e-03) (hash(x)=84336512)
|
| 98 |
+
800 val loss 4.8041
|
| 99 |
+
800 val perplexity 122.0127
|
| 100 |
+
800 train 4.738462 (lr=1.5378e-03) (hash(x)=75025285)
|
| 101 |
+
810 train 4.630217 (lr=1.5355e-03) (hash(x)=79436536)
|
| 102 |
+
820 train 4.718338 (lr=1.5332e-03) (hash(x)=90467390)
|
| 103 |
+
830 train 4.738597 (lr=1.5309e-03) (hash(x)=77292020)
|
| 104 |
+
840 train 4.693678 (lr=1.5285e-03) (hash(x)=75568927)
|
| 105 |
+
850 train 4.718541 (lr=1.5261e-03) (hash(x)=79671781)
|
| 106 |
+
860 train 4.846093 (lr=1.5237e-03) (hash(x)=84280943)
|
| 107 |
+
870 train 4.892892 (lr=1.5212e-03) (hash(x)=80901294)
|
| 108 |
+
880 train 5.067603 (lr=1.5187e-03) (hash(x)=81437584)
|
| 109 |
+
890 train 4.853504 (lr=1.5162e-03) (hash(x)=73893778)
|
| 110 |
+
900 val loss 4.8819
|
| 111 |
+
900 val perplexity 131.8840
|
| 112 |
+
900 train 4.801009 (lr=1.5136e-03) (hash(x)=74987794)
|
| 113 |
+
910 train 4.815507 (lr=1.5109e-03) (hash(x)=93721374)
|
| 114 |
+
920 train 4.915287 (lr=1.5083e-03) (hash(x)=79149678)
|
| 115 |
+
930 train 4.839033 (lr=1.5056e-03) (hash(x)=83179387)
|
| 116 |
+
940 train 4.840887 (lr=1.5029e-03) (hash(x)=89009978)
|
| 117 |
+
950 train 4.837934 (lr=1.5001e-03) (hash(x)=76483735)
|
| 118 |
+
960 train 4.808829 (lr=1.4973e-03) (hash(x)=78638850)
|
| 119 |
+
970 train 4.884855 (lr=1.4944e-03) (hash(x)=90415206)
|
| 120 |
+
980 train 4.797330 (lr=1.4916e-03) (hash(x)=90819195)
|
| 121 |
+
990 train 4.931005 (lr=1.4886e-03) (hash(x)=85938852)
|
| 122 |
+
1000 val loss 4.9117
|
| 123 |
+
1000 val perplexity 135.8718
|
| 124 |
+
1000 train 4.953598 (lr=1.4857e-03) (hash(x)=82436789)
|
| 125 |
+
1010 train 4.964676 (lr=1.4827e-03) (hash(x)=63022149)
|
| 126 |
+
1020 train 4.960149 (lr=1.4797e-03) (hash(x)=83501199)
|
| 127 |
+
1030 train 4.999383 (lr=1.4767e-03) (hash(x)=77093326)
|
| 128 |
+
1040 train 4.839481 (lr=1.4736e-03) (hash(x)=73437559)
|
| 129 |
+
1050 train 4.971480 (lr=1.4704e-03) (hash(x)=84550388)
|
| 130 |
+
1060 train 5.104366 (lr=1.4673e-03) (hash(x)=86184566)
|
| 131 |
+
1070 train 4.972236 (lr=1.4641e-03) (hash(x)=85644922)
|
| 132 |
+
1080 train 4.952349 (lr=1.4609e-03) (hash(x)=86179801)
|
| 133 |
+
1090 train 4.906353 (lr=1.4576e-03) (hash(x)=82868303)
|
| 134 |
+
1100 val loss 5.1277
|
| 135 |
+
1100 val perplexity 168.6351
|
| 136 |
+
1100 train 5.145108 (lr=1.4543e-03) (hash(x)=96780388)
|
| 137 |
+
1110 train 4.999079 (lr=1.4510e-03) (hash(x)=87223122)
|
| 138 |
+
1120 train 4.976474 (lr=1.4476e-03) (hash(x)=77292786)
|
| 139 |
+
1130 train 4.942958 (lr=1.4443e-03) (hash(x)=88761375)
|
| 140 |
+
1140 train 4.888082 (lr=1.4408e-03) (hash(x)=80956468)
|
| 141 |
+
1150 train 4.999834 (lr=1.4374e-03) (hash(x)=84725462)
|
| 142 |
+
1160 train 4.976130 (lr=1.4339e-03) (hash(x)=76098113)
|
| 143 |
+
1170 train 5.036952 (lr=1.4304e-03) (hash(x)=84387685)
|
| 144 |
+
1180 train 4.934584 (lr=1.4268e-03) (hash(x)=76120321)
|
| 145 |
+
1190 train 4.858549 (lr=1.4232e-03) (hash(x)=85974065)
|
| 146 |
+
1200 val loss 4.8897
|
| 147 |
+
1200 val perplexity 132.9076
|
| 148 |
+
1200 train 4.764554 (lr=1.4196e-03) (hash(x)=79340644)
|
| 149 |
+
1210 train 4.864171 (lr=1.4160e-03) (hash(x)=88345025)
|
| 150 |
+
1220 train 4.852883 (lr=1.4123e-03) (hash(x)=86406230)
|
| 151 |
+
1230 train 4.818523 (lr=1.4086e-03) (hash(x)=80608975)
|
| 152 |
+
1240 train 4.856926 (lr=1.4049e-03) (hash(x)=81635225)
|
| 153 |
+
1250 train 4.656309 (lr=1.4011e-03) (hash(x)=82126376)
|
| 154 |
+
1260 train 4.806645 (lr=1.3973e-03) (hash(x)=83737972)
|
| 155 |
+
1270 train 4.830136 (lr=1.3935e-03) (hash(x)=81132345)
|
| 156 |
+
1280 train 4.853323 (lr=1.3896e-03) (hash(x)=85850404)
|
| 157 |
+
1290 train 4.929839 (lr=1.3857e-03) (hash(x)=83490640)
|
| 158 |
+
1300 val loss 4.9413
|
| 159 |
+
1300 val perplexity 139.9499
|
| 160 |
+
1300 train 4.902924 (lr=1.3818e-03) (hash(x)=77545187)
|
| 161 |
+
1310 train 4.910340 (lr=1.3778e-03) (hash(x)=86412685)
|
| 162 |
+
1320 train 4.768957 (lr=1.3739e-03) (hash(x)=86429640)
|
| 163 |
+
1330 train 4.979923 (lr=1.3699e-03) (hash(x)=79645281)
|
| 164 |
+
1340 train 4.924356 (lr=1.3658e-03) (hash(x)=82668541)
|
| 165 |
+
1350 train 4.724071 (lr=1.3618e-03) (hash(x)=73627248)
|
| 166 |
+
1360 train 4.803435 (lr=1.3577e-03) (hash(x)=74845133)
|
| 167 |
+
1370 train 4.742704 (lr=1.3536e-03) (hash(x)=77850497)
|
| 168 |
+
1380 train 4.846462 (lr=1.3494e-03) (hash(x)=76143954)
|
| 169 |
+
1390 train 4.817306 (lr=1.3453e-03) (hash(x)=80675544)
|
| 170 |
+
1400 val loss 4.9686
|
| 171 |
+
1400 val perplexity 143.8291
|
| 172 |
+
1400 train 4.891697 (lr=1.3411e-03) (hash(x)=76010938)
|
| 173 |
+
1410 train 4.925680 (lr=1.3368e-03) (hash(x)=81260300)
|
| 174 |
+
1420 train 5.089675 (lr=1.3326e-03) (hash(x)=83803629)
|
| 175 |
+
1430 train 4.920062 (lr=1.3283e-03) (hash(x)=83840110)
|
| 176 |
+
1440 train 5.129083 (lr=1.3240e-03) (hash(x)=97711831)
|
| 177 |
+
1450 train 5.126706 (lr=1.3197e-03) (hash(x)=81110139)
|
| 178 |
+
1460 train 5.085930 (lr=1.3153e-03) (hash(x)=90942839)
|
| 179 |
+
1470 train 5.244080 (lr=1.3109e-03) (hash(x)=80721564)
|
| 180 |
+
1480 train 5.259272 (lr=1.3065e-03) (hash(x)=77852059)
|
| 181 |
+
1490 train 5.143749 (lr=1.3021e-03) (hash(x)=80011365)
|
| 182 |
+
1500 val loss 5.0854
|
| 183 |
+
1500 val perplexity 161.6505
|
| 184 |
+
1500 train 5.062841 (lr=1.2976e-03) (hash(x)=84496142)
|
| 185 |
+
1510 train 4.976560 (lr=1.2932e-03) (hash(x)=70186729)
|
| 186 |
+
1520 train 4.965950 (lr=1.2887e-03) (hash(x)=74854227)
|
| 187 |
+
1530 train 4.917572 (lr=1.2841e-03) (hash(x)=77468161)
|
| 188 |
+
1540 train 5.089735 (lr=1.2796e-03) (hash(x)=87853059)
|
| 189 |
+
1550 train 4.964570 (lr=1.2750e-03) (hash(x)=71225436)
|
| 190 |
+
1560 train 5.227436 (lr=1.2704e-03) (hash(x)=84072783)
|
| 191 |
+
1570 train 5.272835 (lr=1.2658e-03) (hash(x)=72723098)
|
| 192 |
+
1580 train 5.195763 (lr=1.2612e-03) (hash(x)=90409866)
|
| 193 |
+
1590 train 5.448853 (lr=1.2565e-03) (hash(x)=87481378)
|
| 194 |
+
1600 val loss 5.2051
|
| 195 |
+
1600 val perplexity 182.2057
|
| 196 |
+
1600 train 5.248561 (lr=1.2518e-03) (hash(x)=77643862)
|
| 197 |
+
1610 train 5.362939 (lr=1.2471e-03) (hash(x)=88862575)
|
| 198 |
+
1620 train 5.495556 (lr=1.2424e-03) (hash(x)=84612581)
|
| 199 |
+
1630 train 5.236500 (lr=1.2376e-03) (hash(x)=87075989)
|
| 200 |
+
1640 train 5.054854 (lr=1.2329e-03) (hash(x)=88277361)
|
| 201 |
+
1650 train 5.103882 (lr=1.2281e-03) (hash(x)=78750236)
|
| 202 |
+
1660 train 5.009445 (lr=1.2233e-03) (hash(x)=82604581)
|
| 203 |
+
1670 train 4.902416 (lr=1.2184e-03) (hash(x)=68482265)
|
| 204 |
+
1680 train 4.951748 (lr=1.2136e-03) (hash(x)=75088835)
|
| 205 |
+
1690 train 4.847054 (lr=1.2087e-03) (hash(x)=66060989)
|
| 206 |
+
1700 val loss 5.0148
|
| 207 |
+
1700 val perplexity 150.6326
|
| 208 |
+
1700 train 5.003978 (lr=1.2038e-03) (hash(x)=79986754)
|
| 209 |
+
1710 train 4.999313 (lr=1.1989e-03) (hash(x)=83657930)
|
| 210 |
+
1720 train 4.953660 (lr=1.1940e-03) (hash(x)=81754135)
|
| 211 |
+
1730 train 4.977748 (lr=1.1890e-03) (hash(x)=78904427)
|
| 212 |
+
1740 train 5.002439 (lr=1.1841e-03) (hash(x)=85920177)
|
| 213 |
+
1750 train 5.095030 (lr=1.1791e-03) (hash(x)=86573211)
|
| 214 |
+
1760 train 4.953336 (lr=1.1741e-03) (hash(x)=81737128)
|
| 215 |
+
1770 train 4.917145 (lr=1.1691e-03) (hash(x)=77400968)
|
| 216 |
+
1780 train 4.988267 (lr=1.1641e-03) (hash(x)=73545497)
|
| 217 |
+
1790 train 5.172650 (lr=1.1590e-03) (hash(x)=71641943)
|
| 218 |
+
1800 val loss 4.9545
|
| 219 |
+
1800 val perplexity 141.8129
|
| 220 |
+
1800 train 4.987381 (lr=1.1539e-03) (hash(x)=87819781)
|
| 221 |
+
1810 train 4.896414 (lr=1.1489e-03) (hash(x)=86870770)
|
| 222 |
+
1820 train 4.849457 (lr=1.1438e-03) (hash(x)=82522211)
|
| 223 |
+
1830 train 5.021136 (lr=1.1387e-03) (hash(x)=61947437)
|
| 224 |
+
1840 train 4.912839 (lr=1.1335e-03) (hash(x)=79865406)
|
| 225 |
+
1850 train 4.788253 (lr=1.1284e-03) (hash(x)=79828721)
|
| 226 |
+
1860 train 4.926324 (lr=1.1232e-03) (hash(x)=80869571)
|
| 227 |
+
1870 train 4.916054 (lr=1.1181e-03) (hash(x)=73780971)
|
| 228 |
+
1880 train 4.866315 (lr=1.1129e-03) (hash(x)=79249549)
|
| 229 |
+
1890 train 4.914686 (lr=1.1077e-03) (hash(x)=81041904)
|
| 230 |
+
1900 val loss 5.0041
|
| 231 |
+
1900 val perplexity 149.0259
|
| 232 |
+
1900 train 5.132901 (lr=1.1025e-03) (hash(x)=82456430)
|
| 233 |
+
1910 train 4.823038 (lr=1.0973e-03) (hash(x)=82222135)
|
| 234 |
+
1920 train 4.826719 (lr=1.0920e-03) (hash(x)=70033249)
|
| 235 |
+
1930 train 4.874485 (lr=1.0868e-03) (hash(x)=72887360)
|
| 236 |
+
1940 train 4.905589 (lr=1.0815e-03) (hash(x)=83251100)
|
| 237 |
+
1950 train 4.941963 (lr=1.0763e-03) (hash(x)=79660266)
|
| 238 |
+
1960 train 4.838334 (lr=1.0710e-03) (hash(x)=78919068)
|
| 239 |
+
1970 train 4.945966 (lr=1.0657e-03) (hash(x)=94690431)
|
| 240 |
+
1980 train 4.835110 (lr=1.0604e-03) (hash(x)=88153756)
|
| 241 |
+
1990 train 4.854059 (lr=1.0551e-03) (hash(x)=77195688)
|
| 242 |
+
2000 val loss 4.9645
|
| 243 |
+
2000 val perplexity 143.2416
|
| 244 |
+
2000 train 4.949703 (lr=1.0497e-03) (hash(x)=81308591)
|
| 245 |
+
2010 train 5.138031 (lr=1.0444e-03) (hash(x)=80205479)
|
| 246 |
+
2020 train 4.984600 (lr=1.0391e-03) (hash(x)=81008704)
|
| 247 |
+
2030 train 5.063983 (lr=1.0337e-03) (hash(x)=82914358)
|
| 248 |
+
2040 train 4.998124 (lr=1.0284e-03) (hash(x)=88064399)
|
| 249 |
+
2050 train 4.994970 (lr=1.0230e-03) (hash(x)=82889390)
|
| 250 |
+
2060 train 4.974585 (lr=1.0176e-03) (hash(x)=80913554)
|
| 251 |
+
2070 train 4.861185 (lr=1.0122e-03) (hash(x)=78121791)
|
| 252 |
+
2080 train 5.049816 (lr=1.0068e-03) (hash(x)=75356657)
|
| 253 |
+
2090 train 4.819481 (lr=1.0014e-03) (hash(x)=74048412)
|
| 254 |
+
2100 val loss 4.9400
|
| 255 |
+
2100 val perplexity 139.7712
|
| 256 |
+
2100 train 4.770241 (lr=9.9602e-04) (hash(x)=68928225)
|
| 257 |
+
2110 train 4.802988 (lr=9.9060e-04) (hash(x)=93734745)
|
| 258 |
+
2120 train 4.866114 (lr=9.8518e-04) (hash(x)=72878164)
|
| 259 |
+
2130 train 5.008235 (lr=9.7975e-04) (hash(x)=71508226)
|
| 260 |
+
2140 train 4.899097 (lr=9.7432e-04) (hash(x)=84168671)
|
| 261 |
+
2150 train 4.843262 (lr=9.6888e-04) (hash(x)=74673639)
|
| 262 |
+
2160 train 4.998524 (lr=9.6344e-04) (hash(x)=75470031)
|
| 263 |
+
2170 train 4.979599 (lr=9.5799e-04) (hash(x)=74307890)
|
| 264 |
+
2180 train 5.014943 (lr=9.5253e-04) (hash(x)=77214245)
|
| 265 |
+
2190 train 4.856992 (lr=9.4708e-04) (hash(x)=88628359)
|
| 266 |
+
2200 val loss 5.0871
|
| 267 |
+
2200 val perplexity 161.9215
|
| 268 |
+
2200 train 4.994662 (lr=9.4161e-04) (hash(x)=74779126)
|
| 269 |
+
2210 train 4.982049 (lr=9.3615e-04) (hash(x)=79817976)
|
| 270 |
+
2220 train 4.853894 (lr=9.3068e-04) (hash(x)=75258996)
|
| 271 |
+
2230 train 4.870675 (lr=9.2521e-04) (hash(x)=88164047)
|
| 272 |
+
2240 train 4.870108 (lr=9.1974e-04) (hash(x)=78580686)
|
| 273 |
+
2250 train 4.916204 (lr=9.1426e-04) (hash(x)=76510617)
|
| 274 |
+
2260 train 4.909360 (lr=9.0878e-04) (hash(x)=76043966)
|
| 275 |
+
2270 train 4.868372 (lr=9.0330e-04) (hash(x)=73062098)
|
| 276 |
+
2280 train 5.070706 (lr=8.9782e-04) (hash(x)=81885909)
|
| 277 |
+
2290 train 4.994043 (lr=8.9234e-04) (hash(x)=81481741)
|
| 278 |
+
2300 val loss 5.0012
|
| 279 |
+
2300 val perplexity 148.5848
|
| 280 |
+
2300 train 4.925090 (lr=8.8685e-04) (hash(x)=82104275)
|
| 281 |
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2310 train 4.976020 (lr=8.8137e-04) (hash(x)=82137309)
|
| 282 |
+
2320 train 5.011151 (lr=8.7589e-04) (hash(x)=86741167)
|
| 283 |
+
2330 train 5.017084 (lr=8.7040e-04) (hash(x)=84796263)
|
| 284 |
+
2340 train 4.915669 (lr=8.6492e-04) (hash(x)=169966529)
|
| 285 |
+
2350 train 4.765397 (lr=8.5944e-04) (hash(x)=80006061)
|
| 286 |
+
2360 train 4.905653 (lr=8.5396e-04) (hash(x)=71090999)
|
| 287 |
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2370 train 5.001131 (lr=8.4848e-04) (hash(x)=86641850)
|
| 288 |
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2380 train 4.904800 (lr=8.4300e-04) (hash(x)=84573253)
|
| 289 |
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2390 train 5.014882 (lr=8.3753e-04) (hash(x)=74483764)
|
| 290 |
+
2400 val loss 5.0810
|
| 291 |
+
2400 val perplexity 160.9333
|
| 292 |
+
2400 train 5.002321 (lr=8.3205e-04) (hash(x)=78327659)
|
| 293 |
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2410 train 5.038434 (lr=8.2658e-04) (hash(x)=77273627)
|
| 294 |
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2420 train 4.921847 (lr=8.2112e-04) (hash(x)=76938049)
|
| 295 |
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2430 train 5.038579 (lr=8.1565e-04) (hash(x)=98449442)
|
| 296 |
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2440 train 4.883294 (lr=8.1020e-04) (hash(x)=78157797)
|
| 297 |
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2450 train 5.032661 (lr=8.0474e-04) (hash(x)=80637582)
|
| 298 |
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2460 train 5.121312 (lr=7.9929e-04) (hash(x)=80023854)
|
| 299 |
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2470 train 5.132766 (lr=7.9384e-04) (hash(x)=86678884)
|
| 300 |
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2480 train 5.308314 (lr=7.8840e-04) (hash(x)=84086469)
|
| 301 |
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2490 train 5.312792 (lr=7.8296e-04) (hash(x)=83131141)
|
| 302 |
+
2500 val loss 5.2412
|
| 303 |
+
2500 val perplexity 188.8961
|
| 304 |
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2500 train 5.226176 (lr=7.7753e-04) (hash(x)=82583497)
|
| 305 |
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2510 train 5.240191 (lr=7.7211e-04) (hash(x)=79164326)
|
| 306 |
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2520 train 5.102191 (lr=7.6669e-04) (hash(x)=76456503)
|
| 307 |
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2530 train 5.142907 (lr=7.6128e-04) (hash(x)=82001228)
|
| 308 |
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2540 train 5.238275 (lr=7.5587e-04) (hash(x)=75615595)
|
| 309 |
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2550 train 5.243271 (lr=7.5048e-04) (hash(x)=78397869)
|
| 310 |
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2560 train 5.119880 (lr=7.4509e-04) (hash(x)=75547032)
|
| 311 |
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2570 train 5.095049 (lr=7.3970e-04) (hash(x)=89201025)
|
| 312 |
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2580 train 5.045280 (lr=7.3433e-04) (hash(x)=89856704)
|
| 313 |
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2590 train 5.037935 (lr=7.2896e-04) (hash(x)=82175682)
|
| 314 |
+
2600 val loss 5.1597
|
| 315 |
+
2600 val perplexity 174.1126
|
| 316 |
+
2600 train 5.048204 (lr=7.2361e-04) (hash(x)=78312826)
|
| 317 |
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2610 train 5.067132 (lr=7.1826e-04) (hash(x)=77066588)
|
| 318 |
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2620 train 4.977514 (lr=7.1292e-04) (hash(x)=78666061)
|
| 319 |
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2630 train 4.965766 (lr=7.0759e-04) (hash(x)=93762143)
|
| 320 |
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2640 train 4.940514 (lr=7.0227e-04) (hash(x)=83191587)
|
| 321 |
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2650 train 4.924569 (lr=6.9696e-04) (hash(x)=87169585)
|
| 322 |
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2660 train 5.178645 (lr=6.9166e-04) (hash(x)=86426388)
|
| 323 |
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2670 train 5.249987 (lr=6.8638e-04) (hash(x)=76692638)
|
| 324 |
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2680 train 5.177525 (lr=6.8110e-04) (hash(x)=77446063)
|
| 325 |
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2690 train 5.251211 (lr=6.7584e-04) (hash(x)=79809050)
|
| 326 |
+
2700 val loss 5.2251
|
| 327 |
+
2700 val perplexity 185.8853
|
| 328 |
+
2700 train 5.121318 (lr=6.7059e-04) (hash(x)=83116823)
|
| 329 |
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2710 train 5.212320 (lr=6.6534e-04) (hash(x)=75622148)
|
| 330 |
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2720 train 5.092994 (lr=6.6012e-04) (hash(x)=80690512)
|
| 331 |
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2730 train 5.165248 (lr=6.5490e-04) (hash(x)=78009984)
|
| 332 |
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2740 train 5.108691 (lr=6.4970e-04) (hash(x)=74205488)
|
| 333 |
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2750 train 5.072241 (lr=6.4451e-04) (hash(x)=91013332)
|
| 334 |
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2760 train 5.026791 (lr=6.3934e-04) (hash(x)=76954961)
|
| 335 |
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2770 train 5.037196 (lr=6.3417e-04) (hash(x)=79390317)
|
| 336 |
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2780 train 4.858578 (lr=6.2903e-04) (hash(x)=70168783)
|
| 337 |
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2790 train 5.030842 (lr=6.2390e-04) (hash(x)=76028417)
|
| 338 |
+
2800 val loss 5.1289
|
| 339 |
+
2800 val perplexity 168.8340
|
| 340 |
+
2800 train 4.917107 (lr=6.1878e-04) (hash(x)=77656050)
|
| 341 |
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2810 train 4.991508 (lr=6.1368e-04) (hash(x)=94248216)
|
| 342 |
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2820 train 5.043240 (lr=6.0859e-04) (hash(x)=78305078)
|
| 343 |
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2830 train 4.993572 (lr=6.0352e-04) (hash(x)=79948848)
|
| 344 |
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2840 train 4.946194 (lr=5.9846e-04) (hash(x)=85341024)
|
| 345 |
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2850 train 5.175757 (lr=5.9342e-04) (hash(x)=78735170)
|
| 346 |
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2860 train 5.416435 (lr=5.8840e-04) (hash(x)=71616419)
|
| 347 |
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2870 train 5.227557 (lr=5.8340e-04) (hash(x)=78656517)
|
| 348 |
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2880 train 5.193727 (lr=5.7841e-04) (hash(x)=80073987)
|
| 349 |
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2890 train 5.086908 (lr=5.7344e-04) (hash(x)=76894809)
|
| 350 |
+
2900 val loss 5.1505
|
| 351 |
+
2900 val perplexity 172.5213
|
| 352 |
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2900 train 5.081022 (lr=5.6849e-04) (hash(x)=80499838)
|
| 353 |
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2910 train 5.065008 (lr=5.6355e-04) (hash(x)=72673354)
|
| 354 |
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2920 train 5.023953 (lr=5.5864e-04) (hash(x)=84265768)
|
| 355 |
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2930 train 5.059848 (lr=5.5374e-04) (hash(x)=79612060)
|
| 356 |
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2940 train 4.919847 (lr=5.4886e-04) (hash(x)=74970087)
|
| 357 |
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2950 train 5.094071 (lr=5.4400e-04) (hash(x)=84166818)
|
| 358 |
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2960 train 5.084225 (lr=5.3916e-04) (hash(x)=89410221)
|
| 359 |
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2970 train 5.117095 (lr=5.3434e-04) (hash(x)=75672566)
|
| 360 |
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2980 train 4.959161 (lr=5.2954e-04) (hash(x)=81760314)
|
| 361 |
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2990 train 5.048182 (lr=5.2476e-04) (hash(x)=80605200)
|
| 362 |
+
3000 val loss 5.2789
|
| 363 |
+
3000 val perplexity 196.1458
|
| 364 |
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3000 train 5.095525 (lr=5.2000e-04) (hash(x)=83804735)
|
| 365 |
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3010 train 4.888479 (lr=5.1526e-04) (hash(x)=77015303)
|
| 366 |
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3020 train 4.970644 (lr=5.1054e-04) (hash(x)=81464523)
|
| 367 |
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3030 train 5.138883 (lr=5.0585e-04) (hash(x)=80168230)
|
| 368 |
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3040 train 5.052806 (lr=5.0117e-04) (hash(x)=84817006)
|
| 369 |
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3050 train 5.078069 (lr=4.9652e-04) (hash(x)=71601811)
|
| 370 |
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3060 train 4.996464 (lr=4.9189e-04) (hash(x)=85499733)
|
| 371 |
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3070 train 5.083865 (lr=4.8729e-04) (hash(x)=78670408)
|
| 372 |
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3080 train 5.007542 (lr=4.8270e-04) (hash(x)=77120468)
|
| 373 |
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3090 train 5.072447 (lr=4.7814e-04) (hash(x)=77927426)
|
| 374 |
+
3100 val loss 5.0787
|
| 375 |
+
3100 val perplexity 160.5659
|
| 376 |
+
3100 train 5.052860 (lr=4.7360e-04) (hash(x)=83998606)
|
| 377 |
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3110 train 4.938472 (lr=4.6909e-04) (hash(x)=77990218)
|
| 378 |
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3120 train 4.964771 (lr=4.6460e-04) (hash(x)=81623970)
|
| 379 |
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3130 train 4.929324 (lr=4.6013e-04) (hash(x)=75014781)
|
| 380 |
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3140 train 4.946321 (lr=4.5569e-04) (hash(x)=72591250)
|
| 381 |
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3150 train 5.020030 (lr=4.5127e-04) (hash(x)=81421847)
|
| 382 |
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3160 train 4.985006 (lr=4.4688e-04) (hash(x)=75112631)
|
| 383 |
+
3170 train 5.136054 (lr=4.4251e-04) (hash(x)=87518033)
|
| 384 |
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3180 train 4.958146 (lr=4.3817e-04) (hash(x)=78648348)
|
| 385 |
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3190 train 5.047131 (lr=4.3385e-04) (hash(x)=78270029)
|
| 386 |
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3200 val loss 5.1084
|
| 387 |
+
3200 val perplexity 165.4026
|
| 388 |
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3200 train 5.195908 (lr=4.2956e-04) (hash(x)=83380714)
|
| 389 |
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3210 train 5.260527 (lr=4.2529e-04) (hash(x)=67804991)
|
| 390 |
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3220 train 5.077404 (lr=4.2105e-04) (hash(x)=76968804)
|
| 391 |
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3230 train 5.064898 (lr=4.1684e-04) (hash(x)=75798670)
|
| 392 |
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3240 train 5.108447 (lr=4.1266e-04) (hash(x)=83192811)
|
| 393 |
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3250 train 5.024596 (lr=4.0850e-04) (hash(x)=81659789)
|
| 394 |
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3260 train 5.032725 (lr=4.0437e-04) (hash(x)=80622502)
|
| 395 |
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3270 train 5.080941 (lr=4.0027e-04) (hash(x)=85436511)
|
| 396 |
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3280 train 4.964487 (lr=3.9619e-04) (hash(x)=80589180)
|
| 397 |
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3290 train 5.120704 (lr=3.9214e-04) (hash(x)=85747193)
|
| 398 |
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3300 val loss 5.1377
|
| 399 |
+
3300 val perplexity 170.3293
|
| 400 |
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3300 train 5.039641 (lr=3.8813e-04) (hash(x)=74635692)
|
| 401 |
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3310 train 5.037121 (lr=3.8414e-04) (hash(x)=82045455)
|
| 402 |
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3320 train 4.919912 (lr=3.8017e-04) (hash(x)=73249173)
|
| 403 |
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3330 train 4.857579 (lr=3.7624e-04) (hash(x)=71492338)
|
| 404 |
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3340 train 5.128398 (lr=3.7234e-04) (hash(x)=76374071)
|
| 405 |
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3350 train 5.116617 (lr=3.6847e-04) (hash(x)=80474064)
|
| 406 |
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3360 train 5.052750 (lr=3.6462e-04) (hash(x)=84390892)
|
| 407 |
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3370 train 5.155038 (lr=3.6081e-04) (hash(x)=83399949)
|
| 408 |
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3380 train 5.177409 (lr=3.5702e-04) (hash(x)=77648059)
|
| 409 |
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3390 train 5.149597 (lr=3.5327e-04) (hash(x)=80152701)
|
| 410 |
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3400 val loss 5.1255
|
| 411 |
+
3400 val perplexity 168.2625
|
| 412 |
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3400 train 5.167397 (lr=3.4955e-04) (hash(x)=81952545)
|
| 413 |
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3410 train 5.134211 (lr=3.4585e-04) (hash(x)=80908993)
|
| 414 |
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3420 train 5.155999 (lr=3.4219e-04) (hash(x)=79610037)
|
| 415 |
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3430 train 5.113538 (lr=3.3856e-04) (hash(x)=87624382)
|
| 416 |
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3440 train 5.099593 (lr=3.3496e-04) (hash(x)=82336381)
|
| 417 |
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3450 train 5.080705 (lr=3.3140e-04) (hash(x)=87687835)
|
| 418 |
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3460 train 5.098285 (lr=3.2786e-04) (hash(x)=76376135)
|
| 419 |
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3470 train 4.995934 (lr=3.2436e-04) (hash(x)=79331391)
|
| 420 |
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3480 train 4.951308 (lr=3.2089e-04) (hash(x)=107002681)
|
| 421 |
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3490 train 4.996736 (lr=3.1745e-04) (hash(x)=77465514)
|
| 422 |
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3500 val loss 5.1570
|
| 423 |
+
3500 val perplexity 173.6477
|
| 424 |
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3500 train 5.037126 (lr=3.1404e-04) (hash(x)=88237229)
|
| 425 |
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3510 train 5.088996 (lr=3.1067e-04) (hash(x)=81011739)
|
| 426 |
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3520 train 5.017595 (lr=3.0733e-04) (hash(x)=64643427)
|
| 427 |
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3530 train 5.262295 (lr=3.0402e-04) (hash(x)=78029539)
|
| 428 |
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3540 train 5.235551 (lr=3.0075e-04) (hash(x)=83188968)
|
| 429 |
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3550 train 5.238494 (lr=2.9751e-04) (hash(x)=86104185)
|
| 430 |
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3560 train 5.183664 (lr=2.9430e-04) (hash(x)=81993629)
|
| 431 |
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3570 train 5.103960 (lr=2.9113e-04) (hash(x)=72719368)
|
| 432 |
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3580 train 5.135702 (lr=2.8799e-04) (hash(x)=90091487)
|
| 433 |
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3590 train 4.994220 (lr=2.8489e-04) (hash(x)=77393152)
|
| 434 |
+
3600 val loss 5.0959
|
| 435 |
+
3600 val perplexity 163.3433
|
| 436 |
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3600 train 5.076273 (lr=2.8182e-04) (hash(x)=73103504)
|
| 437 |
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3610 train 5.094037 (lr=2.7878e-04) (hash(x)=84429400)
|
| 438 |
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3620 train 5.155484 (lr=2.7578e-04) (hash(x)=77021795)
|
| 439 |
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3630 train 5.066847 (lr=2.7282e-04) (hash(x)=92830605)
|
| 440 |
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3640 train 5.239064 (lr=2.6989e-04) (hash(x)=78313175)
|
| 441 |
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3650 train 5.033025 (lr=2.6700e-04) (hash(x)=85395549)
|
| 442 |
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3660 train 4.860571 (lr=2.6414e-04) (hash(x)=78114459)
|
| 443 |
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3670 train 4.947598 (lr=2.6132e-04) (hash(x)=74968316)
|
| 444 |
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3680 train 4.878042 (lr=2.5853e-04) (hash(x)=73358737)
|
| 445 |
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3690 train 5.058198 (lr=2.5578e-04) (hash(x)=76399442)
|
| 446 |
+
3700 val loss 5.0955
|
| 447 |
+
3700 val perplexity 163.2838
|
| 448 |
+
3700 train 4.966326 (lr=2.5306e-04) (hash(x)=74039273)
|
| 449 |
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3710 train 5.167697 (lr=2.5038e-04) (hash(x)=79299680)
|
| 450 |
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3720 train 5.077923 (lr=2.4774e-04) (hash(x)=94701498)
|
| 451 |
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3730 train 5.129753 (lr=2.4514e-04) (hash(x)=75352071)
|
| 452 |
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3740 train 5.040686 (lr=2.4257e-04) (hash(x)=77909487)
|
| 453 |
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3750 train 5.087613 (lr=2.4004e-04) (hash(x)=73986730)
|
| 454 |
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3760 train 5.085809 (lr=2.3754e-04) (hash(x)=79325763)
|
| 455 |
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3770 train 5.127954 (lr=2.3509e-04) (hash(x)=72457818)
|
| 456 |
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3780 train 5.273745 (lr=2.3267e-04) (hash(x)=71775590)
|
| 457 |
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3790 train 5.187685 (lr=2.3029e-04) (hash(x)=82638943)
|
| 458 |
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3800 val loss 5.1196
|
| 459 |
+
3800 val perplexity 167.2635
|
| 460 |
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3800 train 5.118042 (lr=2.2794e-04) (hash(x)=79965893)
|
| 461 |
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3810 train 5.013916 (lr=2.2564e-04) (hash(x)=72598235)
|
| 462 |
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3820 train 5.028393 (lr=2.2337e-04) (hash(x)=83113889)
|
| 463 |
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3830 train 5.099103 (lr=2.2114e-04) (hash(x)=74434590)
|
| 464 |
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3840 train 5.043058 (lr=2.1894e-04) (hash(x)=82860348)
|
| 465 |
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3850 train 4.922311 (lr=2.1679e-04) (hash(x)=78067565)
|
| 466 |
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3860 train 4.982595 (lr=2.1468e-04) (hash(x)=82592498)
|
| 467 |
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3870 train 4.939715 (lr=2.1260e-04) (hash(x)=81820733)
|
| 468 |
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3880 train 4.981380 (lr=2.1056e-04) (hash(x)=87709040)
|
| 469 |
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3890 train 5.103719 (lr=2.0856e-04) (hash(x)=70379093)
|
| 470 |
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3900 val loss 5.0707
|
| 471 |
+
3900 val perplexity 159.2844
|
| 472 |
+
3900 train 5.135643 (lr=2.0660e-04) (hash(x)=76597431)
|
| 473 |
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3910 train 5.047150 (lr=2.0468e-04) (hash(x)=90490716)
|
| 474 |
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3920 train 5.100316 (lr=2.0280e-04) (hash(x)=81970659)
|
| 475 |
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3930 train 5.081352 (lr=2.0096e-04) (hash(x)=81496334)
|
| 476 |
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3940 train 5.018997 (lr=1.9915e-04) (hash(x)=75717605)
|
| 477 |
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3950 train 5.046584 (lr=1.9739e-04) (hash(x)=82749357)
|
| 478 |
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3960 train 5.071330 (lr=1.9566e-04) (hash(x)=89355157)
|
| 479 |
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3970 train 4.998615 (lr=1.9398e-04) (hash(x)=78980403)
|
| 480 |
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3980 train 4.989475 (lr=1.9233e-04) (hash(x)=76627217)
|
| 481 |
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3990 train 4.948875 (lr=1.9073e-04) (hash(x)=72412879)
|
| 482 |
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4000 val loss 5.0257
|
| 483 |
+
4000 val perplexity 152.2695
|
| 484 |
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4000 train 4.967622 (lr=1.8917e-04) (hash(x)=83018142)
|
| 485 |
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4010 train 4.973487 (lr=1.8764e-04) (hash(x)=81272436)
|
| 486 |
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4020 train 4.927087 (lr=1.8616e-04) (hash(x)=85497482)
|
| 487 |
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4030 train 5.046237 (lr=1.8471e-04) (hash(x)=85241734)
|
| 488 |
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4040 train 4.995852 (lr=1.8331e-04) (hash(x)=77925307)
|
| 489 |
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4050 train 4.964125 (lr=1.8194e-04) (hash(x)=84826179)
|
| 490 |
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4060 train 5.035626 (lr=1.8062e-04) (hash(x)=83606764)
|
| 491 |
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4070 train 5.033113 (lr=1.7934e-04) (hash(x)=80567590)
|
| 492 |
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4080 train 5.001812 (lr=1.7810e-04) (hash(x)=76860998)
|
| 493 |
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4090 train 5.020388 (lr=1.7689e-04) (hash(x)=74902328)
|
| 494 |
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4100 val loss 5.0432
|
| 495 |
+
4100 val perplexity 154.9714
|
| 496 |
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4100 train 5.058005 (lr=1.7573e-04) (hash(x)=82832041)
|
| 497 |
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4110 train 4.987716 (lr=1.7461e-04) (hash(x)=79143262)
|
| 498 |
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4120 train 4.970866 (lr=1.7354e-04) (hash(x)=77038149)
|
| 499 |
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4130 train 5.171425 (lr=1.7250e-04) (hash(x)=86339074)
|
| 500 |
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4140 train 5.169609 (lr=1.7150e-04) (hash(x)=76686216)
|
| 501 |
+
4150 train 5.001726 (lr=1.7055e-04) (hash(x)=70522682)
|
| 502 |
+
4160 train 4.984271 (lr=1.6963e-04) (hash(x)=90958555)
|
| 503 |
+
4170 train 5.057621 (lr=1.6876e-04) (hash(x)=91463532)
|
| 504 |
+
4180 train 5.011285 (lr=1.6793e-04) (hash(x)=81959329)
|
| 505 |
+
4190 train 4.960071 (lr=1.6713e-04) (hash(x)=83146752)
|
| 506 |
+
4200 val loss 5.0336
|
| 507 |
+
4200 val perplexity 153.4902
|
| 508 |
+
4200 train 4.937669 (lr=1.6639e-04) (hash(x)=78361715)
|
| 509 |
+
4210 train 5.092117 (lr=1.6568e-04) (hash(x)=87364889)
|
| 510 |
+
4220 train 4.888556 (lr=1.6501e-04) (hash(x)=70465156)
|
| 511 |
+
4230 train 5.053319 (lr=1.6439e-04) (hash(x)=84524081)
|
| 512 |
+
4240 train 5.027927 (lr=1.6380e-04) (hash(x)=77824868)
|
| 513 |
+
4250 train 5.128632 (lr=1.6326e-04) (hash(x)=81710711)
|
| 514 |
+
4260 train 5.044909 (lr=1.6276e-04) (hash(x)=76362728)
|
| 515 |
+
4270 train 4.991559 (lr=1.6230e-04) (hash(x)=83115208)
|
| 516 |
+
4280 train 4.903317 (lr=1.6188e-04) (hash(x)=87218314)
|
| 517 |
+
4290 train 5.043246 (lr=1.6151e-04) (hash(x)=74582673)
|
| 518 |
+
4300 val loss 5.0066
|
| 519 |
+
4300 val perplexity 149.3924
|
| 520 |
+
4300 train 4.963599 (lr=1.6117e-04) (hash(x)=77379615)
|
| 521 |
+
4310 train 4.894029 (lr=1.6088e-04) (hash(x)=78669579)
|
| 522 |
+
4320 train 5.032390 (lr=1.6063e-04) (hash(x)=83066608)
|
| 523 |
+
4330 train 5.037401 (lr=1.6042e-04) (hash(x)=83037340)
|
| 524 |
+
4340 train 5.090609 (lr=1.6026e-04) (hash(x)=82849771)
|
| 525 |
+
4350 train 4.978410 (lr=1.6013e-04) (hash(x)=76693985)
|
| 526 |
+
4360 train 5.035444 (lr=1.6005e-04) (hash(x)=77745394)
|
| 527 |
+
4370 train 5.052416 (lr=1.6001e-04) (hash(x)=79954388)
|
| 528 |
+
4374 val loss 5.0415
|
| 529 |
+
4374 val perplexity 154.7094
|
12_head_one_mask_per_head_4_latent_masks/model_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4fe0b756bd75b9b2c2a088f6d1bae431b200b23c8558ae1edb49178d4b688ced
|
| 3 |
+
size 505705586
|
12_head_one_mask_per_head_4_latent_masks/optimizer_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e87929bb257953d567b3f09b309b84b5e1949f7e6a9f1ad8bc79ed7529b5302b
|
| 3 |
+
size 1005133878
|