Upload folder using huggingface_hub
Browse files- 12_mini_head_one_mask_per_head_2_latent_masks/args.json +1 -0
- 12_mini_head_one_mask_per_head_2_latent_masks/dataloader_04374.pt +3 -0
- 12_mini_head_one_mask_per_head_2_latent_masks/log2.txt +529 -0
- 12_mini_head_one_mask_per_head_2_latent_masks/model_04374.pt +3 -0
- 12_mini_head_one_mask_per_head_2_latent_masks/optimizer_04374.pt +3 -0
12_mini_head_one_mask_per_head_2_latent_masks/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "logs/repro_selective_pattern_rankings/12_mini_head_one_mask_per_head_2_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, "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": "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": 2, "mask_layernorm": false, "residual_attention_masks": false, "compute_base_shapes": false, "base_shapes_savefile": null, "mup": true, "disable_selection": false, "mup_enable_coord_check_logging": false, "max_lr": 0.003, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "12_mini_head_one_mask_per_head_2_latent_masks"}
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12_mini_head_one_mask_per_head_2_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_mini_head_one_mask_per_head_2_latent_masks/log2.txt
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| 1 |
+
max_steps: 4375
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| 2 |
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0 val loss 11.3659
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| 3 |
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0 val perplexity 86330.6641
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| 4 |
+
0 train 11.363153 (lr=4.1958e-06) (hash(x)=93356070)
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| 5 |
+
10 train 10.013091 (lr=4.6154e-05) (hash(x)=91253010)
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| 6 |
+
20 train 9.423320 (lr=8.8112e-05) (hash(x)=74934453)
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| 7 |
+
30 train 8.715023 (lr=1.3007e-04) (hash(x)=79278034)
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| 8 |
+
40 train 7.965918 (lr=1.7203e-04) (hash(x)=80107892)
|
| 9 |
+
50 train 7.693707 (lr=2.1399e-04) (hash(x)=70745428)
|
| 10 |
+
60 train 7.730822 (lr=2.5594e-04) (hash(x)=80077589)
|
| 11 |
+
70 train 7.401508 (lr=2.9790e-04) (hash(x)=76213766)
|
| 12 |
+
80 train 7.392203 (lr=3.3986e-04) (hash(x)=83218328)
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| 13 |
+
90 train 7.199254 (lr=3.8182e-04) (hash(x)=74855845)
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| 14 |
+
100 val loss 7.1096
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| 15 |
+
100 val perplexity 1223.6978
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| 16 |
+
100 train 6.935820 (lr=4.2378e-04) (hash(x)=82814902)
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| 17 |
+
110 train 6.895872 (lr=4.6573e-04) (hash(x)=84907741)
|
| 18 |
+
120 train 6.735621 (lr=5.0769e-04) (hash(x)=82613223)
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| 19 |
+
130 train 6.576188 (lr=5.4965e-04) (hash(x)=83540876)
|
| 20 |
+
140 train 6.553418 (lr=5.9161e-04) (hash(x)=75095216)
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| 21 |
+
150 train 6.629178 (lr=6.3357e-04) (hash(x)=97190944)
|
| 22 |
+
160 train 6.563923 (lr=6.7552e-04) (hash(x)=82117809)
|
| 23 |
+
170 train 6.466379 (lr=7.1748e-04) (hash(x)=70514724)
|
| 24 |
+
180 train 6.388269 (lr=7.5944e-04) (hash(x)=81029624)
|
| 25 |
+
190 train 6.312325 (lr=8.0140e-04) (hash(x)=78996841)
|
| 26 |
+
200 val loss 6.2455
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| 27 |
+
200 val perplexity 515.7045
|
| 28 |
+
200 train 6.248024 (lr=8.4336e-04) (hash(x)=79845097)
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| 29 |
+
210 train 6.131942 (lr=8.8531e-04) (hash(x)=78997683)
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| 30 |
+
220 train 6.074793 (lr=9.2727e-04) (hash(x)=74895865)
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| 31 |
+
230 train 6.202275 (lr=9.6923e-04) (hash(x)=80933276)
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| 32 |
+
240 train 5.893450 (lr=1.0112e-03) (hash(x)=77664606)
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| 33 |
+
250 train 5.949124 (lr=1.0531e-03) (hash(x)=75903930)
|
| 34 |
+
260 train 5.844200 (lr=1.0951e-03) (hash(x)=82996853)
|
| 35 |
+
270 train 5.772240 (lr=1.1371e-03) (hash(x)=73269568)
|
| 36 |
+
280 train 5.717357 (lr=1.1790e-03) (hash(x)=82906427)
|
| 37 |
+
290 train 5.631587 (lr=1.2210e-03) (hash(x)=71797895)
|
| 38 |
+
300 val loss 5.7989
|
| 39 |
+
300 val perplexity 329.9510
|
| 40 |
+
300 train 5.507357 (lr=1.2629e-03) (hash(x)=85232249)
|
| 41 |
+
310 train 5.423176 (lr=1.3049e-03) (hash(x)=75252489)
|
| 42 |
+
320 train 5.532951 (lr=1.3469e-03) (hash(x)=74394644)
|
| 43 |
+
330 train 5.619088 (lr=1.3888e-03) (hash(x)=82772910)
|
| 44 |
+
340 train 5.673859 (lr=1.4308e-03) (hash(x)=81627464)
|
| 45 |
+
350 train 5.658875 (lr=1.4727e-03) (hash(x)=84678053)
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| 46 |
+
360 train 5.596962 (lr=1.5147e-03) (hash(x)=81884128)
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| 47 |
+
370 train 5.588271 (lr=1.5566e-03) (hash(x)=76379242)
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| 48 |
+
380 train 5.418244 (lr=1.5986e-03) (hash(x)=98182875)
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| 49 |
+
390 train 5.381743 (lr=1.6406e-03) (hash(x)=79710436)
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| 50 |
+
400 val loss 5.4479
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| 51 |
+
400 val perplexity 232.2749
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| 52 |
+
400 train 5.390588 (lr=1.6825e-03) (hash(x)=79841071)
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| 53 |
+
410 train 5.323060 (lr=1.7245e-03) (hash(x)=75844151)
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| 54 |
+
420 train 5.338935 (lr=1.7664e-03) (hash(x)=73125036)
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| 55 |
+
430 train 5.376195 (lr=1.8084e-03) (hash(x)=84214858)
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| 56 |
+
440 train 5.263537 (lr=1.8503e-03) (hash(x)=80456994)
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| 57 |
+
450 train 5.255774 (lr=1.8923e-03) (hash(x)=76735962)
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| 58 |
+
460 train 5.168859 (lr=1.9343e-03) (hash(x)=81845446)
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| 59 |
+
470 train 4.991121 (lr=1.9762e-03) (hash(x)=76094689)
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| 60 |
+
480 train 5.115737 (lr=2.0182e-03) (hash(x)=83806686)
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| 61 |
+
490 train 4.915439 (lr=2.0601e-03) (hash(x)=84690227)
|
| 62 |
+
500 val loss 5.2853
|
| 63 |
+
500 val perplexity 197.4102
|
| 64 |
+
500 train 5.017721 (lr=2.1021e-03) (hash(x)=71851938)
|
| 65 |
+
510 train 5.126180 (lr=2.1441e-03) (hash(x)=77159346)
|
| 66 |
+
520 train 5.186745 (lr=2.1860e-03) (hash(x)=80755753)
|
| 67 |
+
530 train 5.298073 (lr=2.2280e-03) (hash(x)=75379679)
|
| 68 |
+
540 train 5.208643 (lr=2.2699e-03) (hash(x)=82458619)
|
| 69 |
+
550 train 5.165603 (lr=2.3119e-03) (hash(x)=86366396)
|
| 70 |
+
560 train 5.195346 (lr=2.3538e-03) (hash(x)=85095044)
|
| 71 |
+
570 train 5.157999 (lr=2.3958e-03) (hash(x)=78385159)
|
| 72 |
+
580 train 5.090801 (lr=2.4378e-03) (hash(x)=79342394)
|
| 73 |
+
590 train 5.103038 (lr=2.4797e-03) (hash(x)=70782192)
|
| 74 |
+
600 val loss 5.1178
|
| 75 |
+
600 val perplexity 166.9675
|
| 76 |
+
600 train 5.098504 (lr=2.5217e-03) (hash(x)=76130353)
|
| 77 |
+
610 train 5.033225 (lr=2.5636e-03) (hash(x)=74778440)
|
| 78 |
+
620 train 4.988425 (lr=2.6056e-03) (hash(x)=79129709)
|
| 79 |
+
630 train 4.891123 (lr=2.6476e-03) (hash(x)=76469962)
|
| 80 |
+
640 train 4.895537 (lr=2.6895e-03) (hash(x)=78288049)
|
| 81 |
+
650 train 4.843679 (lr=2.7315e-03) (hash(x)=76641388)
|
| 82 |
+
660 train 4.762887 (lr=2.7734e-03) (hash(x)=75937906)
|
| 83 |
+
670 train 4.766785 (lr=2.8154e-03) (hash(x)=74807157)
|
| 84 |
+
680 train 4.658405 (lr=2.8573e-03) (hash(x)=77490144)
|
| 85 |
+
690 train 4.706557 (lr=2.8993e-03) (hash(x)=72900124)
|
| 86 |
+
700 val loss 4.9813
|
| 87 |
+
700 val perplexity 145.6573
|
| 88 |
+
700 train 4.678289 (lr=2.9413e-03) (hash(x)=73424218)
|
| 89 |
+
710 train 4.964652 (lr=2.9832e-03) (hash(x)=86052345)
|
| 90 |
+
720 train 4.934581 (lr=3.0000e-03) (hash(x)=77462613)
|
| 91 |
+
730 train 4.961696 (lr=2.9999e-03) (hash(x)=79027471)
|
| 92 |
+
740 train 4.898149 (lr=2.9997e-03) (hash(x)=78149992)
|
| 93 |
+
750 train 4.857692 (lr=2.9994e-03) (hash(x)=89147499)
|
| 94 |
+
760 train 4.892724 (lr=2.9990e-03) (hash(x)=74931538)
|
| 95 |
+
770 train 4.837903 (lr=2.9985e-03) (hash(x)=89648204)
|
| 96 |
+
780 train 4.881328 (lr=2.9979e-03) (hash(x)=83708293)
|
| 97 |
+
790 train 4.884783 (lr=2.9972e-03) (hash(x)=84336512)
|
| 98 |
+
800 val loss 4.8560
|
| 99 |
+
800 val perplexity 128.5037
|
| 100 |
+
800 train 4.779699 (lr=2.9964e-03) (hash(x)=75025285)
|
| 101 |
+
810 train 4.704007 (lr=2.9955e-03) (hash(x)=79436536)
|
| 102 |
+
820 train 4.705833 (lr=2.9945e-03) (hash(x)=90467390)
|
| 103 |
+
830 train 4.746853 (lr=2.9934e-03) (hash(x)=77292020)
|
| 104 |
+
840 train 4.672173 (lr=2.9922e-03) (hash(x)=75568927)
|
| 105 |
+
850 train 4.705040 (lr=2.9909e-03) (hash(x)=79671781)
|
| 106 |
+
860 train 4.796834 (lr=2.9896e-03) (hash(x)=84280943)
|
| 107 |
+
870 train 4.792923 (lr=2.9881e-03) (hash(x)=80901294)
|
| 108 |
+
880 train 4.903978 (lr=2.9865e-03) (hash(x)=81437584)
|
| 109 |
+
890 train 4.764348 (lr=2.9848e-03) (hash(x)=73893778)
|
| 110 |
+
900 val loss 4.7731
|
| 111 |
+
900 val perplexity 118.2831
|
| 112 |
+
900 train 4.714330 (lr=2.9830e-03) (hash(x)=74987794)
|
| 113 |
+
910 train 4.735572 (lr=2.9811e-03) (hash(x)=93721374)
|
| 114 |
+
920 train 4.715178 (lr=2.9792e-03) (hash(x)=79149678)
|
| 115 |
+
930 train 4.683171 (lr=2.9771e-03) (hash(x)=83179387)
|
| 116 |
+
940 train 4.680750 (lr=2.9749e-03) (hash(x)=89009978)
|
| 117 |
+
950 train 4.676964 (lr=2.9726e-03) (hash(x)=76483735)
|
| 118 |
+
960 train 4.608345 (lr=2.9703e-03) (hash(x)=78638850)
|
| 119 |
+
970 train 4.655012 (lr=2.9678e-03) (hash(x)=90415206)
|
| 120 |
+
980 train 4.586108 (lr=2.9652e-03) (hash(x)=90819195)
|
| 121 |
+
990 train 4.716780 (lr=2.9626e-03) (hash(x)=85938852)
|
| 122 |
+
1000 val loss 4.7132
|
| 123 |
+
1000 val perplexity 111.4106
|
| 124 |
+
1000 train 4.762635 (lr=2.9598e-03) (hash(x)=82436789)
|
| 125 |
+
1010 train 4.823813 (lr=2.9570e-03) (hash(x)=63022149)
|
| 126 |
+
1020 train 4.741274 (lr=2.9540e-03) (hash(x)=83501199)
|
| 127 |
+
1030 train 4.723524 (lr=2.9510e-03) (hash(x)=77093326)
|
| 128 |
+
1040 train 4.598516 (lr=2.9478e-03) (hash(x)=73437559)
|
| 129 |
+
1050 train 4.684098 (lr=2.9446e-03) (hash(x)=84550388)
|
| 130 |
+
1060 train 4.692130 (lr=2.9412e-03) (hash(x)=86184566)
|
| 131 |
+
1070 train 4.683831 (lr=2.9378e-03) (hash(x)=85644922)
|
| 132 |
+
1080 train 4.625086 (lr=2.9343e-03) (hash(x)=86179801)
|
| 133 |
+
1090 train 4.605291 (lr=2.9307e-03) (hash(x)=82868303)
|
| 134 |
+
1100 val loss 4.6824
|
| 135 |
+
1100 val perplexity 108.0338
|
| 136 |
+
1100 train 4.701634 (lr=2.9270e-03) (hash(x)=96780388)
|
| 137 |
+
1110 train 4.645645 (lr=2.9231e-03) (hash(x)=87223122)
|
| 138 |
+
1120 train 4.625506 (lr=2.9192e-03) (hash(x)=77292786)
|
| 139 |
+
1130 train 4.634118 (lr=2.9152e-03) (hash(x)=88761375)
|
| 140 |
+
1140 train 4.564724 (lr=2.9112e-03) (hash(x)=80956468)
|
| 141 |
+
1150 train 4.730930 (lr=2.9070e-03) (hash(x)=84725462)
|
| 142 |
+
1160 train 4.706336 (lr=2.9027e-03) (hash(x)=76098113)
|
| 143 |
+
1170 train 4.698936 (lr=2.8983e-03) (hash(x)=84387685)
|
| 144 |
+
1180 train 4.648989 (lr=2.8939e-03) (hash(x)=76120321)
|
| 145 |
+
1190 train 4.616181 (lr=2.8893e-03) (hash(x)=85974065)
|
| 146 |
+
1200 val loss 4.6368
|
| 147 |
+
1200 val perplexity 103.2123
|
| 148 |
+
1200 train 4.522048 (lr=2.8847e-03) (hash(x)=79340644)
|
| 149 |
+
1210 train 4.612946 (lr=2.8800e-03) (hash(x)=88345025)
|
| 150 |
+
1220 train 4.528463 (lr=2.8751e-03) (hash(x)=86406230)
|
| 151 |
+
1230 train 4.524964 (lr=2.8702e-03) (hash(x)=80608975)
|
| 152 |
+
1240 train 4.581098 (lr=2.8652e-03) (hash(x)=81635225)
|
| 153 |
+
1250 train 4.426551 (lr=2.8601e-03) (hash(x)=82126376)
|
| 154 |
+
1260 train 4.621083 (lr=2.8550e-03) (hash(x)=83737972)
|
| 155 |
+
1270 train 4.572533 (lr=2.8497e-03) (hash(x)=81132345)
|
| 156 |
+
1280 train 4.641862 (lr=2.8443e-03) (hash(x)=85850404)
|
| 157 |
+
1290 train 4.653112 (lr=2.8389e-03) (hash(x)=83490640)
|
| 158 |
+
1300 val loss 4.6593
|
| 159 |
+
1300 val perplexity 105.5671
|
| 160 |
+
1300 train 4.618431 (lr=2.8333e-03) (hash(x)=77545187)
|
| 161 |
+
1310 train 4.702130 (lr=2.8277e-03) (hash(x)=86412685)
|
| 162 |
+
1320 train 4.602970 (lr=2.8220e-03) (hash(x)=86429640)
|
| 163 |
+
1330 train 4.731450 (lr=2.8162e-03) (hash(x)=79645281)
|
| 164 |
+
1340 train 4.675109 (lr=2.8103e-03) (hash(x)=82668541)
|
| 165 |
+
1350 train 4.526527 (lr=2.8044e-03) (hash(x)=73627248)
|
| 166 |
+
1360 train 4.617420 (lr=2.7983e-03) (hash(x)=74845133)
|
| 167 |
+
1370 train 4.577803 (lr=2.7922e-03) (hash(x)=77850497)
|
| 168 |
+
1380 train 4.626813 (lr=2.7860e-03) (hash(x)=76143954)
|
| 169 |
+
1390 train 4.731259 (lr=2.7797e-03) (hash(x)=80675544)
|
| 170 |
+
1400 val loss 4.9759
|
| 171 |
+
1400 val perplexity 144.8846
|
| 172 |
+
1400 train 4.876949 (lr=2.7733e-03) (hash(x)=76010938)
|
| 173 |
+
1410 train 5.124119 (lr=2.7668e-03) (hash(x)=81260300)
|
| 174 |
+
1420 train 4.934968 (lr=2.7603e-03) (hash(x)=83803629)
|
| 175 |
+
1430 train 4.688141 (lr=2.7536e-03) (hash(x)=83840110)
|
| 176 |
+
1440 train 4.854310 (lr=2.7469e-03) (hash(x)=97711831)
|
| 177 |
+
1450 train 4.704204 (lr=2.7401e-03) (hash(x)=81110139)
|
| 178 |
+
1460 train 4.599365 (lr=2.7333e-03) (hash(x)=90942839)
|
| 179 |
+
1470 train 4.609144 (lr=2.7263e-03) (hash(x)=80721564)
|
| 180 |
+
1480 train 4.726852 (lr=2.7193e-03) (hash(x)=77852059)
|
| 181 |
+
1490 train 4.635478 (lr=2.7121e-03) (hash(x)=80011365)
|
| 182 |
+
1500 val loss 4.6943
|
| 183 |
+
1500 val perplexity 109.3177
|
| 184 |
+
1500 train 4.686028 (lr=2.7050e-03) (hash(x)=84496142)
|
| 185 |
+
1510 train 4.624889 (lr=2.6977e-03) (hash(x)=70186729)
|
| 186 |
+
1520 train 4.659793 (lr=2.6903e-03) (hash(x)=74854227)
|
| 187 |
+
1530 train 4.585227 (lr=2.6829e-03) (hash(x)=77468161)
|
| 188 |
+
1540 train 4.617946 (lr=2.6754e-03) (hash(x)=87853059)
|
| 189 |
+
1550 train 4.549485 (lr=2.6678e-03) (hash(x)=71225436)
|
| 190 |
+
1560 train 4.656009 (lr=2.6602e-03) (hash(x)=84072783)
|
| 191 |
+
1570 train 4.711828 (lr=2.6525e-03) (hash(x)=72723098)
|
| 192 |
+
1580 train 4.729505 (lr=2.6447e-03) (hash(x)=90409866)
|
| 193 |
+
1590 train 4.799409 (lr=2.6368e-03) (hash(x)=87481378)
|
| 194 |
+
1600 val loss 4.7593
|
| 195 |
+
1600 val perplexity 116.6603
|
| 196 |
+
1600 train 4.810132 (lr=2.6289e-03) (hash(x)=77643862)
|
| 197 |
+
1610 train 4.755001 (lr=2.6208e-03) (hash(x)=88862575)
|
| 198 |
+
1620 train 4.725263 (lr=2.6128e-03) (hash(x)=84612581)
|
| 199 |
+
1630 train 4.794370 (lr=2.6046e-03) (hash(x)=87075989)
|
| 200 |
+
1640 train 4.748409 (lr=2.5964e-03) (hash(x)=88277361)
|
| 201 |
+
1650 train 4.923523 (lr=2.5881e-03) (hash(x)=78750236)
|
| 202 |
+
1660 train 4.845545 (lr=2.5797e-03) (hash(x)=82604581)
|
| 203 |
+
1670 train 4.691099 (lr=2.5713e-03) (hash(x)=68482265)
|
| 204 |
+
1680 train 4.800185 (lr=2.5628e-03) (hash(x)=75088835)
|
| 205 |
+
1690 train 4.702255 (lr=2.5542e-03) (hash(x)=66060989)
|
| 206 |
+
1700 val loss 4.9188
|
| 207 |
+
1700 val perplexity 136.8356
|
| 208 |
+
1700 train 4.898268 (lr=2.5455e-03) (hash(x)=79986754)
|
| 209 |
+
1710 train 4.882276 (lr=2.5368e-03) (hash(x)=83657930)
|
| 210 |
+
1720 train 4.845076 (lr=2.5281e-03) (hash(x)=81754135)
|
| 211 |
+
1730 train 4.866030 (lr=2.5192e-03) (hash(x)=78904427)
|
| 212 |
+
1740 train 4.794719 (lr=2.5103e-03) (hash(x)=85920177)
|
| 213 |
+
1750 train 4.822827 (lr=2.5014e-03) (hash(x)=86573211)
|
| 214 |
+
1760 train 4.821011 (lr=2.4924e-03) (hash(x)=81737128)
|
| 215 |
+
1770 train 4.869868 (lr=2.4833e-03) (hash(x)=77400968)
|
| 216 |
+
1780 train 4.865484 (lr=2.4741e-03) (hash(x)=73545497)
|
| 217 |
+
1790 train 5.060204 (lr=2.4649e-03) (hash(x)=71641943)
|
| 218 |
+
1800 val loss 4.8889
|
| 219 |
+
1800 val perplexity 132.8069
|
| 220 |
+
1800 train 4.920150 (lr=2.4556e-03) (hash(x)=87819781)
|
| 221 |
+
1810 train 4.804617 (lr=2.4463e-03) (hash(x)=86870770)
|
| 222 |
+
1820 train 4.864408 (lr=2.4369e-03) (hash(x)=82522211)
|
| 223 |
+
1830 train 4.945258 (lr=2.4275e-03) (hash(x)=61947437)
|
| 224 |
+
1840 train 4.828735 (lr=2.4180e-03) (hash(x)=79865406)
|
| 225 |
+
1850 train 4.792478 (lr=2.4084e-03) (hash(x)=79828721)
|
| 226 |
+
1860 train 4.978987 (lr=2.3988e-03) (hash(x)=80869571)
|
| 227 |
+
1870 train 4.985495 (lr=2.3891e-03) (hash(x)=73780971)
|
| 228 |
+
1880 train 4.915785 (lr=2.3794e-03) (hash(x)=79249549)
|
| 229 |
+
1890 train 4.979390 (lr=2.3696e-03) (hash(x)=81041904)
|
| 230 |
+
1900 val loss 4.9518
|
| 231 |
+
1900 val perplexity 141.4223
|
| 232 |
+
1900 train 5.104355 (lr=2.3598e-03) (hash(x)=82456430)
|
| 233 |
+
1910 train 4.883980 (lr=2.3499e-03) (hash(x)=82222135)
|
| 234 |
+
1920 train 4.873829 (lr=2.3400e-03) (hash(x)=70033249)
|
| 235 |
+
1930 train 4.832704 (lr=2.3300e-03) (hash(x)=72887360)
|
| 236 |
+
1940 train 4.933492 (lr=2.3200e-03) (hash(x)=83251100)
|
| 237 |
+
1950 train 4.996746 (lr=2.3099e-03) (hash(x)=79660266)
|
| 238 |
+
1960 train 4.886958 (lr=2.2998e-03) (hash(x)=78919068)
|
| 239 |
+
1970 train 5.065710 (lr=2.2896e-03) (hash(x)=94690431)
|
| 240 |
+
1980 train 4.874467 (lr=2.2793e-03) (hash(x)=88153756)
|
| 241 |
+
1990 train 4.887143 (lr=2.2691e-03) (hash(x)=77195688)
|
| 242 |
+
2000 val loss 5.0226
|
| 243 |
+
2000 val perplexity 151.8114
|
| 244 |
+
2000 train 4.995455 (lr=2.2588e-03) (hash(x)=81308591)
|
| 245 |
+
2010 train 5.069417 (lr=2.2484e-03) (hash(x)=80205479)
|
| 246 |
+
2020 train 5.018761 (lr=2.2380e-03) (hash(x)=81008704)
|
| 247 |
+
2030 train 5.062140 (lr=2.2275e-03) (hash(x)=82914358)
|
| 248 |
+
2040 train 5.123755 (lr=2.2170e-03) (hash(x)=88064399)
|
| 249 |
+
2050 train 5.132672 (lr=2.2065e-03) (hash(x)=82889390)
|
| 250 |
+
2060 train 5.121619 (lr=2.1959e-03) (hash(x)=80913554)
|
| 251 |
+
2070 train 4.998339 (lr=2.1853e-03) (hash(x)=78121791)
|
| 252 |
+
2080 train 5.129408 (lr=2.1746e-03) (hash(x)=75356657)
|
| 253 |
+
2090 train 4.965641 (lr=2.1639e-03) (hash(x)=74048412)
|
| 254 |
+
2100 val loss 5.1330
|
| 255 |
+
2100 val perplexity 169.5329
|
| 256 |
+
2100 train 4.946670 (lr=2.1532e-03) (hash(x)=68928225)
|
| 257 |
+
2110 train 5.188013 (lr=2.1424e-03) (hash(x)=93734745)
|
| 258 |
+
2120 train 4.997611 (lr=2.1316e-03) (hash(x)=72878164)
|
| 259 |
+
2130 train 5.104119 (lr=2.1208e-03) (hash(x)=71508226)
|
| 260 |
+
2140 train 5.053788 (lr=2.1099e-03) (hash(x)=84168671)
|
| 261 |
+
2150 train 4.994974 (lr=2.0990e-03) (hash(x)=74673639)
|
| 262 |
+
2160 train 5.141304 (lr=2.0881e-03) (hash(x)=75470031)
|
| 263 |
+
2170 train 5.112547 (lr=2.0771e-03) (hash(x)=74307890)
|
| 264 |
+
2180 train 5.162840 (lr=2.0661e-03) (hash(x)=77214245)
|
| 265 |
+
2190 train 5.001040 (lr=2.0550e-03) (hash(x)=88628359)
|
| 266 |
+
2200 val loss 5.1308
|
| 267 |
+
2200 val perplexity 169.1505
|
| 268 |
+
2200 train 5.032531 (lr=2.0440e-03) (hash(x)=74779126)
|
| 269 |
+
2210 train 5.041989 (lr=2.0329e-03) (hash(x)=79817976)
|
| 270 |
+
2220 train 4.981276 (lr=2.0217e-03) (hash(x)=75258996)
|
| 271 |
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2230 train 4.999479 (lr=2.0106e-03) (hash(x)=88164047)
|
| 272 |
+
2240 train 5.016328 (lr=1.9994e-03) (hash(x)=78580686)
|
| 273 |
+
2250 train 5.034290 (lr=1.9882e-03) (hash(x)=76510617)
|
| 274 |
+
2260 train 5.067444 (lr=1.9770e-03) (hash(x)=76043966)
|
| 275 |
+
2270 train 5.101367 (lr=1.9657e-03) (hash(x)=73062098)
|
| 276 |
+
2280 train 5.246082 (lr=1.9544e-03) (hash(x)=81885909)
|
| 277 |
+
2290 train 5.172747 (lr=1.9431e-03) (hash(x)=81481741)
|
| 278 |
+
2300 val loss 5.1714
|
| 279 |
+
2300 val perplexity 176.1574
|
| 280 |
+
2300 train 5.099127 (lr=1.9318e-03) (hash(x)=82104275)
|
| 281 |
+
2310 train 5.220995 (lr=1.9205e-03) (hash(x)=82137309)
|
| 282 |
+
2320 train 5.177915 (lr=1.9091e-03) (hash(x)=86741167)
|
| 283 |
+
2330 train 5.197733 (lr=1.8977e-03) (hash(x)=84796263)
|
| 284 |
+
2340 train 5.236708 (lr=1.8863e-03) (hash(x)=169966529)
|
| 285 |
+
2350 train 5.144422 (lr=1.8749e-03) (hash(x)=80006061)
|
| 286 |
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2360 train 5.276674 (lr=1.8635e-03) (hash(x)=71090999)
|
| 287 |
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2370 train 5.366460 (lr=1.8520e-03) (hash(x)=86641850)
|
| 288 |
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2380 train 5.294059 (lr=1.8406e-03) (hash(x)=84573253)
|
| 289 |
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2390 train 5.343665 (lr=1.8291e-03) (hash(x)=74483764)
|
| 290 |
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2400 val loss 5.3725
|
| 291 |
+
2400 val perplexity 215.3901
|
| 292 |
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2400 train 5.275429 (lr=1.8176e-03) (hash(x)=78327659)
|
| 293 |
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2410 train 5.343129 (lr=1.8061e-03) (hash(x)=77273627)
|
| 294 |
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2420 train 5.227586 (lr=1.7946e-03) (hash(x)=76938049)
|
| 295 |
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2430 train 5.297051 (lr=1.7830e-03) (hash(x)=98449442)
|
| 296 |
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2440 train 5.207010 (lr=1.7715e-03) (hash(x)=78157797)
|
| 297 |
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2450 train 5.352400 (lr=1.7600e-03) (hash(x)=80637582)
|
| 298 |
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2460 train 5.345646 (lr=1.7484e-03) (hash(x)=80023854)
|
| 299 |
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2470 train 5.403307 (lr=1.7368e-03) (hash(x)=86678884)
|
| 300 |
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2480 train 5.573971 (lr=1.7253e-03) (hash(x)=84086469)
|
| 301 |
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2490 train 5.629848 (lr=1.7137e-03) (hash(x)=83131141)
|
| 302 |
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2500 val loss 5.4727
|
| 303 |
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2500 val perplexity 238.1094
|
| 304 |
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2500 train 5.452064 (lr=1.7021e-03) (hash(x)=82583497)
|
| 305 |
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2510 train 5.520963 (lr=1.6906e-03) (hash(x)=79164326)
|
| 306 |
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2520 train 5.468980 (lr=1.6790e-03) (hash(x)=76456503)
|
| 307 |
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2530 train 5.512062 (lr=1.6674e-03) (hash(x)=82001228)
|
| 308 |
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2540 train 5.569299 (lr=1.6558e-03) (hash(x)=75615595)
|
| 309 |
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2550 train 5.474474 (lr=1.6442e-03) (hash(x)=78397869)
|
| 310 |
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2560 train 5.481690 (lr=1.6326e-03) (hash(x)=75547032)
|
| 311 |
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2570 train 5.535066 (lr=1.6210e-03) (hash(x)=89201025)
|
| 312 |
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2580 train 5.522885 (lr=1.6094e-03) (hash(x)=89856704)
|
| 313 |
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2590 train 5.470095 (lr=1.5979e-03) (hash(x)=82175682)
|
| 314 |
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2600 val loss 5.6025
|
| 315 |
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2600 val perplexity 271.1071
|
| 316 |
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2600 train 5.468717 (lr=1.5863e-03) (hash(x)=78312826)
|
| 317 |
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2610 train 5.487062 (lr=1.5747e-03) (hash(x)=77066588)
|
| 318 |
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2620 train 5.378953 (lr=1.5632e-03) (hash(x)=78666061)
|
| 319 |
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2630 train 5.345399 (lr=1.5516e-03) (hash(x)=93762143)
|
| 320 |
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2640 train 5.298279 (lr=1.5400e-03) (hash(x)=83191587)
|
| 321 |
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2650 train 5.320651 (lr=1.5285e-03) (hash(x)=87169585)
|
| 322 |
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2660 train 5.507091 (lr=1.5170e-03) (hash(x)=86426388)
|
| 323 |
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2670 train 5.608687 (lr=1.5054e-03) (hash(x)=76692638)
|
| 324 |
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2680 train 5.467982 (lr=1.4939e-03) (hash(x)=77446063)
|
| 325 |
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2690 train 5.481304 (lr=1.4824e-03) (hash(x)=79809050)
|
| 326 |
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2700 val loss 5.4797
|
| 327 |
+
2700 val perplexity 239.7638
|
| 328 |
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2700 train 5.378149 (lr=1.4709e-03) (hash(x)=83116823)
|
| 329 |
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2710 train 5.466889 (lr=1.4594e-03) (hash(x)=75622148)
|
| 330 |
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2720 train 5.400943 (lr=1.4480e-03) (hash(x)=80690512)
|
| 331 |
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2730 train 5.476559 (lr=1.4365e-03) (hash(x)=78009984)
|
| 332 |
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2740 train 5.466685 (lr=1.4251e-03) (hash(x)=74205488)
|
| 333 |
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2750 train 5.399196 (lr=1.4137e-03) (hash(x)=91013332)
|
| 334 |
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2760 train 5.328547 (lr=1.4023e-03) (hash(x)=76954961)
|
| 335 |
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2770 train 5.355223 (lr=1.3909e-03) (hash(x)=79390317)
|
| 336 |
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2780 train 5.197720 (lr=1.3795e-03) (hash(x)=70168783)
|
| 337 |
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2790 train 5.310874 (lr=1.3682e-03) (hash(x)=76028417)
|
| 338 |
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2800 val loss 5.4923
|
| 339 |
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2800 val perplexity 242.8269
|
| 340 |
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2800 train 5.272339 (lr=1.3569e-03) (hash(x)=77656050)
|
| 341 |
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2810 train 5.329739 (lr=1.3456e-03) (hash(x)=94248216)
|
| 342 |
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2820 train 5.371497 (lr=1.3343e-03) (hash(x)=78305078)
|
| 343 |
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2830 train 5.343259 (lr=1.3230e-03) (hash(x)=79948848)
|
| 344 |
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2840 train 5.304163 (lr=1.3118e-03) (hash(x)=85341024)
|
| 345 |
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2850 train 5.457543 (lr=1.3006e-03) (hash(x)=78735170)
|
| 346 |
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2860 train 5.679792 (lr=1.2894e-03) (hash(x)=71616419)
|
| 347 |
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2870 train 5.591343 (lr=1.2783e-03) (hash(x)=78656517)
|
| 348 |
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2880 train 5.526058 (lr=1.2671e-03) (hash(x)=80073987)
|
| 349 |
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2890 train 5.477104 (lr=1.2560e-03) (hash(x)=76894809)
|
| 350 |
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2900 val loss 5.4870
|
| 351 |
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2900 val perplexity 241.5220
|
| 352 |
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2900 train 5.429317 (lr=1.2450e-03) (hash(x)=80499838)
|
| 353 |
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2910 train 5.483589 (lr=1.2339e-03) (hash(x)=72673354)
|
| 354 |
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2920 train 5.401451 (lr=1.2229e-03) (hash(x)=84265768)
|
| 355 |
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2930 train 5.520761 (lr=1.2119e-03) (hash(x)=79612060)
|
| 356 |
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2940 train 5.388305 (lr=1.2010e-03) (hash(x)=74970087)
|
| 357 |
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2950 train 5.568404 (lr=1.1901e-03) (hash(x)=84166818)
|
| 358 |
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2960 train 5.546412 (lr=1.1792e-03) (hash(x)=89410221)
|
| 359 |
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2970 train 5.544432 (lr=1.1684e-03) (hash(x)=75672566)
|
| 360 |
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2980 train 5.408012 (lr=1.1576e-03) (hash(x)=81760314)
|
| 361 |
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2990 train 5.479155 (lr=1.1468e-03) (hash(x)=80605200)
|
| 362 |
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3000 val loss 5.5744
|
| 363 |
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3000 val perplexity 263.5801
|
| 364 |
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3000 train 5.405686 (lr=1.1361e-03) (hash(x)=83804735)
|
| 365 |
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3010 train 5.344113 (lr=1.1254e-03) (hash(x)=77015303)
|
| 366 |
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3020 train 5.368771 (lr=1.1147e-03) (hash(x)=81464523)
|
| 367 |
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3030 train 5.581983 (lr=1.1041e-03) (hash(x)=80168230)
|
| 368 |
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3040 train 5.500370 (lr=1.0935e-03) (hash(x)=84817006)
|
| 369 |
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3050 train 5.540443 (lr=1.0830e-03) (hash(x)=71601811)
|
| 370 |
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3060 train 5.441097 (lr=1.0725e-03) (hash(x)=85499733)
|
| 371 |
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3070 train 5.457022 (lr=1.0620e-03) (hash(x)=78670408)
|
| 372 |
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3080 train 5.324971 (lr=1.0516e-03) (hash(x)=77120468)
|
| 373 |
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3090 train 5.480312 (lr=1.0412e-03) (hash(x)=77927426)
|
| 374 |
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3100 val loss 5.4925
|
| 375 |
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3100 val perplexity 242.8588
|
| 376 |
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3100 train 5.448850 (lr=1.0309e-03) (hash(x)=83998606)
|
| 377 |
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3110 train 5.318410 (lr=1.0207e-03) (hash(x)=77990218)
|
| 378 |
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3120 train 5.278035 (lr=1.0104e-03) (hash(x)=81623970)
|
| 379 |
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3130 train 5.240469 (lr=1.0002e-03) (hash(x)=75014781)
|
| 380 |
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3140 train 5.279051 (lr=9.9011e-04) (hash(x)=72591250)
|
| 381 |
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3150 train 5.287345 (lr=9.8002e-04) (hash(x)=81421847)
|
| 382 |
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3160 train 5.369993 (lr=9.6999e-04) (hash(x)=75112631)
|
| 383 |
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3170 train 5.463231 (lr=9.6000e-04) (hash(x)=87518033)
|
| 384 |
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3180 train 5.299082 (lr=9.5007e-04) (hash(x)=78648348)
|
| 385 |
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3190 train 5.410958 (lr=9.4019e-04) (hash(x)=78270029)
|
| 386 |
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3200 val loss 5.4405
|
| 387 |
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3200 val perplexity 230.5584
|
| 388 |
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3200 train 5.522404 (lr=9.3036e-04) (hash(x)=83380714)
|
| 389 |
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3210 train 5.598042 (lr=9.2058e-04) (hash(x)=67804991)
|
| 390 |
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3220 train 5.353026 (lr=9.1085e-04) (hash(x)=76968804)
|
| 391 |
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3230 train 5.312183 (lr=9.0118e-04) (hash(x)=75798670)
|
| 392 |
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3240 train 5.376776 (lr=8.9157e-04) (hash(x)=83192811)
|
| 393 |
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3250 train 5.314547 (lr=8.8201e-04) (hash(x)=81659789)
|
| 394 |
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3260 train 5.299672 (lr=8.7251e-04) (hash(x)=80622502)
|
| 395 |
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3270 train 5.342993 (lr=8.6307e-04) (hash(x)=85436511)
|
| 396 |
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3280 train 5.258763 (lr=8.5368e-04) (hash(x)=80589180)
|
| 397 |
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3290 train 5.344222 (lr=8.4435e-04) (hash(x)=85747193)
|
| 398 |
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3300 val loss 5.3733
|
| 399 |
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3300 val perplexity 215.5643
|
| 400 |
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3300 train 5.286215 (lr=8.3508e-04) (hash(x)=74635692)
|
| 401 |
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3310 train 5.284616 (lr=8.2588e-04) (hash(x)=82045455)
|
| 402 |
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3320 train 5.108038 (lr=8.1673e-04) (hash(x)=73249173)
|
| 403 |
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3330 train 5.084295 (lr=8.0764e-04) (hash(x)=71492338)
|
| 404 |
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3340 train 5.382267 (lr=7.9862e-04) (hash(x)=76374071)
|
| 405 |
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3350 train 5.363830 (lr=7.8966e-04) (hash(x)=80474064)
|
| 406 |
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3360 train 5.250556 (lr=7.8076e-04) (hash(x)=84390892)
|
| 407 |
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3370 train 5.331890 (lr=7.7192e-04) (hash(x)=83399949)
|
| 408 |
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3380 train 5.370899 (lr=7.6315e-04) (hash(x)=77648059)
|
| 409 |
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3390 train 5.316050 (lr=7.5445e-04) (hash(x)=80152701)
|
| 410 |
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3400 val loss 5.3007
|
| 411 |
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3400 val perplexity 200.4725
|
| 412 |
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3400 train 5.337910 (lr=7.4581e-04) (hash(x)=81952545)
|
| 413 |
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3410 train 5.323984 (lr=7.3724e-04) (hash(x)=80908993)
|
| 414 |
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3420 train 5.323752 (lr=7.2874e-04) (hash(x)=79610037)
|
| 415 |
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3430 train 5.325389 (lr=7.2030e-04) (hash(x)=87624382)
|
| 416 |
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3440 train 5.271352 (lr=7.1193e-04) (hash(x)=82336381)
|
| 417 |
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3450 train 5.222775 (lr=7.0363e-04) (hash(x)=87687835)
|
| 418 |
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3460 train 5.273341 (lr=6.9541e-04) (hash(x)=76376135)
|
| 419 |
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3470 train 5.182234 (lr=6.8725e-04) (hash(x)=79331391)
|
| 420 |
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3480 train 5.135396 (lr=6.7916e-04) (hash(x)=107002681)
|
| 421 |
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3490 train 5.105318 (lr=6.7114e-04) (hash(x)=77465514)
|
| 422 |
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3500 val loss 5.2823
|
| 423 |
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3500 val perplexity 196.8214
|
| 424 |
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3500 train 5.159213 (lr=6.6320e-04) (hash(x)=88237229)
|
| 425 |
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3510 train 5.229282 (lr=6.5533e-04) (hash(x)=81011739)
|
| 426 |
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3520 train 5.138053 (lr=6.4753e-04) (hash(x)=64643427)
|
| 427 |
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3530 train 5.468690 (lr=6.3981e-04) (hash(x)=78029539)
|
| 428 |
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3540 train 5.431523 (lr=6.3216e-04) (hash(x)=83188968)
|
| 429 |
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3550 train 5.347241 (lr=6.2458e-04) (hash(x)=86104185)
|
| 430 |
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3560 train 5.321628 (lr=6.1708e-04) (hash(x)=81993629)
|
| 431 |
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3570 train 5.242274 (lr=6.0966e-04) (hash(x)=72719368)
|
| 432 |
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3580 train 5.295200 (lr=6.0231e-04) (hash(x)=90091487)
|
| 433 |
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3590 train 5.166578 (lr=5.9504e-04) (hash(x)=77393152)
|
| 434 |
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3600 val loss 5.2777
|
| 435 |
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3600 val perplexity 195.9219
|
| 436 |
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3600 train 5.244453 (lr=5.8785e-04) (hash(x)=73103504)
|
| 437 |
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3610 train 5.307310 (lr=5.8074e-04) (hash(x)=84429400)
|
| 438 |
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3620 train 5.253489 (lr=5.7370e-04) (hash(x)=77021795)
|
| 439 |
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3630 train 5.240388 (lr=5.6675e-04) (hash(x)=92830605)
|
| 440 |
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3640 train 5.383613 (lr=5.5987e-04) (hash(x)=78313175)
|
| 441 |
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3650 train 5.241107 (lr=5.5308e-04) (hash(x)=85395549)
|
| 442 |
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3660 train 5.074067 (lr=5.4636e-04) (hash(x)=78114459)
|
| 443 |
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3670 train 5.189955 (lr=5.3973e-04) (hash(x)=74968316)
|
| 444 |
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3680 train 5.111342 (lr=5.3318e-04) (hash(x)=73358737)
|
| 445 |
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3690 train 5.279385 (lr=5.2671e-04) (hash(x)=76399442)
|
| 446 |
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3700 val loss 5.3117
|
| 447 |
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3700 val perplexity 202.6848
|
| 448 |
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3700 train 5.166905 (lr=5.2033e-04) (hash(x)=74039273)
|
| 449 |
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3710 train 5.389492 (lr=5.1402e-04) (hash(x)=79299680)
|
| 450 |
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3720 train 5.317852 (lr=5.0780e-04) (hash(x)=94701498)
|
| 451 |
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3730 train 5.325520 (lr=5.0167e-04) (hash(x)=75352071)
|
| 452 |
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3740 train 5.246894 (lr=4.9562e-04) (hash(x)=77909487)
|
| 453 |
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3750 train 5.265273 (lr=4.8965e-04) (hash(x)=73986730)
|
| 454 |
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3760 train 5.310387 (lr=4.8377e-04) (hash(x)=79325763)
|
| 455 |
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3770 train 5.282153 (lr=4.7798e-04) (hash(x)=72457818)
|
| 456 |
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3780 train 5.460337 (lr=4.7227e-04) (hash(x)=71775590)
|
| 457 |
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3790 train 5.364585 (lr=4.6665e-04) (hash(x)=82638943)
|
| 458 |
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3800 val loss 5.2727
|
| 459 |
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3800 val perplexity 194.9506
|
| 460 |
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3800 train 5.256042 (lr=4.6112e-04) (hash(x)=79965893)
|
| 461 |
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3810 train 5.186344 (lr=4.5567e-04) (hash(x)=72598235)
|
| 462 |
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3820 train 5.227245 (lr=4.5031e-04) (hash(x)=83113889)
|
| 463 |
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3830 train 5.279423 (lr=4.4504e-04) (hash(x)=74434590)
|
| 464 |
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3840 train 5.207086 (lr=4.3986e-04) (hash(x)=82860348)
|
| 465 |
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3850 train 5.112854 (lr=4.3477e-04) (hash(x)=78067565)
|
| 466 |
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3860 train 5.176549 (lr=4.2977e-04) (hash(x)=82592498)
|
| 467 |
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3870 train 5.126574 (lr=4.2486e-04) (hash(x)=81820733)
|
| 468 |
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3880 train 5.191104 (lr=4.2004e-04) (hash(x)=87709040)
|
| 469 |
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3890 train 5.243370 (lr=4.1530e-04) (hash(x)=70379093)
|
| 470 |
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3900 val loss 5.2925
|
| 471 |
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3900 val perplexity 198.8372
|
| 472 |
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3900 train 5.351829 (lr=4.1066e-04) (hash(x)=76597431)
|
| 473 |
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3910 train 5.271386 (lr=4.0611e-04) (hash(x)=90490716)
|
| 474 |
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3920 train 5.323634 (lr=4.0166e-04) (hash(x)=81970659)
|
| 475 |
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3930 train 5.340876 (lr=3.9729e-04) (hash(x)=81496334)
|
| 476 |
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3940 train 5.288062 (lr=3.9302e-04) (hash(x)=75717605)
|
| 477 |
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3950 train 5.297888 (lr=3.8884e-04) (hash(x)=82749357)
|
| 478 |
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3960 train 5.310998 (lr=3.8475e-04) (hash(x)=89355157)
|
| 479 |
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3970 train 5.271234 (lr=3.8076e-04) (hash(x)=78980403)
|
| 480 |
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3980 train 5.237432 (lr=3.7685e-04) (hash(x)=76627217)
|
| 481 |
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3990 train 5.236911 (lr=3.7305e-04) (hash(x)=72412879)
|
| 482 |
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4000 val loss 5.2997
|
| 483 |
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4000 val perplexity 200.2823
|
| 484 |
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4000 train 5.250011 (lr=3.6933e-04) (hash(x)=83018142)
|
| 485 |
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4010 train 5.230480 (lr=3.6572e-04) (hash(x)=81272436)
|
| 486 |
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4020 train 5.210434 (lr=3.6219e-04) (hash(x)=85497482)
|
| 487 |
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4030 train 5.309564 (lr=3.5876e-04) (hash(x)=85241734)
|
| 488 |
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4040 train 5.241046 (lr=3.5543e-04) (hash(x)=77925307)
|
| 489 |
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4050 train 5.248106 (lr=3.5219e-04) (hash(x)=84826179)
|
| 490 |
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4060 train 5.310346 (lr=3.4905e-04) (hash(x)=83606764)
|
| 491 |
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4070 train 5.235094 (lr=3.4600e-04) (hash(x)=80567590)
|
| 492 |
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4080 train 5.206144 (lr=3.4305e-04) (hash(x)=76860998)
|
| 493 |
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4090 train 5.222493 (lr=3.4019e-04) (hash(x)=74902328)
|
| 494 |
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4100 val loss 5.2816
|
| 495 |
+
4100 val perplexity 196.6937
|
| 496 |
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4100 train 5.286433 (lr=3.3744e-04) (hash(x)=82832041)
|
| 497 |
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4110 train 5.236344 (lr=3.3477e-04) (hash(x)=79143262)
|
| 498 |
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4120 train 5.192031 (lr=3.3221e-04) (hash(x)=77038149)
|
| 499 |
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4130 train 5.416628 (lr=3.2974e-04) (hash(x)=86339074)
|
| 500 |
+
4140 train 5.368668 (lr=3.2737e-04) (hash(x)=76686216)
|
| 501 |
+
4150 train 5.262980 (lr=3.2510e-04) (hash(x)=70522682)
|
| 502 |
+
4160 train 5.253526 (lr=3.2292e-04) (hash(x)=90958555)
|
| 503 |
+
4170 train 5.304014 (lr=3.2085e-04) (hash(x)=91463532)
|
| 504 |
+
4180 train 5.270700 (lr=3.1887e-04) (hash(x)=81959329)
|
| 505 |
+
4190 train 5.262321 (lr=3.1699e-04) (hash(x)=83146752)
|
| 506 |
+
4200 val loss 5.3342
|
| 507 |
+
4200 val perplexity 207.3164
|
| 508 |
+
4200 train 5.231898 (lr=3.1520e-04) (hash(x)=78361715)
|
| 509 |
+
4210 train 5.380766 (lr=3.1352e-04) (hash(x)=87364889)
|
| 510 |
+
4220 train 5.192168 (lr=3.1193e-04) (hash(x)=70465156)
|
| 511 |
+
4230 train 5.316497 (lr=3.1044e-04) (hash(x)=84524081)
|
| 512 |
+
4240 train 5.313597 (lr=3.0905e-04) (hash(x)=77824868)
|
| 513 |
+
4250 train 5.333418 (lr=3.0776e-04) (hash(x)=81710711)
|
| 514 |
+
4260 train 5.305030 (lr=3.0657e-04) (hash(x)=76362728)
|
| 515 |
+
4270 train 5.255817 (lr=3.0548e-04) (hash(x)=83115208)
|
| 516 |
+
4280 train 5.219822 (lr=3.0449e-04) (hash(x)=87218314)
|
| 517 |
+
4290 train 5.348797 (lr=3.0359e-04) (hash(x)=74582673)
|
| 518 |
+
4300 val loss 5.3264
|
| 519 |
+
4300 val perplexity 205.7052
|
| 520 |
+
4300 train 5.302410 (lr=3.0280e-04) (hash(x)=77379615)
|
| 521 |
+
4310 train 5.215043 (lr=3.0210e-04) (hash(x)=78669579)
|
| 522 |
+
4320 train 5.327902 (lr=3.0150e-04) (hash(x)=83066608)
|
| 523 |
+
4330 train 5.280662 (lr=3.0101e-04) (hash(x)=83037340)
|
| 524 |
+
4340 train 5.367325 (lr=3.0061e-04) (hash(x)=82849771)
|
| 525 |
+
4350 train 5.265363 (lr=3.0031e-04) (hash(x)=76693985)
|
| 526 |
+
4360 train 5.305995 (lr=3.0011e-04) (hash(x)=77745394)
|
| 527 |
+
4370 train 5.259382 (lr=3.0001e-04) (hash(x)=79954388)
|
| 528 |
+
4374 val loss 5.2898
|
| 529 |
+
4374 val perplexity 198.2983
|
12_mini_head_one_mask_per_head_2_latent_masks/model_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:17ad444652a61b21fc3e1ff20ea4a94207e59391d50a4f0564fdcc1047deeaf8
|
| 3 |
+
size 97707122
|
12_mini_head_one_mask_per_head_2_latent_masks/optimizer_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:198dcd9382dad302a5c9176a756c59eecd602a07ca3d5c43119fa65f606609eb
|
| 3 |
+
size 189136950
|