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Browse files- 12_mini_head_one_mask_per_head_1_latent_mask_halved_lr/args.json +1 -0
- 12_mini_head_one_mask_per_head_1_latent_mask_halved_lr/dataloader_04374.pt +3 -0
- 12_mini_head_one_mask_per_head_1_latent_mask_halved_lr/log2.txt +529 -0
- 12_mini_head_one_mask_per_head_1_latent_mask_halved_lr/model_04374.pt +3 -0
- 12_mini_head_one_mask_per_head_1_latent_mask_halved_lr/optimizer_04374.pt +3 -0
12_mini_head_one_mask_per_head_1_latent_mask_halved_lr/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_1_latent_mask_halved_lr", "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": 1, "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": 0.0015, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "12_mini_head_one_mask_per_head_1_latent_mask_halved_lr"}
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12_mini_head_one_mask_per_head_1_latent_mask_halved_lr/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_1_latent_mask_halved_lr/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 11.2876
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| 3 |
+
0 val perplexity 79825.2969
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| 4 |
+
0 train 11.284595 (lr=2.0979e-06) (hash(x)=93356070)
|
| 5 |
+
10 train 10.121101 (lr=2.3077e-05) (hash(x)=91253010)
|
| 6 |
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20 train 9.687342 (lr=4.4056e-05) (hash(x)=74934453)
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| 7 |
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30 train 9.292213 (lr=6.5035e-05) (hash(x)=79278034)
|
| 8 |
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40 train 8.717637 (lr=8.6014e-05) (hash(x)=80107892)
|
| 9 |
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50 train 8.194167 (lr=1.0699e-04) (hash(x)=70745428)
|
| 10 |
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60 train 7.915437 (lr=1.2797e-04) (hash(x)=80077589)
|
| 11 |
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70 train 7.560098 (lr=1.4895e-04) (hash(x)=76213766)
|
| 12 |
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80 train 7.591424 (lr=1.6993e-04) (hash(x)=83218328)
|
| 13 |
+
90 train 7.440104 (lr=1.9091e-04) (hash(x)=74855845)
|
| 14 |
+
100 val loss 7.3731
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| 15 |
+
100 val perplexity 1592.4937
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| 16 |
+
100 train 7.218736 (lr=2.1189e-04) (hash(x)=82814902)
|
| 17 |
+
110 train 7.161034 (lr=2.3287e-04) (hash(x)=84907741)
|
| 18 |
+
120 train 7.028426 (lr=2.5385e-04) (hash(x)=82613223)
|
| 19 |
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130 train 6.889417 (lr=2.7483e-04) (hash(x)=83540876)
|
| 20 |
+
140 train 6.844666 (lr=2.9580e-04) (hash(x)=75095216)
|
| 21 |
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150 train 6.895470 (lr=3.1678e-04) (hash(x)=97190944)
|
| 22 |
+
160 train 6.798061 (lr=3.3776e-04) (hash(x)=82117809)
|
| 23 |
+
170 train 6.698723 (lr=3.5874e-04) (hash(x)=70514724)
|
| 24 |
+
180 train 6.618811 (lr=3.7972e-04) (hash(x)=81029624)
|
| 25 |
+
190 train 6.541725 (lr=4.0070e-04) (hash(x)=78996841)
|
| 26 |
+
200 val loss 6.4768
|
| 27 |
+
200 val perplexity 649.9196
|
| 28 |
+
200 train 6.484604 (lr=4.2168e-04) (hash(x)=79845097)
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| 29 |
+
210 train 6.358215 (lr=4.4266e-04) (hash(x)=78997683)
|
| 30 |
+
220 train 6.273339 (lr=4.6364e-04) (hash(x)=74895865)
|
| 31 |
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230 train 6.443975 (lr=4.8462e-04) (hash(x)=80933276)
|
| 32 |
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240 train 6.127409 (lr=5.0559e-04) (hash(x)=77664606)
|
| 33 |
+
250 train 6.166188 (lr=5.2657e-04) (hash(x)=75903930)
|
| 34 |
+
260 train 6.074569 (lr=5.4755e-04) (hash(x)=82996853)
|
| 35 |
+
270 train 6.006226 (lr=5.6853e-04) (hash(x)=73269568)
|
| 36 |
+
280 train 5.942740 (lr=5.8951e-04) (hash(x)=82906427)
|
| 37 |
+
290 train 5.863214 (lr=6.1049e-04) (hash(x)=71797895)
|
| 38 |
+
300 val loss 5.9985
|
| 39 |
+
300 val perplexity 402.8120
|
| 40 |
+
300 train 5.720431 (lr=6.3147e-04) (hash(x)=85232249)
|
| 41 |
+
310 train 5.674852 (lr=6.5245e-04) (hash(x)=75252489)
|
| 42 |
+
320 train 5.750916 (lr=6.7343e-04) (hash(x)=74394644)
|
| 43 |
+
330 train 5.840282 (lr=6.9441e-04) (hash(x)=82772910)
|
| 44 |
+
340 train 5.859873 (lr=7.1538e-04) (hash(x)=81627464)
|
| 45 |
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350 train 5.852388 (lr=7.3636e-04) (hash(x)=84678053)
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| 46 |
+
360 train 5.801634 (lr=7.5734e-04) (hash(x)=81884128)
|
| 47 |
+
370 train 5.782537 (lr=7.7832e-04) (hash(x)=76379242)
|
| 48 |
+
380 train 5.580529 (lr=7.9930e-04) (hash(x)=98182875)
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| 49 |
+
390 train 5.565805 (lr=8.2028e-04) (hash(x)=79710436)
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| 50 |
+
400 val loss 5.6257
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| 51 |
+
400 val perplexity 277.4746
|
| 52 |
+
400 train 5.573838 (lr=8.4126e-04) (hash(x)=79841071)
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| 53 |
+
410 train 5.505904 (lr=8.6224e-04) (hash(x)=75844151)
|
| 54 |
+
420 train 5.500185 (lr=8.8322e-04) (hash(x)=73125036)
|
| 55 |
+
430 train 5.544938 (lr=9.0420e-04) (hash(x)=84214858)
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| 56 |
+
440 train 5.430576 (lr=9.2517e-04) (hash(x)=80456994)
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| 57 |
+
450 train 5.402608 (lr=9.4615e-04) (hash(x)=76735962)
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| 58 |
+
460 train 5.328233 (lr=9.6713e-04) (hash(x)=81845446)
|
| 59 |
+
470 train 5.165900 (lr=9.8811e-04) (hash(x)=76094689)
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| 60 |
+
480 train 5.273071 (lr=1.0091e-03) (hash(x)=83806686)
|
| 61 |
+
490 train 5.097137 (lr=1.0301e-03) (hash(x)=84690227)
|
| 62 |
+
500 val loss 5.4281
|
| 63 |
+
500 val perplexity 227.7151
|
| 64 |
+
500 train 5.176426 (lr=1.0510e-03) (hash(x)=71851938)
|
| 65 |
+
510 train 5.261232 (lr=1.0720e-03) (hash(x)=77159346)
|
| 66 |
+
520 train 5.328233 (lr=1.0930e-03) (hash(x)=80755753)
|
| 67 |
+
530 train 5.422802 (lr=1.1140e-03) (hash(x)=75379679)
|
| 68 |
+
540 train 5.334445 (lr=1.1350e-03) (hash(x)=82458619)
|
| 69 |
+
550 train 5.315642 (lr=1.1559e-03) (hash(x)=86366396)
|
| 70 |
+
560 train 5.314054 (lr=1.1769e-03) (hash(x)=85095044)
|
| 71 |
+
570 train 5.294374 (lr=1.1979e-03) (hash(x)=78385159)
|
| 72 |
+
580 train 5.227594 (lr=1.2189e-03) (hash(x)=79342394)
|
| 73 |
+
590 train 5.208125 (lr=1.2399e-03) (hash(x)=70782192)
|
| 74 |
+
600 val loss 5.2270
|
| 75 |
+
600 val perplexity 186.2377
|
| 76 |
+
600 train 5.206278 (lr=1.2608e-03) (hash(x)=76130353)
|
| 77 |
+
610 train 5.133800 (lr=1.2818e-03) (hash(x)=74778440)
|
| 78 |
+
620 train 5.108348 (lr=1.3028e-03) (hash(x)=79129709)
|
| 79 |
+
630 train 5.011270 (lr=1.3238e-03) (hash(x)=76469962)
|
| 80 |
+
640 train 5.014485 (lr=1.3448e-03) (hash(x)=78288049)
|
| 81 |
+
650 train 4.972734 (lr=1.3657e-03) (hash(x)=76641388)
|
| 82 |
+
660 train 4.898829 (lr=1.3867e-03) (hash(x)=75937906)
|
| 83 |
+
670 train 4.890547 (lr=1.4077e-03) (hash(x)=74807157)
|
| 84 |
+
680 train 4.800326 (lr=1.4287e-03) (hash(x)=77490144)
|
| 85 |
+
690 train 4.824878 (lr=1.4497e-03) (hash(x)=72900124)
|
| 86 |
+
700 val loss 5.1115
|
| 87 |
+
700 val perplexity 165.9268
|
| 88 |
+
700 train 4.798738 (lr=1.4706e-03) (hash(x)=73424218)
|
| 89 |
+
710 train 5.078708 (lr=1.4916e-03) (hash(x)=86052345)
|
| 90 |
+
720 train 5.056393 (lr=1.5000e-03) (hash(x)=77462613)
|
| 91 |
+
730 train 5.066881 (lr=1.4999e-03) (hash(x)=79027471)
|
| 92 |
+
740 train 5.025856 (lr=1.4998e-03) (hash(x)=78149992)
|
| 93 |
+
750 train 5.001462 (lr=1.4997e-03) (hash(x)=89147499)
|
| 94 |
+
760 train 4.996930 (lr=1.4995e-03) (hash(x)=74931538)
|
| 95 |
+
770 train 4.953558 (lr=1.4992e-03) (hash(x)=89648204)
|
| 96 |
+
780 train 4.984262 (lr=1.4989e-03) (hash(x)=83708293)
|
| 97 |
+
790 train 4.998816 (lr=1.4986e-03) (hash(x)=84336512)
|
| 98 |
+
800 val loss 4.9686
|
| 99 |
+
800 val perplexity 143.8217
|
| 100 |
+
800 train 4.890866 (lr=1.4982e-03) (hash(x)=75025285)
|
| 101 |
+
810 train 4.809444 (lr=1.4978e-03) (hash(x)=79436536)
|
| 102 |
+
820 train 4.792324 (lr=1.4973e-03) (hash(x)=90467390)
|
| 103 |
+
830 train 4.848436 (lr=1.4967e-03) (hash(x)=77292020)
|
| 104 |
+
840 train 4.755088 (lr=1.4961e-03) (hash(x)=75568927)
|
| 105 |
+
850 train 4.803519 (lr=1.4955e-03) (hash(x)=79671781)
|
| 106 |
+
860 train 4.873863 (lr=1.4948e-03) (hash(x)=84280943)
|
| 107 |
+
870 train 4.850063 (lr=1.4940e-03) (hash(x)=80901294)
|
| 108 |
+
880 train 4.977321 (lr=1.4932e-03) (hash(x)=81437584)
|
| 109 |
+
890 train 4.807866 (lr=1.4924e-03) (hash(x)=73893778)
|
| 110 |
+
900 val loss 4.8264
|
| 111 |
+
900 val perplexity 124.7557
|
| 112 |
+
900 train 4.753095 (lr=1.4915e-03) (hash(x)=74987794)
|
| 113 |
+
910 train 4.762667 (lr=1.4906e-03) (hash(x)=93721374)
|
| 114 |
+
920 train 4.753925 (lr=1.4896e-03) (hash(x)=79149678)
|
| 115 |
+
930 train 4.702624 (lr=1.4885e-03) (hash(x)=83179387)
|
| 116 |
+
940 train 4.700030 (lr=1.4875e-03) (hash(x)=89009978)
|
| 117 |
+
950 train 4.686575 (lr=1.4863e-03) (hash(x)=76483735)
|
| 118 |
+
960 train 4.620933 (lr=1.4851e-03) (hash(x)=78638850)
|
| 119 |
+
970 train 4.642137 (lr=1.4839e-03) (hash(x)=90415206)
|
| 120 |
+
980 train 4.579130 (lr=1.4826e-03) (hash(x)=90819195)
|
| 121 |
+
990 train 4.710921 (lr=1.4813e-03) (hash(x)=85938852)
|
| 122 |
+
1000 val loss 4.6934
|
| 123 |
+
1000 val perplexity 109.2292
|
| 124 |
+
1000 train 4.742970 (lr=1.4799e-03) (hash(x)=82436789)
|
| 125 |
+
1010 train 4.784894 (lr=1.4785e-03) (hash(x)=63022149)
|
| 126 |
+
1020 train 4.706555 (lr=1.4770e-03) (hash(x)=83501199)
|
| 127 |
+
1030 train 4.674661 (lr=1.4755e-03) (hash(x)=77093326)
|
| 128 |
+
1040 train 4.559695 (lr=1.4739e-03) (hash(x)=73437559)
|
| 129 |
+
1050 train 4.651922 (lr=1.4723e-03) (hash(x)=84550388)
|
| 130 |
+
1060 train 4.646999 (lr=1.4706e-03) (hash(x)=86184566)
|
| 131 |
+
1070 train 4.635979 (lr=1.4689e-03) (hash(x)=85644922)
|
| 132 |
+
1080 train 4.575619 (lr=1.4671e-03) (hash(x)=86179801)
|
| 133 |
+
1090 train 4.543534 (lr=1.4653e-03) (hash(x)=82868303)
|
| 134 |
+
1100 val loss 4.6156
|
| 135 |
+
1100 val perplexity 101.0505
|
| 136 |
+
1100 train 4.645684 (lr=1.4635e-03) (hash(x)=96780388)
|
| 137 |
+
1110 train 4.575282 (lr=1.4616e-03) (hash(x)=87223122)
|
| 138 |
+
1120 train 4.546115 (lr=1.4596e-03) (hash(x)=77292786)
|
| 139 |
+
1130 train 4.574295 (lr=1.4576e-03) (hash(x)=88761375)
|
| 140 |
+
1140 train 4.480355 (lr=1.4556e-03) (hash(x)=80956468)
|
| 141 |
+
1150 train 4.656193 (lr=1.4535e-03) (hash(x)=84725462)
|
| 142 |
+
1160 train 4.627910 (lr=1.4514e-03) (hash(x)=76098113)
|
| 143 |
+
1170 train 4.612670 (lr=1.4492e-03) (hash(x)=84387685)
|
| 144 |
+
1180 train 4.553823 (lr=1.4469e-03) (hash(x)=76120321)
|
| 145 |
+
1190 train 4.521862 (lr=1.4447e-03) (hash(x)=85974065)
|
| 146 |
+
1200 val loss 4.5357
|
| 147 |
+
1200 val perplexity 93.2844
|
| 148 |
+
1200 train 4.418312 (lr=1.4423e-03) (hash(x)=79340644)
|
| 149 |
+
1210 train 4.515040 (lr=1.4400e-03) (hash(x)=88345025)
|
| 150 |
+
1220 train 4.427493 (lr=1.4376e-03) (hash(x)=86406230)
|
| 151 |
+
1230 train 4.413098 (lr=1.4351e-03) (hash(x)=80608975)
|
| 152 |
+
1240 train 4.462535 (lr=1.4326e-03) (hash(x)=81635225)
|
| 153 |
+
1250 train 4.305313 (lr=1.4301e-03) (hash(x)=82126376)
|
| 154 |
+
1260 train 4.476536 (lr=1.4275e-03) (hash(x)=83737972)
|
| 155 |
+
1270 train 4.389083 (lr=1.4248e-03) (hash(x)=81132345)
|
| 156 |
+
1280 train 4.478844 (lr=1.4222e-03) (hash(x)=85850404)
|
| 157 |
+
1290 train 4.490558 (lr=1.4194e-03) (hash(x)=83490640)
|
| 158 |
+
1300 val loss 4.4923
|
| 159 |
+
1300 val perplexity 89.3224
|
| 160 |
+
1300 train 4.462030 (lr=1.4167e-03) (hash(x)=77545187)
|
| 161 |
+
1310 train 4.518206 (lr=1.4139e-03) (hash(x)=86412685)
|
| 162 |
+
1320 train 4.399871 (lr=1.4110e-03) (hash(x)=86429640)
|
| 163 |
+
1330 train 4.538294 (lr=1.4081e-03) (hash(x)=79645281)
|
| 164 |
+
1340 train 4.497840 (lr=1.4052e-03) (hash(x)=82668541)
|
| 165 |
+
1350 train 4.350512 (lr=1.4022e-03) (hash(x)=73627248)
|
| 166 |
+
1360 train 4.449611 (lr=1.3992e-03) (hash(x)=74845133)
|
| 167 |
+
1370 train 4.363082 (lr=1.3961e-03) (hash(x)=77850497)
|
| 168 |
+
1380 train 4.385639 (lr=1.3930e-03) (hash(x)=76143954)
|
| 169 |
+
1390 train 4.399740 (lr=1.3898e-03) (hash(x)=80675544)
|
| 170 |
+
1400 val loss 4.4650
|
| 171 |
+
1400 val perplexity 86.9220
|
| 172 |
+
1400 train 4.373606 (lr=1.3866e-03) (hash(x)=76010938)
|
| 173 |
+
1410 train 4.426188 (lr=1.3834e-03) (hash(x)=81260300)
|
| 174 |
+
1420 train 4.532896 (lr=1.3801e-03) (hash(x)=83803629)
|
| 175 |
+
1430 train 4.365252 (lr=1.3768e-03) (hash(x)=83840110)
|
| 176 |
+
1440 train 4.559702 (lr=1.3735e-03) (hash(x)=97711831)
|
| 177 |
+
1450 train 4.434718 (lr=1.3701e-03) (hash(x)=81110139)
|
| 178 |
+
1460 train 4.354506 (lr=1.3666e-03) (hash(x)=90942839)
|
| 179 |
+
1470 train 4.395035 (lr=1.3631e-03) (hash(x)=80721564)
|
| 180 |
+
1480 train 4.485539 (lr=1.3596e-03) (hash(x)=77852059)
|
| 181 |
+
1490 train 4.379970 (lr=1.3561e-03) (hash(x)=80011365)
|
| 182 |
+
1500 val loss 4.4194
|
| 183 |
+
1500 val perplexity 83.0453
|
| 184 |
+
1500 train 4.403055 (lr=1.3525e-03) (hash(x)=84496142)
|
| 185 |
+
1510 train 4.347849 (lr=1.3488e-03) (hash(x)=70186729)
|
| 186 |
+
1520 train 4.368427 (lr=1.3452e-03) (hash(x)=74854227)
|
| 187 |
+
1530 train 4.274542 (lr=1.3415e-03) (hash(x)=77468161)
|
| 188 |
+
1540 train 4.292623 (lr=1.3377e-03) (hash(x)=87853059)
|
| 189 |
+
1550 train 4.240846 (lr=1.3339e-03) (hash(x)=71225436)
|
| 190 |
+
1560 train 4.329825 (lr=1.3301e-03) (hash(x)=84072783)
|
| 191 |
+
1570 train 4.387258 (lr=1.3262e-03) (hash(x)=72723098)
|
| 192 |
+
1580 train 4.395650 (lr=1.3223e-03) (hash(x)=90409866)
|
| 193 |
+
1590 train 4.469543 (lr=1.3184e-03) (hash(x)=87481378)
|
| 194 |
+
1600 val loss 4.3891
|
| 195 |
+
1600 val perplexity 80.5672
|
| 196 |
+
1600 train 4.442002 (lr=1.3144e-03) (hash(x)=77643862)
|
| 197 |
+
1610 train 4.343353 (lr=1.3104e-03) (hash(x)=88862575)
|
| 198 |
+
1620 train 4.344193 (lr=1.3064e-03) (hash(x)=84612581)
|
| 199 |
+
1630 train 4.383558 (lr=1.3023e-03) (hash(x)=87075989)
|
| 200 |
+
1640 train 4.271748 (lr=1.2982e-03) (hash(x)=88277361)
|
| 201 |
+
1650 train 4.386574 (lr=1.2940e-03) (hash(x)=78750236)
|
| 202 |
+
1660 train 4.313765 (lr=1.2898e-03) (hash(x)=82604581)
|
| 203 |
+
1670 train 4.151987 (lr=1.2856e-03) (hash(x)=68482265)
|
| 204 |
+
1680 train 4.273175 (lr=1.2814e-03) (hash(x)=75088835)
|
| 205 |
+
1690 train 4.215827 (lr=1.2771e-03) (hash(x)=66060989)
|
| 206 |
+
1700 val loss 4.3945
|
| 207 |
+
1700 val perplexity 81.0013
|
| 208 |
+
1700 train 4.390934 (lr=1.2728e-03) (hash(x)=79986754)
|
| 209 |
+
1710 train 4.368111 (lr=1.2684e-03) (hash(x)=83657930)
|
| 210 |
+
1720 train 4.318359 (lr=1.2640e-03) (hash(x)=81754135)
|
| 211 |
+
1730 train 4.396428 (lr=1.2596e-03) (hash(x)=78904427)
|
| 212 |
+
1740 train 4.304997 (lr=1.2552e-03) (hash(x)=85920177)
|
| 213 |
+
1750 train 4.352421 (lr=1.2507e-03) (hash(x)=86573211)
|
| 214 |
+
1760 train 4.306359 (lr=1.2462e-03) (hash(x)=81737128)
|
| 215 |
+
1770 train 4.302860 (lr=1.2416e-03) (hash(x)=77400968)
|
| 216 |
+
1780 train 4.307379 (lr=1.2371e-03) (hash(x)=73545497)
|
| 217 |
+
1790 train 4.557861 (lr=1.2325e-03) (hash(x)=71641943)
|
| 218 |
+
1800 val loss 4.3455
|
| 219 |
+
1800 val perplexity 77.1299
|
| 220 |
+
1800 train 4.404317 (lr=1.2278e-03) (hash(x)=87819781)
|
| 221 |
+
1810 train 4.263799 (lr=1.2232e-03) (hash(x)=86870770)
|
| 222 |
+
1820 train 4.275720 (lr=1.2185e-03) (hash(x)=82522211)
|
| 223 |
+
1830 train 4.353501 (lr=1.2137e-03) (hash(x)=61947437)
|
| 224 |
+
1840 train 4.237915 (lr=1.2090e-03) (hash(x)=79865406)
|
| 225 |
+
1850 train 4.212577 (lr=1.2042e-03) (hash(x)=79828721)
|
| 226 |
+
1860 train 4.354757 (lr=1.1994e-03) (hash(x)=80869571)
|
| 227 |
+
1870 train 4.334395 (lr=1.1946e-03) (hash(x)=73780971)
|
| 228 |
+
1880 train 4.301668 (lr=1.1897e-03) (hash(x)=79249549)
|
| 229 |
+
1890 train 4.352936 (lr=1.1848e-03) (hash(x)=81041904)
|
| 230 |
+
1900 val loss 4.3246
|
| 231 |
+
1900 val perplexity 75.5348
|
| 232 |
+
1900 train 4.416948 (lr=1.1799e-03) (hash(x)=82456430)
|
| 233 |
+
1910 train 4.185815 (lr=1.1750e-03) (hash(x)=82222135)
|
| 234 |
+
1920 train 4.227049 (lr=1.1700e-03) (hash(x)=70033249)
|
| 235 |
+
1930 train 4.209605 (lr=1.1650e-03) (hash(x)=72887360)
|
| 236 |
+
1940 train 4.258805 (lr=1.1600e-03) (hash(x)=83251100)
|
| 237 |
+
1950 train 4.300284 (lr=1.1549e-03) (hash(x)=79660266)
|
| 238 |
+
1960 train 4.181851 (lr=1.1499e-03) (hash(x)=78919068)
|
| 239 |
+
1970 train 4.274166 (lr=1.1448e-03) (hash(x)=94690431)
|
| 240 |
+
1980 train 4.113525 (lr=1.1397e-03) (hash(x)=88153756)
|
| 241 |
+
1990 train 4.167477 (lr=1.1345e-03) (hash(x)=77195688)
|
| 242 |
+
2000 val loss 4.3038
|
| 243 |
+
2000 val perplexity 73.9823
|
| 244 |
+
2000 train 4.272132 (lr=1.1294e-03) (hash(x)=81308591)
|
| 245 |
+
2010 train 4.315694 (lr=1.1242e-03) (hash(x)=80205479)
|
| 246 |
+
2020 train 4.232471 (lr=1.1190e-03) (hash(x)=81008704)
|
| 247 |
+
2030 train 4.298613 (lr=1.1138e-03) (hash(x)=82914358)
|
| 248 |
+
2040 train 4.306230 (lr=1.1085e-03) (hash(x)=88064399)
|
| 249 |
+
2050 train 4.311451 (lr=1.1032e-03) (hash(x)=82889390)
|
| 250 |
+
2060 train 4.387699 (lr=1.0980e-03) (hash(x)=80913554)
|
| 251 |
+
2070 train 4.232565 (lr=1.0926e-03) (hash(x)=78121791)
|
| 252 |
+
2080 train 4.361650 (lr=1.0873e-03) (hash(x)=75356657)
|
| 253 |
+
2090 train 4.185152 (lr=1.0820e-03) (hash(x)=74048412)
|
| 254 |
+
2100 val loss 4.2817
|
| 255 |
+
2100 val perplexity 72.3637
|
| 256 |
+
2100 train 4.107095 (lr=1.0766e-03) (hash(x)=68928225)
|
| 257 |
+
2110 train 4.157742 (lr=1.0712e-03) (hash(x)=93734745)
|
| 258 |
+
2120 train 4.150732 (lr=1.0658e-03) (hash(x)=72878164)
|
| 259 |
+
2130 train 4.280064 (lr=1.0604e-03) (hash(x)=71508226)
|
| 260 |
+
2140 train 4.242207 (lr=1.0550e-03) (hash(x)=84168671)
|
| 261 |
+
2150 train 4.179171 (lr=1.0495e-03) (hash(x)=74673639)
|
| 262 |
+
2160 train 4.325368 (lr=1.0440e-03) (hash(x)=75470031)
|
| 263 |
+
2170 train 4.284217 (lr=1.0385e-03) (hash(x)=74307890)
|
| 264 |
+
2180 train 4.391325 (lr=1.0330e-03) (hash(x)=77214245)
|
| 265 |
+
2190 train 4.178585 (lr=1.0275e-03) (hash(x)=88628359)
|
| 266 |
+
2200 val loss 4.2648
|
| 267 |
+
2200 val perplexity 71.1485
|
| 268 |
+
2200 train 4.202308 (lr=1.0220e-03) (hash(x)=74779126)
|
| 269 |
+
2210 train 4.232403 (lr=1.0164e-03) (hash(x)=79817976)
|
| 270 |
+
2220 train 4.188246 (lr=1.0109e-03) (hash(x)=75258996)
|
| 271 |
+
2230 train 4.161020 (lr=1.0053e-03) (hash(x)=88164047)
|
| 272 |
+
2240 train 4.143344 (lr=9.9970e-04) (hash(x)=78580686)
|
| 273 |
+
2250 train 4.085512 (lr=9.9410e-04) (hash(x)=76510617)
|
| 274 |
+
2260 train 4.165926 (lr=9.8848e-04) (hash(x)=76043966)
|
| 275 |
+
2270 train 4.139482 (lr=9.8286e-04) (hash(x)=73062098)
|
| 276 |
+
2280 train 4.368248 (lr=9.7722e-04) (hash(x)=81885909)
|
| 277 |
+
2290 train 4.295055 (lr=9.7157e-04) (hash(x)=81481741)
|
| 278 |
+
2300 val loss 4.2408
|
| 279 |
+
2300 val perplexity 69.4627
|
| 280 |
+
2300 train 4.160977 (lr=9.6591e-04) (hash(x)=82104275)
|
| 281 |
+
2310 train 4.210849 (lr=9.6024e-04) (hash(x)=82137309)
|
| 282 |
+
2320 train 4.193648 (lr=9.5455e-04) (hash(x)=86741167)
|
| 283 |
+
2330 train 4.210475 (lr=9.4886e-04) (hash(x)=84796263)
|
| 284 |
+
2340 train 4.172543 (lr=9.4316e-04) (hash(x)=169966529)
|
| 285 |
+
2350 train 4.050961 (lr=9.3745e-04) (hash(x)=80006061)
|
| 286 |
+
2360 train 4.115921 (lr=9.3174e-04) (hash(x)=71090999)
|
| 287 |
+
2370 train 4.240656 (lr=9.2601e-04) (hash(x)=86641850)
|
| 288 |
+
2380 train 4.138200 (lr=9.2028e-04) (hash(x)=84573253)
|
| 289 |
+
2390 train 4.168169 (lr=9.1454e-04) (hash(x)=74483764)
|
| 290 |
+
2400 val loss 4.2350
|
| 291 |
+
2400 val perplexity 69.0619
|
| 292 |
+
2400 train 4.143218 (lr=9.0880e-04) (hash(x)=78327659)
|
| 293 |
+
2410 train 4.209142 (lr=9.0304e-04) (hash(x)=77273627)
|
| 294 |
+
2420 train 4.069314 (lr=8.9729e-04) (hash(x)=76938049)
|
| 295 |
+
2430 train 4.082942 (lr=8.9152e-04) (hash(x)=98449442)
|
| 296 |
+
2440 train 3.937424 (lr=8.8575e-04) (hash(x)=78157797)
|
| 297 |
+
2450 train 3.980594 (lr=8.7998e-04) (hash(x)=80637582)
|
| 298 |
+
2460 train 3.977829 (lr=8.7420e-04) (hash(x)=80023854)
|
| 299 |
+
2470 train 4.033025 (lr=8.6842e-04) (hash(x)=86678884)
|
| 300 |
+
2480 train 4.256807 (lr=8.6264e-04) (hash(x)=84086469)
|
| 301 |
+
2490 train 4.271472 (lr=8.5685e-04) (hash(x)=83131141)
|
| 302 |
+
2500 val loss 4.2121
|
| 303 |
+
2500 val perplexity 67.4955
|
| 304 |
+
2500 train 4.196254 (lr=8.5107e-04) (hash(x)=82583497)
|
| 305 |
+
2510 train 4.249238 (lr=8.4528e-04) (hash(x)=79164326)
|
| 306 |
+
2520 train 4.160680 (lr=8.3948e-04) (hash(x)=76456503)
|
| 307 |
+
2530 train 4.215426 (lr=8.3369e-04) (hash(x)=82001228)
|
| 308 |
+
2540 train 4.253792 (lr=8.2790e-04) (hash(x)=75615595)
|
| 309 |
+
2550 train 4.201610 (lr=8.2210e-04) (hash(x)=78397869)
|
| 310 |
+
2560 train 4.205235 (lr=8.1631e-04) (hash(x)=75547032)
|
| 311 |
+
2570 train 4.110967 (lr=8.1052e-04) (hash(x)=89201025)
|
| 312 |
+
2580 train 4.101588 (lr=8.0472e-04) (hash(x)=89856704)
|
| 313 |
+
2590 train 4.104813 (lr=7.9893e-04) (hash(x)=82175682)
|
| 314 |
+
2600 val loss 4.1966
|
| 315 |
+
2600 val perplexity 66.4626
|
| 316 |
+
2600 train 4.119221 (lr=7.9315e-04) (hash(x)=78312826)
|
| 317 |
+
2610 train 4.105620 (lr=7.8736e-04) (hash(x)=77066588)
|
| 318 |
+
2620 train 3.948243 (lr=7.8158e-04) (hash(x)=78666061)
|
| 319 |
+
2630 train 3.947694 (lr=7.7580e-04) (hash(x)=93762143)
|
| 320 |
+
2640 train 3.970228 (lr=7.7002e-04) (hash(x)=83191587)
|
| 321 |
+
2650 train 3.884363 (lr=7.6425e-04) (hash(x)=87169585)
|
| 322 |
+
2660 train 4.106050 (lr=7.5848e-04) (hash(x)=86426388)
|
| 323 |
+
2670 train 4.241434 (lr=7.5271e-04) (hash(x)=76692638)
|
| 324 |
+
2680 train 4.161576 (lr=7.4696e-04) (hash(x)=77446063)
|
| 325 |
+
2690 train 4.161252 (lr=7.4120e-04) (hash(x)=79809050)
|
| 326 |
+
2700 val loss 4.1928
|
| 327 |
+
2700 val perplexity 66.2078
|
| 328 |
+
2700 train 4.088799 (lr=7.3546e-04) (hash(x)=83116823)
|
| 329 |
+
2710 train 4.201213 (lr=7.2972e-04) (hash(x)=75622148)
|
| 330 |
+
2720 train 4.128744 (lr=7.2399e-04) (hash(x)=80690512)
|
| 331 |
+
2730 train 4.198697 (lr=7.1826e-04) (hash(x)=78009984)
|
| 332 |
+
2740 train 4.151336 (lr=7.1255e-04) (hash(x)=74205488)
|
| 333 |
+
2750 train 4.153377 (lr=7.0684e-04) (hash(x)=91013332)
|
| 334 |
+
2760 train 4.079216 (lr=7.0114e-04) (hash(x)=76954961)
|
| 335 |
+
2770 train 4.079950 (lr=6.9545e-04) (hash(x)=79390317)
|
| 336 |
+
2780 train 3.949634 (lr=6.8976e-04) (hash(x)=70168783)
|
| 337 |
+
2790 train 4.113686 (lr=6.8409e-04) (hash(x)=76028417)
|
| 338 |
+
2800 val loss 4.1722
|
| 339 |
+
2800 val perplexity 64.8558
|
| 340 |
+
2800 train 3.942339 (lr=6.7843e-04) (hash(x)=77656050)
|
| 341 |
+
2810 train 3.991017 (lr=6.7278e-04) (hash(x)=94248216)
|
| 342 |
+
2820 train 4.055126 (lr=6.6714e-04) (hash(x)=78305078)
|
| 343 |
+
2830 train 3.969747 (lr=6.6152e-04) (hash(x)=79948848)
|
| 344 |
+
2840 train 3.841772 (lr=6.5590e-04) (hash(x)=85341024)
|
| 345 |
+
2850 train 4.145309 (lr=6.5030e-04) (hash(x)=78735170)
|
| 346 |
+
2860 train 4.390820 (lr=6.4471e-04) (hash(x)=71616419)
|
| 347 |
+
2870 train 4.167860 (lr=6.3913e-04) (hash(x)=78656517)
|
| 348 |
+
2880 train 4.179040 (lr=6.3357e-04) (hash(x)=80073987)
|
| 349 |
+
2890 train 4.105946 (lr=6.2802e-04) (hash(x)=76894809)
|
| 350 |
+
2900 val loss 4.1507
|
| 351 |
+
2900 val perplexity 63.4758
|
| 352 |
+
2900 train 4.089047 (lr=6.2248e-04) (hash(x)=80499838)
|
| 353 |
+
2910 train 4.134538 (lr=6.1696e-04) (hash(x)=72673354)
|
| 354 |
+
2920 train 4.113180 (lr=6.1146e-04) (hash(x)=84265768)
|
| 355 |
+
2930 train 4.144595 (lr=6.0597e-04) (hash(x)=79612060)
|
| 356 |
+
2940 train 4.004796 (lr=6.0050e-04) (hash(x)=74970087)
|
| 357 |
+
2950 train 4.156507 (lr=5.9504e-04) (hash(x)=84166818)
|
| 358 |
+
2960 train 4.143835 (lr=5.8961e-04) (hash(x)=89410221)
|
| 359 |
+
2970 train 4.084720 (lr=5.8418e-04) (hash(x)=75672566)
|
| 360 |
+
2980 train 3.947438 (lr=5.7878e-04) (hash(x)=81760314)
|
| 361 |
+
2990 train 3.922724 (lr=5.7339e-04) (hash(x)=80605200)
|
| 362 |
+
3000 val loss 4.1521
|
| 363 |
+
3000 val perplexity 63.5671
|
| 364 |
+
3000 train 3.909436 (lr=5.6803e-04) (hash(x)=83804735)
|
| 365 |
+
3010 train 3.843107 (lr=5.6268e-04) (hash(x)=77015303)
|
| 366 |
+
3020 train 3.911096 (lr=5.5735e-04) (hash(x)=81464523)
|
| 367 |
+
3030 train 4.102357 (lr=5.5204e-04) (hash(x)=80168230)
|
| 368 |
+
3040 train 4.049564 (lr=5.4675e-04) (hash(x)=84817006)
|
| 369 |
+
3050 train 4.158447 (lr=5.4148e-04) (hash(x)=71601811)
|
| 370 |
+
3060 train 4.073994 (lr=5.3624e-04) (hash(x)=85499733)
|
| 371 |
+
3070 train 4.127561 (lr=5.3101e-04) (hash(x)=78670408)
|
| 372 |
+
3080 train 4.021262 (lr=5.2581e-04) (hash(x)=77120468)
|
| 373 |
+
3090 train 4.129619 (lr=5.2062e-04) (hash(x)=77927426)
|
| 374 |
+
3100 val loss 4.1320
|
| 375 |
+
3100 val perplexity 62.3038
|
| 376 |
+
3100 train 4.142215 (lr=5.1546e-04) (hash(x)=83998606)
|
| 377 |
+
3110 train 4.043350 (lr=5.1033e-04) (hash(x)=77990218)
|
| 378 |
+
3120 train 3.956764 (lr=5.0521e-04) (hash(x)=81623970)
|
| 379 |
+
3130 train 3.930210 (lr=5.0012e-04) (hash(x)=75014781)
|
| 380 |
+
3140 train 3.984820 (lr=4.9505e-04) (hash(x)=72591250)
|
| 381 |
+
3150 train 4.000894 (lr=4.9001e-04) (hash(x)=81421847)
|
| 382 |
+
3160 train 4.049676 (lr=4.8499e-04) (hash(x)=75112631)
|
| 383 |
+
3170 train 4.148863 (lr=4.8000e-04) (hash(x)=87518033)
|
| 384 |
+
3180 train 3.981578 (lr=4.7503e-04) (hash(x)=78648348)
|
| 385 |
+
3190 train 4.112570 (lr=4.7009e-04) (hash(x)=78270029)
|
| 386 |
+
3200 val loss 4.1136
|
| 387 |
+
3200 val perplexity 61.1637
|
| 388 |
+
3200 train 4.185241 (lr=4.6518e-04) (hash(x)=83380714)
|
| 389 |
+
3210 train 4.365189 (lr=4.6029e-04) (hash(x)=67804991)
|
| 390 |
+
3220 train 4.099415 (lr=4.5543e-04) (hash(x)=76968804)
|
| 391 |
+
3230 train 4.034735 (lr=4.5059e-04) (hash(x)=75798670)
|
| 392 |
+
3240 train 4.107241 (lr=4.4579e-04) (hash(x)=83192811)
|
| 393 |
+
3250 train 4.048763 (lr=4.4101e-04) (hash(x)=81659789)
|
| 394 |
+
3260 train 4.081182 (lr=4.3626e-04) (hash(x)=80622502)
|
| 395 |
+
3270 train 4.055993 (lr=4.3153e-04) (hash(x)=85436511)
|
| 396 |
+
3280 train 4.001787 (lr=4.2684e-04) (hash(x)=80589180)
|
| 397 |
+
3290 train 4.142225 (lr=4.2218e-04) (hash(x)=85747193)
|
| 398 |
+
3300 val loss 4.1081
|
| 399 |
+
3300 val perplexity 60.8290
|
| 400 |
+
3300 train 4.002334 (lr=4.1754e-04) (hash(x)=74635692)
|
| 401 |
+
3310 train 3.989581 (lr=4.1294e-04) (hash(x)=82045455)
|
| 402 |
+
3320 train 3.865089 (lr=4.0836e-04) (hash(x)=73249173)
|
| 403 |
+
3330 train 3.821280 (lr=4.0382e-04) (hash(x)=71492338)
|
| 404 |
+
3340 train 4.158810 (lr=3.9931e-04) (hash(x)=76374071)
|
| 405 |
+
3350 train 4.121274 (lr=3.9483e-04) (hash(x)=80474064)
|
| 406 |
+
3360 train 4.038265 (lr=3.9038e-04) (hash(x)=84390892)
|
| 407 |
+
3370 train 4.087763 (lr=3.8596e-04) (hash(x)=83399949)
|
| 408 |
+
3380 train 4.131597 (lr=3.8158e-04) (hash(x)=77648059)
|
| 409 |
+
3390 train 4.104954 (lr=3.7723e-04) (hash(x)=80152701)
|
| 410 |
+
3400 val loss 4.0885
|
| 411 |
+
3400 val perplexity 59.6481
|
| 412 |
+
3400 train 4.151741 (lr=3.7291e-04) (hash(x)=81952545)
|
| 413 |
+
3410 train 4.114931 (lr=3.6862e-04) (hash(x)=80908993)
|
| 414 |
+
3420 train 4.152986 (lr=3.6437e-04) (hash(x)=79610037)
|
| 415 |
+
3430 train 4.022924 (lr=3.6015e-04) (hash(x)=87624382)
|
| 416 |
+
3440 train 4.078052 (lr=3.5597e-04) (hash(x)=82336381)
|
| 417 |
+
3450 train 4.054916 (lr=3.5182e-04) (hash(x)=87687835)
|
| 418 |
+
3460 train 4.055671 (lr=3.4770e-04) (hash(x)=76376135)
|
| 419 |
+
3470 train 3.967362 (lr=3.4362e-04) (hash(x)=79331391)
|
| 420 |
+
3480 train 3.880614 (lr=3.3958e-04) (hash(x)=107002681)
|
| 421 |
+
3490 train 3.955560 (lr=3.3557e-04) (hash(x)=77465514)
|
| 422 |
+
3500 val loss 4.0854
|
| 423 |
+
3500 val perplexity 59.4684
|
| 424 |
+
3500 train 3.920421 (lr=3.3160e-04) (hash(x)=88237229)
|
| 425 |
+
3510 train 3.990474 (lr=3.2766e-04) (hash(x)=81011739)
|
| 426 |
+
3520 train 4.042212 (lr=3.2377e-04) (hash(x)=64643427)
|
| 427 |
+
3530 train 4.301577 (lr=3.1990e-04) (hash(x)=78029539)
|
| 428 |
+
3540 train 4.150437 (lr=3.1608e-04) (hash(x)=83188968)
|
| 429 |
+
3550 train 4.168146 (lr=3.1229e-04) (hash(x)=86104185)
|
| 430 |
+
3560 train 4.090512 (lr=3.0854e-04) (hash(x)=81993629)
|
| 431 |
+
3570 train 4.066632 (lr=3.0483e-04) (hash(x)=72719368)
|
| 432 |
+
3580 train 4.078227 (lr=3.0116e-04) (hash(x)=90091487)
|
| 433 |
+
3590 train 3.963018 (lr=2.9752e-04) (hash(x)=77393152)
|
| 434 |
+
3600 val loss 4.0676
|
| 435 |
+
3600 val perplexity 58.4164
|
| 436 |
+
3600 train 4.070786 (lr=2.9393e-04) (hash(x)=73103504)
|
| 437 |
+
3610 train 4.073221 (lr=2.9037e-04) (hash(x)=84429400)
|
| 438 |
+
3620 train 4.048222 (lr=2.8685e-04) (hash(x)=77021795)
|
| 439 |
+
3630 train 3.998981 (lr=2.8337e-04) (hash(x)=92830605)
|
| 440 |
+
3640 train 4.194371 (lr=2.7994e-04) (hash(x)=78313175)
|
| 441 |
+
3650 train 3.993938 (lr=2.7654e-04) (hash(x)=85395549)
|
| 442 |
+
3660 train 3.793330 (lr=2.7318e-04) (hash(x)=78114459)
|
| 443 |
+
3670 train 3.919963 (lr=2.6987e-04) (hash(x)=74968316)
|
| 444 |
+
3680 train 3.848638 (lr=2.6659e-04) (hash(x)=73358737)
|
| 445 |
+
3690 train 3.953099 (lr=2.6336e-04) (hash(x)=76399442)
|
| 446 |
+
3700 val loss 4.0699
|
| 447 |
+
3700 val perplexity 58.5501
|
| 448 |
+
3700 train 3.953761 (lr=2.6016e-04) (hash(x)=74039273)
|
| 449 |
+
3710 train 4.130785 (lr=2.5701e-04) (hash(x)=79299680)
|
| 450 |
+
3720 train 4.050108 (lr=2.5390e-04) (hash(x)=94701498)
|
| 451 |
+
3730 train 4.123174 (lr=2.5083e-04) (hash(x)=75352071)
|
| 452 |
+
3740 train 4.003727 (lr=2.4781e-04) (hash(x)=77909487)
|
| 453 |
+
3750 train 4.104887 (lr=2.4483e-04) (hash(x)=73986730)
|
| 454 |
+
3760 train 4.062451 (lr=2.4189e-04) (hash(x)=79325763)
|
| 455 |
+
3770 train 4.113098 (lr=2.3899e-04) (hash(x)=72457818)
|
| 456 |
+
3780 train 4.249071 (lr=2.3614e-04) (hash(x)=71775590)
|
| 457 |
+
3790 train 4.131860 (lr=2.3333e-04) (hash(x)=82638943)
|
| 458 |
+
3800 val loss 4.0532
|
| 459 |
+
3800 val perplexity 57.5820
|
| 460 |
+
3800 train 4.102822 (lr=2.3056e-04) (hash(x)=79965893)
|
| 461 |
+
3810 train 4.040622 (lr=2.2784e-04) (hash(x)=72598235)
|
| 462 |
+
3820 train 4.020828 (lr=2.2516e-04) (hash(x)=83113889)
|
| 463 |
+
3830 train 4.083835 (lr=2.2252e-04) (hash(x)=74434590)
|
| 464 |
+
3840 train 4.001180 (lr=2.1993e-04) (hash(x)=82860348)
|
| 465 |
+
3850 train 3.935466 (lr=2.1739e-04) (hash(x)=78067565)
|
| 466 |
+
3860 train 4.006458 (lr=2.1488e-04) (hash(x)=82592498)
|
| 467 |
+
3870 train 3.938233 (lr=2.1243e-04) (hash(x)=81820733)
|
| 468 |
+
3880 train 3.957686 (lr=2.1002e-04) (hash(x)=87709040)
|
| 469 |
+
3890 train 4.002182 (lr=2.0765e-04) (hash(x)=70379093)
|
| 470 |
+
3900 val loss 4.0471
|
| 471 |
+
3900 val perplexity 57.2291
|
| 472 |
+
3900 train 4.125259 (lr=2.0533e-04) (hash(x)=76597431)
|
| 473 |
+
3910 train 4.010365 (lr=2.0306e-04) (hash(x)=90490716)
|
| 474 |
+
3920 train 4.112679 (lr=2.0083e-04) (hash(x)=81970659)
|
| 475 |
+
3930 train 4.097351 (lr=1.9865e-04) (hash(x)=81496334)
|
| 476 |
+
3940 train 4.071361 (lr=1.9651e-04) (hash(x)=75717605)
|
| 477 |
+
3950 train 4.020153 (lr=1.9442e-04) (hash(x)=82749357)
|
| 478 |
+
3960 train 4.046355 (lr=1.9238e-04) (hash(x)=89355157)
|
| 479 |
+
3970 train 4.008465 (lr=1.9038e-04) (hash(x)=78980403)
|
| 480 |
+
3980 train 3.977622 (lr=1.8843e-04) (hash(x)=76627217)
|
| 481 |
+
3990 train 3.976734 (lr=1.8652e-04) (hash(x)=72412879)
|
| 482 |
+
4000 val loss 4.0427
|
| 483 |
+
4000 val perplexity 56.9802
|
| 484 |
+
4000 train 3.990011 (lr=1.8467e-04) (hash(x)=83018142)
|
| 485 |
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4010 train 4.000363 (lr=1.8286e-04) (hash(x)=81272436)
|
| 486 |
+
4020 train 3.934374 (lr=1.8110e-04) (hash(x)=85497482)
|
| 487 |
+
4030 train 4.010159 (lr=1.7938e-04) (hash(x)=85241734)
|
| 488 |
+
4040 train 3.978693 (lr=1.7771e-04) (hash(x)=77925307)
|
| 489 |
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4050 train 3.970547 (lr=1.7610e-04) (hash(x)=84826179)
|
| 490 |
+
4060 train 4.039222 (lr=1.7452e-04) (hash(x)=83606764)
|
| 491 |
+
4070 train 3.947942 (lr=1.7300e-04) (hash(x)=80567590)
|
| 492 |
+
4080 train 3.994195 (lr=1.7152e-04) (hash(x)=76860998)
|
| 493 |
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4090 train 4.032157 (lr=1.7010e-04) (hash(x)=74902328)
|
| 494 |
+
4100 val loss 4.0322
|
| 495 |
+
4100 val perplexity 56.3868
|
| 496 |
+
4100 train 4.074505 (lr=1.6872e-04) (hash(x)=82832041)
|
| 497 |
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4110 train 3.956889 (lr=1.6739e-04) (hash(x)=79143262)
|
| 498 |
+
4120 train 3.977154 (lr=1.6610e-04) (hash(x)=77038149)
|
| 499 |
+
4130 train 4.165465 (lr=1.6487e-04) (hash(x)=86339074)
|
| 500 |
+
4140 train 4.231615 (lr=1.6369e-04) (hash(x)=76686216)
|
| 501 |
+
4150 train 4.006955 (lr=1.6255e-04) (hash(x)=70522682)
|
| 502 |
+
4160 train 3.966703 (lr=1.6146e-04) (hash(x)=90958555)
|
| 503 |
+
4170 train 3.998724 (lr=1.6042e-04) (hash(x)=91463532)
|
| 504 |
+
4180 train 3.983728 (lr=1.5943e-04) (hash(x)=81959329)
|
| 505 |
+
4190 train 3.947684 (lr=1.5849e-04) (hash(x)=83146752)
|
| 506 |
+
4200 val loss 4.0345
|
| 507 |
+
4200 val perplexity 56.5142
|
| 508 |
+
4200 train 3.927823 (lr=1.5760e-04) (hash(x)=78361715)
|
| 509 |
+
4210 train 4.076822 (lr=1.5676e-04) (hash(x)=87364889)
|
| 510 |
+
4220 train 3.926729 (lr=1.5597e-04) (hash(x)=70465156)
|
| 511 |
+
4230 train 4.085226 (lr=1.5522e-04) (hash(x)=84524081)
|
| 512 |
+
4240 train 4.041117 (lr=1.5453e-04) (hash(x)=77824868)
|
| 513 |
+
4250 train 4.053056 (lr=1.5388e-04) (hash(x)=81710711)
|
| 514 |
+
4260 train 4.028132 (lr=1.5329e-04) (hash(x)=76362728)
|
| 515 |
+
4270 train 4.016611 (lr=1.5274e-04) (hash(x)=83115208)
|
| 516 |
+
4280 train 3.932349 (lr=1.5224e-04) (hash(x)=87218314)
|
| 517 |
+
4290 train 4.088923 (lr=1.5180e-04) (hash(x)=74582673)
|
| 518 |
+
4300 val loss 4.0294
|
| 519 |
+
4300 val perplexity 56.2287
|
| 520 |
+
4300 train 3.971585 (lr=1.5140e-04) (hash(x)=77379615)
|
| 521 |
+
4310 train 3.944555 (lr=1.5105e-04) (hash(x)=78669579)
|
| 522 |
+
4320 train 4.064184 (lr=1.5075e-04) (hash(x)=83066608)
|
| 523 |
+
4330 train 4.027389 (lr=1.5050e-04) (hash(x)=83037340)
|
| 524 |
+
4340 train 4.064446 (lr=1.5030e-04) (hash(x)=82849771)
|
| 525 |
+
4350 train 4.001035 (lr=1.5016e-04) (hash(x)=76693985)
|
| 526 |
+
4360 train 4.088914 (lr=1.5006e-04) (hash(x)=77745394)
|
| 527 |
+
4370 train 4.052715 (lr=1.5001e-04) (hash(x)=79954388)
|
| 528 |
+
4374 val loss 4.0237
|
| 529 |
+
4374 val perplexity 55.9062
|
12_mini_head_one_mask_per_head_1_latent_mask_halved_lr/model_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:90f9ad6bd1bb899942de2335b938a180b28b675cbfb93c61ed97b6f8cf90c07f
|
| 3 |
+
size 97706354
|
12_mini_head_one_mask_per_head_1_latent_mask_halved_lr/optimizer_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2f854081622ea057b0b1f0f2a92637572db850e9e25ed7340c48995ba6168014
|
| 3 |
+
size 189135414
|