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Browse files- 12_head_baseline_lr_12e-4_head_dim_22_fixed/args.json +1 -0
- 12_head_baseline_lr_12e-4_head_dim_22_fixed/dataloader_04374.pt +3 -0
- 12_head_baseline_lr_12e-4_head_dim_22_fixed/log2.txt +529 -0
- 12_head_baseline_lr_12e-4_head_dim_22_fixed/model_04374.pt +3 -0
- 12_head_baseline_lr_12e-4_head_dim_22_fixed/optimizer_04374.pt +3 -0
12_head_baseline_lr_12e-4_head_dim_22_fixed/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "logs/repro_selective_pattern_rankings/12_head_baseline_lr_12e-4_head_dim_22_fixed", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 12, "n_embd": 264, "head_dim": 22, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": 4375, "warmup_steps": 250, "group": "repro_selective_pattern_rankings", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1339, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": true, "use_mini_model": false, "upload_to_hf": true, "seq_len": 256, "batch_size": 64, "total_batch_size": 131072, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "n_latent_masks": null, "mask_layernorm": false, "residual_attention_masks": false, "compute_base_shapes": false, "base_shapes_savefile": null, "mup": true, "disable_selection": false, "mup_enable_coord_check_logging": false, "max_lr": 0.0012, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "12_head_baseline_lr_12e-4_fixed"}
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12_head_baseline_lr_12e-4_head_dim_22_fixed/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_baseline_lr_12e-4_head_dim_22_fixed/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 11.4043
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| 3 |
+
0 val perplexity 89707.0391
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| 4 |
+
0 train 11.388923 (lr=1.6783e-06) (hash(x)=93356070)
|
| 5 |
+
10 train 10.320988 (lr=1.8462e-05) (hash(x)=91253010)
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| 6 |
+
20 train 9.859467 (lr=3.5245e-05) (hash(x)=74934453)
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| 7 |
+
30 train 9.540303 (lr=5.2028e-05) (hash(x)=79278034)
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| 8 |
+
40 train 9.044521 (lr=6.8811e-05) (hash(x)=80107892)
|
| 9 |
+
50 train 8.542803 (lr=8.5594e-05) (hash(x)=70745428)
|
| 10 |
+
60 train 8.178747 (lr=1.0238e-04) (hash(x)=80077589)
|
| 11 |
+
70 train 7.689917 (lr=1.1916e-04) (hash(x)=76213766)
|
| 12 |
+
80 train 7.646315 (lr=1.3594e-04) (hash(x)=83218328)
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| 13 |
+
90 train 7.497573 (lr=1.5273e-04) (hash(x)=74855845)
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| 14 |
+
100 val loss 7.4277
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| 15 |
+
100 val perplexity 1681.8641
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| 16 |
+
100 train 7.280364 (lr=1.6951e-04) (hash(x)=82814902)
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| 17 |
+
110 train 7.220215 (lr=1.8629e-04) (hash(x)=84907741)
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| 18 |
+
120 train 7.099597 (lr=2.0308e-04) (hash(x)=82613223)
|
| 19 |
+
130 train 6.941185 (lr=2.1986e-04) (hash(x)=83540876)
|
| 20 |
+
140 train 6.887495 (lr=2.3664e-04) (hash(x)=75095216)
|
| 21 |
+
150 train 6.937623 (lr=2.5343e-04) (hash(x)=97190944)
|
| 22 |
+
160 train 6.826200 (lr=2.7021e-04) (hash(x)=82117809)
|
| 23 |
+
170 train 6.760761 (lr=2.8699e-04) (hash(x)=70514724)
|
| 24 |
+
180 train 6.650165 (lr=3.0378e-04) (hash(x)=81029624)
|
| 25 |
+
190 train 6.568184 (lr=3.2056e-04) (hash(x)=78996841)
|
| 26 |
+
200 val loss 6.4945
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| 27 |
+
200 val perplexity 661.4639
|
| 28 |
+
200 train 6.500025 (lr=3.3734e-04) (hash(x)=79845097)
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| 29 |
+
210 train 6.370492 (lr=3.5413e-04) (hash(x)=78997683)
|
| 30 |
+
220 train 6.296419 (lr=3.7091e-04) (hash(x)=74895865)
|
| 31 |
+
230 train 6.440056 (lr=3.8769e-04) (hash(x)=80933276)
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| 32 |
+
240 train 6.162028 (lr=4.0448e-04) (hash(x)=77664606)
|
| 33 |
+
250 train 6.180106 (lr=4.2126e-04) (hash(x)=75903930)
|
| 34 |
+
260 train 6.073304 (lr=4.3804e-04) (hash(x)=82996853)
|
| 35 |
+
270 train 6.003132 (lr=4.5483e-04) (hash(x)=73269568)
|
| 36 |
+
280 train 5.939777 (lr=4.7161e-04) (hash(x)=82906427)
|
| 37 |
+
290 train 5.858984 (lr=4.8839e-04) (hash(x)=71797895)
|
| 38 |
+
300 val loss 5.9987
|
| 39 |
+
300 val perplexity 402.8957
|
| 40 |
+
300 train 5.724561 (lr=5.0517e-04) (hash(x)=85232249)
|
| 41 |
+
310 train 5.669612 (lr=5.2196e-04) (hash(x)=75252489)
|
| 42 |
+
320 train 5.742350 (lr=5.3874e-04) (hash(x)=74394644)
|
| 43 |
+
330 train 5.832599 (lr=5.5552e-04) (hash(x)=82772910)
|
| 44 |
+
340 train 5.861310 (lr=5.7231e-04) (hash(x)=81627464)
|
| 45 |
+
350 train 5.852623 (lr=5.8909e-04) (hash(x)=84678053)
|
| 46 |
+
360 train 5.786205 (lr=6.0587e-04) (hash(x)=81884128)
|
| 47 |
+
370 train 5.791491 (lr=6.2266e-04) (hash(x)=76379242)
|
| 48 |
+
380 train 5.575869 (lr=6.3944e-04) (hash(x)=98182875)
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| 49 |
+
390 train 5.573097 (lr=6.5622e-04) (hash(x)=79710436)
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| 50 |
+
400 val loss 5.6129
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| 51 |
+
400 val perplexity 273.9472
|
| 52 |
+
400 train 5.560454 (lr=6.7301e-04) (hash(x)=79841071)
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| 53 |
+
410 train 5.498624 (lr=6.8979e-04) (hash(x)=75844151)
|
| 54 |
+
420 train 5.502224 (lr=7.0657e-04) (hash(x)=73125036)
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| 55 |
+
430 train 5.537268 (lr=7.2336e-04) (hash(x)=84214858)
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| 56 |
+
440 train 5.426658 (lr=7.4014e-04) (hash(x)=80456994)
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| 57 |
+
450 train 5.398307 (lr=7.5692e-04) (hash(x)=76735962)
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| 58 |
+
460 train 5.320539 (lr=7.7371e-04) (hash(x)=81845446)
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| 59 |
+
470 train 5.131890 (lr=7.9049e-04) (hash(x)=76094689)
|
| 60 |
+
480 train 5.265275 (lr=8.0727e-04) (hash(x)=83806686)
|
| 61 |
+
490 train 5.078186 (lr=8.2406e-04) (hash(x)=84690227)
|
| 62 |
+
500 val loss 5.4126
|
| 63 |
+
500 val perplexity 224.2126
|
| 64 |
+
500 train 5.166617 (lr=8.4084e-04) (hash(x)=71851938)
|
| 65 |
+
510 train 5.247060 (lr=8.5762e-04) (hash(x)=77159346)
|
| 66 |
+
520 train 5.314418 (lr=8.7441e-04) (hash(x)=80755753)
|
| 67 |
+
530 train 5.409760 (lr=8.9119e-04) (hash(x)=75379679)
|
| 68 |
+
540 train 5.321963 (lr=9.0797e-04) (hash(x)=82458619)
|
| 69 |
+
550 train 5.298475 (lr=9.2476e-04) (hash(x)=86366396)
|
| 70 |
+
560 train 5.299356 (lr=9.4154e-04) (hash(x)=85095044)
|
| 71 |
+
570 train 5.267879 (lr=9.5832e-04) (hash(x)=78385159)
|
| 72 |
+
580 train 5.219580 (lr=9.7510e-04) (hash(x)=79342394)
|
| 73 |
+
590 train 5.229352 (lr=9.9189e-04) (hash(x)=70782192)
|
| 74 |
+
600 val loss 5.2261
|
| 75 |
+
600 val perplexity 186.0681
|
| 76 |
+
600 train 5.205407 (lr=1.0087e-03) (hash(x)=76130353)
|
| 77 |
+
610 train 5.107973 (lr=1.0255e-03) (hash(x)=74778440)
|
| 78 |
+
620 train 5.091714 (lr=1.0422e-03) (hash(x)=79129709)
|
| 79 |
+
630 train 4.987134 (lr=1.0590e-03) (hash(x)=76469962)
|
| 80 |
+
640 train 4.985141 (lr=1.0758e-03) (hash(x)=78288049)
|
| 81 |
+
650 train 4.945765 (lr=1.0926e-03) (hash(x)=76641388)
|
| 82 |
+
660 train 4.876579 (lr=1.1094e-03) (hash(x)=75937906)
|
| 83 |
+
670 train 4.866247 (lr=1.1262e-03) (hash(x)=74807157)
|
| 84 |
+
680 train 4.776150 (lr=1.1429e-03) (hash(x)=77490144)
|
| 85 |
+
690 train 4.803900 (lr=1.1597e-03) (hash(x)=72900124)
|
| 86 |
+
700 val loss 5.0819
|
| 87 |
+
700 val perplexity 161.0775
|
| 88 |
+
700 train 4.768158 (lr=1.1765e-03) (hash(x)=73424218)
|
| 89 |
+
710 train 5.090592 (lr=1.1933e-03) (hash(x)=86052345)
|
| 90 |
+
720 train 5.024864 (lr=1.2000e-03) (hash(x)=77462613)
|
| 91 |
+
730 train 5.027158 (lr=1.2000e-03) (hash(x)=79027471)
|
| 92 |
+
740 train 4.985702 (lr=1.1999e-03) (hash(x)=78149992)
|
| 93 |
+
750 train 4.951528 (lr=1.1998e-03) (hash(x)=89147499)
|
| 94 |
+
760 train 4.957899 (lr=1.1996e-03) (hash(x)=74931538)
|
| 95 |
+
770 train 4.900444 (lr=1.1994e-03) (hash(x)=89648204)
|
| 96 |
+
780 train 4.956250 (lr=1.1992e-03) (hash(x)=83708293)
|
| 97 |
+
790 train 4.969097 (lr=1.1989e-03) (hash(x)=84336512)
|
| 98 |
+
800 val loss 4.9148
|
| 99 |
+
800 val perplexity 136.2895
|
| 100 |
+
800 train 4.834459 (lr=1.1986e-03) (hash(x)=75025285)
|
| 101 |
+
810 train 4.760211 (lr=1.1982e-03) (hash(x)=79436536)
|
| 102 |
+
820 train 4.753765 (lr=1.1978e-03) (hash(x)=90467390)
|
| 103 |
+
830 train 4.779811 (lr=1.1974e-03) (hash(x)=77292020)
|
| 104 |
+
840 train 4.700965 (lr=1.1969e-03) (hash(x)=75568927)
|
| 105 |
+
850 train 4.718232 (lr=1.1964e-03) (hash(x)=79671781)
|
| 106 |
+
860 train 4.803602 (lr=1.1958e-03) (hash(x)=84280943)
|
| 107 |
+
870 train 4.779204 (lr=1.1952e-03) (hash(x)=80901294)
|
| 108 |
+
880 train 4.901457 (lr=1.1946e-03) (hash(x)=81437584)
|
| 109 |
+
890 train 4.754169 (lr=1.1939e-03) (hash(x)=73893778)
|
| 110 |
+
900 val loss 4.7783
|
| 111 |
+
900 val perplexity 118.8975
|
| 112 |
+
900 train 4.701823 (lr=1.1932e-03) (hash(x)=74987794)
|
| 113 |
+
910 train 4.714493 (lr=1.1925e-03) (hash(x)=93721374)
|
| 114 |
+
920 train 4.691214 (lr=1.1917e-03) (hash(x)=79149678)
|
| 115 |
+
930 train 4.646092 (lr=1.1908e-03) (hash(x)=83179387)
|
| 116 |
+
940 train 4.641201 (lr=1.1900e-03) (hash(x)=89009978)
|
| 117 |
+
950 train 4.628469 (lr=1.1891e-03) (hash(x)=76483735)
|
| 118 |
+
960 train 4.558436 (lr=1.1881e-03) (hash(x)=78638850)
|
| 119 |
+
970 train 4.585842 (lr=1.1871e-03) (hash(x)=90415206)
|
| 120 |
+
980 train 4.524825 (lr=1.1861e-03) (hash(x)=90819195)
|
| 121 |
+
990 train 4.650132 (lr=1.1850e-03) (hash(x)=85938852)
|
| 122 |
+
1000 val loss 4.6362
|
| 123 |
+
1000 val perplexity 103.1468
|
| 124 |
+
1000 train 4.684929 (lr=1.1839e-03) (hash(x)=82436789)
|
| 125 |
+
1010 train 4.718949 (lr=1.1828e-03) (hash(x)=63022149)
|
| 126 |
+
1020 train 4.652229 (lr=1.1816e-03) (hash(x)=83501199)
|
| 127 |
+
1030 train 4.626018 (lr=1.1804e-03) (hash(x)=77093326)
|
| 128 |
+
1040 train 4.503421 (lr=1.1791e-03) (hash(x)=73437559)
|
| 129 |
+
1050 train 4.598055 (lr=1.1778e-03) (hash(x)=84550388)
|
| 130 |
+
1060 train 4.592630 (lr=1.1765e-03) (hash(x)=86184566)
|
| 131 |
+
1070 train 4.582988 (lr=1.1751e-03) (hash(x)=85644922)
|
| 132 |
+
1080 train 4.516943 (lr=1.1737e-03) (hash(x)=86179801)
|
| 133 |
+
1090 train 4.487288 (lr=1.1723e-03) (hash(x)=82868303)
|
| 134 |
+
1100 val loss 4.5552
|
| 135 |
+
1100 val perplexity 95.1249
|
| 136 |
+
1100 train 4.586456 (lr=1.1708e-03) (hash(x)=96780388)
|
| 137 |
+
1110 train 4.523304 (lr=1.1693e-03) (hash(x)=87223122)
|
| 138 |
+
1120 train 4.484558 (lr=1.1677e-03) (hash(x)=77292786)
|
| 139 |
+
1130 train 4.512111 (lr=1.1661e-03) (hash(x)=88761375)
|
| 140 |
+
1140 train 4.425292 (lr=1.1645e-03) (hash(x)=80956468)
|
| 141 |
+
1150 train 4.600706 (lr=1.1628e-03) (hash(x)=84725462)
|
| 142 |
+
1160 train 4.584165 (lr=1.1611e-03) (hash(x)=76098113)
|
| 143 |
+
1170 train 4.553464 (lr=1.1593e-03) (hash(x)=84387685)
|
| 144 |
+
1180 train 4.499890 (lr=1.1576e-03) (hash(x)=76120321)
|
| 145 |
+
1190 train 4.461966 (lr=1.1557e-03) (hash(x)=85974065)
|
| 146 |
+
1200 val loss 4.4771
|
| 147 |
+
1200 val perplexity 87.9824
|
| 148 |
+
1200 train 4.357356 (lr=1.1539e-03) (hash(x)=79340644)
|
| 149 |
+
1210 train 4.454120 (lr=1.1520e-03) (hash(x)=88345025)
|
| 150 |
+
1220 train 4.363471 (lr=1.1501e-03) (hash(x)=86406230)
|
| 151 |
+
1230 train 4.355181 (lr=1.1481e-03) (hash(x)=80608975)
|
| 152 |
+
1240 train 4.410853 (lr=1.1461e-03) (hash(x)=81635225)
|
| 153 |
+
1250 train 4.249072 (lr=1.1441e-03) (hash(x)=82126376)
|
| 154 |
+
1260 train 4.414835 (lr=1.1420e-03) (hash(x)=83737972)
|
| 155 |
+
1270 train 4.322860 (lr=1.1399e-03) (hash(x)=81132345)
|
| 156 |
+
1280 train 4.416454 (lr=1.1377e-03) (hash(x)=85850404)
|
| 157 |
+
1290 train 4.426085 (lr=1.1356e-03) (hash(x)=83490640)
|
| 158 |
+
1300 val loss 4.4300
|
| 159 |
+
1300 val perplexity 83.9286
|
| 160 |
+
1300 train 4.398197 (lr=1.1333e-03) (hash(x)=77545187)
|
| 161 |
+
1310 train 4.448874 (lr=1.1311e-03) (hash(x)=86412685)
|
| 162 |
+
1320 train 4.343222 (lr=1.1288e-03) (hash(x)=86429640)
|
| 163 |
+
1330 train 4.482787 (lr=1.1265e-03) (hash(x)=79645281)
|
| 164 |
+
1340 train 4.437263 (lr=1.1241e-03) (hash(x)=82668541)
|
| 165 |
+
1350 train 4.295218 (lr=1.1218e-03) (hash(x)=73627248)
|
| 166 |
+
1360 train 4.391268 (lr=1.1193e-03) (hash(x)=74845133)
|
| 167 |
+
1370 train 4.304973 (lr=1.1169e-03) (hash(x)=77850497)
|
| 168 |
+
1380 train 4.330341 (lr=1.1144e-03) (hash(x)=76143954)
|
| 169 |
+
1390 train 4.339757 (lr=1.1119e-03) (hash(x)=80675544)
|
| 170 |
+
1400 val loss 4.4037
|
| 171 |
+
1400 val perplexity 81.7533
|
| 172 |
+
1400 train 4.310254 (lr=1.1093e-03) (hash(x)=76010938)
|
| 173 |
+
1410 train 4.363564 (lr=1.1067e-03) (hash(x)=81260300)
|
| 174 |
+
1420 train 4.473086 (lr=1.1041e-03) (hash(x)=83803629)
|
| 175 |
+
1430 train 4.303625 (lr=1.1015e-03) (hash(x)=83840110)
|
| 176 |
+
1440 train 4.499125 (lr=1.0988e-03) (hash(x)=97711831)
|
| 177 |
+
1450 train 4.370738 (lr=1.0961e-03) (hash(x)=81110139)
|
| 178 |
+
1460 train 4.287063 (lr=1.0933e-03) (hash(x)=90942839)
|
| 179 |
+
1470 train 4.329041 (lr=1.0905e-03) (hash(x)=80721564)
|
| 180 |
+
1480 train 4.421760 (lr=1.0877e-03) (hash(x)=77852059)
|
| 181 |
+
1490 train 4.318762 (lr=1.0849e-03) (hash(x)=80011365)
|
| 182 |
+
1500 val loss 4.3593
|
| 183 |
+
1500 val perplexity 78.2000
|
| 184 |
+
1500 train 4.345961 (lr=1.0820e-03) (hash(x)=84496142)
|
| 185 |
+
1510 train 4.282455 (lr=1.0791e-03) (hash(x)=70186729)
|
| 186 |
+
1520 train 4.305882 (lr=1.0761e-03) (hash(x)=74854227)
|
| 187 |
+
1530 train 4.210709 (lr=1.0732e-03) (hash(x)=77468161)
|
| 188 |
+
1540 train 4.232373 (lr=1.0702e-03) (hash(x)=87853059)
|
| 189 |
+
1550 train 4.163240 (lr=1.0671e-03) (hash(x)=71225436)
|
| 190 |
+
1560 train 4.262134 (lr=1.0641e-03) (hash(x)=84072783)
|
| 191 |
+
1570 train 4.312644 (lr=1.0610e-03) (hash(x)=72723098)
|
| 192 |
+
1580 train 4.325500 (lr=1.0579e-03) (hash(x)=90409866)
|
| 193 |
+
1590 train 4.402428 (lr=1.0547e-03) (hash(x)=87481378)
|
| 194 |
+
1600 val loss 4.3277
|
| 195 |
+
1600 val perplexity 75.7705
|
| 196 |
+
1600 train 4.387433 (lr=1.0515e-03) (hash(x)=77643862)
|
| 197 |
+
1610 train 4.270691 (lr=1.0483e-03) (hash(x)=88862575)
|
| 198 |
+
1620 train 4.288310 (lr=1.0451e-03) (hash(x)=84612581)
|
| 199 |
+
1630 train 4.320275 (lr=1.0418e-03) (hash(x)=87075989)
|
| 200 |
+
1640 train 4.207576 (lr=1.0385e-03) (hash(x)=88277361)
|
| 201 |
+
1650 train 4.323485 (lr=1.0352e-03) (hash(x)=78750236)
|
| 202 |
+
1660 train 4.244304 (lr=1.0319e-03) (hash(x)=82604581)
|
| 203 |
+
1670 train 4.083309 (lr=1.0285e-03) (hash(x)=68482265)
|
| 204 |
+
1680 train 4.205079 (lr=1.0251e-03) (hash(x)=75088835)
|
| 205 |
+
1690 train 4.150445 (lr=1.0217e-03) (hash(x)=66060989)
|
| 206 |
+
1700 val loss 4.3253
|
| 207 |
+
1700 val perplexity 75.5851
|
| 208 |
+
1700 train 4.321501 (lr=1.0182e-03) (hash(x)=79986754)
|
| 209 |
+
1710 train 4.307797 (lr=1.0147e-03) (hash(x)=83657930)
|
| 210 |
+
1720 train 4.252460 (lr=1.0112e-03) (hash(x)=81754135)
|
| 211 |
+
1730 train 4.329279 (lr=1.0077e-03) (hash(x)=78904427)
|
| 212 |
+
1740 train 4.233785 (lr=1.0041e-03) (hash(x)=85920177)
|
| 213 |
+
1750 train 4.282675 (lr=1.0006e-03) (hash(x)=86573211)
|
| 214 |
+
1760 train 4.236879 (lr=9.9694e-04) (hash(x)=81737128)
|
| 215 |
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1770 train 4.229470 (lr=9.9331e-04) (hash(x)=77400968)
|
| 216 |
+
1780 train 4.245444 (lr=9.8965e-04) (hash(x)=73545497)
|
| 217 |
+
1790 train 4.493844 (lr=9.8597e-04) (hash(x)=71641943)
|
| 218 |
+
1800 val loss 4.2753
|
| 219 |
+
1800 val perplexity 71.9044
|
| 220 |
+
1800 train 4.339240 (lr=9.8226e-04) (hash(x)=87819781)
|
| 221 |
+
1810 train 4.199331 (lr=9.7853e-04) (hash(x)=86870770)
|
| 222 |
+
1820 train 4.207456 (lr=9.7477e-04) (hash(x)=82522211)
|
| 223 |
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1830 train 4.296036 (lr=9.7100e-04) (hash(x)=61947437)
|
| 224 |
+
1840 train 4.170052 (lr=9.6719e-04) (hash(x)=79865406)
|
| 225 |
+
1850 train 4.142939 (lr=9.6337e-04) (hash(x)=79828721)
|
| 226 |
+
1860 train 4.286947 (lr=9.5953e-04) (hash(x)=80869571)
|
| 227 |
+
1870 train 4.262673 (lr=9.5566e-04) (hash(x)=73780971)
|
| 228 |
+
1880 train 4.228723 (lr=9.5177e-04) (hash(x)=79249549)
|
| 229 |
+
1890 train 4.283707 (lr=9.4786e-04) (hash(x)=81041904)
|
| 230 |
+
1900 val loss 4.2543
|
| 231 |
+
1900 val perplexity 70.4076
|
| 232 |
+
1900 train 4.343535 (lr=9.4393e-04) (hash(x)=82456430)
|
| 233 |
+
1910 train 4.117029 (lr=9.3997e-04) (hash(x)=82222135)
|
| 234 |
+
1920 train 4.153120 (lr=9.3600e-04) (hash(x)=70033249)
|
| 235 |
+
1930 train 4.138804 (lr=9.3200e-04) (hash(x)=72887360)
|
| 236 |
+
1940 train 4.187682 (lr=9.2799e-04) (hash(x)=83251100)
|
| 237 |
+
1950 train 4.229957 (lr=9.2396e-04) (hash(x)=79660266)
|
| 238 |
+
1960 train 4.109115 (lr=9.1990e-04) (hash(x)=78919068)
|
| 239 |
+
1970 train 4.206552 (lr=9.1583e-04) (hash(x)=94690431)
|
| 240 |
+
1980 train 4.053576 (lr=9.1174e-04) (hash(x)=88153756)
|
| 241 |
+
1990 train 4.096329 (lr=9.0763e-04) (hash(x)=77195688)
|
| 242 |
+
2000 val loss 4.2305
|
| 243 |
+
2000 val perplexity 68.7528
|
| 244 |
+
2000 train 4.194915 (lr=9.0350e-04) (hash(x)=81308591)
|
| 245 |
+
2010 train 4.243697 (lr=8.9936e-04) (hash(x)=80205479)
|
| 246 |
+
2020 train 4.156584 (lr=8.9519e-04) (hash(x)=81008704)
|
| 247 |
+
2030 train 4.222412 (lr=8.9101e-04) (hash(x)=82914358)
|
| 248 |
+
2040 train 4.238915 (lr=8.8681e-04) (hash(x)=88064399)
|
| 249 |
+
2050 train 4.241400 (lr=8.8260e-04) (hash(x)=82889390)
|
| 250 |
+
2060 train 4.311831 (lr=8.7837e-04) (hash(x)=80913554)
|
| 251 |
+
2070 train 4.150552 (lr=8.7412e-04) (hash(x)=78121791)
|
| 252 |
+
2080 train 4.287324 (lr=8.6986e-04) (hash(x)=75356657)
|
| 253 |
+
2090 train 4.107797 (lr=8.6558e-04) (hash(x)=74048412)
|
| 254 |
+
2100 val loss 4.2056
|
| 255 |
+
2100 val perplexity 67.0626
|
| 256 |
+
2100 train 4.028209 (lr=8.6128e-04) (hash(x)=68928225)
|
| 257 |
+
2110 train 4.084877 (lr=8.5698e-04) (hash(x)=93734745)
|
| 258 |
+
2120 train 4.080456 (lr=8.5265e-04) (hash(x)=72878164)
|
| 259 |
+
2130 train 4.210809 (lr=8.4832e-04) (hash(x)=71508226)
|
| 260 |
+
2140 train 4.165883 (lr=8.4396e-04) (hash(x)=84168671)
|
| 261 |
+
2150 train 4.098943 (lr=8.3960e-04) (hash(x)=74673639)
|
| 262 |
+
2160 train 4.254272 (lr=8.3522e-04) (hash(x)=75470031)
|
| 263 |
+
2170 train 4.213081 (lr=8.3083e-04) (hash(x)=74307890)
|
| 264 |
+
2180 train 4.327392 (lr=8.2643e-04) (hash(x)=77214245)
|
| 265 |
+
2190 train 4.107833 (lr=8.2201e-04) (hash(x)=88628359)
|
| 266 |
+
2200 val loss 4.1851
|
| 267 |
+
2200 val perplexity 65.7022
|
| 268 |
+
2200 train 4.120584 (lr=8.1759e-04) (hash(x)=74779126)
|
| 269 |
+
2210 train 4.159240 (lr=8.1315e-04) (hash(x)=79817976)
|
| 270 |
+
2220 train 4.115835 (lr=8.0870e-04) (hash(x)=75258996)
|
| 271 |
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2230 train 4.085845 (lr=8.0423e-04) (hash(x)=88164047)
|
| 272 |
+
2240 train 4.068602 (lr=7.9976e-04) (hash(x)=78580686)
|
| 273 |
+
2250 train 4.008166 (lr=7.9528e-04) (hash(x)=76510617)
|
| 274 |
+
2260 train 4.086077 (lr=7.9079e-04) (hash(x)=76043966)
|
| 275 |
+
2270 train 4.061698 (lr=7.8629e-04) (hash(x)=73062098)
|
| 276 |
+
2280 train 4.290317 (lr=7.8177e-04) (hash(x)=81885909)
|
| 277 |
+
2290 train 4.221574 (lr=7.7725e-04) (hash(x)=81481741)
|
| 278 |
+
2300 val loss 4.1632
|
| 279 |
+
2300 val perplexity 64.2775
|
| 280 |
+
2300 train 4.082384 (lr=7.7273e-04) (hash(x)=82104275)
|
| 281 |
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2310 train 4.132091 (lr=7.6819e-04) (hash(x)=82137309)
|
| 282 |
+
2320 train 4.107729 (lr=7.6364e-04) (hash(x)=86741167)
|
| 283 |
+
2330 train 4.122018 (lr=7.5909e-04) (hash(x)=84796263)
|
| 284 |
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2340 train 4.091414 (lr=7.5453e-04) (hash(x)=169966529)
|
| 285 |
+
2350 train 3.972918 (lr=7.4996e-04) (hash(x)=80006061)
|
| 286 |
+
2360 train 4.034052 (lr=7.4539e-04) (hash(x)=71090999)
|
| 287 |
+
2370 train 4.160900 (lr=7.4081e-04) (hash(x)=86641850)
|
| 288 |
+
2380 train 4.058736 (lr=7.3622e-04) (hash(x)=84573253)
|
| 289 |
+
2390 train 4.092303 (lr=7.3163e-04) (hash(x)=74483764)
|
| 290 |
+
2400 val loss 4.1563
|
| 291 |
+
2400 val perplexity 63.8335
|
| 292 |
+
2400 train 4.067576 (lr=7.2704e-04) (hash(x)=78327659)
|
| 293 |
+
2410 train 4.130264 (lr=7.2243e-04) (hash(x)=77273627)
|
| 294 |
+
2420 train 3.993855 (lr=7.1783e-04) (hash(x)=76938049)
|
| 295 |
+
2430 train 4.001208 (lr=7.1322e-04) (hash(x)=98449442)
|
| 296 |
+
2440 train 3.857067 (lr=7.0860e-04) (hash(x)=78157797)
|
| 297 |
+
2450 train 3.901651 (lr=7.0399e-04) (hash(x)=80637582)
|
| 298 |
+
2460 train 3.890954 (lr=6.9936e-04) (hash(x)=80023854)
|
| 299 |
+
2470 train 3.947004 (lr=6.9474e-04) (hash(x)=86678884)
|
| 300 |
+
2480 train 4.173583 (lr=6.9011e-04) (hash(x)=84086469)
|
| 301 |
+
2490 train 4.191680 (lr=6.8548e-04) (hash(x)=83131141)
|
| 302 |
+
2500 val loss 4.1303
|
| 303 |
+
2500 val perplexity 62.1954
|
| 304 |
+
2500 train 4.106811 (lr=6.8085e-04) (hash(x)=82583497)
|
| 305 |
+
2510 train 4.170501 (lr=6.7622e-04) (hash(x)=79164326)
|
| 306 |
+
2520 train 4.076901 (lr=6.7159e-04) (hash(x)=76456503)
|
| 307 |
+
2530 train 4.137943 (lr=6.6695e-04) (hash(x)=82001228)
|
| 308 |
+
2540 train 4.171067 (lr=6.6232e-04) (hash(x)=75615595)
|
| 309 |
+
2550 train 4.117160 (lr=6.5768e-04) (hash(x)=78397869)
|
| 310 |
+
2560 train 4.118159 (lr=6.5305e-04) (hash(x)=75547032)
|
| 311 |
+
2570 train 4.029750 (lr=6.4841e-04) (hash(x)=89201025)
|
| 312 |
+
2580 train 4.019063 (lr=6.4378e-04) (hash(x)=89856704)
|
| 313 |
+
2590 train 4.026861 (lr=6.3915e-04) (hash(x)=82175682)
|
| 314 |
+
2600 val loss 4.1146
|
| 315 |
+
2600 val perplexity 61.2299
|
| 316 |
+
2600 train 4.033970 (lr=6.3452e-04) (hash(x)=78312826)
|
| 317 |
+
2610 train 4.029638 (lr=6.2989e-04) (hash(x)=77066588)
|
| 318 |
+
2620 train 3.869991 (lr=6.2526e-04) (hash(x)=78666061)
|
| 319 |
+
2630 train 3.864846 (lr=6.2064e-04) (hash(x)=93762143)
|
| 320 |
+
2640 train 3.881523 (lr=6.1601e-04) (hash(x)=83191587)
|
| 321 |
+
2650 train 3.803981 (lr=6.1140e-04) (hash(x)=87169585)
|
| 322 |
+
2660 train 4.019794 (lr=6.0678e-04) (hash(x)=86426388)
|
| 323 |
+
2670 train 4.160552 (lr=6.0217e-04) (hash(x)=76692638)
|
| 324 |
+
2680 train 4.076728 (lr=5.9757e-04) (hash(x)=77446063)
|
| 325 |
+
2690 train 4.073716 (lr=5.9296e-04) (hash(x)=79809050)
|
| 326 |
+
2700 val loss 4.1053
|
| 327 |
+
2700 val perplexity 60.6625
|
| 328 |
+
2700 train 3.997258 (lr=5.8837e-04) (hash(x)=83116823)
|
| 329 |
+
2710 train 4.115988 (lr=5.8378e-04) (hash(x)=75622148)
|
| 330 |
+
2720 train 4.041673 (lr=5.7919e-04) (hash(x)=80690512)
|
| 331 |
+
2730 train 4.112023 (lr=5.7461e-04) (hash(x)=78009984)
|
| 332 |
+
2740 train 4.067030 (lr=5.7004e-04) (hash(x)=74205488)
|
| 333 |
+
2750 train 4.070109 (lr=5.6547e-04) (hash(x)=91013332)
|
| 334 |
+
2760 train 4.000547 (lr=5.6091e-04) (hash(x)=76954961)
|
| 335 |
+
2770 train 4.002381 (lr=5.5636e-04) (hash(x)=79390317)
|
| 336 |
+
2780 train 3.865647 (lr=5.5181e-04) (hash(x)=70168783)
|
| 337 |
+
2790 train 4.031262 (lr=5.4727e-04) (hash(x)=76028417)
|
| 338 |
+
2800 val loss 4.0888
|
| 339 |
+
2800 val perplexity 59.6665
|
| 340 |
+
2800 train 3.862155 (lr=5.4275e-04) (hash(x)=77656050)
|
| 341 |
+
2810 train 3.906030 (lr=5.3823e-04) (hash(x)=94248216)
|
| 342 |
+
2820 train 3.968856 (lr=5.3371e-04) (hash(x)=78305078)
|
| 343 |
+
2830 train 3.885490 (lr=5.2921e-04) (hash(x)=79948848)
|
| 344 |
+
2840 train 3.749341 (lr=5.2472e-04) (hash(x)=85341024)
|
| 345 |
+
2850 train 4.055304 (lr=5.2024e-04) (hash(x)=78735170)
|
| 346 |
+
2860 train 4.305359 (lr=5.1577e-04) (hash(x)=71616419)
|
| 347 |
+
2870 train 4.076962 (lr=5.1130e-04) (hash(x)=78656517)
|
| 348 |
+
2880 train 4.090511 (lr=5.0685e-04) (hash(x)=80073987)
|
| 349 |
+
2890 train 4.023489 (lr=5.0241e-04) (hash(x)=76894809)
|
| 350 |
+
2900 val loss 4.0639
|
| 351 |
+
2900 val perplexity 58.2019
|
| 352 |
+
2900 train 4.002770 (lr=4.9799e-04) (hash(x)=80499838)
|
| 353 |
+
2910 train 4.053166 (lr=4.9357e-04) (hash(x)=72673354)
|
| 354 |
+
2920 train 4.034405 (lr=4.8917e-04) (hash(x)=84265768)
|
| 355 |
+
2930 train 4.064227 (lr=4.8478e-04) (hash(x)=79612060)
|
| 356 |
+
2940 train 3.913123 (lr=4.8040e-04) (hash(x)=74970087)
|
| 357 |
+
2950 train 4.073566 (lr=4.7604e-04) (hash(x)=84166818)
|
| 358 |
+
2960 train 4.060753 (lr=4.7168e-04) (hash(x)=89410221)
|
| 359 |
+
2970 train 4.001463 (lr=4.6735e-04) (hash(x)=75672566)
|
| 360 |
+
2980 train 3.853348 (lr=4.6302e-04) (hash(x)=81760314)
|
| 361 |
+
2990 train 3.827268 (lr=4.5872e-04) (hash(x)=80605200)
|
| 362 |
+
3000 val loss 4.0631
|
| 363 |
+
3000 val perplexity 58.1523
|
| 364 |
+
3000 train 3.826334 (lr=4.5442e-04) (hash(x)=83804735)
|
| 365 |
+
3010 train 3.750636 (lr=4.5014e-04) (hash(x)=77015303)
|
| 366 |
+
3020 train 3.824512 (lr=4.4588e-04) (hash(x)=81464523)
|
| 367 |
+
3030 train 4.018211 (lr=4.4163e-04) (hash(x)=80168230)
|
| 368 |
+
3040 train 3.958422 (lr=4.3740e-04) (hash(x)=84817006)
|
| 369 |
+
3050 train 4.066715 (lr=4.3319e-04) (hash(x)=71601811)
|
| 370 |
+
3060 train 3.987371 (lr=4.2899e-04) (hash(x)=85499733)
|
| 371 |
+
3070 train 4.043922 (lr=4.2481e-04) (hash(x)=78670408)
|
| 372 |
+
3080 train 3.933670 (lr=4.2064e-04) (hash(x)=77120468)
|
| 373 |
+
3090 train 4.045580 (lr=4.1650e-04) (hash(x)=77927426)
|
| 374 |
+
3100 val loss 4.0449
|
| 375 |
+
3100 val perplexity 57.1067
|
| 376 |
+
3100 train 4.063379 (lr=4.1237e-04) (hash(x)=83998606)
|
| 377 |
+
3110 train 3.958214 (lr=4.0826e-04) (hash(x)=77990218)
|
| 378 |
+
3120 train 3.872759 (lr=4.0417e-04) (hash(x)=81623970)
|
| 379 |
+
3130 train 3.842596 (lr=4.0010e-04) (hash(x)=75014781)
|
| 380 |
+
3140 train 3.902738 (lr=3.9604e-04) (hash(x)=72591250)
|
| 381 |
+
3150 train 3.913351 (lr=3.9201e-04) (hash(x)=81421847)
|
| 382 |
+
3160 train 3.962830 (lr=3.8800e-04) (hash(x)=75112631)
|
| 383 |
+
3170 train 4.058686 (lr=3.8400e-04) (hash(x)=87518033)
|
| 384 |
+
3180 train 3.914291 (lr=3.8003e-04) (hash(x)=78648348)
|
| 385 |
+
3190 train 4.027238 (lr=3.7607e-04) (hash(x)=78270029)
|
| 386 |
+
3200 val loss 4.0276
|
| 387 |
+
3200 val perplexity 56.1245
|
| 388 |
+
3200 train 4.103144 (lr=3.7214e-04) (hash(x)=83380714)
|
| 389 |
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3210 train 4.280261 (lr=3.6823e-04) (hash(x)=67804991)
|
| 390 |
+
3220 train 4.011722 (lr=3.6434e-04) (hash(x)=76968804)
|
| 391 |
+
3230 train 3.942992 (lr=3.6047e-04) (hash(x)=75798670)
|
| 392 |
+
3240 train 4.022935 (lr=3.5663e-04) (hash(x)=83192811)
|
| 393 |
+
3250 train 3.957005 (lr=3.5281e-04) (hash(x)=81659789)
|
| 394 |
+
3260 train 3.998947 (lr=3.4900e-04) (hash(x)=80622502)
|
| 395 |
+
3270 train 3.970541 (lr=3.4523e-04) (hash(x)=85436511)
|
| 396 |
+
3280 train 3.912679 (lr=3.4147e-04) (hash(x)=80589180)
|
| 397 |
+
3290 train 4.050023 (lr=3.3774e-04) (hash(x)=85747193)
|
| 398 |
+
3300 val loss 4.0219
|
| 399 |
+
3300 val perplexity 55.8085
|
| 400 |
+
3300 train 3.920900 (lr=3.3403e-04) (hash(x)=74635692)
|
| 401 |
+
3310 train 3.908852 (lr=3.3035e-04) (hash(x)=82045455)
|
| 402 |
+
3320 train 3.777364 (lr=3.2669e-04) (hash(x)=73249173)
|
| 403 |
+
3330 train 3.737711 (lr=3.2306e-04) (hash(x)=71492338)
|
| 404 |
+
3340 train 4.068841 (lr=3.1945e-04) (hash(x)=76374071)
|
| 405 |
+
3350 train 4.038703 (lr=3.1586e-04) (hash(x)=80474064)
|
| 406 |
+
3360 train 3.951686 (lr=3.1230e-04) (hash(x)=84390892)
|
| 407 |
+
3370 train 3.997801 (lr=3.0877e-04) (hash(x)=83399949)
|
| 408 |
+
3380 train 4.044109 (lr=3.0526e-04) (hash(x)=77648059)
|
| 409 |
+
3390 train 4.017727 (lr=3.0178e-04) (hash(x)=80152701)
|
| 410 |
+
3400 val loss 4.0030
|
| 411 |
+
3400 val perplexity 54.7618
|
| 412 |
+
3400 train 4.065221 (lr=2.9833e-04) (hash(x)=81952545)
|
| 413 |
+
3410 train 4.024789 (lr=2.9490e-04) (hash(x)=80908993)
|
| 414 |
+
3420 train 4.068767 (lr=2.9149e-04) (hash(x)=79610037)
|
| 415 |
+
3430 train 3.933214 (lr=2.8812e-04) (hash(x)=87624382)
|
| 416 |
+
3440 train 3.991707 (lr=2.8477e-04) (hash(x)=82336381)
|
| 417 |
+
3450 train 3.968160 (lr=2.8145e-04) (hash(x)=87687835)
|
| 418 |
+
3460 train 3.972480 (lr=2.7816e-04) (hash(x)=76376135)
|
| 419 |
+
3470 train 3.887361 (lr=2.7490e-04) (hash(x)=79331391)
|
| 420 |
+
3480 train 3.792932 (lr=2.7166e-04) (hash(x)=107002681)
|
| 421 |
+
3490 train 3.874091 (lr=2.6846e-04) (hash(x)=77465514)
|
| 422 |
+
3500 val loss 4.0006
|
| 423 |
+
3500 val perplexity 54.6323
|
| 424 |
+
3500 train 3.834973 (lr=2.6528e-04) (hash(x)=88237229)
|
| 425 |
+
3510 train 3.903488 (lr=2.6213e-04) (hash(x)=81011739)
|
| 426 |
+
3520 train 3.950758 (lr=2.5901e-04) (hash(x)=64643427)
|
| 427 |
+
3530 train 4.231858 (lr=2.5592e-04) (hash(x)=78029539)
|
| 428 |
+
3540 train 4.062687 (lr=2.5286e-04) (hash(x)=83188968)
|
| 429 |
+
3550 train 4.081599 (lr=2.4983e-04) (hash(x)=86104185)
|
| 430 |
+
3560 train 4.008024 (lr=2.4683e-04) (hash(x)=81993629)
|
| 431 |
+
3570 train 3.979062 (lr=2.4386e-04) (hash(x)=72719368)
|
| 432 |
+
3580 train 3.986550 (lr=2.4093e-04) (hash(x)=90091487)
|
| 433 |
+
3590 train 3.874116 (lr=2.3802e-04) (hash(x)=77393152)
|
| 434 |
+
3600 val loss 3.9823
|
| 435 |
+
3600 val perplexity 53.6401
|
| 436 |
+
3600 train 3.985742 (lr=2.3514e-04) (hash(x)=73103504)
|
| 437 |
+
3610 train 3.991526 (lr=2.3230e-04) (hash(x)=84429400)
|
| 438 |
+
3620 train 3.964933 (lr=2.2948e-04) (hash(x)=77021795)
|
| 439 |
+
3630 train 3.920199 (lr=2.2670e-04) (hash(x)=92830605)
|
| 440 |
+
3640 train 4.110807 (lr=2.2395e-04) (hash(x)=78313175)
|
| 441 |
+
3650 train 3.913970 (lr=2.2123e-04) (hash(x)=85395549)
|
| 442 |
+
3660 train 3.710909 (lr=2.1855e-04) (hash(x)=78114459)
|
| 443 |
+
3670 train 3.835298 (lr=2.1589e-04) (hash(x)=74968316)
|
| 444 |
+
3680 train 3.762897 (lr=2.1327e-04) (hash(x)=73358737)
|
| 445 |
+
3690 train 3.871409 (lr=2.1068e-04) (hash(x)=76399442)
|
| 446 |
+
3700 val loss 3.9841
|
| 447 |
+
3700 val perplexity 53.7360
|
| 448 |
+
3700 train 3.873192 (lr=2.0813e-04) (hash(x)=74039273)
|
| 449 |
+
3710 train 4.042569 (lr=2.0561e-04) (hash(x)=79299680)
|
| 450 |
+
3720 train 3.961908 (lr=2.0312e-04) (hash(x)=94701498)
|
| 451 |
+
3730 train 4.034923 (lr=2.0067e-04) (hash(x)=75352071)
|
| 452 |
+
3740 train 3.915213 (lr=1.9825e-04) (hash(x)=77909487)
|
| 453 |
+
3750 train 4.017241 (lr=1.9586e-04) (hash(x)=73986730)
|
| 454 |
+
3760 train 3.979407 (lr=1.9351e-04) (hash(x)=79325763)
|
| 455 |
+
3770 train 4.028449 (lr=1.9119e-04) (hash(x)=72457818)
|
| 456 |
+
3780 train 4.165260 (lr=1.8891e-04) (hash(x)=71775590)
|
| 457 |
+
3790 train 4.047787 (lr=1.8666e-04) (hash(x)=82638943)
|
| 458 |
+
3800 val loss 3.9683
|
| 459 |
+
3800 val perplexity 52.8968
|
| 460 |
+
3800 train 4.022591 (lr=1.8445e-04) (hash(x)=79965893)
|
| 461 |
+
3810 train 3.955323 (lr=1.8227e-04) (hash(x)=72598235)
|
| 462 |
+
3820 train 3.942094 (lr=1.8013e-04) (hash(x)=83113889)
|
| 463 |
+
3830 train 3.996552 (lr=1.7802e-04) (hash(x)=74434590)
|
| 464 |
+
3840 train 3.917689 (lr=1.7595e-04) (hash(x)=82860348)
|
| 465 |
+
3850 train 3.851673 (lr=1.7391e-04) (hash(x)=78067565)
|
| 466 |
+
3860 train 3.922087 (lr=1.7191e-04) (hash(x)=82592498)
|
| 467 |
+
3870 train 3.856236 (lr=1.6994e-04) (hash(x)=81820733)
|
| 468 |
+
3880 train 3.869605 (lr=1.6801e-04) (hash(x)=87709040)
|
| 469 |
+
3890 train 3.914414 (lr=1.6612e-04) (hash(x)=70379093)
|
| 470 |
+
3900 val loss 3.9627
|
| 471 |
+
3900 val perplexity 52.5977
|
| 472 |
+
3900 train 4.035837 (lr=1.6427e-04) (hash(x)=76597431)
|
| 473 |
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3910 train 3.921295 (lr=1.6245e-04) (hash(x)=90490716)
|
| 474 |
+
3920 train 4.024273 (lr=1.6066e-04) (hash(x)=81970659)
|
| 475 |
+
3930 train 4.013020 (lr=1.5892e-04) (hash(x)=81496334)
|
| 476 |
+
3940 train 3.984635 (lr=1.5721e-04) (hash(x)=75717605)
|
| 477 |
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3950 train 3.934394 (lr=1.5554e-04) (hash(x)=82749357)
|
| 478 |
+
3960 train 3.966752 (lr=1.5390e-04) (hash(x)=89355157)
|
| 479 |
+
3970 train 3.921142 (lr=1.5230e-04) (hash(x)=78980403)
|
| 480 |
+
3980 train 3.894027 (lr=1.5074e-04) (hash(x)=76627217)
|
| 481 |
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3990 train 3.892213 (lr=1.4922e-04) (hash(x)=72412879)
|
| 482 |
+
4000 val loss 3.9576
|
| 483 |
+
4000 val perplexity 52.3341
|
| 484 |
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4000 train 3.907177 (lr=1.4773e-04) (hash(x)=83018142)
|
| 485 |
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4010 train 3.923580 (lr=1.4629e-04) (hash(x)=81272436)
|
| 486 |
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4020 train 3.854667 (lr=1.4488e-04) (hash(x)=85497482)
|
| 487 |
+
4030 train 3.929371 (lr=1.4351e-04) (hash(x)=85241734)
|
| 488 |
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4040 train 3.891002 (lr=1.4217e-04) (hash(x)=77925307)
|
| 489 |
+
4050 train 3.889904 (lr=1.4088e-04) (hash(x)=84826179)
|
| 490 |
+
4060 train 3.948967 (lr=1.3962e-04) (hash(x)=83606764)
|
| 491 |
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4070 train 3.860100 (lr=1.3840e-04) (hash(x)=80567590)
|
| 492 |
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4080 train 3.912318 (lr=1.3722e-04) (hash(x)=76860998)
|
| 493 |
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4090 train 3.949124 (lr=1.3608e-04) (hash(x)=74902328)
|
| 494 |
+
4100 val loss 3.9477
|
| 495 |
+
4100 val perplexity 51.8135
|
| 496 |
+
4100 train 3.993071 (lr=1.3497e-04) (hash(x)=82832041)
|
| 497 |
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4110 train 3.874076 (lr=1.3391e-04) (hash(x)=79143262)
|
| 498 |
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4120 train 3.900429 (lr=1.3288e-04) (hash(x)=77038149)
|
| 499 |
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4130 train 4.080311 (lr=1.3190e-04) (hash(x)=86339074)
|
| 500 |
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4140 train 4.147448 (lr=1.3095e-04) (hash(x)=76686216)
|
| 501 |
+
4150 train 3.923403 (lr=1.3004e-04) (hash(x)=70522682)
|
| 502 |
+
4160 train 3.889619 (lr=1.2917e-04) (hash(x)=90958555)
|
| 503 |
+
4170 train 3.911567 (lr=1.2834e-04) (hash(x)=91463532)
|
| 504 |
+
4180 train 3.899094 (lr=1.2755e-04) (hash(x)=81959329)
|
| 505 |
+
4190 train 3.857088 (lr=1.2679e-04) (hash(x)=83146752)
|
| 506 |
+
4200 val loss 3.9496
|
| 507 |
+
4200 val perplexity 51.9136
|
| 508 |
+
4200 train 3.840910 (lr=1.2608e-04) (hash(x)=78361715)
|
| 509 |
+
4210 train 3.988470 (lr=1.2541e-04) (hash(x)=87364889)
|
| 510 |
+
4220 train 3.843263 (lr=1.2477e-04) (hash(x)=70465156)
|
| 511 |
+
4230 train 3.992702 (lr=1.2418e-04) (hash(x)=84524081)
|
| 512 |
+
4240 train 3.952963 (lr=1.2362e-04) (hash(x)=77824868)
|
| 513 |
+
4250 train 3.965195 (lr=1.2311e-04) (hash(x)=81710711)
|
| 514 |
+
4260 train 3.941341 (lr=1.2263e-04) (hash(x)=76362728)
|
| 515 |
+
4270 train 3.940145 (lr=1.2219e-04) (hash(x)=83115208)
|
| 516 |
+
4280 train 3.848452 (lr=1.2179e-04) (hash(x)=87218314)
|
| 517 |
+
4290 train 4.010308 (lr=1.2144e-04) (hash(x)=74582673)
|
| 518 |
+
4300 val loss 3.9448
|
| 519 |
+
4300 val perplexity 51.6648
|
| 520 |
+
4300 train 3.888010 (lr=1.2112e-04) (hash(x)=77379615)
|
| 521 |
+
4310 train 3.860597 (lr=1.2084e-04) (hash(x)=78669579)
|
| 522 |
+
4320 train 3.978181 (lr=1.2060e-04) (hash(x)=83066608)
|
| 523 |
+
4330 train 3.941510 (lr=1.2040e-04) (hash(x)=83037340)
|
| 524 |
+
4340 train 3.983102 (lr=1.2024e-04) (hash(x)=82849771)
|
| 525 |
+
4350 train 3.915341 (lr=1.2012e-04) (hash(x)=76693985)
|
| 526 |
+
4360 train 4.004005 (lr=1.2004e-04) (hash(x)=77745394)
|
| 527 |
+
4370 train 3.967594 (lr=1.2000e-04) (hash(x)=79954388)
|
| 528 |
+
4374 val loss 3.9386
|
| 529 |
+
4374 val perplexity 51.3482
|
12_head_baseline_lr_12e-4_head_dim_22_fixed/model_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5d02f0a59678c4dc5f59b3fd6f6fcd0775a54ef72796213ecd6d86fd111363b7
|
| 3 |
+
size 96858242
|
12_head_baseline_lr_12e-4_head_dim_22_fixed/optimizer_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:51b448e8a584b06668f2fa757fb6cfdb4929448bb9d2946ee62527c9dc473af7
|
| 3 |
+
size 187435910
|