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12_head_baseline_lr_11e-4/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "logs/repro_selective_pattern_rankings/12_head_baseline_lr_11e-4", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 12, "n_embd": 264, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": 4375, "warmup_steps": 250, "group": "repro_selective_pattern_rankings", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1339, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "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": 0.0011, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "12_head_baseline_lr_11e-4"}
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12_head_baseline_lr_11e-4/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_11e-4/log2.txt
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| 1 |
+
max_steps: 4375
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| 2 |
+
0 val loss 10.9275
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| 3 |
+
0 val perplexity 55688.3086
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| 4 |
+
0 train 10.927715 (lr=1.5385e-06) (hash(x)=93356070)
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| 5 |
+
10 train 9.926941 (lr=1.6923e-05) (hash(x)=91253010)
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| 6 |
+
20 train 9.503151 (lr=3.2308e-05) (hash(x)=74934453)
|
| 7 |
+
30 train 9.236757 (lr=4.7692e-05) (hash(x)=79278034)
|
| 8 |
+
40 train 8.792688 (lr=6.3077e-05) (hash(x)=80107892)
|
| 9 |
+
50 train 8.365731 (lr=7.8462e-05) (hash(x)=70745428)
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| 10 |
+
60 train 8.060135 (lr=9.3846e-05) (hash(x)=80077589)
|
| 11 |
+
70 train 7.615138 (lr=1.0923e-04) (hash(x)=76213766)
|
| 12 |
+
80 train 7.585206 (lr=1.2462e-04) (hash(x)=83218328)
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| 13 |
+
90 train 7.436938 (lr=1.4000e-04) (hash(x)=74855845)
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| 14 |
+
100 val loss 7.3445
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| 15 |
+
100 val perplexity 1547.7150
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| 16 |
+
100 train 7.191616 (lr=1.5538e-04) (hash(x)=82814902)
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| 17 |
+
110 train 7.114695 (lr=1.7077e-04) (hash(x)=84907741)
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| 18 |
+
120 train 6.968102 (lr=1.8615e-04) (hash(x)=82613223)
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| 19 |
+
130 train 6.790882 (lr=2.0154e-04) (hash(x)=83540876)
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| 20 |
+
140 train 6.738787 (lr=2.1692e-04) (hash(x)=75095216)
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| 21 |
+
150 train 6.794320 (lr=2.3231e-04) (hash(x)=97190944)
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| 22 |
+
160 train 6.683237 (lr=2.4769e-04) (hash(x)=82117809)
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| 23 |
+
170 train 6.575768 (lr=2.6308e-04) (hash(x)=70514724)
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| 24 |
+
180 train 6.485481 (lr=2.7846e-04) (hash(x)=81029624)
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| 25 |
+
190 train 6.397686 (lr=2.9385e-04) (hash(x)=78996841)
|
| 26 |
+
200 val loss 6.3370
|
| 27 |
+
200 val perplexity 565.0887
|
| 28 |
+
200 train 6.343369 (lr=3.0923e-04) (hash(x)=79845097)
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| 29 |
+
210 train 6.214306 (lr=3.2462e-04) (hash(x)=78997683)
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| 30 |
+
220 train 6.129936 (lr=3.4000e-04) (hash(x)=74895865)
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| 31 |
+
230 train 6.275712 (lr=3.5538e-04) (hash(x)=80933276)
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| 32 |
+
240 train 5.983900 (lr=3.7077e-04) (hash(x)=77664606)
|
| 33 |
+
250 train 6.009555 (lr=3.8615e-04) (hash(x)=75903930)
|
| 34 |
+
260 train 5.913676 (lr=4.0154e-04) (hash(x)=82996853)
|
| 35 |
+
270 train 5.840781 (lr=4.1692e-04) (hash(x)=73269568)
|
| 36 |
+
280 train 5.774840 (lr=4.3231e-04) (hash(x)=82906427)
|
| 37 |
+
290 train 5.698503 (lr=4.4769e-04) (hash(x)=71797895)
|
| 38 |
+
300 val loss 5.8430
|
| 39 |
+
300 val perplexity 344.8189
|
| 40 |
+
300 train 5.560676 (lr=4.6308e-04) (hash(x)=85232249)
|
| 41 |
+
310 train 5.501353 (lr=4.7846e-04) (hash(x)=75252489)
|
| 42 |
+
320 train 5.587584 (lr=4.9385e-04) (hash(x)=74394644)
|
| 43 |
+
330 train 5.673511 (lr=5.0923e-04) (hash(x)=82772910)
|
| 44 |
+
340 train 5.730444 (lr=5.2462e-04) (hash(x)=81627464)
|
| 45 |
+
350 train 5.698493 (lr=5.4000e-04) (hash(x)=84678053)
|
| 46 |
+
360 train 5.643548 (lr=5.5538e-04) (hash(x)=81884128)
|
| 47 |
+
370 train 5.639934 (lr=5.7077e-04) (hash(x)=76379242)
|
| 48 |
+
380 train 5.441837 (lr=5.8615e-04) (hash(x)=98182875)
|
| 49 |
+
390 train 5.416564 (lr=6.0154e-04) (hash(x)=79710436)
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| 50 |
+
400 val loss 5.4685
|
| 51 |
+
400 val perplexity 237.1044
|
| 52 |
+
400 train 5.421079 (lr=6.1692e-04) (hash(x)=79841071)
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| 53 |
+
410 train 5.345580 (lr=6.3231e-04) (hash(x)=75844151)
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| 54 |
+
420 train 5.338616 (lr=6.4769e-04) (hash(x)=73125036)
|
| 55 |
+
430 train 5.386555 (lr=6.6308e-04) (hash(x)=84214858)
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| 56 |
+
440 train 5.262702 (lr=6.7846e-04) (hash(x)=80456994)
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| 57 |
+
450 train 5.244736 (lr=6.9385e-04) (hash(x)=76735962)
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| 58 |
+
460 train 5.169201 (lr=7.0923e-04) (hash(x)=81845446)
|
| 59 |
+
470 train 4.971719 (lr=7.2462e-04) (hash(x)=76094689)
|
| 60 |
+
480 train 5.082132 (lr=7.4000e-04) (hash(x)=83806686)
|
| 61 |
+
490 train 4.896275 (lr=7.5538e-04) (hash(x)=84690227)
|
| 62 |
+
500 val loss 5.2239
|
| 63 |
+
500 val perplexity 185.6481
|
| 64 |
+
500 train 4.968916 (lr=7.7077e-04) (hash(x)=71851938)
|
| 65 |
+
510 train 5.065747 (lr=7.8615e-04) (hash(x)=77159346)
|
| 66 |
+
520 train 5.128119 (lr=8.0154e-04) (hash(x)=80755753)
|
| 67 |
+
530 train 5.244075 (lr=8.1692e-04) (hash(x)=75379679)
|
| 68 |
+
540 train 5.137058 (lr=8.3231e-04) (hash(x)=82458619)
|
| 69 |
+
550 train 5.093677 (lr=8.4769e-04) (hash(x)=86366396)
|
| 70 |
+
560 train 5.115829 (lr=8.6308e-04) (hash(x)=85095044)
|
| 71 |
+
570 train 5.061176 (lr=8.7846e-04) (hash(x)=78385159)
|
| 72 |
+
580 train 4.998001 (lr=8.9385e-04) (hash(x)=79342394)
|
| 73 |
+
590 train 4.991280 (lr=9.0923e-04) (hash(x)=70782192)
|
| 74 |
+
600 val loss 4.9995
|
| 75 |
+
600 val perplexity 148.3350
|
| 76 |
+
600 train 4.981181 (lr=9.2462e-04) (hash(x)=76130353)
|
| 77 |
+
610 train 4.893754 (lr=9.4000e-04) (hash(x)=74778440)
|
| 78 |
+
620 train 4.859581 (lr=9.5538e-04) (hash(x)=79129709)
|
| 79 |
+
630 train 4.752473 (lr=9.7077e-04) (hash(x)=76469962)
|
| 80 |
+
640 train 4.753171 (lr=9.8615e-04) (hash(x)=78288049)
|
| 81 |
+
650 train 4.691172 (lr=1.0015e-03) (hash(x)=76641388)
|
| 82 |
+
660 train 4.588804 (lr=1.0169e-03) (hash(x)=75937906)
|
| 83 |
+
670 train 4.583104 (lr=1.0323e-03) (hash(x)=74807157)
|
| 84 |
+
680 train 4.472893 (lr=1.0477e-03) (hash(x)=77490144)
|
| 85 |
+
690 train 4.510749 (lr=1.0631e-03) (hash(x)=72900124)
|
| 86 |
+
700 val loss 4.7692
|
| 87 |
+
700 val perplexity 117.8246
|
| 88 |
+
700 train 4.464373 (lr=1.0785e-03) (hash(x)=73424218)
|
| 89 |
+
710 train 4.760579 (lr=1.0938e-03) (hash(x)=86052345)
|
| 90 |
+
720 train 4.728582 (lr=1.1000e-03) (hash(x)=77462613)
|
| 91 |
+
730 train 4.728122 (lr=1.1000e-03) (hash(x)=79027471)
|
| 92 |
+
740 train 4.672395 (lr=1.0999e-03) (hash(x)=78149992)
|
| 93 |
+
750 train 4.614415 (lr=1.0998e-03) (hash(x)=89147499)
|
| 94 |
+
760 train 4.663375 (lr=1.0996e-03) (hash(x)=74931538)
|
| 95 |
+
770 train 4.601434 (lr=1.0994e-03) (hash(x)=89648204)
|
| 96 |
+
780 train 4.658801 (lr=1.0992e-03) (hash(x)=83708293)
|
| 97 |
+
790 train 4.634341 (lr=1.0990e-03) (hash(x)=84336512)
|
| 98 |
+
800 val loss 4.6047
|
| 99 |
+
800 val perplexity 99.9531
|
| 100 |
+
800 train 4.531768 (lr=1.0987e-03) (hash(x)=75025285)
|
| 101 |
+
810 train 4.449535 (lr=1.0984e-03) (hash(x)=79436536)
|
| 102 |
+
820 train 4.449494 (lr=1.0980e-03) (hash(x)=90467390)
|
| 103 |
+
830 train 4.484940 (lr=1.0976e-03) (hash(x)=77292020)
|
| 104 |
+
840 train 4.405185 (lr=1.0972e-03) (hash(x)=75568927)
|
| 105 |
+
850 train 4.434958 (lr=1.0967e-03) (hash(x)=79671781)
|
| 106 |
+
860 train 4.513579 (lr=1.0962e-03) (hash(x)=84280943)
|
| 107 |
+
870 train 4.506254 (lr=1.0956e-03) (hash(x)=80901294)
|
| 108 |
+
880 train 4.619158 (lr=1.0950e-03) (hash(x)=81437584)
|
| 109 |
+
890 train 4.469234 (lr=1.0944e-03) (hash(x)=73893778)
|
| 110 |
+
900 val loss 4.4817
|
| 111 |
+
900 val perplexity 88.3841
|
| 112 |
+
900 train 4.412840 (lr=1.0938e-03) (hash(x)=74987794)
|
| 113 |
+
910 train 4.436741 (lr=1.0931e-03) (hash(x)=93721374)
|
| 114 |
+
920 train 4.420125 (lr=1.0924e-03) (hash(x)=79149678)
|
| 115 |
+
930 train 4.368991 (lr=1.0916e-03) (hash(x)=83179387)
|
| 116 |
+
940 train 4.369460 (lr=1.0908e-03) (hash(x)=89009978)
|
| 117 |
+
950 train 4.365684 (lr=1.0900e-03) (hash(x)=76483735)
|
| 118 |
+
960 train 4.289707 (lr=1.0891e-03) (hash(x)=78638850)
|
| 119 |
+
970 train 4.329770 (lr=1.0882e-03) (hash(x)=90415206)
|
| 120 |
+
980 train 4.268934 (lr=1.0872e-03) (hash(x)=90819195)
|
| 121 |
+
990 train 4.396051 (lr=1.0863e-03) (hash(x)=85938852)
|
| 122 |
+
1000 val loss 4.3769
|
| 123 |
+
1000 val perplexity 79.5889
|
| 124 |
+
1000 train 4.417822 (lr=1.0853e-03) (hash(x)=82436789)
|
| 125 |
+
1010 train 4.500123 (lr=1.0842e-03) (hash(x)=63022149)
|
| 126 |
+
1020 train 4.382192 (lr=1.0831e-03) (hash(x)=83501199)
|
| 127 |
+
1030 train 4.364420 (lr=1.0820e-03) (hash(x)=77093326)
|
| 128 |
+
1040 train 4.237372 (lr=1.0809e-03) (hash(x)=73437559)
|
| 129 |
+
1050 train 4.330638 (lr=1.0797e-03) (hash(x)=84550388)
|
| 130 |
+
1060 train 4.333594 (lr=1.0785e-03) (hash(x)=86184566)
|
| 131 |
+
1070 train 4.313228 (lr=1.0772e-03) (hash(x)=85644922)
|
| 132 |
+
1080 train 4.252741 (lr=1.0759e-03) (hash(x)=86179801)
|
| 133 |
+
1090 train 4.228494 (lr=1.0746e-03) (hash(x)=82868303)
|
| 134 |
+
1100 val loss 4.2966
|
| 135 |
+
1100 val perplexity 73.4516
|
| 136 |
+
1100 train 4.324361 (lr=1.0732e-03) (hash(x)=96780388)
|
| 137 |
+
1110 train 4.263165 (lr=1.0718e-03) (hash(x)=87223122)
|
| 138 |
+
1120 train 4.230554 (lr=1.0704e-03) (hash(x)=77292786)
|
| 139 |
+
1130 train 4.255675 (lr=1.0689e-03) (hash(x)=88761375)
|
| 140 |
+
1140 train 4.159298 (lr=1.0674e-03) (hash(x)=80956468)
|
| 141 |
+
1150 train 4.329213 (lr=1.0659e-03) (hash(x)=84725462)
|
| 142 |
+
1160 train 4.320205 (lr=1.0643e-03) (hash(x)=76098113)
|
| 143 |
+
1170 train 4.291755 (lr=1.0627e-03) (hash(x)=84387685)
|
| 144 |
+
1180 train 4.235415 (lr=1.0611e-03) (hash(x)=76120321)
|
| 145 |
+
1190 train 4.199046 (lr=1.0594e-03) (hash(x)=85974065)
|
| 146 |
+
1200 val loss 4.2185
|
| 147 |
+
1200 val perplexity 67.9313
|
| 148 |
+
1200 train 4.104973 (lr=1.0577e-03) (hash(x)=79340644)
|
| 149 |
+
1210 train 4.198138 (lr=1.0560e-03) (hash(x)=88345025)
|
| 150 |
+
1220 train 4.098259 (lr=1.0542e-03) (hash(x)=86406230)
|
| 151 |
+
1230 train 4.095951 (lr=1.0524e-03) (hash(x)=80608975)
|
| 152 |
+
1240 train 4.144074 (lr=1.0506e-03) (hash(x)=81635225)
|
| 153 |
+
1250 train 3.988826 (lr=1.0487e-03) (hash(x)=82126376)
|
| 154 |
+
1260 train 4.161844 (lr=1.0468e-03) (hash(x)=83737972)
|
| 155 |
+
1270 train 4.072521 (lr=1.0449e-03) (hash(x)=81132345)
|
| 156 |
+
1280 train 4.154841 (lr=1.0429e-03) (hash(x)=85850404)
|
| 157 |
+
1290 train 4.155231 (lr=1.0409e-03) (hash(x)=83490640)
|
| 158 |
+
1300 val loss 4.1660
|
| 159 |
+
1300 val perplexity 64.4592
|
| 160 |
+
1300 train 4.134368 (lr=1.0389e-03) (hash(x)=77545187)
|
| 161 |
+
1310 train 4.183373 (lr=1.0368e-03) (hash(x)=86412685)
|
| 162 |
+
1320 train 4.079371 (lr=1.0347e-03) (hash(x)=86429640)
|
| 163 |
+
1330 train 4.207984 (lr=1.0326e-03) (hash(x)=79645281)
|
| 164 |
+
1340 train 4.166270 (lr=1.0305e-03) (hash(x)=82668541)
|
| 165 |
+
1350 train 4.041488 (lr=1.0283e-03) (hash(x)=73627248)
|
| 166 |
+
1360 train 4.148519 (lr=1.0261e-03) (hash(x)=74845133)
|
| 167 |
+
1370 train 4.044164 (lr=1.0238e-03) (hash(x)=77850497)
|
| 168 |
+
1380 train 4.069242 (lr=1.0215e-03) (hash(x)=76143954)
|
| 169 |
+
1390 train 4.080950 (lr=1.0192e-03) (hash(x)=80675544)
|
| 170 |
+
1400 val loss 4.1358
|
| 171 |
+
1400 val perplexity 62.5391
|
| 172 |
+
1400 train 4.049088 (lr=1.0169e-03) (hash(x)=76010938)
|
| 173 |
+
1410 train 4.083432 (lr=1.0145e-03) (hash(x)=81260300)
|
| 174 |
+
1420 train 4.204794 (lr=1.0121e-03) (hash(x)=83803629)
|
| 175 |
+
1430 train 4.031936 (lr=1.0097e-03) (hash(x)=83840110)
|
| 176 |
+
1440 train 4.213375 (lr=1.0072e-03) (hash(x)=97711831)
|
| 177 |
+
1450 train 4.092024 (lr=1.0047e-03) (hash(x)=81110139)
|
| 178 |
+
1460 train 4.027249 (lr=1.0022e-03) (hash(x)=90942839)
|
| 179 |
+
1470 train 4.063462 (lr=9.9964e-04) (hash(x)=80721564)
|
| 180 |
+
1480 train 4.161741 (lr=9.9706e-04) (hash(x)=77852059)
|
| 181 |
+
1490 train 4.054435 (lr=9.9445e-04) (hash(x)=80011365)
|
| 182 |
+
1500 val loss 4.0842
|
| 183 |
+
1500 val perplexity 59.3931
|
| 184 |
+
1500 train 4.076023 (lr=9.9182e-04) (hash(x)=84496142)
|
| 185 |
+
1510 train 4.020151 (lr=9.8915e-04) (hash(x)=70186729)
|
| 186 |
+
1520 train 4.046567 (lr=9.8646e-04) (hash(x)=74854227)
|
| 187 |
+
1530 train 3.950061 (lr=9.8374e-04) (hash(x)=77468161)
|
| 188 |
+
1540 train 3.964249 (lr=9.8099e-04) (hash(x)=87853059)
|
| 189 |
+
1550 train 3.906557 (lr=9.7821e-04) (hash(x)=71225436)
|
| 190 |
+
1560 train 3.997622 (lr=9.7540e-04) (hash(x)=84072783)
|
| 191 |
+
1570 train 4.039251 (lr=9.7257e-04) (hash(x)=72723098)
|
| 192 |
+
1580 train 4.062483 (lr=9.6971e-04) (hash(x)=90409866)
|
| 193 |
+
1590 train 4.136001 (lr=9.6683e-04) (hash(x)=87481378)
|
| 194 |
+
1600 val loss 4.0522
|
| 195 |
+
1600 val perplexity 57.5214
|
| 196 |
+
1600 train 4.119957 (lr=9.6391e-04) (hash(x)=77643862)
|
| 197 |
+
1610 train 3.990543 (lr=9.6097e-04) (hash(x)=88862575)
|
| 198 |
+
1620 train 4.068557 (lr=9.5801e-04) (hash(x)=84612581)
|
| 199 |
+
1630 train 4.058760 (lr=9.5502e-04) (hash(x)=87075989)
|
| 200 |
+
1640 train 3.937635 (lr=9.5200e-04) (hash(x)=88277361)
|
| 201 |
+
1650 train 4.060308 (lr=9.4896e-04) (hash(x)=78750236)
|
| 202 |
+
1660 train 3.969020 (lr=9.4589e-04) (hash(x)=82604581)
|
| 203 |
+
1670 train 3.816258 (lr=9.4280e-04) (hash(x)=68482265)
|
| 204 |
+
1680 train 3.944312 (lr=9.3968e-04) (hash(x)=75088835)
|
| 205 |
+
1690 train 3.896916 (lr=9.3654e-04) (hash(x)=66060989)
|
| 206 |
+
1700 val loss 4.0454
|
| 207 |
+
1700 val perplexity 57.1322
|
| 208 |
+
1700 train 4.044021 (lr=9.3337e-04) (hash(x)=79986754)
|
| 209 |
+
1710 train 4.016147 (lr=9.3018e-04) (hash(x)=83657930)
|
| 210 |
+
1720 train 3.954728 (lr=9.2696e-04) (hash(x)=81754135)
|
| 211 |
+
1730 train 4.067877 (lr=9.2372e-04) (hash(x)=78904427)
|
| 212 |
+
1740 train 3.957759 (lr=9.2046e-04) (hash(x)=85920177)
|
| 213 |
+
1750 train 4.012961 (lr=9.1717e-04) (hash(x)=86573211)
|
| 214 |
+
1760 train 3.971363 (lr=9.1386e-04) (hash(x)=81737128)
|
| 215 |
+
1770 train 3.959318 (lr=9.1053e-04) (hash(x)=77400968)
|
| 216 |
+
1780 train 3.974947 (lr=9.0718e-04) (hash(x)=73545497)
|
| 217 |
+
1790 train 4.238018 (lr=9.0380e-04) (hash(x)=71641943)
|
| 218 |
+
1800 val loss 3.9953
|
| 219 |
+
1800 val perplexity 54.3410
|
| 220 |
+
1800 train 4.077914 (lr=9.0040e-04) (hash(x)=87819781)
|
| 221 |
+
1810 train 3.927141 (lr=8.9698e-04) (hash(x)=86870770)
|
| 222 |
+
1820 train 3.936436 (lr=8.9354e-04) (hash(x)=82522211)
|
| 223 |
+
1830 train 4.039681 (lr=8.9008e-04) (hash(x)=61947437)
|
| 224 |
+
1840 train 3.900562 (lr=8.8660e-04) (hash(x)=79865406)
|
| 225 |
+
1850 train 3.858319 (lr=8.8309e-04) (hash(x)=79828721)
|
| 226 |
+
1860 train 3.992100 (lr=8.7957e-04) (hash(x)=80869571)
|
| 227 |
+
1870 train 3.991360 (lr=8.7602e-04) (hash(x)=73780971)
|
| 228 |
+
1880 train 3.943579 (lr=8.7245e-04) (hash(x)=79249549)
|
| 229 |
+
1890 train 4.003957 (lr=8.6887e-04) (hash(x)=81041904)
|
| 230 |
+
1900 val loss 3.9705
|
| 231 |
+
1900 val perplexity 53.0125
|
| 232 |
+
1900 train 4.077603 (lr=8.6527e-04) (hash(x)=82456430)
|
| 233 |
+
1910 train 3.830985 (lr=8.6164e-04) (hash(x)=82222135)
|
| 234 |
+
1920 train 3.879108 (lr=8.5800e-04) (hash(x)=70033249)
|
| 235 |
+
1930 train 3.868621 (lr=8.5434e-04) (hash(x)=72887360)
|
| 236 |
+
1940 train 3.911269 (lr=8.5066e-04) (hash(x)=83251100)
|
| 237 |
+
1950 train 3.954086 (lr=8.4696e-04) (hash(x)=79660266)
|
| 238 |
+
1960 train 3.837053 (lr=8.4324e-04) (hash(x)=78919068)
|
| 239 |
+
1970 train 3.945691 (lr=8.3951e-04) (hash(x)=94690431)
|
| 240 |
+
1980 train 3.756617 (lr=8.3576e-04) (hash(x)=88153756)
|
| 241 |
+
1990 train 3.822566 (lr=8.3199e-04) (hash(x)=77195688)
|
| 242 |
+
2000 val loss 3.9442
|
| 243 |
+
2000 val perplexity 51.6350
|
| 244 |
+
2000 train 3.899194 (lr=8.2821e-04) (hash(x)=81308591)
|
| 245 |
+
2010 train 3.960948 (lr=8.2441e-04) (hash(x)=80205479)
|
| 246 |
+
2020 train 3.875197 (lr=8.2059e-04) (hash(x)=81008704)
|
| 247 |
+
2030 train 3.939452 (lr=8.1676e-04) (hash(x)=82914358)
|
| 248 |
+
2040 train 3.949316 (lr=8.1291e-04) (hash(x)=88064399)
|
| 249 |
+
2050 train 3.965657 (lr=8.0905e-04) (hash(x)=82889390)
|
| 250 |
+
2060 train 4.032101 (lr=8.0517e-04) (hash(x)=80913554)
|
| 251 |
+
2070 train 3.867796 (lr=8.0128e-04) (hash(x)=78121791)
|
| 252 |
+
2080 train 4.008873 (lr=7.9737e-04) (hash(x)=75356657)
|
| 253 |
+
2090 train 3.831559 (lr=7.9345e-04) (hash(x)=74048412)
|
| 254 |
+
2100 val loss 3.9168
|
| 255 |
+
2100 val perplexity 50.2375
|
| 256 |
+
2100 train 3.750933 (lr=7.8951e-04) (hash(x)=68928225)
|
| 257 |
+
2110 train 3.811007 (lr=7.8556e-04) (hash(x)=93734745)
|
| 258 |
+
2120 train 3.805232 (lr=7.8160e-04) (hash(x)=72878164)
|
| 259 |
+
2130 train 3.936719 (lr=7.7762e-04) (hash(x)=71508226)
|
| 260 |
+
2140 train 3.883738 (lr=7.7363e-04) (hash(x)=84168671)
|
| 261 |
+
2150 train 3.813913 (lr=7.6963e-04) (hash(x)=74673639)
|
| 262 |
+
2160 train 3.960347 (lr=7.6562e-04) (hash(x)=75470031)
|
| 263 |
+
2170 train 3.916968 (lr=7.6160e-04) (hash(x)=74307890)
|
| 264 |
+
2180 train 4.044110 (lr=7.5756e-04) (hash(x)=77214245)
|
| 265 |
+
2190 train 3.819544 (lr=7.5351e-04) (hash(x)=88628359)
|
| 266 |
+
2200 val loss 3.8968
|
| 267 |
+
2200 val perplexity 49.2450
|
| 268 |
+
2200 train 3.849860 (lr=7.4945e-04) (hash(x)=74779126)
|
| 269 |
+
2210 train 3.885951 (lr=7.4538e-04) (hash(x)=79817976)
|
| 270 |
+
2220 train 3.834644 (lr=7.4130e-04) (hash(x)=75258996)
|
| 271 |
+
2230 train 3.817886 (lr=7.3721e-04) (hash(x)=88164047)
|
| 272 |
+
2240 train 3.789312 (lr=7.3312e-04) (hash(x)=78580686)
|
| 273 |
+
2250 train 3.718031 (lr=7.2901e-04) (hash(x)=76510617)
|
| 274 |
+
2260 train 3.800533 (lr=7.2489e-04) (hash(x)=76043966)
|
| 275 |
+
2270 train 3.773804 (lr=7.2076e-04) (hash(x)=73062098)
|
| 276 |
+
2280 train 3.996756 (lr=7.1663e-04) (hash(x)=81885909)
|
| 277 |
+
2290 train 3.938942 (lr=7.1248e-04) (hash(x)=81481741)
|
| 278 |
+
2300 val loss 3.8686
|
| 279 |
+
2300 val perplexity 47.8772
|
| 280 |
+
2300 train 3.791670 (lr=7.0833e-04) (hash(x)=82104275)
|
| 281 |
+
2310 train 3.834989 (lr=7.0417e-04) (hash(x)=82137309)
|
| 282 |
+
2320 train 3.810956 (lr=7.0001e-04) (hash(x)=86741167)
|
| 283 |
+
2330 train 3.831178 (lr=6.9583e-04) (hash(x)=84796263)
|
| 284 |
+
2340 train 3.832447 (lr=6.9165e-04) (hash(x)=169966529)
|
| 285 |
+
2350 train 3.697254 (lr=6.8747e-04) (hash(x)=80006061)
|
| 286 |
+
2360 train 3.728132 (lr=6.8327e-04) (hash(x)=71090999)
|
| 287 |
+
2370 train 3.861786 (lr=6.7908e-04) (hash(x)=86641850)
|
| 288 |
+
2380 train 3.758636 (lr=6.7487e-04) (hash(x)=84573253)
|
| 289 |
+
2390 train 3.802048 (lr=6.7066e-04) (hash(x)=74483764)
|
| 290 |
+
2400 val loss 3.8548
|
| 291 |
+
2400 val perplexity 47.2179
|
| 292 |
+
2400 train 3.773594 (lr=6.6645e-04) (hash(x)=78327659)
|
| 293 |
+
2410 train 3.842611 (lr=6.6223e-04) (hash(x)=77273627)
|
| 294 |
+
2420 train 3.711723 (lr=6.5801e-04) (hash(x)=76938049)
|
| 295 |
+
2430 train 3.706744 (lr=6.5378e-04) (hash(x)=98449442)
|
| 296 |
+
2440 train 3.574069 (lr=6.4955e-04) (hash(x)=78157797)
|
| 297 |
+
2450 train 3.604078 (lr=6.4532e-04) (hash(x)=80637582)
|
| 298 |
+
2460 train 3.589767 (lr=6.4108e-04) (hash(x)=80023854)
|
| 299 |
+
2470 train 3.659685 (lr=6.3684e-04) (hash(x)=86678884)
|
| 300 |
+
2480 train 3.876194 (lr=6.3260e-04) (hash(x)=84086469)
|
| 301 |
+
2490 train 3.878760 (lr=6.2836e-04) (hash(x)=83131141)
|
| 302 |
+
2500 val loss 3.8298
|
| 303 |
+
2500 val perplexity 46.0523
|
| 304 |
+
2500 train 3.802939 (lr=6.2412e-04) (hash(x)=82583497)
|
| 305 |
+
2510 train 3.872084 (lr=6.1987e-04) (hash(x)=79164326)
|
| 306 |
+
2520 train 3.782255 (lr=6.1562e-04) (hash(x)=76456503)
|
| 307 |
+
2530 train 3.842618 (lr=6.1137e-04) (hash(x)=82001228)
|
| 308 |
+
2540 train 3.864188 (lr=6.0712e-04) (hash(x)=75615595)
|
| 309 |
+
2550 train 3.825737 (lr=6.0288e-04) (hash(x)=78397869)
|
| 310 |
+
2560 train 3.831112 (lr=5.9863e-04) (hash(x)=75547032)
|
| 311 |
+
2570 train 3.731234 (lr=5.9438e-04) (hash(x)=89201025)
|
| 312 |
+
2580 train 3.717185 (lr=5.9013e-04) (hash(x)=89856704)
|
| 313 |
+
2590 train 3.743209 (lr=5.8588e-04) (hash(x)=82175682)
|
| 314 |
+
2600 val loss 3.8114
|
| 315 |
+
2600 val perplexity 45.2135
|
| 316 |
+
2600 train 3.760480 (lr=5.8164e-04) (hash(x)=78312826)
|
| 317 |
+
2610 train 3.729207 (lr=5.7740e-04) (hash(x)=77066588)
|
| 318 |
+
2620 train 3.558684 (lr=5.7316e-04) (hash(x)=78666061)
|
| 319 |
+
2630 train 3.567750 (lr=5.6892e-04) (hash(x)=93762143)
|
| 320 |
+
2640 train 3.600749 (lr=5.6468e-04) (hash(x)=83191587)
|
| 321 |
+
2650 train 3.500990 (lr=5.6045e-04) (hash(x)=87169585)
|
| 322 |
+
2660 train 3.709935 (lr=5.5622e-04) (hash(x)=86426388)
|
| 323 |
+
2670 train 3.837295 (lr=5.5199e-04) (hash(x)=76692638)
|
| 324 |
+
2680 train 3.760231 (lr=5.4777e-04) (hash(x)=77446063)
|
| 325 |
+
2690 train 3.765251 (lr=5.4355e-04) (hash(x)=79809050)
|
| 326 |
+
2700 val loss 3.8011
|
| 327 |
+
2700 val perplexity 44.7522
|
| 328 |
+
2700 train 3.695371 (lr=5.3934e-04) (hash(x)=83116823)
|
| 329 |
+
2710 train 3.804982 (lr=5.3513e-04) (hash(x)=75622148)
|
| 330 |
+
2720 train 3.747609 (lr=5.3092e-04) (hash(x)=80690512)
|
| 331 |
+
2730 train 3.817831 (lr=5.2673e-04) (hash(x)=78009984)
|
| 332 |
+
2740 train 3.766338 (lr=5.2253e-04) (hash(x)=74205488)
|
| 333 |
+
2750 train 3.772201 (lr=5.1835e-04) (hash(x)=91013332)
|
| 334 |
+
2760 train 3.690882 (lr=5.1417e-04) (hash(x)=76954961)
|
| 335 |
+
2770 train 3.706548 (lr=5.0999e-04) (hash(x)=79390317)
|
| 336 |
+
2780 train 3.581005 (lr=5.0583e-04) (hash(x)=70168783)
|
| 337 |
+
2790 train 3.756411 (lr=5.0167e-04) (hash(x)=76028417)
|
| 338 |
+
2800 val loss 3.7796
|
| 339 |
+
2800 val perplexity 43.7999
|
| 340 |
+
2800 train 3.571620 (lr=4.9752e-04) (hash(x)=77656050)
|
| 341 |
+
2810 train 3.604223 (lr=4.9337e-04) (hash(x)=94248216)
|
| 342 |
+
2820 train 3.674189 (lr=4.8924e-04) (hash(x)=78305078)
|
| 343 |
+
2830 train 3.579343 (lr=4.8511e-04) (hash(x)=79948848)
|
| 344 |
+
2840 train 3.434459 (lr=4.8099e-04) (hash(x)=85341024)
|
| 345 |
+
2850 train 3.741311 (lr=4.7688e-04) (hash(x)=78735170)
|
| 346 |
+
2860 train 3.998635 (lr=4.7279e-04) (hash(x)=71616419)
|
| 347 |
+
2870 train 3.748865 (lr=4.6870e-04) (hash(x)=78656517)
|
| 348 |
+
2880 train 3.784396 (lr=4.6462e-04) (hash(x)=80073987)
|
| 349 |
+
2890 train 3.715552 (lr=4.6055e-04) (hash(x)=76894809)
|
| 350 |
+
2900 val loss 3.7525
|
| 351 |
+
2900 val perplexity 42.6286
|
| 352 |
+
2900 train 3.692803 (lr=4.5649e-04) (hash(x)=80499838)
|
| 353 |
+
2910 train 3.751588 (lr=4.5244e-04) (hash(x)=72673354)
|
| 354 |
+
2920 train 3.738551 (lr=4.4840e-04) (hash(x)=84265768)
|
| 355 |
+
2930 train 3.752976 (lr=4.4438e-04) (hash(x)=79612060)
|
| 356 |
+
2940 train 3.611722 (lr=4.4037e-04) (hash(x)=74970087)
|
| 357 |
+
2950 train 3.770883 (lr=4.3637e-04) (hash(x)=84166818)
|
| 358 |
+
2960 train 3.753421 (lr=4.3238e-04) (hash(x)=89410221)
|
| 359 |
+
2970 train 3.694148 (lr=4.2840e-04) (hash(x)=75672566)
|
| 360 |
+
2980 train 3.555663 (lr=4.2444e-04) (hash(x)=81760314)
|
| 361 |
+
2990 train 3.513971 (lr=4.2049e-04) (hash(x)=80605200)
|
| 362 |
+
3000 val loss 3.7507
|
| 363 |
+
3000 val perplexity 42.5522
|
| 364 |
+
3000 train 3.508072 (lr=4.1655e-04) (hash(x)=83804735)
|
| 365 |
+
3010 train 3.442295 (lr=4.1263e-04) (hash(x)=77015303)
|
| 366 |
+
3020 train 3.518922 (lr=4.0872e-04) (hash(x)=81464523)
|
| 367 |
+
3030 train 3.689390 (lr=4.0483e-04) (hash(x)=80168230)
|
| 368 |
+
3040 train 3.637225 (lr=4.0095e-04) (hash(x)=84817006)
|
| 369 |
+
3050 train 3.759151 (lr=3.9709e-04) (hash(x)=71601811)
|
| 370 |
+
3060 train 3.685386 (lr=3.9324e-04) (hash(x)=85499733)
|
| 371 |
+
3070 train 3.749075 (lr=3.8941e-04) (hash(x)=78670408)
|
| 372 |
+
3080 train 3.639569 (lr=3.8559e-04) (hash(x)=77120468)
|
| 373 |
+
3090 train 3.740806 (lr=3.8179e-04) (hash(x)=77927426)
|
| 374 |
+
3100 val loss 3.7280
|
| 375 |
+
3100 val perplexity 41.5963
|
| 376 |
+
3100 train 3.760978 (lr=3.7801e-04) (hash(x)=83998606)
|
| 377 |
+
3110 train 3.665764 (lr=3.7424e-04) (hash(x)=77990218)
|
| 378 |
+
3120 train 3.571621 (lr=3.7049e-04) (hash(x)=81623970)
|
| 379 |
+
3130 train 3.547453 (lr=3.6676e-04) (hash(x)=75014781)
|
| 380 |
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3140 train 3.603150 (lr=3.6304e-04) (hash(x)=72591250)
|
| 381 |
+
3150 train 3.616159 (lr=3.5934e-04) (hash(x)=81421847)
|
| 382 |
+
3160 train 3.651038 (lr=3.5566e-04) (hash(x)=75112631)
|
| 383 |
+
3170 train 3.738703 (lr=3.5200e-04) (hash(x)=87518033)
|
| 384 |
+
3180 train 3.613797 (lr=3.4836e-04) (hash(x)=78648348)
|
| 385 |
+
3190 train 3.711400 (lr=3.4473e-04) (hash(x)=78270029)
|
| 386 |
+
3200 val loss 3.7077
|
| 387 |
+
3200 val perplexity 40.7617
|
| 388 |
+
3200 train 3.770373 (lr=3.4113e-04) (hash(x)=83380714)
|
| 389 |
+
3210 train 3.972090 (lr=3.3755e-04) (hash(x)=67804991)
|
| 390 |
+
3220 train 3.696630 (lr=3.3398e-04) (hash(x)=76968804)
|
| 391 |
+
3230 train 3.632787 (lr=3.3043e-04) (hash(x)=75798670)
|
| 392 |
+
3240 train 3.702713 (lr=3.2691e-04) (hash(x)=83192811)
|
| 393 |
+
3250 train 3.638588 (lr=3.2340e-04) (hash(x)=81659789)
|
| 394 |
+
3260 train 3.699224 (lr=3.1992e-04) (hash(x)=80622502)
|
| 395 |
+
3270 train 3.657024 (lr=3.1646e-04) (hash(x)=85436511)
|
| 396 |
+
3280 train 3.599761 (lr=3.1302e-04) (hash(x)=80589180)
|
| 397 |
+
3290 train 3.737832 (lr=3.0960e-04) (hash(x)=85747193)
|
| 398 |
+
3300 val loss 3.7018
|
| 399 |
+
3300 val perplexity 40.5219
|
| 400 |
+
3300 train 3.606405 (lr=3.0620e-04) (hash(x)=74635692)
|
| 401 |
+
3310 train 3.592783 (lr=3.0282e-04) (hash(x)=82045455)
|
| 402 |
+
3320 train 3.462363 (lr=2.9947e-04) (hash(x)=73249173)
|
| 403 |
+
3330 train 3.433679 (lr=2.9614e-04) (hash(x)=71492338)
|
| 404 |
+
3340 train 3.755567 (lr=2.9283e-04) (hash(x)=76374071)
|
| 405 |
+
3350 train 3.718253 (lr=2.8954e-04) (hash(x)=80474064)
|
| 406 |
+
3360 train 3.624371 (lr=2.8628e-04) (hash(x)=84390892)
|
| 407 |
+
3370 train 3.669072 (lr=2.8304e-04) (hash(x)=83399949)
|
| 408 |
+
3380 train 3.727339 (lr=2.7982e-04) (hash(x)=77648059)
|
| 409 |
+
3390 train 3.709234 (lr=2.7663e-04) (hash(x)=80152701)
|
| 410 |
+
3400 val loss 3.6817
|
| 411 |
+
3400 val perplexity 39.7126
|
| 412 |
+
3400 train 3.756711 (lr=2.7346e-04) (hash(x)=81952545)
|
| 413 |
+
3410 train 3.704240 (lr=2.7032e-04) (hash(x)=80908993)
|
| 414 |
+
3420 train 3.762988 (lr=2.6720e-04) (hash(x)=79610037)
|
| 415 |
+
3430 train 3.622795 (lr=2.6411e-04) (hash(x)=87624382)
|
| 416 |
+
3440 train 3.684423 (lr=2.6104e-04) (hash(x)=82336381)
|
| 417 |
+
3450 train 3.662417 (lr=2.5800e-04) (hash(x)=87687835)
|
| 418 |
+
3460 train 3.658631 (lr=2.5498e-04) (hash(x)=76376135)
|
| 419 |
+
3470 train 3.581032 (lr=2.5199e-04) (hash(x)=79331391)
|
| 420 |
+
3480 train 3.478157 (lr=2.4903e-04) (hash(x)=107002681)
|
| 421 |
+
3490 train 3.567198 (lr=2.4609e-04) (hash(x)=77465514)
|
| 422 |
+
3500 val loss 3.6773
|
| 423 |
+
3500 val perplexity 39.5395
|
| 424 |
+
3500 train 3.518415 (lr=2.4317e-04) (hash(x)=88237229)
|
| 425 |
+
3510 train 3.585329 (lr=2.4029e-04) (hash(x)=81011739)
|
| 426 |
+
3520 train 3.656094 (lr=2.3743e-04) (hash(x)=64643427)
|
| 427 |
+
3530 train 3.919589 (lr=2.3460e-04) (hash(x)=78029539)
|
| 428 |
+
3540 train 3.741247 (lr=2.3179e-04) (hash(x)=83188968)
|
| 429 |
+
3550 train 3.758886 (lr=2.2901e-04) (hash(x)=86104185)
|
| 430 |
+
3560 train 3.675321 (lr=2.2626e-04) (hash(x)=81993629)
|
| 431 |
+
3570 train 3.662072 (lr=2.2354e-04) (hash(x)=72719368)
|
| 432 |
+
3580 train 3.656847 (lr=2.2085e-04) (hash(x)=90091487)
|
| 433 |
+
3590 train 3.558111 (lr=2.1818e-04) (hash(x)=77393152)
|
| 434 |
+
3600 val loss 3.6595
|
| 435 |
+
3600 val perplexity 38.8401
|
| 436 |
+
3600 train 3.675836 (lr=2.1555e-04) (hash(x)=73103504)
|
| 437 |
+
3610 train 3.670533 (lr=2.1294e-04) (hash(x)=84429400)
|
| 438 |
+
3620 train 3.651653 (lr=2.1036e-04) (hash(x)=77021795)
|
| 439 |
+
3630 train 3.604457 (lr=2.0781e-04) (hash(x)=92830605)
|
| 440 |
+
3640 train 3.810380 (lr=2.0529e-04) (hash(x)=78313175)
|
| 441 |
+
3650 train 3.615402 (lr=2.0280e-04) (hash(x)=85395549)
|
| 442 |
+
3660 train 3.403794 (lr=2.0033e-04) (hash(x)=78114459)
|
| 443 |
+
3670 train 3.518053 (lr=1.9790e-04) (hash(x)=74968316)
|
| 444 |
+
3680 train 3.455226 (lr=1.9550e-04) (hash(x)=73358737)
|
| 445 |
+
3690 train 3.532461 (lr=1.9313e-04) (hash(x)=76399442)
|
| 446 |
+
3700 val loss 3.6580
|
| 447 |
+
3700 val perplexity 38.7827
|
| 448 |
+
3700 train 3.552499 (lr=1.9079e-04) (hash(x)=74039273)
|
| 449 |
+
3710 train 3.712361 (lr=1.8848e-04) (hash(x)=79299680)
|
| 450 |
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3720 train 3.620580 (lr=1.8619e-04) (hash(x)=94701498)
|
| 451 |
+
3730 train 3.708876 (lr=1.8395e-04) (hash(x)=75352071)
|
| 452 |
+
3740 train 3.591024 (lr=1.8173e-04) (hash(x)=77909487)
|
| 453 |
+
3750 train 3.713280 (lr=1.7954e-04) (hash(x)=73986730)
|
| 454 |
+
3760 train 3.657649 (lr=1.7738e-04) (hash(x)=79325763)
|
| 455 |
+
3770 train 3.711245 (lr=1.7526e-04) (hash(x)=72457818)
|
| 456 |
+
3780 train 3.823178 (lr=1.7317e-04) (hash(x)=71775590)
|
| 457 |
+
3790 train 3.726119 (lr=1.7111e-04) (hash(x)=82638943)
|
| 458 |
+
3800 val loss 3.6413
|
| 459 |
+
3800 val perplexity 38.1428
|
| 460 |
+
3800 train 3.711207 (lr=1.6908e-04) (hash(x)=79965893)
|
| 461 |
+
3810 train 3.640477 (lr=1.6708e-04) (hash(x)=72598235)
|
| 462 |
+
3820 train 3.625092 (lr=1.6511e-04) (hash(x)=83113889)
|
| 463 |
+
3830 train 3.673477 (lr=1.6318e-04) (hash(x)=74434590)
|
| 464 |
+
3840 train 3.595909 (lr=1.6128e-04) (hash(x)=82860348)
|
| 465 |
+
3850 train 3.543486 (lr=1.5942e-04) (hash(x)=78067565)
|
| 466 |
+
3860 train 3.592093 (lr=1.5758e-04) (hash(x)=82592498)
|
| 467 |
+
3870 train 3.531690 (lr=1.5578e-04) (hash(x)=81820733)
|
| 468 |
+
3880 train 3.549488 (lr=1.5401e-04) (hash(x)=87709040)
|
| 469 |
+
3890 train 3.582044 (lr=1.5228e-04) (hash(x)=70379093)
|
| 470 |
+
3900 val loss 3.6356
|
| 471 |
+
3900 val perplexity 37.9257
|
| 472 |
+
3900 train 3.696838 (lr=1.5058e-04) (hash(x)=76597431)
|
| 473 |
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3910 train 3.586259 (lr=1.4891e-04) (hash(x)=90490716)
|
| 474 |
+
3920 train 3.702058 (lr=1.4727e-04) (hash(x)=81970659)
|
| 475 |
+
3930 train 3.677506 (lr=1.4567e-04) (hash(x)=81496334)
|
| 476 |
+
3940 train 3.674086 (lr=1.4411e-04) (hash(x)=75717605)
|
| 477 |
+
3950 train 3.603461 (lr=1.4257e-04) (hash(x)=82749357)
|
| 478 |
+
3960 train 3.640205 (lr=1.4108e-04) (hash(x)=89355157)
|
| 479 |
+
3970 train 3.591987 (lr=1.3961e-04) (hash(x)=78980403)
|
| 480 |
+
3980 train 3.567838 (lr=1.3818e-04) (hash(x)=76627217)
|
| 481 |
+
3990 train 3.567821 (lr=1.3678e-04) (hash(x)=72412879)
|
| 482 |
+
4000 val loss 3.6297
|
| 483 |
+
4000 val perplexity 37.7012
|
| 484 |
+
4000 train 3.586704 (lr=1.3542e-04) (hash(x)=83018142)
|
| 485 |
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4010 train 3.613476 (lr=1.3410e-04) (hash(x)=81272436)
|
| 486 |
+
4020 train 3.531390 (lr=1.3280e-04) (hash(x)=85497482)
|
| 487 |
+
4030 train 3.576227 (lr=1.3155e-04) (hash(x)=85241734)
|
| 488 |
+
4040 train 3.554715 (lr=1.3032e-04) (hash(x)=77925307)
|
| 489 |
+
4050 train 3.558371 (lr=1.2914e-04) (hash(x)=84826179)
|
| 490 |
+
4060 train 3.616383 (lr=1.2798e-04) (hash(x)=83606764)
|
| 491 |
+
4070 train 3.527624 (lr=1.2687e-04) (hash(x)=80567590)
|
| 492 |
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4080 train 3.595194 (lr=1.2578e-04) (hash(x)=76860998)
|
| 493 |
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4090 train 3.637064 (lr=1.2474e-04) (hash(x)=74902328)
|
| 494 |
+
4100 val loss 3.6185
|
| 495 |
+
4100 val perplexity 37.2803
|
| 496 |
+
4100 train 3.669662 (lr=1.2373e-04) (hash(x)=82832041)
|
| 497 |
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4110 train 3.545670 (lr=1.2275e-04) (hash(x)=79143262)
|
| 498 |
+
4120 train 3.590402 (lr=1.2181e-04) (hash(x)=77038149)
|
| 499 |
+
4130 train 3.750510 (lr=1.2091e-04) (hash(x)=86339074)
|
| 500 |
+
4140 train 3.838657 (lr=1.2004e-04) (hash(x)=76686216)
|
| 501 |
+
4150 train 3.591630 (lr=1.1920e-04) (hash(x)=70522682)
|
| 502 |
+
4160 train 3.563030 (lr=1.1841e-04) (hash(x)=90958555)
|
| 503 |
+
4170 train 3.570834 (lr=1.1764e-04) (hash(x)=91463532)
|
| 504 |
+
4180 train 3.566131 (lr=1.1692e-04) (hash(x)=81959329)
|
| 505 |
+
4190 train 3.529993 (lr=1.1623e-04) (hash(x)=83146752)
|
| 506 |
+
4200 val loss 3.6174
|
| 507 |
+
4200 val perplexity 37.2421
|
| 508 |
+
4200 train 3.506205 (lr=1.1557e-04) (hash(x)=78361715)
|
| 509 |
+
4210 train 3.648965 (lr=1.1496e-04) (hash(x)=87364889)
|
| 510 |
+
4220 train 3.517299 (lr=1.1437e-04) (hash(x)=70465156)
|
| 511 |
+
4230 train 3.677078 (lr=1.1383e-04) (hash(x)=84524081)
|
| 512 |
+
4240 train 3.611252 (lr=1.1332e-04) (hash(x)=77824868)
|
| 513 |
+
4250 train 3.635713 (lr=1.1285e-04) (hash(x)=81710711)
|
| 514 |
+
4260 train 3.622180 (lr=1.1241e-04) (hash(x)=76362728)
|
| 515 |
+
4270 train 3.621397 (lr=1.1201e-04) (hash(x)=83115208)
|
| 516 |
+
4280 train 3.530862 (lr=1.1164e-04) (hash(x)=87218314)
|
| 517 |
+
4290 train 3.692972 (lr=1.1132e-04) (hash(x)=74582673)
|
| 518 |
+
4300 val loss 3.6130
|
| 519 |
+
4300 val perplexity 37.0763
|
| 520 |
+
4300 train 3.549109 (lr=1.1103e-04) (hash(x)=77379615)
|
| 521 |
+
4310 train 3.539148 (lr=1.1077e-04) (hash(x)=78669579)
|
| 522 |
+
4320 train 3.640088 (lr=1.1055e-04) (hash(x)=83066608)
|
| 523 |
+
4330 train 3.619880 (lr=1.1037e-04) (hash(x)=83037340)
|
| 524 |
+
4340 train 3.643592 (lr=1.1022e-04) (hash(x)=82849771)
|
| 525 |
+
4350 train 3.587456 (lr=1.1011e-04) (hash(x)=76693985)
|
| 526 |
+
4360 train 3.685132 (lr=1.1004e-04) (hash(x)=77745394)
|
| 527 |
+
4370 train 3.641773 (lr=1.1000e-04) (hash(x)=79954388)
|
| 528 |
+
4374 val loss 3.6076
|
| 529 |
+
4374 val perplexity 36.8757
|
12_head_baseline_lr_11e-4/model_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:adc0fba21942d22b09db6f2cea33862e3a55dd362bc286f61ab0cbfef4fe975d
|
| 3 |
+
size 498607490
|
12_head_baseline_lr_11e-4/optimizer_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:04831d14ff7e781c327183b38f95072e62a18d6d801a9fc5582cb8169a0e88a8
|
| 3 |
+
size 990934406
|