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Browse files- 12_head_baseline_lr_14e-4_head_dim_22_fixed/args.json +1 -0
- 12_head_baseline_lr_14e-4_head_dim_22_fixed/dataloader_04374.pt +3 -0
- 12_head_baseline_lr_14e-4_head_dim_22_fixed/log2.txt +529 -0
- 12_head_baseline_lr_14e-4_head_dim_22_fixed/model_04374.pt +3 -0
- 12_head_baseline_lr_14e-4_head_dim_22_fixed/optimizer_04374.pt +3 -0
12_head_baseline_lr_14e-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_14e-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": 0.0014, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "12_head_baseline_lr_14e-4_fixed"}
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12_head_baseline_lr_14e-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_14e-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 89706.9531
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| 4 |
+
0 train 11.388936 (lr=1.9580e-06) (hash(x)=93356070)
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| 5 |
+
10 train 10.269173 (lr=2.1538e-05) (hash(x)=91253010)
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| 6 |
+
20 train 9.815946 (lr=4.1119e-05) (hash(x)=74934453)
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| 7 |
+
30 train 9.442367 (lr=6.0699e-05) (hash(x)=79278034)
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| 8 |
+
40 train 8.884886 (lr=8.0280e-05) (hash(x)=80107892)
|
| 9 |
+
50 train 8.354688 (lr=9.9860e-05) (hash(x)=70745428)
|
| 10 |
+
60 train 8.016597 (lr=1.1944e-04) (hash(x)=80077589)
|
| 11 |
+
70 train 7.594265 (lr=1.3902e-04) (hash(x)=76213766)
|
| 12 |
+
80 train 7.605256 (lr=1.5860e-04) (hash(x)=83218328)
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| 13 |
+
90 train 7.450216 (lr=1.7818e-04) (hash(x)=74855845)
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| 14 |
+
100 val loss 7.3799
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| 15 |
+
100 val perplexity 1603.4470
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| 16 |
+
100 train 7.224006 (lr=1.9776e-04) (hash(x)=82814902)
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| 17 |
+
110 train 7.158934 (lr=2.1734e-04) (hash(x)=84907741)
|
| 18 |
+
120 train 7.035166 (lr=2.3692e-04) (hash(x)=82613223)
|
| 19 |
+
130 train 6.863042 (lr=2.5650e-04) (hash(x)=83540876)
|
| 20 |
+
140 train 6.817091 (lr=2.7608e-04) (hash(x)=75095216)
|
| 21 |
+
150 train 6.869602 (lr=2.9566e-04) (hash(x)=97190944)
|
| 22 |
+
160 train 6.768077 (lr=3.1524e-04) (hash(x)=82117809)
|
| 23 |
+
170 train 6.660790 (lr=3.3483e-04) (hash(x)=70514724)
|
| 24 |
+
180 train 6.581505 (lr=3.5441e-04) (hash(x)=81029624)
|
| 25 |
+
190 train 6.480536 (lr=3.7399e-04) (hash(x)=78996841)
|
| 26 |
+
200 val loss 6.4323
|
| 27 |
+
200 val perplexity 621.6266
|
| 28 |
+
200 train 6.437474 (lr=3.9357e-04) (hash(x)=79845097)
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| 29 |
+
210 train 6.322279 (lr=4.1315e-04) (hash(x)=78997683)
|
| 30 |
+
220 train 6.230166 (lr=4.3273e-04) (hash(x)=74895865)
|
| 31 |
+
230 train 6.372021 (lr=4.5231e-04) (hash(x)=80933276)
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| 32 |
+
240 train 6.078808 (lr=4.7189e-04) (hash(x)=77664606)
|
| 33 |
+
250 train 6.117267 (lr=4.9147e-04) (hash(x)=75903930)
|
| 34 |
+
260 train 6.021396 (lr=5.1105e-04) (hash(x)=82996853)
|
| 35 |
+
270 train 5.936547 (lr=5.3063e-04) (hash(x)=73269568)
|
| 36 |
+
280 train 5.883516 (lr=5.5021e-04) (hash(x)=82906427)
|
| 37 |
+
290 train 5.804130 (lr=5.6979e-04) (hash(x)=71797895)
|
| 38 |
+
300 val loss 5.9383
|
| 39 |
+
300 val perplexity 379.3034
|
| 40 |
+
300 train 5.659815 (lr=5.8937e-04) (hash(x)=85232249)
|
| 41 |
+
310 train 5.610974 (lr=6.0895e-04) (hash(x)=75252489)
|
| 42 |
+
320 train 5.693245 (lr=6.2853e-04) (hash(x)=74394644)
|
| 43 |
+
330 train 5.770323 (lr=6.4811e-04) (hash(x)=82772910)
|
| 44 |
+
340 train 5.797123 (lr=6.6769e-04) (hash(x)=81627464)
|
| 45 |
+
350 train 5.795680 (lr=6.8727e-04) (hash(x)=84678053)
|
| 46 |
+
360 train 5.736790 (lr=7.0685e-04) (hash(x)=81884128)
|
| 47 |
+
370 train 5.725534 (lr=7.2643e-04) (hash(x)=76379242)
|
| 48 |
+
380 train 5.534879 (lr=7.4601e-04) (hash(x)=98182875)
|
| 49 |
+
390 train 5.510308 (lr=7.6559e-04) (hash(x)=79710436)
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| 50 |
+
400 val loss 5.5639
|
| 51 |
+
400 val perplexity 260.8391
|
| 52 |
+
400 train 5.509996 (lr=7.8517e-04) (hash(x)=79841071)
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| 53 |
+
410 train 5.444727 (lr=8.0476e-04) (hash(x)=75844151)
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| 54 |
+
420 train 5.462790 (lr=8.2434e-04) (hash(x)=73125036)
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| 55 |
+
430 train 5.490418 (lr=8.4392e-04) (hash(x)=84214858)
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| 56 |
+
440 train 5.391551 (lr=8.6350e-04) (hash(x)=80456994)
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| 57 |
+
450 train 5.362626 (lr=8.8308e-04) (hash(x)=76735962)
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| 58 |
+
460 train 5.277441 (lr=9.0266e-04) (hash(x)=81845446)
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| 59 |
+
470 train 5.089274 (lr=9.2224e-04) (hash(x)=76094689)
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| 60 |
+
480 train 5.220060 (lr=9.4182e-04) (hash(x)=83806686)
|
| 61 |
+
490 train 5.031739 (lr=9.6140e-04) (hash(x)=84690227)
|
| 62 |
+
500 val loss 5.3615
|
| 63 |
+
500 val perplexity 213.0372
|
| 64 |
+
500 train 5.113383 (lr=9.8098e-04) (hash(x)=71851938)
|
| 65 |
+
510 train 5.216011 (lr=1.0006e-03) (hash(x)=77159346)
|
| 66 |
+
520 train 5.263540 (lr=1.0201e-03) (hash(x)=80755753)
|
| 67 |
+
530 train 5.382292 (lr=1.0397e-03) (hash(x)=75379679)
|
| 68 |
+
540 train 5.278602 (lr=1.0593e-03) (hash(x)=82458619)
|
| 69 |
+
550 train 5.262976 (lr=1.0789e-03) (hash(x)=86366396)
|
| 70 |
+
560 train 5.259624 (lr=1.0985e-03) (hash(x)=85095044)
|
| 71 |
+
570 train 5.237655 (lr=1.1180e-03) (hash(x)=78385159)
|
| 72 |
+
580 train 5.183151 (lr=1.1376e-03) (hash(x)=79342394)
|
| 73 |
+
590 train 5.176814 (lr=1.1572e-03) (hash(x)=70782192)
|
| 74 |
+
600 val loss 5.1784
|
| 75 |
+
600 val perplexity 177.3993
|
| 76 |
+
600 train 5.161437 (lr=1.1768e-03) (hash(x)=76130353)
|
| 77 |
+
610 train 5.088160 (lr=1.1964e-03) (hash(x)=74778440)
|
| 78 |
+
620 train 5.048032 (lr=1.2159e-03) (hash(x)=79129709)
|
| 79 |
+
630 train 4.952912 (lr=1.2355e-03) (hash(x)=76469962)
|
| 80 |
+
640 train 4.951177 (lr=1.2551e-03) (hash(x)=78288049)
|
| 81 |
+
650 train 4.911243 (lr=1.2747e-03) (hash(x)=76641388)
|
| 82 |
+
660 train 4.841191 (lr=1.2943e-03) (hash(x)=75937906)
|
| 83 |
+
670 train 4.830285 (lr=1.3138e-03) (hash(x)=74807157)
|
| 84 |
+
680 train 4.733498 (lr=1.3334e-03) (hash(x)=77490144)
|
| 85 |
+
690 train 4.765818 (lr=1.3530e-03) (hash(x)=72900124)
|
| 86 |
+
700 val loss 5.0853
|
| 87 |
+
700 val perplexity 161.6347
|
| 88 |
+
700 train 4.777063 (lr=1.3726e-03) (hash(x)=73424218)
|
| 89 |
+
710 train 5.033429 (lr=1.3922e-03) (hash(x)=86052345)
|
| 90 |
+
720 train 4.980216 (lr=1.4000e-03) (hash(x)=77462613)
|
| 91 |
+
730 train 4.992654 (lr=1.3999e-03) (hash(x)=79027471)
|
| 92 |
+
740 train 4.945261 (lr=1.3999e-03) (hash(x)=78149992)
|
| 93 |
+
750 train 4.912086 (lr=1.3997e-03) (hash(x)=89147499)
|
| 94 |
+
760 train 4.916355 (lr=1.3995e-03) (hash(x)=74931538)
|
| 95 |
+
770 train 4.861145 (lr=1.3993e-03) (hash(x)=89648204)
|
| 96 |
+
780 train 4.906028 (lr=1.3990e-03) (hash(x)=83708293)
|
| 97 |
+
790 train 4.936550 (lr=1.3987e-03) (hash(x)=84336512)
|
| 98 |
+
800 val loss 4.8699
|
| 99 |
+
800 val perplexity 130.3101
|
| 100 |
+
800 train 4.790729 (lr=1.3983e-03) (hash(x)=75025285)
|
| 101 |
+
810 train 4.709366 (lr=1.3979e-03) (hash(x)=79436536)
|
| 102 |
+
820 train 4.701161 (lr=1.3974e-03) (hash(x)=90467390)
|
| 103 |
+
830 train 4.730155 (lr=1.3969e-03) (hash(x)=77292020)
|
| 104 |
+
840 train 4.658195 (lr=1.3964e-03) (hash(x)=75568927)
|
| 105 |
+
850 train 4.683330 (lr=1.3958e-03) (hash(x)=79671781)
|
| 106 |
+
860 train 4.764938 (lr=1.3951e-03) (hash(x)=84280943)
|
| 107 |
+
870 train 4.751052 (lr=1.3944e-03) (hash(x)=80901294)
|
| 108 |
+
880 train 4.870871 (lr=1.3937e-03) (hash(x)=81437584)
|
| 109 |
+
890 train 4.714358 (lr=1.3929e-03) (hash(x)=73893778)
|
| 110 |
+
900 val loss 4.7470
|
| 111 |
+
900 val perplexity 115.2379
|
| 112 |
+
900 train 4.678545 (lr=1.3921e-03) (hash(x)=74987794)
|
| 113 |
+
910 train 4.683047 (lr=1.3912e-03) (hash(x)=93721374)
|
| 114 |
+
920 train 4.659788 (lr=1.3903e-03) (hash(x)=79149678)
|
| 115 |
+
930 train 4.618722 (lr=1.3893e-03) (hash(x)=83179387)
|
| 116 |
+
940 train 4.617470 (lr=1.3883e-03) (hash(x)=89009978)
|
| 117 |
+
950 train 4.603734 (lr=1.3872e-03) (hash(x)=76483735)
|
| 118 |
+
960 train 4.535385 (lr=1.3861e-03) (hash(x)=78638850)
|
| 119 |
+
970 train 4.564167 (lr=1.3850e-03) (hash(x)=90415206)
|
| 120 |
+
980 train 4.506578 (lr=1.3838e-03) (hash(x)=90819195)
|
| 121 |
+
990 train 4.630904 (lr=1.3825e-03) (hash(x)=85938852)
|
| 122 |
+
1000 val loss 4.6188
|
| 123 |
+
1000 val perplexity 101.3773
|
| 124 |
+
1000 train 4.665431 (lr=1.3812e-03) (hash(x)=82436789)
|
| 125 |
+
1010 train 4.704231 (lr=1.3799e-03) (hash(x)=63022149)
|
| 126 |
+
1020 train 4.630691 (lr=1.3785e-03) (hash(x)=83501199)
|
| 127 |
+
1030 train 4.601912 (lr=1.3771e-03) (hash(x)=77093326)
|
| 128 |
+
1040 train 4.485398 (lr=1.3756e-03) (hash(x)=73437559)
|
| 129 |
+
1050 train 4.576779 (lr=1.3741e-03) (hash(x)=84550388)
|
| 130 |
+
1060 train 4.576516 (lr=1.3726e-03) (hash(x)=86184566)
|
| 131 |
+
1070 train 4.568489 (lr=1.3710e-03) (hash(x)=85644922)
|
| 132 |
+
1080 train 4.497795 (lr=1.3693e-03) (hash(x)=86179801)
|
| 133 |
+
1090 train 4.471739 (lr=1.3676e-03) (hash(x)=82868303)
|
| 134 |
+
1100 val loss 4.5462
|
| 135 |
+
1100 val perplexity 94.2772
|
| 136 |
+
1100 train 4.573340 (lr=1.3659e-03) (hash(x)=96780388)
|
| 137 |
+
1110 train 4.516178 (lr=1.3641e-03) (hash(x)=87223122)
|
| 138 |
+
1120 train 4.471232 (lr=1.3623e-03) (hash(x)=77292786)
|
| 139 |
+
1130 train 4.503595 (lr=1.3604e-03) (hash(x)=88761375)
|
| 140 |
+
1140 train 4.418395 (lr=1.3585e-03) (hash(x)=80956468)
|
| 141 |
+
1150 train 4.588790 (lr=1.3566e-03) (hash(x)=84725462)
|
| 142 |
+
1160 train 4.569863 (lr=1.3546e-03) (hash(x)=76098113)
|
| 143 |
+
1170 train 4.541380 (lr=1.3526e-03) (hash(x)=84387685)
|
| 144 |
+
1180 train 4.485799 (lr=1.3505e-03) (hash(x)=76120321)
|
| 145 |
+
1190 train 4.449147 (lr=1.3484e-03) (hash(x)=85974065)
|
| 146 |
+
1200 val loss 4.4633
|
| 147 |
+
1200 val perplexity 86.7724
|
| 148 |
+
1200 train 4.350276 (lr=1.3462e-03) (hash(x)=79340644)
|
| 149 |
+
1210 train 4.442726 (lr=1.3440e-03) (hash(x)=88345025)
|
| 150 |
+
1220 train 4.355567 (lr=1.3417e-03) (hash(x)=86406230)
|
| 151 |
+
1230 train 4.348337 (lr=1.3394e-03) (hash(x)=80608975)
|
| 152 |
+
1240 train 4.399980 (lr=1.3371e-03) (hash(x)=81635225)
|
| 153 |
+
1250 train 4.234939 (lr=1.3347e-03) (hash(x)=82126376)
|
| 154 |
+
1260 train 4.408626 (lr=1.3323e-03) (hash(x)=83737972)
|
| 155 |
+
1270 train 4.315550 (lr=1.3299e-03) (hash(x)=81132345)
|
| 156 |
+
1280 train 4.410818 (lr=1.3274e-03) (hash(x)=85850404)
|
| 157 |
+
1290 train 4.424012 (lr=1.3248e-03) (hash(x)=83490640)
|
| 158 |
+
1300 val loss 4.4221
|
| 159 |
+
1300 val perplexity 83.2715
|
| 160 |
+
1300 train 4.387352 (lr=1.3222e-03) (hash(x)=77545187)
|
| 161 |
+
1310 train 4.437013 (lr=1.3196e-03) (hash(x)=86412685)
|
| 162 |
+
1320 train 4.335728 (lr=1.3169e-03) (hash(x)=86429640)
|
| 163 |
+
1330 train 4.469718 (lr=1.3142e-03) (hash(x)=79645281)
|
| 164 |
+
1340 train 4.427654 (lr=1.3115e-03) (hash(x)=82668541)
|
| 165 |
+
1350 train 4.284605 (lr=1.3087e-03) (hash(x)=73627248)
|
| 166 |
+
1360 train 4.379375 (lr=1.3059e-03) (hash(x)=74845133)
|
| 167 |
+
1370 train 4.300525 (lr=1.3030e-03) (hash(x)=77850497)
|
| 168 |
+
1380 train 4.316377 (lr=1.3001e-03) (hash(x)=76143954)
|
| 169 |
+
1390 train 4.335210 (lr=1.2972e-03) (hash(x)=80675544)
|
| 170 |
+
1400 val loss 4.3955
|
| 171 |
+
1400 val perplexity 81.0856
|
| 172 |
+
1400 train 4.299941 (lr=1.2942e-03) (hash(x)=76010938)
|
| 173 |
+
1410 train 4.361124 (lr=1.2912e-03) (hash(x)=81260300)
|
| 174 |
+
1420 train 4.469017 (lr=1.2881e-03) (hash(x)=83803629)
|
| 175 |
+
1430 train 4.297252 (lr=1.2850e-03) (hash(x)=83840110)
|
| 176 |
+
1440 train 4.492138 (lr=1.2819e-03) (hash(x)=97711831)
|
| 177 |
+
1450 train 4.361652 (lr=1.2787e-03) (hash(x)=81110139)
|
| 178 |
+
1460 train 4.278702 (lr=1.2755e-03) (hash(x)=90942839)
|
| 179 |
+
1470 train 4.321516 (lr=1.2723e-03) (hash(x)=80721564)
|
| 180 |
+
1480 train 4.423439 (lr=1.2690e-03) (hash(x)=77852059)
|
| 181 |
+
1490 train 4.314808 (lr=1.2657e-03) (hash(x)=80011365)
|
| 182 |
+
1500 val loss 4.3513
|
| 183 |
+
1500 val perplexity 77.5786
|
| 184 |
+
1500 train 4.336928 (lr=1.2623e-03) (hash(x)=84496142)
|
| 185 |
+
1510 train 4.280108 (lr=1.2589e-03) (hash(x)=70186729)
|
| 186 |
+
1520 train 4.297036 (lr=1.2555e-03) (hash(x)=74854227)
|
| 187 |
+
1530 train 4.204149 (lr=1.2520e-03) (hash(x)=77468161)
|
| 188 |
+
1540 train 4.225402 (lr=1.2485e-03) (hash(x)=87853059)
|
| 189 |
+
1550 train 4.153730 (lr=1.2450e-03) (hash(x)=71225436)
|
| 190 |
+
1560 train 4.257272 (lr=1.2414e-03) (hash(x)=84072783)
|
| 191 |
+
1570 train 4.306070 (lr=1.2378e-03) (hash(x)=72723098)
|
| 192 |
+
1580 train 4.323853 (lr=1.2342e-03) (hash(x)=90409866)
|
| 193 |
+
1590 train 4.395305 (lr=1.2305e-03) (hash(x)=87481378)
|
| 194 |
+
1600 val loss 4.3239
|
| 195 |
+
1600 val perplexity 75.4836
|
| 196 |
+
1600 train 4.385012 (lr=1.2268e-03) (hash(x)=77643862)
|
| 197 |
+
1610 train 4.270534 (lr=1.2231e-03) (hash(x)=88862575)
|
| 198 |
+
1620 train 4.280600 (lr=1.2193e-03) (hash(x)=84612581)
|
| 199 |
+
1630 train 4.320957 (lr=1.2155e-03) (hash(x)=87075989)
|
| 200 |
+
1640 train 4.204237 (lr=1.2116e-03) (hash(x)=88277361)
|
| 201 |
+
1650 train 4.321087 (lr=1.2078e-03) (hash(x)=78750236)
|
| 202 |
+
1660 train 4.241452 (lr=1.2039e-03) (hash(x)=82604581)
|
| 203 |
+
1670 train 4.077402 (lr=1.1999e-03) (hash(x)=68482265)
|
| 204 |
+
1680 train 4.203552 (lr=1.1960e-03) (hash(x)=75088835)
|
| 205 |
+
1690 train 4.152542 (lr=1.1920e-03) (hash(x)=66060989)
|
| 206 |
+
1700 val loss 4.3217
|
| 207 |
+
1700 val perplexity 75.3173
|
| 208 |
+
1700 train 4.314887 (lr=1.1879e-03) (hash(x)=79986754)
|
| 209 |
+
1710 train 4.302011 (lr=1.1839e-03) (hash(x)=83657930)
|
| 210 |
+
1720 train 4.249424 (lr=1.1798e-03) (hash(x)=81754135)
|
| 211 |
+
1730 train 4.323024 (lr=1.1756e-03) (hash(x)=78904427)
|
| 212 |
+
1740 train 4.229667 (lr=1.1715e-03) (hash(x)=85920177)
|
| 213 |
+
1750 train 4.279835 (lr=1.1673e-03) (hash(x)=86573211)
|
| 214 |
+
1760 train 4.236691 (lr=1.1631e-03) (hash(x)=81737128)
|
| 215 |
+
1770 train 4.226747 (lr=1.1589e-03) (hash(x)=77400968)
|
| 216 |
+
1780 train 4.240953 (lr=1.1546e-03) (hash(x)=73545497)
|
| 217 |
+
1790 train 4.491923 (lr=1.1503e-03) (hash(x)=71641943)
|
| 218 |
+
1800 val loss 4.2727
|
| 219 |
+
1800 val perplexity 71.7125
|
| 220 |
+
1800 train 4.338652 (lr=1.1460e-03) (hash(x)=87819781)
|
| 221 |
+
1810 train 4.198794 (lr=1.1416e-03) (hash(x)=86870770)
|
| 222 |
+
1820 train 4.205305 (lr=1.1372e-03) (hash(x)=82522211)
|
| 223 |
+
1830 train 4.291976 (lr=1.1328e-03) (hash(x)=61947437)
|
| 224 |
+
1840 train 4.169750 (lr=1.1284e-03) (hash(x)=79865406)
|
| 225 |
+
1850 train 4.134159 (lr=1.1239e-03) (hash(x)=79828721)
|
| 226 |
+
1860 train 4.278442 (lr=1.1194e-03) (hash(x)=80869571)
|
| 227 |
+
1870 train 4.254370 (lr=1.1149e-03) (hash(x)=73780971)
|
| 228 |
+
1880 train 4.224275 (lr=1.1104e-03) (hash(x)=79249549)
|
| 229 |
+
1890 train 4.273096 (lr=1.1058e-03) (hash(x)=81041904)
|
| 230 |
+
1900 val loss 4.2495
|
| 231 |
+
1900 val perplexity 70.0704
|
| 232 |
+
1900 train 4.342704 (lr=1.1012e-03) (hash(x)=82456430)
|
| 233 |
+
1910 train 4.114508 (lr=1.0966e-03) (hash(x)=82222135)
|
| 234 |
+
1920 train 4.154860 (lr=1.0920e-03) (hash(x)=70033249)
|
| 235 |
+
1930 train 4.138369 (lr=1.0873e-03) (hash(x)=72887360)
|
| 236 |
+
1940 train 4.185388 (lr=1.0827e-03) (hash(x)=83251100)
|
| 237 |
+
1950 train 4.224561 (lr=1.0779e-03) (hash(x)=79660266)
|
| 238 |
+
1960 train 4.104279 (lr=1.0732e-03) (hash(x)=78919068)
|
| 239 |
+
1970 train 4.204835 (lr=1.0685e-03) (hash(x)=94690431)
|
| 240 |
+
1980 train 4.041948 (lr=1.0637e-03) (hash(x)=88153756)
|
| 241 |
+
1990 train 4.095307 (lr=1.0589e-03) (hash(x)=77195688)
|
| 242 |
+
2000 val loss 4.2264
|
| 243 |
+
2000 val perplexity 68.4718
|
| 244 |
+
2000 train 4.188838 (lr=1.0541e-03) (hash(x)=81308591)
|
| 245 |
+
2010 train 4.242614 (lr=1.0492e-03) (hash(x)=80205479)
|
| 246 |
+
2020 train 4.156966 (lr=1.0444e-03) (hash(x)=81008704)
|
| 247 |
+
2030 train 4.226622 (lr=1.0395e-03) (hash(x)=82914358)
|
| 248 |
+
2040 train 4.236078 (lr=1.0346e-03) (hash(x)=88064399)
|
| 249 |
+
2050 train 4.235309 (lr=1.0297e-03) (hash(x)=82889390)
|
| 250 |
+
2060 train 4.306657 (lr=1.0248e-03) (hash(x)=80913554)
|
| 251 |
+
2070 train 4.147379 (lr=1.0198e-03) (hash(x)=78121791)
|
| 252 |
+
2080 train 4.283545 (lr=1.0148e-03) (hash(x)=75356657)
|
| 253 |
+
2090 train 4.110053 (lr=1.0098e-03) (hash(x)=74048412)
|
| 254 |
+
2100 val loss 4.2012
|
| 255 |
+
2100 val perplexity 66.7695
|
| 256 |
+
2100 train 4.031313 (lr=1.0048e-03) (hash(x)=68928225)
|
| 257 |
+
2110 train 4.083453 (lr=9.9981e-04) (hash(x)=93734745)
|
| 258 |
+
2120 train 4.077950 (lr=9.9476e-04) (hash(x)=72878164)
|
| 259 |
+
2130 train 4.205284 (lr=9.8970e-04) (hash(x)=71508226)
|
| 260 |
+
2140 train 4.162617 (lr=9.8463e-04) (hash(x)=84168671)
|
| 261 |
+
2150 train 4.100291 (lr=9.7953e-04) (hash(x)=74673639)
|
| 262 |
+
2160 train 4.249869 (lr=9.7443e-04) (hash(x)=75470031)
|
| 263 |
+
2170 train 4.203418 (lr=9.6930e-04) (hash(x)=74307890)
|
| 264 |
+
2180 train 4.318921 (lr=9.6417e-04) (hash(x)=77214245)
|
| 265 |
+
2190 train 4.106559 (lr=9.5901e-04) (hash(x)=88628359)
|
| 266 |
+
2200 val loss 4.1826
|
| 267 |
+
2200 val perplexity 65.5387
|
| 268 |
+
2200 train 4.121032 (lr=9.5385e-04) (hash(x)=74779126)
|
| 269 |
+
2210 train 4.155656 (lr=9.4867e-04) (hash(x)=79817976)
|
| 270 |
+
2220 train 4.110496 (lr=9.4348e-04) (hash(x)=75258996)
|
| 271 |
+
2230 train 4.086431 (lr=9.3827e-04) (hash(x)=88164047)
|
| 272 |
+
2240 train 4.063107 (lr=9.3306e-04) (hash(x)=78580686)
|
| 273 |
+
2250 train 4.004002 (lr=9.2783e-04) (hash(x)=76510617)
|
| 274 |
+
2260 train 4.082332 (lr=9.2259e-04) (hash(x)=76043966)
|
| 275 |
+
2270 train 4.064415 (lr=9.1733e-04) (hash(x)=73062098)
|
| 276 |
+
2280 train 4.283959 (lr=9.1207e-04) (hash(x)=81885909)
|
| 277 |
+
2290 train 4.226594 (lr=9.0680e-04) (hash(x)=81481741)
|
| 278 |
+
2300 val loss 4.1619
|
| 279 |
+
2300 val perplexity 64.1950
|
| 280 |
+
2300 train 4.087507 (lr=9.0151e-04) (hash(x)=82104275)
|
| 281 |
+
2310 train 4.126513 (lr=8.9622e-04) (hash(x)=82137309)
|
| 282 |
+
2320 train 4.107329 (lr=8.9092e-04) (hash(x)=86741167)
|
| 283 |
+
2330 train 4.122222 (lr=8.8561e-04) (hash(x)=84796263)
|
| 284 |
+
2340 train 4.099080 (lr=8.8029e-04) (hash(x)=169966529)
|
| 285 |
+
2350 train 3.972561 (lr=8.7496e-04) (hash(x)=80006061)
|
| 286 |
+
2360 train 4.026200 (lr=8.6962e-04) (hash(x)=71090999)
|
| 287 |
+
2370 train 4.159523 (lr=8.6428e-04) (hash(x)=86641850)
|
| 288 |
+
2380 train 4.057641 (lr=8.5893e-04) (hash(x)=84573253)
|
| 289 |
+
2390 train 4.094704 (lr=8.5357e-04) (hash(x)=74483764)
|
| 290 |
+
2400 val loss 4.1565
|
| 291 |
+
2400 val perplexity 63.8453
|
| 292 |
+
2400 train 4.066572 (lr=8.4821e-04) (hash(x)=78327659)
|
| 293 |
+
2410 train 4.131469 (lr=8.4284e-04) (hash(x)=77273627)
|
| 294 |
+
2420 train 3.995170 (lr=8.3747e-04) (hash(x)=76938049)
|
| 295 |
+
2430 train 3.999827 (lr=8.3209e-04) (hash(x)=98449442)
|
| 296 |
+
2440 train 3.854039 (lr=8.2670e-04) (hash(x)=78157797)
|
| 297 |
+
2450 train 3.899999 (lr=8.2132e-04) (hash(x)=80637582)
|
| 298 |
+
2460 train 3.887086 (lr=8.1592e-04) (hash(x)=80023854)
|
| 299 |
+
2470 train 3.947611 (lr=8.1053e-04) (hash(x)=86678884)
|
| 300 |
+
2480 train 4.172515 (lr=8.0513e-04) (hash(x)=84086469)
|
| 301 |
+
2490 train 4.188626 (lr=7.9973e-04) (hash(x)=83131141)
|
| 302 |
+
2500 val loss 4.1305
|
| 303 |
+
2500 val perplexity 62.2095
|
| 304 |
+
2500 train 4.110740 (lr=7.9433e-04) (hash(x)=82583497)
|
| 305 |
+
2510 train 4.170415 (lr=7.8892e-04) (hash(x)=79164326)
|
| 306 |
+
2520 train 4.076923 (lr=7.8352e-04) (hash(x)=76456503)
|
| 307 |
+
2530 train 4.134107 (lr=7.7811e-04) (hash(x)=82001228)
|
| 308 |
+
2540 train 4.170575 (lr=7.7270e-04) (hash(x)=75615595)
|
| 309 |
+
2550 train 4.116284 (lr=7.6730e-04) (hash(x)=78397869)
|
| 310 |
+
2560 train 4.120837 (lr=7.6189e-04) (hash(x)=75547032)
|
| 311 |
+
2570 train 4.031884 (lr=7.5648e-04) (hash(x)=89201025)
|
| 312 |
+
2580 train 4.017317 (lr=7.5108e-04) (hash(x)=89856704)
|
| 313 |
+
2590 train 4.026735 (lr=7.4567e-04) (hash(x)=82175682)
|
| 314 |
+
2600 val loss 4.1136
|
| 315 |
+
2600 val perplexity 61.1674
|
| 316 |
+
2600 train 4.035299 (lr=7.4027e-04) (hash(x)=78312826)
|
| 317 |
+
2610 train 4.026513 (lr=7.3487e-04) (hash(x)=77066588)
|
| 318 |
+
2620 train 3.872179 (lr=7.2947e-04) (hash(x)=78666061)
|
| 319 |
+
2630 train 3.865324 (lr=7.2408e-04) (hash(x)=93762143)
|
| 320 |
+
2640 train 3.882591 (lr=7.1868e-04) (hash(x)=83191587)
|
| 321 |
+
2650 train 3.805134 (lr=7.1330e-04) (hash(x)=87169585)
|
| 322 |
+
2660 train 4.019222 (lr=7.0791e-04) (hash(x)=86426388)
|
| 323 |
+
2670 train 4.156046 (lr=7.0253e-04) (hash(x)=76692638)
|
| 324 |
+
2680 train 4.072478 (lr=6.9716e-04) (hash(x)=77446063)
|
| 325 |
+
2690 train 4.068733 (lr=6.9179e-04) (hash(x)=79809050)
|
| 326 |
+
2700 val loss 4.1085
|
| 327 |
+
2700 val perplexity 60.8536
|
| 328 |
+
2700 train 4.003058 (lr=6.8643e-04) (hash(x)=83116823)
|
| 329 |
+
2710 train 4.110912 (lr=6.8107e-04) (hash(x)=75622148)
|
| 330 |
+
2720 train 4.043295 (lr=6.7572e-04) (hash(x)=80690512)
|
| 331 |
+
2730 train 4.113472 (lr=6.7038e-04) (hash(x)=78009984)
|
| 332 |
+
2740 train 4.063675 (lr=6.6504e-04) (hash(x)=74205488)
|
| 333 |
+
2750 train 4.069544 (lr=6.5971e-04) (hash(x)=91013332)
|
| 334 |
+
2760 train 3.991330 (lr=6.5439e-04) (hash(x)=76954961)
|
| 335 |
+
2770 train 4.005804 (lr=6.4908e-04) (hash(x)=79390317)
|
| 336 |
+
2780 train 3.870386 (lr=6.4378e-04) (hash(x)=70168783)
|
| 337 |
+
2790 train 4.029764 (lr=6.3849e-04) (hash(x)=76028417)
|
| 338 |
+
2800 val loss 4.0861
|
| 339 |
+
2800 val perplexity 59.5073
|
| 340 |
+
2800 train 3.857347 (lr=6.3320e-04) (hash(x)=77656050)
|
| 341 |
+
2810 train 3.907868 (lr=6.2793e-04) (hash(x)=94248216)
|
| 342 |
+
2820 train 3.968151 (lr=6.2267e-04) (hash(x)=78305078)
|
| 343 |
+
2830 train 3.883700 (lr=6.1741e-04) (hash(x)=79948848)
|
| 344 |
+
2840 train 3.751257 (lr=6.1217e-04) (hash(x)=85341024)
|
| 345 |
+
2850 train 4.059037 (lr=6.0694e-04) (hash(x)=78735170)
|
| 346 |
+
2860 train 4.307292 (lr=6.0173e-04) (hash(x)=71616419)
|
| 347 |
+
2870 train 4.079407 (lr=5.9652e-04) (hash(x)=78656517)
|
| 348 |
+
2880 train 4.089142 (lr=5.9133e-04) (hash(x)=80073987)
|
| 349 |
+
2890 train 4.028285 (lr=5.8615e-04) (hash(x)=76894809)
|
| 350 |
+
2900 val loss 4.0618
|
| 351 |
+
2900 val perplexity 58.0794
|
| 352 |
+
2900 train 3.998420 (lr=5.8099e-04) (hash(x)=80499838)
|
| 353 |
+
2910 train 4.052412 (lr=5.7583e-04) (hash(x)=72673354)
|
| 354 |
+
2920 train 4.029347 (lr=5.7070e-04) (hash(x)=84265768)
|
| 355 |
+
2930 train 4.059742 (lr=5.6557e-04) (hash(x)=79612060)
|
| 356 |
+
2940 train 3.913079 (lr=5.6047e-04) (hash(x)=74970087)
|
| 357 |
+
2950 train 4.067758 (lr=5.5537e-04) (hash(x)=84166818)
|
| 358 |
+
2960 train 4.059626 (lr=5.5030e-04) (hash(x)=89410221)
|
| 359 |
+
2970 train 3.996549 (lr=5.4524e-04) (hash(x)=75672566)
|
| 360 |
+
2980 train 3.851335 (lr=5.4019e-04) (hash(x)=81760314)
|
| 361 |
+
2990 train 3.827325 (lr=5.3517e-04) (hash(x)=80605200)
|
| 362 |
+
3000 val loss 4.0606
|
| 363 |
+
3000 val perplexity 58.0099
|
| 364 |
+
3000 train 3.822360 (lr=5.3016e-04) (hash(x)=83804735)
|
| 365 |
+
3010 train 3.753647 (lr=5.2517e-04) (hash(x)=77015303)
|
| 366 |
+
3020 train 3.822413 (lr=5.2019e-04) (hash(x)=81464523)
|
| 367 |
+
3030 train 4.015129 (lr=5.1524e-04) (hash(x)=80168230)
|
| 368 |
+
3040 train 3.958127 (lr=5.1030e-04) (hash(x)=84817006)
|
| 369 |
+
3050 train 4.069607 (lr=5.0539e-04) (hash(x)=71601811)
|
| 370 |
+
3060 train 3.985832 (lr=5.0049e-04) (hash(x)=85499733)
|
| 371 |
+
3070 train 4.041065 (lr=4.9561e-04) (hash(x)=78670408)
|
| 372 |
+
3080 train 3.936787 (lr=4.9075e-04) (hash(x)=77120468)
|
| 373 |
+
3090 train 4.040203 (lr=4.8591e-04) (hash(x)=77927426)
|
| 374 |
+
3100 val loss 4.0419
|
| 375 |
+
3100 val perplexity 56.9366
|
| 376 |
+
3100 train 4.057204 (lr=4.8110e-04) (hash(x)=83998606)
|
| 377 |
+
3110 train 3.955440 (lr=4.7630e-04) (hash(x)=77990218)
|
| 378 |
+
3120 train 3.872147 (lr=4.7153e-04) (hash(x)=81623970)
|
| 379 |
+
3130 train 3.845905 (lr=4.6678e-04) (hash(x)=75014781)
|
| 380 |
+
3140 train 3.899098 (lr=4.6205e-04) (hash(x)=72591250)
|
| 381 |
+
3150 train 3.911500 (lr=4.5734e-04) (hash(x)=81421847)
|
| 382 |
+
3160 train 3.961646 (lr=4.5266e-04) (hash(x)=75112631)
|
| 383 |
+
3170 train 4.056727 (lr=4.4800e-04) (hash(x)=87518033)
|
| 384 |
+
3180 train 3.902801 (lr=4.4337e-04) (hash(x)=78648348)
|
| 385 |
+
3190 train 4.026871 (lr=4.3875e-04) (hash(x)=78270029)
|
| 386 |
+
3200 val loss 4.0230
|
| 387 |
+
3200 val perplexity 55.8685
|
| 388 |
+
3200 train 4.099795 (lr=4.3417e-04) (hash(x)=83380714)
|
| 389 |
+
3210 train 4.280150 (lr=4.2960e-04) (hash(x)=67804991)
|
| 390 |
+
3220 train 4.010918 (lr=4.2507e-04) (hash(x)=76968804)
|
| 391 |
+
3230 train 3.943396 (lr=4.2055e-04) (hash(x)=75798670)
|
| 392 |
+
3240 train 4.016018 (lr=4.1607e-04) (hash(x)=83192811)
|
| 393 |
+
3250 train 3.953175 (lr=4.1161e-04) (hash(x)=81659789)
|
| 394 |
+
3260 train 3.999028 (lr=4.0717e-04) (hash(x)=80622502)
|
| 395 |
+
3270 train 3.965233 (lr=4.0276e-04) (hash(x)=85436511)
|
| 396 |
+
3280 train 3.914549 (lr=3.9838e-04) (hash(x)=80589180)
|
| 397 |
+
3290 train 4.049939 (lr=3.9403e-04) (hash(x)=85747193)
|
| 398 |
+
3300 val loss 4.0186
|
| 399 |
+
3300 val perplexity 55.6217
|
| 400 |
+
3300 train 3.919935 (lr=3.8971e-04) (hash(x)=74635692)
|
| 401 |
+
3310 train 3.903064 (lr=3.8541e-04) (hash(x)=82045455)
|
| 402 |
+
3320 train 3.775055 (lr=3.8114e-04) (hash(x)=73249173)
|
| 403 |
+
3330 train 3.734545 (lr=3.7690e-04) (hash(x)=71492338)
|
| 404 |
+
3340 train 4.067096 (lr=3.7269e-04) (hash(x)=76374071)
|
| 405 |
+
3350 train 4.036598 (lr=3.6851e-04) (hash(x)=80474064)
|
| 406 |
+
3360 train 3.950661 (lr=3.6435e-04) (hash(x)=84390892)
|
| 407 |
+
3370 train 3.995116 (lr=3.6023e-04) (hash(x)=83399949)
|
| 408 |
+
3380 train 4.046431 (lr=3.5614e-04) (hash(x)=77648059)
|
| 409 |
+
3390 train 4.021377 (lr=3.5208e-04) (hash(x)=80152701)
|
| 410 |
+
3400 val loss 4.0004
|
| 411 |
+
3400 val perplexity 54.6204
|
| 412 |
+
3400 train 4.065968 (lr=3.4805e-04) (hash(x)=81952545)
|
| 413 |
+
3410 train 4.024397 (lr=3.4405e-04) (hash(x)=80908993)
|
| 414 |
+
3420 train 4.064485 (lr=3.4008e-04) (hash(x)=79610037)
|
| 415 |
+
3430 train 3.930072 (lr=3.3614e-04) (hash(x)=87624382)
|
| 416 |
+
3440 train 3.990571 (lr=3.3224e-04) (hash(x)=82336381)
|
| 417 |
+
3450 train 3.968970 (lr=3.2836e-04) (hash(x)=87687835)
|
| 418 |
+
3460 train 3.971879 (lr=3.2452e-04) (hash(x)=76376135)
|
| 419 |
+
3470 train 3.881922 (lr=3.2072e-04) (hash(x)=79331391)
|
| 420 |
+
3480 train 3.793657 (lr=3.1694e-04) (hash(x)=107002681)
|
| 421 |
+
3490 train 3.870641 (lr=3.1320e-04) (hash(x)=77465514)
|
| 422 |
+
3500 val loss 3.9964
|
| 423 |
+
3500 val perplexity 54.4010
|
| 424 |
+
3500 train 3.834505 (lr=3.0949e-04) (hash(x)=88237229)
|
| 425 |
+
3510 train 3.902920 (lr=3.0582e-04) (hash(x)=81011739)
|
| 426 |
+
3520 train 3.948442 (lr=3.0218e-04) (hash(x)=64643427)
|
| 427 |
+
3530 train 4.221539 (lr=2.9858e-04) (hash(x)=78029539)
|
| 428 |
+
3540 train 4.060056 (lr=2.9501e-04) (hash(x)=83188968)
|
| 429 |
+
3550 train 4.077145 (lr=2.9147e-04) (hash(x)=86104185)
|
| 430 |
+
3560 train 4.004606 (lr=2.8797e-04) (hash(x)=81993629)
|
| 431 |
+
3570 train 3.976983 (lr=2.8451e-04) (hash(x)=72719368)
|
| 432 |
+
3580 train 3.985878 (lr=2.8108e-04) (hash(x)=90091487)
|
| 433 |
+
3590 train 3.873783 (lr=2.7769e-04) (hash(x)=77393152)
|
| 434 |
+
3600 val loss 3.9783
|
| 435 |
+
3600 val perplexity 53.4270
|
| 436 |
+
3600 train 3.983576 (lr=2.7433e-04) (hash(x)=73103504)
|
| 437 |
+
3610 train 3.985864 (lr=2.7101e-04) (hash(x)=84429400)
|
| 438 |
+
3620 train 3.963993 (lr=2.6773e-04) (hash(x)=77021795)
|
| 439 |
+
3630 train 3.915364 (lr=2.6448e-04) (hash(x)=92830605)
|
| 440 |
+
3640 train 4.111061 (lr=2.6127e-04) (hash(x)=78313175)
|
| 441 |
+
3650 train 3.909412 (lr=2.5810e-04) (hash(x)=85395549)
|
| 442 |
+
3660 train 3.703520 (lr=2.5497e-04) (hash(x)=78114459)
|
| 443 |
+
3670 train 3.830884 (lr=2.5187e-04) (hash(x)=74968316)
|
| 444 |
+
3680 train 3.759836 (lr=2.4882e-04) (hash(x)=73358737)
|
| 445 |
+
3690 train 3.865160 (lr=2.4580e-04) (hash(x)=76399442)
|
| 446 |
+
3700 val loss 3.9813
|
| 447 |
+
3700 val perplexity 53.5865
|
| 448 |
+
3700 train 3.867809 (lr=2.4282e-04) (hash(x)=74039273)
|
| 449 |
+
3710 train 4.040471 (lr=2.3988e-04) (hash(x)=79299680)
|
| 450 |
+
3720 train 3.957799 (lr=2.3698e-04) (hash(x)=94701498)
|
| 451 |
+
3730 train 4.036037 (lr=2.3411e-04) (hash(x)=75352071)
|
| 452 |
+
3740 train 3.911677 (lr=2.3129e-04) (hash(x)=77909487)
|
| 453 |
+
3750 train 4.015388 (lr=2.2850e-04) (hash(x)=73986730)
|
| 454 |
+
3760 train 3.974713 (lr=2.2576e-04) (hash(x)=79325763)
|
| 455 |
+
3770 train 4.025911 (lr=2.2306e-04) (hash(x)=72457818)
|
| 456 |
+
3780 train 4.156987 (lr=2.2039e-04) (hash(x)=71775590)
|
| 457 |
+
3790 train 4.044651 (lr=2.1777e-04) (hash(x)=82638943)
|
| 458 |
+
3800 val loss 3.9651
|
| 459 |
+
3800 val perplexity 52.7269
|
| 460 |
+
3800 train 4.019753 (lr=2.1519e-04) (hash(x)=79965893)
|
| 461 |
+
3810 train 3.952237 (lr=2.1265e-04) (hash(x)=72598235)
|
| 462 |
+
3820 train 3.936225 (lr=2.1015e-04) (hash(x)=83113889)
|
| 463 |
+
3830 train 3.995459 (lr=2.0769e-04) (hash(x)=74434590)
|
| 464 |
+
3840 train 3.915186 (lr=2.0527e-04) (hash(x)=82860348)
|
| 465 |
+
3850 train 3.851002 (lr=2.0289e-04) (hash(x)=78067565)
|
| 466 |
+
3860 train 3.917578 (lr=2.0056e-04) (hash(x)=82592498)
|
| 467 |
+
3870 train 3.852836 (lr=1.9827e-04) (hash(x)=81820733)
|
| 468 |
+
3880 train 3.866150 (lr=1.9602e-04) (hash(x)=87709040)
|
| 469 |
+
3890 train 3.911203 (lr=1.9381e-04) (hash(x)=70379093)
|
| 470 |
+
3900 val loss 3.9588
|
| 471 |
+
3900 val perplexity 52.3954
|
| 472 |
+
3900 train 4.032923 (lr=1.9164e-04) (hash(x)=76597431)
|
| 473 |
+
3910 train 3.916196 (lr=1.8952e-04) (hash(x)=90490716)
|
| 474 |
+
3920 train 4.023167 (lr=1.8744e-04) (hash(x)=81970659)
|
| 475 |
+
3930 train 4.008700 (lr=1.8540e-04) (hash(x)=81496334)
|
| 476 |
+
3940 train 3.983585 (lr=1.8341e-04) (hash(x)=75717605)
|
| 477 |
+
3950 train 3.929852 (lr=1.8146e-04) (hash(x)=82749357)
|
| 478 |
+
3960 train 3.960742 (lr=1.7955e-04) (hash(x)=89355157)
|
| 479 |
+
3970 train 3.917400 (lr=1.7769e-04) (hash(x)=78980403)
|
| 480 |
+
3980 train 3.888764 (lr=1.7587e-04) (hash(x)=76627217)
|
| 481 |
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3990 train 3.889933 (lr=1.7409e-04) (hash(x)=72412879)
|
| 482 |
+
4000 val loss 3.9545
|
| 483 |
+
4000 val perplexity 52.1691
|
| 484 |
+
4000 train 3.906086 (lr=1.7236e-04) (hash(x)=83018142)
|
| 485 |
+
4010 train 3.918824 (lr=1.7067e-04) (hash(x)=81272436)
|
| 486 |
+
4020 train 3.851087 (lr=1.6902e-04) (hash(x)=85497482)
|
| 487 |
+
4030 train 3.922402 (lr=1.6742e-04) (hash(x)=85241734)
|
| 488 |
+
4040 train 3.886203 (lr=1.6587e-04) (hash(x)=77925307)
|
| 489 |
+
4050 train 3.884327 (lr=1.6436e-04) (hash(x)=84826179)
|
| 490 |
+
4060 train 3.944555 (lr=1.6289e-04) (hash(x)=83606764)
|
| 491 |
+
4070 train 3.854738 (lr=1.6147e-04) (hash(x)=80567590)
|
| 492 |
+
4080 train 3.908295 (lr=1.6009e-04) (hash(x)=76860998)
|
| 493 |
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4090 train 3.944118 (lr=1.5876e-04) (hash(x)=74902328)
|
| 494 |
+
4100 val loss 3.9438
|
| 495 |
+
4100 val perplexity 51.6167
|
| 496 |
+
4100 train 3.987155 (lr=1.5747e-04) (hash(x)=82832041)
|
| 497 |
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4110 train 3.870873 (lr=1.5623e-04) (hash(x)=79143262)
|
| 498 |
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4120 train 3.895625 (lr=1.5503e-04) (hash(x)=77038149)
|
| 499 |
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4130 train 4.079492 (lr=1.5388e-04) (hash(x)=86339074)
|
| 500 |
+
4140 train 4.140169 (lr=1.5277e-04) (hash(x)=76686216)
|
| 501 |
+
4150 train 3.919492 (lr=1.5171e-04) (hash(x)=70522682)
|
| 502 |
+
4160 train 3.885240 (lr=1.5070e-04) (hash(x)=90958555)
|
| 503 |
+
4170 train 3.911674 (lr=1.4973e-04) (hash(x)=91463532)
|
| 504 |
+
4180 train 3.896229 (lr=1.4880e-04) (hash(x)=81959329)
|
| 505 |
+
4190 train 3.850025 (lr=1.4793e-04) (hash(x)=83146752)
|
| 506 |
+
4200 val loss 3.9471
|
| 507 |
+
4200 val perplexity 51.7833
|
| 508 |
+
4200 train 3.840179 (lr=1.4709e-04) (hash(x)=78361715)
|
| 509 |
+
4210 train 3.983580 (lr=1.4631e-04) (hash(x)=87364889)
|
| 510 |
+
4220 train 3.839051 (lr=1.4557e-04) (hash(x)=70465156)
|
| 511 |
+
4230 train 3.990428 (lr=1.4487e-04) (hash(x)=84524081)
|
| 512 |
+
4240 train 3.947452 (lr=1.4423e-04) (hash(x)=77824868)
|
| 513 |
+
4250 train 3.959488 (lr=1.4362e-04) (hash(x)=81710711)
|
| 514 |
+
4260 train 3.940060 (lr=1.4307e-04) (hash(x)=76362728)
|
| 515 |
+
4270 train 3.934490 (lr=1.4256e-04) (hash(x)=83115208)
|
| 516 |
+
4280 train 3.843919 (lr=1.4209e-04) (hash(x)=87218314)
|
| 517 |
+
4290 train 4.006782 (lr=1.4168e-04) (hash(x)=74582673)
|
| 518 |
+
4300 val loss 3.9404
|
| 519 |
+
4300 val perplexity 51.4415
|
| 520 |
+
4300 train 3.882605 (lr=1.4131e-04) (hash(x)=77379615)
|
| 521 |
+
4310 train 3.856438 (lr=1.4098e-04) (hash(x)=78669579)
|
| 522 |
+
4320 train 3.975764 (lr=1.4070e-04) (hash(x)=83066608)
|
| 523 |
+
4330 train 3.936054 (lr=1.4047e-04) (hash(x)=83037340)
|
| 524 |
+
4340 train 3.978107 (lr=1.4028e-04) (hash(x)=82849771)
|
| 525 |
+
4350 train 3.914237 (lr=1.4015e-04) (hash(x)=76693985)
|
| 526 |
+
4360 train 3.998804 (lr=1.4005e-04) (hash(x)=77745394)
|
| 527 |
+
4370 train 3.959105 (lr=1.4001e-04) (hash(x)=79954388)
|
| 528 |
+
4374 val loss 3.9348
|
| 529 |
+
4374 val perplexity 51.1504
|
12_head_baseline_lr_14e-4_head_dim_22_fixed/model_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:26f0ac2e678a5f662984c8beb64fe1ca2772298cd4a89747761891445d613a2e
|
| 3 |
+
size 96858242
|
12_head_baseline_lr_14e-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:a1fd2a9a7ba59139f2e3a82f8253e1c456cec0da58b3607d658815dfdcd94c7c
|
| 3 |
+
size 187435910
|