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12_head_baseline_lr_45e-4_head_dim_22/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "logs/repro_selective_pattern_rankings/12_head_baseline_lr_45e-4_head_dim_22", "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": 0.0045, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "12_head_baseline_lr_45e-4"}
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12_head_baseline_lr_45e-4_head_dim_22/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_45e-4_head_dim_22/log2.txt
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| 1 |
+
max_steps: 4375
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| 2 |
+
0 val loss 10.9076
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| 3 |
+
0 val perplexity 54591.7773
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| 4 |
+
0 train 10.908084 (lr=6.2937e-06) (hash(x)=93356070)
|
| 5 |
+
10 train 10.443457 (lr=6.9231e-05) (hash(x)=91253010)
|
| 6 |
+
20 train 10.142874 (lr=1.3217e-04) (hash(x)=74934453)
|
| 7 |
+
30 train 9.697568 (lr=1.9510e-04) (hash(x)=79278034)
|
| 8 |
+
40 train 9.081161 (lr=2.5804e-04) (hash(x)=80107892)
|
| 9 |
+
50 train 8.511380 (lr=3.2098e-04) (hash(x)=70745428)
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| 10 |
+
60 train 8.070782 (lr=3.8392e-04) (hash(x)=80077589)
|
| 11 |
+
70 train 7.568213 (lr=4.4685e-04) (hash(x)=76213766)
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| 12 |
+
80 train 7.513824 (lr=5.0979e-04) (hash(x)=83218328)
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| 13 |
+
90 train 7.329232 (lr=5.7273e-04) (hash(x)=74855845)
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| 14 |
+
100 val loss 7.2050
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| 15 |
+
100 val perplexity 1346.0970
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| 16 |
+
100 train 7.062106 (lr=6.3566e-04) (hash(x)=82814902)
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| 17 |
+
110 train 6.990048 (lr=6.9860e-04) (hash(x)=84907741)
|
| 18 |
+
120 train 6.825825 (lr=7.6154e-04) (hash(x)=82613223)
|
| 19 |
+
130 train 6.650343 (lr=8.2448e-04) (hash(x)=83540876)
|
| 20 |
+
140 train 6.620094 (lr=8.8741e-04) (hash(x)=75095216)
|
| 21 |
+
150 train 6.659968 (lr=9.5035e-04) (hash(x)=97190944)
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| 22 |
+
160 train 6.605835 (lr=1.0133e-03) (hash(x)=82117809)
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| 23 |
+
170 train 6.489573 (lr=1.0762e-03) (hash(x)=70514724)
|
| 24 |
+
180 train 6.414136 (lr=1.1392e-03) (hash(x)=81029624)
|
| 25 |
+
190 train 6.338988 (lr=1.2021e-03) (hash(x)=78996841)
|
| 26 |
+
200 val loss 6.2787
|
| 27 |
+
200 val perplexity 533.1180
|
| 28 |
+
200 train 6.279589 (lr=1.2650e-03) (hash(x)=79845097)
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| 29 |
+
210 train 6.174238 (lr=1.3280e-03) (hash(x)=78997683)
|
| 30 |
+
220 train 6.087176 (lr=1.3909e-03) (hash(x)=74895865)
|
| 31 |
+
230 train 6.230381 (lr=1.4538e-03) (hash(x)=80933276)
|
| 32 |
+
240 train 5.939016 (lr=1.5168e-03) (hash(x)=77664606)
|
| 33 |
+
250 train 5.969964 (lr=1.5797e-03) (hash(x)=75903930)
|
| 34 |
+
260 train 5.862676 (lr=1.6427e-03) (hash(x)=82996853)
|
| 35 |
+
270 train 5.791356 (lr=1.7056e-03) (hash(x)=73269568)
|
| 36 |
+
280 train 5.717883 (lr=1.7685e-03) (hash(x)=82906427)
|
| 37 |
+
290 train 5.655074 (lr=1.8315e-03) (hash(x)=71797895)
|
| 38 |
+
300 val loss 5.8015
|
| 39 |
+
300 val perplexity 330.7952
|
| 40 |
+
300 train 5.506413 (lr=1.8944e-03) (hash(x)=85232249)
|
| 41 |
+
310 train 5.458512 (lr=1.9573e-03) (hash(x)=75252489)
|
| 42 |
+
320 train 5.539351 (lr=2.0203e-03) (hash(x)=74394644)
|
| 43 |
+
330 train 5.633944 (lr=2.0832e-03) (hash(x)=82772910)
|
| 44 |
+
340 train 5.683032 (lr=2.1462e-03) (hash(x)=81627464)
|
| 45 |
+
350 train 5.663598 (lr=2.2091e-03) (hash(x)=84678053)
|
| 46 |
+
360 train 5.603345 (lr=2.2720e-03) (hash(x)=81884128)
|
| 47 |
+
370 train 5.607181 (lr=2.3350e-03) (hash(x)=76379242)
|
| 48 |
+
380 train 5.418147 (lr=2.3979e-03) (hash(x)=98182875)
|
| 49 |
+
390 train 5.386377 (lr=2.4608e-03) (hash(x)=79710436)
|
| 50 |
+
400 val loss 5.4384
|
| 51 |
+
400 val perplexity 230.0843
|
| 52 |
+
400 train 5.381654 (lr=2.5238e-03) (hash(x)=79841071)
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| 53 |
+
410 train 5.346811 (lr=2.5867e-03) (hash(x)=75844151)
|
| 54 |
+
420 train 5.346627 (lr=2.6497e-03) (hash(x)=73125036)
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| 55 |
+
430 train 5.369853 (lr=2.7126e-03) (hash(x)=84214858)
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| 56 |
+
440 train 5.257258 (lr=2.7755e-03) (hash(x)=80456994)
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| 57 |
+
450 train 5.249259 (lr=2.8385e-03) (hash(x)=76735962)
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| 58 |
+
460 train 5.160303 (lr=2.9014e-03) (hash(x)=81845446)
|
| 59 |
+
470 train 4.971720 (lr=2.9643e-03) (hash(x)=76094689)
|
| 60 |
+
480 train 5.105975 (lr=3.0273e-03) (hash(x)=83806686)
|
| 61 |
+
490 train 4.914362 (lr=3.0902e-03) (hash(x)=84690227)
|
| 62 |
+
500 val loss 5.2602
|
| 63 |
+
500 val perplexity 192.5164
|
| 64 |
+
500 train 4.994784 (lr=3.1531e-03) (hash(x)=71851938)
|
| 65 |
+
510 train 5.113018 (lr=3.2161e-03) (hash(x)=77159346)
|
| 66 |
+
520 train 5.160901 (lr=3.2790e-03) (hash(x)=80755753)
|
| 67 |
+
530 train 5.291695 (lr=3.3420e-03) (hash(x)=75379679)
|
| 68 |
+
540 train 5.182175 (lr=3.4049e-03) (hash(x)=82458619)
|
| 69 |
+
550 train 5.140905 (lr=3.4678e-03) (hash(x)=86366396)
|
| 70 |
+
560 train 5.175700 (lr=3.5308e-03) (hash(x)=85095044)
|
| 71 |
+
570 train 5.135133 (lr=3.5937e-03) (hash(x)=78385159)
|
| 72 |
+
580 train 5.064587 (lr=3.6566e-03) (hash(x)=79342394)
|
| 73 |
+
590 train 5.105096 (lr=3.7196e-03) (hash(x)=70782192)
|
| 74 |
+
600 val loss 5.1162
|
| 75 |
+
600 val perplexity 166.6962
|
| 76 |
+
600 train 5.092052 (lr=3.7825e-03) (hash(x)=76130353)
|
| 77 |
+
610 train 5.003191 (lr=3.8455e-03) (hash(x)=74778440)
|
| 78 |
+
620 train 4.959255 (lr=3.9084e-03) (hash(x)=79129709)
|
| 79 |
+
630 train 4.857925 (lr=3.9713e-03) (hash(x)=76469962)
|
| 80 |
+
640 train 4.858615 (lr=4.0343e-03) (hash(x)=78288049)
|
| 81 |
+
650 train 4.818135 (lr=4.0972e-03) (hash(x)=76641388)
|
| 82 |
+
660 train 4.738489 (lr=4.1601e-03) (hash(x)=75937906)
|
| 83 |
+
670 train 4.723015 (lr=4.2231e-03) (hash(x)=74807157)
|
| 84 |
+
680 train 4.624310 (lr=4.2860e-03) (hash(x)=77490144)
|
| 85 |
+
690 train 4.658890 (lr=4.3490e-03) (hash(x)=72900124)
|
| 86 |
+
700 val loss 4.9349
|
| 87 |
+
700 val perplexity 139.0642
|
| 88 |
+
700 train 4.624784 (lr=4.4119e-03) (hash(x)=73424218)
|
| 89 |
+
710 train 4.898812 (lr=4.4748e-03) (hash(x)=86052345)
|
| 90 |
+
720 train 4.864446 (lr=4.5000e-03) (hash(x)=77462613)
|
| 91 |
+
730 train 4.880635 (lr=4.4998e-03) (hash(x)=79027471)
|
| 92 |
+
740 train 4.834323 (lr=4.4995e-03) (hash(x)=78149992)
|
| 93 |
+
750 train 4.768178 (lr=4.4991e-03) (hash(x)=89147499)
|
| 94 |
+
760 train 4.816968 (lr=4.4985e-03) (hash(x)=74931538)
|
| 95 |
+
770 train 4.755541 (lr=4.4977e-03) (hash(x)=89648204)
|
| 96 |
+
780 train 4.798131 (lr=4.4968e-03) (hash(x)=83708293)
|
| 97 |
+
790 train 4.803608 (lr=4.4958e-03) (hash(x)=84336512)
|
| 98 |
+
800 val loss 4.7703
|
| 99 |
+
800 val perplexity 117.9501
|
| 100 |
+
800 train 4.695293 (lr=4.4946e-03) (hash(x)=75025285)
|
| 101 |
+
810 train 4.641448 (lr=4.4933e-03) (hash(x)=79436536)
|
| 102 |
+
820 train 4.617040 (lr=4.4918e-03) (hash(x)=90467390)
|
| 103 |
+
830 train 4.657061 (lr=4.4901e-03) (hash(x)=77292020)
|
| 104 |
+
840 train 4.578790 (lr=4.4884e-03) (hash(x)=75568927)
|
| 105 |
+
850 train 4.599410 (lr=4.4864e-03) (hash(x)=79671781)
|
| 106 |
+
860 train 4.679811 (lr=4.4843e-03) (hash(x)=84280943)
|
| 107 |
+
870 train 4.676815 (lr=4.4821e-03) (hash(x)=80901294)
|
| 108 |
+
880 train 4.796723 (lr=4.4797e-03) (hash(x)=81437584)
|
| 109 |
+
890 train 4.646313 (lr=4.4772e-03) (hash(x)=73893778)
|
| 110 |
+
900 val loss 4.6685
|
| 111 |
+
900 val perplexity 106.5372
|
| 112 |
+
900 train 4.599154 (lr=4.4745e-03) (hash(x)=74987794)
|
| 113 |
+
910 train 4.607971 (lr=4.4717e-03) (hash(x)=93721374)
|
| 114 |
+
920 train 4.595990 (lr=4.4687e-03) (hash(x)=79149678)
|
| 115 |
+
930 train 4.552395 (lr=4.4656e-03) (hash(x)=83179387)
|
| 116 |
+
940 train 4.552142 (lr=4.4624e-03) (hash(x)=89009978)
|
| 117 |
+
950 train 4.545175 (lr=4.4589e-03) (hash(x)=76483735)
|
| 118 |
+
960 train 4.481332 (lr=4.4554e-03) (hash(x)=78638850)
|
| 119 |
+
970 train 4.508463 (lr=4.4517e-03) (hash(x)=90415206)
|
| 120 |
+
980 train 4.452473 (lr=4.4478e-03) (hash(x)=90819195)
|
| 121 |
+
990 train 4.584301 (lr=4.4438e-03) (hash(x)=85938852)
|
| 122 |
+
1000 val loss 4.5637
|
| 123 |
+
1000 val perplexity 95.9401
|
| 124 |
+
1000 train 4.611748 (lr=4.4397e-03) (hash(x)=82436789)
|
| 125 |
+
1010 train 4.675111 (lr=4.4354e-03) (hash(x)=63022149)
|
| 126 |
+
1020 train 4.580532 (lr=4.4310e-03) (hash(x)=83501199)
|
| 127 |
+
1030 train 4.559902 (lr=4.4264e-03) (hash(x)=77093326)
|
| 128 |
+
1040 train 4.442497 (lr=4.4217e-03) (hash(x)=73437559)
|
| 129 |
+
1050 train 4.536575 (lr=4.4169e-03) (hash(x)=84550388)
|
| 130 |
+
1060 train 4.531255 (lr=4.4119e-03) (hash(x)=86184566)
|
| 131 |
+
1070 train 4.523239 (lr=4.4067e-03) (hash(x)=85644922)
|
| 132 |
+
1080 train 4.454116 (lr=4.4014e-03) (hash(x)=86179801)
|
| 133 |
+
1090 train 4.433668 (lr=4.3960e-03) (hash(x)=82868303)
|
| 134 |
+
1100 val loss 4.5036
|
| 135 |
+
1100 val perplexity 90.3414
|
| 136 |
+
1100 train 4.528584 (lr=4.3904e-03) (hash(x)=96780388)
|
| 137 |
+
1110 train 4.469618 (lr=4.3847e-03) (hash(x)=87223122)
|
| 138 |
+
1120 train 4.442015 (lr=4.3789e-03) (hash(x)=77292786)
|
| 139 |
+
1130 train 4.460906 (lr=4.3729e-03) (hash(x)=88761375)
|
| 140 |
+
1140 train 4.365977 (lr=4.3667e-03) (hash(x)=80956468)
|
| 141 |
+
1150 train 4.549721 (lr=4.3605e-03) (hash(x)=84725462)
|
| 142 |
+
1160 train 4.530141 (lr=4.3541e-03) (hash(x)=76098113)
|
| 143 |
+
1170 train 4.506246 (lr=4.3475e-03) (hash(x)=84387685)
|
| 144 |
+
1180 train 4.452580 (lr=4.3408e-03) (hash(x)=76120321)
|
| 145 |
+
1190 train 4.411777 (lr=4.3340e-03) (hash(x)=85974065)
|
| 146 |
+
1200 val loss 4.4343
|
| 147 |
+
1200 val perplexity 84.2964
|
| 148 |
+
1200 train 4.318137 (lr=4.3270e-03) (hash(x)=79340644)
|
| 149 |
+
1210 train 4.411776 (lr=4.3199e-03) (hash(x)=88345025)
|
| 150 |
+
1220 train 4.317564 (lr=4.3127e-03) (hash(x)=86406230)
|
| 151 |
+
1230 train 4.311738 (lr=4.3053e-03) (hash(x)=80608975)
|
| 152 |
+
1240 train 4.358839 (lr=4.2978e-03) (hash(x)=81635225)
|
| 153 |
+
1250 train 4.201019 (lr=4.2902e-03) (hash(x)=82126376)
|
| 154 |
+
1260 train 4.382804 (lr=4.2824e-03) (hash(x)=83737972)
|
| 155 |
+
1270 train 4.291987 (lr=4.2745e-03) (hash(x)=81132345)
|
| 156 |
+
1280 train 4.381249 (lr=4.2665e-03) (hash(x)=85850404)
|
| 157 |
+
1290 train 4.393670 (lr=4.2583e-03) (hash(x)=83490640)
|
| 158 |
+
1300 val loss 4.3980
|
| 159 |
+
1300 val perplexity 81.2899
|
| 160 |
+
1300 train 4.371847 (lr=4.2500e-03) (hash(x)=77545187)
|
| 161 |
+
1310 train 4.411253 (lr=4.2416e-03) (hash(x)=86412685)
|
| 162 |
+
1320 train 4.309211 (lr=4.2330e-03) (hash(x)=86429640)
|
| 163 |
+
1330 train 4.446244 (lr=4.2243e-03) (hash(x)=79645281)
|
| 164 |
+
1340 train 4.398903 (lr=4.2155e-03) (hash(x)=82668541)
|
| 165 |
+
1350 train 4.268805 (lr=4.2066e-03) (hash(x)=73627248)
|
| 166 |
+
1360 train 4.364138 (lr=4.1975e-03) (hash(x)=74845133)
|
| 167 |
+
1370 train 4.269295 (lr=4.1883e-03) (hash(x)=77850497)
|
| 168 |
+
1380 train 4.297641 (lr=4.1790e-03) (hash(x)=76143954)
|
| 169 |
+
1390 train 4.313132 (lr=4.1695e-03) (hash(x)=80675544)
|
| 170 |
+
1400 val loss 4.3720
|
| 171 |
+
1400 val perplexity 79.1992
|
| 172 |
+
1400 train 4.282452 (lr=4.1599e-03) (hash(x)=76010938)
|
| 173 |
+
1410 train 4.334379 (lr=4.1502e-03) (hash(x)=81260300)
|
| 174 |
+
1420 train 4.448101 (lr=4.1404e-03) (hash(x)=83803629)
|
| 175 |
+
1430 train 4.272176 (lr=4.1305e-03) (hash(x)=83840110)
|
| 176 |
+
1440 train 4.466006 (lr=4.1204e-03) (hash(x)=97711831)
|
| 177 |
+
1450 train 4.339498 (lr=4.1102e-03) (hash(x)=81110139)
|
| 178 |
+
1460 train 4.269872 (lr=4.0999e-03) (hash(x)=90942839)
|
| 179 |
+
1470 train 4.301402 (lr=4.0894e-03) (hash(x)=80721564)
|
| 180 |
+
1480 train 4.399260 (lr=4.0789e-03) (hash(x)=77852059)
|
| 181 |
+
1490 train 4.295176 (lr=4.0682e-03) (hash(x)=80011365)
|
| 182 |
+
1500 val loss 4.3353
|
| 183 |
+
1500 val perplexity 76.3459
|
| 184 |
+
1500 train 4.321362 (lr=4.0574e-03) (hash(x)=84496142)
|
| 185 |
+
1510 train 4.260795 (lr=4.0465e-03) (hash(x)=70186729)
|
| 186 |
+
1520 train 4.287123 (lr=4.0355e-03) (hash(x)=74854227)
|
| 187 |
+
1530 train 4.189298 (lr=4.0244e-03) (hash(x)=77468161)
|
| 188 |
+
1540 train 4.206603 (lr=4.0131e-03) (hash(x)=87853059)
|
| 189 |
+
1550 train 4.142653 (lr=4.0018e-03) (hash(x)=71225436)
|
| 190 |
+
1560 train 4.241271 (lr=3.9903e-03) (hash(x)=84072783)
|
| 191 |
+
1570 train 4.296734 (lr=3.9787e-03) (hash(x)=72723098)
|
| 192 |
+
1580 train 4.313349 (lr=3.9670e-03) (hash(x)=90409866)
|
| 193 |
+
1590 train 4.386318 (lr=3.9552e-03) (hash(x)=87481378)
|
| 194 |
+
1600 val loss 4.3083
|
| 195 |
+
1600 val perplexity 74.3125
|
| 196 |
+
1600 train 4.370247 (lr=3.9433e-03) (hash(x)=77643862)
|
| 197 |
+
1610 train 4.255949 (lr=3.9313e-03) (hash(x)=88862575)
|
| 198 |
+
1620 train 4.271427 (lr=3.9191e-03) (hash(x)=84612581)
|
| 199 |
+
1630 train 4.306268 (lr=3.9069e-03) (hash(x)=87075989)
|
| 200 |
+
1640 train 4.192508 (lr=3.8945e-03) (hash(x)=88277361)
|
| 201 |
+
1650 train 4.308311 (lr=3.8821e-03) (hash(x)=78750236)
|
| 202 |
+
1660 train 4.241352 (lr=3.8695e-03) (hash(x)=82604581)
|
| 203 |
+
1670 train 4.071190 (lr=3.8569e-03) (hash(x)=68482265)
|
| 204 |
+
1680 train 4.195350 (lr=3.8441e-03) (hash(x)=75088835)
|
| 205 |
+
1690 train 4.149308 (lr=3.8313e-03) (hash(x)=66060989)
|
| 206 |
+
1700 val loss 4.3185
|
| 207 |
+
1700 val perplexity 75.0763
|
| 208 |
+
1700 train 4.305271 (lr=3.8183e-03) (hash(x)=79986754)
|
| 209 |
+
1710 train 4.299456 (lr=3.8053e-03) (hash(x)=83657930)
|
| 210 |
+
1720 train 4.237231 (lr=3.7921e-03) (hash(x)=81754135)
|
| 211 |
+
1730 train 4.324254 (lr=3.7789e-03) (hash(x)=78904427)
|
| 212 |
+
1740 train 4.223693 (lr=3.7655e-03) (hash(x)=85920177)
|
| 213 |
+
1750 train 4.275943 (lr=3.7521e-03) (hash(x)=86573211)
|
| 214 |
+
1760 train 4.229624 (lr=3.7385e-03) (hash(x)=81737128)
|
| 215 |
+
1770 train 4.220276 (lr=3.7249e-03) (hash(x)=77400968)
|
| 216 |
+
1780 train 4.234477 (lr=3.7112e-03) (hash(x)=73545497)
|
| 217 |
+
1790 train 4.480901 (lr=3.6974e-03) (hash(x)=71641943)
|
| 218 |
+
1800 val loss 4.2672
|
| 219 |
+
1800 val perplexity 71.3212
|
| 220 |
+
1800 train 4.330043 (lr=3.6835e-03) (hash(x)=87819781)
|
| 221 |
+
1810 train 4.186752 (lr=3.6695e-03) (hash(x)=86870770)
|
| 222 |
+
1820 train 4.195448 (lr=3.6554e-03) (hash(x)=82522211)
|
| 223 |
+
1830 train 4.275971 (lr=3.6412e-03) (hash(x)=61947437)
|
| 224 |
+
1840 train 4.162815 (lr=3.6270e-03) (hash(x)=79865406)
|
| 225 |
+
1850 train 4.134509 (lr=3.6126e-03) (hash(x)=79828721)
|
| 226 |
+
1860 train 4.274059 (lr=3.5982e-03) (hash(x)=80869571)
|
| 227 |
+
1870 train 4.257416 (lr=3.5837e-03) (hash(x)=73780971)
|
| 228 |
+
1880 train 4.216194 (lr=3.5691e-03) (hash(x)=79249549)
|
| 229 |
+
1890 train 4.276030 (lr=3.5545e-03) (hash(x)=81041904)
|
| 230 |
+
1900 val loss 4.2464
|
| 231 |
+
1900 val perplexity 69.8503
|
| 232 |
+
1900 train 4.337872 (lr=3.5397e-03) (hash(x)=82456430)
|
| 233 |
+
1910 train 4.113013 (lr=3.5249e-03) (hash(x)=82222135)
|
| 234 |
+
1920 train 4.148304 (lr=3.5100e-03) (hash(x)=70033249)
|
| 235 |
+
1930 train 4.133564 (lr=3.4950e-03) (hash(x)=72887360)
|
| 236 |
+
1940 train 4.179838 (lr=3.4800e-03) (hash(x)=83251100)
|
| 237 |
+
1950 train 4.221179 (lr=3.4648e-03) (hash(x)=79660266)
|
| 238 |
+
1960 train 4.100946 (lr=3.4496e-03) (hash(x)=78919068)
|
| 239 |
+
1970 train 4.204841 (lr=3.4344e-03) (hash(x)=94690431)
|
| 240 |
+
1980 train 4.035365 (lr=3.4190e-03) (hash(x)=88153756)
|
| 241 |
+
1990 train 4.091574 (lr=3.4036e-03) (hash(x)=77195688)
|
| 242 |
+
2000 val loss 4.2241
|
| 243 |
+
2000 val perplexity 68.3133
|
| 244 |
+
2000 train 4.192498 (lr=3.3881e-03) (hash(x)=81308591)
|
| 245 |
+
2010 train 4.237671 (lr=3.3726e-03) (hash(x)=80205479)
|
| 246 |
+
2020 train 4.155099 (lr=3.3570e-03) (hash(x)=81008704)
|
| 247 |
+
2030 train 4.220112 (lr=3.3413e-03) (hash(x)=82914358)
|
| 248 |
+
2040 train 4.228340 (lr=3.3255e-03) (hash(x)=88064399)
|
| 249 |
+
2050 train 4.234824 (lr=3.3097e-03) (hash(x)=82889390)
|
| 250 |
+
2060 train 4.304838 (lr=3.2939e-03) (hash(x)=80913554)
|
| 251 |
+
2070 train 4.146251 (lr=3.2779e-03) (hash(x)=78121791)
|
| 252 |
+
2080 train 4.277553 (lr=3.2620e-03) (hash(x)=75356657)
|
| 253 |
+
2090 train 4.113638 (lr=3.2459e-03) (hash(x)=74048412)
|
| 254 |
+
2100 val loss 4.2002
|
| 255 |
+
2100 val perplexity 66.7007
|
| 256 |
+
2100 train 4.026247 (lr=3.2298e-03) (hash(x)=68928225)
|
| 257 |
+
2110 train 4.075083 (lr=3.2137e-03) (hash(x)=93734745)
|
| 258 |
+
2120 train 4.074932 (lr=3.1974e-03) (hash(x)=72878164)
|
| 259 |
+
2130 train 4.203812 (lr=3.1812e-03) (hash(x)=71508226)
|
| 260 |
+
2140 train 4.167001 (lr=3.1649e-03) (hash(x)=84168671)
|
| 261 |
+
2150 train 4.096613 (lr=3.1485e-03) (hash(x)=74673639)
|
| 262 |
+
2160 train 4.246060 (lr=3.1321e-03) (hash(x)=75470031)
|
| 263 |
+
2170 train 4.205618 (lr=3.1156e-03) (hash(x)=74307890)
|
| 264 |
+
2180 train 4.320757 (lr=3.0991e-03) (hash(x)=77214245)
|
| 265 |
+
2190 train 4.107280 (lr=3.0825e-03) (hash(x)=88628359)
|
| 266 |
+
2200 val loss 4.1782
|
| 267 |
+
2200 val perplexity 65.2485
|
| 268 |
+
2200 train 4.116131 (lr=3.0659e-03) (hash(x)=74779126)
|
| 269 |
+
2210 train 4.153569 (lr=3.0493e-03) (hash(x)=79817976)
|
| 270 |
+
2220 train 4.108807 (lr=3.0326e-03) (hash(x)=75258996)
|
| 271 |
+
2230 train 4.085124 (lr=3.0159e-03) (hash(x)=88164047)
|
| 272 |
+
2240 train 4.068874 (lr=2.9991e-03) (hash(x)=78580686)
|
| 273 |
+
2250 train 4.000635 (lr=2.9823e-03) (hash(x)=76510617)
|
| 274 |
+
2260 train 4.081006 (lr=2.9655e-03) (hash(x)=76043966)
|
| 275 |
+
2270 train 4.060118 (lr=2.9486e-03) (hash(x)=73062098)
|
| 276 |
+
2280 train 4.289019 (lr=2.9317e-03) (hash(x)=81885909)
|
| 277 |
+
2290 train 4.226622 (lr=2.9147e-03) (hash(x)=81481741)
|
| 278 |
+
2300 val loss 4.1595
|
| 279 |
+
2300 val perplexity 64.0401
|
| 280 |
+
2300 train 4.080135 (lr=2.8977e-03) (hash(x)=82104275)
|
| 281 |
+
2310 train 4.127464 (lr=2.8807e-03) (hash(x)=82137309)
|
| 282 |
+
2320 train 4.109167 (lr=2.8637e-03) (hash(x)=86741167)
|
| 283 |
+
2330 train 4.123013 (lr=2.8466e-03) (hash(x)=84796263)
|
| 284 |
+
2340 train 4.097818 (lr=2.8295e-03) (hash(x)=169966529)
|
| 285 |
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2350 train 3.969773 (lr=2.8124e-03) (hash(x)=80006061)
|
| 286 |
+
2360 train 4.027162 (lr=2.7952e-03) (hash(x)=71090999)
|
| 287 |
+
2370 train 4.161279 (lr=2.7780e-03) (hash(x)=86641850)
|
| 288 |
+
2380 train 4.057930 (lr=2.7608e-03) (hash(x)=84573253)
|
| 289 |
+
2390 train 4.088683 (lr=2.7436e-03) (hash(x)=74483764)
|
| 290 |
+
2400 val loss 4.1556
|
| 291 |
+
2400 val perplexity 63.7924
|
| 292 |
+
2400 train 4.058002 (lr=2.7264e-03) (hash(x)=78327659)
|
| 293 |
+
2410 train 4.128336 (lr=2.7091e-03) (hash(x)=77273627)
|
| 294 |
+
2420 train 3.987896 (lr=2.6919e-03) (hash(x)=76938049)
|
| 295 |
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2430 train 3.989423 (lr=2.6746e-03) (hash(x)=98449442)
|
| 296 |
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2440 train 3.851939 (lr=2.6573e-03) (hash(x)=78157797)
|
| 297 |
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2450 train 3.892995 (lr=2.6399e-03) (hash(x)=80637582)
|
| 298 |
+
2460 train 3.890267 (lr=2.6226e-03) (hash(x)=80023854)
|
| 299 |
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2470 train 3.950493 (lr=2.6053e-03) (hash(x)=86678884)
|
| 300 |
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2480 train 4.176673 (lr=2.5879e-03) (hash(x)=84086469)
|
| 301 |
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2490 train 4.191201 (lr=2.5706e-03) (hash(x)=83131141)
|
| 302 |
+
2500 val loss 4.1286
|
| 303 |
+
2500 val perplexity 62.0892
|
| 304 |
+
2500 train 4.106947 (lr=2.5532e-03) (hash(x)=82583497)
|
| 305 |
+
2510 train 4.164584 (lr=2.5358e-03) (hash(x)=79164326)
|
| 306 |
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2520 train 4.075799 (lr=2.5185e-03) (hash(x)=76456503)
|
| 307 |
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2530 train 4.139409 (lr=2.5011e-03) (hash(x)=82001228)
|
| 308 |
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2540 train 4.164934 (lr=2.4837e-03) (hash(x)=75615595)
|
| 309 |
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2550 train 4.111584 (lr=2.4663e-03) (hash(x)=78397869)
|
| 310 |
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2560 train 4.114524 (lr=2.4489e-03) (hash(x)=75547032)
|
| 311 |
+
2570 train 4.025485 (lr=2.4315e-03) (hash(x)=89201025)
|
| 312 |
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2580 train 4.013738 (lr=2.4142e-03) (hash(x)=89856704)
|
| 313 |
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2590 train 4.025880 (lr=2.3968e-03) (hash(x)=82175682)
|
| 314 |
+
2600 val loss 4.1125
|
| 315 |
+
2600 val perplexity 61.0998
|
| 316 |
+
2600 train 4.033395 (lr=2.3794e-03) (hash(x)=78312826)
|
| 317 |
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2610 train 4.021948 (lr=2.3621e-03) (hash(x)=77066588)
|
| 318 |
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2620 train 3.863116 (lr=2.3447e-03) (hash(x)=78666061)
|
| 319 |
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2630 train 3.870616 (lr=2.3274e-03) (hash(x)=93762143)
|
| 320 |
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2640 train 3.876052 (lr=2.3101e-03) (hash(x)=83191587)
|
| 321 |
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2650 train 3.796335 (lr=2.2927e-03) (hash(x)=87169585)
|
| 322 |
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2660 train 4.019372 (lr=2.2754e-03) (hash(x)=86426388)
|
| 323 |
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2670 train 4.157969 (lr=2.2581e-03) (hash(x)=76692638)
|
| 324 |
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2680 train 4.071080 (lr=2.2409e-03) (hash(x)=77446063)
|
| 325 |
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2690 train 4.072331 (lr=2.2236e-03) (hash(x)=79809050)
|
| 326 |
+
2700 val loss 4.1050
|
| 327 |
+
2700 val perplexity 60.6413
|
| 328 |
+
2700 train 4.000932 (lr=2.2064e-03) (hash(x)=83116823)
|
| 329 |
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2710 train 4.110765 (lr=2.1892e-03) (hash(x)=75622148)
|
| 330 |
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2720 train 4.038945 (lr=2.1720e-03) (hash(x)=80690512)
|
| 331 |
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2730 train 4.107310 (lr=2.1548e-03) (hash(x)=78009984)
|
| 332 |
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2740 train 4.060920 (lr=2.1376e-03) (hash(x)=74205488)
|
| 333 |
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2750 train 4.066218 (lr=2.1205e-03) (hash(x)=91013332)
|
| 334 |
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2760 train 3.990166 (lr=2.1034e-03) (hash(x)=76954961)
|
| 335 |
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2770 train 3.998373 (lr=2.0863e-03) (hash(x)=79390317)
|
| 336 |
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2780 train 3.870346 (lr=2.0693e-03) (hash(x)=70168783)
|
| 337 |
+
2790 train 4.035718 (lr=2.0523e-03) (hash(x)=76028417)
|
| 338 |
+
2800 val loss 4.0851
|
| 339 |
+
2800 val perplexity 59.4501
|
| 340 |
+
2800 train 3.849011 (lr=2.0353e-03) (hash(x)=77656050)
|
| 341 |
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2810 train 3.898592 (lr=2.0183e-03) (hash(x)=94248216)
|
| 342 |
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2820 train 3.963553 (lr=2.0014e-03) (hash(x)=78305078)
|
| 343 |
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2830 train 3.878233 (lr=1.9845e-03) (hash(x)=79948848)
|
| 344 |
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2840 train 3.739441 (lr=1.9677e-03) (hash(x)=85341024)
|
| 345 |
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2850 train 4.051101 (lr=1.9509e-03) (hash(x)=78735170)
|
| 346 |
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2860 train 4.297779 (lr=1.9341e-03) (hash(x)=71616419)
|
| 347 |
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2870 train 4.074628 (lr=1.9174e-03) (hash(x)=78656517)
|
| 348 |
+
2880 train 4.082485 (lr=1.9007e-03) (hash(x)=80073987)
|
| 349 |
+
2890 train 4.018866 (lr=1.8841e-03) (hash(x)=76894809)
|
| 350 |
+
2900 val loss 4.0575
|
| 351 |
+
2900 val perplexity 57.8300
|
| 352 |
+
2900 train 3.993490 (lr=1.8675e-03) (hash(x)=80499838)
|
| 353 |
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2910 train 4.041917 (lr=1.8509e-03) (hash(x)=72673354)
|
| 354 |
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2920 train 4.026372 (lr=1.8344e-03) (hash(x)=84265768)
|
| 355 |
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2930 train 4.051604 (lr=1.8179e-03) (hash(x)=79612060)
|
| 356 |
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2940 train 3.907071 (lr=1.8015e-03) (hash(x)=74970087)
|
| 357 |
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2950 train 4.063517 (lr=1.7851e-03) (hash(x)=84166818)
|
| 358 |
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2960 train 4.051497 (lr=1.7688e-03) (hash(x)=89410221)
|
| 359 |
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2970 train 3.989285 (lr=1.7526e-03) (hash(x)=75672566)
|
| 360 |
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2980 train 3.844017 (lr=1.7363e-03) (hash(x)=81760314)
|
| 361 |
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2990 train 3.816067 (lr=1.7202e-03) (hash(x)=80605200)
|
| 362 |
+
3000 val loss 4.0572
|
| 363 |
+
3000 val perplexity 57.8105
|
| 364 |
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3000 train 3.813120 (lr=1.7041e-03) (hash(x)=83804735)
|
| 365 |
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3010 train 3.740401 (lr=1.6880e-03) (hash(x)=77015303)
|
| 366 |
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3020 train 3.808123 (lr=1.6721e-03) (hash(x)=81464523)
|
| 367 |
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3030 train 4.010704 (lr=1.6561e-03) (hash(x)=80168230)
|
| 368 |
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3040 train 3.948796 (lr=1.6403e-03) (hash(x)=84817006)
|
| 369 |
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3050 train 4.053991 (lr=1.6245e-03) (hash(x)=71601811)
|
| 370 |
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3060 train 3.983120 (lr=1.6087e-03) (hash(x)=85499733)
|
| 371 |
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3070 train 4.036233 (lr=1.5930e-03) (hash(x)=78670408)
|
| 372 |
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3080 train 3.929919 (lr=1.5774e-03) (hash(x)=77120468)
|
| 373 |
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3090 train 4.034234 (lr=1.5619e-03) (hash(x)=77927426)
|
| 374 |
+
3100 val loss 4.0355
|
| 375 |
+
3100 val perplexity 56.5739
|
| 376 |
+
3100 train 4.049586 (lr=1.5464e-03) (hash(x)=83998606)
|
| 377 |
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3110 train 3.948550 (lr=1.5310e-03) (hash(x)=77990218)
|
| 378 |
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3120 train 3.865429 (lr=1.5156e-03) (hash(x)=81623970)
|
| 379 |
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3130 train 3.837754 (lr=1.5004e-03) (hash(x)=75014781)
|
| 380 |
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3140 train 3.888442 (lr=1.4852e-03) (hash(x)=72591250)
|
| 381 |
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3150 train 3.903487 (lr=1.4700e-03) (hash(x)=81421847)
|
| 382 |
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3160 train 3.953110 (lr=1.4550e-03) (hash(x)=75112631)
|
| 383 |
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3170 train 4.053273 (lr=1.4400e-03) (hash(x)=87518033)
|
| 384 |
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3180 train 3.901290 (lr=1.4251e-03) (hash(x)=78648348)
|
| 385 |
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3190 train 4.015341 (lr=1.4103e-03) (hash(x)=78270029)
|
| 386 |
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3200 val loss 4.0139
|
| 387 |
+
3200 val perplexity 55.3612
|
| 388 |
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3200 train 4.084314 (lr=1.3955e-03) (hash(x)=83380714)
|
| 389 |
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3210 train 4.274916 (lr=1.3809e-03) (hash(x)=67804991)
|
| 390 |
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3220 train 3.995890 (lr=1.3663e-03) (hash(x)=76968804)
|
| 391 |
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3230 train 3.929096 (lr=1.3518e-03) (hash(x)=75798670)
|
| 392 |
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3240 train 4.010128 (lr=1.3374e-03) (hash(x)=83192811)
|
| 393 |
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3250 train 3.945243 (lr=1.3230e-03) (hash(x)=81659789)
|
| 394 |
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3260 train 3.988765 (lr=1.3088e-03) (hash(x)=80622502)
|
| 395 |
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3270 train 3.957424 (lr=1.2946e-03) (hash(x)=85436511)
|
| 396 |
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3280 train 3.899053 (lr=1.2805e-03) (hash(x)=80589180)
|
| 397 |
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3290 train 4.038465 (lr=1.2665e-03) (hash(x)=85747193)
|
| 398 |
+
3300 val loss 4.0083
|
| 399 |
+
3300 val perplexity 55.0524
|
| 400 |
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3300 train 3.902628 (lr=1.2526e-03) (hash(x)=74635692)
|
| 401 |
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3310 train 3.892558 (lr=1.2388e-03) (hash(x)=82045455)
|
| 402 |
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3320 train 3.759993 (lr=1.2251e-03) (hash(x)=73249173)
|
| 403 |
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3330 train 3.721480 (lr=1.2115e-03) (hash(x)=71492338)
|
| 404 |
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3340 train 4.054098 (lr=1.1979e-03) (hash(x)=76374071)
|
| 405 |
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3350 train 4.025442 (lr=1.1845e-03) (hash(x)=80474064)
|
| 406 |
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3360 train 3.933820 (lr=1.1711e-03) (hash(x)=84390892)
|
| 407 |
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3370 train 3.981359 (lr=1.1579e-03) (hash(x)=83399949)
|
| 408 |
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3380 train 4.029132 (lr=1.1447e-03) (hash(x)=77648059)
|
| 409 |
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3390 train 4.004344 (lr=1.1317e-03) (hash(x)=80152701)
|
| 410 |
+
3400 val loss 3.9864
|
| 411 |
+
3400 val perplexity 53.8591
|
| 412 |
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3400 train 4.048268 (lr=1.1187e-03) (hash(x)=81952545)
|
| 413 |
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3410 train 4.011857 (lr=1.1059e-03) (hash(x)=80908993)
|
| 414 |
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3420 train 4.056953 (lr=1.0931e-03) (hash(x)=79610037)
|
| 415 |
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3430 train 3.914837 (lr=1.0805e-03) (hash(x)=87624382)
|
| 416 |
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3440 train 3.977443 (lr=1.0679e-03) (hash(x)=82336381)
|
| 417 |
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3450 train 3.954830 (lr=1.0555e-03) (hash(x)=87687835)
|
| 418 |
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3460 train 3.955319 (lr=1.0431e-03) (hash(x)=76376135)
|
| 419 |
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3470 train 3.868557 (lr=1.0309e-03) (hash(x)=79331391)
|
| 420 |
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3480 train 3.772404 (lr=1.0187e-03) (hash(x)=107002681)
|
| 421 |
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3490 train 3.852919 (lr=1.0067e-03) (hash(x)=77465514)
|
| 422 |
+
3500 val loss 3.9817
|
| 423 |
+
3500 val perplexity 53.6057
|
| 424 |
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3500 train 3.817164 (lr=9.9480e-04) (hash(x)=88237229)
|
| 425 |
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3510 train 3.885977 (lr=9.8299e-04) (hash(x)=81011739)
|
| 426 |
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3520 train 3.937080 (lr=9.7130e-04) (hash(x)=64643427)
|
| 427 |
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3530 train 4.215271 (lr=9.5971e-04) (hash(x)=78029539)
|
| 428 |
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3540 train 4.041749 (lr=9.4823e-04) (hash(x)=83188968)
|
| 429 |
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3550 train 4.058108 (lr=9.3687e-04) (hash(x)=86104185)
|
| 430 |
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3560 train 3.987685 (lr=9.2562e-04) (hash(x)=81993629)
|
| 431 |
+
3570 train 3.958878 (lr=9.1449e-04) (hash(x)=72719368)
|
| 432 |
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3580 train 3.969758 (lr=9.0347e-04) (hash(x)=90091487)
|
| 433 |
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3590 train 3.851887 (lr=8.9257e-04) (hash(x)=77393152)
|
| 434 |
+
3600 val loss 3.9614
|
| 435 |
+
3600 val perplexity 52.5317
|
| 436 |
+
3600 train 3.962326 (lr=8.8178e-04) (hash(x)=73103504)
|
| 437 |
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3610 train 3.968733 (lr=8.7111e-04) (hash(x)=84429400)
|
| 438 |
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3620 train 3.945470 (lr=8.6056e-04) (hash(x)=77021795)
|
| 439 |
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3630 train 3.895486 (lr=8.5012e-04) (hash(x)=92830605)
|
| 440 |
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3640 train 4.092023 (lr=8.3981e-04) (hash(x)=78313175)
|
| 441 |
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3650 train 3.886850 (lr=8.2962e-04) (hash(x)=85395549)
|
| 442 |
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3660 train 3.683842 (lr=8.1955e-04) (hash(x)=78114459)
|
| 443 |
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3670 train 3.810094 (lr=8.0960e-04) (hash(x)=74968316)
|
| 444 |
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3680 train 3.738171 (lr=7.9977e-04) (hash(x)=73358737)
|
| 445 |
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3690 train 3.839586 (lr=7.9007e-04) (hash(x)=76399442)
|
| 446 |
+
3700 val loss 3.9627
|
| 447 |
+
3700 val perplexity 52.5992
|
| 448 |
+
3700 train 3.845065 (lr=7.8049e-04) (hash(x)=74039273)
|
| 449 |
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3710 train 4.022370 (lr=7.7103e-04) (hash(x)=79299680)
|
| 450 |
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3720 train 3.934250 (lr=7.6171e-04) (hash(x)=94701498)
|
| 451 |
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3730 train 4.011451 (lr=7.5250e-04) (hash(x)=75352071)
|
| 452 |
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3740 train 3.893168 (lr=7.4343e-04) (hash(x)=77909487)
|
| 453 |
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3750 train 4.002237 (lr=7.3448e-04) (hash(x)=73986730)
|
| 454 |
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3760 train 3.957610 (lr=7.2566e-04) (hash(x)=79325763)
|
| 455 |
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3770 train 4.005772 (lr=7.1697e-04) (hash(x)=72457818)
|
| 456 |
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3780 train 4.127856 (lr=7.0841e-04) (hash(x)=71775590)
|
| 457 |
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3790 train 4.019744 (lr=6.9998e-04) (hash(x)=82638943)
|
| 458 |
+
3800 val loss 3.9437
|
| 459 |
+
3800 val perplexity 51.6109
|
| 460 |
+
3800 train 3.997448 (lr=6.9168e-04) (hash(x)=79965893)
|
| 461 |
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3810 train 3.932855 (lr=6.8351e-04) (hash(x)=72598235)
|
| 462 |
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3820 train 3.913646 (lr=6.7547e-04) (hash(x)=83113889)
|
| 463 |
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3830 train 3.975082 (lr=6.6757e-04) (hash(x)=74434590)
|
| 464 |
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3840 train 3.892490 (lr=6.5979e-04) (hash(x)=82860348)
|
| 465 |
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3850 train 3.830576 (lr=6.5216e-04) (hash(x)=78067565)
|
| 466 |
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3860 train 3.891256 (lr=6.4465e-04) (hash(x)=82592498)
|
| 467 |
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3870 train 3.823926 (lr=6.3729e-04) (hash(x)=81820733)
|
| 468 |
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3880 train 3.844683 (lr=6.3005e-04) (hash(x)=87709040)
|
| 469 |
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3890 train 3.890274 (lr=6.2296e-04) (hash(x)=70379093)
|
| 470 |
+
3900 val loss 3.9364
|
| 471 |
+
3900 val perplexity 51.2330
|
| 472 |
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3900 train 4.010964 (lr=6.1600e-04) (hash(x)=76597431)
|
| 473 |
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3910 train 3.894915 (lr=6.0917e-04) (hash(x)=90490716)
|
| 474 |
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3920 train 3.998918 (lr=6.0249e-04) (hash(x)=81970659)
|
| 475 |
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3930 train 3.987105 (lr=5.9594e-04) (hash(x)=81496334)
|
| 476 |
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3940 train 3.960097 (lr=5.8953e-04) (hash(x)=75717605)
|
| 477 |
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3950 train 3.910129 (lr=5.8326e-04) (hash(x)=82749357)
|
| 478 |
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3960 train 3.937377 (lr=5.7713e-04) (hash(x)=89355157)
|
| 479 |
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3970 train 3.892755 (lr=5.7113e-04) (hash(x)=78980403)
|
| 480 |
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3980 train 3.867150 (lr=5.6528e-04) (hash(x)=76627217)
|
| 481 |
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3990 train 3.864689 (lr=5.5957e-04) (hash(x)=72412879)
|
| 482 |
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4000 val loss 3.9293
|
| 483 |
+
4000 val perplexity 50.8732
|
| 484 |
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4000 train 3.879589 (lr=5.5400e-04) (hash(x)=83018142)
|
| 485 |
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4010 train 3.890895 (lr=5.4857e-04) (hash(x)=81272436)
|
| 486 |
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4020 train 3.820300 (lr=5.4329e-04) (hash(x)=85497482)
|
| 487 |
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4030 train 3.891135 (lr=5.3814e-04) (hash(x)=85241734)
|
| 488 |
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4040 train 3.858341 (lr=5.3314e-04) (hash(x)=77925307)
|
| 489 |
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4050 train 3.858371 (lr=5.2829e-04) (hash(x)=84826179)
|
| 490 |
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4060 train 3.919471 (lr=5.2357e-04) (hash(x)=83606764)
|
| 491 |
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4070 train 3.832870 (lr=5.1900e-04) (hash(x)=80567590)
|
| 492 |
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4080 train 3.881743 (lr=5.1457e-04) (hash(x)=76860998)
|
| 493 |
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4090 train 3.920039 (lr=5.1029e-04) (hash(x)=74902328)
|
| 494 |
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4100 val loss 3.9170
|
| 495 |
+
4100 val perplexity 50.2482
|
| 496 |
+
4100 train 3.962889 (lr=5.0615e-04) (hash(x)=82832041)
|
| 497 |
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4110 train 3.838349 (lr=5.0216e-04) (hash(x)=79143262)
|
| 498 |
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4120 train 3.868998 (lr=4.9831e-04) (hash(x)=77038149)
|
| 499 |
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4130 train 4.053898 (lr=4.9461e-04) (hash(x)=86339074)
|
| 500 |
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4140 train 4.119166 (lr=4.9106e-04) (hash(x)=76686216)
|
| 501 |
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4150 train 3.892898 (lr=4.8765e-04) (hash(x)=70522682)
|
| 502 |
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4160 train 3.857199 (lr=4.8439e-04) (hash(x)=90958555)
|
| 503 |
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4170 train 3.882116 (lr=4.8127e-04) (hash(x)=91463532)
|
| 504 |
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4180 train 3.865572 (lr=4.7830e-04) (hash(x)=81959329)
|
| 505 |
+
4190 train 3.826999 (lr=4.7548e-04) (hash(x)=83146752)
|
| 506 |
+
4200 val loss 3.9227
|
| 507 |
+
4200 val perplexity 50.5357
|
| 508 |
+
4200 train 3.814270 (lr=4.7280e-04) (hash(x)=78361715)
|
| 509 |
+
4210 train 3.961164 (lr=4.7028e-04) (hash(x)=87364889)
|
| 510 |
+
4220 train 3.812204 (lr=4.6790e-04) (hash(x)=70465156)
|
| 511 |
+
4230 train 3.964916 (lr=4.6566e-04) (hash(x)=84524081)
|
| 512 |
+
4240 train 3.918658 (lr=4.6358e-04) (hash(x)=77824868)
|
| 513 |
+
4250 train 3.934568 (lr=4.6164e-04) (hash(x)=81710711)
|
| 514 |
+
4260 train 3.915440 (lr=4.5986e-04) (hash(x)=76362728)
|
| 515 |
+
4270 train 3.906548 (lr=4.5822e-04) (hash(x)=83115208)
|
| 516 |
+
4280 train 3.815990 (lr=4.5673e-04) (hash(x)=87218314)
|
| 517 |
+
4290 train 3.976292 (lr=4.5539e-04) (hash(x)=74582673)
|
| 518 |
+
4300 val loss 3.9136
|
| 519 |
+
4300 val perplexity 50.0772
|
| 520 |
+
4300 train 3.852392 (lr=4.5419e-04) (hash(x)=77379615)
|
| 521 |
+
4310 train 3.829798 (lr=4.5315e-04) (hash(x)=78669579)
|
| 522 |
+
4320 train 3.948654 (lr=4.5226e-04) (hash(x)=83066608)
|
| 523 |
+
4330 train 3.912447 (lr=4.5151e-04) (hash(x)=83037340)
|
| 524 |
+
4340 train 3.941407 (lr=4.5091e-04) (hash(x)=82849771)
|
| 525 |
+
4350 train 3.881882 (lr=4.5047e-04) (hash(x)=76693985)
|
| 526 |
+
4360 train 3.970262 (lr=4.5017e-04) (hash(x)=77745394)
|
| 527 |
+
4370 train 3.933635 (lr=4.5002e-04) (hash(x)=79954388)
|
| 528 |
+
4374 val loss 3.9066
|
| 529 |
+
4374 val perplexity 49.7292
|
12_head_baseline_lr_45e-4_head_dim_22/model_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8409ef4dfee8bfb6966369cf2037056343152a0b78c9e17579342c0772c76243
|
| 3 |
+
size 96858242
|
12_head_baseline_lr_45e-4_head_dim_22/optimizer_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d5b146f67e53e670ef3dfa1f2ceeabe8a7ccd1ab3bac68931e3264e2ad61e8ce
|
| 3 |
+
size 187435910
|