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12_head_baseline_lr_20e-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_20e-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": 0.002, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "12_head_baseline_lr_20e-4"}
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12_head_baseline_lr_20e-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_20e-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 54591.8281
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| 4 |
+
0 train 10.908085 (lr=2.7972e-06) (hash(x)=93356070)
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| 5 |
+
10 train 10.552961 (lr=3.0769e-05) (hash(x)=91253010)
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| 6 |
+
20 train 10.344660 (lr=5.8741e-05) (hash(x)=74934453)
|
| 7 |
+
30 train 10.147306 (lr=8.6713e-05) (hash(x)=79278034)
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| 8 |
+
40 train 9.833697 (lr=1.1469e-04) (hash(x)=80107892)
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| 9 |
+
50 train 9.479548 (lr=1.4266e-04) (hash(x)=70745428)
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| 10 |
+
60 train 9.117208 (lr=1.7063e-04) (hash(x)=80077589)
|
| 11 |
+
70 train 8.613481 (lr=1.9860e-04) (hash(x)=76213766)
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| 12 |
+
80 train 8.296818 (lr=2.2657e-04) (hash(x)=83218328)
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| 13 |
+
90 train 7.948500 (lr=2.5455e-04) (hash(x)=74855845)
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| 14 |
+
100 val loss 7.6924
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| 15 |
+
100 val perplexity 2191.6199
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| 16 |
+
100 train 7.598456 (lr=2.8252e-04) (hash(x)=82814902)
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| 17 |
+
110 train 7.435596 (lr=3.1049e-04) (hash(x)=84907741)
|
| 18 |
+
120 train 7.293886 (lr=3.3846e-04) (hash(x)=82613223)
|
| 19 |
+
130 train 7.108490 (lr=3.6643e-04) (hash(x)=83540876)
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| 20 |
+
140 train 7.044240 (lr=3.9441e-04) (hash(x)=75095216)
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| 21 |
+
150 train 7.063421 (lr=4.2238e-04) (hash(x)=97190944)
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| 22 |
+
160 train 6.933561 (lr=4.5035e-04) (hash(x)=82117809)
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| 23 |
+
170 train 6.812375 (lr=4.7832e-04) (hash(x)=70514724)
|
| 24 |
+
180 train 6.728166 (lr=5.0629e-04) (hash(x)=81029624)
|
| 25 |
+
190 train 6.641076 (lr=5.3427e-04) (hash(x)=78996841)
|
| 26 |
+
200 val loss 6.5840
|
| 27 |
+
200 val perplexity 723.4366
|
| 28 |
+
200 train 6.586956 (lr=5.6224e-04) (hash(x)=79845097)
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| 29 |
+
210 train 6.473219 (lr=5.9021e-04) (hash(x)=78997683)
|
| 30 |
+
220 train 6.363735 (lr=6.1818e-04) (hash(x)=74895865)
|
| 31 |
+
230 train 6.538910 (lr=6.4615e-04) (hash(x)=80933276)
|
| 32 |
+
240 train 6.253383 (lr=6.7413e-04) (hash(x)=77664606)
|
| 33 |
+
250 train 6.267797 (lr=7.0210e-04) (hash(x)=75903930)
|
| 34 |
+
260 train 6.183492 (lr=7.3007e-04) (hash(x)=82996853)
|
| 35 |
+
270 train 6.115453 (lr=7.5804e-04) (hash(x)=73269568)
|
| 36 |
+
280 train 6.062278 (lr=7.8601e-04) (hash(x)=82906427)
|
| 37 |
+
290 train 5.983430 (lr=8.1399e-04) (hash(x)=71797895)
|
| 38 |
+
300 val loss 6.1122
|
| 39 |
+
300 val perplexity 451.3156
|
| 40 |
+
300 train 5.840255 (lr=8.4196e-04) (hash(x)=85232249)
|
| 41 |
+
310 train 5.794100 (lr=8.6993e-04) (hash(x)=75252489)
|
| 42 |
+
320 train 5.873136 (lr=8.9790e-04) (hash(x)=74394644)
|
| 43 |
+
330 train 5.946835 (lr=9.2587e-04) (hash(x)=82772910)
|
| 44 |
+
340 train 5.983040 (lr=9.5385e-04) (hash(x)=81627464)
|
| 45 |
+
350 train 5.963180 (lr=9.8182e-04) (hash(x)=84678053)
|
| 46 |
+
360 train 5.917547 (lr=1.0098e-03) (hash(x)=81884128)
|
| 47 |
+
370 train 5.900195 (lr=1.0378e-03) (hash(x)=76379242)
|
| 48 |
+
380 train 5.673262 (lr=1.0657e-03) (hash(x)=98182875)
|
| 49 |
+
390 train 5.670824 (lr=1.0937e-03) (hash(x)=79710436)
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| 50 |
+
400 val loss 5.7162
|
| 51 |
+
400 val perplexity 303.7545
|
| 52 |
+
400 train 5.669680 (lr=1.1217e-03) (hash(x)=79841071)
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| 53 |
+
410 train 5.592827 (lr=1.1497e-03) (hash(x)=75844151)
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| 54 |
+
420 train 5.591699 (lr=1.1776e-03) (hash(x)=73125036)
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| 55 |
+
430 train 5.628320 (lr=1.2056e-03) (hash(x)=84214858)
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| 56 |
+
440 train 5.518014 (lr=1.2336e-03) (hash(x)=80456994)
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| 57 |
+
450 train 5.482885 (lr=1.2615e-03) (hash(x)=76735962)
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| 58 |
+
460 train 5.422392 (lr=1.2895e-03) (hash(x)=81845446)
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| 59 |
+
470 train 5.234500 (lr=1.3175e-03) (hash(x)=76094689)
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| 60 |
+
480 train 5.356008 (lr=1.3455e-03) (hash(x)=83806686)
|
| 61 |
+
490 train 5.188223 (lr=1.3734e-03) (hash(x)=84690227)
|
| 62 |
+
500 val loss 5.4936
|
| 63 |
+
500 val perplexity 243.1230
|
| 64 |
+
500 train 5.256655 (lr=1.4014e-03) (hash(x)=71851938)
|
| 65 |
+
510 train 5.342268 (lr=1.4294e-03) (hash(x)=77159346)
|
| 66 |
+
520 train 5.381430 (lr=1.4573e-03) (hash(x)=80755753)
|
| 67 |
+
530 train 5.488706 (lr=1.4853e-03) (hash(x)=75379679)
|
| 68 |
+
540 train 5.385969 (lr=1.5133e-03) (hash(x)=82458619)
|
| 69 |
+
550 train 5.379599 (lr=1.5413e-03) (hash(x)=86366396)
|
| 70 |
+
560 train 5.350755 (lr=1.5692e-03) (hash(x)=85095044)
|
| 71 |
+
570 train 5.336123 (lr=1.5972e-03) (hash(x)=78385159)
|
| 72 |
+
580 train 5.273055 (lr=1.6252e-03) (hash(x)=79342394)
|
| 73 |
+
590 train 5.297306 (lr=1.6531e-03) (hash(x)=70782192)
|
| 74 |
+
600 val loss 5.2783
|
| 75 |
+
600 val perplexity 196.0441
|
| 76 |
+
600 train 5.259060 (lr=1.6811e-03) (hash(x)=76130353)
|
| 77 |
+
610 train 5.160896 (lr=1.7091e-03) (hash(x)=74778440)
|
| 78 |
+
620 train 5.143505 (lr=1.7371e-03) (hash(x)=79129709)
|
| 79 |
+
630 train 5.043120 (lr=1.7650e-03) (hash(x)=76469962)
|
| 80 |
+
640 train 5.053054 (lr=1.7930e-03) (hash(x)=78288049)
|
| 81 |
+
650 train 5.012689 (lr=1.8210e-03) (hash(x)=76641388)
|
| 82 |
+
660 train 4.910568 (lr=1.8490e-03) (hash(x)=75937906)
|
| 83 |
+
670 train 4.922427 (lr=1.8769e-03) (hash(x)=74807157)
|
| 84 |
+
680 train 4.830317 (lr=1.9049e-03) (hash(x)=77490144)
|
| 85 |
+
690 train 4.861750 (lr=1.9329e-03) (hash(x)=72900124)
|
| 86 |
+
700 val loss 5.1221
|
| 87 |
+
700 val perplexity 167.6951
|
| 88 |
+
700 train 4.820829 (lr=1.9608e-03) (hash(x)=73424218)
|
| 89 |
+
710 train 5.090122 (lr=1.9888e-03) (hash(x)=86052345)
|
| 90 |
+
720 train 5.051780 (lr=2.0000e-03) (hash(x)=77462613)
|
| 91 |
+
730 train 5.061331 (lr=1.9999e-03) (hash(x)=79027471)
|
| 92 |
+
740 train 5.037912 (lr=1.9998e-03) (hash(x)=78149992)
|
| 93 |
+
750 train 5.017835 (lr=1.9996e-03) (hash(x)=89147499)
|
| 94 |
+
760 train 5.001096 (lr=1.9993e-03) (hash(x)=74931538)
|
| 95 |
+
770 train 4.955994 (lr=1.9990e-03) (hash(x)=89648204)
|
| 96 |
+
780 train 4.990937 (lr=1.9986e-03) (hash(x)=83708293)
|
| 97 |
+
790 train 4.983702 (lr=1.9981e-03) (hash(x)=84336512)
|
| 98 |
+
800 val loss 4.9564
|
| 99 |
+
800 val perplexity 142.0809
|
| 100 |
+
800 train 4.885051 (lr=1.9976e-03) (hash(x)=75025285)
|
| 101 |
+
810 train 4.794215 (lr=1.9970e-03) (hash(x)=79436536)
|
| 102 |
+
820 train 4.788100 (lr=1.9963e-03) (hash(x)=90467390)
|
| 103 |
+
830 train 4.839355 (lr=1.9956e-03) (hash(x)=77292020)
|
| 104 |
+
840 train 4.753167 (lr=1.9948e-03) (hash(x)=75568927)
|
| 105 |
+
850 train 4.770946 (lr=1.9940e-03) (hash(x)=79671781)
|
| 106 |
+
860 train 4.841572 (lr=1.9930e-03) (hash(x)=84280943)
|
| 107 |
+
870 train 4.832933 (lr=1.9920e-03) (hash(x)=80901294)
|
| 108 |
+
880 train 4.960783 (lr=1.9910e-03) (hash(x)=81437584)
|
| 109 |
+
890 train 4.802401 (lr=1.9899e-03) (hash(x)=73893778)
|
| 110 |
+
900 val loss 4.8102
|
| 111 |
+
900 val perplexity 122.7548
|
| 112 |
+
900 train 4.737334 (lr=1.9887e-03) (hash(x)=74987794)
|
| 113 |
+
910 train 4.747663 (lr=1.9874e-03) (hash(x)=93721374)
|
| 114 |
+
920 train 4.731197 (lr=1.9861e-03) (hash(x)=79149678)
|
| 115 |
+
930 train 4.684422 (lr=1.9847e-03) (hash(x)=83179387)
|
| 116 |
+
940 train 4.686351 (lr=1.9833e-03) (hash(x)=89009978)
|
| 117 |
+
950 train 4.654570 (lr=1.9818e-03) (hash(x)=76483735)
|
| 118 |
+
960 train 4.586953 (lr=1.9802e-03) (hash(x)=78638850)
|
| 119 |
+
970 train 4.614932 (lr=1.9785e-03) (hash(x)=90415206)
|
| 120 |
+
980 train 4.548272 (lr=1.9768e-03) (hash(x)=90819195)
|
| 121 |
+
990 train 4.686238 (lr=1.9750e-03) (hash(x)=85938852)
|
| 122 |
+
1000 val loss 4.6626
|
| 123 |
+
1000 val perplexity 105.9062
|
| 124 |
+
1000 train 4.711349 (lr=1.9732e-03) (hash(x)=82436789)
|
| 125 |
+
1010 train 4.747443 (lr=1.9713e-03) (hash(x)=63022149)
|
| 126 |
+
1020 train 4.669138 (lr=1.9693e-03) (hash(x)=83501199)
|
| 127 |
+
1030 train 4.650716 (lr=1.9673e-03) (hash(x)=77093326)
|
| 128 |
+
1040 train 4.525937 (lr=1.9652e-03) (hash(x)=73437559)
|
| 129 |
+
1050 train 4.610815 (lr=1.9630e-03) (hash(x)=84550388)
|
| 130 |
+
1060 train 4.617441 (lr=1.9608e-03) (hash(x)=86184566)
|
| 131 |
+
1070 train 4.598150 (lr=1.9585e-03) (hash(x)=85644922)
|
| 132 |
+
1080 train 4.531865 (lr=1.9562e-03) (hash(x)=86179801)
|
| 133 |
+
1090 train 4.505293 (lr=1.9538e-03) (hash(x)=82868303)
|
| 134 |
+
1100 val loss 4.5696
|
| 135 |
+
1100 val perplexity 96.5059
|
| 136 |
+
1100 train 4.596138 (lr=1.9513e-03) (hash(x)=96780388)
|
| 137 |
+
1110 train 4.528399 (lr=1.9488e-03) (hash(x)=87223122)
|
| 138 |
+
1120 train 4.500387 (lr=1.9462e-03) (hash(x)=77292786)
|
| 139 |
+
1130 train 4.525281 (lr=1.9435e-03) (hash(x)=88761375)
|
| 140 |
+
1140 train 4.437323 (lr=1.9408e-03) (hash(x)=80956468)
|
| 141 |
+
1150 train 4.607018 (lr=1.9380e-03) (hash(x)=84725462)
|
| 142 |
+
1160 train 4.587046 (lr=1.9351e-03) (hash(x)=76098113)
|
| 143 |
+
1170 train 4.567883 (lr=1.9322e-03) (hash(x)=84387685)
|
| 144 |
+
1180 train 4.509290 (lr=1.9293e-03) (hash(x)=76120321)
|
| 145 |
+
1190 train 4.470008 (lr=1.9262e-03) (hash(x)=85974065)
|
| 146 |
+
1200 val loss 4.4936
|
| 147 |
+
1200 val perplexity 89.4414
|
| 148 |
+
1200 train 4.378562 (lr=1.9231e-03) (hash(x)=79340644)
|
| 149 |
+
1210 train 4.466261 (lr=1.9200e-03) (hash(x)=88345025)
|
| 150 |
+
1220 train 4.386754 (lr=1.9168e-03) (hash(x)=86406230)
|
| 151 |
+
1230 train 4.368605 (lr=1.9135e-03) (hash(x)=80608975)
|
| 152 |
+
1240 train 4.415116 (lr=1.9102e-03) (hash(x)=81635225)
|
| 153 |
+
1250 train 4.258708 (lr=1.9068e-03) (hash(x)=82126376)
|
| 154 |
+
1260 train 4.426104 (lr=1.9033e-03) (hash(x)=83737972)
|
| 155 |
+
1270 train 4.333998 (lr=1.8998e-03) (hash(x)=81132345)
|
| 156 |
+
1280 train 4.427336 (lr=1.8962e-03) (hash(x)=85850404)
|
| 157 |
+
1290 train 4.433538 (lr=1.8926e-03) (hash(x)=83490640)
|
| 158 |
+
1300 val loss 4.4413
|
| 159 |
+
1300 val perplexity 84.8834
|
| 160 |
+
1300 train 4.414694 (lr=1.8889e-03) (hash(x)=77545187)
|
| 161 |
+
1310 train 4.460745 (lr=1.8852e-03) (hash(x)=86412685)
|
| 162 |
+
1320 train 4.352343 (lr=1.8813e-03) (hash(x)=86429640)
|
| 163 |
+
1330 train 4.498969 (lr=1.8775e-03) (hash(x)=79645281)
|
| 164 |
+
1340 train 4.446202 (lr=1.8736e-03) (hash(x)=82668541)
|
| 165 |
+
1350 train 4.308775 (lr=1.8696e-03) (hash(x)=73627248)
|
| 166 |
+
1360 train 4.403217 (lr=1.8656e-03) (hash(x)=74845133)
|
| 167 |
+
1370 train 4.309646 (lr=1.8615e-03) (hash(x)=77850497)
|
| 168 |
+
1380 train 4.333172 (lr=1.8573e-03) (hash(x)=76143954)
|
| 169 |
+
1390 train 4.347454 (lr=1.8531e-03) (hash(x)=80675544)
|
| 170 |
+
1400 val loss 4.4110
|
| 171 |
+
1400 val perplexity 82.3496
|
| 172 |
+
1400 train 4.325371 (lr=1.8489e-03) (hash(x)=76010938)
|
| 173 |
+
1410 train 4.371292 (lr=1.8445e-03) (hash(x)=81260300)
|
| 174 |
+
1420 train 4.486557 (lr=1.8402e-03) (hash(x)=83803629)
|
| 175 |
+
1430 train 4.311521 (lr=1.8358e-03) (hash(x)=83840110)
|
| 176 |
+
1440 train 4.504490 (lr=1.8313e-03) (hash(x)=97711831)
|
| 177 |
+
1450 train 4.381348 (lr=1.8268e-03) (hash(x)=81110139)
|
| 178 |
+
1460 train 4.306368 (lr=1.8222e-03) (hash(x)=90942839)
|
| 179 |
+
1470 train 4.338898 (lr=1.8175e-03) (hash(x)=80721564)
|
| 180 |
+
1480 train 4.436263 (lr=1.8128e-03) (hash(x)=77852059)
|
| 181 |
+
1490 train 4.326926 (lr=1.8081e-03) (hash(x)=80011365)
|
| 182 |
+
1500 val loss 4.3650
|
| 183 |
+
1500 val perplexity 78.6458
|
| 184 |
+
1500 train 4.358942 (lr=1.8033e-03) (hash(x)=84496142)
|
| 185 |
+
1510 train 4.288649 (lr=1.7985e-03) (hash(x)=70186729)
|
| 186 |
+
1520 train 4.313070 (lr=1.7936e-03) (hash(x)=74854227)
|
| 187 |
+
1530 train 4.224393 (lr=1.7886e-03) (hash(x)=77468161)
|
| 188 |
+
1540 train 4.234926 (lr=1.7836e-03) (hash(x)=87853059)
|
| 189 |
+
1550 train 4.169269 (lr=1.7786e-03) (hash(x)=71225436)
|
| 190 |
+
1560 train 4.275188 (lr=1.7735e-03) (hash(x)=84072783)
|
| 191 |
+
1570 train 4.320570 (lr=1.7683e-03) (hash(x)=72723098)
|
| 192 |
+
1580 train 4.335917 (lr=1.7631e-03) (hash(x)=90409866)
|
| 193 |
+
1590 train 4.417427 (lr=1.7579e-03) (hash(x)=87481378)
|
| 194 |
+
1600 val loss 4.3356
|
| 195 |
+
1600 val perplexity 76.3741
|
| 196 |
+
1600 train 4.395532 (lr=1.7526e-03) (hash(x)=77643862)
|
| 197 |
+
1610 train 4.283550 (lr=1.7472e-03) (hash(x)=88862575)
|
| 198 |
+
1620 train 4.299943 (lr=1.7418e-03) (hash(x)=84612581)
|
| 199 |
+
1630 train 4.331640 (lr=1.7364e-03) (hash(x)=87075989)
|
| 200 |
+
1640 train 4.219054 (lr=1.7309e-03) (hash(x)=88277361)
|
| 201 |
+
1650 train 4.333176 (lr=1.7254e-03) (hash(x)=78750236)
|
| 202 |
+
1660 train 4.263692 (lr=1.7198e-03) (hash(x)=82604581)
|
| 203 |
+
1670 train 4.094774 (lr=1.7142e-03) (hash(x)=68482265)
|
| 204 |
+
1680 train 4.219302 (lr=1.7085e-03) (hash(x)=75088835)
|
| 205 |
+
1690 train 4.161540 (lr=1.7028e-03) (hash(x)=66060989)
|
| 206 |
+
1700 val loss 4.3351
|
| 207 |
+
1700 val perplexity 76.3307
|
| 208 |
+
1700 train 4.327582 (lr=1.6970e-03) (hash(x)=79986754)
|
| 209 |
+
1710 train 4.313794 (lr=1.6912e-03) (hash(x)=83657930)
|
| 210 |
+
1720 train 4.252811 (lr=1.6854e-03) (hash(x)=81754135)
|
| 211 |
+
1730 train 4.339839 (lr=1.6795e-03) (hash(x)=78904427)
|
| 212 |
+
1740 train 4.242384 (lr=1.6736e-03) (hash(x)=85920177)
|
| 213 |
+
1750 train 4.293923 (lr=1.6676e-03) (hash(x)=86573211)
|
| 214 |
+
1760 train 4.249685 (lr=1.6616e-03) (hash(x)=81737128)
|
| 215 |
+
1770 train 4.240215 (lr=1.6555e-03) (hash(x)=77400968)
|
| 216 |
+
1780 train 4.255862 (lr=1.6494e-03) (hash(x)=73545497)
|
| 217 |
+
1790 train 4.501863 (lr=1.6433e-03) (hash(x)=71641943)
|
| 218 |
+
1800 val loss 4.2889
|
| 219 |
+
1800 val perplexity 72.8868
|
| 220 |
+
1800 train 4.352567 (lr=1.6371e-03) (hash(x)=87819781)
|
| 221 |
+
1810 train 4.204506 (lr=1.6309e-03) (hash(x)=86870770)
|
| 222 |
+
1820 train 4.216088 (lr=1.6246e-03) (hash(x)=82522211)
|
| 223 |
+
1830 train 4.299448 (lr=1.6183e-03) (hash(x)=61947437)
|
| 224 |
+
1840 train 4.182921 (lr=1.6120e-03) (hash(x)=79865406)
|
| 225 |
+
1850 train 4.147946 (lr=1.6056e-03) (hash(x)=79828721)
|
| 226 |
+
1860 train 4.287210 (lr=1.5992e-03) (hash(x)=80869571)
|
| 227 |
+
1870 train 4.274639 (lr=1.5928e-03) (hash(x)=73780971)
|
| 228 |
+
1880 train 4.236541 (lr=1.5863e-03) (hash(x)=79249549)
|
| 229 |
+
1890 train 4.300196 (lr=1.5798e-03) (hash(x)=81041904)
|
| 230 |
+
1900 val loss 4.2645
|
| 231 |
+
1900 val perplexity 71.1314
|
| 232 |
+
1900 train 4.364532 (lr=1.5732e-03) (hash(x)=82456430)
|
| 233 |
+
1910 train 4.127520 (lr=1.5666e-03) (hash(x)=82222135)
|
| 234 |
+
1920 train 4.167559 (lr=1.5600e-03) (hash(x)=70033249)
|
| 235 |
+
1930 train 4.153447 (lr=1.5533e-03) (hash(x)=72887360)
|
| 236 |
+
1940 train 4.201384 (lr=1.5467e-03) (hash(x)=83251100)
|
| 237 |
+
1950 train 4.237510 (lr=1.5399e-03) (hash(x)=79660266)
|
| 238 |
+
1960 train 4.119651 (lr=1.5332e-03) (hash(x)=78919068)
|
| 239 |
+
1970 train 4.216429 (lr=1.5264e-03) (hash(x)=94690431)
|
| 240 |
+
1980 train 4.052589 (lr=1.5196e-03) (hash(x)=88153756)
|
| 241 |
+
1990 train 4.112547 (lr=1.5127e-03) (hash(x)=77195688)
|
| 242 |
+
2000 val loss 4.2406
|
| 243 |
+
2000 val perplexity 69.4492
|
| 244 |
+
2000 train 4.205284 (lr=1.5058e-03) (hash(x)=81308591)
|
| 245 |
+
2010 train 4.257005 (lr=1.4989e-03) (hash(x)=80205479)
|
| 246 |
+
2020 train 4.169465 (lr=1.4920e-03) (hash(x)=81008704)
|
| 247 |
+
2030 train 4.237891 (lr=1.4850e-03) (hash(x)=82914358)
|
| 248 |
+
2040 train 4.245559 (lr=1.4780e-03) (hash(x)=88064399)
|
| 249 |
+
2050 train 4.240659 (lr=1.4710e-03) (hash(x)=82889390)
|
| 250 |
+
2060 train 4.315722 (lr=1.4639e-03) (hash(x)=80913554)
|
| 251 |
+
2070 train 4.161486 (lr=1.4569e-03) (hash(x)=78121791)
|
| 252 |
+
2080 train 4.293556 (lr=1.4498e-03) (hash(x)=75356657)
|
| 253 |
+
2090 train 4.120970 (lr=1.4426e-03) (hash(x)=74048412)
|
| 254 |
+
2100 val loss 4.2186
|
| 255 |
+
2100 val perplexity 67.9363
|
| 256 |
+
2100 train 4.042845 (lr=1.4355e-03) (hash(x)=68928225)
|
| 257 |
+
2110 train 4.099514 (lr=1.4283e-03) (hash(x)=93734745)
|
| 258 |
+
2120 train 4.090335 (lr=1.4211e-03) (hash(x)=72878164)
|
| 259 |
+
2130 train 4.216095 (lr=1.4139e-03) (hash(x)=71508226)
|
| 260 |
+
2140 train 4.178213 (lr=1.4066e-03) (hash(x)=84168671)
|
| 261 |
+
2150 train 4.116589 (lr=1.3993e-03) (hash(x)=74673639)
|
| 262 |
+
2160 train 4.256698 (lr=1.3920e-03) (hash(x)=75470031)
|
| 263 |
+
2170 train 4.224009 (lr=1.3847e-03) (hash(x)=74307890)
|
| 264 |
+
2180 train 4.333496 (lr=1.3774e-03) (hash(x)=77214245)
|
| 265 |
+
2190 train 4.115132 (lr=1.3700e-03) (hash(x)=88628359)
|
| 266 |
+
2200 val loss 4.1990
|
| 267 |
+
2200 val perplexity 66.6176
|
| 268 |
+
2200 train 4.135565 (lr=1.3626e-03) (hash(x)=74779126)
|
| 269 |
+
2210 train 4.168253 (lr=1.3552e-03) (hash(x)=79817976)
|
| 270 |
+
2220 train 4.123131 (lr=1.3478e-03) (hash(x)=75258996)
|
| 271 |
+
2230 train 4.095799 (lr=1.3404e-03) (hash(x)=88164047)
|
| 272 |
+
2240 train 4.078424 (lr=1.3329e-03) (hash(x)=78580686)
|
| 273 |
+
2250 train 4.017454 (lr=1.3255e-03) (hash(x)=76510617)
|
| 274 |
+
2260 train 4.095739 (lr=1.3180e-03) (hash(x)=76043966)
|
| 275 |
+
2270 train 4.074729 (lr=1.3105e-03) (hash(x)=73062098)
|
| 276 |
+
2280 train 4.297091 (lr=1.3030e-03) (hash(x)=81885909)
|
| 277 |
+
2290 train 4.230886 (lr=1.2954e-03) (hash(x)=81481741)
|
| 278 |
+
2300 val loss 4.1751
|
| 279 |
+
2300 val perplexity 65.0454
|
| 280 |
+
2300 train 4.092732 (lr=1.2879e-03) (hash(x)=82104275)
|
| 281 |
+
2310 train 4.145487 (lr=1.2803e-03) (hash(x)=82137309)
|
| 282 |
+
2320 train 4.124151 (lr=1.2727e-03) (hash(x)=86741167)
|
| 283 |
+
2330 train 4.142951 (lr=1.2652e-03) (hash(x)=84796263)
|
| 284 |
+
2340 train 4.103671 (lr=1.2576e-03) (hash(x)=169966529)
|
| 285 |
+
2350 train 3.981705 (lr=1.2499e-03) (hash(x)=80006061)
|
| 286 |
+
2360 train 4.042752 (lr=1.2423e-03) (hash(x)=71090999)
|
| 287 |
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2370 train 4.170042 (lr=1.2347e-03) (hash(x)=86641850)
|
| 288 |
+
2380 train 4.070052 (lr=1.2270e-03) (hash(x)=84573253)
|
| 289 |
+
2390 train 4.098938 (lr=1.2194e-03) (hash(x)=74483764)
|
| 290 |
+
2400 val loss 4.1648
|
| 291 |
+
2400 val perplexity 64.3780
|
| 292 |
+
2400 train 4.072681 (lr=1.2117e-03) (hash(x)=78327659)
|
| 293 |
+
2410 train 4.138642 (lr=1.2041e-03) (hash(x)=77273627)
|
| 294 |
+
2420 train 4.004621 (lr=1.1964e-03) (hash(x)=76938049)
|
| 295 |
+
2430 train 4.011081 (lr=1.1887e-03) (hash(x)=98449442)
|
| 296 |
+
2440 train 3.869775 (lr=1.1810e-03) (hash(x)=78157797)
|
| 297 |
+
2450 train 3.908055 (lr=1.1733e-03) (hash(x)=80637582)
|
| 298 |
+
2460 train 3.900242 (lr=1.1656e-03) (hash(x)=80023854)
|
| 299 |
+
2470 train 3.966435 (lr=1.1579e-03) (hash(x)=86678884)
|
| 300 |
+
2480 train 4.191215 (lr=1.1502e-03) (hash(x)=84086469)
|
| 301 |
+
2490 train 4.208256 (lr=1.1425e-03) (hash(x)=83131141)
|
| 302 |
+
2500 val loss 4.1437
|
| 303 |
+
2500 val perplexity 63.0367
|
| 304 |
+
2500 train 4.122083 (lr=1.1348e-03) (hash(x)=82583497)
|
| 305 |
+
2510 train 4.182195 (lr=1.1270e-03) (hash(x)=79164326)
|
| 306 |
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2520 train 4.089431 (lr=1.1193e-03) (hash(x)=76456503)
|
| 307 |
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2530 train 4.147231 (lr=1.1116e-03) (hash(x)=82001228)
|
| 308 |
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2540 train 4.180750 (lr=1.1039e-03) (hash(x)=75615595)
|
| 309 |
+
2550 train 4.129670 (lr=1.0961e-03) (hash(x)=78397869)
|
| 310 |
+
2560 train 4.130214 (lr=1.0884e-03) (hash(x)=75547032)
|
| 311 |
+
2570 train 4.045819 (lr=1.0807e-03) (hash(x)=89201025)
|
| 312 |
+
2580 train 4.029406 (lr=1.0730e-03) (hash(x)=89856704)
|
| 313 |
+
2590 train 4.040164 (lr=1.0652e-03) (hash(x)=82175682)
|
| 314 |
+
2600 val loss 4.1264
|
| 315 |
+
2600 val perplexity 61.9522
|
| 316 |
+
2600 train 4.047859 (lr=1.0575e-03) (hash(x)=78312826)
|
| 317 |
+
2610 train 4.034362 (lr=1.0498e-03) (hash(x)=77066588)
|
| 318 |
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2620 train 3.876209 (lr=1.0421e-03) (hash(x)=78666061)
|
| 319 |
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2630 train 3.877981 (lr=1.0344e-03) (hash(x)=93762143)
|
| 320 |
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2640 train 3.889488 (lr=1.0267e-03) (hash(x)=83191587)
|
| 321 |
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2650 train 3.815217 (lr=1.0190e-03) (hash(x)=87169585)
|
| 322 |
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2660 train 4.033377 (lr=1.0113e-03) (hash(x)=86426388)
|
| 323 |
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2670 train 4.172971 (lr=1.0036e-03) (hash(x)=76692638)
|
| 324 |
+
2680 train 4.085076 (lr=9.9594e-04) (hash(x)=77446063)
|
| 325 |
+
2690 train 4.086094 (lr=9.8827e-04) (hash(x)=79809050)
|
| 326 |
+
2700 val loss 4.1247
|
| 327 |
+
2700 val perplexity 61.8476
|
| 328 |
+
2700 train 4.015488 (lr=9.8061e-04) (hash(x)=83116823)
|
| 329 |
+
2710 train 4.128306 (lr=9.7296e-04) (hash(x)=75622148)
|
| 330 |
+
2720 train 4.057120 (lr=9.6532e-04) (hash(x)=80690512)
|
| 331 |
+
2730 train 4.126090 (lr=9.5768e-04) (hash(x)=78009984)
|
| 332 |
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2740 train 4.075282 (lr=9.5006e-04) (hash(x)=74205488)
|
| 333 |
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2750 train 4.084890 (lr=9.4245e-04) (hash(x)=91013332)
|
| 334 |
+
2760 train 4.005525 (lr=9.3485e-04) (hash(x)=76954961)
|
| 335 |
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2770 train 4.016811 (lr=9.2726e-04) (hash(x)=79390317)
|
| 336 |
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2780 train 3.886596 (lr=9.1969e-04) (hash(x)=70168783)
|
| 337 |
+
2790 train 4.047701 (lr=9.1212e-04) (hash(x)=76028417)
|
| 338 |
+
2800 val loss 4.1018
|
| 339 |
+
2800 val perplexity 60.4476
|
| 340 |
+
2800 train 3.873746 (lr=9.0458e-04) (hash(x)=77656050)
|
| 341 |
+
2810 train 3.917989 (lr=8.9704e-04) (hash(x)=94248216)
|
| 342 |
+
2820 train 3.984176 (lr=8.8952e-04) (hash(x)=78305078)
|
| 343 |
+
2830 train 3.893653 (lr=8.8202e-04) (hash(x)=79948848)
|
| 344 |
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2840 train 3.760536 (lr=8.7453e-04) (hash(x)=85341024)
|
| 345 |
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2850 train 4.068945 (lr=8.6706e-04) (hash(x)=78735170)
|
| 346 |
+
2860 train 4.313912 (lr=8.5961e-04) (hash(x)=71616419)
|
| 347 |
+
2870 train 4.094830 (lr=8.5217e-04) (hash(x)=78656517)
|
| 348 |
+
2880 train 4.102984 (lr=8.4476e-04) (hash(x)=80073987)
|
| 349 |
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2890 train 4.029589 (lr=8.3736e-04) (hash(x)=76894809)
|
| 350 |
+
2900 val loss 4.0770
|
| 351 |
+
2900 val perplexity 58.9687
|
| 352 |
+
2900 train 4.010001 (lr=8.2998e-04) (hash(x)=80499838)
|
| 353 |
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2910 train 4.062317 (lr=8.2262e-04) (hash(x)=72673354)
|
| 354 |
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2920 train 4.046411 (lr=8.1528e-04) (hash(x)=84265768)
|
| 355 |
+
2930 train 4.069248 (lr=8.0796e-04) (hash(x)=79612060)
|
| 356 |
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2940 train 3.927702 (lr=8.0067e-04) (hash(x)=74970087)
|
| 357 |
+
2950 train 4.082783 (lr=7.9339e-04) (hash(x)=84166818)
|
| 358 |
+
2960 train 4.066880 (lr=7.8614e-04) (hash(x)=89410221)
|
| 359 |
+
2970 train 4.010108 (lr=7.7891e-04) (hash(x)=75672566)
|
| 360 |
+
2980 train 3.865549 (lr=7.7171e-04) (hash(x)=81760314)
|
| 361 |
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2990 train 3.840216 (lr=7.6453e-04) (hash(x)=80605200)
|
| 362 |
+
3000 val loss 4.0757
|
| 363 |
+
3000 val perplexity 58.8896
|
| 364 |
+
3000 train 3.833838 (lr=7.5737e-04) (hash(x)=83804735)
|
| 365 |
+
3010 train 3.762861 (lr=7.5024e-04) (hash(x)=77015303)
|
| 366 |
+
3020 train 3.829176 (lr=7.4313e-04) (hash(x)=81464523)
|
| 367 |
+
3030 train 4.027744 (lr=7.3606e-04) (hash(x)=80168230)
|
| 368 |
+
3040 train 3.973993 (lr=7.2900e-04) (hash(x)=84817006)
|
| 369 |
+
3050 train 4.080138 (lr=7.2198e-04) (hash(x)=71601811)
|
| 370 |
+
3060 train 4.001876 (lr=7.1498e-04) (hash(x)=85499733)
|
| 371 |
+
3070 train 4.054987 (lr=7.0801e-04) (hash(x)=78670408)
|
| 372 |
+
3080 train 3.948816 (lr=7.0107e-04) (hash(x)=77120468)
|
| 373 |
+
3090 train 4.054901 (lr=6.9416e-04) (hash(x)=77927426)
|
| 374 |
+
3100 val loss 4.0558
|
| 375 |
+
3100 val perplexity 57.7295
|
| 376 |
+
3100 train 4.068103 (lr=6.8728e-04) (hash(x)=83998606)
|
| 377 |
+
3110 train 3.963448 (lr=6.8043e-04) (hash(x)=77990218)
|
| 378 |
+
3120 train 3.884058 (lr=6.7362e-04) (hash(x)=81623970)
|
| 379 |
+
3130 train 3.853804 (lr=6.6683e-04) (hash(x)=75014781)
|
| 380 |
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3140 train 3.913841 (lr=6.6007e-04) (hash(x)=72591250)
|
| 381 |
+
3150 train 3.921466 (lr=6.5335e-04) (hash(x)=81421847)
|
| 382 |
+
3160 train 3.973674 (lr=6.4666e-04) (hash(x)=75112631)
|
| 383 |
+
3170 train 4.071921 (lr=6.4000e-04) (hash(x)=87518033)
|
| 384 |
+
3180 train 3.918107 (lr=6.3338e-04) (hash(x)=78648348)
|
| 385 |
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3190 train 4.041168 (lr=6.2679e-04) (hash(x)=78270029)
|
| 386 |
+
3200 val loss 4.0374
|
| 387 |
+
3200 val perplexity 56.6781
|
| 388 |
+
3200 train 4.112720 (lr=6.2024e-04) (hash(x)=83380714)
|
| 389 |
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3210 train 4.297076 (lr=6.1372e-04) (hash(x)=67804991)
|
| 390 |
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3220 train 4.024940 (lr=6.0724e-04) (hash(x)=76968804)
|
| 391 |
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3230 train 3.959510 (lr=6.0079e-04) (hash(x)=75798670)
|
| 392 |
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3240 train 4.033435 (lr=5.9438e-04) (hash(x)=83192811)
|
| 393 |
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3250 train 3.971035 (lr=5.8801e-04) (hash(x)=81659789)
|
| 394 |
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3260 train 4.011578 (lr=5.8167e-04) (hash(x)=80622502)
|
| 395 |
+
3270 train 3.983234 (lr=5.7538e-04) (hash(x)=85436511)
|
| 396 |
+
3280 train 3.919018 (lr=5.6912e-04) (hash(x)=80589180)
|
| 397 |
+
3290 train 4.064373 (lr=5.6290e-04) (hash(x)=85747193)
|
| 398 |
+
3300 val loss 4.0338
|
| 399 |
+
3300 val perplexity 56.4738
|
| 400 |
+
3300 train 3.928417 (lr=5.5672e-04) (hash(x)=74635692)
|
| 401 |
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3310 train 3.916089 (lr=5.5058e-04) (hash(x)=82045455)
|
| 402 |
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3320 train 3.791219 (lr=5.4449e-04) (hash(x)=73249173)
|
| 403 |
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3330 train 3.746655 (lr=5.3843e-04) (hash(x)=71492338)
|
| 404 |
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3340 train 4.078082 (lr=5.3241e-04) (hash(x)=76374071)
|
| 405 |
+
3350 train 4.046371 (lr=5.2644e-04) (hash(x)=80474064)
|
| 406 |
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3360 train 3.961680 (lr=5.2051e-04) (hash(x)=84390892)
|
| 407 |
+
3370 train 4.011613 (lr=5.1462e-04) (hash(x)=83399949)
|
| 408 |
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3380 train 4.056945 (lr=5.0877e-04) (hash(x)=77648059)
|
| 409 |
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3390 train 4.028938 (lr=5.0297e-04) (hash(x)=80152701)
|
| 410 |
+
3400 val loss 4.0148
|
| 411 |
+
3400 val perplexity 55.4130
|
| 412 |
+
3400 train 4.075192 (lr=4.9721e-04) (hash(x)=81952545)
|
| 413 |
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3410 train 4.041352 (lr=4.9149e-04) (hash(x)=80908993)
|
| 414 |
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3420 train 4.080109 (lr=4.8582e-04) (hash(x)=79610037)
|
| 415 |
+
3430 train 3.951145 (lr=4.8020e-04) (hash(x)=87624382)
|
| 416 |
+
3440 train 4.006751 (lr=4.7462e-04) (hash(x)=82336381)
|
| 417 |
+
3450 train 3.981426 (lr=4.6909e-04) (hash(x)=87687835)
|
| 418 |
+
3460 train 3.984341 (lr=4.6360e-04) (hash(x)=76376135)
|
| 419 |
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3470 train 3.896631 (lr=4.5816e-04) (hash(x)=79331391)
|
| 420 |
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3480 train 3.803572 (lr=4.5277e-04) (hash(x)=107002681)
|
| 421 |
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3490 train 3.881458 (lr=4.4743e-04) (hash(x)=77465514)
|
| 422 |
+
3500 val loss 4.0119
|
| 423 |
+
3500 val perplexity 55.2491
|
| 424 |
+
3500 train 3.850668 (lr=4.4213e-04) (hash(x)=88237229)
|
| 425 |
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3510 train 3.916492 (lr=4.3689e-04) (hash(x)=81011739)
|
| 426 |
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3520 train 3.961740 (lr=4.3169e-04) (hash(x)=64643427)
|
| 427 |
+
3530 train 4.241804 (lr=4.2654e-04) (hash(x)=78029539)
|
| 428 |
+
3540 train 4.067226 (lr=4.2144e-04) (hash(x)=83188968)
|
| 429 |
+
3550 train 4.093814 (lr=4.1639e-04) (hash(x)=86104185)
|
| 430 |
+
3560 train 4.017192 (lr=4.1139e-04) (hash(x)=81993629)
|
| 431 |
+
3570 train 3.989879 (lr=4.0644e-04) (hash(x)=72719368)
|
| 432 |
+
3580 train 4.001433 (lr=4.0154e-04) (hash(x)=90091487)
|
| 433 |
+
3590 train 3.885998 (lr=3.9670e-04) (hash(x)=77393152)
|
| 434 |
+
3600 val loss 3.9942
|
| 435 |
+
3600 val perplexity 54.2806
|
| 436 |
+
3600 train 3.994248 (lr=3.9190e-04) (hash(x)=73103504)
|
| 437 |
+
3610 train 4.000402 (lr=3.8716e-04) (hash(x)=84429400)
|
| 438 |
+
3620 train 3.977069 (lr=3.8247e-04) (hash(x)=77021795)
|
| 439 |
+
3630 train 3.925595 (lr=3.7783e-04) (hash(x)=92830605)
|
| 440 |
+
3640 train 4.124040 (lr=3.7325e-04) (hash(x)=78313175)
|
| 441 |
+
3650 train 3.924363 (lr=3.6872e-04) (hash(x)=85395549)
|
| 442 |
+
3660 train 3.717732 (lr=3.6424e-04) (hash(x)=78114459)
|
| 443 |
+
3670 train 3.846315 (lr=3.5982e-04) (hash(x)=74968316)
|
| 444 |
+
3680 train 3.768297 (lr=3.5545e-04) (hash(x)=73358737)
|
| 445 |
+
3690 train 3.877346 (lr=3.5114e-04) (hash(x)=76399442)
|
| 446 |
+
3700 val loss 3.9953
|
| 447 |
+
3700 val perplexity 54.3400
|
| 448 |
+
3700 train 3.878586 (lr=3.4688e-04) (hash(x)=74039273)
|
| 449 |
+
3710 train 4.052510 (lr=3.4268e-04) (hash(x)=79299680)
|
| 450 |
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3720 train 3.968278 (lr=3.3854e-04) (hash(x)=94701498)
|
| 451 |
+
3730 train 4.049542 (lr=3.3445e-04) (hash(x)=75352071)
|
| 452 |
+
3740 train 3.932052 (lr=3.3041e-04) (hash(x)=77909487)
|
| 453 |
+
3750 train 4.036614 (lr=3.2644e-04) (hash(x)=73986730)
|
| 454 |
+
3760 train 3.994642 (lr=3.2252e-04) (hash(x)=79325763)
|
| 455 |
+
3770 train 4.039020 (lr=3.1865e-04) (hash(x)=72457818)
|
| 456 |
+
3780 train 4.167808 (lr=3.1485e-04) (hash(x)=71775590)
|
| 457 |
+
3790 train 4.063184 (lr=3.1110e-04) (hash(x)=82638943)
|
| 458 |
+
3800 val loss 3.9797
|
| 459 |
+
3800 val perplexity 53.5036
|
| 460 |
+
3800 train 4.034631 (lr=3.0741e-04) (hash(x)=79965893)
|
| 461 |
+
3810 train 3.967500 (lr=3.0378e-04) (hash(x)=72598235)
|
| 462 |
+
3820 train 3.950491 (lr=3.0021e-04) (hash(x)=83113889)
|
| 463 |
+
3830 train 4.011137 (lr=2.9670e-04) (hash(x)=74434590)
|
| 464 |
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3840 train 3.929249 (lr=2.9324e-04) (hash(x)=82860348)
|
| 465 |
+
3850 train 3.860030 (lr=2.8985e-04) (hash(x)=78067565)
|
| 466 |
+
3860 train 3.932343 (lr=2.8651e-04) (hash(x)=82592498)
|
| 467 |
+
3870 train 3.866020 (lr=2.8324e-04) (hash(x)=81820733)
|
| 468 |
+
3880 train 3.882616 (lr=2.8002e-04) (hash(x)=87709040)
|
| 469 |
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3890 train 3.927842 (lr=2.7687e-04) (hash(x)=70379093)
|
| 470 |
+
3900 val loss 3.9745
|
| 471 |
+
3900 val perplexity 53.2225
|
| 472 |
+
3900 train 4.049213 (lr=2.7378e-04) (hash(x)=76597431)
|
| 473 |
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3910 train 3.936760 (lr=2.7074e-04) (hash(x)=90490716)
|
| 474 |
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3920 train 4.036233 (lr=2.6777e-04) (hash(x)=81970659)
|
| 475 |
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3930 train 4.024949 (lr=2.6486e-04) (hash(x)=81496334)
|
| 476 |
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3940 train 3.998729 (lr=2.6201e-04) (hash(x)=75717605)
|
| 477 |
+
3950 train 3.946081 (lr=2.5923e-04) (hash(x)=82749357)
|
| 478 |
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3960 train 3.972913 (lr=2.5650e-04) (hash(x)=89355157)
|
| 479 |
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3970 train 3.931072 (lr=2.5384e-04) (hash(x)=78980403)
|
| 480 |
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3980 train 3.900640 (lr=2.5124e-04) (hash(x)=76627217)
|
| 481 |
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3990 train 3.904887 (lr=2.4870e-04) (hash(x)=72412879)
|
| 482 |
+
4000 val loss 3.9684
|
| 483 |
+
4000 val perplexity 52.9000
|
| 484 |
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4000 train 3.916356 (lr=2.4622e-04) (hash(x)=83018142)
|
| 485 |
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4010 train 3.928426 (lr=2.4381e-04) (hash(x)=81272436)
|
| 486 |
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4020 train 3.856344 (lr=2.4146e-04) (hash(x)=85497482)
|
| 487 |
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4030 train 3.931446 (lr=2.3918e-04) (hash(x)=85241734)
|
| 488 |
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4040 train 3.900393 (lr=2.3695e-04) (hash(x)=77925307)
|
| 489 |
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4050 train 3.897156 (lr=2.3479e-04) (hash(x)=84826179)
|
| 490 |
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4060 train 3.958513 (lr=2.3270e-04) (hash(x)=83606764)
|
| 491 |
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4070 train 3.872245 (lr=2.3067e-04) (hash(x)=80567590)
|
| 492 |
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4080 train 3.920675 (lr=2.2870e-04) (hash(x)=76860998)
|
| 493 |
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4090 train 3.958889 (lr=2.2680e-04) (hash(x)=74902328)
|
| 494 |
+
4100 val loss 3.9585
|
| 495 |
+
4100 val perplexity 52.3789
|
| 496 |
+
4100 train 3.996765 (lr=2.2496e-04) (hash(x)=82832041)
|
| 497 |
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4110 train 3.882298 (lr=2.2318e-04) (hash(x)=79143262)
|
| 498 |
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4120 train 3.909158 (lr=2.2147e-04) (hash(x)=77038149)
|
| 499 |
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4130 train 4.091127 (lr=2.1983e-04) (hash(x)=86339074)
|
| 500 |
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4140 train 4.158182 (lr=2.1825e-04) (hash(x)=76686216)
|
| 501 |
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4150 train 3.932431 (lr=2.1673e-04) (hash(x)=70522682)
|
| 502 |
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4160 train 3.893674 (lr=2.1528e-04) (hash(x)=90958555)
|
| 503 |
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4170 train 3.918903 (lr=2.1390e-04) (hash(x)=91463532)
|
| 504 |
+
4180 train 3.908016 (lr=2.1258e-04) (hash(x)=81959329)
|
| 505 |
+
4190 train 3.867520 (lr=2.1132e-04) (hash(x)=83146752)
|
| 506 |
+
4200 val loss 3.9611
|
| 507 |
+
4200 val perplexity 52.5151
|
| 508 |
+
4200 train 3.850982 (lr=2.1013e-04) (hash(x)=78361715)
|
| 509 |
+
4210 train 4.002067 (lr=2.0901e-04) (hash(x)=87364889)
|
| 510 |
+
4220 train 3.850836 (lr=2.0795e-04) (hash(x)=70465156)
|
| 511 |
+
4230 train 4.006497 (lr=2.0696e-04) (hash(x)=84524081)
|
| 512 |
+
4240 train 3.961092 (lr=2.0604e-04) (hash(x)=77824868)
|
| 513 |
+
4250 train 3.975957 (lr=2.0518e-04) (hash(x)=81710711)
|
| 514 |
+
4260 train 3.955402 (lr=2.0438e-04) (hash(x)=76362728)
|
| 515 |
+
4270 train 3.941320 (lr=2.0365e-04) (hash(x)=83115208)
|
| 516 |
+
4280 train 3.859817 (lr=2.0299e-04) (hash(x)=87218314)
|
| 517 |
+
4290 train 4.017165 (lr=2.0239e-04) (hash(x)=74582673)
|
| 518 |
+
4300 val loss 3.9554
|
| 519 |
+
4300 val perplexity 52.2144
|
| 520 |
+
4300 train 3.893432 (lr=2.0186e-04) (hash(x)=77379615)
|
| 521 |
+
4310 train 3.867355 (lr=2.0140e-04) (hash(x)=78669579)
|
| 522 |
+
4320 train 3.986726 (lr=2.0100e-04) (hash(x)=83066608)
|
| 523 |
+
4330 train 3.953562 (lr=2.0067e-04) (hash(x)=83037340)
|
| 524 |
+
4340 train 3.987670 (lr=2.0041e-04) (hash(x)=82849771)
|
| 525 |
+
4350 train 3.929417 (lr=2.0021e-04) (hash(x)=76693985)
|
| 526 |
+
4360 train 4.015263 (lr=2.0007e-04) (hash(x)=77745394)
|
| 527 |
+
4370 train 3.973243 (lr=2.0001e-04) (hash(x)=79954388)
|
| 528 |
+
4374 val loss 3.9497
|
| 529 |
+
4374 val perplexity 51.9194
|
12_head_baseline_lr_20e-4_head_dim_22/model_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5e48315cff54ba6eee9d03e2a69887c619274a28bbfeff7289f89dd7eb4ad1d6
|
| 3 |
+
size 96858242
|
12_head_baseline_lr_20e-4_head_dim_22/optimizer_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3aab757dd0ebfd884305e80b148673fa57aa08bac03b16059df008e248fa1f08
|
| 3 |
+
size 187435910
|