Upload folder using huggingface_hub
Browse files- 12_mini_head_one_mask_per_head_1_latent_mask/args.json +1 -0
- 12_mini_head_one_mask_per_head_1_latent_mask/dataloader_04374.pt +3 -0
- 12_mini_head_one_mask_per_head_1_latent_mask/log2.txt +529 -0
- 12_mini_head_one_mask_per_head_1_latent_mask/model_04374.pt +3 -0
- 12_mini_head_one_mask_per_head_1_latent_mask/optimizer_04374.pt +3 -0
12_mini_head_one_mask_per_head_1_latent_mask/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "logs/repro_selective_pattern_rankings/12_mini_head_one_mask_per_head_1_latent_mask", "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": "n_latent_masks", "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": 1, "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": 0.003, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "12_mini_head_one_mask_per_head_1_latent_mask"}
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12_mini_head_one_mask_per_head_1_latent_mask/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_mini_head_one_mask_per_head_1_latent_mask/log2.txt
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| 1 |
+
max_steps: 4375
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| 2 |
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0 val loss 11.2876
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| 3 |
+
0 val perplexity 79825.2969
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| 4 |
+
0 train 11.284595 (lr=4.1958e-06) (hash(x)=93356070)
|
| 5 |
+
10 train 9.923351 (lr=4.6154e-05) (hash(x)=91253010)
|
| 6 |
+
20 train 9.354888 (lr=8.8112e-05) (hash(x)=74934453)
|
| 7 |
+
30 train 8.647159 (lr=1.3007e-04) (hash(x)=79278034)
|
| 8 |
+
40 train 7.918403 (lr=1.7203e-04) (hash(x)=80107892)
|
| 9 |
+
50 train 7.701299 (lr=2.1399e-04) (hash(x)=70745428)
|
| 10 |
+
60 train 7.750893 (lr=2.5594e-04) (hash(x)=80077589)
|
| 11 |
+
70 train 7.409550 (lr=2.9790e-04) (hash(x)=76213766)
|
| 12 |
+
80 train 7.397321 (lr=3.3986e-04) (hash(x)=83218328)
|
| 13 |
+
90 train 7.198181 (lr=3.8182e-04) (hash(x)=74855845)
|
| 14 |
+
100 val loss 7.1170
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| 15 |
+
100 val perplexity 1232.7679
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| 16 |
+
100 train 6.952449 (lr=4.2378e-04) (hash(x)=82814902)
|
| 17 |
+
110 train 6.892364 (lr=4.6573e-04) (hash(x)=84907741)
|
| 18 |
+
120 train 6.754612 (lr=5.0769e-04) (hash(x)=82613223)
|
| 19 |
+
130 train 6.592475 (lr=5.4965e-04) (hash(x)=83540876)
|
| 20 |
+
140 train 6.604054 (lr=5.9161e-04) (hash(x)=75095216)
|
| 21 |
+
150 train 6.643241 (lr=6.3357e-04) (hash(x)=97190944)
|
| 22 |
+
160 train 6.572385 (lr=6.7552e-04) (hash(x)=82117809)
|
| 23 |
+
170 train 6.479700 (lr=7.1748e-04) (hash(x)=70514724)
|
| 24 |
+
180 train 6.402022 (lr=7.5944e-04) (hash(x)=81029624)
|
| 25 |
+
190 train 6.320001 (lr=8.0140e-04) (hash(x)=78996841)
|
| 26 |
+
200 val loss 6.2629
|
| 27 |
+
200 val perplexity 524.7457
|
| 28 |
+
200 train 6.262899 (lr=8.4336e-04) (hash(x)=79845097)
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| 29 |
+
210 train 6.145080 (lr=8.8531e-04) (hash(x)=78997683)
|
| 30 |
+
220 train 6.078276 (lr=9.2727e-04) (hash(x)=74895865)
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| 31 |
+
230 train 6.208002 (lr=9.6923e-04) (hash(x)=80933276)
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| 32 |
+
240 train 5.889561 (lr=1.0112e-03) (hash(x)=77664606)
|
| 33 |
+
250 train 5.956002 (lr=1.0531e-03) (hash(x)=75903930)
|
| 34 |
+
260 train 5.824509 (lr=1.0951e-03) (hash(x)=82996853)
|
| 35 |
+
270 train 5.778502 (lr=1.1371e-03) (hash(x)=73269568)
|
| 36 |
+
280 train 5.709977 (lr=1.1790e-03) (hash(x)=82906427)
|
| 37 |
+
290 train 5.624445 (lr=1.2210e-03) (hash(x)=71797895)
|
| 38 |
+
300 val loss 5.8214
|
| 39 |
+
300 val perplexity 337.4502
|
| 40 |
+
300 train 5.533741 (lr=1.2629e-03) (hash(x)=85232249)
|
| 41 |
+
310 train 5.430042 (lr=1.3049e-03) (hash(x)=75252489)
|
| 42 |
+
320 train 5.524591 (lr=1.3469e-03) (hash(x)=74394644)
|
| 43 |
+
330 train 5.632034 (lr=1.3888e-03) (hash(x)=82772910)
|
| 44 |
+
340 train 5.664808 (lr=1.4308e-03) (hash(x)=81627464)
|
| 45 |
+
350 train 5.640075 (lr=1.4727e-03) (hash(x)=84678053)
|
| 46 |
+
360 train 5.586615 (lr=1.5147e-03) (hash(x)=81884128)
|
| 47 |
+
370 train 5.585842 (lr=1.5566e-03) (hash(x)=76379242)
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| 48 |
+
380 train 5.397644 (lr=1.5986e-03) (hash(x)=98182875)
|
| 49 |
+
390 train 5.377130 (lr=1.6406e-03) (hash(x)=79710436)
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| 50 |
+
400 val loss 5.4380
|
| 51 |
+
400 val perplexity 229.9780
|
| 52 |
+
400 train 5.378782 (lr=1.6825e-03) (hash(x)=79841071)
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| 53 |
+
410 train 5.322055 (lr=1.7245e-03) (hash(x)=75844151)
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| 54 |
+
420 train 5.332361 (lr=1.7664e-03) (hash(x)=73125036)
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| 55 |
+
430 train 5.364282 (lr=1.8084e-03) (hash(x)=84214858)
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| 56 |
+
440 train 5.263533 (lr=1.8503e-03) (hash(x)=80456994)
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| 57 |
+
450 train 5.243566 (lr=1.8923e-03) (hash(x)=76735962)
|
| 58 |
+
460 train 5.157326 (lr=1.9343e-03) (hash(x)=81845446)
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| 59 |
+
470 train 4.968044 (lr=1.9762e-03) (hash(x)=76094689)
|
| 60 |
+
480 train 5.104934 (lr=2.0182e-03) (hash(x)=83806686)
|
| 61 |
+
490 train 4.908302 (lr=2.0601e-03) (hash(x)=84690227)
|
| 62 |
+
500 val loss 5.2663
|
| 63 |
+
500 val perplexity 193.6959
|
| 64 |
+
500 train 5.002016 (lr=2.1021e-03) (hash(x)=71851938)
|
| 65 |
+
510 train 5.141491 (lr=2.1441e-03) (hash(x)=77159346)
|
| 66 |
+
520 train 5.158673 (lr=2.1860e-03) (hash(x)=80755753)
|
| 67 |
+
530 train 5.286513 (lr=2.2280e-03) (hash(x)=75379679)
|
| 68 |
+
540 train 5.186769 (lr=2.2699e-03) (hash(x)=82458619)
|
| 69 |
+
550 train 5.151510 (lr=2.3119e-03) (hash(x)=86366396)
|
| 70 |
+
560 train 5.193040 (lr=2.3538e-03) (hash(x)=85095044)
|
| 71 |
+
570 train 5.155521 (lr=2.3958e-03) (hash(x)=78385159)
|
| 72 |
+
580 train 5.082013 (lr=2.4378e-03) (hash(x)=79342394)
|
| 73 |
+
590 train 5.092947 (lr=2.4797e-03) (hash(x)=70782192)
|
| 74 |
+
600 val loss 5.1092
|
| 75 |
+
600 val perplexity 165.5351
|
| 76 |
+
600 train 5.081178 (lr=2.5217e-03) (hash(x)=76130353)
|
| 77 |
+
610 train 5.002032 (lr=2.5636e-03) (hash(x)=74778440)
|
| 78 |
+
620 train 4.980247 (lr=2.6056e-03) (hash(x)=79129709)
|
| 79 |
+
630 train 4.891039 (lr=2.6476e-03) (hash(x)=76469962)
|
| 80 |
+
640 train 4.888744 (lr=2.6895e-03) (hash(x)=78288049)
|
| 81 |
+
650 train 4.834452 (lr=2.7315e-03) (hash(x)=76641388)
|
| 82 |
+
660 train 4.745301 (lr=2.7734e-03) (hash(x)=75937906)
|
| 83 |
+
670 train 4.750197 (lr=2.8154e-03) (hash(x)=74807157)
|
| 84 |
+
680 train 4.663890 (lr=2.8573e-03) (hash(x)=77490144)
|
| 85 |
+
690 train 4.704357 (lr=2.8993e-03) (hash(x)=72900124)
|
| 86 |
+
700 val loss 5.0041
|
| 87 |
+
700 val perplexity 149.0295
|
| 88 |
+
700 train 4.684346 (lr=2.9413e-03) (hash(x)=73424218)
|
| 89 |
+
710 train 4.986224 (lr=2.9832e-03) (hash(x)=86052345)
|
| 90 |
+
720 train 4.967154 (lr=3.0000e-03) (hash(x)=77462613)
|
| 91 |
+
730 train 4.993603 (lr=2.9999e-03) (hash(x)=79027471)
|
| 92 |
+
740 train 4.947608 (lr=2.9997e-03) (hash(x)=78149992)
|
| 93 |
+
750 train 4.959020 (lr=2.9994e-03) (hash(x)=89147499)
|
| 94 |
+
760 train 4.972930 (lr=2.9990e-03) (hash(x)=74931538)
|
| 95 |
+
770 train 4.916680 (lr=2.9985e-03) (hash(x)=89648204)
|
| 96 |
+
780 train 4.964787 (lr=2.9979e-03) (hash(x)=83708293)
|
| 97 |
+
790 train 5.020002 (lr=2.9972e-03) (hash(x)=84336512)
|
| 98 |
+
800 val loss 4.9904
|
| 99 |
+
800 val perplexity 147.0018
|
| 100 |
+
800 train 4.904016 (lr=2.9964e-03) (hash(x)=75025285)
|
| 101 |
+
810 train 4.834681 (lr=2.9955e-03) (hash(x)=79436536)
|
| 102 |
+
820 train 4.833217 (lr=2.9945e-03) (hash(x)=90467390)
|
| 103 |
+
830 train 4.875154 (lr=2.9934e-03) (hash(x)=77292020)
|
| 104 |
+
840 train 4.824398 (lr=2.9922e-03) (hash(x)=75568927)
|
| 105 |
+
850 train 4.873668 (lr=2.9909e-03) (hash(x)=79671781)
|
| 106 |
+
860 train 4.998129 (lr=2.9896e-03) (hash(x)=84280943)
|
| 107 |
+
870 train 5.045926 (lr=2.9881e-03) (hash(x)=80901294)
|
| 108 |
+
880 train 5.164248 (lr=2.9865e-03) (hash(x)=81437584)
|
| 109 |
+
890 train 5.025981 (lr=2.9848e-03) (hash(x)=73893778)
|
| 110 |
+
900 val loss 5.0709
|
| 111 |
+
900 val perplexity 159.3208
|
| 112 |
+
900 train 5.001560 (lr=2.9830e-03) (hash(x)=74987794)
|
| 113 |
+
910 train 5.014535 (lr=2.9811e-03) (hash(x)=93721374)
|
| 114 |
+
920 train 5.053789 (lr=2.9792e-03) (hash(x)=79149678)
|
| 115 |
+
930 train 5.041161 (lr=2.9771e-03) (hash(x)=83179387)
|
| 116 |
+
940 train 5.054328 (lr=2.9749e-03) (hash(x)=89009978)
|
| 117 |
+
950 train 4.994262 (lr=2.9726e-03) (hash(x)=76483735)
|
| 118 |
+
960 train 4.960039 (lr=2.9703e-03) (hash(x)=78638850)
|
| 119 |
+
970 train 4.993113 (lr=2.9678e-03) (hash(x)=90415206)
|
| 120 |
+
980 train 5.013095 (lr=2.9652e-03) (hash(x)=90819195)
|
| 121 |
+
990 train 5.118966 (lr=2.9626e-03) (hash(x)=85938852)
|
| 122 |
+
1000 val loss 5.1945
|
| 123 |
+
1000 val perplexity 180.2849
|
| 124 |
+
1000 train 5.237453 (lr=2.9598e-03) (hash(x)=82436789)
|
| 125 |
+
1010 train 5.194495 (lr=2.9570e-03) (hash(x)=63022149)
|
| 126 |
+
1020 train 5.166729 (lr=2.9540e-03) (hash(x)=83501199)
|
| 127 |
+
1030 train 5.199958 (lr=2.9510e-03) (hash(x)=77093326)
|
| 128 |
+
1040 train 5.084894 (lr=2.9478e-03) (hash(x)=73437559)
|
| 129 |
+
1050 train 5.188922 (lr=2.9446e-03) (hash(x)=84550388)
|
| 130 |
+
1060 train 5.183413 (lr=2.9412e-03) (hash(x)=86184566)
|
| 131 |
+
1070 train 5.198378 (lr=2.9378e-03) (hash(x)=85644922)
|
| 132 |
+
1080 train 5.371678 (lr=2.9343e-03) (hash(x)=86179801)
|
| 133 |
+
1090 train 5.369171 (lr=2.9307e-03) (hash(x)=82868303)
|
| 134 |
+
1100 val loss 5.3300
|
| 135 |
+
1100 val perplexity 206.4310
|
| 136 |
+
1100 train 5.366589 (lr=2.9270e-03) (hash(x)=96780388)
|
| 137 |
+
1110 train 5.429333 (lr=2.9231e-03) (hash(x)=87223122)
|
| 138 |
+
1120 train 5.624035 (lr=2.9192e-03) (hash(x)=77292786)
|
| 139 |
+
1130 train 5.809600 (lr=2.9152e-03) (hash(x)=88761375)
|
| 140 |
+
1140 train 6.007205 (lr=2.9112e-03) (hash(x)=80956468)
|
| 141 |
+
1150 train 6.147377 (lr=2.9070e-03) (hash(x)=84725462)
|
| 142 |
+
1160 train 6.020386 (lr=2.9027e-03) (hash(x)=76098113)
|
| 143 |
+
1170 train 5.924240 (lr=2.8983e-03) (hash(x)=84387685)
|
| 144 |
+
1180 train 5.887981 (lr=2.8939e-03) (hash(x)=76120321)
|
| 145 |
+
1190 train 5.941497 (lr=2.8893e-03) (hash(x)=85974065)
|
| 146 |
+
1200 val loss 5.9092
|
| 147 |
+
1200 val perplexity 368.3968
|
| 148 |
+
1200 train 5.788257 (lr=2.8847e-03) (hash(x)=79340644)
|
| 149 |
+
1210 train 6.154460 (lr=2.8800e-03) (hash(x)=88345025)
|
| 150 |
+
1220 train 5.816997 (lr=2.8751e-03) (hash(x)=86406230)
|
| 151 |
+
1230 train 5.709102 (lr=2.8702e-03) (hash(x)=80608975)
|
| 152 |
+
1240 train 5.763521 (lr=2.8652e-03) (hash(x)=81635225)
|
| 153 |
+
1250 train 5.503028 (lr=2.8601e-03) (hash(x)=82126376)
|
| 154 |
+
1260 train 5.808999 (lr=2.8550e-03) (hash(x)=83737972)
|
| 155 |
+
1270 train 5.876548 (lr=2.8497e-03) (hash(x)=81132345)
|
| 156 |
+
1280 train 6.006927 (lr=2.8443e-03) (hash(x)=85850404)
|
| 157 |
+
1290 train 5.930861 (lr=2.8389e-03) (hash(x)=83490640)
|
| 158 |
+
1300 val loss 6.0212
|
| 159 |
+
1300 val perplexity 412.0774
|
| 160 |
+
1300 train 5.974218 (lr=2.8333e-03) (hash(x)=77545187)
|
| 161 |
+
1310 train 5.959070 (lr=2.8277e-03) (hash(x)=86412685)
|
| 162 |
+
1320 train 6.177340 (lr=2.8220e-03) (hash(x)=86429640)
|
| 163 |
+
1330 train 6.017617 (lr=2.8162e-03) (hash(x)=79645281)
|
| 164 |
+
1340 train 6.048808 (lr=2.8103e-03) (hash(x)=82668541)
|
| 165 |
+
1350 train 5.832982 (lr=2.8044e-03) (hash(x)=73627248)
|
| 166 |
+
1360 train 5.811543 (lr=2.7983e-03) (hash(x)=74845133)
|
| 167 |
+
1370 train 5.837179 (lr=2.7922e-03) (hash(x)=77850497)
|
| 168 |
+
1380 train 5.999586 (lr=2.7860e-03) (hash(x)=76143954)
|
| 169 |
+
1390 train 6.076351 (lr=2.7797e-03) (hash(x)=80675544)
|
| 170 |
+
1400 val loss 6.1429
|
| 171 |
+
1400 val perplexity 465.3997
|
| 172 |
+
1400 train 6.030712 (lr=2.7733e-03) (hash(x)=76010938)
|
| 173 |
+
1410 train 6.437135 (lr=2.7668e-03) (hash(x)=81260300)
|
| 174 |
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1420 train 6.396513 (lr=2.7603e-03) (hash(x)=83803629)
|
| 175 |
+
1430 train 6.303267 (lr=2.7536e-03) (hash(x)=83840110)
|
| 176 |
+
1440 train 6.440451 (lr=2.7469e-03) (hash(x)=97711831)
|
| 177 |
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1450 train 6.838295 (lr=2.7401e-03) (hash(x)=81110139)
|
| 178 |
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1460 train 6.074884 (lr=2.7333e-03) (hash(x)=90942839)
|
| 179 |
+
1470 train 5.922143 (lr=2.7263e-03) (hash(x)=80721564)
|
| 180 |
+
1480 train 5.951913 (lr=2.7193e-03) (hash(x)=77852059)
|
| 181 |
+
1490 train 5.830765 (lr=2.7121e-03) (hash(x)=80011365)
|
| 182 |
+
1500 val loss 6.1173
|
| 183 |
+
1500 val perplexity 453.6460
|
| 184 |
+
1500 train 6.102458 (lr=2.7050e-03) (hash(x)=84496142)
|
| 185 |
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1510 train 6.069151 (lr=2.6977e-03) (hash(x)=70186729)
|
| 186 |
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1520 train 5.911040 (lr=2.6903e-03) (hash(x)=74854227)
|
| 187 |
+
1530 train 5.809493 (lr=2.6829e-03) (hash(x)=77468161)
|
| 188 |
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1540 train 5.795255 (lr=2.6754e-03) (hash(x)=87853059)
|
| 189 |
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1550 train 5.669651 (lr=2.6678e-03) (hash(x)=71225436)
|
| 190 |
+
1560 train 5.742440 (lr=2.6602e-03) (hash(x)=84072783)
|
| 191 |
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1570 train 5.939809 (lr=2.6525e-03) (hash(x)=72723098)
|
| 192 |
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1580 train 5.824661 (lr=2.6447e-03) (hash(x)=90409866)
|
| 193 |
+
1590 train 5.816880 (lr=2.6368e-03) (hash(x)=87481378)
|
| 194 |
+
1600 val loss 5.7924
|
| 195 |
+
1600 val perplexity 327.7886
|
| 196 |
+
1600 train 5.823882 (lr=2.6289e-03) (hash(x)=77643862)
|
| 197 |
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1610 train 5.899302 (lr=2.6208e-03) (hash(x)=88862575)
|
| 198 |
+
1620 train 5.776220 (lr=2.6128e-03) (hash(x)=84612581)
|
| 199 |
+
1630 train 5.811088 (lr=2.6046e-03) (hash(x)=87075989)
|
| 200 |
+
1640 train 5.736018 (lr=2.5964e-03) (hash(x)=88277361)
|
| 201 |
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1650 train 5.765440 (lr=2.5881e-03) (hash(x)=78750236)
|
| 202 |
+
1660 train 5.789568 (lr=2.5797e-03) (hash(x)=82604581)
|
| 203 |
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1670 train 5.592151 (lr=2.5713e-03) (hash(x)=68482265)
|
| 204 |
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1680 train 5.714798 (lr=2.5628e-03) (hash(x)=75088835)
|
| 205 |
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1690 train 5.747174 (lr=2.5542e-03) (hash(x)=66060989)
|
| 206 |
+
1700 val loss 5.9217
|
| 207 |
+
1700 val perplexity 373.0516
|
| 208 |
+
1700 train 5.909225 (lr=2.5455e-03) (hash(x)=79986754)
|
| 209 |
+
1710 train 6.088530 (lr=2.5368e-03) (hash(x)=83657930)
|
| 210 |
+
1720 train 5.949068 (lr=2.5281e-03) (hash(x)=81754135)
|
| 211 |
+
1730 train 6.017742 (lr=2.5192e-03) (hash(x)=78904427)
|
| 212 |
+
1740 train 6.103450 (lr=2.5103e-03) (hash(x)=85920177)
|
| 213 |
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1750 train 6.057180 (lr=2.5014e-03) (hash(x)=86573211)
|
| 214 |
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1760 train 6.095731 (lr=2.4924e-03) (hash(x)=81737128)
|
| 215 |
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1770 train 5.972888 (lr=2.4833e-03) (hash(x)=77400968)
|
| 216 |
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1780 train 6.096765 (lr=2.4741e-03) (hash(x)=73545497)
|
| 217 |
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1790 train 6.214473 (lr=2.4649e-03) (hash(x)=71641943)
|
| 218 |
+
1800 val loss 6.2275
|
| 219 |
+
1800 val perplexity 506.5070
|
| 220 |
+
1800 train 6.213846 (lr=2.4556e-03) (hash(x)=87819781)
|
| 221 |
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1810 train 6.136812 (lr=2.4463e-03) (hash(x)=86870770)
|
| 222 |
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1820 train 6.238943 (lr=2.4369e-03) (hash(x)=82522211)
|
| 223 |
+
1830 train 6.130594 (lr=2.4275e-03) (hash(x)=61947437)
|
| 224 |
+
1840 train 6.190442 (lr=2.4180e-03) (hash(x)=79865406)
|
| 225 |
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1850 train 6.157153 (lr=2.4084e-03) (hash(x)=79828721)
|
| 226 |
+
1860 train 6.397096 (lr=2.3988e-03) (hash(x)=80869571)
|
| 227 |
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1870 train 6.416300 (lr=2.3891e-03) (hash(x)=73780971)
|
| 228 |
+
1880 train 6.518068 (lr=2.3794e-03) (hash(x)=79249549)
|
| 229 |
+
1890 train 6.782900 (lr=2.3696e-03) (hash(x)=81041904)
|
| 230 |
+
1900 val loss 6.8271
|
| 231 |
+
1900 val perplexity 922.4772
|
| 232 |
+
1900 train 6.900691 (lr=2.3598e-03) (hash(x)=82456430)
|
| 233 |
+
1910 train 6.761490 (lr=2.3499e-03) (hash(x)=82222135)
|
| 234 |
+
1920 train 6.701346 (lr=2.3400e-03) (hash(x)=70033249)
|
| 235 |
+
1930 train 6.799894 (lr=2.3300e-03) (hash(x)=72887360)
|
| 236 |
+
1940 train 6.772779 (lr=2.3200e-03) (hash(x)=83251100)
|
| 237 |
+
1950 train 6.827993 (lr=2.3099e-03) (hash(x)=79660266)
|
| 238 |
+
1960 train 6.812419 (lr=2.2998e-03) (hash(x)=78919068)
|
| 239 |
+
1970 train 7.155397 (lr=2.2896e-03) (hash(x)=94690431)
|
| 240 |
+
1980 train 7.383590 (lr=2.2793e-03) (hash(x)=88153756)
|
| 241 |
+
1990 train 7.627969 (lr=2.2691e-03) (hash(x)=77195688)
|
| 242 |
+
2000 val loss 7.4509
|
| 243 |
+
2000 val perplexity 1721.4423
|
| 244 |
+
2000 train 7.459263 (lr=2.2588e-03) (hash(x)=81308591)
|
| 245 |
+
2010 train 7.322842 (lr=2.2484e-03) (hash(x)=80205479)
|
| 246 |
+
2020 train 7.086854 (lr=2.2380e-03) (hash(x)=81008704)
|
| 247 |
+
2030 train 7.129429 (lr=2.2275e-03) (hash(x)=82914358)
|
| 248 |
+
2040 train 7.223101 (lr=2.2170e-03) (hash(x)=88064399)
|
| 249 |
+
2050 train 7.094844 (lr=2.2065e-03) (hash(x)=82889390)
|
| 250 |
+
2060 train 6.941950 (lr=2.1959e-03) (hash(x)=80913554)
|
| 251 |
+
2070 train 7.011724 (lr=2.1853e-03) (hash(x)=78121791)
|
| 252 |
+
2080 train 7.005414 (lr=2.1746e-03) (hash(x)=75356657)
|
| 253 |
+
2090 train 6.914068 (lr=2.1639e-03) (hash(x)=74048412)
|
| 254 |
+
2100 val loss 6.9696
|
| 255 |
+
2100 val perplexity 1063.7786
|
| 256 |
+
2100 train 6.826294 (lr=2.1532e-03) (hash(x)=68928225)
|
| 257 |
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2110 train 7.084783 (lr=2.1424e-03) (hash(x)=93734745)
|
| 258 |
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2120 train 6.877779 (lr=2.1316e-03) (hash(x)=72878164)
|
| 259 |
+
2130 train 6.880537 (lr=2.1208e-03) (hash(x)=71508226)
|
| 260 |
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2140 train 6.933759 (lr=2.1099e-03) (hash(x)=84168671)
|
| 261 |
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2150 train 6.806130 (lr=2.0990e-03) (hash(x)=74673639)
|
| 262 |
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2160 train 6.816466 (lr=2.0881e-03) (hash(x)=75470031)
|
| 263 |
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2170 train 6.835121 (lr=2.0771e-03) (hash(x)=74307890)
|
| 264 |
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2180 train 7.002560 (lr=2.0661e-03) (hash(x)=77214245)
|
| 265 |
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2190 train 6.694002 (lr=2.0550e-03) (hash(x)=88628359)
|
| 266 |
+
2200 val loss 6.7218
|
| 267 |
+
2200 val perplexity 830.3170
|
| 268 |
+
2200 train 6.561766 (lr=2.0440e-03) (hash(x)=74779126)
|
| 269 |
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2210 train 6.563931 (lr=2.0329e-03) (hash(x)=79817976)
|
| 270 |
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2220 train 6.615415 (lr=2.0217e-03) (hash(x)=75258996)
|
| 271 |
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2230 train 6.638216 (lr=2.0106e-03) (hash(x)=88164047)
|
| 272 |
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2240 train 6.631803 (lr=1.9994e-03) (hash(x)=78580686)
|
| 273 |
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2250 train 6.635299 (lr=1.9882e-03) (hash(x)=76510617)
|
| 274 |
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2260 train 6.619715 (lr=1.9770e-03) (hash(x)=76043966)
|
| 275 |
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2270 train 6.814606 (lr=1.9657e-03) (hash(x)=73062098)
|
| 276 |
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2280 train 6.822844 (lr=1.9544e-03) (hash(x)=81885909)
|
| 277 |
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2290 train 6.851606 (lr=1.9431e-03) (hash(x)=81481741)
|
| 278 |
+
2300 val loss 6.9659
|
| 279 |
+
2300 val perplexity 1059.8289
|
| 280 |
+
2300 train 6.958015 (lr=1.9318e-03) (hash(x)=82104275)
|
| 281 |
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2310 train 7.054398 (lr=1.9205e-03) (hash(x)=82137309)
|
| 282 |
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2320 train 7.058674 (lr=1.9091e-03) (hash(x)=86741167)
|
| 283 |
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2330 train 7.194336 (lr=1.8977e-03) (hash(x)=84796263)
|
| 284 |
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2340 train 7.391115 (lr=1.8863e-03) (hash(x)=169966529)
|
| 285 |
+
2350 train 7.098065 (lr=1.8749e-03) (hash(x)=80006061)
|
| 286 |
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2360 train 7.308731 (lr=1.8635e-03) (hash(x)=71090999)
|
| 287 |
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2370 train 7.311802 (lr=1.8520e-03) (hash(x)=86641850)
|
| 288 |
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2380 train 7.211395 (lr=1.8406e-03) (hash(x)=84573253)
|
| 289 |
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2390 train 7.154121 (lr=1.8291e-03) (hash(x)=74483764)
|
| 290 |
+
2400 val loss 7.2236
|
| 291 |
+
2400 val perplexity 1371.4401
|
| 292 |
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2400 train 7.140868 (lr=1.8176e-03) (hash(x)=78327659)
|
| 293 |
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2410 train 7.226447 (lr=1.8061e-03) (hash(x)=77273627)
|
| 294 |
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2420 train 7.057319 (lr=1.7946e-03) (hash(x)=76938049)
|
| 295 |
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2430 train 7.360726 (lr=1.7830e-03) (hash(x)=98449442)
|
| 296 |
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2440 train 7.291209 (lr=1.7715e-03) (hash(x)=78157797)
|
| 297 |
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2450 train 7.361687 (lr=1.7600e-03) (hash(x)=80637582)
|
| 298 |
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2460 train 7.246749 (lr=1.7484e-03) (hash(x)=80023854)
|
| 299 |
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2470 train 7.244041 (lr=1.7368e-03) (hash(x)=86678884)
|
| 300 |
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2480 train 7.269680 (lr=1.7253e-03) (hash(x)=84086469)
|
| 301 |
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2490 train 7.350733 (lr=1.7137e-03) (hash(x)=83131141)
|
| 302 |
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2500 val loss 7.2709
|
| 303 |
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2500 val perplexity 1437.8196
|
| 304 |
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2500 train 7.267100 (lr=1.7021e-03) (hash(x)=82583497)
|
| 305 |
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2510 train 7.325006 (lr=1.6906e-03) (hash(x)=79164326)
|
| 306 |
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2520 train 7.335410 (lr=1.6790e-03) (hash(x)=76456503)
|
| 307 |
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2530 train 7.253132 (lr=1.6674e-03) (hash(x)=82001228)
|
| 308 |
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2540 train 7.279123 (lr=1.6558e-03) (hash(x)=75615595)
|
| 309 |
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2550 train 7.239230 (lr=1.6442e-03) (hash(x)=78397869)
|
| 310 |
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2560 train 7.200320 (lr=1.6326e-03) (hash(x)=75547032)
|
| 311 |
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2570 train 7.301169 (lr=1.6210e-03) (hash(x)=89201025)
|
| 312 |
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2580 train 7.142977 (lr=1.6094e-03) (hash(x)=89856704)
|
| 313 |
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2590 train 7.069769 (lr=1.5979e-03) (hash(x)=82175682)
|
| 314 |
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2600 val loss 7.2398
|
| 315 |
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2600 val perplexity 1393.8677
|
| 316 |
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2600 train 7.084284 (lr=1.5863e-03) (hash(x)=78312826)
|
| 317 |
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2610 train 7.203636 (lr=1.5747e-03) (hash(x)=77066588)
|
| 318 |
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2620 train 7.375918 (lr=1.5632e-03) (hash(x)=78666061)
|
| 319 |
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2630 train 7.436961 (lr=1.5516e-03) (hash(x)=93762143)
|
| 320 |
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2640 train 7.257962 (lr=1.5400e-03) (hash(x)=83191587)
|
| 321 |
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2650 train 7.471364 (lr=1.5285e-03) (hash(x)=87169585)
|
| 322 |
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2660 train 7.473841 (lr=1.5170e-03) (hash(x)=86426388)
|
| 323 |
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2670 train 7.447803 (lr=1.5054e-03) (hash(x)=76692638)
|
| 324 |
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2680 train 7.347660 (lr=1.4939e-03) (hash(x)=77446063)
|
| 325 |
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2690 train 7.329341 (lr=1.4824e-03) (hash(x)=79809050)
|
| 326 |
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2700 val loss 7.3928
|
| 327 |
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2700 val perplexity 1624.2714
|
| 328 |
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2700 train 7.328862 (lr=1.4709e-03) (hash(x)=83116823)
|
| 329 |
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2710 train 7.732129 (lr=1.4594e-03) (hash(x)=75622148)
|
| 330 |
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2720 train 7.357712 (lr=1.4480e-03) (hash(x)=80690512)
|
| 331 |
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2730 train 7.483008 (lr=1.4365e-03) (hash(x)=78009984)
|
| 332 |
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2740 train 7.431827 (lr=1.4251e-03) (hash(x)=74205488)
|
| 333 |
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2750 train 7.415117 (lr=1.4137e-03) (hash(x)=91013332)
|
| 334 |
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2760 train 7.308220 (lr=1.4023e-03) (hash(x)=76954961)
|
| 335 |
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2770 train 7.447681 (lr=1.3909e-03) (hash(x)=79390317)
|
| 336 |
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2780 train 7.336860 (lr=1.3795e-03) (hash(x)=70168783)
|
| 337 |
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2790 train 7.273865 (lr=1.3682e-03) (hash(x)=76028417)
|
| 338 |
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2800 val loss 7.4634
|
| 339 |
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2800 val perplexity 1743.1365
|
| 340 |
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2800 train 7.306037 (lr=1.3569e-03) (hash(x)=77656050)
|
| 341 |
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2810 train 7.380519 (lr=1.3456e-03) (hash(x)=94248216)
|
| 342 |
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2820 train 7.351593 (lr=1.3343e-03) (hash(x)=78305078)
|
| 343 |
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2830 train 7.380999 (lr=1.3230e-03) (hash(x)=79948848)
|
| 344 |
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2840 train 7.370279 (lr=1.3118e-03) (hash(x)=85341024)
|
| 345 |
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2850 train 7.416401 (lr=1.3006e-03) (hash(x)=78735170)
|
| 346 |
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2860 train 7.509393 (lr=1.2894e-03) (hash(x)=71616419)
|
| 347 |
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2870 train 7.491168 (lr=1.2783e-03) (hash(x)=78656517)
|
| 348 |
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2880 train 7.382536 (lr=1.2671e-03) (hash(x)=80073987)
|
| 349 |
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2890 train 7.356948 (lr=1.2560e-03) (hash(x)=76894809)
|
| 350 |
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2900 val loss 7.4322
|
| 351 |
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2900 val perplexity 1689.4978
|
| 352 |
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2900 train 7.400266 (lr=1.2450e-03) (hash(x)=80499838)
|
| 353 |
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2910 train 7.320148 (lr=1.2339e-03) (hash(x)=72673354)
|
| 354 |
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2920 train 7.332495 (lr=1.2229e-03) (hash(x)=84265768)
|
| 355 |
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2930 train 7.540718 (lr=1.2119e-03) (hash(x)=79612060)
|
| 356 |
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2940 train 7.370631 (lr=1.2010e-03) (hash(x)=74970087)
|
| 357 |
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2950 train 7.476659 (lr=1.1901e-03) (hash(x)=84166818)
|
| 358 |
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2960 train 7.440194 (lr=1.1792e-03) (hash(x)=89410221)
|
| 359 |
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2970 train 7.448435 (lr=1.1684e-03) (hash(x)=75672566)
|
| 360 |
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2980 train 7.332953 (lr=1.1576e-03) (hash(x)=81760314)
|
| 361 |
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2990 train 7.424984 (lr=1.1468e-03) (hash(x)=80605200)
|
| 362 |
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3000 val loss 7.4835
|
| 363 |
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3000 val perplexity 1778.4502
|
| 364 |
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3000 train 7.409161 (lr=1.1361e-03) (hash(x)=83804735)
|
| 365 |
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3010 train 7.397069 (lr=1.1254e-03) (hash(x)=77015303)
|
| 366 |
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3020 train 7.333668 (lr=1.1147e-03) (hash(x)=81464523)
|
| 367 |
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3030 train 7.418719 (lr=1.1041e-03) (hash(x)=80168230)
|
| 368 |
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3040 train 7.401652 (lr=1.0935e-03) (hash(x)=84817006)
|
| 369 |
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3050 train 7.341800 (lr=1.0830e-03) (hash(x)=71601811)
|
| 370 |
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3060 train 7.357374 (lr=1.0725e-03) (hash(x)=85499733)
|
| 371 |
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3070 train 7.411430 (lr=1.0620e-03) (hash(x)=78670408)
|
| 372 |
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3080 train 7.384989 (lr=1.0516e-03) (hash(x)=77120468)
|
| 373 |
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3090 train 7.417188 (lr=1.0412e-03) (hash(x)=77927426)
|
| 374 |
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3100 val loss 7.4664
|
| 375 |
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3100 val perplexity 1748.2692
|
| 376 |
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3100 train 7.364049 (lr=1.0309e-03) (hash(x)=83998606)
|
| 377 |
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3110 train 7.326196 (lr=1.0207e-03) (hash(x)=77990218)
|
| 378 |
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3120 train 7.357301 (lr=1.0104e-03) (hash(x)=81623970)
|
| 379 |
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3130 train 7.264368 (lr=1.0002e-03) (hash(x)=75014781)
|
| 380 |
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3140 train 7.386965 (lr=9.9011e-04) (hash(x)=72591250)
|
| 381 |
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3150 train 7.418603 (lr=9.8002e-04) (hash(x)=81421847)
|
| 382 |
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3160 train 7.449382 (lr=9.6999e-04) (hash(x)=75112631)
|
| 383 |
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3170 train 7.587766 (lr=9.6000e-04) (hash(x)=87518033)
|
| 384 |
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3180 train 7.727573 (lr=9.5007e-04) (hash(x)=78648348)
|
| 385 |
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3190 train 7.467590 (lr=9.4019e-04) (hash(x)=78270029)
|
| 386 |
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3200 val loss 7.4553
|
| 387 |
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3200 val perplexity 1729.0791
|
| 388 |
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3200 train 7.516153 (lr=9.3036e-04) (hash(x)=83380714)
|
| 389 |
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3210 train 7.454036 (lr=9.2058e-04) (hash(x)=67804991)
|
| 390 |
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3220 train 7.444821 (lr=9.1085e-04) (hash(x)=76968804)
|
| 391 |
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3230 train 7.449933 (lr=9.0118e-04) (hash(x)=75798670)
|
| 392 |
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3240 train 7.453253 (lr=8.9157e-04) (hash(x)=83192811)
|
| 393 |
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3250 train 7.411784 (lr=8.8201e-04) (hash(x)=81659789)
|
| 394 |
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3260 train 7.403239 (lr=8.7251e-04) (hash(x)=80622502)
|
| 395 |
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3270 train 7.479345 (lr=8.6307e-04) (hash(x)=85436511)
|
| 396 |
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3280 train 7.414516 (lr=8.5368e-04) (hash(x)=80589180)
|
| 397 |
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3290 train 7.403997 (lr=8.4435e-04) (hash(x)=85747193)
|
| 398 |
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3300 val loss 7.4399
|
| 399 |
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3300 val perplexity 1702.5879
|
| 400 |
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3300 train 7.426676 (lr=8.3508e-04) (hash(x)=74635692)
|
| 401 |
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3310 train 7.454348 (lr=8.2588e-04) (hash(x)=82045455)
|
| 402 |
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3320 train 7.303329 (lr=8.1673e-04) (hash(x)=73249173)
|
| 403 |
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3330 train 7.357634 (lr=8.0764e-04) (hash(x)=71492338)
|
| 404 |
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3340 train 7.394311 (lr=7.9862e-04) (hash(x)=76374071)
|
| 405 |
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3350 train 7.399982 (lr=7.8966e-04) (hash(x)=80474064)
|
| 406 |
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3360 train 7.381573 (lr=7.8076e-04) (hash(x)=84390892)
|
| 407 |
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3370 train 7.447750 (lr=7.7192e-04) (hash(x)=83399949)
|
| 408 |
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3380 train 7.413076 (lr=7.6315e-04) (hash(x)=77648059)
|
| 409 |
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3390 train 7.414662 (lr=7.5445e-04) (hash(x)=80152701)
|
| 410 |
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3400 val loss 7.4428
|
| 411 |
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3400 val perplexity 1707.4929
|
| 412 |
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3400 train 7.539766 (lr=7.4581e-04) (hash(x)=81952545)
|
| 413 |
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3410 train 7.504478 (lr=7.3724e-04) (hash(x)=80908993)
|
| 414 |
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3420 train 7.481674 (lr=7.2874e-04) (hash(x)=79610037)
|
| 415 |
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3430 train 7.447815 (lr=7.2030e-04) (hash(x)=87624382)
|
| 416 |
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3440 train 7.455749 (lr=7.1193e-04) (hash(x)=82336381)
|
| 417 |
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3450 train 7.421059 (lr=7.0363e-04) (hash(x)=87687835)
|
| 418 |
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3460 train 7.449249 (lr=6.9541e-04) (hash(x)=76376135)
|
| 419 |
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3470 train 7.425488 (lr=6.8725e-04) (hash(x)=79331391)
|
| 420 |
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3480 train 7.489604 (lr=6.7916e-04) (hash(x)=107002681)
|
| 421 |
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3490 train 7.322983 (lr=6.7114e-04) (hash(x)=77465514)
|
| 422 |
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3500 val loss 7.4523
|
| 423 |
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3500 val perplexity 1723.7561
|
| 424 |
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3500 train 7.422420 (lr=6.6320e-04) (hash(x)=88237229)
|
| 425 |
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3510 train 7.472469 (lr=6.5533e-04) (hash(x)=81011739)
|
| 426 |
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3520 train 7.185495 (lr=6.4753e-04) (hash(x)=64643427)
|
| 427 |
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3530 train 7.390687 (lr=6.3981e-04) (hash(x)=78029539)
|
| 428 |
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3540 train 7.558343 (lr=6.3216e-04) (hash(x)=83188968)
|
| 429 |
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3550 train 7.445985 (lr=6.2458e-04) (hash(x)=86104185)
|
| 430 |
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3560 train 7.465958 (lr=6.1708e-04) (hash(x)=81993629)
|
| 431 |
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3570 train 7.394631 (lr=6.0966e-04) (hash(x)=72719368)
|
| 432 |
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3580 train 7.416389 (lr=6.0231e-04) (hash(x)=90091487)
|
| 433 |
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3590 train 7.340477 (lr=5.9504e-04) (hash(x)=77393152)
|
| 434 |
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3600 val loss 7.4374
|
| 435 |
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3600 val perplexity 1698.2589
|
| 436 |
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3600 train 7.394326 (lr=5.8785e-04) (hash(x)=73103504)
|
| 437 |
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3610 train 7.446957 (lr=5.8074e-04) (hash(x)=84429400)
|
| 438 |
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3620 train 7.395606 (lr=5.7370e-04) (hash(x)=77021795)
|
| 439 |
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3630 train 7.445122 (lr=5.6675e-04) (hash(x)=92830605)
|
| 440 |
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3640 train 7.419865 (lr=5.5987e-04) (hash(x)=78313175)
|
| 441 |
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3650 train 7.393832 (lr=5.5308e-04) (hash(x)=85395549)
|
| 442 |
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3660 train 7.250567 (lr=5.4636e-04) (hash(x)=78114459)
|
| 443 |
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3670 train 7.360514 (lr=5.3973e-04) (hash(x)=74968316)
|
| 444 |
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3680 train 7.345419 (lr=5.3318e-04) (hash(x)=73358737)
|
| 445 |
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3690 train 7.524804 (lr=5.2671e-04) (hash(x)=76399442)
|
| 446 |
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3700 val loss 7.4584
|
| 447 |
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3700 val perplexity 1734.3274
|
| 448 |
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3700 train 7.340490 (lr=5.2033e-04) (hash(x)=74039273)
|
| 449 |
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3710 train 7.488226 (lr=5.1402e-04) (hash(x)=79299680)
|
| 450 |
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3720 train 7.484913 (lr=5.0780e-04) (hash(x)=94701498)
|
| 451 |
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3730 train 7.479466 (lr=5.0167e-04) (hash(x)=75352071)
|
| 452 |
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3740 train 7.482871 (lr=4.9562e-04) (hash(x)=77909487)
|
| 453 |
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3750 train 7.421073 (lr=4.8965e-04) (hash(x)=73986730)
|
| 454 |
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3760 train 7.574842 (lr=4.8377e-04) (hash(x)=79325763)
|
| 455 |
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3770 train 7.437955 (lr=4.7798e-04) (hash(x)=72457818)
|
| 456 |
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3780 train 7.545290 (lr=4.7227e-04) (hash(x)=71775590)
|
| 457 |
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3790 train 7.497365 (lr=4.6665e-04) (hash(x)=82638943)
|
| 458 |
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3800 val loss 7.4455
|
| 459 |
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3800 val perplexity 1712.1058
|
| 460 |
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3800 train 7.348684 (lr=4.6112e-04) (hash(x)=79965893)
|
| 461 |
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3810 train 7.293705 (lr=4.5567e-04) (hash(x)=72598235)
|
| 462 |
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3820 train 7.437424 (lr=4.5031e-04) (hash(x)=83113889)
|
| 463 |
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3830 train 7.405237 (lr=4.4504e-04) (hash(x)=74434590)
|
| 464 |
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3840 train 7.446044 (lr=4.3986e-04) (hash(x)=82860348)
|
| 465 |
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3850 train 7.319815 (lr=4.3477e-04) (hash(x)=78067565)
|
| 466 |
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3860 train 7.323054 (lr=4.2977e-04) (hash(x)=82592498)
|
| 467 |
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3870 train 7.355846 (lr=4.2486e-04) (hash(x)=81820733)
|
| 468 |
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3880 train 7.358153 (lr=4.2004e-04) (hash(x)=87709040)
|
| 469 |
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3890 train 7.407977 (lr=4.1530e-04) (hash(x)=70379093)
|
| 470 |
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3900 val loss 7.3990
|
| 471 |
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3900 val perplexity 1634.3456
|
| 472 |
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3900 train 7.404200 (lr=4.1066e-04) (hash(x)=76597431)
|
| 473 |
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3910 train 7.510123 (lr=4.0611e-04) (hash(x)=90490716)
|
| 474 |
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3920 train 7.351021 (lr=4.0166e-04) (hash(x)=81970659)
|
| 475 |
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3930 train 7.366833 (lr=3.9729e-04) (hash(x)=81496334)
|
| 476 |
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3940 train 7.306049 (lr=3.9302e-04) (hash(x)=75717605)
|
| 477 |
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3950 train 7.362767 (lr=3.8884e-04) (hash(x)=82749357)
|
| 478 |
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3960 train 7.398162 (lr=3.8475e-04) (hash(x)=89355157)
|
| 479 |
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3970 train 7.297857 (lr=3.8076e-04) (hash(x)=78980403)
|
| 480 |
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3980 train 7.300048 (lr=3.7685e-04) (hash(x)=76627217)
|
| 481 |
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3990 train 7.301489 (lr=3.7305e-04) (hash(x)=72412879)
|
| 482 |
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4000 val loss 7.3624
|
| 483 |
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4000 val perplexity 1575.5640
|
| 484 |
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4000 train 7.378728 (lr=3.6933e-04) (hash(x)=83018142)
|
| 485 |
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4010 train 7.290174 (lr=3.6572e-04) (hash(x)=81272436)
|
| 486 |
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4020 train 7.309504 (lr=3.6219e-04) (hash(x)=85497482)
|
| 487 |
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4030 train 7.487916 (lr=3.5876e-04) (hash(x)=85241734)
|
| 488 |
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4040 train 7.371704 (lr=3.5543e-04) (hash(x)=77925307)
|
| 489 |
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4050 train 7.395341 (lr=3.5219e-04) (hash(x)=84826179)
|
| 490 |
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4060 train 7.385932 (lr=3.4905e-04) (hash(x)=83606764)
|
| 491 |
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4070 train 7.390382 (lr=3.4600e-04) (hash(x)=80567590)
|
| 492 |
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4080 train 7.307116 (lr=3.4305e-04) (hash(x)=76860998)
|
| 493 |
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4090 train 7.229212 (lr=3.4019e-04) (hash(x)=74902328)
|
| 494 |
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4100 val loss 7.3647
|
| 495 |
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4100 val perplexity 1579.2925
|
| 496 |
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4100 train 7.340327 (lr=3.3744e-04) (hash(x)=82832041)
|
| 497 |
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4110 train 7.353171 (lr=3.3477e-04) (hash(x)=79143262)
|
| 498 |
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4120 train 7.390053 (lr=3.3221e-04) (hash(x)=77038149)
|
| 499 |
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4130 train 7.425511 (lr=3.2974e-04) (hash(x)=86339074)
|
| 500 |
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4140 train 7.288345 (lr=3.2737e-04) (hash(x)=76686216)
|
| 501 |
+
4150 train 7.388491 (lr=3.2510e-04) (hash(x)=70522682)
|
| 502 |
+
4160 train 7.399445 (lr=3.2292e-04) (hash(x)=90958555)
|
| 503 |
+
4170 train 7.407532 (lr=3.2085e-04) (hash(x)=91463532)
|
| 504 |
+
4180 train 7.369232 (lr=3.1887e-04) (hash(x)=81959329)
|
| 505 |
+
4190 train 7.373651 (lr=3.1699e-04) (hash(x)=83146752)
|
| 506 |
+
4200 val loss 7.3568
|
| 507 |
+
4200 val perplexity 1566.8275
|
| 508 |
+
4200 train 7.287706 (lr=3.1520e-04) (hash(x)=78361715)
|
| 509 |
+
4210 train 7.372921 (lr=3.1352e-04) (hash(x)=87364889)
|
| 510 |
+
4220 train 7.246844 (lr=3.1193e-04) (hash(x)=70465156)
|
| 511 |
+
4230 train 7.354047 (lr=3.1044e-04) (hash(x)=84524081)
|
| 512 |
+
4240 train 7.357830 (lr=3.0905e-04) (hash(x)=77824868)
|
| 513 |
+
4250 train 7.324000 (lr=3.0776e-04) (hash(x)=81710711)
|
| 514 |
+
4260 train 7.298697 (lr=3.0657e-04) (hash(x)=76362728)
|
| 515 |
+
4270 train 7.271370 (lr=3.0548e-04) (hash(x)=83115208)
|
| 516 |
+
4280 train 7.286987 (lr=3.0449e-04) (hash(x)=87218314)
|
| 517 |
+
4290 train 7.337789 (lr=3.0359e-04) (hash(x)=74582673)
|
| 518 |
+
4300 val loss 7.3608
|
| 519 |
+
4300 val perplexity 1573.1497
|
| 520 |
+
4300 train 7.354438 (lr=3.0280e-04) (hash(x)=77379615)
|
| 521 |
+
4310 train 7.251699 (lr=3.0210e-04) (hash(x)=78669579)
|
| 522 |
+
4320 train 7.316201 (lr=3.0150e-04) (hash(x)=83066608)
|
| 523 |
+
4330 train 7.292756 (lr=3.0101e-04) (hash(x)=83037340)
|
| 524 |
+
4340 train 7.401911 (lr=3.0061e-04) (hash(x)=82849771)
|
| 525 |
+
4350 train 7.297116 (lr=3.0031e-04) (hash(x)=76693985)
|
| 526 |
+
4360 train 7.276079 (lr=3.0011e-04) (hash(x)=77745394)
|
| 527 |
+
4370 train 7.249233 (lr=3.0001e-04) (hash(x)=79954388)
|
| 528 |
+
4374 val loss 7.3286
|
| 529 |
+
4374 val perplexity 1523.2709
|
12_mini_head_one_mask_per_head_1_latent_mask/model_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:22cc9c78067ab2c1edbc5de9af6d4589cb88d57bbe2ebc9865994d3c3b280884
|
| 3 |
+
size 97706354
|
12_mini_head_one_mask_per_head_1_latent_mask/optimizer_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:08cbad3800e5a1a27658940f9947a5f99c06fff74a98c15531e97e11dfda1a59
|
| 3 |
+
size 189135414
|