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12_head_baseline_lr_50e-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_50e-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": 0.005, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "12_head_baseline_lr_50e-4"}
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12_head_baseline_lr_50e-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_50e-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=6.9930e-06) (hash(x)=93356070)
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| 5 |
+
10 train 10.430300 (lr=7.6923e-05) (hash(x)=91253010)
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| 6 |
+
20 train 10.101633 (lr=1.4685e-04) (hash(x)=74934453)
|
| 7 |
+
30 train 9.611134 (lr=2.1678e-04) (hash(x)=79278034)
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| 8 |
+
40 train 8.951025 (lr=2.8671e-04) (hash(x)=80107892)
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| 9 |
+
50 train 8.367085 (lr=3.5664e-04) (hash(x)=70745428)
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| 10 |
+
60 train 7.951948 (lr=4.2657e-04) (hash(x)=80077589)
|
| 11 |
+
70 train 7.496622 (lr=4.9650e-04) (hash(x)=76213766)
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| 12 |
+
80 train 7.466031 (lr=5.6643e-04) (hash(x)=83218328)
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| 13 |
+
90 train 7.272826 (lr=6.3636e-04) (hash(x)=74855845)
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| 14 |
+
100 val loss 7.1531
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| 15 |
+
100 val perplexity 1278.0143
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| 16 |
+
100 train 7.004827 (lr=7.0629e-04) (hash(x)=82814902)
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| 17 |
+
110 train 6.915068 (lr=7.7622e-04) (hash(x)=84907741)
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| 18 |
+
120 train 6.776262 (lr=8.4615e-04) (hash(x)=82613223)
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| 19 |
+
130 train 6.601989 (lr=9.1608e-04) (hash(x)=83540876)
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| 20 |
+
140 train 6.566031 (lr=9.8601e-04) (hash(x)=75095216)
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| 21 |
+
150 train 6.635382 (lr=1.0559e-03) (hash(x)=97190944)
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| 22 |
+
160 train 6.554130 (lr=1.1259e-03) (hash(x)=82117809)
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| 23 |
+
170 train 6.453229 (lr=1.1958e-03) (hash(x)=70514724)
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| 24 |
+
180 train 6.373549 (lr=1.2657e-03) (hash(x)=81029624)
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| 25 |
+
190 train 6.292207 (lr=1.3357e-03) (hash(x)=78996841)
|
| 26 |
+
200 val loss 6.2431
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| 27 |
+
200 val perplexity 514.4500
|
| 28 |
+
200 train 6.243793 (lr=1.4056e-03) (hash(x)=79845097)
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| 29 |
+
210 train 6.134615 (lr=1.4755e-03) (hash(x)=78997683)
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| 30 |
+
220 train 6.044861 (lr=1.5455e-03) (hash(x)=74895865)
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| 31 |
+
230 train 6.191950 (lr=1.6154e-03) (hash(x)=80933276)
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| 32 |
+
240 train 5.887405 (lr=1.6853e-03) (hash(x)=77664606)
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| 33 |
+
250 train 5.918988 (lr=1.7552e-03) (hash(x)=75903930)
|
| 34 |
+
260 train 5.812324 (lr=1.8252e-03) (hash(x)=82996853)
|
| 35 |
+
270 train 5.742345 (lr=1.8951e-03) (hash(x)=73269568)
|
| 36 |
+
280 train 5.675274 (lr=1.9650e-03) (hash(x)=82906427)
|
| 37 |
+
290 train 5.617868 (lr=2.0350e-03) (hash(x)=71797895)
|
| 38 |
+
300 val loss 5.7644
|
| 39 |
+
300 val perplexity 318.7496
|
| 40 |
+
300 train 5.471639 (lr=2.1049e-03) (hash(x)=85232249)
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| 41 |
+
310 train 5.416192 (lr=2.1748e-03) (hash(x)=75252489)
|
| 42 |
+
320 train 5.496908 (lr=2.2448e-03) (hash(x)=74394644)
|
| 43 |
+
330 train 5.598850 (lr=2.3147e-03) (hash(x)=82772910)
|
| 44 |
+
340 train 5.646424 (lr=2.3846e-03) (hash(x)=81627464)
|
| 45 |
+
350 train 5.628429 (lr=2.4545e-03) (hash(x)=84678053)
|
| 46 |
+
360 train 5.556225 (lr=2.5245e-03) (hash(x)=81884128)
|
| 47 |
+
370 train 5.582003 (lr=2.5944e-03) (hash(x)=76379242)
|
| 48 |
+
380 train 5.384250 (lr=2.6643e-03) (hash(x)=98182875)
|
| 49 |
+
390 train 5.360508 (lr=2.7343e-03) (hash(x)=79710436)
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| 50 |
+
400 val loss 5.4087
|
| 51 |
+
400 val perplexity 223.3511
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| 52 |
+
400 train 5.349107 (lr=2.8042e-03) (hash(x)=79841071)
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| 53 |
+
410 train 5.310011 (lr=2.8741e-03) (hash(x)=75844151)
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| 54 |
+
420 train 5.309967 (lr=2.9441e-03) (hash(x)=73125036)
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| 55 |
+
430 train 5.342200 (lr=3.0140e-03) (hash(x)=84214858)
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| 56 |
+
440 train 5.218863 (lr=3.0839e-03) (hash(x)=80456994)
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| 57 |
+
450 train 5.220237 (lr=3.1538e-03) (hash(x)=76735962)
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| 58 |
+
460 train 5.129281 (lr=3.2238e-03) (hash(x)=81845446)
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| 59 |
+
470 train 4.938518 (lr=3.2937e-03) (hash(x)=76094689)
|
| 60 |
+
480 train 5.068999 (lr=3.3636e-03) (hash(x)=83806686)
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| 61 |
+
490 train 4.887512 (lr=3.4336e-03) (hash(x)=84690227)
|
| 62 |
+
500 val loss 5.2417
|
| 63 |
+
500 val perplexity 188.9929
|
| 64 |
+
500 train 4.974317 (lr=3.5035e-03) (hash(x)=71851938)
|
| 65 |
+
510 train 5.081150 (lr=3.5734e-03) (hash(x)=77159346)
|
| 66 |
+
520 train 5.132569 (lr=3.6434e-03) (hash(x)=80755753)
|
| 67 |
+
530 train 5.244644 (lr=3.7133e-03) (hash(x)=75379679)
|
| 68 |
+
540 train 5.153445 (lr=3.7832e-03) (hash(x)=82458619)
|
| 69 |
+
550 train 5.119081 (lr=3.8531e-03) (hash(x)=86366396)
|
| 70 |
+
560 train 5.152158 (lr=3.9231e-03) (hash(x)=85095044)
|
| 71 |
+
570 train 5.101776 (lr=3.9930e-03) (hash(x)=78385159)
|
| 72 |
+
580 train 5.036698 (lr=4.0629e-03) (hash(x)=79342394)
|
| 73 |
+
590 train 5.066434 (lr=4.1329e-03) (hash(x)=70782192)
|
| 74 |
+
600 val loss 5.0815
|
| 75 |
+
600 val perplexity 161.0120
|
| 76 |
+
600 train 5.057821 (lr=4.2028e-03) (hash(x)=76130353)
|
| 77 |
+
610 train 4.962499 (lr=4.2727e-03) (hash(x)=74778440)
|
| 78 |
+
620 train 4.927670 (lr=4.3427e-03) (hash(x)=79129709)
|
| 79 |
+
630 train 4.835021 (lr=4.4126e-03) (hash(x)=76469962)
|
| 80 |
+
640 train 4.827167 (lr=4.4825e-03) (hash(x)=78288049)
|
| 81 |
+
650 train 4.770166 (lr=4.5524e-03) (hash(x)=76641388)
|
| 82 |
+
660 train 4.746838 (lr=4.6224e-03) (hash(x)=75937906)
|
| 83 |
+
670 train 4.706330 (lr=4.6923e-03) (hash(x)=74807157)
|
| 84 |
+
680 train 4.589323 (lr=4.7622e-03) (hash(x)=77490144)
|
| 85 |
+
690 train 4.622537 (lr=4.8322e-03) (hash(x)=72900124)
|
| 86 |
+
700 val loss 4.8890
|
| 87 |
+
700 val perplexity 132.8147
|
| 88 |
+
700 train 4.579949 (lr=4.9021e-03) (hash(x)=73424218)
|
| 89 |
+
710 train 4.872239 (lr=4.9720e-03) (hash(x)=86052345)
|
| 90 |
+
720 train 4.863198 (lr=5.0000e-03) (hash(x)=77462613)
|
| 91 |
+
730 train 4.872299 (lr=4.9998e-03) (hash(x)=79027471)
|
| 92 |
+
740 train 4.815014 (lr=4.9995e-03) (hash(x)=78149992)
|
| 93 |
+
750 train 4.746889 (lr=4.9990e-03) (hash(x)=89147499)
|
| 94 |
+
760 train 4.803520 (lr=4.9983e-03) (hash(x)=74931538)
|
| 95 |
+
770 train 4.732812 (lr=4.9975e-03) (hash(x)=89648204)
|
| 96 |
+
780 train 4.789251 (lr=4.9965e-03) (hash(x)=83708293)
|
| 97 |
+
790 train 4.779197 (lr=4.9953e-03) (hash(x)=84336512)
|
| 98 |
+
800 val loss 4.7559
|
| 99 |
+
800 val perplexity 116.2711
|
| 100 |
+
800 train 4.675926 (lr=4.9940e-03) (hash(x)=75025285)
|
| 101 |
+
810 train 4.601695 (lr=4.9925e-03) (hash(x)=79436536)
|
| 102 |
+
820 train 4.598423 (lr=4.9909e-03) (hash(x)=90467390)
|
| 103 |
+
830 train 4.642546 (lr=4.9890e-03) (hash(x)=77292020)
|
| 104 |
+
840 train 4.559494 (lr=4.9871e-03) (hash(x)=75568927)
|
| 105 |
+
850 train 4.589305 (lr=4.9849e-03) (hash(x)=79671781)
|
| 106 |
+
860 train 4.673046 (lr=4.9826e-03) (hash(x)=84280943)
|
| 107 |
+
870 train 4.661456 (lr=4.9801e-03) (hash(x)=80901294)
|
| 108 |
+
880 train 4.779912 (lr=4.9775e-03) (hash(x)=81437584)
|
| 109 |
+
890 train 4.630421 (lr=4.9747e-03) (hash(x)=73893778)
|
| 110 |
+
900 val loss 4.6482
|
| 111 |
+
900 val perplexity 104.3983
|
| 112 |
+
900 train 4.581583 (lr=4.9717e-03) (hash(x)=74987794)
|
| 113 |
+
910 train 4.606688 (lr=4.9686e-03) (hash(x)=93721374)
|
| 114 |
+
920 train 4.583346 (lr=4.9653e-03) (hash(x)=79149678)
|
| 115 |
+
930 train 4.545957 (lr=4.9618e-03) (hash(x)=83179387)
|
| 116 |
+
940 train 4.540257 (lr=4.9582e-03) (hash(x)=89009978)
|
| 117 |
+
950 train 4.534956 (lr=4.9544e-03) (hash(x)=76483735)
|
| 118 |
+
960 train 4.471447 (lr=4.9504e-03) (hash(x)=78638850)
|
| 119 |
+
970 train 4.498500 (lr=4.9463e-03) (hash(x)=90415206)
|
| 120 |
+
980 train 4.445189 (lr=4.9420e-03) (hash(x)=90819195)
|
| 121 |
+
990 train 4.573137 (lr=4.9376e-03) (hash(x)=85938852)
|
| 122 |
+
1000 val loss 4.5595
|
| 123 |
+
1000 val perplexity 95.5402
|
| 124 |
+
1000 train 4.606597 (lr=4.9330e-03) (hash(x)=82436789)
|
| 125 |
+
1010 train 4.669239 (lr=4.9283e-03) (hash(x)=63022149)
|
| 126 |
+
1020 train 4.568455 (lr=4.9233e-03) (hash(x)=83501199)
|
| 127 |
+
1030 train 4.553388 (lr=4.9183e-03) (hash(x)=77093326)
|
| 128 |
+
1040 train 4.435065 (lr=4.9130e-03) (hash(x)=73437559)
|
| 129 |
+
1050 train 4.523121 (lr=4.9076e-03) (hash(x)=84550388)
|
| 130 |
+
1060 train 4.530206 (lr=4.9021e-03) (hash(x)=86184566)
|
| 131 |
+
1070 train 4.514520 (lr=4.8963e-03) (hash(x)=85644922)
|
| 132 |
+
1080 train 4.447129 (lr=4.8905e-03) (hash(x)=86179801)
|
| 133 |
+
1090 train 4.429801 (lr=4.8844e-03) (hash(x)=82868303)
|
| 134 |
+
1100 val loss 4.4971
|
| 135 |
+
1100 val perplexity 89.7549
|
| 136 |
+
1100 train 4.518186 (lr=4.8783e-03) (hash(x)=96780388)
|
| 137 |
+
1110 train 4.460462 (lr=4.8719e-03) (hash(x)=87223122)
|
| 138 |
+
1120 train 4.425699 (lr=4.8654e-03) (hash(x)=77292786)
|
| 139 |
+
1130 train 4.456557 (lr=4.8587e-03) (hash(x)=88761375)
|
| 140 |
+
1140 train 4.367574 (lr=4.8519e-03) (hash(x)=80956468)
|
| 141 |
+
1150 train 4.541785 (lr=4.8450e-03) (hash(x)=84725462)
|
| 142 |
+
1160 train 4.528299 (lr=4.8378e-03) (hash(x)=76098113)
|
| 143 |
+
1170 train 4.499696 (lr=4.8306e-03) (hash(x)=84387685)
|
| 144 |
+
1180 train 4.445394 (lr=4.8231e-03) (hash(x)=76120321)
|
| 145 |
+
1190 train 4.412803 (lr=4.8156e-03) (hash(x)=85974065)
|
| 146 |
+
1200 val loss 4.4306
|
| 147 |
+
1200 val perplexity 83.9796
|
| 148 |
+
1200 train 4.317427 (lr=4.8078e-03) (hash(x)=79340644)
|
| 149 |
+
1210 train 4.405208 (lr=4.7999e-03) (hash(x)=88345025)
|
| 150 |
+
1220 train 4.316737 (lr=4.7919e-03) (hash(x)=86406230)
|
| 151 |
+
1230 train 4.306602 (lr=4.7837e-03) (hash(x)=80608975)
|
| 152 |
+
1240 train 4.357062 (lr=4.7754e-03) (hash(x)=81635225)
|
| 153 |
+
1250 train 4.194213 (lr=4.7669e-03) (hash(x)=82126376)
|
| 154 |
+
1260 train 4.371879 (lr=4.7583e-03) (hash(x)=83737972)
|
| 155 |
+
1270 train 4.287302 (lr=4.7495e-03) (hash(x)=81132345)
|
| 156 |
+
1280 train 4.379058 (lr=4.7405e-03) (hash(x)=85850404)
|
| 157 |
+
1290 train 4.387058 (lr=4.7315e-03) (hash(x)=83490640)
|
| 158 |
+
1300 val loss 4.3955
|
| 159 |
+
1300 val perplexity 81.0832
|
| 160 |
+
1300 train 4.367643 (lr=4.7222e-03) (hash(x)=77545187)
|
| 161 |
+
1310 train 4.416906 (lr=4.7129e-03) (hash(x)=86412685)
|
| 162 |
+
1320 train 4.310229 (lr=4.7034e-03) (hash(x)=86429640)
|
| 163 |
+
1330 train 4.442633 (lr=4.6937e-03) (hash(x)=79645281)
|
| 164 |
+
1340 train 4.397045 (lr=4.6839e-03) (hash(x)=82668541)
|
| 165 |
+
1350 train 4.256176 (lr=4.6740e-03) (hash(x)=73627248)
|
| 166 |
+
1360 train 4.357805 (lr=4.6639e-03) (hash(x)=74845133)
|
| 167 |
+
1370 train 4.271098 (lr=4.6537e-03) (hash(x)=77850497)
|
| 168 |
+
1380 train 4.293922 (lr=4.6433e-03) (hash(x)=76143954)
|
| 169 |
+
1390 train 4.308231 (lr=4.6328e-03) (hash(x)=80675544)
|
| 170 |
+
1400 val loss 4.3755
|
| 171 |
+
1400 val perplexity 79.4791
|
| 172 |
+
1400 train 4.285866 (lr=4.6221e-03) (hash(x)=76010938)
|
| 173 |
+
1410 train 4.335230 (lr=4.6114e-03) (hash(x)=81260300)
|
| 174 |
+
1420 train 4.454363 (lr=4.6004e-03) (hash(x)=83803629)
|
| 175 |
+
1430 train 4.273362 (lr=4.5894e-03) (hash(x)=83840110)
|
| 176 |
+
1440 train 4.463538 (lr=4.5782e-03) (hash(x)=97711831)
|
| 177 |
+
1450 train 4.340655 (lr=4.5669e-03) (hash(x)=81110139)
|
| 178 |
+
1460 train 4.263830 (lr=4.5554e-03) (hash(x)=90942839)
|
| 179 |
+
1470 train 4.304990 (lr=4.5438e-03) (hash(x)=80721564)
|
| 180 |
+
1480 train 4.397264 (lr=4.5321e-03) (hash(x)=77852059)
|
| 181 |
+
1490 train 4.293916 (lr=4.5202e-03) (hash(x)=80011365)
|
| 182 |
+
1500 val loss 4.3331
|
| 183 |
+
1500 val perplexity 76.1835
|
| 184 |
+
1500 train 4.322277 (lr=4.5083e-03) (hash(x)=84496142)
|
| 185 |
+
1510 train 4.259991 (lr=4.4961e-03) (hash(x)=70186729)
|
| 186 |
+
1520 train 4.285318 (lr=4.4839e-03) (hash(x)=74854227)
|
| 187 |
+
1530 train 4.190525 (lr=4.4715e-03) (hash(x)=77468161)
|
| 188 |
+
1540 train 4.207886 (lr=4.4590e-03) (hash(x)=87853059)
|
| 189 |
+
1550 train 4.142836 (lr=4.4464e-03) (hash(x)=71225436)
|
| 190 |
+
1560 train 4.239394 (lr=4.4337e-03) (hash(x)=84072783)
|
| 191 |
+
1570 train 4.294069 (lr=4.4208e-03) (hash(x)=72723098)
|
| 192 |
+
1580 train 4.305942 (lr=4.4078e-03) (hash(x)=90409866)
|
| 193 |
+
1590 train 4.387156 (lr=4.3947e-03) (hash(x)=87481378)
|
| 194 |
+
1600 val loss 4.3110
|
| 195 |
+
1600 val perplexity 74.5172
|
| 196 |
+
1600 train 4.365888 (lr=4.3814e-03) (hash(x)=77643862)
|
| 197 |
+
1610 train 4.259126 (lr=4.3681e-03) (hash(x)=88862575)
|
| 198 |
+
1620 train 4.267086 (lr=4.3546e-03) (hash(x)=84612581)
|
| 199 |
+
1630 train 4.308844 (lr=4.3410e-03) (hash(x)=87075989)
|
| 200 |
+
1640 train 4.194880 (lr=4.3273e-03) (hash(x)=88277361)
|
| 201 |
+
1650 train 4.306574 (lr=4.3134e-03) (hash(x)=78750236)
|
| 202 |
+
1660 train 4.234919 (lr=4.2995e-03) (hash(x)=82604581)
|
| 203 |
+
1670 train 4.076980 (lr=4.2854e-03) (hash(x)=68482265)
|
| 204 |
+
1680 train 4.197222 (lr=4.2713e-03) (hash(x)=75088835)
|
| 205 |
+
1690 train 4.140920 (lr=4.2570e-03) (hash(x)=66060989)
|
| 206 |
+
1700 val loss 4.3141
|
| 207 |
+
1700 val perplexity 74.7461
|
| 208 |
+
1700 train 4.301929 (lr=4.2426e-03) (hash(x)=79986754)
|
| 209 |
+
1710 train 4.292409 (lr=4.2281e-03) (hash(x)=83657930)
|
| 210 |
+
1720 train 4.235638 (lr=4.2135e-03) (hash(x)=81754135)
|
| 211 |
+
1730 train 4.326357 (lr=4.1987e-03) (hash(x)=78904427)
|
| 212 |
+
1740 train 4.217617 (lr=4.1839e-03) (hash(x)=85920177)
|
| 213 |
+
1750 train 4.274431 (lr=4.1690e-03) (hash(x)=86573211)
|
| 214 |
+
1760 train 4.227898 (lr=4.1539e-03) (hash(x)=81737128)
|
| 215 |
+
1770 train 4.222485 (lr=4.1388e-03) (hash(x)=77400968)
|
| 216 |
+
1780 train 4.232876 (lr=4.1235e-03) (hash(x)=73545497)
|
| 217 |
+
1790 train 4.483886 (lr=4.1082e-03) (hash(x)=71641943)
|
| 218 |
+
1800 val loss 4.2705
|
| 219 |
+
1800 val perplexity 71.5581
|
| 220 |
+
1800 train 4.336700 (lr=4.0927e-03) (hash(x)=87819781)
|
| 221 |
+
1810 train 4.183451 (lr=4.0772e-03) (hash(x)=86870770)
|
| 222 |
+
1820 train 4.199247 (lr=4.0616e-03) (hash(x)=82522211)
|
| 223 |
+
1830 train 4.282169 (lr=4.0458e-03) (hash(x)=61947437)
|
| 224 |
+
1840 train 4.163460 (lr=4.0300e-03) (hash(x)=79865406)
|
| 225 |
+
1850 train 4.127339 (lr=4.0140e-03) (hash(x)=79828721)
|
| 226 |
+
1860 train 4.274527 (lr=3.9980e-03) (hash(x)=80869571)
|
| 227 |
+
1870 train 4.251336 (lr=3.9819e-03) (hash(x)=73780971)
|
| 228 |
+
1880 train 4.217798 (lr=3.9657e-03) (hash(x)=79249549)
|
| 229 |
+
1890 train 4.278646 (lr=3.9494e-03) (hash(x)=81041904)
|
| 230 |
+
1900 val loss 4.2519
|
| 231 |
+
1900 val perplexity 70.2374
|
| 232 |
+
1900 train 4.356471 (lr=3.9330e-03) (hash(x)=82456430)
|
| 233 |
+
1910 train 4.110142 (lr=3.9166e-03) (hash(x)=82222135)
|
| 234 |
+
1920 train 4.147755 (lr=3.9000e-03) (hash(x)=70033249)
|
| 235 |
+
1930 train 4.132651 (lr=3.8834e-03) (hash(x)=72887360)
|
| 236 |
+
1940 train 4.181321 (lr=3.8666e-03) (hash(x)=83251100)
|
| 237 |
+
1950 train 4.219366 (lr=3.8498e-03) (hash(x)=79660266)
|
| 238 |
+
1960 train 4.106945 (lr=3.8329e-03) (hash(x)=78919068)
|
| 239 |
+
1970 train 4.202980 (lr=3.8160e-03) (hash(x)=94690431)
|
| 240 |
+
1980 train 4.039069 (lr=3.7989e-03) (hash(x)=88153756)
|
| 241 |
+
1990 train 4.093534 (lr=3.7818e-03) (hash(x)=77195688)
|
| 242 |
+
2000 val loss 4.2265
|
| 243 |
+
2000 val perplexity 68.4801
|
| 244 |
+
2000 train 4.196152 (lr=3.7646e-03) (hash(x)=81308591)
|
| 245 |
+
2010 train 4.241035 (lr=3.7473e-03) (hash(x)=80205479)
|
| 246 |
+
2020 train 4.155095 (lr=3.7300e-03) (hash(x)=81008704)
|
| 247 |
+
2030 train 4.223628 (lr=3.7125e-03) (hash(x)=82914358)
|
| 248 |
+
2040 train 4.233630 (lr=3.6951e-03) (hash(x)=88064399)
|
| 249 |
+
2050 train 4.244870 (lr=3.6775e-03) (hash(x)=82889390)
|
| 250 |
+
2060 train 4.305655 (lr=3.6599e-03) (hash(x)=80913554)
|
| 251 |
+
2070 train 4.147591 (lr=3.6422e-03) (hash(x)=78121791)
|
| 252 |
+
2080 train 4.283460 (lr=3.6244e-03) (hash(x)=75356657)
|
| 253 |
+
2090 train 4.106378 (lr=3.6066e-03) (hash(x)=74048412)
|
| 254 |
+
2100 val loss 4.2043
|
| 255 |
+
2100 val perplexity 66.9739
|
| 256 |
+
2100 train 4.030020 (lr=3.5887e-03) (hash(x)=68928225)
|
| 257 |
+
2110 train 4.080212 (lr=3.5707e-03) (hash(x)=93734745)
|
| 258 |
+
2120 train 4.075750 (lr=3.5527e-03) (hash(x)=72878164)
|
| 259 |
+
2130 train 4.204665 (lr=3.5346e-03) (hash(x)=71508226)
|
| 260 |
+
2140 train 4.165468 (lr=3.5165e-03) (hash(x)=84168671)
|
| 261 |
+
2150 train 4.101372 (lr=3.4983e-03) (hash(x)=74673639)
|
| 262 |
+
2160 train 4.247788 (lr=3.4801e-03) (hash(x)=75470031)
|
| 263 |
+
2170 train 4.206627 (lr=3.4618e-03) (hash(x)=74307890)
|
| 264 |
+
2180 train 4.326437 (lr=3.4435e-03) (hash(x)=77214245)
|
| 265 |
+
2190 train 4.105478 (lr=3.4251e-03) (hash(x)=88628359)
|
| 266 |
+
2200 val loss 4.1806
|
| 267 |
+
2200 val perplexity 65.4071
|
| 268 |
+
2200 train 4.119265 (lr=3.4066e-03) (hash(x)=74779126)
|
| 269 |
+
2210 train 4.158552 (lr=3.3881e-03) (hash(x)=79817976)
|
| 270 |
+
2220 train 4.112025 (lr=3.3696e-03) (hash(x)=75258996)
|
| 271 |
+
2230 train 4.084177 (lr=3.3510e-03) (hash(x)=88164047)
|
| 272 |
+
2240 train 4.070524 (lr=3.3323e-03) (hash(x)=78580686)
|
| 273 |
+
2250 train 4.006957 (lr=3.3137e-03) (hash(x)=76510617)
|
| 274 |
+
2260 train 4.079580 (lr=3.2949e-03) (hash(x)=76043966)
|
| 275 |
+
2270 train 4.057602 (lr=3.2762e-03) (hash(x)=73062098)
|
| 276 |
+
2280 train 4.289168 (lr=3.2574e-03) (hash(x)=81885909)
|
| 277 |
+
2290 train 4.224728 (lr=3.2386e-03) (hash(x)=81481741)
|
| 278 |
+
2300 val loss 4.1613
|
| 279 |
+
2300 val perplexity 64.1528
|
| 280 |
+
2300 train 4.085191 (lr=3.2197e-03) (hash(x)=82104275)
|
| 281 |
+
2310 train 4.130836 (lr=3.2008e-03) (hash(x)=82137309)
|
| 282 |
+
2320 train 4.111669 (lr=3.1818e-03) (hash(x)=86741167)
|
| 283 |
+
2330 train 4.122366 (lr=3.1629e-03) (hash(x)=84796263)
|
| 284 |
+
2340 train 4.093379 (lr=3.1439e-03) (hash(x)=169966529)
|
| 285 |
+
2350 train 3.973513 (lr=3.1248e-03) (hash(x)=80006061)
|
| 286 |
+
2360 train 4.027627 (lr=3.1058e-03) (hash(x)=71090999)
|
| 287 |
+
2370 train 4.158289 (lr=3.0867e-03) (hash(x)=86641850)
|
| 288 |
+
2380 train 4.061723 (lr=3.0676e-03) (hash(x)=84573253)
|
| 289 |
+
2390 train 4.086541 (lr=3.0485e-03) (hash(x)=74483764)
|
| 290 |
+
2400 val loss 4.1580
|
| 291 |
+
2400 val perplexity 63.9419
|
| 292 |
+
2400 train 4.060765 (lr=3.0293e-03) (hash(x)=78327659)
|
| 293 |
+
2410 train 4.128473 (lr=3.0101e-03) (hash(x)=77273627)
|
| 294 |
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2420 train 3.992177 (lr=2.9910e-03) (hash(x)=76938049)
|
| 295 |
+
2430 train 3.992799 (lr=2.9717e-03) (hash(x)=98449442)
|
| 296 |
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2440 train 3.857307 (lr=2.9525e-03) (hash(x)=78157797)
|
| 297 |
+
2450 train 3.895611 (lr=2.9333e-03) (hash(x)=80637582)
|
| 298 |
+
2460 train 3.893587 (lr=2.9140e-03) (hash(x)=80023854)
|
| 299 |
+
2470 train 3.948915 (lr=2.8947e-03) (hash(x)=86678884)
|
| 300 |
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2480 train 4.178443 (lr=2.8755e-03) (hash(x)=84086469)
|
| 301 |
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2490 train 4.189663 (lr=2.8562e-03) (hash(x)=83131141)
|
| 302 |
+
2500 val loss 4.1307
|
| 303 |
+
2500 val perplexity 62.2204
|
| 304 |
+
2500 train 4.111951 (lr=2.8369e-03) (hash(x)=82583497)
|
| 305 |
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2510 train 4.171259 (lr=2.8176e-03) (hash(x)=79164326)
|
| 306 |
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2520 train 4.079795 (lr=2.7983e-03) (hash(x)=76456503)
|
| 307 |
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2530 train 4.134625 (lr=2.7790e-03) (hash(x)=82001228)
|
| 308 |
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2540 train 4.166300 (lr=2.7597e-03) (hash(x)=75615595)
|
| 309 |
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2550 train 4.117345 (lr=2.7403e-03) (hash(x)=78397869)
|
| 310 |
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2560 train 4.119359 (lr=2.7210e-03) (hash(x)=75547032)
|
| 311 |
+
2570 train 4.028825 (lr=2.7017e-03) (hash(x)=89201025)
|
| 312 |
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2580 train 4.018310 (lr=2.6824e-03) (hash(x)=89856704)
|
| 313 |
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2590 train 4.025906 (lr=2.6631e-03) (hash(x)=82175682)
|
| 314 |
+
2600 val loss 4.1127
|
| 315 |
+
2600 val perplexity 61.1128
|
| 316 |
+
2600 train 4.035004 (lr=2.6438e-03) (hash(x)=78312826)
|
| 317 |
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2610 train 4.021173 (lr=2.6245e-03) (hash(x)=77066588)
|
| 318 |
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2620 train 3.863435 (lr=2.6053e-03) (hash(x)=78666061)
|
| 319 |
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2630 train 3.864039 (lr=2.5860e-03) (hash(x)=93762143)
|
| 320 |
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2640 train 3.875874 (lr=2.5667e-03) (hash(x)=83191587)
|
| 321 |
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2650 train 3.798448 (lr=2.5475e-03) (hash(x)=87169585)
|
| 322 |
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2660 train 4.026046 (lr=2.5283e-03) (hash(x)=86426388)
|
| 323 |
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2670 train 4.160994 (lr=2.5090e-03) (hash(x)=76692638)
|
| 324 |
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2680 train 4.068765 (lr=2.4899e-03) (hash(x)=77446063)
|
| 325 |
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2690 train 4.078123 (lr=2.4707e-03) (hash(x)=79809050)
|
| 326 |
+
2700 val loss 4.1070
|
| 327 |
+
2700 val perplexity 60.7635
|
| 328 |
+
2700 train 4.002690 (lr=2.4515e-03) (hash(x)=83116823)
|
| 329 |
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2710 train 4.112427 (lr=2.4324e-03) (hash(x)=75622148)
|
| 330 |
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2720 train 4.041700 (lr=2.4133e-03) (hash(x)=80690512)
|
| 331 |
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2730 train 4.108588 (lr=2.3942e-03) (hash(x)=78009984)
|
| 332 |
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2740 train 4.065459 (lr=2.3752e-03) (hash(x)=74205488)
|
| 333 |
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2750 train 4.069176 (lr=2.3561e-03) (hash(x)=91013332)
|
| 334 |
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2760 train 3.992232 (lr=2.3371e-03) (hash(x)=76954961)
|
| 335 |
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2770 train 3.997994 (lr=2.3182e-03) (hash(x)=79390317)
|
| 336 |
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2780 train 3.874724 (lr=2.2992e-03) (hash(x)=70168783)
|
| 337 |
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2790 train 4.036049 (lr=2.2803e-03) (hash(x)=76028417)
|
| 338 |
+
2800 val loss 4.0879
|
| 339 |
+
2800 val perplexity 59.6133
|
| 340 |
+
2800 train 3.856984 (lr=2.2614e-03) (hash(x)=77656050)
|
| 341 |
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2810 train 3.900784 (lr=2.2426e-03) (hash(x)=94248216)
|
| 342 |
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2820 train 3.964212 (lr=2.2238e-03) (hash(x)=78305078)
|
| 343 |
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2830 train 3.881435 (lr=2.2051e-03) (hash(x)=79948848)
|
| 344 |
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2840 train 3.742831 (lr=2.1863e-03) (hash(x)=85341024)
|
| 345 |
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2850 train 4.055018 (lr=2.1677e-03) (hash(x)=78735170)
|
| 346 |
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2860 train 4.304873 (lr=2.1490e-03) (hash(x)=71616419)
|
| 347 |
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2870 train 4.074418 (lr=2.1304e-03) (hash(x)=78656517)
|
| 348 |
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2880 train 4.084019 (lr=2.1119e-03) (hash(x)=80073987)
|
| 349 |
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2890 train 4.013699 (lr=2.0934e-03) (hash(x)=76894809)
|
| 350 |
+
2900 val loss 4.0597
|
| 351 |
+
2900 val perplexity 57.9597
|
| 352 |
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2900 train 3.993415 (lr=2.0749e-03) (hash(x)=80499838)
|
| 353 |
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2910 train 4.047279 (lr=2.0565e-03) (hash(x)=72673354)
|
| 354 |
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2920 train 4.026742 (lr=2.0382e-03) (hash(x)=84265768)
|
| 355 |
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2930 train 4.053822 (lr=2.0199e-03) (hash(x)=79612060)
|
| 356 |
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2940 train 3.906914 (lr=2.0017e-03) (hash(x)=74970087)
|
| 357 |
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2950 train 4.064762 (lr=1.9835e-03) (hash(x)=84166818)
|
| 358 |
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2960 train 4.053812 (lr=1.9654e-03) (hash(x)=89410221)
|
| 359 |
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2970 train 3.989048 (lr=1.9473e-03) (hash(x)=75672566)
|
| 360 |
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2980 train 3.846205 (lr=1.9293e-03) (hash(x)=81760314)
|
| 361 |
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2990 train 3.821634 (lr=1.9113e-03) (hash(x)=80605200)
|
| 362 |
+
3000 val loss 4.0582
|
| 363 |
+
3000 val perplexity 57.8694
|
| 364 |
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3000 train 3.815495 (lr=1.8934e-03) (hash(x)=83804735)
|
| 365 |
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3010 train 3.742125 (lr=1.8756e-03) (hash(x)=77015303)
|
| 366 |
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3020 train 3.811002 (lr=1.8578e-03) (hash(x)=81464523)
|
| 367 |
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3030 train 4.011090 (lr=1.8401e-03) (hash(x)=80168230)
|
| 368 |
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3040 train 3.949432 (lr=1.8225e-03) (hash(x)=84817006)
|
| 369 |
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3050 train 4.056327 (lr=1.8049e-03) (hash(x)=71601811)
|
| 370 |
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3060 train 3.983912 (lr=1.7875e-03) (hash(x)=85499733)
|
| 371 |
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3070 train 4.039054 (lr=1.7700e-03) (hash(x)=78670408)
|
| 372 |
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3080 train 3.928184 (lr=1.7527e-03) (hash(x)=77120468)
|
| 373 |
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3090 train 4.032280 (lr=1.7354e-03) (hash(x)=77927426)
|
| 374 |
+
3100 val loss 4.0360
|
| 375 |
+
3100 val perplexity 56.5974
|
| 376 |
+
3100 train 4.050586 (lr=1.7182e-03) (hash(x)=83998606)
|
| 377 |
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3110 train 3.949378 (lr=1.7011e-03) (hash(x)=77990218)
|
| 378 |
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3120 train 3.869966 (lr=1.6840e-03) (hash(x)=81623970)
|
| 379 |
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3130 train 3.836012 (lr=1.6671e-03) (hash(x)=75014781)
|
| 380 |
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3140 train 3.889030 (lr=1.6502e-03) (hash(x)=72591250)
|
| 381 |
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3150 train 3.903394 (lr=1.6334e-03) (hash(x)=81421847)
|
| 382 |
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3160 train 3.954462 (lr=1.6166e-03) (hash(x)=75112631)
|
| 383 |
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3170 train 4.047494 (lr=1.6000e-03) (hash(x)=87518033)
|
| 384 |
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3180 train 3.907936 (lr=1.5834e-03) (hash(x)=78648348)
|
| 385 |
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3190 train 4.015879 (lr=1.5670e-03) (hash(x)=78270029)
|
| 386 |
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3200 val loss 4.0147
|
| 387 |
+
3200 val perplexity 55.4043
|
| 388 |
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3200 train 4.086486 (lr=1.5506e-03) (hash(x)=83380714)
|
| 389 |
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3210 train 4.277988 (lr=1.5343e-03) (hash(x)=67804991)
|
| 390 |
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3220 train 4.000352 (lr=1.5181e-03) (hash(x)=76968804)
|
| 391 |
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3230 train 3.930394 (lr=1.5020e-03) (hash(x)=75798670)
|
| 392 |
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3240 train 4.009513 (lr=1.4860e-03) (hash(x)=83192811)
|
| 393 |
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3250 train 3.944531 (lr=1.4700e-03) (hash(x)=81659789)
|
| 394 |
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3260 train 3.990727 (lr=1.4542e-03) (hash(x)=80622502)
|
| 395 |
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3270 train 3.956918 (lr=1.4384e-03) (hash(x)=85436511)
|
| 396 |
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3280 train 3.901253 (lr=1.4228e-03) (hash(x)=80589180)
|
| 397 |
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3290 train 4.036962 (lr=1.4073e-03) (hash(x)=85747193)
|
| 398 |
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3300 val loss 4.0101
|
| 399 |
+
3300 val perplexity 55.1509
|
| 400 |
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3300 train 3.898648 (lr=1.3918e-03) (hash(x)=74635692)
|
| 401 |
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3310 train 3.888001 (lr=1.3765e-03) (hash(x)=82045455)
|
| 402 |
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3320 train 3.758686 (lr=1.3612e-03) (hash(x)=73249173)
|
| 403 |
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3330 train 3.720568 (lr=1.3461e-03) (hash(x)=71492338)
|
| 404 |
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3340 train 4.057232 (lr=1.3310e-03) (hash(x)=76374071)
|
| 405 |
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3350 train 4.024077 (lr=1.3161e-03) (hash(x)=80474064)
|
| 406 |
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3360 train 3.933691 (lr=1.3013e-03) (hash(x)=84390892)
|
| 407 |
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3370 train 3.978242 (lr=1.2865e-03) (hash(x)=83399949)
|
| 408 |
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3380 train 4.031515 (lr=1.2719e-03) (hash(x)=77648059)
|
| 409 |
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3390 train 4.005635 (lr=1.2574e-03) (hash(x)=80152701)
|
| 410 |
+
3400 val loss 3.9865
|
| 411 |
+
3400 val perplexity 53.8656
|
| 412 |
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3400 train 4.052518 (lr=1.2430e-03) (hash(x)=81952545)
|
| 413 |
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3410 train 4.013619 (lr=1.2287e-03) (hash(x)=80908993)
|
| 414 |
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3420 train 4.059756 (lr=1.2146e-03) (hash(x)=79610037)
|
| 415 |
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3430 train 3.911489 (lr=1.2005e-03) (hash(x)=87624382)
|
| 416 |
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3440 train 3.973968 (lr=1.1866e-03) (hash(x)=82336381)
|
| 417 |
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3450 train 3.954776 (lr=1.1727e-03) (hash(x)=87687835)
|
| 418 |
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3460 train 3.954763 (lr=1.1590e-03) (hash(x)=76376135)
|
| 419 |
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3470 train 3.869805 (lr=1.1454e-03) (hash(x)=79331391)
|
| 420 |
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3480 train 3.772729 (lr=1.1319e-03) (hash(x)=107002681)
|
| 421 |
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3490 train 3.853944 (lr=1.1186e-03) (hash(x)=77465514)
|
| 422 |
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3500 val loss 3.9819
|
| 423 |
+
3500 val perplexity 53.6197
|
| 424 |
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3500 train 3.816989 (lr=1.1053e-03) (hash(x)=88237229)
|
| 425 |
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3510 train 3.883598 (lr=1.0922e-03) (hash(x)=81011739)
|
| 426 |
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3520 train 3.933651 (lr=1.0792e-03) (hash(x)=64643427)
|
| 427 |
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3530 train 4.209607 (lr=1.0663e-03) (hash(x)=78029539)
|
| 428 |
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3540 train 4.045026 (lr=1.0536e-03) (hash(x)=83188968)
|
| 429 |
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3550 train 4.060884 (lr=1.0410e-03) (hash(x)=86104185)
|
| 430 |
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3560 train 3.987900 (lr=1.0285e-03) (hash(x)=81993629)
|
| 431 |
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3570 train 3.959754 (lr=1.0161e-03) (hash(x)=72719368)
|
| 432 |
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3580 train 3.962993 (lr=1.0039e-03) (hash(x)=90091487)
|
| 433 |
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3590 train 3.851993 (lr=9.9174e-04) (hash(x)=77393152)
|
| 434 |
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3600 val loss 3.9614
|
| 435 |
+
3600 val perplexity 52.5282
|
| 436 |
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3600 train 3.960547 (lr=9.7975e-04) (hash(x)=73103504)
|
| 437 |
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3610 train 3.971396 (lr=9.6790e-04) (hash(x)=84429400)
|
| 438 |
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3620 train 3.946180 (lr=9.5617e-04) (hash(x)=77021795)
|
| 439 |
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3630 train 3.895407 (lr=9.4458e-04) (hash(x)=92830605)
|
| 440 |
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3640 train 4.092533 (lr=9.3312e-04) (hash(x)=78313175)
|
| 441 |
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3650 train 3.888989 (lr=9.2180e-04) (hash(x)=85395549)
|
| 442 |
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3660 train 3.685321 (lr=9.1061e-04) (hash(x)=78114459)
|
| 443 |
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3670 train 3.811379 (lr=8.9955e-04) (hash(x)=74968316)
|
| 444 |
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3680 train 3.737785 (lr=8.8863e-04) (hash(x)=73358737)
|
| 445 |
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3690 train 3.838933 (lr=8.7785e-04) (hash(x)=76399442)
|
| 446 |
+
3700 val loss 3.9618
|
| 447 |
+
3700 val perplexity 52.5492
|
| 448 |
+
3700 train 3.849116 (lr=8.6721e-04) (hash(x)=74039273)
|
| 449 |
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3710 train 4.026682 (lr=8.5671e-04) (hash(x)=79299680)
|
| 450 |
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3720 train 3.934015 (lr=8.4634e-04) (hash(x)=94701498)
|
| 451 |
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3730 train 4.009239 (lr=8.3611e-04) (hash(x)=75352071)
|
| 452 |
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3740 train 3.894974 (lr=8.2603e-04) (hash(x)=77909487)
|
| 453 |
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3750 train 3.997064 (lr=8.1609e-04) (hash(x)=73986730)
|
| 454 |
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3760 train 3.957295 (lr=8.0629e-04) (hash(x)=79325763)
|
| 455 |
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3770 train 4.005707 (lr=7.9663e-04) (hash(x)=72457818)
|
| 456 |
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3780 train 4.130510 (lr=7.8712e-04) (hash(x)=71775590)
|
| 457 |
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3790 train 4.016381 (lr=7.7775e-04) (hash(x)=82638943)
|
| 458 |
+
3800 val loss 3.9431
|
| 459 |
+
3800 val perplexity 51.5779
|
| 460 |
+
3800 train 3.998456 (lr=7.6853e-04) (hash(x)=79965893)
|
| 461 |
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3810 train 3.935082 (lr=7.5945e-04) (hash(x)=72598235)
|
| 462 |
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3820 train 3.917046 (lr=7.5052e-04) (hash(x)=83113889)
|
| 463 |
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3830 train 3.973845 (lr=7.4174e-04) (hash(x)=74434590)
|
| 464 |
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3840 train 3.892936 (lr=7.3311e-04) (hash(x)=82860348)
|
| 465 |
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3850 train 3.830428 (lr=7.2462e-04) (hash(x)=78067565)
|
| 466 |
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3860 train 3.894365 (lr=7.1628e-04) (hash(x)=82592498)
|
| 467 |
+
3870 train 3.820820 (lr=7.0810e-04) (hash(x)=81820733)
|
| 468 |
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3880 train 3.840778 (lr=7.0006e-04) (hash(x)=87709040)
|
| 469 |
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3890 train 3.886108 (lr=6.9217e-04) (hash(x)=70379093)
|
| 470 |
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3900 val loss 3.9349
|
| 471 |
+
3900 val perplexity 51.1557
|
| 472 |
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3900 train 4.011623 (lr=6.8444e-04) (hash(x)=76597431)
|
| 473 |
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3910 train 3.894998 (lr=6.7686e-04) (hash(x)=90490716)
|
| 474 |
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3920 train 3.996272 (lr=6.6943e-04) (hash(x)=81970659)
|
| 475 |
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3930 train 3.978808 (lr=6.6215e-04) (hash(x)=81496334)
|
| 476 |
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3940 train 3.960135 (lr=6.5503e-04) (hash(x)=75717605)
|
| 477 |
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3950 train 3.908638 (lr=6.4806e-04) (hash(x)=82749357)
|
| 478 |
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3960 train 3.934831 (lr=6.4125e-04) (hash(x)=89355157)
|
| 479 |
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3970 train 3.893466 (lr=6.3459e-04) (hash(x)=78980403)
|
| 480 |
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3980 train 3.864629 (lr=6.2809e-04) (hash(x)=76627217)
|
| 481 |
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3990 train 3.865995 (lr=6.2175e-04) (hash(x)=72412879)
|
| 482 |
+
4000 val loss 3.9282
|
| 483 |
+
4000 val perplexity 50.8141
|
| 484 |
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4000 train 3.878534 (lr=6.1556e-04) (hash(x)=83018142)
|
| 485 |
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4010 train 3.890265 (lr=6.0953e-04) (hash(x)=81272436)
|
| 486 |
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4020 train 3.817843 (lr=6.0365e-04) (hash(x)=85497482)
|
| 487 |
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4030 train 3.889722 (lr=5.9794e-04) (hash(x)=85241734)
|
| 488 |
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4040 train 3.856755 (lr=5.9238e-04) (hash(x)=77925307)
|
| 489 |
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4050 train 3.858809 (lr=5.8698e-04) (hash(x)=84826179)
|
| 490 |
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4060 train 3.914512 (lr=5.8175e-04) (hash(x)=83606764)
|
| 491 |
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4070 train 3.830807 (lr=5.7667e-04) (hash(x)=80567590)
|
| 492 |
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4080 train 3.879648 (lr=5.7175e-04) (hash(x)=76860998)
|
| 493 |
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4090 train 3.916497 (lr=5.6699e-04) (hash(x)=74902328)
|
| 494 |
+
4100 val loss 3.9151
|
| 495 |
+
4100 val perplexity 50.1523
|
| 496 |
+
4100 train 3.957217 (lr=5.6239e-04) (hash(x)=82832041)
|
| 497 |
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4110 train 3.835522 (lr=5.5796e-04) (hash(x)=79143262)
|
| 498 |
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4120 train 3.868289 (lr=5.5368e-04) (hash(x)=77038149)
|
| 499 |
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4130 train 4.049788 (lr=5.4957e-04) (hash(x)=86339074)
|
| 500 |
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4140 train 4.115891 (lr=5.4562e-04) (hash(x)=76686216)
|
| 501 |
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4150 train 3.889693 (lr=5.4183e-04) (hash(x)=70522682)
|
| 502 |
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4160 train 3.856546 (lr=5.3821e-04) (hash(x)=90958555)
|
| 503 |
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4170 train 3.879767 (lr=5.3474e-04) (hash(x)=91463532)
|
| 504 |
+
4180 train 3.865762 (lr=5.3144e-04) (hash(x)=81959329)
|
| 505 |
+
4190 train 3.826467 (lr=5.2831e-04) (hash(x)=83146752)
|
| 506 |
+
4200 val loss 3.9196
|
| 507 |
+
4200 val perplexity 50.3806
|
| 508 |
+
4200 train 3.809159 (lr=5.2534e-04) (hash(x)=78361715)
|
| 509 |
+
4210 train 3.956078 (lr=5.2253e-04) (hash(x)=87364889)
|
| 510 |
+
4220 train 3.810987 (lr=5.1988e-04) (hash(x)=70465156)
|
| 511 |
+
4230 train 3.967029 (lr=5.1740e-04) (hash(x)=84524081)
|
| 512 |
+
4240 train 3.917208 (lr=5.1509e-04) (hash(x)=77824868)
|
| 513 |
+
4250 train 3.929652 (lr=5.1294e-04) (hash(x)=81710711)
|
| 514 |
+
4260 train 3.914163 (lr=5.1095e-04) (hash(x)=76362728)
|
| 515 |
+
4270 train 3.906435 (lr=5.0913e-04) (hash(x)=83115208)
|
| 516 |
+
4280 train 3.816528 (lr=5.0748e-04) (hash(x)=87218314)
|
| 517 |
+
4290 train 3.976790 (lr=5.0599e-04) (hash(x)=74582673)
|
| 518 |
+
4300 val loss 3.9113
|
| 519 |
+
4300 val perplexity 49.9646
|
| 520 |
+
4300 train 3.850865 (lr=5.0466e-04) (hash(x)=77379615)
|
| 521 |
+
4310 train 3.826776 (lr=5.0350e-04) (hash(x)=78669579)
|
| 522 |
+
4320 train 3.945709 (lr=5.0251e-04) (hash(x)=83066608)
|
| 523 |
+
4330 train 3.906804 (lr=5.0168e-04) (hash(x)=83037340)
|
| 524 |
+
4340 train 3.939926 (lr=5.0102e-04) (hash(x)=82849771)
|
| 525 |
+
4350 train 3.880484 (lr=5.0052e-04) (hash(x)=76693985)
|
| 526 |
+
4360 train 3.969632 (lr=5.0019e-04) (hash(x)=77745394)
|
| 527 |
+
4370 train 3.930569 (lr=5.0002e-04) (hash(x)=79954388)
|
| 528 |
+
4374 val loss 3.9040
|
| 529 |
+
4374 val perplexity 49.6026
|
12_head_baseline_lr_50e-4_head_dim_22/model_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d365ebaf8228f6541ecd53a90868e5935be2de280e557130bc27e59a794e0a47
|
| 3 |
+
size 96858242
|
12_head_baseline_lr_50e-4_head_dim_22/optimizer_04374.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f0aa1c2b7986cb66573c8427c24f44f15d5072ff8f5fb9665a5d1d60d97c3ff1
|
| 3 |
+
size 187435910
|