Upload folder using huggingface_hub
Browse files- n_heads12_lr14e-4_total_batch_size61440_seed1339/args.json +1 -0
- n_heads12_lr14e-4_total_batch_size61440_seed1339/dataloader_08749.pt +3 -0
- n_heads12_lr14e-4_total_batch_size61440_seed1339/log2.txt +1054 -0
- n_heads12_lr14e-4_total_batch_size61440_seed1339/model_08749.pt +3 -0
- n_heads12_lr14e-4_total_batch_size61440_seed1339/optimizer_08749.pt +3 -0
n_heads12_lr14e-4_total_batch_size61440_seed1339/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_11/n_heads12_lr14e-4_total_batch_size61440_seed1339", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 12, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": 8750, "warmup_steps": 500, "group": "wider_is_better_11", "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": 60, "total_batch_size": 61440, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "n_latent_masks": null, "mask_layernorm": false, "residual_attention_masks": false, "compute_base_shapes": false, "base_shapes_savefile": null, "mup": true, "disable_selection": false, "mup_enable_coord_check_logging": false, "max_lr": 0.0014, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "n_heads12_14e-4_61440", "n_embd": 768}
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n_heads12_lr14e-4_total_batch_size61440_seed1339/dataloader_08749.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:9bbf5b7eef643b850a13a0d3881f9b995af25e67f722e39e1853dc09a06ad1dc
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size 964
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n_heads12_lr14e-4_total_batch_size61440_seed1339/log2.txt
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|
| 1 |
+
max_steps: 8750
|
| 2 |
+
0 val loss 10.9491
|
| 3 |
+
0 val perplexity 56902.2969
|
| 4 |
+
0 train 10.947037 (lr=2.8000e-06) (hash(x)=84111305)
|
| 5 |
+
10 train 9.696257 (lr=3.0800e-05) (hash(x)=76061209)
|
| 6 |
+
20 train 9.286982 (lr=5.8800e-05) (hash(x)=72815142)
|
| 7 |
+
30 train 8.850385 (lr=8.6800e-05) (hash(x)=74281158)
|
| 8 |
+
40 train 8.175850 (lr=1.1480e-04) (hash(x)=70759787)
|
| 9 |
+
50 train 7.791744 (lr=1.4280e-04) (hash(x)=67498044)
|
| 10 |
+
60 train 7.606891 (lr=1.7080e-04) (hash(x)=74288138)
|
| 11 |
+
70 train 7.538900 (lr=1.9880e-04) (hash(x)=72712110)
|
| 12 |
+
80 train 7.527149 (lr=2.2680e-04) (hash(x)=76893978)
|
| 13 |
+
90 train 7.290340 (lr=2.5480e-04) (hash(x)=69479499)
|
| 14 |
+
100 val loss 7.2023
|
| 15 |
+
100 val perplexity 1342.5669
|
| 16 |
+
100 train 7.169267 (lr=2.8280e-04) (hash(x)=78805238)
|
| 17 |
+
110 train 7.054847 (lr=3.1080e-04) (hash(x)=72379905)
|
| 18 |
+
120 train 6.960956 (lr=3.3880e-04) (hash(x)=84941914)
|
| 19 |
+
130 train 6.761159 (lr=3.6680e-04) (hash(x)=74520609)
|
| 20 |
+
140 train 6.816748 (lr=3.9480e-04) (hash(x)=78600114)
|
| 21 |
+
150 train 6.496477 (lr=4.2280e-04) (hash(x)=71364632)
|
| 22 |
+
160 train 6.498137 (lr=4.5080e-04) (hash(x)=88692902)
|
| 23 |
+
170 train 6.547095 (lr=4.7880e-04) (hash(x)=76813970)
|
| 24 |
+
180 train 6.405209 (lr=5.0680e-04) (hash(x)=78277546)
|
| 25 |
+
190 train 6.384841 (lr=5.3480e-04) (hash(x)=69274625)
|
| 26 |
+
200 val loss 6.3754
|
| 27 |
+
200 val perplexity 587.2024
|
| 28 |
+
200 train 6.300391 (lr=5.6280e-04) (hash(x)=74752080)
|
| 29 |
+
210 train 6.195320 (lr=5.9080e-04) (hash(x)=73366585)
|
| 30 |
+
220 train 6.166953 (lr=6.1880e-04) (hash(x)=82441512)
|
| 31 |
+
230 train 5.945963 (lr=6.4680e-04) (hash(x)=70370492)
|
| 32 |
+
240 train 6.007533 (lr=6.7480e-04) (hash(x)=76271528)
|
| 33 |
+
250 train 5.924657 (lr=7.0280e-04) (hash(x)=70391215)
|
| 34 |
+
260 train 5.843722 (lr=7.3080e-04) (hash(x)=70932307)
|
| 35 |
+
270 train 5.785228 (lr=7.5880e-04) (hash(x)=73903274)
|
| 36 |
+
280 train 5.817907 (lr=7.8680e-04) (hash(x)=72833455)
|
| 37 |
+
290 train 5.877813 (lr=8.1480e-04) (hash(x)=86446336)
|
| 38 |
+
300 val loss 5.9359
|
| 39 |
+
300 val perplexity 378.3824
|
| 40 |
+
300 train 5.664558 (lr=8.4280e-04) (hash(x)=72231879)
|
| 41 |
+
310 train 5.775199 (lr=8.7080e-04) (hash(x)=83289406)
|
| 42 |
+
320 train 5.853682 (lr=8.9880e-04) (hash(x)=79292084)
|
| 43 |
+
330 train 6.013921 (lr=9.2680e-04) (hash(x)=81963141)
|
| 44 |
+
340 train 5.893492 (lr=9.5480e-04) (hash(x)=76688193)
|
| 45 |
+
350 train 5.684438 (lr=9.8280e-04) (hash(x)=67974208)
|
| 46 |
+
360 train 5.863403 (lr=1.0108e-03) (hash(x)=71759924)
|
| 47 |
+
370 train 5.766744 (lr=1.0388e-03) (hash(x)=82538335)
|
| 48 |
+
380 train 5.639980 (lr=1.0668e-03) (hash(x)=73719341)
|
| 49 |
+
390 train 5.784976 (lr=1.0948e-03) (hash(x)=81731118)
|
| 50 |
+
400 val loss 5.6350
|
| 51 |
+
400 val perplexity 280.0556
|
| 52 |
+
400 train 5.590763 (lr=1.1228e-03) (hash(x)=65538392)
|
| 53 |
+
410 train 5.556056 (lr=1.1508e-03) (hash(x)=73037722)
|
| 54 |
+
420 train 5.471239 (lr=1.1788e-03) (hash(x)=71698939)
|
| 55 |
+
430 train 5.673790 (lr=1.2068e-03) (hash(x)=89649867)
|
| 56 |
+
440 train 5.715183 (lr=1.2348e-03) (hash(x)=59262658)
|
| 57 |
+
450 train 5.401849 (lr=1.2628e-03) (hash(x)=79057900)
|
| 58 |
+
460 train 5.423159 (lr=1.2908e-03) (hash(x)=68890702)
|
| 59 |
+
470 train 5.472520 (lr=1.3188e-03) (hash(x)=69474321)
|
| 60 |
+
480 train 5.378677 (lr=1.3468e-03) (hash(x)=74715332)
|
| 61 |
+
490 train 5.496259 (lr=1.3748e-03) (hash(x)=81929495)
|
| 62 |
+
500 val loss 5.3864
|
| 63 |
+
500 val perplexity 218.4182
|
| 64 |
+
500 train 5.544104 (lr=1.4000e-03) (hash(x)=81405581)
|
| 65 |
+
510 train 5.144229 (lr=1.4000e-03) (hash(x)=66596183)
|
| 66 |
+
520 train 5.474530 (lr=1.4000e-03) (hash(x)=75298362)
|
| 67 |
+
530 train 5.280549 (lr=1.4000e-03) (hash(x)=78449774)
|
| 68 |
+
540 train 5.258121 (lr=1.3999e-03) (hash(x)=75749875)
|
| 69 |
+
550 train 5.195624 (lr=1.3999e-03) (hash(x)=75371538)
|
| 70 |
+
560 train 5.131622 (lr=1.3998e-03) (hash(x)=74708150)
|
| 71 |
+
570 train 5.160957 (lr=1.3998e-03) (hash(x)=75984401)
|
| 72 |
+
580 train 5.117284 (lr=1.3997e-03) (hash(x)=78930428)
|
| 73 |
+
590 train 5.429266 (lr=1.3996e-03) (hash(x)=70858901)
|
| 74 |
+
600 val loss 5.2380
|
| 75 |
+
600 val perplexity 188.2875
|
| 76 |
+
600 train 5.123903 (lr=1.3995e-03) (hash(x)=86811215)
|
| 77 |
+
610 train 4.987842 (lr=1.3994e-03) (hash(x)=74537543)
|
| 78 |
+
620 train 4.972369 (lr=1.3993e-03) (hash(x)=64425159)
|
| 79 |
+
630 train 4.849003 (lr=1.3992e-03) (hash(x)=72575441)
|
| 80 |
+
640 train 4.869482 (lr=1.3991e-03) (hash(x)=77886921)
|
| 81 |
+
650 train 4.961205 (lr=1.3990e-03) (hash(x)=73649304)
|
| 82 |
+
660 train 4.728675 (lr=1.3988e-03) (hash(x)=64469482)
|
| 83 |
+
670 train 5.117930 (lr=1.3987e-03) (hash(x)=76580403)
|
| 84 |
+
680 train 4.771859 (lr=1.3985e-03) (hash(x)=60374603)
|
| 85 |
+
690 train 4.903076 (lr=1.3984e-03) (hash(x)=69827901)
|
| 86 |
+
700 val loss 5.0885
|
| 87 |
+
700 val perplexity 162.1519
|
| 88 |
+
700 train 5.101073 (lr=1.3982e-03) (hash(x)=77235911)
|
| 89 |
+
710 train 5.045017 (lr=1.3980e-03) (hash(x)=76598106)
|
| 90 |
+
720 train 5.127827 (lr=1.3978e-03) (hash(x)=75315013)
|
| 91 |
+
730 train 4.964180 (lr=1.3976e-03) (hash(x)=76940932)
|
| 92 |
+
740 train 4.983181 (lr=1.3974e-03) (hash(x)=75540179)
|
| 93 |
+
750 train 4.964045 (lr=1.3971e-03) (hash(x)=73283995)
|
| 94 |
+
760 train 4.974654 (lr=1.3969e-03) (hash(x)=84096065)
|
| 95 |
+
770 train 4.758175 (lr=1.3967e-03) (hash(x)=75832016)
|
| 96 |
+
780 train 4.905328 (lr=1.3964e-03) (hash(x)=65611269)
|
| 97 |
+
790 train 4.966614 (lr=1.3962e-03) (hash(x)=72352412)
|
| 98 |
+
800 val loss 4.8796
|
| 99 |
+
800 val perplexity 131.5824
|
| 100 |
+
800 train 4.896714 (lr=1.3959e-03) (hash(x)=78191559)
|
| 101 |
+
810 train 4.814936 (lr=1.3956e-03) (hash(x)=73255448)
|
| 102 |
+
820 train 4.891327 (lr=1.3953e-03) (hash(x)=75336936)
|
| 103 |
+
830 train 4.696508 (lr=1.3950e-03) (hash(x)=71181581)
|
| 104 |
+
840 train 5.346991 (lr=1.3947e-03) (hash(x)=76217477)
|
| 105 |
+
850 train 4.796478 (lr=1.3944e-03) (hash(x)=75090324)
|
| 106 |
+
860 train 4.730086 (lr=1.3941e-03) (hash(x)=71125083)
|
| 107 |
+
870 train 4.710831 (lr=1.3938e-03) (hash(x)=74444188)
|
| 108 |
+
880 train 4.747270 (lr=1.3934e-03) (hash(x)=72143748)
|
| 109 |
+
890 train 4.620478 (lr=1.3931e-03) (hash(x)=75638384)
|
| 110 |
+
900 val loss 4.7292
|
| 111 |
+
900 val perplexity 113.2096
|
| 112 |
+
900 train 4.752657 (lr=1.3927e-03) (hash(x)=76967190)
|
| 113 |
+
910 train 4.706180 (lr=1.3923e-03) (hash(x)=84611316)
|
| 114 |
+
920 train 4.521179 (lr=1.3920e-03) (hash(x)=61365145)
|
| 115 |
+
930 train 4.492158 (lr=1.3916e-03) (hash(x)=54695617)
|
| 116 |
+
940 train 4.693443 (lr=1.3912e-03) (hash(x)=76251415)
|
| 117 |
+
950 train 4.461804 (lr=1.3908e-03) (hash(x)=71503060)
|
| 118 |
+
960 train 4.685982 (lr=1.3904e-03) (hash(x)=70925251)
|
| 119 |
+
970 train 4.618879 (lr=1.3899e-03) (hash(x)=69495443)
|
| 120 |
+
980 train 4.602659 (lr=1.3895e-03) (hash(x)=74994053)
|
| 121 |
+
990 train 4.420630 (lr=1.3891e-03) (hash(x)=81245808)
|
| 122 |
+
1000 val loss 4.6759
|
| 123 |
+
1000 val perplexity 107.3307
|
| 124 |
+
1000 train 4.652740 (lr=1.3886e-03) (hash(x)=73801537)
|
| 125 |
+
1010 train 4.571343 (lr=1.3882e-03) (hash(x)=78784929)
|
| 126 |
+
1020 train 4.339276 (lr=1.3877e-03) (hash(x)=84649514)
|
| 127 |
+
1030 train 4.479644 (lr=1.3872e-03) (hash(x)=71200051)
|
| 128 |
+
1040 train 4.348845 (lr=1.3867e-03) (hash(x)=68279861)
|
| 129 |
+
1050 train 4.387001 (lr=1.3862e-03) (hash(x)=86748930)
|
| 130 |
+
1060 train 4.276002 (lr=1.3857e-03) (hash(x)=71319577)
|
| 131 |
+
1070 train 4.402288 (lr=1.3852e-03) (hash(x)=72682588)
|
| 132 |
+
1080 train 4.379171 (lr=1.3847e-03) (hash(x)=71408336)
|
| 133 |
+
1090 train 4.559654 (lr=1.3842e-03) (hash(x)=78863558)
|
| 134 |
+
1100 val loss 4.5938
|
| 135 |
+
1100 val perplexity 98.8741
|
| 136 |
+
1100 train 4.828663 (lr=1.3836e-03) (hash(x)=75285186)
|
| 137 |
+
1110 train 4.651353 (lr=1.3831e-03) (hash(x)=78202715)
|
| 138 |
+
1120 train 4.439210 (lr=1.3825e-03) (hash(x)=75187925)
|
| 139 |
+
1130 train 4.638708 (lr=1.3820e-03) (hash(x)=70507475)
|
| 140 |
+
1140 train 4.535095 (lr=1.3814e-03) (hash(x)=77911876)
|
| 141 |
+
1150 train 4.460696 (lr=1.3808e-03) (hash(x)=77470391)
|
| 142 |
+
1160 train 4.473397 (lr=1.3802e-03) (hash(x)=76266017)
|
| 143 |
+
1170 train 4.745687 (lr=1.3796e-03) (hash(x)=77505346)
|
| 144 |
+
1180 train 4.540390 (lr=1.3790e-03) (hash(x)=78978095)
|
| 145 |
+
1190 train 4.587722 (lr=1.3784e-03) (hash(x)=78602083)
|
| 146 |
+
1200 val loss 4.5227
|
| 147 |
+
1200 val perplexity 92.0864
|
| 148 |
+
1200 train 4.625494 (lr=1.3778e-03) (hash(x)=81700834)
|
| 149 |
+
1210 train 4.511156 (lr=1.3771e-03) (hash(x)=75776079)
|
| 150 |
+
1220 train 4.497555 (lr=1.3765e-03) (hash(x)=95908213)
|
| 151 |
+
1230 train 4.430666 (lr=1.3758e-03) (hash(x)=84269607)
|
| 152 |
+
1240 train 4.526138 (lr=1.3752e-03) (hash(x)=69460140)
|
| 153 |
+
1250 train 4.536676 (lr=1.3745e-03) (hash(x)=71522595)
|
| 154 |
+
1260 train 4.556998 (lr=1.3738e-03) (hash(x)=81155508)
|
| 155 |
+
1270 train 4.694812 (lr=1.3731e-03) (hash(x)=72842244)
|
| 156 |
+
1280 train 4.537966 (lr=1.3724e-03) (hash(x)=80034345)
|
| 157 |
+
1290 train 4.386315 (lr=1.3717e-03) (hash(x)=70948511)
|
| 158 |
+
1300 val loss 4.4864
|
| 159 |
+
1300 val perplexity 88.8050
|
| 160 |
+
1300 train 4.439077 (lr=1.3710e-03) (hash(x)=69667983)
|
| 161 |
+
1310 train 4.479475 (lr=1.3703e-03) (hash(x)=84077906)
|
| 162 |
+
1320 train 4.206156 (lr=1.3695e-03) (hash(x)=67481757)
|
| 163 |
+
1330 train 4.367138 (lr=1.3688e-03) (hash(x)=83761654)
|
| 164 |
+
1340 train 4.473265 (lr=1.3680e-03) (hash(x)=76630114)
|
| 165 |
+
1350 train 4.507352 (lr=1.3673e-03) (hash(x)=81080698)
|
| 166 |
+
1360 train 4.389709 (lr=1.3665e-03) (hash(x)=71019125)
|
| 167 |
+
1370 train 4.381732 (lr=1.3657e-03) (hash(x)=78550770)
|
| 168 |
+
1380 train 4.396723 (lr=1.3650e-03) (hash(x)=67017249)
|
| 169 |
+
1390 train 4.297318 (lr=1.3642e-03) (hash(x)=75430624)
|
| 170 |
+
1400 val loss 4.4568
|
| 171 |
+
1400 val perplexity 86.2089
|
| 172 |
+
1400 train 4.392143 (lr=1.3634e-03) (hash(x)=72720863)
|
| 173 |
+
1410 train 4.149557 (lr=1.3626e-03) (hash(x)=73824272)
|
| 174 |
+
1420 train 4.276654 (lr=1.3617e-03) (hash(x)=69424571)
|
| 175 |
+
1430 train 4.242927 (lr=1.3609e-03) (hash(x)=71030131)
|
| 176 |
+
1440 train 4.190206 (lr=1.3601e-03) (hash(x)=80088993)
|
| 177 |
+
1450 train 4.135458 (lr=1.3592e-03) (hash(x)=74332002)
|
| 178 |
+
1460 train 4.056621 (lr=1.3584e-03) (hash(x)=75132184)
|
| 179 |
+
1470 train 4.113497 (lr=1.3575e-03) (hash(x)=72644858)
|
| 180 |
+
1480 train 4.125912 (lr=1.3566e-03) (hash(x)=70677454)
|
| 181 |
+
1490 train 4.147674 (lr=1.3558e-03) (hash(x)=74408093)
|
| 182 |
+
1500 val loss 4.4070
|
| 183 |
+
1500 val perplexity 82.0231
|
| 184 |
+
1500 train 4.387667 (lr=1.3549e-03) (hash(x)=82777829)
|
| 185 |
+
1510 train 4.482785 (lr=1.3540e-03) (hash(x)=82481742)
|
| 186 |
+
1520 train 4.400257 (lr=1.3531e-03) (hash(x)=81580164)
|
| 187 |
+
1530 train 4.382079 (lr=1.3522e-03) (hash(x)=75892741)
|
| 188 |
+
1540 train 4.307281 (lr=1.3512e-03) (hash(x)=70574468)
|
| 189 |
+
1550 train 4.350969 (lr=1.3503e-03) (hash(x)=77451919)
|
| 190 |
+
1560 train 4.369387 (lr=1.3494e-03) (hash(x)=73148801)
|
| 191 |
+
1570 train 4.264351 (lr=1.3484e-03) (hash(x)=74661859)
|
| 192 |
+
1580 train 4.416093 (lr=1.3475e-03) (hash(x)=85484059)
|
| 193 |
+
1590 train 4.530247 (lr=1.3465e-03) (hash(x)=72848788)
|
| 194 |
+
1600 val loss 4.3308
|
| 195 |
+
1600 val perplexity 76.0084
|
| 196 |
+
1600 train 4.339680 (lr=1.3455e-03) (hash(x)=79468408)
|
| 197 |
+
1610 train 4.349786 (lr=1.3446e-03) (hash(x)=78654805)
|
| 198 |
+
1620 train 4.389883 (lr=1.3436e-03) (hash(x)=72348939)
|
| 199 |
+
1630 train 4.433557 (lr=1.3426e-03) (hash(x)=74107545)
|
| 200 |
+
1640 train 4.505174 (lr=1.3416e-03) (hash(x)=75470148)
|
| 201 |
+
1650 train 4.398847 (lr=1.3406e-03) (hash(x)=74478093)
|
| 202 |
+
1660 train 4.294458 (lr=1.3395e-03) (hash(x)=74077733)
|
| 203 |
+
1670 train 4.214479 (lr=1.3385e-03) (hash(x)=60922881)
|
| 204 |
+
1680 train 4.457193 (lr=1.3375e-03) (hash(x)=79401992)
|
| 205 |
+
1690 train 4.400383 (lr=1.3364e-03) (hash(x)=75405453)
|
| 206 |
+
1700 val loss 4.3382
|
| 207 |
+
1700 val perplexity 76.5683
|
| 208 |
+
1700 train 4.341522 (lr=1.3354e-03) (hash(x)=67378635)
|
| 209 |
+
1710 train 4.258157 (lr=1.3343e-03) (hash(x)=74327780)
|
| 210 |
+
1720 train 4.438821 (lr=1.3332e-03) (hash(x)=83288144)
|
| 211 |
+
1730 train 4.175040 (lr=1.3321e-03) (hash(x)=68094391)
|
| 212 |
+
1740 train 4.234889 (lr=1.3311e-03) (hash(x)=74943031)
|
| 213 |
+
1750 train 4.278042 (lr=1.3300e-03) (hash(x)=77148592)
|
| 214 |
+
1760 train 4.256920 (lr=1.3289e-03) (hash(x)=71352508)
|
| 215 |
+
1770 train 4.271409 (lr=1.3278e-03) (hash(x)=73819276)
|
| 216 |
+
1780 train 4.167296 (lr=1.3266e-03) (hash(x)=75338495)
|
| 217 |
+
1790 train 4.357256 (lr=1.3255e-03) (hash(x)=100973274)
|
| 218 |
+
1800 val loss 4.3008
|
| 219 |
+
1800 val perplexity 73.7598
|
| 220 |
+
1800 train 4.385872 (lr=1.3244e-03) (hash(x)=82399749)
|
| 221 |
+
1810 train 4.395938 (lr=1.3232e-03) (hash(x)=80859117)
|
| 222 |
+
1820 train 4.436048 (lr=1.3221e-03) (hash(x)=74215317)
|
| 223 |
+
1830 train 4.298370 (lr=1.3209e-03) (hash(x)=73527133)
|
| 224 |
+
1840 train 4.457799 (lr=1.3197e-03) (hash(x)=70049534)
|
| 225 |
+
1850 train 4.183886 (lr=1.3186e-03) (hash(x)=71891328)
|
| 226 |
+
1860 train 4.436985 (lr=1.3174e-03) (hash(x)=76433977)
|
| 227 |
+
1870 train 4.410738 (lr=1.3162e-03) (hash(x)=69103302)
|
| 228 |
+
1880 train 4.422632 (lr=1.3150e-03) (hash(x)=73328951)
|
| 229 |
+
1890 train 4.183946 (lr=1.3138e-03) (hash(x)=77718295)
|
| 230 |
+
1900 val loss 4.2588
|
| 231 |
+
1900 val perplexity 70.7280
|
| 232 |
+
1900 train 4.359399 (lr=1.3126e-03) (hash(x)=74708596)
|
| 233 |
+
1910 train 4.323352 (lr=1.3113e-03) (hash(x)=80918764)
|
| 234 |
+
1920 train 4.254374 (lr=1.3101e-03) (hash(x)=77248658)
|
| 235 |
+
1930 train 4.355618 (lr=1.3089e-03) (hash(x)=73945895)
|
| 236 |
+
1940 train 4.231158 (lr=1.3076e-03) (hash(x)=72252382)
|
| 237 |
+
1950 train 4.277661 (lr=1.3064e-03) (hash(x)=87410072)
|
| 238 |
+
1960 train 4.329490 (lr=1.3051e-03) (hash(x)=79408896)
|
| 239 |
+
1970 train 4.124446 (lr=1.3038e-03) (hash(x)=78848496)
|
| 240 |
+
1980 train 4.195240 (lr=1.3026e-03) (hash(x)=77601406)
|
| 241 |
+
1990 train 4.151528 (lr=1.3013e-03) (hash(x)=71775143)
|
| 242 |
+
2000 val loss 4.2164
|
| 243 |
+
2000 val perplexity 67.7889
|
| 244 |
+
2000 train 4.237857 (lr=1.3000e-03) (hash(x)=73721824)
|
| 245 |
+
2010 train 4.196913 (lr=1.2987e-03) (hash(x)=74757670)
|
| 246 |
+
2020 train 4.242628 (lr=1.2974e-03) (hash(x)=86234926)
|
| 247 |
+
2030 train 4.444455 (lr=1.2961e-03) (hash(x)=69882050)
|
| 248 |
+
2040 train 4.167746 (lr=1.2947e-03) (hash(x)=81004021)
|
| 249 |
+
2050 train 4.073251 (lr=1.2934e-03) (hash(x)=75592124)
|
| 250 |
+
2060 train 3.989408 (lr=1.2921e-03) (hash(x)=74811474)
|
| 251 |
+
2070 train 4.180940 (lr=1.2907e-03) (hash(x)=76209571)
|
| 252 |
+
2080 train 4.127342 (lr=1.2894e-03) (hash(x)=74973104)
|
| 253 |
+
2090 train 4.187265 (lr=1.2880e-03) (hash(x)=74977086)
|
| 254 |
+
2100 val loss 4.2523
|
| 255 |
+
2100 val perplexity 70.2638
|
| 256 |
+
2100 train 4.148001 (lr=1.2866e-03) (hash(x)=79579234)
|
| 257 |
+
2110 train 4.085246 (lr=1.2853e-03) (hash(x)=73442407)
|
| 258 |
+
2120 train 4.268910 (lr=1.2839e-03) (hash(x)=80281222)
|
| 259 |
+
2130 train 4.206561 (lr=1.2825e-03) (hash(x)=83139613)
|
| 260 |
+
2140 train 4.273047 (lr=1.2811e-03) (hash(x)=69936205)
|
| 261 |
+
2150 train 4.309901 (lr=1.2797e-03) (hash(x)=74768225)
|
| 262 |
+
2160 train 4.326044 (lr=1.2783e-03) (hash(x)=67473891)
|
| 263 |
+
2170 train 4.286726 (lr=1.2768e-03) (hash(x)=80351641)
|
| 264 |
+
2180 train 4.286204 (lr=1.2754e-03) (hash(x)=76303033)
|
| 265 |
+
2190 train 4.220602 (lr=1.2740e-03) (hash(x)=73585511)
|
| 266 |
+
2200 val loss 4.1773
|
| 267 |
+
2200 val perplexity 65.1920
|
| 268 |
+
2200 train 4.153622 (lr=1.2725e-03) (hash(x)=73195726)
|
| 269 |
+
2210 train 4.306350 (lr=1.2711e-03) (hash(x)=80614640)
|
| 270 |
+
2220 train 4.064127 (lr=1.2696e-03) (hash(x)=73107823)
|
| 271 |
+
2230 train 4.142232 (lr=1.2682e-03) (hash(x)=78921188)
|
| 272 |
+
2240 train 4.171255 (lr=1.2667e-03) (hash(x)=82527812)
|
| 273 |
+
2250 train 4.083915 (lr=1.2652e-03) (hash(x)=75909041)
|
| 274 |
+
2260 train 4.259199 (lr=1.2637e-03) (hash(x)=75266897)
|
| 275 |
+
2270 train 4.196569 (lr=1.2622e-03) (hash(x)=74444372)
|
| 276 |
+
2280 train 4.062449 (lr=1.2607e-03) (hash(x)=71643352)
|
| 277 |
+
2290 train 4.254333 (lr=1.2592e-03) (hash(x)=73081122)
|
| 278 |
+
2300 val loss 4.1573
|
| 279 |
+
2300 val perplexity 63.8963
|
| 280 |
+
2300 train 4.021166 (lr=1.2577e-03) (hash(x)=73133506)
|
| 281 |
+
2310 train 4.092760 (lr=1.2562e-03) (hash(x)=73796905)
|
| 282 |
+
2320 train 4.074976 (lr=1.2547e-03) (hash(x)=79133958)
|
| 283 |
+
2330 train 4.088642 (lr=1.2531e-03) (hash(x)=79177833)
|
| 284 |
+
2340 train 4.129920 (lr=1.2516e-03) (hash(x)=72790081)
|
| 285 |
+
2350 train 4.104806 (lr=1.2500e-03) (hash(x)=65070947)
|
| 286 |
+
2360 train 4.260871 (lr=1.2485e-03) (hash(x)=73178485)
|
| 287 |
+
2370 train 4.214497 (lr=1.2469e-03) (hash(x)=71904548)
|
| 288 |
+
2380 train 4.039215 (lr=1.2453e-03) (hash(x)=73416656)
|
| 289 |
+
2390 train 4.184001 (lr=1.2438e-03) (hash(x)=71563647)
|
| 290 |
+
2400 val loss 4.1696
|
| 291 |
+
2400 val perplexity 64.6918
|
| 292 |
+
2400 train 4.256041 (lr=1.2422e-03) (hash(x)=82236758)
|
| 293 |
+
2410 train 4.055654 (lr=1.2406e-03) (hash(x)=76229570)
|
| 294 |
+
2420 train 4.273833 (lr=1.2390e-03) (hash(x)=71056939)
|
| 295 |
+
2430 train 4.123327 (lr=1.2374e-03) (hash(x)=76280968)
|
| 296 |
+
2440 train 3.874370 (lr=1.2358e-03) (hash(x)=84199966)
|
| 297 |
+
2450 train 4.297363 (lr=1.2341e-03) (hash(x)=84985998)
|
| 298 |
+
2460 train 4.018781 (lr=1.2325e-03) (hash(x)=94074119)
|
| 299 |
+
2470 train 4.245076 (lr=1.2309e-03) (hash(x)=81246200)
|
| 300 |
+
2480 train 4.190249 (lr=1.2293e-03) (hash(x)=76225235)
|
| 301 |
+
2490 train 4.118330 (lr=1.2276e-03) (hash(x)=76541445)
|
| 302 |
+
2500 val loss 4.1111
|
| 303 |
+
2500 val perplexity 61.0137
|
| 304 |
+
2500 train 4.189018 (lr=1.2260e-03) (hash(x)=77708978)
|
| 305 |
+
2510 train 4.055840 (lr=1.2243e-03) (hash(x)=75319253)
|
| 306 |
+
2520 train 4.090503 (lr=1.2226e-03) (hash(x)=67190186)
|
| 307 |
+
2530 train 4.268934 (lr=1.2210e-03) (hash(x)=82496813)
|
| 308 |
+
2540 train 4.035830 (lr=1.2193e-03) (hash(x)=78100449)
|
| 309 |
+
2550 train 4.101653 (lr=1.2176e-03) (hash(x)=80190873)
|
| 310 |
+
2560 train 4.011867 (lr=1.2159e-03) (hash(x)=77711923)
|
| 311 |
+
2570 train 4.124818 (lr=1.2142e-03) (hash(x)=79825674)
|
| 312 |
+
2580 train 3.981403 (lr=1.2125e-03) (hash(x)=77024199)
|
| 313 |
+
2590 train 4.052171 (lr=1.2108e-03) (hash(x)=72139372)
|
| 314 |
+
2600 val loss 4.1000
|
| 315 |
+
2600 val perplexity 60.3430
|
| 316 |
+
2600 train 4.012805 (lr=1.2091e-03) (hash(x)=71362290)
|
| 317 |
+
2610 train 4.151912 (lr=1.2073e-03) (hash(x)=80679759)
|
| 318 |
+
2620 train 3.979383 (lr=1.2056e-03) (hash(x)=75079422)
|
| 319 |
+
2630 train 4.078722 (lr=1.2039e-03) (hash(x)=70323867)
|
| 320 |
+
2640 train 3.983303 (lr=1.2021e-03) (hash(x)=81444590)
|
| 321 |
+
2650 train 4.013614 (lr=1.2004e-03) (hash(x)=71086644)
|
| 322 |
+
2660 train 3.951719 (lr=1.1986e-03) (hash(x)=73339459)
|
| 323 |
+
2670 train 4.122108 (lr=1.1969e-03) (hash(x)=74666974)
|
| 324 |
+
2680 train 4.158755 (lr=1.1951e-03) (hash(x)=79117538)
|
| 325 |
+
2690 train 4.154376 (lr=1.1933e-03) (hash(x)=65928715)
|
| 326 |
+
2700 val loss 4.0991
|
| 327 |
+
2700 val perplexity 60.2854
|
| 328 |
+
2700 train 4.155877 (lr=1.1916e-03) (hash(x)=79416673)
|
| 329 |
+
2710 train 3.995750 (lr=1.1898e-03) (hash(x)=65110265)
|
| 330 |
+
2720 train 4.216398 (lr=1.1880e-03) (hash(x)=60942352)
|
| 331 |
+
2730 train 4.181613 (lr=1.1862e-03) (hash(x)=68786492)
|
| 332 |
+
2740 train 4.064043 (lr=1.1844e-03) (hash(x)=71480596)
|
| 333 |
+
2750 train 4.032422 (lr=1.1826e-03) (hash(x)=84054551)
|
| 334 |
+
2760 train 3.992828 (lr=1.1807e-03) (hash(x)=94608646)
|
| 335 |
+
2770 train 4.076508 (lr=1.1789e-03) (hash(x)=73708388)
|
| 336 |
+
2780 train 3.999967 (lr=1.1771e-03) (hash(x)=88054328)
|
| 337 |
+
2790 train 4.164315 (lr=1.1753e-03) (hash(x)=88920089)
|
| 338 |
+
2800 val loss 4.0662
|
| 339 |
+
2800 val perplexity 58.3360
|
| 340 |
+
2800 train 4.063021 (lr=1.1734e-03) (hash(x)=80878641)
|
| 341 |
+
2810 train 4.100664 (lr=1.1716e-03) (hash(x)=71310778)
|
| 342 |
+
2820 train 4.092411 (lr=1.1697e-03) (hash(x)=69986577)
|
| 343 |
+
2830 train 4.069861 (lr=1.1679e-03) (hash(x)=78866280)
|
| 344 |
+
2840 train 4.156309 (lr=1.1660e-03) (hash(x)=84135925)
|
| 345 |
+
2850 train 4.160354 (lr=1.1641e-03) (hash(x)=74153539)
|
| 346 |
+
2860 train 4.053133 (lr=1.1623e-03) (hash(x)=74749949)
|
| 347 |
+
2870 train 4.126884 (lr=1.1604e-03) (hash(x)=72237368)
|
| 348 |
+
2880 train 3.974809 (lr=1.1585e-03) (hash(x)=77118077)
|
| 349 |
+
2890 train 4.085336 (lr=1.1566e-03) (hash(x)=73010418)
|
| 350 |
+
2900 val loss 4.0451
|
| 351 |
+
2900 val perplexity 57.1181
|
| 352 |
+
2900 train 3.974620 (lr=1.1547e-03) (hash(x)=70624604)
|
| 353 |
+
2910 train 3.980934 (lr=1.1528e-03) (hash(x)=72862034)
|
| 354 |
+
2920 train 3.907180 (lr=1.1509e-03) (hash(x)=74542687)
|
| 355 |
+
2930 train 4.107670 (lr=1.1490e-03) (hash(x)=71424119)
|
| 356 |
+
2940 train 4.006510 (lr=1.1471e-03) (hash(x)=68581990)
|
| 357 |
+
2950 train 4.025000 (lr=1.1451e-03) (hash(x)=75184497)
|
| 358 |
+
2960 train 4.158933 (lr=1.1432e-03) (hash(x)=79104818)
|
| 359 |
+
2970 train 3.950874 (lr=1.1413e-03) (hash(x)=75872591)
|
| 360 |
+
2980 train 4.023359 (lr=1.1393e-03) (hash(x)=78565892)
|
| 361 |
+
2990 train 3.979622 (lr=1.1374e-03) (hash(x)=77347407)
|
| 362 |
+
3000 val loss 4.0554
|
| 363 |
+
3000 val perplexity 57.7093
|
| 364 |
+
3000 train 3.970662 (lr=1.1354e-03) (hash(x)=73568709)
|
| 365 |
+
3010 train 3.954880 (lr=1.1335e-03) (hash(x)=83954777)
|
| 366 |
+
3020 train 3.950389 (lr=1.1315e-03) (hash(x)=91325052)
|
| 367 |
+
3030 train 4.194590 (lr=1.1295e-03) (hash(x)=73073624)
|
| 368 |
+
3040 train 4.012201 (lr=1.1276e-03) (hash(x)=78263491)
|
| 369 |
+
3050 train 4.064857 (lr=1.1256e-03) (hash(x)=75006046)
|
| 370 |
+
3060 train 3.803539 (lr=1.1236e-03) (hash(x)=77283473)
|
| 371 |
+
3070 train 4.170357 (lr=1.1216e-03) (hash(x)=70498330)
|
| 372 |
+
3080 train 4.018938 (lr=1.1196e-03) (hash(x)=74632023)
|
| 373 |
+
3090 train 4.015738 (lr=1.1176e-03) (hash(x)=71582163)
|
| 374 |
+
3100 val loss 4.0145
|
| 375 |
+
3100 val perplexity 55.3959
|
| 376 |
+
3100 train 4.004262 (lr=1.1156e-03) (hash(x)=76032144)
|
| 377 |
+
3110 train 4.084311 (lr=1.1136e-03) (hash(x)=79935326)
|
| 378 |
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3120 train 4.106364 (lr=1.1116e-03) (hash(x)=81668940)
|
| 379 |
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3130 train 4.025532 (lr=1.1096e-03) (hash(x)=81530706)
|
| 380 |
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3140 train 4.021307 (lr=1.1076e-03) (hash(x)=75958994)
|
| 381 |
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3150 train 4.107799 (lr=1.1055e-03) (hash(x)=70375358)
|
| 382 |
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3160 train 4.019825 (lr=1.1035e-03) (hash(x)=81742382)
|
| 383 |
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3170 train 4.010878 (lr=1.1015e-03) (hash(x)=73892129)
|
| 384 |
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3180 train 4.021301 (lr=1.0994e-03) (hash(x)=69584996)
|
| 385 |
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3190 train 4.008098 (lr=1.0974e-03) (hash(x)=74711675)
|
| 386 |
+
3200 val loss 4.0115
|
| 387 |
+
3200 val perplexity 55.2301
|
| 388 |
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3200 train 4.115763 (lr=1.0953e-03) (hash(x)=72943579)
|
| 389 |
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3210 train 4.075553 (lr=1.0933e-03) (hash(x)=76110656)
|
| 390 |
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3220 train 3.852217 (lr=1.0912e-03) (hash(x)=70203094)
|
| 391 |
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3230 train 4.013988 (lr=1.0891e-03) (hash(x)=60287090)
|
| 392 |
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3240 train 3.944180 (lr=1.0871e-03) (hash(x)=74302555)
|
| 393 |
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3250 train 4.044456 (lr=1.0850e-03) (hash(x)=72366702)
|
| 394 |
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3260 train 3.940692 (lr=1.0829e-03) (hash(x)=73014004)
|
| 395 |
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3270 train 3.835338 (lr=1.0808e-03) (hash(x)=75491051)
|
| 396 |
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3280 train 4.059203 (lr=1.0787e-03) (hash(x)=82821096)
|
| 397 |
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3290 train 3.885968 (lr=1.0767e-03) (hash(x)=77913090)
|
| 398 |
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3300 val loss 4.0132
|
| 399 |
+
3300 val perplexity 55.3231
|
| 400 |
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3300 train 4.033732 (lr=1.0746e-03) (hash(x)=72779327)
|
| 401 |
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3310 train 3.969360 (lr=1.0725e-03) (hash(x)=76032908)
|
| 402 |
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3320 train 3.841764 (lr=1.0703e-03) (hash(x)=66875476)
|
| 403 |
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3330 train 3.903355 (lr=1.0682e-03) (hash(x)=67498762)
|
| 404 |
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3340 train 4.037702 (lr=1.0661e-03) (hash(x)=77920169)
|
| 405 |
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3350 train 4.033425 (lr=1.0640e-03) (hash(x)=87527839)
|
| 406 |
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3360 train 3.854577 (lr=1.0619e-03) (hash(x)=78010101)
|
| 407 |
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3370 train 4.070465 (lr=1.0597e-03) (hash(x)=76688335)
|
| 408 |
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3380 train 4.061776 (lr=1.0576e-03) (hash(x)=80832602)
|
| 409 |
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3390 train 3.903405 (lr=1.0555e-03) (hash(x)=75944307)
|
| 410 |
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3400 val loss 3.9920
|
| 411 |
+
3400 val perplexity 54.1609
|
| 412 |
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3400 train 4.181395 (lr=1.0533e-03) (hash(x)=67516962)
|
| 413 |
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3410 train 4.043400 (lr=1.0512e-03) (hash(x)=72960118)
|
| 414 |
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3420 train 4.063179 (lr=1.0490e-03) (hash(x)=77405757)
|
| 415 |
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3430 train 4.098376 (lr=1.0469e-03) (hash(x)=76094785)
|
| 416 |
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3440 train 3.905484 (lr=1.0447e-03) (hash(x)=68336851)
|
| 417 |
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3450 train 3.896772 (lr=1.0426e-03) (hash(x)=71910579)
|
| 418 |
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3460 train 3.932227 (lr=1.0404e-03) (hash(x)=74170641)
|
| 419 |
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3470 train 4.038262 (lr=1.0382e-03) (hash(x)=75423851)
|
| 420 |
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3480 train 3.989763 (lr=1.0361e-03) (hash(x)=73367119)
|
| 421 |
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3490 train 3.861373 (lr=1.0339e-03) (hash(x)=75558326)
|
| 422 |
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3500 val loss 3.9833
|
| 423 |
+
3500 val perplexity 53.6950
|
| 424 |
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3500 train 3.875478 (lr=1.0317e-03) (hash(x)=69187503)
|
| 425 |
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3510 train 3.986794 (lr=1.0295e-03) (hash(x)=80052583)
|
| 426 |
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3520 train 3.971057 (lr=1.0273e-03) (hash(x)=73819848)
|
| 427 |
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3530 train 3.798421 (lr=1.0251e-03) (hash(x)=71358103)
|
| 428 |
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3540 train 3.957886 (lr=1.0230e-03) (hash(x)=95551988)
|
| 429 |
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3550 train 4.015412 (lr=1.0208e-03) (hash(x)=75088121)
|
| 430 |
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3560 train 4.014828 (lr=1.0186e-03) (hash(x)=80473866)
|
| 431 |
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3570 train 4.025586 (lr=1.0163e-03) (hash(x)=73228665)
|
| 432 |
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3580 train 3.921344 (lr=1.0141e-03) (hash(x)=76321895)
|
| 433 |
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3590 train 3.846807 (lr=1.0119e-03) (hash(x)=74530382)
|
| 434 |
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3600 val loss 3.9716
|
| 435 |
+
3600 val perplexity 53.0709
|
| 436 |
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3600 train 3.929642 (lr=1.0097e-03) (hash(x)=69686188)
|
| 437 |
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3610 train 3.961621 (lr=1.0075e-03) (hash(x)=66842873)
|
| 438 |
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3620 train 3.950438 (lr=1.0053e-03) (hash(x)=74921650)
|
| 439 |
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3630 train 3.851181 (lr=1.0030e-03) (hash(x)=79834656)
|
| 440 |
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3640 train 3.978228 (lr=1.0008e-03) (hash(x)=75122572)
|
| 441 |
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3650 train 3.910312 (lr=9.9857e-04) (hash(x)=77134480)
|
| 442 |
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3660 train 4.063187 (lr=9.9633e-04) (hash(x)=73027661)
|
| 443 |
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3670 train 4.123003 (lr=9.9409e-04) (hash(x)=85366911)
|
| 444 |
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3680 train 4.003402 (lr=9.9185e-04) (hash(x)=75873712)
|
| 445 |
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3690 train 4.092031 (lr=9.8960e-04) (hash(x)=81324159)
|
| 446 |
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3700 val loss 3.9557
|
| 447 |
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3700 val perplexity 52.2348
|
| 448 |
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3700 train 3.992060 (lr=9.8735e-04) (hash(x)=75354374)
|
| 449 |
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3710 train 4.037969 (lr=9.8510e-04) (hash(x)=73820036)
|
| 450 |
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3720 train 4.048768 (lr=9.8284e-04) (hash(x)=69279349)
|
| 451 |
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3730 train 4.013989 (lr=9.8058e-04) (hash(x)=76885056)
|
| 452 |
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3740 train 3.888714 (lr=9.7832e-04) (hash(x)=66083153)
|
| 453 |
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3750 train 3.888757 (lr=9.7605e-04) (hash(x)=82585096)
|
| 454 |
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3760 train 3.854025 (lr=9.7378e-04) (hash(x)=74734456)
|
| 455 |
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3770 train 3.855695 (lr=9.7151e-04) (hash(x)=74077986)
|
| 456 |
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3780 train 3.847320 (lr=9.6924e-04) (hash(x)=73794394)
|
| 457 |
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3790 train 3.879459 (lr=9.6696e-04) (hash(x)=75877136)
|
| 458 |
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3800 val loss 3.9426
|
| 459 |
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3800 val perplexity 51.5529
|
| 460 |
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3800 train 3.967906 (lr=9.6468e-04) (hash(x)=72150028)
|
| 461 |
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3810 train 4.063464 (lr=9.6240e-04) (hash(x)=77316418)
|
| 462 |
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3820 train 4.255959 (lr=9.6011e-04) (hash(x)=79951144)
|
| 463 |
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3830 train 3.940696 (lr=9.5782e-04) (hash(x)=72971714)
|
| 464 |
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3840 train 3.969411 (lr=9.5553e-04) (hash(x)=78168722)
|
| 465 |
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3850 train 3.804637 (lr=9.5324e-04) (hash(x)=72103764)
|
| 466 |
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3860 train 3.850130 (lr=9.5094e-04) (hash(x)=70399281)
|
| 467 |
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3870 train 4.033202 (lr=9.4864e-04) (hash(x)=71911595)
|
| 468 |
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3880 train 3.841239 (lr=9.4634e-04) (hash(x)=72034433)
|
| 469 |
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3890 train 3.836830 (lr=9.4404e-04) (hash(x)=73270524)
|
| 470 |
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3900 val loss 3.9377
|
| 471 |
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3900 val perplexity 51.3013
|
| 472 |
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3900 train 3.830778 (lr=9.4173e-04) (hash(x)=71934546)
|
| 473 |
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3910 train 3.987936 (lr=9.3942e-04) (hash(x)=78906659)
|
| 474 |
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3920 train 3.892256 (lr=9.3711e-04) (hash(x)=67852098)
|
| 475 |
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3930 train 3.849916 (lr=9.3479e-04) (hash(x)=75387628)
|
| 476 |
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3940 train 3.963380 (lr=9.3248e-04) (hash(x)=72407767)
|
| 477 |
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3950 train 3.810200 (lr=9.3016e-04) (hash(x)=66515238)
|
| 478 |
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3960 train 4.003397 (lr=9.2784e-04) (hash(x)=73337537)
|
| 479 |
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3970 train 3.995071 (lr=9.2551e-04) (hash(x)=74639467)
|
| 480 |
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3980 train 3.992195 (lr=9.2319e-04) (hash(x)=76044746)
|
| 481 |
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3990 train 4.008162 (lr=9.2086e-04) (hash(x)=71769001)
|
| 482 |
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4000 val loss 3.9154
|
| 483 |
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4000 val perplexity 50.1673
|
| 484 |
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4000 train 3.885686 (lr=9.1853e-04) (hash(x)=70257299)
|
| 485 |
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4010 train 3.935741 (lr=9.1620e-04) (hash(x)=71314416)
|
| 486 |
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4020 train 4.042789 (lr=9.1386e-04) (hash(x)=82315713)
|
| 487 |
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4030 train 3.985622 (lr=9.1152e-04) (hash(x)=65813944)
|
| 488 |
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4040 train 3.876420 (lr=9.0919e-04) (hash(x)=78277446)
|
| 489 |
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4050 train 3.927946 (lr=9.0684e-04) (hash(x)=77850258)
|
| 490 |
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4060 train 4.024888 (lr=9.0450e-04) (hash(x)=69511868)
|
| 491 |
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4070 train 3.847049 (lr=9.0216e-04) (hash(x)=77262761)
|
| 492 |
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4080 train 3.908839 (lr=8.9981e-04) (hash(x)=79691185)
|
| 493 |
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4090 train 3.725063 (lr=8.9746e-04) (hash(x)=74848196)
|
| 494 |
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4100 val loss 3.9142
|
| 495 |
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4100 val perplexity 50.1092
|
| 496 |
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4100 train 3.877695 (lr=8.9511e-04) (hash(x)=72761342)
|
| 497 |
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4110 train 3.975305 (lr=8.9276e-04) (hash(x)=58710996)
|
| 498 |
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4120 train 3.860022 (lr=8.9041e-04) (hash(x)=75794649)
|
| 499 |
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4130 train 3.975359 (lr=8.8805e-04) (hash(x)=72213336)
|
| 500 |
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4140 train 3.886427 (lr=8.8569e-04) (hash(x)=75842443)
|
| 501 |
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4150 train 3.798686 (lr=8.8333e-04) (hash(x)=70329458)
|
| 502 |
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4160 train 3.788982 (lr=8.8097e-04) (hash(x)=88536084)
|
| 503 |
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4170 train 3.940527 (lr=8.7861e-04) (hash(x)=76887790)
|
| 504 |
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4180 train 3.834532 (lr=8.7625e-04) (hash(x)=76755599)
|
| 505 |
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4190 train 3.838089 (lr=8.7388e-04) (hash(x)=71379783)
|
| 506 |
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4200 val loss 3.9132
|
| 507 |
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4200 val perplexity 50.0610
|
| 508 |
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4200 train 3.822760 (lr=8.7151e-04) (hash(x)=112576746)
|
| 509 |
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4210 train 3.747171 (lr=8.6915e-04) (hash(x)=77101027)
|
| 510 |
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4220 train 3.919739 (lr=8.6678e-04) (hash(x)=71607880)
|
| 511 |
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4230 train 3.825302 (lr=8.6440e-04) (hash(x)=72892070)
|
| 512 |
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4240 train 3.767149 (lr=8.6203e-04) (hash(x)=70967675)
|
| 513 |
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4250 train 3.867950 (lr=8.5966e-04) (hash(x)=75050831)
|
| 514 |
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4260 train 3.925073 (lr=8.5728e-04) (hash(x)=75249845)
|
| 515 |
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4270 train 3.920346 (lr=8.5491e-04) (hash(x)=82744946)
|
| 516 |
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4280 train 3.903028 (lr=8.5253e-04) (hash(x)=68857061)
|
| 517 |
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4290 train 3.884757 (lr=8.5015e-04) (hash(x)=80434125)
|
| 518 |
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4300 val loss 3.8945
|
| 519 |
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4300 val perplexity 49.1306
|
| 520 |
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4300 train 3.863431 (lr=8.4777e-04) (hash(x)=84624166)
|
| 521 |
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4310 train 3.782129 (lr=8.4539e-04) (hash(x)=60925156)
|
| 522 |
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4320 train 3.925793 (lr=8.4301e-04) (hash(x)=75956316)
|
| 523 |
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4330 train 3.844311 (lr=8.4062e-04) (hash(x)=74068056)
|
| 524 |
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4340 train 4.077273 (lr=8.3824e-04) (hash(x)=94977597)
|
| 525 |
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4350 train 3.969797 (lr=8.3585e-04) (hash(x)=71781944)
|
| 526 |
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4360 train 4.028651 (lr=8.3347e-04) (hash(x)=74308923)
|
| 527 |
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4370 train 3.876070 (lr=8.3108e-04) (hash(x)=76645666)
|
| 528 |
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4380 train 3.857038 (lr=8.2869e-04) (hash(x)=73326958)
|
| 529 |
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4390 train 3.838163 (lr=8.2630e-04) (hash(x)=74743749)
|
| 530 |
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4400 val loss 3.8829
|
| 531 |
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4400 val perplexity 48.5656
|
| 532 |
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4400 train 3.967121 (lr=8.2391e-04) (hash(x)=73116611)
|
| 533 |
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4410 train 3.744528 (lr=8.2152e-04) (hash(x)=68578568)
|
| 534 |
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4420 train 3.971103 (lr=8.1913e-04) (hash(x)=78085026)
|
| 535 |
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4430 train 3.864100 (lr=8.1674e-04) (hash(x)=71504765)
|
| 536 |
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4440 train 4.051152 (lr=8.1435e-04) (hash(x)=73163972)
|
| 537 |
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4450 train 3.873592 (lr=8.1195e-04) (hash(x)=81967324)
|
| 538 |
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4460 train 3.841782 (lr=8.0956e-04) (hash(x)=67796275)
|
| 539 |
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4470 train 3.865763 (lr=8.0716e-04) (hash(x)=75136849)
|
| 540 |
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4480 train 3.822582 (lr=8.0477e-04) (hash(x)=80109861)
|
| 541 |
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4490 train 3.753750 (lr=8.0237e-04) (hash(x)=72094345)
|
| 542 |
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4500 val loss 3.8746
|
| 543 |
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4500 val perplexity 48.1630
|
| 544 |
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4500 train 3.764498 (lr=7.9998e-04) (hash(x)=77660356)
|
| 545 |
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4510 train 3.747440 (lr=7.9758e-04) (hash(x)=71303771)
|
| 546 |
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4520 train 3.965457 (lr=7.9518e-04) (hash(x)=67353213)
|
| 547 |
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4530 train 3.587553 (lr=7.9279e-04) (hash(x)=91984280)
|
| 548 |
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4540 train 3.742611 (lr=7.9039e-04) (hash(x)=74918518)
|
| 549 |
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4550 train 3.835837 (lr=7.8799e-04) (hash(x)=80129084)
|
| 550 |
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4560 train 3.777633 (lr=7.8559e-04) (hash(x)=74762343)
|
| 551 |
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4570 train 3.743225 (lr=7.8319e-04) (hash(x)=83264256)
|
| 552 |
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4580 train 3.846176 (lr=7.8080e-04) (hash(x)=77701601)
|
| 553 |
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4590 train 3.778602 (lr=7.7840e-04) (hash(x)=72730921)
|
| 554 |
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4600 val loss 3.8652
|
| 555 |
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4600 val perplexity 47.7121
|
| 556 |
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4600 train 3.828789 (lr=7.7600e-04) (hash(x)=77801190)
|
| 557 |
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4610 train 3.891238 (lr=7.7360e-04) (hash(x)=64563241)
|
| 558 |
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4620 train 3.842094 (lr=7.7120e-04) (hash(x)=75462951)
|
| 559 |
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4630 train 3.882444 (lr=7.6880e-04) (hash(x)=74708327)
|
| 560 |
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4640 train 3.783543 (lr=7.6640e-04) (hash(x)=83297632)
|
| 561 |
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4650 train 3.894357 (lr=7.6400e-04) (hash(x)=81914758)
|
| 562 |
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4660 train 3.914593 (lr=7.6160e-04) (hash(x)=71367268)
|
| 563 |
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4670 train 3.801260 (lr=7.5920e-04) (hash(x)=73587555)
|
| 564 |
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4680 train 3.918172 (lr=7.5681e-04) (hash(x)=74734602)
|
| 565 |
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4690 train 4.008985 (lr=7.5441e-04) (hash(x)=77508704)
|
| 566 |
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4700 val loss 3.8518
|
| 567 |
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4700 val perplexity 47.0773
|
| 568 |
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4700 train 3.815714 (lr=7.5201e-04) (hash(x)=73228682)
|
| 569 |
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4710 train 3.837982 (lr=7.4961e-04) (hash(x)=73851956)
|
| 570 |
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4720 train 3.887956 (lr=7.4721e-04) (hash(x)=71244190)
|
| 571 |
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4730 train 3.654194 (lr=7.4482e-04) (hash(x)=74416580)
|
| 572 |
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4740 train 3.886899 (lr=7.4242e-04) (hash(x)=69259353)
|
| 573 |
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4750 train 3.853163 (lr=7.4002e-04) (hash(x)=77662887)
|
| 574 |
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4760 train 3.802109 (lr=7.3763e-04) (hash(x)=73001257)
|
| 575 |
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4770 train 3.746603 (lr=7.3523e-04) (hash(x)=81466432)
|
| 576 |
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4780 train 3.692114 (lr=7.3284e-04) (hash(x)=76710780)
|
| 577 |
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4790 train 3.833987 (lr=7.3044e-04) (hash(x)=72440698)
|
| 578 |
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4800 val loss 3.8527
|
| 579 |
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4800 val perplexity 47.1212
|
| 580 |
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4800 train 3.723619 (lr=7.2805e-04) (hash(x)=75002116)
|
| 581 |
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4810 train 3.777115 (lr=7.2565e-04) (hash(x)=84873693)
|
| 582 |
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4820 train 3.621597 (lr=7.2326e-04) (hash(x)=68563264)
|
| 583 |
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4830 train 3.740219 (lr=7.2087e-04) (hash(x)=76811982)
|
| 584 |
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4840 train 3.657794 (lr=7.1848e-04) (hash(x)=73763746)
|
| 585 |
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4850 train 3.869951 (lr=7.1609e-04) (hash(x)=72834169)
|
| 586 |
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4860 train 3.808547 (lr=7.1370e-04) (hash(x)=71420794)
|
| 587 |
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4870 train 3.927580 (lr=7.1131e-04) (hash(x)=82083784)
|
| 588 |
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4880 train 3.903363 (lr=7.0892e-04) (hash(x)=71399278)
|
| 589 |
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4890 train 3.969394 (lr=7.0653e-04) (hash(x)=80791916)
|
| 590 |
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4900 val loss 3.8337
|
| 591 |
+
4900 val perplexity 46.2311
|
| 592 |
+
4900 train 3.854835 (lr=7.0415e-04) (hash(x)=76275522)
|
| 593 |
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4910 train 4.006440 (lr=7.0176e-04) (hash(x)=73846113)
|
| 594 |
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4920 train 3.932277 (lr=6.9938e-04) (hash(x)=65906497)
|
| 595 |
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4930 train 3.731254 (lr=6.9699e-04) (hash(x)=74564994)
|
| 596 |
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4940 train 3.998323 (lr=6.9461e-04) (hash(x)=78282849)
|
| 597 |
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4950 train 3.823729 (lr=6.9223e-04) (hash(x)=75618079)
|
| 598 |
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4960 train 3.954535 (lr=6.8985e-04) (hash(x)=78308363)
|
| 599 |
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4970 train 3.826117 (lr=6.8747e-04) (hash(x)=81122810)
|
| 600 |
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4980 train 3.968577 (lr=6.8509e-04) (hash(x)=72474525)
|
| 601 |
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4990 train 3.821536 (lr=6.8272e-04) (hash(x)=71682033)
|
| 602 |
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5000 val loss 3.8176
|
| 603 |
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5000 val perplexity 45.4964
|
| 604 |
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5000 train 3.778444 (lr=6.8034e-04) (hash(x)=74751266)
|
| 605 |
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5010 train 3.835905 (lr=6.7797e-04) (hash(x)=71876255)
|
| 606 |
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5020 train 4.015388 (lr=6.7560e-04) (hash(x)=67006293)
|
| 607 |
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5030 train 3.826584 (lr=6.7322e-04) (hash(x)=55446837)
|
| 608 |
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5040 train 3.937929 (lr=6.7085e-04) (hash(x)=72139304)
|
| 609 |
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5050 train 3.918955 (lr=6.6849e-04) (hash(x)=72848819)
|
| 610 |
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5060 train 3.836163 (lr=6.6612e-04) (hash(x)=74756891)
|
| 611 |
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5070 train 3.830682 (lr=6.6375e-04) (hash(x)=71425192)
|
| 612 |
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5080 train 3.701489 (lr=6.6139e-04) (hash(x)=91717336)
|
| 613 |
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5090 train 3.710880 (lr=6.5903e-04) (hash(x)=78489482)
|
| 614 |
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5100 val loss 3.8167
|
| 615 |
+
5100 val perplexity 45.4531
|
| 616 |
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5100 train 3.705281 (lr=6.5667e-04) (hash(x)=102417092)
|
| 617 |
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5110 train 3.774787 (lr=6.5431e-04) (hash(x)=67631270)
|
| 618 |
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5120 train 3.766247 (lr=6.5195e-04) (hash(x)=70575439)
|
| 619 |
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5130 train 3.799153 (lr=6.4959e-04) (hash(x)=73933044)
|
| 620 |
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5140 train 3.667325 (lr=6.4724e-04) (hash(x)=75105935)
|
| 621 |
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5150 train 3.789569 (lr=6.4489e-04) (hash(x)=75662761)
|
| 622 |
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5160 train 3.781642 (lr=6.4254e-04) (hash(x)=77254705)
|
| 623 |
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5170 train 3.751958 (lr=6.4019e-04) (hash(x)=67051450)
|
| 624 |
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5180 train 3.584543 (lr=6.3784e-04) (hash(x)=69736129)
|
| 625 |
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5190 train 3.594507 (lr=6.3550e-04) (hash(x)=68256740)
|
| 626 |
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5200 val loss 3.8168
|
| 627 |
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5200 val perplexity 45.4606
|
| 628 |
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5200 train 3.559217 (lr=6.3316e-04) (hash(x)=69483022)
|
| 629 |
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5210 train 3.604229 (lr=6.3081e-04) (hash(x)=74805034)
|
| 630 |
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5220 train 3.591407 (lr=6.2848e-04) (hash(x)=75297212)
|
| 631 |
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5230 train 3.515170 (lr=6.2614e-04) (hash(x)=69772814)
|
| 632 |
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5240 train 3.630870 (lr=6.2380e-04) (hash(x)=72164549)
|
| 633 |
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5250 train 3.483792 (lr=6.2147e-04) (hash(x)=73896592)
|
| 634 |
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5260 train 3.632141 (lr=6.1914e-04) (hash(x)=75901314)
|
| 635 |
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5270 train 3.503164 (lr=6.1681e-04) (hash(x)=76054156)
|
| 636 |
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5280 train 3.849838 (lr=6.1449e-04) (hash(x)=85568643)
|
| 637 |
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5290 train 3.880060 (lr=6.1216e-04) (hash(x)=84053592)
|
| 638 |
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5300 val loss 3.8007
|
| 639 |
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5300 val perplexity 44.7305
|
| 640 |
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5300 train 3.774042 (lr=6.0984e-04) (hash(x)=73135718)
|
| 641 |
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5310 train 3.921485 (lr=6.0752e-04) (hash(x)=73149116)
|
| 642 |
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5320 train 3.890686 (lr=6.0521e-04) (hash(x)=77101540)
|
| 643 |
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5330 train 3.726930 (lr=6.0289e-04) (hash(x)=84274756)
|
| 644 |
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5340 train 3.754840 (lr=6.0058e-04) (hash(x)=74181619)
|
| 645 |
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5350 train 3.639080 (lr=5.9827e-04) (hash(x)=69664265)
|
| 646 |
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5360 train 3.873178 (lr=5.9596e-04) (hash(x)=68837592)
|
| 647 |
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5370 train 3.798954 (lr=5.9366e-04) (hash(x)=75148213)
|
| 648 |
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5380 train 3.895877 (lr=5.9136e-04) (hash(x)=68908917)
|
| 649 |
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5390 train 3.850991 (lr=5.8906e-04) (hash(x)=72753463)
|
| 650 |
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5400 val loss 3.7810
|
| 651 |
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5400 val perplexity 43.8586
|
| 652 |
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5400 train 3.749129 (lr=5.8676e-04) (hash(x)=69948122)
|
| 653 |
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5410 train 3.660287 (lr=5.8447e-04) (hash(x)=74530436)
|
| 654 |
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5420 train 3.824893 (lr=5.8218e-04) (hash(x)=67532641)
|
| 655 |
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5430 train 3.798412 (lr=5.7989e-04) (hash(x)=77416323)
|
| 656 |
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5440 train 3.777107 (lr=5.7760e-04) (hash(x)=77450277)
|
| 657 |
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5450 train 3.701837 (lr=5.7532e-04) (hash(x)=69637629)
|
| 658 |
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5460 train 3.748670 (lr=5.7304e-04) (hash(x)=77134731)
|
| 659 |
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5470 train 3.878119 (lr=5.7076e-04) (hash(x)=72637484)
|
| 660 |
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5480 train 3.823482 (lr=5.6849e-04) (hash(x)=76342282)
|
| 661 |
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5490 train 3.745006 (lr=5.6622e-04) (hash(x)=74794888)
|
| 662 |
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5500 val loss 3.7793
|
| 663 |
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5500 val perplexity 43.7864
|
| 664 |
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5500 train 3.738924 (lr=5.6395e-04) (hash(x)=70491787)
|
| 665 |
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5510 train 3.766233 (lr=5.6168e-04) (hash(x)=73673009)
|
| 666 |
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5520 train 3.704779 (lr=5.5942e-04) (hash(x)=73134241)
|
| 667 |
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5530 train 3.706710 (lr=5.5716e-04) (hash(x)=80260202)
|
| 668 |
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5540 train 3.742632 (lr=5.5490e-04) (hash(x)=75403578)
|
| 669 |
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5550 train 3.667290 (lr=5.5265e-04) (hash(x)=65589999)
|
| 670 |
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5560 train 3.751736 (lr=5.5040e-04) (hash(x)=71523917)
|
| 671 |
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5570 train 3.648241 (lr=5.4815e-04) (hash(x)=71871396)
|
| 672 |
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5580 train 3.461463 (lr=5.4591e-04) (hash(x)=77446225)
|
| 673 |
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5590 train 3.475391 (lr=5.4367e-04) (hash(x)=79892116)
|
| 674 |
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5600 val loss 3.7859
|
| 675 |
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5600 val perplexity 44.0733
|
| 676 |
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5600 train 3.700331 (lr=5.4143e-04) (hash(x)=72893174)
|
| 677 |
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5610 train 3.534003 (lr=5.3920e-04) (hash(x)=74362751)
|
| 678 |
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5620 train 3.666277 (lr=5.3697e-04) (hash(x)=75125741)
|
| 679 |
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5630 train 3.544599 (lr=5.3474e-04) (hash(x)=74303205)
|
| 680 |
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5640 train 3.549058 (lr=5.3252e-04) (hash(x)=65727805)
|
| 681 |
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5650 train 3.631223 (lr=5.3030e-04) (hash(x)=79694849)
|
| 682 |
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5660 train 3.649204 (lr=5.2808e-04) (hash(x)=74705862)
|
| 683 |
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5670 train 3.625037 (lr=5.2587e-04) (hash(x)=74962821)
|
| 684 |
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5680 train 4.000886 (lr=5.2366e-04) (hash(x)=76748843)
|
| 685 |
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5690 train 3.845444 (lr=5.2145e-04) (hash(x)=72562868)
|
| 686 |
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5700 val loss 3.7757
|
| 687 |
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5700 val perplexity 43.6300
|
| 688 |
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5700 train 3.788968 (lr=5.1925e-04) (hash(x)=83245544)
|
| 689 |
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5710 train 3.706428 (lr=5.1705e-04) (hash(x)=76485320)
|
| 690 |
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5720 train 3.824124 (lr=5.1485e-04) (hash(x)=75340650)
|
| 691 |
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5730 train 3.808181 (lr=5.1266e-04) (hash(x)=73202272)
|
| 692 |
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5740 train 3.787750 (lr=5.1047e-04) (hash(x)=75623558)
|
| 693 |
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5750 train 3.805197 (lr=5.0829e-04) (hash(x)=73893861)
|
| 694 |
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5760 train 3.777469 (lr=5.0611e-04) (hash(x)=78314196)
|
| 695 |
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5770 train 3.789562 (lr=5.0393e-04) (hash(x)=72732120)
|
| 696 |
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5780 train 3.775733 (lr=5.0176e-04) (hash(x)=79236217)
|
| 697 |
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5790 train 3.759450 (lr=4.9959e-04) (hash(x)=82223910)
|
| 698 |
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5800 val loss 3.7565
|
| 699 |
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5800 val perplexity 42.7965
|
| 700 |
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5800 train 3.774546 (lr=4.9743e-04) (hash(x)=71077079)
|
| 701 |
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5810 train 3.773899 (lr=4.9526e-04) (hash(x)=82793170)
|
| 702 |
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5820 train 3.765761 (lr=4.9311e-04) (hash(x)=100985291)
|
| 703 |
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5830 train 3.771655 (lr=4.9095e-04) (hash(x)=74375677)
|
| 704 |
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5840 train 3.900134 (lr=4.8881e-04) (hash(x)=71221972)
|
| 705 |
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5850 train 3.681459 (lr=4.8666e-04) (hash(x)=72588583)
|
| 706 |
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5860 train 3.767431 (lr=4.8452e-04) (hash(x)=88719929)
|
| 707 |
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5870 train 3.743673 (lr=4.8238e-04) (hash(x)=73369246)
|
| 708 |
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5880 train 3.798212 (lr=4.8025e-04) (hash(x)=73331315)
|
| 709 |
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5890 train 3.765932 (lr=4.7812e-04) (hash(x)=53449512)
|
| 710 |
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5900 val loss 3.7584
|
| 711 |
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5900 val perplexity 42.8793
|
| 712 |
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5900 train 3.654534 (lr=4.7600e-04) (hash(x)=75334660)
|
| 713 |
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5910 train 3.723772 (lr=4.7388e-04) (hash(x)=75037764)
|
| 714 |
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5920 train 3.796310 (lr=4.7176e-04) (hash(x)=72040912)
|
| 715 |
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5930 train 3.722481 (lr=4.6965e-04) (hash(x)=68296721)
|
| 716 |
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5940 train 3.682830 (lr=4.6755e-04) (hash(x)=72575829)
|
| 717 |
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5950 train 3.569261 (lr=4.6544e-04) (hash(x)=71274235)
|
| 718 |
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5960 train 3.759852 (lr=4.6335e-04) (hash(x)=70377631)
|
| 719 |
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5970 train 3.584262 (lr=4.6125e-04) (hash(x)=80434203)
|
| 720 |
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5980 train 3.455098 (lr=4.5916e-04) (hash(x)=71681516)
|
| 721 |
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5990 train 3.583311 (lr=4.5708e-04) (hash(x)=74917317)
|
| 722 |
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6000 val loss 3.7567
|
| 723 |
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6000 val perplexity 42.8078
|
| 724 |
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6000 train 3.504721 (lr=4.5500e-04) (hash(x)=69246326)
|
| 725 |
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6010 train 3.595223 (lr=4.5292e-04) (hash(x)=76209797)
|
| 726 |
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6020 train 3.697965 (lr=4.5085e-04) (hash(x)=77523561)
|
| 727 |
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6030 train 3.671243 (lr=4.4879e-04) (hash(x)=77066537)
|
| 728 |
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6040 train 3.641183 (lr=4.4673e-04) (hash(x)=81795462)
|
| 729 |
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6050 train 3.548830 (lr=4.4467e-04) (hash(x)=74328005)
|
| 730 |
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6060 train 3.557174 (lr=4.4262e-04) (hash(x)=76260120)
|
| 731 |
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6070 train 3.693014 (lr=4.4057e-04) (hash(x)=73864904)
|
| 732 |
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6080 train 3.657921 (lr=4.3853e-04) (hash(x)=83311739)
|
| 733 |
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6090 train 3.964921 (lr=4.3649e-04) (hash(x)=85943188)
|
| 734 |
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6100 val loss 3.7353
|
| 735 |
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6100 val perplexity 41.9024
|
| 736 |
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6100 train 3.630619 (lr=4.3446e-04) (hash(x)=70412657)
|
| 737 |
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6110 train 3.785141 (lr=4.3243e-04) (hash(x)=78569898)
|
| 738 |
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6120 train 3.837827 (lr=4.3041e-04) (hash(x)=53010374)
|
| 739 |
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6130 train 3.832522 (lr=4.2839e-04) (hash(x)=77387166)
|
| 740 |
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6140 train 3.818694 (lr=4.2637e-04) (hash(x)=68495380)
|
| 741 |
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6150 train 3.707014 (lr=4.2437e-04) (hash(x)=77674661)
|
| 742 |
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6160 train 3.782187 (lr=4.2236e-04) (hash(x)=73099224)
|
| 743 |
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6170 train 3.789567 (lr=4.2036e-04) (hash(x)=75550331)
|
| 744 |
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6180 train 3.854024 (lr=4.1837e-04) (hash(x)=70208558)
|
| 745 |
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6190 train 3.687845 (lr=4.1638e-04) (hash(x)=81474783)
|
| 746 |
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6200 val loss 3.7200
|
| 747 |
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6200 val perplexity 41.2630
|
| 748 |
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6200 train 3.686452 (lr=4.1440e-04) (hash(x)=72863420)
|
| 749 |
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6210 train 3.821372 (lr=4.1242e-04) (hash(x)=67338127)
|
| 750 |
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6220 train 3.746941 (lr=4.1045e-04) (hash(x)=72064676)
|
| 751 |
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6230 train 3.627480 (lr=4.0848e-04) (hash(x)=63929148)
|
| 752 |
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6240 train 3.660976 (lr=4.0652e-04) (hash(x)=75244700)
|
| 753 |
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6250 train 3.756036 (lr=4.0456e-04) (hash(x)=72131685)
|
| 754 |
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6260 train 3.828809 (lr=4.0261e-04) (hash(x)=77239186)
|
| 755 |
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6270 train 3.725954 (lr=4.0067e-04) (hash(x)=80827392)
|
| 756 |
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6280 train 3.690965 (lr=3.9873e-04) (hash(x)=68612370)
|
| 757 |
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6290 train 3.742420 (lr=3.9679e-04) (hash(x)=70664463)
|
| 758 |
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6300 val loss 3.7156
|
| 759 |
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6300 val perplexity 41.0852
|
| 760 |
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6300 train 3.686260 (lr=3.9486e-04) (hash(x)=73020224)
|
| 761 |
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6310 train 3.704697 (lr=3.9294e-04) (hash(x)=70614977)
|
| 762 |
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6320 train 3.697288 (lr=3.9102e-04) (hash(x)=76744877)
|
| 763 |
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6330 train 3.748580 (lr=3.8910e-04) (hash(x)=83384143)
|
| 764 |
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6340 train 3.601230 (lr=3.8719e-04) (hash(x)=72241681)
|
| 765 |
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6350 train 3.629720 (lr=3.8529e-04) (hash(x)=74037360)
|
| 766 |
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6360 train 3.468064 (lr=3.8339e-04) (hash(x)=70095163)
|
| 767 |
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6370 train 3.395054 (lr=3.8150e-04) (hash(x)=69510647)
|
| 768 |
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6380 train 3.564710 (lr=3.7962e-04) (hash(x)=74297517)
|
| 769 |
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6390 train 3.706028 (lr=3.7774e-04) (hash(x)=78058972)
|
| 770 |
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6400 val loss 3.7211
|
| 771 |
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6400 val perplexity 41.3094
|
| 772 |
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6400 train 3.612296 (lr=3.7586e-04) (hash(x)=82953514)
|
| 773 |
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6410 train 3.389762 (lr=3.7399e-04) (hash(x)=72289413)
|
| 774 |
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6420 train 3.527603 (lr=3.7213e-04) (hash(x)=66436985)
|
| 775 |
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6430 train 3.634292 (lr=3.7027e-04) (hash(x)=76842704)
|
| 776 |
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6440 train 3.582709 (lr=3.6842e-04) (hash(x)=77576509)
|
| 777 |
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6450 train 3.586757 (lr=3.6658e-04) (hash(x)=63757462)
|
| 778 |
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6460 train 3.354029 (lr=3.6474e-04) (hash(x)=74725544)
|
| 779 |
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6470 train 3.802495 (lr=3.6290e-04) (hash(x)=74976987)
|
| 780 |
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6480 train 3.938939 (lr=3.6108e-04) (hash(x)=68415455)
|
| 781 |
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6490 train 3.736585 (lr=3.5925e-04) (hash(x)=75902883)
|
| 782 |
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6500 val loss 3.7055
|
| 783 |
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6500 val perplexity 40.6710
|
| 784 |
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6500 train 3.680727 (lr=3.5744e-04) (hash(x)=76888442)
|
| 785 |
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6510 train 3.781392 (lr=3.5563e-04) (hash(x)=73767111)
|
| 786 |
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6520 train 3.774084 (lr=3.5382e-04) (hash(x)=76218061)
|
| 787 |
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6530 train 3.739107 (lr=3.5203e-04) (hash(x)=76573241)
|
| 788 |
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6540 train 3.718171 (lr=3.5023e-04) (hash(x)=71980504)
|
| 789 |
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6550 train 3.774028 (lr=3.4845e-04) (hash(x)=77715451)
|
| 790 |
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6560 train 3.657356 (lr=3.4667e-04) (hash(x)=73772644)
|
| 791 |
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6570 train 3.726677 (lr=3.4489e-04) (hash(x)=70907139)
|
| 792 |
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6580 train 3.734878 (lr=3.4313e-04) (hash(x)=68045832)
|
| 793 |
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6590 train 3.749266 (lr=3.4137e-04) (hash(x)=75212157)
|
| 794 |
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6600 val loss 3.7018
|
| 795 |
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6600 val perplexity 40.5204
|
| 796 |
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6600 train 3.694598 (lr=3.3961e-04) (hash(x)=69232309)
|
| 797 |
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6610 train 3.673433 (lr=3.3786e-04) (hash(x)=67915539)
|
| 798 |
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6620 train 3.536473 (lr=3.3612e-04) (hash(x)=73942199)
|
| 799 |
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6630 train 3.712419 (lr=3.3438e-04) (hash(x)=71108653)
|
| 800 |
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6640 train 3.704979 (lr=3.3265e-04) (hash(x)=70766590)
|
| 801 |
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6650 train 3.584315 (lr=3.3093e-04) (hash(x)=69205319)
|
| 802 |
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6660 train 3.695248 (lr=3.2921e-04) (hash(x)=81026148)
|
| 803 |
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6670 train 3.621076 (lr=3.2750e-04) (hash(x)=77657830)
|
| 804 |
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6680 train 3.524972 (lr=3.2580e-04) (hash(x)=76483678)
|
| 805 |
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6690 train 3.584049 (lr=3.2410e-04) (hash(x)=71151306)
|
| 806 |
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6700 val loss 3.7020
|
| 807 |
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6700 val perplexity 40.5278
|
| 808 |
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6700 train 3.678775 (lr=3.2241e-04) (hash(x)=74577530)
|
| 809 |
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6710 train 3.565653 (lr=3.2072e-04) (hash(x)=69171643)
|
| 810 |
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6720 train 3.617409 (lr=3.1904e-04) (hash(x)=67250925)
|
| 811 |
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6730 train 3.595423 (lr=3.1737e-04) (hash(x)=68971618)
|
| 812 |
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6740 train 3.551506 (lr=3.1571e-04) (hash(x)=75990195)
|
| 813 |
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6750 train 3.655202 (lr=3.1405e-04) (hash(x)=84198679)
|
| 814 |
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6760 train 3.732120 (lr=3.1240e-04) (hash(x)=100211939)
|
| 815 |
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6770 train 3.756465 (lr=3.1075e-04) (hash(x)=70028335)
|
| 816 |
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6780 train 3.819086 (lr=3.0911e-04) (hash(x)=76176743)
|
| 817 |
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6790 train 3.896934 (lr=3.0748e-04) (hash(x)=75642962)
|
| 818 |
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6800 val loss 3.6856
|
| 819 |
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6800 val perplexity 39.8702
|
| 820 |
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6800 train 3.630347 (lr=3.0585e-04) (hash(x)=73064800)
|
| 821 |
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6810 train 3.736848 (lr=3.0423e-04) (hash(x)=71307839)
|
| 822 |
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6820 train 3.654453 (lr=3.0262e-04) (hash(x)=80361526)
|
| 823 |
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6830 train 3.673291 (lr=3.0102e-04) (hash(x)=74155886)
|
| 824 |
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6840 train 3.759528 (lr=2.9942e-04) (hash(x)=83498789)
|
| 825 |
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6850 train 3.865271 (lr=2.9783e-04) (hash(x)=72686972)
|
| 826 |
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6860 train 3.822212 (lr=2.9624e-04) (hash(x)=74835805)
|
| 827 |
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6870 train 3.748828 (lr=2.9466e-04) (hash(x)=74809435)
|
| 828 |
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6880 train 3.816219 (lr=2.9309e-04) (hash(x)=71911947)
|
| 829 |
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6890 train 3.686652 (lr=2.9153e-04) (hash(x)=70201693)
|
| 830 |
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6900 val loss 3.6792
|
| 831 |
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6900 val perplexity 39.6160
|
| 832 |
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6900 train 3.713596 (lr=2.8997e-04) (hash(x)=77162446)
|
| 833 |
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6910 train 3.831896 (lr=2.8842e-04) (hash(x)=60395458)
|
| 834 |
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6920 train 3.736101 (lr=2.8688e-04) (hash(x)=78466934)
|
| 835 |
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6930 train 3.724213 (lr=2.8534e-04) (hash(x)=80996788)
|
| 836 |
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6940 train 3.614672 (lr=2.8381e-04) (hash(x)=74634433)
|
| 837 |
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6950 train 3.739762 (lr=2.8229e-04) (hash(x)=69618707)
|
| 838 |
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6960 train 3.597714 (lr=2.8078e-04) (hash(x)=77936797)
|
| 839 |
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6970 train 3.604413 (lr=2.7927e-04) (hash(x)=78698749)
|
| 840 |
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6980 train 3.606887 (lr=2.7777e-04) (hash(x)=71152904)
|
| 841 |
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6990 train 3.718963 (lr=2.7627e-04) (hash(x)=78876720)
|
| 842 |
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7000 val loss 3.6747
|
| 843 |
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7000 val perplexity 39.4386
|
| 844 |
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7000 train 3.691628 (lr=2.7479e-04) (hash(x)=70500963)
|
| 845 |
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7010 train 3.659212 (lr=2.7331e-04) (hash(x)=75732988)
|
| 846 |
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7020 train 3.832793 (lr=2.7183e-04) (hash(x)=72655885)
|
| 847 |
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7030 train 3.541362 (lr=2.7037e-04) (hash(x)=75132388)
|
| 848 |
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7040 train 3.611767 (lr=2.6891e-04) (hash(x)=88674279)
|
| 849 |
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7050 train 3.584797 (lr=2.6746e-04) (hash(x)=73050510)
|
| 850 |
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7060 train 3.628935 (lr=2.6602e-04) (hash(x)=74850157)
|
| 851 |
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7070 train 3.623876 (lr=2.6458e-04) (hash(x)=80733840)
|
| 852 |
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7080 train 3.607394 (lr=2.6315e-04) (hash(x)=68592323)
|
| 853 |
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7090 train 3.549088 (lr=2.6173e-04) (hash(x)=74142615)
|
| 854 |
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7100 val loss 3.6749
|
| 855 |
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7100 val perplexity 39.4452
|
| 856 |
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7100 train 3.557771 (lr=2.6032e-04) (hash(x)=78220018)
|
| 857 |
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7110 train 3.559073 (lr=2.5891e-04) (hash(x)=68388633)
|
| 858 |
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7120 train 3.377791 (lr=2.5751e-04) (hash(x)=71391877)
|
| 859 |
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7130 train 3.689851 (lr=2.5612e-04) (hash(x)=80144529)
|
| 860 |
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7140 train 3.788820 (lr=2.5474e-04) (hash(x)=79507532)
|
| 861 |
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7150 train 3.691935 (lr=2.5336e-04) (hash(x)=76982262)
|
| 862 |
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7160 train 3.845235 (lr=2.5199e-04) (hash(x)=82516157)
|
| 863 |
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7170 train 3.603332 (lr=2.5063e-04) (hash(x)=72371860)
|
| 864 |
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7180 train 3.848937 (lr=2.4928e-04) (hash(x)=72376921)
|
| 865 |
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7190 train 3.699514 (lr=2.4793e-04) (hash(x)=81008418)
|
| 866 |
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7200 val loss 3.6588
|
| 867 |
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7200 val perplexity 38.8150
|
| 868 |
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7200 train 3.768717 (lr=2.4659e-04) (hash(x)=73818590)
|
| 869 |
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7210 train 3.735803 (lr=2.4526e-04) (hash(x)=71683916)
|
| 870 |
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7220 train 3.682644 (lr=2.4394e-04) (hash(x)=77659620)
|
| 871 |
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7230 train 3.732181 (lr=2.4262e-04) (hash(x)=79997614)
|
| 872 |
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7240 train 3.744857 (lr=2.4131e-04) (hash(x)=74054734)
|
| 873 |
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7250 train 3.834733 (lr=2.4001e-04) (hash(x)=84630195)
|
| 874 |
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7260 train 3.738304 (lr=2.3872e-04) (hash(x)=83833114)
|
| 875 |
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7270 train 3.651428 (lr=2.3743e-04) (hash(x)=78625868)
|
| 876 |
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7280 train 3.867038 (lr=2.3615e-04) (hash(x)=76859769)
|
| 877 |
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7290 train 3.663935 (lr=2.3488e-04) (hash(x)=77079387)
|
| 878 |
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7300 val loss 3.6538
|
| 879 |
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7300 val perplexity 38.6223
|
| 880 |
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7300 train 3.658094 (lr=2.3362e-04) (hash(x)=74181120)
|
| 881 |
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7310 train 3.728942 (lr=2.3237e-04) (hash(x)=72220366)
|
| 882 |
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7320 train 3.662348 (lr=2.3112e-04) (hash(x)=77955423)
|
| 883 |
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7330 train 3.701967 (lr=2.2988e-04) (hash(x)=75397467)
|
| 884 |
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7340 train 3.697631 (lr=2.2865e-04) (hash(x)=73697940)
|
| 885 |
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7350 train 3.599217 (lr=2.2743e-04) (hash(x)=83531555)
|
| 886 |
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7360 train 3.709046 (lr=2.2621e-04) (hash(x)=72009097)
|
| 887 |
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7370 train 3.657749 (lr=2.2500e-04) (hash(x)=76354441)
|
| 888 |
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7380 train 3.700727 (lr=2.2381e-04) (hash(x)=77219348)
|
| 889 |
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7390 train 3.497204 (lr=2.2261e-04) (hash(x)=79816131)
|
| 890 |
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7400 val loss 3.6522
|
| 891 |
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7400 val perplexity 38.5579
|
| 892 |
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7400 train 3.681549 (lr=2.2143e-04) (hash(x)=67942598)
|
| 893 |
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7410 train 3.703395 (lr=2.2025e-04) (hash(x)=67638178)
|
| 894 |
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7420 train 3.636333 (lr=2.1909e-04) (hash(x)=71682874)
|
| 895 |
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7430 train 3.499865 (lr=2.1793e-04) (hash(x)=71297263)
|
| 896 |
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7440 train 3.508817 (lr=2.1678e-04) (hash(x)=73903999)
|
| 897 |
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7450 train 3.619799 (lr=2.1563e-04) (hash(x)=74071685)
|
| 898 |
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7460 train 3.405374 (lr=2.1450e-04) (hash(x)=71088160)
|
| 899 |
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7470 train 3.398161 (lr=2.1337e-04) (hash(x)=74178017)
|
| 900 |
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7480 train 3.424115 (lr=2.1225e-04) (hash(x)=84610585)
|
| 901 |
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7490 train 3.598638 (lr=2.1114e-04) (hash(x)=67695236)
|
| 902 |
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7500 val loss 3.6542
|
| 903 |
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7500 val perplexity 38.6372
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| 904 |
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7500 train 3.536128 (lr=2.1003e-04) (hash(x)=72022604)
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| 905 |
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7510 train 3.578765 (lr=2.0894e-04) (hash(x)=78266706)
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| 906 |
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7520 train 3.672654 (lr=2.0785e-04) (hash(x)=72576417)
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| 907 |
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7530 train 3.887101 (lr=2.0677e-04) (hash(x)=71494052)
|
| 908 |
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7540 train 3.816981 (lr=2.0570e-04) (hash(x)=76071936)
|
| 909 |
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7550 train 3.686994 (lr=2.0464e-04) (hash(x)=78379534)
|
| 910 |
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7560 train 3.642784 (lr=2.0358e-04) (hash(x)=75712040)
|
| 911 |
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7570 train 3.637986 (lr=2.0254e-04) (hash(x)=83109134)
|
| 912 |
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7580 train 3.697557 (lr=2.0150e-04) (hash(x)=78846949)
|
| 913 |
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7590 train 3.783383 (lr=2.0047e-04) (hash(x)=63919123)
|
| 914 |
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7600 val loss 3.6413
|
| 915 |
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7600 val perplexity 38.1414
|
| 916 |
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7600 train 3.658424 (lr=1.9945e-04) (hash(x)=73563619)
|
| 917 |
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7610 train 3.721145 (lr=1.9844e-04) (hash(x)=79745028)
|
| 918 |
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7620 train 3.699767 (lr=1.9743e-04) (hash(x)=68113846)
|
| 919 |
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7630 train 3.678173 (lr=1.9643e-04) (hash(x)=70369067)
|
| 920 |
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7640 train 3.676894 (lr=1.9545e-04) (hash(x)=79635086)
|
| 921 |
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7650 train 3.597596 (lr=1.9447e-04) (hash(x)=77348303)
|
| 922 |
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7660 train 3.600773 (lr=1.9349e-04) (hash(x)=74939810)
|
| 923 |
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7670 train 3.730974 (lr=1.9253e-04) (hash(x)=77151692)
|
| 924 |
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7680 train 3.550768 (lr=1.9158e-04) (hash(x)=69543853)
|
| 925 |
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7690 train 3.790066 (lr=1.9063e-04) (hash(x)=75604567)
|
| 926 |
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7700 val loss 3.6359
|
| 927 |
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7700 val perplexity 37.9364
|
| 928 |
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7700 train 3.757467 (lr=1.8969e-04) (hash(x)=84362557)
|
| 929 |
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7710 train 3.700763 (lr=1.8876e-04) (hash(x)=71030514)
|
| 930 |
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7720 train 3.657194 (lr=1.8784e-04) (hash(x)=76132027)
|
| 931 |
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7730 train 3.702238 (lr=1.8693e-04) (hash(x)=77799943)
|
| 932 |
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7740 train 3.673486 (lr=1.8602e-04) (hash(x)=74951280)
|
| 933 |
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7750 train 3.699217 (lr=1.8513e-04) (hash(x)=73706939)
|
| 934 |
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7760 train 3.614076 (lr=1.8424e-04) (hash(x)=78667790)
|
| 935 |
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7770 train 3.721556 (lr=1.8336e-04) (hash(x)=72949775)
|
| 936 |
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7780 train 3.655546 (lr=1.8249e-04) (hash(x)=74537611)
|
| 937 |
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7790 train 3.608297 (lr=1.8163e-04) (hash(x)=72876060)
|
| 938 |
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7800 val loss 3.6352
|
| 939 |
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7800 val perplexity 37.9110
|
| 940 |
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7800 train 3.711815 (lr=1.8078e-04) (hash(x)=73302610)
|
| 941 |
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7810 train 3.465721 (lr=1.7993e-04) (hash(x)=66480452)
|
| 942 |
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7820 train 3.479512 (lr=1.7910e-04) (hash(x)=74833008)
|
| 943 |
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7830 train 3.501681 (lr=1.7827e-04) (hash(x)=66729619)
|
| 944 |
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7840 train 3.601382 (lr=1.7745e-04) (hash(x)=87861820)
|
| 945 |
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7850 train 3.408096 (lr=1.7664e-04) (hash(x)=73130610)
|
| 946 |
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7860 train 3.624389 (lr=1.7584e-04) (hash(x)=67874016)
|
| 947 |
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7870 train 3.412145 (lr=1.7504e-04) (hash(x)=70600131)
|
| 948 |
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7880 train 3.544292 (lr=1.7426e-04) (hash(x)=68990980)
|
| 949 |
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7890 train 3.502559 (lr=1.7348e-04) (hash(x)=79666741)
|
| 950 |
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7900 val loss 3.6367
|
| 951 |
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7900 val perplexity 37.9649
|
| 952 |
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7900 train 3.524320 (lr=1.7271e-04) (hash(x)=74072340)
|
| 953 |
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7910 train 3.585784 (lr=1.7196e-04) (hash(x)=80452381)
|
| 954 |
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7920 train 3.721328 (lr=1.7121e-04) (hash(x)=83292891)
|
| 955 |
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7930 train 3.609617 (lr=1.7046e-04) (hash(x)=80375639)
|
| 956 |
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7940 train 3.513196 (lr=1.6973e-04) (hash(x)=82765856)
|
| 957 |
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7950 train 3.601940 (lr=1.6901e-04) (hash(x)=72962177)
|
| 958 |
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7960 train 3.681541 (lr=1.6829e-04) (hash(x)=74551129)
|
| 959 |
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7970 train 3.770118 (lr=1.6759e-04) (hash(x)=89185352)
|
| 960 |
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7980 train 3.744188 (lr=1.6689e-04) (hash(x)=81338443)
|
| 961 |
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7990 train 3.531917 (lr=1.6620e-04) (hash(x)=83820810)
|
| 962 |
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8000 val loss 3.6274
|
| 963 |
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8000 val perplexity 37.6167
|
| 964 |
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8000 train 3.702232 (lr=1.6552e-04) (hash(x)=72329617)
|
| 965 |
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8010 train 3.685851 (lr=1.6485e-04) (hash(x)=82188069)
|
| 966 |
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8020 train 3.715370 (lr=1.6419e-04) (hash(x)=78460596)
|
| 967 |
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8030 train 3.628606 (lr=1.6353e-04) (hash(x)=76416474)
|
| 968 |
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8040 train 3.806722 (lr=1.6289e-04) (hash(x)=70629903)
|
| 969 |
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8050 train 3.599672 (lr=1.6225e-04) (hash(x)=76561819)
|
| 970 |
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8060 train 3.633317 (lr=1.6162e-04) (hash(x)=71993036)
|
| 971 |
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8070 train 3.800936 (lr=1.6100e-04) (hash(x)=73270928)
|
| 972 |
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8080 train 3.702070 (lr=1.6039e-04) (hash(x)=82402459)
|
| 973 |
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8090 train 3.736435 (lr=1.5979e-04) (hash(x)=67208853)
|
| 974 |
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8100 val loss 3.6228
|
| 975 |
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8100 val perplexity 37.4414
|
| 976 |
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8100 train 3.804675 (lr=1.5920e-04) (hash(x)=85981056)
|
| 977 |
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8110 train 3.760064 (lr=1.5862e-04) (hash(x)=77469728)
|
| 978 |
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8120 train 3.665158 (lr=1.5804e-04) (hash(x)=84702034)
|
| 979 |
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8130 train 3.555000 (lr=1.5748e-04) (hash(x)=96254798)
|
| 980 |
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8140 train 3.616427 (lr=1.5692e-04) (hash(x)=71865027)
|
| 981 |
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8150 train 3.593187 (lr=1.5637e-04) (hash(x)=79902920)
|
| 982 |
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8160 train 3.739484 (lr=1.5583e-04) (hash(x)=70307892)
|
| 983 |
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8170 train 3.616855 (lr=1.5530e-04) (hash(x)=73853567)
|
| 984 |
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8180 train 3.624122 (lr=1.5478e-04) (hash(x)=72321642)
|
| 985 |
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8190 train 3.642168 (lr=1.5427e-04) (hash(x)=82101781)
|
| 986 |
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8200 val loss 3.6208
|
| 987 |
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8200 val perplexity 37.3686
|
| 988 |
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8200 train 3.660584 (lr=1.5377e-04) (hash(x)=66290405)
|
| 989 |
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8210 train 3.542098 (lr=1.5327e-04) (hash(x)=69697952)
|
| 990 |
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8220 train 3.784667 (lr=1.5279e-04) (hash(x)=72618212)
|
| 991 |
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8230 train 3.537820 (lr=1.5231e-04) (hash(x)=76210758)
|
| 992 |
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8240 train 3.538558 (lr=1.5184e-04) (hash(x)=70820601)
|
| 993 |
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8250 train 3.611426 (lr=1.5138e-04) (hash(x)=75548154)
|
| 994 |
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8260 train 3.551512 (lr=1.5094e-04) (hash(x)=73211139)
|
| 995 |
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8270 train 3.606651 (lr=1.5049e-04) (hash(x)=82252960)
|
| 996 |
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8280 train 3.558560 (lr=1.5006e-04) (hash(x)=69408116)
|
| 997 |
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8290 train 3.724331 (lr=1.4964e-04) (hash(x)=74462098)
|
| 998 |
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8300 val loss 3.6204
|
| 999 |
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8300 val perplexity 37.3523
|
| 1000 |
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8300 train 3.731257 (lr=1.4923e-04) (hash(x)=79945329)
|
| 1001 |
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8310 train 3.485023 (lr=1.4882e-04) (hash(x)=82459712)
|
| 1002 |
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8320 train 3.665993 (lr=1.4843e-04) (hash(x)=81135573)
|
| 1003 |
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8330 train 3.640266 (lr=1.4804e-04) (hash(x)=69939721)
|
| 1004 |
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8340 train 3.584143 (lr=1.4766e-04) (hash(x)=84687517)
|
| 1005 |
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8350 train 3.552184 (lr=1.4729e-04) (hash(x)=77515837)
|
| 1006 |
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8360 train 3.555122 (lr=1.4693e-04) (hash(x)=72146536)
|
| 1007 |
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8370 train 3.600583 (lr=1.4658e-04) (hash(x)=73198063)
|
| 1008 |
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8380 train 3.601297 (lr=1.4624e-04) (hash(x)=68952542)
|
| 1009 |
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8390 train 3.637936 (lr=1.4591e-04) (hash(x)=74385341)
|
| 1010 |
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8400 val loss 3.6139
|
| 1011 |
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8400 val perplexity 37.1088
|
| 1012 |
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8400 train 3.456181 (lr=1.4559e-04) (hash(x)=65193622)
|
| 1013 |
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8410 train 3.699759 (lr=1.4527e-04) (hash(x)=66981351)
|
| 1014 |
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8420 train 3.591754 (lr=1.4497e-04) (hash(x)=97752378)
|
| 1015 |
+
8430 train 3.800407 (lr=1.4467e-04) (hash(x)=70936998)
|
| 1016 |
+
8440 train 3.710022 (lr=1.4438e-04) (hash(x)=71557836)
|
| 1017 |
+
8450 train 3.638443 (lr=1.4411e-04) (hash(x)=71340008)
|
| 1018 |
+
8460 train 3.689378 (lr=1.4384e-04) (hash(x)=69634745)
|
| 1019 |
+
8470 train 3.711257 (lr=1.4358e-04) (hash(x)=74224484)
|
| 1020 |
+
8480 train 3.663258 (lr=1.4333e-04) (hash(x)=75490845)
|
| 1021 |
+
8490 train 3.542517 (lr=1.4309e-04) (hash(x)=78619557)
|
| 1022 |
+
8500 val loss 3.6124
|
| 1023 |
+
8500 val perplexity 37.0539
|
| 1024 |
+
8500 train 3.557504 (lr=1.4285e-04) (hash(x)=70959421)
|
| 1025 |
+
8510 train 3.642726 (lr=1.4263e-04) (hash(x)=75975416)
|
| 1026 |
+
8520 train 3.353360 (lr=1.4241e-04) (hash(x)=76336317)
|
| 1027 |
+
8530 train 3.616197 (lr=1.4221e-04) (hash(x)=67836668)
|
| 1028 |
+
8540 train 3.580212 (lr=1.4201e-04) (hash(x)=71139919)
|
| 1029 |
+
8550 train 3.824033 (lr=1.4183e-04) (hash(x)=69476711)
|
| 1030 |
+
8560 train 3.572627 (lr=1.4165e-04) (hash(x)=75144101)
|
| 1031 |
+
8570 train 3.522046 (lr=1.4148e-04) (hash(x)=76246282)
|
| 1032 |
+
8580 train 3.621476 (lr=1.4132e-04) (hash(x)=69466257)
|
| 1033 |
+
8590 train 3.593442 (lr=1.4117e-04) (hash(x)=71601133)
|
| 1034 |
+
8600 val loss 3.6127
|
| 1035 |
+
8600 val perplexity 37.0656
|
| 1036 |
+
8600 train 3.560265 (lr=1.4103e-04) (hash(x)=72319507)
|
| 1037 |
+
8610 train 3.698308 (lr=1.4090e-04) (hash(x)=74618018)
|
| 1038 |
+
8620 train 3.548955 (lr=1.4077e-04) (hash(x)=76115665)
|
| 1039 |
+
8630 train 3.708197 (lr=1.4066e-04) (hash(x)=82063941)
|
| 1040 |
+
8640 train 3.675837 (lr=1.4055e-04) (hash(x)=79867543)
|
| 1041 |
+
8650 train 3.478401 (lr=1.4046e-04) (hash(x)=73802504)
|
| 1042 |
+
8660 train 3.584822 (lr=1.4037e-04) (hash(x)=74251531)
|
| 1043 |
+
8670 train 3.569309 (lr=1.4029e-04) (hash(x)=74637655)
|
| 1044 |
+
8680 train 3.660057 (lr=1.4022e-04) (hash(x)=82021614)
|
| 1045 |
+
8690 train 3.675864 (lr=1.4016e-04) (hash(x)=77938695)
|
| 1046 |
+
8700 val loss 3.6043
|
| 1047 |
+
8700 val perplexity 36.7569
|
| 1048 |
+
8700 train 3.712452 (lr=1.4011e-04) (hash(x)=72431581)
|
| 1049 |
+
8710 train 3.728469 (lr=1.4007e-04) (hash(x)=74875522)
|
| 1050 |
+
8720 train 3.667145 (lr=1.4004e-04) (hash(x)=69574551)
|
| 1051 |
+
8730 train 3.504078 (lr=1.4002e-04) (hash(x)=71568849)
|
| 1052 |
+
8740 train 3.744762 (lr=1.4000e-04) (hash(x)=77714444)
|
| 1053 |
+
8749 val loss 3.6038
|
| 1054 |
+
8749 val perplexity 36.7384
|
n_heads12_lr14e-4_total_batch_size61440_seed1339/model_08749.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:15bf69800f3f4c1047f5c1e2cda5145a18e8015c11594292e19de7f972feea22
|
| 3 |
+
size 498607490
|
n_heads12_lr14e-4_total_batch_size61440_seed1339/optimizer_08749.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:41094f24bc3ecf7e0f01276daf26c1a588650006452f05e1f5cbeb726cd6d216
|
| 3 |
+
size 990934406
|