Upload folder using huggingface_hub
Browse files- lr8e-4_total_batch_size61440_baseline_seed1339/args.json +1 -0
- lr8e-4_total_batch_size61440_baseline_seed1339/dataloader_08749.pt +3 -0
- lr8e-4_total_batch_size61440_baseline_seed1339/log2.txt +1054 -0
- lr8e-4_total_batch_size61440_baseline_seed1339/model_08749.pt +3 -0
- lr8e-4_total_batch_size61440_baseline_seed1339/optimizer_08749.pt +3 -0
lr8e-4_total_batch_size61440_baseline_seed1339/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_11/lr8e-4_total_batch_size61440_baseline_seed1339", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 4, "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": 120, "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": 0.0008, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "8e-4_61440", "n_embd": 256}
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lr8e-4_total_batch_size61440_baseline_seed1339/dataloader_08749.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:953385078aa3787b69fc6857dfd48b0a2cd2f4d27c6f8892e01211aca53d07f5
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size 964
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lr8e-4_total_batch_size61440_baseline_seed1339/log2.txt
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|
| 1 |
+
max_steps: 8750
|
| 2 |
+
0 val loss 11.2592
|
| 3 |
+
0 val perplexity 77590.4141
|
| 4 |
+
0 train 11.272774 (lr=1.6000e-06) (hash(x)=150724848)
|
| 5 |
+
10 train 10.245926 (lr=1.7600e-05) (hash(x)=149663361)
|
| 6 |
+
20 train 9.822400 (lr=3.3600e-05) (hash(x)=153483789)
|
| 7 |
+
30 train 9.564533 (lr=4.9600e-05) (hash(x)=145733176)
|
| 8 |
+
40 train 9.034535 (lr=6.5600e-05) (hash(x)=145287265)
|
| 9 |
+
50 train 8.581837 (lr=8.1600e-05) (hash(x)=149217061)
|
| 10 |
+
60 train 8.129409 (lr=9.7600e-05) (hash(x)=150157569)
|
| 11 |
+
70 train 7.794233 (lr=1.1360e-04) (hash(x)=140292841)
|
| 12 |
+
80 train 7.707448 (lr=1.2960e-04) (hash(x)=152157598)
|
| 13 |
+
90 train 7.538925 (lr=1.4560e-04) (hash(x)=149756968)
|
| 14 |
+
100 val loss 7.5200
|
| 15 |
+
100 val perplexity 1844.5479
|
| 16 |
+
100 train 7.475801 (lr=1.6160e-04) (hash(x)=149910534)
|
| 17 |
+
110 train 7.385913 (lr=1.7760e-04) (hash(x)=159020328)
|
| 18 |
+
120 train 7.322307 (lr=1.9360e-04) (hash(x)=150731273)
|
| 19 |
+
130 train 7.142769 (lr=2.0960e-04) (hash(x)=156727355)
|
| 20 |
+
140 train 7.171133 (lr=2.2560e-04) (hash(x)=166473281)
|
| 21 |
+
150 train 6.873593 (lr=2.4160e-04) (hash(x)=142185643)
|
| 22 |
+
160 train 6.863807 (lr=2.5760e-04) (hash(x)=151371145)
|
| 23 |
+
170 train 6.893668 (lr=2.7360e-04) (hash(x)=151601659)
|
| 24 |
+
180 train 6.718715 (lr=2.8960e-04) (hash(x)=153368917)
|
| 25 |
+
190 train 6.572965 (lr=3.0560e-04) (hash(x)=145008196)
|
| 26 |
+
200 val loss 6.7006
|
| 27 |
+
200 val perplexity 812.9152
|
| 28 |
+
200 train 6.599102 (lr=3.2160e-04) (hash(x)=148123706)
|
| 29 |
+
210 train 6.472252 (lr=3.3760e-04) (hash(x)=145714762)
|
| 30 |
+
220 train 6.468995 (lr=3.5360e-04) (hash(x)=150622583)
|
| 31 |
+
230 train 6.259478 (lr=3.6960e-04) (hash(x)=146512648)
|
| 32 |
+
240 train 6.294050 (lr=3.8560e-04) (hash(x)=151535384)
|
| 33 |
+
250 train 6.216956 (lr=4.0160e-04) (hash(x)=149952383)
|
| 34 |
+
260 train 6.123109 (lr=4.1760e-04) (hash(x)=148726088)
|
| 35 |
+
270 train 6.088806 (lr=4.3360e-04) (hash(x)=152776695)
|
| 36 |
+
280 train 6.128976 (lr=4.4960e-04) (hash(x)=157260375)
|
| 37 |
+
290 train 6.176296 (lr=4.6560e-04) (hash(x)=151559106)
|
| 38 |
+
300 val loss 6.2345
|
| 39 |
+
300 val perplexity 510.0543
|
| 40 |
+
300 train 5.969311 (lr=4.8160e-04) (hash(x)=146678221)
|
| 41 |
+
310 train 6.073006 (lr=4.9760e-04) (hash(x)=156713527)
|
| 42 |
+
320 train 6.133308 (lr=5.1360e-04) (hash(x)=144947971)
|
| 43 |
+
330 train 6.297166 (lr=5.2960e-04) (hash(x)=158684944)
|
| 44 |
+
340 train 6.161257 (lr=5.4560e-04) (hash(x)=162318756)
|
| 45 |
+
350 train 5.966339 (lr=5.6160e-04) (hash(x)=156180736)
|
| 46 |
+
360 train 6.142735 (lr=5.7760e-04) (hash(x)=178373797)
|
| 47 |
+
370 train 6.044660 (lr=5.9360e-04) (hash(x)=154389449)
|
| 48 |
+
380 train 5.882610 (lr=6.0960e-04) (hash(x)=150369080)
|
| 49 |
+
390 train 6.010149 (lr=6.2560e-04) (hash(x)=159840654)
|
| 50 |
+
400 val loss 5.8983
|
| 51 |
+
400 val perplexity 364.4337
|
| 52 |
+
400 train 5.810166 (lr=6.4160e-04) (hash(x)=151700982)
|
| 53 |
+
410 train 5.797544 (lr=6.5760e-04) (hash(x)=160467274)
|
| 54 |
+
420 train 5.707871 (lr=6.7360e-04) (hash(x)=148930522)
|
| 55 |
+
430 train 5.927991 (lr=6.8960e-04) (hash(x)=154565303)
|
| 56 |
+
440 train 5.887704 (lr=7.0560e-04) (hash(x)=148079227)
|
| 57 |
+
450 train 5.619516 (lr=7.2160e-04) (hash(x)=147288467)
|
| 58 |
+
460 train 5.638433 (lr=7.3760e-04) (hash(x)=145272617)
|
| 59 |
+
470 train 5.651437 (lr=7.5360e-04) (hash(x)=123126729)
|
| 60 |
+
480 train 5.613426 (lr=7.6960e-04) (hash(x)=156287490)
|
| 61 |
+
490 train 5.737548 (lr=7.8560e-04) (hash(x)=161700145)
|
| 62 |
+
500 val loss 5.6481
|
| 63 |
+
500 val perplexity 283.7534
|
| 64 |
+
500 train 5.760207 (lr=8.0000e-04) (hash(x)=156182087)
|
| 65 |
+
510 train 5.364035 (lr=8.0000e-04) (hash(x)=131674504)
|
| 66 |
+
520 train 5.667906 (lr=7.9999e-04) (hash(x)=162758254)
|
| 67 |
+
530 train 5.490379 (lr=7.9998e-04) (hash(x)=133510409)
|
| 68 |
+
540 train 5.480013 (lr=7.9996e-04) (hash(x)=157363914)
|
| 69 |
+
550 train 5.413898 (lr=7.9993e-04) (hash(x)=147861550)
|
| 70 |
+
560 train 5.360544 (lr=7.9991e-04) (hash(x)=149449280)
|
| 71 |
+
570 train 5.363545 (lr=7.9987e-04) (hash(x)=143899904)
|
| 72 |
+
580 train 5.341896 (lr=7.9983e-04) (hash(x)=149266312)
|
| 73 |
+
590 train 5.577617 (lr=7.9979e-04) (hash(x)=164352774)
|
| 74 |
+
600 val loss 5.4705
|
| 75 |
+
600 val perplexity 237.5689
|
| 76 |
+
600 train 5.338564 (lr=7.9974e-04) (hash(x)=149318660)
|
| 77 |
+
610 train 5.238789 (lr=7.9968e-04) (hash(x)=146101781)
|
| 78 |
+
620 train 5.189034 (lr=7.9962e-04) (hash(x)=137184623)
|
| 79 |
+
630 train 5.075717 (lr=7.9956e-04) (hash(x)=145791873)
|
| 80 |
+
640 train 5.097056 (lr=7.9949e-04) (hash(x)=143999212)
|
| 81 |
+
650 train 5.199197 (lr=7.9941e-04) (hash(x)=151631103)
|
| 82 |
+
660 train 4.962468 (lr=7.9933e-04) (hash(x)=138360108)
|
| 83 |
+
670 train 5.350170 (lr=7.9925e-04) (hash(x)=156637679)
|
| 84 |
+
680 train 4.987696 (lr=7.9915e-04) (hash(x)=143752601)
|
| 85 |
+
690 train 5.141695 (lr=7.9906e-04) (hash(x)=158368903)
|
| 86 |
+
700 val loss 5.3527
|
| 87 |
+
700 val perplexity 211.1805
|
| 88 |
+
700 train 5.349389 (lr=7.9896e-04) (hash(x)=150482428)
|
| 89 |
+
710 train 5.290276 (lr=7.9885e-04) (hash(x)=158085060)
|
| 90 |
+
720 train 5.366736 (lr=7.9874e-04) (hash(x)=159461069)
|
| 91 |
+
730 train 5.202476 (lr=7.9862e-04) (hash(x)=148795562)
|
| 92 |
+
740 train 5.220983 (lr=7.9850e-04) (hash(x)=149967984)
|
| 93 |
+
750 train 5.208473 (lr=7.9837e-04) (hash(x)=144458617)
|
| 94 |
+
760 train 5.249181 (lr=7.9824e-04) (hash(x)=155106202)
|
| 95 |
+
770 train 5.044078 (lr=7.9810e-04) (hash(x)=144506191)
|
| 96 |
+
780 train 5.193412 (lr=7.9796e-04) (hash(x)=155825158)
|
| 97 |
+
790 train 5.238680 (lr=7.9781e-04) (hash(x)=158835381)
|
| 98 |
+
800 val loss 5.1807
|
| 99 |
+
800 val perplexity 177.8089
|
| 100 |
+
800 train 5.125618 (lr=7.9765e-04) (hash(x)=143268605)
|
| 101 |
+
810 train 5.049448 (lr=7.9749e-04) (hash(x)=139072755)
|
| 102 |
+
820 train 5.186448 (lr=7.9733e-04) (hash(x)=179384792)
|
| 103 |
+
830 train 4.977615 (lr=7.9716e-04) (hash(x)=151086962)
|
| 104 |
+
840 train 5.597301 (lr=7.9699e-04) (hash(x)=142711393)
|
| 105 |
+
850 train 5.063047 (lr=7.9681e-04) (hash(x)=150817011)
|
| 106 |
+
860 train 4.995766 (lr=7.9662e-04) (hash(x)=138495801)
|
| 107 |
+
870 train 5.052045 (lr=7.9643e-04) (hash(x)=155474016)
|
| 108 |
+
880 train 5.058653 (lr=7.9624e-04) (hash(x)=151951501)
|
| 109 |
+
890 train 4.917627 (lr=7.9604e-04) (hash(x)=143699524)
|
| 110 |
+
900 val loss 5.0719
|
| 111 |
+
900 val perplexity 159.4818
|
| 112 |
+
900 train 5.065027 (lr=7.9583e-04) (hash(x)=152322423)
|
| 113 |
+
910 train 5.011721 (lr=7.9562e-04) (hash(x)=151010509)
|
| 114 |
+
920 train 4.795933 (lr=7.9541e-04) (hash(x)=148720342)
|
| 115 |
+
930 train 4.768640 (lr=7.9518e-04) (hash(x)=125869480)
|
| 116 |
+
940 train 5.010793 (lr=7.9496e-04) (hash(x)=150349503)
|
| 117 |
+
950 train 4.785191 (lr=7.9473e-04) (hash(x)=143574126)
|
| 118 |
+
960 train 4.969505 (lr=7.9449e-04) (hash(x)=146292562)
|
| 119 |
+
970 train 4.912924 (lr=7.9425e-04) (hash(x)=162256596)
|
| 120 |
+
980 train 4.859094 (lr=7.9400e-04) (hash(x)=137640259)
|
| 121 |
+
990 train 4.734047 (lr=7.9375e-04) (hash(x)=141767794)
|
| 122 |
+
1000 val loss 5.0022
|
| 123 |
+
1000 val perplexity 148.7356
|
| 124 |
+
1000 train 4.943435 (lr=7.9349e-04) (hash(x)=147904298)
|
| 125 |
+
1010 train 4.861160 (lr=7.9323e-04) (hash(x)=162239186)
|
| 126 |
+
1020 train 4.626260 (lr=7.9297e-04) (hash(x)=140706537)
|
| 127 |
+
1030 train 4.750134 (lr=7.9269e-04) (hash(x)=155556720)
|
| 128 |
+
1040 train 4.637603 (lr=7.9242e-04) (hash(x)=144746445)
|
| 129 |
+
1050 train 4.719503 (lr=7.9213e-04) (hash(x)=144719400)
|
| 130 |
+
1060 train 4.547071 (lr=7.9185e-04) (hash(x)=153065665)
|
| 131 |
+
1070 train 4.686386 (lr=7.9155e-04) (hash(x)=136468722)
|
| 132 |
+
1080 train 4.659657 (lr=7.9126e-04) (hash(x)=157674756)
|
| 133 |
+
1090 train 4.839837 (lr=7.9095e-04) (hash(x)=155882884)
|
| 134 |
+
1100 val loss 4.8999
|
| 135 |
+
1100 val perplexity 134.2810
|
| 136 |
+
1100 train 5.118608 (lr=7.9064e-04) (hash(x)=154343147)
|
| 137 |
+
1110 train 4.914001 (lr=7.9033e-04) (hash(x)=158582939)
|
| 138 |
+
1120 train 4.714669 (lr=7.9001e-04) (hash(x)=162479784)
|
| 139 |
+
1130 train 4.897726 (lr=7.8969e-04) (hash(x)=155704345)
|
| 140 |
+
1140 train 4.788340 (lr=7.8936e-04) (hash(x)=146934299)
|
| 141 |
+
1150 train 4.736755 (lr=7.8903e-04) (hash(x)=154372635)
|
| 142 |
+
1160 train 4.720962 (lr=7.8869e-04) (hash(x)=145536832)
|
| 143 |
+
1170 train 5.018084 (lr=7.8835e-04) (hash(x)=158785901)
|
| 144 |
+
1180 train 4.807900 (lr=7.8800e-04) (hash(x)=158271614)
|
| 145 |
+
1190 train 4.850050 (lr=7.8764e-04) (hash(x)=157365589)
|
| 146 |
+
1200 val loss 4.8191
|
| 147 |
+
1200 val perplexity 123.8540
|
| 148 |
+
1200 train 4.877159 (lr=7.8729e-04) (hash(x)=141843115)
|
| 149 |
+
1210 train 4.769855 (lr=7.8692e-04) (hash(x)=146807973)
|
| 150 |
+
1220 train 4.746709 (lr=7.8655e-04) (hash(x)=144149947)
|
| 151 |
+
1230 train 4.683541 (lr=7.8618e-04) (hash(x)=147869063)
|
| 152 |
+
1240 train 4.776947 (lr=7.8580e-04) (hash(x)=152217389)
|
| 153 |
+
1250 train 4.770141 (lr=7.8542e-04) (hash(x)=149417679)
|
| 154 |
+
1260 train 4.787346 (lr=7.8503e-04) (hash(x)=144029489)
|
| 155 |
+
1270 train 4.917655 (lr=7.8464e-04) (hash(x)=154328303)
|
| 156 |
+
1280 train 4.770100 (lr=7.8424e-04) (hash(x)=151625838)
|
| 157 |
+
1290 train 4.634686 (lr=7.8383e-04) (hash(x)=140270541)
|
| 158 |
+
1300 val loss 4.7562
|
| 159 |
+
1300 val perplexity 116.2985
|
| 160 |
+
1300 train 4.689701 (lr=7.8342e-04) (hash(x)=145279030)
|
| 161 |
+
1310 train 4.722775 (lr=7.8301e-04) (hash(x)=140279630)
|
| 162 |
+
1320 train 4.446221 (lr=7.8259e-04) (hash(x)=133642994)
|
| 163 |
+
1330 train 4.612603 (lr=7.8217e-04) (hash(x)=146634776)
|
| 164 |
+
1340 train 4.721035 (lr=7.8174e-04) (hash(x)=155919973)
|
| 165 |
+
1350 train 4.745049 (lr=7.8131e-04) (hash(x)=146363911)
|
| 166 |
+
1360 train 4.612625 (lr=7.8087e-04) (hash(x)=150613636)
|
| 167 |
+
1370 train 4.609677 (lr=7.8042e-04) (hash(x)=148536643)
|
| 168 |
+
1380 train 4.619076 (lr=7.7998e-04) (hash(x)=152803906)
|
| 169 |
+
1390 train 4.535807 (lr=7.7952e-04) (hash(x)=150383305)
|
| 170 |
+
1400 val loss 4.7323
|
| 171 |
+
1400 val perplexity 113.5543
|
| 172 |
+
1400 train 4.638844 (lr=7.7906e-04) (hash(x)=152507639)
|
| 173 |
+
1410 train 4.392365 (lr=7.7860e-04) (hash(x)=161841408)
|
| 174 |
+
1420 train 4.519206 (lr=7.7813e-04) (hash(x)=167824828)
|
| 175 |
+
1430 train 4.476690 (lr=7.7766e-04) (hash(x)=147696374)
|
| 176 |
+
1440 train 4.424263 (lr=7.7718e-04) (hash(x)=150085494)
|
| 177 |
+
1450 train 4.384748 (lr=7.7670e-04) (hash(x)=139296191)
|
| 178 |
+
1460 train 4.308630 (lr=7.7621e-04) (hash(x)=142956546)
|
| 179 |
+
1470 train 4.372282 (lr=7.7572e-04) (hash(x)=155908628)
|
| 180 |
+
1480 train 4.364110 (lr=7.7522e-04) (hash(x)=150893345)
|
| 181 |
+
1490 train 4.382466 (lr=7.7472e-04) (hash(x)=143548902)
|
| 182 |
+
1500 val loss 4.6704
|
| 183 |
+
1500 val perplexity 106.7408
|
| 184 |
+
1500 train 4.634660 (lr=7.7421e-04) (hash(x)=148473774)
|
| 185 |
+
1510 train 4.708790 (lr=7.7370e-04) (hash(x)=161631000)
|
| 186 |
+
1520 train 4.647066 (lr=7.7318e-04) (hash(x)=166217855)
|
| 187 |
+
1530 train 4.597146 (lr=7.7266e-04) (hash(x)=149440046)
|
| 188 |
+
1540 train 4.544404 (lr=7.7214e-04) (hash(x)=155013278)
|
| 189 |
+
1550 train 4.579974 (lr=7.7160e-04) (hash(x)=154130527)
|
| 190 |
+
1560 train 4.601164 (lr=7.7107e-04) (hash(x)=152138735)
|
| 191 |
+
1570 train 4.505819 (lr=7.7053e-04) (hash(x)=148128305)
|
| 192 |
+
1580 train 4.648543 (lr=7.6998e-04) (hash(x)=157176546)
|
| 193 |
+
1590 train 4.759646 (lr=7.6943e-04) (hash(x)=152935467)
|
| 194 |
+
1600 val loss 4.5978
|
| 195 |
+
1600 val perplexity 99.2686
|
| 196 |
+
1600 train 4.577094 (lr=7.6888e-04) (hash(x)=151117002)
|
| 197 |
+
1610 train 4.562826 (lr=7.6832e-04) (hash(x)=149883384)
|
| 198 |
+
1620 train 4.619254 (lr=7.6775e-04) (hash(x)=145015354)
|
| 199 |
+
1630 train 4.542802 (lr=7.6718e-04) (hash(x)=146717645)
|
| 200 |
+
1640 train 4.754841 (lr=7.6661e-04) (hash(x)=156372727)
|
| 201 |
+
1650 train 4.659436 (lr=7.6603e-04) (hash(x)=140261555)
|
| 202 |
+
1660 train 4.491565 (lr=7.6545e-04) (hash(x)=150088650)
|
| 203 |
+
1670 train 4.413221 (lr=7.6486e-04) (hash(x)=135943513)
|
| 204 |
+
1680 train 4.638790 (lr=7.6426e-04) (hash(x)=153529653)
|
| 205 |
+
1690 train 4.687901 (lr=7.6367e-04) (hash(x)=148930360)
|
| 206 |
+
1700 val loss 4.6019
|
| 207 |
+
1700 val perplexity 99.6720
|
| 208 |
+
1700 train 4.578386 (lr=7.6306e-04) (hash(x)=138011335)
|
| 209 |
+
1710 train 4.546149 (lr=7.6246e-04) (hash(x)=141383599)
|
| 210 |
+
1720 train 4.725561 (lr=7.6184e-04) (hash(x)=161449652)
|
| 211 |
+
1730 train 4.516419 (lr=7.6123e-04) (hash(x)=153923561)
|
| 212 |
+
1740 train 4.445590 (lr=7.6061e-04) (hash(x)=146043253)
|
| 213 |
+
1750 train 4.475410 (lr=7.5998e-04) (hash(x)=155720883)
|
| 214 |
+
1760 train 4.464515 (lr=7.5935e-04) (hash(x)=148222148)
|
| 215 |
+
1770 train 4.530339 (lr=7.5872e-04) (hash(x)=155712380)
|
| 216 |
+
1780 train 4.408880 (lr=7.5808e-04) (hash(x)=149767859)
|
| 217 |
+
1790 train 4.639216 (lr=7.5743e-04) (hash(x)=167214230)
|
| 218 |
+
1800 val loss 4.5695
|
| 219 |
+
1800 val perplexity 96.4922
|
| 220 |
+
1800 train 4.549855 (lr=7.5678e-04) (hash(x)=171180926)
|
| 221 |
+
1810 train 4.561873 (lr=7.5613e-04) (hash(x)=162375834)
|
| 222 |
+
1820 train 4.683563 (lr=7.5547e-04) (hash(x)=151495752)
|
| 223 |
+
1830 train 4.583334 (lr=7.5481e-04) (hash(x)=146532257)
|
| 224 |
+
1840 train 4.659523 (lr=7.5414e-04) (hash(x)=145694434)
|
| 225 |
+
1850 train 4.544674 (lr=7.5347e-04) (hash(x)=144823488)
|
| 226 |
+
1860 train 4.645030 (lr=7.5279e-04) (hash(x)=149836286)
|
| 227 |
+
1870 train 4.613966 (lr=7.5211e-04) (hash(x)=143935049)
|
| 228 |
+
1880 train 4.640106 (lr=7.5143e-04) (hash(x)=151786371)
|
| 229 |
+
1890 train 4.536320 (lr=7.5074e-04) (hash(x)=152892567)
|
| 230 |
+
1900 val loss 4.5268
|
| 231 |
+
1900 val perplexity 92.4584
|
| 232 |
+
1900 train 4.568473 (lr=7.5004e-04) (hash(x)=141769419)
|
| 233 |
+
1910 train 4.592987 (lr=7.4934e-04) (hash(x)=156914416)
|
| 234 |
+
1920 train 4.442967 (lr=7.4864e-04) (hash(x)=151573900)
|
| 235 |
+
1930 train 4.540367 (lr=7.4793e-04) (hash(x)=145121701)
|
| 236 |
+
1940 train 4.477437 (lr=7.4722e-04) (hash(x)=150896348)
|
| 237 |
+
1950 train 4.586665 (lr=7.4650e-04) (hash(x)=168797189)
|
| 238 |
+
1960 train 4.468393 (lr=7.4578e-04) (hash(x)=146711430)
|
| 239 |
+
1970 train 4.321590 (lr=7.4505e-04) (hash(x)=152180946)
|
| 240 |
+
1980 train 4.448318 (lr=7.4432e-04) (hash(x)=155542268)
|
| 241 |
+
1990 train 4.413014 (lr=7.4359e-04) (hash(x)=144668660)
|
| 242 |
+
2000 val loss 4.4875
|
| 243 |
+
2000 val perplexity 88.8971
|
| 244 |
+
2000 train 4.484056 (lr=7.4285e-04) (hash(x)=151963443)
|
| 245 |
+
2010 train 4.478916 (lr=7.4211e-04) (hash(x)=150810352)
|
| 246 |
+
2020 train 4.476051 (lr=7.4136e-04) (hash(x)=157539832)
|
| 247 |
+
2030 train 4.695871 (lr=7.4061e-04) (hash(x)=137858786)
|
| 248 |
+
2040 train 4.434136 (lr=7.3985e-04) (hash(x)=154270900)
|
| 249 |
+
2050 train 4.290129 (lr=7.3909e-04) (hash(x)=156252579)
|
| 250 |
+
2060 train 4.224801 (lr=7.3833e-04) (hash(x)=143285549)
|
| 251 |
+
2070 train 4.433332 (lr=7.3756e-04) (hash(x)=150542438)
|
| 252 |
+
2080 train 4.349329 (lr=7.3678e-04) (hash(x)=146290330)
|
| 253 |
+
2090 train 4.439387 (lr=7.3600e-04) (hash(x)=146486756)
|
| 254 |
+
2100 val loss 4.5148
|
| 255 |
+
2100 val perplexity 91.3602
|
| 256 |
+
2100 train 4.447355 (lr=7.3522e-04) (hash(x)=162947470)
|
| 257 |
+
2110 train 4.346252 (lr=7.3444e-04) (hash(x)=150305391)
|
| 258 |
+
2120 train 4.514754 (lr=7.3364e-04) (hash(x)=156452783)
|
| 259 |
+
2130 train 4.486069 (lr=7.3285e-04) (hash(x)=167481875)
|
| 260 |
+
2140 train 4.460458 (lr=7.3205e-04) (hash(x)=141782256)
|
| 261 |
+
2150 train 4.489695 (lr=7.3125e-04) (hash(x)=145035419)
|
| 262 |
+
2160 train 4.542157 (lr=7.3044e-04) (hash(x)=142000400)
|
| 263 |
+
2170 train 4.507618 (lr=7.2963e-04) (hash(x)=144229380)
|
| 264 |
+
2180 train 4.551351 (lr=7.2881e-04) (hash(x)=166204176)
|
| 265 |
+
2190 train 4.471841 (lr=7.2799e-04) (hash(x)=150712057)
|
| 266 |
+
2200 val loss 4.4530
|
| 267 |
+
2200 val perplexity 85.8821
|
| 268 |
+
2200 train 4.367837 (lr=7.2716e-04) (hash(x)=154954810)
|
| 269 |
+
2210 train 4.563277 (lr=7.2634e-04) (hash(x)=155668760)
|
| 270 |
+
2220 train 4.391463 (lr=7.2550e-04) (hash(x)=144834708)
|
| 271 |
+
2230 train 4.371978 (lr=7.2467e-04) (hash(x)=159744566)
|
| 272 |
+
2240 train 4.343382 (lr=7.2382e-04) (hash(x)=158543377)
|
| 273 |
+
2250 train 4.358026 (lr=7.2298e-04) (hash(x)=151004281)
|
| 274 |
+
2260 train 4.462659 (lr=7.2213e-04) (hash(x)=151242482)
|
| 275 |
+
2270 train 4.404618 (lr=7.2128e-04) (hash(x)=152056559)
|
| 276 |
+
2280 train 4.345529 (lr=7.2042e-04) (hash(x)=148864076)
|
| 277 |
+
2290 train 4.471915 (lr=7.1956e-04) (hash(x)=144294586)
|
| 278 |
+
2300 val loss 4.4409
|
| 279 |
+
2300 val perplexity 84.8514
|
| 280 |
+
2300 train 4.369696 (lr=7.1869e-04) (hash(x)=151878111)
|
| 281 |
+
2310 train 4.382298 (lr=7.1782e-04) (hash(x)=154139457)
|
| 282 |
+
2320 train 4.313839 (lr=7.1695e-04) (hash(x)=155571592)
|
| 283 |
+
2330 train 4.351645 (lr=7.1607e-04) (hash(x)=154823764)
|
| 284 |
+
2340 train 4.407782 (lr=7.1519e-04) (hash(x)=153252177)
|
| 285 |
+
2350 train 4.345878 (lr=7.1430e-04) (hash(x)=136051830)
|
| 286 |
+
2360 train 4.387623 (lr=7.1341e-04) (hash(x)=153814175)
|
| 287 |
+
2370 train 4.386446 (lr=7.1252e-04) (hash(x)=146391078)
|
| 288 |
+
2380 train 4.352433 (lr=7.1162e-04) (hash(x)=150782698)
|
| 289 |
+
2390 train 4.426336 (lr=7.1072e-04) (hash(x)=142752256)
|
| 290 |
+
2400 val loss 4.4495
|
| 291 |
+
2400 val perplexity 85.5858
|
| 292 |
+
2400 train 4.330253 (lr=7.0981e-04) (hash(x)=158661057)
|
| 293 |
+
2410 train 4.397495 (lr=7.0890e-04) (hash(x)=153611303)
|
| 294 |
+
2420 train 4.570627 (lr=7.0799e-04) (hash(x)=159508684)
|
| 295 |
+
2430 train 4.364119 (lr=7.0707e-04) (hash(x)=149501192)
|
| 296 |
+
2440 train 4.025926 (lr=7.0615e-04) (hash(x)=181177177)
|
| 297 |
+
2450 train 4.497195 (lr=7.0523e-04) (hash(x)=163664732)
|
| 298 |
+
2460 train 4.188496 (lr=7.0430e-04) (hash(x)=194527955)
|
| 299 |
+
2470 train 4.411254 (lr=7.0337e-04) (hash(x)=158088521)
|
| 300 |
+
2480 train 4.373590 (lr=7.0243e-04) (hash(x)=152865678)
|
| 301 |
+
2490 train 4.352432 (lr=7.0149e-04) (hash(x)=165703871)
|
| 302 |
+
2500 val loss 4.3975
|
| 303 |
+
2500 val perplexity 81.2446
|
| 304 |
+
2500 train 4.450110 (lr=7.0054e-04) (hash(x)=150925584)
|
| 305 |
+
2510 train 4.351538 (lr=6.9960e-04) (hash(x)=144406177)
|
| 306 |
+
2520 train 4.241173 (lr=6.9864e-04) (hash(x)=120133043)
|
| 307 |
+
2530 train 4.433339 (lr=6.9769e-04) (hash(x)=167900247)
|
| 308 |
+
2540 train 4.327187 (lr=6.9673e-04) (hash(x)=162599203)
|
| 309 |
+
2550 train 4.391118 (lr=6.9577e-04) (hash(x)=149328180)
|
| 310 |
+
2560 train 4.275068 (lr=6.9480e-04) (hash(x)=150049968)
|
| 311 |
+
2570 train 4.416946 (lr=6.9383e-04) (hash(x)=162876159)
|
| 312 |
+
2580 train 4.248622 (lr=6.9286e-04) (hash(x)=148260649)
|
| 313 |
+
2590 train 4.390316 (lr=6.9188e-04) (hash(x)=148998018)
|
| 314 |
+
2600 val loss 4.3849
|
| 315 |
+
2600 val perplexity 80.2274
|
| 316 |
+
2600 train 4.306809 (lr=6.9090e-04) (hash(x)=144515755)
|
| 317 |
+
2610 train 4.419702 (lr=6.8991e-04) (hash(x)=154455224)
|
| 318 |
+
2620 train 4.224682 (lr=6.8892e-04) (hash(x)=142920048)
|
| 319 |
+
2630 train 4.378064 (lr=6.8793e-04) (hash(x)=143931236)
|
| 320 |
+
2640 train 4.232391 (lr=6.8694e-04) (hash(x)=150983323)
|
| 321 |
+
2650 train 4.333903 (lr=6.8594e-04) (hash(x)=139360405)
|
| 322 |
+
2660 train 4.249875 (lr=6.8493e-04) (hash(x)=148850470)
|
| 323 |
+
2670 train 4.498496 (lr=6.8393e-04) (hash(x)=149929606)
|
| 324 |
+
2680 train 4.467369 (lr=6.8292e-04) (hash(x)=151673000)
|
| 325 |
+
2690 train 4.347357 (lr=6.8190e-04) (hash(x)=140631266)
|
| 326 |
+
2700 val loss 4.3795
|
| 327 |
+
2700 val perplexity 79.8007
|
| 328 |
+
2700 train 4.318307 (lr=6.8089e-04) (hash(x)=153109144)
|
| 329 |
+
2710 train 4.203733 (lr=6.7987e-04) (hash(x)=135332836)
|
| 330 |
+
2720 train 4.558447 (lr=6.7884e-04) (hash(x)=131611182)
|
| 331 |
+
2730 train 4.388696 (lr=6.7782e-04) (hash(x)=142909388)
|
| 332 |
+
2740 train 4.428222 (lr=6.7678e-04) (hash(x)=145593419)
|
| 333 |
+
2750 train 4.315254 (lr=6.7575e-04) (hash(x)=158225769)
|
| 334 |
+
2760 train 4.288288 (lr=6.7471e-04) (hash(x)=170509938)
|
| 335 |
+
2770 train 4.304924 (lr=6.7367e-04) (hash(x)=150785805)
|
| 336 |
+
2780 train 4.250027 (lr=6.7263e-04) (hash(x)=167281736)
|
| 337 |
+
2790 train 4.435450 (lr=6.7158e-04) (hash(x)=161660187)
|
| 338 |
+
2800 val loss 4.3557
|
| 339 |
+
2800 val perplexity 77.9251
|
| 340 |
+
2800 train 4.389541 (lr=6.7053e-04) (hash(x)=151152897)
|
| 341 |
+
2810 train 4.352497 (lr=6.6947e-04) (hash(x)=143172067)
|
| 342 |
+
2820 train 4.367549 (lr=6.6841e-04) (hash(x)=141569169)
|
| 343 |
+
2830 train 4.245612 (lr=6.6735e-04) (hash(x)=159709681)
|
| 344 |
+
2840 train 4.301286 (lr=6.6629e-04) (hash(x)=162552294)
|
| 345 |
+
2850 train 4.430515 (lr=6.6522e-04) (hash(x)=146762690)
|
| 346 |
+
2860 train 4.297157 (lr=6.6415e-04) (hash(x)=145729422)
|
| 347 |
+
2870 train 4.374395 (lr=6.6308e-04) (hash(x)=144360628)
|
| 348 |
+
2880 train 4.188087 (lr=6.6200e-04) (hash(x)=147737098)
|
| 349 |
+
2890 train 4.295529 (lr=6.6092e-04) (hash(x)=146849057)
|
| 350 |
+
2900 val loss 4.3367
|
| 351 |
+
2900 val perplexity 76.4581
|
| 352 |
+
2900 train 4.354200 (lr=6.5983e-04) (hash(x)=145800210)
|
| 353 |
+
2910 train 4.169558 (lr=6.5875e-04) (hash(x)=147316313)
|
| 354 |
+
2920 train 4.216280 (lr=6.5766e-04) (hash(x)=152595415)
|
| 355 |
+
2930 train 4.383364 (lr=6.5656e-04) (hash(x)=156542647)
|
| 356 |
+
2940 train 4.237524 (lr=6.5547e-04) (hash(x)=141183896)
|
| 357 |
+
2950 train 4.340014 (lr=6.5437e-04) (hash(x)=156329036)
|
| 358 |
+
2960 train 4.375528 (lr=6.5326e-04) (hash(x)=156717793)
|
| 359 |
+
2970 train 4.234772 (lr=6.5216e-04) (hash(x)=143949931)
|
| 360 |
+
2980 train 4.306321 (lr=6.5105e-04) (hash(x)=155067290)
|
| 361 |
+
2990 train 4.267857 (lr=6.4994e-04) (hash(x)=148774729)
|
| 362 |
+
3000 val loss 4.3547
|
| 363 |
+
3000 val perplexity 77.8438
|
| 364 |
+
3000 train 4.257525 (lr=6.4882e-04) (hash(x)=141997485)
|
| 365 |
+
3010 train 4.228309 (lr=6.4770e-04) (hash(x)=160762953)
|
| 366 |
+
3020 train 4.184501 (lr=6.4658e-04) (hash(x)=170341665)
|
| 367 |
+
3030 train 4.451117 (lr=6.4546e-04) (hash(x)=150722836)
|
| 368 |
+
3040 train 4.248068 (lr=6.4433e-04) (hash(x)=154243307)
|
| 369 |
+
3050 train 4.292173 (lr=6.4320e-04) (hash(x)=146077234)
|
| 370 |
+
3060 train 4.252038 (lr=6.4207e-04) (hash(x)=152125542)
|
| 371 |
+
3070 train 4.433154 (lr=6.4093e-04) (hash(x)=144149387)
|
| 372 |
+
3080 train 4.259621 (lr=6.3979e-04) (hash(x)=147508712)
|
| 373 |
+
3090 train 4.263323 (lr=6.3865e-04) (hash(x)=143583369)
|
| 374 |
+
3100 val loss 4.3086
|
| 375 |
+
3100 val perplexity 74.3375
|
| 376 |
+
3100 train 4.283150 (lr=6.3750e-04) (hash(x)=154049740)
|
| 377 |
+
3110 train 4.341687 (lr=6.3636e-04) (hash(x)=147054835)
|
| 378 |
+
3120 train 4.331788 (lr=6.3521e-04) (hash(x)=152468568)
|
| 379 |
+
3130 train 4.275879 (lr=6.3405e-04) (hash(x)=151635194)
|
| 380 |
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3140 train 4.237820 (lr=6.3290e-04) (hash(x)=150396274)
|
| 381 |
+
3150 train 4.285441 (lr=6.3174e-04) (hash(x)=141306267)
|
| 382 |
+
3160 train 4.240428 (lr=6.3058e-04) (hash(x)=151110762)
|
| 383 |
+
3170 train 4.315084 (lr=6.2941e-04) (hash(x)=146518875)
|
| 384 |
+
3180 train 4.199785 (lr=6.2825e-04) (hash(x)=139914401)
|
| 385 |
+
3190 train 4.211347 (lr=6.2708e-04) (hash(x)=161631880)
|
| 386 |
+
3200 val loss 4.3223
|
| 387 |
+
3200 val perplexity 75.3623
|
| 388 |
+
3200 train 4.233214 (lr=6.2590e-04) (hash(x)=150471842)
|
| 389 |
+
3210 train 4.301362 (lr=6.2473e-04) (hash(x)=147355138)
|
| 390 |
+
3220 train 4.097013 (lr=6.2355e-04) (hash(x)=138879678)
|
| 391 |
+
3230 train 4.205156 (lr=6.2237e-04) (hash(x)=123929679)
|
| 392 |
+
3240 train 4.269939 (lr=6.2119e-04) (hash(x)=157263734)
|
| 393 |
+
3250 train 4.280121 (lr=6.2000e-04) (hash(x)=148065539)
|
| 394 |
+
3260 train 4.197414 (lr=6.1881e-04) (hash(x)=138020742)
|
| 395 |
+
3270 train 4.060056 (lr=6.1762e-04) (hash(x)=142053611)
|
| 396 |
+
3280 train 4.220547 (lr=6.1643e-04) (hash(x)=155444784)
|
| 397 |
+
3290 train 4.044999 (lr=6.1523e-04) (hash(x)=148500315)
|
| 398 |
+
3300 val loss 4.3126
|
| 399 |
+
3300 val perplexity 74.6351
|
| 400 |
+
3300 train 4.274127 (lr=6.1403e-04) (hash(x)=149048126)
|
| 401 |
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3310 train 4.230175 (lr=6.1283e-04) (hash(x)=141680674)
|
| 402 |
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3320 train 4.171342 (lr=6.1163e-04) (hash(x)=143310642)
|
| 403 |
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3330 train 4.288915 (lr=6.1042e-04) (hash(x)=149891496)
|
| 404 |
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3340 train 4.236863 (lr=6.0921e-04) (hash(x)=151244609)
|
| 405 |
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3350 train 4.244311 (lr=6.0800e-04) (hash(x)=157158479)
|
| 406 |
+
3360 train 4.104171 (lr=6.0679e-04) (hash(x)=151709876)
|
| 407 |
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3370 train 4.254009 (lr=6.0557e-04) (hash(x)=145297090)
|
| 408 |
+
3380 train 4.268065 (lr=6.0435e-04) (hash(x)=154767881)
|
| 409 |
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3390 train 4.241918 (lr=6.0313e-04) (hash(x)=152600366)
|
| 410 |
+
3400 val loss 4.2918
|
| 411 |
+
3400 val perplexity 73.0968
|
| 412 |
+
3400 train 4.478643 (lr=6.0191e-04) (hash(x)=161261339)
|
| 413 |
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3410 train 4.230458 (lr=6.0068e-04) (hash(x)=146859162)
|
| 414 |
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3420 train 4.328227 (lr=5.9945e-04) (hash(x)=149276224)
|
| 415 |
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3430 train 4.334190 (lr=5.9822e-04) (hash(x)=155866933)
|
| 416 |
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3440 train 4.201931 (lr=5.9699e-04) (hash(x)=143191904)
|
| 417 |
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3450 train 4.416255 (lr=5.9576e-04) (hash(x)=156910661)
|
| 418 |
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3460 train 4.212954 (lr=5.9452e-04) (hash(x)=140850879)
|
| 419 |
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3470 train 4.433090 (lr=5.9328e-04) (hash(x)=162140445)
|
| 420 |
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3480 train 4.180176 (lr=5.9204e-04) (hash(x)=145607495)
|
| 421 |
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3490 train 4.187631 (lr=5.9080e-04) (hash(x)=152496121)
|
| 422 |
+
3500 val loss 4.2844
|
| 423 |
+
3500 val perplexity 72.5582
|
| 424 |
+
3500 train 4.154807 (lr=5.8955e-04) (hash(x)=157495564)
|
| 425 |
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3510 train 4.284398 (lr=5.8830e-04) (hash(x)=147657004)
|
| 426 |
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3520 train 4.250596 (lr=5.8705e-04) (hash(x)=152978060)
|
| 427 |
+
3530 train 4.188976 (lr=5.8580e-04) (hash(x)=146800180)
|
| 428 |
+
3540 train 4.262934 (lr=5.8454e-04) (hash(x)=195450444)
|
| 429 |
+
3550 train 4.244950 (lr=5.8329e-04) (hash(x)=151114129)
|
| 430 |
+
3560 train 4.227644 (lr=5.8203e-04) (hash(x)=143833190)
|
| 431 |
+
3570 train 4.032177 (lr=5.8077e-04) (hash(x)=146039971)
|
| 432 |
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3580 train 4.100389 (lr=5.7951e-04) (hash(x)=145172249)
|
| 433 |
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3590 train 4.020234 (lr=5.7824e-04) (hash(x)=159164125)
|
| 434 |
+
3600 val loss 4.2817
|
| 435 |
+
3600 val perplexity 72.3655
|
| 436 |
+
3600 train 4.261386 (lr=5.7697e-04) (hash(x)=144352932)
|
| 437 |
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3610 train 4.223984 (lr=5.7571e-04) (hash(x)=150550670)
|
| 438 |
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3620 train 4.349116 (lr=5.7443e-04) (hash(x)=147170125)
|
| 439 |
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3630 train 4.148612 (lr=5.7316e-04) (hash(x)=139473935)
|
| 440 |
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3640 train 4.137799 (lr=5.7189e-04) (hash(x)=159294424)
|
| 441 |
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3650 train 4.271544 (lr=5.7061e-04) (hash(x)=145943278)
|
| 442 |
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3660 train 4.315137 (lr=5.6933e-04) (hash(x)=141647872)
|
| 443 |
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3670 train 4.294239 (lr=5.6805e-04) (hash(x)=147109351)
|
| 444 |
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3680 train 4.321830 (lr=5.6677e-04) (hash(x)=140683368)
|
| 445 |
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3690 train 4.231912 (lr=5.6549e-04) (hash(x)=156276284)
|
| 446 |
+
3700 val loss 4.2653
|
| 447 |
+
3700 val perplexity 71.1882
|
| 448 |
+
3700 train 4.178625 (lr=5.6420e-04) (hash(x)=149389012)
|
| 449 |
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3710 train 4.312306 (lr=5.6291e-04) (hash(x)=142107929)
|
| 450 |
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3720 train 4.281901 (lr=5.6162e-04) (hash(x)=147828843)
|
| 451 |
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3730 train 4.349348 (lr=5.6033e-04) (hash(x)=141784679)
|
| 452 |
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3740 train 4.247544 (lr=5.5904e-04) (hash(x)=153375464)
|
| 453 |
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3750 train 4.191781 (lr=5.5774e-04) (hash(x)=153716001)
|
| 454 |
+
3760 train 4.152761 (lr=5.5645e-04) (hash(x)=146848822)
|
| 455 |
+
3770 train 4.113221 (lr=5.5515e-04) (hash(x)=148396782)
|
| 456 |
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3780 train 4.176365 (lr=5.5385e-04) (hash(x)=153563244)
|
| 457 |
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3790 train 4.089226 (lr=5.5255e-04) (hash(x)=160808734)
|
| 458 |
+
3800 val loss 4.2589
|
| 459 |
+
3800 val perplexity 70.7327
|
| 460 |
+
3800 train 4.282885 (lr=5.5125e-04) (hash(x)=146607620)
|
| 461 |
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3810 train 4.252675 (lr=5.4994e-04) (hash(x)=152580677)
|
| 462 |
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3820 train 4.604780 (lr=5.4864e-04) (hash(x)=144860879)
|
| 463 |
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3830 train 4.264771 (lr=5.4733e-04) (hash(x)=162099851)
|
| 464 |
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3840 train 4.221808 (lr=5.4602e-04) (hash(x)=159506855)
|
| 465 |
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3850 train 4.150459 (lr=5.4471e-04) (hash(x)=140022686)
|
| 466 |
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3860 train 4.219015 (lr=5.4340e-04) (hash(x)=152137850)
|
| 467 |
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3870 train 4.344110 (lr=5.4208e-04) (hash(x)=142666785)
|
| 468 |
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3880 train 4.193684 (lr=5.4077e-04) (hash(x)=148285868)
|
| 469 |
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3890 train 4.154398 (lr=5.3945e-04) (hash(x)=147910067)
|
| 470 |
+
3900 val loss 4.2583
|
| 471 |
+
3900 val perplexity 70.6884
|
| 472 |
+
3900 train 4.197559 (lr=5.3813e-04) (hash(x)=143754617)
|
| 473 |
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3910 train 4.187465 (lr=5.3681e-04) (hash(x)=154779949)
|
| 474 |
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3920 train 4.031582 (lr=5.3549e-04) (hash(x)=137824061)
|
| 475 |
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3930 train 4.007197 (lr=5.3417e-04) (hash(x)=136933373)
|
| 476 |
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3940 train 4.078381 (lr=5.3284e-04) (hash(x)=164054337)
|
| 477 |
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3950 train 4.270173 (lr=5.3152e-04) (hash(x)=155752984)
|
| 478 |
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3960 train 4.386187 (lr=5.3019e-04) (hash(x)=160957673)
|
| 479 |
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3970 train 4.256425 (lr=5.2886e-04) (hash(x)=157158690)
|
| 480 |
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3980 train 4.260518 (lr=5.2754e-04) (hash(x)=153282027)
|
| 481 |
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3990 train 4.293380 (lr=5.2620e-04) (hash(x)=152183510)
|
| 482 |
+
4000 val loss 4.2317
|
| 483 |
+
4000 val perplexity 68.8314
|
| 484 |
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4000 train 4.182569 (lr=5.2487e-04) (hash(x)=156930722)
|
| 485 |
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4010 train 4.176345 (lr=5.2354e-04) (hash(x)=150798740)
|
| 486 |
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4020 train 4.387137 (lr=5.2221e-04) (hash(x)=142632400)
|
| 487 |
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4030 train 4.284315 (lr=5.2087e-04) (hash(x)=173326287)
|
| 488 |
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4040 train 4.193781 (lr=5.1953e-04) (hash(x)=128797443)
|
| 489 |
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4050 train 4.180554 (lr=5.1820e-04) (hash(x)=146937792)
|
| 490 |
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4060 train 4.282646 (lr=5.1686e-04) (hash(x)=164579030)
|
| 491 |
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4070 train 4.153031 (lr=5.1552e-04) (hash(x)=149459820)
|
| 492 |
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4080 train 4.118611 (lr=5.1418e-04) (hash(x)=160159595)
|
| 493 |
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4090 train 4.062393 (lr=5.1284e-04) (hash(x)=141507853)
|
| 494 |
+
4100 val loss 4.2298
|
| 495 |
+
4100 val perplexity 68.7044
|
| 496 |
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4100 train 4.206081 (lr=5.1149e-04) (hash(x)=147500519)
|
| 497 |
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4110 train 4.173779 (lr=5.1015e-04) (hash(x)=153297081)
|
| 498 |
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4120 train 4.188906 (lr=5.0880e-04) (hash(x)=142560288)
|
| 499 |
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4130 train 4.190455 (lr=5.0746e-04) (hash(x)=153380118)
|
| 500 |
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4140 train 4.104740 (lr=5.0611e-04) (hash(x)=143150720)
|
| 501 |
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4150 train 4.147567 (lr=5.0476e-04) (hash(x)=143459564)
|
| 502 |
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4160 train 4.173014 (lr=5.0341e-04) (hash(x)=153955741)
|
| 503 |
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4170 train 4.291698 (lr=5.0206e-04) (hash(x)=152199253)
|
| 504 |
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4180 train 4.049597 (lr=5.0071e-04) (hash(x)=165957668)
|
| 505 |
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4190 train 4.092456 (lr=4.9936e-04) (hash(x)=144866923)
|
| 506 |
+
4200 val loss 4.2356
|
| 507 |
+
4200 val perplexity 69.1065
|
| 508 |
+
4200 train 4.105317 (lr=4.9801e-04) (hash(x)=143232237)
|
| 509 |
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4210 train 4.015755 (lr=4.9665e-04) (hash(x)=151907163)
|
| 510 |
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4220 train 4.120932 (lr=4.9530e-04) (hash(x)=145917587)
|
| 511 |
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4230 train 3.956774 (lr=4.9395e-04) (hash(x)=147258846)
|
| 512 |
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4240 train 4.106093 (lr=4.9259e-04) (hash(x)=143449843)
|
| 513 |
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4250 train 4.073434 (lr=4.9123e-04) (hash(x)=184883715)
|
| 514 |
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4260 train 4.170238 (lr=4.8988e-04) (hash(x)=156958761)
|
| 515 |
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4270 train 4.231820 (lr=4.8852e-04) (hash(x)=168870544)
|
| 516 |
+
4280 train 4.168087 (lr=4.8716e-04) (hash(x)=179446735)
|
| 517 |
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4290 train 4.205977 (lr=4.8580e-04) (hash(x)=145649386)
|
| 518 |
+
4300 val loss 4.2210
|
| 519 |
+
4300 val perplexity 68.1028
|
| 520 |
+
4300 train 4.054780 (lr=4.8444e-04) (hash(x)=146811670)
|
| 521 |
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4310 train 4.328610 (lr=4.8308e-04) (hash(x)=151907075)
|
| 522 |
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4320 train 4.133140 (lr=4.8172e-04) (hash(x)=138628365)
|
| 523 |
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4330 train 4.185603 (lr=4.8036e-04) (hash(x)=151608240)
|
| 524 |
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4340 train 4.116433 (lr=4.7899e-04) (hash(x)=160111319)
|
| 525 |
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4350 train 4.266597 (lr=4.7763e-04) (hash(x)=144958652)
|
| 526 |
+
4360 train 4.056381 (lr=4.7627e-04) (hash(x)=149176222)
|
| 527 |
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4370 train 4.155463 (lr=4.7490e-04) (hash(x)=216221371)
|
| 528 |
+
4380 train 4.061438 (lr=4.7354e-04) (hash(x)=141760648)
|
| 529 |
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4390 train 4.143332 (lr=4.7217e-04) (hash(x)=151710283)
|
| 530 |
+
4400 val loss 4.2101
|
| 531 |
+
4400 val perplexity 67.3642
|
| 532 |
+
4400 train 4.270244 (lr=4.7081e-04) (hash(x)=158418746)
|
| 533 |
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4410 train 4.124296 (lr=4.6944e-04) (hash(x)=142331301)
|
| 534 |
+
4420 train 4.208941 (lr=4.6807e-04) (hash(x)=146507180)
|
| 535 |
+
4430 train 4.294528 (lr=4.6671e-04) (hash(x)=166506937)
|
| 536 |
+
4440 train 4.237477 (lr=4.6534e-04) (hash(x)=151209447)
|
| 537 |
+
4450 train 4.199465 (lr=4.6397e-04) (hash(x)=149186822)
|
| 538 |
+
4460 train 4.184713 (lr=4.6260e-04) (hash(x)=144348412)
|
| 539 |
+
4470 train 4.067492 (lr=4.6124e-04) (hash(x)=156494284)
|
| 540 |
+
4480 train 4.095995 (lr=4.5987e-04) (hash(x)=147238744)
|
| 541 |
+
4490 train 4.049746 (lr=4.5850e-04) (hash(x)=150746185)
|
| 542 |
+
4500 val loss 4.2015
|
| 543 |
+
4500 val perplexity 66.7868
|
| 544 |
+
4500 train 4.142287 (lr=4.5713e-04) (hash(x)=156695778)
|
| 545 |
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4510 train 3.981408 (lr=4.5576e-04) (hash(x)=135988958)
|
| 546 |
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4520 train 4.154624 (lr=4.5439e-04) (hash(x)=148272110)
|
| 547 |
+
4530 train 4.074677 (lr=4.5302e-04) (hash(x)=136459794)
|
| 548 |
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4540 train 4.103742 (lr=4.5165e-04) (hash(x)=147624954)
|
| 549 |
+
4550 train 4.099844 (lr=4.5028e-04) (hash(x)=154947199)
|
| 550 |
+
4560 train 4.165448 (lr=4.4891e-04) (hash(x)=147869166)
|
| 551 |
+
4570 train 4.015043 (lr=4.4754e-04) (hash(x)=148415463)
|
| 552 |
+
4580 train 4.179327 (lr=4.4617e-04) (hash(x)=152104066)
|
| 553 |
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4590 train 4.077621 (lr=4.4480e-04) (hash(x)=147060040)
|
| 554 |
+
4600 val loss 4.1991
|
| 555 |
+
4600 val perplexity 66.6281
|
| 556 |
+
4600 train 4.150793 (lr=4.4343e-04) (hash(x)=147791497)
|
| 557 |
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4610 train 4.346067 (lr=4.4206e-04) (hash(x)=155595556)
|
| 558 |
+
4620 train 4.195231 (lr=4.4069e-04) (hash(x)=147178858)
|
| 559 |
+
4630 train 4.247233 (lr=4.3931e-04) (hash(x)=152617112)
|
| 560 |
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4640 train 4.245648 (lr=4.3794e-04) (hash(x)=161766869)
|
| 561 |
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4650 train 4.224687 (lr=4.3657e-04) (hash(x)=158075561)
|
| 562 |
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4660 train 4.265965 (lr=4.3520e-04) (hash(x)=145360002)
|
| 563 |
+
4670 train 4.147497 (lr=4.3383e-04) (hash(x)=144538791)
|
| 564 |
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4680 train 4.189404 (lr=4.3246e-04) (hash(x)=142711273)
|
| 565 |
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4690 train 4.340482 (lr=4.3109e-04) (hash(x)=193907362)
|
| 566 |
+
4700 val loss 4.1799
|
| 567 |
+
4700 val perplexity 65.3612
|
| 568 |
+
4700 train 4.159918 (lr=4.2972e-04) (hash(x)=155533088)
|
| 569 |
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4710 train 4.108403 (lr=4.2835e-04) (hash(x)=148618528)
|
| 570 |
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4720 train 4.219090 (lr=4.2698e-04) (hash(x)=150502624)
|
| 571 |
+
4730 train 4.095981 (lr=4.2561e-04) (hash(x)=189205847)
|
| 572 |
+
4740 train 4.154233 (lr=4.2424e-04) (hash(x)=167322800)
|
| 573 |
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4750 train 4.266942 (lr=4.2287e-04) (hash(x)=162169095)
|
| 574 |
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4760 train 3.967456 (lr=4.2150e-04) (hash(x)=143459469)
|
| 575 |
+
4770 train 4.046465 (lr=4.2013e-04) (hash(x)=144386593)
|
| 576 |
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4780 train 4.012156 (lr=4.1876e-04) (hash(x)=143721184)
|
| 577 |
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4790 train 4.084726 (lr=4.1740e-04) (hash(x)=146077222)
|
| 578 |
+
4800 val loss 4.1853
|
| 579 |
+
4800 val perplexity 65.7132
|
| 580 |
+
4800 train 4.058820 (lr=4.1603e-04) (hash(x)=138350044)
|
| 581 |
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4810 train 4.064875 (lr=4.1466e-04) (hash(x)=154960112)
|
| 582 |
+
4820 train 3.979040 (lr=4.1329e-04) (hash(x)=146950685)
|
| 583 |
+
4830 train 3.978209 (lr=4.1193e-04) (hash(x)=140224554)
|
| 584 |
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4840 train 3.970171 (lr=4.1056e-04) (hash(x)=156640495)
|
| 585 |
+
4850 train 4.188550 (lr=4.0919e-04) (hash(x)=153409150)
|
| 586 |
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4860 train 4.101605 (lr=4.0783e-04) (hash(x)=151647700)
|
| 587 |
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4870 train 4.497338 (lr=4.0646e-04) (hash(x)=155465603)
|
| 588 |
+
4880 train 4.340479 (lr=4.0510e-04) (hash(x)=153404400)
|
| 589 |
+
4890 train 4.228568 (lr=4.0373e-04) (hash(x)=170409281)
|
| 590 |
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4900 val loss 4.1704
|
| 591 |
+
4900 val perplexity 64.7442
|
| 592 |
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4900 train 4.089856 (lr=4.0237e-04) (hash(x)=143735284)
|
| 593 |
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4910 train 4.225789 (lr=4.0101e-04) (hash(x)=150784329)
|
| 594 |
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4920 train 4.114635 (lr=3.9964e-04) (hash(x)=152353574)
|
| 595 |
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4930 train 4.069668 (lr=3.9828e-04) (hash(x)=152677008)
|
| 596 |
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4940 train 4.146378 (lr=3.9692e-04) (hash(x)=140553861)
|
| 597 |
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4950 train 4.230979 (lr=3.9556e-04) (hash(x)=152869181)
|
| 598 |
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4960 train 4.188179 (lr=3.9420e-04) (hash(x)=153011079)
|
| 599 |
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4970 train 4.140185 (lr=3.9284e-04) (hash(x)=152796617)
|
| 600 |
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4980 train 4.250128 (lr=3.9148e-04) (hash(x)=146868417)
|
| 601 |
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4990 train 4.133134 (lr=3.9012e-04) (hash(x)=140168188)
|
| 602 |
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5000 val loss 4.1611
|
| 603 |
+
5000 val perplexity 64.1389
|
| 604 |
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5000 train 4.116722 (lr=3.8877e-04) (hash(x)=154976463)
|
| 605 |
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5010 train 4.174135 (lr=3.8741e-04) (hash(x)=148582690)
|
| 606 |
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5020 train 4.185433 (lr=3.8605e-04) (hash(x)=166715464)
|
| 607 |
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5030 train 4.146249 (lr=3.8470e-04) (hash(x)=150616397)
|
| 608 |
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5040 train 4.189446 (lr=3.8335e-04) (hash(x)=150775548)
|
| 609 |
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5050 train 4.179484 (lr=3.8199e-04) (hash(x)=150575367)
|
| 610 |
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5060 train 4.099730 (lr=3.8064e-04) (hash(x)=152352082)
|
| 611 |
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5070 train 4.135840 (lr=3.7929e-04) (hash(x)=150269272)
|
| 612 |
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5080 train 4.195846 (lr=3.7794e-04) (hash(x)=146499361)
|
| 613 |
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5090 train 3.891378 (lr=3.7659e-04) (hash(x)=148734454)
|
| 614 |
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5100 val loss 4.1624
|
| 615 |
+
5100 val perplexity 64.2287
|
| 616 |
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5100 train 4.068560 (lr=3.7524e-04) (hash(x)=149894982)
|
| 617 |
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5110 train 4.119891 (lr=3.7389e-04) (hash(x)=154487751)
|
| 618 |
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5120 train 4.066651 (lr=3.7254e-04) (hash(x)=144169582)
|
| 619 |
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5130 train 4.043821 (lr=3.7120e-04) (hash(x)=152217630)
|
| 620 |
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5140 train 4.071286 (lr=3.6985e-04) (hash(x)=158233831)
|
| 621 |
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5150 train 4.131513 (lr=3.6851e-04) (hash(x)=142746426)
|
| 622 |
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5160 train 4.124256 (lr=3.6716e-04) (hash(x)=139184458)
|
| 623 |
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5170 train 4.208778 (lr=3.6582e-04) (hash(x)=140624857)
|
| 624 |
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5180 train 3.930155 (lr=3.6448e-04) (hash(x)=154107423)
|
| 625 |
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5190 train 3.871901 (lr=3.6314e-04) (hash(x)=144892610)
|
| 626 |
+
5200 val loss 4.1621
|
| 627 |
+
5200 val perplexity 64.2047
|
| 628 |
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5200 train 3.821012 (lr=3.6180e-04) (hash(x)=159326689)
|
| 629 |
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5210 train 3.992097 (lr=3.6047e-04) (hash(x)=151186017)
|
| 630 |
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5220 train 3.794047 (lr=3.5913e-04) (hash(x)=148996819)
|
| 631 |
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5230 train 3.741768 (lr=3.5779e-04) (hash(x)=150829917)
|
| 632 |
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5240 train 3.865284 (lr=3.5646e-04) (hash(x)=152758972)
|
| 633 |
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5250 train 3.835927 (lr=3.5513e-04) (hash(x)=154345903)
|
| 634 |
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5260 train 3.826452 (lr=3.5380e-04) (hash(x)=150134947)
|
| 635 |
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5270 train 3.924219 (lr=3.5246e-04) (hash(x)=149689310)
|
| 636 |
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5280 train 4.156047 (lr=3.5114e-04) (hash(x)=147662223)
|
| 637 |
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5290 train 4.214880 (lr=3.4981e-04) (hash(x)=165770608)
|
| 638 |
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5300 val loss 4.1495
|
| 639 |
+
5300 val perplexity 63.4028
|
| 640 |
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5300 train 4.201334 (lr=3.4848e-04) (hash(x)=159484800)
|
| 641 |
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5310 train 4.231984 (lr=3.4716e-04) (hash(x)=152672536)
|
| 642 |
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5320 train 4.054946 (lr=3.4583e-04) (hash(x)=152728812)
|
| 643 |
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5330 train 3.998456 (lr=3.4451e-04) (hash(x)=152778685)
|
| 644 |
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5340 train 4.098969 (lr=3.4319e-04) (hash(x)=149818849)
|
| 645 |
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5350 train 4.026422 (lr=3.4187e-04) (hash(x)=168239739)
|
| 646 |
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5360 train 4.174008 (lr=3.4055e-04) (hash(x)=139859423)
|
| 647 |
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5370 train 4.000448 (lr=3.3923e-04) (hash(x)=139315327)
|
| 648 |
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5380 train 4.211906 (lr=3.3792e-04) (hash(x)=163068509)
|
| 649 |
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5390 train 4.166430 (lr=3.3660e-04) (hash(x)=147645415)
|
| 650 |
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5400 val loss 4.1295
|
| 651 |
+
5400 val perplexity 62.1449
|
| 652 |
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5400 train 4.121242 (lr=3.3529e-04) (hash(x)=140385615)
|
| 653 |
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5410 train 3.981606 (lr=3.3398e-04) (hash(x)=151381862)
|
| 654 |
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5420 train 4.132318 (lr=3.3267e-04) (hash(x)=152445092)
|
| 655 |
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5430 train 4.141646 (lr=3.3136e-04) (hash(x)=142454479)
|
| 656 |
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5440 train 4.097904 (lr=3.3006e-04) (hash(x)=151308771)
|
| 657 |
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5450 train 3.949624 (lr=3.2875e-04) (hash(x)=150886070)
|
| 658 |
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5460 train 4.057513 (lr=3.2745e-04) (hash(x)=146080408)
|
| 659 |
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5470 train 4.080599 (lr=3.2615e-04) (hash(x)=149828857)
|
| 660 |
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5480 train 4.051802 (lr=3.2485e-04) (hash(x)=139922034)
|
| 661 |
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5490 train 4.002710 (lr=3.2355e-04) (hash(x)=150262276)
|
| 662 |
+
5500 val loss 4.1296
|
| 663 |
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5500 val perplexity 62.1531
|
| 664 |
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5500 train 3.970436 (lr=3.2226e-04) (hash(x)=148498335)
|
| 665 |
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5510 train 4.093485 (lr=3.2096e-04) (hash(x)=157036224)
|
| 666 |
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5520 train 3.967459 (lr=3.1967e-04) (hash(x)=134093409)
|
| 667 |
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5530 train 3.995745 (lr=3.1838e-04) (hash(x)=153126250)
|
| 668 |
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5540 train 4.007802 (lr=3.1709e-04) (hash(x)=136170985)
|
| 669 |
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5550 train 3.985316 (lr=3.1580e-04) (hash(x)=152841201)
|
| 670 |
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5560 train 4.092659 (lr=3.1451e-04) (hash(x)=147439014)
|
| 671 |
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5570 train 4.004538 (lr=3.1323e-04) (hash(x)=143476132)
|
| 672 |
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5580 train 3.777183 (lr=3.1195e-04) (hash(x)=139503437)
|
| 673 |
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5590 train 3.821054 (lr=3.1067e-04) (hash(x)=131664955)
|
| 674 |
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5600 val loss 4.1379
|
| 675 |
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5600 val perplexity 62.6738
|
| 676 |
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5600 train 3.918692 (lr=3.0939e-04) (hash(x)=151907614)
|
| 677 |
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5610 train 3.807151 (lr=3.0811e-04) (hash(x)=157132674)
|
| 678 |
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5620 train 4.007532 (lr=3.0684e-04) (hash(x)=146793775)
|
| 679 |
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5630 train 3.952494 (lr=3.0557e-04) (hash(x)=147237910)
|
| 680 |
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5640 train 3.865453 (lr=3.0429e-04) (hash(x)=141120024)
|
| 681 |
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5650 train 3.831379 (lr=3.0303e-04) (hash(x)=144275645)
|
| 682 |
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5660 train 3.870418 (lr=3.0176e-04) (hash(x)=159088002)
|
| 683 |
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5670 train 3.927907 (lr=3.0049e-04) (hash(x)=147224479)
|
| 684 |
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5680 train 4.275138 (lr=2.9923e-04) (hash(x)=147208743)
|
| 685 |
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5690 train 4.074907 (lr=2.9797e-04) (hash(x)=154384701)
|
| 686 |
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5700 val loss 4.1309
|
| 687 |
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5700 val perplexity 62.2333
|
| 688 |
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5700 train 4.107089 (lr=2.9671e-04) (hash(x)=155192267)
|
| 689 |
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5710 train 4.051459 (lr=2.9546e-04) (hash(x)=148458753)
|
| 690 |
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5720 train 4.158017 (lr=2.9420e-04) (hash(x)=159947204)
|
| 691 |
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5730 train 4.144844 (lr=2.9295e-04) (hash(x)=150746366)
|
| 692 |
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5740 train 4.140504 (lr=2.9170e-04) (hash(x)=155201884)
|
| 693 |
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5750 train 4.139308 (lr=2.9045e-04) (hash(x)=156432008)
|
| 694 |
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5760 train 4.122699 (lr=2.8920e-04) (hash(x)=185977746)
|
| 695 |
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5770 train 4.124070 (lr=2.8796e-04) (hash(x)=133620000)
|
| 696 |
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5780 train 4.127920 (lr=2.8672e-04) (hash(x)=153778044)
|
| 697 |
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5790 train 3.978884 (lr=2.8548e-04) (hash(x)=147713822)
|
| 698 |
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5800 val loss 4.1103
|
| 699 |
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5800 val perplexity 60.9663
|
| 700 |
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5800 train 4.128989 (lr=2.8424e-04) (hash(x)=153132158)
|
| 701 |
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5810 train 4.090636 (lr=2.8301e-04) (hash(x)=144293895)
|
| 702 |
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5820 train 4.067160 (lr=2.8178e-04) (hash(x)=151500590)
|
| 703 |
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5830 train 4.016610 (lr=2.8055e-04) (hash(x)=139308707)
|
| 704 |
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5840 train 4.131730 (lr=2.7932e-04) (hash(x)=153591278)
|
| 705 |
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5850 train 4.109837 (lr=2.7809e-04) (hash(x)=146077037)
|
| 706 |
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5860 train 4.076795 (lr=2.7687e-04) (hash(x)=149160733)
|
| 707 |
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5870 train 4.054731 (lr=2.7565e-04) (hash(x)=138482476)
|
| 708 |
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5880 train 4.070661 (lr=2.7443e-04) (hash(x)=152173137)
|
| 709 |
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5890 train 4.047036 (lr=2.7321e-04) (hash(x)=142387057)
|
| 710 |
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5900 val loss 4.1189
|
| 711 |
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5900 val perplexity 61.4915
|
| 712 |
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5900 train 4.125184 (lr=2.7200e-04) (hash(x)=161446764)
|
| 713 |
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5910 train 3.992238 (lr=2.7079e-04) (hash(x)=144512138)
|
| 714 |
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5920 train 4.056687 (lr=2.6958e-04) (hash(x)=152555618)
|
| 715 |
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5930 train 4.011394 (lr=2.6837e-04) (hash(x)=146129367)
|
| 716 |
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5940 train 3.956703 (lr=2.6717e-04) (hash(x)=154607527)
|
| 717 |
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5950 train 4.040770 (lr=2.6597e-04) (hash(x)=143827143)
|
| 718 |
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5960 train 4.177609 (lr=2.6477e-04) (hash(x)=151168510)
|
| 719 |
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5970 train 3.959239 (lr=2.6357e-04) (hash(x)=158961574)
|
| 720 |
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5980 train 3.787388 (lr=2.6238e-04) (hash(x)=148757787)
|
| 721 |
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5990 train 4.294996 (lr=2.6119e-04) (hash(x)=161719494)
|
| 722 |
+
6000 val loss 4.1197
|
| 723 |
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6000 val perplexity 61.5419
|
| 724 |
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6000 train 3.795982 (lr=2.6000e-04) (hash(x)=151512446)
|
| 725 |
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6010 train 3.907936 (lr=2.5881e-04) (hash(x)=173500735)
|
| 726 |
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6020 train 4.051758 (lr=2.5763e-04) (hash(x)=157621031)
|
| 727 |
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6030 train 3.935310 (lr=2.5645e-04) (hash(x)=142662684)
|
| 728 |
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6040 train 3.915016 (lr=2.5527e-04) (hash(x)=146180940)
|
| 729 |
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6050 train 3.836264 (lr=2.5410e-04) (hash(x)=147654412)
|
| 730 |
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6060 train 3.712128 (lr=2.5292e-04) (hash(x)=156393157)
|
| 731 |
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6070 train 4.106809 (lr=2.5175e-04) (hash(x)=156947300)
|
| 732 |
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6080 train 4.109121 (lr=2.5059e-04) (hash(x)=163108626)
|
| 733 |
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6090 train 4.204768 (lr=2.4942e-04) (hash(x)=158654713)
|
| 734 |
+
6100 val loss 4.0992
|
| 735 |
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6100 val perplexity 60.2897
|
| 736 |
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6100 train 3.932790 (lr=2.4826e-04) (hash(x)=188094053)
|
| 737 |
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6110 train 4.087243 (lr=2.4710e-04) (hash(x)=145132600)
|
| 738 |
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6120 train 3.955223 (lr=2.4595e-04) (hash(x)=146999707)
|
| 739 |
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6130 train 4.198400 (lr=2.4479e-04) (hash(x)=145719530)
|
| 740 |
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6140 train 4.134458 (lr=2.4364e-04) (hash(x)=153230722)
|
| 741 |
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6150 train 4.068529 (lr=2.4250e-04) (hash(x)=147455934)
|
| 742 |
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6160 train 4.114559 (lr=2.4135e-04) (hash(x)=146596242)
|
| 743 |
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6170 train 4.211110 (lr=2.4021e-04) (hash(x)=152029855)
|
| 744 |
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6180 train 4.076581 (lr=2.3907e-04) (hash(x)=151480034)
|
| 745 |
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6190 train 4.007696 (lr=2.3793e-04) (hash(x)=147381047)
|
| 746 |
+
6200 val loss 4.0853
|
| 747 |
+
6200 val perplexity 59.4586
|
| 748 |
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6200 train 3.996751 (lr=2.3680e-04) (hash(x)=149389789)
|
| 749 |
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6210 train 4.051102 (lr=2.3567e-04) (hash(x)=154894138)
|
| 750 |
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6220 train 4.085030 (lr=2.3454e-04) (hash(x)=150074302)
|
| 751 |
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6230 train 3.949676 (lr=2.3342e-04) (hash(x)=142881794)
|
| 752 |
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6240 train 3.935044 (lr=2.3230e-04) (hash(x)=164747461)
|
| 753 |
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6250 train 4.099629 (lr=2.3118e-04) (hash(x)=158378292)
|
| 754 |
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6260 train 4.108934 (lr=2.3006e-04) (hash(x)=147675938)
|
| 755 |
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6270 train 4.050026 (lr=2.2895e-04) (hash(x)=148197228)
|
| 756 |
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6280 train 4.013082 (lr=2.2784e-04) (hash(x)=135296747)
|
| 757 |
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6290 train 4.083632 (lr=2.2674e-04) (hash(x)=156439346)
|
| 758 |
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6300 val loss 4.0846
|
| 759 |
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6300 val perplexity 59.4206
|
| 760 |
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6300 train 3.910562 (lr=2.2563e-04) (hash(x)=138212820)
|
| 761 |
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6310 train 4.199171 (lr=2.2453e-04) (hash(x)=165985336)
|
| 762 |
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6320 train 4.070144 (lr=2.2344e-04) (hash(x)=145921897)
|
| 763 |
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6330 train 4.282308 (lr=2.2234e-04) (hash(x)=145502689)
|
| 764 |
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6340 train 4.013851 (lr=2.2125e-04) (hash(x)=141704937)
|
| 765 |
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6350 train 4.063880 (lr=2.2017e-04) (hash(x)=161789400)
|
| 766 |
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6360 train 3.792254 (lr=2.1908e-04) (hash(x)=145457780)
|
| 767 |
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6370 train 4.048292 (lr=2.1800e-04) (hash(x)=171628530)
|
| 768 |
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6380 train 3.834210 (lr=2.1692e-04) (hash(x)=153467923)
|
| 769 |
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6390 train 4.208705 (lr=2.1585e-04) (hash(x)=158066904)
|
| 770 |
+
6400 val loss 4.0903
|
| 771 |
+
6400 val perplexity 59.7567
|
| 772 |
+
6400 train 3.863652 (lr=2.1478e-04) (hash(x)=146535423)
|
| 773 |
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6410 train 3.720085 (lr=2.1371e-04) (hash(x)=147264155)
|
| 774 |
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6420 train 3.828033 (lr=2.1265e-04) (hash(x)=145595485)
|
| 775 |
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6430 train 3.972567 (lr=2.1159e-04) (hash(x)=146929074)
|
| 776 |
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6440 train 3.902391 (lr=2.1053e-04) (hash(x)=147290878)
|
| 777 |
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6450 train 3.994897 (lr=2.0947e-04) (hash(x)=141154205)
|
| 778 |
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6460 train 3.840040 (lr=2.0842e-04) (hash(x)=154360901)
|
| 779 |
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6470 train 4.177209 (lr=2.0737e-04) (hash(x)=146350558)
|
| 780 |
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6480 train 4.137039 (lr=2.0633e-04) (hash(x)=153927683)
|
| 781 |
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6490 train 4.048942 (lr=2.0529e-04) (hash(x)=149337047)
|
| 782 |
+
6500 val loss 4.0774
|
| 783 |
+
6500 val perplexity 58.9914
|
| 784 |
+
6500 train 3.971519 (lr=2.0425e-04) (hash(x)=145950843)
|
| 785 |
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6510 train 4.037339 (lr=2.0322e-04) (hash(x)=142577653)
|
| 786 |
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6520 train 4.099168 (lr=2.0218e-04) (hash(x)=165060689)
|
| 787 |
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6530 train 3.940073 (lr=2.0116e-04) (hash(x)=148367505)
|
| 788 |
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6540 train 4.037755 (lr=2.0013e-04) (hash(x)=154313651)
|
| 789 |
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6550 train 3.954875 (lr=1.9911e-04) (hash(x)=147477315)
|
| 790 |
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6560 train 4.045574 (lr=1.9810e-04) (hash(x)=139825403)
|
| 791 |
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6570 train 4.059897 (lr=1.9708e-04) (hash(x)=141482518)
|
| 792 |
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6580 train 4.092167 (lr=1.9607e-04) (hash(x)=144968144)
|
| 793 |
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6590 train 4.044579 (lr=1.9507e-04) (hash(x)=154319720)
|
| 794 |
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6600 val loss 4.0736
|
| 795 |
+
6600 val perplexity 58.7704
|
| 796 |
+
6600 train 4.086018 (lr=1.9406e-04) (hash(x)=141162902)
|
| 797 |
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6610 train 4.043385 (lr=1.9306e-04) (hash(x)=159490449)
|
| 798 |
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6620 train 3.934186 (lr=1.9207e-04) (hash(x)=151189772)
|
| 799 |
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6630 train 3.912117 (lr=1.9108e-04) (hash(x)=148451651)
|
| 800 |
+
6640 train 4.033502 (lr=1.9009e-04) (hash(x)=152815550)
|
| 801 |
+
6650 train 3.889731 (lr=1.8910e-04) (hash(x)=144316094)
|
| 802 |
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6660 train 4.211576 (lr=1.8812e-04) (hash(x)=143951240)
|
| 803 |
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6670 train 3.824594 (lr=1.8714e-04) (hash(x)=143203472)
|
| 804 |
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6680 train 3.875219 (lr=1.8617e-04) (hash(x)=132063806)
|
| 805 |
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6690 train 3.963911 (lr=1.8520e-04) (hash(x)=140739750)
|
| 806 |
+
6700 val loss 4.0769
|
| 807 |
+
6700 val perplexity 58.9650
|
| 808 |
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6700 train 4.021381 (lr=1.8423e-04) (hash(x)=153018737)
|
| 809 |
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6710 train 3.887647 (lr=1.8327e-04) (hash(x)=140107197)
|
| 810 |
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6720 train 3.990199 (lr=1.8231e-04) (hash(x)=144396559)
|
| 811 |
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6730 train 3.837094 (lr=1.8136e-04) (hash(x)=148038991)
|
| 812 |
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6740 train 4.046952 (lr=1.8040e-04) (hash(x)=145504746)
|
| 813 |
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6750 train 4.036767 (lr=1.7946e-04) (hash(x)=119579094)
|
| 814 |
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6760 train 4.044994 (lr=1.7851e-04) (hash(x)=161725430)
|
| 815 |
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6770 train 4.066007 (lr=1.7757e-04) (hash(x)=153646966)
|
| 816 |
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6780 train 4.079191 (lr=1.7663e-04) (hash(x)=153838463)
|
| 817 |
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6790 train 4.198527 (lr=1.7570e-04) (hash(x)=157891196)
|
| 818 |
+
6800 val loss 4.0595
|
| 819 |
+
6800 val perplexity 57.9444
|
| 820 |
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6800 train 3.912669 (lr=1.7477e-04) (hash(x)=155640155)
|
| 821 |
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6810 train 4.106999 (lr=1.7385e-04) (hash(x)=154913809)
|
| 822 |
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6820 train 4.020285 (lr=1.7293e-04) (hash(x)=159412493)
|
| 823 |
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6830 train 3.983441 (lr=1.7201e-04) (hash(x)=144756549)
|
| 824 |
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6840 train 4.199935 (lr=1.7110e-04) (hash(x)=143824638)
|
| 825 |
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6850 train 4.519302 (lr=1.7019e-04) (hash(x)=117180982)
|
| 826 |
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6860 train 4.046760 (lr=1.6928e-04) (hash(x)=141887150)
|
| 827 |
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6870 train 4.110474 (lr=1.6838e-04) (hash(x)=140094872)
|
| 828 |
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6880 train 3.953631 (lr=1.6748e-04) (hash(x)=141479953)
|
| 829 |
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6890 train 4.010381 (lr=1.6659e-04) (hash(x)=153166840)
|
| 830 |
+
6900 val loss 4.0575
|
| 831 |
+
6900 val perplexity 57.8270
|
| 832 |
+
6900 train 4.036755 (lr=1.6570e-04) (hash(x)=153722115)
|
| 833 |
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6910 train 4.143244 (lr=1.6481e-04) (hash(x)=149578602)
|
| 834 |
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6920 train 4.002674 (lr=1.6393e-04) (hash(x)=149925108)
|
| 835 |
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6930 train 3.945015 (lr=1.6305e-04) (hash(x)=148589489)
|
| 836 |
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6940 train 3.857909 (lr=1.6218e-04) (hash(x)=144243794)
|
| 837 |
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6950 train 3.941780 (lr=1.6131e-04) (hash(x)=157743480)
|
| 838 |
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6960 train 3.923009 (lr=1.6044e-04) (hash(x)=139858247)
|
| 839 |
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6970 train 3.851303 (lr=1.5958e-04) (hash(x)=148727536)
|
| 840 |
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6980 train 3.965064 (lr=1.5872e-04) (hash(x)=153382595)
|
| 841 |
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6990 train 4.115118 (lr=1.5787e-04) (hash(x)=147529919)
|
| 842 |
+
7000 val loss 4.0517
|
| 843 |
+
7000 val perplexity 57.4949
|
| 844 |
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7000 train 4.071392 (lr=1.5702e-04) (hash(x)=146953450)
|
| 845 |
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7010 train 3.986660 (lr=1.5618e-04) (hash(x)=134561015)
|
| 846 |
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7020 train 4.097430 (lr=1.5533e-04) (hash(x)=148433515)
|
| 847 |
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7030 train 3.946738 (lr=1.5450e-04) (hash(x)=140394326)
|
| 848 |
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7040 train 3.948417 (lr=1.5366e-04) (hash(x)=136740763)
|
| 849 |
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7050 train 3.787003 (lr=1.5284e-04) (hash(x)=148637938)
|
| 850 |
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7060 train 3.955077 (lr=1.5201e-04) (hash(x)=147262147)
|
| 851 |
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7070 train 3.934434 (lr=1.5119e-04) (hash(x)=140191039)
|
| 852 |
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7080 train 3.950030 (lr=1.5037e-04) (hash(x)=148223305)
|
| 853 |
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7090 train 3.867564 (lr=1.4956e-04) (hash(x)=139984988)
|
| 854 |
+
7100 val loss 4.0560
|
| 855 |
+
7100 val perplexity 57.7409
|
| 856 |
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7100 train 3.974286 (lr=1.4875e-04) (hash(x)=137663885)
|
| 857 |
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7110 train 3.858830 (lr=1.4795e-04) (hash(x)=150955021)
|
| 858 |
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7120 train 3.768010 (lr=1.4715e-04) (hash(x)=148585682)
|
| 859 |
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7130 train 3.963603 (lr=1.4636e-04) (hash(x)=146055548)
|
| 860 |
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7140 train 4.011766 (lr=1.4556e-04) (hash(x)=155723541)
|
| 861 |
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7150 train 4.085651 (lr=1.4478e-04) (hash(x)=140465834)
|
| 862 |
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7160 train 4.050817 (lr=1.4400e-04) (hash(x)=163246922)
|
| 863 |
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7170 train 3.911832 (lr=1.4322e-04) (hash(x)=150754166)
|
| 864 |
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7180 train 4.446715 (lr=1.4244e-04) (hash(x)=142844151)
|
| 865 |
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7190 train 4.034914 (lr=1.4167e-04) (hash(x)=145167470)
|
| 866 |
+
7200 val loss 4.0404
|
| 867 |
+
7200 val perplexity 56.8488
|
| 868 |
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7200 train 4.226603 (lr=1.4091e-04) (hash(x)=146172950)
|
| 869 |
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7210 train 4.056651 (lr=1.4015e-04) (hash(x)=143155287)
|
| 870 |
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7220 train 4.000681 (lr=1.3939e-04) (hash(x)=151976669)
|
| 871 |
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7230 train 4.115868 (lr=1.3864e-04) (hash(x)=145979940)
|
| 872 |
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7240 train 4.084537 (lr=1.3789e-04) (hash(x)=155656034)
|
| 873 |
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7250 train 4.087013 (lr=1.3715e-04) (hash(x)=135610136)
|
| 874 |
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7260 train 4.166543 (lr=1.3641e-04) (hash(x)=148133023)
|
| 875 |
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7270 train 4.036417 (lr=1.3568e-04) (hash(x)=148006681)
|
| 876 |
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7280 train 4.078573 (lr=1.3495e-04) (hash(x)=151397627)
|
| 877 |
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7290 train 4.034358 (lr=1.3422e-04) (hash(x)=141696871)
|
| 878 |
+
7300 val loss 4.0361
|
| 879 |
+
7300 val perplexity 56.6073
|
| 880 |
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7300 train 3.969224 (lr=1.3350e-04) (hash(x)=150018163)
|
| 881 |
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7310 train 4.009308 (lr=1.3278e-04) (hash(x)=154900050)
|
| 882 |
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7320 train 3.908590 (lr=1.3207e-04) (hash(x)=142608283)
|
| 883 |
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7330 train 4.010306 (lr=1.3136e-04) (hash(x)=148977837)
|
| 884 |
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7340 train 4.026961 (lr=1.3066e-04) (hash(x)=141676907)
|
| 885 |
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7350 train 3.913811 (lr=1.2996e-04) (hash(x)=147846997)
|
| 886 |
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7360 train 4.161057 (lr=1.2926e-04) (hash(x)=143252181)
|
| 887 |
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7370 train 3.971089 (lr=1.2857e-04) (hash(x)=155081717)
|
| 888 |
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7380 train 4.065037 (lr=1.2789e-04) (hash(x)=149678451)
|
| 889 |
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7390 train 3.895566 (lr=1.2721e-04) (hash(x)=159341637)
|
| 890 |
+
7400 val loss 4.0371
|
| 891 |
+
7400 val perplexity 56.6615
|
| 892 |
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7400 train 4.176729 (lr=1.2653e-04) (hash(x)=145351166)
|
| 893 |
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7410 train 3.995462 (lr=1.2586e-04) (hash(x)=162274009)
|
| 894 |
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7420 train 3.837331 (lr=1.2519e-04) (hash(x)=143254858)
|
| 895 |
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7430 train 3.953107 (lr=1.2453e-04) (hash(x)=143049884)
|
| 896 |
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7440 train 3.873784 (lr=1.2387e-04) (hash(x)=141768538)
|
| 897 |
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7450 train 3.900073 (lr=1.2322e-04) (hash(x)=139895310)
|
| 898 |
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7460 train 3.773922 (lr=1.2257e-04) (hash(x)=155900365)
|
| 899 |
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7470 train 3.757522 (lr=1.2192e-04) (hash(x)=145048215)
|
| 900 |
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7480 train 3.898866 (lr=1.2128e-04) (hash(x)=136992624)
|
| 901 |
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7490 train 4.006968 (lr=1.2065e-04) (hash(x)=141424789)
|
| 902 |
+
7500 val loss 4.0419
|
| 903 |
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7500 val perplexity 56.9356
|
| 904 |
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7500 train 3.862612 (lr=1.2002e-04) (hash(x)=145292116)
|
| 905 |
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7510 train 3.896114 (lr=1.1939e-04) (hash(x)=144818029)
|
| 906 |
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7520 train 4.063148 (lr=1.1877e-04) (hash(x)=152903515)
|
| 907 |
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7530 train 4.069553 (lr=1.1816e-04) (hash(x)=156934724)
|
| 908 |
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7540 train 4.297395 (lr=1.1754e-04) (hash(x)=156695926)
|
| 909 |
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7550 train 4.058777 (lr=1.1694e-04) (hash(x)=149115609)
|
| 910 |
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7560 train 4.034388 (lr=1.1633e-04) (hash(x)=143974224)
|
| 911 |
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7570 train 3.991103 (lr=1.1574e-04) (hash(x)=148204424)
|
| 912 |
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7580 train 4.069330 (lr=1.1514e-04) (hash(x)=150177910)
|
| 913 |
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7590 train 4.080345 (lr=1.1455e-04) (hash(x)=140325629)
|
| 914 |
+
7600 val loss 4.0283
|
| 915 |
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7600 val perplexity 56.1681
|
| 916 |
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7600 train 3.977276 (lr=1.1397e-04) (hash(x)=150235132)
|
| 917 |
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7610 train 4.097807 (lr=1.1339e-04) (hash(x)=157594837)
|
| 918 |
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7620 train 4.103137 (lr=1.1282e-04) (hash(x)=146696749)
|
| 919 |
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7630 train 4.141193 (lr=1.1225e-04) (hash(x)=148463580)
|
| 920 |
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7640 train 3.966796 (lr=1.1168e-04) (hash(x)=140271046)
|
| 921 |
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7650 train 4.017224 (lr=1.1112e-04) (hash(x)=159952319)
|
| 922 |
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7660 train 4.021734 (lr=1.1057e-04) (hash(x)=146307392)
|
| 923 |
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7670 train 3.967839 (lr=1.1002e-04) (hash(x)=145027988)
|
| 924 |
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7680 train 4.038776 (lr=1.0947e-04) (hash(x)=147729698)
|
| 925 |
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7690 train 4.021869 (lr=1.0893e-04) (hash(x)=143401210)
|
| 926 |
+
7700 val loss 4.0228
|
| 927 |
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7700 val perplexity 55.8595
|
| 928 |
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7700 train 3.957328 (lr=1.0840e-04) (hash(x)=154543455)
|
| 929 |
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7710 train 4.028483 (lr=1.0786e-04) (hash(x)=151600456)
|
| 930 |
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7720 train 3.946132 (lr=1.0734e-04) (hash(x)=165913803)
|
| 931 |
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7730 train 3.818464 (lr=1.0682e-04) (hash(x)=144942059)
|
| 932 |
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7740 train 4.041981 (lr=1.0630e-04) (hash(x)=150302103)
|
| 933 |
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7750 train 3.983673 (lr=1.0579e-04) (hash(x)=155782458)
|
| 934 |
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7760 train 4.017528 (lr=1.0528e-04) (hash(x)=147824384)
|
| 935 |
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7770 train 4.032617 (lr=1.0478e-04) (hash(x)=149177657)
|
| 936 |
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7780 train 4.048721 (lr=1.0428e-04) (hash(x)=164446738)
|
| 937 |
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7790 train 3.856337 (lr=1.0379e-04) (hash(x)=146417077)
|
| 938 |
+
7800 val loss 4.0261
|
| 939 |
+
7800 val perplexity 56.0420
|
| 940 |
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7800 train 3.999558 (lr=1.0330e-04) (hash(x)=142456852)
|
| 941 |
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7810 train 3.704015 (lr=1.0282e-04) (hash(x)=146221807)
|
| 942 |
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7820 train 3.898252 (lr=1.0234e-04) (hash(x)=154136533)
|
| 943 |
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7830 train 3.808636 (lr=1.0187e-04) (hash(x)=147492735)
|
| 944 |
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7840 train 3.965074 (lr=1.0140e-04) (hash(x)=143481291)
|
| 945 |
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7850 train 3.785060 (lr=1.0094e-04) (hash(x)=136749307)
|
| 946 |
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7860 train 3.814697 (lr=1.0048e-04) (hash(x)=128985347)
|
| 947 |
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7870 train 3.719477 (lr=1.0002e-04) (hash(x)=152897363)
|
| 948 |
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7880 train 3.921330 (lr=9.9576e-05) (hash(x)=151460360)
|
| 949 |
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7890 train 3.740543 (lr=9.9133e-05) (hash(x)=137481738)
|
| 950 |
+
7900 val loss 4.0266
|
| 951 |
+
7900 val perplexity 56.0684
|
| 952 |
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7900 train 3.816713 (lr=9.8694e-05) (hash(x)=147363479)
|
| 953 |
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7910 train 4.038513 (lr=9.8261e-05) (hash(x)=151165744)
|
| 954 |
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7920 train 4.219281 (lr=9.7832e-05) (hash(x)=146214226)
|
| 955 |
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7930 train 4.027877 (lr=9.7408e-05) (hash(x)=154457502)
|
| 956 |
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7940 train 3.925274 (lr=9.6990e-05) (hash(x)=162025201)
|
| 957 |
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7950 train 3.923593 (lr=9.6576e-05) (hash(x)=156488145)
|
| 958 |
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7960 train 4.199000 (lr=9.6167e-05) (hash(x)=154011584)
|
| 959 |
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7970 train 4.048936 (lr=9.5764e-05) (hash(x)=145330320)
|
| 960 |
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7980 train 3.957245 (lr=9.5365e-05) (hash(x)=148216312)
|
| 961 |
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7990 train 3.896387 (lr=9.4971e-05) (hash(x)=156819091)
|
| 962 |
+
8000 val loss 4.0164
|
| 963 |
+
8000 val perplexity 55.5005
|
| 964 |
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8000 train 4.047329 (lr=9.4583e-05) (hash(x)=156122973)
|
| 965 |
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8010 train 3.989617 (lr=9.4199e-05) (hash(x)=146933088)
|
| 966 |
+
8020 train 4.085203 (lr=9.3820e-05) (hash(x)=151650746)
|
| 967 |
+
8030 train 4.013157 (lr=9.3446e-05) (hash(x)=140692373)
|
| 968 |
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8040 train 4.204532 (lr=9.3078e-05) (hash(x)=147850094)
|
| 969 |
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8050 train 4.016724 (lr=9.2714e-05) (hash(x)=144454109)
|
| 970 |
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8060 train 3.882004 (lr=9.2356e-05) (hash(x)=152205124)
|
| 971 |
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8070 train 4.095700 (lr=9.2002e-05) (hash(x)=148918066)
|
| 972 |
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8080 train 4.026139 (lr=9.1654e-05) (hash(x)=146481024)
|
| 973 |
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8090 train 4.062425 (lr=9.1310e-05) (hash(x)=168785549)
|
| 974 |
+
8100 val loss 4.0143
|
| 975 |
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8100 val perplexity 55.3851
|
| 976 |
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8100 train 4.091202 (lr=9.0972e-05) (hash(x)=156153179)
|
| 977 |
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8110 train 4.043861 (lr=9.0638e-05) (hash(x)=150498601)
|
| 978 |
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8120 train 4.046705 (lr=9.0310e-05) (hash(x)=142002714)
|
| 979 |
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8130 train 3.940776 (lr=8.9987e-05) (hash(x)=138450483)
|
| 980 |
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8140 train 4.022700 (lr=8.9669e-05) (hash(x)=145306351)
|
| 981 |
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8150 train 3.906805 (lr=8.9356e-05) (hash(x)=172502865)
|
| 982 |
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8160 train 4.001176 (lr=8.9048e-05) (hash(x)=156689649)
|
| 983 |
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8170 train 3.924330 (lr=8.8745e-05) (hash(x)=143766932)
|
| 984 |
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8180 train 4.058850 (lr=8.8447e-05) (hash(x)=150361321)
|
| 985 |
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8190 train 3.890045 (lr=8.8154e-05) (hash(x)=152664241)
|
| 986 |
+
8200 val loss 4.0137
|
| 987 |
+
8200 val perplexity 55.3525
|
| 988 |
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8200 train 4.168352 (lr=8.7867e-05) (hash(x)=146430698)
|
| 989 |
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8210 train 3.855417 (lr=8.7584e-05) (hash(x)=167362078)
|
| 990 |
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8220 train 4.072332 (lr=8.7307e-05) (hash(x)=157650942)
|
| 991 |
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8230 train 3.879432 (lr=8.7035e-05) (hash(x)=142102044)
|
| 992 |
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8240 train 3.924657 (lr=8.6768e-05) (hash(x)=153405900)
|
| 993 |
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8250 train 3.878210 (lr=8.6506e-05) (hash(x)=140222909)
|
| 994 |
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8260 train 4.011298 (lr=8.6249e-05) (hash(x)=137981854)
|
| 995 |
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8270 train 3.928321 (lr=8.5997e-05) (hash(x)=147576272)
|
| 996 |
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8280 train 3.937930 (lr=8.5750e-05) (hash(x)=157988195)
|
| 997 |
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8290 train 3.994762 (lr=8.5509e-05) (hash(x)=145715681)
|
| 998 |
+
8300 val loss 4.0149
|
| 999 |
+
8300 val perplexity 55.4194
|
| 1000 |
+
8300 train 3.938457 (lr=8.5273e-05) (hash(x)=143507257)
|
| 1001 |
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8310 train 3.997448 (lr=8.5041e-05) (hash(x)=148930064)
|
| 1002 |
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8320 train 3.923447 (lr=8.4815e-05) (hash(x)=144134805)
|
| 1003 |
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8330 train 4.035623 (lr=8.4594e-05) (hash(x)=148418079)
|
| 1004 |
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8340 train 3.767885 (lr=8.4379e-05) (hash(x)=166518807)
|
| 1005 |
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8350 train 4.070646 (lr=8.4168e-05) (hash(x)=140042036)
|
| 1006 |
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8360 train 3.945139 (lr=8.3963e-05) (hash(x)=151427074)
|
| 1007 |
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8370 train 4.028969 (lr=8.3762e-05) (hash(x)=158389185)
|
| 1008 |
+
8380 train 3.937571 (lr=8.3567e-05) (hash(x)=148193308)
|
| 1009 |
+
8390 train 3.999226 (lr=8.3377e-05) (hash(x)=144289008)
|
| 1010 |
+
8400 val loss 4.0058
|
| 1011 |
+
8400 val perplexity 54.9138
|
| 1012 |
+
8400 train 3.717309 (lr=8.3193e-05) (hash(x)=166272643)
|
| 1013 |
+
8410 train 3.928385 (lr=8.3013e-05) (hash(x)=162244433)
|
| 1014 |
+
8420 train 3.962059 (lr=8.2839e-05) (hash(x)=149271299)
|
| 1015 |
+
8430 train 4.105599 (lr=8.2669e-05) (hash(x)=154135338)
|
| 1016 |
+
8440 train 4.151826 (lr=8.2505e-05) (hash(x)=149661838)
|
| 1017 |
+
8450 train 3.985238 (lr=8.2347e-05) (hash(x)=142205056)
|
| 1018 |
+
8460 train 3.919768 (lr=8.2193e-05) (hash(x)=166652398)
|
| 1019 |
+
8470 train 4.095822 (lr=8.2044e-05) (hash(x)=149029710)
|
| 1020 |
+
8480 train 3.863627 (lr=8.1901e-05) (hash(x)=154217415)
|
| 1021 |
+
8490 train 3.945237 (lr=8.1763e-05) (hash(x)=151526557)
|
| 1022 |
+
8500 val loss 4.0068
|
| 1023 |
+
8500 val perplexity 54.9702
|
| 1024 |
+
8500 train 3.931766 (lr=8.1630e-05) (hash(x)=143887848)
|
| 1025 |
+
8510 train 3.920545 (lr=8.1502e-05) (hash(x)=152324645)
|
| 1026 |
+
8520 train 3.650105 (lr=8.1380e-05) (hash(x)=145124959)
|
| 1027 |
+
8530 train 3.973529 (lr=8.1263e-05) (hash(x)=186319340)
|
| 1028 |
+
8540 train 3.988179 (lr=8.1150e-05) (hash(x)=147388339)
|
| 1029 |
+
8550 train 4.014598 (lr=8.1044e-05) (hash(x)=150118928)
|
| 1030 |
+
8560 train 4.020784 (lr=8.0942e-05) (hash(x)=153985286)
|
| 1031 |
+
8570 train 3.957687 (lr=8.0845e-05) (hash(x)=149582799)
|
| 1032 |
+
8580 train 3.962481 (lr=8.0754e-05) (hash(x)=156867870)
|
| 1033 |
+
8590 train 3.858797 (lr=8.0668e-05) (hash(x)=148773298)
|
| 1034 |
+
8600 val loss 4.0093
|
| 1035 |
+
8600 val perplexity 55.1094
|
| 1036 |
+
8600 train 3.951298 (lr=8.0587e-05) (hash(x)=156900341)
|
| 1037 |
+
8610 train 4.110935 (lr=8.0511e-05) (hash(x)=156790089)
|
| 1038 |
+
8620 train 3.912874 (lr=8.0441e-05) (hash(x)=154680805)
|
| 1039 |
+
8630 train 3.950346 (lr=8.0376e-05) (hash(x)=138107873)
|
| 1040 |
+
8640 train 4.042800 (lr=8.0316e-05) (hash(x)=142554243)
|
| 1041 |
+
8650 train 3.841221 (lr=8.0261e-05) (hash(x)=134360956)
|
| 1042 |
+
8660 train 3.923875 (lr=8.0211e-05) (hash(x)=128599610)
|
| 1043 |
+
8670 train 3.954834 (lr=8.0167e-05) (hash(x)=159628945)
|
| 1044 |
+
8680 train 3.986490 (lr=8.0128e-05) (hash(x)=143161532)
|
| 1045 |
+
8690 train 4.012177 (lr=8.0094e-05) (hash(x)=140104912)
|
| 1046 |
+
8700 val loss 4.0011
|
| 1047 |
+
8700 val perplexity 54.6591
|
| 1048 |
+
8700 train 4.186152 (lr=8.0065e-05) (hash(x)=146417632)
|
| 1049 |
+
8710 train 4.165915 (lr=8.0042e-05) (hash(x)=153671695)
|
| 1050 |
+
8720 train 4.037034 (lr=8.0023e-05) (hash(x)=141680750)
|
| 1051 |
+
8730 train 3.910734 (lr=8.0010e-05) (hash(x)=147279231)
|
| 1052 |
+
8740 train 4.202551 (lr=8.0003e-05) (hash(x)=129729371)
|
| 1053 |
+
8749 val loss 4.0015
|
| 1054 |
+
8749 val perplexity 54.6802
|
lr8e-4_total_batch_size61440_baseline_seed1339/model_08749.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0d6d5b631e233d2966d4ad867d741d0a78cf67edfc4c8c300a32e8736b155669
|
| 3 |
+
size 92843394
|
lr8e-4_total_batch_size61440_baseline_seed1339/optimizer_08749.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4895d29bfae80d83fa339ba337fe8bce61c9bbf53ac457f1198d47873e128462
|
| 3 |
+
size 179406214
|