Upload folder using huggingface_hub
Browse files- lr6e-4_total_batch_size61440_baseline_seed1338/args.json +1 -0
- lr6e-4_total_batch_size61440_baseline_seed1338/dataloader_08749.pt +3 -0
- lr6e-4_total_batch_size61440_baseline_seed1338/log2.txt +1054 -0
- lr6e-4_total_batch_size61440_baseline_seed1338/model_08749.pt +3 -0
- lr6e-4_total_batch_size61440_baseline_seed1338/optimizer_08749.pt +3 -0
lr6e-4_total_batch_size61440_baseline_seed1338/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_11/lr6e-4_total_batch_size61440_baseline_seed1338", "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": 1338, "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": 0.0006, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "6e-4_61440", "n_embd": 256}
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lr6e-4_total_batch_size61440_baseline_seed1338/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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lr6e-4_total_batch_size61440_baseline_seed1338/log2.txt
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|
| 1 |
+
max_steps: 8750
|
| 2 |
+
0 val loss 11.2202
|
| 3 |
+
0 val perplexity 74626.3672
|
| 4 |
+
0 train 11.227304 (lr=1.2000e-06) (hash(x)=150327452)
|
| 5 |
+
10 train 10.264297 (lr=1.3200e-05) (hash(x)=165603215)
|
| 6 |
+
20 train 9.822220 (lr=2.5200e-05) (hash(x)=142061326)
|
| 7 |
+
30 train 9.539705 (lr=3.7200e-05) (hash(x)=147690730)
|
| 8 |
+
40 train 9.265720 (lr=4.9200e-05) (hash(x)=160872542)
|
| 9 |
+
50 train 8.876311 (lr=6.1200e-05) (hash(x)=166441190)
|
| 10 |
+
60 train 8.467316 (lr=7.3200e-05) (hash(x)=140536766)
|
| 11 |
+
70 train 8.044115 (lr=8.5200e-05) (hash(x)=146052944)
|
| 12 |
+
80 train 7.776663 (lr=9.7200e-05) (hash(x)=140542391)
|
| 13 |
+
90 train 7.566552 (lr=1.0920e-04) (hash(x)=147098660)
|
| 14 |
+
100 val loss 7.5550
|
| 15 |
+
100 val perplexity 1910.2827
|
| 16 |
+
100 train 7.542656 (lr=1.2120e-04) (hash(x)=166780046)
|
| 17 |
+
110 train 7.331550 (lr=1.3320e-04) (hash(x)=143376584)
|
| 18 |
+
120 train 7.284158 (lr=1.4520e-04) (hash(x)=145337630)
|
| 19 |
+
130 train 7.265489 (lr=1.5720e-04) (hash(x)=147524744)
|
| 20 |
+
140 train 7.156878 (lr=1.6920e-04) (hash(x)=155587442)
|
| 21 |
+
150 train 7.039916 (lr=1.8120e-04) (hash(x)=159835303)
|
| 22 |
+
160 train 6.872100 (lr=1.9320e-04) (hash(x)=142171630)
|
| 23 |
+
170 train 6.765819 (lr=2.0520e-04) (hash(x)=136930463)
|
| 24 |
+
180 train 6.754886 (lr=2.1720e-04) (hash(x)=153579148)
|
| 25 |
+
190 train 6.637670 (lr=2.2920e-04) (hash(x)=140352771)
|
| 26 |
+
200 val loss 6.8020
|
| 27 |
+
200 val perplexity 899.6688
|
| 28 |
+
200 train 6.523501 (lr=2.4120e-04) (hash(x)=155040610)
|
| 29 |
+
210 train 6.448275 (lr=2.5320e-04) (hash(x)=141273862)
|
| 30 |
+
220 train 6.677712 (lr=2.6520e-04) (hash(x)=165326618)
|
| 31 |
+
230 train 6.404750 (lr=2.7720e-04) (hash(x)=150122120)
|
| 32 |
+
240 train 6.207932 (lr=2.8920e-04) (hash(x)=143024679)
|
| 33 |
+
250 train 6.197723 (lr=3.0120e-04) (hash(x)=130190460)
|
| 34 |
+
260 train 6.306369 (lr=3.1320e-04) (hash(x)=151890219)
|
| 35 |
+
270 train 6.105533 (lr=3.2520e-04) (hash(x)=143685291)
|
| 36 |
+
280 train 6.375318 (lr=3.3720e-04) (hash(x)=137108194)
|
| 37 |
+
290 train 6.537086 (lr=3.4920e-04) (hash(x)=157920866)
|
| 38 |
+
300 val loss 6.3194
|
| 39 |
+
300 val perplexity 555.2238
|
| 40 |
+
300 train 6.251268 (lr=3.6120e-04) (hash(x)=155504036)
|
| 41 |
+
310 train 6.360087 (lr=3.7320e-04) (hash(x)=144551186)
|
| 42 |
+
320 train 6.359428 (lr=3.8520e-04) (hash(x)=161180086)
|
| 43 |
+
330 train 6.102449 (lr=3.9720e-04) (hash(x)=141651471)
|
| 44 |
+
340 train 6.199506 (lr=4.0920e-04) (hash(x)=157490741)
|
| 45 |
+
350 train 6.171093 (lr=4.2120e-04) (hash(x)=137347213)
|
| 46 |
+
360 train 6.409575 (lr=4.3320e-04) (hash(x)=171273659)
|
| 47 |
+
370 train 6.071672 (lr=4.4520e-04) (hash(x)=152118871)
|
| 48 |
+
380 train 6.058847 (lr=4.5720e-04) (hash(x)=161338097)
|
| 49 |
+
390 train 6.125686 (lr=4.6920e-04) (hash(x)=152404537)
|
| 50 |
+
400 val loss 5.9873
|
| 51 |
+
400 val perplexity 398.3297
|
| 52 |
+
400 train 5.832019 (lr=4.8120e-04) (hash(x)=143823248)
|
| 53 |
+
410 train 6.075671 (lr=4.9320e-04) (hash(x)=161686752)
|
| 54 |
+
420 train 5.816225 (lr=5.0520e-04) (hash(x)=155391312)
|
| 55 |
+
430 train 5.718140 (lr=5.1720e-04) (hash(x)=142145507)
|
| 56 |
+
440 train 5.838814 (lr=5.2920e-04) (hash(x)=121931091)
|
| 57 |
+
450 train 5.814079 (lr=5.4120e-04) (hash(x)=156260416)
|
| 58 |
+
460 train 5.950016 (lr=5.5320e-04) (hash(x)=169781623)
|
| 59 |
+
470 train 5.724694 (lr=5.6520e-04) (hash(x)=150131545)
|
| 60 |
+
480 train 5.730963 (lr=5.7720e-04) (hash(x)=150443184)
|
| 61 |
+
490 train 5.726679 (lr=5.8920e-04) (hash(x)=149368198)
|
| 62 |
+
500 val loss 5.7502
|
| 63 |
+
500 val perplexity 314.2422
|
| 64 |
+
500 train 5.640978 (lr=6.0000e-04) (hash(x)=143734685)
|
| 65 |
+
510 train 5.670963 (lr=6.0000e-04) (hash(x)=148943891)
|
| 66 |
+
520 train 5.657520 (lr=5.9999e-04) (hash(x)=149070354)
|
| 67 |
+
530 train 5.662800 (lr=5.9998e-04) (hash(x)=153601219)
|
| 68 |
+
540 train 5.671170 (lr=5.9997e-04) (hash(x)=174970654)
|
| 69 |
+
550 train 5.607504 (lr=5.9995e-04) (hash(x)=160013925)
|
| 70 |
+
560 train 5.453632 (lr=5.9993e-04) (hash(x)=152096988)
|
| 71 |
+
570 train 5.523782 (lr=5.9990e-04) (hash(x)=157203924)
|
| 72 |
+
580 train 5.343158 (lr=5.9987e-04) (hash(x)=138582113)
|
| 73 |
+
590 train 5.362182 (lr=5.9984e-04) (hash(x)=157451775)
|
| 74 |
+
600 val loss 5.5693
|
| 75 |
+
600 val perplexity 262.2405
|
| 76 |
+
600 train 5.283688 (lr=5.9980e-04) (hash(x)=150678249)
|
| 77 |
+
610 train 5.336588 (lr=5.9976e-04) (hash(x)=150248072)
|
| 78 |
+
620 train 5.218178 (lr=5.9972e-04) (hash(x)=148286909)
|
| 79 |
+
630 train 5.185419 (lr=5.9967e-04) (hash(x)=141197178)
|
| 80 |
+
640 train 5.258883 (lr=5.9962e-04) (hash(x)=144988391)
|
| 81 |
+
650 train 5.202114 (lr=5.9956e-04) (hash(x)=149073315)
|
| 82 |
+
660 train 5.137412 (lr=5.9950e-04) (hash(x)=145239943)
|
| 83 |
+
670 train 5.163773 (lr=5.9943e-04) (hash(x)=146657426)
|
| 84 |
+
680 train 5.386376 (lr=5.9937e-04) (hash(x)=142323429)
|
| 85 |
+
690 train 5.365347 (lr=5.9929e-04) (hash(x)=142724342)
|
| 86 |
+
700 val loss 5.4224
|
| 87 |
+
700 val perplexity 226.4288
|
| 88 |
+
700 train 5.286738 (lr=5.9922e-04) (hash(x)=175802021)
|
| 89 |
+
710 train 5.360932 (lr=5.9914e-04) (hash(x)=148902690)
|
| 90 |
+
720 train 5.428729 (lr=5.9905e-04) (hash(x)=155151320)
|
| 91 |
+
730 train 5.285549 (lr=5.9897e-04) (hash(x)=142078914)
|
| 92 |
+
740 train 5.455531 (lr=5.9887e-04) (hash(x)=155634484)
|
| 93 |
+
750 train 5.391163 (lr=5.9878e-04) (hash(x)=171034639)
|
| 94 |
+
760 train 5.355544 (lr=5.9868e-04) (hash(x)=142470148)
|
| 95 |
+
770 train 5.328402 (lr=5.9857e-04) (hash(x)=156024448)
|
| 96 |
+
780 train 5.218045 (lr=5.9847e-04) (hash(x)=151369417)
|
| 97 |
+
790 train 5.164786 (lr=5.9836e-04) (hash(x)=139260056)
|
| 98 |
+
800 val loss 5.2709
|
| 99 |
+
800 val perplexity 194.5971
|
| 100 |
+
800 train 5.394062 (lr=5.9824e-04) (hash(x)=158681215)
|
| 101 |
+
810 train 5.199815 (lr=5.9812e-04) (hash(x)=144884161)
|
| 102 |
+
820 train 5.243296 (lr=5.9800e-04) (hash(x)=146977514)
|
| 103 |
+
830 train 5.116415 (lr=5.9787e-04) (hash(x)=148983636)
|
| 104 |
+
840 train 5.175656 (lr=5.9774e-04) (hash(x)=157824542)
|
| 105 |
+
850 train 5.129094 (lr=5.9761e-04) (hash(x)=152116061)
|
| 106 |
+
860 train 5.227029 (lr=5.9747e-04) (hash(x)=153743703)
|
| 107 |
+
870 train 5.320691 (lr=5.9732e-04) (hash(x)=149913335)
|
| 108 |
+
880 train 5.123341 (lr=5.9718e-04) (hash(x)=151096434)
|
| 109 |
+
890 train 5.102977 (lr=5.9703e-04) (hash(x)=145848702)
|
| 110 |
+
900 val loss 5.1598
|
| 111 |
+
900 val perplexity 174.1381
|
| 112 |
+
900 train 5.082558 (lr=5.9687e-04) (hash(x)=146108145)
|
| 113 |
+
910 train 5.010022 (lr=5.9672e-04) (hash(x)=146903806)
|
| 114 |
+
920 train 4.976546 (lr=5.9655e-04) (hash(x)=149225019)
|
| 115 |
+
930 train 4.928758 (lr=5.9639e-04) (hash(x)=146110422)
|
| 116 |
+
940 train 5.005662 (lr=5.9622e-04) (hash(x)=161333614)
|
| 117 |
+
950 train 4.932198 (lr=5.9605e-04) (hash(x)=147598108)
|
| 118 |
+
960 train 5.049557 (lr=5.9587e-04) (hash(x)=158133101)
|
| 119 |
+
970 train 4.905695 (lr=5.9569e-04) (hash(x)=152199591)
|
| 120 |
+
980 train 4.868150 (lr=5.9550e-04) (hash(x)=152359036)
|
| 121 |
+
990 train 4.884979 (lr=5.9531e-04) (hash(x)=145166335)
|
| 122 |
+
1000 val loss 5.0950
|
| 123 |
+
1000 val perplexity 163.1966
|
| 124 |
+
1000 train 4.792043 (lr=5.9512e-04) (hash(x)=154996086)
|
| 125 |
+
1010 train 4.726423 (lr=5.9492e-04) (hash(x)=149406975)
|
| 126 |
+
1020 train 4.848952 (lr=5.9472e-04) (hash(x)=144618270)
|
| 127 |
+
1030 train 4.701184 (lr=5.9452e-04) (hash(x)=148306536)
|
| 128 |
+
1040 train 4.733491 (lr=5.9431e-04) (hash(x)=151643553)
|
| 129 |
+
1050 train 4.661354 (lr=5.9410e-04) (hash(x)=153396183)
|
| 130 |
+
1060 train 4.693603 (lr=5.9388e-04) (hash(x)=157501787)
|
| 131 |
+
1070 train 4.888477 (lr=5.9366e-04) (hash(x)=153277507)
|
| 132 |
+
1080 train 4.959070 (lr=5.9344e-04) (hash(x)=156232389)
|
| 133 |
+
1090 train 4.904087 (lr=5.9321e-04) (hash(x)=150673143)
|
| 134 |
+
1100 val loss 4.9859
|
| 135 |
+
1100 val perplexity 146.3392
|
| 136 |
+
1100 train 4.979692 (lr=5.9298e-04) (hash(x)=153885445)
|
| 137 |
+
1110 train 4.968654 (lr=5.9275e-04) (hash(x)=143951073)
|
| 138 |
+
1120 train 5.354780 (lr=5.9251e-04) (hash(x)=151626904)
|
| 139 |
+
1130 train 4.951041 (lr=5.9227e-04) (hash(x)=144013074)
|
| 140 |
+
1140 train 4.867618 (lr=5.9202e-04) (hash(x)=149948988)
|
| 141 |
+
1150 train 4.940332 (lr=5.9177e-04) (hash(x)=159666385)
|
| 142 |
+
1160 train 4.890215 (lr=5.9152e-04) (hash(x)=146889587)
|
| 143 |
+
1170 train 4.956844 (lr=5.9126e-04) (hash(x)=151746917)
|
| 144 |
+
1180 train 4.961044 (lr=5.9100e-04) (hash(x)=154396948)
|
| 145 |
+
1190 train 4.902488 (lr=5.9073e-04) (hash(x)=148201222)
|
| 146 |
+
1200 val loss 4.8887
|
| 147 |
+
1200 val perplexity 132.7770
|
| 148 |
+
1200 train 4.907124 (lr=5.9046e-04) (hash(x)=142353087)
|
| 149 |
+
1210 train 4.898867 (lr=5.9019e-04) (hash(x)=146779775)
|
| 150 |
+
1220 train 4.974347 (lr=5.8992e-04) (hash(x)=155864740)
|
| 151 |
+
1230 train 4.988605 (lr=5.8963e-04) (hash(x)=129826485)
|
| 152 |
+
1240 train 4.819598 (lr=5.8935e-04) (hash(x)=108599491)
|
| 153 |
+
1250 train 4.757872 (lr=5.8906e-04) (hash(x)=146491718)
|
| 154 |
+
1260 train 4.826903 (lr=5.8877e-04) (hash(x)=141897382)
|
| 155 |
+
1270 train 4.785016 (lr=5.8848e-04) (hash(x)=144830380)
|
| 156 |
+
1280 train 4.840586 (lr=5.8818e-04) (hash(x)=157677763)
|
| 157 |
+
1290 train 4.674917 (lr=5.8787e-04) (hash(x)=143611746)
|
| 158 |
+
1300 val loss 4.8262
|
| 159 |
+
1300 val perplexity 124.7353
|
| 160 |
+
1300 train 4.699008 (lr=5.8757e-04) (hash(x)=150750353)
|
| 161 |
+
1310 train 4.959228 (lr=5.8726e-04) (hash(x)=152850907)
|
| 162 |
+
1320 train 4.832575 (lr=5.8694e-04) (hash(x)=148575395)
|
| 163 |
+
1330 train 4.587888 (lr=5.8663e-04) (hash(x)=157113001)
|
| 164 |
+
1340 train 4.640936 (lr=5.8630e-04) (hash(x)=137400723)
|
| 165 |
+
1350 train 4.701644 (lr=5.8598e-04) (hash(x)=129849193)
|
| 166 |
+
1360 train 4.675120 (lr=5.8565e-04) (hash(x)=144176797)
|
| 167 |
+
1370 train 4.517898 (lr=5.8532e-04) (hash(x)=144550831)
|
| 168 |
+
1380 train 4.484356 (lr=5.8498e-04) (hash(x)=144171821)
|
| 169 |
+
1390 train 4.423070 (lr=5.8464e-04) (hash(x)=146110449)
|
| 170 |
+
1400 val loss 4.7762
|
| 171 |
+
1400 val perplexity 118.6571
|
| 172 |
+
1400 train 4.505144 (lr=5.8430e-04) (hash(x)=152767913)
|
| 173 |
+
1410 train 4.509851 (lr=5.8395e-04) (hash(x)=148110947)
|
| 174 |
+
1420 train 4.391037 (lr=5.8360e-04) (hash(x)=153477905)
|
| 175 |
+
1430 train 4.281709 (lr=5.8324e-04) (hash(x)=147227598)
|
| 176 |
+
1440 train 4.490622 (lr=5.8289e-04) (hash(x)=146280368)
|
| 177 |
+
1450 train 4.468853 (lr=5.8252e-04) (hash(x)=146531140)
|
| 178 |
+
1460 train 4.310854 (lr=5.8216e-04) (hash(x)=151573873)
|
| 179 |
+
1470 train 4.777008 (lr=5.8179e-04) (hash(x)=155559275)
|
| 180 |
+
1480 train 4.657070 (lr=5.8142e-04) (hash(x)=140584826)
|
| 181 |
+
1490 train 4.632737 (lr=5.8104e-04) (hash(x)=165070637)
|
| 182 |
+
1500 val loss 4.7375
|
| 183 |
+
1500 val perplexity 114.1522
|
| 184 |
+
1500 train 4.757635 (lr=5.8066e-04) (hash(x)=151562048)
|
| 185 |
+
1510 train 4.525479 (lr=5.8028e-04) (hash(x)=147770607)
|
| 186 |
+
1520 train 4.616034 (lr=5.7989e-04) (hash(x)=156486153)
|
| 187 |
+
1530 train 4.570763 (lr=5.7950e-04) (hash(x)=140244564)
|
| 188 |
+
1540 train 4.629193 (lr=5.7910e-04) (hash(x)=151627549)
|
| 189 |
+
1550 train 4.675590 (lr=5.7870e-04) (hash(x)=146001424)
|
| 190 |
+
1560 train 4.744078 (lr=5.7830e-04) (hash(x)=184266264)
|
| 191 |
+
1570 train 4.646249 (lr=5.7790e-04) (hash(x)=145002091)
|
| 192 |
+
1580 train 4.531161 (lr=5.7749e-04) (hash(x)=132216826)
|
| 193 |
+
1590 train 4.710011 (lr=5.7707e-04) (hash(x)=160975703)
|
| 194 |
+
1600 val loss 4.6728
|
| 195 |
+
1600 val perplexity 106.9987
|
| 196 |
+
1600 train 4.820989 (lr=5.7666e-04) (hash(x)=166486165)
|
| 197 |
+
1610 train 4.708908 (lr=5.7624e-04) (hash(x)=149601833)
|
| 198 |
+
1620 train 4.596306 (lr=5.7581e-04) (hash(x)=157815188)
|
| 199 |
+
1630 train 4.612430 (lr=5.7539e-04) (hash(x)=144234679)
|
| 200 |
+
1640 train 4.756866 (lr=5.7496e-04) (hash(x)=160054560)
|
| 201 |
+
1650 train 4.570097 (lr=5.7452e-04) (hash(x)=141061333)
|
| 202 |
+
1660 train 4.687957 (lr=5.7408e-04) (hash(x)=148064219)
|
| 203 |
+
1670 train 4.534023 (lr=5.7364e-04) (hash(x)=162799669)
|
| 204 |
+
1680 train 4.561423 (lr=5.7320e-04) (hash(x)=147474277)
|
| 205 |
+
1690 train 4.623002 (lr=5.7275e-04) (hash(x)=142369299)
|
| 206 |
+
1700 val loss 4.6469
|
| 207 |
+
1700 val perplexity 104.2572
|
| 208 |
+
1700 train 4.391309 (lr=5.7230e-04) (hash(x)=130835396)
|
| 209 |
+
1710 train 4.749188 (lr=5.7184e-04) (hash(x)=153173892)
|
| 210 |
+
1720 train 4.395944 (lr=5.7138e-04) (hash(x)=148451191)
|
| 211 |
+
1730 train 4.514690 (lr=5.7092e-04) (hash(x)=145047239)
|
| 212 |
+
1740 train 4.422426 (lr=5.7045e-04) (hash(x)=147187109)
|
| 213 |
+
1750 train 4.528538 (lr=5.6999e-04) (hash(x)=149493155)
|
| 214 |
+
1760 train 4.479813 (lr=5.6951e-04) (hash(x)=147647531)
|
| 215 |
+
1770 train 4.703120 (lr=5.6904e-04) (hash(x)=153677279)
|
| 216 |
+
1780 train 4.535886 (lr=5.6856e-04) (hash(x)=144314015)
|
| 217 |
+
1790 train 4.562047 (lr=5.6807e-04) (hash(x)=176962883)
|
| 218 |
+
1800 val loss 4.6100
|
| 219 |
+
1800 val perplexity 100.4863
|
| 220 |
+
1800 train 4.658447 (lr=5.6759e-04) (hash(x)=158851816)
|
| 221 |
+
1810 train 4.247943 (lr=5.6710e-04) (hash(x)=175415447)
|
| 222 |
+
1820 train 4.544044 (lr=5.6660e-04) (hash(x)=169829733)
|
| 223 |
+
1830 train 4.521188 (lr=5.6611e-04) (hash(x)=154116106)
|
| 224 |
+
1840 train 4.360022 (lr=5.6561e-04) (hash(x)=150168406)
|
| 225 |
+
1850 train 4.355367 (lr=5.6510e-04) (hash(x)=145782493)
|
| 226 |
+
1860 train 4.335286 (lr=5.6459e-04) (hash(x)=158111664)
|
| 227 |
+
1870 train 4.274739 (lr=5.6408e-04) (hash(x)=154837061)
|
| 228 |
+
1880 train 4.237429 (lr=5.6357e-04) (hash(x)=151363745)
|
| 229 |
+
1890 train 4.351537 (lr=5.6305e-04) (hash(x)=161283557)
|
| 230 |
+
1900 val loss 4.5920
|
| 231 |
+
1900 val perplexity 98.6896
|
| 232 |
+
1900 train 4.598354 (lr=5.6253e-04) (hash(x)=153313879)
|
| 233 |
+
1910 train 4.414730 (lr=5.6201e-04) (hash(x)=152272272)
|
| 234 |
+
1920 train 4.486166 (lr=5.6148e-04) (hash(x)=153648837)
|
| 235 |
+
1930 train 4.582623 (lr=5.6095e-04) (hash(x)=150161694)
|
| 236 |
+
1940 train 4.467021 (lr=5.6041e-04) (hash(x)=151235093)
|
| 237 |
+
1950 train 4.515565 (lr=5.5988e-04) (hash(x)=140582058)
|
| 238 |
+
1960 train 4.447826 (lr=5.5934e-04) (hash(x)=125616059)
|
| 239 |
+
1970 train 4.590308 (lr=5.5879e-04) (hash(x)=154353968)
|
| 240 |
+
1980 train 4.609747 (lr=5.5824e-04) (hash(x)=156063143)
|
| 241 |
+
1990 train 4.627287 (lr=5.5769e-04) (hash(x)=160927289)
|
| 242 |
+
2000 val loss 4.5473
|
| 243 |
+
2000 val perplexity 94.3768
|
| 244 |
+
2000 train 4.528445 (lr=5.5714e-04) (hash(x)=158245023)
|
| 245 |
+
2010 train 4.580523 (lr=5.5658e-04) (hash(x)=157096661)
|
| 246 |
+
2020 train 4.790643 (lr=5.5602e-04) (hash(x)=144994302)
|
| 247 |
+
2030 train 4.486280 (lr=5.5546e-04) (hash(x)=145742929)
|
| 248 |
+
2040 train 4.496912 (lr=5.5489e-04) (hash(x)=156958528)
|
| 249 |
+
2050 train 5.007847 (lr=5.5432e-04) (hash(x)=135313020)
|
| 250 |
+
2060 train 4.655932 (lr=5.5374e-04) (hash(x)=147309332)
|
| 251 |
+
2070 train 4.433441 (lr=5.5317e-04) (hash(x)=161720962)
|
| 252 |
+
2080 train 4.622493 (lr=5.5259e-04) (hash(x)=167204793)
|
| 253 |
+
2090 train 4.516514 (lr=5.5200e-04) (hash(x)=141325510)
|
| 254 |
+
2100 val loss 4.5185
|
| 255 |
+
2100 val perplexity 91.7006
|
| 256 |
+
2100 train 4.341032 (lr=5.5142e-04) (hash(x)=157204896)
|
| 257 |
+
2110 train 4.303373 (lr=5.5083e-04) (hash(x)=143077993)
|
| 258 |
+
2120 train 4.509861 (lr=5.5023e-04) (hash(x)=159032689)
|
| 259 |
+
2130 train 4.385473 (lr=5.4964e-04) (hash(x)=149513855)
|
| 260 |
+
2140 train 4.313018 (lr=5.4904e-04) (hash(x)=151678267)
|
| 261 |
+
2150 train 4.401194 (lr=5.4843e-04) (hash(x)=141309246)
|
| 262 |
+
2160 train 4.500446 (lr=5.4783e-04) (hash(x)=153935732)
|
| 263 |
+
2170 train 4.397508 (lr=5.4722e-04) (hash(x)=150668875)
|
| 264 |
+
2180 train 4.396203 (lr=5.4661e-04) (hash(x)=142033123)
|
| 265 |
+
2190 train 4.441040 (lr=5.4599e-04) (hash(x)=157015026)
|
| 266 |
+
2200 val loss 4.5058
|
| 267 |
+
2200 val perplexity 90.5408
|
| 268 |
+
2200 train 4.330727 (lr=5.4537e-04) (hash(x)=137541932)
|
| 269 |
+
2210 train 4.235078 (lr=5.4475e-04) (hash(x)=144424504)
|
| 270 |
+
2220 train 4.178911 (lr=5.4413e-04) (hash(x)=151015810)
|
| 271 |
+
2230 train 4.240218 (lr=5.4350e-04) (hash(x)=160707806)
|
| 272 |
+
2240 train 4.250599 (lr=5.4287e-04) (hash(x)=151874110)
|
| 273 |
+
2250 train 4.219031 (lr=5.4223e-04) (hash(x)=157341469)
|
| 274 |
+
2260 train 4.039702 (lr=5.4160e-04) (hash(x)=144563224)
|
| 275 |
+
2270 train 4.202419 (lr=5.4096e-04) (hash(x)=144878459)
|
| 276 |
+
2280 train 4.274534 (lr=5.4031e-04) (hash(x)=158331565)
|
| 277 |
+
2290 train 4.292605 (lr=5.3967e-04) (hash(x)=146875132)
|
| 278 |
+
2300 val loss 4.4907
|
| 279 |
+
2300 val perplexity 89.1855
|
| 280 |
+
2300 train 4.434899 (lr=5.3902e-04) (hash(x)=150149692)
|
| 281 |
+
2310 train 4.433178 (lr=5.3837e-04) (hash(x)=141206538)
|
| 282 |
+
2320 train 4.472841 (lr=5.3771e-04) (hash(x)=136219115)
|
| 283 |
+
2330 train 4.503714 (lr=5.3705e-04) (hash(x)=148496500)
|
| 284 |
+
2340 train 4.489939 (lr=5.3639e-04) (hash(x)=161388511)
|
| 285 |
+
2350 train 4.333093 (lr=5.3573e-04) (hash(x)=149433185)
|
| 286 |
+
2360 train 4.552496 (lr=5.3506e-04) (hash(x)=154659203)
|
| 287 |
+
2370 train 4.539382 (lr=5.3439e-04) (hash(x)=145696996)
|
| 288 |
+
2380 train 4.349158 (lr=5.3372e-04) (hash(x)=139915095)
|
| 289 |
+
2390 train 4.471357 (lr=5.3304e-04) (hash(x)=150567584)
|
| 290 |
+
2400 val loss 4.4591
|
| 291 |
+
2400 val perplexity 86.4124
|
| 292 |
+
2400 train 4.378132 (lr=5.3236e-04) (hash(x)=151730720)
|
| 293 |
+
2410 train 4.413832 (lr=5.3168e-04) (hash(x)=153136544)
|
| 294 |
+
2420 train 4.384438 (lr=5.3099e-04) (hash(x)=151004677)
|
| 295 |
+
2430 train 4.405857 (lr=5.3030e-04) (hash(x)=167118859)
|
| 296 |
+
2440 train 4.415806 (lr=5.2961e-04) (hash(x)=145433453)
|
| 297 |
+
2450 train 4.442924 (lr=5.2892e-04) (hash(x)=150913293)
|
| 298 |
+
2460 train 4.414309 (lr=5.2822e-04) (hash(x)=145674639)
|
| 299 |
+
2470 train 4.520781 (lr=5.2752e-04) (hash(x)=151022749)
|
| 300 |
+
2480 train 4.369912 (lr=5.2682e-04) (hash(x)=136621037)
|
| 301 |
+
2490 train 4.420648 (lr=5.2612e-04) (hash(x)=158100672)
|
| 302 |
+
2500 val loss 4.4299
|
| 303 |
+
2500 val perplexity 83.9196
|
| 304 |
+
2500 train 4.439744 (lr=5.2541e-04) (hash(x)=143406752)
|
| 305 |
+
2510 train 4.358023 (lr=5.2470e-04) (hash(x)=142664084)
|
| 306 |
+
2520 train 4.418015 (lr=5.2398e-04) (hash(x)=132174378)
|
| 307 |
+
2530 train 4.431797 (lr=5.2327e-04) (hash(x)=140760293)
|
| 308 |
+
2540 train 4.365294 (lr=5.2255e-04) (hash(x)=154863398)
|
| 309 |
+
2550 train 4.308542 (lr=5.2183e-04) (hash(x)=153042049)
|
| 310 |
+
2560 train 4.241079 (lr=5.2110e-04) (hash(x)=145339170)
|
| 311 |
+
2570 train 4.398878 (lr=5.2037e-04) (hash(x)=157656357)
|
| 312 |
+
2580 train 4.383601 (lr=5.1964e-04) (hash(x)=147899462)
|
| 313 |
+
2590 train 4.353883 (lr=5.1891e-04) (hash(x)=142812892)
|
| 314 |
+
2600 val loss 4.4412
|
| 315 |
+
2600 val perplexity 84.8788
|
| 316 |
+
2600 train 4.311806 (lr=5.1817e-04) (hash(x)=157272496)
|
| 317 |
+
2610 train 4.103051 (lr=5.1743e-04) (hash(x)=148923594)
|
| 318 |
+
2620 train 4.032918 (lr=5.1669e-04) (hash(x)=164654807)
|
| 319 |
+
2630 train 4.217052 (lr=5.1595e-04) (hash(x)=136419327)
|
| 320 |
+
2640 train 4.185861 (lr=5.1520e-04) (hash(x)=153420840)
|
| 321 |
+
2650 train 4.033188 (lr=5.1445e-04) (hash(x)=153693827)
|
| 322 |
+
2660 train 4.184895 (lr=5.1370e-04) (hash(x)=145574165)
|
| 323 |
+
2670 train 4.223529 (lr=5.1295e-04) (hash(x)=153894843)
|
| 324 |
+
2680 train 4.073471 (lr=5.1219e-04) (hash(x)=132234446)
|
| 325 |
+
2690 train 4.153461 (lr=5.1143e-04) (hash(x)=153430212)
|
| 326 |
+
2700 val loss 4.4244
|
| 327 |
+
2700 val perplexity 83.4648
|
| 328 |
+
2700 train 4.330724 (lr=5.1067e-04) (hash(x)=155342327)
|
| 329 |
+
2710 train 4.334776 (lr=5.0990e-04) (hash(x)=145797023)
|
| 330 |
+
2720 train 4.485026 (lr=5.0913e-04) (hash(x)=149220870)
|
| 331 |
+
2730 train 4.388978 (lr=5.0836e-04) (hash(x)=134069562)
|
| 332 |
+
2740 train 4.390977 (lr=5.0759e-04) (hash(x)=141560499)
|
| 333 |
+
2750 train 4.413178 (lr=5.0681e-04) (hash(x)=146000524)
|
| 334 |
+
2760 train 4.308161 (lr=5.0603e-04) (hash(x)=164710665)
|
| 335 |
+
2770 train 4.193572 (lr=5.0525e-04) (hash(x)=151199094)
|
| 336 |
+
2780 train 4.395183 (lr=5.0447e-04) (hash(x)=138625404)
|
| 337 |
+
2790 train 4.664254 (lr=5.0368e-04) (hash(x)=162766112)
|
| 338 |
+
2800 val loss 4.3939
|
| 339 |
+
2800 val perplexity 80.9520
|
| 340 |
+
2800 train 4.363864 (lr=5.0290e-04) (hash(x)=140626679)
|
| 341 |
+
2810 train 4.433792 (lr=5.0210e-04) (hash(x)=144248544)
|
| 342 |
+
2820 train 4.354659 (lr=5.0131e-04) (hash(x)=139378481)
|
| 343 |
+
2830 train 4.291965 (lr=5.0052e-04) (hash(x)=150173403)
|
| 344 |
+
2840 train 4.580915 (lr=4.9972e-04) (hash(x)=160168705)
|
| 345 |
+
2850 train 4.370169 (lr=4.9892e-04) (hash(x)=149480059)
|
| 346 |
+
2860 train 4.421855 (lr=4.9811e-04) (hash(x)=155559096)
|
| 347 |
+
2870 train 4.353008 (lr=4.9731e-04) (hash(x)=158825683)
|
| 348 |
+
2880 train 4.523395 (lr=4.9650e-04) (hash(x)=152129048)
|
| 349 |
+
2890 train 4.197937 (lr=4.9569e-04) (hash(x)=157866544)
|
| 350 |
+
2900 val loss 4.3718
|
| 351 |
+
2900 val perplexity 79.1841
|
| 352 |
+
2900 train 4.318600 (lr=4.9487e-04) (hash(x)=144953350)
|
| 353 |
+
2910 train 4.527758 (lr=4.9406e-04) (hash(x)=154103497)
|
| 354 |
+
2920 train 4.241050 (lr=4.9324e-04) (hash(x)=144467854)
|
| 355 |
+
2930 train 4.169162 (lr=4.9242e-04) (hash(x)=153784048)
|
| 356 |
+
2940 train 4.462783 (lr=4.9160e-04) (hash(x)=154774534)
|
| 357 |
+
2950 train 4.324208 (lr=4.9077e-04) (hash(x)=143988507)
|
| 358 |
+
2960 train 4.198943 (lr=4.8995e-04) (hash(x)=159552857)
|
| 359 |
+
2970 train 4.504108 (lr=4.8912e-04) (hash(x)=175539144)
|
| 360 |
+
2980 train 4.380345 (lr=4.8829e-04) (hash(x)=158172686)
|
| 361 |
+
2990 train 4.254247 (lr=4.8745e-04) (hash(x)=147553039)
|
| 362 |
+
3000 val loss 4.3743
|
| 363 |
+
3000 val perplexity 79.3830
|
| 364 |
+
3000 train 4.185371 (lr=4.8662e-04) (hash(x)=172449837)
|
| 365 |
+
3010 train 4.076173 (lr=4.8578e-04) (hash(x)=153285123)
|
| 366 |
+
3020 train 4.247039 (lr=4.8494e-04) (hash(x)=145307252)
|
| 367 |
+
3030 train 4.299971 (lr=4.8409e-04) (hash(x)=147739766)
|
| 368 |
+
3040 train 4.017210 (lr=4.8325e-04) (hash(x)=154414400)
|
| 369 |
+
3050 train 4.104315 (lr=4.8240e-04) (hash(x)=150696487)
|
| 370 |
+
3060 train 4.118686 (lr=4.8155e-04) (hash(x)=154543441)
|
| 371 |
+
3070 train 3.889594 (lr=4.8070e-04) (hash(x)=170733242)
|
| 372 |
+
3080 train 4.248117 (lr=4.7984e-04) (hash(x)=161914669)
|
| 373 |
+
3090 train 4.128709 (lr=4.7899e-04) (hash(x)=156125491)
|
| 374 |
+
3100 val loss 4.3875
|
| 375 |
+
3100 val perplexity 80.4404
|
| 376 |
+
3100 train 4.025801 (lr=4.7813e-04) (hash(x)=141710086)
|
| 377 |
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3110 train 4.325425 (lr=4.7727e-04) (hash(x)=154547635)
|
| 378 |
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3120 train 4.175650 (lr=4.7641e-04) (hash(x)=151747171)
|
| 379 |
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3130 train 4.455506 (lr=4.7554e-04) (hash(x)=160311353)
|
| 380 |
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3140 train 4.574066 (lr=4.7467e-04) (hash(x)=157233821)
|
| 381 |
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3150 train 4.384850 (lr=4.7380e-04) (hash(x)=153016810)
|
| 382 |
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3160 train 4.353474 (lr=4.7293e-04) (hash(x)=157289875)
|
| 383 |
+
3170 train 4.360764 (lr=4.7206e-04) (hash(x)=157459484)
|
| 384 |
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3180 train 4.286309 (lr=4.7118e-04) (hash(x)=162037435)
|
| 385 |
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3190 train 4.380629 (lr=4.7031e-04) (hash(x)=159360169)
|
| 386 |
+
3200 val loss 4.3358
|
| 387 |
+
3200 val perplexity 76.3863
|
| 388 |
+
3200 train 4.254319 (lr=4.6943e-04) (hash(x)=151299772)
|
| 389 |
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3210 train 4.475201 (lr=4.6855e-04) (hash(x)=183865364)
|
| 390 |
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3220 train 4.220765 (lr=4.6766e-04) (hash(x)=139622592)
|
| 391 |
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3230 train 4.175694 (lr=4.6678e-04) (hash(x)=147102655)
|
| 392 |
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3240 train 4.239796 (lr=4.6589e-04) (hash(x)=161870696)
|
| 393 |
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3250 train 4.393182 (lr=4.6500e-04) (hash(x)=152692231)
|
| 394 |
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3260 train 4.136336 (lr=4.6411e-04) (hash(x)=149990134)
|
| 395 |
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3270 train 4.110493 (lr=4.6322e-04) (hash(x)=134848432)
|
| 396 |
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3280 train 4.165795 (lr=4.6232e-04) (hash(x)=138519418)
|
| 397 |
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3290 train 4.299252 (lr=4.6142e-04) (hash(x)=139301249)
|
| 398 |
+
3300 val loss 4.3356
|
| 399 |
+
3300 val perplexity 76.3679
|
| 400 |
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3300 train 4.142056 (lr=4.6052e-04) (hash(x)=146473110)
|
| 401 |
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3310 train 4.208535 (lr=4.5962e-04) (hash(x)=144833685)
|
| 402 |
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3320 train 4.112485 (lr=4.5872e-04) (hash(x)=148953545)
|
| 403 |
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3330 train 4.350647 (lr=4.5782e-04) (hash(x)=161302371)
|
| 404 |
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3340 train 4.278232 (lr=4.5691e-04) (hash(x)=144215411)
|
| 405 |
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3350 train 4.439169 (lr=4.5600e-04) (hash(x)=157713664)
|
| 406 |
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3360 train 4.318747 (lr=4.5509e-04) (hash(x)=150813928)
|
| 407 |
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3370 train 4.306203 (lr=4.5418e-04) (hash(x)=150889463)
|
| 408 |
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3380 train 4.354084 (lr=4.5326e-04) (hash(x)=156631928)
|
| 409 |
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3390 train 4.375599 (lr=4.5235e-04) (hash(x)=136001579)
|
| 410 |
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3400 val loss 4.3142
|
| 411 |
+
3400 val perplexity 74.7527
|
| 412 |
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3400 train 4.465424 (lr=4.5143e-04) (hash(x)=153954157)
|
| 413 |
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3410 train 4.235224 (lr=4.5051e-04) (hash(x)=150012477)
|
| 414 |
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3420 train 4.600833 (lr=4.4959e-04) (hash(x)=160878899)
|
| 415 |
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3430 train 4.633406 (lr=4.4867e-04) (hash(x)=128131106)
|
| 416 |
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3440 train 4.564785 (lr=4.4774e-04) (hash(x)=149611866)
|
| 417 |
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3450 train 4.190346 (lr=4.4682e-04) (hash(x)=166942460)
|
| 418 |
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3460 train 4.344059 (lr=4.4589e-04) (hash(x)=150498414)
|
| 419 |
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3470 train 4.498346 (lr=4.4496e-04) (hash(x)=144342279)
|
| 420 |
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3480 train 4.316572 (lr=4.4403e-04) (hash(x)=148891764)
|
| 421 |
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3490 train 4.303015 (lr=4.4310e-04) (hash(x)=157308188)
|
| 422 |
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3500 val loss 4.3024
|
| 423 |
+
3500 val perplexity 73.8781
|
| 424 |
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3500 train 4.200562 (lr=4.4216e-04) (hash(x)=153717336)
|
| 425 |
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3510 train 4.217344 (lr=4.4123e-04) (hash(x)=156083924)
|
| 426 |
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3520 train 4.211225 (lr=4.4029e-04) (hash(x)=144234966)
|
| 427 |
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3530 train 4.293066 (lr=4.3935e-04) (hash(x)=150184381)
|
| 428 |
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3540 train 4.180350 (lr=4.3841e-04) (hash(x)=143011198)
|
| 429 |
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3550 train 4.320801 (lr=4.3747e-04) (hash(x)=148764613)
|
| 430 |
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3560 train 4.084127 (lr=4.3652e-04) (hash(x)=150625329)
|
| 431 |
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3570 train 4.206750 (lr=4.3558e-04) (hash(x)=143981302)
|
| 432 |
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3580 train 4.256117 (lr=4.3463e-04) (hash(x)=154989703)
|
| 433 |
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3590 train 4.376549 (lr=4.3368e-04) (hash(x)=146602526)
|
| 434 |
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3600 val loss 4.2960
|
| 435 |
+
3600 val perplexity 73.4040
|
| 436 |
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3600 train 4.076576 (lr=4.3273e-04) (hash(x)=144965161)
|
| 437 |
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3610 train 4.071461 (lr=4.3178e-04) (hash(x)=159452243)
|
| 438 |
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3620 train 4.061543 (lr=4.3083e-04) (hash(x)=144904300)
|
| 439 |
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3630 train 3.973132 (lr=4.2987e-04) (hash(x)=127790212)
|
| 440 |
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3640 train 4.210320 (lr=4.2892e-04) (hash(x)=150863158)
|
| 441 |
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3650 train 4.169933 (lr=4.2796e-04) (hash(x)=145691635)
|
| 442 |
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3660 train 4.157637 (lr=4.2700e-04) (hash(x)=150631264)
|
| 443 |
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3670 train 4.132852 (lr=4.2604e-04) (hash(x)=148646259)
|
| 444 |
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3680 train 4.098392 (lr=4.2508e-04) (hash(x)=139317386)
|
| 445 |
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3690 train 4.207949 (lr=4.2411e-04) (hash(x)=142206916)
|
| 446 |
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3700 val loss 4.3054
|
| 447 |
+
3700 val perplexity 74.0952
|
| 448 |
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3700 train 4.209076 (lr=4.2315e-04) (hash(x)=125969741)
|
| 449 |
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3710 train 4.058227 (lr=4.2218e-04) (hash(x)=157183915)
|
| 450 |
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3720 train 4.053658 (lr=4.2122e-04) (hash(x)=150434369)
|
| 451 |
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3730 train 4.242596 (lr=4.2025e-04) (hash(x)=160911722)
|
| 452 |
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3740 train 4.134961 (lr=4.1928e-04) (hash(x)=163306921)
|
| 453 |
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3750 train 4.250235 (lr=4.1831e-04) (hash(x)=149156876)
|
| 454 |
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3760 train 4.390195 (lr=4.1734e-04) (hash(x)=156015970)
|
| 455 |
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3770 train 4.326524 (lr=4.1636e-04) (hash(x)=148222322)
|
| 456 |
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3780 train 4.436397 (lr=4.1539e-04) (hash(x)=172040174)
|
| 457 |
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3790 train 4.343981 (lr=4.1441e-04) (hash(x)=151593070)
|
| 458 |
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3800 val loss 4.2785
|
| 459 |
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3800 val perplexity 72.1311
|
| 460 |
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3800 train 4.096140 (lr=4.1343e-04) (hash(x)=155070487)
|
| 461 |
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3810 train 4.293722 (lr=4.1246e-04) (hash(x)=137073164)
|
| 462 |
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3820 train 4.190902 (lr=4.1148e-04) (hash(x)=147761510)
|
| 463 |
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3830 train 4.111029 (lr=4.1050e-04) (hash(x)=154763021)
|
| 464 |
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3840 train 4.154986 (lr=4.0951e-04) (hash(x)=149622435)
|
| 465 |
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3850 train 4.267877 (lr=4.0853e-04) (hash(x)=150779423)
|
| 466 |
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3860 train 4.234346 (lr=4.0755e-04) (hash(x)=139445120)
|
| 467 |
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3870 train 4.217569 (lr=4.0656e-04) (hash(x)=151884947)
|
| 468 |
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3880 train 4.226506 (lr=4.0557e-04) (hash(x)=139795201)
|
| 469 |
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3890 train 4.266909 (lr=4.0459e-04) (hash(x)=155589956)
|
| 470 |
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3900 val loss 4.2637
|
| 471 |
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3900 val perplexity 71.0733
|
| 472 |
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3900 train 4.185539 (lr=4.0360e-04) (hash(x)=149444644)
|
| 473 |
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3910 train 4.180459 (lr=4.0261e-04) (hash(x)=148538323)
|
| 474 |
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3920 train 4.302442 (lr=4.0162e-04) (hash(x)=144026925)
|
| 475 |
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3930 train 4.191366 (lr=4.0063e-04) (hash(x)=155311200)
|
| 476 |
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3940 train 4.170839 (lr=3.9963e-04) (hash(x)=142410034)
|
| 477 |
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3950 train 4.150771 (lr=3.9864e-04) (hash(x)=145986075)
|
| 478 |
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3960 train 4.050122 (lr=3.9764e-04) (hash(x)=156197753)
|
| 479 |
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3970 train 4.190085 (lr=3.9665e-04) (hash(x)=146981564)
|
| 480 |
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3980 train 4.510362 (lr=3.9565e-04) (hash(x)=145361976)
|
| 481 |
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3990 train 4.243616 (lr=3.9465e-04) (hash(x)=149344475)
|
| 482 |
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4000 val loss 4.2639
|
| 483 |
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4000 val perplexity 71.0890
|
| 484 |
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4000 train 4.125813 (lr=3.9365e-04) (hash(x)=151663033)
|
| 485 |
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4010 train 4.007957 (lr=3.9266e-04) (hash(x)=140915499)
|
| 486 |
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4020 train 4.227386 (lr=3.9165e-04) (hash(x)=159979134)
|
| 487 |
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4030 train 4.141093 (lr=3.9065e-04) (hash(x)=163081433)
|
| 488 |
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4040 train 4.031314 (lr=3.8965e-04) (hash(x)=144890231)
|
| 489 |
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4050 train 4.191522 (lr=3.8865e-04) (hash(x)=138242368)
|
| 490 |
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4060 train 4.093877 (lr=3.8764e-04) (hash(x)=144438406)
|
| 491 |
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4070 train 3.973559 (lr=3.8664e-04) (hash(x)=159294906)
|
| 492 |
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4080 train 4.029648 (lr=3.8563e-04) (hash(x)=143676301)
|
| 493 |
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4090 train 4.260283 (lr=3.8463e-04) (hash(x)=147875296)
|
| 494 |
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4100 val loss 4.2747
|
| 495 |
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4100 val perplexity 71.8606
|
| 496 |
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4100 train 4.326531 (lr=3.8362e-04) (hash(x)=143688282)
|
| 497 |
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4110 train 4.099450 (lr=3.8261e-04) (hash(x)=150086777)
|
| 498 |
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4120 train 4.047183 (lr=3.8160e-04) (hash(x)=154624391)
|
| 499 |
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4130 train 4.231260 (lr=3.8059e-04) (hash(x)=141163032)
|
| 500 |
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4140 train 4.249689 (lr=3.7958e-04) (hash(x)=151038180)
|
| 501 |
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4150 train 4.333470 (lr=3.7857e-04) (hash(x)=144718421)
|
| 502 |
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4160 train 4.253254 (lr=3.7756e-04) (hash(x)=154277459)
|
| 503 |
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4170 train 4.406524 (lr=3.7655e-04) (hash(x)=143765173)
|
| 504 |
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4180 train 4.273074 (lr=3.7553e-04) (hash(x)=161013425)
|
| 505 |
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4190 train 4.225933 (lr=3.7452e-04) (hash(x)=161666854)
|
| 506 |
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4200 val loss 4.2376
|
| 507 |
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4200 val perplexity 69.2417
|
| 508 |
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4200 train 4.151236 (lr=3.7351e-04) (hash(x)=163361651)
|
| 509 |
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4210 train 4.494137 (lr=3.7249e-04) (hash(x)=153491528)
|
| 510 |
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4220 train 4.283960 (lr=3.7148e-04) (hash(x)=164410385)
|
| 511 |
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4230 train 4.222746 (lr=3.7046e-04) (hash(x)=175191816)
|
| 512 |
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4240 train 4.094865 (lr=3.6944e-04) (hash(x)=133924818)
|
| 513 |
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4250 train 4.318819 (lr=3.6843e-04) (hash(x)=152932845)
|
| 514 |
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4260 train 4.200481 (lr=3.6741e-04) (hash(x)=141987318)
|
| 515 |
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4270 train 4.291032 (lr=3.6639e-04) (hash(x)=142521279)
|
| 516 |
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4280 train 4.152955 (lr=3.6537e-04) (hash(x)=147707669)
|
| 517 |
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4290 train 4.213024 (lr=3.6435e-04) (hash(x)=152245539)
|
| 518 |
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4300 val loss 4.2247
|
| 519 |
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4300 val perplexity 68.3535
|
| 520 |
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4300 train 4.105681 (lr=3.6333e-04) (hash(x)=153619361)
|
| 521 |
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4310 train 4.311245 (lr=3.6231e-04) (hash(x)=142614473)
|
| 522 |
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4320 train 4.140712 (lr=3.6129e-04) (hash(x)=142689858)
|
| 523 |
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4330 train 4.159927 (lr=3.6027e-04) (hash(x)=140837891)
|
| 524 |
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4340 train 4.141294 (lr=3.5925e-04) (hash(x)=131790760)
|
| 525 |
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4350 train 4.307720 (lr=3.5822e-04) (hash(x)=147186292)
|
| 526 |
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4360 train 4.118408 (lr=3.5720e-04) (hash(x)=148140562)
|
| 527 |
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4370 train 4.237746 (lr=3.5618e-04) (hash(x)=156409913)
|
| 528 |
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4380 train 4.145455 (lr=3.5515e-04) (hash(x)=145126034)
|
| 529 |
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4390 train 4.089142 (lr=3.5413e-04) (hash(x)=147368423)
|
| 530 |
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4400 val loss 4.2282
|
| 531 |
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4400 val perplexity 68.5928
|
| 532 |
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4400 train 4.578392 (lr=3.5311e-04) (hash(x)=168527064)
|
| 533 |
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4410 train 4.087142 (lr=3.5208e-04) (hash(x)=150152773)
|
| 534 |
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4420 train 4.178150 (lr=3.5106e-04) (hash(x)=155472304)
|
| 535 |
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4430 train 4.097244 (lr=3.5003e-04) (hash(x)=147299265)
|
| 536 |
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4440 train 4.058930 (lr=3.4901e-04) (hash(x)=140659522)
|
| 537 |
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4450 train 4.123826 (lr=3.4798e-04) (hash(x)=147169111)
|
| 538 |
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4460 train 4.188644 (lr=3.4695e-04) (hash(x)=144098557)
|
| 539 |
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4470 train 3.953783 (lr=3.4593e-04) (hash(x)=161957507)
|
| 540 |
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4480 train 3.977406 (lr=3.4490e-04) (hash(x)=154064204)
|
| 541 |
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4490 train 4.111873 (lr=3.4387e-04) (hash(x)=153999958)
|
| 542 |
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4500 val loss 4.2383
|
| 543 |
+
4500 val perplexity 69.2910
|
| 544 |
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4500 train 4.268386 (lr=3.4285e-04) (hash(x)=125588037)
|
| 545 |
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4510 train 4.070775 (lr=3.4182e-04) (hash(x)=142522186)
|
| 546 |
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4520 train 3.913042 (lr=3.4079e-04) (hash(x)=152736893)
|
| 547 |
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4530 train 4.146557 (lr=3.3977e-04) (hash(x)=148091275)
|
| 548 |
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4540 train 4.261276 (lr=3.3874e-04) (hash(x)=147663019)
|
| 549 |
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4550 train 4.349103 (lr=3.3771e-04) (hash(x)=151491857)
|
| 550 |
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4560 train 4.226416 (lr=3.3668e-04) (hash(x)=161757513)
|
| 551 |
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4570 train 4.218224 (lr=3.3565e-04) (hash(x)=165448260)
|
| 552 |
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4580 train 4.352017 (lr=3.3463e-04) (hash(x)=151620292)
|
| 553 |
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4590 train 4.438036 (lr=3.3360e-04) (hash(x)=161877852)
|
| 554 |
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4600 val loss 4.2034
|
| 555 |
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4600 val perplexity 66.9136
|
| 556 |
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4600 train 4.185835 (lr=3.3257e-04) (hash(x)=143710941)
|
| 557 |
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4610 train 4.278987 (lr=3.3154e-04) (hash(x)=152244871)
|
| 558 |
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4620 train 4.229492 (lr=3.3051e-04) (hash(x)=161268167)
|
| 559 |
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4630 train 4.219322 (lr=3.2949e-04) (hash(x)=153904677)
|
| 560 |
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4640 train 4.165647 (lr=3.2846e-04) (hash(x)=152593758)
|
| 561 |
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4650 train 4.321199 (lr=3.2743e-04) (hash(x)=159047122)
|
| 562 |
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4660 train 4.386488 (lr=3.2640e-04) (hash(x)=167370244)
|
| 563 |
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4670 train 4.163472 (lr=3.2537e-04) (hash(x)=140357684)
|
| 564 |
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4680 train 4.319572 (lr=3.2435e-04) (hash(x)=140547853)
|
| 565 |
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4690 train 4.501917 (lr=3.2332e-04) (hash(x)=143000949)
|
| 566 |
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4700 val loss 4.1964
|
| 567 |
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4700 val perplexity 66.4450
|
| 568 |
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4700 train 4.127630 (lr=3.2229e-04) (hash(x)=150952742)
|
| 569 |
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4710 train 4.185342 (lr=3.2126e-04) (hash(x)=157964406)
|
| 570 |
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4720 train 4.078740 (lr=3.2023e-04) (hash(x)=147653608)
|
| 571 |
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4730 train 4.153180 (lr=3.1921e-04) (hash(x)=165545764)
|
| 572 |
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4740 train 4.135590 (lr=3.1818e-04) (hash(x)=146744631)
|
| 573 |
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4750 train 4.219508 (lr=3.1715e-04) (hash(x)=153635164)
|
| 574 |
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4760 train 4.262060 (lr=3.1613e-04) (hash(x)=153217508)
|
| 575 |
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4770 train 4.261677 (lr=3.1510e-04) (hash(x)=169622743)
|
| 576 |
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4780 train 4.133631 (lr=3.1407e-04) (hash(x)=138018297)
|
| 577 |
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4790 train 4.005082 (lr=3.1305e-04) (hash(x)=156067303)
|
| 578 |
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4800 val loss 4.1969
|
| 579 |
+
4800 val perplexity 66.4819
|
| 580 |
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4800 train 4.187222 (lr=3.1202e-04) (hash(x)=145323659)
|
| 581 |
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4810 train 4.070339 (lr=3.1099e-04) (hash(x)=152587772)
|
| 582 |
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4820 train 4.287631 (lr=3.0997e-04) (hash(x)=148481485)
|
| 583 |
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4830 train 4.057197 (lr=3.0894e-04) (hash(x)=154219664)
|
| 584 |
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4840 train 3.946155 (lr=3.0792e-04) (hash(x)=156853645)
|
| 585 |
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4850 train 4.032663 (lr=3.0689e-04) (hash(x)=152329702)
|
| 586 |
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4860 train 4.020396 (lr=3.0587e-04) (hash(x)=136684779)
|
| 587 |
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4870 train 4.087455 (lr=3.0485e-04) (hash(x)=143260367)
|
| 588 |
+
4880 train 4.055943 (lr=3.0382e-04) (hash(x)=150910947)
|
| 589 |
+
4890 train 4.072757 (lr=3.0280e-04) (hash(x)=179249925)
|
| 590 |
+
4900 val loss 4.2005
|
| 591 |
+
4900 val perplexity 66.7193
|
| 592 |
+
4900 train 4.222466 (lr=3.0178e-04) (hash(x)=153151397)
|
| 593 |
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4910 train 4.171384 (lr=3.0075e-04) (hash(x)=144101891)
|
| 594 |
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4920 train 4.075677 (lr=2.9973e-04) (hash(x)=144994952)
|
| 595 |
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4930 train 4.372343 (lr=2.9871e-04) (hash(x)=155390878)
|
| 596 |
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4940 train 4.133051 (lr=2.9769e-04) (hash(x)=141359221)
|
| 597 |
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4950 train 4.044434 (lr=2.9667e-04) (hash(x)=151570011)
|
| 598 |
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4960 train 4.257496 (lr=2.9565e-04) (hash(x)=146918855)
|
| 599 |
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4970 train 4.197004 (lr=2.9463e-04) (hash(x)=148647362)
|
| 600 |
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4980 train 4.150333 (lr=2.9361e-04) (hash(x)=159753562)
|
| 601 |
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4990 train 4.100173 (lr=2.9259e-04) (hash(x)=147683447)
|
| 602 |
+
5000 val loss 4.1939
|
| 603 |
+
5000 val perplexity 66.2829
|
| 604 |
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5000 train 4.240450 (lr=2.9157e-04) (hash(x)=143182059)
|
| 605 |
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5010 train 4.041979 (lr=2.9056e-04) (hash(x)=138657407)
|
| 606 |
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5020 train 4.159636 (lr=2.8954e-04) (hash(x)=151830497)
|
| 607 |
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5030 train 4.150501 (lr=2.8852e-04) (hash(x)=147727694)
|
| 608 |
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5040 train 3.995210 (lr=2.8751e-04) (hash(x)=151957014)
|
| 609 |
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5050 train 4.259698 (lr=2.8649e-04) (hash(x)=147828693)
|
| 610 |
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5060 train 4.305301 (lr=2.8548e-04) (hash(x)=158589700)
|
| 611 |
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5070 train 4.199480 (lr=2.8447e-04) (hash(x)=155662163)
|
| 612 |
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5080 train 4.302701 (lr=2.8345e-04) (hash(x)=157797383)
|
| 613 |
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5090 train 4.175357 (lr=2.8244e-04) (hash(x)=153848957)
|
| 614 |
+
5100 val loss 4.1780
|
| 615 |
+
5100 val perplexity 65.2353
|
| 616 |
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5100 train 4.133500 (lr=2.8143e-04) (hash(x)=170083586)
|
| 617 |
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5110 train 4.048562 (lr=2.8042e-04) (hash(x)=153800138)
|
| 618 |
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5120 train 4.160891 (lr=2.7941e-04) (hash(x)=153526228)
|
| 619 |
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5130 train 4.167576 (lr=2.7840e-04) (hash(x)=158650342)
|
| 620 |
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5140 train 4.158683 (lr=2.7739e-04) (hash(x)=153163034)
|
| 621 |
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5150 train 4.151326 (lr=2.7638e-04) (hash(x)=155281294)
|
| 622 |
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5160 train 4.130368 (lr=2.7537e-04) (hash(x)=147731627)
|
| 623 |
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5170 train 4.103950 (lr=2.7437e-04) (hash(x)=146388976)
|
| 624 |
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5180 train 4.327842 (lr=2.7336e-04) (hash(x)=140323065)
|
| 625 |
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5190 train 4.230986 (lr=2.7236e-04) (hash(x)=150406523)
|
| 626 |
+
5200 val loss 4.1711
|
| 627 |
+
5200 val perplexity 64.7888
|
| 628 |
+
5200 train 4.030345 (lr=2.7135e-04) (hash(x)=149363919)
|
| 629 |
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5210 train 4.180054 (lr=2.7035e-04) (hash(x)=164390214)
|
| 630 |
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5220 train 4.126330 (lr=2.6935e-04) (hash(x)=153652984)
|
| 631 |
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5230 train 4.097653 (lr=2.6835e-04) (hash(x)=139542770)
|
| 632 |
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5240 train 3.997225 (lr=2.6734e-04) (hash(x)=140115288)
|
| 633 |
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5250 train 4.117519 (lr=2.6635e-04) (hash(x)=142158900)
|
| 634 |
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5260 train 4.030591 (lr=2.6535e-04) (hash(x)=156019449)
|
| 635 |
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5270 train 4.148395 (lr=2.6435e-04) (hash(x)=150776850)
|
| 636 |
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5280 train 4.106181 (lr=2.6335e-04) (hash(x)=151358692)
|
| 637 |
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5290 train 4.069046 (lr=2.6236e-04) (hash(x)=137112863)
|
| 638 |
+
5300 val loss 4.1719
|
| 639 |
+
5300 val perplexity 64.8381
|
| 640 |
+
5300 train 3.998692 (lr=2.6136e-04) (hash(x)=152033784)
|
| 641 |
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5310 train 4.039620 (lr=2.6037e-04) (hash(x)=147785712)
|
| 642 |
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5320 train 4.186316 (lr=2.5937e-04) (hash(x)=156426339)
|
| 643 |
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5330 train 4.134931 (lr=2.5838e-04) (hash(x)=161907693)
|
| 644 |
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5340 train 4.201005 (lr=2.5739e-04) (hash(x)=156414094)
|
| 645 |
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5350 train 4.226521 (lr=2.5640e-04) (hash(x)=141712428)
|
| 646 |
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5360 train 4.178817 (lr=2.5541e-04) (hash(x)=156873601)
|
| 647 |
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5370 train 4.156247 (lr=2.5443e-04) (hash(x)=149863781)
|
| 648 |
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5380 train 4.154983 (lr=2.5344e-04) (hash(x)=148183971)
|
| 649 |
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5390 train 4.120444 (lr=2.5245e-04) (hash(x)=151542334)
|
| 650 |
+
5400 val loss 4.1489
|
| 651 |
+
5400 val perplexity 63.3638
|
| 652 |
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5400 train 4.392386 (lr=2.5147e-04) (hash(x)=154614289)
|
| 653 |
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5410 train 4.137814 (lr=2.5049e-04) (hash(x)=169124671)
|
| 654 |
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5420 train 4.161612 (lr=2.4950e-04) (hash(x)=159963738)
|
| 655 |
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5430 train 4.128326 (lr=2.4852e-04) (hash(x)=155162691)
|
| 656 |
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5440 train 4.146622 (lr=2.4754e-04) (hash(x)=135981908)
|
| 657 |
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5450 train 4.234727 (lr=2.4657e-04) (hash(x)=145055580)
|
| 658 |
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5460 train 4.094577 (lr=2.4559e-04) (hash(x)=150367825)
|
| 659 |
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5470 train 4.193575 (lr=2.4461e-04) (hash(x)=151034173)
|
| 660 |
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5480 train 4.105726 (lr=2.4364e-04) (hash(x)=155581766)
|
| 661 |
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5490 train 4.132806 (lr=2.4266e-04) (hash(x)=136973993)
|
| 662 |
+
5500 val loss 4.1468
|
| 663 |
+
5500 val perplexity 63.2302
|
| 664 |
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5500 train 4.306717 (lr=2.4169e-04) (hash(x)=157745174)
|
| 665 |
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5510 train 4.254641 (lr=2.4072e-04) (hash(x)=144628894)
|
| 666 |
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5520 train 4.132394 (lr=2.3975e-04) (hash(x)=135056684)
|
| 667 |
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5530 train 4.123548 (lr=2.3878e-04) (hash(x)=143418640)
|
| 668 |
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5540 train 4.097945 (lr=2.3782e-04) (hash(x)=144464984)
|
| 669 |
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5550 train 4.313401 (lr=2.3685e-04) (hash(x)=155888745)
|
| 670 |
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5560 train 3.968264 (lr=2.3589e-04) (hash(x)=149122683)
|
| 671 |
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5570 train 4.012491 (lr=2.3492e-04) (hash(x)=154573954)
|
| 672 |
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5580 train 4.115549 (lr=2.3396e-04) (hash(x)=149339361)
|
| 673 |
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5590 train 4.009767 (lr=2.3300e-04) (hash(x)=154738453)
|
| 674 |
+
5600 val loss 4.1458
|
| 675 |
+
5600 val perplexity 63.1676
|
| 676 |
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5600 train 4.122560 (lr=2.3204e-04) (hash(x)=147693222)
|
| 677 |
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5610 train 3.897916 (lr=2.3108e-04) (hash(x)=142140192)
|
| 678 |
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5620 train 4.036131 (lr=2.3013e-04) (hash(x)=148677209)
|
| 679 |
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5630 train 4.097919 (lr=2.2917e-04) (hash(x)=143495554)
|
| 680 |
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5640 train 4.187385 (lr=2.2822e-04) (hash(x)=153202964)
|
| 681 |
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5650 train 4.110124 (lr=2.2727e-04) (hash(x)=168724867)
|
| 682 |
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5660 train 4.081139 (lr=2.2632e-04) (hash(x)=142816746)
|
| 683 |
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5670 train 4.202588 (lr=2.2537e-04) (hash(x)=164119551)
|
| 684 |
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5680 train 4.070452 (lr=2.2442e-04) (hash(x)=157239121)
|
| 685 |
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5690 train 4.348936 (lr=2.2348e-04) (hash(x)=144662329)
|
| 686 |
+
5700 val loss 4.1334
|
| 687 |
+
5700 val perplexity 62.3916
|
| 688 |
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5700 train 4.065941 (lr=2.2253e-04) (hash(x)=149784627)
|
| 689 |
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5710 train 4.037819 (lr=2.2159e-04) (hash(x)=152821162)
|
| 690 |
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5720 train 4.254797 (lr=2.2065e-04) (hash(x)=158497530)
|
| 691 |
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5730 train 4.242295 (lr=2.1971e-04) (hash(x)=154583914)
|
| 692 |
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5740 train 4.054935 (lr=2.1877e-04) (hash(x)=142027172)
|
| 693 |
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5750 train 4.294274 (lr=2.1784e-04) (hash(x)=119227402)
|
| 694 |
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5760 train 4.150327 (lr=2.1690e-04) (hash(x)=153248187)
|
| 695 |
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5770 train 4.027086 (lr=2.1597e-04) (hash(x)=147951994)
|
| 696 |
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5780 train 4.039157 (lr=2.1504e-04) (hash(x)=138935284)
|
| 697 |
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5790 train 4.120954 (lr=2.1411e-04) (hash(x)=151786681)
|
| 698 |
+
5800 val loss 4.1388
|
| 699 |
+
5800 val perplexity 62.7273
|
| 700 |
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5800 train 4.160823 (lr=2.1318e-04) (hash(x)=158620729)
|
| 701 |
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5810 train 4.107616 (lr=2.1226e-04) (hash(x)=178115789)
|
| 702 |
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5820 train 4.024902 (lr=2.1133e-04) (hash(x)=149092790)
|
| 703 |
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5830 train 4.210721 (lr=2.1041e-04) (hash(x)=148269833)
|
| 704 |
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5840 train 4.144323 (lr=2.0949e-04) (hash(x)=163714738)
|
| 705 |
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5850 train 4.114985 (lr=2.0857e-04) (hash(x)=144111890)
|
| 706 |
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5860 train 4.090931 (lr=2.0765e-04) (hash(x)=170702475)
|
| 707 |
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5870 train 4.021220 (lr=2.0674e-04) (hash(x)=155970835)
|
| 708 |
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5880 train 4.033174 (lr=2.0582e-04) (hash(x)=146695463)
|
| 709 |
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5890 train 4.095443 (lr=2.0491e-04) (hash(x)=151603187)
|
| 710 |
+
5900 val loss 4.1288
|
| 711 |
+
5900 val perplexity 62.1056
|
| 712 |
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5900 train 4.114845 (lr=2.0400e-04) (hash(x)=159763910)
|
| 713 |
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5910 train 4.150571 (lr=2.0309e-04) (hash(x)=149555230)
|
| 714 |
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5920 train 4.158465 (lr=2.0218e-04) (hash(x)=138048333)
|
| 715 |
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5930 train 4.050347 (lr=2.0128e-04) (hash(x)=148668256)
|
| 716 |
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5940 train 4.192036 (lr=2.0038e-04) (hash(x)=148352543)
|
| 717 |
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5950 train 4.203560 (lr=1.9948e-04) (hash(x)=163457488)
|
| 718 |
+
5960 train 4.282877 (lr=1.9858e-04) (hash(x)=155306804)
|
| 719 |
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5970 train 4.133232 (lr=1.9768e-04) (hash(x)=146576143)
|
| 720 |
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5980 train 4.133700 (lr=1.9678e-04) (hash(x)=144668956)
|
| 721 |
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5990 train 4.105962 (lr=1.9589e-04) (hash(x)=156098617)
|
| 722 |
+
6000 val loss 4.1163
|
| 723 |
+
6000 val perplexity 61.3293
|
| 724 |
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6000 train 4.083284 (lr=1.9500e-04) (hash(x)=147640561)
|
| 725 |
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6010 train 4.153471 (lr=1.9411e-04) (hash(x)=161223074)
|
| 726 |
+
6020 train 4.136727 (lr=1.9322e-04) (hash(x)=156308454)
|
| 727 |
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6030 train 4.115203 (lr=1.9234e-04) (hash(x)=142553975)
|
| 728 |
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6040 train 4.075415 (lr=1.9145e-04) (hash(x)=142039829)
|
| 729 |
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6050 train 4.148516 (lr=1.9057e-04) (hash(x)=156329296)
|
| 730 |
+
6060 train 4.081771 (lr=1.8969e-04) (hash(x)=148505537)
|
| 731 |
+
6070 train 3.980475 (lr=1.8882e-04) (hash(x)=151801272)
|
| 732 |
+
6080 train 4.062029 (lr=1.8794e-04) (hash(x)=159908287)
|
| 733 |
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6090 train 4.057708 (lr=1.8707e-04) (hash(x)=148714721)
|
| 734 |
+
6100 val loss 4.1107
|
| 735 |
+
6100 val perplexity 60.9872
|
| 736 |
+
6100 train 4.118686 (lr=1.8620e-04) (hash(x)=156613394)
|
| 737 |
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6110 train 3.978684 (lr=1.8533e-04) (hash(x)=143286705)
|
| 738 |
+
6120 train 4.188768 (lr=1.8446e-04) (hash(x)=150191141)
|
| 739 |
+
6130 train 4.054944 (lr=1.8359e-04) (hash(x)=149855624)
|
| 740 |
+
6140 train 4.047987 (lr=1.8273e-04) (hash(x)=157312372)
|
| 741 |
+
6150 train 4.173122 (lr=1.8187e-04) (hash(x)=148262730)
|
| 742 |
+
6160 train 4.084437 (lr=1.8101e-04) (hash(x)=147032785)
|
| 743 |
+
6170 train 4.012024 (lr=1.8016e-04) (hash(x)=161213064)
|
| 744 |
+
6180 train 3.885677 (lr=1.7930e-04) (hash(x)=144538373)
|
| 745 |
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6190 train 3.939042 (lr=1.7845e-04) (hash(x)=144688493)
|
| 746 |
+
6200 val loss 4.1090
|
| 747 |
+
6200 val perplexity 60.8854
|
| 748 |
+
6200 train 4.017736 (lr=1.7760e-04) (hash(x)=186221290)
|
| 749 |
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6210 train 4.022638 (lr=1.7675e-04) (hash(x)=139529352)
|
| 750 |
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6220 train 4.190411 (lr=1.7591e-04) (hash(x)=138081469)
|
| 751 |
+
6230 train 4.063618 (lr=1.7506e-04) (hash(x)=152979409)
|
| 752 |
+
6240 train 4.037992 (lr=1.7422e-04) (hash(x)=157848424)
|
| 753 |
+
6250 train 3.931513 (lr=1.7338e-04) (hash(x)=150770915)
|
| 754 |
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6260 train 4.026513 (lr=1.7255e-04) (hash(x)=153769379)
|
| 755 |
+
6270 train 3.967563 (lr=1.7171e-04) (hash(x)=153318361)
|
| 756 |
+
6280 train 3.958702 (lr=1.7088e-04) (hash(x)=143366327)
|
| 757 |
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6290 train 4.119064 (lr=1.7005e-04) (hash(x)=160684845)
|
| 758 |
+
6300 val loss 4.0941
|
| 759 |
+
6300 val perplexity 59.9859
|
| 760 |
+
6300 train 4.011855 (lr=1.6923e-04) (hash(x)=152081419)
|
| 761 |
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6310 train 3.965437 (lr=1.6840e-04) (hash(x)=146626797)
|
| 762 |
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6320 train 4.154341 (lr=1.6758e-04) (hash(x)=155291923)
|
| 763 |
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6330 train 4.025539 (lr=1.6676e-04) (hash(x)=140920951)
|
| 764 |
+
6340 train 4.103500 (lr=1.6594e-04) (hash(x)=146642359)
|
| 765 |
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6350 train 4.080964 (lr=1.6513e-04) (hash(x)=160486550)
|
| 766 |
+
6360 train 4.027030 (lr=1.6431e-04) (hash(x)=151833082)
|
| 767 |
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6370 train 4.025888 (lr=1.6350e-04) (hash(x)=124740362)
|
| 768 |
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6380 train 4.176577 (lr=1.6269e-04) (hash(x)=153952434)
|
| 769 |
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6390 train 4.211592 (lr=1.6189e-04) (hash(x)=145864314)
|
| 770 |
+
6400 val loss 4.0973
|
| 771 |
+
6400 val perplexity 60.1754
|
| 772 |
+
6400 train 4.101017 (lr=1.6108e-04) (hash(x)=154808349)
|
| 773 |
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6410 train 4.075342 (lr=1.6028e-04) (hash(x)=155037739)
|
| 774 |
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6420 train 4.011328 (lr=1.5948e-04) (hash(x)=151155588)
|
| 775 |
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6430 train 3.900066 (lr=1.5869e-04) (hash(x)=146548556)
|
| 776 |
+
6440 train 4.067854 (lr=1.5790e-04) (hash(x)=152706474)
|
| 777 |
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6450 train 4.060566 (lr=1.5710e-04) (hash(x)=154207794)
|
| 778 |
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6460 train 3.932173 (lr=1.5632e-04) (hash(x)=141590515)
|
| 779 |
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6470 train 3.965304 (lr=1.5553e-04) (hash(x)=157673109)
|
| 780 |
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6480 train 3.978065 (lr=1.5475e-04) (hash(x)=155842980)
|
| 781 |
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6490 train 4.059033 (lr=1.5397e-04) (hash(x)=143595736)
|
| 782 |
+
6500 val loss 4.0948
|
| 783 |
+
6500 val perplexity 60.0293
|
| 784 |
+
6500 train 4.010231 (lr=1.5319e-04) (hash(x)=159437208)
|
| 785 |
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6510 train 4.033210 (lr=1.5241e-04) (hash(x)=142631317)
|
| 786 |
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6520 train 3.751716 (lr=1.5164e-04) (hash(x)=139009211)
|
| 787 |
+
6530 train 4.101348 (lr=1.5087e-04) (hash(x)=145451137)
|
| 788 |
+
6540 train 4.057612 (lr=1.5010e-04) (hash(x)=163532779)
|
| 789 |
+
6550 train 3.964723 (lr=1.4933e-04) (hash(x)=158084674)
|
| 790 |
+
6560 train 3.941634 (lr=1.4857e-04) (hash(x)=142422592)
|
| 791 |
+
6570 train 3.860327 (lr=1.4781e-04) (hash(x)=141089289)
|
| 792 |
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6580 train 3.968050 (lr=1.4705e-04) (hash(x)=139712979)
|
| 793 |
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6590 train 3.870108 (lr=1.4630e-04) (hash(x)=145833805)
|
| 794 |
+
6600 val loss 4.0944
|
| 795 |
+
6600 val perplexity 60.0050
|
| 796 |
+
6600 train 3.943348 (lr=1.4555e-04) (hash(x)=157933074)
|
| 797 |
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6610 train 3.865143 (lr=1.4480e-04) (hash(x)=142534769)
|
| 798 |
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6620 train 3.917859 (lr=1.4405e-04) (hash(x)=138456044)
|
| 799 |
+
6630 train 4.053186 (lr=1.4331e-04) (hash(x)=145111052)
|
| 800 |
+
6640 train 4.014345 (lr=1.4257e-04) (hash(x)=166954515)
|
| 801 |
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6650 train 3.979203 (lr=1.4183e-04) (hash(x)=146889543)
|
| 802 |
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6660 train 4.003115 (lr=1.4109e-04) (hash(x)=143253726)
|
| 803 |
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6670 train 3.921113 (lr=1.4036e-04) (hash(x)=144349844)
|
| 804 |
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6680 train 4.112489 (lr=1.3963e-04) (hash(x)=139911928)
|
| 805 |
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6690 train 4.301867 (lr=1.3890e-04) (hash(x)=143135862)
|
| 806 |
+
6700 val loss 4.0850
|
| 807 |
+
6700 val perplexity 59.4434
|
| 808 |
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6700 train 4.018515 (lr=1.3817e-04) (hash(x)=161560240)
|
| 809 |
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6710 train 4.101259 (lr=1.3745e-04) (hash(x)=150437730)
|
| 810 |
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6720 train 4.204084 (lr=1.3673e-04) (hash(x)=153035304)
|
| 811 |
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6730 train 3.994936 (lr=1.3602e-04) (hash(x)=139323796)
|
| 812 |
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6740 train 4.004852 (lr=1.3530e-04) (hash(x)=167437923)
|
| 813 |
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6750 train 3.967689 (lr=1.3459e-04) (hash(x)=143814596)
|
| 814 |
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6760 train 4.031361 (lr=1.3388e-04) (hash(x)=143755031)
|
| 815 |
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6770 train 3.984771 (lr=1.3318e-04) (hash(x)=142014038)
|
| 816 |
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6780 train 4.048668 (lr=1.3248e-04) (hash(x)=148465062)
|
| 817 |
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6790 train 4.075753 (lr=1.3178e-04) (hash(x)=154656877)
|
| 818 |
+
6800 val loss 4.0813
|
| 819 |
+
6800 val perplexity 59.2223
|
| 820 |
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6800 train 4.186028 (lr=1.3108e-04) (hash(x)=155424292)
|
| 821 |
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6810 train 3.820129 (lr=1.3039e-04) (hash(x)=147358081)
|
| 822 |
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6820 train 3.936265 (lr=1.2970e-04) (hash(x)=145387291)
|
| 823 |
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6830 train 3.885121 (lr=1.2901e-04) (hash(x)=146334068)
|
| 824 |
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6840 train 3.962760 (lr=1.2832e-04) (hash(x)=139563766)
|
| 825 |
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6850 train 3.988779 (lr=1.2764e-04) (hash(x)=139095691)
|
| 826 |
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6860 train 3.937799 (lr=1.2696e-04) (hash(x)=142093999)
|
| 827 |
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6870 train 4.044878 (lr=1.2628e-04) (hash(x)=148598823)
|
| 828 |
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6880 train 4.131179 (lr=1.2561e-04) (hash(x)=146486085)
|
| 829 |
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6890 train 3.915892 (lr=1.2494e-04) (hash(x)=165683212)
|
| 830 |
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6900 val loss 4.0853
|
| 831 |
+
6900 val perplexity 59.4604
|
| 832 |
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6900 train 4.127148 (lr=1.2427e-04) (hash(x)=148561470)
|
| 833 |
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6910 train 3.814578 (lr=1.2361e-04) (hash(x)=136352432)
|
| 834 |
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6920 train 4.185750 (lr=1.2295e-04) (hash(x)=147640094)
|
| 835 |
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6930 train 4.071712 (lr=1.2229e-04) (hash(x)=152343827)
|
| 836 |
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6940 train 4.055577 (lr=1.2163e-04) (hash(x)=158787971)
|
| 837 |
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6950 train 4.334540 (lr=1.2098e-04) (hash(x)=178133125)
|
| 838 |
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6960 train 4.124120 (lr=1.2033e-04) (hash(x)=167302853)
|
| 839 |
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6970 train 4.055647 (lr=1.1969e-04) (hash(x)=143729435)
|
| 840 |
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6980 train 4.153141 (lr=1.1904e-04) (hash(x)=135857879)
|
| 841 |
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6990 train 4.104347 (lr=1.1840e-04) (hash(x)=155384510)
|
| 842 |
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7000 val loss 4.0727
|
| 843 |
+
7000 val perplexity 58.7175
|
| 844 |
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7000 train 4.035264 (lr=1.1777e-04) (hash(x)=141527450)
|
| 845 |
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7010 train 4.084986 (lr=1.1713e-04) (hash(x)=148648498)
|
| 846 |
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7020 train 4.003251 (lr=1.1650e-04) (hash(x)=148073842)
|
| 847 |
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7030 train 4.144956 (lr=1.1587e-04) (hash(x)=160771614)
|
| 848 |
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7040 train 3.917357 (lr=1.1525e-04) (hash(x)=148361330)
|
| 849 |
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7050 train 3.900904 (lr=1.1463e-04) (hash(x)=151212224)
|
| 850 |
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7060 train 4.096613 (lr=1.1401e-04) (hash(x)=155925366)
|
| 851 |
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7070 train 3.943273 (lr=1.1339e-04) (hash(x)=149830576)
|
| 852 |
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7080 train 3.912623 (lr=1.1278e-04) (hash(x)=144849934)
|
| 853 |
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7090 train 4.002218 (lr=1.1217e-04) (hash(x)=150997807)
|
| 854 |
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7100 val loss 4.0693
|
| 855 |
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7100 val perplexity 58.5131
|
| 856 |
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7100 train 4.046739 (lr=1.1157e-04) (hash(x)=151066339)
|
| 857 |
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7110 train 3.950194 (lr=1.1096e-04) (hash(x)=147185781)
|
| 858 |
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7120 train 3.989608 (lr=1.1036e-04) (hash(x)=141765575)
|
| 859 |
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7130 train 4.004335 (lr=1.0977e-04) (hash(x)=144204513)
|
| 860 |
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7140 train 3.840174 (lr=1.0917e-04) (hash(x)=149326253)
|
| 861 |
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7150 train 3.998312 (lr=1.0858e-04) (hash(x)=150409811)
|
| 862 |
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7160 train 3.887107 (lr=1.0800e-04) (hash(x)=144790348)
|
| 863 |
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7170 train 4.007476 (lr=1.0741e-04) (hash(x)=150500939)
|
| 864 |
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7180 train 3.830336 (lr=1.0683e-04) (hash(x)=143552103)
|
| 865 |
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7190 train 3.878871 (lr=1.0626e-04) (hash(x)=157471075)
|
| 866 |
+
7200 val loss 4.0730
|
| 867 |
+
7200 val perplexity 58.7358
|
| 868 |
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7200 train 3.858993 (lr=1.0568e-04) (hash(x)=155231264)
|
| 869 |
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7210 train 3.945701 (lr=1.0511e-04) (hash(x)=150350401)
|
| 870 |
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7220 train 3.965366 (lr=1.0454e-04) (hash(x)=151952594)
|
| 871 |
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7230 train 4.043124 (lr=1.0398e-04) (hash(x)=145381804)
|
| 872 |
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7240 train 3.924385 (lr=1.0342e-04) (hash(x)=142651222)
|
| 873 |
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7250 train 4.038084 (lr=1.0286e-04) (hash(x)=136115279)
|
| 874 |
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7260 train 4.139531 (lr=1.0231e-04) (hash(x)=154536751)
|
| 875 |
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7270 train 4.089895 (lr=1.0176e-04) (hash(x)=148883836)
|
| 876 |
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7280 train 3.946015 (lr=1.0121e-04) (hash(x)=150606754)
|
| 877 |
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7290 train 4.061311 (lr=1.0066e-04) (hash(x)=165845807)
|
| 878 |
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7300 val loss 4.0629
|
| 879 |
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7300 val perplexity 58.1432
|
| 880 |
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7300 train 4.140318 (lr=1.0012e-04) (hash(x)=150281149)
|
| 881 |
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7310 train 4.089637 (lr=9.9586e-05) (hash(x)=159929281)
|
| 882 |
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7320 train 3.912396 (lr=9.9052e-05) (hash(x)=143074269)
|
| 883 |
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7330 train 4.074787 (lr=9.8521e-05) (hash(x)=147369269)
|
| 884 |
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7340 train 4.119080 (lr=9.7993e-05) (hash(x)=139286601)
|
| 885 |
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7350 train 4.024800 (lr=9.7469e-05) (hash(x)=145263048)
|
| 886 |
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7360 train 3.882262 (lr=9.6948e-05) (hash(x)=144626817)
|
| 887 |
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7370 train 4.076595 (lr=9.6431e-05) (hash(x)=168989813)
|
| 888 |
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7380 train 4.058831 (lr=9.5917e-05) (hash(x)=144790656)
|
| 889 |
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7390 train 3.866611 (lr=9.5406e-05) (hash(x)=141279761)
|
| 890 |
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7400 val loss 4.0601
|
| 891 |
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7400 val perplexity 57.9790
|
| 892 |
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7400 train 3.996303 (lr=9.4899e-05) (hash(x)=148421717)
|
| 893 |
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7410 train 3.993309 (lr=9.4395e-05) (hash(x)=141241548)
|
| 894 |
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7420 train 4.055984 (lr=9.3894e-05) (hash(x)=162434228)
|
| 895 |
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7430 train 4.009074 (lr=9.3397e-05) (hash(x)=156312086)
|
| 896 |
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7440 train 3.964110 (lr=9.2904e-05) (hash(x)=139803064)
|
| 897 |
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7450 train 3.670104 (lr=9.2413e-05) (hash(x)=156361394)
|
| 898 |
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7460 train 3.975402 (lr=9.1927e-05) (hash(x)=141142183)
|
| 899 |
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7470 train 3.806543 (lr=9.1443e-05) (hash(x)=156701683)
|
| 900 |
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7480 train 3.977510 (lr=9.0964e-05) (hash(x)=148549917)
|
| 901 |
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7490 train 3.854869 (lr=9.0487e-05) (hash(x)=143002119)
|
| 902 |
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7500 val loss 4.0618
|
| 903 |
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7500 val perplexity 58.0814
|
| 904 |
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7500 train 3.868737 (lr=9.0014e-05) (hash(x)=146921118)
|
| 905 |
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7510 train 3.875194 (lr=8.9545e-05) (hash(x)=148592146)
|
| 906 |
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7520 train 4.017394 (lr=8.9079e-05) (hash(x)=148456120)
|
| 907 |
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7530 train 4.181747 (lr=8.8617e-05) (hash(x)=163865945)
|
| 908 |
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7540 train 4.069669 (lr=8.8158e-05) (hash(x)=160753039)
|
| 909 |
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7550 train 4.081968 (lr=8.7702e-05) (hash(x)=150275989)
|
| 910 |
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7560 train 4.105621 (lr=8.7251e-05) (hash(x)=141749735)
|
| 911 |
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7570 train 4.075472 (lr=8.6802e-05) (hash(x)=148449999)
|
| 912 |
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7580 train 3.949388 (lr=8.6357e-05) (hash(x)=139153889)
|
| 913 |
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7590 train 4.065652 (lr=8.5916e-05) (hash(x)=147418540)
|
| 914 |
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7600 val loss 4.0518
|
| 915 |
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7600 val perplexity 57.4982
|
| 916 |
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7600 train 4.093127 (lr=8.5478e-05) (hash(x)=150660048)
|
| 917 |
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7610 train 4.071154 (lr=8.5044e-05) (hash(x)=155369080)
|
| 918 |
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7620 train 3.965354 (lr=8.4613e-05) (hash(x)=151926309)
|
| 919 |
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7630 train 4.049876 (lr=8.4186e-05) (hash(x)=149549080)
|
| 920 |
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7640 train 3.934168 (lr=8.3763e-05) (hash(x)=140642882)
|
| 921 |
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7650 train 4.211053 (lr=8.3343e-05) (hash(x)=140218502)
|
| 922 |
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7660 train 4.052149 (lr=8.2926e-05) (hash(x)=153198276)
|
| 923 |
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7670 train 3.904365 (lr=8.2514e-05) (hash(x)=150706960)
|
| 924 |
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7680 train 4.057087 (lr=8.2104e-05) (hash(x)=152025509)
|
| 925 |
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7690 train 3.841843 (lr=8.1699e-05) (hash(x)=147288976)
|
| 926 |
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7700 val loss 4.0519
|
| 927 |
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7700 val perplexity 57.5041
|
| 928 |
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7700 train 3.947350 (lr=8.1297e-05) (hash(x)=148059852)
|
| 929 |
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7710 train 3.769231 (lr=8.0898e-05) (hash(x)=158443334)
|
| 930 |
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7720 train 3.876155 (lr=8.0503e-05) (hash(x)=143467085)
|
| 931 |
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7730 train 3.824585 (lr=8.0112e-05) (hash(x)=138439550)
|
| 932 |
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7740 train 3.965752 (lr=7.9725e-05) (hash(x)=145878152)
|
| 933 |
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7750 train 3.818537 (lr=7.9341e-05) (hash(x)=136874128)
|
| 934 |
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7760 train 3.840930 (lr=7.8960e-05) (hash(x)=148856154)
|
| 935 |
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7770 train 3.871827 (lr=7.8584e-05) (hash(x)=146982119)
|
| 936 |
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7780 train 3.963326 (lr=7.8211e-05) (hash(x)=159846779)
|
| 937 |
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7790 train 3.649072 (lr=7.7841e-05) (hash(x)=141501838)
|
| 938 |
+
7800 val loss 4.0548
|
| 939 |
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7800 val perplexity 57.6720
|
| 940 |
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7800 train 3.776215 (lr=7.7476e-05) (hash(x)=148331002)
|
| 941 |
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7810 train 4.088730 (lr=7.7114e-05) (hash(x)=150692304)
|
| 942 |
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7820 train 3.956343 (lr=7.6755e-05) (hash(x)=156841183)
|
| 943 |
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7830 train 3.999827 (lr=7.6400e-05) (hash(x)=139594008)
|
| 944 |
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7840 train 3.940042 (lr=7.6049e-05) (hash(x)=149700138)
|
| 945 |
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7850 train 3.959618 (lr=7.5702e-05) (hash(x)=149327044)
|
| 946 |
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7860 train 4.125587 (lr=7.5358e-05) (hash(x)=148315418)
|
| 947 |
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7870 train 4.069400 (lr=7.5018e-05) (hash(x)=153431778)
|
| 948 |
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7880 train 3.913067 (lr=7.4682e-05) (hash(x)=145049799)
|
| 949 |
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7890 train 4.042965 (lr=7.4350e-05) (hash(x)=150265096)
|
| 950 |
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7900 val loss 4.0453
|
| 951 |
+
7900 val perplexity 57.1296
|
| 952 |
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7900 train 3.878649 (lr=7.4021e-05) (hash(x)=164923883)
|
| 953 |
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7910 train 3.916581 (lr=7.3696e-05) (hash(x)=139315738)
|
| 954 |
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7920 train 3.979507 (lr=7.3374e-05) (hash(x)=153031394)
|
| 955 |
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7930 train 3.763025 (lr=7.3056e-05) (hash(x)=148835859)
|
| 956 |
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7940 train 3.890374 (lr=7.2742e-05) (hash(x)=146875217)
|
| 957 |
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7950 train 3.974443 (lr=7.2432e-05) (hash(x)=151003885)
|
| 958 |
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7960 train 3.888942 (lr=7.2126e-05) (hash(x)=141885471)
|
| 959 |
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7970 train 4.087327 (lr=7.1823e-05) (hash(x)=150541583)
|
| 960 |
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7980 train 3.786850 (lr=7.1524e-05) (hash(x)=138626492)
|
| 961 |
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7990 train 3.975272 (lr=7.1228e-05) (hash(x)=149935635)
|
| 962 |
+
8000 val loss 4.0454
|
| 963 |
+
8000 val perplexity 57.1320
|
| 964 |
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8000 train 3.946618 (lr=7.0937e-05) (hash(x)=143545384)
|
| 965 |
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8010 train 3.801200 (lr=7.0649e-05) (hash(x)=144689366)
|
| 966 |
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8020 train 3.978382 (lr=7.0365e-05) (hash(x)=151299532)
|
| 967 |
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8030 train 3.919228 (lr=7.0085e-05) (hash(x)=131300239)
|
| 968 |
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8040 train 3.821469 (lr=6.9808e-05) (hash(x)=146715955)
|
| 969 |
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8050 train 3.749524 (lr=6.9536e-05) (hash(x)=135376656)
|
| 970 |
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8060 train 3.831349 (lr=6.9267e-05) (hash(x)=141991433)
|
| 971 |
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8070 train 3.786435 (lr=6.9002e-05) (hash(x)=140260574)
|
| 972 |
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8080 train 3.759117 (lr=6.8740e-05) (hash(x)=151492896)
|
| 973 |
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8090 train 3.958464 (lr=6.8483e-05) (hash(x)=143333635)
|
| 974 |
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8100 val loss 4.0470
|
| 975 |
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8100 val perplexity 57.2254
|
| 976 |
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8100 train 3.842434 (lr=6.8229e-05) (hash(x)=160686959)
|
| 977 |
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8110 train 3.842722 (lr=6.7979e-05) (hash(x)=141145704)
|
| 978 |
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8120 train 4.083741 (lr=6.7733e-05) (hash(x)=146967795)
|
| 979 |
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8130 train 3.905297 (lr=6.7490e-05) (hash(x)=147844486)
|
| 980 |
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8140 train 3.961334 (lr=6.7252e-05) (hash(x)=141860136)
|
| 981 |
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8150 train 4.098149 (lr=6.7017e-05) (hash(x)=147696006)
|
| 982 |
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8160 train 4.001524 (lr=6.6786e-05) (hash(x)=151497110)
|
| 983 |
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8170 train 4.002586 (lr=6.6559e-05) (hash(x)=140881859)
|
| 984 |
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8180 train 3.954071 (lr=6.6335e-05) (hash(x)=158865574)
|
| 985 |
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8190 train 3.915143 (lr=6.6116e-05) (hash(x)=161247161)
|
| 986 |
+
8200 val loss 4.0427
|
| 987 |
+
8200 val perplexity 56.9826
|
| 988 |
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8200 train 3.872562 (lr=6.5900e-05) (hash(x)=156501889)
|
| 989 |
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8210 train 3.999889 (lr=6.5688e-05) (hash(x)=158384162)
|
| 990 |
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8220 train 4.042165 (lr=6.5480e-05) (hash(x)=154815062)
|
| 991 |
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8230 train 3.917685 (lr=6.5276e-05) (hash(x)=145018315)
|
| 992 |
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8240 train 3.959745 (lr=6.5076e-05) (hash(x)=161659129)
|
| 993 |
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8250 train 3.922977 (lr=6.4879e-05) (hash(x)=139863367)
|
| 994 |
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8260 train 3.877584 (lr=6.4687e-05) (hash(x)=149569663)
|
| 995 |
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8270 train 3.639469 (lr=6.4498e-05) (hash(x)=162234378)
|
| 996 |
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8280 train 4.017486 (lr=6.4313e-05) (hash(x)=144371378)
|
| 997 |
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8290 train 3.913353 (lr=6.4132e-05) (hash(x)=148120258)
|
| 998 |
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8300 val loss 4.0431
|
| 999 |
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8300 val perplexity 57.0041
|
| 1000 |
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8300 train 3.913517 (lr=6.3954e-05) (hash(x)=142716875)
|
| 1001 |
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8310 train 3.940189 (lr=6.3781e-05) (hash(x)=166789234)
|
| 1002 |
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8320 train 3.997204 (lr=6.3612e-05) (hash(x)=150613211)
|
| 1003 |
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8330 train 3.879534 (lr=6.3446e-05) (hash(x)=139895391)
|
| 1004 |
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8340 train 3.994856 (lr=6.3284e-05) (hash(x)=152011203)
|
| 1005 |
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8350 train 3.948846 (lr=6.3126e-05) (hash(x)=156010875)
|
| 1006 |
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8360 train 3.952508 (lr=6.2972e-05) (hash(x)=152988051)
|
| 1007 |
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8370 train 4.124910 (lr=6.2822e-05) (hash(x)=155144327)
|
| 1008 |
+
8380 train 4.001295 (lr=6.2676e-05) (hash(x)=133642309)
|
| 1009 |
+
8390 train 4.047203 (lr=6.2533e-05) (hash(x)=149745335)
|
| 1010 |
+
8400 val loss 4.0356
|
| 1011 |
+
8400 val perplexity 56.5782
|
| 1012 |
+
8400 train 4.027781 (lr=6.2395e-05) (hash(x)=154436684)
|
| 1013 |
+
8410 train 4.074440 (lr=6.2260e-05) (hash(x)=147946630)
|
| 1014 |
+
8420 train 3.984002 (lr=6.2129e-05) (hash(x)=153947058)
|
| 1015 |
+
8430 train 4.077157 (lr=6.2002e-05) (hash(x)=159821040)
|
| 1016 |
+
8440 train 4.039477 (lr=6.1879e-05) (hash(x)=149127348)
|
| 1017 |
+
8450 train 4.051155 (lr=6.1760e-05) (hash(x)=149421871)
|
| 1018 |
+
8460 train 4.016480 (lr=6.1645e-05) (hash(x)=142621577)
|
| 1019 |
+
8470 train 4.010669 (lr=6.1533e-05) (hash(x)=148978213)
|
| 1020 |
+
8480 train 3.831121 (lr=6.1426e-05) (hash(x)=139959537)
|
| 1021 |
+
8490 train 3.924183 (lr=6.1322e-05) (hash(x)=144232498)
|
| 1022 |
+
8500 val loss 4.0348
|
| 1023 |
+
8500 val perplexity 56.5314
|
| 1024 |
+
8500 train 4.138939 (lr=6.1223e-05) (hash(x)=147965839)
|
| 1025 |
+
8510 train 4.015815 (lr=6.1127e-05) (hash(x)=147679836)
|
| 1026 |
+
8520 train 3.894574 (lr=6.1035e-05) (hash(x)=147486097)
|
| 1027 |
+
8530 train 4.034348 (lr=6.0947e-05) (hash(x)=151655265)
|
| 1028 |
+
8540 train 3.936261 (lr=6.0863e-05) (hash(x)=150866632)
|
| 1029 |
+
8550 train 4.085984 (lr=6.0783e-05) (hash(x)=144355059)
|
| 1030 |
+
8560 train 3.938924 (lr=6.0706e-05) (hash(x)=145518478)
|
| 1031 |
+
8570 train 4.095529 (lr=6.0634e-05) (hash(x)=178973323)
|
| 1032 |
+
8580 train 4.008992 (lr=6.0566e-05) (hash(x)=152773969)
|
| 1033 |
+
8590 train 3.807635 (lr=6.0501e-05) (hash(x)=141805508)
|
| 1034 |
+
8600 val loss 4.0379
|
| 1035 |
+
8600 val perplexity 56.7092
|
| 1036 |
+
8600 train 3.857514 (lr=6.0440e-05) (hash(x)=145228097)
|
| 1037 |
+
8610 train 3.876768 (lr=6.0384e-05) (hash(x)=149525694)
|
| 1038 |
+
8620 train 3.947881 (lr=6.0331e-05) (hash(x)=151651655)
|
| 1039 |
+
8630 train 4.065199 (lr=6.0282e-05) (hash(x)=144918643)
|
| 1040 |
+
8640 train 3.919204 (lr=6.0237e-05) (hash(x)=149721879)
|
| 1041 |
+
8650 train 3.988091 (lr=6.0196e-05) (hash(x)=157684127)
|
| 1042 |
+
8660 train 3.991989 (lr=6.0159e-05) (hash(x)=152426036)
|
| 1043 |
+
8670 train 3.906412 (lr=6.0125e-05) (hash(x)=141396342)
|
| 1044 |
+
8680 train 4.007999 (lr=6.0096e-05) (hash(x)=146459856)
|
| 1045 |
+
8690 train 4.092370 (lr=6.0070e-05) (hash(x)=151766124)
|
| 1046 |
+
8700 val loss 4.0300
|
| 1047 |
+
8700 val perplexity 56.2583
|
| 1048 |
+
8700 train 4.240069 (lr=6.0049e-05) (hash(x)=152910357)
|
| 1049 |
+
8710 train 4.029060 (lr=6.0031e-05) (hash(x)=149724642)
|
| 1050 |
+
8720 train 3.966117 (lr=6.0018e-05) (hash(x)=152483840)
|
| 1051 |
+
8730 train 3.949208 (lr=6.0008e-05) (hash(x)=147289415)
|
| 1052 |
+
8740 train 3.986015 (lr=6.0002e-05) (hash(x)=152254131)
|
| 1053 |
+
8749 val loss 4.0301
|
| 1054 |
+
8749 val perplexity 56.2674
|
lr6e-4_total_batch_size61440_baseline_seed1338/model_08749.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:02a8ed652e5388ffa39685e1c321db91dbf2ac8ffafd898415a5332de8e37eac
|
| 3 |
+
size 92843394
|
lr6e-4_total_batch_size61440_baseline_seed1338/optimizer_08749.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e6af8a07a08f61fbe94e3598872d91720f9b78a06a832b888f41619f229d11b1
|
| 3 |
+
size 179406214
|