Upload folder using huggingface_hub
Browse files- lr9e-4_total_batch_size61440_baseline_seed1338/args.json +1 -0
- lr9e-4_total_batch_size61440_baseline_seed1338/dataloader_08749.pt +3 -0
- lr9e-4_total_batch_size61440_baseline_seed1338/log2.txt +1054 -0
- lr9e-4_total_batch_size61440_baseline_seed1338/model_08749.pt +3 -0
- lr9e-4_total_batch_size61440_baseline_seed1338/optimizer_08749.pt +3 -0
lr9e-4_total_batch_size61440_baseline_seed1338/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_11/lr9e-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": 0.0009, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "9e-4_61440", "n_embd": 256}
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lr9e-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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lr9e-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=1.8000e-06) (hash(x)=150327452)
|
| 5 |
+
10 train 10.126881 (lr=1.9800e-05) (hash(x)=165603215)
|
| 6 |
+
20 train 9.728159 (lr=3.7800e-05) (hash(x)=142061326)
|
| 7 |
+
30 train 9.335519 (lr=5.5800e-05) (hash(x)=147690730)
|
| 8 |
+
40 train 8.932817 (lr=7.3800e-05) (hash(x)=160872542)
|
| 9 |
+
50 train 8.428353 (lr=9.1800e-05) (hash(x)=166441190)
|
| 10 |
+
60 train 7.997692 (lr=1.0980e-04) (hash(x)=140536766)
|
| 11 |
+
70 train 7.700273 (lr=1.2780e-04) (hash(x)=146052944)
|
| 12 |
+
80 train 7.559612 (lr=1.4580e-04) (hash(x)=140542391)
|
| 13 |
+
90 train 7.430628 (lr=1.6380e-04) (hash(x)=147098660)
|
| 14 |
+
100 val loss 7.4497
|
| 15 |
+
100 val perplexity 1719.2618
|
| 16 |
+
100 train 7.432733 (lr=1.8180e-04) (hash(x)=166780046)
|
| 17 |
+
110 train 7.193934 (lr=1.9980e-04) (hash(x)=143376584)
|
| 18 |
+
120 train 7.136211 (lr=2.1780e-04) (hash(x)=145337630)
|
| 19 |
+
130 train 7.094437 (lr=2.3580e-04) (hash(x)=147524744)
|
| 20 |
+
140 train 6.995989 (lr=2.5380e-04) (hash(x)=155587442)
|
| 21 |
+
150 train 6.876152 (lr=2.7180e-04) (hash(x)=159835303)
|
| 22 |
+
160 train 6.703243 (lr=2.8980e-04) (hash(x)=142171630)
|
| 23 |
+
170 train 6.589501 (lr=3.0780e-04) (hash(x)=136930463)
|
| 24 |
+
180 train 6.571156 (lr=3.2580e-04) (hash(x)=153579148)
|
| 25 |
+
190 train 6.461697 (lr=3.4380e-04) (hash(x)=140352771)
|
| 26 |
+
200 val loss 6.6338
|
| 27 |
+
200 val perplexity 760.3636
|
| 28 |
+
200 train 6.347960 (lr=3.6180e-04) (hash(x)=155040610)
|
| 29 |
+
210 train 6.291978 (lr=3.7980e-04) (hash(x)=141273862)
|
| 30 |
+
220 train 6.532618 (lr=3.9780e-04) (hash(x)=165326618)
|
| 31 |
+
230 train 6.269921 (lr=4.1580e-04) (hash(x)=150122120)
|
| 32 |
+
240 train 6.054725 (lr=4.3380e-04) (hash(x)=143024679)
|
| 33 |
+
250 train 6.063870 (lr=4.5180e-04) (hash(x)=130190460)
|
| 34 |
+
260 train 6.166791 (lr=4.6980e-04) (hash(x)=151890219)
|
| 35 |
+
270 train 5.955981 (lr=4.8780e-04) (hash(x)=143685291)
|
| 36 |
+
280 train 6.254799 (lr=5.0580e-04) (hash(x)=137108194)
|
| 37 |
+
290 train 6.387038 (lr=5.2380e-04) (hash(x)=157920866)
|
| 38 |
+
300 val loss 6.1927
|
| 39 |
+
300 val perplexity 489.1858
|
| 40 |
+
300 train 6.116960 (lr=5.4180e-04) (hash(x)=155504036)
|
| 41 |
+
310 train 6.220977 (lr=5.5980e-04) (hash(x)=144551186)
|
| 42 |
+
320 train 6.208399 (lr=5.7780e-04) (hash(x)=161180086)
|
| 43 |
+
330 train 5.968534 (lr=5.9580e-04) (hash(x)=141651471)
|
| 44 |
+
340 train 6.101749 (lr=6.1380e-04) (hash(x)=157490741)
|
| 45 |
+
350 train 6.043244 (lr=6.3180e-04) (hash(x)=137347213)
|
| 46 |
+
360 train 6.275973 (lr=6.4980e-04) (hash(x)=171273659)
|
| 47 |
+
370 train 5.923140 (lr=6.6780e-04) (hash(x)=152118871)
|
| 48 |
+
380 train 5.924133 (lr=6.8580e-04) (hash(x)=161338097)
|
| 49 |
+
390 train 6.001586 (lr=7.0380e-04) (hash(x)=152404537)
|
| 50 |
+
400 val loss 5.8507
|
| 51 |
+
400 val perplexity 347.4863
|
| 52 |
+
400 train 5.689188 (lr=7.2180e-04) (hash(x)=143823248)
|
| 53 |
+
410 train 5.946886 (lr=7.3980e-04) (hash(x)=161686752)
|
| 54 |
+
420 train 5.681756 (lr=7.5780e-04) (hash(x)=155391312)
|
| 55 |
+
430 train 5.594948 (lr=7.7580e-04) (hash(x)=142145507)
|
| 56 |
+
440 train 5.726826 (lr=7.9380e-04) (hash(x)=121931091)
|
| 57 |
+
450 train 5.673252 (lr=8.1180e-04) (hash(x)=156260416)
|
| 58 |
+
460 train 5.814106 (lr=8.2980e-04) (hash(x)=169781623)
|
| 59 |
+
470 train 5.590844 (lr=8.4780e-04) (hash(x)=150131545)
|
| 60 |
+
480 train 5.614183 (lr=8.6580e-04) (hash(x)=150443184)
|
| 61 |
+
490 train 5.621337 (lr=8.8380e-04) (hash(x)=149368198)
|
| 62 |
+
500 val loss 5.6442
|
| 63 |
+
500 val perplexity 282.6544
|
| 64 |
+
500 train 5.528654 (lr=9.0000e-04) (hash(x)=143734685)
|
| 65 |
+
510 train 5.538619 (lr=9.0000e-04) (hash(x)=148943891)
|
| 66 |
+
520 train 5.544048 (lr=8.9999e-04) (hash(x)=149070354)
|
| 67 |
+
530 train 5.539348 (lr=8.9997e-04) (hash(x)=153601219)
|
| 68 |
+
540 train 5.552982 (lr=8.9995e-04) (hash(x)=174970654)
|
| 69 |
+
550 train 5.488515 (lr=8.9993e-04) (hash(x)=160013925)
|
| 70 |
+
560 train 5.326142 (lr=8.9989e-04) (hash(x)=152096988)
|
| 71 |
+
570 train 5.424340 (lr=8.9986e-04) (hash(x)=157203924)
|
| 72 |
+
580 train 5.218379 (lr=8.9981e-04) (hash(x)=138582113)
|
| 73 |
+
590 train 5.238603 (lr=8.9976e-04) (hash(x)=157451775)
|
| 74 |
+
600 val loss 5.4632
|
| 75 |
+
600 val perplexity 235.8552
|
| 76 |
+
600 train 5.165352 (lr=8.9971e-04) (hash(x)=150678249)
|
| 77 |
+
610 train 5.203865 (lr=8.9964e-04) (hash(x)=150248072)
|
| 78 |
+
620 train 5.113957 (lr=8.9958e-04) (hash(x)=148286909)
|
| 79 |
+
630 train 5.065981 (lr=8.9950e-04) (hash(x)=141197178)
|
| 80 |
+
640 train 5.141225 (lr=8.9942e-04) (hash(x)=144988391)
|
| 81 |
+
650 train 5.079231 (lr=8.9934e-04) (hash(x)=149073315)
|
| 82 |
+
660 train 5.021560 (lr=8.9925e-04) (hash(x)=145239943)
|
| 83 |
+
670 train 5.047640 (lr=8.9915e-04) (hash(x)=146657426)
|
| 84 |
+
680 train 5.284650 (lr=8.9905e-04) (hash(x)=142323429)
|
| 85 |
+
690 train 5.266286 (lr=8.9894e-04) (hash(x)=142724342)
|
| 86 |
+
700 val loss 5.3145
|
| 87 |
+
700 val perplexity 203.2642
|
| 88 |
+
700 train 5.172587 (lr=8.9883e-04) (hash(x)=175802021)
|
| 89 |
+
710 train 5.228343 (lr=8.9871e-04) (hash(x)=148902690)
|
| 90 |
+
720 train 5.319711 (lr=8.9858e-04) (hash(x)=155151320)
|
| 91 |
+
730 train 5.165679 (lr=8.9845e-04) (hash(x)=142078914)
|
| 92 |
+
740 train 5.325327 (lr=8.9831e-04) (hash(x)=155634484)
|
| 93 |
+
750 train 5.303681 (lr=8.9817e-04) (hash(x)=171034639)
|
| 94 |
+
760 train 5.254575 (lr=8.9802e-04) (hash(x)=142470148)
|
| 95 |
+
770 train 5.197950 (lr=8.9786e-04) (hash(x)=156024448)
|
| 96 |
+
780 train 5.104269 (lr=8.9770e-04) (hash(x)=151369417)
|
| 97 |
+
790 train 5.060380 (lr=8.9753e-04) (hash(x)=139260056)
|
| 98 |
+
800 val loss 5.1570
|
| 99 |
+
800 val perplexity 173.6352
|
| 100 |
+
800 train 5.264471 (lr=8.9736e-04) (hash(x)=158681215)
|
| 101 |
+
810 train 5.071012 (lr=8.9718e-04) (hash(x)=144884161)
|
| 102 |
+
820 train 5.115275 (lr=8.9700e-04) (hash(x)=146977514)
|
| 103 |
+
830 train 4.981943 (lr=8.9681e-04) (hash(x)=148983636)
|
| 104 |
+
840 train 5.022918 (lr=8.9661e-04) (hash(x)=157824542)
|
| 105 |
+
850 train 5.005511 (lr=8.9641e-04) (hash(x)=152116061)
|
| 106 |
+
860 train 5.092813 (lr=8.9620e-04) (hash(x)=153743703)
|
| 107 |
+
870 train 5.231248 (lr=8.9599e-04) (hash(x)=149913335)
|
| 108 |
+
880 train 5.007698 (lr=8.9577e-04) (hash(x)=151096434)
|
| 109 |
+
890 train 4.970409 (lr=8.9554e-04) (hash(x)=145848702)
|
| 110 |
+
900 val loss 5.0265
|
| 111 |
+
900 val perplexity 152.4018
|
| 112 |
+
900 train 4.951246 (lr=8.9531e-04) (hash(x)=146108145)
|
| 113 |
+
910 train 4.905765 (lr=8.9507e-04) (hash(x)=146903806)
|
| 114 |
+
920 train 4.849117 (lr=8.9483e-04) (hash(x)=149225019)
|
| 115 |
+
930 train 4.802539 (lr=8.9458e-04) (hash(x)=146110422)
|
| 116 |
+
940 train 4.885674 (lr=8.9433e-04) (hash(x)=161333614)
|
| 117 |
+
950 train 4.787793 (lr=8.9407e-04) (hash(x)=147598108)
|
| 118 |
+
960 train 4.936236 (lr=8.9380e-04) (hash(x)=158133101)
|
| 119 |
+
970 train 4.747996 (lr=8.9353e-04) (hash(x)=152199591)
|
| 120 |
+
980 train 4.708047 (lr=8.9325e-04) (hash(x)=152359036)
|
| 121 |
+
990 train 4.751160 (lr=8.9297e-04) (hash(x)=145166335)
|
| 122 |
+
1000 val loss 4.9535
|
| 123 |
+
1000 val perplexity 141.6736
|
| 124 |
+
1000 train 4.655449 (lr=8.9268e-04) (hash(x)=154996086)
|
| 125 |
+
1010 train 4.590543 (lr=8.9239e-04) (hash(x)=149406975)
|
| 126 |
+
1020 train 4.704567 (lr=8.9209e-04) (hash(x)=144618270)
|
| 127 |
+
1030 train 4.560729 (lr=8.9178e-04) (hash(x)=148306536)
|
| 128 |
+
1040 train 4.594090 (lr=8.9147e-04) (hash(x)=151643553)
|
| 129 |
+
1050 train 4.552526 (lr=8.9115e-04) (hash(x)=153396183)
|
| 130 |
+
1060 train 4.548725 (lr=8.9083e-04) (hash(x)=157501787)
|
| 131 |
+
1070 train 4.750874 (lr=8.9050e-04) (hash(x)=153277507)
|
| 132 |
+
1080 train 4.819337 (lr=8.9016e-04) (hash(x)=156232389)
|
| 133 |
+
1090 train 4.761999 (lr=8.8982e-04) (hash(x)=150673143)
|
| 134 |
+
1100 val loss 4.8506
|
| 135 |
+
1100 val perplexity 127.8223
|
| 136 |
+
1100 train 4.836854 (lr=8.8947e-04) (hash(x)=153885445)
|
| 137 |
+
1110 train 4.842272 (lr=8.8912e-04) (hash(x)=143951073)
|
| 138 |
+
1120 train 5.242023 (lr=8.8876e-04) (hash(x)=151626904)
|
| 139 |
+
1130 train 4.807992 (lr=8.8840e-04) (hash(x)=144013074)
|
| 140 |
+
1140 train 4.737811 (lr=8.8803e-04) (hash(x)=149948988)
|
| 141 |
+
1150 train 4.807371 (lr=8.8766e-04) (hash(x)=159666385)
|
| 142 |
+
1160 train 4.782620 (lr=8.8728e-04) (hash(x)=146889587)
|
| 143 |
+
1170 train 4.846618 (lr=8.8689e-04) (hash(x)=151746917)
|
| 144 |
+
1180 train 4.852084 (lr=8.8650e-04) (hash(x)=154396948)
|
| 145 |
+
1190 train 4.810452 (lr=8.8610e-04) (hash(x)=148201222)
|
| 146 |
+
1200 val loss 4.7867
|
| 147 |
+
1200 val perplexity 119.8991
|
| 148 |
+
1200 train 4.799521 (lr=8.8570e-04) (hash(x)=142353087)
|
| 149 |
+
1210 train 4.792325 (lr=8.8529e-04) (hash(x)=146779775)
|
| 150 |
+
1220 train 4.857192 (lr=8.8487e-04) (hash(x)=155864740)
|
| 151 |
+
1230 train 4.907359 (lr=8.8445e-04) (hash(x)=129826485)
|
| 152 |
+
1240 train 4.758951 (lr=8.8403e-04) (hash(x)=108599491)
|
| 153 |
+
1250 train 4.640911 (lr=8.8359e-04) (hash(x)=146491718)
|
| 154 |
+
1260 train 4.728163 (lr=8.8316e-04) (hash(x)=141897382)
|
| 155 |
+
1270 train 4.694450 (lr=8.8271e-04) (hash(x)=144830380)
|
| 156 |
+
1280 train 4.750750 (lr=8.8227e-04) (hash(x)=157677763)
|
| 157 |
+
1290 train 4.582318 (lr=8.8181e-04) (hash(x)=143611746)
|
| 158 |
+
1300 val loss 4.7355
|
| 159 |
+
1300 val perplexity 113.9173
|
| 160 |
+
1300 train 4.614932 (lr=8.8135e-04) (hash(x)=150750353)
|
| 161 |
+
1310 train 4.843960 (lr=8.8089e-04) (hash(x)=152850907)
|
| 162 |
+
1320 train 4.760063 (lr=8.8042e-04) (hash(x)=148575395)
|
| 163 |
+
1330 train 4.496878 (lr=8.7994e-04) (hash(x)=157113001)
|
| 164 |
+
1340 train 4.554093 (lr=8.7946e-04) (hash(x)=137400723)
|
| 165 |
+
1350 train 4.609486 (lr=8.7897e-04) (hash(x)=129849193)
|
| 166 |
+
1360 train 4.591850 (lr=8.7848e-04) (hash(x)=144176797)
|
| 167 |
+
1370 train 4.422951 (lr=8.7798e-04) (hash(x)=144550831)
|
| 168 |
+
1380 train 4.398117 (lr=8.7747e-04) (hash(x)=144171821)
|
| 169 |
+
1390 train 4.346493 (lr=8.7696e-04) (hash(x)=146110449)
|
| 170 |
+
1400 val loss 4.6943
|
| 171 |
+
1400 val perplexity 109.3189
|
| 172 |
+
1400 train 4.425768 (lr=8.7645e-04) (hash(x)=152767913)
|
| 173 |
+
1410 train 4.422140 (lr=8.7593e-04) (hash(x)=148110947)
|
| 174 |
+
1420 train 4.308456 (lr=8.7540e-04) (hash(x)=153477905)
|
| 175 |
+
1430 train 4.200732 (lr=8.7487e-04) (hash(x)=147227598)
|
| 176 |
+
1440 train 4.419471 (lr=8.7433e-04) (hash(x)=146280368)
|
| 177 |
+
1450 train 4.379464 (lr=8.7379e-04) (hash(x)=146531140)
|
| 178 |
+
1460 train 4.225892 (lr=8.7324e-04) (hash(x)=151573873)
|
| 179 |
+
1470 train 4.715286 (lr=8.7268e-04) (hash(x)=155559275)
|
| 180 |
+
1480 train 4.613695 (lr=8.7212e-04) (hash(x)=140584826)
|
| 181 |
+
1490 train 4.578327 (lr=8.7156e-04) (hash(x)=165070637)
|
| 182 |
+
1500 val loss 4.6694
|
| 183 |
+
1500 val perplexity 106.6328
|
| 184 |
+
1500 train 4.685782 (lr=8.7099e-04) (hash(x)=151562048)
|
| 185 |
+
1510 train 4.471927 (lr=8.7041e-04) (hash(x)=147770607)
|
| 186 |
+
1520 train 4.552866 (lr=8.6983e-04) (hash(x)=156486153)
|
| 187 |
+
1530 train 4.510231 (lr=8.6924e-04) (hash(x)=140244564)
|
| 188 |
+
1540 train 4.564040 (lr=8.6865e-04) (hash(x)=151627549)
|
| 189 |
+
1550 train 4.608399 (lr=8.6806e-04) (hash(x)=146001424)
|
| 190 |
+
1560 train 4.673399 (lr=8.6745e-04) (hash(x)=184266264)
|
| 191 |
+
1570 train 4.580872 (lr=8.6684e-04) (hash(x)=145002091)
|
| 192 |
+
1580 train 4.470580 (lr=8.6623e-04) (hash(x)=132216826)
|
| 193 |
+
1590 train 4.641253 (lr=8.6561e-04) (hash(x)=160975703)
|
| 194 |
+
1600 val loss 4.6208
|
| 195 |
+
1600 val perplexity 101.5803
|
| 196 |
+
1600 train 4.778591 (lr=8.6499e-04) (hash(x)=166486165)
|
| 197 |
+
1610 train 4.659199 (lr=8.6436e-04) (hash(x)=149601833)
|
| 198 |
+
1620 train 4.549088 (lr=8.6372e-04) (hash(x)=157815188)
|
| 199 |
+
1630 train 4.568474 (lr=8.6308e-04) (hash(x)=144234679)
|
| 200 |
+
1640 train 4.696795 (lr=8.6243e-04) (hash(x)=160054560)
|
| 201 |
+
1650 train 4.509483 (lr=8.6178e-04) (hash(x)=141061333)
|
| 202 |
+
1660 train 4.635298 (lr=8.6113e-04) (hash(x)=148064219)
|
| 203 |
+
1670 train 4.464472 (lr=8.6046e-04) (hash(x)=162799669)
|
| 204 |
+
1680 train 4.509134 (lr=8.5980e-04) (hash(x)=147474277)
|
| 205 |
+
1690 train 4.589334 (lr=8.5912e-04) (hash(x)=142369299)
|
| 206 |
+
1700 val loss 4.5955
|
| 207 |
+
1700 val perplexity 99.0425
|
| 208 |
+
1700 train 4.356047 (lr=8.5845e-04) (hash(x)=130835396)
|
| 209 |
+
1710 train 4.686548 (lr=8.5776e-04) (hash(x)=153173892)
|
| 210 |
+
1720 train 4.352266 (lr=8.5707e-04) (hash(x)=148451191)
|
| 211 |
+
1730 train 4.465502 (lr=8.5638e-04) (hash(x)=145047239)
|
| 212 |
+
1740 train 4.378260 (lr=8.5568e-04) (hash(x)=147187109)
|
| 213 |
+
1750 train 4.467139 (lr=8.5498e-04) (hash(x)=149493155)
|
| 214 |
+
1760 train 4.426652 (lr=8.5427e-04) (hash(x)=147647531)
|
| 215 |
+
1770 train 4.666696 (lr=8.5355e-04) (hash(x)=153677279)
|
| 216 |
+
1780 train 4.487571 (lr=8.5283e-04) (hash(x)=144314015)
|
| 217 |
+
1790 train 4.507946 (lr=8.5211e-04) (hash(x)=176962883)
|
| 218 |
+
1800 val loss 4.5589
|
| 219 |
+
1800 val perplexity 95.4752
|
| 220 |
+
1800 train 4.610454 (lr=8.5138e-04) (hash(x)=158851816)
|
| 221 |
+
1810 train 4.196531 (lr=8.5064e-04) (hash(x)=175415447)
|
| 222 |
+
1820 train 4.491558 (lr=8.4990e-04) (hash(x)=169829733)
|
| 223 |
+
1830 train 4.473262 (lr=8.4916e-04) (hash(x)=154116106)
|
| 224 |
+
1840 train 4.308169 (lr=8.4841e-04) (hash(x)=150168406)
|
| 225 |
+
1850 train 4.307738 (lr=8.4765e-04) (hash(x)=145782493)
|
| 226 |
+
1860 train 4.291036 (lr=8.4689e-04) (hash(x)=158111664)
|
| 227 |
+
1870 train 4.233665 (lr=8.4613e-04) (hash(x)=154837061)
|
| 228 |
+
1880 train 4.184639 (lr=8.4535e-04) (hash(x)=151363745)
|
| 229 |
+
1890 train 4.307318 (lr=8.4458e-04) (hash(x)=161283557)
|
| 230 |
+
1900 val loss 4.5450
|
| 231 |
+
1900 val perplexity 94.1593
|
| 232 |
+
1900 train 4.552051 (lr=8.4380e-04) (hash(x)=153313879)
|
| 233 |
+
1910 train 4.374538 (lr=8.4301e-04) (hash(x)=152272272)
|
| 234 |
+
1920 train 4.441498 (lr=8.4222e-04) (hash(x)=153648837)
|
| 235 |
+
1930 train 4.541344 (lr=8.4142e-04) (hash(x)=150161694)
|
| 236 |
+
1940 train 4.413741 (lr=8.4062e-04) (hash(x)=151235093)
|
| 237 |
+
1950 train 4.466205 (lr=8.3981e-04) (hash(x)=140582058)
|
| 238 |
+
1960 train 4.415707 (lr=8.3900e-04) (hash(x)=125616059)
|
| 239 |
+
1970 train 4.549701 (lr=8.3819e-04) (hash(x)=154353968)
|
| 240 |
+
1980 train 4.560857 (lr=8.3737e-04) (hash(x)=156063143)
|
| 241 |
+
1990 train 4.579793 (lr=8.3654e-04) (hash(x)=160927289)
|
| 242 |
+
2000 val loss 4.5024
|
| 243 |
+
2000 val perplexity 90.2300
|
| 244 |
+
2000 train 4.485000 (lr=8.3571e-04) (hash(x)=158245023)
|
| 245 |
+
2010 train 4.537925 (lr=8.3487e-04) (hash(x)=157096661)
|
| 246 |
+
2020 train 4.756602 (lr=8.3403e-04) (hash(x)=144994302)
|
| 247 |
+
2030 train 4.451793 (lr=8.3318e-04) (hash(x)=145742929)
|
| 248 |
+
2040 train 4.467342 (lr=8.3233e-04) (hash(x)=156958528)
|
| 249 |
+
2050 train 4.973888 (lr=8.3148e-04) (hash(x)=135313020)
|
| 250 |
+
2060 train 4.609258 (lr=8.3062e-04) (hash(x)=147309332)
|
| 251 |
+
2070 train 4.400607 (lr=8.2975e-04) (hash(x)=161720962)
|
| 252 |
+
2080 train 4.574686 (lr=8.2888e-04) (hash(x)=167204793)
|
| 253 |
+
2090 train 4.483767 (lr=8.2800e-04) (hash(x)=141325510)
|
| 254 |
+
2100 val loss 4.4788
|
| 255 |
+
2100 val perplexity 88.1331
|
| 256 |
+
2100 train 4.302679 (lr=8.2712e-04) (hash(x)=157204896)
|
| 257 |
+
2110 train 4.265213 (lr=8.2624e-04) (hash(x)=143077993)
|
| 258 |
+
2120 train 4.466851 (lr=8.2535e-04) (hash(x)=159032689)
|
| 259 |
+
2130 train 4.346838 (lr=8.2446e-04) (hash(x)=149513855)
|
| 260 |
+
2140 train 4.283224 (lr=8.2356e-04) (hash(x)=151678267)
|
| 261 |
+
2150 train 4.364764 (lr=8.2265e-04) (hash(x)=141309246)
|
| 262 |
+
2160 train 4.460781 (lr=8.2174e-04) (hash(x)=153935732)
|
| 263 |
+
2170 train 4.359737 (lr=8.2083e-04) (hash(x)=150668875)
|
| 264 |
+
2180 train 4.365979 (lr=8.1991e-04) (hash(x)=142033123)
|
| 265 |
+
2190 train 4.401786 (lr=8.1899e-04) (hash(x)=157015026)
|
| 266 |
+
2200 val loss 4.4683
|
| 267 |
+
2200 val perplexity 87.2076
|
| 268 |
+
2200 train 4.283290 (lr=8.1806e-04) (hash(x)=137541932)
|
| 269 |
+
2210 train 4.209294 (lr=8.1713e-04) (hash(x)=144424504)
|
| 270 |
+
2220 train 4.129402 (lr=8.1619e-04) (hash(x)=151015810)
|
| 271 |
+
2230 train 4.206590 (lr=8.1525e-04) (hash(x)=160707806)
|
| 272 |
+
2240 train 4.224489 (lr=8.1430e-04) (hash(x)=151874110)
|
| 273 |
+
2250 train 4.172158 (lr=8.1335e-04) (hash(x)=157341469)
|
| 274 |
+
2260 train 4.007333 (lr=8.1240e-04) (hash(x)=144563224)
|
| 275 |
+
2270 train 4.170427 (lr=8.1144e-04) (hash(x)=144878459)
|
| 276 |
+
2280 train 4.230853 (lr=8.1047e-04) (hash(x)=158331565)
|
| 277 |
+
2290 train 4.252301 (lr=8.0950e-04) (hash(x)=146875132)
|
| 278 |
+
2300 val loss 4.4541
|
| 279 |
+
2300 val perplexity 85.9752
|
| 280 |
+
2300 train 4.395984 (lr=8.0853e-04) (hash(x)=150149692)
|
| 281 |
+
2310 train 4.405484 (lr=8.0755e-04) (hash(x)=141206538)
|
| 282 |
+
2320 train 4.440555 (lr=8.0657e-04) (hash(x)=136219115)
|
| 283 |
+
2330 train 4.467942 (lr=8.0558e-04) (hash(x)=148496500)
|
| 284 |
+
2340 train 4.449318 (lr=8.0459e-04) (hash(x)=161388511)
|
| 285 |
+
2350 train 4.296736 (lr=8.0359e-04) (hash(x)=149433185)
|
| 286 |
+
2360 train 4.515175 (lr=8.0259e-04) (hash(x)=154659203)
|
| 287 |
+
2370 train 4.499488 (lr=8.0158e-04) (hash(x)=145696996)
|
| 288 |
+
2380 train 4.313467 (lr=8.0057e-04) (hash(x)=139915095)
|
| 289 |
+
2390 train 4.440209 (lr=7.9956e-04) (hash(x)=150567584)
|
| 290 |
+
2400 val loss 4.4308
|
| 291 |
+
2400 val perplexity 84.0020
|
| 292 |
+
2400 train 4.346945 (lr=7.9854e-04) (hash(x)=151730720)
|
| 293 |
+
2410 train 4.387101 (lr=7.9752e-04) (hash(x)=153136544)
|
| 294 |
+
2420 train 4.348280 (lr=7.9649e-04) (hash(x)=151004677)
|
| 295 |
+
2430 train 4.364992 (lr=7.9546e-04) (hash(x)=167118859)
|
| 296 |
+
2440 train 4.385963 (lr=7.9442e-04) (hash(x)=145433453)
|
| 297 |
+
2450 train 4.417058 (lr=7.9338e-04) (hash(x)=150913293)
|
| 298 |
+
2460 train 4.377725 (lr=7.9234e-04) (hash(x)=145674639)
|
| 299 |
+
2470 train 4.488893 (lr=7.9129e-04) (hash(x)=151022749)
|
| 300 |
+
2480 train 4.334002 (lr=7.9023e-04) (hash(x)=136621037)
|
| 301 |
+
2490 train 4.385765 (lr=7.8917e-04) (hash(x)=158100672)
|
| 302 |
+
2500 val loss 4.3974
|
| 303 |
+
2500 val perplexity 81.2356
|
| 304 |
+
2500 train 4.407478 (lr=7.8811e-04) (hash(x)=143406752)
|
| 305 |
+
2510 train 4.327102 (lr=7.8705e-04) (hash(x)=142664084)
|
| 306 |
+
2520 train 4.381863 (lr=7.8598e-04) (hash(x)=132174378)
|
| 307 |
+
2530 train 4.386510 (lr=7.8490e-04) (hash(x)=140760293)
|
| 308 |
+
2540 train 4.337831 (lr=7.8382e-04) (hash(x)=154863398)
|
| 309 |
+
2550 train 4.277137 (lr=7.8274e-04) (hash(x)=153042049)
|
| 310 |
+
2560 train 4.219337 (lr=7.8165e-04) (hash(x)=145339170)
|
| 311 |
+
2570 train 4.371177 (lr=7.8056e-04) (hash(x)=157656357)
|
| 312 |
+
2580 train 4.351131 (lr=7.7946e-04) (hash(x)=147899462)
|
| 313 |
+
2590 train 4.333192 (lr=7.7836e-04) (hash(x)=142812892)
|
| 314 |
+
2600 val loss 4.4146
|
| 315 |
+
2600 val perplexity 82.6528
|
| 316 |
+
2600 train 4.282966 (lr=7.7726e-04) (hash(x)=157272496)
|
| 317 |
+
2610 train 4.071705 (lr=7.7615e-04) (hash(x)=148923594)
|
| 318 |
+
2620 train 4.004128 (lr=7.7504e-04) (hash(x)=164654807)
|
| 319 |
+
2630 train 4.189145 (lr=7.7392e-04) (hash(x)=136419327)
|
| 320 |
+
2640 train 4.168433 (lr=7.7280e-04) (hash(x)=153420840)
|
| 321 |
+
2650 train 4.001897 (lr=7.7168e-04) (hash(x)=153693827)
|
| 322 |
+
2660 train 4.159654 (lr=7.7055e-04) (hash(x)=145574165)
|
| 323 |
+
2670 train 4.193202 (lr=7.6942e-04) (hash(x)=153894843)
|
| 324 |
+
2680 train 4.052083 (lr=7.6828e-04) (hash(x)=132234446)
|
| 325 |
+
2690 train 4.128798 (lr=7.6714e-04) (hash(x)=153430212)
|
| 326 |
+
2700 val loss 4.3977
|
| 327 |
+
2700 val perplexity 81.2611
|
| 328 |
+
2700 train 4.301533 (lr=7.6600e-04) (hash(x)=155342327)
|
| 329 |
+
2710 train 4.310565 (lr=7.6485e-04) (hash(x)=145797023)
|
| 330 |
+
2720 train 4.461227 (lr=7.6370e-04) (hash(x)=149220870)
|
| 331 |
+
2730 train 4.369532 (lr=7.6254e-04) (hash(x)=134069562)
|
| 332 |
+
2740 train 4.374743 (lr=7.6138e-04) (hash(x)=141560499)
|
| 333 |
+
2750 train 4.384855 (lr=7.6022e-04) (hash(x)=146000524)
|
| 334 |
+
2760 train 4.276455 (lr=7.5905e-04) (hash(x)=164710665)
|
| 335 |
+
2770 train 4.162492 (lr=7.5788e-04) (hash(x)=151199094)
|
| 336 |
+
2780 train 4.365646 (lr=7.5670e-04) (hash(x)=138625404)
|
| 337 |
+
2790 train 4.622402 (lr=7.5553e-04) (hash(x)=162766112)
|
| 338 |
+
2800 val loss 4.3672
|
| 339 |
+
2800 val perplexity 78.8237
|
| 340 |
+
2800 train 4.328445 (lr=7.5434e-04) (hash(x)=140626679)
|
| 341 |
+
2810 train 4.405524 (lr=7.5316e-04) (hash(x)=144248544)
|
| 342 |
+
2820 train 4.333617 (lr=7.5197e-04) (hash(x)=139378481)
|
| 343 |
+
2830 train 4.264656 (lr=7.5077e-04) (hash(x)=150173403)
|
| 344 |
+
2840 train 4.553086 (lr=7.4958e-04) (hash(x)=160168705)
|
| 345 |
+
2850 train 4.342731 (lr=7.4837e-04) (hash(x)=149480059)
|
| 346 |
+
2860 train 4.385566 (lr=7.4717e-04) (hash(x)=155559096)
|
| 347 |
+
2870 train 4.328866 (lr=7.4596e-04) (hash(x)=158825683)
|
| 348 |
+
2880 train 4.496426 (lr=7.4475e-04) (hash(x)=152129048)
|
| 349 |
+
2890 train 4.173139 (lr=7.4353e-04) (hash(x)=157866544)
|
| 350 |
+
2900 val loss 4.3464
|
| 351 |
+
2900 val perplexity 77.1990
|
| 352 |
+
2900 train 4.299939 (lr=7.4231e-04) (hash(x)=144953350)
|
| 353 |
+
2910 train 4.507321 (lr=7.4109e-04) (hash(x)=154103497)
|
| 354 |
+
2920 train 4.221832 (lr=7.3986e-04) (hash(x)=144467854)
|
| 355 |
+
2930 train 4.154420 (lr=7.3863e-04) (hash(x)=153784048)
|
| 356 |
+
2940 train 4.451596 (lr=7.3740e-04) (hash(x)=154774534)
|
| 357 |
+
2950 train 4.297555 (lr=7.3616e-04) (hash(x)=143988507)
|
| 358 |
+
2960 train 4.186791 (lr=7.3492e-04) (hash(x)=159552857)
|
| 359 |
+
2970 train 4.471935 (lr=7.3368e-04) (hash(x)=175539144)
|
| 360 |
+
2980 train 4.354757 (lr=7.3243e-04) (hash(x)=158172686)
|
| 361 |
+
2990 train 4.237168 (lr=7.3118e-04) (hash(x)=147553039)
|
| 362 |
+
3000 val loss 4.3527
|
| 363 |
+
3000 val perplexity 77.6864
|
| 364 |
+
3000 train 4.158875 (lr=7.2992e-04) (hash(x)=172449837)
|
| 365 |
+
3010 train 4.046667 (lr=7.2867e-04) (hash(x)=153285123)
|
| 366 |
+
3020 train 4.228870 (lr=7.2740e-04) (hash(x)=145307252)
|
| 367 |
+
3030 train 4.277246 (lr=7.2614e-04) (hash(x)=147739766)
|
| 368 |
+
3040 train 3.992382 (lr=7.2487e-04) (hash(x)=154414400)
|
| 369 |
+
3050 train 4.081887 (lr=7.2360e-04) (hash(x)=150696487)
|
| 370 |
+
3060 train 4.090200 (lr=7.2232e-04) (hash(x)=154543441)
|
| 371 |
+
3070 train 3.870064 (lr=7.2105e-04) (hash(x)=170733242)
|
| 372 |
+
3080 train 4.220905 (lr=7.1977e-04) (hash(x)=161914669)
|
| 373 |
+
3090 train 4.105847 (lr=7.1848e-04) (hash(x)=156125491)
|
| 374 |
+
3100 val loss 4.3684
|
| 375 |
+
3100 val perplexity 78.9202
|
| 376 |
+
3100 train 4.002134 (lr=7.1719e-04) (hash(x)=141710086)
|
| 377 |
+
3110 train 4.309513 (lr=7.1590e-04) (hash(x)=154547635)
|
| 378 |
+
3120 train 4.151263 (lr=7.1461e-04) (hash(x)=151747171)
|
| 379 |
+
3130 train 4.436804 (lr=7.1331e-04) (hash(x)=160311353)
|
| 380 |
+
3140 train 4.547508 (lr=7.1201e-04) (hash(x)=157233821)
|
| 381 |
+
3150 train 4.357860 (lr=7.1071e-04) (hash(x)=153016810)
|
| 382 |
+
3160 train 4.335472 (lr=7.0940e-04) (hash(x)=157289875)
|
| 383 |
+
3170 train 4.345189 (lr=7.0809e-04) (hash(x)=157459484)
|
| 384 |
+
3180 train 4.254673 (lr=7.0678e-04) (hash(x)=162037435)
|
| 385 |
+
3190 train 4.355122 (lr=7.0546e-04) (hash(x)=159360169)
|
| 386 |
+
3200 val loss 4.3150
|
| 387 |
+
3200 val perplexity 74.8120
|
| 388 |
+
3200 train 4.233161 (lr=7.0414e-04) (hash(x)=151299772)
|
| 389 |
+
3210 train 4.457440 (lr=7.0282e-04) (hash(x)=183865364)
|
| 390 |
+
3220 train 4.208958 (lr=7.0149e-04) (hash(x)=139622592)
|
| 391 |
+
3230 train 4.163774 (lr=7.0017e-04) (hash(x)=147102655)
|
| 392 |
+
3240 train 4.218401 (lr=6.9883e-04) (hash(x)=161870696)
|
| 393 |
+
3250 train 4.370385 (lr=6.9750e-04) (hash(x)=152692231)
|
| 394 |
+
3260 train 4.116918 (lr=6.9616e-04) (hash(x)=149990134)
|
| 395 |
+
3270 train 4.090548 (lr=6.9482e-04) (hash(x)=134848432)
|
| 396 |
+
3280 train 4.152534 (lr=6.9348e-04) (hash(x)=138519418)
|
| 397 |
+
3290 train 4.290177 (lr=6.9213e-04) (hash(x)=139301249)
|
| 398 |
+
3300 val loss 4.3194
|
| 399 |
+
3300 val perplexity 75.1455
|
| 400 |
+
3300 train 4.125785 (lr=6.9079e-04) (hash(x)=146473110)
|
| 401 |
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3310 train 4.196344 (lr=6.8943e-04) (hash(x)=144833685)
|
| 402 |
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3320 train 4.095662 (lr=6.8808e-04) (hash(x)=148953545)
|
| 403 |
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3330 train 4.327266 (lr=6.8672e-04) (hash(x)=161302371)
|
| 404 |
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3340 train 4.258191 (lr=6.8536e-04) (hash(x)=144215411)
|
| 405 |
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3350 train 4.424178 (lr=6.8400e-04) (hash(x)=157713664)
|
| 406 |
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3360 train 4.302905 (lr=6.8263e-04) (hash(x)=150813928)
|
| 407 |
+
3370 train 4.284772 (lr=6.8127e-04) (hash(x)=150889463)
|
| 408 |
+
3380 train 4.328586 (lr=6.7990e-04) (hash(x)=156631928)
|
| 409 |
+
3390 train 4.366568 (lr=6.7852e-04) (hash(x)=136001579)
|
| 410 |
+
3400 val loss 4.2932
|
| 411 |
+
3400 val perplexity 73.1971
|
| 412 |
+
3400 train 4.439957 (lr=6.7715e-04) (hash(x)=153954157)
|
| 413 |
+
3410 train 4.218873 (lr=6.7577e-04) (hash(x)=150012477)
|
| 414 |
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3420 train 4.581367 (lr=6.7439e-04) (hash(x)=160878899)
|
| 415 |
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3430 train 4.617033 (lr=6.7300e-04) (hash(x)=128131106)
|
| 416 |
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3440 train 4.536747 (lr=6.7162e-04) (hash(x)=149611866)
|
| 417 |
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3450 train 4.166998 (lr=6.7023e-04) (hash(x)=166942460)
|
| 418 |
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3460 train 4.321686 (lr=6.6883e-04) (hash(x)=150498414)
|
| 419 |
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3470 train 4.471635 (lr=6.6744e-04) (hash(x)=144342279)
|
| 420 |
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3480 train 4.304661 (lr=6.6604e-04) (hash(x)=148891764)
|
| 421 |
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3490 train 4.269608 (lr=6.6464e-04) (hash(x)=157308188)
|
| 422 |
+
3500 val loss 4.2835
|
| 423 |
+
3500 val perplexity 72.4948
|
| 424 |
+
3500 train 4.171542 (lr=6.6324e-04) (hash(x)=153717336)
|
| 425 |
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3510 train 4.203552 (lr=6.6184e-04) (hash(x)=156083924)
|
| 426 |
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3520 train 4.192437 (lr=6.6043e-04) (hash(x)=144234966)
|
| 427 |
+
3530 train 4.277328 (lr=6.5902e-04) (hash(x)=150184381)
|
| 428 |
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3540 train 4.159635 (lr=6.5761e-04) (hash(x)=143011198)
|
| 429 |
+
3550 train 4.308262 (lr=6.5620e-04) (hash(x)=148764613)
|
| 430 |
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3560 train 4.067451 (lr=6.5478e-04) (hash(x)=150625329)
|
| 431 |
+
3570 train 4.185779 (lr=6.5336e-04) (hash(x)=143981302)
|
| 432 |
+
3580 train 4.230360 (lr=6.5194e-04) (hash(x)=154989703)
|
| 433 |
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3590 train 4.361461 (lr=6.5052e-04) (hash(x)=146602526)
|
| 434 |
+
3600 val loss 4.2775
|
| 435 |
+
3600 val perplexity 72.0628
|
| 436 |
+
3600 train 4.057448 (lr=6.4910e-04) (hash(x)=144965161)
|
| 437 |
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3610 train 4.050899 (lr=6.4767e-04) (hash(x)=159452243)
|
| 438 |
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3620 train 4.044521 (lr=6.4624e-04) (hash(x)=144904300)
|
| 439 |
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3630 train 3.959744 (lr=6.4481e-04) (hash(x)=127790212)
|
| 440 |
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3640 train 4.203071 (lr=6.4337e-04) (hash(x)=150863158)
|
| 441 |
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3650 train 4.158432 (lr=6.4194e-04) (hash(x)=145691635)
|
| 442 |
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3660 train 4.137704 (lr=6.4050e-04) (hash(x)=150631264)
|
| 443 |
+
3670 train 4.113419 (lr=6.3906e-04) (hash(x)=148646259)
|
| 444 |
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3680 train 4.078874 (lr=6.3762e-04) (hash(x)=139317386)
|
| 445 |
+
3690 train 4.192668 (lr=6.3617e-04) (hash(x)=142206916)
|
| 446 |
+
3700 val loss 4.2915
|
| 447 |
+
3700 val perplexity 73.0792
|
| 448 |
+
3700 train 4.193795 (lr=6.3473e-04) (hash(x)=125969741)
|
| 449 |
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3710 train 4.040253 (lr=6.3328e-04) (hash(x)=157183915)
|
| 450 |
+
3720 train 4.034634 (lr=6.3183e-04) (hash(x)=150434369)
|
| 451 |
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3730 train 4.223579 (lr=6.3037e-04) (hash(x)=160911722)
|
| 452 |
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3740 train 4.123976 (lr=6.2892e-04) (hash(x)=163306921)
|
| 453 |
+
3750 train 4.236686 (lr=6.2746e-04) (hash(x)=149156876)
|
| 454 |
+
3760 train 4.377484 (lr=6.2600e-04) (hash(x)=156015970)
|
| 455 |
+
3770 train 4.315313 (lr=6.2454e-04) (hash(x)=148222322)
|
| 456 |
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3780 train 4.424157 (lr=6.2308e-04) (hash(x)=172040174)
|
| 457 |
+
3790 train 4.335230 (lr=6.2162e-04) (hash(x)=151593070)
|
| 458 |
+
3800 val loss 4.2653
|
| 459 |
+
3800 val perplexity 71.1889
|
| 460 |
+
3800 train 4.083443 (lr=6.2015e-04) (hash(x)=155070487)
|
| 461 |
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3810 train 4.273310 (lr=6.1868e-04) (hash(x)=137073164)
|
| 462 |
+
3820 train 4.172125 (lr=6.1721e-04) (hash(x)=147761510)
|
| 463 |
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3830 train 4.089846 (lr=6.1574e-04) (hash(x)=154763021)
|
| 464 |
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3840 train 4.142411 (lr=6.1427e-04) (hash(x)=149622435)
|
| 465 |
+
3850 train 4.252018 (lr=6.1280e-04) (hash(x)=150779423)
|
| 466 |
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3860 train 4.217759 (lr=6.1132e-04) (hash(x)=139445120)
|
| 467 |
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3870 train 4.202183 (lr=6.0984e-04) (hash(x)=151884947)
|
| 468 |
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3880 train 4.207698 (lr=6.0836e-04) (hash(x)=139795201)
|
| 469 |
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3890 train 4.252852 (lr=6.0688e-04) (hash(x)=155589956)
|
| 470 |
+
3900 val loss 4.2530
|
| 471 |
+
3900 val perplexity 70.3159
|
| 472 |
+
3900 train 4.177105 (lr=6.0540e-04) (hash(x)=149444644)
|
| 473 |
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3910 train 4.164174 (lr=6.0391e-04) (hash(x)=148538323)
|
| 474 |
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3920 train 4.288862 (lr=6.0243e-04) (hash(x)=144026925)
|
| 475 |
+
3930 train 4.174507 (lr=6.0094e-04) (hash(x)=155311200)
|
| 476 |
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3940 train 4.154124 (lr=5.9945e-04) (hash(x)=142410034)
|
| 477 |
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3950 train 4.130711 (lr=5.9796e-04) (hash(x)=145986075)
|
| 478 |
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3960 train 4.029598 (lr=5.9647e-04) (hash(x)=156197753)
|
| 479 |
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3970 train 4.183270 (lr=5.9497e-04) (hash(x)=146981564)
|
| 480 |
+
3980 train 4.496033 (lr=5.9348e-04) (hash(x)=145361976)
|
| 481 |
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3990 train 4.222556 (lr=5.9198e-04) (hash(x)=149344475)
|
| 482 |
+
4000 val loss 4.2462
|
| 483 |
+
4000 val perplexity 69.8369
|
| 484 |
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4000 train 4.104761 (lr=5.9048e-04) (hash(x)=151663033)
|
| 485 |
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4010 train 3.988742 (lr=5.8898e-04) (hash(x)=140915499)
|
| 486 |
+
4020 train 4.205299 (lr=5.8748e-04) (hash(x)=159979134)
|
| 487 |
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4030 train 4.128789 (lr=5.8598e-04) (hash(x)=163081433)
|
| 488 |
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4040 train 4.017813 (lr=5.8448e-04) (hash(x)=144890231)
|
| 489 |
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4050 train 4.180600 (lr=5.8297e-04) (hash(x)=138242368)
|
| 490 |
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4060 train 4.075369 (lr=5.8147e-04) (hash(x)=144438406)
|
| 491 |
+
4070 train 3.959241 (lr=5.7996e-04) (hash(x)=159294906)
|
| 492 |
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4080 train 4.015474 (lr=5.7845e-04) (hash(x)=143676301)
|
| 493 |
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4090 train 4.247212 (lr=5.7694e-04) (hash(x)=147875296)
|
| 494 |
+
4100 val loss 4.2590
|
| 495 |
+
4100 val perplexity 70.7399
|
| 496 |
+
4100 train 4.307348 (lr=5.7543e-04) (hash(x)=143688282)
|
| 497 |
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4110 train 4.078314 (lr=5.7392e-04) (hash(x)=150086777)
|
| 498 |
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4120 train 4.030775 (lr=5.7240e-04) (hash(x)=154624391)
|
| 499 |
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4130 train 4.216658 (lr=5.7089e-04) (hash(x)=141163032)
|
| 500 |
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4140 train 4.241447 (lr=5.6937e-04) (hash(x)=151038180)
|
| 501 |
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4150 train 4.319368 (lr=5.6786e-04) (hash(x)=144718421)
|
| 502 |
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4160 train 4.237252 (lr=5.6634e-04) (hash(x)=154277459)
|
| 503 |
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4170 train 4.396443 (lr=5.6482e-04) (hash(x)=143765173)
|
| 504 |
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4180 train 4.264229 (lr=5.6330e-04) (hash(x)=161013425)
|
| 505 |
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4190 train 4.215936 (lr=5.6178e-04) (hash(x)=161666854)
|
| 506 |
+
4200 val loss 4.2260
|
| 507 |
+
4200 val perplexity 68.4457
|
| 508 |
+
4200 train 4.140808 (lr=5.6026e-04) (hash(x)=163361651)
|
| 509 |
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4210 train 4.476238 (lr=5.5874e-04) (hash(x)=153491528)
|
| 510 |
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4220 train 4.268763 (lr=5.5721e-04) (hash(x)=164410385)
|
| 511 |
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4230 train 4.206676 (lr=5.5569e-04) (hash(x)=175191816)
|
| 512 |
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4240 train 4.082651 (lr=5.5416e-04) (hash(x)=133924818)
|
| 513 |
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4250 train 4.307231 (lr=5.5264e-04) (hash(x)=152932845)
|
| 514 |
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4260 train 4.181491 (lr=5.5111e-04) (hash(x)=141987318)
|
| 515 |
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4270 train 4.275719 (lr=5.4958e-04) (hash(x)=142521279)
|
| 516 |
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4280 train 4.140427 (lr=5.4805e-04) (hash(x)=147707669)
|
| 517 |
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4290 train 4.200632 (lr=5.4652e-04) (hash(x)=152245539)
|
| 518 |
+
4300 val loss 4.2102
|
| 519 |
+
4300 val perplexity 67.3696
|
| 520 |
+
4300 train 4.097079 (lr=5.4499e-04) (hash(x)=153619361)
|
| 521 |
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4310 train 4.301521 (lr=5.4346e-04) (hash(x)=142614473)
|
| 522 |
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4320 train 4.121789 (lr=5.4193e-04) (hash(x)=142689858)
|
| 523 |
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4330 train 4.145312 (lr=5.4040e-04) (hash(x)=140837891)
|
| 524 |
+
4340 train 4.133393 (lr=5.3887e-04) (hash(x)=131790760)
|
| 525 |
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4350 train 4.297874 (lr=5.3733e-04) (hash(x)=147186292)
|
| 526 |
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4360 train 4.104776 (lr=5.3580e-04) (hash(x)=148140562)
|
| 527 |
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4370 train 4.215547 (lr=5.3427e-04) (hash(x)=156409913)
|
| 528 |
+
4380 train 4.132679 (lr=5.3273e-04) (hash(x)=145126034)
|
| 529 |
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4390 train 4.082170 (lr=5.3119e-04) (hash(x)=147368423)
|
| 530 |
+
4400 val loss 4.2149
|
| 531 |
+
4400 val perplexity 67.6866
|
| 532 |
+
4400 train 4.560713 (lr=5.2966e-04) (hash(x)=168527064)
|
| 533 |
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4410 train 4.073971 (lr=5.2812e-04) (hash(x)=150152773)
|
| 534 |
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4420 train 4.156668 (lr=5.2658e-04) (hash(x)=155472304)
|
| 535 |
+
4430 train 4.085621 (lr=5.2505e-04) (hash(x)=147299265)
|
| 536 |
+
4440 train 4.045893 (lr=5.2351e-04) (hash(x)=140659522)
|
| 537 |
+
4450 train 4.111748 (lr=5.2197e-04) (hash(x)=147169111)
|
| 538 |
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4460 train 4.173145 (lr=5.2043e-04) (hash(x)=144098557)
|
| 539 |
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4470 train 3.937320 (lr=5.1889e-04) (hash(x)=161957507)
|
| 540 |
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4480 train 3.959991 (lr=5.1735e-04) (hash(x)=154064204)
|
| 541 |
+
4490 train 4.102057 (lr=5.1581e-04) (hash(x)=153999958)
|
| 542 |
+
4500 val loss 4.2278
|
| 543 |
+
4500 val perplexity 68.5634
|
| 544 |
+
4500 train 4.254476 (lr=5.1427e-04) (hash(x)=125588037)
|
| 545 |
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4510 train 4.056396 (lr=5.1273e-04) (hash(x)=142522186)
|
| 546 |
+
4520 train 3.901035 (lr=5.1119e-04) (hash(x)=152736893)
|
| 547 |
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4530 train 4.127179 (lr=5.0965e-04) (hash(x)=148091275)
|
| 548 |
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4540 train 4.247996 (lr=5.0811e-04) (hash(x)=147663019)
|
| 549 |
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4550 train 4.331471 (lr=5.0657e-04) (hash(x)=151491857)
|
| 550 |
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4560 train 4.212407 (lr=5.0502e-04) (hash(x)=161757513)
|
| 551 |
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4570 train 4.203509 (lr=5.0348e-04) (hash(x)=165448260)
|
| 552 |
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4580 train 4.339612 (lr=5.0194e-04) (hash(x)=151620292)
|
| 553 |
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4590 train 4.421757 (lr=5.0040e-04) (hash(x)=161877852)
|
| 554 |
+
4600 val loss 4.1901
|
| 555 |
+
4600 val perplexity 66.0276
|
| 556 |
+
4600 train 4.175506 (lr=4.9886e-04) (hash(x)=143710941)
|
| 557 |
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4610 train 4.269215 (lr=4.9731e-04) (hash(x)=152244871)
|
| 558 |
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4620 train 4.214794 (lr=4.9577e-04) (hash(x)=161268167)
|
| 559 |
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4630 train 4.202896 (lr=4.9423e-04) (hash(x)=153904677)
|
| 560 |
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4640 train 4.159828 (lr=4.9269e-04) (hash(x)=152593758)
|
| 561 |
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4650 train 4.311742 (lr=4.9114e-04) (hash(x)=159047122)
|
| 562 |
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4660 train 4.377599 (lr=4.8960e-04) (hash(x)=167370244)
|
| 563 |
+
4670 train 4.153496 (lr=4.8806e-04) (hash(x)=140357684)
|
| 564 |
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4680 train 4.313177 (lr=4.8652e-04) (hash(x)=140547853)
|
| 565 |
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4690 train 4.490807 (lr=4.8498e-04) (hash(x)=143000949)
|
| 566 |
+
4700 val loss 4.1845
|
| 567 |
+
4700 val perplexity 65.6593
|
| 568 |
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4700 train 4.126832 (lr=4.8343e-04) (hash(x)=150952742)
|
| 569 |
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4710 train 4.167521 (lr=4.8189e-04) (hash(x)=157964406)
|
| 570 |
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4720 train 4.055173 (lr=4.8035e-04) (hash(x)=147653608)
|
| 571 |
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4730 train 4.134682 (lr=4.7881e-04) (hash(x)=165545764)
|
| 572 |
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4740 train 4.123727 (lr=4.7727e-04) (hash(x)=146744631)
|
| 573 |
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4750 train 4.198169 (lr=4.7573e-04) (hash(x)=153635164)
|
| 574 |
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4760 train 4.244863 (lr=4.7419e-04) (hash(x)=153217508)
|
| 575 |
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4770 train 4.280272 (lr=4.7265e-04) (hash(x)=169622743)
|
| 576 |
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4780 train 4.120941 (lr=4.7111e-04) (hash(x)=138018297)
|
| 577 |
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4790 train 3.992206 (lr=4.6957e-04) (hash(x)=156067303)
|
| 578 |
+
4800 val loss 4.1844
|
| 579 |
+
4800 val perplexity 65.6528
|
| 580 |
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4800 train 4.168067 (lr=4.6803e-04) (hash(x)=145323659)
|
| 581 |
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4810 train 4.052182 (lr=4.6649e-04) (hash(x)=152587772)
|
| 582 |
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4820 train 4.280380 (lr=4.6495e-04) (hash(x)=148481485)
|
| 583 |
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4830 train 4.042943 (lr=4.6342e-04) (hash(x)=154219664)
|
| 584 |
+
4840 train 3.929765 (lr=4.6188e-04) (hash(x)=156853645)
|
| 585 |
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4850 train 4.017748 (lr=4.6034e-04) (hash(x)=152329702)
|
| 586 |
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4860 train 4.007750 (lr=4.5881e-04) (hash(x)=136684779)
|
| 587 |
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4870 train 4.066093 (lr=4.5727e-04) (hash(x)=143260367)
|
| 588 |
+
4880 train 4.035643 (lr=4.5573e-04) (hash(x)=150910947)
|
| 589 |
+
4890 train 4.054811 (lr=4.5420e-04) (hash(x)=179249925)
|
| 590 |
+
4900 val loss 4.1902
|
| 591 |
+
4900 val perplexity 66.0359
|
| 592 |
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4900 train 4.213989 (lr=4.5267e-04) (hash(x)=153151397)
|
| 593 |
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4910 train 4.163309 (lr=4.5113e-04) (hash(x)=144101891)
|
| 594 |
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4920 train 4.059049 (lr=4.4960e-04) (hash(x)=144994952)
|
| 595 |
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4930 train 4.346812 (lr=4.4807e-04) (hash(x)=155390878)
|
| 596 |
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4940 train 4.124098 (lr=4.4654e-04) (hash(x)=141359221)
|
| 597 |
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4950 train 4.031269 (lr=4.4501e-04) (hash(x)=151570011)
|
| 598 |
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4960 train 4.248791 (lr=4.4348e-04) (hash(x)=146918855)
|
| 599 |
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4970 train 4.181933 (lr=4.4195e-04) (hash(x)=148647362)
|
| 600 |
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4980 train 4.136421 (lr=4.4042e-04) (hash(x)=159753562)
|
| 601 |
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4990 train 4.083972 (lr=4.3889e-04) (hash(x)=147683447)
|
| 602 |
+
5000 val loss 4.1808
|
| 603 |
+
5000 val perplexity 65.4169
|
| 604 |
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5000 train 4.226419 (lr=4.3736e-04) (hash(x)=143182059)
|
| 605 |
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5010 train 4.031024 (lr=4.3584e-04) (hash(x)=138657407)
|
| 606 |
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5020 train 4.144058 (lr=4.3431e-04) (hash(x)=151830497)
|
| 607 |
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5030 train 4.144313 (lr=4.3279e-04) (hash(x)=147727694)
|
| 608 |
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5040 train 3.984268 (lr=4.3126e-04) (hash(x)=151957014)
|
| 609 |
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5050 train 4.252203 (lr=4.2974e-04) (hash(x)=147828693)
|
| 610 |
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5060 train 4.303446 (lr=4.2822e-04) (hash(x)=158589700)
|
| 611 |
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5070 train 4.188478 (lr=4.2670e-04) (hash(x)=155662163)
|
| 612 |
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5080 train 4.286661 (lr=4.2518e-04) (hash(x)=157797383)
|
| 613 |
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5090 train 4.164822 (lr=4.2366e-04) (hash(x)=153848957)
|
| 614 |
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5100 val loss 4.1655
|
| 615 |
+
5100 val perplexity 64.4260
|
| 616 |
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5100 train 4.116725 (lr=4.2214e-04) (hash(x)=170083586)
|
| 617 |
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5110 train 4.039621 (lr=4.2063e-04) (hash(x)=153800138)
|
| 618 |
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5120 train 4.144315 (lr=4.1911e-04) (hash(x)=153526228)
|
| 619 |
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5130 train 4.153275 (lr=4.1760e-04) (hash(x)=158650342)
|
| 620 |
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5140 train 4.145780 (lr=4.1608e-04) (hash(x)=153163034)
|
| 621 |
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5150 train 4.134039 (lr=4.1457e-04) (hash(x)=155281294)
|
| 622 |
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5160 train 4.116432 (lr=4.1306e-04) (hash(x)=147731627)
|
| 623 |
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5170 train 4.102030 (lr=4.1155e-04) (hash(x)=146388976)
|
| 624 |
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5180 train 4.311785 (lr=4.1004e-04) (hash(x)=140323065)
|
| 625 |
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5190 train 4.225274 (lr=4.0853e-04) (hash(x)=150406523)
|
| 626 |
+
5200 val loss 4.1611
|
| 627 |
+
5200 val perplexity 64.1429
|
| 628 |
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5200 train 4.018374 (lr=4.0703e-04) (hash(x)=149363919)
|
| 629 |
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5210 train 4.157623 (lr=4.0552e-04) (hash(x)=164390214)
|
| 630 |
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5220 train 4.116515 (lr=4.0402e-04) (hash(x)=153652984)
|
| 631 |
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5230 train 4.083348 (lr=4.0252e-04) (hash(x)=139542770)
|
| 632 |
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5240 train 3.970414 (lr=4.0102e-04) (hash(x)=140115288)
|
| 633 |
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5250 train 4.095337 (lr=3.9952e-04) (hash(x)=142158900)
|
| 634 |
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5260 train 4.025528 (lr=3.9802e-04) (hash(x)=156019449)
|
| 635 |
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5270 train 4.135943 (lr=3.9652e-04) (hash(x)=150776850)
|
| 636 |
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5280 train 4.096885 (lr=3.9503e-04) (hash(x)=151358692)
|
| 637 |
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5290 train 4.064167 (lr=3.9353e-04) (hash(x)=137112863)
|
| 638 |
+
5300 val loss 4.1568
|
| 639 |
+
5300 val perplexity 63.8681
|
| 640 |
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5300 train 3.995258 (lr=3.9204e-04) (hash(x)=152033784)
|
| 641 |
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5310 train 4.029696 (lr=3.9055e-04) (hash(x)=147785712)
|
| 642 |
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5320 train 4.168192 (lr=3.8906e-04) (hash(x)=156426339)
|
| 643 |
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5330 train 4.115884 (lr=3.8757e-04) (hash(x)=161907693)
|
| 644 |
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5340 train 4.186275 (lr=3.8609e-04) (hash(x)=156414094)
|
| 645 |
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5350 train 4.209031 (lr=3.8460e-04) (hash(x)=141712428)
|
| 646 |
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5360 train 4.166499 (lr=3.8312e-04) (hash(x)=156873601)
|
| 647 |
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5370 train 4.137713 (lr=3.8164e-04) (hash(x)=149863781)
|
| 648 |
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5380 train 4.145262 (lr=3.8016e-04) (hash(x)=148183971)
|
| 649 |
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5390 train 4.103902 (lr=3.7868e-04) (hash(x)=151542334)
|
| 650 |
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5400 val loss 4.1355
|
| 651 |
+
5400 val perplexity 62.5211
|
| 652 |
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5400 train 4.379809 (lr=3.7720e-04) (hash(x)=154614289)
|
| 653 |
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5410 train 4.122404 (lr=3.7573e-04) (hash(x)=169124671)
|
| 654 |
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5420 train 4.147447 (lr=3.7426e-04) (hash(x)=159963738)
|
| 655 |
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5430 train 4.107211 (lr=3.7279e-04) (hash(x)=155162691)
|
| 656 |
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5440 train 4.137402 (lr=3.7132e-04) (hash(x)=135981908)
|
| 657 |
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5450 train 4.226522 (lr=3.6985e-04) (hash(x)=145055580)
|
| 658 |
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5460 train 4.087333 (lr=3.6838e-04) (hash(x)=150367825)
|
| 659 |
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5470 train 4.173470 (lr=3.6692e-04) (hash(x)=151034173)
|
| 660 |
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5480 train 4.089606 (lr=3.6546e-04) (hash(x)=155581766)
|
| 661 |
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5490 train 4.116200 (lr=3.6400e-04) (hash(x)=136973993)
|
| 662 |
+
5500 val loss 4.1326
|
| 663 |
+
5500 val perplexity 62.3377
|
| 664 |
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5500 train 4.288058 (lr=3.6254e-04) (hash(x)=157745174)
|
| 665 |
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5510 train 4.240202 (lr=3.6108e-04) (hash(x)=144628894)
|
| 666 |
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5520 train 4.123269 (lr=3.5963e-04) (hash(x)=135056684)
|
| 667 |
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5530 train 4.113727 (lr=3.5817e-04) (hash(x)=143418640)
|
| 668 |
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5540 train 4.089695 (lr=3.5672e-04) (hash(x)=144464984)
|
| 669 |
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5550 train 4.290135 (lr=3.5527e-04) (hash(x)=155888745)
|
| 670 |
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5560 train 3.957353 (lr=3.5383e-04) (hash(x)=149122683)
|
| 671 |
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5570 train 4.001768 (lr=3.5238e-04) (hash(x)=154573954)
|
| 672 |
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5580 train 4.102922 (lr=3.5094e-04) (hash(x)=149339361)
|
| 673 |
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5590 train 3.998308 (lr=3.4950e-04) (hash(x)=154738453)
|
| 674 |
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5600 val loss 4.1328
|
| 675 |
+
5600 val perplexity 62.3515
|
| 676 |
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5600 train 4.113726 (lr=3.4806e-04) (hash(x)=147693222)
|
| 677 |
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5610 train 3.884556 (lr=3.4663e-04) (hash(x)=142140192)
|
| 678 |
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5620 train 4.022015 (lr=3.4519e-04) (hash(x)=148677209)
|
| 679 |
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5630 train 4.082187 (lr=3.4376e-04) (hash(x)=143495554)
|
| 680 |
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5640 train 4.171337 (lr=3.4233e-04) (hash(x)=153202964)
|
| 681 |
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5650 train 4.098948 (lr=3.4090e-04) (hash(x)=168724867)
|
| 682 |
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5660 train 4.066211 (lr=3.3948e-04) (hash(x)=142816746)
|
| 683 |
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5670 train 4.198560 (lr=3.3806e-04) (hash(x)=164119551)
|
| 684 |
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5680 train 4.053823 (lr=3.3664e-04) (hash(x)=157239121)
|
| 685 |
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5690 train 4.340280 (lr=3.3522e-04) (hash(x)=144662329)
|
| 686 |
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5700 val loss 4.1199
|
| 687 |
+
5700 val perplexity 61.5555
|
| 688 |
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5700 train 4.050880 (lr=3.3380e-04) (hash(x)=149784627)
|
| 689 |
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5710 train 4.023172 (lr=3.3239e-04) (hash(x)=152821162)
|
| 690 |
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5720 train 4.239784 (lr=3.3098e-04) (hash(x)=158497530)
|
| 691 |
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5730 train 4.227987 (lr=3.2957e-04) (hash(x)=154583914)
|
| 692 |
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5740 train 4.044340 (lr=3.2816e-04) (hash(x)=142027172)
|
| 693 |
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5750 train 4.283438 (lr=3.2676e-04) (hash(x)=119227402)
|
| 694 |
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5760 train 4.136868 (lr=3.2536e-04) (hash(x)=153248187)
|
| 695 |
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5770 train 4.009287 (lr=3.2396e-04) (hash(x)=147951994)
|
| 696 |
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5780 train 4.022799 (lr=3.2256e-04) (hash(x)=138935284)
|
| 697 |
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5790 train 4.109351 (lr=3.2117e-04) (hash(x)=151786681)
|
| 698 |
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5800 val loss 4.1266
|
| 699 |
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5800 val perplexity 61.9672
|
| 700 |
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5800 train 4.144587 (lr=3.1977e-04) (hash(x)=158620729)
|
| 701 |
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5810 train 4.090469 (lr=3.1838e-04) (hash(x)=178115789)
|
| 702 |
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5820 train 4.015295 (lr=3.1700e-04) (hash(x)=149092790)
|
| 703 |
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5830 train 4.197200 (lr=3.1561e-04) (hash(x)=148269833)
|
| 704 |
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5840 train 4.129659 (lr=3.1423e-04) (hash(x)=163714738)
|
| 705 |
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5850 train 4.104927 (lr=3.1285e-04) (hash(x)=144111890)
|
| 706 |
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5860 train 4.066407 (lr=3.1148e-04) (hash(x)=170702475)
|
| 707 |
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5870 train 4.010305 (lr=3.1010e-04) (hash(x)=155970835)
|
| 708 |
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5880 train 4.016855 (lr=3.0873e-04) (hash(x)=146695463)
|
| 709 |
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5890 train 4.076689 (lr=3.0737e-04) (hash(x)=151603187)
|
| 710 |
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5900 val loss 4.1152
|
| 711 |
+
5900 val perplexity 61.2661
|
| 712 |
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5900 train 4.093883 (lr=3.0600e-04) (hash(x)=159763910)
|
| 713 |
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5910 train 4.136925 (lr=3.0464e-04) (hash(x)=149555230)
|
| 714 |
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5920 train 4.146194 (lr=3.0328e-04) (hash(x)=138048333)
|
| 715 |
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5930 train 4.039069 (lr=3.0192e-04) (hash(x)=148668256)
|
| 716 |
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5940 train 4.176870 (lr=3.0057e-04) (hash(x)=148352543)
|
| 717 |
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5950 train 4.186347 (lr=2.9921e-04) (hash(x)=163457488)
|
| 718 |
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5960 train 4.268394 (lr=2.9787e-04) (hash(x)=155306804)
|
| 719 |
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5970 train 4.114334 (lr=2.9652e-04) (hash(x)=146576143)
|
| 720 |
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5980 train 4.123283 (lr=2.9518e-04) (hash(x)=144668956)
|
| 721 |
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5990 train 4.090063 (lr=2.9384e-04) (hash(x)=156098617)
|
| 722 |
+
6000 val loss 4.1006
|
| 723 |
+
6000 val perplexity 60.3761
|
| 724 |
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6000 train 4.066449 (lr=2.9250e-04) (hash(x)=147640561)
|
| 725 |
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6010 train 4.136495 (lr=2.9117e-04) (hash(x)=161223074)
|
| 726 |
+
6020 train 4.123913 (lr=2.8983e-04) (hash(x)=156308454)
|
| 727 |
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6030 train 4.100221 (lr=2.8851e-04) (hash(x)=142553975)
|
| 728 |
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6040 train 4.063512 (lr=2.8718e-04) (hash(x)=142039829)
|
| 729 |
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6050 train 4.140831 (lr=2.8586e-04) (hash(x)=156329296)
|
| 730 |
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6060 train 4.068428 (lr=2.8454e-04) (hash(x)=148505537)
|
| 731 |
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6070 train 3.964927 (lr=2.8322e-04) (hash(x)=151801272)
|
| 732 |
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6080 train 4.041350 (lr=2.8191e-04) (hash(x)=159908287)
|
| 733 |
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6090 train 4.041447 (lr=2.8060e-04) (hash(x)=148714721)
|
| 734 |
+
6100 val loss 4.0951
|
| 735 |
+
6100 val perplexity 60.0461
|
| 736 |
+
6100 train 4.109780 (lr=2.7929e-04) (hash(x)=156613394)
|
| 737 |
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6110 train 3.961176 (lr=2.7799e-04) (hash(x)=143286705)
|
| 738 |
+
6120 train 4.172488 (lr=2.7669e-04) (hash(x)=150191141)
|
| 739 |
+
6130 train 4.045365 (lr=2.7539e-04) (hash(x)=149855624)
|
| 740 |
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6140 train 4.035291 (lr=2.7410e-04) (hash(x)=157312372)
|
| 741 |
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6150 train 4.157441 (lr=2.7281e-04) (hash(x)=148262730)
|
| 742 |
+
6160 train 4.071901 (lr=2.7152e-04) (hash(x)=147032785)
|
| 743 |
+
6170 train 3.991714 (lr=2.7023e-04) (hash(x)=161213064)
|
| 744 |
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6180 train 3.870981 (lr=2.6895e-04) (hash(x)=144538373)
|
| 745 |
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6190 train 3.925468 (lr=2.6768e-04) (hash(x)=144688493)
|
| 746 |
+
6200 val loss 4.0941
|
| 747 |
+
6200 val perplexity 59.9849
|
| 748 |
+
6200 train 3.998008 (lr=2.6640e-04) (hash(x)=186221290)
|
| 749 |
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6210 train 4.010006 (lr=2.6513e-04) (hash(x)=139529352)
|
| 750 |
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6220 train 4.175237 (lr=2.6386e-04) (hash(x)=138081469)
|
| 751 |
+
6230 train 4.042695 (lr=2.6260e-04) (hash(x)=152979409)
|
| 752 |
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6240 train 4.025000 (lr=2.6133e-04) (hash(x)=157848424)
|
| 753 |
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6250 train 3.919714 (lr=2.6008e-04) (hash(x)=150770915)
|
| 754 |
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6260 train 4.011678 (lr=2.5882e-04) (hash(x)=153769379)
|
| 755 |
+
6270 train 3.950395 (lr=2.5757e-04) (hash(x)=153318361)
|
| 756 |
+
6280 train 3.942501 (lr=2.5632e-04) (hash(x)=143366327)
|
| 757 |
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6290 train 4.108884 (lr=2.5508e-04) (hash(x)=160684845)
|
| 758 |
+
6300 val loss 4.0784
|
| 759 |
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6300 val perplexity 59.0527
|
| 760 |
+
6300 train 3.992275 (lr=2.5384e-04) (hash(x)=152081419)
|
| 761 |
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6310 train 3.954185 (lr=2.5260e-04) (hash(x)=146626797)
|
| 762 |
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6320 train 4.135173 (lr=2.5137e-04) (hash(x)=155291923)
|
| 763 |
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6330 train 4.008918 (lr=2.5014e-04) (hash(x)=140920951)
|
| 764 |
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6340 train 4.084290 (lr=2.4891e-04) (hash(x)=146642359)
|
| 765 |
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6350 train 4.060712 (lr=2.4769e-04) (hash(x)=160486550)
|
| 766 |
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6360 train 4.017797 (lr=2.4647e-04) (hash(x)=151833082)
|
| 767 |
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6370 train 4.005771 (lr=2.4525e-04) (hash(x)=124740362)
|
| 768 |
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6380 train 4.157446 (lr=2.4404e-04) (hash(x)=153952434)
|
| 769 |
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6390 train 4.196740 (lr=2.4283e-04) (hash(x)=145864314)
|
| 770 |
+
6400 val loss 4.0815
|
| 771 |
+
6400 val perplexity 59.2348
|
| 772 |
+
6400 train 4.078357 (lr=2.4163e-04) (hash(x)=154808349)
|
| 773 |
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6410 train 4.056865 (lr=2.4042e-04) (hash(x)=155037739)
|
| 774 |
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6420 train 3.991804 (lr=2.3923e-04) (hash(x)=151155588)
|
| 775 |
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6430 train 3.887644 (lr=2.3803e-04) (hash(x)=146548556)
|
| 776 |
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6440 train 4.056681 (lr=2.3684e-04) (hash(x)=152706474)
|
| 777 |
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6450 train 4.040814 (lr=2.3566e-04) (hash(x)=154207794)
|
| 778 |
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6460 train 3.918822 (lr=2.3447e-04) (hash(x)=141590515)
|
| 779 |
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6470 train 3.955927 (lr=2.3330e-04) (hash(x)=157673109)
|
| 780 |
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6480 train 3.969087 (lr=2.3212e-04) (hash(x)=155842980)
|
| 781 |
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6490 train 4.048855 (lr=2.3095e-04) (hash(x)=143595736)
|
| 782 |
+
6500 val loss 4.0794
|
| 783 |
+
6500 val perplexity 59.1105
|
| 784 |
+
6500 train 3.992445 (lr=2.2978e-04) (hash(x)=159437208)
|
| 785 |
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6510 train 4.017516 (lr=2.2862e-04) (hash(x)=142631317)
|
| 786 |
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6520 train 3.737174 (lr=2.2746e-04) (hash(x)=139009211)
|
| 787 |
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6530 train 4.087727 (lr=2.2630e-04) (hash(x)=145451137)
|
| 788 |
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6540 train 4.036687 (lr=2.2515e-04) (hash(x)=163532779)
|
| 789 |
+
6550 train 3.949154 (lr=2.2400e-04) (hash(x)=158084674)
|
| 790 |
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6560 train 3.930851 (lr=2.2286e-04) (hash(x)=142422592)
|
| 791 |
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6570 train 3.845227 (lr=2.2172e-04) (hash(x)=141089289)
|
| 792 |
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6580 train 3.948208 (lr=2.2058e-04) (hash(x)=139712979)
|
| 793 |
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6590 train 3.854307 (lr=2.1945e-04) (hash(x)=145833805)
|
| 794 |
+
6600 val loss 4.0793
|
| 795 |
+
6600 val perplexity 59.1041
|
| 796 |
+
6600 train 3.926127 (lr=2.1832e-04) (hash(x)=157933074)
|
| 797 |
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6610 train 3.848492 (lr=2.1720e-04) (hash(x)=142534769)
|
| 798 |
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6620 train 3.902997 (lr=2.1608e-04) (hash(x)=138456044)
|
| 799 |
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6630 train 4.035989 (lr=2.1496e-04) (hash(x)=145111052)
|
| 800 |
+
6640 train 3.995090 (lr=2.1385e-04) (hash(x)=166954515)
|
| 801 |
+
6650 train 3.959563 (lr=2.1274e-04) (hash(x)=146889543)
|
| 802 |
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6660 train 3.991551 (lr=2.1164e-04) (hash(x)=143253726)
|
| 803 |
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6670 train 3.904911 (lr=2.1054e-04) (hash(x)=144349844)
|
| 804 |
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6680 train 4.093520 (lr=2.0944e-04) (hash(x)=139911928)
|
| 805 |
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6690 train 4.286952 (lr=2.0835e-04) (hash(x)=143135862)
|
| 806 |
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6700 val loss 4.0679
|
| 807 |
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6700 val perplexity 58.4357
|
| 808 |
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6700 train 4.000452 (lr=2.0726e-04) (hash(x)=161560240)
|
| 809 |
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6710 train 4.090009 (lr=2.0618e-04) (hash(x)=150437730)
|
| 810 |
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6720 train 4.193772 (lr=2.0510e-04) (hash(x)=153035304)
|
| 811 |
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6730 train 3.980577 (lr=2.0402e-04) (hash(x)=139323796)
|
| 812 |
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6740 train 3.985088 (lr=2.0295e-04) (hash(x)=167437923)
|
| 813 |
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6750 train 3.947841 (lr=2.0189e-04) (hash(x)=143814596)
|
| 814 |
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6760 train 4.016275 (lr=2.0083e-04) (hash(x)=143755031)
|
| 815 |
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6770 train 3.967458 (lr=1.9977e-04) (hash(x)=142014038)
|
| 816 |
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6780 train 4.029864 (lr=1.9871e-04) (hash(x)=148465062)
|
| 817 |
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6790 train 4.062628 (lr=1.9766e-04) (hash(x)=154656877)
|
| 818 |
+
6800 val loss 4.0654
|
| 819 |
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6800 val perplexity 58.2886
|
| 820 |
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6800 train 4.173873 (lr=1.9662e-04) (hash(x)=155424292)
|
| 821 |
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6810 train 3.804549 (lr=1.9558e-04) (hash(x)=147358081)
|
| 822 |
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6820 train 3.926537 (lr=1.9454e-04) (hash(x)=145387291)
|
| 823 |
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6830 train 3.866898 (lr=1.9351e-04) (hash(x)=146334068)
|
| 824 |
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6840 train 3.954733 (lr=1.9248e-04) (hash(x)=139563766)
|
| 825 |
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6850 train 3.974477 (lr=1.9146e-04) (hash(x)=139095691)
|
| 826 |
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6860 train 3.911840 (lr=1.9044e-04) (hash(x)=142093999)
|
| 827 |
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6870 train 4.033524 (lr=1.8943e-04) (hash(x)=148598823)
|
| 828 |
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6880 train 4.116657 (lr=1.8842e-04) (hash(x)=146486085)
|
| 829 |
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6890 train 3.905026 (lr=1.8741e-04) (hash(x)=165683212)
|
| 830 |
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6900 val loss 4.0708
|
| 831 |
+
6900 val perplexity 58.6019
|
| 832 |
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6900 train 4.104698 (lr=1.8641e-04) (hash(x)=148561470)
|
| 833 |
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6910 train 3.798106 (lr=1.8541e-04) (hash(x)=136352432)
|
| 834 |
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6920 train 4.166933 (lr=1.8442e-04) (hash(x)=147640094)
|
| 835 |
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6930 train 4.058279 (lr=1.8343e-04) (hash(x)=152343827)
|
| 836 |
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6940 train 4.036081 (lr=1.8245e-04) (hash(x)=158787971)
|
| 837 |
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6950 train 4.314651 (lr=1.8147e-04) (hash(x)=178133125)
|
| 838 |
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6960 train 4.102413 (lr=1.8050e-04) (hash(x)=167302853)
|
| 839 |
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6970 train 4.032199 (lr=1.7953e-04) (hash(x)=143729435)
|
| 840 |
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6980 train 4.132317 (lr=1.7856e-04) (hash(x)=135857879)
|
| 841 |
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6990 train 4.079530 (lr=1.7760e-04) (hash(x)=155384510)
|
| 842 |
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7000 val loss 4.0584
|
| 843 |
+
7000 val perplexity 57.8821
|
| 844 |
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7000 train 4.024612 (lr=1.7665e-04) (hash(x)=141527450)
|
| 845 |
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7010 train 4.068355 (lr=1.7570e-04) (hash(x)=148648498)
|
| 846 |
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7020 train 3.994866 (lr=1.7475e-04) (hash(x)=148073842)
|
| 847 |
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7030 train 4.125118 (lr=1.7381e-04) (hash(x)=160771614)
|
| 848 |
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7040 train 3.905384 (lr=1.7287e-04) (hash(x)=148361330)
|
| 849 |
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7050 train 3.886260 (lr=1.7194e-04) (hash(x)=151212224)
|
| 850 |
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7060 train 4.078100 (lr=1.7101e-04) (hash(x)=155925366)
|
| 851 |
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7070 train 3.928343 (lr=1.7009e-04) (hash(x)=149830576)
|
| 852 |
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7080 train 3.895623 (lr=1.6917e-04) (hash(x)=144849934)
|
| 853 |
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7090 train 3.988890 (lr=1.6826e-04) (hash(x)=150997807)
|
| 854 |
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7100 val loss 4.0529
|
| 855 |
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7100 val perplexity 57.5653
|
| 856 |
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7100 train 4.024892 (lr=1.6735e-04) (hash(x)=151066339)
|
| 857 |
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7110 train 3.935751 (lr=1.6644e-04) (hash(x)=147185781)
|
| 858 |
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7120 train 3.973324 (lr=1.6554e-04) (hash(x)=141765575)
|
| 859 |
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7130 train 3.988152 (lr=1.6465e-04) (hash(x)=144204513)
|
| 860 |
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7140 train 3.824070 (lr=1.6376e-04) (hash(x)=149326253)
|
| 861 |
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7150 train 3.982937 (lr=1.6288e-04) (hash(x)=150409811)
|
| 862 |
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7160 train 3.869418 (lr=1.6200e-04) (hash(x)=144790348)
|
| 863 |
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7170 train 3.993319 (lr=1.6112e-04) (hash(x)=150500939)
|
| 864 |
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7180 train 3.815131 (lr=1.6025e-04) (hash(x)=143552103)
|
| 865 |
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7190 train 3.857952 (lr=1.5938e-04) (hash(x)=157471075)
|
| 866 |
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7200 val loss 4.0565
|
| 867 |
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7200 val perplexity 57.7697
|
| 868 |
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7200 train 3.839967 (lr=1.5852e-04) (hash(x)=155231264)
|
| 869 |
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7210 train 3.927274 (lr=1.5767e-04) (hash(x)=150350401)
|
| 870 |
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7220 train 3.940824 (lr=1.5682e-04) (hash(x)=151952594)
|
| 871 |
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7230 train 4.023512 (lr=1.5597e-04) (hash(x)=145381804)
|
| 872 |
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7240 train 3.906166 (lr=1.5513e-04) (hash(x)=142651222)
|
| 873 |
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7250 train 4.024863 (lr=1.5429e-04) (hash(x)=136115279)
|
| 874 |
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7260 train 4.124061 (lr=1.5346e-04) (hash(x)=154536751)
|
| 875 |
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7270 train 4.068368 (lr=1.5263e-04) (hash(x)=148883836)
|
| 876 |
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7280 train 3.923558 (lr=1.5181e-04) (hash(x)=150606754)
|
| 877 |
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7290 train 4.039410 (lr=1.5100e-04) (hash(x)=165845807)
|
| 878 |
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7300 val loss 4.0458
|
| 879 |
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7300 val perplexity 57.1560
|
| 880 |
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7300 train 4.119495 (lr=1.5019e-04) (hash(x)=150281149)
|
| 881 |
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7310 train 4.069716 (lr=1.4938e-04) (hash(x)=159929281)
|
| 882 |
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7320 train 3.900400 (lr=1.4858e-04) (hash(x)=143074269)
|
| 883 |
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7330 train 4.056135 (lr=1.4778e-04) (hash(x)=147369269)
|
| 884 |
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7340 train 4.106221 (lr=1.4699e-04) (hash(x)=139286601)
|
| 885 |
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7350 train 4.008608 (lr=1.4620e-04) (hash(x)=145263048)
|
| 886 |
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7360 train 3.863155 (lr=1.4542e-04) (hash(x)=144626817)
|
| 887 |
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7370 train 4.062545 (lr=1.4465e-04) (hash(x)=168989813)
|
| 888 |
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7380 train 4.041195 (lr=1.4387e-04) (hash(x)=144790656)
|
| 889 |
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7390 train 3.848826 (lr=1.4311e-04) (hash(x)=141279761)
|
| 890 |
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7400 val loss 4.0417
|
| 891 |
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7400 val perplexity 56.9226
|
| 892 |
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7400 train 3.978047 (lr=1.4235e-04) (hash(x)=148421717)
|
| 893 |
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7410 train 3.973784 (lr=1.4159e-04) (hash(x)=141241548)
|
| 894 |
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7420 train 4.049379 (lr=1.4084e-04) (hash(x)=162434228)
|
| 895 |
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7430 train 3.988369 (lr=1.4010e-04) (hash(x)=156312086)
|
| 896 |
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7440 train 3.949942 (lr=1.3936e-04) (hash(x)=139803064)
|
| 897 |
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7450 train 3.651820 (lr=1.3862e-04) (hash(x)=156361394)
|
| 898 |
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7460 train 3.955945 (lr=1.3789e-04) (hash(x)=141142183)
|
| 899 |
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7470 train 3.786820 (lr=1.3717e-04) (hash(x)=156701683)
|
| 900 |
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7480 train 3.963831 (lr=1.3645e-04) (hash(x)=148549917)
|
| 901 |
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7490 train 3.846266 (lr=1.3573e-04) (hash(x)=143002119)
|
| 902 |
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7500 val loss 4.0437
|
| 903 |
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7500 val perplexity 57.0362
|
| 904 |
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7500 train 3.852460 (lr=1.3502e-04) (hash(x)=146921118)
|
| 905 |
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7510 train 3.856812 (lr=1.3432e-04) (hash(x)=148592146)
|
| 906 |
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7520 train 4.005755 (lr=1.3362e-04) (hash(x)=148456120)
|
| 907 |
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7530 train 4.163059 (lr=1.3293e-04) (hash(x)=163865945)
|
| 908 |
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7540 train 4.054419 (lr=1.3224e-04) (hash(x)=160753039)
|
| 909 |
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7550 train 4.061856 (lr=1.3155e-04) (hash(x)=150275989)
|
| 910 |
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7560 train 4.090946 (lr=1.3088e-04) (hash(x)=141749735)
|
| 911 |
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7570 train 4.054995 (lr=1.3020e-04) (hash(x)=148449999)
|
| 912 |
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7580 train 3.931771 (lr=1.2954e-04) (hash(x)=139153889)
|
| 913 |
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7590 train 4.043928 (lr=1.2887e-04) (hash(x)=147418540)
|
| 914 |
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7600 val loss 4.0331
|
| 915 |
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7600 val perplexity 56.4353
|
| 916 |
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7600 train 4.071450 (lr=1.2822e-04) (hash(x)=150660048)
|
| 917 |
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7610 train 4.048304 (lr=1.2757e-04) (hash(x)=155369080)
|
| 918 |
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7620 train 3.951020 (lr=1.2692e-04) (hash(x)=151926309)
|
| 919 |
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7630 train 4.028627 (lr=1.2628e-04) (hash(x)=149549080)
|
| 920 |
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7640 train 3.917208 (lr=1.2564e-04) (hash(x)=140642882)
|
| 921 |
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7650 train 4.196084 (lr=1.2501e-04) (hash(x)=140218502)
|
| 922 |
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7660 train 4.027391 (lr=1.2439e-04) (hash(x)=153198276)
|
| 923 |
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7670 train 3.887356 (lr=1.2377e-04) (hash(x)=150706960)
|
| 924 |
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7680 train 4.038455 (lr=1.2316e-04) (hash(x)=152025509)
|
| 925 |
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7690 train 3.821627 (lr=1.2255e-04) (hash(x)=147288976)
|
| 926 |
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7700 val loss 4.0345
|
| 927 |
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7700 val perplexity 56.5171
|
| 928 |
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7700 train 3.933159 (lr=1.2194e-04) (hash(x)=148059852)
|
| 929 |
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7710 train 3.749440 (lr=1.2135e-04) (hash(x)=158443334)
|
| 930 |
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7720 train 3.855504 (lr=1.2076e-04) (hash(x)=143467085)
|
| 931 |
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7730 train 3.808020 (lr=1.2017e-04) (hash(x)=138439550)
|
| 932 |
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7740 train 3.942326 (lr=1.1959e-04) (hash(x)=145878152)
|
| 933 |
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7750 train 3.798401 (lr=1.1901e-04) (hash(x)=136874128)
|
| 934 |
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7760 train 3.824250 (lr=1.1844e-04) (hash(x)=148856154)
|
| 935 |
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7770 train 3.847606 (lr=1.1788e-04) (hash(x)=146982119)
|
| 936 |
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7780 train 3.948963 (lr=1.1732e-04) (hash(x)=159846779)
|
| 937 |
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7790 train 3.628645 (lr=1.1676e-04) (hash(x)=141501838)
|
| 938 |
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7800 val loss 4.0368
|
| 939 |
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7800 val perplexity 56.6428
|
| 940 |
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7800 train 3.762256 (lr=1.1621e-04) (hash(x)=148331002)
|
| 941 |
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7810 train 4.068841 (lr=1.1567e-04) (hash(x)=150692304)
|
| 942 |
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7820 train 3.939313 (lr=1.1513e-04) (hash(x)=156841183)
|
| 943 |
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7830 train 3.993525 (lr=1.1460e-04) (hash(x)=139594008)
|
| 944 |
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7840 train 3.925000 (lr=1.1407e-04) (hash(x)=149700138)
|
| 945 |
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7850 train 3.942293 (lr=1.1355e-04) (hash(x)=149327044)
|
| 946 |
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7860 train 4.108767 (lr=1.1304e-04) (hash(x)=148315418)
|
| 947 |
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7870 train 4.051887 (lr=1.1253e-04) (hash(x)=153431778)
|
| 948 |
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7880 train 3.891775 (lr=1.1202e-04) (hash(x)=145049799)
|
| 949 |
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7890 train 4.023592 (lr=1.1152e-04) (hash(x)=150265096)
|
| 950 |
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7900 val loss 4.0266
|
| 951 |
+
7900 val perplexity 56.0706
|
| 952 |
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7900 train 3.853651 (lr=1.1103e-04) (hash(x)=164923883)
|
| 953 |
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7910 train 3.904125 (lr=1.1054e-04) (hash(x)=139315738)
|
| 954 |
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7920 train 3.954612 (lr=1.1006e-04) (hash(x)=153031394)
|
| 955 |
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7930 train 3.748331 (lr=1.0958e-04) (hash(x)=148835859)
|
| 956 |
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7940 train 3.882936 (lr=1.0911e-04) (hash(x)=146875217)
|
| 957 |
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7950 train 3.955657 (lr=1.0865e-04) (hash(x)=151003885)
|
| 958 |
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7960 train 3.869978 (lr=1.0819e-04) (hash(x)=141885471)
|
| 959 |
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7970 train 4.073985 (lr=1.0773e-04) (hash(x)=150541583)
|
| 960 |
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7980 train 3.775541 (lr=1.0729e-04) (hash(x)=138626492)
|
| 961 |
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7990 train 3.951455 (lr=1.0684e-04) (hash(x)=149935635)
|
| 962 |
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8000 val loss 4.0249
|
| 963 |
+
8000 val perplexity 55.9754
|
| 964 |
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8000 train 3.926817 (lr=1.0641e-04) (hash(x)=143545384)
|
| 965 |
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8010 train 3.782365 (lr=1.0597e-04) (hash(x)=144689366)
|
| 966 |
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8020 train 3.963323 (lr=1.0555e-04) (hash(x)=151299532)
|
| 967 |
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8030 train 3.902810 (lr=1.0513e-04) (hash(x)=131300239)
|
| 968 |
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8040 train 3.801949 (lr=1.0471e-04) (hash(x)=146715955)
|
| 969 |
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8050 train 3.725806 (lr=1.0430e-04) (hash(x)=135376656)
|
| 970 |
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8060 train 3.813621 (lr=1.0390e-04) (hash(x)=141991433)
|
| 971 |
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8070 train 3.767188 (lr=1.0350e-04) (hash(x)=140260574)
|
| 972 |
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8080 train 3.738875 (lr=1.0311e-04) (hash(x)=151492896)
|
| 973 |
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8090 train 3.943200 (lr=1.0272e-04) (hash(x)=143333635)
|
| 974 |
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8100 val loss 4.0285
|
| 975 |
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8100 val perplexity 56.1738
|
| 976 |
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8100 train 3.820968 (lr=1.0234e-04) (hash(x)=160686959)
|
| 977 |
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8110 train 3.826267 (lr=1.0197e-04) (hash(x)=141145704)
|
| 978 |
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8120 train 4.060985 (lr=1.0160e-04) (hash(x)=146967795)
|
| 979 |
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8130 train 3.890823 (lr=1.0124e-04) (hash(x)=147844486)
|
| 980 |
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8140 train 3.946632 (lr=1.0088e-04) (hash(x)=141860136)
|
| 981 |
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8150 train 4.080942 (lr=1.0053e-04) (hash(x)=147696006)
|
| 982 |
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8160 train 3.983521 (lr=1.0018e-04) (hash(x)=151497110)
|
| 983 |
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8170 train 3.992022 (lr=9.9838e-05) (hash(x)=140881859)
|
| 984 |
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8180 train 3.932223 (lr=9.9503e-05) (hash(x)=158865574)
|
| 985 |
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8190 train 3.889981 (lr=9.9174e-05) (hash(x)=161247161)
|
| 986 |
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8200 val loss 4.0225
|
| 987 |
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8200 val perplexity 55.8408
|
| 988 |
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8200 train 3.850178 (lr=9.8850e-05) (hash(x)=156501889)
|
| 989 |
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8210 train 3.979988 (lr=9.8532e-05) (hash(x)=158384162)
|
| 990 |
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8220 train 4.022681 (lr=9.8220e-05) (hash(x)=154815062)
|
| 991 |
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8230 train 3.897854 (lr=9.7914e-05) (hash(x)=145018315)
|
| 992 |
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8240 train 3.936351 (lr=9.7614e-05) (hash(x)=161659129)
|
| 993 |
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8250 train 3.906562 (lr=9.7319e-05) (hash(x)=139863367)
|
| 994 |
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8260 train 3.859026 (lr=9.7030e-05) (hash(x)=149569663)
|
| 995 |
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8270 train 3.617335 (lr=9.6747e-05) (hash(x)=162234378)
|
| 996 |
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8280 train 4.000114 (lr=9.6469e-05) (hash(x)=144371378)
|
| 997 |
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8290 train 3.896068 (lr=9.6198e-05) (hash(x)=148120258)
|
| 998 |
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8300 val loss 4.0237
|
| 999 |
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8300 val perplexity 55.9085
|
| 1000 |
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8300 train 3.892864 (lr=9.5932e-05) (hash(x)=142716875)
|
| 1001 |
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8310 train 3.914649 (lr=9.5672e-05) (hash(x)=166789234)
|
| 1002 |
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8320 train 3.977618 (lr=9.5417e-05) (hash(x)=150613211)
|
| 1003 |
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8330 train 3.857953 (lr=9.5169e-05) (hash(x)=139895391)
|
| 1004 |
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8340 train 3.969440 (lr=9.4926e-05) (hash(x)=152011203)
|
| 1005 |
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8350 train 3.923173 (lr=9.4689e-05) (hash(x)=156010875)
|
| 1006 |
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8360 train 3.935249 (lr=9.4458e-05) (hash(x)=152988051)
|
| 1007 |
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8370 train 4.098235 (lr=9.4233e-05) (hash(x)=155144327)
|
| 1008 |
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8380 train 3.983262 (lr=9.4013e-05) (hash(x)=133642309)
|
| 1009 |
+
8390 train 4.024120 (lr=9.3800e-05) (hash(x)=149745335)
|
| 1010 |
+
8400 val loss 4.0155
|
| 1011 |
+
8400 val perplexity 55.4504
|
| 1012 |
+
8400 train 4.009270 (lr=9.3592e-05) (hash(x)=154436684)
|
| 1013 |
+
8410 train 4.054511 (lr=9.3390e-05) (hash(x)=147946630)
|
| 1014 |
+
8420 train 3.961271 (lr=9.3194e-05) (hash(x)=153947058)
|
| 1015 |
+
8430 train 4.056878 (lr=9.3003e-05) (hash(x)=159821040)
|
| 1016 |
+
8440 train 4.020013 (lr=9.2819e-05) (hash(x)=149127348)
|
| 1017 |
+
8450 train 4.031244 (lr=9.2640e-05) (hash(x)=149421871)
|
| 1018 |
+
8460 train 3.994771 (lr=9.2467e-05) (hash(x)=142621577)
|
| 1019 |
+
8470 train 3.990736 (lr=9.2300e-05) (hash(x)=148978213)
|
| 1020 |
+
8480 train 3.809310 (lr=9.2139e-05) (hash(x)=139959537)
|
| 1021 |
+
8490 train 3.902503 (lr=9.1983e-05) (hash(x)=144232498)
|
| 1022 |
+
8500 val loss 4.0149
|
| 1023 |
+
8500 val perplexity 55.4152
|
| 1024 |
+
8500 train 4.116467 (lr=9.1834e-05) (hash(x)=147965839)
|
| 1025 |
+
8510 train 3.998392 (lr=9.1690e-05) (hash(x)=147679836)
|
| 1026 |
+
8520 train 3.875745 (lr=9.1552e-05) (hash(x)=147486097)
|
| 1027 |
+
8530 train 4.018629 (lr=9.1420e-05) (hash(x)=151655265)
|
| 1028 |
+
8540 train 3.918418 (lr=9.1294e-05) (hash(x)=150866632)
|
| 1029 |
+
8550 train 4.059164 (lr=9.1174e-05) (hash(x)=144355059)
|
| 1030 |
+
8560 train 3.921353 (lr=9.1060e-05) (hash(x)=145518478)
|
| 1031 |
+
8570 train 4.073595 (lr=9.0951e-05) (hash(x)=178973323)
|
| 1032 |
+
8580 train 3.987272 (lr=9.0848e-05) (hash(x)=152773969)
|
| 1033 |
+
8590 train 3.782785 (lr=9.0751e-05) (hash(x)=141805508)
|
| 1034 |
+
8600 val loss 4.0183
|
| 1035 |
+
8600 val perplexity 55.6088
|
| 1036 |
+
8600 train 3.838658 (lr=9.0661e-05) (hash(x)=145228097)
|
| 1037 |
+
8610 train 3.861017 (lr=9.0575e-05) (hash(x)=149525694)
|
| 1038 |
+
8620 train 3.929534 (lr=9.0496e-05) (hash(x)=151651655)
|
| 1039 |
+
8630 train 4.041018 (lr=9.0423e-05) (hash(x)=144918643)
|
| 1040 |
+
8640 train 3.889800 (lr=9.0355e-05) (hash(x)=149721879)
|
| 1041 |
+
8650 train 3.964548 (lr=9.0294e-05) (hash(x)=157684127)
|
| 1042 |
+
8660 train 3.971960 (lr=9.0238e-05) (hash(x)=152426036)
|
| 1043 |
+
8670 train 3.890494 (lr=9.0188e-05) (hash(x)=141396342)
|
| 1044 |
+
8680 train 3.982955 (lr=9.0144e-05) (hash(x)=146459856)
|
| 1045 |
+
8690 train 4.067213 (lr=9.0106e-05) (hash(x)=151766124)
|
| 1046 |
+
8700 val loss 4.0104
|
| 1047 |
+
8700 val perplexity 55.1701
|
| 1048 |
+
8700 train 4.218161 (lr=9.0073e-05) (hash(x)=152910357)
|
| 1049 |
+
8710 train 4.012752 (lr=9.0047e-05) (hash(x)=149724642)
|
| 1050 |
+
8720 train 3.944841 (lr=9.0026e-05) (hash(x)=152483840)
|
| 1051 |
+
8730 train 3.921543 (lr=9.0012e-05) (hash(x)=147289415)
|
| 1052 |
+
8740 train 3.947018 (lr=9.0003e-05) (hash(x)=152254131)
|
| 1053 |
+
8749 val loss 4.0098
|
| 1054 |
+
8749 val perplexity 55.1366
|
lr9e-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:cab8593aa0d8cbcdaadf9705c7c9d91c2ae7422fee26be98a9d1521fead19edb
|
| 3 |
+
size 92843394
|
lr9e-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:d00e8629084c6f86c366030452f9ac8b706628e08260caa319b660006b1fefc2
|
| 3 |
+
size 179406214
|