Upload folder using huggingface_hub
Browse files- lr2e-4_total_batch_size61440_baseline_seed1338/args.json +1 -0
- lr2e-4_total_batch_size61440_baseline_seed1338/dataloader_08749.pt +3 -0
- lr2e-4_total_batch_size61440_baseline_seed1338/log2.txt +1054 -0
- lr2e-4_total_batch_size61440_baseline_seed1338/model_08749.pt +3 -0
- lr2e-4_total_batch_size61440_baseline_seed1338/optimizer_08749.pt +3 -0
lr2e-4_total_batch_size61440_baseline_seed1338/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_11/lr2e-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": 0.0002, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "2e-4_61440", "n_embd": 256}
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lr2e-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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lr2e-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 74626.2266
|
| 4 |
+
0 train 11.227316 (lr=4.0000e-07) (hash(x)=150327452)
|
| 5 |
+
10 train 10.683886 (lr=4.4000e-06) (hash(x)=165603215)
|
| 6 |
+
20 train 10.108215 (lr=8.4000e-06) (hash(x)=142061326)
|
| 7 |
+
30 train 9.824213 (lr=1.2400e-05) (hash(x)=147690730)
|
| 8 |
+
40 train 9.747488 (lr=1.6400e-05) (hash(x)=160872542)
|
| 9 |
+
50 train 9.613020 (lr=2.0400e-05) (hash(x)=166441190)
|
| 10 |
+
60 train 9.459156 (lr=2.4400e-05) (hash(x)=140536766)
|
| 11 |
+
70 train 9.162580 (lr=2.8400e-05) (hash(x)=146052944)
|
| 12 |
+
80 train 8.989373 (lr=3.2400e-05) (hash(x)=140542391)
|
| 13 |
+
90 train 8.720427 (lr=3.6400e-05) (hash(x)=147098660)
|
| 14 |
+
100 val loss 8.4932
|
| 15 |
+
100 val perplexity 4881.5239
|
| 16 |
+
100 train 8.540207 (lr=4.0400e-05) (hash(x)=166780046)
|
| 17 |
+
110 train 8.193802 (lr=4.4400e-05) (hash(x)=143376584)
|
| 18 |
+
120 train 7.965147 (lr=4.8400e-05) (hash(x)=145337630)
|
| 19 |
+
130 train 7.810315 (lr=5.2400e-05) (hash(x)=147524744)
|
| 20 |
+
140 train 7.635900 (lr=5.6400e-05) (hash(x)=155587442)
|
| 21 |
+
150 train 7.499724 (lr=6.0400e-05) (hash(x)=159835303)
|
| 22 |
+
160 train 7.328168 (lr=6.4400e-05) (hash(x)=142171630)
|
| 23 |
+
170 train 7.247965 (lr=6.8400e-05) (hash(x)=136930463)
|
| 24 |
+
180 train 7.249845 (lr=7.2400e-05) (hash(x)=153579148)
|
| 25 |
+
190 train 7.136475 (lr=7.6400e-05) (hash(x)=140352771)
|
| 26 |
+
200 val loss 7.2915
|
| 27 |
+
200 val perplexity 1467.7085
|
| 28 |
+
200 train 7.051206 (lr=8.0400e-05) (hash(x)=155040610)
|
| 29 |
+
210 train 7.007521 (lr=8.4400e-05) (hash(x)=141273862)
|
| 30 |
+
220 train 7.203588 (lr=8.8400e-05) (hash(x)=165326618)
|
| 31 |
+
230 train 6.954572 (lr=9.2400e-05) (hash(x)=150122120)
|
| 32 |
+
240 train 6.765862 (lr=9.6400e-05) (hash(x)=143024679)
|
| 33 |
+
250 train 6.746756 (lr=1.0040e-04) (hash(x)=130190460)
|
| 34 |
+
260 train 6.832635 (lr=1.0440e-04) (hash(x)=151890219)
|
| 35 |
+
270 train 6.641906 (lr=1.0840e-04) (hash(x)=143685291)
|
| 36 |
+
280 train 6.839006 (lr=1.1240e-04) (hash(x)=137108194)
|
| 37 |
+
290 train 7.048848 (lr=1.1640e-04) (hash(x)=157920866)
|
| 38 |
+
300 val loss 6.7941
|
| 39 |
+
300 val perplexity 892.5493
|
| 40 |
+
300 train 6.735334 (lr=1.2040e-04) (hash(x)=155504036)
|
| 41 |
+
310 train 6.841365 (lr=1.2440e-04) (hash(x)=144551186)
|
| 42 |
+
320 train 6.849443 (lr=1.2840e-04) (hash(x)=161180086)
|
| 43 |
+
330 train 6.552999 (lr=1.3240e-04) (hash(x)=141651471)
|
| 44 |
+
340 train 6.639542 (lr=1.3640e-04) (hash(x)=157490741)
|
| 45 |
+
350 train 6.570763 (lr=1.4040e-04) (hash(x)=137347213)
|
| 46 |
+
360 train 6.753253 (lr=1.4440e-04) (hash(x)=171273659)
|
| 47 |
+
370 train 6.512650 (lr=1.4840e-04) (hash(x)=152118871)
|
| 48 |
+
380 train 6.481093 (lr=1.5240e-04) (hash(x)=161338097)
|
| 49 |
+
390 train 6.545945 (lr=1.5640e-04) (hash(x)=152404537)
|
| 50 |
+
400 val loss 6.4258
|
| 51 |
+
400 val perplexity 617.5557
|
| 52 |
+
400 train 6.268042 (lr=1.6040e-04) (hash(x)=143823248)
|
| 53 |
+
410 train 6.556598 (lr=1.6440e-04) (hash(x)=161686752)
|
| 54 |
+
420 train 6.243070 (lr=1.6840e-04) (hash(x)=155391312)
|
| 55 |
+
430 train 6.149535 (lr=1.7240e-04) (hash(x)=142145507)
|
| 56 |
+
440 train 6.185111 (lr=1.7640e-04) (hash(x)=121931091)
|
| 57 |
+
450 train 6.271646 (lr=1.8040e-04) (hash(x)=156260416)
|
| 58 |
+
460 train 6.407983 (lr=1.8440e-04) (hash(x)=169781623)
|
| 59 |
+
470 train 6.098687 (lr=1.8840e-04) (hash(x)=150131545)
|
| 60 |
+
480 train 6.141150 (lr=1.9240e-04) (hash(x)=150443184)
|
| 61 |
+
490 train 6.100411 (lr=1.9640e-04) (hash(x)=149368198)
|
| 62 |
+
500 val loss 6.1704
|
| 63 |
+
500 val perplexity 478.3535
|
| 64 |
+
500 train 6.072418 (lr=2.0000e-04) (hash(x)=143734685)
|
| 65 |
+
510 train 6.094096 (lr=2.0000e-04) (hash(x)=148943891)
|
| 66 |
+
520 train 6.055113 (lr=2.0000e-04) (hash(x)=149070354)
|
| 67 |
+
530 train 6.100227 (lr=1.9999e-04) (hash(x)=153601219)
|
| 68 |
+
540 train 6.116593 (lr=1.9999e-04) (hash(x)=174970654)
|
| 69 |
+
550 train 6.034959 (lr=1.9998e-04) (hash(x)=160013925)
|
| 70 |
+
560 train 5.878959 (lr=1.9998e-04) (hash(x)=152096988)
|
| 71 |
+
570 train 5.937550 (lr=1.9997e-04) (hash(x)=157203924)
|
| 72 |
+
580 train 5.750744 (lr=1.9996e-04) (hash(x)=138582113)
|
| 73 |
+
590 train 5.808489 (lr=1.9995e-04) (hash(x)=157451775)
|
| 74 |
+
600 val loss 5.9783
|
| 75 |
+
600 val perplexity 394.7808
|
| 76 |
+
600 train 5.717074 (lr=1.9993e-04) (hash(x)=150678249)
|
| 77 |
+
610 train 5.776450 (lr=1.9992e-04) (hash(x)=150248072)
|
| 78 |
+
620 train 5.652534 (lr=1.9991e-04) (hash(x)=148286909)
|
| 79 |
+
630 train 5.596403 (lr=1.9989e-04) (hash(x)=141197178)
|
| 80 |
+
640 train 5.679282 (lr=1.9987e-04) (hash(x)=144988391)
|
| 81 |
+
650 train 5.637229 (lr=1.9985e-04) (hash(x)=149073315)
|
| 82 |
+
660 train 5.560102 (lr=1.9983e-04) (hash(x)=145239943)
|
| 83 |
+
670 train 5.621795 (lr=1.9981e-04) (hash(x)=146657426)
|
| 84 |
+
680 train 5.798547 (lr=1.9979e-04) (hash(x)=142323429)
|
| 85 |
+
690 train 5.714205 (lr=1.9976e-04) (hash(x)=142724342)
|
| 86 |
+
700 val loss 5.8031
|
| 87 |
+
700 val perplexity 331.3297
|
| 88 |
+
700 train 5.699648 (lr=1.9974e-04) (hash(x)=175802021)
|
| 89 |
+
710 train 5.756840 (lr=1.9971e-04) (hash(x)=148902690)
|
| 90 |
+
720 train 5.823286 (lr=1.9968e-04) (hash(x)=155151320)
|
| 91 |
+
730 train 5.687770 (lr=1.9966e-04) (hash(x)=142078914)
|
| 92 |
+
740 train 5.829597 (lr=1.9962e-04) (hash(x)=155634484)
|
| 93 |
+
750 train 5.792685 (lr=1.9959e-04) (hash(x)=171034639)
|
| 94 |
+
760 train 5.730368 (lr=1.9956e-04) (hash(x)=142470148)
|
| 95 |
+
770 train 5.738827 (lr=1.9952e-04) (hash(x)=156024448)
|
| 96 |
+
780 train 5.597541 (lr=1.9949e-04) (hash(x)=151369417)
|
| 97 |
+
790 train 5.557663 (lr=1.9945e-04) (hash(x)=139260056)
|
| 98 |
+
800 val loss 5.6633
|
| 99 |
+
800 val perplexity 288.0907
|
| 100 |
+
800 train 5.770459 (lr=1.9941e-04) (hash(x)=158681215)
|
| 101 |
+
810 train 5.551840 (lr=1.9937e-04) (hash(x)=144884161)
|
| 102 |
+
820 train 5.637030 (lr=1.9933e-04) (hash(x)=146977514)
|
| 103 |
+
830 train 5.499777 (lr=1.9929e-04) (hash(x)=148983636)
|
| 104 |
+
840 train 5.579484 (lr=1.9925e-04) (hash(x)=157824542)
|
| 105 |
+
850 train 5.515125 (lr=1.9920e-04) (hash(x)=152116061)
|
| 106 |
+
860 train 5.616893 (lr=1.9916e-04) (hash(x)=153743703)
|
| 107 |
+
870 train 5.636888 (lr=1.9911e-04) (hash(x)=149913335)
|
| 108 |
+
880 train 5.501937 (lr=1.9906e-04) (hash(x)=151096434)
|
| 109 |
+
890 train 5.491686 (lr=1.9901e-04) (hash(x)=145848702)
|
| 110 |
+
900 val loss 5.5502
|
| 111 |
+
900 val perplexity 257.2924
|
| 112 |
+
900 train 5.481272 (lr=1.9896e-04) (hash(x)=146108145)
|
| 113 |
+
910 train 5.390782 (lr=1.9891e-04) (hash(x)=146903806)
|
| 114 |
+
920 train 5.370743 (lr=1.9885e-04) (hash(x)=149225019)
|
| 115 |
+
930 train 5.312906 (lr=1.9880e-04) (hash(x)=146110422)
|
| 116 |
+
940 train 5.404220 (lr=1.9874e-04) (hash(x)=161333614)
|
| 117 |
+
950 train 5.352971 (lr=1.9868e-04) (hash(x)=147598108)
|
| 118 |
+
960 train 5.433158 (lr=1.9862e-04) (hash(x)=158133101)
|
| 119 |
+
970 train 5.322838 (lr=1.9856e-04) (hash(x)=152199591)
|
| 120 |
+
980 train 5.282497 (lr=1.9850e-04) (hash(x)=152359036)
|
| 121 |
+
990 train 5.298548 (lr=1.9844e-04) (hash(x)=145166335)
|
| 122 |
+
1000 val loss 5.4794
|
| 123 |
+
1000 val perplexity 239.6945
|
| 124 |
+
1000 train 5.226059 (lr=1.9837e-04) (hash(x)=154996086)
|
| 125 |
+
1010 train 5.156739 (lr=1.9831e-04) (hash(x)=149406975)
|
| 126 |
+
1020 train 5.259118 (lr=1.9824e-04) (hash(x)=144618270)
|
| 127 |
+
1030 train 5.142270 (lr=1.9817e-04) (hash(x)=148306536)
|
| 128 |
+
1040 train 5.153977 (lr=1.9810e-04) (hash(x)=151643553)
|
| 129 |
+
1050 train 5.081469 (lr=1.9803e-04) (hash(x)=153396183)
|
| 130 |
+
1060 train 5.130601 (lr=1.9796e-04) (hash(x)=157501787)
|
| 131 |
+
1070 train 5.307559 (lr=1.9789e-04) (hash(x)=153277507)
|
| 132 |
+
1080 train 5.371570 (lr=1.9781e-04) (hash(x)=156232389)
|
| 133 |
+
1090 train 5.319482 (lr=1.9774e-04) (hash(x)=150673143)
|
| 134 |
+
1100 val loss 5.3930
|
| 135 |
+
1100 val perplexity 219.8605
|
| 136 |
+
1100 train 5.421607 (lr=1.9766e-04) (hash(x)=153885445)
|
| 137 |
+
1110 train 5.375536 (lr=1.9758e-04) (hash(x)=143951073)
|
| 138 |
+
1120 train 5.695242 (lr=1.9750e-04) (hash(x)=151626904)
|
| 139 |
+
1130 train 5.366182 (lr=1.9742e-04) (hash(x)=144013074)
|
| 140 |
+
1140 train 5.270397 (lr=1.9734e-04) (hash(x)=149948988)
|
| 141 |
+
1150 train 5.362445 (lr=1.9726e-04) (hash(x)=159666385)
|
| 142 |
+
1160 train 5.264938 (lr=1.9717e-04) (hash(x)=146889587)
|
| 143 |
+
1170 train 5.346696 (lr=1.9709e-04) (hash(x)=151746917)
|
| 144 |
+
1180 train 5.348418 (lr=1.9700e-04) (hash(x)=154396948)
|
| 145 |
+
1190 train 5.306416 (lr=1.9691e-04) (hash(x)=148201222)
|
| 146 |
+
1200 val loss 5.3091
|
| 147 |
+
1200 val perplexity 202.1602
|
| 148 |
+
1200 train 5.330200 (lr=1.9682e-04) (hash(x)=142353087)
|
| 149 |
+
1210 train 5.280400 (lr=1.9673e-04) (hash(x)=146779775)
|
| 150 |
+
1220 train 5.414968 (lr=1.9664e-04) (hash(x)=155864740)
|
| 151 |
+
1230 train 5.346854 (lr=1.9654e-04) (hash(x)=129826485)
|
| 152 |
+
1240 train 5.101971 (lr=1.9645e-04) (hash(x)=108599491)
|
| 153 |
+
1250 train 5.194239 (lr=1.9635e-04) (hash(x)=146491718)
|
| 154 |
+
1260 train 5.247613 (lr=1.9626e-04) (hash(x)=141897382)
|
| 155 |
+
1270 train 5.188968 (lr=1.9616e-04) (hash(x)=144830380)
|
| 156 |
+
1280 train 5.254448 (lr=1.9606e-04) (hash(x)=157677763)
|
| 157 |
+
1290 train 5.111960 (lr=1.9596e-04) (hash(x)=143611746)
|
| 158 |
+
1300 val loss 5.2503
|
| 159 |
+
1300 val perplexity 190.6197
|
| 160 |
+
1300 train 5.126443 (lr=1.9586e-04) (hash(x)=150750353)
|
| 161 |
+
1310 train 5.448357 (lr=1.9575e-04) (hash(x)=152850907)
|
| 162 |
+
1320 train 5.220899 (lr=1.9565e-04) (hash(x)=148575395)
|
| 163 |
+
1330 train 5.001140 (lr=1.9554e-04) (hash(x)=157113001)
|
| 164 |
+
1340 train 5.086244 (lr=1.9543e-04) (hash(x)=137400723)
|
| 165 |
+
1350 train 5.112762 (lr=1.9533e-04) (hash(x)=129849193)
|
| 166 |
+
1360 train 5.068231 (lr=1.9522e-04) (hash(x)=144176797)
|
| 167 |
+
1370 train 4.946086 (lr=1.9511e-04) (hash(x)=144550831)
|
| 168 |
+
1380 train 4.949076 (lr=1.9499e-04) (hash(x)=144171821)
|
| 169 |
+
1390 train 4.867982 (lr=1.9488e-04) (hash(x)=146110449)
|
| 170 |
+
1400 val loss 5.2023
|
| 171 |
+
1400 val perplexity 181.6878
|
| 172 |
+
1400 train 4.952493 (lr=1.9477e-04) (hash(x)=152767913)
|
| 173 |
+
1410 train 4.940662 (lr=1.9465e-04) (hash(x)=148110947)
|
| 174 |
+
1420 train 4.852838 (lr=1.9453e-04) (hash(x)=153477905)
|
| 175 |
+
1430 train 4.760102 (lr=1.9441e-04) (hash(x)=147227598)
|
| 176 |
+
1440 train 4.915612 (lr=1.9430e-04) (hash(x)=146280368)
|
| 177 |
+
1450 train 4.924952 (lr=1.9417e-04) (hash(x)=146531140)
|
| 178 |
+
1460 train 4.832004 (lr=1.9405e-04) (hash(x)=151573873)
|
| 179 |
+
1470 train 5.172921 (lr=1.9393e-04) (hash(x)=155559275)
|
| 180 |
+
1480 train 5.180936 (lr=1.9381e-04) (hash(x)=140584826)
|
| 181 |
+
1490 train 5.065535 (lr=1.9368e-04) (hash(x)=165070637)
|
| 182 |
+
1500 val loss 5.1584
|
| 183 |
+
1500 val perplexity 173.8836
|
| 184 |
+
1500 train 5.182666 (lr=1.9355e-04) (hash(x)=151562048)
|
| 185 |
+
1510 train 4.993468 (lr=1.9343e-04) (hash(x)=147770607)
|
| 186 |
+
1520 train 5.084578 (lr=1.9330e-04) (hash(x)=156486153)
|
| 187 |
+
1530 train 4.987232 (lr=1.9317e-04) (hash(x)=140244564)
|
| 188 |
+
1540 train 5.042418 (lr=1.9303e-04) (hash(x)=151627549)
|
| 189 |
+
1550 train 5.095022 (lr=1.9290e-04) (hash(x)=146001424)
|
| 190 |
+
1560 train 5.180748 (lr=1.9277e-04) (hash(x)=184266264)
|
| 191 |
+
1570 train 5.091615 (lr=1.9263e-04) (hash(x)=145002091)
|
| 192 |
+
1580 train 4.957626 (lr=1.9250e-04) (hash(x)=132216826)
|
| 193 |
+
1590 train 5.127022 (lr=1.9236e-04) (hash(x)=160975703)
|
| 194 |
+
1600 val loss 5.0900
|
| 195 |
+
1600 val perplexity 162.3964
|
| 196 |
+
1600 train 5.178689 (lr=1.9222e-04) (hash(x)=166486165)
|
| 197 |
+
1610 train 5.103417 (lr=1.9208e-04) (hash(x)=149601833)
|
| 198 |
+
1620 train 5.005731 (lr=1.9194e-04) (hash(x)=157815188)
|
| 199 |
+
1630 train 5.024209 (lr=1.9180e-04) (hash(x)=144234679)
|
| 200 |
+
1640 train 5.209277 (lr=1.9165e-04) (hash(x)=160054560)
|
| 201 |
+
1650 train 4.995124 (lr=1.9151e-04) (hash(x)=141061333)
|
| 202 |
+
1660 train 5.101241 (lr=1.9136e-04) (hash(x)=148064219)
|
| 203 |
+
1670 train 4.989864 (lr=1.9121e-04) (hash(x)=162799669)
|
| 204 |
+
1680 train 4.957571 (lr=1.9107e-04) (hash(x)=147474277)
|
| 205 |
+
1690 train 4.989285 (lr=1.9092e-04) (hash(x)=142369299)
|
| 206 |
+
1700 val loss 5.0483
|
| 207 |
+
1700 val perplexity 155.7565
|
| 208 |
+
1700 train 4.739018 (lr=1.9077e-04) (hash(x)=130835396)
|
| 209 |
+
1710 train 5.212411 (lr=1.9061e-04) (hash(x)=153173892)
|
| 210 |
+
1720 train 4.745191 (lr=1.9046e-04) (hash(x)=148451191)
|
| 211 |
+
1730 train 4.904696 (lr=1.9031e-04) (hash(x)=145047239)
|
| 212 |
+
1740 train 4.801269 (lr=1.9015e-04) (hash(x)=147187109)
|
| 213 |
+
1750 train 4.936886 (lr=1.9000e-04) (hash(x)=149493155)
|
| 214 |
+
1760 train 4.880357 (lr=1.8984e-04) (hash(x)=147647531)
|
| 215 |
+
1770 train 5.017143 (lr=1.8968e-04) (hash(x)=153677279)
|
| 216 |
+
1780 train 4.896429 (lr=1.8952e-04) (hash(x)=144314015)
|
| 217 |
+
1790 train 4.935747 (lr=1.8936e-04) (hash(x)=176962883)
|
| 218 |
+
1800 val loss 5.0046
|
| 219 |
+
1800 val perplexity 149.0968
|
| 220 |
+
1800 train 5.066918 (lr=1.8920e-04) (hash(x)=158851816)
|
| 221 |
+
1810 train 4.721385 (lr=1.8903e-04) (hash(x)=175415447)
|
| 222 |
+
1820 train 4.955061 (lr=1.8887e-04) (hash(x)=169829733)
|
| 223 |
+
1830 train 4.968624 (lr=1.8870e-04) (hash(x)=154116106)
|
| 224 |
+
1840 train 4.715547 (lr=1.8854e-04) (hash(x)=150168406)
|
| 225 |
+
1850 train 4.754746 (lr=1.8837e-04) (hash(x)=145782493)
|
| 226 |
+
1860 train 4.731813 (lr=1.8820e-04) (hash(x)=158111664)
|
| 227 |
+
1870 train 4.651647 (lr=1.8803e-04) (hash(x)=154837061)
|
| 228 |
+
1880 train 4.616287 (lr=1.8786e-04) (hash(x)=151363745)
|
| 229 |
+
1890 train 4.748291 (lr=1.8768e-04) (hash(x)=161283557)
|
| 230 |
+
1900 val loss 4.9705
|
| 231 |
+
1900 val perplexity 144.0961
|
| 232 |
+
1900 train 4.967950 (lr=1.8751e-04) (hash(x)=153313879)
|
| 233 |
+
1910 train 4.782467 (lr=1.8734e-04) (hash(x)=152272272)
|
| 234 |
+
1920 train 4.869771 (lr=1.8716e-04) (hash(x)=153648837)
|
| 235 |
+
1930 train 4.959977 (lr=1.8698e-04) (hash(x)=150161694)
|
| 236 |
+
1940 train 4.849574 (lr=1.8680e-04) (hash(x)=151235093)
|
| 237 |
+
1950 train 4.875148 (lr=1.8663e-04) (hash(x)=140582058)
|
| 238 |
+
1960 train 4.748272 (lr=1.8645e-04) (hash(x)=125616059)
|
| 239 |
+
1970 train 4.936529 (lr=1.8626e-04) (hash(x)=154353968)
|
| 240 |
+
1980 train 4.962951 (lr=1.8608e-04) (hash(x)=156063143)
|
| 241 |
+
1990 train 5.008716 (lr=1.8590e-04) (hash(x)=160927289)
|
| 242 |
+
2000 val loss 4.9079
|
| 243 |
+
2000 val perplexity 135.3550
|
| 244 |
+
2000 train 4.846354 (lr=1.8571e-04) (hash(x)=158245023)
|
| 245 |
+
2010 train 4.931088 (lr=1.8553e-04) (hash(x)=157096661)
|
| 246 |
+
2020 train 5.066594 (lr=1.8534e-04) (hash(x)=144994302)
|
| 247 |
+
2030 train 4.862819 (lr=1.8515e-04) (hash(x)=145742929)
|
| 248 |
+
2040 train 4.852841 (lr=1.8496e-04) (hash(x)=156958528)
|
| 249 |
+
2050 train 5.277199 (lr=1.8477e-04) (hash(x)=135313020)
|
| 250 |
+
2060 train 5.006086 (lr=1.8458e-04) (hash(x)=147309332)
|
| 251 |
+
2070 train 4.785357 (lr=1.8439e-04) (hash(x)=161720962)
|
| 252 |
+
2080 train 4.970672 (lr=1.8420e-04) (hash(x)=167204793)
|
| 253 |
+
2090 train 4.840435 (lr=1.8400e-04) (hash(x)=141325510)
|
| 254 |
+
2100 val loss 4.8562
|
| 255 |
+
2100 val perplexity 128.5305
|
| 256 |
+
2100 train 4.667901 (lr=1.8381e-04) (hash(x)=157204896)
|
| 257 |
+
2110 train 4.604472 (lr=1.8361e-04) (hash(x)=143077993)
|
| 258 |
+
2120 train 4.878103 (lr=1.8341e-04) (hash(x)=159032689)
|
| 259 |
+
2130 train 4.718349 (lr=1.8321e-04) (hash(x)=149513855)
|
| 260 |
+
2140 train 4.657532 (lr=1.8301e-04) (hash(x)=151678267)
|
| 261 |
+
2150 train 4.723930 (lr=1.8281e-04) (hash(x)=141309246)
|
| 262 |
+
2160 train 4.832582 (lr=1.8261e-04) (hash(x)=153935732)
|
| 263 |
+
2170 train 4.729984 (lr=1.8241e-04) (hash(x)=150668875)
|
| 264 |
+
2180 train 4.673487 (lr=1.8220e-04) (hash(x)=142033123)
|
| 265 |
+
2190 train 4.768703 (lr=1.8200e-04) (hash(x)=157015026)
|
| 266 |
+
2200 val loss 4.8258
|
| 267 |
+
2200 val perplexity 124.6825
|
| 268 |
+
2200 train 4.641841 (lr=1.8179e-04) (hash(x)=137541932)
|
| 269 |
+
2210 train 4.548657 (lr=1.8158e-04) (hash(x)=144424504)
|
| 270 |
+
2220 train 4.492041 (lr=1.8138e-04) (hash(x)=151015810)
|
| 271 |
+
2230 train 4.559648 (lr=1.8117e-04) (hash(x)=160707806)
|
| 272 |
+
2240 train 4.565139 (lr=1.8096e-04) (hash(x)=151874110)
|
| 273 |
+
2250 train 4.579713 (lr=1.8074e-04) (hash(x)=157341469)
|
| 274 |
+
2260 train 4.367250 (lr=1.8053e-04) (hash(x)=144563224)
|
| 275 |
+
2270 train 4.497512 (lr=1.8032e-04) (hash(x)=144878459)
|
| 276 |
+
2280 train 4.597013 (lr=1.8010e-04) (hash(x)=158331565)
|
| 277 |
+
2290 train 4.609296 (lr=1.7989e-04) (hash(x)=146875132)
|
| 278 |
+
2300 val loss 4.7934
|
| 279 |
+
2300 val perplexity 120.7085
|
| 280 |
+
2300 train 4.743674 (lr=1.7967e-04) (hash(x)=150149692)
|
| 281 |
+
2310 train 4.747735 (lr=1.7946e-04) (hash(x)=141206538)
|
| 282 |
+
2320 train 4.767364 (lr=1.7924e-04) (hash(x)=136219115)
|
| 283 |
+
2330 train 4.810294 (lr=1.7902e-04) (hash(x)=148496500)
|
| 284 |
+
2340 train 4.778009 (lr=1.7880e-04) (hash(x)=161388511)
|
| 285 |
+
2350 train 4.637798 (lr=1.7858e-04) (hash(x)=149433185)
|
| 286 |
+
2360 train 4.832192 (lr=1.7835e-04) (hash(x)=154659203)
|
| 287 |
+
2370 train 4.834682 (lr=1.7813e-04) (hash(x)=145696996)
|
| 288 |
+
2380 train 4.632764 (lr=1.7791e-04) (hash(x)=139915095)
|
| 289 |
+
2390 train 4.772333 (lr=1.7768e-04) (hash(x)=150567584)
|
| 290 |
+
2400 val loss 4.7464
|
| 291 |
+
2400 val perplexity 115.1710
|
| 292 |
+
2400 train 4.674137 (lr=1.7745e-04) (hash(x)=151730720)
|
| 293 |
+
2410 train 4.690665 (lr=1.7723e-04) (hash(x)=153136544)
|
| 294 |
+
2420 train 4.683325 (lr=1.7700e-04) (hash(x)=151004677)
|
| 295 |
+
2430 train 4.700076 (lr=1.7677e-04) (hash(x)=167118859)
|
| 296 |
+
2440 train 4.688626 (lr=1.7654e-04) (hash(x)=145433453)
|
| 297 |
+
2450 train 4.725751 (lr=1.7631e-04) (hash(x)=150913293)
|
| 298 |
+
2460 train 4.699337 (lr=1.7607e-04) (hash(x)=145674639)
|
| 299 |
+
2470 train 4.804339 (lr=1.7584e-04) (hash(x)=151022749)
|
| 300 |
+
2480 train 4.635894 (lr=1.7561e-04) (hash(x)=136621037)
|
| 301 |
+
2490 train 4.703066 (lr=1.7537e-04) (hash(x)=158100672)
|
| 302 |
+
2500 val loss 4.7080
|
| 303 |
+
2500 val perplexity 110.8304
|
| 304 |
+
2500 train 4.677748 (lr=1.7514e-04) (hash(x)=143406752)
|
| 305 |
+
2510 train 4.621717 (lr=1.7490e-04) (hash(x)=142664084)
|
| 306 |
+
2520 train 4.707599 (lr=1.7466e-04) (hash(x)=132174378)
|
| 307 |
+
2530 train 4.732631 (lr=1.7442e-04) (hash(x)=140760293)
|
| 308 |
+
2540 train 4.616854 (lr=1.7418e-04) (hash(x)=154863398)
|
| 309 |
+
2550 train 4.580019 (lr=1.7394e-04) (hash(x)=153042049)
|
| 310 |
+
2560 train 4.496349 (lr=1.7370e-04) (hash(x)=145339170)
|
| 311 |
+
2570 train 4.676992 (lr=1.7346e-04) (hash(x)=157656357)
|
| 312 |
+
2580 train 4.640365 (lr=1.7321e-04) (hash(x)=147899462)
|
| 313 |
+
2590 train 4.597972 (lr=1.7297e-04) (hash(x)=142812892)
|
| 314 |
+
2600 val loss 4.7007
|
| 315 |
+
2600 val perplexity 110.0189
|
| 316 |
+
2600 train 4.569220 (lr=1.7272e-04) (hash(x)=157272496)
|
| 317 |
+
2610 train 4.370792 (lr=1.7248e-04) (hash(x)=148923594)
|
| 318 |
+
2620 train 4.269350 (lr=1.7223e-04) (hash(x)=164654807)
|
| 319 |
+
2630 train 4.455981 (lr=1.7198e-04) (hash(x)=136419327)
|
| 320 |
+
2640 train 4.436761 (lr=1.7173e-04) (hash(x)=153420840)
|
| 321 |
+
2650 train 4.286306 (lr=1.7148e-04) (hash(x)=153693827)
|
| 322 |
+
2660 train 4.447424 (lr=1.7123e-04) (hash(x)=145574165)
|
| 323 |
+
2670 train 4.476869 (lr=1.7098e-04) (hash(x)=153894843)
|
| 324 |
+
2680 train 4.331589 (lr=1.7073e-04) (hash(x)=132234446)
|
| 325 |
+
2690 train 4.412297 (lr=1.7048e-04) (hash(x)=153430212)
|
| 326 |
+
2700 val loss 4.6816
|
| 327 |
+
2700 val perplexity 107.9465
|
| 328 |
+
2700 train 4.590431 (lr=1.7022e-04) (hash(x)=155342327)
|
| 329 |
+
2710 train 4.567213 (lr=1.6997e-04) (hash(x)=145797023)
|
| 330 |
+
2720 train 4.724094 (lr=1.6971e-04) (hash(x)=149220870)
|
| 331 |
+
2730 train 4.622249 (lr=1.6945e-04) (hash(x)=134069562)
|
| 332 |
+
2740 train 4.628724 (lr=1.6920e-04) (hash(x)=141560499)
|
| 333 |
+
2750 train 4.653552 (lr=1.6894e-04) (hash(x)=146000524)
|
| 334 |
+
2760 train 4.578631 (lr=1.6868e-04) (hash(x)=164710665)
|
| 335 |
+
2770 train 4.456148 (lr=1.6842e-04) (hash(x)=151199094)
|
| 336 |
+
2780 train 4.633516 (lr=1.6816e-04) (hash(x)=138625404)
|
| 337 |
+
2790 train 4.910608 (lr=1.6789e-04) (hash(x)=162766112)
|
| 338 |
+
2800 val loss 4.6410
|
| 339 |
+
2800 val perplexity 103.6496
|
| 340 |
+
2800 train 4.597857 (lr=1.6763e-04) (hash(x)=140626679)
|
| 341 |
+
2810 train 4.675623 (lr=1.6737e-04) (hash(x)=144248544)
|
| 342 |
+
2820 train 4.574524 (lr=1.6710e-04) (hash(x)=139378481)
|
| 343 |
+
2830 train 4.545200 (lr=1.6684e-04) (hash(x)=150173403)
|
| 344 |
+
2840 train 4.812176 (lr=1.6657e-04) (hash(x)=160168705)
|
| 345 |
+
2850 train 4.603701 (lr=1.6631e-04) (hash(x)=149480059)
|
| 346 |
+
2860 train 4.684381 (lr=1.6604e-04) (hash(x)=155559096)
|
| 347 |
+
2870 train 4.598352 (lr=1.6577e-04) (hash(x)=158825683)
|
| 348 |
+
2880 train 4.746686 (lr=1.6550e-04) (hash(x)=152129048)
|
| 349 |
+
2890 train 4.431717 (lr=1.6523e-04) (hash(x)=157866544)
|
| 350 |
+
2900 val loss 4.6157
|
| 351 |
+
2900 val perplexity 101.0539
|
| 352 |
+
2900 train 4.550244 (lr=1.6496e-04) (hash(x)=144953350)
|
| 353 |
+
2910 train 4.748907 (lr=1.6469e-04) (hash(x)=154103497)
|
| 354 |
+
2920 train 4.468185 (lr=1.6441e-04) (hash(x)=144467854)
|
| 355 |
+
2930 train 4.391221 (lr=1.6414e-04) (hash(x)=153784048)
|
| 356 |
+
2940 train 4.692478 (lr=1.6387e-04) (hash(x)=154774534)
|
| 357 |
+
2950 train 4.533800 (lr=1.6359e-04) (hash(x)=143988507)
|
| 358 |
+
2960 train 4.436468 (lr=1.6332e-04) (hash(x)=159552857)
|
| 359 |
+
2970 train 4.739278 (lr=1.6304e-04) (hash(x)=175539144)
|
| 360 |
+
2980 train 4.620506 (lr=1.6276e-04) (hash(x)=158172686)
|
| 361 |
+
2990 train 4.477989 (lr=1.6248e-04) (hash(x)=147553039)
|
| 362 |
+
3000 val loss 4.6033
|
| 363 |
+
3000 val perplexity 99.8119
|
| 364 |
+
3000 train 4.409822 (lr=1.6221e-04) (hash(x)=172449837)
|
| 365 |
+
3010 train 4.319238 (lr=1.6193e-04) (hash(x)=153285123)
|
| 366 |
+
3020 train 4.525682 (lr=1.6165e-04) (hash(x)=145307252)
|
| 367 |
+
3030 train 4.513878 (lr=1.6136e-04) (hash(x)=147739766)
|
| 368 |
+
3040 train 4.241980 (lr=1.6108e-04) (hash(x)=154414400)
|
| 369 |
+
3050 train 4.334424 (lr=1.6080e-04) (hash(x)=150696487)
|
| 370 |
+
3060 train 4.364735 (lr=1.6052e-04) (hash(x)=154543441)
|
| 371 |
+
3070 train 4.113924 (lr=1.6023e-04) (hash(x)=170733242)
|
| 372 |
+
3080 train 4.482882 (lr=1.5995e-04) (hash(x)=161914669)
|
| 373 |
+
3090 train 4.363663 (lr=1.5966e-04) (hash(x)=156125491)
|
| 374 |
+
3100 val loss 4.6101
|
| 375 |
+
3100 val perplexity 100.4975
|
| 376 |
+
3100 train 4.263449 (lr=1.5938e-04) (hash(x)=141710086)
|
| 377 |
+
3110 train 4.537390 (lr=1.5909e-04) (hash(x)=154547635)
|
| 378 |
+
3120 train 4.399536 (lr=1.5880e-04) (hash(x)=151747171)
|
| 379 |
+
3130 train 4.682076 (lr=1.5851e-04) (hash(x)=160311353)
|
| 380 |
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3140 train 4.767546 (lr=1.5822e-04) (hash(x)=157233821)
|
| 381 |
+
3150 train 4.612141 (lr=1.5793e-04) (hash(x)=153016810)
|
| 382 |
+
3160 train 4.580122 (lr=1.5764e-04) (hash(x)=157289875)
|
| 383 |
+
3170 train 4.599168 (lr=1.5735e-04) (hash(x)=157459484)
|
| 384 |
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3180 train 4.527137 (lr=1.5706e-04) (hash(x)=162037435)
|
| 385 |
+
3190 train 4.613904 (lr=1.5677e-04) (hash(x)=159360169)
|
| 386 |
+
3200 val loss 4.5561
|
| 387 |
+
3200 val perplexity 95.2097
|
| 388 |
+
3200 train 4.476530 (lr=1.5648e-04) (hash(x)=151299772)
|
| 389 |
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3210 train 4.765331 (lr=1.5618e-04) (hash(x)=183865364)
|
| 390 |
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3220 train 4.447180 (lr=1.5589e-04) (hash(x)=139622592)
|
| 391 |
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3230 train 4.393746 (lr=1.5559e-04) (hash(x)=147102655)
|
| 392 |
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3240 train 4.464899 (lr=1.5530e-04) (hash(x)=161870696)
|
| 393 |
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3250 train 4.616153 (lr=1.5500e-04) (hash(x)=152692231)
|
| 394 |
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3260 train 4.341697 (lr=1.5470e-04) (hash(x)=149990134)
|
| 395 |
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3270 train 4.319035 (lr=1.5441e-04) (hash(x)=134848432)
|
| 396 |
+
3280 train 4.371098 (lr=1.5411e-04) (hash(x)=138519418)
|
| 397 |
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3290 train 4.501052 (lr=1.5381e-04) (hash(x)=139301249)
|
| 398 |
+
3300 val loss 4.5524
|
| 399 |
+
3300 val perplexity 94.8632
|
| 400 |
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3300 train 4.369302 (lr=1.5351e-04) (hash(x)=146473110)
|
| 401 |
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3310 train 4.405541 (lr=1.5321e-04) (hash(x)=144833685)
|
| 402 |
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3320 train 4.331898 (lr=1.5291e-04) (hash(x)=148953545)
|
| 403 |
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3330 train 4.551664 (lr=1.5261e-04) (hash(x)=161302371)
|
| 404 |
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3340 train 4.484500 (lr=1.5230e-04) (hash(x)=144215411)
|
| 405 |
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3350 train 4.639852 (lr=1.5200e-04) (hash(x)=157713664)
|
| 406 |
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3360 train 4.529778 (lr=1.5170e-04) (hash(x)=150813928)
|
| 407 |
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3370 train 4.510571 (lr=1.5139e-04) (hash(x)=150889463)
|
| 408 |
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3380 train 4.585331 (lr=1.5109e-04) (hash(x)=156631928)
|
| 409 |
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3390 train 4.577444 (lr=1.5078e-04) (hash(x)=136001579)
|
| 410 |
+
3400 val loss 4.5261
|
| 411 |
+
3400 val perplexity 92.3991
|
| 412 |
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3400 train 4.673074 (lr=1.5048e-04) (hash(x)=153954157)
|
| 413 |
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3410 train 4.453163 (lr=1.5017e-04) (hash(x)=150012477)
|
| 414 |
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3420 train 4.828722 (lr=1.4986e-04) (hash(x)=160878899)
|
| 415 |
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3430 train 4.803936 (lr=1.4956e-04) (hash(x)=128131106)
|
| 416 |
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3440 train 4.777902 (lr=1.4925e-04) (hash(x)=149611866)
|
| 417 |
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3450 train 4.406456 (lr=1.4894e-04) (hash(x)=166942460)
|
| 418 |
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3460 train 4.548495 (lr=1.4863e-04) (hash(x)=150498414)
|
| 419 |
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3470 train 4.717762 (lr=1.4832e-04) (hash(x)=144342279)
|
| 420 |
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3480 train 4.504704 (lr=1.4801e-04) (hash(x)=148891764)
|
| 421 |
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3490 train 4.521090 (lr=1.4770e-04) (hash(x)=157308188)
|
| 422 |
+
3500 val loss 4.5095
|
| 423 |
+
3500 val perplexity 90.8802
|
| 424 |
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3500 train 4.405951 (lr=1.4739e-04) (hash(x)=153717336)
|
| 425 |
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3510 train 4.424365 (lr=1.4708e-04) (hash(x)=156083924)
|
| 426 |
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3520 train 4.414748 (lr=1.4676e-04) (hash(x)=144234966)
|
| 427 |
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3530 train 4.488238 (lr=1.4645e-04) (hash(x)=150184381)
|
| 428 |
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3540 train 4.367004 (lr=1.4614e-04) (hash(x)=143011198)
|
| 429 |
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3550 train 4.512517 (lr=1.4582e-04) (hash(x)=148764613)
|
| 430 |
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3560 train 4.280169 (lr=1.4551e-04) (hash(x)=150625329)
|
| 431 |
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3570 train 4.403288 (lr=1.4519e-04) (hash(x)=143981302)
|
| 432 |
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3580 train 4.442192 (lr=1.4488e-04) (hash(x)=154989703)
|
| 433 |
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3590 train 4.570028 (lr=1.4456e-04) (hash(x)=146602526)
|
| 434 |
+
3600 val loss 4.4975
|
| 435 |
+
3600 val perplexity 89.7965
|
| 436 |
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3600 train 4.269297 (lr=1.4424e-04) (hash(x)=144965161)
|
| 437 |
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3610 train 4.258621 (lr=1.4393e-04) (hash(x)=159452243)
|
| 438 |
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3620 train 4.255215 (lr=1.4361e-04) (hash(x)=144904300)
|
| 439 |
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3630 train 4.161673 (lr=1.4329e-04) (hash(x)=127790212)
|
| 440 |
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3640 train 4.412374 (lr=1.4297e-04) (hash(x)=150863158)
|
| 441 |
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3650 train 4.360890 (lr=1.4265e-04) (hash(x)=145691635)
|
| 442 |
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3660 train 4.335746 (lr=1.4233e-04) (hash(x)=150631264)
|
| 443 |
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3670 train 4.337727 (lr=1.4201e-04) (hash(x)=148646259)
|
| 444 |
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3680 train 4.284561 (lr=1.4169e-04) (hash(x)=139317386)
|
| 445 |
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3690 train 4.401682 (lr=1.4137e-04) (hash(x)=142206916)
|
| 446 |
+
3700 val loss 4.5001
|
| 447 |
+
3700 val perplexity 90.0239
|
| 448 |
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3700 train 4.382488 (lr=1.4105e-04) (hash(x)=125969741)
|
| 449 |
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3710 train 4.255900 (lr=1.4073e-04) (hash(x)=157183915)
|
| 450 |
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3720 train 4.250027 (lr=1.4041e-04) (hash(x)=150434369)
|
| 451 |
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3730 train 4.450710 (lr=1.4008e-04) (hash(x)=160911722)
|
| 452 |
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3740 train 4.341411 (lr=1.3976e-04) (hash(x)=163306921)
|
| 453 |
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3750 train 4.438487 (lr=1.3944e-04) (hash(x)=149156876)
|
| 454 |
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3760 train 4.593968 (lr=1.3911e-04) (hash(x)=156015970)
|
| 455 |
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3770 train 4.517069 (lr=1.3879e-04) (hash(x)=148222322)
|
| 456 |
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3780 train 4.629981 (lr=1.3846e-04) (hash(x)=172040174)
|
| 457 |
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3790 train 4.536961 (lr=1.3814e-04) (hash(x)=151593070)
|
| 458 |
+
3800 val loss 4.4777
|
| 459 |
+
3800 val perplexity 88.0276
|
| 460 |
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3800 train 4.303720 (lr=1.3781e-04) (hash(x)=155070487)
|
| 461 |
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3810 train 4.462440 (lr=1.3749e-04) (hash(x)=137073164)
|
| 462 |
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3820 train 4.399971 (lr=1.3716e-04) (hash(x)=147761510)
|
| 463 |
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3830 train 4.304118 (lr=1.3683e-04) (hash(x)=154763021)
|
| 464 |
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3840 train 4.344714 (lr=1.3650e-04) (hash(x)=149622435)
|
| 465 |
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3850 train 4.460896 (lr=1.3618e-04) (hash(x)=150779423)
|
| 466 |
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3860 train 4.418278 (lr=1.3585e-04) (hash(x)=139445120)
|
| 467 |
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3870 train 4.409332 (lr=1.3552e-04) (hash(x)=151884947)
|
| 468 |
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3880 train 4.409469 (lr=1.3519e-04) (hash(x)=139795201)
|
| 469 |
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3890 train 4.458975 (lr=1.3486e-04) (hash(x)=155589956)
|
| 470 |
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3900 val loss 4.4592
|
| 471 |
+
3900 val perplexity 86.4202
|
| 472 |
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3900 train 4.364912 (lr=1.3453e-04) (hash(x)=149444644)
|
| 473 |
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3910 train 4.385828 (lr=1.3420e-04) (hash(x)=148538323)
|
| 474 |
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3920 train 4.482190 (lr=1.3387e-04) (hash(x)=144026925)
|
| 475 |
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3930 train 4.380352 (lr=1.3354e-04) (hash(x)=155311200)
|
| 476 |
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3940 train 4.342221 (lr=1.3321e-04) (hash(x)=142410034)
|
| 477 |
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3950 train 4.325383 (lr=1.3288e-04) (hash(x)=145986075)
|
| 478 |
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3960 train 4.254183 (lr=1.3255e-04) (hash(x)=156197753)
|
| 479 |
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3970 train 4.375360 (lr=1.3222e-04) (hash(x)=146981564)
|
| 480 |
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3980 train 4.688904 (lr=1.3188e-04) (hash(x)=145361976)
|
| 481 |
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3990 train 4.417999 (lr=1.3155e-04) (hash(x)=149344475)
|
| 482 |
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4000 val loss 4.4495
|
| 483 |
+
4000 val perplexity 85.5842
|
| 484 |
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4000 train 4.303828 (lr=1.3122e-04) (hash(x)=151663033)
|
| 485 |
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4010 train 4.189203 (lr=1.3089e-04) (hash(x)=140915499)
|
| 486 |
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4020 train 4.421053 (lr=1.3055e-04) (hash(x)=159979134)
|
| 487 |
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4030 train 4.336899 (lr=1.3022e-04) (hash(x)=163081433)
|
| 488 |
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4040 train 4.219212 (lr=1.2988e-04) (hash(x)=144890231)
|
| 489 |
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4050 train 4.370840 (lr=1.2955e-04) (hash(x)=138242368)
|
| 490 |
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4060 train 4.276647 (lr=1.2921e-04) (hash(x)=144438406)
|
| 491 |
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4070 train 4.174635 (lr=1.2888e-04) (hash(x)=159294906)
|
| 492 |
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4080 train 4.207751 (lr=1.2854e-04) (hash(x)=143676301)
|
| 493 |
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4090 train 4.448840 (lr=1.2821e-04) (hash(x)=147875296)
|
| 494 |
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4100 val loss 4.4581
|
| 495 |
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4100 val perplexity 86.3273
|
| 496 |
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4100 train 4.495130 (lr=1.2787e-04) (hash(x)=143688282)
|
| 497 |
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4110 train 4.287563 (lr=1.2754e-04) (hash(x)=150086777)
|
| 498 |
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4120 train 4.222195 (lr=1.2720e-04) (hash(x)=154624391)
|
| 499 |
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4130 train 4.412323 (lr=1.2686e-04) (hash(x)=141163032)
|
| 500 |
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4140 train 4.429742 (lr=1.2653e-04) (hash(x)=151038180)
|
| 501 |
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4150 train 4.506675 (lr=1.2619e-04) (hash(x)=144718421)
|
| 502 |
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4160 train 4.423493 (lr=1.2585e-04) (hash(x)=154277459)
|
| 503 |
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4170 train 4.592068 (lr=1.2552e-04) (hash(x)=143765173)
|
| 504 |
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4180 train 4.452863 (lr=1.2518e-04) (hash(x)=161013425)
|
| 505 |
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4190 train 4.413038 (lr=1.2484e-04) (hash(x)=161666854)
|
| 506 |
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4200 val loss 4.4259
|
| 507 |
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4200 val perplexity 83.5852
|
| 508 |
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4200 train 4.352727 (lr=1.2450e-04) (hash(x)=163361651)
|
| 509 |
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4210 train 4.673963 (lr=1.2416e-04) (hash(x)=153491528)
|
| 510 |
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4220 train 4.467484 (lr=1.2383e-04) (hash(x)=164410385)
|
| 511 |
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4230 train 4.404262 (lr=1.2349e-04) (hash(x)=175191816)
|
| 512 |
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4240 train 4.271538 (lr=1.2315e-04) (hash(x)=133924818)
|
| 513 |
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4250 train 4.488371 (lr=1.2281e-04) (hash(x)=152932845)
|
| 514 |
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4260 train 4.370868 (lr=1.2247e-04) (hash(x)=141987318)
|
| 515 |
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4270 train 4.469886 (lr=1.2213e-04) (hash(x)=142521279)
|
| 516 |
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4280 train 4.338464 (lr=1.2179e-04) (hash(x)=147707669)
|
| 517 |
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4290 train 4.386642 (lr=1.2145e-04) (hash(x)=152245539)
|
| 518 |
+
4300 val loss 4.4120
|
| 519 |
+
4300 val perplexity 82.4329
|
| 520 |
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4300 train 4.286423 (lr=1.2111e-04) (hash(x)=153619361)
|
| 521 |
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4310 train 4.487903 (lr=1.2077e-04) (hash(x)=142614473)
|
| 522 |
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4320 train 4.313277 (lr=1.2043e-04) (hash(x)=142689858)
|
| 523 |
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4330 train 4.320467 (lr=1.2009e-04) (hash(x)=140837891)
|
| 524 |
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4340 train 4.328830 (lr=1.1975e-04) (hash(x)=131790760)
|
| 525 |
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4350 train 4.482335 (lr=1.1941e-04) (hash(x)=147186292)
|
| 526 |
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4360 train 4.303123 (lr=1.1907e-04) (hash(x)=148140562)
|
| 527 |
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4370 train 4.408495 (lr=1.1873e-04) (hash(x)=156409913)
|
| 528 |
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4380 train 4.324696 (lr=1.1838e-04) (hash(x)=145126034)
|
| 529 |
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4390 train 4.267291 (lr=1.1804e-04) (hash(x)=147368423)
|
| 530 |
+
4400 val loss 4.4113
|
| 531 |
+
4400 val perplexity 82.3739
|
| 532 |
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4400 train 4.776717 (lr=1.1770e-04) (hash(x)=168527064)
|
| 533 |
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4410 train 4.259302 (lr=1.1736e-04) (hash(x)=150152773)
|
| 534 |
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4420 train 4.358440 (lr=1.1702e-04) (hash(x)=155472304)
|
| 535 |
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4430 train 4.274035 (lr=1.1668e-04) (hash(x)=147299265)
|
| 536 |
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4440 train 4.230871 (lr=1.1634e-04) (hash(x)=140659522)
|
| 537 |
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4450 train 4.298770 (lr=1.1599e-04) (hash(x)=147169111)
|
| 538 |
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4460 train 4.361233 (lr=1.1565e-04) (hash(x)=144098557)
|
| 539 |
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4470 train 4.139716 (lr=1.1531e-04) (hash(x)=161957507)
|
| 540 |
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4480 train 4.156746 (lr=1.1497e-04) (hash(x)=154064204)
|
| 541 |
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4490 train 4.289114 (lr=1.1462e-04) (hash(x)=153999958)
|
| 542 |
+
4500 val loss 4.4138
|
| 543 |
+
4500 val perplexity 82.5810
|
| 544 |
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4500 train 4.407358 (lr=1.1428e-04) (hash(x)=125588037)
|
| 545 |
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4510 train 4.244913 (lr=1.1394e-04) (hash(x)=142522186)
|
| 546 |
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4520 train 4.096467 (lr=1.1360e-04) (hash(x)=152736893)
|
| 547 |
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4530 train 4.320524 (lr=1.1326e-04) (hash(x)=148091275)
|
| 548 |
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4540 train 4.452848 (lr=1.1291e-04) (hash(x)=147663019)
|
| 549 |
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4550 train 4.521071 (lr=1.1257e-04) (hash(x)=151491857)
|
| 550 |
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4560 train 4.403203 (lr=1.1223e-04) (hash(x)=161757513)
|
| 551 |
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4570 train 4.412116 (lr=1.1188e-04) (hash(x)=165448260)
|
| 552 |
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4580 train 4.549607 (lr=1.1154e-04) (hash(x)=151620292)
|
| 553 |
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4590 train 4.626790 (lr=1.1120e-04) (hash(x)=161877852)
|
| 554 |
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4600 val loss 4.3855
|
| 555 |
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4600 val perplexity 80.2796
|
| 556 |
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4600 train 4.363959 (lr=1.1086e-04) (hash(x)=143710941)
|
| 557 |
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4610 train 4.456553 (lr=1.1051e-04) (hash(x)=152244871)
|
| 558 |
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4620 train 4.419514 (lr=1.1017e-04) (hash(x)=161268167)
|
| 559 |
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4630 train 4.383834 (lr=1.0983e-04) (hash(x)=153904677)
|
| 560 |
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4640 train 4.339632 (lr=1.0949e-04) (hash(x)=152593758)
|
| 561 |
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4650 train 4.488466 (lr=1.0914e-04) (hash(x)=159047122)
|
| 562 |
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4660 train 4.560596 (lr=1.0880e-04) (hash(x)=167370244)
|
| 563 |
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4670 train 4.335510 (lr=1.0846e-04) (hash(x)=140357684)
|
| 564 |
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4680 train 4.476111 (lr=1.0812e-04) (hash(x)=140547853)
|
| 565 |
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4690 train 4.649773 (lr=1.0777e-04) (hash(x)=143000949)
|
| 566 |
+
4700 val loss 4.3781
|
| 567 |
+
4700 val perplexity 79.6848
|
| 568 |
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4700 train 4.302816 (lr=1.0743e-04) (hash(x)=150952742)
|
| 569 |
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4710 train 4.347490 (lr=1.0709e-04) (hash(x)=157964406)
|
| 570 |
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4720 train 4.267570 (lr=1.0674e-04) (hash(x)=147653608)
|
| 571 |
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4730 train 4.339172 (lr=1.0640e-04) (hash(x)=165545764)
|
| 572 |
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4740 train 4.300375 (lr=1.0606e-04) (hash(x)=146744631)
|
| 573 |
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4750 train 4.389025 (lr=1.0572e-04) (hash(x)=153635164)
|
| 574 |
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4760 train 4.454523 (lr=1.0538e-04) (hash(x)=153217508)
|
| 575 |
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4770 train 4.395255 (lr=1.0503e-04) (hash(x)=169622743)
|
| 576 |
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4780 train 4.299000 (lr=1.0469e-04) (hash(x)=138018297)
|
| 577 |
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4790 train 4.187404 (lr=1.0435e-04) (hash(x)=156067303)
|
| 578 |
+
4800 val loss 4.3754
|
| 579 |
+
4800 val perplexity 79.4706
|
| 580 |
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4800 train 4.351851 (lr=1.0401e-04) (hash(x)=145323659)
|
| 581 |
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4810 train 4.231571 (lr=1.0366e-04) (hash(x)=152587772)
|
| 582 |
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4820 train 4.456962 (lr=1.0332e-04) (hash(x)=148481485)
|
| 583 |
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4830 train 4.222940 (lr=1.0298e-04) (hash(x)=154219664)
|
| 584 |
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4840 train 4.123485 (lr=1.0264e-04) (hash(x)=156853645)
|
| 585 |
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4850 train 4.199806 (lr=1.0230e-04) (hash(x)=152329702)
|
| 586 |
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4860 train 4.184996 (lr=1.0196e-04) (hash(x)=136684779)
|
| 587 |
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4870 train 4.247592 (lr=1.0162e-04) (hash(x)=143260367)
|
| 588 |
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4880 train 4.223344 (lr=1.0127e-04) (hash(x)=150910947)
|
| 589 |
+
4890 train 4.258477 (lr=1.0093e-04) (hash(x)=179249925)
|
| 590 |
+
4900 val loss 4.3750
|
| 591 |
+
4900 val perplexity 79.4368
|
| 592 |
+
4900 train 4.395765 (lr=1.0059e-04) (hash(x)=153151397)
|
| 593 |
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4910 train 4.345817 (lr=1.0025e-04) (hash(x)=144101891)
|
| 594 |
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4920 train 4.252564 (lr=9.9911e-05) (hash(x)=144994952)
|
| 595 |
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4930 train 4.541728 (lr=9.9571e-05) (hash(x)=155390878)
|
| 596 |
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4940 train 4.301800 (lr=9.9230e-05) (hash(x)=141359221)
|
| 597 |
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4950 train 4.213285 (lr=9.8890e-05) (hash(x)=151570011)
|
| 598 |
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4960 train 4.440537 (lr=9.8550e-05) (hash(x)=146918855)
|
| 599 |
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4970 train 4.362798 (lr=9.8210e-05) (hash(x)=148647362)
|
| 600 |
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4980 train 4.326989 (lr=9.7870e-05) (hash(x)=159753562)
|
| 601 |
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4990 train 4.272650 (lr=9.7531e-05) (hash(x)=147683447)
|
| 602 |
+
5000 val loss 4.3678
|
| 603 |
+
5000 val perplexity 78.8724
|
| 604 |
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5000 train 4.393171 (lr=9.7192e-05) (hash(x)=143182059)
|
| 605 |
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5010 train 4.204443 (lr=9.6853e-05) (hash(x)=138657407)
|
| 606 |
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5020 train 4.317229 (lr=9.6514e-05) (hash(x)=151830497)
|
| 607 |
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5030 train 4.319872 (lr=9.6175e-05) (hash(x)=147727694)
|
| 608 |
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5040 train 4.176632 (lr=9.5836e-05) (hash(x)=151957014)
|
| 609 |
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5050 train 4.437883 (lr=9.5498e-05) (hash(x)=147828693)
|
| 610 |
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5060 train 4.472606 (lr=9.5160e-05) (hash(x)=158589700)
|
| 611 |
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5070 train 4.360204 (lr=9.4822e-05) (hash(x)=155662163)
|
| 612 |
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5080 train 4.472041 (lr=9.4484e-05) (hash(x)=157797383)
|
| 613 |
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5090 train 4.350271 (lr=9.4147e-05) (hash(x)=153848957)
|
| 614 |
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5100 val loss 4.3535
|
| 615 |
+
5100 val perplexity 77.7500
|
| 616 |
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5100 train 4.314097 (lr=9.3809e-05) (hash(x)=170083586)
|
| 617 |
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5110 train 4.226809 (lr=9.3472e-05) (hash(x)=153800138)
|
| 618 |
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5120 train 4.334444 (lr=9.3136e-05) (hash(x)=153526228)
|
| 619 |
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5130 train 4.337140 (lr=9.2799e-05) (hash(x)=158650342)
|
| 620 |
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5140 train 4.323368 (lr=9.2463e-05) (hash(x)=153163034)
|
| 621 |
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5150 train 4.326264 (lr=9.2127e-05) (hash(x)=155281294)
|
| 622 |
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5160 train 4.288630 (lr=9.1791e-05) (hash(x)=147731627)
|
| 623 |
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5170 train 4.274343 (lr=9.1456e-05) (hash(x)=146388976)
|
| 624 |
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5180 train 4.484706 (lr=9.1120e-05) (hash(x)=140323065)
|
| 625 |
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5190 train 4.398393 (lr=9.0785e-05) (hash(x)=150406523)
|
| 626 |
+
5200 val loss 4.3453
|
| 627 |
+
5200 val perplexity 77.1166
|
| 628 |
+
5200 train 4.197736 (lr=9.0451e-05) (hash(x)=149363919)
|
| 629 |
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5210 train 4.348881 (lr=9.0116e-05) (hash(x)=164390214)
|
| 630 |
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5220 train 4.301536 (lr=8.9782e-05) (hash(x)=153652984)
|
| 631 |
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5230 train 4.262619 (lr=8.9448e-05) (hash(x)=139542770)
|
| 632 |
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5240 train 4.185484 (lr=8.9115e-05) (hash(x)=140115288)
|
| 633 |
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5250 train 4.304239 (lr=8.8782e-05) (hash(x)=142158900)
|
| 634 |
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5260 train 4.203769 (lr=8.8449e-05) (hash(x)=156019449)
|
| 635 |
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5270 train 4.317973 (lr=8.8116e-05) (hash(x)=150776850)
|
| 636 |
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5280 train 4.268752 (lr=8.7784e-05) (hash(x)=151358692)
|
| 637 |
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5290 train 4.243278 (lr=8.7452e-05) (hash(x)=137112863)
|
| 638 |
+
5300 val loss 4.3438
|
| 639 |
+
5300 val perplexity 77.0025
|
| 640 |
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5300 train 4.160437 (lr=8.7120e-05) (hash(x)=152033784)
|
| 641 |
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5310 train 4.209918 (lr=8.6789e-05) (hash(x)=147785712)
|
| 642 |
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5320 train 4.356404 (lr=8.6458e-05) (hash(x)=156426339)
|
| 643 |
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5330 train 4.298791 (lr=8.6127e-05) (hash(x)=161907693)
|
| 644 |
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5340 train 4.376690 (lr=8.5797e-05) (hash(x)=156414094)
|
| 645 |
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5350 train 4.398882 (lr=8.5467e-05) (hash(x)=141712428)
|
| 646 |
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5360 train 4.345904 (lr=8.5138e-05) (hash(x)=156873601)
|
| 647 |
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5370 train 4.326837 (lr=8.4809e-05) (hash(x)=149863781)
|
| 648 |
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5380 train 4.326070 (lr=8.4480e-05) (hash(x)=148183971)
|
| 649 |
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5390 train 4.308631 (lr=8.4151e-05) (hash(x)=151542334)
|
| 650 |
+
5400 val loss 4.3293
|
| 651 |
+
5400 val perplexity 75.8910
|
| 652 |
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5400 train 4.562572 (lr=8.3823e-05) (hash(x)=154614289)
|
| 653 |
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5410 train 4.321802 (lr=8.3495e-05) (hash(x)=169124671)
|
| 654 |
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5420 train 4.347882 (lr=8.3168e-05) (hash(x)=159963738)
|
| 655 |
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5430 train 4.293843 (lr=8.2841e-05) (hash(x)=155162691)
|
| 656 |
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5440 train 4.303808 (lr=8.2515e-05) (hash(x)=135981908)
|
| 657 |
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5450 train 4.403159 (lr=8.2188e-05) (hash(x)=145055580)
|
| 658 |
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5460 train 4.264373 (lr=8.1863e-05) (hash(x)=150367825)
|
| 659 |
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5470 train 4.353034 (lr=8.1537e-05) (hash(x)=151034173)
|
| 660 |
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5480 train 4.282482 (lr=8.1212e-05) (hash(x)=155581766)
|
| 661 |
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5490 train 4.296411 (lr=8.0888e-05) (hash(x)=136973993)
|
| 662 |
+
5500 val loss 4.3216
|
| 663 |
+
5500 val perplexity 75.3106
|
| 664 |
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5500 train 4.474913 (lr=8.0564e-05) (hash(x)=157745174)
|
| 665 |
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5510 train 4.412661 (lr=8.0240e-05) (hash(x)=144628894)
|
| 666 |
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5520 train 4.286175 (lr=7.9917e-05) (hash(x)=135056684)
|
| 667 |
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5530 train 4.296622 (lr=7.9594e-05) (hash(x)=143418640)
|
| 668 |
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5540 train 4.263391 (lr=7.9272e-05) (hash(x)=144464984)
|
| 669 |
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5550 train 4.493005 (lr=7.8950e-05) (hash(x)=155888745)
|
| 670 |
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5560 train 4.138254 (lr=7.8629e-05) (hash(x)=149122683)
|
| 671 |
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5570 train 4.181705 (lr=7.8308e-05) (hash(x)=154573954)
|
| 672 |
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5580 train 4.271845 (lr=7.7987e-05) (hash(x)=149339361)
|
| 673 |
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5590 train 4.182251 (lr=7.7667e-05) (hash(x)=154738453)
|
| 674 |
+
5600 val loss 4.3198
|
| 675 |
+
5600 val perplexity 75.1747
|
| 676 |
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5600 train 4.288789 (lr=7.7347e-05) (hash(x)=147693222)
|
| 677 |
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5610 train 4.071845 (lr=7.7028e-05) (hash(x)=142140192)
|
| 678 |
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5620 train 4.192928 (lr=7.6710e-05) (hash(x)=148677209)
|
| 679 |
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5630 train 4.255360 (lr=7.6391e-05) (hash(x)=143495554)
|
| 680 |
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5640 train 4.361066 (lr=7.6074e-05) (hash(x)=153202964)
|
| 681 |
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5650 train 4.290414 (lr=7.5756e-05) (hash(x)=168724867)
|
| 682 |
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5660 train 4.257136 (lr=7.5440e-05) (hash(x)=142816746)
|
| 683 |
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5670 train 4.381474 (lr=7.5124e-05) (hash(x)=164119551)
|
| 684 |
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5680 train 4.238247 (lr=7.4808e-05) (hash(x)=157239121)
|
| 685 |
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5690 train 4.513042 (lr=7.4493e-05) (hash(x)=144662329)
|
| 686 |
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5700 val loss 4.3082
|
| 687 |
+
5700 val perplexity 74.3091
|
| 688 |
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5700 train 4.254011 (lr=7.4178e-05) (hash(x)=149784627)
|
| 689 |
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5710 train 4.221472 (lr=7.3864e-05) (hash(x)=152821162)
|
| 690 |
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5720 train 4.448066 (lr=7.3550e-05) (hash(x)=158497530)
|
| 691 |
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5730 train 4.413035 (lr=7.3237e-05) (hash(x)=154583914)
|
| 692 |
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5740 train 4.223610 (lr=7.2925e-05) (hash(x)=142027172)
|
| 693 |
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5750 train 4.423906 (lr=7.2613e-05) (hash(x)=119227402)
|
| 694 |
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5760 train 4.329159 (lr=7.2301e-05) (hash(x)=153248187)
|
| 695 |
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5770 train 4.204040 (lr=7.1990e-05) (hash(x)=147951994)
|
| 696 |
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5780 train 4.202635 (lr=7.1680e-05) (hash(x)=138935284)
|
| 697 |
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5790 train 4.296416 (lr=7.1370e-05) (hash(x)=151786681)
|
| 698 |
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5800 val loss 4.3141
|
| 699 |
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5800 val perplexity 74.7481
|
| 700 |
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5800 train 4.311800 (lr=7.1061e-05) (hash(x)=158620729)
|
| 701 |
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5810 train 4.281051 (lr=7.0752e-05) (hash(x)=178115789)
|
| 702 |
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5820 train 4.202873 (lr=7.0444e-05) (hash(x)=149092790)
|
| 703 |
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5830 train 4.379194 (lr=7.0136e-05) (hash(x)=148269833)
|
| 704 |
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5840 train 4.312815 (lr=6.9829e-05) (hash(x)=163714738)
|
| 705 |
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5850 train 4.276379 (lr=6.9523e-05) (hash(x)=144111890)
|
| 706 |
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5860 train 4.275277 (lr=6.9217e-05) (hash(x)=170702475)
|
| 707 |
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5870 train 4.192323 (lr=6.8912e-05) (hash(x)=155970835)
|
| 708 |
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5880 train 4.193770 (lr=6.8607e-05) (hash(x)=146695463)
|
| 709 |
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5890 train 4.268687 (lr=6.8303e-05) (hash(x)=151603187)
|
| 710 |
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5900 val loss 4.3030
|
| 711 |
+
5900 val perplexity 73.9237
|
| 712 |
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5900 train 4.286755 (lr=6.8000e-05) (hash(x)=159763910)
|
| 713 |
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5910 train 4.313234 (lr=6.7697e-05) (hash(x)=149555230)
|
| 714 |
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5920 train 4.309985 (lr=6.7395e-05) (hash(x)=138048333)
|
| 715 |
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5930 train 4.218314 (lr=6.7093e-05) (hash(x)=148668256)
|
| 716 |
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5940 train 4.355991 (lr=6.6792e-05) (hash(x)=148352543)
|
| 717 |
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5950 train 4.371619 (lr=6.6492e-05) (hash(x)=163457488)
|
| 718 |
+
5960 train 4.459972 (lr=6.6192e-05) (hash(x)=155306804)
|
| 719 |
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5970 train 4.311144 (lr=6.5893e-05) (hash(x)=146576143)
|
| 720 |
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5980 train 4.308721 (lr=6.5595e-05) (hash(x)=144668956)
|
| 721 |
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5990 train 4.290262 (lr=6.5297e-05) (hash(x)=156098617)
|
| 722 |
+
6000 val loss 4.2914
|
| 723 |
+
6000 val perplexity 73.0668
|
| 724 |
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6000 train 4.249260 (lr=6.5000e-05) (hash(x)=147640561)
|
| 725 |
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6010 train 4.332212 (lr=6.4704e-05) (hash(x)=161223074)
|
| 726 |
+
6020 train 4.314473 (lr=6.4408e-05) (hash(x)=156308454)
|
| 727 |
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6030 train 4.276718 (lr=6.4113e-05) (hash(x)=142553975)
|
| 728 |
+
6040 train 4.251469 (lr=6.3818e-05) (hash(x)=142039829)
|
| 729 |
+
6050 train 4.316525 (lr=6.3524e-05) (hash(x)=156329296)
|
| 730 |
+
6060 train 4.254879 (lr=6.3231e-05) (hash(x)=148505537)
|
| 731 |
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6070 train 4.141137 (lr=6.2939e-05) (hash(x)=151801272)
|
| 732 |
+
6080 train 4.239551 (lr=6.2647e-05) (hash(x)=159908287)
|
| 733 |
+
6090 train 4.228786 (lr=6.2356e-05) (hash(x)=148714721)
|
| 734 |
+
6100 val loss 4.2878
|
| 735 |
+
6100 val perplexity 72.8035
|
| 736 |
+
6100 train 4.291806 (lr=6.2065e-05) (hash(x)=156613394)
|
| 737 |
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6110 train 4.158760 (lr=6.1776e-05) (hash(x)=143286705)
|
| 738 |
+
6120 train 4.358622 (lr=6.1487e-05) (hash(x)=150191141)
|
| 739 |
+
6130 train 4.219504 (lr=6.1198e-05) (hash(x)=149855624)
|
| 740 |
+
6140 train 4.221492 (lr=6.0911e-05) (hash(x)=157312372)
|
| 741 |
+
6150 train 4.338254 (lr=6.0624e-05) (hash(x)=148262730)
|
| 742 |
+
6160 train 4.247617 (lr=6.0338e-05) (hash(x)=147032785)
|
| 743 |
+
6170 train 4.179667 (lr=6.0052e-05) (hash(x)=161213064)
|
| 744 |
+
6180 train 4.046711 (lr=5.9767e-05) (hash(x)=144538373)
|
| 745 |
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6190 train 4.102021 (lr=5.9483e-05) (hash(x)=144688493)
|
| 746 |
+
6200 val loss 4.2856
|
| 747 |
+
6200 val perplexity 72.6446
|
| 748 |
+
6200 train 4.170702 (lr=5.9200e-05) (hash(x)=186221290)
|
| 749 |
+
6210 train 4.177794 (lr=5.8918e-05) (hash(x)=139529352)
|
| 750 |
+
6220 train 4.351949 (lr=5.8636e-05) (hash(x)=138081469)
|
| 751 |
+
6230 train 4.245850 (lr=5.8355e-05) (hash(x)=152979409)
|
| 752 |
+
6240 train 4.203448 (lr=5.8074e-05) (hash(x)=157848424)
|
| 753 |
+
6250 train 4.119584 (lr=5.7795e-05) (hash(x)=150770915)
|
| 754 |
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6260 train 4.211887 (lr=5.7516e-05) (hash(x)=153769379)
|
| 755 |
+
6270 train 4.140826 (lr=5.7238e-05) (hash(x)=153318361)
|
| 756 |
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6280 train 4.130260 (lr=5.6961e-05) (hash(x)=143366327)
|
| 757 |
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6290 train 4.301881 (lr=5.6684e-05) (hash(x)=160684845)
|
| 758 |
+
6300 val loss 4.2733
|
| 759 |
+
6300 val perplexity 71.7590
|
| 760 |
+
6300 train 4.184828 (lr=5.6409e-05) (hash(x)=152081419)
|
| 761 |
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6310 train 4.153626 (lr=5.6134e-05) (hash(x)=146626797)
|
| 762 |
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6320 train 4.335254 (lr=5.5859e-05) (hash(x)=155291923)
|
| 763 |
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6330 train 4.198305 (lr=5.5586e-05) (hash(x)=140920951)
|
| 764 |
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6340 train 4.275039 (lr=5.5313e-05) (hash(x)=146642359)
|
| 765 |
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6350 train 4.237655 (lr=5.5042e-05) (hash(x)=160486550)
|
| 766 |
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6360 train 4.203166 (lr=5.4771e-05) (hash(x)=151833082)
|
| 767 |
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6370 train 4.204446 (lr=5.4500e-05) (hash(x)=124740362)
|
| 768 |
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6380 train 4.365004 (lr=5.4231e-05) (hash(x)=153952434)
|
| 769 |
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6390 train 4.377242 (lr=5.3963e-05) (hash(x)=145864314)
|
| 770 |
+
6400 val loss 4.2751
|
| 771 |
+
6400 val perplexity 71.8861
|
| 772 |
+
6400 train 4.270712 (lr=5.3695e-05) (hash(x)=154808349)
|
| 773 |
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6410 train 4.252228 (lr=5.3428e-05) (hash(x)=155037739)
|
| 774 |
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6420 train 4.185829 (lr=5.3162e-05) (hash(x)=151155588)
|
| 775 |
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6430 train 4.057166 (lr=5.2896e-05) (hash(x)=146548556)
|
| 776 |
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6440 train 4.231957 (lr=5.2632e-05) (hash(x)=152706474)
|
| 777 |
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6450 train 4.233659 (lr=5.2368e-05) (hash(x)=154207794)
|
| 778 |
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6460 train 4.092211 (lr=5.2105e-05) (hash(x)=141590515)
|
| 779 |
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6470 train 4.140141 (lr=5.1843e-05) (hash(x)=157673109)
|
| 780 |
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6480 train 4.162216 (lr=5.1582e-05) (hash(x)=155842980)
|
| 781 |
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6490 train 4.230108 (lr=5.1322e-05) (hash(x)=143595736)
|
| 782 |
+
6500 val loss 4.2724
|
| 783 |
+
6500 val perplexity 71.6936
|
| 784 |
+
6500 train 4.186215 (lr=5.1063e-05) (hash(x)=159437208)
|
| 785 |
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6510 train 4.198236 (lr=5.0804e-05) (hash(x)=142631317)
|
| 786 |
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6520 train 3.914677 (lr=5.0546e-05) (hash(x)=139009211)
|
| 787 |
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6530 train 4.270006 (lr=5.0289e-05) (hash(x)=145451137)
|
| 788 |
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6540 train 4.228182 (lr=5.0033e-05) (hash(x)=163532779)
|
| 789 |
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6550 train 4.131004 (lr=4.9778e-05) (hash(x)=158084674)
|
| 790 |
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6560 train 4.096879 (lr=4.9524e-05) (hash(x)=142422592)
|
| 791 |
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6570 train 4.023828 (lr=4.9271e-05) (hash(x)=141089289)
|
| 792 |
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6580 train 4.123572 (lr=4.9018e-05) (hash(x)=139712979)
|
| 793 |
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6590 train 4.045252 (lr=4.8767e-05) (hash(x)=145833805)
|
| 794 |
+
6600 val loss 4.2707
|
| 795 |
+
6600 val perplexity 71.5721
|
| 796 |
+
6600 train 4.117560 (lr=4.8516e-05) (hash(x)=157933074)
|
| 797 |
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6610 train 4.033614 (lr=4.8266e-05) (hash(x)=142534769)
|
| 798 |
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6620 train 4.093508 (lr=4.8017e-05) (hash(x)=138456044)
|
| 799 |
+
6630 train 4.239148 (lr=4.7769e-05) (hash(x)=145111052)
|
| 800 |
+
6640 train 4.199532 (lr=4.7522e-05) (hash(x)=166954515)
|
| 801 |
+
6650 train 4.170330 (lr=4.7276e-05) (hash(x)=146889543)
|
| 802 |
+
6660 train 4.174558 (lr=4.7030e-05) (hash(x)=143253726)
|
| 803 |
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6670 train 4.096807 (lr=4.6786e-05) (hash(x)=144349844)
|
| 804 |
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6680 train 4.278554 (lr=4.6542e-05) (hash(x)=139911928)
|
| 805 |
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6690 train 4.481636 (lr=4.6300e-05) (hash(x)=143135862)
|
| 806 |
+
6700 val loss 4.2632
|
| 807 |
+
6700 val perplexity 71.0375
|
| 808 |
+
6700 train 4.205021 (lr=4.6058e-05) (hash(x)=161560240)
|
| 809 |
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6710 train 4.281558 (lr=4.5817e-05) (hash(x)=150437730)
|
| 810 |
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6720 train 4.368963 (lr=4.5578e-05) (hash(x)=153035304)
|
| 811 |
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6730 train 4.163786 (lr=4.5339e-05) (hash(x)=139323796)
|
| 812 |
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6740 train 4.181980 (lr=4.5101e-05) (hash(x)=167437923)
|
| 813 |
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6750 train 4.133231 (lr=4.4864e-05) (hash(x)=143814596)
|
| 814 |
+
6760 train 4.219275 (lr=4.4628e-05) (hash(x)=143755031)
|
| 815 |
+
6770 train 4.148920 (lr=4.4393e-05) (hash(x)=142014038)
|
| 816 |
+
6780 train 4.217860 (lr=4.4159e-05) (hash(x)=148465062)
|
| 817 |
+
6790 train 4.252775 (lr=4.3926e-05) (hash(x)=154656877)
|
| 818 |
+
6800 val loss 4.2603
|
| 819 |
+
6800 val perplexity 70.8338
|
| 820 |
+
6800 train 4.342411 (lr=4.3693e-05) (hash(x)=155424292)
|
| 821 |
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6810 train 3.979886 (lr=4.3462e-05) (hash(x)=147358081)
|
| 822 |
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6820 train 4.113190 (lr=4.3232e-05) (hash(x)=145387291)
|
| 823 |
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6830 train 4.057794 (lr=4.3002e-05) (hash(x)=146334068)
|
| 824 |
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6840 train 4.128404 (lr=4.2774e-05) (hash(x)=139563766)
|
| 825 |
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6850 train 4.158656 (lr=4.2547e-05) (hash(x)=139095691)
|
| 826 |
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6860 train 4.107328 (lr=4.2320e-05) (hash(x)=142093999)
|
| 827 |
+
6870 train 4.218301 (lr=4.2095e-05) (hash(x)=148598823)
|
| 828 |
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6880 train 4.294500 (lr=4.1870e-05) (hash(x)=146486085)
|
| 829 |
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6890 train 4.108667 (lr=4.1647e-05) (hash(x)=165683212)
|
| 830 |
+
6900 val loss 4.2612
|
| 831 |
+
6900 val perplexity 70.8978
|
| 832 |
+
6900 train 4.301371 (lr=4.1425e-05) (hash(x)=148561470)
|
| 833 |
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6910 train 3.969691 (lr=4.1203e-05) (hash(x)=136352432)
|
| 834 |
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6920 train 4.365180 (lr=4.0983e-05) (hash(x)=147640094)
|
| 835 |
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6930 train 4.244941 (lr=4.0763e-05) (hash(x)=152343827)
|
| 836 |
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6940 train 4.223547 (lr=4.0545e-05) (hash(x)=158787971)
|
| 837 |
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6950 train 4.519065 (lr=4.0327e-05) (hash(x)=178133125)
|
| 838 |
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6960 train 4.317047 (lr=4.0111e-05) (hash(x)=167302853)
|
| 839 |
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6970 train 4.227910 (lr=3.9895e-05) (hash(x)=143729435)
|
| 840 |
+
6980 train 4.324531 (lr=3.9681e-05) (hash(x)=135857879)
|
| 841 |
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6990 train 4.274819 (lr=3.9468e-05) (hash(x)=155384510)
|
| 842 |
+
7000 val loss 4.2531
|
| 843 |
+
7000 val perplexity 70.3226
|
| 844 |
+
7000 train 4.210746 (lr=3.9255e-05) (hash(x)=141527450)
|
| 845 |
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7010 train 4.264535 (lr=3.9044e-05) (hash(x)=148648498)
|
| 846 |
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7020 train 4.178634 (lr=3.8834e-05) (hash(x)=148073842)
|
| 847 |
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7030 train 4.306561 (lr=3.8624e-05) (hash(x)=160771614)
|
| 848 |
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7040 train 4.081628 (lr=3.8416e-05) (hash(x)=148361330)
|
| 849 |
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7050 train 4.076358 (lr=3.8209e-05) (hash(x)=151212224)
|
| 850 |
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7060 train 4.274907 (lr=3.8003e-05) (hash(x)=155925366)
|
| 851 |
+
7070 train 4.104435 (lr=3.7798e-05) (hash(x)=149830576)
|
| 852 |
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7080 train 4.087837 (lr=3.7593e-05) (hash(x)=144849934)
|
| 853 |
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7090 train 4.177107 (lr=3.7390e-05) (hash(x)=150997807)
|
| 854 |
+
7100 val loss 4.2495
|
| 855 |
+
7100 val perplexity 70.0730
|
| 856 |
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7100 train 4.215843 (lr=3.7188e-05) (hash(x)=151066339)
|
| 857 |
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7110 train 4.128480 (lr=3.6988e-05) (hash(x)=147185781)
|
| 858 |
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7120 train 4.168947 (lr=3.6788e-05) (hash(x)=141765575)
|
| 859 |
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7130 train 4.175840 (lr=3.6589e-05) (hash(x)=144204513)
|
| 860 |
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7140 train 4.008443 (lr=3.6391e-05) (hash(x)=149326253)
|
| 861 |
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7150 train 4.177330 (lr=3.6195e-05) (hash(x)=150409811)
|
| 862 |
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7160 train 4.053493 (lr=3.5999e-05) (hash(x)=144790348)
|
| 863 |
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7170 train 4.174676 (lr=3.5804e-05) (hash(x)=150500939)
|
| 864 |
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7180 train 4.000954 (lr=3.5611e-05) (hash(x)=143552103)
|
| 865 |
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7190 train 4.069571 (lr=3.5419e-05) (hash(x)=157471075)
|
| 866 |
+
7200 val loss 4.2515
|
| 867 |
+
7200 val perplexity 70.2112
|
| 868 |
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7200 train 4.032376 (lr=3.5227e-05) (hash(x)=155231264)
|
| 869 |
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7210 train 4.120383 (lr=3.5037e-05) (hash(x)=150350401)
|
| 870 |
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7220 train 4.135337 (lr=3.4848e-05) (hash(x)=151952594)
|
| 871 |
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7230 train 4.213009 (lr=3.4660e-05) (hash(x)=145381804)
|
| 872 |
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7240 train 4.113017 (lr=3.4473e-05) (hash(x)=142651222)
|
| 873 |
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7250 train 4.212279 (lr=3.4287e-05) (hash(x)=136115279)
|
| 874 |
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7260 train 4.327878 (lr=3.4102e-05) (hash(x)=154536751)
|
| 875 |
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7270 train 4.272999 (lr=3.3919e-05) (hash(x)=148883836)
|
| 876 |
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7280 train 4.129213 (lr=3.3736e-05) (hash(x)=150606754)
|
| 877 |
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7290 train 4.252479 (lr=3.3555e-05) (hash(x)=165845807)
|
| 878 |
+
7300 val loss 4.2446
|
| 879 |
+
7300 val perplexity 69.7298
|
| 880 |
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7300 train 4.323695 (lr=3.3375e-05) (hash(x)=150281149)
|
| 881 |
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7310 train 4.267867 (lr=3.3195e-05) (hash(x)=159929281)
|
| 882 |
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7320 train 4.088812 (lr=3.3017e-05) (hash(x)=143074269)
|
| 883 |
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7330 train 4.240971 (lr=3.2840e-05) (hash(x)=147369269)
|
| 884 |
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7340 train 4.287727 (lr=3.2664e-05) (hash(x)=139286601)
|
| 885 |
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7350 train 4.203074 (lr=3.2490e-05) (hash(x)=145263048)
|
| 886 |
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7360 train 4.057656 (lr=3.2316e-05) (hash(x)=144626817)
|
| 887 |
+
7370 train 4.264996 (lr=3.2144e-05) (hash(x)=168989813)
|
| 888 |
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7380 train 4.225467 (lr=3.1972e-05) (hash(x)=144790656)
|
| 889 |
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7390 train 4.025857 (lr=3.1802e-05) (hash(x)=141279761)
|
| 890 |
+
7400 val loss 4.2411
|
| 891 |
+
7400 val perplexity 69.4830
|
| 892 |
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7400 train 4.167925 (lr=3.1633e-05) (hash(x)=148421717)
|
| 893 |
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7410 train 4.162103 (lr=3.1465e-05) (hash(x)=141241548)
|
| 894 |
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7420 train 4.231565 (lr=3.1298e-05) (hash(x)=162434228)
|
| 895 |
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7430 train 4.184918 (lr=3.1132e-05) (hash(x)=156312086)
|
| 896 |
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7440 train 4.132926 (lr=3.0968e-05) (hash(x)=139803064)
|
| 897 |
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7450 train 3.838727 (lr=3.0804e-05) (hash(x)=156361394)
|
| 898 |
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7460 train 4.141691 (lr=3.0642e-05) (hash(x)=141142183)
|
| 899 |
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7470 train 3.969291 (lr=3.0481e-05) (hash(x)=156701683)
|
| 900 |
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7480 train 4.150671 (lr=3.0321e-05) (hash(x)=148549917)
|
| 901 |
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7490 train 4.023565 (lr=3.0162e-05) (hash(x)=143002119)
|
| 902 |
+
7500 val loss 4.2422
|
| 903 |
+
7500 val perplexity 69.5633
|
| 904 |
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7500 train 4.035119 (lr=3.0005e-05) (hash(x)=146921118)
|
| 905 |
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7510 train 4.049643 (lr=2.9848e-05) (hash(x)=148592146)
|
| 906 |
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7520 train 4.201796 (lr=2.9693e-05) (hash(x)=148456120)
|
| 907 |
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7530 train 4.367846 (lr=2.9539e-05) (hash(x)=163865945)
|
| 908 |
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7540 train 4.261566 (lr=2.9386e-05) (hash(x)=160753039)
|
| 909 |
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7550 train 4.264345 (lr=2.9234e-05) (hash(x)=150275989)
|
| 910 |
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7560 train 4.287609 (lr=2.9084e-05) (hash(x)=141749735)
|
| 911 |
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7570 train 4.255280 (lr=2.8934e-05) (hash(x)=148449999)
|
| 912 |
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7580 train 4.131166 (lr=2.8786e-05) (hash(x)=139153889)
|
| 913 |
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7590 train 4.241937 (lr=2.8639e-05) (hash(x)=147418540)
|
| 914 |
+
7600 val loss 4.2343
|
| 915 |
+
7600 val perplexity 69.0153
|
| 916 |
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7600 train 4.269131 (lr=2.8493e-05) (hash(x)=150660048)
|
| 917 |
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7610 train 4.242627 (lr=2.8348e-05) (hash(x)=155369080)
|
| 918 |
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7620 train 4.141522 (lr=2.8204e-05) (hash(x)=151926309)
|
| 919 |
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7630 train 4.222584 (lr=2.8062e-05) (hash(x)=149549080)
|
| 920 |
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7640 train 4.108464 (lr=2.7921e-05) (hash(x)=140642882)
|
| 921 |
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7650 train 4.386451 (lr=2.7781e-05) (hash(x)=140218502)
|
| 922 |
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7660 train 4.230378 (lr=2.7642e-05) (hash(x)=153198276)
|
| 923 |
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7670 train 4.082559 (lr=2.7505e-05) (hash(x)=150706960)
|
| 924 |
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7680 train 4.237529 (lr=2.7368e-05) (hash(x)=152025509)
|
| 925 |
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7690 train 4.019795 (lr=2.7233e-05) (hash(x)=147288976)
|
| 926 |
+
7700 val loss 4.2349
|
| 927 |
+
7700 val perplexity 69.0561
|
| 928 |
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7700 train 4.127994 (lr=2.7099e-05) (hash(x)=148059852)
|
| 929 |
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7710 train 3.938552 (lr=2.6966e-05) (hash(x)=158443334)
|
| 930 |
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7720 train 4.054703 (lr=2.6834e-05) (hash(x)=143467085)
|
| 931 |
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7730 train 3.992703 (lr=2.6704e-05) (hash(x)=138439550)
|
| 932 |
+
7740 train 4.135305 (lr=2.6575e-05) (hash(x)=145878152)
|
| 933 |
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7750 train 3.990562 (lr=2.6447e-05) (hash(x)=136874128)
|
| 934 |
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7760 train 4.016709 (lr=2.6320e-05) (hash(x)=148856154)
|
| 935 |
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7770 train 4.047473 (lr=2.6195e-05) (hash(x)=146982119)
|
| 936 |
+
7780 train 4.143061 (lr=2.6070e-05) (hash(x)=159846779)
|
| 937 |
+
7790 train 3.835675 (lr=2.5947e-05) (hash(x)=141501838)
|
| 938 |
+
7800 val loss 4.2359
|
| 939 |
+
7800 val perplexity 69.1239
|
| 940 |
+
7800 train 3.944322 (lr=2.5825e-05) (hash(x)=148331002)
|
| 941 |
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7810 train 4.263639 (lr=2.5705e-05) (hash(x)=150692304)
|
| 942 |
+
7820 train 4.148048 (lr=2.5585e-05) (hash(x)=156841183)
|
| 943 |
+
7830 train 4.175803 (lr=2.5467e-05) (hash(x)=139594008)
|
| 944 |
+
7840 train 4.114260 (lr=2.5350e-05) (hash(x)=149700138)
|
| 945 |
+
7850 train 4.137405 (lr=2.5234e-05) (hash(x)=149327044)
|
| 946 |
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7860 train 4.290323 (lr=2.5119e-05) (hash(x)=148315418)
|
| 947 |
+
7870 train 4.245211 (lr=2.5006e-05) (hash(x)=153431778)
|
| 948 |
+
7880 train 4.096437 (lr=2.4894e-05) (hash(x)=145049799)
|
| 949 |
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7890 train 4.228706 (lr=2.4783e-05) (hash(x)=150265096)
|
| 950 |
+
7900 val loss 4.2289
|
| 951 |
+
7900 val perplexity 68.6449
|
| 952 |
+
7900 train 4.077190 (lr=2.4674e-05) (hash(x)=164923883)
|
| 953 |
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7910 train 4.089196 (lr=2.4565e-05) (hash(x)=139315738)
|
| 954 |
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7920 train 4.157056 (lr=2.4458e-05) (hash(x)=153031394)
|
| 955 |
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7930 train 3.925258 (lr=2.4352e-05) (hash(x)=148835859)
|
| 956 |
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7940 train 4.074548 (lr=2.4247e-05) (hash(x)=146875217)
|
| 957 |
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7950 train 4.154520 (lr=2.4144e-05) (hash(x)=151003885)
|
| 958 |
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7960 train 4.067237 (lr=2.4042e-05) (hash(x)=141885471)
|
| 959 |
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7970 train 4.261871 (lr=2.3941e-05) (hash(x)=150541583)
|
| 960 |
+
7980 train 3.957344 (lr=2.3841e-05) (hash(x)=138626492)
|
| 961 |
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7990 train 4.159150 (lr=2.3743e-05) (hash(x)=149935635)
|
| 962 |
+
8000 val loss 4.2287
|
| 963 |
+
8000 val perplexity 68.6285
|
| 964 |
+
8000 train 4.128093 (lr=2.3646e-05) (hash(x)=143545384)
|
| 965 |
+
8010 train 3.969240 (lr=2.3550e-05) (hash(x)=144689366)
|
| 966 |
+
8020 train 4.162443 (lr=2.3455e-05) (hash(x)=151299532)
|
| 967 |
+
8030 train 4.086966 (lr=2.3362e-05) (hash(x)=131300239)
|
| 968 |
+
8040 train 3.995358 (lr=2.3269e-05) (hash(x)=146715955)
|
| 969 |
+
8050 train 3.923275 (lr=2.3179e-05) (hash(x)=135376656)
|
| 970 |
+
8060 train 4.001976 (lr=2.3089e-05) (hash(x)=141991433)
|
| 971 |
+
8070 train 3.973842 (lr=2.3001e-05) (hash(x)=140260574)
|
| 972 |
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8080 train 3.940057 (lr=2.2913e-05) (hash(x)=151492896)
|
| 973 |
+
8090 train 4.133124 (lr=2.2828e-05) (hash(x)=143333635)
|
| 974 |
+
8100 val loss 4.2305
|
| 975 |
+
8100 val perplexity 68.7508
|
| 976 |
+
8100 train 4.017842 (lr=2.2743e-05) (hash(x)=160686959)
|
| 977 |
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8110 train 4.021292 (lr=2.2660e-05) (hash(x)=141145704)
|
| 978 |
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8120 train 4.258512 (lr=2.2578e-05) (hash(x)=146967795)
|
| 979 |
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8130 train 4.088595 (lr=2.2497e-05) (hash(x)=147844486)
|
| 980 |
+
8140 train 4.136693 (lr=2.2417e-05) (hash(x)=141860136)
|
| 981 |
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8150 train 4.269496 (lr=2.2339e-05) (hash(x)=147696006)
|
| 982 |
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8160 train 4.176379 (lr=2.2262e-05) (hash(x)=151497110)
|
| 983 |
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8170 train 4.186491 (lr=2.2186e-05) (hash(x)=140881859)
|
| 984 |
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8180 train 4.133401 (lr=2.2112e-05) (hash(x)=158865574)
|
| 985 |
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8190 train 4.101454 (lr=2.2039e-05) (hash(x)=161247161)
|
| 986 |
+
8200 val loss 4.2260
|
| 987 |
+
8200 val perplexity 68.4445
|
| 988 |
+
8200 train 4.056613 (lr=2.1967e-05) (hash(x)=156501889)
|
| 989 |
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8210 train 4.177739 (lr=2.1896e-05) (hash(x)=158384162)
|
| 990 |
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8220 train 4.218917 (lr=2.1827e-05) (hash(x)=154815062)
|
| 991 |
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8230 train 4.093947 (lr=2.1759e-05) (hash(x)=145018315)
|
| 992 |
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8240 train 4.139846 (lr=2.1692e-05) (hash(x)=161659129)
|
| 993 |
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8250 train 4.105736 (lr=2.1626e-05) (hash(x)=139863367)
|
| 994 |
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8260 train 4.070853 (lr=2.1562e-05) (hash(x)=149569663)
|
| 995 |
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8270 train 3.834073 (lr=2.1499e-05) (hash(x)=162234378)
|
| 996 |
+
8280 train 4.191489 (lr=2.1438e-05) (hash(x)=144371378)
|
| 997 |
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8290 train 4.101012 (lr=2.1377e-05) (hash(x)=148120258)
|
| 998 |
+
8300 val loss 4.2262
|
| 999 |
+
8300 val perplexity 68.4574
|
| 1000 |
+
8300 train 4.075238 (lr=2.1318e-05) (hash(x)=142716875)
|
| 1001 |
+
8310 train 4.137279 (lr=2.1260e-05) (hash(x)=166789234)
|
| 1002 |
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8320 train 4.168675 (lr=2.1204e-05) (hash(x)=150613211)
|
| 1003 |
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8330 train 4.053012 (lr=2.1149e-05) (hash(x)=139895391)
|
| 1004 |
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8340 train 4.169483 (lr=2.1095e-05) (hash(x)=152011203)
|
| 1005 |
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8350 train 4.124813 (lr=2.1042e-05) (hash(x)=156010875)
|
| 1006 |
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8360 train 4.133077 (lr=2.0991e-05) (hash(x)=152988051)
|
| 1007 |
+
8370 train 4.287643 (lr=2.0941e-05) (hash(x)=155144327)
|
| 1008 |
+
8380 train 4.174703 (lr=2.0892e-05) (hash(x)=133642309)
|
| 1009 |
+
8390 train 4.226175 (lr=2.0844e-05) (hash(x)=149745335)
|
| 1010 |
+
8400 val loss 4.2195
|
| 1011 |
+
8400 val perplexity 67.9998
|
| 1012 |
+
8400 train 4.204172 (lr=2.0798e-05) (hash(x)=154436684)
|
| 1013 |
+
8410 train 4.242471 (lr=2.0753e-05) (hash(x)=147946630)
|
| 1014 |
+
8420 train 4.164583 (lr=2.0710e-05) (hash(x)=153947058)
|
| 1015 |
+
8430 train 4.259352 (lr=2.0667e-05) (hash(x)=159821040)
|
| 1016 |
+
8440 train 4.224552 (lr=2.0626e-05) (hash(x)=149127348)
|
| 1017 |
+
8450 train 4.234138 (lr=2.0587e-05) (hash(x)=149421871)
|
| 1018 |
+
8460 train 4.176043 (lr=2.0548e-05) (hash(x)=142621577)
|
| 1019 |
+
8470 train 4.182089 (lr=2.0511e-05) (hash(x)=148978213)
|
| 1020 |
+
8480 train 4.012268 (lr=2.0475e-05) (hash(x)=139959537)
|
| 1021 |
+
8490 train 4.102921 (lr=2.0441e-05) (hash(x)=144232498)
|
| 1022 |
+
8500 val loss 4.2189
|
| 1023 |
+
8500 val perplexity 67.9565
|
| 1024 |
+
8500 train 4.314741 (lr=2.0408e-05) (hash(x)=147965839)
|
| 1025 |
+
8510 train 4.191538 (lr=2.0376e-05) (hash(x)=147679836)
|
| 1026 |
+
8520 train 4.069478 (lr=2.0345e-05) (hash(x)=147486097)
|
| 1027 |
+
8530 train 4.199194 (lr=2.0316e-05) (hash(x)=151655265)
|
| 1028 |
+
8540 train 4.108413 (lr=2.0288e-05) (hash(x)=150866632)
|
| 1029 |
+
8550 train 4.263029 (lr=2.0261e-05) (hash(x)=144355059)
|
| 1030 |
+
8560 train 4.112020 (lr=2.0235e-05) (hash(x)=145518478)
|
| 1031 |
+
8570 train 4.289657 (lr=2.0211e-05) (hash(x)=178973323)
|
| 1032 |
+
8580 train 4.184974 (lr=2.0189e-05) (hash(x)=152773969)
|
| 1033 |
+
8590 train 3.978383 (lr=2.0167e-05) (hash(x)=141805508)
|
| 1034 |
+
8600 val loss 4.2210
|
| 1035 |
+
8600 val perplexity 68.1044
|
| 1036 |
+
8600 train 4.028108 (lr=2.0147e-05) (hash(x)=145228097)
|
| 1037 |
+
8610 train 4.060266 (lr=2.0128e-05) (hash(x)=149525694)
|
| 1038 |
+
8620 train 4.131866 (lr=2.0110e-05) (hash(x)=151651655)
|
| 1039 |
+
8630 train 4.250931 (lr=2.0094e-05) (hash(x)=144918643)
|
| 1040 |
+
8640 train 4.103380 (lr=2.0079e-05) (hash(x)=149721879)
|
| 1041 |
+
8650 train 4.176823 (lr=2.0065e-05) (hash(x)=157684127)
|
| 1042 |
+
8660 train 4.177157 (lr=2.0053e-05) (hash(x)=152426036)
|
| 1043 |
+
8670 train 4.079011 (lr=2.0042e-05) (hash(x)=141396342)
|
| 1044 |
+
8680 train 4.197928 (lr=2.0032e-05) (hash(x)=146459856)
|
| 1045 |
+
8690 train 4.276552 (lr=2.0023e-05) (hash(x)=151766124)
|
| 1046 |
+
8700 val loss 4.2146
|
| 1047 |
+
8700 val perplexity 67.6705
|
| 1048 |
+
8700 train 4.418008 (lr=2.0016e-05) (hash(x)=152910357)
|
| 1049 |
+
8710 train 4.221392 (lr=2.0010e-05) (hash(x)=149724642)
|
| 1050 |
+
8720 train 4.146652 (lr=2.0006e-05) (hash(x)=152483840)
|
| 1051 |
+
8730 train 4.123717 (lr=2.0003e-05) (hash(x)=147289415)
|
| 1052 |
+
8740 train 4.167049 (lr=2.0001e-05) (hash(x)=152254131)
|
| 1053 |
+
8749 val loss 4.2154
|
| 1054 |
+
8749 val perplexity 67.7183
|
lr2e-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 sha256:80af035c29db10c47090f16ed0228f4c53371e0dc288c0edb144b4d3270e5984
|
| 3 |
+
size 92843394
|
lr2e-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 sha256:98658f80391492412c89f5266e7814b20ba0a6badfea583718751cdad63c4c39
|
| 3 |
+
size 179406214
|