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mtg_1000_subset_wav2vec2_100k_gtzan_20s_model
This model is a fine-tuned version of facebook/wav2vec2-base-100k-voxpopuli on the gtzan dataset. It achieves the following results on the evaluation set:
- Loss: 1.5993
- Accuracy: 0.54
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 3e-05
- train_batch_size: 64
- eval_batch_size: 64
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 256
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 1000
Training results
Training Loss | Epoch | Step | Validation Loss | Accuracy |
---|---|---|---|---|
No log | 0.92 | 3 | 2.3027 | 0.115 |
No log | 1.85 | 6 | 2.3027 | 0.115 |
No log | 2.77 | 9 | 2.3027 | 0.115 |
2.3027 | 4.0 | 13 | 2.3026 | 0.115 |
2.3027 | 4.92 | 16 | 2.3023 | 0.09 |
2.3027 | 5.85 | 19 | 2.3023 | 0.09 |
2.3026 | 6.77 | 22 | 2.3023 | 0.09 |
2.3026 | 8.0 | 26 | 2.3021 | 0.08 |
2.3026 | 8.92 | 29 | 2.3017 | 0.095 |
2.3029 | 9.85 | 32 | 2.3017 | 0.095 |
2.3029 | 10.77 | 35 | 2.3017 | 0.095 |
2.3029 | 12.0 | 39 | 2.3016 | 0.13 |
2.3027 | 12.92 | 42 | 2.3019 | 0.12 |
2.3027 | 13.85 | 45 | 2.3019 | 0.12 |
2.3027 | 14.77 | 48 | 2.3019 | 0.12 |
2.3021 | 16.0 | 52 | 2.3021 | 0.13 |
2.3021 | 16.92 | 55 | 2.3023 | 0.095 |
2.3021 | 17.85 | 58 | 2.3023 | 0.095 |
2.3026 | 18.77 | 61 | 2.3023 | 0.095 |
2.3026 | 20.0 | 65 | 2.3024 | 0.095 |
2.3026 | 20.92 | 68 | 2.3031 | 0.08 |
2.3019 | 21.85 | 71 | 2.3031 | 0.08 |
2.3019 | 22.77 | 74 | 2.3031 | 0.08 |
2.3019 | 24.0 | 78 | 2.3033 | 0.095 |
2.3023 | 24.92 | 81 | 2.3037 | 0.105 |
2.3023 | 25.85 | 84 | 2.3037 | 0.105 |
2.3023 | 26.77 | 87 | 2.3037 | 0.105 |
2.3022 | 28.0 | 91 | 2.3039 | 0.1 |
2.3022 | 28.92 | 94 | 2.3044 | 0.095 |
2.3022 | 29.85 | 97 | 2.3044 | 0.095 |
2.3012 | 30.77 | 100 | 2.3044 | 0.095 |
2.3012 | 32.0 | 104 | 2.3046 | 0.095 |
2.3012 | 32.92 | 107 | 2.3050 | 0.095 |
2.302 | 33.85 | 110 | 2.3050 | 0.095 |
2.302 | 34.77 | 113 | 2.3050 | 0.095 |
2.302 | 36.0 | 117 | 2.3052 | 0.095 |
2.3007 | 36.92 | 120 | 2.3054 | 0.1 |
2.3007 | 37.85 | 123 | 2.3054 | 0.1 |
2.3007 | 38.77 | 126 | 2.3054 | 0.1 |
2.3011 | 40.0 | 130 | 2.3054 | 0.095 |
2.3011 | 40.92 | 133 | 2.3058 | 0.095 |
2.3011 | 41.85 | 136 | 2.3058 | 0.095 |
2.3011 | 42.77 | 139 | 2.3058 | 0.095 |
2.3002 | 44.0 | 143 | 2.3059 | 0.095 |
2.3002 | 44.92 | 146 | 2.3063 | 0.095 |
2.3002 | 45.85 | 149 | 2.3063 | 0.095 |
2.3005 | 46.77 | 152 | 2.3063 | 0.095 |
2.3005 | 48.0 | 156 | 2.3066 | 0.07 |
2.3005 | 48.92 | 159 | 2.3062 | 0.075 |
2.3 | 49.85 | 162 | 2.3062 | 0.075 |
2.3 | 50.77 | 165 | 2.3062 | 0.075 |
2.3 | 52.0 | 169 | 2.3059 | 0.07 |
2.2999 | 52.92 | 172 | 2.2950 | 0.14 |
2.2999 | 53.85 | 175 | 2.2950 | 0.14 |
2.2999 | 54.77 | 178 | 2.2950 | 0.14 |
2.2934 | 56.0 | 182 | 2.2909 | 0.175 |
2.2934 | 56.92 | 185 | 2.2860 | 0.185 |
2.2934 | 57.85 | 188 | 2.2860 | 0.185 |
2.2886 | 58.77 | 191 | 2.2860 | 0.185 |
2.2886 | 60.0 | 195 | 2.2842 | 0.185 |
2.2886 | 60.92 | 198 | 2.2768 | 0.165 |
2.2823 | 61.85 | 201 | 2.2768 | 0.165 |
2.2823 | 62.77 | 204 | 2.2768 | 0.165 |
2.2823 | 64.0 | 208 | 2.2732 | 0.175 |
2.2749 | 64.92 | 211 | 2.2589 | 0.195 |
2.2749 | 65.85 | 214 | 2.2589 | 0.195 |
2.2749 | 66.77 | 217 | 2.2589 | 0.195 |
2.2649 | 68.0 | 221 | 2.2532 | 0.235 |
2.2649 | 68.92 | 224 | 2.2411 | 0.275 |
2.2649 | 69.85 | 227 | 2.2411 | 0.275 |
2.2566 | 70.77 | 230 | 2.2411 | 0.275 |
2.2566 | 72.0 | 234 | 2.2345 | 0.3 |
2.2566 | 72.92 | 237 | 2.2130 | 0.32 |
2.2388 | 73.85 | 240 | 2.2130 | 0.32 |
2.2388 | 74.77 | 243 | 2.2130 | 0.32 |
2.2388 | 76.0 | 247 | 2.2082 | 0.305 |
2.2213 | 76.92 | 250 | 2.1906 | 0.31 |
2.2213 | 77.85 | 253 | 2.1906 | 0.31 |
2.2213 | 78.77 | 256 | 2.1906 | 0.31 |
2.2032 | 80.0 | 260 | 2.1861 | 0.28 |
2.2032 | 80.92 | 263 | 2.1597 | 0.32 |
2.2032 | 81.85 | 266 | 2.1597 | 0.32 |
2.2032 | 82.77 | 269 | 2.1597 | 0.32 |
2.1777 | 84.0 | 273 | 2.1545 | 0.305 |
2.1777 | 84.92 | 276 | 2.1442 | 0.305 |
2.1777 | 85.85 | 279 | 2.1442 | 0.305 |
2.1586 | 86.77 | 282 | 2.1442 | 0.305 |
2.1586 | 88.0 | 286 | 2.1246 | 0.33 |
2.1586 | 88.92 | 289 | 2.1117 | 0.33 |
2.1438 | 89.85 | 292 | 2.1117 | 0.33 |
2.1438 | 90.77 | 295 | 2.1117 | 0.33 |
2.1438 | 92.0 | 299 | 2.0970 | 0.335 |
2.1277 | 92.92 | 302 | 2.1166 | 0.3 |
2.1277 | 93.85 | 305 | 2.1166 | 0.3 |
2.1277 | 94.77 | 308 | 2.1166 | 0.3 |
2.1135 | 96.0 | 312 | 2.1209 | 0.3 |
2.1135 | 96.92 | 315 | 2.0681 | 0.36 |
2.1135 | 97.85 | 318 | 2.0681 | 0.36 |
2.0923 | 98.77 | 321 | 2.0681 | 0.36 |
2.0923 | 100.0 | 325 | 2.0695 | 0.35 |
2.0923 | 100.92 | 328 | 2.0491 | 0.345 |
2.0757 | 101.85 | 331 | 2.0491 | 0.345 |
2.0757 | 102.77 | 334 | 2.0491 | 0.345 |
2.0757 | 104.0 | 338 | 2.0435 | 0.33 |
2.0582 | 104.92 | 341 | 2.0272 | 0.37 |
2.0582 | 105.85 | 344 | 2.0272 | 0.37 |
2.0582 | 106.77 | 347 | 2.0272 | 0.37 |
2.0384 | 108.0 | 351 | 2.0264 | 0.365 |
2.0384 | 108.92 | 354 | 2.0044 | 0.34 |
2.0384 | 109.85 | 357 | 2.0044 | 0.34 |
2.0138 | 110.77 | 360 | 2.0044 | 0.34 |
2.0138 | 112.0 | 364 | 1.9942 | 0.34 |
2.0138 | 112.92 | 367 | 1.9761 | 0.35 |
1.9976 | 113.85 | 370 | 1.9761 | 0.35 |
1.9976 | 114.77 | 373 | 1.9761 | 0.35 |
1.9976 | 116.0 | 377 | 1.9888 | 0.335 |
1.9671 | 116.92 | 380 | 1.9734 | 0.38 |
1.9671 | 117.85 | 383 | 1.9734 | 0.38 |
1.9671 | 118.77 | 386 | 1.9734 | 0.38 |
1.9752 | 120.0 | 390 | 1.9611 | 0.385 |
1.9752 | 120.92 | 393 | 1.9483 | 0.365 |
1.9752 | 121.85 | 396 | 1.9483 | 0.365 |
1.9752 | 122.77 | 399 | 1.9483 | 0.365 |
1.9507 | 124.0 | 403 | 1.9519 | 0.37 |
1.9507 | 124.92 | 406 | 1.9436 | 0.365 |
1.9507 | 125.85 | 409 | 1.9436 | 0.365 |
1.9244 | 126.77 | 412 | 1.9436 | 0.365 |
1.9244 | 128.0 | 416 | 1.9269 | 0.37 |
1.9244 | 128.92 | 419 | 1.9102 | 0.385 |
1.9209 | 129.85 | 422 | 1.9102 | 0.385 |
1.9209 | 130.77 | 425 | 1.9102 | 0.385 |
1.9209 | 132.0 | 429 | 1.9141 | 0.375 |
1.9043 | 132.92 | 432 | 1.9301 | 0.39 |
1.9043 | 133.85 | 435 | 1.9301 | 0.39 |
1.9043 | 134.77 | 438 | 1.9301 | 0.39 |
1.8868 | 136.0 | 442 | 1.9389 | 0.395 |
1.8868 | 136.92 | 445 | 1.9010 | 0.4 |
1.8868 | 137.85 | 448 | 1.9010 | 0.4 |
1.8945 | 138.77 | 451 | 1.9010 | 0.4 |
1.8945 | 140.0 | 455 | 1.9045 | 0.385 |
1.8945 | 140.92 | 458 | 1.8903 | 0.37 |
1.8648 | 141.85 | 461 | 1.8903 | 0.37 |
1.8648 | 142.77 | 464 | 1.8903 | 0.37 |
1.8648 | 144.0 | 468 | 1.8820 | 0.385 |
1.8293 | 144.92 | 471 | 1.8632 | 0.395 |
1.8293 | 145.85 | 474 | 1.8632 | 0.395 |
1.8293 | 146.77 | 477 | 1.8632 | 0.395 |
1.8338 | 148.0 | 481 | 1.8690 | 0.41 |
1.8338 | 148.92 | 484 | 1.8704 | 0.39 |
1.8338 | 149.85 | 487 | 1.8704 | 0.39 |
1.8071 | 150.77 | 490 | 1.8704 | 0.39 |
1.8071 | 152.0 | 494 | 1.8669 | 0.4 |
1.8071 | 152.92 | 497 | 1.8496 | 0.405 |
1.798 | 153.85 | 500 | 1.8496 | 0.405 |
1.798 | 154.77 | 503 | 1.8496 | 0.405 |
1.798 | 156.0 | 507 | 1.8450 | 0.395 |
1.8026 | 156.92 | 510 | 1.8484 | 0.39 |
1.8026 | 157.85 | 513 | 1.8484 | 0.39 |
1.8026 | 158.77 | 516 | 1.8484 | 0.39 |
1.7885 | 160.0 | 520 | 1.8558 | 0.4 |
1.7885 | 160.92 | 523 | 1.8472 | 0.405 |
1.7885 | 161.85 | 526 | 1.8472 | 0.405 |
1.7885 | 162.77 | 529 | 1.8472 | 0.405 |
1.7486 | 164.0 | 533 | 1.8476 | 0.41 |
1.7486 | 164.92 | 536 | 1.8640 | 0.375 |
1.7486 | 165.85 | 539 | 1.8640 | 0.375 |
1.7461 | 166.77 | 542 | 1.8640 | 0.375 |
1.7461 | 168.0 | 546 | 1.8572 | 0.38 |
1.7461 | 168.92 | 549 | 1.8338 | 0.375 |
1.7274 | 169.85 | 552 | 1.8338 | 0.375 |
1.7274 | 170.77 | 555 | 1.8338 | 0.375 |
1.7274 | 172.0 | 559 | 1.8231 | 0.395 |
1.7151 | 172.92 | 562 | 1.8308 | 0.39 |
1.7151 | 173.85 | 565 | 1.8308 | 0.39 |
1.7151 | 174.77 | 568 | 1.8308 | 0.39 |
1.7063 | 176.0 | 572 | 1.8191 | 0.395 |
1.7063 | 176.92 | 575 | 1.8221 | 0.37 |
1.7063 | 177.85 | 578 | 1.8221 | 0.37 |
1.6876 | 178.77 | 581 | 1.8221 | 0.37 |
1.6876 | 180.0 | 585 | 1.8210 | 0.38 |
1.6876 | 180.92 | 588 | 1.8089 | 0.42 |
1.6788 | 181.85 | 591 | 1.8089 | 0.42 |
1.6788 | 182.77 | 594 | 1.8089 | 0.42 |
1.6788 | 184.0 | 598 | 1.8020 | 0.405 |
1.6973 | 184.92 | 601 | 1.8015 | 0.385 |
1.6973 | 185.85 | 604 | 1.8015 | 0.385 |
1.6973 | 186.77 | 607 | 1.8015 | 0.385 |
1.6507 | 188.0 | 611 | 1.8068 | 0.39 |
1.6507 | 188.92 | 614 | 1.7807 | 0.415 |
1.6507 | 189.85 | 617 | 1.7807 | 0.415 |
1.6205 | 190.77 | 620 | 1.7807 | 0.415 |
1.6205 | 192.0 | 624 | 1.7832 | 0.415 |
1.6205 | 192.92 | 627 | 1.7791 | 0.425 |
1.6244 | 193.85 | 630 | 1.7791 | 0.425 |
1.6244 | 194.77 | 633 | 1.7791 | 0.425 |
1.6244 | 196.0 | 637 | 1.7750 | 0.425 |
1.6004 | 196.92 | 640 | 1.7881 | 0.425 |
1.6004 | 197.85 | 643 | 1.7881 | 0.425 |
1.6004 | 198.77 | 646 | 1.7881 | 0.425 |
1.635 | 200.0 | 650 | 1.7812 | 0.425 |
1.635 | 200.92 | 653 | 1.7683 | 0.43 |
1.635 | 201.85 | 656 | 1.7683 | 0.43 |
1.635 | 202.77 | 659 | 1.7683 | 0.43 |
1.6181 | 204.0 | 663 | 1.7604 | 0.46 |
1.6181 | 204.92 | 666 | 1.7659 | 0.445 |
1.6181 | 205.85 | 669 | 1.7659 | 0.445 |
1.5836 | 206.77 | 672 | 1.7659 | 0.445 |
1.5836 | 208.0 | 676 | 1.7696 | 0.425 |
1.5836 | 208.92 | 679 | 1.7747 | 0.39 |
1.5903 | 209.85 | 682 | 1.7747 | 0.39 |
1.5903 | 210.77 | 685 | 1.7747 | 0.39 |
1.5903 | 212.0 | 689 | 1.7600 | 0.415 |
1.5589 | 212.92 | 692 | 1.7540 | 0.455 |
1.5589 | 213.85 | 695 | 1.7540 | 0.455 |
1.5589 | 214.77 | 698 | 1.7540 | 0.455 |
1.5805 | 216.0 | 702 | 1.7529 | 0.465 |
1.5805 | 216.92 | 705 | 1.7408 | 0.445 |
1.5805 | 217.85 | 708 | 1.7408 | 0.445 |
1.5115 | 218.77 | 711 | 1.7408 | 0.445 |
1.5115 | 220.0 | 715 | 1.7365 | 0.425 |
1.5115 | 220.92 | 718 | 1.7502 | 0.42 |
1.5446 | 221.85 | 721 | 1.7502 | 0.42 |
1.5446 | 222.77 | 724 | 1.7502 | 0.42 |
1.5446 | 224.0 | 728 | 1.7491 | 0.455 |
1.5378 | 224.92 | 731 | 1.7537 | 0.455 |
1.5378 | 225.85 | 734 | 1.7537 | 0.455 |
1.5378 | 226.77 | 737 | 1.7537 | 0.455 |
1.5412 | 228.0 | 741 | 1.7499 | 0.46 |
1.5412 | 228.92 | 744 | 1.7391 | 0.435 |
1.5412 | 229.85 | 747 | 1.7391 | 0.435 |
1.5198 | 230.77 | 750 | 1.7391 | 0.435 |
1.5198 | 232.0 | 754 | 1.7586 | 0.435 |
1.5198 | 232.92 | 757 | 1.7038 | 0.435 |
1.5257 | 233.85 | 760 | 1.7038 | 0.435 |
1.5257 | 234.77 | 763 | 1.7038 | 0.435 |
1.5257 | 236.0 | 767 | 1.6939 | 0.44 |
1.5059 | 236.92 | 770 | 1.7043 | 0.445 |
1.5059 | 237.85 | 773 | 1.7043 | 0.445 |
1.5059 | 238.77 | 776 | 1.7043 | 0.445 |
1.4747 | 240.0 | 780 | 1.7117 | 0.465 |
1.4747 | 240.92 | 783 | 1.7202 | 0.435 |
1.4747 | 241.85 | 786 | 1.7202 | 0.435 |
1.4747 | 242.77 | 789 | 1.7202 | 0.435 |
1.4687 | 244.0 | 793 | 1.7150 | 0.445 |
1.4687 | 244.92 | 796 | 1.6894 | 0.46 |
1.4687 | 245.85 | 799 | 1.6894 | 0.46 |
1.5002 | 246.77 | 802 | 1.6894 | 0.46 |
1.5002 | 248.0 | 806 | 1.6899 | 0.47 |
1.5002 | 248.92 | 809 | 1.6932 | 0.445 |
1.4511 | 249.85 | 812 | 1.6932 | 0.445 |
1.4511 | 250.77 | 815 | 1.6932 | 0.445 |
1.4511 | 252.0 | 819 | 1.7084 | 0.45 |
1.4723 | 252.92 | 822 | 1.7174 | 0.45 |
1.4723 | 253.85 | 825 | 1.7174 | 0.45 |
1.4723 | 254.77 | 828 | 1.7174 | 0.45 |
1.4263 | 256.0 | 832 | 1.7128 | 0.45 |
1.4263 | 256.92 | 835 | 1.7134 | 0.46 |
1.4263 | 257.85 | 838 | 1.7134 | 0.46 |
1.4344 | 258.77 | 841 | 1.7134 | 0.46 |
1.4344 | 260.0 | 845 | 1.7223 | 0.43 |
1.4344 | 260.92 | 848 | 1.7069 | 0.435 |
1.4172 | 261.85 | 851 | 1.7069 | 0.435 |
1.4172 | 262.77 | 854 | 1.7069 | 0.435 |
1.4172 | 264.0 | 858 | 1.6933 | 0.465 |
1.4195 | 264.92 | 861 | 1.7002 | 0.455 |
1.4195 | 265.85 | 864 | 1.7002 | 0.455 |
1.4195 | 266.77 | 867 | 1.7002 | 0.455 |
1.4364 | 268.0 | 871 | 1.6951 | 0.45 |
1.4364 | 268.92 | 874 | 1.7066 | 0.455 |
1.4364 | 269.85 | 877 | 1.7066 | 0.455 |
1.4184 | 270.77 | 880 | 1.7066 | 0.455 |
1.4184 | 272.0 | 884 | 1.7052 | 0.455 |
1.4184 | 272.92 | 887 | 1.6778 | 0.475 |
1.4076 | 273.85 | 890 | 1.6778 | 0.475 |
1.4076 | 274.77 | 893 | 1.6778 | 0.475 |
1.4076 | 276.0 | 897 | 1.6725 | 0.455 |
1.3983 | 276.92 | 900 | 1.7252 | 0.425 |
1.3983 | 277.85 | 903 | 1.7252 | 0.425 |
1.3983 | 278.77 | 906 | 1.7252 | 0.425 |
1.4195 | 280.0 | 910 | 1.7199 | 0.435 |
1.4195 | 280.92 | 913 | 1.6574 | 0.495 |
1.4195 | 281.85 | 916 | 1.6574 | 0.495 |
1.4195 | 282.77 | 919 | 1.6574 | 0.495 |
1.3799 | 284.0 | 923 | 1.6598 | 0.525 |
1.3799 | 284.92 | 926 | 1.6757 | 0.47 |
1.3799 | 285.85 | 929 | 1.6757 | 0.47 |
1.3728 | 286.77 | 932 | 1.6757 | 0.47 |
1.3728 | 288.0 | 936 | 1.6936 | 0.45 |
1.3728 | 288.92 | 939 | 1.7200 | 0.42 |
1.3784 | 289.85 | 942 | 1.7200 | 0.42 |
1.3784 | 290.77 | 945 | 1.7200 | 0.42 |
1.3784 | 292.0 | 949 | 1.7122 | 0.43 |
1.3171 | 292.92 | 952 | 1.6817 | 0.445 |
1.3171 | 293.85 | 955 | 1.6817 | 0.445 |
1.3171 | 294.77 | 958 | 1.6817 | 0.445 |
1.335 | 296.0 | 962 | 1.6815 | 0.45 |
1.335 | 296.92 | 965 | 1.7123 | 0.45 |
1.335 | 297.85 | 968 | 1.7123 | 0.45 |
1.2925 | 298.77 | 971 | 1.7123 | 0.45 |
1.2925 | 300.0 | 975 | 1.7047 | 0.43 |
1.2925 | 300.92 | 978 | 1.6601 | 0.455 |
1.3106 | 301.85 | 981 | 1.6601 | 0.455 |
1.3106 | 302.77 | 984 | 1.6601 | 0.455 |
1.3106 | 304.0 | 988 | 1.6625 | 0.465 |
1.3055 | 304.92 | 991 | 1.7039 | 0.43 |
1.3055 | 305.85 | 994 | 1.7039 | 0.43 |
1.3055 | 306.77 | 997 | 1.7039 | 0.43 |
1.285 | 308.0 | 1001 | 1.7123 | 0.42 |
1.285 | 308.92 | 1004 | 1.6554 | 0.475 |
1.285 | 309.85 | 1007 | 1.6554 | 0.475 |
1.2818 | 310.77 | 1010 | 1.6554 | 0.475 |
1.2818 | 312.0 | 1014 | 1.6526 | 0.455 |
1.2818 | 312.92 | 1017 | 1.6686 | 0.435 |
1.2633 | 313.85 | 1020 | 1.6686 | 0.435 |
1.2633 | 314.77 | 1023 | 1.6686 | 0.435 |
1.2633 | 316.0 | 1027 | 1.6783 | 0.465 |
1.253 | 316.92 | 1030 | 1.6841 | 0.46 |
1.253 | 317.85 | 1033 | 1.6841 | 0.46 |
1.253 | 318.77 | 1036 | 1.6841 | 0.46 |
1.2271 | 320.0 | 1040 | 1.6770 | 0.47 |
1.2271 | 320.92 | 1043 | 1.6640 | 0.465 |
1.2271 | 321.85 | 1046 | 1.6640 | 0.465 |
1.2271 | 322.77 | 1049 | 1.6640 | 0.465 |
1.2632 | 324.0 | 1053 | 1.6581 | 0.475 |
1.2632 | 324.92 | 1056 | 1.6465 | 0.455 |
1.2632 | 325.85 | 1059 | 1.6465 | 0.455 |
1.2376 | 326.77 | 1062 | 1.6465 | 0.455 |
1.2376 | 328.0 | 1066 | 1.6669 | 0.44 |
1.2376 | 328.92 | 1069 | 1.7027 | 0.425 |
1.2664 | 329.85 | 1072 | 1.7027 | 0.425 |
1.2664 | 330.77 | 1075 | 1.7027 | 0.425 |
1.2664 | 332.0 | 1079 | 1.6881 | 0.455 |
1.2196 | 332.92 | 1082 | 1.6698 | 0.485 |
1.2196 | 333.85 | 1085 | 1.6698 | 0.485 |
1.2196 | 334.77 | 1088 | 1.6698 | 0.485 |
1.1845 | 336.0 | 1092 | 1.6783 | 0.47 |
1.1845 | 336.92 | 1095 | 1.6427 | 0.485 |
1.1845 | 337.85 | 1098 | 1.6427 | 0.485 |
1.1928 | 338.77 | 1101 | 1.6427 | 0.485 |
1.1928 | 340.0 | 1105 | 1.6168 | 0.5 |
1.1928 | 340.92 | 1108 | 1.6246 | 0.465 |
1.1531 | 341.85 | 1111 | 1.6246 | 0.465 |
1.1531 | 342.77 | 1114 | 1.6246 | 0.465 |
1.1531 | 344.0 | 1118 | 1.6172 | 0.47 |
1.2185 | 344.92 | 1121 | 1.6036 | 0.48 |
1.2185 | 345.85 | 1124 | 1.6036 | 0.48 |
1.2185 | 346.77 | 1127 | 1.6036 | 0.48 |
1.1618 | 348.0 | 1131 | 1.6359 | 0.47 |
1.1618 | 348.92 | 1134 | 1.6307 | 0.49 |
1.1618 | 349.85 | 1137 | 1.6307 | 0.49 |
1.1689 | 350.77 | 1140 | 1.6307 | 0.49 |
1.1689 | 352.0 | 1144 | 1.6473 | 0.47 |
1.1689 | 352.92 | 1147 | 1.6636 | 0.47 |
1.1362 | 353.85 | 1150 | 1.6636 | 0.47 |
1.1362 | 354.77 | 1153 | 1.6636 | 0.47 |
1.1362 | 356.0 | 1157 | 1.6411 | 0.475 |
1.1225 | 356.92 | 1160 | 1.5873 | 0.53 |
1.1225 | 357.85 | 1163 | 1.5873 | 0.53 |
1.1225 | 358.77 | 1166 | 1.5873 | 0.53 |
1.1597 | 360.0 | 1170 | 1.6019 | 0.49 |
1.1597 | 360.92 | 1173 | 1.6737 | 0.445 |
1.1597 | 361.85 | 1176 | 1.6737 | 0.445 |
1.1597 | 362.77 | 1179 | 1.6737 | 0.445 |
1.1521 | 364.0 | 1183 | 1.6960 | 0.45 |
1.1521 | 364.92 | 1186 | 1.6430 | 0.49 |
1.1521 | 365.85 | 1189 | 1.6430 | 0.49 |
1.1121 | 366.77 | 1192 | 1.6430 | 0.49 |
1.1121 | 368.0 | 1196 | 1.6428 | 0.475 |
1.1121 | 368.92 | 1199 | 1.6265 | 0.47 |
1.0901 | 369.85 | 1202 | 1.6265 | 0.47 |
1.0901 | 370.77 | 1205 | 1.6265 | 0.47 |
1.0901 | 372.0 | 1209 | 1.6285 | 0.475 |
1.1149 | 372.92 | 1212 | 1.6503 | 0.47 |
1.1149 | 373.85 | 1215 | 1.6503 | 0.47 |
1.1149 | 374.77 | 1218 | 1.6503 | 0.47 |
1.0855 | 376.0 | 1222 | 1.6766 | 0.45 |
1.0855 | 376.92 | 1225 | 1.6813 | 0.475 |
1.0855 | 377.85 | 1228 | 1.6813 | 0.475 |
1.0752 | 378.77 | 1231 | 1.6813 | 0.475 |
1.0752 | 380.0 | 1235 | 1.6680 | 0.48 |
1.0752 | 380.92 | 1238 | 1.6251 | 0.51 |
1.0823 | 381.85 | 1241 | 1.6251 | 0.51 |
1.0823 | 382.77 | 1244 | 1.6251 | 0.51 |
1.0823 | 384.0 | 1248 | 1.6719 | 0.44 |
1.0659 | 384.92 | 1251 | 1.6406 | 0.46 |
1.0659 | 385.85 | 1254 | 1.6406 | 0.46 |
1.0659 | 386.77 | 1257 | 1.6406 | 0.46 |
1.0441 | 388.0 | 1261 | 1.6323 | 0.49 |
1.0441 | 388.92 | 1264 | 1.6018 | 0.48 |
1.0441 | 389.85 | 1267 | 1.6018 | 0.48 |
1.0856 | 390.77 | 1270 | 1.6018 | 0.48 |
1.0856 | 392.0 | 1274 | 1.6034 | 0.485 |
1.0856 | 392.92 | 1277 | 1.6151 | 0.485 |
1.0468 | 393.85 | 1280 | 1.6151 | 0.485 |
1.0468 | 394.77 | 1283 | 1.6151 | 0.485 |
1.0468 | 396.0 | 1287 | 1.6274 | 0.47 |
1.0667 | 396.92 | 1290 | 1.6675 | 0.46 |
1.0667 | 397.85 | 1293 | 1.6675 | 0.46 |
1.0667 | 398.77 | 1296 | 1.6675 | 0.46 |
0.999 | 400.0 | 1300 | 1.6496 | 0.455 |
0.999 | 400.92 | 1303 | 1.6112 | 0.495 |
0.999 | 401.85 | 1306 | 1.6112 | 0.495 |
0.999 | 402.77 | 1309 | 1.6112 | 0.495 |
1.0227 | 404.0 | 1313 | 1.6193 | 0.5 |
1.0227 | 404.92 | 1316 | 1.6240 | 0.47 |
1.0227 | 405.85 | 1319 | 1.6240 | 0.47 |
1.0272 | 406.77 | 1322 | 1.6240 | 0.47 |
1.0272 | 408.0 | 1326 | 1.6228 | 0.465 |
1.0272 | 408.92 | 1329 | 1.6225 | 0.49 |
1.0045 | 409.85 | 1332 | 1.6225 | 0.49 |
1.0045 | 410.77 | 1335 | 1.6225 | 0.49 |
1.0045 | 412.0 | 1339 | 1.6248 | 0.49 |
0.994 | 412.92 | 1342 | 1.6115 | 0.49 |
0.994 | 413.85 | 1345 | 1.6115 | 0.49 |
0.994 | 414.77 | 1348 | 1.6115 | 0.49 |
0.9966 | 416.0 | 1352 | 1.6062 | 0.49 |
0.9966 | 416.92 | 1355 | 1.6053 | 0.47 |
0.9966 | 417.85 | 1358 | 1.6053 | 0.47 |
0.9781 | 418.77 | 1361 | 1.6053 | 0.47 |
0.9781 | 420.0 | 1365 | 1.6073 | 0.465 |
0.9781 | 420.92 | 1368 | 1.6270 | 0.475 |
0.9529 | 421.85 | 1371 | 1.6270 | 0.475 |
0.9529 | 422.77 | 1374 | 1.6270 | 0.475 |
0.9529 | 424.0 | 1378 | 1.6322 | 0.475 |
0.9696 | 424.92 | 1381 | 1.6120 | 0.47 |
0.9696 | 425.85 | 1384 | 1.6120 | 0.47 |
0.9696 | 426.77 | 1387 | 1.6120 | 0.47 |
0.9772 | 428.0 | 1391 | 1.6056 | 0.49 |
0.9772 | 428.92 | 1394 | 1.6307 | 0.465 |
0.9772 | 429.85 | 1397 | 1.6307 | 0.465 |
0.9949 | 430.77 | 1400 | 1.6307 | 0.465 |
0.9949 | 432.0 | 1404 | 1.6317 | 0.485 |
0.9949 | 432.92 | 1407 | 1.6094 | 0.525 |
0.9609 | 433.85 | 1410 | 1.6094 | 0.525 |
0.9609 | 434.77 | 1413 | 1.6094 | 0.525 |
0.9609 | 436.0 | 1417 | 1.5865 | 0.525 |
0.9697 | 436.92 | 1420 | 1.5844 | 0.475 |
0.9697 | 437.85 | 1423 | 1.5844 | 0.475 |
0.9697 | 438.77 | 1426 | 1.5844 | 0.475 |
0.9393 | 440.0 | 1430 | 1.5838 | 0.48 |
0.9393 | 440.92 | 1433 | 1.5610 | 0.525 |
0.9393 | 441.85 | 1436 | 1.5610 | 0.525 |
0.9393 | 442.77 | 1439 | 1.5610 | 0.525 |
0.9521 | 444.0 | 1443 | 1.5610 | 0.505 |
0.9521 | 444.92 | 1446 | 1.5670 | 0.505 |
0.9521 | 445.85 | 1449 | 1.5670 | 0.505 |
0.9263 | 446.77 | 1452 | 1.5670 | 0.505 |
0.9263 | 448.0 | 1456 | 1.5726 | 0.495 |
0.9263 | 448.92 | 1459 | 1.5976 | 0.495 |
0.9326 | 449.85 | 1462 | 1.5976 | 0.495 |
0.9326 | 450.77 | 1465 | 1.5976 | 0.495 |
0.9326 | 452.0 | 1469 | 1.5919 | 0.5 |
0.9113 | 452.92 | 1472 | 1.5798 | 0.485 |
0.9113 | 453.85 | 1475 | 1.5798 | 0.485 |
0.9113 | 454.77 | 1478 | 1.5798 | 0.485 |
0.8908 | 456.0 | 1482 | 1.5972 | 0.485 |
0.8908 | 456.92 | 1485 | 1.6407 | 0.455 |
0.8908 | 457.85 | 1488 | 1.6407 | 0.455 |
0.9083 | 458.77 | 1491 | 1.6407 | 0.455 |
0.9083 | 460.0 | 1495 | 1.6098 | 0.475 |
0.9083 | 460.92 | 1498 | 1.5813 | 0.505 |
0.9252 | 461.85 | 1501 | 1.5813 | 0.505 |
0.9252 | 462.77 | 1504 | 1.5813 | 0.505 |
0.9252 | 464.0 | 1508 | 1.5970 | 0.495 |
0.9213 | 464.92 | 1511 | 1.6391 | 0.49 |
0.9213 | 465.85 | 1514 | 1.6391 | 0.49 |
0.9213 | 466.77 | 1517 | 1.6391 | 0.49 |
0.8655 | 468.0 | 1521 | 1.6483 | 0.48 |
0.8655 | 468.92 | 1524 | 1.6465 | 0.475 |
0.8655 | 469.85 | 1527 | 1.6465 | 0.475 |
0.86 | 470.77 | 1530 | 1.6465 | 0.475 |
0.86 | 472.0 | 1534 | 1.6248 | 0.475 |
0.86 | 472.92 | 1537 | 1.6011 | 0.485 |
0.8747 | 473.85 | 1540 | 1.6011 | 0.485 |
0.8747 | 474.77 | 1543 | 1.6011 | 0.485 |
0.8747 | 476.0 | 1547 | 1.6071 | 0.49 |
0.8962 | 476.92 | 1550 | 1.6280 | 0.475 |
0.8962 | 477.85 | 1553 | 1.6280 | 0.475 |
0.8962 | 478.77 | 1556 | 1.6280 | 0.475 |
0.8435 | 480.0 | 1560 | 1.6366 | 0.475 |
0.8435 | 480.92 | 1563 | 1.6574 | 0.46 |
0.8435 | 481.85 | 1566 | 1.6574 | 0.46 |
0.8435 | 482.77 | 1569 | 1.6574 | 0.46 |
0.8701 | 484.0 | 1573 | 1.6404 | 0.475 |
0.8701 | 484.92 | 1576 | 1.5647 | 0.555 |
0.8701 | 485.85 | 1579 | 1.5647 | 0.555 |
0.8469 | 486.77 | 1582 | 1.5647 | 0.555 |
0.8469 | 488.0 | 1586 | 1.5566 | 0.555 |
0.8469 | 488.92 | 1589 | 1.5691 | 0.51 |
0.8391 | 489.85 | 1592 | 1.5691 | 0.51 |
0.8391 | 490.77 | 1595 | 1.5691 | 0.51 |
0.8391 | 492.0 | 1599 | 1.5737 | 0.48 |
0.8368 | 492.92 | 1602 | 1.5668 | 0.525 |
0.8368 | 493.85 | 1605 | 1.5668 | 0.525 |
0.8368 | 494.77 | 1608 | 1.5668 | 0.525 |
0.8366 | 496.0 | 1612 | 1.5580 | 0.53 |
0.8366 | 496.92 | 1615 | 1.5598 | 0.55 |
0.8366 | 497.85 | 1618 | 1.5598 | 0.55 |
0.8011 | 498.77 | 1621 | 1.5598 | 0.55 |
0.8011 | 500.0 | 1625 | 1.5711 | 0.55 |
0.8011 | 500.92 | 1628 | 1.6069 | 0.51 |
0.8002 | 501.85 | 1631 | 1.6069 | 0.51 |
0.8002 | 502.77 | 1634 | 1.6069 | 0.51 |
0.8002 | 504.0 | 1638 | 1.6020 | 0.485 |
0.8145 | 504.92 | 1641 | 1.5785 | 0.505 |
0.8145 | 505.85 | 1644 | 1.5785 | 0.505 |
0.8145 | 506.77 | 1647 | 1.5785 | 0.505 |
0.851 | 508.0 | 1651 | 1.5627 | 0.525 |
0.851 | 508.92 | 1654 | 1.5635 | 0.52 |
0.851 | 509.85 | 1657 | 1.5635 | 0.52 |
0.8009 | 510.77 | 1660 | 1.5635 | 0.52 |
0.8009 | 512.0 | 1664 | 1.5532 | 0.52 |
0.8009 | 512.92 | 1667 | 1.5563 | 0.52 |
0.7558 | 513.85 | 1670 | 1.5563 | 0.52 |
0.7558 | 514.77 | 1673 | 1.5563 | 0.52 |
0.7558 | 516.0 | 1677 | 1.5631 | 0.52 |
0.8303 | 516.92 | 1680 | 1.5488 | 0.54 |
0.8303 | 517.85 | 1683 | 1.5488 | 0.54 |
0.8303 | 518.77 | 1686 | 1.5488 | 0.54 |
0.7628 | 520.0 | 1690 | 1.5541 | 0.52 |
0.7628 | 520.92 | 1693 | 1.5456 | 0.535 |
0.7628 | 521.85 | 1696 | 1.5456 | 0.535 |
0.7628 | 522.77 | 1699 | 1.5456 | 0.535 |
0.7979 | 524.0 | 1703 | 1.5514 | 0.505 |
0.7979 | 524.92 | 1706 | 1.5899 | 0.5 |
0.7979 | 525.85 | 1709 | 1.5899 | 0.5 |
0.7898 | 526.77 | 1712 | 1.5899 | 0.5 |
0.7898 | 528.0 | 1716 | 1.5822 | 0.515 |
0.7898 | 528.92 | 1719 | 1.5342 | 0.55 |
0.7727 | 529.85 | 1722 | 1.5342 | 0.55 |
0.7727 | 530.77 | 1725 | 1.5342 | 0.55 |
0.7727 | 532.0 | 1729 | 1.5279 | 0.56 |
0.7839 | 532.92 | 1732 | 1.5751 | 0.505 |
0.7839 | 533.85 | 1735 | 1.5751 | 0.505 |
0.7839 | 534.77 | 1738 | 1.5751 | 0.505 |
0.79 | 536.0 | 1742 | 1.5765 | 0.505 |
0.79 | 536.92 | 1745 | 1.5291 | 0.525 |
0.79 | 537.85 | 1748 | 1.5291 | 0.525 |
0.7929 | 538.77 | 1751 | 1.5291 | 0.525 |
0.7929 | 540.0 | 1755 | 1.5027 | 0.555 |
0.7929 | 540.92 | 1758 | 1.4792 | 0.57 |
0.7803 | 541.85 | 1761 | 1.4792 | 0.57 |
0.7803 | 542.77 | 1764 | 1.4792 | 0.57 |
0.7803 | 544.0 | 1768 | 1.4801 | 0.575 |
0.7685 | 544.92 | 1771 | 1.5232 | 0.535 |
0.7685 | 545.85 | 1774 | 1.5232 | 0.535 |
0.7685 | 546.77 | 1777 | 1.5232 | 0.535 |
0.7703 | 548.0 | 1781 | 1.5210 | 0.52 |
0.7703 | 548.92 | 1784 | 1.5318 | 0.52 |
0.7703 | 549.85 | 1787 | 1.5318 | 0.52 |
0.7409 | 550.77 | 1790 | 1.5318 | 0.52 |
0.7409 | 552.0 | 1794 | 1.5295 | 0.535 |
0.7409 | 552.92 | 1797 | 1.5440 | 0.535 |
0.7399 | 553.85 | 1800 | 1.5440 | 0.535 |
0.7399 | 554.77 | 1803 | 1.5440 | 0.535 |
0.7399 | 556.0 | 1807 | 1.5459 | 0.53 |
0.7123 | 556.92 | 1810 | 1.5601 | 0.52 |
0.7123 | 557.85 | 1813 | 1.5601 | 0.52 |
0.7123 | 558.77 | 1816 | 1.5601 | 0.52 |
0.7778 | 560.0 | 1820 | 1.5591 | 0.525 |
0.7778 | 560.92 | 1823 | 1.5436 | 0.525 |
0.7778 | 561.85 | 1826 | 1.5436 | 0.525 |
0.7778 | 562.77 | 1829 | 1.5436 | 0.525 |
0.7091 | 564.0 | 1833 | 1.5540 | 0.525 |
0.7091 | 564.92 | 1836 | 1.5565 | 0.525 |
0.7091 | 565.85 | 1839 | 1.5565 | 0.525 |
0.7437 | 566.77 | 1842 | 1.5565 | 0.525 |
0.7437 | 568.0 | 1846 | 1.5548 | 0.535 |
0.7437 | 568.92 | 1849 | 1.5490 | 0.53 |
0.7261 | 569.85 | 1852 | 1.5490 | 0.53 |
0.7261 | 570.77 | 1855 | 1.5490 | 0.53 |
0.7261 | 572.0 | 1859 | 1.5565 | 0.52 |
0.7134 | 572.92 | 1862 | 1.5700 | 0.515 |
0.7134 | 573.85 | 1865 | 1.5700 | 0.515 |
0.7134 | 574.77 | 1868 | 1.5700 | 0.515 |
0.7232 | 576.0 | 1872 | 1.5657 | 0.52 |
0.7232 | 576.92 | 1875 | 1.5092 | 0.53 |
0.7232 | 577.85 | 1878 | 1.5092 | 0.53 |
0.6836 | 578.77 | 1881 | 1.5092 | 0.53 |
0.6836 | 580.0 | 1885 | 1.5240 | 0.525 |
0.6836 | 580.92 | 1888 | 1.5359 | 0.535 |
0.6697 | 581.85 | 1891 | 1.5359 | 0.535 |
0.6697 | 582.77 | 1894 | 1.5359 | 0.535 |
0.6697 | 584.0 | 1898 | 1.5294 | 0.535 |
0.6862 | 584.92 | 1901 | 1.5344 | 0.555 |
0.6862 | 585.85 | 1904 | 1.5344 | 0.555 |
0.6862 | 586.77 | 1907 | 1.5344 | 0.555 |
0.7074 | 588.0 | 1911 | 1.5409 | 0.535 |
0.7074 | 588.92 | 1914 | 1.5571 | 0.51 |
0.7074 | 589.85 | 1917 | 1.5571 | 0.51 |
0.6597 | 590.77 | 1920 | 1.5571 | 0.51 |
0.6597 | 592.0 | 1924 | 1.5481 | 0.52 |
0.6597 | 592.92 | 1927 | 1.5369 | 0.55 |
0.6939 | 593.85 | 1930 | 1.5369 | 0.55 |
0.6939 | 594.77 | 1933 | 1.5369 | 0.55 |
0.6939 | 596.0 | 1937 | 1.5081 | 0.565 |
0.7044 | 596.92 | 1940 | 1.5254 | 0.54 |
0.7044 | 597.85 | 1943 | 1.5254 | 0.54 |
0.7044 | 598.77 | 1946 | 1.5254 | 0.54 |
0.6787 | 600.0 | 1950 | 1.5393 | 0.54 |
0.6787 | 600.92 | 1953 | 1.6014 | 0.51 |
0.6787 | 601.85 | 1956 | 1.6014 | 0.51 |
0.6787 | 602.77 | 1959 | 1.6014 | 0.51 |
0.6411 | 604.0 | 1963 | 1.6085 | 0.495 |
0.6411 | 604.92 | 1966 | 1.5900 | 0.515 |
0.6411 | 605.85 | 1969 | 1.5900 | 0.515 |
0.6962 | 606.77 | 1972 | 1.5900 | 0.515 |
0.6962 | 608.0 | 1976 | 1.5706 | 0.53 |
0.6962 | 608.92 | 1979 | 1.5836 | 0.525 |
0.6814 | 609.85 | 1982 | 1.5836 | 0.525 |
0.6814 | 610.77 | 1985 | 1.5836 | 0.525 |
0.6814 | 612.0 | 1989 | 1.5885 | 0.505 |
0.66 | 612.92 | 1992 | 1.5743 | 0.53 |
0.66 | 613.85 | 1995 | 1.5743 | 0.53 |
0.66 | 614.77 | 1998 | 1.5743 | 0.53 |
0.6524 | 616.0 | 2002 | 1.5775 | 0.54 |
0.6524 | 616.92 | 2005 | 1.5682 | 0.55 |
0.6524 | 617.85 | 2008 | 1.5682 | 0.55 |
0.7283 | 618.77 | 2011 | 1.5682 | 0.55 |
0.7283 | 620.0 | 2015 | 1.5526 | 0.545 |
0.7283 | 620.92 | 2018 | 1.5914 | 0.51 |
0.6394 | 621.85 | 2021 | 1.5914 | 0.51 |
0.6394 | 622.77 | 2024 | 1.5914 | 0.51 |
0.6394 | 624.0 | 2028 | 1.6169 | 0.515 |
0.6545 | 624.92 | 2031 | 1.6330 | 0.515 |
0.6545 | 625.85 | 2034 | 1.6330 | 0.515 |
0.6545 | 626.77 | 2037 | 1.6330 | 0.515 |
0.5738 | 628.0 | 2041 | 1.6248 | 0.53 |
0.5738 | 628.92 | 2044 | 1.5907 | 0.53 |
0.5738 | 629.85 | 2047 | 1.5907 | 0.53 |
0.6457 | 630.77 | 2050 | 1.5907 | 0.53 |
0.6457 | 632.0 | 2054 | 1.5892 | 0.54 |
0.6457 | 632.92 | 2057 | 1.6066 | 0.52 |
0.6311 | 633.85 | 2060 | 1.6066 | 0.52 |
0.6311 | 634.77 | 2063 | 1.6066 | 0.52 |
0.6311 | 636.0 | 2067 | 1.6041 | 0.525 |
0.6648 | 636.92 | 2070 | 1.5560 | 0.53 |
0.6648 | 637.85 | 2073 | 1.5560 | 0.53 |
0.6648 | 638.77 | 2076 | 1.5560 | 0.53 |
0.6507 | 640.0 | 2080 | 1.5513 | 0.525 |
0.6507 | 640.92 | 2083 | 1.5715 | 0.54 |
0.6507 | 641.85 | 2086 | 1.5715 | 0.54 |
0.6507 | 642.77 | 2089 | 1.5715 | 0.54 |
0.6237 | 644.0 | 2093 | 1.5741 | 0.53 |
0.6237 | 644.92 | 2096 | 1.5792 | 0.54 |
0.6237 | 645.85 | 2099 | 1.5792 | 0.54 |
0.6303 | 646.77 | 2102 | 1.5792 | 0.54 |
0.6303 | 648.0 | 2106 | 1.5814 | 0.535 |
0.6303 | 648.92 | 2109 | 1.5920 | 0.52 |
0.6216 | 649.85 | 2112 | 1.5920 | 0.52 |
0.6216 | 650.77 | 2115 | 1.5920 | 0.52 |
0.6216 | 652.0 | 2119 | 1.5973 | 0.525 |
0.6113 | 652.92 | 2122 | 1.5692 | 0.54 |
0.6113 | 653.85 | 2125 | 1.5692 | 0.54 |
0.6113 | 654.77 | 2128 | 1.5692 | 0.54 |
0.6372 | 656.0 | 2132 | 1.5653 | 0.54 |
0.6372 | 656.92 | 2135 | 1.5821 | 0.525 |
0.6372 | 657.85 | 2138 | 1.5821 | 0.525 |
0.5952 | 658.77 | 2141 | 1.5821 | 0.525 |
0.5952 | 660.0 | 2145 | 1.5924 | 0.52 |
0.5952 | 660.92 | 2148 | 1.6094 | 0.52 |
0.5989 | 661.85 | 2151 | 1.6094 | 0.52 |
0.5989 | 662.77 | 2154 | 1.6094 | 0.52 |
0.5989 | 664.0 | 2158 | 1.6083 | 0.525 |
0.6016 | 664.92 | 2161 | 1.5980 | 0.515 |
0.6016 | 665.85 | 2164 | 1.5980 | 0.515 |
0.6016 | 666.77 | 2167 | 1.5980 | 0.515 |
0.6222 | 668.0 | 2171 | 1.5898 | 0.525 |
0.6222 | 668.92 | 2174 | 1.5674 | 0.545 |
0.6222 | 669.85 | 2177 | 1.5674 | 0.545 |
0.6209 | 670.77 | 2180 | 1.5674 | 0.545 |
0.6209 | 672.0 | 2184 | 1.5666 | 0.545 |
0.6209 | 672.92 | 2187 | 1.5558 | 0.54 |
0.6197 | 673.85 | 2190 | 1.5558 | 0.54 |
0.6197 | 674.77 | 2193 | 1.5558 | 0.54 |
0.6197 | 676.0 | 2197 | 1.5574 | 0.535 |
0.5932 | 676.92 | 2200 | 1.5785 | 0.535 |
0.5932 | 677.85 | 2203 | 1.5785 | 0.535 |
0.5932 | 678.77 | 2206 | 1.5785 | 0.535 |
0.6198 | 680.0 | 2210 | 1.5810 | 0.535 |
0.6198 | 680.92 | 2213 | 1.5765 | 0.535 |
0.6198 | 681.85 | 2216 | 1.5765 | 0.535 |
0.6198 | 682.77 | 2219 | 1.5765 | 0.535 |
0.5744 | 684.0 | 2223 | 1.5651 | 0.525 |
0.5744 | 684.92 | 2226 | 1.5537 | 0.545 |
0.5744 | 685.85 | 2229 | 1.5537 | 0.545 |
0.6055 | 686.77 | 2232 | 1.5537 | 0.545 |
0.6055 | 688.0 | 2236 | 1.5608 | 0.53 |
0.6055 | 688.92 | 2239 | 1.5881 | 0.53 |
0.5865 | 689.85 | 2242 | 1.5881 | 0.53 |
0.5865 | 690.77 | 2245 | 1.5881 | 0.53 |
0.5865 | 692.0 | 2249 | 1.5870 | 0.53 |
0.5459 | 692.92 | 2252 | 1.5782 | 0.54 |
0.5459 | 693.85 | 2255 | 1.5782 | 0.54 |
0.5459 | 694.77 | 2258 | 1.5782 | 0.54 |
0.5932 | 696.0 | 2262 | 1.5718 | 0.535 |
0.5932 | 696.92 | 2265 | 1.5781 | 0.53 |
0.5932 | 697.85 | 2268 | 1.5781 | 0.53 |
0.597 | 698.77 | 2271 | 1.5781 | 0.53 |
0.597 | 700.0 | 2275 | 1.5891 | 0.53 |
0.597 | 700.92 | 2278 | 1.6107 | 0.535 |
0.5517 | 701.85 | 2281 | 1.6107 | 0.535 |
0.5517 | 702.77 | 2284 | 1.6107 | 0.535 |
0.5517 | 704.0 | 2288 | 1.6008 | 0.53 |
0.5499 | 704.92 | 2291 | 1.6065 | 0.53 |
0.5499 | 705.85 | 2294 | 1.6065 | 0.53 |
0.5499 | 706.77 | 2297 | 1.6065 | 0.53 |
0.5766 | 708.0 | 2301 | 1.6097 | 0.535 |
0.5766 | 708.92 | 2304 | 1.5898 | 0.54 |
0.5766 | 709.85 | 2307 | 1.5898 | 0.54 |
0.5312 | 710.77 | 2310 | 1.5898 | 0.54 |
0.5312 | 712.0 | 2314 | 1.5784 | 0.545 |
0.5312 | 712.92 | 2317 | 1.5961 | 0.515 |
0.572 | 713.85 | 2320 | 1.5961 | 0.515 |
0.572 | 714.77 | 2323 | 1.5961 | 0.515 |
0.572 | 716.0 | 2327 | 1.5935 | 0.51 |
0.5797 | 716.92 | 2330 | 1.5957 | 0.515 |
0.5797 | 717.85 | 2333 | 1.5957 | 0.515 |
0.5797 | 718.77 | 2336 | 1.5957 | 0.515 |
0.5796 | 720.0 | 2340 | 1.5939 | 0.515 |
0.5796 | 720.92 | 2343 | 1.5761 | 0.505 |
0.5796 | 721.85 | 2346 | 1.5761 | 0.505 |
0.5796 | 722.77 | 2349 | 1.5761 | 0.505 |
0.5737 | 724.0 | 2353 | 1.5775 | 0.53 |
0.5737 | 724.92 | 2356 | 1.5754 | 0.535 |
0.5737 | 725.85 | 2359 | 1.5754 | 0.535 |
0.5547 | 726.77 | 2362 | 1.5754 | 0.535 |
0.5547 | 728.0 | 2366 | 1.5728 | 0.53 |
0.5547 | 728.92 | 2369 | 1.5755 | 0.535 |
0.5614 | 729.85 | 2372 | 1.5755 | 0.535 |
0.5614 | 730.77 | 2375 | 1.5755 | 0.535 |
0.5614 | 732.0 | 2379 | 1.5756 | 0.525 |
0.5516 | 732.92 | 2382 | 1.5785 | 0.54 |
0.5516 | 733.85 | 2385 | 1.5785 | 0.54 |
0.5516 | 734.77 | 2388 | 1.5785 | 0.54 |
0.5633 | 736.0 | 2392 | 1.5788 | 0.54 |
0.5633 | 736.92 | 2395 | 1.5661 | 0.53 |
0.5633 | 737.85 | 2398 | 1.5661 | 0.53 |
0.5452 | 738.77 | 2401 | 1.5661 | 0.53 |
0.5452 | 740.0 | 2405 | 1.5710 | 0.52 |
0.5452 | 740.92 | 2408 | 1.5810 | 0.53 |
0.5564 | 741.85 | 2411 | 1.5810 | 0.53 |
0.5564 | 742.77 | 2414 | 1.5810 | 0.53 |
0.5564 | 744.0 | 2418 | 1.5797 | 0.54 |
0.5449 | 744.92 | 2421 | 1.5807 | 0.54 |
0.5449 | 745.85 | 2424 | 1.5807 | 0.54 |
0.5449 | 746.77 | 2427 | 1.5807 | 0.54 |
0.5662 | 748.0 | 2431 | 1.5860 | 0.525 |
0.5662 | 748.92 | 2434 | 1.5796 | 0.54 |
0.5662 | 749.85 | 2437 | 1.5796 | 0.54 |
0.5813 | 750.77 | 2440 | 1.5796 | 0.54 |
0.5813 | 752.0 | 2444 | 1.5722 | 0.54 |
0.5813 | 752.92 | 2447 | 1.5728 | 0.545 |
0.5404 | 753.85 | 2450 | 1.5728 | 0.545 |
0.5404 | 754.77 | 2453 | 1.5728 | 0.545 |
0.5404 | 756.0 | 2457 | 1.5777 | 0.535 |
0.5215 | 756.92 | 2460 | 1.6044 | 0.525 |
0.5215 | 757.85 | 2463 | 1.6044 | 0.525 |
0.5215 | 758.77 | 2466 | 1.6044 | 0.525 |
0.5446 | 760.0 | 2470 | 1.6174 | 0.51 |
0.5446 | 760.92 | 2473 | 1.6292 | 0.51 |
0.5446 | 761.85 | 2476 | 1.6292 | 0.51 |
0.5446 | 762.77 | 2479 | 1.6292 | 0.51 |
0.545 | 764.0 | 2483 | 1.6234 | 0.51 |
0.545 | 764.92 | 2486 | 1.6118 | 0.53 |
0.545 | 765.85 | 2489 | 1.6118 | 0.53 |
0.5309 | 766.77 | 2492 | 1.6118 | 0.53 |
0.5309 | 768.0 | 2496 | 1.6062 | 0.525 |
0.5309 | 768.92 | 2499 | 1.5951 | 0.535 |
0.5367 | 769.85 | 2502 | 1.5951 | 0.535 |
0.5367 | 770.77 | 2505 | 1.5951 | 0.535 |
0.5367 | 772.0 | 2509 | 1.5878 | 0.535 |
0.5198 | 772.92 | 2512 | 1.5975 | 0.535 |
0.5198 | 773.85 | 2515 | 1.5975 | 0.535 |
0.5198 | 774.77 | 2518 | 1.5975 | 0.535 |
0.517 | 776.0 | 2522 | 1.6132 | 0.51 |
0.517 | 776.92 | 2525 | 1.6296 | 0.505 |
0.517 | 777.85 | 2528 | 1.6296 | 0.505 |
0.5158 | 778.77 | 2531 | 1.6296 | 0.505 |
0.5158 | 780.0 | 2535 | 1.6229 | 0.51 |
0.5158 | 780.92 | 2538 | 1.6029 | 0.505 |
0.5108 | 781.85 | 2541 | 1.6029 | 0.505 |
0.5108 | 782.77 | 2544 | 1.6029 | 0.505 |
0.5108 | 784.0 | 2548 | 1.5988 | 0.515 |
0.5107 | 784.92 | 2551 | 1.5947 | 0.52 |
0.5107 | 785.85 | 2554 | 1.5947 | 0.52 |
0.5107 | 786.77 | 2557 | 1.5947 | 0.52 |
0.512 | 788.0 | 2561 | 1.6000 | 0.52 |
0.512 | 788.92 | 2564 | 1.5884 | 0.525 |
0.512 | 789.85 | 2567 | 1.5884 | 0.525 |
0.5348 | 790.77 | 2570 | 1.5884 | 0.525 |
0.5348 | 792.0 | 2574 | 1.5798 | 0.525 |
0.5348 | 792.92 | 2577 | 1.5785 | 0.53 |
0.5441 | 793.85 | 2580 | 1.5785 | 0.53 |
0.5441 | 794.77 | 2583 | 1.5785 | 0.53 |
0.5441 | 796.0 | 2587 | 1.5811 | 0.535 |
0.4932 | 796.92 | 2590 | 1.5853 | 0.515 |
0.4932 | 797.85 | 2593 | 1.5853 | 0.515 |
0.4932 | 798.77 | 2596 | 1.5853 | 0.515 |
0.5575 | 800.0 | 2600 | 1.5865 | 0.515 |
0.5575 | 800.92 | 2603 | 1.5959 | 0.52 |
0.5575 | 801.85 | 2606 | 1.5959 | 0.52 |
0.5575 | 802.77 | 2609 | 1.5959 | 0.52 |
0.4991 | 804.0 | 2613 | 1.5973 | 0.515 |
0.4991 | 804.92 | 2616 | 1.6132 | 0.515 |
0.4991 | 805.85 | 2619 | 1.6132 | 0.515 |
0.5256 | 806.77 | 2622 | 1.6132 | 0.515 |
0.5256 | 808.0 | 2626 | 1.6176 | 0.515 |
0.5256 | 808.92 | 2629 | 1.6177 | 0.525 |
0.5076 | 809.85 | 2632 | 1.6177 | 0.525 |
0.5076 | 810.77 | 2635 | 1.6177 | 0.525 |
0.5076 | 812.0 | 2639 | 1.6163 | 0.525 |
0.4995 | 812.92 | 2642 | 1.6011 | 0.52 |
0.4995 | 813.85 | 2645 | 1.6011 | 0.52 |
0.4995 | 814.77 | 2648 | 1.6011 | 0.52 |
0.4822 | 816.0 | 2652 | 1.5941 | 0.53 |
0.4822 | 816.92 | 2655 | 1.5768 | 0.545 |
0.4822 | 817.85 | 2658 | 1.5768 | 0.545 |
0.4893 | 818.77 | 2661 | 1.5768 | 0.545 |
0.4893 | 820.0 | 2665 | 1.5802 | 0.545 |
0.4893 | 820.92 | 2668 | 1.5980 | 0.53 |
0.4973 | 821.85 | 2671 | 1.5980 | 0.53 |
0.4973 | 822.77 | 2674 | 1.5980 | 0.53 |
0.4973 | 824.0 | 2678 | 1.6020 | 0.525 |
0.4907 | 824.92 | 2681 | 1.6146 | 0.53 |
0.4907 | 825.85 | 2684 | 1.6146 | 0.53 |
0.4907 | 826.77 | 2687 | 1.6146 | 0.53 |
0.4923 | 828.0 | 2691 | 1.6172 | 0.53 |
0.4923 | 828.92 | 2694 | 1.6196 | 0.53 |
0.4923 | 829.85 | 2697 | 1.6196 | 0.53 |
0.4735 | 830.77 | 2700 | 1.6196 | 0.53 |
0.4735 | 832.0 | 2704 | 1.6159 | 0.525 |
0.4735 | 832.92 | 2707 | 1.5993 | 0.525 |
0.4738 | 833.85 | 2710 | 1.5993 | 0.525 |
0.4738 | 834.77 | 2713 | 1.5993 | 0.525 |
0.4738 | 836.0 | 2717 | 1.5943 | 0.53 |
0.5086 | 836.92 | 2720 | 1.6011 | 0.535 |
0.5086 | 837.85 | 2723 | 1.6011 | 0.535 |
0.5086 | 838.77 | 2726 | 1.6011 | 0.535 |
0.5055 | 840.0 | 2730 | 1.6050 | 0.535 |
0.5055 | 840.92 | 2733 | 1.6103 | 0.52 |
0.5055 | 841.85 | 2736 | 1.6103 | 0.52 |
0.5055 | 842.77 | 2739 | 1.6103 | 0.52 |
0.496 | 844.0 | 2743 | 1.6146 | 0.525 |
0.496 | 844.92 | 2746 | 1.6247 | 0.515 |
0.496 | 845.85 | 2749 | 1.6247 | 0.515 |
0.4968 | 846.77 | 2752 | 1.6247 | 0.515 |
0.4968 | 848.0 | 2756 | 1.6238 | 0.515 |
0.4968 | 848.92 | 2759 | 1.6105 | 0.53 |
0.494 | 849.85 | 2762 | 1.6105 | 0.53 |
0.494 | 850.77 | 2765 | 1.6105 | 0.53 |
0.494 | 852.0 | 2769 | 1.6080 | 0.535 |
0.4823 | 852.92 | 2772 | 1.6086 | 0.535 |
0.4823 | 853.85 | 2775 | 1.6086 | 0.535 |
0.4823 | 854.77 | 2778 | 1.6086 | 0.535 |
0.5093 | 856.0 | 2782 | 1.6065 | 0.53 |
0.5093 | 856.92 | 2785 | 1.5965 | 0.535 |
0.5093 | 857.85 | 2788 | 1.5965 | 0.535 |
0.5042 | 858.77 | 2791 | 1.5965 | 0.535 |
0.5042 | 860.0 | 2795 | 1.5982 | 0.53 |
0.5042 | 860.92 | 2798 | 1.6067 | 0.535 |
0.4788 | 861.85 | 2801 | 1.6067 | 0.535 |
0.4788 | 862.77 | 2804 | 1.6067 | 0.535 |
0.4788 | 864.0 | 2808 | 1.6074 | 0.535 |
0.5174 | 864.92 | 2811 | 1.6045 | 0.535 |
0.5174 | 865.85 | 2814 | 1.6045 | 0.535 |
0.5174 | 866.77 | 2817 | 1.6045 | 0.535 |
0.4715 | 868.0 | 2821 | 1.6049 | 0.535 |
0.4715 | 868.92 | 2824 | 1.6058 | 0.535 |
0.4715 | 869.85 | 2827 | 1.6058 | 0.535 |
0.5014 | 870.77 | 2830 | 1.6058 | 0.535 |
0.5014 | 872.0 | 2834 | 1.6091 | 0.54 |
0.5014 | 872.92 | 2837 | 1.6184 | 0.53 |
0.5426 | 873.85 | 2840 | 1.6184 | 0.53 |
0.5426 | 874.77 | 2843 | 1.6184 | 0.53 |
0.5426 | 876.0 | 2847 | 1.6211 | 0.53 |
0.4363 | 876.92 | 2850 | 1.6187 | 0.535 |
0.4363 | 877.85 | 2853 | 1.6187 | 0.535 |
0.4363 | 878.77 | 2856 | 1.6187 | 0.535 |
0.507 | 880.0 | 2860 | 1.6158 | 0.535 |
0.507 | 880.92 | 2863 | 1.6105 | 0.54 |
0.507 | 881.85 | 2866 | 1.6105 | 0.54 |
0.507 | 882.77 | 2869 | 1.6105 | 0.54 |
0.4716 | 884.0 | 2873 | 1.6102 | 0.54 |
0.4716 | 884.92 | 2876 | 1.6081 | 0.54 |
0.4716 | 885.85 | 2879 | 1.6081 | 0.54 |
0.4889 | 886.77 | 2882 | 1.6081 | 0.54 |
0.4889 | 888.0 | 2886 | 1.6062 | 0.54 |
0.4889 | 888.92 | 2889 | 1.6020 | 0.545 |
0.4859 | 889.85 | 2892 | 1.6020 | 0.545 |
0.4859 | 890.77 | 2895 | 1.6020 | 0.545 |
0.4859 | 892.0 | 2899 | 1.6017 | 0.545 |
0.4471 | 892.92 | 2902 | 1.6038 | 0.545 |
0.4471 | 893.85 | 2905 | 1.6038 | 0.545 |
0.4471 | 894.77 | 2908 | 1.6038 | 0.545 |
0.4613 | 896.0 | 2912 | 1.6048 | 0.545 |
0.4613 | 896.92 | 2915 | 1.6081 | 0.545 |
0.4613 | 897.85 | 2918 | 1.6081 | 0.545 |
0.4615 | 898.77 | 2921 | 1.6081 | 0.545 |
0.4615 | 900.0 | 2925 | 1.6081 | 0.545 |
0.4615 | 900.92 | 2928 | 1.6070 | 0.545 |
0.4742 | 901.85 | 2931 | 1.6070 | 0.545 |
0.4742 | 902.77 | 2934 | 1.6070 | 0.545 |
0.4742 | 904.0 | 2938 | 1.6064 | 0.545 |
0.4645 | 904.92 | 2941 | 1.6045 | 0.535 |
0.4645 | 905.85 | 2944 | 1.6045 | 0.535 |
0.4645 | 906.77 | 2947 | 1.6045 | 0.535 |
0.4617 | 908.0 | 2951 | 1.6039 | 0.535 |
0.4617 | 908.92 | 2954 | 1.6009 | 0.54 |
0.4617 | 909.85 | 2957 | 1.6009 | 0.54 |
0.4793 | 910.77 | 2960 | 1.6009 | 0.54 |
0.4793 | 912.0 | 2964 | 1.6001 | 0.54 |
0.4793 | 912.92 | 2967 | 1.5981 | 0.54 |
0.4581 | 913.85 | 2970 | 1.5981 | 0.54 |
0.4581 | 914.77 | 2973 | 1.5981 | 0.54 |
0.4581 | 916.0 | 2977 | 1.5981 | 0.54 |
0.4707 | 916.92 | 2980 | 1.5985 | 0.54 |
0.4707 | 917.85 | 2983 | 1.5985 | 0.54 |
0.4707 | 918.77 | 2986 | 1.5985 | 0.54 |
0.4762 | 920.0 | 2990 | 1.5986 | 0.54 |
0.4762 | 920.92 | 2993 | 1.5993 | 0.54 |
0.4762 | 921.85 | 2996 | 1.5993 | 0.54 |
0.4762 | 922.77 | 2999 | 1.5993 | 0.54 |
0.4656 | 923.08 | 3000 | 1.5993 | 0.54 |
Framework versions
- Transformers 4.31.0.dev0
- Pytorch 2.0.1+cu118
- Datasets 2.13.0
- Tokenizers 0.13.3