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---
base_model: anderloh/Huggingface-wav2vec-2Class-easy-train-test
tags:
- audio-classification
- generated_from_trainer
metrics:
- accuracy
model-index:
- name: wav2vec2-2Class-easy-train-test-large
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# wav2vec2-2Class-easy-train-test-large
This model is a fine-tuned version of [anderloh/Huggingface-wav2vec-2Class-easy-train-test](https://huggingface.co/anderloh/Huggingface-wav2vec-2Class-easy-train-test) on the anderloh/Master2ClassEasy dataset.
It achieves the following results on the evaluation set:
- Loss: 0.1994
- Accuracy: 0.9623
## 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: 16
- eval_batch_size: 16
- seed: 0
- gradient_accumulation_steps: 4
- total_train_batch_size: 64
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 800.0
- mixed_precision_training: Native AMP
### Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|:-------------:|:------:|:----:|:---------------:|:--------:|
| No log | 0.98 | 11 | 0.7003 | 0.4088 |
| No log | 1.96 | 22 | 0.7001 | 0.4088 |
| No log | 2.93 | 33 | 0.6997 | 0.4151 |
| No log | 4.0 | 45 | 0.6991 | 0.4214 |
| 0.6976 | 4.98 | 56 | 0.6985 | 0.4277 |
| 0.6976 | 5.96 | 67 | 0.6977 | 0.4403 |
| 0.6976 | 6.93 | 78 | 0.6969 | 0.4465 |
| 0.6976 | 8.0 | 90 | 0.6957 | 0.4654 |
| 0.6952 | 8.98 | 101 | 0.6945 | 0.4654 |
| 0.6952 | 9.96 | 112 | 0.6934 | 0.4780 |
| 0.6952 | 10.93 | 123 | 0.6921 | 0.4906 |
| 0.6952 | 12.0 | 135 | 0.6906 | 0.5472 |
| 0.6952 | 12.98 | 146 | 0.6892 | 0.6101 |
| 0.6911 | 13.96 | 157 | 0.6878 | 0.6038 |
| 0.6911 | 14.93 | 168 | 0.6863 | 0.5912 |
| 0.6911 | 16.0 | 180 | 0.6847 | 0.5912 |
| 0.6911 | 16.98 | 191 | 0.6831 | 0.5849 |
| 0.6852 | 17.96 | 202 | 0.6815 | 0.5849 |
| 0.6852 | 18.93 | 213 | 0.6800 | 0.5849 |
| 0.6852 | 20.0 | 225 | 0.6782 | 0.5849 |
| 0.6852 | 20.98 | 236 | 0.6765 | 0.5849 |
| 0.6852 | 21.96 | 247 | 0.6750 | 0.5849 |
| 0.6783 | 22.93 | 258 | 0.6732 | 0.5849 |
| 0.6783 | 24.0 | 270 | 0.6713 | 0.5849 |
| 0.6783 | 24.98 | 281 | 0.6695 | 0.5849 |
| 0.6783 | 25.96 | 292 | 0.6674 | 0.5849 |
| 0.6676 | 26.93 | 303 | 0.6654 | 0.5849 |
| 0.6676 | 28.0 | 315 | 0.6631 | 0.5849 |
| 0.6676 | 28.98 | 326 | 0.6606 | 0.5849 |
| 0.6676 | 29.96 | 337 | 0.6579 | 0.5849 |
| 0.6676 | 30.93 | 348 | 0.6539 | 0.5849 |
| 0.6516 | 32.0 | 360 | 0.6493 | 0.5975 |
| 0.6516 | 32.98 | 371 | 0.6441 | 0.6101 |
| 0.6516 | 33.96 | 382 | 0.6349 | 0.6226 |
| 0.6516 | 34.93 | 393 | 0.6257 | 0.6289 |
| 0.6124 | 36.0 | 405 | 0.6117 | 0.6415 |
| 0.6124 | 36.98 | 416 | 0.5911 | 0.6667 |
| 0.6124 | 37.96 | 427 | 0.5672 | 0.6918 |
| 0.6124 | 38.93 | 438 | 0.5392 | 0.7233 |
| 0.5073 | 40.0 | 450 | 0.5042 | 0.7547 |
| 0.5073 | 40.98 | 461 | 0.4790 | 0.7673 |
| 0.5073 | 41.96 | 472 | 0.4759 | 0.7799 |
| 0.5073 | 42.93 | 483 | 0.4370 | 0.7987 |
| 0.5073 | 44.0 | 495 | 0.4352 | 0.7987 |
| 0.3489 | 44.98 | 506 | 0.4422 | 0.7987 |
| 0.3489 | 45.96 | 517 | 0.4154 | 0.8050 |
| 0.3489 | 46.93 | 528 | 0.4131 | 0.8050 |
| 0.3489 | 48.0 | 540 | 0.3976 | 0.8113 |
| 0.2962 | 48.98 | 551 | 0.3940 | 0.8113 |
| 0.2962 | 49.96 | 562 | 0.3715 | 0.8239 |
| 0.2962 | 50.93 | 573 | 0.3495 | 0.8428 |
| 0.2962 | 52.0 | 585 | 0.3481 | 0.8365 |
| 0.2962 | 52.98 | 596 | 0.3817 | 0.8176 |
| 0.2573 | 53.96 | 607 | 0.3412 | 0.8491 |
| 0.2573 | 54.93 | 618 | 0.3293 | 0.8491 |
| 0.2573 | 56.0 | 630 | 0.3548 | 0.8428 |
| 0.2573 | 56.98 | 641 | 0.3044 | 0.8428 |
| 0.2279 | 57.96 | 652 | 0.3235 | 0.8491 |
| 0.2279 | 58.93 | 663 | 0.3371 | 0.8491 |
| 0.2279 | 60.0 | 675 | 0.3128 | 0.8491 |
| 0.2279 | 60.98 | 686 | 0.3211 | 0.8553 |
| 0.2279 | 61.96 | 697 | 0.3030 | 0.8616 |
| 0.2167 | 62.93 | 708 | 0.2970 | 0.8616 |
| 0.2167 | 64.0 | 720 | 0.2995 | 0.8679 |
| 0.2167 | 64.98 | 731 | 0.2867 | 0.8742 |
| 0.2167 | 65.96 | 742 | 0.2636 | 0.8931 |
| 0.207 | 66.93 | 753 | 0.2848 | 0.8805 |
| 0.207 | 68.0 | 765 | 0.2751 | 0.8868 |
| 0.207 | 68.98 | 776 | 0.2564 | 0.8931 |
| 0.207 | 69.96 | 787 | 0.2544 | 0.8931 |
| 0.207 | 70.93 | 798 | 0.2954 | 0.8742 |
| 0.1899 | 72.0 | 810 | 0.2517 | 0.8931 |
| 0.1899 | 72.98 | 821 | 0.2506 | 0.8931 |
| 0.1899 | 73.96 | 832 | 0.2434 | 0.8931 |
| 0.1899 | 74.93 | 843 | 0.2383 | 0.8994 |
| 0.1801 | 76.0 | 855 | 0.2346 | 0.8994 |
| 0.1801 | 76.98 | 866 | 0.2298 | 0.8994 |
| 0.1801 | 77.96 | 877 | 0.2404 | 0.9057 |
| 0.1801 | 78.93 | 888 | 0.2674 | 0.8931 |
| 0.1692 | 80.0 | 900 | 0.2232 | 0.8994 |
| 0.1692 | 80.98 | 911 | 0.2390 | 0.8994 |
| 0.1692 | 81.96 | 922 | 0.2058 | 0.8931 |
| 0.1692 | 82.93 | 933 | 0.2114 | 0.9057 |
| 0.1692 | 84.0 | 945 | 0.2483 | 0.8994 |
| 0.1691 | 84.98 | 956 | 0.2259 | 0.9119 |
| 0.1691 | 85.96 | 967 | 0.2024 | 0.9119 |
| 0.1691 | 86.93 | 978 | 0.2019 | 0.8994 |
| 0.1691 | 88.0 | 990 | 0.1963 | 0.9245 |
| 0.1609 | 88.98 | 1001 | 0.2158 | 0.9119 |
| 0.1609 | 89.96 | 1012 | 0.1977 | 0.9119 |
| 0.1609 | 90.93 | 1023 | 0.1979 | 0.9182 |
| 0.1609 | 92.0 | 1035 | 0.2036 | 0.9119 |
| 0.1609 | 92.98 | 1046 | 0.1977 | 0.9245 |
| 0.1516 | 93.96 | 1057 | 0.1974 | 0.9182 |
| 0.1516 | 94.93 | 1068 | 0.1994 | 0.9245 |
| 0.1516 | 96.0 | 1080 | 0.1955 | 0.9119 |
| 0.1516 | 96.98 | 1091 | 0.1948 | 0.9119 |
| 0.1386 | 97.96 | 1102 | 0.1946 | 0.9245 |
| 0.1386 | 98.93 | 1113 | 0.1932 | 0.9245 |
| 0.1386 | 100.0 | 1125 | 0.1842 | 0.9371 |
| 0.1386 | 100.98 | 1136 | 0.1884 | 0.9308 |
| 0.1386 | 101.96 | 1147 | 0.1900 | 0.9371 |
| 0.1279 | 102.93 | 1158 | 0.1841 | 0.9308 |
| 0.1279 | 104.0 | 1170 | 0.1921 | 0.9245 |
| 0.1279 | 104.98 | 1181 | 0.1993 | 0.9245 |
| 0.1279 | 105.96 | 1192 | 0.1946 | 0.9308 |
| 0.1258 | 106.93 | 1203 | 0.1896 | 0.9308 |
| 0.1258 | 108.0 | 1215 | 0.1884 | 0.9308 |
| 0.1258 | 108.98 | 1226 | 0.1794 | 0.9434 |
| 0.1258 | 109.96 | 1237 | 0.1859 | 0.9245 |
| 0.1258 | 110.93 | 1248 | 0.2195 | 0.9119 |
| 0.1258 | 112.0 | 1260 | 0.2083 | 0.9182 |
| 0.1258 | 112.98 | 1271 | 0.2120 | 0.9245 |
| 0.1258 | 113.96 | 1282 | 0.2066 | 0.9308 |
| 0.1258 | 114.93 | 1293 | 0.1931 | 0.9308 |
| 0.1023 | 116.0 | 1305 | 0.1900 | 0.9308 |
| 0.1023 | 116.98 | 1316 | 0.2029 | 0.9308 |
| 0.1023 | 117.96 | 1327 | 0.1951 | 0.9245 |
| 0.1023 | 118.93 | 1338 | 0.2084 | 0.9119 |
| 0.0997 | 120.0 | 1350 | 0.2159 | 0.9245 |
| 0.0997 | 120.98 | 1361 | 0.2166 | 0.9245 |
| 0.0997 | 121.96 | 1372 | 0.1973 | 0.9308 |
| 0.0997 | 122.93 | 1383 | 0.1851 | 0.9245 |
| 0.0997 | 124.0 | 1395 | 0.2067 | 0.9245 |
| 0.1021 | 124.98 | 1406 | 0.1953 | 0.9245 |
| 0.1021 | 125.96 | 1417 | 0.1765 | 0.9434 |
| 0.1021 | 126.93 | 1428 | 0.1878 | 0.9308 |
| 0.1021 | 128.0 | 1440 | 0.2071 | 0.9245 |
| 0.0883 | 128.98 | 1451 | 0.2241 | 0.9182 |
| 0.0883 | 129.96 | 1462 | 0.2348 | 0.9119 |
| 0.0883 | 130.93 | 1473 | 0.2475 | 0.9057 |
| 0.0883 | 132.0 | 1485 | 0.2160 | 0.9182 |
| 0.0883 | 132.98 | 1496 | 0.2090 | 0.9308 |
| 0.0769 | 133.96 | 1507 | 0.2147 | 0.9245 |
| 0.0769 | 134.93 | 1518 | 0.2201 | 0.9245 |
| 0.0769 | 136.0 | 1530 | 0.2372 | 0.9182 |
| 0.0769 | 136.98 | 1541 | 0.2199 | 0.9182 |
| 0.0786 | 137.96 | 1552 | 0.2087 | 0.9182 |
| 0.0786 | 138.93 | 1563 | 0.1878 | 0.9308 |
| 0.0786 | 140.0 | 1575 | 0.1915 | 0.9371 |
| 0.0786 | 140.98 | 1586 | 0.2317 | 0.9245 |
| 0.0786 | 141.96 | 1597 | 0.2865 | 0.8931 |
| 0.0714 | 142.93 | 1608 | 0.2300 | 0.9245 |
| 0.0714 | 144.0 | 1620 | 0.2727 | 0.9057 |
| 0.0714 | 144.98 | 1631 | 0.2811 | 0.9057 |
| 0.0714 | 145.96 | 1642 | 0.2101 | 0.9371 |
| 0.0702 | 146.93 | 1653 | 0.2036 | 0.9308 |
| 0.0702 | 148.0 | 1665 | 0.2215 | 0.9371 |
| 0.0702 | 148.98 | 1676 | 0.2136 | 0.9182 |
| 0.0702 | 149.96 | 1687 | 0.2056 | 0.9434 |
| 0.0702 | 150.93 | 1698 | 0.2003 | 0.9371 |
| 0.0676 | 152.0 | 1710 | 0.2250 | 0.9308 |
| 0.0676 | 152.98 | 1721 | 0.1911 | 0.9560 |
| 0.0676 | 153.96 | 1732 | 0.2190 | 0.9245 |
| 0.0676 | 154.93 | 1743 | 0.1976 | 0.9308 |
| 0.0674 | 156.0 | 1755 | 0.1874 | 0.9497 |
| 0.0674 | 156.98 | 1766 | 0.2023 | 0.9371 |
| 0.0674 | 157.96 | 1777 | 0.2153 | 0.9497 |
| 0.0674 | 158.93 | 1788 | 0.2245 | 0.9434 |
| 0.0548 | 160.0 | 1800 | 0.2432 | 0.9245 |
| 0.0548 | 160.98 | 1811 | 0.2071 | 0.9434 |
| 0.0548 | 161.96 | 1822 | 0.1837 | 0.9497 |
| 0.0548 | 162.93 | 1833 | 0.1916 | 0.9497 |
| 0.0548 | 164.0 | 1845 | 0.2221 | 0.9497 |
| 0.0616 | 164.98 | 1856 | 0.2120 | 0.9497 |
| 0.0616 | 165.96 | 1867 | 0.1888 | 0.9560 |
| 0.0616 | 166.93 | 1878 | 0.1971 | 0.9497 |
| 0.0616 | 168.0 | 1890 | 0.2161 | 0.9434 |
| 0.0467 | 168.98 | 1901 | 0.2282 | 0.9371 |
| 0.0467 | 169.96 | 1912 | 0.3118 | 0.9057 |
| 0.0467 | 170.93 | 1923 | 0.2319 | 0.9497 |
| 0.0467 | 172.0 | 1935 | 0.2740 | 0.9308 |
| 0.0467 | 172.98 | 1946 | 0.2666 | 0.9308 |
| 0.0609 | 173.96 | 1957 | 0.2315 | 0.9434 |
| 0.0609 | 174.93 | 1968 | 0.2229 | 0.9371 |
| 0.0609 | 176.0 | 1980 | 0.2158 | 0.9434 |
| 0.0609 | 176.98 | 1991 | 0.2226 | 0.9434 |
| 0.0522 | 177.96 | 2002 | 0.2224 | 0.9308 |
| 0.0522 | 178.93 | 2013 | 0.2138 | 0.9434 |
| 0.0522 | 180.0 | 2025 | 0.2177 | 0.9371 |
| 0.0522 | 180.98 | 2036 | 0.1917 | 0.9434 |
| 0.0522 | 181.96 | 2047 | 0.1974 | 0.9560 |
| 0.0515 | 182.93 | 2058 | 0.2198 | 0.9497 |
| 0.0515 | 184.0 | 2070 | 0.2425 | 0.9245 |
| 0.0515 | 184.98 | 2081 | 0.2449 | 0.9308 |
| 0.0515 | 185.96 | 2092 | 0.2346 | 0.9308 |
| 0.045 | 186.93 | 2103 | 0.2331 | 0.9434 |
| 0.045 | 188.0 | 2115 | 0.2661 | 0.9371 |
| 0.045 | 188.98 | 2126 | 0.2291 | 0.9371 |
| 0.045 | 189.96 | 2137 | 0.2348 | 0.9371 |
| 0.045 | 190.93 | 2148 | 0.2309 | 0.9434 |
| 0.0403 | 192.0 | 2160 | 0.2789 | 0.9245 |
| 0.0403 | 192.98 | 2171 | 0.2540 | 0.9308 |
| 0.0403 | 193.96 | 2182 | 0.2372 | 0.9371 |
| 0.0403 | 194.93 | 2193 | 0.2508 | 0.9308 |
| 0.0476 | 196.0 | 2205 | 0.2194 | 0.9497 |
| 0.0476 | 196.98 | 2216 | 0.2307 | 0.9371 |
| 0.0476 | 197.96 | 2227 | 0.2719 | 0.9308 |
| 0.0476 | 198.93 | 2238 | 0.2804 | 0.9245 |
| 0.0457 | 200.0 | 2250 | 0.2755 | 0.9308 |
| 0.0457 | 200.98 | 2261 | 0.2353 | 0.9308 |
| 0.0457 | 201.96 | 2272 | 0.2189 | 0.9371 |
| 0.0457 | 202.93 | 2283 | 0.2163 | 0.9371 |
| 0.0457 | 204.0 | 2295 | 0.2110 | 0.9497 |
| 0.0393 | 204.98 | 2306 | 0.2316 | 0.9434 |
| 0.0393 | 205.96 | 2317 | 0.2465 | 0.9308 |
| 0.0393 | 206.93 | 2328 | 0.2376 | 0.9434 |
| 0.0393 | 208.0 | 2340 | 0.2171 | 0.9434 |
| 0.0443 | 208.98 | 2351 | 0.2395 | 0.9497 |
| 0.0443 | 209.96 | 2362 | 0.2906 | 0.8931 |
| 0.0443 | 210.93 | 2373 | 0.2608 | 0.9371 |
| 0.0443 | 212.0 | 2385 | 0.2321 | 0.9497 |
| 0.0443 | 212.98 | 2396 | 0.2464 | 0.9371 |
| 0.0539 | 213.96 | 2407 | 0.2442 | 0.9182 |
| 0.0539 | 214.93 | 2418 | 0.2512 | 0.9245 |
| 0.0539 | 216.0 | 2430 | 0.2265 | 0.9371 |
| 0.0539 | 216.98 | 2441 | 0.2127 | 0.9371 |
| 0.0415 | 217.96 | 2452 | 0.2844 | 0.9371 |
| 0.0415 | 218.93 | 2463 | 0.2489 | 0.9434 |
| 0.0415 | 220.0 | 2475 | 0.2120 | 0.9497 |
| 0.0415 | 220.98 | 2486 | 0.2015 | 0.9560 |
| 0.0415 | 221.96 | 2497 | 0.2510 | 0.9245 |
| 0.0325 | 222.93 | 2508 | 0.2875 | 0.9371 |
| 0.0325 | 224.0 | 2520 | 0.1994 | 0.9623 |
| 0.0325 | 224.98 | 2531 | 0.2033 | 0.9623 |
| 0.0325 | 225.96 | 2542 | 0.2391 | 0.9497 |
| 0.0249 | 226.93 | 2553 | 0.3044 | 0.9182 |
| 0.0249 | 228.0 | 2565 | 0.2825 | 0.9371 |
| 0.0249 | 228.98 | 2576 | 0.2347 | 0.9497 |
| 0.0249 | 229.96 | 2587 | 0.2405 | 0.9497 |
| 0.0249 | 230.93 | 2598 | 0.2537 | 0.9497 |
| 0.0358 | 232.0 | 2610 | 0.2709 | 0.9371 |
| 0.0358 | 232.98 | 2621 | 0.2445 | 0.9497 |
| 0.0358 | 233.96 | 2632 | 0.2436 | 0.9371 |
| 0.0358 | 234.93 | 2643 | 0.2227 | 0.9434 |
| 0.0345 | 236.0 | 2655 | 0.2208 | 0.9497 |
| 0.0345 | 236.98 | 2666 | 0.2293 | 0.9434 |
| 0.0345 | 237.96 | 2677 | 0.2160 | 0.9497 |
| 0.0345 | 238.93 | 2688 | 0.2086 | 0.9434 |
| 0.0339 | 240.0 | 2700 | 0.2640 | 0.9182 |
| 0.0339 | 240.98 | 2711 | 0.2954 | 0.9371 |
| 0.0339 | 241.96 | 2722 | 0.2507 | 0.9434 |
| 0.0339 | 242.93 | 2733 | 0.2273 | 0.9434 |
| 0.0339 | 244.0 | 2745 | 0.2422 | 0.9371 |
| 0.0309 | 244.98 | 2756 | 0.2931 | 0.9371 |
| 0.0309 | 245.96 | 2767 | 0.2695 | 0.9371 |
| 0.0309 | 246.93 | 2778 | 0.2646 | 0.9434 |
| 0.0309 | 248.0 | 2790 | 0.2315 | 0.9434 |
| 0.0301 | 248.98 | 2801 | 0.2270 | 0.9434 |
| 0.0301 | 249.96 | 2812 | 0.2447 | 0.9434 |
| 0.0301 | 250.93 | 2823 | 0.2586 | 0.9371 |
| 0.0301 | 252.0 | 2835 | 0.3039 | 0.9245 |
| 0.0301 | 252.98 | 2846 | 0.2777 | 0.9182 |
| 0.0335 | 253.96 | 2857 | 0.2566 | 0.9371 |
| 0.0335 | 254.93 | 2868 | 0.2603 | 0.9308 |
| 0.0335 | 256.0 | 2880 | 0.2699 | 0.9371 |
| 0.0335 | 256.98 | 2891 | 0.2838 | 0.9371 |
| 0.0249 | 257.96 | 2902 | 0.2573 | 0.9371 |
| 0.0249 | 258.93 | 2913 | 0.2652 | 0.9371 |
| 0.0249 | 260.0 | 2925 | 0.2622 | 0.9434 |
| 0.0249 | 260.98 | 2936 | 0.2583 | 0.9371 |
| 0.0249 | 261.96 | 2947 | 0.2324 | 0.9497 |
| 0.0308 | 262.93 | 2958 | 0.2782 | 0.9371 |
| 0.0308 | 264.0 | 2970 | 0.2519 | 0.9434 |
| 0.0308 | 264.98 | 2981 | 0.2634 | 0.9371 |
| 0.0308 | 265.96 | 2992 | 0.2647 | 0.9434 |
| 0.0282 | 266.93 | 3003 | 0.2588 | 0.9434 |
| 0.0282 | 268.0 | 3015 | 0.2315 | 0.9371 |
| 0.0282 | 268.98 | 3026 | 0.2293 | 0.9371 |
| 0.0282 | 269.96 | 3037 | 0.2375 | 0.9371 |
| 0.0282 | 270.93 | 3048 | 0.2439 | 0.9371 |
| 0.0347 | 272.0 | 3060 | 0.2542 | 0.9434 |
| 0.0347 | 272.98 | 3071 | 0.2402 | 0.9371 |
| 0.0347 | 273.96 | 3082 | 0.2365 | 0.9371 |
| 0.0347 | 274.93 | 3093 | 0.2757 | 0.9371 |
| 0.0211 | 276.0 | 3105 | 0.2508 | 0.9308 |
| 0.0211 | 276.98 | 3116 | 0.2395 | 0.9497 |
| 0.0211 | 277.96 | 3127 | 0.2536 | 0.9371 |
| 0.0211 | 278.93 | 3138 | 0.2685 | 0.9245 |
| 0.0248 | 280.0 | 3150 | 0.2975 | 0.9182 |
| 0.0248 | 280.98 | 3161 | 0.3234 | 0.9182 |
| 0.0248 | 281.96 | 3172 | 0.2707 | 0.9434 |
| 0.0248 | 282.93 | 3183 | 0.2250 | 0.9560 |
| 0.0248 | 284.0 | 3195 | 0.2319 | 0.9560 |
| 0.0243 | 284.98 | 3206 | 0.2525 | 0.9434 |
| 0.0243 | 285.96 | 3217 | 0.2661 | 0.9434 |
| 0.0243 | 286.93 | 3228 | 0.2844 | 0.9245 |
| 0.0243 | 288.0 | 3240 | 0.2571 | 0.9434 |
| 0.0223 | 288.98 | 3251 | 0.2517 | 0.9434 |
| 0.0223 | 289.96 | 3262 | 0.2636 | 0.9308 |
| 0.0223 | 290.93 | 3273 | 0.2694 | 0.9245 |
| 0.0223 | 292.0 | 3285 | 0.2306 | 0.9497 |
| 0.0223 | 292.98 | 3296 | 0.2377 | 0.9434 |
| 0.0234 | 293.96 | 3307 | 0.2698 | 0.9434 |
| 0.0234 | 294.93 | 3318 | 0.2839 | 0.9371 |
| 0.0234 | 296.0 | 3330 | 0.2502 | 0.9497 |
| 0.0234 | 296.98 | 3341 | 0.2704 | 0.9434 |
| 0.0256 | 297.96 | 3352 | 0.2879 | 0.9308 |
| 0.0256 | 298.93 | 3363 | 0.3078 | 0.9308 |
| 0.0256 | 300.0 | 3375 | 0.3160 | 0.9308 |
| 0.0256 | 300.98 | 3386 | 0.2706 | 0.9371 |
| 0.0256 | 301.96 | 3397 | 0.2504 | 0.9497 |
| 0.0224 | 302.93 | 3408 | 0.2454 | 0.9560 |
| 0.0224 | 304.0 | 3420 | 0.2480 | 0.9560 |
| 0.0224 | 304.98 | 3431 | 0.2511 | 0.9497 |
| 0.0224 | 305.96 | 3442 | 0.2796 | 0.9434 |
| 0.0155 | 306.93 | 3453 | 0.2932 | 0.9371 |
| 0.0155 | 308.0 | 3465 | 0.2997 | 0.9245 |
| 0.0155 | 308.98 | 3476 | 0.3044 | 0.9245 |
| 0.0155 | 309.96 | 3487 | 0.3256 | 0.9308 |
| 0.0155 | 310.93 | 3498 | 0.3401 | 0.9371 |
| 0.0226 | 312.0 | 3510 | 0.3068 | 0.9182 |
| 0.0226 | 312.98 | 3521 | 0.3017 | 0.9182 |
| 0.0226 | 313.96 | 3532 | 0.2941 | 0.9119 |
| 0.0226 | 314.93 | 3543 | 0.2840 | 0.9308 |
| 0.0153 | 316.0 | 3555 | 0.2900 | 0.9245 |
| 0.0153 | 316.98 | 3566 | 0.2923 | 0.9308 |
| 0.0153 | 317.96 | 3577 | 0.2965 | 0.9308 |
| 0.0153 | 318.93 | 3588 | 0.3202 | 0.9371 |
| 0.0183 | 320.0 | 3600 | 0.3325 | 0.9119 |
| 0.0183 | 320.98 | 3611 | 0.3441 | 0.9182 |
| 0.0183 | 321.96 | 3622 | 0.3004 | 0.9308 |
| 0.0183 | 322.93 | 3633 | 0.3022 | 0.9434 |
| 0.0183 | 324.0 | 3645 | 0.2958 | 0.9308 |
| 0.0257 | 324.98 | 3656 | 0.2943 | 0.9371 |
| 0.0257 | 325.96 | 3667 | 0.2945 | 0.9308 |
| 0.0257 | 326.93 | 3678 | 0.2910 | 0.9245 |
| 0.0257 | 328.0 | 3690 | 0.2856 | 0.9245 |
| 0.0164 | 328.98 | 3701 | 0.2580 | 0.9434 |
| 0.0164 | 329.96 | 3712 | 0.2566 | 0.9371 |
| 0.0164 | 330.93 | 3723 | 0.2538 | 0.9371 |
| 0.0164 | 332.0 | 3735 | 0.2448 | 0.9497 |
| 0.0164 | 332.98 | 3746 | 0.2544 | 0.9497 |
| 0.0222 | 333.96 | 3757 | 0.3075 | 0.9245 |
| 0.0222 | 334.93 | 3768 | 0.2757 | 0.9245 |
| 0.0222 | 336.0 | 3780 | 0.2715 | 0.9371 |
| 0.0222 | 336.98 | 3791 | 0.3330 | 0.9308 |
| 0.0212 | 337.96 | 3802 | 0.3560 | 0.9371 |
| 0.0212 | 338.93 | 3813 | 0.2832 | 0.9371 |
| 0.0212 | 340.0 | 3825 | 0.2855 | 0.9308 |
| 0.0212 | 340.98 | 3836 | 0.3063 | 0.9308 |
| 0.0212 | 341.96 | 3847 | 0.2915 | 0.9308 |
| 0.016 | 342.93 | 3858 | 0.2836 | 0.9434 |
| 0.016 | 344.0 | 3870 | 0.2805 | 0.9371 |
| 0.016 | 344.98 | 3881 | 0.2678 | 0.9497 |
| 0.016 | 345.96 | 3892 | 0.2840 | 0.9371 |
| 0.0163 | 346.93 | 3903 | 0.3048 | 0.9308 |
| 0.0163 | 348.0 | 3915 | 0.2761 | 0.9434 |
| 0.0163 | 348.98 | 3926 | 0.3045 | 0.9371 |
| 0.0163 | 349.96 | 3937 | 0.2673 | 0.9371 |
| 0.0163 | 350.93 | 3948 | 0.2830 | 0.9308 |
| 0.0185 | 352.0 | 3960 | 0.3150 | 0.9308 |
| 0.0185 | 352.98 | 3971 | 0.2967 | 0.9308 |
| 0.0185 | 353.96 | 3982 | 0.2918 | 0.9308 |
| 0.0185 | 354.93 | 3993 | 0.2849 | 0.9371 |
| 0.0189 | 356.0 | 4005 | 0.2804 | 0.9371 |
| 0.0189 | 356.98 | 4016 | 0.2909 | 0.9371 |
| 0.0189 | 357.96 | 4027 | 0.3030 | 0.9308 |
| 0.0189 | 358.93 | 4038 | 0.3163 | 0.9308 |
| 0.0153 | 360.0 | 4050 | 0.3217 | 0.9245 |
| 0.0153 | 360.98 | 4061 | 0.3025 | 0.9434 |
| 0.0153 | 361.96 | 4072 | 0.2974 | 0.9371 |
| 0.0153 | 362.93 | 4083 | 0.2866 | 0.9497 |
| 0.0153 | 364.0 | 4095 | 0.3246 | 0.9308 |
| 0.0169 | 364.98 | 4106 | 0.2801 | 0.9434 |
| 0.0169 | 365.96 | 4117 | 0.3133 | 0.9371 |
| 0.0169 | 366.93 | 4128 | 0.3284 | 0.9245 |
| 0.0169 | 368.0 | 4140 | 0.2717 | 0.9371 |
| 0.0207 | 368.98 | 4151 | 0.2692 | 0.9497 |
| 0.0207 | 369.96 | 4162 | 0.2674 | 0.9434 |
| 0.0207 | 370.93 | 4173 | 0.2643 | 0.9371 |
| 0.0207 | 372.0 | 4185 | 0.2970 | 0.9434 |
| 0.0207 | 372.98 | 4196 | 0.2688 | 0.9434 |
| 0.0213 | 373.96 | 4207 | 0.2765 | 0.9371 |
| 0.0213 | 374.93 | 4218 | 0.2870 | 0.9371 |
| 0.0213 | 376.0 | 4230 | 0.3006 | 0.9371 |
| 0.0213 | 376.98 | 4241 | 0.2944 | 0.9434 |
| 0.02 | 377.96 | 4252 | 0.3020 | 0.9371 |
| 0.02 | 378.93 | 4263 | 0.3074 | 0.9371 |
| 0.02 | 380.0 | 4275 | 0.2943 | 0.9434 |
| 0.02 | 380.98 | 4286 | 0.2825 | 0.9497 |
| 0.02 | 381.96 | 4297 | 0.2761 | 0.9434 |
| 0.0143 | 382.93 | 4308 | 0.2920 | 0.9434 |
| 0.0143 | 384.0 | 4320 | 0.2952 | 0.9434 |
| 0.0143 | 384.98 | 4331 | 0.3165 | 0.9497 |
| 0.0143 | 385.96 | 4342 | 0.2803 | 0.9371 |
| 0.0196 | 386.93 | 4353 | 0.2876 | 0.9371 |
| 0.0196 | 388.0 | 4365 | 0.2759 | 0.9434 |
| 0.0196 | 388.98 | 4376 | 0.2701 | 0.9434 |
| 0.0196 | 389.96 | 4387 | 0.2951 | 0.9434 |
| 0.0196 | 390.93 | 4398 | 0.2950 | 0.9371 |
| 0.0234 | 392.0 | 4410 | 0.2960 | 0.9371 |
| 0.0234 | 392.98 | 4421 | 0.3337 | 0.9308 |
| 0.0234 | 393.96 | 4432 | 0.3383 | 0.9308 |
| 0.0234 | 394.93 | 4443 | 0.3078 | 0.9371 |
| 0.0161 | 396.0 | 4455 | 0.3139 | 0.9371 |
| 0.0161 | 396.98 | 4466 | 0.3188 | 0.9308 |
| 0.0161 | 397.96 | 4477 | 0.3307 | 0.9308 |
| 0.0161 | 398.93 | 4488 | 0.3163 | 0.9308 |
| 0.0162 | 400.0 | 4500 | 0.3018 | 0.9434 |
| 0.0162 | 400.98 | 4511 | 0.2813 | 0.9371 |
| 0.0162 | 401.96 | 4522 | 0.3019 | 0.9371 |
| 0.0162 | 402.93 | 4533 | 0.2810 | 0.9434 |
| 0.0162 | 404.0 | 4545 | 0.2746 | 0.9371 |
| 0.023 | 404.98 | 4556 | 0.2851 | 0.9371 |
| 0.023 | 405.96 | 4567 | 0.3158 | 0.9245 |
| 0.023 | 406.93 | 4578 | 0.3467 | 0.9119 |
| 0.023 | 408.0 | 4590 | 0.3496 | 0.9182 |
| 0.0164 | 408.98 | 4601 | 0.3324 | 0.9245 |
| 0.0164 | 409.96 | 4612 | 0.3246 | 0.9371 |
| 0.0164 | 410.93 | 4623 | 0.3765 | 0.9308 |
| 0.0164 | 412.0 | 4635 | 0.3543 | 0.9245 |
| 0.0164 | 412.98 | 4646 | 0.3280 | 0.9245 |
| 0.0189 | 413.96 | 4657 | 0.3075 | 0.9371 |
| 0.0189 | 414.93 | 4668 | 0.3013 | 0.9371 |
| 0.0189 | 416.0 | 4680 | 0.3048 | 0.9308 |
| 0.0189 | 416.98 | 4691 | 0.2975 | 0.9434 |
| 0.018 | 417.96 | 4702 | 0.3011 | 0.9371 |
| 0.018 | 418.93 | 4713 | 0.3059 | 0.9434 |
| 0.018 | 420.0 | 4725 | 0.3003 | 0.9371 |
| 0.018 | 420.98 | 4736 | 0.2899 | 0.9308 |
| 0.018 | 421.96 | 4747 | 0.2739 | 0.9434 |
| 0.014 | 422.93 | 4758 | 0.2823 | 0.9308 |
| 0.014 | 424.0 | 4770 | 0.3002 | 0.9434 |
| 0.014 | 424.98 | 4781 | 0.3104 | 0.9308 |
| 0.014 | 425.96 | 4792 | 0.2993 | 0.9371 |
| 0.0161 | 426.93 | 4803 | 0.2838 | 0.9434 |
| 0.0161 | 428.0 | 4815 | 0.3035 | 0.9371 |
| 0.0161 | 428.98 | 4826 | 0.3172 | 0.9308 |
| 0.0161 | 429.96 | 4837 | 0.2885 | 0.9371 |
| 0.0161 | 430.93 | 4848 | 0.2915 | 0.9434 |
| 0.0181 | 432.0 | 4860 | 0.3238 | 0.9371 |
| 0.0181 | 432.98 | 4871 | 0.3051 | 0.9371 |
| 0.0181 | 433.96 | 4882 | 0.2747 | 0.9434 |
| 0.0181 | 434.93 | 4893 | 0.2778 | 0.9434 |
| 0.0152 | 436.0 | 4905 | 0.3143 | 0.9308 |
| 0.0152 | 436.98 | 4916 | 0.2953 | 0.9434 |
| 0.0152 | 437.96 | 4927 | 0.2987 | 0.9434 |
| 0.0152 | 438.93 | 4938 | 0.3240 | 0.9308 |
| 0.0233 | 440.0 | 4950 | 0.2932 | 0.9434 |
| 0.0233 | 440.98 | 4961 | 0.3067 | 0.9308 |
| 0.0233 | 441.96 | 4972 | 0.3170 | 0.9308 |
| 0.0233 | 442.93 | 4983 | 0.3348 | 0.9308 |
| 0.0233 | 444.0 | 4995 | 0.3351 | 0.9245 |
| 0.0134 | 444.98 | 5006 | 0.3378 | 0.9245 |
| 0.0134 | 445.96 | 5017 | 0.3204 | 0.9308 |
| 0.0134 | 446.93 | 5028 | 0.3096 | 0.9371 |
| 0.0134 | 448.0 | 5040 | 0.3135 | 0.9308 |
| 0.0185 | 448.98 | 5051 | 0.3205 | 0.9371 |
| 0.0185 | 449.96 | 5062 | 0.3152 | 0.9371 |
| 0.0185 | 450.93 | 5073 | 0.3272 | 0.9308 |
| 0.0185 | 452.0 | 5085 | 0.3164 | 0.9371 |
| 0.0185 | 452.98 | 5096 | 0.3297 | 0.9245 |
| 0.0149 | 453.96 | 5107 | 0.3299 | 0.9245 |
| 0.0149 | 454.93 | 5118 | 0.3427 | 0.9308 |
| 0.0149 | 456.0 | 5130 | 0.3776 | 0.9245 |
| 0.0149 | 456.98 | 5141 | 0.3764 | 0.9182 |
| 0.0099 | 457.96 | 5152 | 0.3852 | 0.9182 |
| 0.0099 | 458.93 | 5163 | 0.3555 | 0.9245 |
| 0.0099 | 460.0 | 5175 | 0.3497 | 0.9245 |
| 0.0099 | 460.98 | 5186 | 0.3959 | 0.9119 |
| 0.0099 | 461.96 | 5197 | 0.3429 | 0.9308 |
| 0.0123 | 462.93 | 5208 | 0.3278 | 0.9308 |
| 0.0123 | 464.0 | 5220 | 0.3075 | 0.9371 |
| 0.0123 | 464.98 | 5231 | 0.3019 | 0.9371 |
| 0.0123 | 465.96 | 5242 | 0.3069 | 0.9371 |
| 0.0169 | 466.93 | 5253 | 0.3036 | 0.9371 |
| 0.0169 | 468.0 | 5265 | 0.3256 | 0.9371 |
| 0.0169 | 468.98 | 5276 | 0.3241 | 0.9308 |
| 0.0169 | 469.96 | 5287 | 0.3236 | 0.9245 |
| 0.0169 | 470.93 | 5298 | 0.3221 | 0.9308 |
| 0.0114 | 472.0 | 5310 | 0.2958 | 0.9371 |
| 0.0114 | 472.98 | 5321 | 0.2994 | 0.9371 |
| 0.0114 | 473.96 | 5332 | 0.2994 | 0.9371 |
| 0.0114 | 474.93 | 5343 | 0.4240 | 0.9245 |
| 0.0148 | 476.0 | 5355 | 0.3286 | 0.9308 |
| 0.0148 | 476.98 | 5366 | 0.2954 | 0.9434 |
| 0.0148 | 477.96 | 5377 | 0.2959 | 0.9434 |
| 0.0148 | 478.93 | 5388 | 0.2928 | 0.9434 |
| 0.0171 | 480.0 | 5400 | 0.2977 | 0.9434 |
| 0.0171 | 480.98 | 5411 | 0.3075 | 0.9434 |
| 0.0171 | 481.96 | 5422 | 0.3573 | 0.9308 |
| 0.0171 | 482.93 | 5433 | 0.3879 | 0.9182 |
| 0.0171 | 484.0 | 5445 | 0.3887 | 0.9119 |
| 0.0166 | 484.98 | 5456 | 0.3699 | 0.9182 |
| 0.0166 | 485.96 | 5467 | 0.3514 | 0.9308 |
| 0.0166 | 486.93 | 5478 | 0.3440 | 0.9308 |
| 0.0166 | 488.0 | 5490 | 0.3121 | 0.9371 |
| 0.0169 | 488.98 | 5501 | 0.3186 | 0.9371 |
| 0.0169 | 489.96 | 5512 | 0.3384 | 0.9308 |
| 0.0169 | 490.93 | 5523 | 0.3587 | 0.9245 |
| 0.0169 | 492.0 | 5535 | 0.3266 | 0.9371 |
| 0.0169 | 492.98 | 5546 | 0.3274 | 0.9308 |
| 0.0162 | 493.96 | 5557 | 0.3434 | 0.9245 |
| 0.0162 | 494.93 | 5568 | 0.3296 | 0.9245 |
| 0.0162 | 496.0 | 5580 | 0.3179 | 0.9371 |
| 0.0162 | 496.98 | 5591 | 0.3223 | 0.9371 |
| 0.0128 | 497.96 | 5602 | 0.3526 | 0.9182 |
| 0.0128 | 498.93 | 5613 | 0.3345 | 0.9308 |
| 0.0128 | 500.0 | 5625 | 0.3081 | 0.9308 |
| 0.0128 | 500.98 | 5636 | 0.3136 | 0.9308 |
| 0.0128 | 501.96 | 5647 | 0.3160 | 0.9308 |
| 0.0089 | 502.93 | 5658 | 0.3218 | 0.9308 |
| 0.0089 | 504.0 | 5670 | 0.3330 | 0.9308 |
| 0.0089 | 504.98 | 5681 | 0.3611 | 0.9245 |
| 0.0089 | 505.96 | 5692 | 0.3820 | 0.9245 |
| 0.0168 | 506.93 | 5703 | 0.3472 | 0.9245 |
| 0.0168 | 508.0 | 5715 | 0.3075 | 0.9308 |
| 0.0168 | 508.98 | 5726 | 0.3047 | 0.9308 |
| 0.0168 | 509.96 | 5737 | 0.3144 | 0.9371 |
| 0.0168 | 510.93 | 5748 | 0.3144 | 0.9371 |
| 0.0143 | 512.0 | 5760 | 0.3098 | 0.9308 |
| 0.0143 | 512.98 | 5771 | 0.3132 | 0.9371 |
| 0.0143 | 513.96 | 5782 | 0.3325 | 0.9371 |
| 0.0143 | 514.93 | 5793 | 0.3209 | 0.9371 |
| 0.014 | 516.0 | 5805 | 0.3192 | 0.9371 |
| 0.014 | 516.98 | 5816 | 0.3118 | 0.9245 |
| 0.014 | 517.96 | 5827 | 0.3142 | 0.9308 |
| 0.014 | 518.93 | 5838 | 0.3255 | 0.9371 |
| 0.0111 | 520.0 | 5850 | 0.3221 | 0.9371 |
| 0.0111 | 520.98 | 5861 | 0.3212 | 0.9308 |
| 0.0111 | 521.96 | 5872 | 0.3291 | 0.9245 |
| 0.0111 | 522.93 | 5883 | 0.3314 | 0.9245 |
| 0.0111 | 524.0 | 5895 | 0.3268 | 0.9308 |
| 0.0107 | 524.98 | 5906 | 0.3352 | 0.9371 |
| 0.0107 | 525.96 | 5917 | 0.3424 | 0.9371 |
| 0.0107 | 526.93 | 5928 | 0.3389 | 0.9308 |
| 0.0107 | 528.0 | 5940 | 0.3547 | 0.9371 |
| 0.01 | 528.98 | 5951 | 0.3475 | 0.9182 |
| 0.01 | 529.96 | 5962 | 0.3595 | 0.9371 |
| 0.01 | 530.93 | 5973 | 0.3673 | 0.9308 |
| 0.01 | 532.0 | 5985 | 0.4165 | 0.9119 |
| 0.01 | 532.98 | 5996 | 0.4247 | 0.9182 |
| 0.0126 | 533.96 | 6007 | 0.4062 | 0.9245 |
| 0.0126 | 534.93 | 6018 | 0.3752 | 0.9245 |
| 0.0126 | 536.0 | 6030 | 0.3574 | 0.9245 |
| 0.0126 | 536.98 | 6041 | 0.3824 | 0.9308 |
| 0.0126 | 537.96 | 6052 | 0.3730 | 0.9371 |
| 0.0126 | 538.93 | 6063 | 0.3704 | 0.9371 |
| 0.0126 | 540.0 | 6075 | 0.3814 | 0.9308 |
| 0.0126 | 540.98 | 6086 | 0.3649 | 0.9371 |
| 0.0126 | 541.96 | 6097 | 0.3811 | 0.9245 |
| 0.012 | 542.93 | 6108 | 0.3544 | 0.9245 |
| 0.012 | 544.0 | 6120 | 0.3615 | 0.9371 |
| 0.012 | 544.98 | 6131 | 0.3558 | 0.9371 |
| 0.012 | 545.96 | 6142 | 0.3482 | 0.9182 |
| 0.0135 | 546.93 | 6153 | 0.3668 | 0.9308 |
| 0.0135 | 548.0 | 6165 | 0.3404 | 0.9371 |
| 0.0135 | 548.98 | 6176 | 0.3340 | 0.9434 |
| 0.0135 | 549.96 | 6187 | 0.3377 | 0.9308 |
| 0.0135 | 550.93 | 6198 | 0.3407 | 0.9308 |
| 0.0101 | 552.0 | 6210 | 0.3389 | 0.9308 |
| 0.0101 | 552.98 | 6221 | 0.3305 | 0.9434 |
| 0.0101 | 553.96 | 6232 | 0.3199 | 0.9434 |
| 0.0101 | 554.93 | 6243 | 0.3338 | 0.9434 |
| 0.0175 | 556.0 | 6255 | 0.3323 | 0.9434 |
| 0.0175 | 556.98 | 6266 | 0.3403 | 0.9371 |
| 0.0175 | 557.96 | 6277 | 0.3474 | 0.9308 |
| 0.0175 | 558.93 | 6288 | 0.3499 | 0.9308 |
| 0.0108 | 560.0 | 6300 | 0.3429 | 0.9245 |
| 0.0108 | 560.98 | 6311 | 0.3396 | 0.9308 |
| 0.0108 | 561.96 | 6322 | 0.3467 | 0.9308 |
| 0.0108 | 562.93 | 6333 | 0.3349 | 0.9434 |
| 0.0108 | 564.0 | 6345 | 0.3381 | 0.9371 |
| 0.0139 | 564.98 | 6356 | 0.3274 | 0.9434 |
| 0.0139 | 565.96 | 6367 | 0.3319 | 0.9371 |
| 0.0139 | 566.93 | 6378 | 0.3321 | 0.9245 |
| 0.0139 | 568.0 | 6390 | 0.3547 | 0.9308 |
| 0.0138 | 568.98 | 6401 | 0.3662 | 0.9245 |
| 0.0138 | 569.96 | 6412 | 0.3455 | 0.9245 |
| 0.0138 | 570.93 | 6423 | 0.3478 | 0.9371 |
| 0.0138 | 572.0 | 6435 | 0.3400 | 0.9308 |
| 0.0138 | 572.98 | 6446 | 0.3513 | 0.9434 |
| 0.0095 | 573.96 | 6457 | 0.3462 | 0.9434 |
| 0.0095 | 574.93 | 6468 | 0.3349 | 0.9308 |
| 0.0095 | 576.0 | 6480 | 0.3376 | 0.9245 |
| 0.0095 | 576.98 | 6491 | 0.3373 | 0.9245 |
| 0.0138 | 577.96 | 6502 | 0.3311 | 0.9308 |
| 0.0138 | 578.93 | 6513 | 0.3312 | 0.9308 |
| 0.0138 | 580.0 | 6525 | 0.3291 | 0.9434 |
| 0.0138 | 580.98 | 6536 | 0.3442 | 0.9308 |
| 0.0138 | 581.96 | 6547 | 0.3806 | 0.9308 |
| 0.0163 | 582.93 | 6558 | 0.3934 | 0.9308 |
| 0.0163 | 584.0 | 6570 | 0.3990 | 0.9245 |
| 0.0163 | 584.98 | 6581 | 0.3533 | 0.9245 |
| 0.0163 | 585.96 | 6592 | 0.3410 | 0.9245 |
| 0.0152 | 586.93 | 6603 | 0.3351 | 0.9371 |
| 0.0152 | 588.0 | 6615 | 0.3369 | 0.9434 |
| 0.0152 | 588.98 | 6626 | 0.3542 | 0.9371 |
| 0.0152 | 589.96 | 6637 | 0.3729 | 0.9308 |
| 0.0152 | 590.93 | 6648 | 0.3407 | 0.9434 |
| 0.017 | 592.0 | 6660 | 0.3440 | 0.9308 |
| 0.017 | 592.98 | 6671 | 0.3493 | 0.9371 |
| 0.017 | 593.96 | 6682 | 0.3712 | 0.9371 |
| 0.017 | 594.93 | 6693 | 0.3646 | 0.9371 |
| 0.0113 | 596.0 | 6705 | 0.3663 | 0.9182 |
| 0.0113 | 596.98 | 6716 | 0.3726 | 0.9245 |
| 0.0113 | 597.96 | 6727 | 0.3530 | 0.9182 |
| 0.0113 | 598.93 | 6738 | 0.3452 | 0.9308 |
| 0.0115 | 600.0 | 6750 | 0.3340 | 0.9371 |
| 0.0115 | 600.98 | 6761 | 0.3489 | 0.9434 |
| 0.0115 | 601.96 | 6772 | 0.3408 | 0.9434 |
| 0.0115 | 602.93 | 6783 | 0.3424 | 0.9434 |
| 0.0115 | 604.0 | 6795 | 0.3480 | 0.9308 |
| 0.0132 | 604.98 | 6806 | 0.3439 | 0.9308 |
| 0.0132 | 605.96 | 6817 | 0.3531 | 0.9434 |
| 0.0132 | 606.93 | 6828 | 0.3808 | 0.9308 |
| 0.0132 | 608.0 | 6840 | 0.3441 | 0.9434 |
| 0.014 | 608.98 | 6851 | 0.3534 | 0.9434 |
| 0.014 | 609.96 | 6862 | 0.3583 | 0.9371 |
| 0.014 | 610.93 | 6873 | 0.3640 | 0.9371 |
| 0.014 | 612.0 | 6885 | 0.3588 | 0.9371 |
| 0.014 | 612.98 | 6896 | 0.3663 | 0.9371 |
| 0.0089 | 613.96 | 6907 | 0.3789 | 0.9371 |
| 0.0089 | 614.93 | 6918 | 0.3788 | 0.9371 |
| 0.0089 | 616.0 | 6930 | 0.3528 | 0.9308 |
| 0.0089 | 616.98 | 6941 | 0.3626 | 0.9182 |
| 0.0135 | 617.96 | 6952 | 0.3761 | 0.9182 |
| 0.0135 | 618.93 | 6963 | 0.3911 | 0.9308 |
| 0.0135 | 620.0 | 6975 | 0.3901 | 0.9371 |
| 0.0135 | 620.98 | 6986 | 0.4003 | 0.9308 |
| 0.0135 | 621.96 | 6997 | 0.3653 | 0.9371 |
| 0.0071 | 622.93 | 7008 | 0.3350 | 0.9371 |
| 0.0071 | 624.0 | 7020 | 0.3354 | 0.9371 |
| 0.0071 | 624.98 | 7031 | 0.3716 | 0.9434 |
| 0.0071 | 625.96 | 7042 | 0.3520 | 0.9371 |
| 0.0129 | 626.93 | 7053 | 0.3307 | 0.9371 |
| 0.0129 | 628.0 | 7065 | 0.3305 | 0.9434 |
| 0.0129 | 628.98 | 7076 | 0.3302 | 0.9434 |
| 0.0129 | 629.96 | 7087 | 0.3291 | 0.9434 |
| 0.0129 | 630.93 | 7098 | 0.3330 | 0.9434 |
| 0.0091 | 632.0 | 7110 | 0.3332 | 0.9371 |
| 0.0091 | 632.98 | 7121 | 0.3322 | 0.9434 |
| 0.0091 | 633.96 | 7132 | 0.3438 | 0.9371 |
| 0.0091 | 634.93 | 7143 | 0.3611 | 0.9434 |
| 0.0107 | 636.0 | 7155 | 0.3489 | 0.9371 |
| 0.0107 | 636.98 | 7166 | 0.3358 | 0.9371 |
| 0.0107 | 637.96 | 7177 | 0.3373 | 0.9371 |
| 0.0107 | 638.93 | 7188 | 0.3444 | 0.9371 |
| 0.0125 | 640.0 | 7200 | 0.3633 | 0.9371 |
| 0.0125 | 640.98 | 7211 | 0.3563 | 0.9308 |
| 0.0125 | 641.96 | 7222 | 0.3573 | 0.9308 |
| 0.0125 | 642.93 | 7233 | 0.3535 | 0.9308 |
| 0.0125 | 644.0 | 7245 | 0.3469 | 0.9308 |
| 0.0071 | 644.98 | 7256 | 0.3448 | 0.9371 |
| 0.0071 | 645.96 | 7267 | 0.3445 | 0.9371 |
| 0.0071 | 646.93 | 7278 | 0.3418 | 0.9371 |
| 0.0071 | 648.0 | 7290 | 0.3541 | 0.9371 |
| 0.0076 | 648.98 | 7301 | 0.3406 | 0.9308 |
| 0.0076 | 649.96 | 7312 | 0.3327 | 0.9434 |
| 0.0076 | 650.93 | 7323 | 0.3382 | 0.9434 |
| 0.0076 | 652.0 | 7335 | 0.3574 | 0.9371 |
| 0.0076 | 652.98 | 7346 | 0.3462 | 0.9371 |
| 0.0131 | 653.96 | 7357 | 0.3388 | 0.9434 |
| 0.0131 | 654.93 | 7368 | 0.3379 | 0.9371 |
| 0.0131 | 656.0 | 7380 | 0.3396 | 0.9434 |
| 0.0131 | 656.98 | 7391 | 0.3437 | 0.9371 |
| 0.0086 | 657.96 | 7402 | 0.3466 | 0.9308 |
| 0.0086 | 658.93 | 7413 | 0.3453 | 0.9371 |
| 0.0086 | 660.0 | 7425 | 0.3420 | 0.9371 |
| 0.0086 | 660.98 | 7436 | 0.3371 | 0.9434 |
| 0.0086 | 661.96 | 7447 | 0.3443 | 0.9371 |
| 0.0123 | 662.93 | 7458 | 0.3473 | 0.9371 |
| 0.0123 | 664.0 | 7470 | 0.3425 | 0.9371 |
| 0.0123 | 664.98 | 7481 | 0.3454 | 0.9308 |
| 0.0123 | 665.96 | 7492 | 0.3494 | 0.9371 |
| 0.0083 | 666.93 | 7503 | 0.3536 | 0.9371 |
| 0.0083 | 668.0 | 7515 | 0.3476 | 0.9434 |
| 0.0083 | 668.98 | 7526 | 0.3487 | 0.9371 |
| 0.0083 | 669.96 | 7537 | 0.3533 | 0.9371 |
| 0.0083 | 670.93 | 7548 | 0.3554 | 0.9371 |
| 0.0079 | 672.0 | 7560 | 0.3482 | 0.9434 |
| 0.0079 | 672.98 | 7571 | 0.3481 | 0.9434 |
| 0.0079 | 673.96 | 7582 | 0.3446 | 0.9434 |
| 0.0079 | 674.93 | 7593 | 0.3432 | 0.9371 |
| 0.0111 | 676.0 | 7605 | 0.3470 | 0.9308 |
| 0.0111 | 676.98 | 7616 | 0.3393 | 0.9371 |
| 0.0111 | 677.96 | 7627 | 0.3386 | 0.9434 |
| 0.0111 | 678.93 | 7638 | 0.3310 | 0.9434 |
| 0.0107 | 680.0 | 7650 | 0.3299 | 0.9434 |
| 0.0107 | 680.98 | 7661 | 0.3316 | 0.9434 |
| 0.0107 | 681.96 | 7672 | 0.3332 | 0.9434 |
| 0.0107 | 682.93 | 7683 | 0.3444 | 0.9434 |
| 0.0107 | 684.0 | 7695 | 0.3445 | 0.9434 |
| 0.0091 | 684.98 | 7706 | 0.3444 | 0.9434 |
| 0.0091 | 685.96 | 7717 | 0.3409 | 0.9434 |
| 0.0091 | 686.93 | 7728 | 0.3441 | 0.9371 |
| 0.0091 | 688.0 | 7740 | 0.3517 | 0.9308 |
| 0.0081 | 688.98 | 7751 | 0.3521 | 0.9434 |
| 0.0081 | 689.96 | 7762 | 0.3507 | 0.9434 |
| 0.0081 | 690.93 | 7773 | 0.3461 | 0.9371 |
| 0.0081 | 692.0 | 7785 | 0.3498 | 0.9371 |
| 0.0081 | 692.98 | 7796 | 0.3544 | 0.9308 |
| 0.009 | 693.96 | 7807 | 0.3557 | 0.9308 |
| 0.009 | 694.93 | 7818 | 0.3533 | 0.9308 |
| 0.009 | 696.0 | 7830 | 0.3559 | 0.9371 |
| 0.009 | 696.98 | 7841 | 0.3595 | 0.9371 |
| 0.0078 | 697.96 | 7852 | 0.3617 | 0.9371 |
| 0.0078 | 698.93 | 7863 | 0.3614 | 0.9371 |
| 0.0078 | 700.0 | 7875 | 0.3452 | 0.9434 |
| 0.0078 | 700.98 | 7886 | 0.3431 | 0.9434 |
| 0.0078 | 701.96 | 7897 | 0.3469 | 0.9371 |
| 0.0102 | 702.93 | 7908 | 0.3564 | 0.9371 |
| 0.0102 | 704.0 | 7920 | 0.3594 | 0.9371 |
| 0.0102 | 704.98 | 7931 | 0.3518 | 0.9371 |
| 0.0102 | 705.96 | 7942 | 0.3444 | 0.9434 |
| 0.008 | 706.93 | 7953 | 0.3426 | 0.9434 |
| 0.008 | 708.0 | 7965 | 0.3459 | 0.9434 |
| 0.008 | 708.98 | 7976 | 0.3511 | 0.9371 |
| 0.008 | 709.96 | 7987 | 0.3544 | 0.9434 |
| 0.008 | 710.93 | 7998 | 0.3567 | 0.9371 |
| 0.0053 | 712.0 | 8010 | 0.3674 | 0.9371 |
| 0.0053 | 712.98 | 8021 | 0.3630 | 0.9371 |
| 0.0053 | 713.96 | 8032 | 0.3602 | 0.9371 |
| 0.0053 | 714.93 | 8043 | 0.3566 | 0.9371 |
| 0.0071 | 716.0 | 8055 | 0.3646 | 0.9371 |
| 0.0071 | 716.98 | 8066 | 0.3646 | 0.9371 |
| 0.0071 | 717.96 | 8077 | 0.3593 | 0.9371 |
| 0.0071 | 718.93 | 8088 | 0.3625 | 0.9371 |
| 0.0071 | 720.0 | 8100 | 0.3610 | 0.9371 |
| 0.0071 | 720.98 | 8111 | 0.3589 | 0.9371 |
| 0.0071 | 721.96 | 8122 | 0.3529 | 0.9371 |
| 0.0071 | 722.93 | 8133 | 0.3484 | 0.9371 |
| 0.0071 | 724.0 | 8145 | 0.3469 | 0.9434 |
| 0.0098 | 724.98 | 8156 | 0.3481 | 0.9434 |
| 0.0098 | 725.96 | 8167 | 0.3464 | 0.9434 |
| 0.0098 | 726.93 | 8178 | 0.3482 | 0.9434 |
| 0.0098 | 728.0 | 8190 | 0.3467 | 0.9434 |
| 0.0159 | 728.98 | 8201 | 0.3461 | 0.9371 |
| 0.0159 | 729.96 | 8212 | 0.3438 | 0.9434 |
| 0.0159 | 730.93 | 8223 | 0.3394 | 0.9434 |
| 0.0159 | 732.0 | 8235 | 0.3356 | 0.9434 |
| 0.0159 | 732.98 | 8246 | 0.3356 | 0.9434 |
| 0.0128 | 733.96 | 8257 | 0.3372 | 0.9434 |
| 0.0128 | 734.93 | 8268 | 0.3392 | 0.9434 |
| 0.0128 | 736.0 | 8280 | 0.3455 | 0.9371 |
| 0.0128 | 736.98 | 8291 | 0.3487 | 0.9371 |
| 0.0086 | 737.96 | 8302 | 0.3468 | 0.9371 |
| 0.0086 | 738.93 | 8313 | 0.3445 | 0.9371 |
| 0.0086 | 740.0 | 8325 | 0.3425 | 0.9434 |
| 0.0086 | 740.98 | 8336 | 0.3453 | 0.9371 |
| 0.0086 | 741.96 | 8347 | 0.3448 | 0.9371 |
| 0.011 | 742.93 | 8358 | 0.3412 | 0.9371 |
| 0.011 | 744.0 | 8370 | 0.3392 | 0.9371 |
| 0.011 | 744.98 | 8381 | 0.3390 | 0.9371 |
| 0.011 | 745.96 | 8392 | 0.3395 | 0.9371 |
| 0.0074 | 746.93 | 8403 | 0.3383 | 0.9371 |
| 0.0074 | 748.0 | 8415 | 0.3378 | 0.9434 |
| 0.0074 | 748.98 | 8426 | 0.3348 | 0.9371 |
| 0.0074 | 749.96 | 8437 | 0.3335 | 0.9434 |
| 0.0074 | 750.93 | 8448 | 0.3342 | 0.9434 |
| 0.0087 | 752.0 | 8460 | 0.3347 | 0.9434 |
| 0.0087 | 752.98 | 8471 | 0.3363 | 0.9434 |
| 0.0087 | 753.96 | 8482 | 0.3378 | 0.9434 |
| 0.0087 | 754.93 | 8493 | 0.3384 | 0.9434 |
| 0.0061 | 756.0 | 8505 | 0.3406 | 0.9308 |
| 0.0061 | 756.98 | 8516 | 0.3440 | 0.9371 |
| 0.0061 | 757.96 | 8527 | 0.3441 | 0.9308 |
| 0.0061 | 758.93 | 8538 | 0.3424 | 0.9308 |
| 0.0119 | 760.0 | 8550 | 0.3426 | 0.9371 |
| 0.0119 | 760.98 | 8561 | 0.3428 | 0.9371 |
| 0.0119 | 761.96 | 8572 | 0.3440 | 0.9308 |
| 0.0119 | 762.93 | 8583 | 0.3443 | 0.9308 |
| 0.0119 | 764.0 | 8595 | 0.3455 | 0.9308 |
| 0.0056 | 764.98 | 8606 | 0.3460 | 0.9308 |
| 0.0056 | 765.96 | 8617 | 0.3463 | 0.9308 |
| 0.0056 | 766.93 | 8628 | 0.3466 | 0.9308 |
| 0.0056 | 768.0 | 8640 | 0.3466 | 0.9308 |
| 0.0094 | 768.98 | 8651 | 0.3474 | 0.9308 |
| 0.0094 | 769.96 | 8662 | 0.3476 | 0.9308 |
| 0.0094 | 770.93 | 8673 | 0.3482 | 0.9308 |
| 0.0094 | 772.0 | 8685 | 0.3486 | 0.9308 |
| 0.0094 | 772.98 | 8696 | 0.3485 | 0.9308 |
| 0.014 | 773.96 | 8707 | 0.3478 | 0.9308 |
| 0.014 | 774.93 | 8718 | 0.3472 | 0.9308 |
| 0.014 | 776.0 | 8730 | 0.3465 | 0.9308 |
| 0.014 | 776.98 | 8741 | 0.3461 | 0.9308 |
| 0.0126 | 777.96 | 8752 | 0.3467 | 0.9308 |
| 0.0126 | 778.93 | 8763 | 0.3471 | 0.9308 |
| 0.0126 | 780.0 | 8775 | 0.3471 | 0.9308 |
| 0.0126 | 780.98 | 8786 | 0.3472 | 0.9308 |
| 0.0126 | 781.96 | 8797 | 0.3471 | 0.9308 |
| 0.0048 | 782.22 | 8800 | 0.3472 | 0.9308 |
### Framework versions
- Transformers 4.39.0.dev0
- Pytorch 2.2.1+cu121
- Datasets 2.17.1
- Tokenizers 0.15.2
|