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vit-base_tobacco_lr1e-5_wr_0.05_wd_0.1
This model is a fine-tuned version of jordyvl/vit-base_tobacco on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.9592
- Accuracy: 0.775
- Brier Loss: 0.3981
- Nll: 1.5416
- F1 Micro: 0.775
- F1 Macro: 0.7418
- Ece: 0.2227
- Aurc: 0.1082
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: 1e-05
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 16
- 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: 0.05
- num_epochs: 300
Training results
Training Loss | Epoch | Step | Validation Loss | Accuracy | Brier Loss | Nll | F1 Micro | F1 Macro | Ece | Aurc |
---|---|---|---|---|---|---|---|---|---|---|
No log | 0.96 | 12 | 0.7440 | 0.815 | 0.3076 | 1.1842 | 0.815 | 0.7942 | 0.2216 | 0.0733 |
No log | 2.0 | 25 | 0.7436 | 0.82 | 0.3075 | 1.1869 | 0.82 | 0.8049 | 0.2132 | 0.0741 |
No log | 2.96 | 37 | 0.7454 | 0.81 | 0.3085 | 1.1880 | 0.81 | 0.7914 | 0.2312 | 0.0755 |
No log | 4.0 | 50 | 0.7439 | 0.815 | 0.3077 | 1.1846 | 0.815 | 0.7926 | 0.2369 | 0.0760 |
No log | 4.96 | 62 | 0.7370 | 0.82 | 0.3040 | 1.1982 | 0.82 | 0.8028 | 0.2374 | 0.0745 |
No log | 6.0 | 75 | 0.7507 | 0.82 | 0.3112 | 1.1980 | 0.82 | 0.8005 | 0.2513 | 0.0809 |
No log | 6.96 | 87 | 0.7370 | 0.805 | 0.3060 | 1.1778 | 0.805 | 0.7841 | 0.2522 | 0.0746 |
No log | 8.0 | 100 | 0.7437 | 0.81 | 0.3076 | 1.1846 | 0.81 | 0.7877 | 0.2301 | 0.0804 |
No log | 8.96 | 112 | 0.7311 | 0.81 | 0.3031 | 1.1975 | 0.81 | 0.7920 | 0.2084 | 0.0753 |
No log | 10.0 | 125 | 0.7305 | 0.8 | 0.3020 | 1.1785 | 0.8000 | 0.7792 | 0.2131 | 0.0777 |
No log | 10.96 | 137 | 0.7478 | 0.805 | 0.3119 | 1.3979 | 0.805 | 0.7860 | 0.2133 | 0.0827 |
No log | 12.0 | 150 | 0.7469 | 0.805 | 0.3082 | 1.3337 | 0.805 | 0.7844 | 0.2213 | 0.0843 |
No log | 12.96 | 162 | 0.7545 | 0.805 | 0.3114 | 1.4280 | 0.805 | 0.7893 | 0.2092 | 0.0935 |
No log | 14.0 | 175 | 0.7283 | 0.795 | 0.3012 | 1.1856 | 0.795 | 0.7739 | 0.2182 | 0.0806 |
No log | 14.96 | 187 | 0.7219 | 0.815 | 0.2972 | 1.2792 | 0.815 | 0.8043 | 0.2024 | 0.0734 |
No log | 16.0 | 200 | 0.7284 | 0.805 | 0.3001 | 1.2528 | 0.805 | 0.7899 | 0.2068 | 0.0858 |
No log | 16.96 | 212 | 0.7191 | 0.805 | 0.2981 | 1.3067 | 0.805 | 0.7919 | 0.2062 | 0.0809 |
No log | 18.0 | 225 | 0.7221 | 0.8 | 0.3011 | 1.1747 | 0.8000 | 0.7792 | 0.2091 | 0.0803 |
No log | 18.96 | 237 | 0.7253 | 0.81 | 0.2995 | 1.3143 | 0.81 | 0.7955 | 0.2136 | 0.0889 |
No log | 20.0 | 250 | 0.7186 | 0.8 | 0.2981 | 1.1839 | 0.8000 | 0.7819 | 0.1899 | 0.0812 |
No log | 20.96 | 262 | 0.7247 | 0.805 | 0.3012 | 1.2501 | 0.805 | 0.7925 | 0.2214 | 0.0891 |
No log | 22.0 | 275 | 0.7317 | 0.805 | 0.3058 | 1.3767 | 0.805 | 0.7853 | 0.2141 | 0.0893 |
No log | 22.96 | 287 | 0.7250 | 0.81 | 0.3031 | 1.3683 | 0.81 | 0.7907 | 0.1886 | 0.0838 |
No log | 24.0 | 300 | 0.7137 | 0.805 | 0.2983 | 1.3088 | 0.805 | 0.7851 | 0.1799 | 0.0782 |
No log | 24.96 | 312 | 0.7334 | 0.81 | 0.3070 | 1.4296 | 0.81 | 0.7909 | 0.1903 | 0.0898 |
No log | 26.0 | 325 | 0.7284 | 0.81 | 0.3035 | 1.2467 | 0.81 | 0.7984 | 0.2152 | 0.0916 |
No log | 26.96 | 337 | 0.7242 | 0.805 | 0.3020 | 1.3077 | 0.805 | 0.7862 | 0.2071 | 0.0891 |
No log | 28.0 | 350 | 0.7285 | 0.81 | 0.3028 | 1.3756 | 0.81 | 0.7910 | 0.2158 | 0.0915 |
No log | 28.96 | 362 | 0.7253 | 0.8 | 0.3016 | 1.3714 | 0.8000 | 0.7716 | 0.2057 | 0.0894 |
No log | 30.0 | 375 | 0.7321 | 0.8 | 0.3068 | 1.3688 | 0.8000 | 0.7736 | 0.1943 | 0.0885 |
No log | 30.96 | 387 | 0.7294 | 0.8 | 0.3047 | 1.3713 | 0.8000 | 0.7746 | 0.2138 | 0.0900 |
No log | 32.0 | 400 | 0.7296 | 0.81 | 0.3054 | 1.3749 | 0.81 | 0.7921 | 0.2074 | 0.0910 |
No log | 32.96 | 412 | 0.7311 | 0.805 | 0.3061 | 1.3704 | 0.805 | 0.7811 | 0.1984 | 0.0920 |
No log | 34.0 | 425 | 0.7291 | 0.805 | 0.3049 | 1.3686 | 0.805 | 0.7811 | 0.2126 | 0.0916 |
No log | 34.96 | 437 | 0.7301 | 0.795 | 0.3048 | 1.3712 | 0.795 | 0.7654 | 0.1917 | 0.0904 |
No log | 36.0 | 450 | 0.7318 | 0.81 | 0.3072 | 1.3695 | 0.81 | 0.7844 | 0.1976 | 0.0900 |
No log | 36.96 | 462 | 0.7403 | 0.795 | 0.3102 | 1.3712 | 0.795 | 0.7656 | 0.2039 | 0.0934 |
No log | 38.0 | 475 | 0.7376 | 0.795 | 0.3095 | 1.3653 | 0.795 | 0.7654 | 0.1982 | 0.0920 |
No log | 38.96 | 487 | 0.7326 | 0.805 | 0.3049 | 1.3815 | 0.805 | 0.7744 | 0.1820 | 0.0948 |
0.1331 | 40.0 | 500 | 0.7268 | 0.8 | 0.3038 | 1.3702 | 0.8000 | 0.7704 | 0.2051 | 0.0899 |
0.1331 | 40.96 | 512 | 0.7371 | 0.8 | 0.3074 | 1.3824 | 0.8000 | 0.7684 | 0.1946 | 0.0939 |
0.1331 | 42.0 | 525 | 0.7374 | 0.81 | 0.3107 | 1.3600 | 0.81 | 0.7844 | 0.2109 | 0.0910 |
0.1331 | 42.96 | 537 | 0.7366 | 0.8 | 0.3071 | 1.4434 | 0.8000 | 0.7776 | 0.2042 | 0.0935 |
0.1331 | 44.0 | 550 | 0.7362 | 0.805 | 0.3083 | 1.3721 | 0.805 | 0.7829 | 0.1782 | 0.0929 |
0.1331 | 44.96 | 562 | 0.7389 | 0.8 | 0.3110 | 1.3695 | 0.8000 | 0.7704 | 0.1966 | 0.0917 |
0.1331 | 46.0 | 575 | 0.7426 | 0.79 | 0.3108 | 1.5068 | 0.79 | 0.7644 | 0.1938 | 0.0968 |
0.1331 | 46.96 | 587 | 0.7395 | 0.8 | 0.3096 | 1.3760 | 0.8000 | 0.7704 | 0.1951 | 0.0927 |
0.1331 | 48.0 | 600 | 0.7540 | 0.805 | 0.3185 | 1.4936 | 0.805 | 0.7821 | 0.1958 | 0.0979 |
0.1331 | 48.96 | 612 | 0.7413 | 0.805 | 0.3116 | 1.4368 | 0.805 | 0.7829 | 0.1835 | 0.0955 |
0.1331 | 50.0 | 625 | 0.7543 | 0.805 | 0.3167 | 1.4402 | 0.805 | 0.7831 | 0.2143 | 0.0974 |
0.1331 | 50.96 | 637 | 0.7378 | 0.805 | 0.3087 | 1.3850 | 0.805 | 0.7829 | 0.1886 | 0.0935 |
0.1331 | 52.0 | 650 | 0.7545 | 0.795 | 0.3175 | 1.3873 | 0.795 | 0.7656 | 0.2007 | 0.0957 |
0.1331 | 52.96 | 662 | 0.7464 | 0.8 | 0.3140 | 1.3734 | 0.8000 | 0.7707 | 0.1872 | 0.0938 |
0.1331 | 54.0 | 675 | 0.7439 | 0.8 | 0.3120 | 1.3765 | 0.8000 | 0.7704 | 0.2036 | 0.0942 |
0.1331 | 54.96 | 687 | 0.7506 | 0.8 | 0.3150 | 1.3788 | 0.8000 | 0.7707 | 0.1788 | 0.0959 |
0.1331 | 56.0 | 700 | 0.7511 | 0.805 | 0.3158 | 1.4378 | 0.805 | 0.7829 | 0.2054 | 0.0955 |
0.1331 | 56.96 | 712 | 0.7587 | 0.805 | 0.3196 | 1.4494 | 0.805 | 0.7831 | 0.1844 | 0.0972 |
0.1331 | 58.0 | 725 | 0.7505 | 0.8 | 0.3154 | 1.3759 | 0.8000 | 0.7704 | 0.1913 | 0.0953 |
0.1331 | 58.96 | 737 | 0.7553 | 0.79 | 0.3167 | 1.4457 | 0.79 | 0.7549 | 0.1977 | 0.0959 |
0.1331 | 60.0 | 750 | 0.7543 | 0.8 | 0.3175 | 1.3807 | 0.8000 | 0.7707 | 0.1963 | 0.0953 |
0.1331 | 60.96 | 762 | 0.7592 | 0.795 | 0.3200 | 1.3759 | 0.795 | 0.7681 | 0.1986 | 0.0961 |
0.1331 | 62.0 | 775 | 0.7557 | 0.795 | 0.3185 | 1.3785 | 0.795 | 0.7634 | 0.1971 | 0.0948 |
0.1331 | 62.96 | 787 | 0.7591 | 0.79 | 0.3200 | 1.4466 | 0.79 | 0.7613 | 0.2033 | 0.0963 |
0.1331 | 64.0 | 800 | 0.7624 | 0.795 | 0.3210 | 1.4423 | 0.795 | 0.7621 | 0.2030 | 0.0962 |
0.1331 | 64.96 | 812 | 0.7674 | 0.79 | 0.3240 | 1.4454 | 0.79 | 0.7596 | 0.1973 | 0.0969 |
0.1331 | 66.0 | 825 | 0.7645 | 0.79 | 0.3224 | 1.4497 | 0.79 | 0.7611 | 0.1999 | 0.0964 |
0.1331 | 66.96 | 837 | 0.7652 | 0.795 | 0.3234 | 1.4418 | 0.795 | 0.7668 | 0.1819 | 0.0968 |
0.1331 | 68.0 | 850 | 0.7695 | 0.795 | 0.3250 | 1.4969 | 0.795 | 0.7606 | 0.1914 | 0.0979 |
0.1331 | 68.96 | 862 | 0.7708 | 0.785 | 0.3258 | 1.4482 | 0.785 | 0.7516 | 0.1954 | 0.0976 |
0.1331 | 70.0 | 875 | 0.7691 | 0.795 | 0.3249 | 1.4960 | 0.795 | 0.7673 | 0.1895 | 0.0976 |
0.1331 | 70.96 | 887 | 0.7741 | 0.785 | 0.3272 | 1.5043 | 0.785 | 0.7519 | 0.1898 | 0.0982 |
0.1331 | 72.0 | 900 | 0.7788 | 0.79 | 0.3293 | 1.5094 | 0.79 | 0.7611 | 0.1738 | 0.0995 |
0.1331 | 72.96 | 912 | 0.7837 | 0.785 | 0.3329 | 1.5306 | 0.785 | 0.7577 | 0.2002 | 0.1004 |
0.1331 | 74.0 | 925 | 0.7755 | 0.785 | 0.3280 | 1.4985 | 0.785 | 0.7514 | 0.1906 | 0.0981 |
0.1331 | 74.96 | 937 | 0.7797 | 0.785 | 0.3308 | 1.4611 | 0.785 | 0.7580 | 0.1925 | 0.0994 |
0.1331 | 76.0 | 950 | 0.7744 | 0.785 | 0.3273 | 1.4441 | 0.785 | 0.7519 | 0.1929 | 0.0976 |
0.1331 | 76.96 | 962 | 0.7766 | 0.785 | 0.3295 | 1.4420 | 0.785 | 0.7516 | 0.1899 | 0.0972 |
0.1331 | 78.0 | 975 | 0.7888 | 0.785 | 0.3339 | 1.4991 | 0.785 | 0.7573 | 0.1879 | 0.0998 |
0.1331 | 78.96 | 987 | 0.7765 | 0.795 | 0.3292 | 1.4915 | 0.795 | 0.7663 | 0.1750 | 0.0948 |
0.071 | 80.0 | 1000 | 0.7821 | 0.785 | 0.3303 | 1.4990 | 0.785 | 0.7519 | 0.1940 | 0.0986 |
0.071 | 80.96 | 1012 | 0.7860 | 0.79 | 0.3330 | 1.4977 | 0.79 | 0.7644 | 0.1698 | 0.0976 |
0.071 | 82.0 | 1025 | 0.7882 | 0.78 | 0.3342 | 1.5243 | 0.78 | 0.7482 | 0.1930 | 0.1006 |
0.071 | 82.96 | 1037 | 0.7879 | 0.78 | 0.3333 | 1.5037 | 0.78 | 0.7491 | 0.2055 | 0.0995 |
0.071 | 84.0 | 1050 | 0.7842 | 0.78 | 0.3326 | 1.4959 | 0.78 | 0.7488 | 0.1945 | 0.0985 |
0.071 | 84.96 | 1062 | 0.7866 | 0.78 | 0.3338 | 1.4961 | 0.78 | 0.7488 | 0.1877 | 0.0982 |
0.071 | 86.0 | 1075 | 0.7931 | 0.785 | 0.3369 | 1.5006 | 0.785 | 0.7573 | 0.1898 | 0.1003 |
0.071 | 86.96 | 1087 | 0.7937 | 0.78 | 0.3360 | 1.5043 | 0.78 | 0.7488 | 0.1828 | 0.0999 |
0.071 | 88.0 | 1100 | 0.7948 | 0.78 | 0.3374 | 1.5034 | 0.78 | 0.7488 | 0.1893 | 0.0999 |
0.071 | 88.96 | 1112 | 0.7962 | 0.78 | 0.3372 | 1.5078 | 0.78 | 0.7494 | 0.1943 | 0.1011 |
0.071 | 90.0 | 1125 | 0.7956 | 0.785 | 0.3377 | 1.5039 | 0.785 | 0.7516 | 0.1918 | 0.0999 |
0.071 | 90.96 | 1137 | 0.7996 | 0.78 | 0.3382 | 1.5060 | 0.78 | 0.7491 | 0.1982 | 0.1013 |
0.071 | 92.0 | 1150 | 0.7980 | 0.78 | 0.3381 | 1.5023 | 0.78 | 0.7488 | 0.1902 | 0.1004 |
0.071 | 92.96 | 1162 | 0.8015 | 0.78 | 0.3396 | 1.5029 | 0.78 | 0.7488 | 0.1978 | 0.1007 |
0.071 | 94.0 | 1175 | 0.8044 | 0.78 | 0.3411 | 1.5047 | 0.78 | 0.7488 | 0.1929 | 0.1012 |
0.071 | 94.96 | 1187 | 0.7977 | 0.78 | 0.3392 | 1.4989 | 0.78 | 0.7488 | 0.1866 | 0.0989 |
0.071 | 96.0 | 1200 | 0.8071 | 0.78 | 0.3425 | 1.5021 | 0.78 | 0.7488 | 0.1941 | 0.1018 |
0.071 | 96.96 | 1212 | 0.8033 | 0.78 | 0.3406 | 1.4967 | 0.78 | 0.7488 | 0.1913 | 0.1000 |
0.071 | 98.0 | 1225 | 0.8148 | 0.775 | 0.3466 | 1.4555 | 0.775 | 0.7462 | 0.1828 | 0.1036 |
0.071 | 98.96 | 1237 | 0.8062 | 0.78 | 0.3417 | 1.5007 | 0.78 | 0.7488 | 0.1949 | 0.1004 |
0.071 | 100.0 | 1250 | 0.8123 | 0.77 | 0.3456 | 1.5069 | 0.7700 | 0.7424 | 0.1964 | 0.1020 |
0.071 | 100.96 | 1262 | 0.8117 | 0.78 | 0.3452 | 1.5048 | 0.78 | 0.7488 | 0.2081 | 0.1020 |
0.071 | 102.0 | 1275 | 0.8125 | 0.77 | 0.3454 | 1.5066 | 0.7700 | 0.7424 | 0.2040 | 0.1022 |
0.071 | 102.96 | 1287 | 0.8134 | 0.775 | 0.3458 | 1.5048 | 0.775 | 0.7450 | 0.1977 | 0.1013 |
0.071 | 104.0 | 1300 | 0.8152 | 0.78 | 0.3461 | 1.5027 | 0.78 | 0.7488 | 0.2044 | 0.1014 |
0.071 | 104.96 | 1312 | 0.8185 | 0.78 | 0.3478 | 1.5057 | 0.78 | 0.7488 | 0.1900 | 0.1022 |
0.071 | 106.0 | 1325 | 0.8191 | 0.78 | 0.3480 | 1.5053 | 0.78 | 0.7488 | 0.2084 | 0.1026 |
0.071 | 106.96 | 1337 | 0.8207 | 0.77 | 0.3497 | 1.5095 | 0.7700 | 0.7424 | 0.1984 | 0.1025 |
0.071 | 108.0 | 1350 | 0.8221 | 0.77 | 0.3487 | 1.5095 | 0.7700 | 0.7424 | 0.1871 | 0.1031 |
0.071 | 108.96 | 1362 | 0.8229 | 0.765 | 0.3501 | 1.4607 | 0.765 | 0.7331 | 0.1920 | 0.1028 |
0.071 | 110.0 | 1375 | 0.8232 | 0.78 | 0.3498 | 1.5044 | 0.78 | 0.7488 | 0.1995 | 0.1023 |
0.071 | 110.96 | 1387 | 0.8279 | 0.785 | 0.3513 | 1.5060 | 0.785 | 0.7526 | 0.2073 | 0.1033 |
0.071 | 112.0 | 1400 | 0.8246 | 0.775 | 0.3505 | 1.5038 | 0.775 | 0.7450 | 0.1927 | 0.1018 |
0.071 | 112.96 | 1412 | 0.8308 | 0.765 | 0.3537 | 1.5095 | 0.765 | 0.7331 | 0.1931 | 0.1035 |
0.071 | 114.0 | 1425 | 0.8277 | 0.775 | 0.3513 | 1.5058 | 0.775 | 0.7395 | 0.1977 | 0.1022 |
0.071 | 114.96 | 1437 | 0.8302 | 0.76 | 0.3531 | 1.4583 | 0.76 | 0.7296 | 0.2112 | 0.1028 |
0.071 | 116.0 | 1450 | 0.8328 | 0.765 | 0.3535 | 1.5125 | 0.765 | 0.7331 | 0.2008 | 0.1037 |
0.071 | 116.96 | 1462 | 0.8309 | 0.76 | 0.3533 | 1.4542 | 0.76 | 0.7296 | 0.2037 | 0.1029 |
0.071 | 118.0 | 1475 | 0.8378 | 0.765 | 0.3558 | 1.5162 | 0.765 | 0.7323 | 0.2040 | 0.1055 |
0.071 | 118.96 | 1487 | 0.8341 | 0.76 | 0.3547 | 1.5076 | 0.76 | 0.7296 | 0.1942 | 0.1032 |
0.0462 | 120.0 | 1500 | 0.8367 | 0.76 | 0.3557 | 1.5134 | 0.76 | 0.7296 | 0.1987 | 0.1034 |
0.0462 | 120.96 | 1512 | 0.8369 | 0.76 | 0.3553 | 1.5081 | 0.76 | 0.7296 | 0.2121 | 0.1036 |
0.0462 | 122.0 | 1525 | 0.8385 | 0.77 | 0.3560 | 1.5076 | 0.7700 | 0.7357 | 0.1944 | 0.1034 |
0.0462 | 122.96 | 1537 | 0.8415 | 0.76 | 0.3577 | 1.5127 | 0.76 | 0.7296 | 0.2080 | 0.1040 |
0.0462 | 124.0 | 1550 | 0.8418 | 0.765 | 0.3571 | 1.5123 | 0.765 | 0.7333 | 0.1905 | 0.1043 |
0.0462 | 124.96 | 1562 | 0.8431 | 0.76 | 0.3581 | 1.5124 | 0.76 | 0.7296 | 0.2029 | 0.1043 |
0.0462 | 126.0 | 1575 | 0.8461 | 0.765 | 0.3595 | 1.5115 | 0.765 | 0.7331 | 0.1861 | 0.1044 |
0.0462 | 126.96 | 1587 | 0.8446 | 0.76 | 0.3586 | 1.5117 | 0.76 | 0.7296 | 0.1962 | 0.1043 |
0.0462 | 128.0 | 1600 | 0.8448 | 0.765 | 0.3585 | 1.5106 | 0.765 | 0.7333 | 0.1899 | 0.1048 |
0.0462 | 128.96 | 1612 | 0.8503 | 0.765 | 0.3611 | 1.5156 | 0.765 | 0.7323 | 0.1865 | 0.1050 |
0.0462 | 130.0 | 1625 | 0.8473 | 0.765 | 0.3597 | 1.5082 | 0.765 | 0.7333 | 0.1992 | 0.1040 |
0.0462 | 130.96 | 1637 | 0.8530 | 0.76 | 0.3617 | 1.5178 | 0.76 | 0.7296 | 0.2008 | 0.1053 |
0.0462 | 132.0 | 1650 | 0.8499 | 0.765 | 0.3608 | 1.5105 | 0.765 | 0.7321 | 0.1910 | 0.1035 |
0.0462 | 132.96 | 1662 | 0.8529 | 0.765 | 0.3612 | 1.5095 | 0.765 | 0.7333 | 0.1943 | 0.1043 |
0.0462 | 134.0 | 1675 | 0.8547 | 0.765 | 0.3635 | 1.5095 | 0.765 | 0.7321 | 0.2002 | 0.1032 |
0.0462 | 134.96 | 1687 | 0.8572 | 0.765 | 0.3638 | 1.5159 | 0.765 | 0.7333 | 0.1979 | 0.1056 |
0.0462 | 136.0 | 1700 | 0.8582 | 0.765 | 0.3642 | 1.5165 | 0.765 | 0.7333 | 0.2026 | 0.1057 |
0.0462 | 136.96 | 1712 | 0.8581 | 0.76 | 0.3639 | 1.5118 | 0.76 | 0.7296 | 0.1965 | 0.1052 |
0.0462 | 138.0 | 1725 | 0.8570 | 0.77 | 0.3629 | 1.5094 | 0.7700 | 0.7358 | 0.1870 | 0.1029 |
0.0462 | 138.96 | 1737 | 0.8611 | 0.76 | 0.3650 | 1.5129 | 0.76 | 0.7296 | 0.1919 | 0.1040 |
0.0462 | 140.0 | 1750 | 0.8618 | 0.76 | 0.3659 | 1.5131 | 0.76 | 0.7296 | 0.1981 | 0.1042 |
0.0462 | 140.96 | 1762 | 0.8605 | 0.765 | 0.3652 | 1.5115 | 0.765 | 0.7333 | 0.1875 | 0.1048 |
0.0462 | 142.0 | 1775 | 0.8647 | 0.76 | 0.3666 | 1.5157 | 0.76 | 0.7296 | 0.2002 | 0.1052 |
0.0462 | 142.96 | 1787 | 0.8618 | 0.76 | 0.3654 | 1.5116 | 0.76 | 0.7296 | 0.2006 | 0.1045 |
0.0462 | 144.0 | 1800 | 0.8672 | 0.765 | 0.3672 | 1.5160 | 0.765 | 0.7333 | 0.1979 | 0.1053 |
0.0462 | 144.96 | 1812 | 0.8625 | 0.77 | 0.3648 | 1.5080 | 0.7700 | 0.7358 | 0.1975 | 0.1026 |
0.0462 | 146.0 | 1825 | 0.8695 | 0.765 | 0.3679 | 1.5169 | 0.765 | 0.7323 | 0.1973 | 0.1051 |
0.0462 | 146.96 | 1837 | 0.8696 | 0.76 | 0.3685 | 1.5132 | 0.76 | 0.7296 | 0.1936 | 0.1037 |
0.0462 | 148.0 | 1850 | 0.8678 | 0.765 | 0.3671 | 1.5110 | 0.765 | 0.7333 | 0.2008 | 0.1040 |
0.0462 | 148.96 | 1862 | 0.8713 | 0.765 | 0.3690 | 1.5152 | 0.765 | 0.7333 | 0.1983 | 0.1050 |
0.0462 | 150.0 | 1875 | 0.8716 | 0.765 | 0.3687 | 1.5163 | 0.765 | 0.7323 | 0.2029 | 0.1051 |
0.0462 | 150.96 | 1887 | 0.8724 | 0.77 | 0.3691 | 1.5113 | 0.7700 | 0.7358 | 0.1997 | 0.1037 |
0.0462 | 152.0 | 1900 | 0.8729 | 0.765 | 0.3695 | 1.5134 | 0.765 | 0.7333 | 0.1966 | 0.1050 |
0.0462 | 152.96 | 1912 | 0.8760 | 0.765 | 0.3706 | 1.5131 | 0.765 | 0.7333 | 0.2046 | 0.1040 |
0.0462 | 154.0 | 1925 | 0.8761 | 0.765 | 0.3707 | 1.5138 | 0.765 | 0.7333 | 0.1896 | 0.1037 |
0.0462 | 154.96 | 1937 | 0.8778 | 0.765 | 0.3711 | 1.5138 | 0.765 | 0.7333 | 0.2012 | 0.1046 |
0.0462 | 156.0 | 1950 | 0.8768 | 0.765 | 0.3712 | 1.5125 | 0.765 | 0.7333 | 0.1891 | 0.1041 |
0.0462 | 156.96 | 1962 | 0.8816 | 0.77 | 0.3732 | 1.5205 | 0.7700 | 0.7360 | 0.1993 | 0.1067 |
0.0462 | 158.0 | 1975 | 0.8793 | 0.765 | 0.3718 | 1.5157 | 0.765 | 0.7333 | 0.2025 | 0.1049 |
0.0462 | 158.96 | 1987 | 0.8788 | 0.77 | 0.3713 | 1.5126 | 0.7700 | 0.7358 | 0.2044 | 0.1039 |
0.0335 | 160.0 | 2000 | 0.8851 | 0.77 | 0.3739 | 1.5193 | 0.7700 | 0.7360 | 0.2042 | 0.1069 |
0.0335 | 160.96 | 2012 | 0.8872 | 0.77 | 0.3748 | 1.5200 | 0.7700 | 0.7360 | 0.2009 | 0.1057 |
0.0335 | 162.0 | 2025 | 0.8827 | 0.765 | 0.3731 | 1.5144 | 0.765 | 0.7333 | 0.1897 | 0.1050 |
0.0335 | 162.96 | 2037 | 0.8821 | 0.765 | 0.3724 | 1.5129 | 0.765 | 0.7333 | 0.1971 | 0.1042 |
0.0335 | 164.0 | 2050 | 0.8919 | 0.77 | 0.3770 | 1.5229 | 0.7700 | 0.7360 | 0.2119 | 0.1061 |
0.0335 | 164.96 | 2062 | 0.8907 | 0.765 | 0.3764 | 1.5240 | 0.765 | 0.7323 | 0.2125 | 0.1069 |
0.0335 | 166.0 | 2075 | 0.8857 | 0.765 | 0.3743 | 1.5127 | 0.765 | 0.7333 | 0.1906 | 0.1044 |
0.0335 | 166.96 | 2087 | 0.8928 | 0.77 | 0.3771 | 1.5253 | 0.7700 | 0.7360 | 0.2062 | 0.1062 |
0.0335 | 168.0 | 2100 | 0.8895 | 0.77 | 0.3750 | 1.5179 | 0.7700 | 0.7360 | 0.2062 | 0.1054 |
0.0335 | 168.96 | 2112 | 0.8904 | 0.77 | 0.3754 | 1.5178 | 0.7700 | 0.7360 | 0.2048 | 0.1055 |
0.0335 | 170.0 | 2125 | 0.8919 | 0.765 | 0.3766 | 1.5137 | 0.765 | 0.7333 | 0.2170 | 0.1044 |
0.0335 | 170.96 | 2137 | 0.8949 | 0.77 | 0.3779 | 1.5203 | 0.7700 | 0.7360 | 0.2042 | 0.1069 |
0.0335 | 172.0 | 2150 | 0.8949 | 0.77 | 0.3779 | 1.5204 | 0.7700 | 0.7360 | 0.2078 | 0.1069 |
0.0335 | 172.96 | 2162 | 0.8986 | 0.765 | 0.3794 | 1.5241 | 0.765 | 0.7310 | 0.2079 | 0.1072 |
0.0335 | 174.0 | 2175 | 0.8978 | 0.76 | 0.3787 | 1.5201 | 0.76 | 0.7272 | 0.2108 | 0.1056 |
0.0335 | 174.96 | 2187 | 0.8990 | 0.77 | 0.3786 | 1.5198 | 0.7700 | 0.7360 | 0.2032 | 0.1053 |
0.0335 | 176.0 | 2200 | 0.9003 | 0.77 | 0.3794 | 1.5206 | 0.7700 | 0.7360 | 0.1996 | 0.1060 |
0.0335 | 176.96 | 2212 | 0.9000 | 0.77 | 0.3797 | 1.5196 | 0.7700 | 0.7360 | 0.2116 | 0.1063 |
0.0335 | 178.0 | 2225 | 0.9000 | 0.765 | 0.3794 | 1.5178 | 0.765 | 0.7333 | 0.1875 | 0.1055 |
0.0335 | 178.96 | 2237 | 0.9034 | 0.77 | 0.3804 | 1.5218 | 0.7700 | 0.7360 | 0.1964 | 0.1068 |
0.0335 | 180.0 | 2250 | 0.9020 | 0.77 | 0.3802 | 1.5198 | 0.7700 | 0.7360 | 0.2058 | 0.1063 |
0.0335 | 180.96 | 2262 | 0.9037 | 0.77 | 0.3808 | 1.5192 | 0.7700 | 0.7360 | 0.1976 | 0.1063 |
0.0335 | 182.0 | 2275 | 0.9059 | 0.77 | 0.3812 | 1.5227 | 0.7700 | 0.7360 | 0.1962 | 0.1067 |
0.0335 | 182.96 | 2287 | 0.9063 | 0.77 | 0.3818 | 1.5206 | 0.7700 | 0.7360 | 0.2000 | 0.1065 |
0.0335 | 184.0 | 2300 | 0.9058 | 0.77 | 0.3814 | 1.5196 | 0.7700 | 0.7360 | 0.1926 | 0.1061 |
0.0335 | 184.96 | 2312 | 0.9082 | 0.77 | 0.3821 | 1.5211 | 0.7700 | 0.7360 | 0.2001 | 0.1067 |
0.0335 | 186.0 | 2325 | 0.9083 | 0.77 | 0.3824 | 1.5204 | 0.7700 | 0.7360 | 0.2062 | 0.1057 |
0.0335 | 186.96 | 2337 | 0.9090 | 0.77 | 0.3824 | 1.5220 | 0.7700 | 0.7360 | 0.2027 | 0.1063 |
0.0335 | 188.0 | 2350 | 0.9106 | 0.77 | 0.3828 | 1.5213 | 0.7700 | 0.7360 | 0.1968 | 0.1068 |
0.0335 | 188.96 | 2362 | 0.9116 | 0.77 | 0.3829 | 1.5238 | 0.7700 | 0.7360 | 0.2029 | 0.1071 |
0.0335 | 190.0 | 2375 | 0.9120 | 0.77 | 0.3835 | 1.5225 | 0.7700 | 0.7360 | 0.1953 | 0.1064 |
0.0335 | 190.96 | 2387 | 0.9123 | 0.77 | 0.3835 | 1.5227 | 0.7700 | 0.7360 | 0.2080 | 0.1069 |
0.0335 | 192.0 | 2400 | 0.9131 | 0.775 | 0.3838 | 1.5222 | 0.775 | 0.7418 | 0.2039 | 0.1061 |
0.0335 | 192.96 | 2412 | 0.9144 | 0.765 | 0.3841 | 1.5200 | 0.765 | 0.7333 | 0.2163 | 0.1060 |
0.0335 | 194.0 | 2425 | 0.9138 | 0.77 | 0.3839 | 1.5200 | 0.7700 | 0.7360 | 0.2092 | 0.1057 |
0.0335 | 194.96 | 2437 | 0.9164 | 0.775 | 0.3850 | 1.5249 | 0.775 | 0.7418 | 0.2188 | 0.1065 |
0.0335 | 196.0 | 2450 | 0.9185 | 0.77 | 0.3861 | 1.5257 | 0.7700 | 0.7360 | 0.2087 | 0.1067 |
0.0335 | 196.96 | 2462 | 0.9207 | 0.77 | 0.3868 | 1.5286 | 0.7700 | 0.7360 | 0.2063 | 0.1074 |
0.0335 | 198.0 | 2475 | 0.9191 | 0.77 | 0.3858 | 1.5254 | 0.7700 | 0.7360 | 0.2129 | 0.1068 |
0.0335 | 198.96 | 2487 | 0.9195 | 0.77 | 0.3861 | 1.5240 | 0.7700 | 0.7360 | 0.2059 | 0.1066 |
0.0264 | 200.0 | 2500 | 0.9205 | 0.77 | 0.3864 | 1.5246 | 0.7700 | 0.7360 | 0.2081 | 0.1069 |
0.0264 | 200.96 | 2512 | 0.9214 | 0.77 | 0.3865 | 1.5235 | 0.7700 | 0.7360 | 0.2018 | 0.1066 |
0.0264 | 202.0 | 2525 | 0.9216 | 0.775 | 0.3867 | 1.5253 | 0.775 | 0.7418 | 0.2156 | 0.1068 |
0.0264 | 202.96 | 2537 | 0.9218 | 0.775 | 0.3870 | 1.5225 | 0.775 | 0.7418 | 0.2108 | 0.1064 |
0.0264 | 204.0 | 2550 | 0.9241 | 0.775 | 0.3871 | 1.4893 | 0.775 | 0.7418 | 0.2087 | 0.1071 |
0.0264 | 204.96 | 2562 | 0.9270 | 0.77 | 0.3889 | 1.5244 | 0.7700 | 0.7360 | 0.2024 | 0.1071 |
0.0264 | 206.0 | 2575 | 0.9260 | 0.775 | 0.3885 | 1.5262 | 0.775 | 0.7418 | 0.2116 | 0.1069 |
0.0264 | 206.96 | 2587 | 0.9259 | 0.775 | 0.3883 | 1.5269 | 0.775 | 0.7418 | 0.2089 | 0.1065 |
0.0264 | 208.0 | 2600 | 0.9254 | 0.77 | 0.3875 | 1.5247 | 0.7700 | 0.7360 | 0.2060 | 0.1069 |
0.0264 | 208.96 | 2612 | 0.9285 | 0.775 | 0.3889 | 1.5281 | 0.775 | 0.7418 | 0.2115 | 0.1074 |
0.0264 | 210.0 | 2625 | 0.9277 | 0.775 | 0.3886 | 1.5254 | 0.775 | 0.7418 | 0.2114 | 0.1069 |
0.0264 | 210.96 | 2637 | 0.9304 | 0.775 | 0.3897 | 1.5278 | 0.775 | 0.7418 | 0.2095 | 0.1071 |
0.0264 | 212.0 | 2650 | 0.9288 | 0.77 | 0.3886 | 1.5270 | 0.7700 | 0.7360 | 0.2068 | 0.1070 |
0.0264 | 212.96 | 2662 | 0.9310 | 0.775 | 0.3896 | 1.5316 | 0.775 | 0.7418 | 0.2135 | 0.1071 |
0.0264 | 214.0 | 2675 | 0.9311 | 0.775 | 0.3899 | 1.5263 | 0.775 | 0.7418 | 0.2187 | 0.1070 |
0.0264 | 214.96 | 2687 | 0.9315 | 0.775 | 0.3899 | 1.5256 | 0.775 | 0.7418 | 0.2123 | 0.1068 |
0.0264 | 216.0 | 2700 | 0.9315 | 0.77 | 0.3896 | 1.5258 | 0.7700 | 0.7360 | 0.2070 | 0.1071 |
0.0264 | 216.96 | 2712 | 0.9334 | 0.775 | 0.3905 | 1.5291 | 0.775 | 0.7418 | 0.2088 | 0.1071 |
0.0264 | 218.0 | 2725 | 0.9342 | 0.775 | 0.3908 | 1.5283 | 0.775 | 0.7418 | 0.2146 | 0.1072 |
0.0264 | 218.96 | 2737 | 0.9337 | 0.775 | 0.3903 | 1.5282 | 0.775 | 0.7418 | 0.2110 | 0.1070 |
0.0264 | 220.0 | 2750 | 0.9357 | 0.775 | 0.3913 | 1.5284 | 0.775 | 0.7418 | 0.2149 | 0.1073 |
0.0264 | 220.96 | 2762 | 0.9367 | 0.775 | 0.3918 | 1.5299 | 0.775 | 0.7418 | 0.2088 | 0.1072 |
0.0264 | 222.0 | 2775 | 0.9371 | 0.775 | 0.3916 | 1.5294 | 0.775 | 0.7418 | 0.2141 | 0.1075 |
0.0264 | 222.96 | 2787 | 0.9359 | 0.775 | 0.3910 | 1.5271 | 0.775 | 0.7418 | 0.2126 | 0.1067 |
0.0264 | 224.0 | 2800 | 0.9374 | 0.775 | 0.3918 | 1.5298 | 0.775 | 0.7418 | 0.2084 | 0.1072 |
0.0264 | 224.96 | 2812 | 0.9378 | 0.775 | 0.3914 | 1.5296 | 0.775 | 0.7418 | 0.2073 | 0.1072 |
0.0264 | 226.0 | 2825 | 0.9377 | 0.775 | 0.3916 | 1.5274 | 0.775 | 0.7418 | 0.2075 | 0.1066 |
0.0264 | 226.96 | 2837 | 0.9412 | 0.775 | 0.3932 | 1.5310 | 0.775 | 0.7418 | 0.2096 | 0.1077 |
0.0264 | 228.0 | 2850 | 0.9402 | 0.775 | 0.3923 | 1.5329 | 0.775 | 0.7418 | 0.2161 | 0.1076 |
0.0264 | 228.96 | 2862 | 0.9420 | 0.775 | 0.3932 | 1.5301 | 0.775 | 0.7418 | 0.2078 | 0.1074 |
0.0264 | 230.0 | 2875 | 0.9412 | 0.775 | 0.3925 | 1.5315 | 0.775 | 0.7418 | 0.2078 | 0.1076 |
0.0264 | 230.96 | 2887 | 0.9422 | 0.775 | 0.3930 | 1.5340 | 0.775 | 0.7418 | 0.2179 | 0.1077 |
0.0264 | 232.0 | 2900 | 0.9431 | 0.775 | 0.3933 | 1.5336 | 0.775 | 0.7418 | 0.2158 | 0.1081 |
0.0264 | 232.96 | 2912 | 0.9428 | 0.775 | 0.3931 | 1.5304 | 0.775 | 0.7418 | 0.2086 | 0.1075 |
0.0264 | 234.0 | 2925 | 0.9434 | 0.775 | 0.3935 | 1.5325 | 0.775 | 0.7418 | 0.2152 | 0.1074 |
0.0264 | 234.96 | 2937 | 0.9431 | 0.775 | 0.3933 | 1.5286 | 0.775 | 0.7418 | 0.2081 | 0.1070 |
0.0264 | 236.0 | 2950 | 0.9438 | 0.775 | 0.3935 | 1.5307 | 0.775 | 0.7418 | 0.2077 | 0.1073 |
0.0264 | 236.96 | 2962 | 0.9452 | 0.775 | 0.3940 | 1.5329 | 0.775 | 0.7418 | 0.2217 | 0.1074 |
0.0264 | 238.0 | 2975 | 0.9453 | 0.775 | 0.3939 | 1.5328 | 0.775 | 0.7418 | 0.2129 | 0.1076 |
0.0264 | 238.96 | 2987 | 0.9451 | 0.775 | 0.3937 | 1.5308 | 0.775 | 0.7418 | 0.2133 | 0.1073 |
0.0223 | 240.0 | 3000 | 0.9470 | 0.775 | 0.3947 | 1.5333 | 0.775 | 0.7418 | 0.2220 | 0.1077 |
0.0223 | 240.96 | 3012 | 0.9461 | 0.775 | 0.3942 | 1.5329 | 0.775 | 0.7418 | 0.2127 | 0.1072 |
0.0223 | 242.0 | 3025 | 0.9477 | 0.775 | 0.3949 | 1.5310 | 0.775 | 0.7418 | 0.2133 | 0.1074 |
0.0223 | 242.96 | 3037 | 0.9480 | 0.775 | 0.3949 | 1.5331 | 0.775 | 0.7418 | 0.2165 | 0.1073 |
0.0223 | 244.0 | 3050 | 0.9499 | 0.775 | 0.3955 | 1.5384 | 0.775 | 0.7418 | 0.2226 | 0.1080 |
0.0223 | 244.96 | 3062 | 0.9476 | 0.775 | 0.3946 | 1.5322 | 0.775 | 0.7418 | 0.2128 | 0.1069 |
0.0223 | 246.0 | 3075 | 0.9490 | 0.775 | 0.3953 | 1.5298 | 0.775 | 0.7418 | 0.2137 | 0.1071 |
0.0223 | 246.96 | 3087 | 0.9496 | 0.775 | 0.3953 | 1.5315 | 0.775 | 0.7418 | 0.2133 | 0.1071 |
0.0223 | 248.0 | 3100 | 0.9500 | 0.775 | 0.3955 | 1.5335 | 0.775 | 0.7418 | 0.2131 | 0.1072 |
0.0223 | 248.96 | 3112 | 0.9503 | 0.775 | 0.3956 | 1.5323 | 0.775 | 0.7418 | 0.2164 | 0.1072 |
0.0223 | 250.0 | 3125 | 0.9505 | 0.775 | 0.3955 | 1.5338 | 0.775 | 0.7418 | 0.2128 | 0.1071 |
0.0223 | 250.96 | 3137 | 0.9510 | 0.775 | 0.3957 | 1.5372 | 0.775 | 0.7418 | 0.2266 | 0.1072 |
0.0223 | 252.0 | 3150 | 0.9517 | 0.775 | 0.3960 | 1.5363 | 0.775 | 0.7418 | 0.2222 | 0.1073 |
0.0223 | 252.96 | 3162 | 0.9526 | 0.775 | 0.3961 | 1.5372 | 0.775 | 0.7418 | 0.2227 | 0.1080 |
0.0223 | 254.0 | 3175 | 0.9527 | 0.77 | 0.3963 | 1.5340 | 0.7700 | 0.7368 | 0.2174 | 0.1081 |
0.0223 | 254.96 | 3187 | 0.9527 | 0.775 | 0.3962 | 1.5389 | 0.775 | 0.7418 | 0.2222 | 0.1074 |
0.0223 | 256.0 | 3200 | 0.9528 | 0.775 | 0.3962 | 1.5347 | 0.775 | 0.7418 | 0.2258 | 0.1073 |
0.0223 | 256.96 | 3212 | 0.9545 | 0.775 | 0.3969 | 1.5401 | 0.775 | 0.7418 | 0.2226 | 0.1083 |
0.0223 | 258.0 | 3225 | 0.9540 | 0.775 | 0.3966 | 1.5369 | 0.775 | 0.7418 | 0.2224 | 0.1074 |
0.0223 | 258.96 | 3237 | 0.9547 | 0.775 | 0.3969 | 1.5370 | 0.775 | 0.7418 | 0.2228 | 0.1082 |
0.0223 | 260.0 | 3250 | 0.9549 | 0.775 | 0.3969 | 1.5381 | 0.775 | 0.7418 | 0.2226 | 0.1075 |
0.0223 | 260.96 | 3262 | 0.9545 | 0.775 | 0.3968 | 1.5345 | 0.775 | 0.7418 | 0.2134 | 0.1072 |
0.0223 | 262.0 | 3275 | 0.9550 | 0.775 | 0.3970 | 1.5362 | 0.775 | 0.7418 | 0.2145 | 0.1079 |
0.0223 | 262.96 | 3287 | 0.9558 | 0.775 | 0.3971 | 1.5392 | 0.775 | 0.7418 | 0.2227 | 0.1076 |
0.0223 | 264.0 | 3300 | 0.9557 | 0.775 | 0.3970 | 1.5383 | 0.775 | 0.7418 | 0.2226 | 0.1074 |
0.0223 | 264.96 | 3312 | 0.9561 | 0.775 | 0.3973 | 1.5393 | 0.775 | 0.7418 | 0.2224 | 0.1080 |
0.0223 | 266.0 | 3325 | 0.9563 | 0.775 | 0.3972 | 1.5387 | 0.775 | 0.7418 | 0.2224 | 0.1073 |
0.0223 | 266.96 | 3337 | 0.9568 | 0.775 | 0.3974 | 1.5407 | 0.775 | 0.7418 | 0.2225 | 0.1082 |
0.0223 | 268.0 | 3350 | 0.9567 | 0.775 | 0.3973 | 1.5373 | 0.775 | 0.7418 | 0.2259 | 0.1080 |
0.0223 | 268.96 | 3362 | 0.9566 | 0.775 | 0.3973 | 1.5371 | 0.775 | 0.7418 | 0.2225 | 0.1080 |
0.0223 | 270.0 | 3375 | 0.9574 | 0.775 | 0.3976 | 1.5403 | 0.775 | 0.7418 | 0.2227 | 0.1075 |
0.0223 | 270.96 | 3387 | 0.9568 | 0.775 | 0.3974 | 1.5363 | 0.775 | 0.7418 | 0.2225 | 0.1072 |
0.0223 | 272.0 | 3400 | 0.9580 | 0.775 | 0.3978 | 1.5465 | 0.775 | 0.7418 | 0.2241 | 0.1081 |
0.0223 | 272.96 | 3412 | 0.9577 | 0.775 | 0.3977 | 1.5383 | 0.775 | 0.7418 | 0.2228 | 0.1074 |
0.0223 | 274.0 | 3425 | 0.9577 | 0.775 | 0.3976 | 1.5409 | 0.775 | 0.7418 | 0.2225 | 0.1080 |
0.0223 | 274.96 | 3437 | 0.9582 | 0.775 | 0.3978 | 1.5409 | 0.775 | 0.7418 | 0.2226 | 0.1075 |
0.0223 | 276.0 | 3450 | 0.9581 | 0.775 | 0.3978 | 1.5412 | 0.775 | 0.7418 | 0.2225 | 0.1082 |
0.0223 | 276.96 | 3462 | 0.9582 | 0.775 | 0.3978 | 1.5367 | 0.775 | 0.7418 | 0.2220 | 0.1073 |
0.0223 | 278.0 | 3475 | 0.9587 | 0.775 | 0.3980 | 1.5422 | 0.775 | 0.7418 | 0.2244 | 0.1082 |
0.0223 | 278.96 | 3487 | 0.9588 | 0.775 | 0.3980 | 1.5478 | 0.775 | 0.7418 | 0.2242 | 0.1082 |
0.0202 | 280.0 | 3500 | 0.9586 | 0.775 | 0.3980 | 1.5381 | 0.775 | 0.7418 | 0.2219 | 0.1081 |
0.0202 | 280.96 | 3512 | 0.9592 | 0.775 | 0.3981 | 1.5474 | 0.775 | 0.7418 | 0.2243 | 0.1082 |
0.0202 | 282.0 | 3525 | 0.9588 | 0.775 | 0.3980 | 1.5396 | 0.775 | 0.7418 | 0.2227 | 0.1080 |
0.0202 | 282.96 | 3537 | 0.9589 | 0.775 | 0.3980 | 1.5401 | 0.775 | 0.7418 | 0.2218 | 0.1074 |
0.0202 | 284.0 | 3550 | 0.9593 | 0.775 | 0.3982 | 1.5441 | 0.775 | 0.7418 | 0.2243 | 0.1083 |
0.0202 | 284.96 | 3562 | 0.9591 | 0.775 | 0.3981 | 1.5412 | 0.775 | 0.7418 | 0.2227 | 0.1082 |
0.0202 | 286.0 | 3575 | 0.9592 | 0.775 | 0.3981 | 1.5417 | 0.775 | 0.7418 | 0.2227 | 0.1082 |
0.0202 | 286.96 | 3587 | 0.9592 | 0.775 | 0.3981 | 1.5416 | 0.775 | 0.7418 | 0.2227 | 0.1082 |
0.0202 | 288.0 | 3600 | 0.9592 | 0.775 | 0.3981 | 1.5416 | 0.775 | 0.7418 | 0.2227 | 0.1082 |
Framework versions
- Transformers 4.30.2
- Pytorch 1.13.1
- Datasets 2.13.1
- Tokenizers 0.13.3