generated_from_trainer

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vit-base_tobacco

This model is a fine-tuned version of google/vit-base-patch16-224-in21k on the None dataset. It achieves the following results on the evaluation set:

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:

Training results

Training Loss Epoch Step Validation Loss Accuracy Brier Loss Nll F1 Micro F1 Macro Ece Aurc
No log 0.96 6 2.3082 0.085 0.9012 6.2672 0.085 0.0735 0.1625 0.9316
No log 1.96 12 2.2872 0.14 0.8970 4.8533 0.14 0.0885 0.1958 0.8912
No log 2.96 18 2.2562 0.225 0.8906 4.5559 0.225 0.1319 0.2527 0.8101
No log 3.96 24 2.2107 0.265 0.8808 4.3151 0.265 0.1614 0.2710 0.6990
No log 4.96 30 2.1433 0.3 0.8654 4.1825 0.3 0.1615 0.2943 0.6102
No log 5.96 36 2.0764 0.325 0.8493 3.6715 0.325 0.1696 0.3160 0.4502
No log 6.96 42 2.0012 0.375 0.8287 3.5534 0.375 0.1901 0.3542 0.3791
No log 7.96 48 1.9197 0.41 0.8041 3.3582 0.41 0.2136 0.3528 0.3342
No log 8.96 54 1.8379 0.45 0.7767 3.1997 0.45 0.2279 0.3709 0.2872
No log 9.96 60 1.7538 0.535 0.7475 2.9586 0.535 0.3755 0.4024 0.2508
No log 10.96 66 1.6634 0.57 0.7132 2.6969 0.57 0.4025 0.4182 0.2183
No log 11.96 72 1.5952 0.61 0.6842 2.4519 0.61 0.4427 0.4153 0.1882
No log 12.96 78 1.5205 0.655 0.6554 1.9703 0.655 0.5306 0.4572 0.1651
No log 13.96 84 1.4566 0.67 0.6308 1.7832 0.67 0.5458 0.4240 0.1514
No log 14.96 90 1.4009 0.685 0.6074 1.8217 0.685 0.5641 0.4221 0.1406
No log 15.96 96 1.3520 0.7 0.5866 1.6223 0.7 0.5896 0.4107 0.1304
No log 16.96 102 1.3220 0.7 0.5741 1.4452 0.7 0.5865 0.4029 0.1225
No log 17.96 108 1.2764 0.705 0.5522 1.4534 0.705 0.6076 0.3805 0.1269
No log 18.96 114 1.2448 0.72 0.5378 1.4843 0.72 0.6321 0.3724 0.1193
No log 19.96 120 1.2049 0.74 0.5210 1.2527 0.74 0.6471 0.3947 0.1039
No log 20.96 126 1.1712 0.74 0.5057 1.1657 0.74 0.6464 0.3833 0.0955
No log 21.96 132 1.1453 0.735 0.4936 1.0277 0.735 0.6597 0.3628 0.1015
No log 22.96 138 1.1094 0.745 0.4771 1.0003 0.745 0.6667 0.3841 0.0938
No log 23.96 144 1.0803 0.75 0.4628 1.0334 0.75 0.6972 0.3490 0.0891
No log 24.96 150 1.0658 0.755 0.4559 1.0092 0.755 0.6937 0.3536 0.0925
No log 25.96 156 1.0345 0.765 0.4423 0.9971 0.765 0.7356 0.3661 0.0852
No log 26.96 162 1.0133 0.76 0.4323 0.9206 0.76 0.7302 0.3343 0.0791
No log 27.96 168 0.9927 0.775 0.4225 0.9015 0.775 0.7433 0.3457 0.0794
No log 28.96 174 0.9789 0.765 0.4152 0.8946 0.765 0.7282 0.3337 0.0818
No log 29.96 180 0.9509 0.78 0.4025 0.9323 0.78 0.7565 0.3135 0.0733
No log 30.96 186 0.9388 0.79 0.3968 0.8616 0.79 0.7642 0.3353 0.0694
No log 31.96 192 0.9316 0.78 0.3927 0.8636 0.78 0.7588 0.3426 0.0739
No log 32.96 198 0.9197 0.79 0.3876 0.8581 0.79 0.7656 0.3042 0.0800
No log 33.96 204 0.9020 0.775 0.3792 0.8458 0.775 0.7543 0.2872 0.0744
No log 34.96 210 0.8833 0.785 0.3694 0.8288 0.785 0.7619 0.3305 0.0663
No log 35.96 216 0.8684 0.795 0.3624 0.8462 0.795 0.7779 0.3184 0.0690
No log 36.96 222 0.8608 0.79 0.3584 0.8860 0.79 0.7707 0.2790 0.0709
No log 37.96 228 0.8586 0.79 0.3587 0.8954 0.79 0.7724 0.3153 0.0754
No log 38.96 234 0.8470 0.79 0.3515 0.8822 0.79 0.7684 0.3075 0.0726
No log 39.96 240 0.8288 0.79 0.3434 0.8192 0.79 0.7700 0.2700 0.0648
No log 40.96 246 0.8255 0.8 0.3426 0.8191 0.8000 0.7808 0.2760 0.0727
No log 41.96 252 0.8247 0.8 0.3411 0.8876 0.8000 0.7737 0.2903 0.0701
No log 42.96 258 0.8196 0.8 0.3389 0.8841 0.8000 0.7786 0.2768 0.0727
No log 43.96 264 0.8118 0.805 0.3351 0.9510 0.805 0.7806 0.2620 0.0685
No log 44.96 270 0.8127 0.795 0.3352 1.0119 0.795 0.7705 0.2650 0.0707
No log 45.96 276 0.7968 0.8 0.3285 1.0041 0.8000 0.7788 0.2734 0.0665
No log 46.96 282 0.7946 0.81 0.3274 1.0647 0.81 0.7921 0.2765 0.0703
No log 47.96 288 0.7996 0.805 0.3298 1.0108 0.805 0.7867 0.2772 0.0714
No log 48.96 294 0.7971 0.805 0.3283 1.0728 0.805 0.7816 0.2756 0.0732
No log 49.96 300 0.7950 0.8 0.3278 1.0694 0.8000 0.7758 0.2540 0.0750
No log 50.96 306 0.7826 0.8 0.3222 1.0211 0.8000 0.7784 0.2596 0.0643
No log 51.96 312 0.7933 0.795 0.3273 1.0680 0.795 0.7712 0.2619 0.0764
No log 52.96 318 0.7883 0.805 0.3247 1.0730 0.805 0.7834 0.2426 0.0712
No log 53.96 324 0.7811 0.815 0.3219 1.0623 0.815 0.7913 0.2259 0.0716
No log 54.96 330 0.7784 0.815 0.3203 1.0657 0.815 0.7917 0.2797 0.0690
No log 55.96 336 0.7827 0.81 0.3219 1.0770 0.81 0.7885 0.2491 0.0752
No log 56.96 342 0.7701 0.815 0.3166 1.0614 0.815 0.7913 0.2664 0.0689
No log 57.96 348 0.7748 0.815 0.3187 1.0699 0.815 0.7913 0.2487 0.0722
No log 58.96 354 0.7669 0.815 0.3155 1.0607 0.815 0.7919 0.2482 0.0685
No log 59.96 360 0.7721 0.81 0.3180 1.0746 0.81 0.7859 0.2385 0.0730
No log 60.96 366 0.7645 0.815 0.3145 1.0650 0.815 0.7913 0.2468 0.0688
No log 61.96 372 0.7672 0.815 0.3157 1.0782 0.815 0.7913 0.2228 0.0728
No log 62.96 378 0.7625 0.82 0.3139 1.0673 0.82 0.8025 0.2323 0.0688
No log 63.96 384 0.7627 0.81 0.3144 1.1893 0.81 0.7892 0.2236 0.0710
No log 64.96 390 0.7629 0.815 0.3141 1.1934 0.815 0.7972 0.2277 0.0707
No log 65.96 396 0.7569 0.81 0.3118 1.1003 0.81 0.7866 0.2577 0.0696
No log 66.96 402 0.7619 0.815 0.3136 1.1365 0.815 0.7919 0.2562 0.0732
No log 67.96 408 0.7565 0.815 0.3114 1.1325 0.815 0.7919 0.2467 0.0694
No log 68.96 414 0.7558 0.815 0.3117 1.1895 0.815 0.7972 0.2453 0.0705
No log 69.96 420 0.7550 0.815 0.3111 1.1924 0.815 0.7972 0.2107 0.0709
No log 70.96 426 0.7573 0.805 0.3123 1.1886 0.805 0.7795 0.2476 0.0737
No log 71.96 432 0.7521 0.81 0.3099 1.1911 0.81 0.7866 0.2117 0.0698
No log 72.96 438 0.7542 0.81 0.3112 1.1878 0.81 0.7827 0.2332 0.0726
No log 73.96 444 0.7509 0.815 0.3096 1.1880 0.815 0.7899 0.2364 0.0709
No log 74.96 450 0.7526 0.81 0.3105 1.1889 0.81 0.7827 0.2453 0.0724
No log 75.96 456 0.7488 0.81 0.3090 1.1869 0.81 0.7827 0.2285 0.0699
No log 76.96 462 0.7506 0.815 0.3097 1.1901 0.815 0.7934 0.2547 0.0721
No log 77.96 468 0.7505 0.81 0.3098 1.1876 0.81 0.7827 0.2110 0.0724
No log 78.96 474 0.7487 0.815 0.3089 1.1885 0.815 0.7934 0.2319 0.0715
No log 79.96 480 0.7472 0.81 0.3083 1.1877 0.81 0.7827 0.2310 0.0714
No log 80.96 486 0.7494 0.81 0.3094 1.1877 0.81 0.7827 0.2462 0.0738
No log 81.96 492 0.7466 0.815 0.3082 1.1888 0.815 0.7922 0.2181 0.0709
No log 82.96 498 0.7467 0.81 0.3083 1.1874 0.81 0.7827 0.2454 0.0714
0.7129 83.96 504 0.7479 0.815 0.3088 1.1888 0.815 0.7922 0.2272 0.0741
0.7129 84.96 510 0.7456 0.81 0.3080 1.1853 0.81 0.7847 0.2358 0.0719
0.7129 85.96 516 0.7465 0.815 0.3082 1.1908 0.815 0.7922 0.2322 0.0721
0.7129 86.96 522 0.7454 0.805 0.3081 1.1848 0.805 0.7819 0.2262 0.0719
0.7129 87.96 528 0.7471 0.815 0.3086 1.1894 0.815 0.7922 0.2351 0.0741
0.7129 88.96 534 0.7459 0.815 0.3082 1.1885 0.815 0.7922 0.2159 0.0726
0.7129 89.96 540 0.7435 0.815 0.3072 1.1861 0.815 0.7922 0.2291 0.0712
0.7129 90.96 546 0.7454 0.81 0.3080 1.1876 0.81 0.7847 0.2180 0.0733
0.7129 91.96 552 0.7461 0.815 0.3083 1.1883 0.815 0.7942 0.2308 0.0743
0.7129 92.96 558 0.7451 0.815 0.3079 1.1883 0.815 0.7922 0.2330 0.0734
0.7129 93.96 564 0.7434 0.815 0.3073 1.1863 0.815 0.7942 0.2217 0.0720
0.7129 94.96 570 0.7446 0.815 0.3077 1.1882 0.815 0.7942 0.2400 0.0731
0.7129 95.96 576 0.7450 0.815 0.3079 1.1882 0.815 0.7942 0.2144 0.0735
0.7129 96.96 582 0.7440 0.815 0.3075 1.1871 0.815 0.7942 0.2348 0.0731
0.7129 97.96 588 0.7441 0.815 0.3076 1.1876 0.815 0.7942 0.2225 0.0732
0.7129 98.96 594 0.7442 0.815 0.3076 1.1877 0.815 0.7942 0.2072 0.0734
0.7129 99.96 600 0.7442 0.815 0.3076 1.1877 0.815 0.7942 0.2072 0.0734

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