generated_from_trainer

<!-- 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. -->

vit-tiny_tobacco3482

This model is a fine-tuned version of WinKawaks/vit-tiny-patch16-224 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 1.0 7 1.7837 0.1 1.0203 8.4259 0.1000 0.0850 0.3286 0.9000
No log 2.0 14 1.0637 0.25 0.8576 5.3606 0.25 0.1988 0.2806 0.7500
No log 3.0 21 0.7848 0.41 0.7314 3.9906 0.41 0.3109 0.2967 0.3924
No log 4.0 28 0.5442 0.565 0.5856 2.7941 0.565 0.4762 0.2765 0.2125
No log 5.0 35 0.4420 0.68 0.4947 1.7142 0.68 0.6058 0.2692 0.1565
No log 6.0 42 0.3671 0.7 0.4278 1.6759 0.7 0.6223 0.2685 0.1186
No log 7.0 49 0.3163 0.765 0.3959 1.6600 0.765 0.6862 0.2639 0.1117
No log 8.0 56 0.3540 0.77 0.3688 1.4505 0.7700 0.7148 0.2634 0.0998
No log 9.0 63 0.3875 0.725 0.3934 1.4205 0.7250 0.6918 0.2622 0.1161
No log 10.0 70 0.3546 0.775 0.3523 1.3197 0.775 0.7619 0.2558 0.0835
No log 11.0 77 0.3046 0.79 0.3515 1.2730 0.79 0.7594 0.2526 0.0978
No log 12.0 84 0.3059 0.8 0.3313 1.2700 0.8000 0.7796 0.2520 0.0783
No log 13.0 91 0.3075 0.775 0.3397 1.2980 0.775 0.7501 0.2632 0.0702
No log 14.0 98 0.2917 0.79 0.3618 1.3528 0.79 0.7715 0.2744 0.0843
No log 15.0 105 0.2393 0.825 0.3268 1.1212 0.825 0.8022 0.2498 0.0656
No log 16.0 112 0.2862 0.8 0.3444 1.2675 0.8000 0.7622 0.2611 0.0689
No log 17.0 119 0.2539 0.79 0.3390 1.2317 0.79 0.7632 0.2492 0.0739
No log 18.0 126 0.2338 0.82 0.3359 1.2455 0.82 0.7838 0.2865 0.0914
No log 19.0 133 0.2357 0.825 0.3197 1.0057 0.825 0.7935 0.2656 0.0727
No log 20.0 140 0.2711 0.81 0.3525 1.1392 0.81 0.7852 0.2961 0.0670
No log 21.0 147 0.2341 0.795 0.3534 1.3905 0.795 0.7645 0.2634 0.0999
No log 22.0 154 0.2635 0.795 0.3382 1.2001 0.795 0.7860 0.2625 0.0635
No log 23.0 161 0.2176 0.82 0.3271 0.9072 0.82 0.7972 0.2703 0.0680
No log 24.0 168 0.2512 0.835 0.3329 1.2192 0.835 0.8160 0.2980 0.0626
No log 25.0 175 0.2169 0.805 0.3414 1.1117 0.805 0.7912 0.2798 0.0776
No log 26.0 182 0.2227 0.84 0.3264 1.0267 0.8400 0.8267 0.2985 0.0669
No log 27.0 189 0.2302 0.79 0.3342 1.1603 0.79 0.7708 0.2589 0.0680
No log 28.0 196 0.2215 0.805 0.3324 1.1168 0.805 0.7786 0.2826 0.0655
No log 29.0 203 0.2022 0.82 0.3217 0.9587 0.82 0.7874 0.2865 0.0646
No log 30.0 210 0.2142 0.805 0.3287 1.1199 0.805 0.7855 0.2526 0.0599
No log 31.0 217 0.2035 0.795 0.3272 1.0385 0.795 0.7717 0.2599 0.0777
No log 32.0 224 0.2079 0.835 0.3246 0.9399 0.835 0.8045 0.2974 0.0586
No log 33.0 231 0.2071 0.81 0.3173 1.2784 0.81 0.7848 0.2520 0.0652
No log 34.0 238 0.2070 0.815 0.3217 1.1020 0.815 0.7855 0.2633 0.0634
No log 35.0 245 0.2128 0.82 0.3235 1.2763 0.82 0.7800 0.2771 0.0593
No log 36.0 252 0.2093 0.825 0.3221 1.1203 0.825 0.8030 0.2666 0.0580
No log 37.0 259 0.1995 0.815 0.3240 1.0387 0.815 0.7831 0.2712 0.0659
No log 38.0 266 0.1977 0.82 0.3207 1.0955 0.82 0.7846 0.2589 0.0629
No log 39.0 273 0.2062 0.82 0.3235 1.0691 0.82 0.7911 0.2666 0.0616
No log 40.0 280 0.1993 0.825 0.3266 1.0812 0.825 0.7973 0.2755 0.0671
No log 41.0 287 0.1976 0.82 0.3288 1.1043 0.82 0.7948 0.2646 0.0688
No log 42.0 294 0.2040 0.825 0.3308 1.2371 0.825 0.7964 0.2782 0.0629
No log 43.0 301 0.2000 0.835 0.3224 1.0857 0.835 0.8041 0.2882 0.0584
No log 44.0 308 0.1987 0.83 0.3222 1.0746 0.83 0.7959 0.2837 0.0631
No log 45.0 315 0.2026 0.82 0.3248 1.1471 0.82 0.7887 0.2843 0.0633
No log 46.0 322 0.2014 0.825 0.3258 1.1310 0.825 0.7916 0.2915 0.0627
No log 47.0 329 0.1988 0.83 0.3237 1.0291 0.83 0.7959 0.2811 0.0633
No log 48.0 336 0.1989 0.82 0.3273 1.1741 0.82 0.7871 0.2699 0.0640
No log 49.0 343 0.1995 0.82 0.3251 1.1518 0.82 0.7869 0.2742 0.0631
No log 50.0 350 0.1996 0.825 0.3241 1.0873 0.825 0.7900 0.2659 0.0616
No log 51.0 357 0.1995 0.83 0.3248 1.1532 0.83 0.7933 0.2651 0.0618
No log 52.0 364 0.1983 0.825 0.3251 1.2117 0.825 0.7904 0.2967 0.0634
No log 53.0 371 0.1984 0.825 0.3254 1.1566 0.825 0.7904 0.2695 0.0635
No log 54.0 378 0.1996 0.825 0.3249 1.1259 0.825 0.7904 0.2841 0.0625
No log 55.0 385 0.1996 0.825 0.3252 1.1424 0.825 0.7904 0.2790 0.0616
No log 56.0 392 0.2004 0.825 0.3243 1.1391 0.825 0.7904 0.2857 0.0623
No log 57.0 399 0.2004 0.825 0.3259 1.2109 0.825 0.7904 0.2788 0.0617
No log 58.0 406 0.2007 0.825 0.3262 1.1473 0.825 0.7900 0.2842 0.0630
No log 59.0 413 0.2000 0.82 0.3264 1.2066 0.82 0.7871 0.2698 0.0638
No log 60.0 420 0.1994 0.82 0.3263 1.1542 0.82 0.7871 0.2822 0.0640
No log 61.0 427 0.1994 0.825 0.3261 1.1506 0.825 0.7904 0.2683 0.0635
No log 62.0 434 0.2005 0.82 0.3276 1.1754 0.82 0.7871 0.2767 0.0639
No log 63.0 441 0.2006 0.82 0.3269 1.2127 0.82 0.7871 0.2811 0.0635
No log 64.0 448 0.2003 0.825 0.3265 1.1547 0.825 0.7904 0.2814 0.0630
No log 65.0 455 0.2005 0.825 0.3268 1.1078 0.825 0.7904 0.3069 0.0629
No log 66.0 462 0.2006 0.825 0.3268 1.0998 0.825 0.7904 0.3012 0.0627
No log 67.0 469 0.2009 0.825 0.3265 1.1526 0.825 0.7904 0.2946 0.0623
No log 68.0 476 0.2006 0.825 0.3269 1.1500 0.825 0.7904 0.2983 0.0631
No log 69.0 483 0.2007 0.825 0.3272 1.1005 0.825 0.7904 0.2756 0.0635
No log 70.0 490 0.2003 0.825 0.3271 1.0947 0.825 0.7904 0.2697 0.0635
No log 71.0 497 0.2006 0.825 0.3272 1.1587 0.825 0.7904 0.2770 0.0636
0.1375 72.0 504 0.2008 0.825 0.3272 1.1549 0.825 0.7904 0.2749 0.0632
0.1375 73.0 511 0.2009 0.825 0.3272 1.1528 0.825 0.7904 0.2748 0.0624
0.1375 74.0 518 0.2013 0.825 0.3275 1.1528 0.825 0.7904 0.2757 0.0626
0.1375 75.0 525 0.2009 0.825 0.3277 1.1529 0.825 0.7904 0.2763 0.0632
0.1375 76.0 532 0.2009 0.825 0.3271 1.1526 0.825 0.7904 0.2754 0.0633
0.1375 77.0 539 0.2006 0.825 0.3274 1.1559 0.825 0.7904 0.2699 0.0636
0.1375 78.0 546 0.2005 0.825 0.3272 1.1499 0.825 0.7904 0.2755 0.0634
0.1375 79.0 553 0.2009 0.825 0.3277 1.1539 0.825 0.7904 0.2833 0.0634
0.1375 80.0 560 0.2009 0.825 0.3275 1.1551 0.825 0.7904 0.2751 0.0632
0.1375 81.0 567 0.2013 0.825 0.3276 1.1563 0.825 0.7904 0.2809 0.0634
0.1375 82.0 574 0.2010 0.825 0.3277 1.1545 0.825 0.7904 0.2752 0.0633
0.1375 83.0 581 0.2009 0.825 0.3275 1.1565 0.825 0.7904 0.2753 0.0634
0.1375 84.0 588 0.2009 0.825 0.3277 1.1564 0.825 0.7904 0.2817 0.0636
0.1375 85.0 595 0.2010 0.825 0.3277 1.1560 0.825 0.7904 0.2686 0.0633
0.1375 86.0 602 0.2010 0.825 0.3278 1.1560 0.825 0.7904 0.2755 0.0633
0.1375 87.0 609 0.2010 0.825 0.3277 1.1544 0.825 0.7904 0.2661 0.0634
0.1375 88.0 616 0.2012 0.825 0.3278 1.1571 0.825 0.7904 0.2612 0.0633
0.1375 89.0 623 0.2010 0.825 0.3278 1.1558 0.825 0.7904 0.2747 0.0635
0.1375 90.0 630 0.2010 0.825 0.3278 1.1564 0.825 0.7904 0.2687 0.0634
0.1375 91.0 637 0.2011 0.825 0.3278 1.1551 0.825 0.7904 0.2678 0.0633
0.1375 92.0 644 0.2011 0.825 0.3278 1.1559 0.825 0.7904 0.2759 0.0635
0.1375 93.0 651 0.2011 0.825 0.3279 1.1565 0.825 0.7904 0.2750 0.0633
0.1375 94.0 658 0.2011 0.825 0.3278 1.1567 0.825 0.7904 0.2760 0.0635
0.1375 95.0 665 0.2011 0.825 0.3279 1.1572 0.825 0.7904 0.2679 0.0633
0.1375 96.0 672 0.2012 0.825 0.3279 1.1574 0.825 0.7904 0.2679 0.0634
0.1375 97.0 679 0.2012 0.825 0.3279 1.1563 0.825 0.7904 0.2678 0.0634
0.1375 98.0 686 0.2012 0.825 0.3279 1.1567 0.825 0.7904 0.2678 0.0634
0.1375 99.0 693 0.2012 0.825 0.3279 1.1569 0.825 0.7904 0.2679 0.0635
0.1375 100.0 700 0.2012 0.825 0.3279 1.1568 0.825 0.7904 0.2679 0.0635

Framework versions