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. -->

114-tiny_tobacco3482_og_simkd

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 50 1935.1045 0.185 0.8736 6.0686 0.185 0.0688 0.2403 0.5781
No log 2.0 100 1929.4067 0.38 0.7591 2.7813 0.38 0.2846 0.2736 0.3992
No log 3.0 150 1922.6112 0.52 0.6781 3.2915 0.52 0.4584 0.3133 0.2609
No log 4.0 200 1915.7050 0.555 0.5833 2.9277 0.555 0.4448 0.2570 0.2195
No log 5.0 250 1909.4652 0.705 0.4886 2.2512 0.705 0.5909 0.2891 0.1184
No log 6.0 300 1921.1434 0.56 0.5606 2.8580 0.56 0.4688 0.2439 0.1803
No log 7.0 350 1915.3008 0.68 0.4581 2.5626 0.68 0.5349 0.2522 0.1105
No log 8.0 400 1910.5537 0.755 0.4383 2.3359 0.755 0.7020 0.3135 0.0876
No log 9.0 450 1904.0891 0.745 0.4316 2.7111 0.745 0.7106 0.2586 0.0938
1805.2034 10.0 500 1910.0713 0.74 0.4450 2.5024 0.74 0.7050 0.2549 0.1025
1805.2034 11.0 550 1919.6288 0.645 0.5364 3.8307 0.645 0.5714 0.2608 0.1798
1805.2034 12.0 600 1906.6981 0.755 0.4213 2.3151 0.755 0.7259 0.2818 0.0784
1805.2034 13.0 650 1917.8431 0.75 0.4398 2.6290 0.75 0.6892 0.2979 0.1018
1805.2034 14.0 700 1903.4856 0.775 0.4175 1.9907 0.775 0.7792 0.2951 0.0818
1805.2034 15.0 750 1921.8427 0.65 0.5353 3.4019 0.65 0.6228 0.3013 0.1318
1805.2034 16.0 800 1909.0247 0.78 0.4072 2.3930 0.78 0.7669 0.2861 0.0777
1805.2034 17.0 850 1904.9219 0.77 0.4239 3.0975 0.7700 0.7413 0.2926 0.0850
1805.2034 18.0 900 1909.7672 0.795 0.4094 1.8444 0.795 0.7631 0.3217 0.0703
1805.2034 19.0 950 1902.0480 0.78 0.3774 2.2148 0.78 0.7783 0.2871 0.0818
1791.9011 20.0 1000 1909.4414 0.775 0.3855 2.1104 0.775 0.7248 0.2782 0.0678
1791.9011 21.0 1050 1908.0966 0.805 0.3740 2.2179 0.805 0.7927 0.2643 0.0708
1791.9011 22.0 1100 1901.1847 0.81 0.3374 2.0363 0.81 0.7951 0.2685 0.0482
1791.9011 23.0 1150 1906.8840 0.79 0.3623 2.0552 0.79 0.7541 0.2722 0.0722
1791.9011 24.0 1200 1906.2512 0.805 0.3717 2.1442 0.805 0.7782 0.2826 0.0673
1791.9011 25.0 1250 1907.1316 0.8 0.3593 2.2944 0.8000 0.7751 0.2603 0.0540
1791.9011 26.0 1300 1905.5479 0.81 0.3382 2.1642 0.81 0.8011 0.2643 0.0588
1791.9011 27.0 1350 1901.1903 0.81 0.3459 1.8076 0.81 0.8003 0.2701 0.0593
1791.9011 28.0 1400 1909.6206 0.775 0.3710 2.0871 0.775 0.7602 0.2669 0.0662
1791.9011 29.0 1450 1898.1127 0.825 0.3183 1.9650 0.825 0.8106 0.2453 0.0466
1787.102 30.0 1500 1899.2822 0.815 0.3199 2.0598 0.815 0.8009 0.2249 0.0535
1787.102 31.0 1550 1896.6500 0.815 0.3261 1.8001 0.815 0.8092 0.2422 0.0518
1787.102 32.0 1600 1895.1382 0.815 0.3185 1.7859 0.815 0.7927 0.2447 0.0528
1787.102 33.0 1650 1895.5653 0.83 0.3093 1.8941 0.83 0.8208 0.2492 0.0514
1787.102 34.0 1700 1903.5587 0.825 0.3330 2.0897 0.825 0.8191 0.2669 0.0564
1787.102 35.0 1750 1906.5038 0.79 0.3470 2.0105 0.79 0.7706 0.2470 0.0555
1787.102 36.0 1800 1900.6022 0.82 0.3315 1.7296 0.82 0.7975 0.2521 0.0562
1787.102 37.0 1850 1905.2075 0.82 0.3317 1.6814 0.82 0.8032 0.2497 0.0500
1787.102 38.0 1900 1903.8790 0.805 0.3429 1.7498 0.805 0.7981 0.2636 0.0551
1787.102 39.0 1950 1900.6611 0.815 0.3180 1.8225 0.815 0.8030 0.2445 0.0508
1783.8555 40.0 2000 1898.1110 0.815 0.3065 1.7107 0.815 0.7966 0.2119 0.0468
1783.8555 41.0 2050 1898.4365 0.83 0.3143 1.7429 0.83 0.8211 0.2559 0.0459
1783.8555 42.0 2100 1897.6564 0.825 0.3174 1.6802 0.825 0.8289 0.2337 0.0528
1783.8555 43.0 2150 1895.1722 0.83 0.3140 1.8016 0.83 0.8274 0.2389 0.0546
1783.8555 44.0 2200 1899.7227 0.815 0.3283 1.7356 0.815 0.8041 0.2357 0.0548
1783.8555 45.0 2250 1900.8423 0.815 0.3203 1.7309 0.815 0.8027 0.2426 0.0475
1783.8555 46.0 2300 1897.0514 0.805 0.3144 1.6915 0.805 0.7944 0.2256 0.0487
1783.8555 47.0 2350 1899.8257 0.82 0.3165 1.8902 0.82 0.8063 0.2467 0.0534
1783.8555 48.0 2400 1898.5613 0.83 0.3184 1.6568 0.83 0.8262 0.2501 0.0505
1783.8555 49.0 2450 1900.2554 0.815 0.3214 1.5944 0.815 0.8144 0.2196 0.0526
1781.6714 50.0 2500 1887.5803 0.82 0.3064 1.9301 0.82 0.8071 0.2161 0.0509
1781.6714 51.0 2550 1897.9454 0.8 0.3173 1.7138 0.8000 0.7864 0.2198 0.0516
1781.6714 52.0 2600 1897.1787 0.82 0.3129 1.7421 0.82 0.8134 0.2336 0.0484
1781.6714 53.0 2650 1894.3107 0.815 0.3074 1.8254 0.815 0.8044 0.2158 0.0503
1781.6714 54.0 2700 1893.0331 0.82 0.3107 1.8731 0.82 0.8128 0.2317 0.0510
1781.6714 55.0 2750 1891.3662 0.805 0.3096 1.5809 0.805 0.7907 0.2200 0.0530
1781.6714 56.0 2800 1898.0635 0.81 0.3201 1.8833 0.81 0.7984 0.2422 0.0527
1781.6714 57.0 2850 1893.0884 0.82 0.3090 1.7285 0.82 0.8109 0.2237 0.0478
1781.6714 58.0 2900 1898.0316 0.81 0.3096 1.7963 0.81 0.7911 0.2020 0.0500
1781.6714 59.0 2950 1894.0997 0.83 0.3112 1.7991 0.83 0.8258 0.2204 0.0527
1779.6704 60.0 3000 1896.0547 0.815 0.3134 1.7401 0.815 0.8015 0.2084 0.0573
1779.6704 61.0 3050 1895.2075 0.8 0.3155 1.7718 0.8000 0.7934 0.2166 0.0535
1779.6704 62.0 3100 1893.9904 0.82 0.3038 1.6664 0.82 0.8008 0.2104 0.0529
1779.6704 63.0 3150 1891.7444 0.83 0.3003 1.6876 0.83 0.8184 0.2047 0.0502
1779.6704 64.0 3200 1891.1179 0.825 0.3024 1.6612 0.825 0.8057 0.2204 0.0532
1779.6704 65.0 3250 1896.2891 0.805 0.3155 1.6865 0.805 0.7950 0.2164 0.0579
1779.6704 66.0 3300 1893.3801 0.82 0.2999 1.6871 0.82 0.8052 0.2143 0.0531
1779.6704 67.0 3350 1894.5913 0.825 0.3076 1.6609 0.825 0.8120 0.1837 0.0541
1779.6704 68.0 3400 1896.0500 0.82 0.3114 1.7333 0.82 0.8047 0.2223 0.0517
1779.6704 69.0 3450 1893.4884 0.805 0.3052 1.6768 0.805 0.7973 0.2042 0.0519
1778.3283 70.0 3500 1895.4883 0.815 0.3078 1.7596 0.815 0.8082 0.2222 0.0508
1778.3283 71.0 3550 1894.0317 0.81 0.3078 1.8215 0.81 0.7981 0.2106 0.0538
1778.3283 72.0 3600 1895.4956 0.815 0.3058 1.7385 0.815 0.7993 0.2126 0.0532
1778.3283 73.0 3650 1896.8766 0.8 0.3106 1.8469 0.8000 0.7887 0.2042 0.0557
1778.3283 74.0 3700 1893.9586 0.82 0.3104 1.7539 0.82 0.8027 0.2229 0.0545
1778.3283 75.0 3750 1896.0406 0.81 0.3155 1.7257 0.81 0.7947 0.2177 0.0576
1778.3283 76.0 3800 1895.0575 0.815 0.3115 1.6848 0.815 0.7940 0.2165 0.0558
1778.3283 77.0 3850 1895.8911 0.8 0.3102 1.7059 0.8000 0.7860 0.2135 0.0550
1778.3283 78.0 3900 1897.4371 0.81 0.3138 1.8054 0.81 0.7986 0.2218 0.0541
1778.3283 79.0 3950 1897.8650 0.805 0.3148 1.8384 0.805 0.7899 0.2226 0.0529
1777.483 80.0 4000 1896.5586 0.82 0.3121 1.6966 0.82 0.8040 0.2163 0.0547
1777.483 81.0 4050 1894.1078 0.805 0.3029 1.7155 0.805 0.7913 0.2053 0.0504
1777.483 82.0 4100 1898.5256 0.81 0.3134 1.7079 0.81 0.7917 0.2099 0.0546
1777.483 83.0 4150 1895.9496 0.8 0.3137 1.8060 0.8000 0.7837 0.2138 0.0542
1777.483 84.0 4200 1890.2460 0.81 0.3126 1.7942 0.81 0.7929 0.2040 0.0565
1777.483 85.0 4250 1894.1871 0.805 0.3062 1.8438 0.805 0.7940 0.1993 0.0514
1777.483 86.0 4300 1895.9297 0.81 0.3099 1.8574 0.81 0.7941 0.2017 0.0521
1777.483 87.0 4350 1894.5403 0.82 0.3044 1.6991 0.82 0.8036 0.2360 0.0523
1777.483 88.0 4400 1893.5771 0.815 0.3056 1.7819 0.815 0.7949 0.2241 0.0531
1777.483 89.0 4450 1890.9475 0.8 0.3060 1.7981 0.8000 0.7852 0.2025 0.0544
1776.5495 90.0 4500 1893.1115 0.82 0.3018 1.9212 0.82 0.8066 0.1983 0.0520
1776.5495 91.0 4550 1897.0479 0.815 0.3124 1.8394 0.815 0.7950 0.2129 0.0544
1776.5495 92.0 4600 1895.9264 0.815 0.3075 1.8241 0.815 0.8003 0.2220 0.0517
1776.5495 93.0 4650 1894.7333 0.805 0.3077 1.8649 0.805 0.7835 0.2071 0.0523
1776.5495 94.0 4700 1894.5804 0.805 0.3086 1.8344 0.805 0.7857 0.1945 0.0533
1776.5495 95.0 4750 1889.6356 0.805 0.2979 1.7220 0.805 0.7944 0.1813 0.0532
1776.5495 96.0 4800 1894.5663 0.805 0.3077 1.7782 0.805 0.7902 0.2031 0.0525
1776.5495 97.0 4850 1894.6851 0.815 0.3085 1.8374 0.815 0.7972 0.2140 0.0541
1776.5495 98.0 4900 1897.3888 0.805 0.3111 1.8603 0.805 0.7905 0.2092 0.0537
1776.5495 99.0 4950 1892.2825 0.815 0.3038 1.8404 0.815 0.8017 0.2080 0.0514
1776.3791 100.0 5000 1893.8862 0.81 0.3043 1.7237 0.81 0.7986 0.2043 0.0518

Framework versions