generated_from_trainer

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225-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 1271.0875 0.2 0.8576 4.7335 0.2000 0.0749 0.2387 0.5656
No log 2.0 100 1266.3860 0.48 0.6981 2.5151 0.48 0.3418 0.2977 0.2958
No log 3.0 150 1260.7906 0.65 0.5606 2.2427 0.65 0.5932 0.3175 0.1738
No log 4.0 200 1257.9875 0.635 0.5237 2.6934 0.635 0.5258 0.2661 0.1758
No log 5.0 250 1253.2234 0.68 0.4767 1.7822 0.68 0.5759 0.2604 0.1457
No log 6.0 300 1255.6379 0.65 0.4880 2.1128 0.65 0.5824 0.2301 0.1431
No log 7.0 350 1255.5657 0.68 0.4868 2.1551 0.68 0.6119 0.2091 0.1567
No log 8.0 400 1249.9714 0.7 0.4528 2.3724 0.7 0.6674 0.2404 0.1247
No log 9.0 450 1252.9314 0.75 0.4210 2.0979 0.75 0.7443 0.2484 0.1069
1335.0542 10.0 500 1259.8634 0.685 0.4673 3.3686 0.685 0.6315 0.2186 0.1396
1335.0542 11.0 550 1260.2100 0.655 0.4945 3.6990 0.655 0.5917 0.2486 0.1514
1335.0542 12.0 600 1242.3972 0.73 0.3849 2.4725 0.7300 0.7323 0.2188 0.0916
1335.0542 13.0 650 1242.8196 0.785 0.3174 2.0359 0.785 0.7707 0.1768 0.0635
1335.0542 14.0 700 1242.0604 0.76 0.3600 2.5990 0.76 0.7563 0.2073 0.0806
1335.0542 15.0 750 1249.1082 0.81 0.3139 2.3924 0.81 0.7738 0.2004 0.0686
1335.0542 16.0 800 1235.6434 0.815 0.2970 2.1356 0.815 0.7957 0.1658 0.0874
1335.0542 17.0 850 1246.7532 0.805 0.3122 2.3216 0.805 0.7720 0.1863 0.0648
1335.0542 18.0 900 1245.1010 0.8 0.3012 1.8121 0.8000 0.7747 0.1744 0.0587
1335.0542 19.0 950 1248.3215 0.79 0.3271 1.9954 0.79 0.7668 0.2001 0.0653
1322.7586 20.0 1000 1246.8469 0.785 0.3455 2.4830 0.785 0.7633 0.1968 0.0788
1322.7586 21.0 1050 1248.2886 0.8 0.3211 2.2441 0.8000 0.7899 0.1820 0.0692
1322.7586 22.0 1100 1243.5780 0.805 0.3075 2.3942 0.805 0.7995 0.1963 0.0614
1322.7586 23.0 1150 1244.5054 0.82 0.2993 2.0642 0.82 0.7988 0.1923 0.0560
1322.7586 24.0 1200 1243.2177 0.82 0.2948 1.9610 0.82 0.8156 0.1860 0.0573
1322.7586 25.0 1250 1244.5066 0.8 0.3089 2.0136 0.8000 0.7677 0.1817 0.0511
1322.7586 26.0 1300 1241.2290 0.835 0.2683 1.6252 0.835 0.8179 0.1716 0.0473
1322.7586 27.0 1350 1242.3634 0.815 0.2971 2.1384 0.815 0.8043 0.1805 0.0586
1322.7586 28.0 1400 1248.5602 0.805 0.3035 2.3228 0.805 0.7644 0.1682 0.0628
1322.7586 29.0 1450 1241.1305 0.825 0.2758 2.0506 0.825 0.8003 0.1599 0.0513
1318.3501 30.0 1500 1234.8096 0.84 0.2547 1.8920 0.8400 0.8217 0.1542 0.0556
1318.3501 31.0 1550 1235.2516 0.84 0.2426 1.8788 0.8400 0.8250 0.1429 0.0380
1318.3501 32.0 1600 1237.9358 0.835 0.2643 1.7957 0.835 0.8171 0.1596 0.0431
1318.3501 33.0 1650 1231.1899 0.86 0.2449 1.8820 0.8600 0.8424 0.1565 0.0519
1318.3501 34.0 1700 1241.4664 0.84 0.2614 1.7047 0.8400 0.8240 0.1771 0.0491
1318.3501 35.0 1750 1241.1458 0.85 0.2485 1.8466 0.85 0.8372 0.1585 0.0403
1318.3501 36.0 1800 1238.1477 0.845 0.2570 1.8164 0.845 0.8236 0.1604 0.0739
1318.3501 37.0 1850 1238.3875 0.85 0.2646 1.9949 0.85 0.8333 0.1638 0.0641
1318.3501 38.0 1900 1238.3080 0.86 0.2393 1.7820 0.8600 0.8458 0.1528 0.0474
1318.3501 39.0 1950 1235.3929 0.86 0.2459 1.8287 0.8600 0.8544 0.1636 0.0556
1315.684 40.0 2000 1239.4463 0.86 0.2420 1.6866 0.8600 0.8423 0.1507 0.0378
1315.684 41.0 2050 1237.7450 0.85 0.2523 1.9391 0.85 0.8387 0.1452 0.0536
1315.684 42.0 2100 1237.9618 0.86 0.2476 1.8292 0.8600 0.8481 0.1636 0.0509
1315.684 43.0 2150 1235.4918 0.845 0.2661 1.9061 0.845 0.8333 0.1551 0.0663
1315.684 44.0 2200 1239.4510 0.865 0.2423 1.6291 0.865 0.8515 0.1553 0.0565
1315.684 45.0 2250 1237.6595 0.85 0.2470 1.8245 0.85 0.8346 0.1514 0.0554
1315.684 46.0 2300 1238.8110 0.835 0.2543 1.8533 0.835 0.8232 0.1356 0.0412
1315.684 47.0 2350 1240.4524 0.855 0.2487 1.7030 0.855 0.8489 0.1489 0.0402
1315.684 48.0 2400 1239.2617 0.87 0.2387 1.6849 0.87 0.8573 0.1506 0.0404
1315.684 49.0 2450 1240.5238 0.85 0.2544 1.8495 0.85 0.8365 0.1514 0.0593
1313.9472 50.0 2500 1224.2273 0.87 0.2408 1.8714 0.87 0.8505 0.1504 0.0757
1313.9472 51.0 2550 1239.5197 0.85 0.2599 1.7630 0.85 0.8371 0.1659 0.0587
1313.9472 52.0 2600 1237.7816 0.865 0.2353 1.7327 0.865 0.8518 0.1456 0.0461
1313.9472 53.0 2650 1236.0118 0.865 0.2414 1.7887 0.865 0.8539 0.1607 0.0614
1313.9472 54.0 2700 1236.8806 0.875 0.2323 1.5017 0.875 0.8657 0.1481 0.0481
1313.9472 55.0 2750 1232.2323 0.865 0.2215 1.6013 0.865 0.8524 0.1395 0.0541
1313.9472 56.0 2800 1239.0905 0.845 0.2495 1.6543 0.845 0.8321 0.1602 0.0401
1313.9472 57.0 2850 1232.8143 0.86 0.2561 1.8669 0.8600 0.8475 0.1551 0.0573
1313.9472 58.0 2900 1239.1449 0.86 0.2430 1.7579 0.8600 0.8469 0.1491 0.0413
1313.9472 59.0 2950 1233.6656 0.86 0.2540 1.8388 0.8600 0.8394 0.1534 0.0723
1312.3446 60.0 3000 1237.9213 0.86 0.2467 1.7297 0.8600 0.8495 0.1516 0.0413
1312.3446 61.0 3050 1234.9781 0.855 0.2436 1.7597 0.855 0.8445 0.1441 0.0650
1312.3446 62.0 3100 1233.9817 0.86 0.2396 1.7017 0.8600 0.8446 0.1526 0.0517
1312.3446 63.0 3150 1231.5956 0.88 0.2261 1.8523 0.88 0.8694 0.1428 0.0502
1312.3446 64.0 3200 1231.5542 0.85 0.2574 1.7764 0.85 0.8335 0.1640 0.0445
1312.3446 65.0 3250 1235.3212 0.86 0.2387 1.7426 0.8600 0.8458 0.1437 0.0569
1312.3446 66.0 3300 1234.1420 0.86 0.2446 1.5064 0.8600 0.8532 0.1491 0.0504
1312.3446 67.0 3350 1234.3502 0.855 0.2418 1.7734 0.855 0.8426 0.1439 0.0560
1312.3446 68.0 3400 1235.5698 0.865 0.2367 1.6948 0.865 0.8563 0.1520 0.0462
1312.3446 69.0 3450 1234.6050 0.86 0.2403 1.7511 0.8600 0.8458 0.1405 0.0498
1311.1923 70.0 3500 1235.3489 0.835 0.2654 1.7495 0.835 0.8199 0.1503 0.0512
1311.1923 71.0 3550 1233.4445 0.855 0.2671 1.7786 0.855 0.8465 0.1558 0.0589
1311.1923 72.0 3600 1234.6138 0.86 0.2543 1.6259 0.8600 0.8487 0.1559 0.0612
1311.1923 73.0 3650 1234.8722 0.86 0.2407 1.5390 0.8600 0.8487 0.1471 0.0566
1311.1923 74.0 3700 1233.2711 0.87 0.2436 1.7559 0.87 0.8575 0.1554 0.0497
1311.1923 75.0 3750 1235.2708 0.865 0.2386 1.6956 0.865 0.8528 0.1520 0.0554
1311.1923 76.0 3800 1233.7223 0.865 0.2385 1.5563 0.865 0.8511 0.1429 0.0565
1311.1923 77.0 3850 1234.5378 0.865 0.2441 1.5156 0.865 0.8528 0.1633 0.0547
1311.1923 78.0 3900 1238.3745 0.85 0.2469 1.4876 0.85 0.8335 0.1400 0.0465
1311.1923 79.0 3950 1237.1874 0.86 0.2460 1.6190 0.8600 0.8451 0.1579 0.0537
1310.5116 80.0 4000 1235.0160 0.865 0.2379 1.4887 0.865 0.8618 0.1567 0.0547
1310.5116 81.0 4050 1233.9181 0.85 0.2590 1.7047 0.85 0.8362 0.1631 0.0590
1310.5116 82.0 4100 1237.2312 0.865 0.2485 1.6650 0.865 0.8549 0.1674 0.0462
1310.5116 83.0 4150 1234.4546 0.86 0.2472 1.5453 0.8600 0.8497 0.1449 0.0578
1310.5116 84.0 4200 1230.0541 0.85 0.2579 1.7589 0.85 0.8371 0.1493 0.0615
1310.5116 85.0 4250 1234.1154 0.855 0.2523 1.6053 0.855 0.8423 0.1560 0.0541
1310.5116 86.0 4300 1235.0112 0.86 0.2541 1.6794 0.8600 0.8497 0.1582 0.0525
1310.5116 87.0 4350 1234.1501 0.845 0.2566 1.7223 0.845 0.8317 0.1568 0.0496
1310.5116 88.0 4400 1233.6084 0.85 0.2575 1.6697 0.85 0.8401 0.1606 0.0509
1310.5116 89.0 4450 1230.3450 0.855 0.2541 1.6316 0.855 0.8402 0.1397 0.0567
1309.7242 90.0 4500 1233.0825 0.85 0.2584 1.7262 0.85 0.8371 0.1430 0.0509
1309.7242 91.0 4550 1235.7081 0.855 0.2551 1.5906 0.855 0.8402 0.1449 0.0504
1309.7242 92.0 4600 1234.7166 0.855 0.2545 1.6704 0.855 0.8501 0.1431 0.0519
1309.7242 93.0 4650 1235.1996 0.85 0.2597 1.7262 0.85 0.8371 0.1595 0.0525
1309.7242 94.0 4700 1233.9705 0.845 0.2555 1.7033 0.845 0.8331 0.1533 0.0521
1309.7242 95.0 4750 1229.2874 0.845 0.2605 1.7454 0.845 0.8331 0.1535 0.0530
1309.7242 96.0 4800 1233.8939 0.845 0.2614 1.7398 0.845 0.8331 0.1540 0.0527
1309.7242 97.0 4850 1234.3517 0.85 0.2641 1.7150 0.85 0.8371 0.1504 0.0543
1309.7242 98.0 4900 1236.2716 0.845 0.2594 1.6780 0.845 0.8331 0.1440 0.0502
1309.7242 99.0 4950 1231.1798 0.85 0.2633 1.7550 0.85 0.8371 0.1446 0.0565
1309.5659 100.0 5000 1232.9076 0.845 0.2612 1.7130 0.845 0.8331 0.1516 0.0543

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