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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 1.6325 | 0.01 | 10 | 1.5991 | 0.2008 |
| 1.582 | 0.02 | 20 | 1.5884 | 0.2975 |
| 1.5363 | 0.03 | 30 | 1.5598 | 0.275 |
| 1.5358 | 0.03 | 40 | 1.4794 | 0.3367 |
| 1.5065 | 0.04 | 50 | 1.3755 | 0.3825 |
| 1.392 | 0.05 | 60 | 1.2745 | 0.4458 |
| 1.3156 | 0.06 | 70 | 1.2164 | 0.4058 |
| 1.2387 | 0.07 | 80 | 1.2414 | 0.4283 |
| 1.3621 | 0.07 | 90 | 1.1632 | 0.4808 |
| 1.242 | 0.08 | 100 | 1.4167 | 0.365 |
| 1.242 | 0.09 | 110 | 1.2389 | 0.4367 |
| 1.2249 | 0.1 | 120 | 1.3337 | 0.4083 |
| 1.3734 | 0.11 | 130 | 1.1265 | 0.49 |
| 1.3003 | 0.12 | 140 | 1.1609 | 0.4675 |
| 1.0861 | 0.12 | 150 | 1.4087 | 0.4017 |
| 1.1882 | 0.13 | 160 | 1.1827 | 0.4442 |
| 1.2343 | 0.14 | 170 | 1.2829 | 0.43 |
| 1.1028 | 0.15 | 180 | 1.1621 | 0.505 |
| 1.3076 | 0.16 | 190 | 1.2701 | 0.405 |
| 1.1405 | 0.17 | 200 | 1.2041 | 0.4458 |
| 1.2308 | 0.17 | 210 | 1.1216 | 0.4558 |
| 1.2857 | 0.18 | 220 | 1.1178 | 0.47 |
| 1.1742 | 0.19 | 230 | 1.1206 | 0.5225 |
| 1.1472 | 0.2 | 240 | 1.1125 | 0.4925 |
| 1.2596 | 0.21 | 250 | 1.1274 | 0.4867 |
| 1.1323 | 0.22 | 260 | 1.0597 | 0.5342 |
| 1.0149 | 0.23 | 270 | 1.0703 | 0.5225 |
| 1.1787 | 0.23 | 280 | 1.1797 | 0.485 |
| 1.1165 | 0.24 | 290 | 1.1038 | 0.51 |
| 1.0636 | 0.25 | 300 | 1.0767 | 0.5392 |
| 1.1375 | 0.26 | 310 | 1.0852 | 0.525 |
| 1.2661 | 0.27 | 320 | 1.1114 | 0.4967 |
| 1.168 | 0.28 | 330 | 1.0562 | 0.5258 |
| 1.2809 | 0.28 | 340 | 1.0941 | 0.5117 |
| 1.1089 | 0.29 | 350 | 1.0778 | 0.4975 |
| 1.0561 | 0.3 | 360 | 1.1326 | 0.4467 |
| 1.1941 | 0.31 | 370 | 1.0203 | 0.5417 |
| 1.0317 | 0.32 | 380 | 1.0387 | 0.525 |
| 1.1056 | 0.33 | 390 | 1.0369 | 0.5342 |
| 1.2667 | 0.33 | 400 | 1.0146 | 0.5492 |
| 1.1629 | 0.34 | 410 | 1.0507 | 0.5442 |
| 0.9479 | 0.35 | 420 | 1.0260 | 0.5408 |
| 1.049 | 0.36 | 430 | 1.0202 | 0.5292 |
| 1.0778 | 0.37 | 440 | 0.9926 | 0.5583 |
| 0.8634 | 0.38 | 450 | 1.0885 | 0.5275 |
| 1.1605 | 0.38 | 460 | 0.9796 | 0.5558 |
| 1.0557 | 0.39 | 470 | 1.0047 | 0.5475 |
| 1.0388 | 0.4 | 480 | 1.0342 | 0.5508 |
| 0.9782 | 0.41 | 490 | 1.0917 | 0.5008 |
| 1.0986 | 0.42 | 500 | 1.1414 | 0.5125 |
| 1.0982 | 0.42 | 510 | 1.0110 | 0.5433 |
| 1.0264 | 0.43 | 520 | 1.0003 | 0.5542 |
| 1.045 | 0.44 | 530 | 1.0478 | 0.5333 |
| 1.0532 | 0.45 | 540 | 1.0700 | 0.5133 |
| 1.1025 | 0.46 | 550 | 1.0191 | 0.5367 |
| 1.1531 | 0.47 | 560 | 1.0951 | 0.5325 |
| 1.0562 | 0.47 | 570 | 1.0527 | 0.5208 |
| 1.0935 | 0.48 | 580 | 1.0087 | 0.5525 |
| 0.9918 | 0.49 | 590 | 1.1201 | 0.49 |
| 1.0098 | 0.5 | 600 | 1.0244 | 0.5425 |
| 1.0064 | 0.51 | 610 | 1.0375 | 0.54 |
| 1.0049 | 0.52 | 620 | 1.0123 | 0.545 |
| 1.2486 | 0.53 | 630 | 1.1018 | 0.515 |
| 1.1461 | 0.53 | 640 | 1.0022 | 0.5433 |
| 1.0624 | 0.54 | 650 | 1.0048 | 0.5483 |
| 1.1099 | 0.55 | 660 | 0.9848 | 0.5575 |
| 1.0624 | 0.56 | 670 | 0.9804 | 0.5575 |
| 1.0554 | 0.57 | 680 | 1.0003 | 0.5458 |
| 1.009 | 0.57 | 690 | 1.0566 | 0.5183 |
| 1.0326 | 0.58 | 700 | 1.0969 | 0.5125 |
| 1.1079 | 0.59 | 710 | 1.0181 | 0.5383 |
| 0.9814 | 0.6 | 720 | 0.9950 | 0.5442 |
| 0.9225 | 0.61 | 730 | 1.0021 | 0.5533 |
| 1.0408 | 0.62 | 740 | 1.0248 | 0.555 |
| 1.033 | 0.62 | 750 | 1.0587 | 0.5142 |
| 0.9995 | 0.63 | 760 | 0.9895 | 0.5592 |
| 0.9837 | 0.64 | 770 | 0.9991 | 0.5458 |
| 1.0901 | 0.65 | 780 | 1.0011 | 0.5583 |
| 0.89 | 0.66 | 790 | 1.1504 | 0.5108 |
| 1.2833 | 0.67 | 800 | 1.0055 | 0.545 |
| 0.9868 | 0.68 | 810 | 1.0228 | 0.5333 |
| 1.0203 | 0.68 | 820 | 0.9798 | 0.5517 |
| 0.9778 | 0.69 | 830 | 0.9739 | 0.5583 |
| 1.0526 | 0.7 | 840 | 0.9525 | 0.5592 |
| 1.0748 | 0.71 | 850 | 0.9648 | 0.5625 |
| 1.0818 | 0.72 | 860 | 0.9868 | 0.5425 |
| 1.1718 | 0.72 | 870 | 1.0041 | 0.54 |
| 1.052 | 0.73 | 880 | 0.9926 | 0.5633 |
| 0.9856 | 0.74 | 890 | 1.0029 | 0.5367 |
| 1.0623 | 0.75 | 900 | 1.0920 | 0.5375 |
| 1.2347 | 0.76 | 910 | 0.9949 | 0.5558 |
| 1.0313 | 0.77 | 920 | 0.9606 | 0.5583 |
| 1.0903 | 0.78 | 930 | 0.9673 | 0.5542 |
| 1.0952 | 0.78 | 940 | 0.9778 | 0.55 |
| 0.9689 | 0.79 | 950 | 0.9669 | 0.555 |
| 1.1173 | 0.8 | 960 | 0.9415 | 0.57 |
| 0.9672 | 0.81 | 970 | 0.9393 | 0.575 |
| 0.8624 | 0.82 | 980 | 0.9409 | 0.5767 |
| 0.9683 | 0.82 | 990 | 0.9770 | 0.5467 |
| 0.9681 | 0.83 | 1000 | 1.0163 | 0.5383 |
| 1.1862 | 0.84 | 1010 | 0.9532 | 0.5692 |
| 0.9935 | 0.85 | 1020 | 0.9815 | 0.5425 |
| 1.1011 | 0.86 | 1030 | 1.0984 | 0.5167 |
| 0.9626 | 0.87 | 1040 | 0.9493 | 0.5675 |
| 1.0268 | 0.88 | 1050 | 1.0367 | 0.5583 |
| 1.15 | 0.88 | 1060 | 0.9533 | 0.5792 |
| 1.1613 | 0.89 | 1070 | 0.9860 | 0.5558 |
| 0.8876 | 0.9 | 1080 | 0.9948 | 0.5583 |
| 0.9916 | 0.91 | 1090 | 0.9418 | 0.5775 |
| 1.034 | 0.92 | 1100 | 0.9532 | 0.5617 |
| 1.2078 | 0.93 | 1110 | 0.9457 | 0.5658 |
| 0.9293 | 0.93 | 1120 | 0.9474 | 0.5642 |
| 0.9945 | 0.94 | 1130 | 0.9856 | 0.5467 |
| 1.1483 | 0.95 | 1140 | 0.9769 | 0.5683 |
| 1.0652 | 0.96 | 1150 | 0.9333 | 0.5808 |
| 0.943 | 0.97 | 1160 | 0.9613 | 0.5717 |
| 0.8959 | 0.97 | 1170 | 0.9292 | 0.5742 |
| 1.0558 | 0.98 | 1180 | 0.9216 | 0.5833 |
| 0.9603 | 0.99 | 1190 | 0.9352 | 0.5792 |
| 1.0854 | 1.0 | 1200 | 0.9403 | 0.5833 |
| 0.7435 | 1.01 | 1210 | 0.9177 | 0.5875 |
| 0.8798 | 1.02 | 1220 | 0.9625 | 0.5592 |
| 0.7921 | 1.02 | 1230 | 0.9349 | 0.5717 |
| 0.6194 | 1.03 | 1240 | 0.9355 | 0.5958 |
| 0.7193 | 1.04 | 1250 | 0.9540 | 0.5908 |
| 0.7902 | 1.05 | 1260 | 0.9912 | 0.5842 |
| 0.9728 | 1.06 | 1270 | 0.9568 | 0.5817 |
| 0.8948 | 1.07 | 1280 | 0.9572 | 0.5667 |
| 0.7172 | 1.07 | 1290 | 1.0331 | 0.5608 |
| 0.7905 | 1.08 | 1300 | 0.9523 | 0.5692 |
| 0.7699 | 1.09 | 1310 | 1.0065 | 0.5625 |
| 0.9043 | 1.1 | 1320 | 1.0960 | 0.5208 |
| 0.8665 | 1.11 | 1330 | 0.9775 | 0.565 |
| 0.7809 | 1.12 | 1340 | 0.9941 | 0.5542 |
| 0.6454 | 1.12 | 1350 | 1.0438 | 0.5675 |
| 0.8919 | 1.13 | 1360 | 0.9652 | 0.5742 |
| 0.6891 | 1.14 | 1370 | 1.0144 | 0.5733 |
| 0.7775 | 1.15 | 1380 | 0.9862 | 0.5733 |
| 0.7469 | 1.16 | 1390 | 0.9685 | 0.58 |
| 0.7795 | 1.17 | 1400 | 0.9845 | 0.5725 |
| 0.8594 | 1.18 | 1410 | 0.9833 | 0.5683 |
| 0.8161 | 1.18 | 1420 | 0.9933 | 0.57 |
| 0.8836 | 1.19 | 1430 | 1.0641 | 0.5383 |
| 0.8316 | 1.2 | 1440 | 0.9770 | 0.5642 |
| 0.7242 | 1.21 | 1450 | 0.9647 | 0.5592 |
| 0.7889 | 1.22 | 1460 | 1.0378 | 0.5525 |
| 0.8997 | 1.23 | 1470 | 1.0074 | 0.5717 |
| 0.8315 | 1.23 | 1480 | 0.9810 | 0.585 |
| 0.928 | 1.24 | 1490 | 0.9673 | 0.585 |
| 0.7716 | 1.25 | 1500 | 0.9758 | 0.5717 |
| 0.7998 | 1.26 | 1510 | 0.9980 | 0.58 |
| 0.6825 | 1.27 | 1520 | 0.9766 | 0.5867 |
| 0.8354 | 1.27 | 1530 | 0.9622 | 0.5783 |
| 0.7766 | 1.28 | 1540 | 0.9506 | 0.59 |
| 0.7776 | 1.29 | 1550 | 0.9469 | 0.5992 |
| 0.772 | 1.3 | 1560 | 0.9380 | 0.5908 |
| 0.6561 | 1.31 | 1570 | 0.9896 | 0.5783 |
| 0.9753 | 1.32 | 1580 | 0.9428 | 0.59 |
| 0.685 | 1.32 | 1590 | 0.9492 | 0.59 |
| 0.7375 | 1.33 | 1600 | 0.9792 | 0.5825 |
| 0.7753 | 1.34 | 1610 | 0.9611 | 0.5908 |
| 0.7627 | 1.35 | 1620 | 0.9787 | 0.5842 |
| 0.8135 | 1.36 | 1630 | 1.0000 | 0.5617 |
| 0.8031 | 1.37 | 1640 | 0.9770 | 0.5758 |
| 0.7973 | 1.38 | 1650 | 1.0509 | 0.58 |
| 0.7865 | 1.38 | 1660 | 0.9632 | 0.5925 |
| 0.8153 | 1.39 | 1670 | 0.9572 | 0.5875 |
| 0.7022 | 1.4 | 1680 | 0.9872 | 0.5767 |
| 0.7709 | 1.41 | 1690 | 0.9615 | 0.5833 |
| 0.8874 | 1.42 | 1700 | 0.9548 | 0.5817 |
| 0.7961 | 1.43 | 1710 | 0.9472 | 0.5967 |
| 0.7718 | 1.43 | 1720 | 0.9849 | 0.5725 |
| 0.7515 | 1.44 | 1730 | 0.9825 | 0.5742 |
| 0.9256 | 1.45 | 1740 | 0.9514 | 0.5817 |
| 0.8487 | 1.46 | 1750 | 0.9591 | 0.5908 |
| 0.7539 | 1.47 | 1760 | 0.9509 | 0.5975 |
| 0.7333 | 1.48 | 1770 | 0.9835 | 0.5883 |
| 0.6634 | 1.48 | 1780 | 1.0435 | 0.5675 |
| 0.7045 | 1.49 | 1790 | 0.9614 | 0.5908 |
| 0.8598 | 1.5 | 1800 | 0.9362 | 0.595 |
| 0.8418 | 1.51 | 1810 | 0.9409 | 0.5958 |
| 0.8074 | 1.52 | 1820 | 0.9379 | 0.5992 |
| 0.8183 | 1.52 | 1830 | 0.9296 | 0.6042 |
| 0.8257 | 1.53 | 1840 | 0.9324 | 0.6058 |
| 0.6653 | 1.54 | 1850 | 0.9261 | 0.605 |
| 0.7399 | 1.55 | 1860 | 0.9448 | 0.6033 |
| 0.762 | 1.56 | 1870 | 0.9568 | 0.5942 |
| 0.6583 | 1.57 | 1880 | 0.9650 | 0.5833 |
| 0.9037 | 1.57 | 1890 | 0.9301 | 0.5967 |
| 0.7022 | 1.58 | 1900 | 0.9499 | 0.6042 |
| 0.8169 | 1.59 | 1910 | 0.9537 | 0.6025 |
| 0.5907 | 1.6 | 1920 | 0.9700 | 0.595 |
| 0.7397 | 1.61 | 1930 | 0.9684 | 0.5942 |
| 0.7224 | 1.62 | 1940 | 0.9516 | 0.6 |
| 0.664 | 1.62 | 1950 | 0.9405 | 0.5933 |
| 0.6477 | 1.63 | 1960 | 0.9474 | 0.5967 |
| 0.8474 | 1.64 | 1970 | 0.9540 | 0.5883 |
| 0.6596 | 1.65 | 1980 | 0.9482 | 0.5992 |
| 0.7187 | 1.66 | 1990 | 0.9404 | 0.5933 |
| 0.7754 | 1.67 | 2000 | 0.9389 | 0.5892 |
| 0.7789 | 1.68 | 2010 | 0.9369 | 0.5942 |
| 0.8082 | 1.68 | 2020 | 0.9288 | 0.5983 |
| 0.7271 | 1.69 | 2030 | 0.9319 | 0.5992 |
| 0.7631 | 1.7 | 2040 | 0.9344 | 0.6 |
| 0.8105 | 1.71 | 2050 | 0.9538 | 0.5925 |
| 0.7941 | 1.72 | 2060 | 0.9625 | 0.5958 |
| 0.8801 | 1.73 | 2070 | 0.9412 | 0.5975 |
| 0.6754 | 1.73 | 2080 | 0.9262 | 0.6033 |
| 0.7901 | 1.74 | 2090 | 0.9301 | 0.5983 |
| 0.9318 | 1.75 | 2100 | 0.9361 | 0.5992 |
| 0.8394 | 1.76 | 2110 | 0.9198 | 0.6008 |
| 0.6138 | 1.77 | 2120 | 0.9234 | 0.6083 |
| 0.7199 | 1.77 | 2130 | 0.9233 | 0.6083 |
| 0.7092 | 1.78 | 2140 | 0.9219 | 0.6033 |
| 0.8862 | 1.79 | 2150 | 0.9199 | 0.6067 |
| 0.7834 | 1.8 | 2160 | 0.9199 | 0.6025 |
| 0.729 | 1.81 | 2170 | 0.9206 | 0.6058 |
| 0.6533 | 1.82 | 2180 | 0.9252 | 0.605 |
| 0.7499 | 1.82 | 2190 | 0.9284 | 0.6125 |
| 0.7665 | 1.83 | 2200 | 0.9295 | 0.6092 |
| 0.5497 | 1.84 | 2210 | 0.9369 | 0.6083 |
| 0.8775 | 1.85 | 2220 | 0.9402 | 0.61 |
| 0.6465 | 1.86 | 2230 | 0.9389 | 0.6092 |
| 0.573 | 1.87 | 2240 | 0.9369 | 0.6125 |
| 0.6852 | 1.88 | 2250 | 0.9368 | 0.6125 |
| 0.6715 | 1.88 | 2260 | 0.9346 | 0.6142 |
| 0.6263 | 1.89 | 2270 | 0.9339 | 0.6133 |
| 0.5795 | 1.9 | 2280 | 0.9313 | 0.6125 |
| 0.681 | 1.91 | 2290 | 0.9347 | 0.6083 |
| 0.7992 | 1.92 | 2300 | 0.9342 | 0.6125 |
| 0.6634 | 1.93 | 2310 | 0.9323 | 0.6117 |
| 0.7184 | 1.93 | 2320 | 0.9310 | 0.6092 |
| 0.6863 | 1.94 | 2330 | 0.9318 | 0.61 |
| 0.687 | 1.95 | 2340 | 0.9336 | 0.6117 |
| 0.7697 | 1.96 | 2350 | 0.9348 | 0.6133 |
| 0.7281 | 1.97 | 2360 | 0.9332 | 0.6117 |
| 0.7628 | 1.98 | 2370 | 0.9304 | 0.6108 |
| 0.7419 | 1.98 | 2380 | 0.9297 | 0.6075 |
| 0.7973 | 1.99 | 2390 | 0.9292 | 0.6075 |
| 0.5734 | 2.0 | 2400 | 0.9292 | 0.6083 |