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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 1.7685 | 0.01 | 10 | 1.6673 | 0.1667 |
| 1.6796 | 0.02 | 20 | 1.6135 | 0.2483 |
| 1.6381 | 0.03 | 30 | 1.5789 | 0.2783 |
| 1.6055 | 0.03 | 40 | 1.5616 | 0.2933 |
| 1.5592 | 0.04 | 50 | 1.4920 | 0.3267 |
| 1.4193 | 0.05 | 60 | 1.3834 | 0.3883 |
| 1.3265 | 0.06 | 70 | 1.3438 | 0.3983 |
| 1.251 | 0.07 | 80 | 1.2632 | 0.3992 |
| 1.3455 | 0.07 | 90 | 1.2927 | 0.43 |
| 1.2964 | 0.08 | 100 | 1.2623 | 0.4275 |
| 1.3695 | 0.09 | 110 | 1.2770 | 0.4267 |
| 1.194 | 0.1 | 120 | 1.2108 | 0.4517 |
| 1.2885 | 0.11 | 130 | 1.2087 | 0.4508 |
| 1.2418 | 0.12 | 140 | 1.2169 | 0.4367 |
| 1.3893 | 0.12 | 150 | 1.2551 | 0.4208 |
| 1.3133 | 0.13 | 160 | 1.1803 | 0.4458 |
| 1.2526 | 0.14 | 170 | 1.1464 | 0.4717 |
| 1.2132 | 0.15 | 180 | 1.1648 | 0.4683 |
| 1.287 | 0.16 | 190 | 1.1203 | 0.5017 |
| 1.0573 | 0.17 | 200 | 1.1034 | 0.4983 |
| 1.1957 | 0.17 | 210 | 1.1519 | 0.48 |
| 1.3078 | 0.18 | 220 | 1.1356 | 0.5058 |
| 1.141 | 0.19 | 230 | 1.1697 | 0.445 |
| 1.3239 | 0.2 | 240 | 1.1909 | 0.445 |
| 1.069 | 0.21 | 250 | 1.1622 | 0.4567 |
| 1.1035 | 0.22 | 260 | 1.1622 | 0.4817 |
| 1.1384 | 0.23 | 270 | 1.1441 | 0.4867 |
| 1.1704 | 0.23 | 280 | 1.1047 | 0.515 |
| 1.2567 | 0.24 | 290 | 1.0590 | 0.5175 |
| 1.0127 | 0.25 | 300 | 1.1075 | 0.5025 |
| 0.9903 | 0.26 | 310 | 1.1014 | 0.52 |
| 1.0588 | 0.27 | 320 | 1.0738 | 0.5233 |
| 1.2552 | 0.28 | 330 | 1.0917 | 0.5058 |
| 1.0464 | 0.28 | 340 | 1.0621 | 0.5408 |
| 1.0819 | 0.29 | 350 | 1.1541 | 0.4833 |
| 1.0828 | 0.3 | 360 | 1.0351 | 0.5242 |
| 1.1456 | 0.31 | 370 | 1.0940 | 0.4917 |
| 1.0856 | 0.32 | 380 | 1.0818 | 0.4825 |
| 1.0456 | 0.33 | 390 | 1.1336 | 0.4875 |
| 1.2629 | 0.33 | 400 | 1.1399 | 0.4692 |
| 1.1563 | 0.34 | 410 | 1.1484 | 0.46 |
| 1.214 | 0.35 | 420 | 1.0943 | 0.5117 |
| 1.1227 | 0.36 | 430 | 1.0438 | 0.5333 |
| 1.1006 | 0.37 | 440 | 1.1435 | 0.4842 |
| 1.4169 | 0.38 | 450 | 1.0695 | 0.495 |
| 1.0879 | 0.38 | 460 | 1.0750 | 0.5142 |
| 1.103 | 0.39 | 470 | 1.0469 | 0.5542 |
| 1.1574 | 0.4 | 480 | 1.0849 | 0.5233 |
| 1.0681 | 0.41 | 490 | 1.0680 | 0.5283 |
| 1.1664 | 0.42 | 500 | 1.0261 | 0.5517 |
| 0.9498 | 0.42 | 510 | 1.0322 | 0.5292 |
| 1.2028 | 0.43 | 520 | 1.0459 | 0.525 |
| 0.9554 | 0.44 | 530 | 1.0558 | 0.5242 |
| 1.1721 | 0.45 | 540 | 1.0990 | 0.5333 |
| 1.1527 | 0.46 | 550 | 1.0562 | 0.52 |
| 1.0249 | 0.47 | 560 | 1.0748 | 0.5183 |
| 1.1108 | 0.47 | 570 | 1.0515 | 0.5183 |
| 1.0518 | 0.48 | 580 | 1.0743 | 0.5017 |
| 1.1625 | 0.49 | 590 | 1.0369 | 0.5358 |
| 1.0914 | 0.5 | 600 | 1.0133 | 0.5383 |
| 1.0405 | 0.51 | 610 | 1.0769 | 0.495 |
| 1.0241 | 0.52 | 620 | 1.0320 | 0.5483 |
| 1.3388 | 0.53 | 630 | 1.0194 | 0.5367 |
| 1.112 | 0.53 | 640 | 1.0215 | 0.5533 |
| 1.1039 | 0.54 | 650 | 1.0652 | 0.5233 |
| 1.0739 | 0.55 | 660 | 1.0563 | 0.4975 |
| 0.8854 | 0.56 | 670 | 1.0234 | 0.5425 |
| 1.0837 | 0.57 | 680 | 1.0446 | 0.5375 |
| 0.9748 | 0.57 | 690 | 1.0236 | 0.5558 |
| 1.1436 | 0.58 | 700 | 1.0025 | 0.5558 |
| 1.0762 | 0.59 | 710 | 1.0263 | 0.5442 |
| 1.1594 | 0.6 | 720 | 1.0044 | 0.5417 |
| 1.0542 | 0.61 | 730 | 0.9851 | 0.5633 |
| 0.9711 | 0.62 | 740 | 1.0097 | 0.5325 |
| 1.0963 | 0.62 | 750 | 0.9819 | 0.5517 |
| 1.0313 | 0.63 | 760 | 1.0008 | 0.5575 |
| 1.0046 | 0.64 | 770 | 1.0398 | 0.5417 |
| 1.0007 | 0.65 | 780 | 1.0929 | 0.4992 |
| 1.0521 | 0.66 | 790 | 1.0413 | 0.5408 |
| 0.9918 | 0.67 | 800 | 1.0485 | 0.5433 |
| 1.1687 | 0.68 | 810 | 1.0181 | 0.5375 |
| 0.8415 | 0.68 | 820 | 1.0161 | 0.55 |
| 0.9516 | 0.69 | 830 | 1.0558 | 0.5342 |
| 0.9161 | 0.7 | 840 | 0.9982 | 0.5558 |
| 1.0259 | 0.71 | 850 | 1.0429 | 0.53 |
| 0.9952 | 0.72 | 860 | 1.0378 | 0.5333 |
| 0.9626 | 0.72 | 870 | 1.0100 | 0.5425 |
| 1.0424 | 0.73 | 880 | 1.0394 | 0.5117 |
| 1.1013 | 0.74 | 890 | 1.0234 | 0.5358 |
| 1.1225 | 0.75 | 900 | 1.0127 | 0.5392 |
| 0.8886 | 0.76 | 910 | 1.0138 | 0.5358 |
| 0.8954 | 0.77 | 920 | 0.9991 | 0.5425 |
| 0.8965 | 0.78 | 930 | 1.0029 | 0.54 |
| 1.021 | 0.78 | 940 | 0.9975 | 0.555 |
| 1.0586 | 0.79 | 950 | 1.0274 | 0.5592 |
| 1.1711 | 0.8 | 960 | 1.0118 | 0.5325 |
| 0.9104 | 0.81 | 970 | 1.0249 | 0.5175 |
| 0.9854 | 0.82 | 980 | 1.0195 | 0.5275 |
| 1.0797 | 0.82 | 990 | 0.9979 | 0.5517 |
| 1.0675 | 0.83 | 1000 | 0.9811 | 0.5492 |
| 1.0044 | 0.84 | 1010 | 1.0465 | 0.5217 |
| 0.9931 | 0.85 | 1020 | 1.0218 | 0.5425 |
| 1.086 | 0.86 | 1030 | 1.0056 | 0.5425 |
| 1.0026 | 0.87 | 1040 | 1.0012 | 0.5483 |
| 1.0327 | 0.88 | 1050 | 1.0388 | 0.5358 |
| 0.9409 | 0.88 | 1060 | 0.9844 | 0.5667 |
| 0.9433 | 0.89 | 1070 | 0.9801 | 0.5583 |
| 1.1275 | 0.9 | 1080 | 0.9905 | 0.5417 |
| 0.9402 | 0.91 | 1090 | 1.0152 | 0.555 |
| 1.0165 | 0.92 | 1100 | 0.9882 | 0.5442 |
| 0.8924 | 0.93 | 1110 | 1.0120 | 0.5458 |
| 1.0267 | 0.93 | 1120 | 1.0318 | 0.5367 |
| 1.0285 | 0.94 | 1130 | 1.0633 | 0.525 |
| 1.2551 | 0.95 | 1140 | 1.0032 | 0.5408 |
| 1.0909 | 0.96 | 1150 | 0.9681 | 0.56 |
| 1.0208 | 0.97 | 1160 | 0.9570 | 0.5725 |
| 0.9663 | 0.97 | 1170 | 0.9622 | 0.5617 |
| 0.9391 | 0.98 | 1180 | 0.9486 | 0.5775 |
| 1.1975 | 0.99 | 1190 | 0.9506 | 0.5617 |
| 0.9428 | 1.0 | 1200 | 0.9806 | 0.5492 |
| 0.7799 | 1.01 | 1210 | 0.9805 | 0.5675 |
| 0.7864 | 1.02 | 1220 | 0.9642 | 0.5833 |
| 0.711 | 1.02 | 1230 | 0.9985 | 0.5625 |
| 0.8444 | 1.03 | 1240 | 1.0404 | 0.5725 |
| 0.7398 | 1.04 | 1250 | 1.0310 | 0.5575 |
| 0.7063 | 1.05 | 1260 | 1.0468 | 0.5733 |
| 0.9286 | 1.06 | 1270 | 1.0341 | 0.5592 |
| 0.6747 | 1.07 | 1280 | 1.0461 | 0.5467 |
| 0.7503 | 1.07 | 1290 | 1.0218 | 0.5692 |
| 0.8217 | 1.08 | 1300 | 1.0439 | 0.5792 |
| 0.7533 | 1.09 | 1310 | 1.0069 | 0.5558 |
| 0.8461 | 1.1 | 1320 | 1.0202 | 0.5608 |
| 0.797 | 1.11 | 1330 | 1.0288 | 0.5617 |
| 0.8489 | 1.12 | 1340 | 1.0867 | 0.5367 |
| 0.7139 | 1.12 | 1350 | 1.0144 | 0.5567 |
| 0.779 | 1.13 | 1360 | 1.0101 | 0.5692 |
| 0.7901 | 1.14 | 1370 | 0.9999 | 0.5675 |
| 0.672 | 1.15 | 1380 | 1.0314 | 0.56 |
| 0.6909 | 1.16 | 1390 | 1.0347 | 0.5533 |
| 0.7485 | 1.17 | 1400 | 1.0149 | 0.5642 |
| 0.7932 | 1.18 | 1410 | 0.9997 | 0.5792 |
| 0.8111 | 1.18 | 1420 | 1.0173 | 0.5567 |
| 0.7201 | 1.19 | 1430 | 1.0044 | 0.5675 |
| 0.8785 | 1.2 | 1440 | 1.0240 | 0.5775 |
| 0.872 | 1.21 | 1450 | 1.0030 | 0.5825 |
| 0.698 | 1.22 | 1460 | 0.9872 | 0.5808 |
| 0.6795 | 1.23 | 1470 | 1.0854 | 0.5425 |
| 0.7207 | 1.23 | 1480 | 1.0158 | 0.585 |
| 0.8295 | 1.24 | 1490 | 1.0298 | 0.5683 |
| 0.7546 | 1.25 | 1500 | 1.0075 | 0.5817 |
| 0.833 | 1.26 | 1510 | 1.0133 | 0.5683 |
| 0.7183 | 1.27 | 1520 | 1.0075 | 0.5817 |
| 0.826 | 1.27 | 1530 | 1.1743 | 0.5242 |
| 0.8769 | 1.28 | 1540 | 1.1146 | 0.5292 |
| 0.9382 | 1.29 | 1550 | 1.0655 | 0.5708 |
| 0.8704 | 1.3 | 1560 | 1.0595 | 0.56 |
| 0.8551 | 1.31 | 1570 | 1.0004 | 0.5733 |
| 0.7856 | 1.32 | 1580 | 1.0010 | 0.5733 |
| 0.8383 | 1.32 | 1590 | 1.0158 | 0.565 |
| 0.664 | 1.33 | 1600 | 0.9840 | 0.5808 |
| 0.8265 | 1.34 | 1610 | 1.0043 | 0.5775 |
| 0.6619 | 1.35 | 1620 | 1.0370 | 0.5725 |
| 0.7648 | 1.36 | 1630 | 0.9861 | 0.5808 |
| 0.7817 | 1.37 | 1640 | 1.0044 | 0.5733 |
| 0.9077 | 1.38 | 1650 | 0.9890 | 0.5808 |
| 0.6679 | 1.38 | 1660 | 1.0057 | 0.5808 |
| 0.6428 | 1.39 | 1670 | 1.0133 | 0.585 |
| 1.0346 | 1.4 | 1680 | 1.0188 | 0.5842 |
| 0.7576 | 1.41 | 1690 | 1.0069 | 0.5717 |
| 0.7416 | 1.42 | 1700 | 1.0103 | 0.5658 |
| 0.6503 | 1.43 | 1710 | 0.9962 | 0.5733 |
| 0.8442 | 1.43 | 1720 | 1.0023 | 0.5775 |
| 0.7053 | 1.44 | 1730 | 1.0052 | 0.5758 |
| 0.7496 | 1.45 | 1740 | 1.0058 | 0.5775 |
| 0.8825 | 1.46 | 1750 | 1.0027 | 0.5767 |
| 0.824 | 1.47 | 1760 | 1.0013 | 0.5767 |
| 0.7946 | 1.48 | 1770 | 0.9987 | 0.5733 |
| 0.877 | 1.48 | 1780 | 1.0019 | 0.5683 |
| 0.6465 | 1.49 | 1790 | 0.9998 | 0.5842 |
| 0.7524 | 1.5 | 1800 | 1.0263 | 0.57 |
| 0.7318 | 1.51 | 1810 | 1.0141 | 0.5842 |
| 0.78 | 1.52 | 1820 | 1.0553 | 0.5633 |
| 0.7671 | 1.52 | 1830 | 1.0525 | 0.5558 |
| 0.6737 | 1.53 | 1840 | 1.0197 | 0.565 |
| 0.8028 | 1.54 | 1850 | 1.0087 | 0.5742 |
| 0.914 | 1.55 | 1860 | 1.0111 | 0.5767 |
| 0.6607 | 1.56 | 1870 | 0.9969 | 0.59 |
| 0.8758 | 1.57 | 1880 | 1.0142 | 0.5725 |
| 0.8346 | 1.57 | 1890 | 1.0196 | 0.5683 |
| 0.8353 | 1.58 | 1900 | 0.9847 | 0.5733 |
| 0.7901 | 1.59 | 1910 | 1.0127 | 0.5533 |
| 0.628 | 1.6 | 1920 | 0.9966 | 0.5575 |
| 0.7719 | 1.61 | 1930 | 0.9969 | 0.5758 |
| 0.6255 | 1.62 | 1940 | 1.0018 | 0.5817 |
| 0.7852 | 1.62 | 1950 | 1.0032 | 0.5758 |
| 0.805 | 1.63 | 1960 | 1.0020 | 0.5842 |
| 0.8991 | 1.64 | 1970 | 1.0026 | 0.5908 |
| 0.5871 | 1.65 | 1980 | 1.0016 | 0.59 |
| 0.6986 | 1.66 | 1990 | 1.0231 | 0.5758 |
| 0.8239 | 1.67 | 2000 | 1.0098 | 0.5867 |
| 0.6166 | 1.68 | 2010 | 1.0211 | 0.5858 |
| 0.743 | 1.68 | 2020 | 1.0158 | 0.585 |
| 0.8171 | 1.69 | 2030 | 1.0093 | 0.5867 |
| 0.5622 | 1.7 | 2040 | 1.0113 | 0.5875 |
| 0.7664 | 1.71 | 2050 | 1.0079 | 0.5817 |
| 0.6106 | 1.72 | 2060 | 1.0123 | 0.5808 |
| 0.6013 | 1.73 | 2070 | 1.0101 | 0.585 |
| 0.6778 | 1.73 | 2080 | 1.0037 | 0.5808 |
| 0.6183 | 1.74 | 2090 | 1.0040 | 0.5833 |
| 0.7904 | 1.75 | 2100 | 1.0092 | 0.585 |
| 0.8565 | 1.76 | 2110 | 1.0027 | 0.5833 |
| 0.5864 | 1.77 | 2120 | 1.0020 | 0.57 |
| 0.6965 | 1.77 | 2130 | 1.0012 | 0.5733 |
| 0.8319 | 1.78 | 2140 | 1.0028 | 0.5725 |
| 0.9115 | 1.79 | 2150 | 1.0004 | 0.575 |
| 0.709 | 1.8 | 2160 | 0.9981 | 0.58 |
| 0.7741 | 1.81 | 2170 | 0.9975 | 0.5775 |
| 0.8429 | 1.82 | 2180 | 1.0029 | 0.5792 |
| 0.7965 | 1.82 | 2190 | 1.0042 | 0.5783 |
| 0.6964 | 1.83 | 2200 | 1.0024 | 0.575 |
| 0.7082 | 1.84 | 2210 | 0.9980 | 0.5792 |
| 0.6589 | 1.85 | 2220 | 0.9955 | 0.5808 |
| 0.7475 | 1.86 | 2230 | 0.9977 | 0.5692 |
| 0.6762 | 1.87 | 2240 | 1.0053 | 0.5758 |
| 0.7361 | 1.88 | 2250 | 1.0028 | 0.5683 |
| 0.7648 | 1.88 | 2260 | 0.9996 | 0.5692 |
| 0.6421 | 1.89 | 2270 | 0.9980 | 0.5733 |
| 0.7902 | 1.9 | 2280 | 1.0011 | 0.5767 |
| 0.6654 | 1.91 | 2290 | 0.9972 | 0.5858 |
| 0.7229 | 1.92 | 2300 | 0.9930 | 0.5825 |
| 0.985 | 1.93 | 2310 | 0.9933 | 0.575 |
| 0.7008 | 1.93 | 2320 | 0.9911 | 0.5775 |
| 0.635 | 1.94 | 2330 | 0.9903 | 0.5725 |
| 0.7219 | 1.95 | 2340 | 0.9932 | 0.5758 |
| 0.9246 | 1.96 | 2350 | 0.9950 | 0.5767 |
| 0.6654 | 1.97 | 2360 | 0.9961 | 0.5775 |
| 0.6016 | 1.98 | 2370 | 0.9958 | 0.58 |
| 0.7429 | 1.98 | 2380 | 0.9963 | 0.58 |
| 0.7566 | 1.99 | 2390 | 0.9968 | 0.5775 |
| 0.7313 | 2.0 | 2400 | 0.9971 | 0.5767 |