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  1. Namespace(add_name='', alpha_max=1.0, alpha_max_at_factor=0.4, batch_size=100, data_dir='../data/cifar10/', dataset='cifar10', epochs=1000, exp_dir='exp1', gammas=[0.1, 0.1, 0.1], job_id='', l2=0.0005, lr=0.1, mixup_alpha_sup=0.1, mixup_alpha_usup=2.0, mixup_sup=1, mixup_sup_hidden=True, mixup_usup=1, mixup_usup_hidden=True, nesterov=True, net_type='WRN28_2', optimizer='sgd', schedule=[500, 750, 875])
  2. | Epoch [ 1/1000] Iter[450/ 41] Loss: 1.7792 SupLoss: 1.7530 UsupLoss: 0.2607 NLLLoss: 1.5444 Acc@1: 44.451%
  3.  
  4. | Validation Epoch #1 Loss: 3.4125 NLLLoss: 3.4125 Acc@1: 26.22%
  5.  
  6. | Best Test Acc: Epoch #1 Loss: 3.4120 NLLLoss: 3.4120 Acc@1: 26.36%
  7.  
  8. | Best Test Acc: Acc@1: 26.36%
  9. | Epoch [ 2/1000] Iter[450/ 41] Loss: 1.2797 SupLoss: 1.2496 UsupLoss: 0.6796 NLLLoss: 0.9205 Acc@1: 69.398%
  10.  
  11. | Validation Epoch #2 Loss: 1.7072 NLLLoss: 1.7072 Acc@1: 46.70%
  12.  
  13. | Best Test Acc: Epoch #2 Loss: 1.7055 NLLLoss: 1.7055 Acc@1: 46.25%
  14.  
  15. | Best Test Acc: Acc@1: 46.25%
  16. | Epoch [ 3/1000] Iter[450/ 41] Loss: 1.0723 SupLoss: 1.0425 UsupLoss: 0.8424 NLLLoss: 0.6677 Acc@1: 80.044%
  17.  
  18. | Validation Epoch #3 Loss: 1.6339 NLLLoss: 1.6339 Acc@1: 52.16%
  19.  
  20. | Best Test Acc: Epoch #3 Loss: 1.6307 NLLLoss: 1.6307 Acc@1: 53.00%
  21.  
  22. | Best Test Acc: Acc@1: 53.00%
  23. | Epoch [ 4/1000] Iter[450/ 41] Loss: 0.9873 SupLoss: 0.9568 UsupLoss: 0.9053 NLLLoss: 0.5552 Acc@1: 84.484%
  24.  
  25. | Validation Epoch #4 Loss: 1.8851 NLLLoss: 1.8851 Acc@1: 50.42%
  26.  
  27. | Best Test Acc: Acc@1: 53.00%
  28. | Epoch [ 5/1000] Iter[450/ 41] Loss: 0.9180 SupLoss: 0.8880 UsupLoss: 0.9791 NLLLoss: 0.4662 Acc@1: 87.844%
  29.  
  30. | Validation Epoch #5 Loss: 1.4355 NLLLoss: 1.4355 Acc@1: 56.08%
  31.  
  32. | Best Test Acc: Epoch #5 Loss: 1.3538 NLLLoss: 1.3538 Acc@1: 58.25%
  33.  
  34. | Best Test Acc: Acc@1: 58.25%
  35. | Epoch [ 6/1000] Iter[450/ 41] Loss: 0.8415 SupLoss: 0.8126 UsupLoss: 1.0145 NLLLoss: 0.4044 Acc@1: 90.027%
  36.  
  37. | Validation Epoch #6 Loss: 1.7454 NLLLoss: 1.7454 Acc@1: 52.14%
  38.  
  39. | Best Test Acc: Acc@1: 58.25%
  40. | Epoch [ 7/1000] Iter[450/ 41] Loss: 0.7782 SupLoss: 0.7482 UsupLoss: 1.0822 NLLLoss: 0.3586 Acc@1: 91.487%
  41.  
  42. | Validation Epoch #7 Loss: 1.7715 NLLLoss: 1.7715 Acc@1: 56.30%
  43.  
  44. | Best Test Acc: Epoch #7 Loss: 1.8019 NLLLoss: 1.8019 Acc@1: 56.19%
  45.  
  46. | Best Test Acc: Acc@1: 56.19%
  47. | Epoch [ 8/1000] Iter[450/ 41] Loss: 0.7470 SupLoss: 0.7179 UsupLoss: 1.0703 NLLLoss: 0.3188 Acc@1: 92.711%
  48.  
  49. | Validation Epoch #8 Loss: 1.4934 NLLLoss: 1.4934 Acc@1: 57.10%
  50.  
  51. | Best Test Acc: Epoch #8 Loss: 1.4424 NLLLoss: 1.4424 Acc@1: 59.07%
  52.  
  53. | Best Test Acc: Acc@1: 59.07%
  54. | Epoch [ 9/1000] Iter[450/ 41] Loss: 0.7423 SupLoss: 0.7153 UsupLoss: 1.0586 NLLLoss: 0.3069 Acc@1: 93.318%
  55.  
  56. | Validation Epoch #9 Loss: 1.3007 NLLLoss: 1.3007 Acc@1: 61.80%
  57.  
  58. | Best Test Acc: Epoch #9 Loss: 1.2659 NLLLoss: 1.2659 Acc@1: 62.31%
  59.  
  60. | Best Test Acc: Acc@1: 62.31%
  61. | Epoch [ 10/1000] Iter[450/ 41] Loss: 0.7015 SupLoss: 0.6741 UsupLoss: 1.0579 NLLLoss: 0.2793 Acc@1: 94.104%
  62.  
  63. | Validation Epoch #10 Loss: 1.2339 NLLLoss: 1.2339 Acc@1: 62.66%
  64.  
  65. | Best Test Acc: Epoch #10 Loss: 1.1967 NLLLoss: 1.1967 Acc@1: 63.97%
  66.  
  67. | Best Test Acc: Acc@1: 63.97%
  68. | Epoch [ 11/1000] Iter[450/ 41] Loss: 0.6225 SupLoss: 0.5935 UsupLoss: 1.1885 NLLLoss: 0.2449 Acc@1: 95.040%
  69.  
  70. | Validation Epoch #11 Loss: 1.3532 NLLLoss: 1.3532 Acc@1: 62.28%
  71.  
  72. | Best Test Acc: Acc@1: 63.97%
  73. | Epoch [ 12/1000] Iter[450/ 41] Loss: 0.6881 SupLoss: 0.6605 UsupLoss: 1.0511 NLLLoss: 0.2661 Acc@1: 94.589%
  74.  
  75. | Validation Epoch #12 Loss: 1.4427 NLLLoss: 1.4427 Acc@1: 59.84%
  76.  
  77. | Best Test Acc: Acc@1: 63.97%
  78. | Epoch [ 13/1000] Iter[450/ 41] Loss: 0.6544 SupLoss: 0.6256 UsupLoss: 1.0985 NLLLoss: 0.2343 Acc@1: 95.558%
  79.  
  80. | Validation Epoch #13 Loss: 1.9380 NLLLoss: 1.9380 Acc@1: 51.34%
  81.  
  82. | Best Test Acc: Acc@1: 63.97%
  83. | Epoch [ 14/1000] Iter[450/ 41] Loss: 0.6675 SupLoss: 0.6402 UsupLoss: 1.0690 NLLLoss: 0.2466 Acc@1: 95.129%
  84.  
  85. | Validation Epoch #14 Loss: 1.2019 NLLLoss: 1.2019 Acc@1: 63.70%
  86.  
  87. | Best Test Acc: Epoch #14 Loss: 1.1747 NLLLoss: 1.1747 Acc@1: 63.94%
  88.  
  89. | Best Test Acc: Acc@1: 63.94%
  90. | Epoch [ 15/1000] Iter[450/ 41] Loss: 0.6270 SupLoss: 0.5992 UsupLoss: 1.1114 NLLLoss: 0.2233 Acc@1: 95.833%
  91.  
  92. | Validation Epoch #15 Loss: 1.4035 NLLLoss: 1.4035 Acc@1: 58.48%
  93.  
  94. | Best Test Acc: Acc@1: 63.94%
  95. | Epoch [ 16/1000] Iter[450/ 41] Loss: 0.6174 SupLoss: 0.5903 UsupLoss: 1.1065 NLLLoss: 0.2154 Acc@1: 96.060%
  96.  
  97. | Validation Epoch #16 Loss: 1.7317 NLLLoss: 1.7317 Acc@1: 53.42%
  98.  
  99. | Best Test Acc: Acc@1: 63.94%
  100. | Epoch [ 17/1000] Iter[450/ 41] Loss: 0.6549 SupLoss: 0.6273 UsupLoss: 1.0553 NLLLoss: 0.2248 Acc@1: 95.991%
  101.  
  102. | Validation Epoch #17 Loss: 1.1706 NLLLoss: 1.1706 Acc@1: 62.18%
  103.  
  104. | Best Test Acc: Acc@1: 63.94%
  105. | Epoch [ 18/1000] Iter[450/ 41] Loss: 0.6070 SupLoss: 0.5798 UsupLoss: 1.0765 NLLLoss: 0.2062 Acc@1: 96.440%
  106.  
  107. | Validation Epoch #18 Loss: 1.1862 NLLLoss: 1.1862 Acc@1: 62.00%
  108.  
  109. | Best Test Acc: Acc@1: 63.94%
  110. | Epoch [ 19/1000] Iter[450/ 41] Loss: 0.6214 SupLoss: 0.5923 UsupLoss: 1.1172 NLLLoss: 0.2097 Acc@1: 96.313%
  111.  
  112. | Validation Epoch #19 Loss: 1.4051 NLLLoss: 1.4051 Acc@1: 58.96%
  113.  
  114. | Best Test Acc: Acc@1: 63.94%
  115. | Epoch [ 20/1000] Iter[450/ 41] Loss: 0.6146 SupLoss: 0.5879 UsupLoss: 1.0066 NLLLoss: 0.2026 Acc@1: 96.487%
  116.  
  117. | Validation Epoch #20 Loss: 1.4434 NLLLoss: 1.4434 Acc@1: 57.84%
  118.  
  119. | Best Test Acc: Acc@1: 63.94%
  120. | Epoch [ 21/1000] Iter[450/ 41] Loss: 0.6194 SupLoss: 0.5928 UsupLoss: 0.9932 NLLLoss: 0.2018 Acc@1: 96.691%
  121.  
  122. | Validation Epoch #21 Loss: 1.3029 NLLLoss: 1.3029 Acc@1: 62.46%
  123.  
  124. | Best Test Acc: Acc@1: 63.94%
  125. | Epoch [ 22/1000] Iter[450/ 41] Loss: 0.5628 SupLoss: 0.5342 UsupLoss: 1.1430 NLLLoss: 0.1879 Acc@1: 96.718%
  126.  
  127. | Validation Epoch #22 Loss: 1.2276 NLLLoss: 1.2276 Acc@1: 63.46%
  128.  
  129. | Best Test Acc: Acc@1: 63.94%
  130. | Epoch [ 23/1000] Iter[450/ 41] Loss: 0.5935 SupLoss: 0.5664 UsupLoss: 1.0535 NLLLoss: 0.1957 Acc@1: 96.780%
  131.  
  132. | Validation Epoch #23 Loss: 1.2494 NLLLoss: 1.2494 Acc@1: 61.84%
  133.  
  134. | Best Test Acc: Acc@1: 63.94%
  135. | Epoch [ 24/1000] Iter[450/ 41] Loss: 0.5725 SupLoss: 0.5438 UsupLoss: 1.1333 NLLLoss: 0.1931 Acc@1: 96.518%
  136.  
  137. | Validation Epoch #24 Loss: 1.1224 NLLLoss: 1.1224 Acc@1: 65.42%
  138.  
  139. | Best Test Acc: Epoch #24 Loss: 1.1438 NLLLoss: 1.1438 Acc@1: 65.15%
  140.  
  141. | Best Test Acc: Acc@1: 65.15%
  142. | Epoch [ 25/1000] Iter[450/ 41] Loss: 0.6189 SupLoss: 0.5915 UsupLoss: 1.0343 NLLLoss: 0.2017 Acc@1: 96.629%
  143.  
  144. | Validation Epoch #25 Loss: 1.1461 NLLLoss: 1.1461 Acc@1: 65.54%
  145.  
  146. | Best Test Acc: Epoch #25 Loss: 1.1897 NLLLoss: 1.1897 Acc@1: 64.63%
  147.  
  148. | Best Test Acc: Acc@1: 64.63%
  149. | Epoch [ 26/1000] Iter[450/ 41] Loss: 0.5502 SupLoss: 0.5221 UsupLoss: 1.0953 NLLLoss: 0.1809 Acc@1: 96.958%
  150.  
  151. | Validation Epoch #26 Loss: 1.3562 NLLLoss: 1.3562 Acc@1: 61.64%
  152.  
  153. | Best Test Acc: Acc@1: 64.63%
  154. | Epoch [ 27/1000] Iter[450/ 41] Loss: 0.6375 SupLoss: 0.6116 UsupLoss: 0.9514 NLLLoss: 0.2093 Acc@1: 96.396%
  155.  
  156. | Validation Epoch #27 Loss: 1.2447 NLLLoss: 1.2447 Acc@1: 62.40%
  157.  
  158. | Best Test Acc: Acc@1: 64.63%
  159. | Epoch [ 28/1000] Iter[450/ 41] Loss: 0.6123 SupLoss: 0.5856 UsupLoss: 0.9841 NLLLoss: 0.1953 Acc@1: 96.842%
  160.  
  161. | Validation Epoch #28 Loss: 1.2130 NLLLoss: 1.2130 Acc@1: 64.90%
  162.  
  163. | Best Test Acc: Acc@1: 64.63%
  164. | Epoch [ 29/1000] Iter[450/ 41] Loss: 0.5823 SupLoss: 0.5538 UsupLoss: 1.0457 NLLLoss: 0.1863 Acc@1: 97.078%
  165.  
  166. | Validation Epoch #29 Loss: 1.2651 NLLLoss: 1.2651 Acc@1: 63.28%
  167.  
  168. | Best Test Acc: Acc@1: 64.63%
  169. | Epoch [ 30/1000] Iter[450/ 41] Loss: 0.5686 SupLoss: 0.5403 UsupLoss: 1.0402 NLLLoss: 0.1792 Acc@1: 97.216%
  170.  
  171. | Validation Epoch #30 Loss: 1.1005 NLLLoss: 1.1005 Acc@1: 65.94%
  172.  
  173. | Best Test Acc: Epoch #30 Loss: 1.1057 NLLLoss: 1.1057 Acc@1: 65.95%
  174.  
  175. | Best Test Acc: Acc@1: 65.95%
  176. | Epoch [ 31/1000] Iter[450/ 41] Loss: 0.5811 SupLoss: 0.5527 UsupLoss: 1.0543 NLLLoss: 0.1871 Acc@1: 96.984%
  177.  
  178. | Validation Epoch #31 Loss: 1.1779 NLLLoss: 1.1779 Acc@1: 66.58%
  179.  
  180. | Best Test Acc: Epoch #31 Loss: 1.1704 NLLLoss: 1.1704 Acc@1: 67.01%
  181.  
  182. | Best Test Acc: Acc@1: 67.01%
  183. | Epoch [ 32/1000] Iter[450/ 41] Loss: 0.5862 SupLoss: 0.5584 UsupLoss: 1.0001 NLLLoss: 0.1846 Acc@1: 97.058%
  184.  
  185. | Validation Epoch #32 Loss: 1.2791 NLLLoss: 1.2791 Acc@1: 63.82%
  186.  
  187. | Best Test Acc: Acc@1: 67.01%
  188. | Epoch [ 33/1000] Iter[450/ 41] Loss: 0.5876 SupLoss: 0.5598 UsupLoss: 0.9945 NLLLoss: 0.1803 Acc@1: 97.251%
  189.  
  190. | Validation Epoch #33 Loss: 1.0726 NLLLoss: 1.0726 Acc@1: 65.12%
  191.  
  192. | Best Test Acc: Acc@1: 67.01%
  193. | Epoch [ 34/1000] Iter[450/ 41] Loss: 0.5470 SupLoss: 0.5180 UsupLoss: 1.0328 NLLLoss: 0.1768 Acc@1: 97.144%
  194.  
  195. | Validation Epoch #34 Loss: 1.1771 NLLLoss: 1.1771 Acc@1: 66.02%
  196.  
  197. | Best Test Acc: Acc@1: 67.01%
  198. | Epoch [ 35/1000] Iter[450/ 41] Loss: 0.5782 SupLoss: 0.5493 UsupLoss: 0.9986 NLLLoss: 0.1761 Acc@1: 97.264%
  199.  
  200. | Validation Epoch #35 Loss: 1.2102 NLLLoss: 1.2102 Acc@1: 63.28%
  201.  
  202. | Best Test Acc: Acc@1: 67.01%
  203. | Epoch [ 36/1000] Iter[450/ 41] Loss: 0.5707 SupLoss: 0.5414 UsupLoss: 1.0347 NLLLoss: 0.1751 Acc@1: 97.436%
  204.  
  205. | Validation Epoch #36 Loss: 1.0822 NLLLoss: 1.0822 Acc@1: 68.18%
  206.  
  207. | Best Test Acc: Epoch #36 Loss: 1.1277 NLLLoss: 1.1277 Acc@1: 67.25%
  208.  
  209. | Best Test Acc: Acc@1: 67.25%
  210. | Epoch [ 37/1000] Iter[450/ 41] Loss: 0.5550 SupLoss: 0.5255 UsupLoss: 1.0277 NLLLoss: 0.1684 Acc@1: 97.551%
  211.  
  212. | Validation Epoch #37 Loss: 1.1240 NLLLoss: 1.1240 Acc@1: 65.06%
  213.  
  214. | Best Test Acc: Acc@1: 67.25%
  215. | Epoch [ 38/1000] Iter[450/ 41] Loss: 0.5479 SupLoss: 0.5194 UsupLoss: 0.9895 NLLLoss: 0.1713 Acc@1: 97.393%
  216.  
  217. | Validation Epoch #38 Loss: 1.2135 NLLLoss: 1.2135 Acc@1: 64.56%
  218.  
  219. | Best Test Acc: Acc@1: 67.25%
  220. | Epoch [ 39/1000] Iter[450/ 41] Loss: 0.5926 SupLoss: 0.5625 UsupLoss: 0.9991 NLLLoss: 0.1850 Acc@1: 97.087%
  221.  
  222. | Validation Epoch #39 Loss: 1.2100 NLLLoss: 1.2100 Acc@1: 63.10%
  223.  
  224. | Best Test Acc: Acc@1: 67.25%
  225. | Epoch [ 40/1000] Iter[450/ 41] Loss: 0.5490 SupLoss: 0.5188 UsupLoss: 1.0276 NLLLoss: 0.1658 Acc@1: 97.704%
  226.  
  227. | Validation Epoch #40 Loss: 1.3060 NLLLoss: 1.3060 Acc@1: 62.96%
  228.  
  229. | Best Test Acc: Acc@1: 67.25%
  230. | Epoch [ 41/1000] Iter[450/ 41] Loss: 0.5780 SupLoss: 0.5483 UsupLoss: 0.9834 NLLLoss: 0.1772 Acc@1: 97.304%
  231.  
  232. | Validation Epoch #41 Loss: 1.2905 NLLLoss: 1.2905 Acc@1: 62.30%
  233.  
  234. | Best Test Acc: Acc@1: 67.25%
  235. | Epoch [ 42/1000] Iter[450/ 41] Loss: 0.5578 SupLoss: 0.5274 UsupLoss: 0.9849 NLLLoss: 0.1721 Acc@1: 97.458%
  236.  
  237. | Validation Epoch #42 Loss: 1.1963 NLLLoss: 1.1963 Acc@1: 63.40%
  238.  
  239. | Best Test Acc: Acc@1: 67.25%
  240. | Epoch [ 43/1000] Iter[450/ 41] Loss: 0.5771 SupLoss: 0.5465 UsupLoss: 0.9565 NLLLoss: 0.1728 Acc@1: 97.556%
  241.  
  242. | Validation Epoch #43 Loss: 1.0391 NLLLoss: 1.0391 Acc@1: 67.74%
  243.  
  244. | Best Test Acc: Acc@1: 67.25%
  245. | Epoch [ 44/1000] Iter[450/ 41] Loss: 0.5598 SupLoss: 0.5289 UsupLoss: 0.9598 NLLLoss: 0.1685 Acc@1: 97.642%
  246.  
  247. | Validation Epoch #44 Loss: 1.3124 NLLLoss: 1.3124 Acc@1: 62.56%
  248.  
  249. | Best Test Acc: Acc@1: 67.25%
  250. | Epoch [ 45/1000] Iter[450/ 41] Loss: 0.5554 SupLoss: 0.5237 UsupLoss: 0.9873 NLLLoss: 0.1658 Acc@1: 97.620%
  251.  
  252. | Validation Epoch #45 Loss: 1.5865 NLLLoss: 1.5865 Acc@1: 56.46%
  253.  
  254. | Best Test Acc: Acc@1: 67.25%
  255. | Epoch [ 46/1000] Iter[450/ 41] Loss: 0.5250 SupLoss: 0.4938 UsupLoss: 0.9763 NLLLoss: 0.1553 Acc@1: 97.936%
  256.  
  257. | Validation Epoch #46 Loss: 1.2890 NLLLoss: 1.2890 Acc@1: 62.02%
  258.  
  259. | Best Test Acc: Acc@1: 67.25%
  260. | Epoch [ 47/1000] Iter[450/ 41] Loss: 0.4967 SupLoss: 0.4638 UsupLoss: 1.0407 NLLLoss: 0.1466 Acc@1: 97.964%
  261.  
  262. | Validation Epoch #47 Loss: 1.3249 NLLLoss: 1.3249 Acc@1: 62.64%
  263.  
  264. | Best Test Acc: Acc@1: 67.25%
  265. | Epoch [ 48/1000] Iter[450/ 41] Loss: 0.5340 SupLoss: 0.5013 UsupLoss: 0.9790 NLLLoss: 0.1647 Acc@1: 97.620%
  266.  
  267. | Validation Epoch #48 Loss: 1.1474 NLLLoss: 1.1474 Acc@1: 67.34%
  268.  
  269. | Best Test Acc: Acc@1: 67.25%
  270. | Epoch [ 49/1000] Iter[450/ 41] Loss: 0.6093 SupLoss: 0.5759 UsupLoss: 0.9269 NLLLoss: 0.1890 Acc@1: 97.176%
  271.  
  272. | Validation Epoch #49 Loss: 1.1682 NLLLoss: 1.1682 Acc@1: 66.44%
  273.  
  274. | Best Test Acc: Acc@1: 67.25%
  275. | Epoch [ 50/1000] Iter[450/ 41] Loss: 0.5195 SupLoss: 0.4866 UsupLoss: 0.9643 NLLLoss: 0.1519 Acc@1: 97.918%
  276.  
  277. | Validation Epoch #50 Loss: 1.7068 NLLLoss: 1.7068 Acc@1: 50.80%
  278.  
  279. | Best Test Acc: Acc@1: 67.25%
  280. | Epoch [ 51/1000] Iter[450/ 41] Loss: 0.5648 SupLoss: 0.5312 UsupLoss: 0.9639 NLLLoss: 0.1658 Acc@1: 97.813%
  281.  
  282. | Validation Epoch #51 Loss: 1.0966 NLLLoss: 1.0966 Acc@1: 66.56%
  283.  
  284. | Best Test Acc: Acc@1: 67.25%
  285. | Epoch [ 52/1000] Iter[450/ 41] Loss: 0.5858 SupLoss: 0.5547 UsupLoss: 0.8663 NLLLoss: 0.1630 Acc@1: 98.071%
  286.  
  287. | Validation Epoch #52 Loss: 1.1537 NLLLoss: 1.1537 Acc@1: 64.60%
  288.  
  289. | Best Test Acc: Acc@1: 67.25%
  290. | Epoch [ 53/1000] Iter[450/ 41] Loss: 0.5784 SupLoss: 0.5461 UsupLoss: 0.9018 NLLLoss: 0.1694 Acc@1: 97.842%
  291.  
  292. | Validation Epoch #53 Loss: 1.0667 NLLLoss: 1.0667 Acc@1: 67.14%
  293.  
  294. | Best Test Acc: Acc@1: 67.25%
  295. | Epoch [ 54/1000] Iter[450/ 41] Loss: 0.5325 SupLoss: 0.4982 UsupLoss: 0.9595 NLLLoss: 0.1598 Acc@1: 97.804%
  296.  
  297. | Validation Epoch #54 Loss: 1.3488 NLLLoss: 1.3488 Acc@1: 60.74%
  298.  
  299. | Best Test Acc: Acc@1: 67.25%
  300. | Epoch [ 55/1000] Iter[450/ 41] Loss: 0.5384 SupLoss: 0.5047 UsupLoss: 0.9325 NLLLoss: 0.1589 Acc@1: 97.856%
  301.  
  302. | Validation Epoch #55 Loss: 1.1182 NLLLoss: 1.1182 Acc@1: 65.44%
  303.  
  304. | Best Test Acc: Acc@1: 67.25%
  305. | Epoch [ 56/1000] Iter[450/ 41] Loss: 0.5576 SupLoss: 0.5238 UsupLoss: 0.9037 NLLLoss: 0.1620 Acc@1: 97.824%
  306.  
  307. | Validation Epoch #56 Loss: 1.1823 NLLLoss: 1.1823 Acc@1: 64.14%
  308.  
  309. | Best Test Acc: Acc@1: 67.25%
  310. | Epoch [ 57/1000] Iter[450/ 41] Loss: 0.5547 SupLoss: 0.5196 UsupLoss: 0.9090 NLLLoss: 0.1602 Acc@1: 97.824%
  311.  
  312. | Validation Epoch #57 Loss: 1.1123 NLLLoss: 1.1123 Acc@1: 66.56%
  313.  
  314. | Best Test Acc: Acc@1: 67.25%
  315. | Epoch [ 58/1000] Iter[450/ 41] Loss: 0.5339 SupLoss: 0.4995 UsupLoss: 0.9168 NLLLoss: 0.1548 Acc@1: 98.029%
  316.  
  317. | Validation Epoch #58 Loss: 1.0644 NLLLoss: 1.0644 Acc@1: 67.18%
  318.  
  319. | Best Test Acc: Acc@1: 67.25%
  320. | Epoch [ 59/1000] Iter[450/ 41] Loss: 0.5534 SupLoss: 0.5182 UsupLoss: 0.9208 NLLLoss: 0.1657 Acc@1: 97.700%
  321.  
  322. | Validation Epoch #59 Loss: 1.1526 NLLLoss: 1.1526 Acc@1: 65.86%
  323.  
  324. | Best Test Acc: Acc@1: 67.25%
  325. | Epoch [ 60/1000] Iter[450/ 41] Loss: 0.5744 SupLoss: 0.5389 UsupLoss: 0.8902 NLLLoss: 0.1694 Acc@1: 97.749%
  326.  
  327. | Validation Epoch #60 Loss: 1.1809 NLLLoss: 1.1809 Acc@1: 63.88%
  328.  
  329. | Best Test Acc: Acc@1: 67.25%
  330. | Epoch [ 61/1000] Iter[450/ 41] Loss: 0.5500 SupLoss: 0.5155 UsupLoss: 0.8650 NLLLoss: 0.1515 Acc@1: 98.178%
  331.  
  332. | Validation Epoch #61 Loss: 1.1650 NLLLoss: 1.1650 Acc@1: 64.14%
  333.  
  334. | Best Test Acc: Acc@1: 67.25%
  335. | Epoch [ 62/1000] Iter[450/ 41] Loss: 0.5411 SupLoss: 0.5036 UsupLoss: 0.9232 NLLLoss: 0.1571 Acc@1: 98.056%
  336.  
  337. | Validation Epoch #62 Loss: 1.1450 NLLLoss: 1.1450 Acc@1: 65.00%
  338.  
  339. | Best Test Acc: Acc@1: 67.25%
  340. | Epoch [ 63/1000] Iter[450/ 41] Loss: 0.5353 SupLoss: 0.4982 UsupLoss: 0.9160 NLLLoss: 0.1527 Acc@1: 98.047%
  341.  
  342. | Validation Epoch #63 Loss: 1.2692 NLLLoss: 1.2692 Acc@1: 61.96%
  343.  
  344. | Best Test Acc: Acc@1: 67.25%
  345. | Epoch [ 64/1000] Iter[450/ 41] Loss: 0.5397 SupLoss: 0.5036 UsupLoss: 0.8633 NLLLoss: 0.1492 Acc@1: 98.158%
  346.  
  347. | Validation Epoch #64 Loss: 1.0899 NLLLoss: 1.0899 Acc@1: 66.14%
  348.  
  349. | Best Test Acc: Acc@1: 67.25%
  350. | Epoch [ 65/1000] Iter[450/ 41] Loss: 0.5451 SupLoss: 0.5076 UsupLoss: 0.8819 NLLLoss: 0.1561 Acc@1: 98.069%
  351.  
  352. | Validation Epoch #65 Loss: 1.3793 NLLLoss: 1.3793 Acc@1: 58.78%
  353.  
  354. | Best Test Acc: Acc@1: 67.25%
  355. | Epoch [ 66/1000] Iter[450/ 41] Loss: 0.5703 SupLoss: 0.5349 UsupLoss: 0.8155 NLLLoss: 0.1594 Acc@1: 97.991%
  356.  
  357. | Validation Epoch #66 Loss: 1.0842 NLLLoss: 1.0842 Acc@1: 65.90%
  358.  
  359. | Best Test Acc: Acc@1: 67.25%
  360. | Epoch [ 67/1000] Iter[450/ 41] Loss: 0.5016 SupLoss: 0.4619 UsupLoss: 0.9258 NLLLoss: 0.1410 Acc@1: 98.200%
  361.  
  362. | Validation Epoch #67 Loss: 1.2087 NLLLoss: 1.2087 Acc@1: 64.62%
  363.  
  364. | Best Test Acc: Acc@1: 67.25%
  365. | Epoch [ 68/1000] Iter[450/ 41] Loss: 0.5419 SupLoss: 0.5042 UsupLoss: 0.8237 NLLLoss: 0.1504 Acc@1: 97.893%
  366.  
  367. | Validation Epoch #68 Loss: 1.2189 NLLLoss: 1.2189 Acc@1: 64.92%
  368.  
  369. | Best Test Acc: Acc@1: 67.25%
  370. | Epoch [ 69/1000] Iter[450/ 41] Loss: 0.5243 SupLoss: 0.4880 UsupLoss: 0.7659 NLLLoss: 0.1393 Acc@1: 98.047%
  371.  
  372. | Validation Epoch #69 Loss: 1.4654 NLLLoss: 1.4654 Acc@1: 61.52%
  373.  
  374. | Best Test Acc: Acc@1: 67.25%
  375. | Epoch [ 70/1000] Iter[450/ 41] Loss: 0.5133 SupLoss: 0.4740 UsupLoss: 0.8243 NLLLoss: 0.1382 Acc@1: 98.049%
  376.  
  377. | Validation Epoch #70 Loss: 1.1634 NLLLoss: 1.1634 Acc@1: 66.02%
  378.  
  379. | Best Test Acc: Acc@1: 67.25%
  380. | Epoch [ 71/1000] Iter[450/ 41] Loss: 0.5250 SupLoss: 0.4838 UsupLoss: 0.8553 NLLLoss: 0.1416 Acc@1: 97.784%
  381.  
  382. | Validation Epoch #71 Loss: 1.2238 NLLLoss: 1.2238 Acc@1: 66.16%
  383.  
  384. | Best Test Acc: Acc@1: 67.25%
  385. | Epoch [ 72/1000] Iter[450/ 41] Loss: 0.5505 SupLoss: 0.5124 UsupLoss: 0.7668 NLLLoss: 0.1415 Acc@1: 97.922%
  386.  
  387. | Validation Epoch #72 Loss: 1.3952 NLLLoss: 1.3952 Acc@1: 64.08%
  388.  
  389. | Best Test Acc: Acc@1: 67.25%
  390. | Epoch [ 73/1000] Iter[450/ 41] Loss: 0.5439 SupLoss: 0.5024 UsupLoss: 0.8151 NLLLoss: 0.1559 Acc@1: 97.389%
  391.  
  392. | Validation Epoch #73 Loss: 1.3262 NLLLoss: 1.3262 Acc@1: 64.20%
  393.  
  394. | Best Test Acc: Acc@1: 67.25%
  395. | Epoch [ 74/1000] Iter[450/ 41] Loss: 0.5373 SupLoss: 0.4947 UsupLoss: 0.8376 NLLLoss: 0.1436 Acc@1: 97.756%
  396.  
  397. | Validation Epoch #74 Loss: 1.3551 NLLLoss: 1.3551 Acc@1: 62.94%
  398.  
  399. | Best Test Acc: Acc@1: 67.25%
  400. | Epoch [ 75/1000] Iter[450/ 41] Loss: 0.5190 SupLoss: 0.4748 UsupLoss: 0.8819 NLLLoss: 0.1376 Acc@1: 97.738%
  401.  
  402. | Validation Epoch #75 Loss: 1.1443 NLLLoss: 1.1443 Acc@1: 67.94%
  403.  
  404. | Best Test Acc: Acc@1: 67.25%
  405. | Epoch [ 76/1000] Iter[450/ 41] Loss: 0.5192 SupLoss: 0.4657 UsupLoss: 1.1241 NLLLoss: 0.1241 Acc@1: 98.169%
  406.  
  407. | Validation Epoch #76 Loss: 0.9603 NLLLoss: 0.9603 Acc@1: 69.68%
  408.  
  409. | Best Test Acc: Epoch #76 Loss: 0.9627 NLLLoss: 0.9627 Acc@1: 69.65%
  410.  
  411. | Best Test Acc: Acc@1: 69.65%
  412. | Epoch [ 77/1000] Iter[450/ 41] Loss: 0.5658 SupLoss: 0.5027 UsupLoss: 1.3518 NLLLoss: 0.1223 Acc@1: 98.207%
  413.  
  414. | Validation Epoch #77 Loss: 1.2402 NLLLoss: 1.2402 Acc@1: 62.56%
  415.  
  416. | Best Test Acc: Acc@1: 69.65%
  417. | Epoch [ 78/1000] Iter[450/ 41] Loss: 0.6053 SupLoss: 0.5456 UsupLoss: 1.2223 NLLLoss: 0.1315 Acc@1: 98.027%
  418.  
  419. | Validation Epoch #78 Loss: 1.2421 NLLLoss: 1.2421 Acc@1: 63.86%
  420.  
  421. | Best Test Acc: Acc@1: 69.65%
  422. | Epoch [ 79/1000] Iter[450/ 41] Loss: 0.6011 SupLoss: 0.5380 UsupLoss: 1.2837 NLLLoss: 0.1266 Acc@1: 98.013%
  423.  
  424. | Validation Epoch #79 Loss: 1.4016 NLLLoss: 1.4016 Acc@1: 61.66%
  425.  
  426. | Best Test Acc: Acc@1: 69.65%
  427. | Epoch [ 80/1000] Iter[450/ 41] Loss: 0.5606 SupLoss: 0.4950 UsupLoss: 1.3251 NLLLoss: 0.1255 Acc@1: 97.956%
  428.  
  429. | Validation Epoch #80 Loss: 1.1581 NLLLoss: 1.1581 Acc@1: 65.18%
  430.  
  431. | Best Test Acc: Acc@1: 69.65%
  432. | Epoch [ 81/1000] Iter[450/ 41] Loss: 0.5569 SupLoss: 0.4908 UsupLoss: 1.2994 NLLLoss: 0.1237 Acc@1: 98.029%
  433.  
  434. | Validation Epoch #81 Loss: 1.2469 NLLLoss: 1.2469 Acc@1: 64.96%
  435.  
  436. | Best Test Acc: Acc@1: 69.65%
  437. | Epoch [ 82/1000] Iter[450/ 41] Loss: 0.5886 SupLoss: 0.5214 UsupLoss: 1.2948 NLLLoss: 0.1281 Acc@1: 97.762%
  438.  
  439. | Validation Epoch #82 Loss: 1.2700 NLLLoss: 1.2700 Acc@1: 65.54%
  440.  
  441. | Best Test Acc: Acc@1: 69.65%
  442. | Epoch [ 83/1000] Iter[450/ 41] Loss: 0.5727 SupLoss: 0.5029 UsupLoss: 1.3473 NLLLoss: 0.1269 Acc@1: 97.802%
  443.  
  444. | Validation Epoch #83 Loss: 1.2645 NLLLoss: 1.2645 Acc@1: 65.22%
  445.  
  446. | Best Test Acc: Acc@1: 69.65%
  447. | Epoch [ 84/1000] Iter[450/ 41] Loss: 0.6033 SupLoss: 0.5360 UsupLoss: 1.2462 NLLLoss: 0.1297 Acc@1: 98.027%
  448.  
  449. | Validation Epoch #84 Loss: 1.2189 NLLLoss: 1.2189 Acc@1: 66.40%
  450.  
  451. | Best Test Acc: Acc@1: 69.65%
  452. | Epoch [ 85/1000] Iter[450/ 41] Loss: 0.5844 SupLoss: 0.5117 UsupLoss: 1.3130 NLLLoss: 0.1274 Acc@1: 97.833%
  453.  
  454. | Validation Epoch #85 Loss: 1.6186 NLLLoss: 1.6186 Acc@1: 58.70%
  455.  
  456. | Best Test Acc: Acc@1: 69.65%
  457. | Epoch [ 86/1000] Iter[450/ 41] Loss: 0.6174 SupLoss: 0.5429 UsupLoss: 1.3399 NLLLoss: 0.1301 Acc@1: 97.611%
  458.  
  459. | Validation Epoch #86 Loss: 1.1420 NLLLoss: 1.1420 Acc@1: 65.20%
  460.  
  461. | Best Test Acc: Acc@1: 69.65%
  462. | Epoch [ 87/1000] Iter[450/ 41] Loss: 0.6709 SupLoss: 0.5904 UsupLoss: 1.4410 NLLLoss: 0.1347 Acc@1: 97.418%
  463.  
  464. | Validation Epoch #87 Loss: 1.4081 NLLLoss: 1.4081 Acc@1: 58.90%
  465.  
  466. | Best Test Acc: Acc@1: 69.65%
  467. | Epoch [ 88/1000] Iter[450/ 41] Loss: 0.5714 SupLoss: 0.4911 UsupLoss: 1.4010 NLLLoss: 0.1189 Acc@1: 97.873%
  468.  
  469. | Validation Epoch #88 Loss: 1.2228 NLLLoss: 1.2228 Acc@1: 67.98%
  470.  
  471. | Best Test Acc: Acc@1: 69.65%
  472. | Epoch [ 89/1000] Iter[450/ 41] Loss: 0.7088 SupLoss: 0.6223 UsupLoss: 1.4851 NLLLoss: 0.1512 Acc@1: 96.887%
  473.  
  474. | Validation Epoch #89 Loss: 1.3554 NLLLoss: 1.3554 Acc@1: 61.74%
  475.  
  476. | Best Test Acc: Acc@1: 69.65%
  477. | Epoch [ 90/1000] Iter[450/ 41] Loss: 0.6688 SupLoss: 0.5823 UsupLoss: 1.4537 NLLLoss: 0.1447 Acc@1: 97.147%
  478.  
  479. | Validation Epoch #90 Loss: 1.2398 NLLLoss: 1.2398 Acc@1: 66.04%
  480.  
  481. | Best Test Acc: Acc@1: 69.65%
  482. | Epoch [ 91/1000] Iter[450/ 41] Loss: 0.6706 SupLoss: 0.5835 UsupLoss: 1.4482 NLLLoss: 0.1365 Acc@1: 97.147%
  483.  
  484. | Validation Epoch #91 Loss: 1.4139 NLLLoss: 1.4139 Acc@1: 62.94%
  485.  
  486. | Best Test Acc: Acc@1: 69.65%
  487. | Epoch [ 92/1000] Iter[450/ 41] Loss: 0.6860 SupLoss: 0.5928 UsupLoss: 1.5032 NLLLoss: 0.1492 Acc@1: 96.587%
  488.  
  489. | Validation Epoch #92 Loss: 1.4638 NLLLoss: 1.4638 Acc@1: 60.74%
  490.  
  491. | Best Test Acc: Acc@1: 69.65%
  492. | Epoch [ 93/1000] Iter[450/ 41] Loss: 0.7111 SupLoss: 0.6293 UsupLoss: 1.2997 NLLLoss: 0.1713 Acc@1: 96.696%
  493.  
  494. | Validation Epoch #93 Loss: 1.6934 NLLLoss: 1.6934 Acc@1: 58.54%
  495.  
  496. | Best Test Acc: Acc@1: 69.65%
  497. | Epoch [ 94/1000] Iter[450/ 41] Loss: 0.6773 SupLoss: 0.5850 UsupLoss: 1.4497 NLLLoss: 0.1473 Acc@1: 96.656%
  498.  
  499. | Validation Epoch #94 Loss: 1.5561 NLLLoss: 1.5561 Acc@1: 60.54%
  500.  
  501. | Best Test Acc: Acc@1: 69.65%
  502. | Epoch [ 95/1000] Iter[450/ 41] Loss: 0.7077 SupLoss: 0.6119 UsupLoss: 1.5005 NLLLoss: 0.1496 Acc@1: 96.536%
  503.  
  504. | Validation Epoch #95 Loss: 1.6358 NLLLoss: 1.6358 Acc@1: 61.92%
  505.  
  506. | Best Test Acc: Acc@1: 69.65%
  507. | Epoch [ 96/1000] Iter[450/ 41] Loss: 0.8115 SupLoss: 0.7043 UsupLoss: 1.6082 NLLLoss: 0.2128 Acc@1: 94.602%
  508.  
  509. | Validation Epoch #96 Loss: 1.5582 NLLLoss: 1.5582 Acc@1: 63.86%
  510.  
  511. | Best Test Acc: Acc@1: 69.65%
  512. | Epoch [ 97/1000] Iter[450/ 41] Loss: 0.8589 SupLoss: 0.7536 UsupLoss: 1.5406 NLLLoss: 0.2472 Acc@1: 94.656%
  513.  
  514. | Validation Epoch #97 Loss: 1.4470 NLLLoss: 1.4470 Acc@1: 63.28%
  515.  
  516. | Best Test Acc: Acc@1: 69.65%
  517. | Epoch [ 98/1000] Iter[450/ 41] Loss: 0.7119 SupLoss: 0.6045 UsupLoss: 1.5792 NLLLoss: 0.1495 Acc@1: 96.440%
  518.  
  519. | Validation Epoch #98 Loss: 1.0495 NLLLoss: 1.0495 Acc@1: 67.52%
  520.  
  521. | Best Test Acc: Acc@1: 69.65%
  522. | Epoch [ 99/1000] Iter[450/ 41] Loss: 0.6672 SupLoss: 0.5664 UsupLoss: 1.4466 NLLLoss: 0.1483 Acc@1: 96.631%
  523.  
  524. | Validation Epoch #99 Loss: 1.3689 NLLLoss: 1.3689 Acc@1: 66.02%
  525.  
  526. | Best Test Acc: Acc@1: 69.65%
  527. | Epoch [100/1000] Iter[450/ 41] Loss: 0.7216 SupLoss: 0.6225 UsupLoss: 1.3883 NLLLoss: 0.1570 Acc@1: 96.080%
  528.  
  529. | Validation Epoch #100 Loss: 1.2985 NLLLoss: 1.2985 Acc@1: 64.36%
  530.  
  531. | Best Test Acc: Acc@1: 69.65%
  532. | Epoch [101/1000] Iter[450/ 41] Loss: 0.6673 SupLoss: 0.5801 UsupLoss: 1.1985 NLLLoss: 0.1906 Acc@1: 96.147%
  533.  
  534. | Validation Epoch #101 Loss: 1.5866 NLLLoss: 1.5866 Acc@1: 61.50%
  535.  
  536. | Best Test Acc: Acc@1: 69.65%
  537. | Epoch [102/1000] Iter[450/ 41] Loss: 0.6372 SupLoss: 0.5470 UsupLoss: 1.2350 NLLLoss: 0.1332 Acc@1: 97.180%
  538.  
  539. | Validation Epoch #102 Loss: 1.4975 NLLLoss: 1.4975 Acc@1: 59.88%
  540.  
  541. | Best Test Acc: Acc@1: 69.65%
  542. | Epoch [103/1000] Iter[450/ 41] Loss: 0.6595 SupLoss: 0.5696 UsupLoss: 1.2053 NLLLoss: 0.1472 Acc@1: 96.884%
  543.  
  544. | Validation Epoch #103 Loss: 1.3129 NLLLoss: 1.3129 Acc@1: 62.42%
  545.  
  546. | Best Test Acc: Acc@1: 69.65%
  547. | Epoch [104/1000] Iter[450/ 41] Loss: 0.7362 SupLoss: 0.6356 UsupLoss: 1.3101 NLLLoss: 0.1690 Acc@1: 96.269%
  548.  
  549. | Validation Epoch #104 Loss: 1.2855 NLLLoss: 1.2855 Acc@1: 66.44%
  550.  
  551. | Best Test Acc: Acc@1: 69.65%
  552. | Epoch [105/1000] Iter[450/ 41] Loss: 0.9089 SupLoss: 0.8069 UsupLoss: 1.3183 NLLLoss: 0.2436 Acc@1: 94.711%
  553.  
  554. | Validation Epoch #105 Loss: 1.3898 NLLLoss: 1.3898 Acc@1: 59.92%
  555.  
  556. | Best Test Acc: Acc@1: 69.65%
  557. | Epoch [106/1000] Iter[450/ 41] Loss: 0.7040 SupLoss: 0.6140 UsupLoss: 1.1058 NLLLoss: 0.2365 Acc@1: 95.364%
  558.  
  559. | Validation Epoch #106 Loss: 0.9909 NLLLoss: 0.9909 Acc@1: 70.24%
  560.  
  561. | Best Test Acc: Epoch #106 Loss: 1.0129 NLLLoss: 1.0129 Acc@1: 70.10%
  562.  
  563. | Best Test Acc: Acc@1: 70.10%
  564. | Epoch [107/1000] Iter[450/ 41] Loss: 0.5505 SupLoss: 0.4663 UsupLoss: 1.0581 NLLLoss: 0.1111 Acc@1: 98.438%
  565.  
  566. | Validation Epoch #107 Loss: 1.1586 NLLLoss: 1.1586 Acc@1: 68.14%
  567.  
  568. | Best Test Acc: Acc@1: 70.10%
  569. | Epoch [108/1000] Iter[450/ 41] Loss: 0.6491 SupLoss: 0.5507 UsupLoss: 1.2234 NLLLoss: 0.1323 Acc@1: 97.444%
  570.  
  571. | Validation Epoch #108 Loss: 1.5370 NLLLoss: 1.5370 Acc@1: 60.56%
  572.  
  573. | Best Test Acc: Acc@1: 70.10%
  574. | Epoch [109/1000] Iter[450/ 41] Loss: 0.8656 SupLoss: 0.7526 UsupLoss: 1.3623 NLLLoss: 0.2012 Acc@1: 94.980%
  575.  
  576. | Validation Epoch #109 Loss: 1.2419 NLLLoss: 1.2419 Acc@1: 64.12%
  577.  
  578. | Best Test Acc: Acc@1: 70.10%
  579. | Epoch [110/1000] Iter[450/ 41] Loss: 0.5545 SupLoss: 0.4605 UsupLoss: 1.1228 NLLLoss: 0.1238 Acc@1: 98.011%
  580.  
  581. | Validation Epoch #110 Loss: 1.5369 NLLLoss: 1.5369 Acc@1: 57.48%
  582.  
  583. | Best Test Acc: Acc@1: 70.10%
  584. | Epoch [111/1000] Iter[450/ 41] Loss: 0.8040 SupLoss: 0.6930 UsupLoss: 1.3147 NLLLoss: 0.1750 Acc@1: 95.900%
  585.  
  586. | Validation Epoch #111 Loss: 1.4165 NLLLoss: 1.4165 Acc@1: 61.60%
  587.  
  588. | Best Test Acc: Acc@1: 70.10%
  589. | Epoch [112/1000] Iter[450/ 41] Loss: 1.0700 SupLoss: 0.9380 UsupLoss: 1.5133 NLLLoss: 0.3085 Acc@1: 92.009%
  590.  
  591. | Validation Epoch #112 Loss: 1.5251 NLLLoss: 1.5251 Acc@1: 60.68%
  592.  
  593. | Best Test Acc: Acc@1: 70.10%
  594. | Epoch [113/1000] Iter[450/ 41] Loss: 1.7006 SupLoss: 1.5311 UsupLoss: 1.8924 NLLLoss: 0.7642 Acc@1: 86.884%
  595.  
  596. | Validation Epoch #113 Loss: 0.9972 NLLLoss: 0.9972 Acc@1: 67.98%
  597.  
  598. | Best Test Acc: Acc@1: 70.10%
  599. | Epoch [114/1000] Iter[450/ 41] Loss: 0.6000 SupLoss: 0.4885 UsupLoss: 1.2436 NLLLoss: 0.1364 Acc@1: 97.622%
  600.  
  601. | Validation Epoch #114 Loss: 1.3932 NLLLoss: 1.3932 Acc@1: 66.28%
  602.  
  603. | Best Test Acc: Acc@1: 70.10%
  604. | Epoch [115/1000] Iter[450/ 41] Loss: 0.6476 SupLoss: 0.5299 UsupLoss: 1.3214 NLLLoss: 0.1167 Acc@1: 97.698%
  605.  
  606. | Validation Epoch #115 Loss: 1.8418 NLLLoss: 1.8418 Acc@1: 57.72%
  607.  
  608. | Best Test Acc: Acc@1: 70.10%
  609. | Epoch [116/1000] Iter[450/ 41] Loss: 0.7146 SupLoss: 0.5918 UsupLoss: 1.3390 NLLLoss: 0.1492 Acc@1: 96.578%
  610.  
  611. | Validation Epoch #116 Loss: 1.5631 NLLLoss: 1.5631 Acc@1: 60.50%
  612.  
  613. | Best Test Acc: Acc@1: 70.10%
  614. | Epoch [117/1000] Iter[450/ 41] Loss: 0.8380 SupLoss: 0.7019 UsupLoss: 1.4397 NLLLoss: 0.1890 Acc@1: 95.204%
  615.  
  616. | Validation Epoch #117 Loss: 1.5085 NLLLoss: 1.5085 Acc@1: 59.12%
  617.  
  618. | Best Test Acc: Acc@1: 70.10%
  619. | Epoch [118/1000] Iter[450/ 41] Loss: 0.6739 SupLoss: 0.5449 UsupLoss: 1.3583 NLLLoss: 0.1316 Acc@1: 97.091%
  620.  
  621. | Validation Epoch #118 Loss: 1.5235 NLLLoss: 1.5235 Acc@1: 62.58%
  622.  
  623. | Best Test Acc: Acc@1: 70.10%
  624. | Epoch [119/1000] Iter[450/ 41] Loss: 0.8315 SupLoss: 0.6906 UsupLoss: 1.4610 NLLLoss: 0.1898 Acc@1: 95.433%
  625.  
  626. | Validation Epoch #119 Loss: 1.3180 NLLLoss: 1.3180 Acc@1: 66.02%
  627.  
  628. | Best Test Acc: Acc@1: 70.10%
  629. | Epoch [120/1000] Iter[450/ 41] Loss: 1.0379 SupLoss: 0.8764 UsupLoss: 1.6659 NLLLoss: 0.2707 Acc@1: 93.029%
  630.  
  631. | Validation Epoch #120 Loss: 2.7079 NLLLoss: 2.7079 Acc@1: 44.88%
  632.  
  633. | Best Test Acc: Acc@1: 70.10%
  634. | Epoch [121/1000] Iter[450/ 41] Loss: 0.7444 SupLoss: 0.6446 UsupLoss: 0.9566 NLLLoss: 0.2607 Acc@1: 95.922%
  635.  
  636. | Validation Epoch #121 Loss: 1.4089 NLLLoss: 1.4089 Acc@1: 64.50%
  637.  
  638. | Best Test Acc: Acc@1: 70.10%
  639. | Epoch [122/1000] Iter[450/ 41] Loss: 0.5546 SupLoss: 0.4481 UsupLoss: 1.0550 NLLLoss: 0.1006 Acc@1: 98.529%
  640.  
  641. | Validation Epoch #122 Loss: 1.1238 NLLLoss: 1.1238 Acc@1: 68.30%
  642.  
  643. | Best Test Acc: Acc@1: 70.10%
  644. | Epoch [123/1000] Iter[450/ 41] Loss: 0.5952 SupLoss: 0.4737 UsupLoss: 1.2083 NLLLoss: 0.1086 Acc@1: 98.207%
  645.  
  646. | Validation Epoch #123 Loss: 1.2769 NLLLoss: 1.2769 Acc@1: 61.72%
  647.  
  648. | Best Test Acc: Acc@1: 70.10%
  649. | Epoch [124/1000] Iter[450/ 41] Loss: 0.6111 SupLoss: 0.5007 UsupLoss: 1.0635 NLLLoss: 0.1204 Acc@1: 97.916%
  650.  
  651. | Validation Epoch #124 Loss: 1.1389 NLLLoss: 1.1389 Acc@1: 67.76%
  652.  
  653. | Best Test Acc: Acc@1: 70.10%
  654. | Epoch [125/1000] Iter[450/ 41] Loss: 0.6396 SupLoss: 0.5236 UsupLoss: 1.1048 NLLLoss: 0.1202 Acc@1: 97.991%
  655.  
  656. | Validation Epoch #125 Loss: 1.1795 NLLLoss: 1.1795 Acc@1: 64.28%
  657.  
  658. | Best Test Acc: Acc@1: 70.10%
  659. | Epoch [126/1000] Iter[450/ 41] Loss: 0.6861 SupLoss: 0.5623 UsupLoss: 1.1627 NLLLoss: 0.1289 Acc@1: 97.587%
  660.  
  661. | Validation Epoch #126 Loss: 1.3395 NLLLoss: 1.3395 Acc@1: 64.94%
  662.  
  663. | Best Test Acc: Acc@1: 70.10%
  664. | Epoch [127/1000] Iter[450/ 41] Loss: 0.7077 SupLoss: 0.5732 UsupLoss: 1.2477 NLLLoss: 0.1307 Acc@1: 97.367%
  665.  
  666. | Validation Epoch #127 Loss: 1.1974 NLLLoss: 1.1974 Acc@1: 64.90%
  667.  
  668. | Best Test Acc: Acc@1: 70.10%
  669. | Epoch [128/1000] Iter[450/ 41] Loss: 0.7055 SupLoss: 0.5675 UsupLoss: 1.2603 NLLLoss: 0.1322 Acc@1: 97.120%
  670.  
  671. | Validation Epoch #128 Loss: 1.4682 NLLLoss: 1.4682 Acc@1: 61.44%
  672.  
  673. | Best Test Acc: Acc@1: 70.10%
  674. | Epoch [129/1000] Iter[450/ 41] Loss: 0.7877 SupLoss: 0.6559 UsupLoss: 1.1743 NLLLoss: 0.1515 Acc@1: 96.616%
  675.  
  676. | Validation Epoch #129 Loss: 1.4487 NLLLoss: 1.4487 Acc@1: 60.62%
  677.  
  678. | Best Test Acc: Acc@1: 70.10%
  679. | Epoch [130/1000] Iter[450/ 41] Loss: 0.6958 SupLoss: 0.5691 UsupLoss: 1.1021 NLLLoss: 0.1499 Acc@1: 96.862%
  680.  
  681. | Validation Epoch #130 Loss: 1.2872 NLLLoss: 1.2872 Acc@1: 63.42%
  682.  
  683. | Best Test Acc: Acc@1: 70.10%
  684. | Epoch [131/1000] Iter[450/ 41] Loss: 0.7154 SupLoss: 0.5853 UsupLoss: 1.1274 NLLLoss: 0.1212 Acc@1: 97.864%
  685.  
  686. | Validation Epoch #131 Loss: 1.1895 NLLLoss: 1.1895 Acc@1: 65.88%
  687.  
  688. | Best Test Acc: Acc@1: 70.10%
  689. | Epoch [132/1000] Iter[450/ 41] Loss: 0.8054 SupLoss: 0.6593 UsupLoss: 1.2452 NLLLoss: 0.1712 Acc@1: 96.102%
  690.  
  691. | Validation Epoch #132 Loss: 1.0365 NLLLoss: 1.0365 Acc@1: 67.96%
  692.  
  693. | Best Test Acc: Acc@1: 70.10%
  694. | Epoch [133/1000] Iter[450/ 41] Loss: 0.8100 SupLoss: 0.6754 UsupLoss: 1.1117 NLLLoss: 0.2011 Acc@1: 95.742%
  695.  
  696. | Validation Epoch #133 Loss: 1.0069 NLLLoss: 1.0069 Acc@1: 69.48%
  697.  
  698. | Best Test Acc: Acc@1: 70.10%
  699. | Epoch [134/1000] Iter[450/ 41] Loss: 0.5305 SupLoss: 0.4321 UsupLoss: 0.8057 NLLLoss: 0.1178 Acc@1: 98.909%
  700.  
  701. | Validation Epoch #134 Loss: 1.0377 NLLLoss: 1.0377 Acc@1: 67.74%
  702.  
  703. | Best Test Acc: Acc@1: 70.10%
  704. | Epoch [135/1000] Iter[450/ 41] Loss: 0.6842 SupLoss: 0.5641 UsupLoss: 0.9764 NLLLoss: 0.1212 Acc@1: 98.064%
  705.  
  706. | Validation Epoch #135 Loss: 1.1824 NLLLoss: 1.1824 Acc@1: 67.16%
  707.  
  708. | Best Test Acc: Acc@1: 70.10%
  709. | Epoch [136/1000] Iter[450/ 41] Loss: 0.8222 SupLoss: 0.6837 UsupLoss: 1.0879 NLLLoss: 0.1873 Acc@1: 95.656%
  710.  
  711. | Validation Epoch #136 Loss: 1.2252 NLLLoss: 1.2252 Acc@1: 65.98%
  712.  
  713. | Best Test Acc: Acc@1: 70.10%
  714. | Epoch [137/1000] Iter[450/ 41] Loss: 0.6906 SupLoss: 0.5748 UsupLoss: 0.9000 NLLLoss: 0.1930 Acc@1: 97.118%
  715.  
  716. | Validation Epoch #137 Loss: 1.2947 NLLLoss: 1.2947 Acc@1: 64.96%
  717.  
  718. | Best Test Acc: Acc@1: 70.10%
  719. | Epoch [138/1000] Iter[450/ 41] Loss: 0.6009 SupLoss: 0.4722 UsupLoss: 0.9982 NLLLoss: 0.1129 Acc@1: 98.300%
  720.  
  721. | Validation Epoch #138 Loss: 1.3162 NLLLoss: 1.3162 Acc@1: 61.74%
  722.  
  723. | Best Test Acc: Acc@1: 70.10%
  724. | Epoch [139/1000] Iter[450/ 41] Loss: 1.3689 SupLoss: 1.2461 UsupLoss: 0.8500 NLLLoss: 0.9404 Acc@1: 72.080%
  725.  
  726. | Validation Epoch #139 Loss: 2.2141 NLLLoss: 2.2141 Acc@1: 17.74%
  727.  
  728. | Best Test Acc: Acc@1: 70.10%
  729. | Epoch [140/1000] Iter[450/ 41] Loss: 1.0542 SupLoss: 0.9614 UsupLoss: 0.6391 NLLLoss: 0.6814 Acc@1: 78.253%
  730.  
  731. | Validation Epoch #140 Loss: 1.3855 NLLLoss: 1.3855 Acc@1: 60.88%
  732.  
  733. | Best Test Acc: Acc@1: 70.10%
  734. | Epoch [141/1000] Iter[450/ 41] Loss: 0.6856 SupLoss: 0.5511 UsupLoss: 0.9907 NLLLoss: 0.1315 Acc@1: 97.629%
  735.  
  736. | Validation Epoch #141 Loss: 1.4666 NLLLoss: 1.4666 Acc@1: 62.18%
  737.  
  738. | Best Test Acc: Acc@1: 70.10%
  739. | Epoch [142/1000] Iter[450/ 41] Loss: 0.9167 SupLoss: 0.7434 UsupLoss: 1.2664 NLLLoss: 0.2088 Acc@1: 94.744%
  740.  
  741. | Validation Epoch #142 Loss: 2.3979 NLLLoss: 2.3979 Acc@1: 46.14%
  742.  
  743. | Best Test Acc: Acc@1: 70.10%
  744. | Epoch [143/1000] Iter[450/ 41] Loss: 0.7258 SupLoss: 0.5960 UsupLoss: 0.9133 NLLLoss: 0.1921 Acc@1: 96.304%
  745.  
  746. | Validation Epoch #143 Loss: 1.2348 NLLLoss: 1.2348 Acc@1: 64.52%
  747.  
  748. | Best Test Acc: Acc@1: 70.10%
  749. | Epoch [144/1000] Iter[450/ 41] Loss: 0.8598 SupLoss: 0.6978 UsupLoss: 1.1384 NLLLoss: 0.1783 Acc@1: 95.649%
  750.  
  751. | Validation Epoch #144 Loss: 1.8380 NLLLoss: 1.8380 Acc@1: 57.80%
  752.  
  753. | Best Test Acc: Acc@1: 70.10%
  754. | Epoch [145/1000] Iter[450/ 41] Loss: 1.1502 SupLoss: 0.9725 UsupLoss: 1.2121 NLLLoss: 0.3960 Acc@1: 91.702%
  755.  
  756. | Validation Epoch #145 Loss: 1.0047 NLLLoss: 1.0047 Acc@1: 68.30%
  757.  
  758. | Best Test Acc: Acc@1: 70.10%
  759. | Epoch [146/1000] Iter[450/ 41] Loss: 0.5451 SupLoss: 0.4296 UsupLoss: 0.7775 NLLLoss: 0.1189 Acc@1: 98.611%
  760.  
  761. | Validation Epoch #146 Loss: 1.1271 NLLLoss: 1.1271 Acc@1: 68.40%
  762.  
  763. | Best Test Acc: Acc@1: 70.10%
  764. | Epoch [147/1000] Iter[450/ 41] Loss: 0.8303 SupLoss: 0.6869 UsupLoss: 0.9540 NLLLoss: 0.1847 Acc@1: 96.182%
  765.  
  766. | Validation Epoch #147 Loss: 1.0597 NLLLoss: 1.0597 Acc@1: 69.02%
  767.  
  768. | Best Test Acc: Acc@1: 70.10%
  769. | Epoch [148/1000] Iter[450/ 41] Loss: 0.6914 SupLoss: 0.5658 UsupLoss: 0.8211 NLLLoss: 0.1508 Acc@1: 97.418%
  770.  
  771. | Validation Epoch #148 Loss: 1.3504 NLLLoss: 1.3504 Acc@1: 59.58%
  772.  
  773. | Best Test Acc: Acc@1: 70.10%
  774. | Epoch [149/1000] Iter[450/ 41] Loss: 0.7787 SupLoss: 0.6452 UsupLoss: 0.8515 NLLLoss: 0.1837 Acc@1: 96.422%
  775.  
  776. | Validation Epoch #149 Loss: 1.7646 NLLLoss: 1.7646 Acc@1: 52.62%
  777.  
  778. | Best Test Acc: Acc@1: 70.10%
  779. | Epoch [150/1000] Iter[450/ 41] Loss: 0.8554 SupLoss: 0.7084 UsupLoss: 0.9386 NLLLoss: 0.2164 Acc@1: 96.447%
  780.  
  781. | Validation Epoch #150 Loss: 1.4709 NLLLoss: 1.4709 Acc@1: 58.56%
  782.  
  783. | Best Test Acc: Acc@1: 70.10%
  784. | Epoch [151/1000] Iter[450/ 41] Loss: 1.0330 SupLoss: 0.8780 UsupLoss: 0.9501 NLLLoss: 0.3659 Acc@1: 92.596%
  785.  
  786. | Validation Epoch #151 Loss: 1.0719 NLLLoss: 1.0719 Acc@1: 67.22%
  787.  
  788. | Best Test Acc: Acc@1: 70.10%
  789. | Epoch [152/1000] Iter[450/ 41] Loss: 1.8395 SupLoss: 1.5991 UsupLoss: 1.4752 NLLLoss: 0.7993 Acc@1: 85.427%
  790.  
  791. | Validation Epoch #152 Loss: 2.1491 NLLLoss: 2.1491 Acc@1: 54.70%
  792.  
  793. | Best Test Acc: Acc@1: 70.10%
  794. | Epoch [153/1000] Iter[450/ 41] Loss: 1.5371 SupLoss: 1.3183 UsupLoss: 1.3056 NLLLoss: 0.7173 Acc@1: 88.429%
  795.  
  796. | Validation Epoch #153 Loss: 1.1786 NLLLoss: 1.1786 Acc@1: 67.46%
  797.  
  798. | Best Test Acc: Acc@1: 70.10%
  799. | Epoch [154/1000] Iter[450/ 41] Loss: 1.6345 SupLoss: 1.3937 UsupLoss: 1.4514 NLLLoss: 0.6549 Acc@1: 89.453%
  800.  
  801. | Validation Epoch #154 Loss: 2.0885 NLLLoss: 2.0885 Acc@1: 46.02%
  802.  
  803. | Best Test Acc: Acc@1: 70.10%
  804. | Epoch [155/1000] Iter[450/ 41] Loss: 1.8652 SupLoss: 1.6208 UsupLoss: 1.4352 NLLLoss: 0.8926 Acc@1: 83.647%
  805.  
  806. | Validation Epoch #155 Loss: 2.7859 NLLLoss: 2.7859 Acc@1: 47.16%
  807.  
  808. | Best Test Acc: Acc@1: 70.10%
  809. | Epoch [156/1000] Iter[450/ 41] Loss: 2.1942 SupLoss: 1.8888 UsupLoss: 1.7661 NLLLoss: 0.9820 Acc@1: 82.909%
  810.  
  811. | Validation Epoch #156 Loss: 2.3830 NLLLoss: 2.3830 Acc@1: 54.18%
  812.  
  813. | Best Test Acc: Acc@1: 70.10%
  814. | Epoch [157/1000] Iter[450/ 41] Loss: 3.3256 SupLoss: 2.8874 UsupLoss: 2.5492 NLLLoss: 1.7543 Acc@1: 76.358%
  815.  
  816. | Validation Epoch #157 Loss: 4.9148 NLLLoss: 4.9148 Acc@1: 49.98%
  817.  
  818. | Best Test Acc: Acc@1: 70.10%
  819. | Epoch [158/1000] Iter[450/ 41] Loss: 0.8798 SupLoss: 0.7273 UsupLoss: 0.8150 NLLLoss: 0.4035 Acc@1: 93.662%
  820.  
  821. | Validation Epoch #158 Loss: 1.0089 NLLLoss: 1.0089 Acc@1: 68.60%
  822.  
  823. | Best Test Acc: Acc@1: 70.10%
  824. | Epoch [159/1000] Iter[450/ 41] Loss: 0.6049 SupLoss: 0.4549 UsupLoss: 0.8356 NLLLoss: 0.1123 Acc@1: 98.460%
  825.  
  826. | Validation Epoch #159 Loss: 1.0842 NLLLoss: 1.0842 Acc@1: 69.46%
  827.  
  828. | Best Test Acc: Acc@1: 70.10%
  829. | Epoch [160/1000] Iter[450/ 41] Loss: 0.5988 SupLoss: 0.4536 UsupLoss: 0.8083 NLLLoss: 0.0992 Acc@1: 98.769%
  830.  
  831. | Validation Epoch #160 Loss: 1.1776 NLLLoss: 1.1776 Acc@1: 68.40%
  832.  
  833. | Best Test Acc: Acc@1: 70.10%
  834. | Epoch [161/1000] Iter[450/ 41] Loss: 0.5880 SupLoss: 0.4418 UsupLoss: 0.8062 NLLLoss: 0.0971 Acc@1: 98.867%
  835.  
  836. | Validation Epoch #161 Loss: 1.1014 NLLLoss: 1.1014 Acc@1: 68.76%
  837.  
  838. | Best Test Acc: Acc@1: 70.10%
  839. | Epoch [162/1000] Iter[450/ 41] Loss: 0.5899 SupLoss: 0.4409 UsupLoss: 0.8105 NLLLoss: 0.1113 Acc@1: 98.573%
  840.  
  841. | Validation Epoch #162 Loss: 1.1367 NLLLoss: 1.1367 Acc@1: 68.68%
  842.  
  843. | Best Test Acc: Acc@1: 70.10%
  844. | Epoch [163/1000] Iter[450/ 41] Loss: 0.6068 SupLoss: 0.4550 UsupLoss: 0.8164 NLLLoss: 0.1221 Acc@1: 98.187%
  845.  
  846. | Validation Epoch #163 Loss: 1.5419 NLLLoss: 1.5419 Acc@1: 60.06%
  847.  
  848. | Best Test Acc: Acc@1: 70.10%
  849. | Epoch [164/1000] Iter[450/ 41] Loss: 0.6263 SupLoss: 0.4771 UsupLoss: 0.7903 NLLLoss: 0.1249 Acc@1: 98.247%
  850.  
  851. | Validation Epoch #164 Loss: 1.2795 NLLLoss: 1.2795 Acc@1: 65.66%
  852.  
  853. | Best Test Acc: Acc@1: 70.10%
  854. | Epoch [165/1000] Iter[450/ 41] Loss: 0.6721 SupLoss: 0.5072 UsupLoss: 0.8676 NLLLoss: 0.1216 Acc@1: 98.209%
  855.  
  856. | Validation Epoch #165 Loss: 1.2772 NLLLoss: 1.2772 Acc@1: 63.92%
  857.  
  858. | Best Test Acc: Acc@1: 70.10%
  859. | Epoch [166/1000] Iter[450/ 41] Loss: 0.6455 SupLoss: 0.4818 UsupLoss: 0.8433 NLLLoss: 0.1263 Acc@1: 98.169%
  860.  
  861. | Validation Epoch #166 Loss: 1.0292 NLLLoss: 1.0292 Acc@1: 68.02%
  862.  
  863. | Best Test Acc: Acc@1: 70.10%
  864. | Epoch [167/1000] Iter[450/ 41] Loss: 0.6613 SupLoss: 0.4871 UsupLoss: 0.8909 NLLLoss: 0.1194 Acc@1: 98.249%
  865.  
  866. | Validation Epoch #167 Loss: 1.1233 NLLLoss: 1.1233 Acc@1: 68.12%
  867.  
  868. | Best Test Acc: Acc@1: 70.10%
  869. | Epoch [168/1000] Iter[450/ 41] Loss: 0.7155 SupLoss: 0.5427 UsupLoss: 0.8684 NLLLoss: 0.1239 Acc@1: 98.027%
  870.  
  871. | Validation Epoch #168 Loss: 1.2206 NLLLoss: 1.2206 Acc@1: 63.12%
  872.  
  873. | Best Test Acc: Acc@1: 70.10%
  874. | Epoch [169/1000] Iter[450/ 41] Loss: 0.6953 SupLoss: 0.4996 UsupLoss: 0.9765 NLLLoss: 0.1218 Acc@1: 97.991%
  875.  
  876. | Validation Epoch #169 Loss: 1.5149 NLLLoss: 1.5149 Acc@1: 60.92%
  877.  
  878. | Best Test Acc: Acc@1: 70.10%
  879. | Epoch [170/1000] Iter[450/ 41] Loss: 0.7621 SupLoss: 0.5578 UsupLoss: 1.0064 NLLLoss: 0.1303 Acc@1: 97.509%
  880.  
  881. | Validation Epoch #170 Loss: 1.5725 NLLLoss: 1.5725 Acc@1: 60.32%
  882.  
  883. | Best Test Acc: Acc@1: 70.10%
  884. | Epoch [171/1000] Iter[450/ 41] Loss: 0.7520 SupLoss: 0.5390 UsupLoss: 1.0365 NLLLoss: 0.1260 Acc@1: 97.536%
  885.  
  886. | Validation Epoch #171 Loss: 1.4590 NLLLoss: 1.4590 Acc@1: 61.58%
  887.  
  888. | Best Test Acc: Acc@1: 70.10%
  889. | Epoch [172/1000] Iter[450/ 41] Loss: 0.8369 SupLoss: 0.6255 UsupLoss: 1.0097 NLLLoss: 0.1747 Acc@1: 96.051%
  890.  
  891. | Validation Epoch #172 Loss: 1.1705 NLLLoss: 1.1705 Acc@1: 66.24%
  892.  
  893. | Best Test Acc: Acc@1: 70.10%
  894. | Epoch [173/1000] Iter[450/ 41] Loss: 0.7682 SupLoss: 0.5637 UsupLoss: 0.9643 NLLLoss: 0.1309 Acc@1: 97.349%
  895.  
  896. | Validation Epoch #173 Loss: 1.1069 NLLLoss: 1.1069 Acc@1: 66.24%
  897.  
  898. | Best Test Acc: Acc@1: 70.10%
  899. | Epoch [174/1000] Iter[450/ 41] Loss: 0.8788 SupLoss: 0.6387 UsupLoss: 1.1205 NLLLoss: 0.1749 Acc@1: 95.876%
  900.  
  901. | Validation Epoch #174 Loss: 2.7449 NLLLoss: 2.7449 Acc@1: 46.00%
  902.  
  903. | Best Test Acc: Acc@1: 70.10%
  904. | Epoch [175/1000] Iter[450/ 41] Loss: 2.0385 SupLoss: 1.6918 UsupLoss: 1.5735 NLLLoss: 0.9232 Acc@1: 82.878%
  905.  
  906. | Validation Epoch #175 Loss: 5.4851 NLLLoss: 5.4851 Acc@1: 32.40%
  907.  
  908. | Best Test Acc: Acc@1: 70.10%
  909. | Epoch [176/1000] Iter[450/ 41] Loss: 1.5573 SupLoss: 1.2889 UsupLoss: 1.1768 NLLLoss: 0.7750 Acc@1: 88.116%
  910.  
  911. | Validation Epoch #176 Loss: 1.1591 NLLLoss: 1.1591 Acc@1: 66.64%
  912.  
  913. | Best Test Acc: Acc@1: 70.10%
  914. | Epoch [177/1000] Iter[450/ 41] Loss: 0.6691 SupLoss: 0.4379 UsupLoss: 1.0311 NLLLoss: 0.1217 Acc@1: 98.120%
  915.  
  916. | Validation Epoch #177 Loss: 1.0129 NLLLoss: 1.0129 Acc@1: 71.12%
  917.  
  918. | Best Test Acc: Epoch #177 Loss: 1.0255 NLLLoss: 1.0255 Acc@1: 71.24%
  919.  
  920. | Best Test Acc: Acc@1: 71.24%
  921. | Epoch [178/1000] Iter[450/ 41] Loss: 0.6083 SupLoss: 0.4147 UsupLoss: 0.8515 NLLLoss: 0.0993 Acc@1: 98.624%
  922.  
  923. | Validation Epoch #178 Loss: 1.1171 NLLLoss: 1.1171 Acc@1: 69.48%
  924.  
  925. | Best Test Acc: Acc@1: 71.24%
  926. | Epoch [179/1000] Iter[450/ 41] Loss: 0.6879 SupLoss: 0.4927 UsupLoss: 0.8463 NLLLoss: 0.1074 Acc@1: 98.356%
  927.  
  928. | Validation Epoch #179 Loss: 1.2931 NLLLoss: 1.2931 Acc@1: 65.88%
  929.  
  930. | Best Test Acc: Acc@1: 71.24%
  931. | Epoch [180/1000] Iter[450/ 41] Loss: 2.1037 SupLoss: 1.7964 UsupLoss: 1.3017 NLLLoss: 0.9853 Acc@1: 85.109%
  932.  
  933. | Validation Epoch #180 Loss: 5.4606 NLLLoss: 5.4606 Acc@1: 41.30%
  934.  
  935. | Best Test Acc: Acc@1: 71.24%
  936. | Epoch [181/1000] Iter[450/ 41] Loss: 2.2939 SupLoss: 1.8892 UsupLoss: 1.6890 NLLLoss: 1.0769 Acc@1: 82.140%
  937.  
  938. | Validation Epoch #181 Loss: 4.6110 NLLLoss: 4.6110 Acc@1: 46.48%
  939.  
  940. | Best Test Acc: Acc@1: 71.24%
  941. | Epoch [182/1000] Iter[450/ 41] Loss: 1.3961 SupLoss: 1.1386 UsupLoss: 1.0369 NLLLoss: 0.6156 Acc@1: 89.149%
  942.  
  943. | Validation Epoch #182 Loss: 1.1154 NLLLoss: 1.1154 Acc@1: 69.00%
  944.  
  945. | Best Test Acc: Acc@1: 71.24%
  946. | Epoch [183/1000] Iter[450/ 41] Loss: 0.7042 SupLoss: 0.4582 UsupLoss: 1.0100 NLLLoss: 0.1129 Acc@1: 97.953%
  947.  
  948. | Validation Epoch #183 Loss: 1.1206 NLLLoss: 1.1206 Acc@1: 67.78%
  949.  
  950. | Best Test Acc: Acc@1: 71.24%
  951. | Epoch [184/1000] Iter[450/ 41] Loss: 1.1441 SupLoss: 0.8973 UsupLoss: 0.9828 NLLLoss: 0.3506 Acc@1: 93.416%
  952.  
  953. | Validation Epoch #184 Loss: 1.5800 NLLLoss: 1.5800 Acc@1: 59.76%
  954.  
  955. | Best Test Acc: Acc@1: 71.24%
  956. | Epoch [185/1000] Iter[450/ 41] Loss: 1.8041 SupLoss: 1.5228 UsupLoss: 1.0969 NLLLoss: 0.8713 Acc@1: 86.560%
  957.  
  958. | Validation Epoch #185 Loss: 1.1649 NLLLoss: 1.1649 Acc@1: 65.62%
  959.  
  960. | Best Test Acc: Acc@1: 71.24%
  961. | Epoch [186/1000] Iter[450/ 41] Loss: 2.3575 SupLoss: 2.1030 UsupLoss: 0.9538 NLLLoss: 1.5500 Acc@1: 64.556%
  962.  
  963. | Validation Epoch #186 Loss: 2.1955 NLLLoss: 2.1955 Acc@1: 18.08%
  964.  
  965. | Best Test Acc: Acc@1: 71.24%
  966. | Epoch [187/1000] Iter[450/ 41] Loss: 0.9285 SupLoss: 0.7362 UsupLoss: 0.7209 NLLLoss: 0.4502 Acc@1: 88.298%
  967.  
  968. | Validation Epoch #187 Loss: 1.0664 NLLLoss: 1.0664 Acc@1: 66.24%
  969.  
  970. | Best Test Acc: Acc@1: 71.24%
  971. | Epoch [188/1000] Iter[450/ 41] Loss: 0.7028 SupLoss: 0.4517 UsupLoss: 0.9700 NLLLoss: 0.1269 Acc@1: 98.176%
  972.  
  973. | Validation Epoch #188 Loss: 1.0472 NLLLoss: 1.0472 Acc@1: 69.32%
  974.  
  975. | Best Test Acc: Acc@1: 71.24%
  976. | Epoch [189/1000] Iter[450/ 41] Loss: 0.6557 SupLoss: 0.4304 UsupLoss: 0.8581 NLLLoss: 0.1143 Acc@1: 98.618%
  977.  
  978. | Validation Epoch #189 Loss: 1.1871 NLLLoss: 1.1871 Acc@1: 64.38%
  979.  
  980. | Best Test Acc: Acc@1: 71.24%
  981. | Epoch [190/1000] Iter[450/ 41] Loss: 0.6553 SupLoss: 0.4561 UsupLoss: 0.7495 NLLLoss: 0.1257 Acc@1: 98.247%
  982.  
  983. | Validation Epoch #190 Loss: 1.1059 NLLLoss: 1.1059 Acc@1: 68.38%
  984.  
  985. | Best Test Acc: Acc@1: 71.24%
  986. | Epoch [191/1000] Iter[450/ 41] Loss: 0.6730 SupLoss: 0.4647 UsupLoss: 0.7753 NLLLoss: 0.1237 Acc@1: 98.187%
  987.  
  988. | Validation Epoch #191 Loss: 1.2452 NLLLoss: 1.2452 Acc@1: 65.92%
  989.  
  990. | Best Test Acc: Acc@1: 71.24%
  991. | Epoch [192/1000] Iter[450/ 41] Loss: 0.6533 SupLoss: 0.4543 UsupLoss: 0.7290 NLLLoss: 0.1207 Acc@1: 98.447%
  992.  
  993. | Validation Epoch #192 Loss: 1.1818 NLLLoss: 1.1818 Acc@1: 65.28%
  994.  
  995. | Best Test Acc: Acc@1: 71.24%
  996. | Epoch [193/1000] Iter[450/ 41] Loss: 0.6395 SupLoss: 0.4336 UsupLoss: 0.7472 NLLLoss: 0.1197 Acc@1: 98.351%
  997.  
  998. | Validation Epoch #193 Loss: 1.1641 NLLLoss: 1.1641 Acc@1: 65.24%
  999.  
  1000. | Best Test Acc: Acc@1: 71.24%
  1001. | Epoch [194/1000] Iter[450/ 41] Loss: 0.7066 SupLoss: 0.4958 UsupLoss: 0.7537 NLLLoss: 0.1297 Acc@1: 98.231%
  1002.  
  1003. | Validation Epoch #194 Loss: 1.2829 NLLLoss: 1.2829 Acc@1: 63.64%
  1004.  
  1005. | Best Test Acc: Acc@1: 71.24%
  1006. | Epoch [195/1000] Iter[450/ 41] Loss: 0.6758 SupLoss: 0.4625 UsupLoss: 0.7556 NLLLoss: 0.1234 Acc@1: 98.282%
  1007.  
  1008. | Validation Epoch #195 Loss: 1.1850 NLLLoss: 1.1850 Acc@1: 64.22%
  1009.  
  1010. | Best Test Acc: Acc@1: 71.24%
  1011. | Epoch [196/1000] Iter[450/ 41] Loss: 0.6993 SupLoss: 0.4959 UsupLoss: 0.7093 NLLLoss: 0.1286 Acc@1: 98.209%
  1012.  
  1013. | Validation Epoch #196 Loss: 1.0923 NLLLoss: 1.0923 Acc@1: 67.40%
  1014.  
  1015. | Best Test Acc: Acc@1: 71.24%
  1016. | Epoch [197/1000] Iter[450/ 41] Loss: 0.6967 SupLoss: 0.4737 UsupLoss: 0.7730 NLLLoss: 0.1263 Acc@1: 98.187%
  1017.  
  1018. | Validation Epoch #197 Loss: 1.2227 NLLLoss: 1.2227 Acc@1: 66.40%
  1019.  
  1020. | Best Test Acc: Acc@1: 71.24%
  1021. | Epoch [198/1000] Iter[450/ 41] Loss: 0.7138 SupLoss: 0.5033 UsupLoss: 0.7186 NLLLoss: 0.1248 Acc@1: 98.387%
  1022.  
  1023. | Validation Epoch #198 Loss: 1.1309 NLLLoss: 1.1309 Acc@1: 67.14%
  1024.  
  1025. | Best Test Acc: Acc@1: 71.24%
  1026. | Epoch [199/1000] Iter[450/ 41] Loss: 0.7044 SupLoss: 0.4763 UsupLoss: 0.7712 NLLLoss: 0.1235 Acc@1: 98.222%
  1027.  
  1028. | Validation Epoch #199 Loss: 1.1203 NLLLoss: 1.1203 Acc@1: 64.80%
  1029.  
  1030. | Best Test Acc: Acc@1: 71.24%
  1031. | Epoch [200/1000] Iter[450/ 41] Loss: 0.7024 SupLoss: 0.4671 UsupLoss: 0.7867 NLLLoss: 0.1278 Acc@1: 98.162%
  1032.  
  1033. | Validation Epoch #200 Loss: 1.4982 NLLLoss: 1.4982 Acc@1: 53.52%
  1034.  
  1035. | Best Test Acc: Acc@1: 71.24%
  1036. | Epoch [201/1000] Iter[450/ 41] Loss: 0.7107 SupLoss: 0.4758 UsupLoss: 0.7737 NLLLoss: 0.1242 Acc@1: 98.160%
  1037.  
  1038. | Validation Epoch #201 Loss: 1.1458 NLLLoss: 1.1458 Acc@1: 64.98%
  1039.  
  1040. | Best Test Acc: Acc@1: 71.24%
  1041. | Epoch [202/1000] Iter[450/ 41] Loss: 0.6920 SupLoss: 0.4634 UsupLoss: 0.7422 NLLLoss: 0.1255 Acc@1: 98.167%
  1042.  
  1043. | Validation Epoch #202 Loss: 1.0314 NLLLoss: 1.0314 Acc@1: 69.28%
  1044.  
  1045. | Best Test Acc: Acc@1: 71.24%
  1046. | Epoch [203/1000] Iter[450/ 41] Loss: 0.7040 SupLoss: 0.4699 UsupLoss: 0.7533 NLLLoss: 0.1151 Acc@1: 98.507%
  1047.  
  1048. | Validation Epoch #203 Loss: 1.0721 NLLLoss: 1.0721 Acc@1: 66.46%
  1049.  
  1050. | Best Test Acc: Acc@1: 71.24%
  1051. | Epoch [204/1000] Iter[450/ 41] Loss: 0.6951 SupLoss: 0.4505 UsupLoss: 0.7782 NLLLoss: 0.1212 Acc@1: 98.276%
  1052.  
  1053. | Validation Epoch #204 Loss: 1.1670 NLLLoss: 1.1670 Acc@1: 65.62%
  1054.  
  1055. | Best Test Acc: Acc@1: 71.24%
  1056. | Epoch [205/1000] Iter[450/ 41] Loss: 0.7288 SupLoss: 0.4774 UsupLoss: 0.7915 NLLLoss: 0.1223 Acc@1: 98.233%
  1057.  
  1058. | Validation Epoch #205 Loss: 1.1833 NLLLoss: 1.1833 Acc@1: 67.54%
  1059.  
  1060. | Best Test Acc: Acc@1: 71.24%
  1061. | Epoch [206/1000] Iter[450/ 41] Loss: 0.7304 SupLoss: 0.4601 UsupLoss: 0.8426 NLLLoss: 0.1234 Acc@1: 98.120%
  1062.  
  1063. | Validation Epoch #206 Loss: 1.0918 NLLLoss: 1.0918 Acc@1: 67.14%
  1064.  
  1065. | Best Test Acc: Acc@1: 71.24%
  1066. | Epoch [207/1000] Iter[450/ 41] Loss: 0.7825 SupLoss: 0.5359 UsupLoss: 0.7564 NLLLoss: 0.1267 Acc@1: 98.160%
  1067.  
  1068. | Validation Epoch #207 Loss: 1.0750 NLLLoss: 1.0750 Acc@1: 67.34%
  1069.  
  1070. | Best Test Acc: Acc@1: 71.24%
  1071. | Epoch [208/1000] Iter[450/ 41] Loss: 0.7929 SupLoss: 0.5229 UsupLoss: 0.8206 NLLLoss: 0.1216 Acc@1: 98.056%
  1072.  
  1073. | Validation Epoch #208 Loss: 1.1809 NLLLoss: 1.1809 Acc@1: 65.56%
  1074.  
  1075. | Best Test Acc: Acc@1: 71.24%
  1076. | Epoch [209/1000] Iter[450/ 41] Loss: 0.7309 SupLoss: 0.4729 UsupLoss: 0.7749 NLLLoss: 0.1188 Acc@1: 98.273%
  1077.  
  1078. | Validation Epoch #209 Loss: 1.2874 NLLLoss: 1.2874 Acc@1: 64.56%
  1079.  
  1080. | Best Test Acc: Acc@1: 71.24%
  1081. | Epoch [210/1000] Iter[450/ 41] Loss: 0.8233 SupLoss: 0.5654 UsupLoss: 0.7643 NLLLoss: 0.1288 Acc@1: 97.922%
  1082.  
  1083. | Validation Epoch #210 Loss: 1.2505 NLLLoss: 1.2505 Acc@1: 61.70%
  1084.  
  1085. | Best Test Acc: Acc@1: 71.24%
  1086. | Epoch [211/1000] Iter[450/ 41] Loss: 0.7424 SupLoss: 0.4719 UsupLoss: 0.7932 NLLLoss: 0.1217 Acc@1: 98.209%
  1087.  
  1088. | Validation Epoch #211 Loss: 1.4685 NLLLoss: 1.4685 Acc@1: 59.54%
  1089.  
  1090. | Best Test Acc: Acc@1: 71.24%
  1091. | Epoch [212/1000] Iter[450/ 41] Loss: 0.7712 SupLoss: 0.4913 UsupLoss: 0.8121 NLLLoss: 0.1170 Acc@1: 98.193%
  1092.  
  1093. | Validation Epoch #212 Loss: 1.2762 NLLLoss: 1.2762 Acc@1: 67.86%
  1094.  
  1095. | Best Test Acc: Acc@1: 71.24%
  1096. | Epoch [213/1000] Iter[450/ 41] Loss: 1.2618 SupLoss: 0.9255 UsupLoss: 0.9617 NLLLoss: 0.3796 Acc@1: 92.311%
  1097.  
  1098. | Validation Epoch #213 Loss: 1.8282 NLLLoss: 1.8282 Acc@1: 59.44%
  1099.  
  1100. | Best Test Acc: Acc@1: 71.24%
  1101. | Epoch [214/1000] Iter[450/ 41] Loss: 3.1930 SupLoss: 2.8240 UsupLoss: 1.0040 NLLLoss: 2.1890 Acc@1: 57.398%
  1102.  
  1103. | Validation Epoch #214 Loss: 1.3492 NLLLoss: 1.3492 Acc@1: 57.28%
  1104.  
  1105. | Best Test Acc: Acc@1: 71.24%
  1106. | Epoch [215/1000] Iter[450/ 41] Loss: 0.8765 SupLoss: 0.5852 UsupLoss: 0.8013 NLLLoss: 0.3314 Acc@1: 94.282%
  1107.  
  1108. | Validation Epoch #215 Loss: 1.4132 NLLLoss: 1.4132 Acc@1: 60.98%
  1109.  
  1110. | Best Test Acc: Acc@1: 71.24%
  1111. | Epoch [216/1000] Iter[450/ 41] Loss: 0.8290 SupLoss: 0.4684 UsupLoss: 0.9996 NLLLoss: 0.1680 Acc@1: 97.338%
  1112.  
  1113. | Validation Epoch #216 Loss: 1.2463 NLLLoss: 1.2463 Acc@1: 65.56%
  1114.  
  1115. | Best Test Acc: Acc@1: 71.24%
  1116. | Epoch [217/1000] Iter[450/ 41] Loss: 0.8349 SupLoss: 0.4805 UsupLoss: 0.9777 NLLLoss: 0.1539 Acc@1: 97.711%
  1117.  
  1118. | Validation Epoch #217 Loss: 1.2319 NLLLoss: 1.2319 Acc@1: 64.40%
  1119.  
  1120. | Best Test Acc: Acc@1: 71.24%
  1121. | Epoch [218/1000] Iter[450/ 41] Loss: 0.7983 SupLoss: 0.4846 UsupLoss: 0.8525 NLLLoss: 0.1454 Acc@1: 97.949%
  1122.  
  1123. | Validation Epoch #218 Loss: 1.1641 NLLLoss: 1.1641 Acc@1: 65.10%
  1124.  
  1125. | Best Test Acc: Acc@1: 71.24%
  1126. | Epoch [219/1000] Iter[450/ 41] Loss: 0.7839 SupLoss: 0.4765 UsupLoss: 0.8271 NLLLoss: 0.1356 Acc@1: 98.111%
  1127.  
  1128. | Validation Epoch #219 Loss: 1.0931 NLLLoss: 1.0931 Acc@1: 66.08%
  1129.  
  1130. | Best Test Acc: Acc@1: 71.24%
  1131. | Epoch [220/1000] Iter[450/ 41] Loss: 0.7595 SupLoss: 0.4695 UsupLoss: 0.7688 NLLLoss: 0.1367 Acc@1: 98.240%
  1132.  
  1133. | Validation Epoch #220 Loss: 1.5050 NLLLoss: 1.5050 Acc@1: 58.44%
  1134.  
  1135. | Best Test Acc: Acc@1: 71.24%
  1136. | Epoch [221/1000] Iter[450/ 41] Loss: 0.8366 SupLoss: 0.5239 UsupLoss: 0.8226 NLLLoss: 0.1416 Acc@1: 98.091%
  1137.  
  1138. | Validation Epoch #221 Loss: 1.2421 NLLLoss: 1.2421 Acc@1: 63.66%
  1139.  
  1140. | Best Test Acc: Acc@1: 71.24%
  1141. | Epoch [222/1000] Iter[450/ 41] Loss: 0.8180 SupLoss: 0.5070 UsupLoss: 0.8080 NLLLoss: 0.1409 Acc@1: 97.976%
  1142.  
  1143. | Validation Epoch #222 Loss: 1.3488 NLLLoss: 1.3488 Acc@1: 59.24%
  1144.  
  1145. | Best Test Acc: Acc@1: 71.24%
  1146. | Epoch [223/1000] Iter[450/ 41] Loss: 0.8342 SupLoss: 0.5139 UsupLoss: 0.8236 NLLLoss: 0.1399 Acc@1: 98.091%
  1147.  
  1148. | Validation Epoch #223 Loss: 1.0989 NLLLoss: 1.0989 Acc@1: 65.68%
  1149.  
  1150. | Best Test Acc: Acc@1: 71.24%
  1151. | Epoch [224/1000] Iter[450/ 41] Loss: 0.8220 SupLoss: 0.4994 UsupLoss: 0.8208 NLLLoss: 0.1407 Acc@1: 98.031%
  1152.  
  1153. | Validation Epoch #224 Loss: 1.2838 NLLLoss: 1.2838 Acc@1: 62.80%
  1154.  
  1155. | Best Test Acc: Acc@1: 71.24%
  1156. | Epoch [225/1000] Iter[450/ 41] Loss: 0.8093 SupLoss: 0.4926 UsupLoss: 0.7968 NLLLoss: 0.1350 Acc@1: 98.213%
  1157.  
  1158. | Validation Epoch #225 Loss: 1.5443 NLLLoss: 1.5443 Acc@1: 54.10%
  1159.  
  1160. | Best Test Acc: Acc@1: 71.24%
  1161. | Epoch [226/1000] Iter[450/ 41] Loss: 0.8271 SupLoss: 0.5088 UsupLoss: 0.7920 NLLLoss: 0.1422 Acc@1: 98.044%
  1162.  
  1163. | Validation Epoch #226 Loss: 1.6062 NLLLoss: 1.6062 Acc@1: 52.18%
  1164.  
  1165. | Best Test Acc: Acc@1: 71.24%
  1166. | Epoch [227/1000] Iter[450/ 41] Loss: 0.8164 SupLoss: 0.4745 UsupLoss: 0.8428 NLLLoss: 0.1404 Acc@1: 97.893%
  1167.  
  1168. | Validation Epoch #227 Loss: 1.2588 NLLLoss: 1.2588 Acc@1: 63.76%
  1169.  
  1170. | Best Test Acc: Acc@1: 71.24%
  1171. | Epoch [228/1000] Iter[450/ 41] Loss: 0.8563 SupLoss: 0.5102 UsupLoss: 0.8451 NLLLoss: 0.1396 Acc@1: 97.922%
  1172.  
  1173. | Validation Epoch #228 Loss: 1.3576 NLLLoss: 1.3576 Acc@1: 63.04%
  1174.  
  1175. | Best Test Acc: Acc@1: 71.24%
  1176. | Epoch [229/1000] Iter[450/ 41] Loss: 0.8642 SupLoss: 0.5311 UsupLoss: 0.8041 NLLLoss: 0.1349 Acc@1: 98.098%
  1177.  
  1178. | Validation Epoch #229 Loss: 1.1315 NLLLoss: 1.1315 Acc@1: 65.68%
  1179.  
  1180. | Best Test Acc: Acc@1: 71.24%
  1181. | Epoch [230/1000] Iter[450/ 41] Loss: 0.8793 SupLoss: 0.5264 UsupLoss: 0.8432 NLLLoss: 0.1454 Acc@1: 97.796%
  1182.  
  1183. | Validation Epoch #230 Loss: 1.2569 NLLLoss: 1.2569 Acc@1: 63.38%
  1184.  
  1185. | Best Test Acc: Acc@1: 71.24%
  1186. | Epoch [231/1000] Iter[450/ 41] Loss: 0.8966 SupLoss: 0.5341 UsupLoss: 0.8569 NLLLoss: 0.1412 Acc@1: 97.758%
  1187.  
  1188. | Validation Epoch #231 Loss: 1.4433 NLLLoss: 1.4433 Acc@1: 62.44%
  1189.  
  1190. | Best Test Acc: Acc@1: 71.24%
  1191. | Epoch [232/1000] Iter[450/ 41] Loss: 0.9507 SupLoss: 0.5521 UsupLoss: 0.9332 NLLLoss: 0.1470 Acc@1: 97.389%
  1192.  
  1193. | Validation Epoch #232 Loss: 1.1305 NLLLoss: 1.1305 Acc@1: 67.32%
  1194.  
  1195. | Best Test Acc: Acc@1: 71.24%
  1196. | Epoch [233/1000] Iter[450/ 41] Loss: 1.0308 SupLoss: 0.6164 UsupLoss: 0.9618 NLLLoss: 0.1671 Acc@1: 96.542%
  1197.  
  1198. | Validation Epoch #233 Loss: 1.3154 NLLLoss: 1.3154 Acc@1: 63.34%
  1199.  
  1200. | Best Test Acc: Acc@1: 71.24%
  1201. | Epoch [234/1000] Iter[450/ 41] Loss: 0.9677 SupLoss: 0.5642 UsupLoss: 0.9239 NLLLoss: 0.1519 Acc@1: 97.167%
  1202.  
  1203. | Validation Epoch #234 Loss: 1.3569 NLLLoss: 1.3569 Acc@1: 60.66%
  1204.  
  1205. | Best Test Acc: Acc@1: 71.24%
  1206. | Epoch [235/1000] Iter[450/ 41] Loss: 1.1555 SupLoss: 0.6982 UsupLoss: 1.0394 NLLLoss: 0.2061 Acc@1: 95.156%
  1207.  
  1208. | Validation Epoch #235 Loss: 1.4895 NLLLoss: 1.4895 Acc@1: 60.92%
  1209.  
  1210. | Best Test Acc: Acc@1: 71.24%
  1211. | Epoch [236/1000] Iter[450/ 41] Loss: 1.5981 SupLoss: 1.1493 UsupLoss: 1.0027 NLLLoss: 0.6222 Acc@1: 89.853%
  1212.  
  1213. | Validation Epoch #236 Loss: 1.3405 NLLLoss: 1.3405 Acc@1: 65.08%
  1214.  
  1215. | Best Test Acc: Acc@1: 71.24%
  1216. | Epoch [237/1000] Iter[450/ 41] Loss: 0.9247 SupLoss: 0.5110 UsupLoss: 0.9183 NLLLoss: 0.1407 Acc@1: 97.800%
  1217.  
  1218. | Validation Epoch #237 Loss: 1.2085 NLLLoss: 1.2085 Acc@1: 66.56%
  1219.  
  1220. | Best Test Acc: Acc@1: 71.24%
  1221. | Epoch [238/1000] Iter[450/ 41] Loss: 0.9141 SupLoss: 0.4999 UsupLoss: 0.9125 NLLLoss: 0.1424 Acc@1: 97.662%
  1222.  
  1223. | Validation Epoch #238 Loss: 1.5009 NLLLoss: 1.5009 Acc@1: 62.06%
  1224.  
  1225. | Best Test Acc: Acc@1: 71.24%
  1226. | Epoch [239/1000] Iter[450/ 41] Loss: 0.9189 SupLoss: 0.5067 UsupLoss: 0.8997 NLLLoss: 0.1389 Acc@1: 97.669%
  1227.  
  1228. | Validation Epoch #239 Loss: 1.2947 NLLLoss: 1.2947 Acc@1: 65.24%
  1229.  
  1230. | Best Test Acc: Acc@1: 71.24%
  1231. | Epoch [240/1000] Iter[450/ 41] Loss: 1.0284 SupLoss: 0.6160 UsupLoss: 0.8909 NLLLoss: 0.1606 Acc@1: 96.913%
  1232.  
  1233. | Validation Epoch #240 Loss: 1.2302 NLLLoss: 1.2302 Acc@1: 64.64%
  1234.  
  1235. | Best Test Acc: Acc@1: 71.24%
  1236. | Epoch [241/1000] Iter[450/ 41] Loss: 1.0250 SupLoss: 0.6165 UsupLoss: 0.8732 NLLLoss: 0.1566 Acc@1: 97.084%
  1237.  
  1238. | Validation Epoch #241 Loss: 1.3265 NLLLoss: 1.3265 Acc@1: 62.48%
  1239.  
  1240. | Best Test Acc: Acc@1: 71.24%
  1241. | Epoch [242/1000] Iter[450/ 41] Loss: 1.2275 SupLoss: 0.7660 UsupLoss: 0.9783 NLLLoss: 0.2693 Acc@1: 93.462%
  1242.  
  1243. | Validation Epoch #242 Loss: 1.3777 NLLLoss: 1.3777 Acc@1: 62.96%
  1244.  
  1245. | Best Test Acc: Acc@1: 71.24%
  1246. | Epoch [243/1000] Iter[450/ 41] Loss: 1.3316 SupLoss: 0.8537 UsupLoss: 0.9977 NLLLoss: 0.3568 Acc@1: 92.598%
  1247.  
  1248. | Validation Epoch #243 Loss: 1.1768 NLLLoss: 1.1768 Acc@1: 67.80%
  1249.  
  1250. | Best Test Acc: Acc@1: 71.24%
  1251. | Epoch [244/1000] Iter[450/ 41] Loss: 1.1037 SupLoss: 0.8215 UsupLoss: 0.5765 NLLLoss: 0.4665 Acc@1: 93.916%
  1252.  
  1253. | Validation Epoch #244 Loss: 1.1304 NLLLoss: 1.1304 Acc@1: 66.46%
  1254.  
  1255. | Best Test Acc: Acc@1: 71.24%
  1256. | Epoch [245/1000] Iter[450/ 41] Loss: 5.6627 SupLoss: 5.0307 UsupLoss: 1.2797 NLLLoss: 4.1211 Acc@1: 64.964%
  1257.  
  1258. | Validation Epoch #245 Loss: 2.3132 NLLLoss: 2.3132 Acc@1: 11.60%
  1259.  
  1260. | Best Test Acc: Acc@1: 71.24%
  1261. | Epoch [246/1000] Iter[450/ 41] Loss: 2.2023 SupLoss: 2.1497 UsupLoss: 0.0428 NLLLoss: 2.1142 Acc@1: 21.949%
  1262.  
  1263. | Validation Epoch #246 Loss: 1.3990 NLLLoss: 1.3990 Acc@1: 54.02%
  1264.  
  1265. | Best Test Acc: Acc@1: 71.24%
  1266. | Epoch [247/1000] Iter[450/ 41] Loss: 1.0902 SupLoss: 0.7412 UsupLoss: 0.6875 NLLLoss: 0.4245 Acc@1: 89.836%
  1267.  
  1268. | Validation Epoch #247 Loss: 1.2956 NLLLoss: 1.2956 Acc@1: 62.84%
  1269.  
  1270. | Best Test Acc: Acc@1: 71.24%
  1271. | Epoch [248/1000] Iter[450/ 41] Loss: 0.9552 SupLoss: 0.5531 UsupLoss: 0.8008 NLLLoss: 0.2012 Acc@1: 96.882%
  1272.  
  1273. | Validation Epoch #248 Loss: 1.2684 NLLLoss: 1.2684 Acc@1: 62.54%
  1274.  
  1275. | Best Test Acc: Acc@1: 71.24%
  1276. | Epoch [249/1000] Iter[450/ 41] Loss: 0.9885 SupLoss: 0.5331 UsupLoss: 0.9024 NLLLoss: 0.1897 Acc@1: 96.662%
  1277.  
  1278. | Validation Epoch #249 Loss: 1.2173 NLLLoss: 1.2173 Acc@1: 64.86%
  1279.  
  1280. | Best Test Acc: Acc@1: 71.24%
  1281. | Epoch [250/1000] Iter[450/ 41] Loss: 1.0029 SupLoss: 0.5589 UsupLoss: 0.8714 NLLLoss: 0.1827 Acc@1: 97.162%
  1282.  
  1283. | Validation Epoch #250 Loss: 1.0979 NLLLoss: 1.0979 Acc@1: 65.44%
  1284.  
  1285. | Best Test Acc: Acc@1: 71.24%
  1286. | Epoch [251/1000] Iter[450/ 41] Loss: 0.9809 SupLoss: 0.5633 UsupLoss: 0.8116 NLLLoss: 0.1771 Acc@1: 97.171%
  1287.  
  1288. | Validation Epoch #251 Loss: 1.1460 NLLLoss: 1.1460 Acc@1: 65.18%
  1289.  
  1290. | Best Test Acc: Acc@1: 71.24%
  1291. | Epoch [252/1000] Iter[450/ 41] Loss: 0.9996 SupLoss: 0.5802 UsupLoss: 0.8084 NLLLoss: 0.1800 Acc@1: 97.138%
  1292.  
  1293. | Validation Epoch #252 Loss: 1.2359 NLLLoss: 1.2359 Acc@1: 63.64%
  1294.  
  1295. | Best Test Acc: Acc@1: 71.24%
  1296. | Epoch [253/1000] Iter[450/ 41] Loss: 0.9849 SupLoss: 0.5727 UsupLoss: 0.7879 NLLLoss: 0.1707 Acc@1: 97.451%
  1297.  
  1298. | Validation Epoch #253 Loss: 1.1121 NLLLoss: 1.1121 Acc@1: 66.80%
  1299.  
  1300. | Best Test Acc: Acc@1: 71.24%
  1301. | Epoch [254/1000] Iter[450/ 41] Loss: 1.0536 SupLoss: 0.5945 UsupLoss: 0.8712 NLLLoss: 0.1832 Acc@1: 96.676%
  1302.  
  1303. | Validation Epoch #254 Loss: 1.4193 NLLLoss: 1.4193 Acc@1: 59.04%
  1304.  
  1305. | Best Test Acc: Acc@1: 71.24%
  1306. | Epoch [255/1000] Iter[450/ 41] Loss: 1.4772 SupLoss: 0.9081 UsupLoss: 1.0699 NLLLoss: 0.3985 Acc@1: 90.778%
  1307.  
  1308. | Validation Epoch #255 Loss: 3.8052 NLLLoss: 3.8052 Acc@1: 45.34%
  1309.  
  1310. | Best Test Acc: Acc@1: 71.24%
  1311. | Epoch [256/1000] Iter[450/ 41] Loss: 2.4010 SupLoss: 1.8053 UsupLoss: 1.0981 NLLLoss: 1.2729 Acc@1: 81.213%
  1312.  
  1313. | Validation Epoch #256 Loss: 1.1247 NLLLoss: 1.1247 Acc@1: 65.84%
  1314.  
  1315. | Best Test Acc: Acc@1: 71.24%
  1316. | Epoch [257/1000] Iter[450/ 41] Loss: 1.0514 SupLoss: 0.5418 UsupLoss: 0.9394 NLLLoss: 0.2114 Acc@1: 96.184%
  1317.  
  1318. | Validation Epoch #257 Loss: 1.0599 NLLLoss: 1.0599 Acc@1: 68.18%
  1319.  
  1320. | Best Test Acc: Acc@1: 71.24%
  1321. | Epoch [258/1000] Iter[450/ 41] Loss: 1.0386 SupLoss: 0.5518 UsupLoss: 0.8898 NLLLoss: 0.2030 Acc@1: 96.584%
  1322.  
  1323. | Validation Epoch #258 Loss: 0.9819 NLLLoss: 0.9819 Acc@1: 68.40%
  1324.  
  1325. | Best Test Acc: Acc@1: 71.24%
  1326. | Epoch [259/1000] Iter[450/ 41] Loss: 0.9540 SupLoss: 0.5035 UsupLoss: 0.8165 NLLLoss: 0.1712 Acc@1: 97.482%
  1327.  
  1328. | Validation Epoch #259 Loss: 1.1002 NLLLoss: 1.1002 Acc@1: 65.56%
  1329.  
  1330. | Best Test Acc: Acc@1: 71.24%
  1331. | Epoch [260/1000] Iter[450/ 41] Loss: 0.9068 SupLoss: 0.4933 UsupLoss: 0.7412 NLLLoss: 0.1560 Acc@1: 98.060%
  1332.  
  1333. | Validation Epoch #260 Loss: 1.0134 NLLLoss: 1.0134 Acc@1: 68.12%
  1334.  
  1335. | Best Test Acc: Acc@1: 71.24%
  1336. | Epoch [261/1000] Iter[450/ 41] Loss: 1.0082 SupLoss: 0.5731 UsupLoss: 0.7744 NLLLoss: 0.1905 Acc@1: 97.076%
  1337.  
  1338. | Validation Epoch #261 Loss: 1.1777 NLLLoss: 1.1777 Acc@1: 65.12%
  1339.  
  1340. | Best Test Acc: Acc@1: 71.24%
  1341. | Epoch [262/1000] Iter[450/ 41] Loss: 0.9348 SupLoss: 0.4954 UsupLoss: 0.7756 NLLLoss: 0.1773 Acc@1: 97.313%
  1342.  
  1343. | Validation Epoch #262 Loss: 1.0884 NLLLoss: 1.0884 Acc@1: 68.32%
  1344.  
  1345. | Best Test Acc: Acc@1: 71.24%
  1346. | Epoch [263/1000] Iter[450/ 41] Loss: 0.9394 SupLoss: 0.5097 UsupLoss: 0.7524 NLLLoss: 0.1750 Acc@1: 97.522%
  1347.  
  1348. | Validation Epoch #263 Loss: 1.1606 NLLLoss: 1.1606 Acc@1: 66.66%
  1349.  
  1350. | Best Test Acc: Acc@1: 71.24%
  1351. | Epoch [264/1000] Iter[450/ 41] Loss: 1.0285 SupLoss: 0.5721 UsupLoss: 0.7939 NLLLoss: 0.1893 Acc@1: 97.040%
  1352.  
  1353. | Validation Epoch #264 Loss: 1.1396 NLLLoss: 1.1396 Acc@1: 64.78%
  1354.  
  1355. | Best Test Acc: Acc@1: 71.24%
  1356. | Epoch [265/1000] Iter[450/ 41] Loss: 0.9726 SupLoss: 0.5350 UsupLoss: 0.7533 NLLLoss: 0.1827 Acc@1: 97.251%
  1357.  
  1358. | Validation Epoch #265 Loss: 1.0623 NLLLoss: 1.0623 Acc@1: 66.30%
  1359.  
  1360. | Best Test Acc: Acc@1: 71.24%
  1361. | Epoch [266/1000] Iter[450/ 41] Loss: 0.9875 SupLoss: 0.5319 UsupLoss: 0.7792 NLLLoss: 0.1767 Acc@1: 97.427%
  1362.  
  1363. | Validation Epoch #266 Loss: 1.3036 NLLLoss: 1.3036 Acc@1: 58.44%
  1364.  
  1365. | Best Test Acc: Acc@1: 71.24%
  1366. | Epoch [267/1000] Iter[450/ 41] Loss: 1.0014 SupLoss: 0.5488 UsupLoss: 0.7675 NLLLoss: 0.1859 Acc@1: 97.093%
  1367.  
  1368. | Validation Epoch #267 Loss: 0.9797 NLLLoss: 0.9797 Acc@1: 68.64%
  1369.  
  1370. | Best Test Acc: Acc@1: 71.24%
  1371. | Epoch [268/1000] Iter[450/ 41] Loss: 1.0101 SupLoss: 0.5272 UsupLoss: 0.8130 NLLLoss: 0.1796 Acc@1: 97.004%
  1372.  
  1373. | Validation Epoch #268 Loss: 1.3099 NLLLoss: 1.3099 Acc@1: 61.70%
  1374.  
  1375. | Best Test Acc: Acc@1: 71.24%
  1376. | Epoch [269/1000] Iter[450/ 41] Loss: 1.0001 SupLoss: 0.5240 UsupLoss: 0.7951 NLLLoss: 0.1807 Acc@1: 97.251%
  1377.  
  1378. | Validation Epoch #269 Loss: 1.2951 NLLLoss: 1.2951 Acc@1: 61.10%
  1379.  
  1380. | Best Test Acc: Acc@1: 71.24%
  1381. | Epoch [270/1000] Iter[450/ 41] Loss: 1.0012 SupLoss: 0.5294 UsupLoss: 0.7813 NLLLoss: 0.1734 Acc@1: 97.544%
  1382.  
  1383. | Validation Epoch #270 Loss: 1.2683 NLLLoss: 1.2683 Acc@1: 61.90%
  1384.  
  1385. | Best Test Acc: Acc@1: 71.24%
  1386. | Epoch [271/1000] Iter[450/ 41] Loss: 1.0392 SupLoss: 0.5625 UsupLoss: 0.7829 NLLLoss: 0.1858 Acc@1: 97.069%
  1387.  
  1388. | Validation Epoch #271 Loss: 1.5909 NLLLoss: 1.5909 Acc@1: 58.88%
  1389.  
  1390. | Best Test Acc: Acc@1: 71.24%
  1391. | Epoch [272/1000] Iter[450/ 41] Loss: 1.1067 SupLoss: 0.5948 UsupLoss: 0.8347 NLLLoss: 0.1933 Acc@1: 96.720%
  1392.  
  1393. | Validation Epoch #272 Loss: 1.0820 NLLLoss: 1.0820 Acc@1: 65.42%
  1394.  
  1395. | Best Test Acc: Acc@1: 71.24%
  1396. | Epoch [273/1000] Iter[450/ 41] Loss: 1.1490 SupLoss: 0.6578 UsupLoss: 0.7937 NLLLoss: 0.1942 Acc@1: 96.558%
  1397.  
  1398. | Validation Epoch #273 Loss: 1.5144 NLLLoss: 1.5144 Acc@1: 59.76%
  1399.  
  1400. | Best Test Acc: Acc@1: 71.24%
  1401. | Epoch [274/1000] Iter[450/ 41] Loss: 1.1491 SupLoss: 0.6040 UsupLoss: 0.8757 NLLLoss: 0.2029 Acc@1: 96.122%
  1402.  
  1403. | Validation Epoch #274 Loss: 1.2106 NLLLoss: 1.2106 Acc@1: 65.74%
  1404.  
  1405. | Best Test Acc: Acc@1: 71.24%
  1406. | Epoch [275/1000] Iter[450/ 41] Loss: 1.4138 SupLoss: 0.7855 UsupLoss: 1.0008 NLLLoss: 0.3538 Acc@1: 93.004%
  1407.  
  1408. | Validation Epoch #275 Loss: 9.3391 NLLLoss: 9.3391 Acc@1: 31.38%
  1409.  
  1410. | Best Test Acc: Acc@1: 71.24%
  1411. | Epoch [276/1000] Iter[450/ 41] Loss: 3.1905 SupLoss: 2.4846 UsupLoss: 1.0742 NLLLoss: 1.8801 Acc@1: 75.333%
  1412.  
  1413. | Validation Epoch #276 Loss: 2.3157 NLLLoss: 2.3157 Acc@1: 9.64%
  1414.  
  1415. | Best Test Acc: Acc@1: 71.24%
  1416. | Epoch [277/1000] Iter[450/ 41] Loss: 2.4907 SupLoss: 2.2784 UsupLoss: 0.0091 NLLLoss: 2.2730 Acc@1: 13.796%
  1417.  
  1418. | Validation Epoch #277 Loss: 2.2594 NLLLoss: 2.2594 Acc@1: 15.02%
  1419.  
  1420. | Best Test Acc: Acc@1: 71.24%
  1421. | Epoch [278/1000] Iter[450/ 41] Loss: 2.3579 SupLoss: 2.2679 UsupLoss: 0.0054 NLLLoss: 2.2601 Acc@1: 13.438%
  1422.  
  1423. | Validation Epoch #278 Loss: 2.2557 NLLLoss: 2.2557 Acc@1: 13.74%
  1424.  
  1425. | Best Test Acc: Acc@1: 71.24%
  1426. | Epoch [279/1000] Iter[450/ 41] Loss: 2.2922 SupLoss: 2.2570 UsupLoss: 0.0067 NLLLoss: 2.2467 Acc@1: 14.069%
  1427.  
  1428. | Validation Epoch #279 Loss: 2.2424 NLLLoss: 2.2424 Acc@1: 15.30%
  1429.  
  1430. | Best Test Acc: Acc@1: 71.24%
  1431. | Epoch [280/1000] Iter[450/ 41] Loss: 2.2597 SupLoss: 2.2445 UsupLoss: 0.0077 NLLLoss: 2.2337 Acc@1: 14.549%
  1432.  
  1433. | Validation Epoch #280 Loss: 2.2329 NLLLoss: 2.2329 Acc@1: 15.52%
  1434.  
  1435. | Best Test Acc: Acc@1: 71.24%
  1436. | Epoch [281/1000] Iter[450/ 41] Loss: 2.2475 SupLoss: 2.2374 UsupLoss: 0.0080 NLLLoss: 2.2255 Acc@1: 15.440%
  1437.  
  1438. | Validation Epoch #281 Loss: 2.2261 NLLLoss: 2.2261 Acc@1: 15.96%
  1439.  
  1440. | Best Test Acc: Acc@1: 71.24%
  1441. | Epoch [282/1000] Iter[450/ 41] Loss: 2.2472 SupLoss: 2.2366 UsupLoss: 0.0084 NLLLoss: 2.2227 Acc@1: 15.073%
  1442.  
  1443. | Validation Epoch #282 Loss: 2.2323 NLLLoss: 2.2323 Acc@1: 14.48%
  1444.  
  1445. | Best Test Acc: Acc@1: 71.24%
  1446. | Epoch [283/1000] Iter[450/ 41] Loss: 2.2551 SupLoss: 2.2454 UsupLoss: 0.0074 NLLLoss: 2.2323 Acc@1: 16.242%
  1447.  
  1448. | Validation Epoch #283 Loss: 2.2433 NLLLoss: 2.2433 Acc@1: 14.64%
  1449.  
  1450. | Best Test Acc: Acc@1: 71.24%
  1451. | Epoch [284/1000] Iter[450/ 41] Loss: 2.2529 SupLoss: 2.2441 UsupLoss: 0.0070 NLLLoss: 2.2318 Acc@1: 15.280%
  1452.  
  1453. | Validation Epoch #284 Loss: 2.2276 NLLLoss: 2.2276 Acc@1: 14.96%
  1454.  
  1455. | Best Test Acc: Acc@1: 71.24%
  1456. | Epoch [285/1000] Iter[450/ 41] Loss: 2.2450 SupLoss: 2.2357 UsupLoss: 0.0077 NLLLoss: 2.2218 Acc@1: 15.424%
  1457.  
  1458. | Validation Epoch #285 Loss: 2.2281 NLLLoss: 2.2281 Acc@1: 14.90%
  1459.  
  1460. | Best Test Acc: Acc@1: 71.24%
  1461. | Epoch [286/1000] Iter[450/ 41] Loss: 2.1465 SupLoss: 2.1219 UsupLoss: 0.0239 NLLLoss: 2.0789 Acc@1: 23.084%
  1462.  
  1463. | Validation Epoch #286 Loss: 2.3043 NLLLoss: 2.3043 Acc@1: 15.94%
  1464.  
  1465. | Best Test Acc: Acc@1: 71.24%
  1466. | Epoch [287/1000] Iter[450/ 41] Loss: 1.8396 SupLoss: 1.7663 UsupLoss: 0.0915 NLLLoss: 1.6409 Acc@1: 41.442%
  1467.  
  1468. | Validation Epoch #287 Loss: 2.7769 NLLLoss: 2.7769 Acc@1: 17.94%
  1469.  
  1470. | Best Test Acc: Acc@1: 71.24%
  1471. | Epoch [288/1000] Iter[450/ 41] Loss: 1.5617 SupLoss: 1.4307 UsupLoss: 0.1774 NLLLoss: 1.2042 Acc@1: 61.542%
  1472.  
  1473. | Validation Epoch #288 Loss: 2.2057 NLLLoss: 2.2057 Acc@1: 30.34%
  1474.  
  1475. | Best Test Acc: Acc@1: 71.24%
  1476. | Epoch [289/1000] Iter[450/ 41] Loss: 1.4454 SupLoss: 1.2494 UsupLoss: 0.2708 NLLLoss: 0.9666 Acc@1: 69.820%
  1477.  
  1478. | Validation Epoch #289 Loss: 1.4318 NLLLoss: 1.4318 Acc@1: 50.68%
  1479.  
  1480. | Best Test Acc: Acc@1: 71.24%
  1481. | Epoch [290/1000] Iter[450/ 41] Loss: 1.3691 SupLoss: 1.1080 UsupLoss: 0.3636 NLLLoss: 0.8045 Acc@1: 75.756%
  1482.  
  1483. | Validation Epoch #290 Loss: 1.5633 NLLLoss: 1.5633 Acc@1: 47.10%
  1484.  
  1485. | Best Test Acc: Acc@1: 71.24%
  1486. | Epoch [291/1000] Iter[450/ 41] Loss: 1.3757 SupLoss: 1.0389 UsupLoss: 0.4696 NLLLoss: 0.7179 Acc@1: 78.433%
  1487.  
  1488. | Validation Epoch #291 Loss: 2.0188 NLLLoss: 2.0188 Acc@1: 42.12%
  1489.  
  1490. | Best Test Acc: Acc@1: 71.24%
  1491. | Epoch [292/1000] Iter[450/ 41] Loss: 1.3425 SupLoss: 0.9820 UsupLoss: 0.5001 NLLLoss: 0.6267 Acc@1: 82.147%
  1492.  
  1493. | Validation Epoch #292 Loss: 1.5817 NLLLoss: 1.5817 Acc@1: 51.08%
  1494.  
  1495. | Best Test Acc: Acc@1: 71.24%
  1496. | Epoch [293/1000] Iter[450/ 41] Loss: 1.3322 SupLoss: 0.9360 UsupLoss: 0.5481 NLLLoss: 0.5551 Acc@1: 85.162%
  1497.  
  1498. | Validation Epoch #293 Loss: 1.9535 NLLLoss: 1.9535 Acc@1: 48.44%
  1499.  
  1500. | Best Test Acc: Acc@1: 71.24%
  1501. | Epoch [294/1000] Iter[450/ 41] Loss: 1.3359 SupLoss: 0.8916 UsupLoss: 0.6126 NLLLoss: 0.5107 Acc@1: 86.302%
  1502.  
  1503. | Validation Epoch #294 Loss: 1.6933 NLLLoss: 1.6933 Acc@1: 51.72%
  1504.  
  1505. | Best Test Acc: Acc@1: 71.24%
  1506. | Epoch [295/1000] Iter[450/ 41] Loss: 1.3836 SupLoss: 0.9449 UsupLoss: 0.6002 NLLLoss: 0.4970 Acc@1: 86.218%
  1507.  
  1508. | Validation Epoch #295 Loss: 1.2685 NLLLoss: 1.2685 Acc@1: 59.84%
  1509.  
  1510. | Best Test Acc: Acc@1: 71.24%
  1511. | Epoch [296/1000] Iter[450/ 41] Loss: 1.5341 SupLoss: 1.0095 UsupLoss: 0.7152 NLLLoss: 0.5288 Acc@1: 84.769%
  1512.  
  1513. | Validation Epoch #296 Loss: 1.8418 NLLLoss: 1.8418 Acc@1: 48.10%
  1514.  
  1515. | Best Test Acc: Acc@1: 71.24%
  1516. | Epoch [297/1000] Iter[450/ 41] Loss: 2.1276 SupLoss: 1.5581 UsupLoss: 0.7678 NLLLoss: 0.9590 Acc@1: 75.189%
  1517.  
  1518. | Validation Epoch #297 Loss: 1.4793 NLLLoss: 1.4793 Acc@1: 56.84%
  1519.  
  1520. | Best Test Acc: Acc@1: 71.24%
  1521. | Epoch [298/1000] Iter[450/ 41] Loss: 4.6779 SupLoss: 3.9607 UsupLoss: 0.9579 NLLLoss: 3.2924 Acc@1: 57.542%
  1522.  
  1523. | Validation Epoch #298 Loss: 6.8591 NLLLoss: 6.8591 Acc@1: 36.54%
  1524.  
  1525. | Best Test Acc: Acc@1: 71.24%
  1526. | Epoch [299/1000] Iter[450/ 41] Loss: 8.2545 SupLoss: 7.7994 UsupLoss: 0.5655 NLLLoss: 7.3514 Acc@1: 18.767%
  1527.  
  1528. | Validation Epoch #299 Loss: 2.2964 NLLLoss: 2.2964 Acc@1: 12.82%
  1529.  
  1530. | Best Test Acc: Acc@1: 71.24%
  1531. | Epoch [300/1000] Iter[450/ 41] Loss: 2.2499 SupLoss: 2.2317 UsupLoss: 0.0096 NLLLoss: 2.2129 Acc@1: 15.809%
  1532.  
  1533. | Validation Epoch #300 Loss: 1.9846 NLLLoss: 1.9846 Acc@1: 26.18%
  1534.  
  1535. | Best Test Acc: Acc@1: 71.24%
  1536. | Epoch [301/1000] Iter[450/ 41] Loss: 1.7533 SupLoss: 1.4408 UsupLoss: 0.3992 NLLLoss: 1.2399 Acc@1: 57.596%
  1537.  
  1538. | Validation Epoch #301 Loss: 1.4086 NLLLoss: 1.4086 Acc@1: 52.46%
  1539.  
  1540. | Best Test Acc: Acc@1: 71.24%
  1541. | Epoch [302/1000] Iter[450/ 41] Loss: 1.4824 SupLoss: 1.0155 UsupLoss: 0.6082 NLLLoss: 0.7209 Acc@1: 79.902%
  1542.  
  1543. | Validation Epoch #302 Loss: 1.3984 NLLLoss: 1.3984 Acc@1: 55.08%
  1544.  
  1545. | Best Test Acc: Acc@1: 71.24%
  1546. | Epoch [303/1000] Iter[450/ 41] Loss: 1.4085 SupLoss: 0.9192 UsupLoss: 0.6356 NLLLoss: 0.5884 Acc@1: 84.342%
  1547.  
  1548. | Validation Epoch #303 Loss: 1.4863 NLLLoss: 1.4863 Acc@1: 55.68%
  1549.  
  1550. | Best Test Acc: Acc@1: 71.24%
  1551. | Epoch [304/1000] Iter[450/ 41] Loss: 1.2866 SupLoss: 0.8104 UsupLoss: 0.6155 NLLLoss: 0.4623 Acc@1: 88.302%
  1552.  
  1553. | Validation Epoch #304 Loss: 1.1746 NLLLoss: 1.1746 Acc@1: 62.50%
  1554.  
  1555. | Best Test Acc: Acc@1: 71.24%
  1556. | Epoch [305/1000] Iter[450/ 41] Loss: 1.2413 SupLoss: 0.7626 UsupLoss: 0.6166 NLLLoss: 0.4023 Acc@1: 90.542%
  1557.  
  1558. | Validation Epoch #305 Loss: 1.4357 NLLLoss: 1.4357 Acc@1: 56.18%
  1559.  
  1560. | Best Test Acc: Acc@1: 71.24%
  1561. | Epoch [306/1000] Iter[450/ 41] Loss: 1.2036 SupLoss: 0.7186 UsupLoss: 0.6210 NLLLoss: 0.3755 Acc@1: 91.569%
  1562.  
  1563. | Validation Epoch #306 Loss: 1.2054 NLLLoss: 1.2054 Acc@1: 62.46%
  1564.  
  1565. | Best Test Acc: Acc@1: 71.24%
  1566. | Epoch [307/1000] Iter[450/ 41] Loss: 1.2426 SupLoss: 0.7206 UsupLoss: 0.6664 NLLLoss: 0.3627 Acc@1: 91.680%
  1567.  
  1568. | Validation Epoch #307 Loss: 1.2108 NLLLoss: 1.2108 Acc@1: 63.78%
  1569.  
  1570. | Best Test Acc: Acc@1: 71.24%
  1571. | Epoch [308/1000] Iter[450/ 41] Loss: 1.1980 SupLoss: 0.6752 UsupLoss: 0.6620 NLLLoss: 0.3359 Acc@1: 92.700%
  1572.  
  1573. | Validation Epoch #308 Loss: 1.1766 NLLLoss: 1.1766 Acc@1: 63.10%
  1574.  
  1575. | Best Test Acc: Acc@1: 71.24%
  1576. | Epoch [309/1000] Iter[450/ 41] Loss: 1.2383 SupLoss: 0.7209 UsupLoss: 0.6526 NLLLoss: 0.3391 Acc@1: 92.640%
  1577.  
  1578. | Validation Epoch #309 Loss: 1.2798 NLLLoss: 1.2798 Acc@1: 60.24%
  1579.  
  1580. | Best Test Acc: Acc@1: 71.24%
  1581. | Epoch [310/1000] Iter[450/ 41] Loss: 1.2419 SupLoss: 0.6942 UsupLoss: 0.6878 NLLLoss: 0.3227 Acc@1: 92.869%
  1582.  
  1583. | Validation Epoch #310 Loss: 1.4777 NLLLoss: 1.4777 Acc@1: 55.68%
  1584.  
  1585. | Best Test Acc: Acc@1: 71.24%
  1586. | Epoch [311/1000] Iter[450/ 41] Loss: 1.3382 SupLoss: 0.8129 UsupLoss: 0.6548 NLLLoss: 0.3497 Acc@1: 91.698%
  1587.  
  1588. | Validation Epoch #311 Loss: 1.9634 NLLLoss: 1.9634 Acc@1: 50.26%
  1589.  
  1590. | Best Test Acc: Acc@1: 71.24%
  1591. | Epoch [312/1000] Iter[450/ 41] Loss: 1.4950 SupLoss: 0.8549 UsupLoss: 0.7962 NLLLoss: 0.4117 Acc@1: 89.067%
  1592.  
  1593. | Validation Epoch #312 Loss: 2.2944 NLLLoss: 2.2944 Acc@1: 46.84%
  1594.  
  1595. | Best Test Acc: Acc@1: 71.24%
  1596. | Epoch [313/1000] Iter[450/ 41] Loss: 3.4290 SupLoss: 2.6703 UsupLoss: 0.9277 NLLLoss: 2.0616 Acc@1: 64.973%
  1597.  
  1598. | Validation Epoch #313 Loss: 3.9200 NLLLoss: 3.9200 Acc@1: 30.84%
  1599.  
  1600. | Best Test Acc: Acc@1: 71.24%
  1601. | Epoch [314/1000] Iter[450/ 41] Loss: 3.6999 SupLoss: 2.9681 UsupLoss: 0.8790 NLLLoss: 2.3060 Acc@1: 63.064%
  1602.  
  1603. | Validation Epoch #314 Loss: 7.9496 NLLLoss: 7.9496 Acc@1: 10.92%
  1604.  
  1605. | Best Test Acc: Acc@1: 71.24%
  1606. | Epoch [315/1000] Iter[450/ 41] Loss: 3.4042 SupLoss: 2.7837 UsupLoss: 0.7453 NLLLoss: 2.3977 Acc@1: 71.587%
  1607.  
  1608. | Validation Epoch #315 Loss: 1.0813 NLLLoss: 1.0813 Acc@1: 66.60%
  1609.  
  1610. | Best Test Acc: Acc@1: 71.24%
  1611. | Epoch [316/1000] Iter[450/ 41] Loss: 1.4434 SupLoss: 0.7733 UsupLoss: 0.8132 NLLLoss: 0.4666 Acc@1: 88.498%
  1612.  
  1613. | Validation Epoch #316 Loss: 1.3359 NLLLoss: 1.3359 Acc@1: 57.80%
  1614.  
  1615. | Best Test Acc: Acc@1: 71.24%
  1616. | Epoch [317/1000] Iter[450/ 41] Loss: 1.3612 SupLoss: 0.7366 UsupLoss: 0.7565 NLLLoss: 0.4313 Acc@1: 89.949%
  1617.  
  1618. | Validation Epoch #317 Loss: 1.1802 NLLLoss: 1.1802 Acc@1: 62.56%
  1619.  
  1620. | Best Test Acc: Acc@1: 71.24%
  1621. | Epoch [318/1000] Iter[450/ 41] Loss: 1.4054 SupLoss: 0.7768 UsupLoss: 0.7564 NLLLoss: 0.4443 Acc@1: 89.613%
  1622.  
  1623. | Validation Epoch #318 Loss: 1.1906 NLLLoss: 1.1906 Acc@1: 63.04%
  1624.  
  1625. | Best Test Acc: Acc@1: 71.24%
  1626. | Epoch [319/1000] Iter[450/ 41] Loss: 1.3660 SupLoss: 0.7555 UsupLoss: 0.7306 NLLLoss: 0.4197 Acc@1: 90.351%
  1627.  
  1628. | Validation Epoch #319 Loss: 1.3885 NLLLoss: 1.3885 Acc@1: 58.04%
  1629.  
  1630. | Best Test Acc: Acc@1: 71.24%
  1631. | Epoch [320/1000] Iter[450/ 41] Loss: 1.2660 SupLoss: 0.7043 UsupLoss: 0.6682 NLLLoss: 0.3634 Acc@1: 92.069%
  1632.  
  1633. | Validation Epoch #320 Loss: 1.1557 NLLLoss: 1.1557 Acc@1: 65.00%
  1634.  
  1635. | Best Test Acc: Acc@1: 71.24%
  1636. | Epoch [321/1000] Iter[450/ 41] Loss: 1.3290 SupLoss: 0.7133 UsupLoss: 0.7300 NLLLoss: 0.3668 Acc@1: 91.944%
  1637.  
  1638. | Validation Epoch #321 Loss: 1.2226 NLLLoss: 1.2226 Acc@1: 64.12%
  1639.  
  1640. | Best Test Acc: Acc@1: 71.24%
  1641. | Epoch [322/1000] Iter[450/ 41] Loss: 1.2710 SupLoss: 0.7141 UsupLoss: 0.6550 NLLLoss: 0.3647 Acc@1: 92.229%
  1642.  
  1643. | Validation Epoch #322 Loss: 1.3796 NLLLoss: 1.3796 Acc@1: 60.28%
  1644.  
  1645. | Best Test Acc: Acc@1: 71.24%
  1646. | Epoch [323/1000] Iter[450/ 41] Loss: 1.2837 SupLoss: 0.7002 UsupLoss: 0.6841 NLLLoss: 0.3449 Acc@1: 92.604%
  1647.  
  1648. | Validation Epoch #323 Loss: 1.2221 NLLLoss: 1.2221 Acc@1: 61.48%
  1649.  
  1650. | Best Test Acc: Acc@1: 71.24%
  1651. | Epoch [324/1000] Iter[450/ 41] Loss: 1.2117 SupLoss: 0.6748 UsupLoss: 0.6254 NLLLoss: 0.3198 Acc@1: 93.638%
  1652.  
  1653. | Validation Epoch #324 Loss: 1.3081 NLLLoss: 1.3081 Acc@1: 60.48%
  1654.  
  1655. | Best Test Acc: Acc@1: 71.24%
  1656. | Epoch [325/1000] Iter[450/ 41] Loss: 1.2147 SupLoss: 0.6372 UsupLoss: 0.6708 NLLLoss: 0.2967 Acc@1: 93.869%
  1657.  
  1658. | Validation Epoch #325 Loss: 1.5226 NLLLoss: 1.5226 Acc@1: 56.46%
  1659.  
  1660. | Best Test Acc: Acc@1: 71.24%
  1661. | Epoch [326/1000] Iter[450/ 41] Loss: 1.3013 SupLoss: 0.7167 UsupLoss: 0.6746 NLLLoss: 0.2893 Acc@1: 93.729%
  1662.  
  1663. | Validation Epoch #326 Loss: 1.7942 NLLLoss: 1.7942 Acc@1: 51.78%
  1664.  
  1665. | Best Test Acc: Acc@1: 71.24%
  1666. | Epoch [327/1000] Iter[450/ 41] Loss: 1.3258 SupLoss: 0.7617 UsupLoss: 0.6468 NLLLoss: 0.3015 Acc@1: 92.964%
  1667.  
  1668. | Validation Epoch #327 Loss: 1.4717 NLLLoss: 1.4717 Acc@1: 57.64%
  1669.  
  1670. | Best Test Acc: Acc@1: 71.24%
  1671. | Epoch [328/1000] Iter[450/ 41] Loss: 1.6902 SupLoss: 1.0844 UsupLoss: 0.6903 NLLLoss: 0.5999 Acc@1: 86.662%
  1672.  
  1673. | Validation Epoch #328 Loss: 1.2154 NLLLoss: 1.2154 Acc@1: 63.74%
  1674.  
  1675. | Best Test Acc: Acc@1: 71.24%
  1676. | Epoch [329/1000] Iter[450/ 41] Loss: 3.0767 SupLoss: 2.3988 UsupLoss: 0.7644 NLLLoss: 1.8406 Acc@1: 71.733%
  1677.  
  1678. | Validation Epoch #329 Loss: 1.0569 NLLLoss: 1.0569 Acc@1: 64.90%
  1679.  
  1680. | Best Test Acc: Acc@1: 71.24%
  1681. | Epoch [330/1000] Iter[450/ 41] Loss: 1.2283 SupLoss: 0.6266 UsupLoss: 0.6767 NLLLoss: 0.3290 Acc@1: 92.222%
  1682.  
  1683. | Validation Epoch #330 Loss: 1.0914 NLLLoss: 1.0914 Acc@1: 66.68%
  1684.  
  1685. | Best Test Acc: Acc@1: 71.24%
  1686. | Epoch [331/1000] Iter[450/ 41] Loss: 1.1344 SupLoss: 0.5695 UsupLoss: 0.6361 NLLLoss: 0.2617 Acc@1: 94.660%
  1687.  
  1688. | Validation Epoch #331 Loss: 1.2119 NLLLoss: 1.2119 Acc@1: 61.74%
  1689.  
  1690. | Best Test Acc: Acc@1: 71.24%
  1691. | Epoch [332/1000] Iter[450/ 41] Loss: 1.1345 SupLoss: 0.6034 UsupLoss: 0.5970 NLLLoss: 0.2631 Acc@1: 94.978%
  1692.  
  1693. | Validation Epoch #332 Loss: 1.0126 NLLLoss: 1.0126 Acc@1: 68.02%
  1694.  
  1695. | Best Test Acc: Acc@1: 71.24%
  1696. | Epoch [333/1000] Iter[450/ 41] Loss: 1.1366 SupLoss: 0.5878 UsupLoss: 0.6148 NLLLoss: 0.2515 Acc@1: 95.158%
  1697.  
  1698. | Validation Epoch #333 Loss: 1.1117 NLLLoss: 1.1117 Acc@1: 66.22%
  1699.  
  1700. | Best Test Acc: Acc@1: 71.24%
  1701. | Epoch [334/1000] Iter[450/ 41] Loss: 1.1179 SupLoss: 0.6014 UsupLoss: 0.5758 NLLLoss: 0.2436 Acc@1: 95.422%
  1702.  
  1703. | Validation Epoch #334 Loss: 1.1708 NLLLoss: 1.1708 Acc@1: 64.16%
  1704.  
  1705. | Best Test Acc: Acc@1: 71.24%
  1706. | Epoch [335/1000] Iter[450/ 41] Loss: 1.0960 SupLoss: 0.5795 UsupLoss: 0.5733 NLLLoss: 0.2365 Acc@1: 95.696%
  1707.  
  1708. | Validation Epoch #335 Loss: 1.2660 NLLLoss: 1.2660 Acc@1: 61.96%
  1709.  
  1710. | Best Test Acc: Acc@1: 71.24%
  1711. | Epoch [336/1000] Iter[450/ 41] Loss: 1.0702 SupLoss: 0.5387 UsupLoss: 0.5879 NLLLoss: 0.2355 Acc@1: 95.680%
  1712.  
  1713. | Validation Epoch #336 Loss: 1.1285 NLLLoss: 1.1285 Acc@1: 67.24%
  1714.  
  1715. | Best Test Acc: Acc@1: 71.24%
  1716. | Epoch [337/1000] Iter[450/ 41] Loss: 1.0893 SupLoss: 0.5591 UsupLoss: 0.5839 NLLLoss: 0.2275 Acc@1: 95.849%
  1717.  
  1718. | Validation Epoch #337 Loss: 1.4442 NLLLoss: 1.4442 Acc@1: 58.84%
  1719.  
  1720. | Best Test Acc: Acc@1: 71.24%
  1721. | Epoch [338/1000] Iter[450/ 41] Loss: 1.0952 SupLoss: 0.5897 UsupLoss: 0.5541 NLLLoss: 0.2382 Acc@1: 95.782%
  1722.  
  1723. | Validation Epoch #338 Loss: 1.2758 NLLLoss: 1.2758 Acc@1: 61.70%
  1724.  
  1725. | Best Test Acc: Acc@1: 71.24%
  1726. | Epoch [339/1000] Iter[450/ 41] Loss: 1.1058 SupLoss: 0.5625 UsupLoss: 0.5942 NLLLoss: 0.2267 Acc@1: 95.916%
  1727.  
  1728. | Validation Epoch #339 Loss: 1.2541 NLLLoss: 1.2541 Acc@1: 61.86%
  1729.  
  1730. | Best Test Acc: Acc@1: 71.24%
  1731. | Epoch [340/1000] Iter[450/ 41] Loss: 1.0543 SupLoss: 0.5655 UsupLoss: 0.5317 NLLLoss: 0.2277 Acc@1: 96.180%
  1732.  
  1733. | Validation Epoch #340 Loss: 1.3631 NLLLoss: 1.3631 Acc@1: 60.92%
  1734.  
  1735. | Best Test Acc: Acc@1: 71.24%
  1736. | Epoch [341/1000] Iter[450/ 41] Loss: 1.0943 SupLoss: 0.5880 UsupLoss: 0.5496 NLLLoss: 0.2280 Acc@1: 96.031%
  1737.  
  1738. | Validation Epoch #341 Loss: 1.0764 NLLLoss: 1.0764 Acc@1: 66.38%
  1739.  
  1740. | Best Test Acc: Acc@1: 71.24%
  1741. | Epoch [342/1000] Iter[450/ 41] Loss: 1.0842 SupLoss: 0.6043 UsupLoss: 0.5177 NLLLoss: 0.2251 Acc@1: 96.213%
  1742.  
  1743. | Validation Epoch #342 Loss: 1.3357 NLLLoss: 1.3357 Acc@1: 59.46%
  1744.  
  1745. | Best Test Acc: Acc@1: 71.24%
  1746. | Epoch [343/1000] Iter[450/ 41] Loss: 1.1154 SupLoss: 0.6067 UsupLoss: 0.5475 NLLLoss: 0.2299 Acc@1: 96.184%
  1747.  
  1748. | Validation Epoch #343 Loss: 1.4866 NLLLoss: 1.4866 Acc@1: 54.34%
  1749.  
  1750. | Best Test Acc: Acc@1: 71.24%
  1751. | Epoch [344/1000] Iter[450/ 41] Loss: 1.1081 SupLoss: 0.5730 UsupLoss: 0.5744 NLLLoss: 0.2298 Acc@1: 95.871%
  1752.  
  1753. | Validation Epoch #344 Loss: 1.6759 NLLLoss: 1.6759 Acc@1: 54.24%
  1754.  
  1755. | Best Test Acc: Acc@1: 71.24%
  1756. | Epoch [345/1000] Iter[450/ 41] Loss: 1.1632 SupLoss: 0.6214 UsupLoss: 0.5796 NLLLoss: 0.2383 Acc@1: 95.478%
  1757.  
  1758. | Validation Epoch #345 Loss: 1.0814 NLLLoss: 1.0814 Acc@1: 65.52%
  1759.  
  1760. | Best Test Acc: Acc@1: 71.24%
  1761. | Epoch [346/1000] Iter[450/ 41] Loss: 1.1421 SupLoss: 0.6080 UsupLoss: 0.5694 NLLLoss: 0.2308 Acc@1: 96.024%
  1762.  
  1763. | Validation Epoch #346 Loss: 1.0993 NLLLoss: 1.0993 Acc@1: 66.22%
  1764.  
  1765. | Best Test Acc: Acc@1: 71.24%
  1766. | Epoch [347/1000] Iter[450/ 41] Loss: 1.1256 SupLoss: 0.5898 UsupLoss: 0.5693 NLLLoss: 0.2321 Acc@1: 95.913%
  1767.  
  1768. | Validation Epoch #347 Loss: 1.2324 NLLLoss: 1.2324 Acc@1: 64.80%
  1769.  
  1770. | Best Test Acc: Acc@1: 71.24%
  1771. | Epoch [348/1000] Iter[450/ 41] Loss: 1.1414 SupLoss: 0.5863 UsupLoss: 0.5878 NLLLoss: 0.2374 Acc@1: 95.716%
  1772.  
  1773. | Validation Epoch #348 Loss: 1.2031 NLLLoss: 1.2031 Acc@1: 61.76%
  1774.  
  1775. | Best Test Acc: Acc@1: 71.24%
  1776. | Epoch [349/1000] Iter[450/ 41] Loss: 1.1664 SupLoss: 0.6002 UsupLoss: 0.5980 NLLLoss: 0.2251 Acc@1: 95.953%
  1777.  
  1778. | Validation Epoch #349 Loss: 1.1272 NLLLoss: 1.1272 Acc@1: 65.86%
  1779.  
  1780. | Best Test Acc: Acc@1: 71.24%
  1781. | Epoch [350/1000] Iter[450/ 41] Loss: 1.1106 SupLoss: 0.5690 UsupLoss: 0.5694 NLLLoss: 0.2186 Acc@1: 96.147%
  1782.  
  1783. | Validation Epoch #350 Loss: 1.1399 NLLLoss: 1.1399 Acc@1: 65.12%
  1784.  
  1785. | Best Test Acc: Acc@1: 71.24%
  1786. | Epoch [351/1000] Iter[450/ 41] Loss: 1.1251 SupLoss: 0.5729 UsupLoss: 0.5794 NLLLoss: 0.2176 Acc@1: 96.389%
  1787.  
  1788. | Validation Epoch #351 Loss: 1.4099 NLLLoss: 1.4099 Acc@1: 57.84%
  1789.  
  1790. | Best Test Acc: Acc@1: 71.24%
  1791. | Epoch [352/1000] Iter[450/ 41] Loss: 1.1773 SupLoss: 0.6243 UsupLoss: 0.5782 NLLLoss: 0.2252 Acc@1: 95.951%
  1792.  
  1793. | Validation Epoch #352 Loss: 1.2586 NLLLoss: 1.2586 Acc@1: 61.76%
  1794.  
  1795. | Best Test Acc: Acc@1: 71.24%
  1796. | Epoch [353/1000] Iter[450/ 41] Loss: 1.1725 SupLoss: 0.6137 UsupLoss: 0.5829 NLLLoss: 0.2160 Acc@1: 96.267%
  1797.  
  1798. | Validation Epoch #353 Loss: 2.2926 NLLLoss: 2.2926 Acc@1: 39.48%
  1799.  
  1800. | Best Test Acc: Acc@1: 71.24%
  1801. | Epoch [354/1000] Iter[450/ 41] Loss: 1.2088 SupLoss: 0.6058 UsupLoss: 0.6271 NLLLoss: 0.2260 Acc@1: 95.456%
  1802.  
  1803. | Validation Epoch #354 Loss: 1.2744 NLLLoss: 1.2744 Acc@1: 62.74%
  1804.  
  1805. | Best Test Acc: Acc@1: 71.24%
  1806. | Epoch [355/1000] Iter[450/ 41] Loss: 1.2576 SupLoss: 0.6716 UsupLoss: 0.6071 NLLLoss: 0.2386 Acc@1: 94.976%
  1807.  
  1808. | Validation Epoch #355 Loss: 1.8172 NLLLoss: 1.8172 Acc@1: 53.36%
  1809.  
  1810. | Best Test Acc: Acc@1: 71.24%
  1811. | Epoch [356/1000] Iter[450/ 41] Loss: 1.5751 SupLoss: 0.9062 UsupLoss: 0.6913 NLLLoss: 0.4103 Acc@1: 90.156%
  1812.  
  1813. | Validation Epoch #356 Loss: 1.0884 NLLLoss: 1.0884 Acc@1: 67.24%
  1814.  
  1815. | Best Test Acc: Acc@1: 71.24%
  1816. | Epoch [357/1000] Iter[450/ 41] Loss: 2.2535 SupLoss: 1.5099 UsupLoss: 0.7650 NLLLoss: 0.9135 Acc@1: 83.242%
  1817.  
  1818. | Validation Epoch #357 Loss: 4.9566 NLLLoss: 4.9566 Acc@1: 37.88%
  1819.  
  1820. | Best Test Acc: Acc@1: 71.24%
  1821. | Epoch [358/1000] Iter[450/ 41] Loss: 2.0463 SupLoss: 1.4602 UsupLoss: 0.5943 NLLLoss: 1.0813 Acc@1: 85.771%
  1822.  
  1823. | Validation Epoch #358 Loss: 0.9739 NLLLoss: 0.9739 Acc@1: 70.60%
  1824.  
  1825. | Best Test Acc: Acc@1: 71.24%
  1826. | Epoch [359/1000] Iter[450/ 41] Loss: 1.2228 SupLoss: 0.5939 UsupLoss: 0.6451 NLLLoss: 0.2502 Acc@1: 95.364%
  1827.  
  1828. | Validation Epoch #359 Loss: 1.4092 NLLLoss: 1.4092 Acc@1: 59.16%
  1829.  
  1830. | Best Test Acc: Acc@1: 71.24%
  1831. | Epoch [360/1000] Iter[450/ 41] Loss: 1.1658 SupLoss: 0.5900 UsupLoss: 0.5890 NLLLoss: 0.2453 Acc@1: 95.629%
  1832.  
  1833. | Validation Epoch #360 Loss: 1.1883 NLLLoss: 1.1883 Acc@1: 65.64%
  1834.  
  1835. | Best Test Acc: Acc@1: 71.24%
  1836. | Epoch [361/1000] Iter[450/ 41] Loss: 1.1293 SupLoss: 0.5646 UsupLoss: 0.5758 NLLLoss: 0.2354 Acc@1: 95.742%
  1837.  
  1838. | Validation Epoch #361 Loss: 1.6136 NLLLoss: 1.6136 Acc@1: 57.00%
  1839.  
  1840. | Best Test Acc: Acc@1: 71.24%
  1841. | Epoch [362/1000] Iter[450/ 41] Loss: 1.1058 SupLoss: 0.5756 UsupLoss: 0.5388 NLLLoss: 0.2301 Acc@1: 96.104%
  1842.  
  1843. | Validation Epoch #362 Loss: 1.0380 NLLLoss: 1.0380 Acc@1: 68.00%
  1844.  
  1845. | Best Test Acc: Acc@1: 71.24%
  1846. | Epoch [363/1000] Iter[450/ 41] Loss: 1.1388 SupLoss: 0.5577 UsupLoss: 0.5900 NLLLoss: 0.2199 Acc@1: 96.047%
  1847.  
  1848. | Validation Epoch #363 Loss: 1.2319 NLLLoss: 1.2319 Acc@1: 64.72%
  1849.  
  1850. | Best Test Acc: Acc@1: 71.24%
  1851. | Epoch [364/1000] Iter[450/ 41] Loss: 1.1027 SupLoss: 0.5655 UsupLoss: 0.5434 NLLLoss: 0.2271 Acc@1: 96.176%
  1852.  
  1853. | Validation Epoch #364 Loss: 1.1827 NLLLoss: 1.1827 Acc@1: 62.76%
  1854.  
  1855. | Best Test Acc: Acc@1: 71.24%
  1856. | Epoch [365/1000] Iter[450/ 41] Loss: 1.1558 SupLoss: 0.6069 UsupLoss: 0.5548 NLLLoss: 0.2314 Acc@1: 95.993%
  1857.  
  1858. | Validation Epoch #365 Loss: 1.0482 NLLLoss: 1.0482 Acc@1: 67.12%
  1859.  
  1860. | Best Test Acc: Acc@1: 71.24%
  1861. | Epoch [366/1000] Iter[450/ 41] Loss: 1.0752 SupLoss: 0.5307 UsupLoss: 0.5494 NLLLoss: 0.2188 Acc@1: 96.322%
  1862.  
  1863. | Validation Epoch #366 Loss: 1.1798 NLLLoss: 1.1798 Acc@1: 66.42%
  1864.  
  1865. | Best Test Acc: Acc@1: 71.24%
  1866. | Epoch [367/1000] Iter[450/ 41] Loss: 1.1457 SupLoss: 0.5716 UsupLoss: 0.5778 NLLLoss: 0.2184 Acc@1: 96.151%
  1867.  
  1868. | Validation Epoch #367 Loss: 1.1742 NLLLoss: 1.1742 Acc@1: 64.62%
  1869.  
  1870. | Best Test Acc: Acc@1: 71.24%
  1871. | Epoch [368/1000] Iter[450/ 41] Loss: 1.0659 SupLoss: 0.5292 UsupLoss: 0.5388 NLLLoss: 0.2197 Acc@1: 96.351%
  1872.  
  1873. | Validation Epoch #368 Loss: 1.2519 NLLLoss: 1.2519 Acc@1: 60.84%
  1874.  
  1875. | Best Test Acc: Acc@1: 71.24%
  1876. | Epoch [369/1000] Iter[450/ 41] Loss: 1.0826 SupLoss: 0.5504 UsupLoss: 0.5330 NLLLoss: 0.2106 Acc@1: 96.487%
  1877.  
  1878. | Validation Epoch #369 Loss: 1.1592 NLLLoss: 1.1592 Acc@1: 66.02%
  1879.  
  1880. | Best Test Acc: Acc@1: 71.24%
  1881. | Epoch [370/1000] Iter[450/ 41] Loss: 1.1447 SupLoss: 0.5910 UsupLoss: 0.5539 NLLLoss: 0.2254 Acc@1: 96.033%
  1882.  
  1883. | Validation Epoch #370 Loss: 1.1247 NLLLoss: 1.1247 Acc@1: 65.64%
  1884.  
  1885. | Best Test Acc: Acc@1: 71.24%
  1886. | Epoch [371/1000] Iter[450/ 41] Loss: 1.1139 SupLoss: 0.5567 UsupLoss: 0.5566 NLLLoss: 0.2245 Acc@1: 96.058%
  1887.  
  1888. | Validation Epoch #371 Loss: 1.0703 NLLLoss: 1.0703 Acc@1: 66.08%
  1889.  
  1890. | Best Test Acc: Acc@1: 71.24%
  1891. | Epoch [372/1000] Iter[450/ 41] Loss: 1.1472 SupLoss: 0.5685 UsupLoss: 0.5777 NLLLoss: 0.2113 Acc@1: 96.322%
  1892.  
  1893. | Validation Epoch #372 Loss: 1.3015 NLLLoss: 1.3015 Acc@1: 61.66%
  1894.  
  1895. | Best Test Acc: Acc@1: 71.24%
  1896. | Epoch [373/1000] Iter[450/ 41] Loss: 1.1728 SupLoss: 0.6332 UsupLoss: 0.5371 NLLLoss: 0.2197 Acc@1: 96.258%
  1897.  
  1898. | Validation Epoch #373 Loss: 1.1779 NLLLoss: 1.1779 Acc@1: 63.48%
  1899.  
  1900. | Best Test Acc: Acc@1: 71.24%
  1901. | Epoch [374/1000] Iter[450/ 41] Loss: 1.1607 SupLoss: 0.5724 UsupLoss: 0.5850 NLLLoss: 0.2132 Acc@1: 96.016%
  1902.  
  1903. | Validation Epoch #374 Loss: 1.2285 NLLLoss: 1.2285 Acc@1: 64.34%
  1904.  
  1905. | Best Test Acc: Acc@1: 71.24%
  1906. | Epoch [375/1000] Iter[450/ 41] Loss: 1.2165 SupLoss: 0.6484 UsupLoss: 0.5626 NLLLoss: 0.2368 Acc@1: 95.533%
  1907.  
  1908. | Validation Epoch #375 Loss: 2.1428 NLLLoss: 2.1428 Acc@1: 44.42%
  1909.  
  1910. | Best Test Acc: Acc@1: 71.24%
  1911. | Epoch [376/1000] Iter[450/ 41] Loss: 1.1531 SupLoss: 0.5758 UsupLoss: 0.5705 NLLLoss: 0.2218 Acc@1: 96.020%
  1912.  
  1913. | Validation Epoch #376 Loss: 1.0162 NLLLoss: 1.0162 Acc@1: 68.18%
  1914.  
  1915. | Best Test Acc: Acc@1: 71.24%
  1916. | Epoch [377/1000] Iter[450/ 41] Loss: 1.1995 SupLoss: 0.6136 UsupLoss: 0.5793 NLLLoss: 0.2101 Acc@1: 96.438%
  1917.  
  1918. | Validation Epoch #377 Loss: 1.2734 NLLLoss: 1.2734 Acc@1: 62.42%
  1919.  
  1920. | Best Test Acc: Acc@1: 71.24%
  1921. | Epoch [378/1000] Iter[450/ 41] Loss: 1.2584 SupLoss: 0.6587 UsupLoss: 0.5926 NLLLoss: 0.2272 Acc@1: 95.453%
  1922.  
  1923. | Validation Epoch #378 Loss: 1.4440 NLLLoss: 1.4440 Acc@1: 58.62%
  1924.  
  1925. | Best Test Acc: Acc@1: 71.24%
  1926. | Epoch [379/1000] Iter[450/ 41] Loss: 1.4680 SupLoss: 0.8172 UsupLoss: 0.6406 NLLLoss: 0.3237 Acc@1: 91.887%
  1927.  
  1928. | Validation Epoch #379 Loss: 1.3928 NLLLoss: 1.3928 Acc@1: 63.36%
  1929.  
  1930. | Best Test Acc: Acc@1: 71.24%
  1931. | Epoch [380/1000] Iter[450/ 41] Loss: 1.8220 SupLoss: 1.0402 UsupLoss: 0.7691 NLLLoss: 0.4855 Acc@1: 88.533%
  1932.  
  1933. | Validation Epoch #380 Loss: 1.3478 NLLLoss: 1.3478 Acc@1: 61.44%
  1934.  
  1935. | Best Test Acc: Acc@1: 71.24%
  1936. | Epoch [381/1000] Iter[450/ 41] Loss: 2.6406 SupLoss: 1.7330 UsupLoss: 0.8892 NLLLoss: 1.0837 Acc@1: 79.736%
  1937.  
  1938. | Validation Epoch #381 Loss: 1.6363 NLLLoss: 1.6363 Acc@1: 53.78%
  1939.  
  1940. | Best Test Acc: Acc@1: 71.24%
  1941. | Epoch [382/1000] Iter[450/ 41] Loss: 3.9435 SupLoss: 3.2812 UsupLoss: 0.6288 NLLLoss: 2.7199 Acc@1: 44.751%
  1942.  
  1943. | Validation Epoch #382 Loss: 2.2482 NLLLoss: 2.2482 Acc@1: 15.98%
  1944.  
  1945. | Best Test Acc: Acc@1: 71.24%
  1946. | Epoch [383/1000] Iter[450/ 41] Loss: 1.6726 SupLoss: 1.3589 UsupLoss: 0.2968 NLLLoss: 1.1518 Acc@1: 62.262%
  1947.  
  1948. | Validation Epoch #383 Loss: 1.0672 NLLLoss: 1.0672 Acc@1: 67.54%
  1949.  
  1950. | Best Test Acc: Acc@1: 71.24%
  1951. | Epoch [384/1000] Iter[450/ 41] Loss: 1.2466 SupLoss: 0.6294 UsupLoss: 0.6031 NLLLoss: 0.2895 Acc@1: 94.111%
  1952.  
  1953. | Validation Epoch #384 Loss: 1.3132 NLLLoss: 1.3132 Acc@1: 60.10%
  1954.  
  1955. | Best Test Acc: Acc@1: 71.24%
  1956. | Epoch [385/1000] Iter[450/ 41] Loss: 1.1993 SupLoss: 0.6065 UsupLoss: 0.5802 NLLLoss: 0.2715 Acc@1: 94.780%
  1957.  
  1958. | Validation Epoch #385 Loss: 1.2172 NLLLoss: 1.2172 Acc@1: 64.38%
  1959.  
  1960. | Best Test Acc: Acc@1: 71.24%
  1961. | Epoch [386/1000] Iter[450/ 41] Loss: 1.1408 SupLoss: 0.5492 UsupLoss: 0.5784 NLLLoss: 0.2457 Acc@1: 95.549%
  1962.  
  1963. | Validation Epoch #386 Loss: 1.1439 NLLLoss: 1.1439 Acc@1: 63.76%
  1964.  
  1965. | Best Test Acc: Acc@1: 71.24%
  1966. | Epoch [387/1000] Iter[450/ 41] Loss: 1.1769 SupLoss: 0.5625 UsupLoss: 0.6009 NLLLoss: 0.2390 Acc@1: 95.520%
  1967.  
  1968. | Validation Epoch #387 Loss: 1.1376 NLLLoss: 1.1376 Acc@1: 65.70%
  1969.  
  1970. | Best Test Acc: Acc@1: 71.24%
  1971. | Epoch [388/1000] Iter[450/ 41] Loss: 1.2120 SupLoss: 0.6144 UsupLoss: 0.5826 NLLLoss: 0.2495 Acc@1: 95.531%
  1972.  
  1973. | Validation Epoch #388 Loss: 1.4153 NLLLoss: 1.4153 Acc@1: 56.84%
  1974.  
  1975. | Best Test Acc: Acc@1: 71.24%
  1976. | Epoch [389/1000] Iter[450/ 41] Loss: 1.1375 SupLoss: 0.5695 UsupLoss: 0.5527 NLLLoss: 0.2339 Acc@1: 95.753%
  1977.  
  1978. | Validation Epoch #389 Loss: 1.6377 NLLLoss: 1.6377 Acc@1: 59.02%
  1979.  
  1980. | Best Test Acc: Acc@1: 71.24%
  1981. | Epoch [390/1000] Iter[450/ 41] Loss: 1.1892 SupLoss: 0.5911 UsupLoss: 0.5819 NLLLoss: 0.2296 Acc@1: 95.582%
  1982.  
  1983. | Validation Epoch #390 Loss: 1.3347 NLLLoss: 1.3347 Acc@1: 62.18%
  1984.  
  1985. | Best Test Acc: Acc@1: 71.24%
  1986. | Epoch [391/1000] Iter[450/ 41] Loss: 2.1802 SupLoss: 1.4183 UsupLoss: 0.7400 NLLLoss: 0.8242 Acc@1: 82.616%
  1987.  
  1988. | Validation Epoch #391 Loss: 4.6085 NLLLoss: 4.6085 Acc@1: 38.08%
  1989.  
  1990. | Best Test Acc: Acc@1: 71.24%
  1991. | Epoch [392/1000] Iter[450/ 41] Loss: 1.9406 SupLoss: 1.6654 UsupLoss: 0.2495 NLLLoss: 1.5169 Acc@1: 48.662%
  1992.  
  1993. | Validation Epoch #392 Loss: 1.1022 NLLLoss: 1.1022 Acc@1: 64.16%
  1994.  
  1995. | Best Test Acc: Acc@1: 71.24%
  1996. | Epoch [393/1000] Iter[450/ 41] Loss: 1.3343 SupLoss: 0.7006 UsupLoss: 0.6150 NLLLoss: 0.3726 Acc@1: 92.149%
  1997.  
  1998. | Validation Epoch #393 Loss: 1.2925 NLLLoss: 1.2925 Acc@1: 60.50%
  1999.  
  2000. | Best Test Acc: Acc@1: 71.24%
  2001. | Epoch [394/1000] Iter[450/ 41] Loss: 1.3614 SupLoss: 0.7057 UsupLoss: 0.6371 NLLLoss: 0.3756 Acc@1: 92.158%
  2002.  
  2003. | Validation Epoch #394 Loss: 1.1454 NLLLoss: 1.1454 Acc@1: 64.80%
  2004.  
  2005. | Best Test Acc: Acc@1: 71.24%
  2006. | Epoch [395/1000] Iter[450/ 41] Loss: 1.3115 SupLoss: 0.6691 UsupLoss: 0.6254 NLLLoss: 0.3395 Acc@1: 93.220%
  2007.  
  2008. | Validation Epoch #395 Loss: 1.4154 NLLLoss: 1.4154 Acc@1: 58.12%
  2009.  
  2010. | Best Test Acc: Acc@1: 71.24%
  2011. | Epoch [396/1000] Iter[450/ 41] Loss: 1.3486 SupLoss: 0.6849 UsupLoss: 0.6460 NLLLoss: 0.3392 Acc@1: 93.109%
  2012.  
  2013. | Validation Epoch #396 Loss: 1.6422 NLLLoss: 1.6422 Acc@1: 52.46%
  2014.  
  2015. | Best Test Acc: Acc@1: 71.24%
  2016. | Epoch [397/1000] Iter[450/ 41] Loss: 1.3149 SupLoss: 0.6550 UsupLoss: 0.6416 NLLLoss: 0.3351 Acc@1: 93.382%
  2017.  
  2018. | Validation Epoch #397 Loss: 1.1787 NLLLoss: 1.1787 Acc@1: 61.20%
  2019.  
  2020. | Best Test Acc: Acc@1: 71.24%
  2021. | Epoch [398/1000] Iter[450/ 41] Loss: 1.3154 SupLoss: 0.6817 UsupLoss: 0.6152 NLLLoss: 0.3123 Acc@1: 93.700%
  2022.  
  2023. | Validation Epoch #398 Loss: 1.1536 NLLLoss: 1.1536 Acc@1: 63.90%
  2024.  
  2025. | Best Test Acc: Acc@1: 71.24%
  2026. | Epoch [399/1000] Iter[450/ 41] Loss: 1.2153 SupLoss: 0.6127 UsupLoss: 0.5853 NLLLoss: 0.2799 Acc@1: 94.782%
  2027.  
  2028. | Validation Epoch #399 Loss: 1.1506 NLLLoss: 1.1506 Acc@1: 65.06%
  2029.  
  2030. | Best Test Acc: Acc@1: 71.24%
  2031. | Epoch [400/1000] Iter[450/ 41] Loss: 1.1832 SupLoss: 0.6008 UsupLoss: 0.5663 NLLLoss: 0.2480 Acc@1: 95.380%
  2032.  
  2033. | Validation Epoch #400 Loss: 1.1153 NLLLoss: 1.1153 Acc@1: 65.48%
  2034.  
  2035. | Best Test Acc: Acc@1: 71.24%
  2036. | Epoch [401/1000] Iter[450/ 41] Loss: 1.1876 SupLoss: 0.5920 UsupLoss: 0.5796 NLLLoss: 0.2553 Acc@1: 95.298%
  2037.  
  2038. | Validation Epoch #401 Loss: 1.1680 NLLLoss: 1.1680 Acc@1: 64.02%
  2039.  
  2040. | Best Test Acc: Acc@1: 71.24%
  2041. | Epoch [402/1000] Iter[450/ 41] Loss: 1.1884 SupLoss: 0.5879 UsupLoss: 0.5839 NLLLoss: 0.2487 Acc@1: 95.473%
  2042.  
  2043. | Validation Epoch #402 Loss: 1.3010 NLLLoss: 1.3010 Acc@1: 62.14%
  2044.  
  2045. | Best Test Acc: Acc@1: 71.24%
  2046. | Epoch [403/1000] Iter[450/ 41] Loss: 1.1238 SupLoss: 0.5637 UsupLoss: 0.5441 NLLLoss: 0.2189 Acc@1: 96.164%
  2047.  
  2048. | Validation Epoch #403 Loss: 1.1308 NLLLoss: 1.1308 Acc@1: 63.52%
  2049.  
  2050. | Best Test Acc: Acc@1: 71.24%
  2051. | Epoch [404/1000] Iter[450/ 41] Loss: 1.1185 SupLoss: 0.5676 UsupLoss: 0.5353 NLLLoss: 0.2134 Acc@1: 96.242%
  2052.  
  2053. | Validation Epoch #404 Loss: 1.1829 NLLLoss: 1.1829 Acc@1: 64.94%
  2054.  
  2055. | Best Test Acc: Acc@1: 71.24%
  2056. | Epoch [405/1000] Iter[450/ 41] Loss: 1.1162 SupLoss: 0.5453 UsupLoss: 0.5550 NLLLoss: 0.2123 Acc@1: 96.529%
  2057.  
  2058. | Validation Epoch #405 Loss: 2.4360 NLLLoss: 2.4360 Acc@1: 43.84%
  2059.  
  2060. | Best Test Acc: Acc@1: 71.24%
  2061. | Epoch [406/1000] Iter[450/ 41] Loss: 1.0953 SupLoss: 0.5236 UsupLoss: 0.5551 NLLLoss: 0.2134 Acc@1: 96.256%
  2062.  
  2063. | Validation Epoch #406 Loss: 0.9779 NLLLoss: 0.9779 Acc@1: 69.36%
  2064.  
  2065. | Best Test Acc: Acc@1: 71.24%
  2066. | Epoch [407/1000] Iter[450/ 41] Loss: 1.0866 SupLoss: 0.5626 UsupLoss: 0.5087 NLLLoss: 0.2087 Acc@1: 96.700%
  2067.  
  2068. | Validation Epoch #407 Loss: 1.1861 NLLLoss: 1.1861 Acc@1: 63.68%
  2069.  
  2070. | Best Test Acc: Acc@1: 71.24%
  2071. | Epoch [408/1000] Iter[450/ 41] Loss: 1.1715 SupLoss: 0.5802 UsupLoss: 0.5754 NLLLoss: 0.2167 Acc@1: 96.078%
  2072.  
  2073. | Validation Epoch #408 Loss: 1.2644 NLLLoss: 1.2644 Acc@1: 64.06%
  2074.  
  2075. | Best Test Acc: Acc@1: 71.24%
  2076. | Epoch [409/1000] Iter[450/ 41] Loss: 1.2529 SupLoss: 0.6260 UsupLoss: 0.6099 NLLLoss: 0.2294 Acc@1: 95.427%
  2077.  
  2078. | Validation Epoch #409 Loss: 1.3188 NLLLoss: 1.3188 Acc@1: 60.36%
  2079.  
  2080. | Best Test Acc: Acc@1: 71.24%
  2081. | Epoch [410/1000] Iter[450/ 41] Loss: 1.3151 SupLoss: 0.6801 UsupLoss: 0.6167 NLLLoss: 0.2611 Acc@1: 94.124%
  2082.  
  2083. | Validation Epoch #410 Loss: 1.5667 NLLLoss: 1.5667 Acc@1: 57.64%
  2084.  
  2085. | Best Test Acc: Acc@1: 71.24%
  2086. | Epoch [411/1000] Iter[450/ 41] Loss: 1.4495 SupLoss: 0.7716 UsupLoss: 0.6597 NLLLoss: 0.2912 Acc@1: 93.627%
  2087.  
  2088. | Validation Epoch #411 Loss: 1.4480 NLLLoss: 1.4480 Acc@1: 60.24%
  2089.  
  2090. | Best Test Acc: Acc@1: 71.24%
  2091. | Epoch [412/1000] Iter[450/ 41] Loss: 1.2021 SupLoss: 0.5957 UsupLoss: 0.5873 NLLLoss: 0.2481 Acc@1: 95.093%
  2092.  
  2093. | Validation Epoch #412 Loss: 1.4215 NLLLoss: 1.4215 Acc@1: 59.06%
  2094.  
  2095. | Best Test Acc: Acc@1: 71.24%
  2096. | Epoch [413/1000] Iter[450/ 41] Loss: 1.1729 SupLoss: 0.5731 UsupLoss: 0.5829 NLLLoss: 0.2064 Acc@1: 96.358%
  2097.  
  2098. | Validation Epoch #413 Loss: 1.8015 NLLLoss: 1.8015 Acc@1: 51.14%
  2099.  
  2100. | Best Test Acc: Acc@1: 71.24%
  2101. | Epoch [414/1000] Iter[450/ 41] Loss: 1.1953 SupLoss: 0.5713 UsupLoss: 0.6063 NLLLoss: 0.2140 Acc@1: 96.176%
  2102.  
  2103. | Validation Epoch #414 Loss: 1.1676 NLLLoss: 1.1676 Acc@1: 65.94%
  2104.  
  2105. | Best Test Acc: Acc@1: 71.24%
  2106. | Epoch [415/1000] Iter[450/ 41] Loss: 1.2629 SupLoss: 0.6461 UsupLoss: 0.5984 NLLLoss: 0.2292 Acc@1: 95.587%
  2107.  
  2108. | Validation Epoch #415 Loss: 1.2327 NLLLoss: 1.2327 Acc@1: 63.60%
  2109.  
  2110. | Best Test Acc: Acc@1: 71.24%
  2111. | Epoch [416/1000] Iter[450/ 41] Loss: 1.3528 SupLoss: 0.6988 UsupLoss: 0.6345 NLLLoss: 0.2531 Acc@1: 94.249%
  2112.  
  2113. | Validation Epoch #416 Loss: 1.3697 NLLLoss: 1.3697 Acc@1: 59.50%
  2114.  
  2115. | Best Test Acc: Acc@1: 71.24%
  2116. | Epoch [417/1000] Iter[450/ 41] Loss: 3.8558 SupLoss: 3.1738 UsupLoss: 0.6518 NLLLoss: 2.4965 Acc@1: 59.173%
  2117.  
  2118. | Validation Epoch #417 Loss: 2.2981 NLLLoss: 2.2981 Acc@1: 11.30%
  2119.  
  2120. | Best Test Acc: Acc@1: 71.24%
  2121. | Epoch [418/1000] Iter[450/ 41] Loss: 1.8217 SupLoss: 1.5135 UsupLoss: 0.2867 NLLLoss: 1.3115 Acc@1: 54.631%
  2122.  
  2123. | Validation Epoch #418 Loss: 1.1332 NLLLoss: 1.1332 Acc@1: 66.36%
  2124.  
  2125. | Best Test Acc: Acc@1: 71.24%
  2126. | Epoch [419/1000] Iter[450/ 41] Loss: 1.3514 SupLoss: 0.6958 UsupLoss: 0.6343 NLLLoss: 0.3420 Acc@1: 92.951%
  2127.  
  2128. | Validation Epoch #419 Loss: 1.2958 NLLLoss: 1.2958 Acc@1: 62.98%
  2129.  
  2130. | Best Test Acc: Acc@1: 71.24%
  2131. | Epoch [420/1000] Iter[450/ 41] Loss: 1.3127 SupLoss: 0.6699 UsupLoss: 0.6242 NLLLoss: 0.2992 Acc@1: 93.947%
  2132.  
  2133. | Validation Epoch #420 Loss: 1.1606 NLLLoss: 1.1606 Acc@1: 63.18%
  2134.  
  2135. | Best Test Acc: Acc@1: 71.24%
  2136. | Epoch [421/1000] Iter[450/ 41] Loss: 1.1831 SupLoss: 0.5722 UsupLoss: 0.5935 NLLLoss: 0.2584 Acc@1: 95.309%
  2137.  
  2138. | Validation Epoch #421 Loss: 1.3020 NLLLoss: 1.3020 Acc@1: 64.16%
  2139.  
  2140. | Best Test Acc: Acc@1: 71.24%
  2141. | Epoch [422/1000] Iter[450/ 41] Loss: 1.1860 SupLoss: 0.6073 UsupLoss: 0.5625 NLLLoss: 0.2564 Acc@1: 95.344%
  2142.  
  2143. | Validation Epoch #422 Loss: 1.4623 NLLLoss: 1.4623 Acc@1: 52.44%
  2144.  
  2145. | Best Test Acc: Acc@1: 71.24%
  2146. | Epoch [423/1000] Iter[450/ 41] Loss: 1.1325 SupLoss: 0.5744 UsupLoss: 0.5421 NLLLoss: 0.2320 Acc@1: 95.900%
  2147.  
  2148. | Validation Epoch #423 Loss: 1.2773 NLLLoss: 1.2773 Acc@1: 64.00%
  2149.  
  2150. | Best Test Acc: Acc@1: 71.24%
  2151. | Epoch [424/1000] Iter[450/ 41] Loss: 1.1264 SupLoss: 0.5470 UsupLoss: 0.5630 NLLLoss: 0.2183 Acc@1: 96.173%
  2152.  
  2153. | Validation Epoch #424 Loss: 1.3508 NLLLoss: 1.3508 Acc@1: 59.56%
  2154.  
  2155. | Best Test Acc: Acc@1: 71.24%
  2156. | Epoch [425/1000] Iter[450/ 41] Loss: 1.1216 SupLoss: 0.5463 UsupLoss: 0.5585 NLLLoss: 0.2187 Acc@1: 96.131%
  2157.  
  2158. | Validation Epoch #425 Loss: 1.1433 NLLLoss: 1.1433 Acc@1: 64.32%
  2159.  
  2160. | Best Test Acc: Acc@1: 71.24%
  2161. | Epoch [426/1000] Iter[450/ 41] Loss: 1.0775 SupLoss: 0.5443 UsupLoss: 0.5165 NLLLoss: 0.2057 Acc@1: 96.618%
  2162.  
  2163. | Validation Epoch #426 Loss: 1.4191 NLLLoss: 1.4191 Acc@1: 61.58%
  2164.  
  2165. | Best Test Acc: Acc@1: 71.24%
  2166. | Epoch [427/1000] Iter[450/ 41] Loss: 1.1082 SupLoss: 0.5667 UsupLoss: 0.5260 NLLLoss: 0.2055 Acc@1: 96.740%
  2167.  
  2168. | Validation Epoch #427 Loss: 1.0731 NLLLoss: 1.0731 Acc@1: 65.48%
  2169.  
  2170. | Best Test Acc: Acc@1: 71.24%
  2171. | Epoch [428/1000] Iter[450/ 41] Loss: 1.1683 SupLoss: 0.5744 UsupLoss: 0.5772 NLLLoss: 0.2212 Acc@1: 96.049%
  2172.  
  2173. | Validation Epoch #428 Loss: 1.2236 NLLLoss: 1.2236 Acc@1: 63.62%
  2174.  
  2175. | Best Test Acc: Acc@1: 71.24%
  2176. | Epoch [429/1000] Iter[450/ 41] Loss: 1.1484 SupLoss: 0.5929 UsupLoss: 0.5387 NLLLoss: 0.2162 Acc@1: 96.380%
  2177.  
  2178. | Validation Epoch #429 Loss: 1.1478 NLLLoss: 1.1478 Acc@1: 65.72%
  2179.  
  2180. | Best Test Acc: Acc@1: 71.24%
  2181. | Epoch [430/1000] Iter[450/ 41] Loss: 1.1493 SupLoss: 0.5821 UsupLoss: 0.5511 NLLLoss: 0.2105 Acc@1: 96.473%
  2182.  
  2183. | Validation Epoch #430 Loss: 1.2073 NLLLoss: 1.2073 Acc@1: 65.02%
  2184.  
  2185. | Best Test Acc: Acc@1: 71.24%
  2186. | Epoch [431/1000] Iter[450/ 41] Loss: 1.2256 SupLoss: 0.6259 UsupLoss: 0.5829 NLLLoss: 0.2162 Acc@1: 96.289%
  2187.  
  2188. | Validation Epoch #431 Loss: 1.2141 NLLLoss: 1.2141 Acc@1: 62.36%
  2189.  
  2190. | Best Test Acc: Acc@1: 71.24%
  2191. | Epoch [432/1000] Iter[450/ 41] Loss: 1.1226 SupLoss: 0.5612 UsupLoss: 0.5452 NLLLoss: 0.2067 Acc@1: 96.478%
  2192.  
  2193. | Validation Epoch #432 Loss: 1.2193 NLLLoss: 1.2193 Acc@1: 63.30%
  2194.  
  2195. | Best Test Acc: Acc@1: 71.24%
  2196. | Epoch [433/1000] Iter[450/ 41] Loss: 1.2099 SupLoss: 0.6077 UsupLoss: 0.5856 NLLLoss: 0.2187 Acc@1: 95.947%
  2197.  
  2198. | Validation Epoch #433 Loss: 1.1652 NLLLoss: 1.1652 Acc@1: 66.06%
  2199.  
  2200. | Best Test Acc: Acc@1: 71.24%
  2201. | Epoch [434/1000] Iter[450/ 41] Loss: 1.3249 SupLoss: 0.6828 UsupLoss: 0.6242 NLLLoss: 0.2502 Acc@1: 94.604%
  2202.  
  2203. | Validation Epoch #434 Loss: 1.5014 NLLLoss: 1.5014 Acc@1: 59.20%
  2204.  
  2205. | Best Test Acc: Acc@1: 71.24%
  2206. | Epoch [435/1000] Iter[450/ 41] Loss: 1.7759 SupLoss: 0.9954 UsupLoss: 0.7564 NLLLoss: 0.4956 Acc@1: 87.062%
  2207.  
  2208. | Validation Epoch #435 Loss: 1.3591 NLLLoss: 1.3591 Acc@1: 63.40%
  2209.  
  2210. | Best Test Acc: Acc@1: 71.24%
  2211. | Epoch [436/1000] Iter[450/ 41] Loss: 4.1797 SupLoss: 3.4450 UsupLoss: 0.7008 NLLLoss: 2.8638 Acc@1: 66.169%
  2212.  
  2213. | Validation Epoch #436 Loss: 1.8287 NLLLoss: 1.8287 Acc@1: 35.54%
  2214.  
  2215. | Best Test Acc: Acc@1: 71.24%
  2216. | Epoch [437/1000] Iter[450/ 41] Loss: 1.3388 SupLoss: 0.7536 UsupLoss: 0.5589 NLLLoss: 0.4323 Acc@1: 88.547%
  2217.  
  2218. | Validation Epoch #437 Loss: 1.1779 NLLLoss: 1.1779 Acc@1: 65.30%
  2219.  
  2220. | Best Test Acc: Acc@1: 71.24%
  2221. | Epoch [438/1000] Iter[450/ 41] Loss: 1.2214 SupLoss: 0.5732 UsupLoss: 0.6300 NLLLoss: 0.2148 Acc@1: 95.787%
  2222.  
  2223. | Validation Epoch #438 Loss: 1.1358 NLLLoss: 1.1358 Acc@1: 65.34%
  2224.  
  2225. | Best Test Acc: Acc@1: 71.24%
  2226. | Epoch [439/1000] Iter[450/ 41] Loss: 1.4438 SupLoss: 0.7639 UsupLoss: 0.6606 NLLLoss: 0.3158 Acc@1: 92.876%
  2227.  
  2228. | Validation Epoch #439 Loss: 2.8841 NLLLoss: 2.8841 Acc@1: 40.76%
  2229.  
  2230. | Best Test Acc: Acc@1: 71.24%
  2231. | Epoch [440/1000] Iter[450/ 41] Loss: 3.6067 SupLoss: 3.0587 UsupLoss: 0.5116 NLLLoss: 2.5898 Acc@1: 42.458%
  2232.  
  2233. | Validation Epoch #440 Loss: 2.2664 NLLLoss: 2.2664 Acc@1: 13.20%
  2234.  
  2235. | Best Test Acc: Acc@1: 71.24%
  2236. | Epoch [441/1000] Iter[450/ 41] Loss: 1.4784 SupLoss: 1.0251 UsupLoss: 0.4319 NLLLoss: 0.7514 Acc@1: 77.756%
  2237.  
  2238. | Validation Epoch #441 Loss: 1.0073 NLLLoss: 1.0073 Acc@1: 68.66%
  2239.  
  2240. | Best Test Acc: Acc@1: 71.24%
  2241. | Epoch [442/1000] Iter[450/ 41] Loss: 1.2760 SupLoss: 0.6584 UsupLoss: 0.5979 NLLLoss: 0.3164 Acc@1: 93.687%
  2242.  
  2243. | Validation Epoch #442 Loss: 1.4027 NLLLoss: 1.4027 Acc@1: 59.08%
  2244.  
  2245. | Best Test Acc: Acc@1: 71.24%
  2246. | Epoch [443/1000] Iter[450/ 41] Loss: 1.2720 SupLoss: 0.6274 UsupLoss: 0.6262 NLLLoss: 0.2915 Acc@1: 94.349%
  2247.  
  2248. | Validation Epoch #443 Loss: 1.0026 NLLLoss: 1.0026 Acc@1: 68.46%
  2249.  
  2250. | Best Test Acc: Acc@1: 71.24%
  2251. | Epoch [444/1000] Iter[450/ 41] Loss: 1.2266 SupLoss: 0.6028 UsupLoss: 0.6061 NLLLoss: 0.2836 Acc@1: 94.578%
  2252.  
  2253. | Validation Epoch #444 Loss: 1.2386 NLLLoss: 1.2386 Acc@1: 63.52%
  2254.  
  2255. | Best Test Acc: Acc@1: 71.24%
  2256. | Epoch [445/1000] Iter[450/ 41] Loss: 1.2585 SupLoss: 0.6457 UsupLoss: 0.5955 NLLLoss: 0.2939 Acc@1: 94.282%
  2257.  
  2258. | Validation Epoch #445 Loss: 1.2564 NLLLoss: 1.2564 Acc@1: 63.20%
  2259.  
  2260. | Best Test Acc: Acc@1: 71.24%
  2261. | Epoch [446/1000] Iter[450/ 41] Loss: 1.2310 SupLoss: 0.6274 UsupLoss: 0.5859 NLLLoss: 0.2773 Acc@1: 94.956%
  2262.  
  2263. | Validation Epoch #446 Loss: 1.4407 NLLLoss: 1.4407 Acc@1: 58.66%
  2264.  
  2265. | Best Test Acc: Acc@1: 71.24%
  2266. | Epoch [447/1000] Iter[450/ 41] Loss: 1.2569 SupLoss: 0.6430 UsupLoss: 0.5962 NLLLoss: 0.2749 Acc@1: 95.047%
  2267.  
  2268. | Validation Epoch #447 Loss: 1.2484 NLLLoss: 1.2484 Acc@1: 62.26%
  2269.  
  2270. | Best Test Acc: Acc@1: 71.24%
  2271. | Epoch [448/1000] Iter[450/ 41] Loss: 1.2716 SupLoss: 0.6489 UsupLoss: 0.6057 NLLLoss: 0.2845 Acc@1: 94.884%
  2272.  
  2273. | Validation Epoch #448 Loss: 1.1797 NLLLoss: 1.1797 Acc@1: 65.06%
  2274.  
  2275. | Best Test Acc: Acc@1: 71.24%
  2276. | Epoch [449/1000] Iter[450/ 41] Loss: 1.2281 SupLoss: 0.6258 UsupLoss: 0.5857 NLLLoss: 0.2772 Acc@1: 94.933%
  2277.  
  2278. | Validation Epoch #449 Loss: 1.6336 NLLLoss: 1.6336 Acc@1: 51.18%
  2279.  
  2280. | Best Test Acc: Acc@1: 71.24%
  2281. | Epoch [450/1000] Iter[450/ 41] Loss: 1.2694 SupLoss: 0.6452 UsupLoss: 0.6072 NLLLoss: 0.2867 Acc@1: 94.460%
  2282.  
  2283. | Validation Epoch #450 Loss: 1.2860 NLLLoss: 1.2860 Acc@1: 61.14%
  2284.  
  2285. | Best Test Acc: Acc@1: 71.24%
  2286. | Epoch [451/1000] Iter[450/ 41] Loss: 1.1955 SupLoss: 0.5905 UsupLoss: 0.5874 NLLLoss: 0.2650 Acc@1: 95.140%
  2287.  
  2288. | Validation Epoch #451 Loss: 1.1945 NLLLoss: 1.1945 Acc@1: 63.76%
  2289.  
  2290. | Best Test Acc: Acc@1: 71.24%
  2291. | Epoch [452/1000] Iter[450/ 41] Loss: 1.1932 SupLoss: 0.6009 UsupLoss: 0.5747 NLLLoss: 0.2506 Acc@1: 95.369%
  2292.  
  2293. | Validation Epoch #452 Loss: 1.0658 NLLLoss: 1.0658 Acc@1: 67.10%
  2294.  
  2295. | Best Test Acc: Acc@1: 71.24%
  2296. | Epoch [453/1000] Iter[450/ 41] Loss: 1.1806 SupLoss: 0.5882 UsupLoss: 0.5750 NLLLoss: 0.2428 Acc@1: 95.591%
  2297.  
  2298. | Validation Epoch #453 Loss: 1.2751 NLLLoss: 1.2751 Acc@1: 64.12%
  2299.  
  2300. | Best Test Acc: Acc@1: 71.24%
  2301. | Epoch [454/1000] Iter[450/ 41] Loss: 1.1697 SupLoss: 0.5826 UsupLoss: 0.5697 NLLLoss: 0.2384 Acc@1: 95.760%
  2302.  
  2303. | Validation Epoch #454 Loss: 1.1808 NLLLoss: 1.1808 Acc@1: 62.90%
  2304.  
  2305. | Best Test Acc: Acc@1: 71.24%
  2306. | Epoch [455/1000] Iter[450/ 41] Loss: 1.1545 SupLoss: 0.5649 UsupLoss: 0.5716 NLLLoss: 0.2402 Acc@1: 95.847%
  2307.  
  2308. | Validation Epoch #455 Loss: 1.2528 NLLLoss: 1.2528 Acc@1: 64.02%
  2309.  
  2310. | Best Test Acc: Acc@1: 71.24%
  2311. | Epoch [456/1000] Iter[450/ 41] Loss: 1.2039 SupLoss: 0.5997 UsupLoss: 0.5866 NLLLoss: 0.2313 Acc@1: 95.869%
  2312.  
  2313. | Validation Epoch #456 Loss: 1.2703 NLLLoss: 1.2703 Acc@1: 62.98%
  2314.  
  2315. | Best Test Acc: Acc@1: 71.24%
  2316. | Epoch [457/1000] Iter[450/ 41] Loss: 1.2758 SupLoss: 0.6353 UsupLoss: 0.6221 NLLLoss: 0.2466 Acc@1: 95.047%
  2317.  
  2318. | Validation Epoch #457 Loss: 1.3980 NLLLoss: 1.3980 Acc@1: 56.74%
  2319.  
  2320. | Best Test Acc: Acc@1: 71.24%
  2321. | Epoch [458/1000] Iter[450/ 41] Loss: 1.3765 SupLoss: 0.7240 UsupLoss: 0.6338 NLLLoss: 0.2805 Acc@1: 93.624%
  2322.  
  2323. | Validation Epoch #458 Loss: 1.6975 NLLLoss: 1.6975 Acc@1: 56.34%
  2324.  
  2325. | Best Test Acc: Acc@1: 71.24%
  2326. | Epoch [459/1000] Iter[450/ 41] Loss: 3.6805 SupLoss: 2.8170 UsupLoss: 0.8358 NLLLoss: 2.1072 Acc@1: 72.529%
  2327.  
  2328. | Validation Epoch #459 Loss: 6.5271 NLLLoss: 6.5271 Acc@1: 29.34%
  2329.  
  2330. | Best Test Acc: Acc@1: 71.24%
  2331. | Epoch [460/1000] Iter[450/ 41] Loss: 5.8307 SupLoss: 5.0295 UsupLoss: 0.7322 NLLLoss: 4.4392 Acc@1: 44.018%
  2332.  
  2333. | Validation Epoch #460 Loss: 2.2942 NLLLoss: 2.2942 Acc@1: 12.96%
  2334.  
  2335. | Best Test Acc: Acc@1: 71.24%
  2336. | Epoch [461/1000] Iter[450/ 41] Loss: 2.3302 SupLoss: 2.2686 UsupLoss: 0.0045 NLLLoss: 2.2604 Acc@1: 14.553%
  2337.  
  2338. | Validation Epoch #461 Loss: 2.2296 NLLLoss: 2.2296 Acc@1: 15.90%
  2339.  
  2340. | Best Test Acc: Acc@1: 71.24%
  2341. | Epoch [462/1000] Iter[450/ 41] Loss: 2.0230 SupLoss: 1.9082 UsupLoss: 0.0914 NLLLoss: 1.8169 Acc@1: 34.244%
  2342.  
  2343. | Validation Epoch #462 Loss: 1.3917 NLLLoss: 1.3917 Acc@1: 50.52%
  2344.  
  2345. | Best Test Acc: Acc@1: 71.24%
  2346. | Epoch [463/1000] Iter[450/ 41] Loss: 1.5245 SupLoss: 0.9941 UsupLoss: 0.5062 NLLLoss: 0.7262 Acc@1: 79.267%
  2347.  
  2348. | Validation Epoch #463 Loss: 1.3673 NLLLoss: 1.3673 Acc@1: 58.28%
  2349.  
  2350. | Best Test Acc: Acc@1: 71.24%
  2351. | Epoch [464/1000] Iter[450/ 41] Loss: 1.3259 SupLoss: 0.7355 UsupLoss: 0.5693 NLLLoss: 0.3974 Acc@1: 91.002%
  2352.  
  2353. | Validation Epoch #464 Loss: 1.2137 NLLLoss: 1.2137 Acc@1: 63.44%
  2354.  
  2355. | Best Test Acc: Acc@1: 71.24%
  2356. | Epoch [465/1000] Iter[450/ 41] Loss: 1.2582 SupLoss: 0.6712 UsupLoss: 0.5689 NLLLoss: 0.3246 Acc@1: 93.404%
  2357.  
  2358. | Validation Epoch #465 Loss: 1.0855 NLLLoss: 1.0855 Acc@1: 65.18%
  2359.  
  2360. | Best Test Acc: Acc@1: 71.24%
  2361. | Epoch [466/1000] Iter[450/ 41] Loss: 1.2699 SupLoss: 0.6645 UsupLoss: 0.5861 NLLLoss: 0.3268 Acc@1: 93.322%
  2362.  
  2363. | Validation Epoch #466 Loss: 1.2868 NLLLoss: 1.2868 Acc@1: 61.46%
  2364.  
  2365. | Best Test Acc: Acc@1: 71.24%
  2366. | Epoch [467/1000] Iter[450/ 41] Loss: 1.2983 SupLoss: 0.6695 UsupLoss: 0.6102 NLLLoss: 0.3053 Acc@1: 93.813%
  2367.  
  2368. | Validation Epoch #467 Loss: 1.5626 NLLLoss: 1.5626 Acc@1: 55.64%
  2369.  
  2370. | Best Test Acc: Acc@1: 71.24%
  2371. | Epoch [468/1000] Iter[450/ 41] Loss: 1.3943 SupLoss: 0.7330 UsupLoss: 0.6421 NLLLoss: 0.3255 Acc@1: 92.718%
  2372.  
  2373. | Validation Epoch #468 Loss: 1.5086 NLLLoss: 1.5086 Acc@1: 56.66%
  2374.  
  2375. | Best Test Acc: Acc@1: 71.24%
  2376. | Epoch [469/1000] Iter[450/ 41] Loss: 1.7950 SupLoss: 1.0726 UsupLoss: 0.7012 NLLLoss: 0.6073 Acc@1: 89.427%
  2377.  
  2378. | Validation Epoch #469 Loss: 4.9771 NLLLoss: 4.9771 Acc@1: 13.46%
  2379.  
  2380. | Best Test Acc: Acc@1: 71.24%
  2381. | Epoch [470/1000] Iter[450/ 41] Loss: 2.3411 SupLoss: 2.2918 UsupLoss: 0.0079 NLLLoss: 2.2766 Acc@1: 15.813%
  2382.  
  2383. | Validation Epoch #470 Loss: 2.2423 NLLLoss: 2.2423 Acc@1: 15.82%
  2384.  
  2385. | Best Test Acc: Acc@1: 71.24%
  2386. | Epoch [471/1000] Iter[450/ 41] Loss: 2.2080 SupLoss: 2.1863 UsupLoss: 0.0128 NLLLoss: 2.1617 Acc@1: 19.760%
  2387.  
  2388. | Validation Epoch #471 Loss: 2.0324 NLLLoss: 2.0324 Acc@1: 23.66%
  2389.  
  2390. | Best Test Acc: Acc@1: 71.24%
  2391. | Epoch [472/1000] Iter[450/ 41] Loss: 1.4126 SupLoss: 1.1887 UsupLoss: 0.2089 NLLLoss: 0.9456 Acc@1: 72.331%
  2392.  
  2393. | Validation Epoch #472 Loss: 1.3607 NLLLoss: 1.3607 Acc@1: 57.22%
  2394.  
  2395. | Best Test Acc: Acc@1: 71.24%
  2396. | Epoch [473/1000] Iter[450/ 41] Loss: 1.2464 SupLoss: 0.7251 UsupLoss: 0.5011 NLLLoss: 0.3744 Acc@1: 92.107%
  2397.  
  2398. | Validation Epoch #473 Loss: 1.1936 NLLLoss: 1.1936 Acc@1: 64.10%
  2399.  
  2400. | Best Test Acc: Acc@1: 71.24%
  2401. | Epoch [474/1000] Iter[450/ 41] Loss: 1.3249 SupLoss: 0.7138 UsupLoss: 0.5919 NLLLoss: 0.3483 Acc@1: 92.798%
  2402.  
  2403. | Validation Epoch #474 Loss: 1.1120 NLLLoss: 1.1120 Acc@1: 65.50%
  2404.  
  2405. | Best Test Acc: Acc@1: 71.24%
  2406. | Epoch [475/1000] Iter[450/ 41] Loss: 1.2912 SupLoss: 0.6706 UsupLoss: 0.6029 NLLLoss: 0.3252 Acc@1: 93.498%
  2407.  
  2408. | Validation Epoch #475 Loss: 1.1970 NLLLoss: 1.1970 Acc@1: 64.28%
  2409.  
  2410. | Best Test Acc: Acc@1: 71.24%
  2411. | Epoch [476/1000] Iter[450/ 41] Loss: 1.2827 SupLoss: 0.6697 UsupLoss: 0.5951 NLLLoss: 0.3227 Acc@1: 93.300%
  2412.  
  2413. | Validation Epoch #476 Loss: 1.1538 NLLLoss: 1.1538 Acc@1: 63.96%
  2414.  
  2415. | Best Test Acc: Acc@1: 71.24%
  2416. | Epoch [477/1000] Iter[450/ 41] Loss: 1.2506 SupLoss: 0.6452 UsupLoss: 0.5880 NLLLoss: 0.3115 Acc@1: 93.749%
  2417.  
  2418. | Validation Epoch #477 Loss: 1.8955 NLLLoss: 1.8955 Acc@1: 52.22%
  2419.  
  2420. | Best Test Acc: Acc@1: 71.24%
  2421. | Epoch [478/1000] Iter[450/ 41] Loss: 1.1942 SupLoss: 0.5858 UsupLoss: 0.5910 NLLLoss: 0.2756 Acc@1: 94.600%
  2422.  
  2423. | Validation Epoch #478 Loss: 1.1560 NLLLoss: 1.1560 Acc@1: 65.50%
  2424.  
  2425. | Best Test Acc: Acc@1: 71.24%
  2426. | Epoch [479/1000] Iter[450/ 41] Loss: 1.1642 SupLoss: 0.6001 UsupLoss: 0.5477 NLLLoss: 0.2619 Acc@1: 95.287%
  2427.  
  2428. | Validation Epoch #479 Loss: 1.0516 NLLLoss: 1.0516 Acc@1: 67.86%
  2429.  
  2430. | Best Test Acc: Acc@1: 71.24%
  2431. | Epoch [480/1000] Iter[450/ 41] Loss: 1.1766 SupLoss: 0.5938 UsupLoss: 0.5662 NLLLoss: 0.2580 Acc@1: 95.180%
  2432.  
  2433. | Validation Epoch #480 Loss: 1.2105 NLLLoss: 1.2105 Acc@1: 62.28%
  2434.  
  2435. | Best Test Acc: Acc@1: 71.24%
  2436. | Epoch [481/1000] Iter[450/ 41] Loss: 1.1800 SupLoss: 0.5971 UsupLoss: 0.5662 NLLLoss: 0.2628 Acc@1: 95.233%
  2437.  
  2438. | Validation Epoch #481 Loss: 1.3053 NLLLoss: 1.3053 Acc@1: 60.30%
  2439.  
  2440. | Best Test Acc: Acc@1: 71.24%
  2441. | Epoch [482/1000] Iter[450/ 41] Loss: 1.1559 SupLoss: 0.6000 UsupLoss: 0.5396 NLLLoss: 0.2455 Acc@1: 95.844%
  2442.  
  2443. | Validation Epoch #482 Loss: 1.5754 NLLLoss: 1.5754 Acc@1: 53.68%
  2444.  
  2445. | Best Test Acc: Acc@1: 71.24%
  2446. | Epoch [483/1000] Iter[450/ 41] Loss: 1.2166 SupLoss: 0.6058 UsupLoss: 0.5931 NLLLoss: 0.2546 Acc@1: 95.096%
  2447.  
  2448. | Validation Epoch #483 Loss: 1.1166 NLLLoss: 1.1166 Acc@1: 63.70%
  2449.  
  2450. | Best Test Acc: Acc@1: 71.24%
  2451. | Epoch [484/1000] Iter[450/ 41] Loss: 1.2212 SupLoss: 0.6054 UsupLoss: 0.5990 NLLLoss: 0.2605 Acc@1: 94.933%
  2452.  
  2453. | Validation Epoch #484 Loss: 1.4460 NLLLoss: 1.4460 Acc@1: 54.42%
  2454.  
  2455. | Best Test Acc: Acc@1: 71.24%
  2456. | Epoch [485/1000] Iter[450/ 41] Loss: 1.1723 SupLoss: 0.5901 UsupLoss: 0.5653 NLLLoss: 0.2636 Acc@1: 95.113%
  2457.  
  2458. | Validation Epoch #485 Loss: 1.2637 NLLLoss: 1.2637 Acc@1: 62.02%
  2459.  
  2460. | Best Test Acc: Acc@1: 71.24%
  2461. | Epoch [486/1000] Iter[450/ 41] Loss: 1.1125 SupLoss: 0.5477 UsupLoss: 0.5479 NLLLoss: 0.2383 Acc@1: 95.920%
  2462.  
  2463. | Validation Epoch #486 Loss: 1.0161 NLLLoss: 1.0161 Acc@1: 68.32%
  2464.  
  2465. | Best Test Acc: Acc@1: 71.24%
  2466. | Epoch [487/1000] Iter[450/ 41] Loss: 1.2254 SupLoss: 0.6123 UsupLoss: 0.5967 NLLLoss: 0.2448 Acc@1: 95.462%
  2467.  
  2468. | Validation Epoch #487 Loss: 1.3351 NLLLoss: 1.3351 Acc@1: 57.88%
  2469.  
  2470. | Best Test Acc: Acc@1: 71.24%
  2471. | Epoch [488/1000] Iter[450/ 41] Loss: 1.1852 SupLoss: 0.5886 UsupLoss: 0.5800 NLLLoss: 0.2517 Acc@1: 95.393%
  2472.  
  2473. | Validation Epoch #488 Loss: 1.0213 NLLLoss: 1.0213 Acc@1: 68.48%
  2474.  
  2475. | Best Test Acc: Acc@1: 71.24%
  2476. | Epoch [489/1000] Iter[450/ 41] Loss: 1.1824 SupLoss: 0.6083 UsupLoss: 0.5578 NLLLoss: 0.2414 Acc@1: 95.920%
  2477.  
  2478. | Validation Epoch #489 Loss: 1.0682 NLLLoss: 1.0682 Acc@1: 66.62%
  2479.  
  2480. | Best Test Acc: Acc@1: 71.24%
  2481. | Epoch [490/1000] Iter[450/ 41] Loss: 1.1686 SupLoss: 0.5729 UsupLoss: 0.5792 NLLLoss: 0.2449 Acc@1: 95.542%
  2482.  
  2483. | Validation Epoch #490 Loss: 1.1205 NLLLoss: 1.1205 Acc@1: 63.52%
  2484.  
  2485. | Best Test Acc: Acc@1: 71.24%
  2486. | Epoch [491/1000] Iter[450/ 41] Loss: 1.2263 SupLoss: 0.6338 UsupLoss: 0.5755 NLLLoss: 0.2569 Acc@1: 95.216%
  2487.  
  2488. | Validation Epoch #491 Loss: 1.3138 NLLLoss: 1.3138 Acc@1: 59.74%
  2489.  
  2490. | Best Test Acc: Acc@1: 71.24%
  2491. | Epoch [492/1000] Iter[450/ 41] Loss: 1.1311 SupLoss: 0.5703 UsupLoss: 0.5438 NLLLoss: 0.2359 Acc@1: 95.976%
  2492.  
  2493. | Validation Epoch #492 Loss: 1.0533 NLLLoss: 1.0533 Acc@1: 68.02%
  2494.  
  2495. | Best Test Acc: Acc@1: 71.24%
  2496. | Epoch [493/1000] Iter[450/ 41] Loss: 1.1350 SupLoss: 0.5776 UsupLoss: 0.5412 NLLLoss: 0.2179 Acc@1: 96.256%
  2497.  
  2498. | Validation Epoch #493 Loss: 1.1005 NLLLoss: 1.1005 Acc@1: 65.90%
  2499.  
  2500. | Best Test Acc: Acc@1: 71.24%
  2501. | Epoch [494/1000] Iter[450/ 41] Loss: 1.1485 SupLoss: 0.5899 UsupLoss: 0.5429 NLLLoss: 0.2207 Acc@1: 96.247%
  2502.  
  2503. | Validation Epoch #494 Loss: 1.1200 NLLLoss: 1.1200 Acc@1: 66.62%
  2504.  
  2505. | Best Test Acc: Acc@1: 71.24%
  2506. | Epoch [495/1000] Iter[450/ 41] Loss: 1.1170 SupLoss: 0.5606 UsupLoss: 0.5402 NLLLoss: 0.2188 Acc@1: 96.371%
  2507.  
  2508. | Validation Epoch #495 Loss: 1.2781 NLLLoss: 1.2781 Acc@1: 62.64%
  2509.  
  2510. | Best Test Acc: Acc@1: 71.24%
  2511. | Epoch [496/1000] Iter[450/ 41] Loss: 1.1517 SupLoss: 0.5492 UsupLoss: 0.5858 NLLLoss: 0.2238 Acc@1: 95.929%
  2512.  
  2513. | Validation Epoch #496 Loss: 1.1064 NLLLoss: 1.1064 Acc@1: 67.48%
  2514.  
  2515. | Best Test Acc: Acc@1: 71.24%
  2516. | Epoch [497/1000] Iter[450/ 41] Loss: 1.1588 SupLoss: 0.5986 UsupLoss: 0.5439 NLLLoss: 0.2272 Acc@1: 96.067%
  2517.  
  2518. | Validation Epoch #497 Loss: 1.0181 NLLLoss: 1.0181 Acc@1: 68.24%
  2519.  
  2520. | Best Test Acc: Acc@1: 71.24%
  2521. | Epoch [498/1000] Iter[450/ 41] Loss: 1.0720 SupLoss: 0.5057 UsupLoss: 0.5501 NLLLoss: 0.2020 Acc@1: 96.629%
  2522.  
  2523. | Validation Epoch #498 Loss: 1.2907 NLLLoss: 1.2907 Acc@1: 59.90%
  2524.  
  2525. | Best Test Acc: Acc@1: 71.24%
  2526. | Epoch [499/1000] Iter[450/ 41] Loss: 1.1303 SupLoss: 0.5722 UsupLoss: 0.5423 NLLLoss: 0.2072 Acc@1: 96.578%
  2527.  
  2528. | Validation Epoch #499 Loss: 1.3139 NLLLoss: 1.3139 Acc@1: 60.20%
  2529.  
  2530. | Best Test Acc: Acc@1: 71.24%
  2531. | Epoch [500/1000] Iter[450/ 41] Loss: 1.0752 SupLoss: 0.4234 UsupLoss: 0.6378 NLLLoss: 0.1631 Acc@1: 96.800%
  2532.  
  2533. | Validation Epoch #500 Loss: 0.9414 NLLLoss: 0.9414 Acc@1: 72.48%
  2534.  
  2535. | Best Test Acc: Epoch #500 Loss: 0.9463 NLLLoss: 0.9463 Acc@1: 72.13%
  2536.  
  2537. | Best Test Acc: Acc@1: 72.13%
  2538. | Epoch [501/1000] Iter[450/ 41] Loss: 1.0963 SupLoss: 0.3951 UsupLoss: 0.6897 NLLLoss: 0.1177 Acc@1: 98.076%
  2539.  
  2540. | Validation Epoch #501 Loss: 0.9133 NLLLoss: 0.9133 Acc@1: 72.48%
  2541.  
  2542. | Best Test Acc: Acc@1: 72.13%
  2543. | Epoch [502/1000] Iter[450/ 41] Loss: 1.1560 SupLoss: 0.4084 UsupLoss: 0.7371 NLLLoss: 0.0988 Acc@1: 98.620%
  2544.  
  2545. | Validation Epoch #502 Loss: 0.9034 NLLLoss: 0.9034 Acc@1: 73.74%
  2546.  
  2547. | Best Test Acc: Epoch #502 Loss: 0.9481 NLLLoss: 0.9481 Acc@1: 73.03%
  2548.  
  2549. | Best Test Acc: Acc@1: 73.03%
  2550. | Epoch [503/1000] Iter[450/ 41] Loss: 1.1613 SupLoss: 0.3567 UsupLoss: 0.7946 NLLLoss: 0.0898 Acc@1: 98.809%
  2551.  
  2552. | Validation Epoch #503 Loss: 0.8641 NLLLoss: 0.8641 Acc@1: 75.10%
  2553.  
  2554. | Best Test Acc: Epoch #503 Loss: 0.8750 NLLLoss: 0.8750 Acc@1: 75.24%
  2555.  
  2556. | Best Test Acc: Acc@1: 75.24%
  2557. | Epoch [504/1000] Iter[450/ 41] Loss: 1.1682 SupLoss: 0.3764 UsupLoss: 0.7820 NLLLoss: 0.0873 Acc@1: 98.947%
  2558.  
  2559. | Validation Epoch #504 Loss: 0.9107 NLLLoss: 0.9107 Acc@1: 73.88%
  2560.  
  2561. | Best Test Acc: Acc@1: 75.24%
  2562. | Epoch [505/1000] Iter[450/ 41] Loss: 1.0924 SupLoss: 0.3506 UsupLoss: 0.7321 NLLLoss: 0.0799 Acc@1: 99.216%
  2563.  
  2564. | Validation Epoch #505 Loss: 0.8348 NLLLoss: 0.8348 Acc@1: 75.48%
  2565.  
  2566. | Best Test Acc: Epoch #505 Loss: 0.8418 NLLLoss: 0.8418 Acc@1: 75.61%
  2567.  
  2568. | Best Test Acc: Acc@1: 75.61%
  2569. | Epoch [506/1000] Iter[450/ 41] Loss: 1.0576 SupLoss: 0.3258 UsupLoss: 0.7224 NLLLoss: 0.0765 Acc@1: 99.267%
  2570.  
  2571. | Validation Epoch #506 Loss: 0.8220 NLLLoss: 0.8220 Acc@1: 75.90%
  2572.  
  2573. | Best Test Acc: Epoch #506 Loss: 0.8122 NLLLoss: 0.8122 Acc@1: 76.23%
  2574.  
  2575. | Best Test Acc: Acc@1: 76.23%
  2576. | Epoch [507/1000] Iter[450/ 41] Loss: 1.0668 SupLoss: 0.3184 UsupLoss: 0.7390 NLLLoss: 0.0740 Acc@1: 99.344%
  2577.  
  2578. | Validation Epoch #507 Loss: 0.8123 NLLLoss: 0.8123 Acc@1: 76.06%
  2579.  
  2580. | Best Test Acc: Epoch #507 Loss: 0.8319 NLLLoss: 0.8319 Acc@1: 75.45%
  2581.  
  2582. | Best Test Acc: Acc@1: 75.45%
  2583. | Epoch [508/1000] Iter[450/ 41] Loss: 1.0945 SupLoss: 0.3282 UsupLoss: 0.7568 NLLLoss: 0.0694 Acc@1: 99.458%
  2584.  
  2585. | Validation Epoch #508 Loss: 0.9087 NLLLoss: 0.9087 Acc@1: 74.38%
  2586.  
  2587. | Best Test Acc: Acc@1: 75.45%
  2588. | Epoch [509/1000] Iter[450/ 41] Loss: 1.1003 SupLoss: 0.3846 UsupLoss: 0.7066 NLLLoss: 0.0702 Acc@1: 99.347%
  2589.  
  2590. | Validation Epoch #509 Loss: 0.8461 NLLLoss: 0.8461 Acc@1: 75.52%
  2591.  
  2592. | Best Test Acc: Acc@1: 75.45%
  2593. | Epoch [510/1000] Iter[450/ 41] Loss: 1.0600 SupLoss: 0.3529 UsupLoss: 0.6983 NLLLoss: 0.0668 Acc@1: 99.518%
  2594.  
  2595. | Validation Epoch #510 Loss: 0.9147 NLLLoss: 0.9147 Acc@1: 74.02%
  2596.  
  2597. | Best Test Acc: Acc@1: 75.45%
  2598. | Epoch [511/1000] Iter[450/ 41] Loss: 1.0097 SupLoss: 0.3435 UsupLoss: 0.6574 NLLLoss: 0.0676 Acc@1: 99.469%
  2599.  
  2600. | Validation Epoch #511 Loss: 0.7884 NLLLoss: 0.7884 Acc@1: 76.64%
  2601.  
  2602. | Best Test Acc: Epoch #511 Loss: 0.8043 NLLLoss: 0.8043 Acc@1: 76.20%
  2603.  
  2604. | Best Test Acc: Acc@1: 76.20%
  2605. | Epoch [512/1000] Iter[450/ 41] Loss: 0.9782 SupLoss: 0.3291 UsupLoss: 0.6405 NLLLoss: 0.0687 Acc@1: 99.538%
  2606.  
  2607. | Validation Epoch #512 Loss: 0.8343 NLLLoss: 0.8343 Acc@1: 75.72%
  2608.  
  2609. | Best Test Acc: Acc@1: 76.20%
  2610. | Epoch [513/1000] Iter[450/ 41] Loss: 1.0066 SupLoss: 0.3363 UsupLoss: 0.6618 NLLLoss: 0.0642 Acc@1: 99.564%
  2611.  
  2612. | Validation Epoch #513 Loss: 0.8842 NLLLoss: 0.8842 Acc@1: 74.24%
  2613.  
  2614. | Best Test Acc: Acc@1: 76.20%
  2615. | Epoch [514/1000] Iter[450/ 41] Loss: 0.9479 SupLoss: 0.3106 UsupLoss: 0.6288 NLLLoss: 0.0612 Acc@1: 99.651%
  2616.  
  2617. | Validation Epoch #514 Loss: 0.7838 NLLLoss: 0.7838 Acc@1: 76.64%
  2618.  
  2619. | Best Test Acc: Acc@1: 76.20%
  2620. | Epoch [515/1000] Iter[450/ 41] Loss: 0.9403 SupLoss: 0.2876 UsupLoss: 0.6443 NLLLoss: 0.0614 Acc@1: 99.544%
  2621.  
  2622. | Validation Epoch #515 Loss: 0.8429 NLLLoss: 0.8429 Acc@1: 76.22%
  2623.  
  2624. | Best Test Acc: Acc@1: 76.20%
  2625. | Epoch [516/1000] Iter[450/ 41] Loss: 0.9611 SupLoss: 0.3006 UsupLoss: 0.6522 NLLLoss: 0.0577 Acc@1: 99.649%
  2626.  
  2627. | Validation Epoch #516 Loss: 0.8775 NLLLoss: 0.8775 Acc@1: 75.34%
  2628.  
  2629. | Best Test Acc: Acc@1: 76.20%
  2630. | Epoch [517/1000] Iter[450/ 41] Loss: 0.9572 SupLoss: 0.3286 UsupLoss: 0.6202 NLLLoss: 0.0620 Acc@1: 99.640%
  2631.  
  2632. | Validation Epoch #517 Loss: 0.8018 NLLLoss: 0.8018 Acc@1: 75.86%
  2633.  
  2634. | Best Test Acc: Acc@1: 76.20%
  2635. | Epoch [518/1000] Iter[450/ 41] Loss: 0.9435 SupLoss: 0.3117 UsupLoss: 0.6237 NLLLoss: 0.0590 Acc@1: 99.707%
  2636.  
  2637. | Validation Epoch #518 Loss: 0.9220 NLLLoss: 0.9220 Acc@1: 73.40%
  2638.  
  2639. | Best Test Acc: Acc@1: 76.20%
  2640. | Epoch [519/1000] Iter[450/ 41] Loss: 0.9420 SupLoss: 0.3457 UsupLoss: 0.5881 NLLLoss: 0.0601 Acc@1: 99.676%
  2641.  
  2642. | Validation Epoch #519 Loss: 0.8232 NLLLoss: 0.8232 Acc@1: 74.62%
  2643.  
  2644. | Best Test Acc: Acc@1: 76.20%
  2645. | Epoch [520/1000] Iter[450/ 41] Loss: 0.9586 SupLoss: 0.3348 UsupLoss: 0.6155 NLLLoss: 0.0589 Acc@1: 99.638%
  2646.  
  2647. | Validation Epoch #520 Loss: 0.8315 NLLLoss: 0.8315 Acc@1: 76.12%
  2648.  
  2649. | Best Test Acc: Acc@1: 76.20%
  2650. | Epoch [521/1000] Iter[450/ 41] Loss: 0.9628 SupLoss: 0.3060 UsupLoss: 0.6487 NLLLoss: 0.0602 Acc@1: 99.609%
  2651.  
  2652. | Validation Epoch #521 Loss: 0.8455 NLLLoss: 0.8455 Acc@1: 76.02%
  2653.  
  2654. | Best Test Acc: Acc@1: 76.20%
  2655. | Epoch [522/1000] Iter[450/ 41] Loss: 0.9609 SupLoss: 0.3456 UsupLoss: 0.6070 NLLLoss: 0.0612 Acc@1: 99.593%
  2656.  
  2657. | Validation Epoch #522 Loss: 0.8223 NLLLoss: 0.8223 Acc@1: 75.96%
  2658.  
  2659. | Best Test Acc: Acc@1: 76.20%
  2660. | Epoch [523/1000] Iter[450/ 41] Loss: 0.9164 SupLoss: 0.2893 UsupLoss: 0.6189 NLLLoss: 0.0604 Acc@1: 99.600%
  2661.  
  2662. | Validation Epoch #523 Loss: 0.8411 NLLLoss: 0.8411 Acc@1: 76.16%
  2663.  
  2664. | Best Test Acc: Acc@1: 76.20%
  2665. | Epoch [524/1000] Iter[450/ 41] Loss: 0.9218 SupLoss: 0.2999 UsupLoss: 0.6138 NLLLoss: 0.0578 Acc@1: 99.664%
  2666.  
  2667. | Validation Epoch #524 Loss: 0.8649 NLLLoss: 0.8649 Acc@1: 75.48%
  2668.  
  2669. | Best Test Acc: Acc@1: 76.20%
  2670. | Epoch [525/1000] Iter[450/ 41] Loss: 0.9405 SupLoss: 0.3241 UsupLoss: 0.6083 NLLLoss: 0.0596 Acc@1: 99.569%
  2671.  
  2672. | Validation Epoch #525 Loss: 0.7638 NLLLoss: 0.7638 Acc@1: 77.34%
  2673.  
  2674. | Best Test Acc: Epoch #525 Loss: 0.7697 NLLLoss: 0.7697 Acc@1: 76.95%
  2675.  
  2676. | Best Test Acc: Acc@1: 76.95%
  2677. | Epoch [526/1000] Iter[450/ 41] Loss: 0.9399 SupLoss: 0.3366 UsupLoss: 0.5952 NLLLoss: 0.0601 Acc@1: 99.598%
  2678.  
  2679. | Validation Epoch #526 Loss: 0.9384 NLLLoss: 0.9384 Acc@1: 73.60%
  2680.  
  2681. | Best Test Acc: Acc@1: 76.95%
  2682. | Epoch [527/1000] Iter[450/ 41] Loss: 0.9552 SupLoss: 0.3499 UsupLoss: 0.5974 NLLLoss: 0.0568 Acc@1: 99.684%
  2683.  
  2684. | Validation Epoch #527 Loss: 0.7999 NLLLoss: 0.7999 Acc@1: 76.52%
  2685.  
  2686. | Best Test Acc: Acc@1: 76.95%
  2687. | Epoch [528/1000] Iter[450/ 41] Loss: 0.8749 SupLoss: 0.2774 UsupLoss: 0.5897 NLLLoss: 0.0554 Acc@1: 99.724%
  2688.  
  2689. | Validation Epoch #528 Loss: 0.8447 NLLLoss: 0.8447 Acc@1: 75.66%
  2690.  
  2691. | Best Test Acc: Acc@1: 76.95%
  2692. | Epoch [529/1000] Iter[450/ 41] Loss: 0.9297 SupLoss: 0.3303 UsupLoss: 0.5917 NLLLoss: 0.0584 Acc@1: 99.636%
  2693.  
  2694. | Validation Epoch #529 Loss: 0.8175 NLLLoss: 0.8175 Acc@1: 77.02%
  2695.  
  2696. | Best Test Acc: Acc@1: 76.95%
  2697. | Epoch [530/1000] Iter[450/ 41] Loss: 0.9186 SupLoss: 0.3167 UsupLoss: 0.5941 NLLLoss: 0.0577 Acc@1: 99.647%
  2698.  
  2699. | Validation Epoch #530 Loss: 0.7954 NLLLoss: 0.7954 Acc@1: 76.64%
  2700.  
  2701. | Best Test Acc: Acc@1: 76.95%
  2702. | Epoch [531/1000] Iter[450/ 41] Loss: 0.9058 SupLoss: 0.3393 UsupLoss: 0.5588 NLLLoss: 0.0589 Acc@1: 99.629%
  2703.  
  2704. | Validation Epoch #531 Loss: 0.8139 NLLLoss: 0.8139 Acc@1: 75.98%
  2705.  
  2706. | Best Test Acc: Acc@1: 76.95%
  2707. | Epoch [532/1000] Iter[450/ 41] Loss: 0.9338 SupLoss: 0.3495 UsupLoss: 0.5766 NLLLoss: 0.0554 Acc@1: 99.749%
  2708.  
  2709. | Validation Epoch #532 Loss: 0.7822 NLLLoss: 0.7822 Acc@1: 76.56%
  2710.  
  2711. | Best Test Acc: Acc@1: 76.95%
  2712. | Epoch [533/1000] Iter[450/ 41] Loss: 0.9108 SupLoss: 0.3148 UsupLoss: 0.5883 NLLLoss: 0.0581 Acc@1: 99.580%
  2713.  
  2714. | Validation Epoch #533 Loss: 0.8991 NLLLoss: 0.8991 Acc@1: 74.90%
  2715.  
  2716. | Best Test Acc: Acc@1: 76.95%
  2717. | Epoch [534/1000] Iter[450/ 41] Loss: 0.8836 SupLoss: 0.3284 UsupLoss: 0.5474 NLLLoss: 0.0613 Acc@1: 99.607%
  2718.  
  2719. | Validation Epoch #534 Loss: 0.8196 NLLLoss: 0.8196 Acc@1: 77.12%
  2720.  
  2721. | Best Test Acc: Acc@1: 76.95%
  2722. | Epoch [535/1000] Iter[450/ 41] Loss: 0.8975 SupLoss: 0.3511 UsupLoss: 0.5388 NLLLoss: 0.0594 Acc@1: 99.653%
  2723.  
  2724. | Validation Epoch #535 Loss: 0.8466 NLLLoss: 0.8466 Acc@1: 75.80%
  2725.  
  2726. | Best Test Acc: Acc@1: 76.95%
  2727. | Epoch [536/1000] Iter[450/ 41] Loss: 0.8886 SupLoss: 0.3320 UsupLoss: 0.5490 NLLLoss: 0.0572 Acc@1: 99.720%
  2728.  
  2729. | Validation Epoch #536 Loss: 0.8218 NLLLoss: 0.8218 Acc@1: 75.98%
  2730.  
  2731. | Best Test Acc: Acc@1: 76.95%
  2732. | Epoch [537/1000] Iter[450/ 41] Loss: 0.9005 SupLoss: 0.3306 UsupLoss: 0.5622 NLLLoss: 0.0582 Acc@1: 99.647%
  2733.  
  2734. | Validation Epoch #537 Loss: 0.7849 NLLLoss: 0.7849 Acc@1: 76.66%
  2735.  
  2736. | Best Test Acc: Acc@1: 76.95%
  2737. | Epoch [538/1000] Iter[450/ 41] Loss: 0.8853 SupLoss: 0.3057 UsupLoss: 0.5720 NLLLoss: 0.0563 Acc@1: 99.629%
  2738.  
  2739. | Validation Epoch #538 Loss: 0.7842 NLLLoss: 0.7842 Acc@1: 76.78%
  2740.  
  2741. | Best Test Acc: Acc@1: 76.95%
  2742. | Epoch [539/1000] Iter[450/ 41] Loss: 0.9256 SupLoss: 0.3408 UsupLoss: 0.5772 NLLLoss: 0.0560 Acc@1: 99.653%
  2743.  
  2744. | Validation Epoch #539 Loss: 0.8441 NLLLoss: 0.8441 Acc@1: 75.44%
  2745.  
  2746. | Best Test Acc: Acc@1: 76.95%
  2747. | Epoch [540/1000] Iter[450/ 41] Loss: 0.8937 SupLoss: 0.3232 UsupLoss: 0.5627 NLLLoss: 0.0565 Acc@1: 99.653%
  2748.  
  2749. | Validation Epoch #540 Loss: 0.8496 NLLLoss: 0.8496 Acc@1: 75.80%
  2750.  
  2751. | Best Test Acc: Acc@1: 76.95%
  2752. | Epoch [541/1000] Iter[450/ 41] Loss: 0.8596 SupLoss: 0.2819 UsupLoss: 0.5700 NLLLoss: 0.0575 Acc@1: 99.627%
  2753.  
  2754. | Validation Epoch #541 Loss: 0.8784 NLLLoss: 0.8784 Acc@1: 74.86%
  2755.  
  2756. | Best Test Acc: Acc@1: 76.95%
  2757. | Epoch [542/1000] Iter[450/ 41] Loss: 0.8920 SupLoss: 0.3146 UsupLoss: 0.5696 NLLLoss: 0.0595 Acc@1: 99.560%
  2758.  
  2759. | Validation Epoch #542 Loss: 0.9278 NLLLoss: 0.9278 Acc@1: 74.02%
  2760.  
  2761. | Best Test Acc: Acc@1: 76.95%
  2762. | Epoch [543/1000] Iter[450/ 41] Loss: 0.9161 SupLoss: 0.3736 UsupLoss: 0.5349 NLLLoss: 0.0587 Acc@1: 99.584%
  2763.  
  2764. | Validation Epoch #543 Loss: 0.8158 NLLLoss: 0.8158 Acc@1: 76.44%
  2765.  
  2766. | Best Test Acc: Acc@1: 76.95%
  2767. | Epoch [544/1000] Iter[450/ 41] Loss: 0.8906 SupLoss: 0.3389 UsupLoss: 0.5442 NLLLoss: 0.0563 Acc@1: 99.651%
  2768.  
  2769. | Validation Epoch #544 Loss: 0.8514 NLLLoss: 0.8514 Acc@1: 76.64%
  2770.  
  2771. | Best Test Acc: Acc@1: 76.95%
  2772. | Epoch [545/1000] Iter[450/ 41] Loss: 0.8943 SupLoss: 0.3368 UsupLoss: 0.5499 NLLLoss: 0.0574 Acc@1: 99.600%
  2773.  
  2774. | Validation Epoch #545 Loss: 0.7857 NLLLoss: 0.7857 Acc@1: 76.64%
  2775.  
  2776. | Best Test Acc: Acc@1: 76.95%
  2777. | Epoch [546/1000] Iter[450/ 41] Loss: 0.9469 SupLoss: 0.3628 UsupLoss: 0.5765 NLLLoss: 0.0577 Acc@1: 99.580%
  2778.  
  2779. | Validation Epoch #546 Loss: 0.7870 NLLLoss: 0.7870 Acc@1: 76.98%
  2780.  
  2781. | Best Test Acc: Acc@1: 76.95%
  2782. | Epoch [547/1000] Iter[450/ 41] Loss: 0.9098 SupLoss: 0.3738 UsupLoss: 0.5283 NLLLoss: 0.0605 Acc@1: 99.627%
  2783.  
  2784. | Validation Epoch #547 Loss: 0.7635 NLLLoss: 0.7635 Acc@1: 77.46%
  2785.  
  2786. | Best Test Acc: Epoch #547 Loss: 0.7960 NLLLoss: 0.7960 Acc@1: 76.50%
  2787.  
  2788. | Best Test Acc: Acc@1: 76.50%
  2789. | Epoch [548/1000] Iter[450/ 41] Loss: 0.8445 SupLoss: 0.3059 UsupLoss: 0.5310 NLLLoss: 0.0587 Acc@1: 99.640%
  2790.  
  2791. | Validation Epoch #548 Loss: 0.8249 NLLLoss: 0.8249 Acc@1: 76.06%
  2792.  
  2793. | Best Test Acc: Acc@1: 76.50%
  2794. | Epoch [549/1000] Iter[450/ 41] Loss: 0.8912 SupLoss: 0.3110 UsupLoss: 0.5726 NLLLoss: 0.0580 Acc@1: 99.596%
  2795.  
  2796. | Validation Epoch #549 Loss: 0.8328 NLLLoss: 0.8328 Acc@1: 77.20%
  2797.  
  2798. | Best Test Acc: Acc@1: 76.50%
  2799. | Epoch [550/1000] Iter[450/ 41] Loss: 0.8794 SupLoss: 0.3115 UsupLoss: 0.5603 NLLLoss: 0.0569 Acc@1: 99.620%
  2800.  
  2801. | Validation Epoch #550 Loss: 0.8193 NLLLoss: 0.8193 Acc@1: 76.30%
  2802.  
  2803. | Best Test Acc: Acc@1: 76.50%
  2804. | Epoch [551/1000] Iter[450/ 41] Loss: 0.9195 SupLoss: 0.3376 UsupLoss: 0.5745 NLLLoss: 0.0569 Acc@1: 99.589%
  2805.  
  2806. | Validation Epoch #551 Loss: 0.8388 NLLLoss: 0.8388 Acc@1: 76.34%
  2807.  
  2808. | Best Test Acc: Acc@1: 76.50%
  2809. | Epoch [552/1000] Iter[450/ 41] Loss: 0.8798 SupLoss: 0.3221 UsupLoss: 0.5501 NLLLoss: 0.0560 Acc@1: 99.653%
  2810.  
  2811. | Validation Epoch #552 Loss: 0.7849 NLLLoss: 0.7849 Acc@1: 77.10%
  2812.  
  2813. | Best Test Acc: Acc@1: 76.50%
  2814. | Epoch [553/1000] Iter[450/ 41] Loss: 0.8790 SupLoss: 0.3282 UsupLoss: 0.5431 NLLLoss: 0.0554 Acc@1: 99.656%
  2815.  
  2816. | Validation Epoch #553 Loss: 0.8454 NLLLoss: 0.8454 Acc@1: 74.88%
  2817.  
  2818. | Best Test Acc: Acc@1: 76.50%
  2819. | Epoch [554/1000] Iter[450/ 41] Loss: 0.8595 SupLoss: 0.3145 UsupLoss: 0.5374 NLLLoss: 0.0560 Acc@1: 99.633%
  2820.  
  2821. | Validation Epoch #554 Loss: 0.8425 NLLLoss: 0.8425 Acc@1: 75.86%
  2822.  
  2823. | Best Test Acc: Acc@1: 76.50%
  2824. | Epoch [555/1000] Iter[450/ 41] Loss: 0.8971 SupLoss: 0.3174 UsupLoss: 0.5721 NLLLoss: 0.0581 Acc@1: 99.538%
  2825.  
  2826. | Validation Epoch #555 Loss: 0.8231 NLLLoss: 0.8231 Acc@1: 74.90%
  2827.  
  2828. | Best Test Acc: Acc@1: 76.50%
  2829. | Epoch [556/1000] Iter[450/ 41] Loss: 0.8979 SupLoss: 0.3417 UsupLoss: 0.5485 NLLLoss: 0.0574 Acc@1: 99.656%
  2830.  
  2831. | Validation Epoch #556 Loss: 0.8621 NLLLoss: 0.8621 Acc@1: 75.52%
  2832.  
  2833. | Best Test Acc: Acc@1: 76.50%
  2834. | Epoch [557/1000] Iter[450/ 41] Loss: 0.8658 SupLoss: 0.2855 UsupLoss: 0.5726 NLLLoss: 0.0546 Acc@1: 99.600%
  2835.  
  2836. | Validation Epoch #557 Loss: 0.8050 NLLLoss: 0.8050 Acc@1: 75.64%
  2837.  
  2838. | Best Test Acc: Acc@1: 76.50%
  2839. | Epoch [558/1000] Iter[450/ 41] Loss: 0.9245 SupLoss: 0.3417 UsupLoss: 0.5751 NLLLoss: 0.0562 Acc@1: 99.589%
  2840.  
  2841. | Validation Epoch #558 Loss: 0.8391 NLLLoss: 0.8391 Acc@1: 76.98%
  2842.  
  2843. | Best Test Acc: Acc@1: 76.50%
  2844. | Epoch [559/1000] Iter[450/ 41] Loss: 0.8983 SupLoss: 0.3561 UsupLoss: 0.5344 NLLLoss: 0.0588 Acc@1: 99.596%
  2845.  
  2846. | Validation Epoch #559 Loss: 0.8221 NLLLoss: 0.8221 Acc@1: 76.88%
  2847.  
  2848. | Best Test Acc: Acc@1: 76.50%
  2849. | Epoch [560/1000] Iter[450/ 41] Loss: 0.8928 SupLoss: 0.3236 UsupLoss: 0.5617 NLLLoss: 0.0583 Acc@1: 99.571%
  2850.  
  2851. | Validation Epoch #560 Loss: 0.7470 NLLLoss: 0.7470 Acc@1: 77.78%
  2852.  
  2853. | Best Test Acc: Epoch #560 Loss: 0.7740 NLLLoss: 0.7740 Acc@1: 77.43%
  2854.  
  2855. | Best Test Acc: Acc@1: 77.43%
  2856. | Epoch [561/1000] Iter[450/ 41] Loss: 0.8499 SupLoss: 0.3055 UsupLoss: 0.5368 NLLLoss: 0.0549 Acc@1: 99.651%
  2857.  
  2858. | Validation Epoch #561 Loss: 0.7556 NLLLoss: 0.7556 Acc@1: 77.24%
  2859.  
  2860. | Best Test Acc: Acc@1: 77.43%
  2861. | Epoch [562/1000] Iter[450/ 41] Loss: 0.8727 SupLoss: 0.3191 UsupLoss: 0.5461 NLLLoss: 0.0572 Acc@1: 99.629%
  2862.  
  2863. | Validation Epoch #562 Loss: 0.8473 NLLLoss: 0.8473 Acc@1: 74.56%
  2864.  
  2865. | Best Test Acc: Acc@1: 77.43%
  2866. | Epoch [563/1000] Iter[450/ 41] Loss: 0.8441 SupLoss: 0.3023 UsupLoss: 0.5344 NLLLoss: 0.0559 Acc@1: 99.664%
  2867.  
  2868. | Validation Epoch #563 Loss: 0.8523 NLLLoss: 0.8523 Acc@1: 75.46%
  2869.  
  2870. | Best Test Acc: Acc@1: 77.43%
  2871. | Epoch [564/1000] Iter[450/ 41] Loss: 0.8705 SupLoss: 0.3056 UsupLoss: 0.5574 NLLLoss: 0.0547 Acc@1: 99.704%
  2872.  
  2873. | Validation Epoch #564 Loss: 0.8605 NLLLoss: 0.8605 Acc@1: 74.82%
  2874.  
  2875. | Best Test Acc: Acc@1: 77.43%
  2876. | Epoch [565/1000] Iter[450/ 41] Loss: 0.8695 SupLoss: 0.3346 UsupLoss: 0.5275 NLLLoss: 0.0586 Acc@1: 99.591%
  2877.  
  2878. | Validation Epoch #565 Loss: 0.8027 NLLLoss: 0.8027 Acc@1: 76.36%
  2879.  
  2880. | Best Test Acc: Acc@1: 77.43%
  2881. | Epoch [566/1000] Iter[450/ 41] Loss: 0.8438 SupLoss: 0.2965 UsupLoss: 0.5399 NLLLoss: 0.0562 Acc@1: 99.649%
  2882.  
  2883. | Validation Epoch #566 Loss: 0.7904 NLLLoss: 0.7904 Acc@1: 77.30%
  2884.  
  2885. | Best Test Acc: Acc@1: 77.43%
  2886. | Epoch [567/1000] Iter[450/ 41] Loss: 0.8482 SupLoss: 0.3120 UsupLoss: 0.5288 NLLLoss: 0.0554 Acc@1: 99.742%
  2887.  
  2888. | Validation Epoch #567 Loss: 0.8332 NLLLoss: 0.8332 Acc@1: 75.88%
  2889.  
  2890. | Best Test Acc: Acc@1: 77.43%
  2891. | Epoch [568/1000] Iter[450/ 41] Loss: 0.8286 SupLoss: 0.3127 UsupLoss: 0.5085 NLLLoss: 0.0547 Acc@1: 99.733%
  2892.  
  2893. | Validation Epoch #568 Loss: 0.7817 NLLLoss: 0.7817 Acc@1: 75.74%
  2894.  
  2895. | Best Test Acc: Acc@1: 77.43%
  2896. | Epoch [569/1000] Iter[450/ 41] Loss: 0.8347 SupLoss: 0.2731 UsupLoss: 0.5542 NLLLoss: 0.0543 Acc@1: 99.644%
  2897.  
  2898. | Validation Epoch #569 Loss: 0.8325 NLLLoss: 0.8325 Acc@1: 75.86%
  2899.  
  2900. | Best Test Acc: Acc@1: 77.43%
  2901. | Epoch [570/1000] Iter[450/ 41] Loss: 0.8662 SupLoss: 0.3294 UsupLoss: 0.5293 NLLLoss: 0.0565 Acc@1: 99.653%
  2902.  
  2903. | Validation Epoch #570 Loss: 0.8477 NLLLoss: 0.8477 Acc@1: 75.22%
  2904.  
  2905. | Best Test Acc: Acc@1: 77.43%
  2906. | Epoch [571/1000] Iter[450/ 41] Loss: 0.8466 SupLoss: 0.2983 UsupLoss: 0.5409 NLLLoss: 0.0515 Acc@1: 99.724%
  2907.  
  2908. | Validation Epoch #571 Loss: 0.9215 NLLLoss: 0.9215 Acc@1: 73.42%
  2909.  
  2910. | Best Test Acc: Acc@1: 77.43%
  2911. | Epoch [572/1000] Iter[450/ 41] Loss: 0.8670 SupLoss: 0.3288 UsupLoss: 0.5309 NLLLoss: 0.0554 Acc@1: 99.669%
  2912.  
  2913. | Validation Epoch #572 Loss: 0.8737 NLLLoss: 0.8737 Acc@1: 76.00%
  2914.  
  2915. | Best Test Acc: Acc@1: 77.43%
  2916. | Epoch [573/1000] Iter[450/ 41] Loss: 0.9059 SupLoss: 0.3387 UsupLoss: 0.5597 NLLLoss: 0.0566 Acc@1: 99.576%
  2917.  
  2918. | Validation Epoch #573 Loss: 0.7719 NLLLoss: 0.7719 Acc@1: 77.04%
  2919.  
  2920. | Best Test Acc: Acc@1: 77.43%
  2921. | Epoch [574/1000] Iter[450/ 41] Loss: 0.8432 SupLoss: 0.3194 UsupLoss: 0.5164 NLLLoss: 0.0558 Acc@1: 99.669%
  2922.  
  2923. | Validation Epoch #574 Loss: 0.8390 NLLLoss: 0.8390 Acc@1: 75.24%
  2924.  
  2925. | Best Test Acc: Acc@1: 77.43%
  2926. | Epoch [575/1000] Iter[450/ 41] Loss: 0.8314 SupLoss: 0.3034 UsupLoss: 0.5207 NLLLoss: 0.0534 Acc@1: 99.704%
  2927.  
  2928. | Validation Epoch #575 Loss: 0.8304 NLLLoss: 0.8304 Acc@1: 75.24%
  2929.  
  2930. | Best Test Acc: Acc@1: 77.43%
  2931. | Epoch [576/1000] Iter[450/ 41] Loss: 0.8802 SupLoss: 0.3273 UsupLoss: 0.5456 NLLLoss: 0.0550 Acc@1: 99.684%
  2932.  
  2933. | Validation Epoch #576 Loss: 0.8042 NLLLoss: 0.8042 Acc@1: 76.82%
  2934.  
  2935. | Best Test Acc: Acc@1: 77.43%
  2936. | Epoch [577/1000] Iter[450/ 41] Loss: 0.8636 SupLoss: 0.3043 UsupLoss: 0.5519 NLLLoss: 0.0552 Acc@1: 99.631%
  2937.  
  2938. | Validation Epoch #577 Loss: 0.8158 NLLLoss: 0.8158 Acc@1: 77.52%
  2939.  
  2940. | Best Test Acc: Acc@1: 77.43%
  2941. | Epoch [578/1000] Iter[450/ 41] Loss: 0.8323 SupLoss: 0.2950 UsupLoss: 0.5298 NLLLoss: 0.0560 Acc@1: 99.629%
  2942.  
  2943. | Validation Epoch #578 Loss: 0.8110 NLLLoss: 0.8110 Acc@1: 75.94%
  2944.  
  2945. | Best Test Acc: Acc@1: 77.43%
  2946. | Epoch [579/1000] Iter[450/ 41] Loss: 0.8992 SupLoss: 0.3524 UsupLoss: 0.5394 NLLLoss: 0.0542 Acc@1: 99.649%
  2947.  
  2948. | Validation Epoch #579 Loss: 0.8887 NLLLoss: 0.8887 Acc@1: 74.12%
  2949.  
  2950. | Best Test Acc: Acc@1: 77.43%
  2951. | Epoch [580/1000] Iter[450/ 41] Loss: 0.8473 SupLoss: 0.3190 UsupLoss: 0.5211 NLLLoss: 0.0572 Acc@1: 99.647%
  2952.  
  2953. | Validation Epoch #580 Loss: 0.8628 NLLLoss: 0.8628 Acc@1: 76.18%
  2954.  
  2955. | Best Test Acc: Acc@1: 77.43%
  2956. | Epoch [581/1000] Iter[450/ 41] Loss: 0.8790 SupLoss: 0.3405 UsupLoss: 0.5313 NLLLoss: 0.0558 Acc@1: 99.633%
  2957.  
  2958. | Validation Epoch #581 Loss: 0.8241 NLLLoss: 0.8241 Acc@1: 75.14%
  2959.  
  2960. | Best Test Acc: Acc@1: 77.43%
  2961. | Epoch [582/1000] Iter[450/ 41] Loss: 0.8803 SupLoss: 0.3221 UsupLoss: 0.5509 NLLLoss: 0.0536 Acc@1: 99.609%
  2962.  
  2963. | Validation Epoch #582 Loss: 0.8389 NLLLoss: 0.8389 Acc@1: 75.74%
  2964.  
  2965. | Best Test Acc: Acc@1: 77.43%
  2966. | Epoch [583/1000] Iter[450/ 41] Loss: 0.9019 SupLoss: 0.3665 UsupLoss: 0.5281 NLLLoss: 0.0574 Acc@1: 99.591%
  2967.  
  2968. | Validation Epoch #583 Loss: 0.7838 NLLLoss: 0.7838 Acc@1: 76.90%
  2969.  
  2970. | Best Test Acc: Acc@1: 77.43%
  2971. | Epoch [584/1000] Iter[450/ 41] Loss: 0.8272 SupLoss: 0.3026 UsupLoss: 0.5173 NLLLoss: 0.0536 Acc@1: 99.711%
  2972.  
  2973. | Validation Epoch #584 Loss: 0.8385 NLLLoss: 0.8385 Acc@1: 75.62%
  2974.  
  2975. | Best Test Acc: Acc@1: 77.43%
  2976. | Epoch [585/1000] Iter[450/ 41] Loss: 0.8847 SupLoss: 0.3204 UsupLoss: 0.5570 NLLLoss: 0.0547 Acc@1: 99.700%
  2977.  
  2978. | Validation Epoch #585 Loss: 0.8098 NLLLoss: 0.8098 Acc@1: 76.84%
  2979.  
  2980. | Best Test Acc: Acc@1: 77.43%
  2981. | Epoch [586/1000] Iter[450/ 41] Loss: 0.8812 SupLoss: 0.3508 UsupLoss: 0.5229 NLLLoss: 0.0561 Acc@1: 99.687%
  2982.  
  2983. | Validation Epoch #586 Loss: 0.7703 NLLLoss: 0.7703 Acc@1: 77.10%
  2984.  
  2985. | Best Test Acc: Acc@1: 77.43%
  2986. | Epoch [587/1000] Iter[450/ 41] Loss: 0.8754 SupLoss: 0.3150 UsupLoss: 0.5530 NLLLoss: 0.0547 Acc@1: 99.618%
  2987.  
  2988. | Validation Epoch #587 Loss: 0.8233 NLLLoss: 0.8233 Acc@1: 76.08%
  2989.  
  2990. | Best Test Acc: Acc@1: 77.43%
  2991. | Epoch [588/1000] Iter[450/ 41] Loss: 0.8128 SupLoss: 0.3278 UsupLoss: 0.4777 NLLLoss: 0.0560 Acc@1: 99.711%
  2992.  
  2993. | Validation Epoch #588 Loss: 0.7889 NLLLoss: 0.7889 Acc@1: 76.86%
  2994.  
  2995. | Best Test Acc: Acc@1: 77.43%
  2996. | Epoch [589/1000] Iter[450/ 41] Loss: 0.8596 SupLoss: 0.3452 UsupLoss: 0.5071 NLLLoss: 0.0522 Acc@1: 99.733%
  2997.  
  2998. | Validation Epoch #589 Loss: 0.7896 NLLLoss: 0.7896 Acc@1: 76.60%
  2999.  
  3000. | Best Test Acc: Acc@1: 77.43%
  3001. | Epoch [590/1000] Iter[450/ 41] Loss: 0.8586 SupLoss: 0.3149 UsupLoss: 0.5364 NLLLoss: 0.0530 Acc@1: 99.636%
  3002.  
  3003. | Validation Epoch #590 Loss: 0.8150 NLLLoss: 0.8150 Acc@1: 76.62%
  3004.  
  3005. | Best Test Acc: Acc@1: 77.43%
  3006. | Epoch [591/1000] Iter[450/ 41] Loss: 0.8709 SupLoss: 0.3568 UsupLoss: 0.5068 NLLLoss: 0.0581 Acc@1: 99.642%
  3007.  
  3008. | Validation Epoch #591 Loss: 0.8371 NLLLoss: 0.8371 Acc@1: 73.58%
  3009.  
  3010. | Best Test Acc: Acc@1: 77.43%
  3011. | Epoch [592/1000] Iter[450/ 41] Loss: 0.8193 SupLoss: 0.3134 UsupLoss: 0.4988 NLLLoss: 0.0548 Acc@1: 99.671%
  3012.  
  3013. | Validation Epoch #592 Loss: 0.8471 NLLLoss: 0.8471 Acc@1: 76.00%
  3014.  
  3015. | Best Test Acc: Acc@1: 77.43%
  3016. | Epoch [593/1000] Iter[450/ 41] Loss: 0.8497 SupLoss: 0.2976 UsupLoss: 0.5448 NLLLoss: 0.0516 Acc@1: 99.716%
  3017.  
  3018. | Validation Epoch #593 Loss: 0.8234 NLLLoss: 0.8234 Acc@1: 76.22%
  3019.  
  3020. | Best Test Acc: Acc@1: 77.43%
  3021. | Epoch [594/1000] Iter[450/ 41] Loss: 0.8094 SupLoss: 0.2788 UsupLoss: 0.5232 NLLLoss: 0.0524 Acc@1: 99.669%
  3022.  
  3023. | Validation Epoch #594 Loss: 0.8122 NLLLoss: 0.8122 Acc@1: 76.16%
  3024.  
  3025. | Best Test Acc: Acc@1: 77.43%
  3026. | Epoch [595/1000] Iter[450/ 41] Loss: 0.8961 SupLoss: 0.3353 UsupLoss: 0.5535 NLLLoss: 0.0531 Acc@1: 99.580%
  3027.  
  3028. | Validation Epoch #595 Loss: 0.7431 NLLLoss: 0.7431 Acc@1: 77.56%
  3029.  
  3030. | Best Test Acc: Acc@1: 77.43%
  3031. | Epoch [596/1000] Iter[450/ 41] Loss: 0.8299 SupLoss: 0.3093 UsupLoss: 0.5132 NLLLoss: 0.0531 Acc@1: 99.656%
  3032.  
  3033. | Validation Epoch #596 Loss: 0.7951 NLLLoss: 0.7951 Acc@1: 76.76%
  3034.  
  3035. | Best Test Acc: Acc@1: 77.43%
  3036. | Epoch [597/1000] Iter[450/ 41] Loss: 0.8616 SupLoss: 0.3250 UsupLoss: 0.5293 NLLLoss: 0.0511 Acc@1: 99.660%
  3037.  
  3038. | Validation Epoch #597 Loss: 0.9130 NLLLoss: 0.9130 Acc@1: 74.40%
  3039.  
  3040. | Best Test Acc: Acc@1: 77.43%
  3041. | Epoch [598/1000] Iter[450/ 41] Loss: 0.8851 SupLoss: 0.3392 UsupLoss: 0.5385 NLLLoss: 0.0543 Acc@1: 99.653%
  3042.  
  3043. | Validation Epoch #598 Loss: 0.7488 NLLLoss: 0.7488 Acc@1: 78.04%
  3044.  
  3045. | Best Test Acc: Epoch #598 Loss: 0.7709 NLLLoss: 0.7709 Acc@1: 77.57%
  3046.  
  3047. | Best Test Acc: Acc@1: 77.57%
  3048. | Epoch [599/1000] Iter[450/ 41] Loss: 0.8201 SupLoss: 0.3167 UsupLoss: 0.4961 NLLLoss: 0.0541 Acc@1: 99.709%
  3049.  
  3050. | Validation Epoch #599 Loss: 0.7716 NLLLoss: 0.7716 Acc@1: 77.04%
  3051.  
  3052. | Best Test Acc: Acc@1: 77.57%
  3053. | Epoch [600/1000] Iter[450/ 41] Loss: 0.8978 SupLoss: 0.3436 UsupLoss: 0.5469 NLLLoss: 0.0523 Acc@1: 99.684%
  3054.  
  3055. | Validation Epoch #600 Loss: 0.7644 NLLLoss: 0.7644 Acc@1: 77.32%
  3056.  
  3057. | Best Test Acc: Acc@1: 77.57%
  3058. | Epoch [601/1000] Iter[450/ 41] Loss: 0.8708 SupLoss: 0.3156 UsupLoss: 0.5478 NLLLoss: 0.0546 Acc@1: 99.564%
  3059.  
  3060. | Validation Epoch #601 Loss: 0.7733 NLLLoss: 0.7733 Acc@1: 77.48%
  3061.  
  3062. | Best Test Acc: Acc@1: 77.57%
  3063. | Epoch [602/1000] Iter[450/ 41] Loss: 0.8843 SupLoss: 0.3245 UsupLoss: 0.5524 NLLLoss: 0.0547 Acc@1: 99.633%
  3064.  
  3065. | Validation Epoch #602 Loss: 0.7410 NLLLoss: 0.7410 Acc@1: 77.48%
  3066.  
  3067. | Best Test Acc: Acc@1: 77.57%
  3068. | Epoch [603/1000] Iter[450/ 41] Loss: 0.8612 SupLoss: 0.3308 UsupLoss: 0.5229 NLLLoss: 0.0572 Acc@1: 99.636%
  3069.  
  3070. | Validation Epoch #603 Loss: 0.9080 NLLLoss: 0.9080 Acc@1: 74.24%
  3071.  
  3072. | Best Test Acc: Acc@1: 77.57%
  3073. | Epoch [604/1000] Iter[450/ 41] Loss: 0.8602 SupLoss: 0.3089 UsupLoss: 0.5439 NLLLoss: 0.0527 Acc@1: 99.660%
  3074.  
  3075. | Validation Epoch #604 Loss: 0.8276 NLLLoss: 0.8276 Acc@1: 76.74%
  3076.  
  3077. | Best Test Acc: Acc@1: 77.57%
  3078. | Epoch [605/1000] Iter[450/ 41] Loss: 0.8573 SupLoss: 0.2978 UsupLoss: 0.5522 NLLLoss: 0.0538 Acc@1: 99.607%
  3079.  
  3080. | Validation Epoch #605 Loss: 0.8663 NLLLoss: 0.8663 Acc@1: 76.32%
  3081.  
  3082. | Best Test Acc: Acc@1: 77.57%
  3083. | Epoch [606/1000] Iter[450/ 41] Loss: 0.8325 SupLoss: 0.3222 UsupLoss: 0.5029 NLLLoss: 0.0541 Acc@1: 99.627%
  3084.  
  3085. | Validation Epoch #606 Loss: 0.8111 NLLLoss: 0.8111 Acc@1: 76.40%
  3086.  
  3087. | Best Test Acc: Acc@1: 77.57%
  3088. | Epoch [607/1000] Iter[450/ 41] Loss: 0.8349 SupLoss: 0.3099 UsupLoss: 0.5176 NLLLoss: 0.0507 Acc@1: 99.678%
  3089.  
  3090. | Validation Epoch #607 Loss: 0.8316 NLLLoss: 0.8316 Acc@1: 75.64%
  3091.  
  3092. | Best Test Acc: Acc@1: 77.57%
  3093. | Epoch [608/1000] Iter[450/ 41] Loss: 0.8775 SupLoss: 0.3385 UsupLoss: 0.5315 NLLLoss: 0.0516 Acc@1: 99.693%
  3094.  
  3095. | Validation Epoch #608 Loss: 0.9272 NLLLoss: 0.9272 Acc@1: 74.72%
  3096.  
  3097. | Best Test Acc: Acc@1: 77.57%
  3098. | Epoch [609/1000] Iter[450/ 41] Loss: 0.8633 SupLoss: 0.3117 UsupLoss: 0.5441 NLLLoss: 0.0527 Acc@1: 99.662%
  3099.  
  3100. | Validation Epoch #609 Loss: 0.8621 NLLLoss: 0.8621 Acc@1: 75.16%
  3101.  
  3102. | Best Test Acc: Acc@1: 77.57%
  3103. | Epoch [610/1000] Iter[450/ 41] Loss: 0.8266 SupLoss: 0.3042 UsupLoss: 0.5149 NLLLoss: 0.0518 Acc@1: 99.669%
  3104.  
  3105. | Validation Epoch #610 Loss: 0.8375 NLLLoss: 0.8375 Acc@1: 74.76%
  3106.  
  3107. | Best Test Acc: Acc@1: 77.57%
  3108. | Epoch [611/1000] Iter[450/ 41] Loss: 0.7875 SupLoss: 0.3217 UsupLoss: 0.4586 NLLLoss: 0.0511 Acc@1: 99.756%
  3109.  
  3110. | Validation Epoch #611 Loss: 0.8071 NLLLoss: 0.8071 Acc@1: 76.58%
  3111.  
  3112. | Best Test Acc: Acc@1: 77.57%
  3113. | Epoch [612/1000] Iter[450/ 41] Loss: 0.8235 SupLoss: 0.3063 UsupLoss: 0.5099 NLLLoss: 0.0497 Acc@1: 99.729%
  3114.  
  3115. | Validation Epoch #612 Loss: 0.7692 NLLLoss: 0.7692 Acc@1: 77.38%
  3116.  
  3117. | Best Test Acc: Acc@1: 77.57%
  3118. | Epoch [613/1000] Iter[450/ 41] Loss: 0.8366 SupLoss: 0.3197 UsupLoss: 0.5094 NLLLoss: 0.0493 Acc@1: 99.676%
  3119.  
  3120. | Validation Epoch #613 Loss: 0.8540 NLLLoss: 0.8540 Acc@1: 76.56%
  3121.  
  3122. | Best Test Acc: Acc@1: 77.57%
  3123. | Epoch [614/1000] Iter[450/ 41] Loss: 0.8391 SupLoss: 0.3307 UsupLoss: 0.5010 NLLLoss: 0.0510 Acc@1: 99.731%
  3124.  
  3125. | Validation Epoch #614 Loss: 0.8248 NLLLoss: 0.8248 Acc@1: 76.32%
  3126.  
  3127. | Best Test Acc: Acc@1: 77.57%
  3128. | Epoch [615/1000] Iter[450/ 41] Loss: 0.8338 SupLoss: 0.3066 UsupLoss: 0.5198 NLLLoss: 0.0512 Acc@1: 99.671%
  3129.  
  3130. | Validation Epoch #615 Loss: 0.8206 NLLLoss: 0.8206 Acc@1: 76.12%
  3131.  
  3132. | Best Test Acc: Acc@1: 77.57%
  3133. | Epoch [616/1000] Iter[450/ 41] Loss: 0.8172 SupLoss: 0.2854 UsupLoss: 0.5243 NLLLoss: 0.0499 Acc@1: 99.638%
  3134.  
  3135. | Validation Epoch #616 Loss: 0.8337 NLLLoss: 0.8337 Acc@1: 76.32%
  3136.  
  3137. | Best Test Acc: Acc@1: 77.57%
  3138. | Epoch [617/1000] Iter[450/ 41] Loss: 0.8466 SupLoss: 0.3188 UsupLoss: 0.5203 NLLLoss: 0.0528 Acc@1: 99.667%
  3139.  
  3140. | Validation Epoch #617 Loss: 0.8170 NLLLoss: 0.8170 Acc@1: 76.00%
  3141.  
  3142. | Best Test Acc: Acc@1: 77.57%
  3143. | Epoch [618/1000] Iter[450/ 41] Loss: 0.8356 SupLoss: 0.3138 UsupLoss: 0.5145 NLLLoss: 0.0516 Acc@1: 99.711%
  3144.  
  3145. | Validation Epoch #618 Loss: 0.7690 NLLLoss: 0.7690 Acc@1: 77.28%
  3146.  
  3147. | Best Test Acc: Acc@1: 77.57%
  3148. | Epoch [619/1000] Iter[450/ 41] Loss: 0.8289 SupLoss: 0.3051 UsupLoss: 0.5163 NLLLoss: 0.0512 Acc@1: 99.698%
  3149.  
  3150. | Validation Epoch #619 Loss: 0.7522 NLLLoss: 0.7522 Acc@1: 76.92%
  3151.  
  3152. | Best Test Acc: Acc@1: 77.57%
  3153. | Epoch [620/1000] Iter[450/ 41] Loss: 0.7799 SupLoss: 0.2818 UsupLoss: 0.4907 NLLLoss: 0.0516 Acc@1: 99.689%
  3154.  
  3155. | Validation Epoch #620 Loss: 0.9502 NLLLoss: 0.9502 Acc@1: 73.32%
  3156.  
  3157. | Best Test Acc: Acc@1: 77.57%
  3158. | Epoch [621/1000] Iter[450/ 41] Loss: 0.8112 SupLoss: 0.2869 UsupLoss: 0.5168 NLLLoss: 0.0486 Acc@1: 99.707%
  3159.  
  3160. | Validation Epoch #621 Loss: 0.8669 NLLLoss: 0.8669 Acc@1: 75.60%
  3161.  
  3162. | Best Test Acc: Acc@1: 77.57%
  3163. | Epoch [622/1000] Iter[450/ 41] Loss: 0.8752 SupLoss: 0.3273 UsupLoss: 0.5404 NLLLoss: 0.0529 Acc@1: 99.602%
  3164.  
  3165. | Validation Epoch #622 Loss: 0.8203 NLLLoss: 0.8203 Acc@1: 76.04%
  3166.  
  3167. | Best Test Acc: Acc@1: 77.57%
  3168. | Epoch [623/1000] Iter[450/ 41] Loss: 0.8140 SupLoss: 0.2819 UsupLoss: 0.5248 NLLLoss: 0.0489 Acc@1: 99.691%
  3169.  
  3170. | Validation Epoch #623 Loss: 0.7699 NLLLoss: 0.7699 Acc@1: 78.36%
  3171.  
  3172. | Best Test Acc: Epoch #623 Loss: 0.7881 NLLLoss: 0.7881 Acc@1: 78.35%
  3173.  
  3174. | Best Test Acc: Acc@1: 78.35%
  3175. | Epoch [624/1000] Iter[450/ 41] Loss: 0.8648 SupLoss: 0.3135 UsupLoss: 0.5438 NLLLoss: 0.0503 Acc@1: 99.649%
  3176.  
  3177. | Validation Epoch #624 Loss: 0.7383 NLLLoss: 0.7383 Acc@1: 78.06%
  3178.  
  3179. | Best Test Acc: Acc@1: 78.35%
  3180. | Epoch [625/1000] Iter[450/ 41] Loss: 0.8277 SupLoss: 0.3314 UsupLoss: 0.4888 NLLLoss: 0.0513 Acc@1: 99.660%
  3181.  
  3182. | Validation Epoch #625 Loss: 0.8169 NLLLoss: 0.8169 Acc@1: 76.96%
  3183.  
  3184. | Best Test Acc: Acc@1: 78.35%
  3185. | Epoch [626/1000] Iter[450/ 41] Loss: 0.8117 SupLoss: 0.2855 UsupLoss: 0.5188 NLLLoss: 0.0482 Acc@1: 99.736%
  3186.  
  3187. | Validation Epoch #626 Loss: 0.7983 NLLLoss: 0.7983 Acc@1: 77.76%
  3188.  
  3189. | Best Test Acc: Acc@1: 78.35%
  3190. | Epoch [627/1000] Iter[450/ 41] Loss: 0.8236 SupLoss: 0.3123 UsupLoss: 0.5039 NLLLoss: 0.0513 Acc@1: 99.620%
  3191.  
  3192. | Validation Epoch #627 Loss: 0.8548 NLLLoss: 0.8548 Acc@1: 75.20%
  3193.  
  3194. | Best Test Acc: Acc@1: 78.35%
  3195. | Epoch [628/1000] Iter[450/ 41] Loss: 0.8442 SupLoss: 0.3136 UsupLoss: 0.5231 NLLLoss: 0.0518 Acc@1: 99.589%
  3196.  
  3197. | Validation Epoch #628 Loss: 0.7863 NLLLoss: 0.7863 Acc@1: 76.48%
  3198.  
  3199. | Best Test Acc: Acc@1: 78.35%
  3200. | Epoch [629/1000] Iter[450/ 41] Loss: 0.8476 SupLoss: 0.3238 UsupLoss: 0.5164 NLLLoss: 0.0505 Acc@1: 99.676%
  3201.  
  3202. | Validation Epoch #629 Loss: 0.8809 NLLLoss: 0.8809 Acc@1: 74.54%
  3203.  
  3204. | Best Test Acc: Acc@1: 78.35%
  3205. | Epoch [630/1000] Iter[450/ 41] Loss: 0.8258 SupLoss: 0.3038 UsupLoss: 0.5147 NLLLoss: 0.0489 Acc@1: 99.658%
  3206.  
  3207. | Validation Epoch #630 Loss: 0.8472 NLLLoss: 0.8472 Acc@1: 75.14%
  3208.  
  3209. | Best Test Acc: Acc@1: 78.35%
  3210. | Epoch [631/1000] Iter[450/ 41] Loss: 0.8320 SupLoss: 0.3131 UsupLoss: 0.5114 NLLLoss: 0.0505 Acc@1: 99.658%
  3211.  
  3212. | Validation Epoch #631 Loss: 0.8005 NLLLoss: 0.8005 Acc@1: 76.92%
  3213.  
  3214. | Best Test Acc: Acc@1: 78.35%
  3215. | Epoch [632/1000] Iter[450/ 41] Loss: 0.7839 SupLoss: 0.2630 UsupLoss: 0.5134 NLLLoss: 0.0476 Acc@1: 99.698%
  3216.  
  3217. | Validation Epoch #632 Loss: 0.8039 NLLLoss: 0.8039 Acc@1: 76.16%
  3218.  
  3219. | Best Test Acc: Acc@1: 78.35%
  3220. | Epoch [633/1000] Iter[450/ 41] Loss: 0.8379 SupLoss: 0.3070 UsupLoss: 0.5234 NLLLoss: 0.0483 Acc@1: 99.727%
  3221.  
  3222. | Validation Epoch #633 Loss: 0.7835 NLLLoss: 0.7835 Acc@1: 75.50%
  3223.  
  3224. | Best Test Acc: Acc@1: 78.35%
  3225. | Epoch [634/1000] Iter[450/ 41] Loss: 0.8309 SupLoss: 0.2849 UsupLoss: 0.5384 NLLLoss: 0.0505 Acc@1: 99.649%
  3226.  
  3227. | Validation Epoch #634 Loss: 0.8579 NLLLoss: 0.8579 Acc@1: 76.38%
  3228.  
  3229. | Best Test Acc: Acc@1: 78.35%
  3230. | Epoch [635/1000] Iter[450/ 41] Loss: 0.8504 SupLoss: 0.3293 UsupLoss: 0.5135 NLLLoss: 0.0489 Acc@1: 99.684%
  3231.  
  3232. | Validation Epoch #635 Loss: 0.7454 NLLLoss: 0.7454 Acc@1: 77.34%
  3233.  
  3234. | Best Test Acc: Acc@1: 78.35%
  3235. | Epoch [636/1000] Iter[450/ 41] Loss: 0.7795 SupLoss: 0.2824 UsupLoss: 0.4897 NLLLoss: 0.0474 Acc@1: 99.738%
  3236.  
  3237. | Validation Epoch #636 Loss: 0.7956 NLLLoss: 0.7956 Acc@1: 77.36%
  3238.  
  3239. | Best Test Acc: Acc@1: 78.35%
  3240. | Epoch [637/1000] Iter[450/ 41] Loss: 0.8245 SupLoss: 0.3134 UsupLoss: 0.5038 NLLLoss: 0.0509 Acc@1: 99.656%
  3241.  
  3242. | Validation Epoch #637 Loss: 0.8608 NLLLoss: 0.8608 Acc@1: 75.20%
  3243.  
  3244. | Best Test Acc: Acc@1: 78.35%
  3245. | Epoch [638/1000] Iter[450/ 41] Loss: 0.8236 SupLoss: 0.3036 UsupLoss: 0.5125 NLLLoss: 0.0490 Acc@1: 99.680%
  3246.  
  3247. | Validation Epoch #638 Loss: 0.7701 NLLLoss: 0.7701 Acc@1: 77.56%
  3248.  
  3249. | Best Test Acc: Acc@1: 78.35%
  3250. | Epoch [639/1000] Iter[450/ 41] Loss: 0.8315 SupLoss: 0.3069 UsupLoss: 0.5172 NLLLoss: 0.0530 Acc@1: 99.607%
  3251.  
  3252. | Validation Epoch #639 Loss: 0.8239 NLLLoss: 0.8239 Acc@1: 77.42%
  3253.  
  3254. | Best Test Acc: Acc@1: 78.35%
  3255. | Epoch [640/1000] Iter[450/ 41] Loss: 0.8614 SupLoss: 0.3186 UsupLoss: 0.5352 NLLLoss: 0.0500 Acc@1: 99.631%
  3256.  
  3257. | Validation Epoch #640 Loss: 0.8188 NLLLoss: 0.8188 Acc@1: 75.54%
  3258.  
  3259. | Best Test Acc: Acc@1: 78.35%
  3260. | Epoch [641/1000] Iter[450/ 41] Loss: 0.8348 SupLoss: 0.3087 UsupLoss: 0.5185 NLLLoss: 0.0525 Acc@1: 99.678%
  3261.  
  3262. | Validation Epoch #641 Loss: 0.7585 NLLLoss: 0.7585 Acc@1: 76.88%
  3263.  
  3264. | Best Test Acc: Acc@1: 78.35%
  3265. | Epoch [642/1000] Iter[450/ 41] Loss: 0.8087 SupLoss: 0.3248 UsupLoss: 0.4763 NLLLoss: 0.0509 Acc@1: 99.720%
  3266.  
  3267. | Validation Epoch #642 Loss: 0.8443 NLLLoss: 0.8443 Acc@1: 76.18%
  3268.  
  3269. | Best Test Acc: Acc@1: 78.35%
  3270. | Epoch [643/1000] Iter[450/ 41] Loss: 0.7780 SupLoss: 0.3186 UsupLoss: 0.4520 NLLLoss: 0.0488 Acc@1: 99.747%
  3271.  
  3272. | Validation Epoch #643 Loss: 0.7607 NLLLoss: 0.7607 Acc@1: 77.88%
  3273.  
  3274. | Best Test Acc: Acc@1: 78.35%
  3275. | Epoch [644/1000] Iter[450/ 41] Loss: 0.8455 SupLoss: 0.3175 UsupLoss: 0.5206 NLLLoss: 0.0471 Acc@1: 99.642%
  3276.  
  3277. | Validation Epoch #644 Loss: 0.7724 NLLLoss: 0.7724 Acc@1: 77.36%
  3278.  
  3279. | Best Test Acc: Acc@1: 78.35%
  3280. | Epoch [645/1000] Iter[450/ 41] Loss: 0.8074 SupLoss: 0.2978 UsupLoss: 0.5020 NLLLoss: 0.0466 Acc@1: 99.682%
  3281.  
  3282. | Validation Epoch #645 Loss: 0.8294 NLLLoss: 0.8294 Acc@1: 76.70%
  3283.  
  3284. | Best Test Acc: Acc@1: 78.35%
  3285. | Epoch [646/1000] Iter[450/ 41] Loss: 0.8440 SupLoss: 0.3153 UsupLoss: 0.5212 NLLLoss: 0.0483 Acc@1: 99.698%
  3286.  
  3287. | Validation Epoch #646 Loss: 0.9267 NLLLoss: 0.9267 Acc@1: 74.86%
  3288.  
  3289. | Best Test Acc: Acc@1: 78.35%
  3290. | Epoch [647/1000] Iter[450/ 41] Loss: 0.8596 SupLoss: 0.3346 UsupLoss: 0.5175 NLLLoss: 0.0492 Acc@1: 99.638%
  3291.  
  3292. | Validation Epoch #647 Loss: 0.7427 NLLLoss: 0.7427 Acc@1: 78.60%
  3293.  
  3294. | Best Test Acc: Epoch #647 Loss: 0.7597 NLLLoss: 0.7597 Acc@1: 77.69%
  3295.  
  3296. | Best Test Acc: Acc@1: 77.69%
  3297. | Epoch [648/1000] Iter[450/ 41] Loss: 0.8539 SupLoss: 0.3424 UsupLoss: 0.5039 NLLLoss: 0.0496 Acc@1: 99.598%
  3298.  
  3299. | Validation Epoch #648 Loss: 0.7709 NLLLoss: 0.7709 Acc@1: 77.52%
  3300.  
  3301. | Best Test Acc: Acc@1: 77.69%
  3302. | Epoch [649/1000] Iter[450/ 41] Loss: 0.8101 SupLoss: 0.3137 UsupLoss: 0.4889 NLLLoss: 0.0519 Acc@1: 99.689%
  3303.  
  3304. | Validation Epoch #649 Loss: 0.7694 NLLLoss: 0.7694 Acc@1: 78.08%
  3305.  
  3306. | Best Test Acc: Acc@1: 77.69%
  3307. | Epoch [650/1000] Iter[450/ 41] Loss: 0.8033 SupLoss: 0.3157 UsupLoss: 0.4803 NLLLoss: 0.0486 Acc@1: 99.760%
  3308.  
  3309. | Validation Epoch #650 Loss: 0.7985 NLLLoss: 0.7985 Acc@1: 77.76%
  3310.  
  3311. | Best Test Acc: Acc@1: 77.69%
  3312. | Epoch [651/1000] Iter[450/ 41] Loss: 0.8149 SupLoss: 0.3058 UsupLoss: 0.5018 NLLLoss: 0.0480 Acc@1: 99.720%
  3313.  
  3314. | Validation Epoch #651 Loss: 0.7383 NLLLoss: 0.7383 Acc@1: 77.82%
  3315.  
  3316. | Best Test Acc: Acc@1: 77.69%
  3317. | Epoch [652/1000] Iter[450/ 41] Loss: 0.8465 SupLoss: 0.3327 UsupLoss: 0.5064 NLLLoss: 0.0479 Acc@1: 99.658%
  3318.  
  3319. | Validation Epoch #652 Loss: 0.8072 NLLLoss: 0.8072 Acc@1: 76.76%
  3320.  
  3321. | Best Test Acc: Acc@1: 77.69%
  3322. | Epoch [653/1000] Iter[450/ 41] Loss: 0.8584 SupLoss: 0.3412 UsupLoss: 0.5096 NLLLoss: 0.0496 Acc@1: 99.618%
  3323.  
  3324. | Validation Epoch #653 Loss: 0.8656 NLLLoss: 0.8656 Acc@1: 76.18%
  3325.  
  3326. | Best Test Acc: Acc@1: 77.69%
  3327. | Epoch [654/1000] Iter[450/ 41] Loss: 0.8693 SupLoss: 0.3343 UsupLoss: 0.5275 NLLLoss: 0.0486 Acc@1: 99.662%
  3328.  
  3329. | Validation Epoch #654 Loss: 0.7835 NLLLoss: 0.7835 Acc@1: 76.38%
  3330.  
  3331. | Best Test Acc: Acc@1: 77.69%
  3332. | Epoch [655/1000] Iter[450/ 41] Loss: 0.8039 SupLoss: 0.2835 UsupLoss: 0.5129 NLLLoss: 0.0466 Acc@1: 99.653%
  3333.  
  3334. | Validation Epoch #655 Loss: 0.7853 NLLLoss: 0.7853 Acc@1: 77.36%
  3335.  
  3336. | Best Test Acc: Acc@1: 77.69%
  3337. | Epoch [656/1000] Iter[450/ 41] Loss: 0.7911 SupLoss: 0.2880 UsupLoss: 0.4956 NLLLoss: 0.0479 Acc@1: 99.704%
  3338.  
  3339. | Validation Epoch #656 Loss: 0.8390 NLLLoss: 0.8390 Acc@1: 75.50%
  3340.  
  3341. | Best Test Acc: Acc@1: 77.69%
  3342. | Epoch [657/1000] Iter[450/ 41] Loss: 0.8512 SupLoss: 0.3244 UsupLoss: 0.5190 NLLLoss: 0.0483 Acc@1: 99.680%
  3343.  
  3344. | Validation Epoch #657 Loss: 0.7524 NLLLoss: 0.7524 Acc@1: 76.76%
  3345.  
  3346. | Best Test Acc: Acc@1: 77.69%
  3347. | Epoch [658/1000] Iter[450/ 41] Loss: 0.8026 SupLoss: 0.3086 UsupLoss: 0.4864 NLLLoss: 0.0479 Acc@1: 99.709%
  3348.  
  3349. | Validation Epoch #658 Loss: 0.8132 NLLLoss: 0.8132 Acc@1: 76.34%
  3350.  
  3351. | Best Test Acc: Acc@1: 77.69%
  3352. | Epoch [659/1000] Iter[450/ 41] Loss: 0.8615 SupLoss: 0.3529 UsupLoss: 0.5011 NLLLoss: 0.0484 Acc@1: 99.676%
  3353.  
  3354. | Validation Epoch #659 Loss: 0.8528 NLLLoss: 0.8528 Acc@1: 75.40%
  3355.  
  3356. | Best Test Acc: Acc@1: 77.69%
  3357. | Epoch [660/1000] Iter[450/ 41] Loss: 0.8158 SupLoss: 0.2886 UsupLoss: 0.5196 NLLLoss: 0.0496 Acc@1: 99.636%
  3358.  
  3359. | Validation Epoch #660 Loss: 0.8253 NLLLoss: 0.8253 Acc@1: 77.26%
  3360.  
  3361. | Best Test Acc: Acc@1: 77.69%
  3362. | Epoch [661/1000] Iter[450/ 41] Loss: 0.8030 SupLoss: 0.2783 UsupLoss: 0.5172 NLLLoss: 0.0459 Acc@1: 99.676%
  3363.  
  3364. | Validation Epoch #661 Loss: 0.8151 NLLLoss: 0.8151 Acc@1: 77.22%
  3365.  
  3366. | Best Test Acc: Acc@1: 77.69%
  3367. | Epoch [662/1000] Iter[450/ 41] Loss: 0.8343 SupLoss: 0.3206 UsupLoss: 0.5059 NLLLoss: 0.0472 Acc@1: 99.693%
  3368.  
  3369. | Validation Epoch #662 Loss: 0.8440 NLLLoss: 0.8440 Acc@1: 76.56%
  3370.  
  3371. | Best Test Acc: Acc@1: 77.69%
  3372. | Epoch [663/1000] Iter[450/ 41] Loss: 0.7553 SupLoss: 0.2771 UsupLoss: 0.4707 NLLLoss: 0.0450 Acc@1: 99.758%
  3373.  
  3374. | Validation Epoch #663 Loss: 0.7820 NLLLoss: 0.7820 Acc@1: 77.74%
  3375.  
  3376. | Best Test Acc: Acc@1: 77.69%
  3377. | Epoch [664/1000] Iter[450/ 41] Loss: 0.8123 SupLoss: 0.3096 UsupLoss: 0.4952 NLLLoss: 0.0462 Acc@1: 99.713%
  3378.  
  3379. | Validation Epoch #664 Loss: 0.8401 NLLLoss: 0.8401 Acc@1: 76.08%
  3380.  
  3381. | Best Test Acc: Acc@1: 77.69%
  3382. | Epoch [665/1000] Iter[450/ 41] Loss: 0.7983 SupLoss: 0.3098 UsupLoss: 0.4812 NLLLoss: 0.0473 Acc@1: 99.696%
  3383.  
  3384. | Validation Epoch #665 Loss: 0.7800 NLLLoss: 0.7800 Acc@1: 78.78%
  3385.  
  3386. | Best Test Acc: Epoch #665 Loss: 0.7966 NLLLoss: 0.7966 Acc@1: 78.13%
  3387.  
  3388. | Best Test Acc: Acc@1: 78.13%
  3389. | Epoch [666/1000] Iter[450/ 41] Loss: 0.8116 SupLoss: 0.3008 UsupLoss: 0.5032 NLLLoss: 0.0485 Acc@1: 99.664%
  3390.  
  3391. | Validation Epoch #666 Loss: 0.7621 NLLLoss: 0.7621 Acc@1: 78.82%
  3392.  
  3393. | Best Test Acc: Epoch #666 Loss: 0.7706 NLLLoss: 0.7706 Acc@1: 78.69%
  3394.  
  3395. | Best Test Acc: Acc@1: 78.69%
  3396. | Epoch [667/1000] Iter[450/ 41] Loss: 0.7899 SupLoss: 0.3034 UsupLoss: 0.4791 NLLLoss: 0.0472 Acc@1: 99.729%
  3397.  
  3398. | Validation Epoch #667 Loss: 0.7676 NLLLoss: 0.7676 Acc@1: 77.34%
  3399.  
  3400. | Best Test Acc: Acc@1: 78.69%
  3401. | Epoch [668/1000] Iter[450/ 41] Loss: 0.7817 SupLoss: 0.3105 UsupLoss: 0.4638 NLLLoss: 0.0472 Acc@1: 99.744%
  3402.  
  3403. | Validation Epoch #668 Loss: 0.7950 NLLLoss: 0.7950 Acc@1: 77.18%
  3404.  
  3405. | Best Test Acc: Acc@1: 78.69%
  3406. | Epoch [669/1000] Iter[450/ 41] Loss: 0.8312 SupLoss: 0.3340 UsupLoss: 0.4900 NLLLoss: 0.0470 Acc@1: 99.698%
  3407.  
  3408. | Validation Epoch #669 Loss: 0.8129 NLLLoss: 0.8129 Acc@1: 76.86%
  3409.  
  3410. | Best Test Acc: Acc@1: 78.69%
  3411. | Epoch [670/1000] Iter[450/ 41] Loss: 0.8413 SupLoss: 0.3273 UsupLoss: 0.5067 NLLLoss: 0.0446 Acc@1: 99.751%
  3412.  
  3413. | Validation Epoch #670 Loss: 0.7235 NLLLoss: 0.7235 Acc@1: 78.00%
  3414.  
  3415. | Best Test Acc: Acc@1: 78.69%
  3416. | Epoch [671/1000] Iter[450/ 41] Loss: 0.8080 SupLoss: 0.3081 UsupLoss: 0.4924 NLLLoss: 0.0495 Acc@1: 99.724%
  3417.  
  3418. | Validation Epoch #671 Loss: 0.7555 NLLLoss: 0.7555 Acc@1: 77.70%
  3419.  
  3420. | Best Test Acc: Acc@1: 78.69%
  3421. | Epoch [672/1000] Iter[450/ 41] Loss: 0.8240 SupLoss: 0.3053 UsupLoss: 0.5113 NLLLoss: 0.0477 Acc@1: 99.698%
  3422.  
  3423. | Validation Epoch #672 Loss: 0.8250 NLLLoss: 0.8250 Acc@1: 77.00%
  3424.  
  3425. | Best Test Acc: Acc@1: 78.69%
  3426. | Epoch [673/1000] Iter[450/ 41] Loss: 0.8508 SupLoss: 0.3470 UsupLoss: 0.4962 NLLLoss: 0.0488 Acc@1: 99.704%
  3427.  
  3428. | Validation Epoch #673 Loss: 0.7854 NLLLoss: 0.7854 Acc@1: 77.04%
  3429.  
  3430. | Best Test Acc: Acc@1: 78.69%
  3431. | Epoch [674/1000] Iter[450/ 41] Loss: 0.8463 SupLoss: 0.3445 UsupLoss: 0.4944 NLLLoss: 0.0487 Acc@1: 99.651%
  3432.  
  3433. | Validation Epoch #674 Loss: 0.7341 NLLLoss: 0.7341 Acc@1: 78.62%
  3434.  
  3435. | Best Test Acc: Acc@1: 78.69%
  3436. | Epoch [675/1000] Iter[450/ 41] Loss: 0.8171 SupLoss: 0.3123 UsupLoss: 0.4972 NLLLoss: 0.0500 Acc@1: 99.678%
  3437.  
  3438. | Validation Epoch #675 Loss: 0.7794 NLLLoss: 0.7794 Acc@1: 77.36%
  3439.  
  3440. | Best Test Acc: Acc@1: 78.69%
  3441. | Epoch [676/1000] Iter[450/ 41] Loss: 0.8124 SupLoss: 0.3111 UsupLoss: 0.4938 NLLLoss: 0.0455 Acc@1: 99.738%
  3442.  
  3443. | Validation Epoch #676 Loss: 0.7998 NLLLoss: 0.7998 Acc@1: 76.92%
  3444.  
  3445. | Best Test Acc: Acc@1: 78.69%
  3446. | Epoch [677/1000] Iter[450/ 41] Loss: 0.8292 SupLoss: 0.3210 UsupLoss: 0.5006 NLLLoss: 0.0501 Acc@1: 99.664%
  3447.  
  3448. | Validation Epoch #677 Loss: 0.7337 NLLLoss: 0.7337 Acc@1: 77.54%
  3449.  
  3450. | Best Test Acc: Acc@1: 78.69%
  3451. | Epoch [678/1000] Iter[450/ 41] Loss: 0.8225 SupLoss: 0.3194 UsupLoss: 0.4955 NLLLoss: 0.0464 Acc@1: 99.680%
  3452.  
  3453. | Validation Epoch #678 Loss: 0.7724 NLLLoss: 0.7724 Acc@1: 77.82%
  3454.  
  3455. | Best Test Acc: Acc@1: 78.69%
  3456. | Epoch [679/1000] Iter[450/ 41] Loss: 0.8412 SupLoss: 0.3426 UsupLoss: 0.4911 NLLLoss: 0.0482 Acc@1: 99.731%
  3457.  
  3458. | Validation Epoch #679 Loss: 0.7816 NLLLoss: 0.7816 Acc@1: 77.74%
  3459.  
  3460. | Best Test Acc: Acc@1: 78.69%
  3461. | Epoch [680/1000] Iter[450/ 41] Loss: 0.8221 SupLoss: 0.2982 UsupLoss: 0.5164 NLLLoss: 0.0483 Acc@1: 99.622%
  3462.  
  3463. | Validation Epoch #680 Loss: 0.8575 NLLLoss: 0.8575 Acc@1: 76.58%
  3464.  
  3465. | Best Test Acc: Acc@1: 78.69%
  3466. | Epoch [681/1000] Iter[450/ 41] Loss: 0.8279 SupLoss: 0.3422 UsupLoss: 0.4782 NLLLoss: 0.0484 Acc@1: 99.676%
  3467.  
  3468. | Validation Epoch #681 Loss: 0.7822 NLLLoss: 0.7822 Acc@1: 77.12%
  3469.  
  3470. | Best Test Acc: Acc@1: 78.69%
  3471. | Epoch [682/1000] Iter[450/ 41] Loss: 0.8174 SupLoss: 0.3165 UsupLoss: 0.4934 NLLLoss: 0.0464 Acc@1: 99.696%
  3472.  
  3473. | Validation Epoch #682 Loss: 0.8364 NLLLoss: 0.8364 Acc@1: 76.88%
  3474.  
  3475. | Best Test Acc: Acc@1: 78.69%
  3476. | Epoch [683/1000] Iter[450/ 41] Loss: 0.8519 SupLoss: 0.2998 UsupLoss: 0.5444 NLLLoss: 0.0480 Acc@1: 99.656%
  3477.  
  3478. | Validation Epoch #683 Loss: 0.8032 NLLLoss: 0.8032 Acc@1: 76.94%
  3479.  
  3480. | Best Test Acc: Acc@1: 78.69%
  3481. | Epoch [684/1000] Iter[450/ 41] Loss: 0.7981 SupLoss: 0.3125 UsupLoss: 0.4778 NLLLoss: 0.0489 Acc@1: 99.713%
  3482.  
  3483. | Validation Epoch #684 Loss: 0.7249 NLLLoss: 0.7249 Acc@1: 78.80%
  3484.  
  3485. | Best Test Acc: Acc@1: 78.69%
  3486. | Epoch [685/1000] Iter[450/ 41] Loss: 0.8174 SupLoss: 0.3110 UsupLoss: 0.4990 NLLLoss: 0.0473 Acc@1: 99.698%
  3487.  
  3488. | Validation Epoch #685 Loss: 0.7093 NLLLoss: 0.7093 Acc@1: 78.76%
  3489.  
  3490. | Best Test Acc: Acc@1: 78.69%
  3491. | Epoch [686/1000] Iter[450/ 41] Loss: 0.8074 SupLoss: 0.2830 UsupLoss: 0.5168 NLLLoss: 0.0482 Acc@1: 99.633%
  3492.  
  3493. | Validation Epoch #686 Loss: 0.7845 NLLLoss: 0.7845 Acc@1: 76.64%
  3494.  
  3495. | Best Test Acc: Acc@1: 78.69%
  3496. | Epoch [687/1000] Iter[450/ 41] Loss: 0.8585 SupLoss: 0.3330 UsupLoss: 0.5178 NLLLoss: 0.0467 Acc@1: 99.678%
  3497.  
  3498. | Validation Epoch #687 Loss: 0.7572 NLLLoss: 0.7572 Acc@1: 77.64%
  3499.  
  3500. | Best Test Acc: Acc@1: 78.69%
  3501. | Epoch [688/1000] Iter[450/ 41] Loss: 0.8332 SupLoss: 0.3002 UsupLoss: 0.5252 NLLLoss: 0.0466 Acc@1: 99.667%
  3502.  
  3503. | Validation Epoch #688 Loss: 0.7568 NLLLoss: 0.7568 Acc@1: 78.18%
  3504.  
  3505. | Best Test Acc: Acc@1: 78.69%
  3506. | Epoch [689/1000] Iter[450/ 41] Loss: 0.8192 SupLoss: 0.3088 UsupLoss: 0.5029 NLLLoss: 0.0459 Acc@1: 99.704%
  3507.  
  3508. | Validation Epoch #689 Loss: 0.7968 NLLLoss: 0.7968 Acc@1: 77.76%
  3509.  
  3510. | Best Test Acc: Acc@1: 78.69%
  3511. | Epoch [690/1000] Iter[450/ 41] Loss: 0.7971 SupLoss: 0.3294 UsupLoss: 0.4602 NLLLoss: 0.0480 Acc@1: 99.753%
  3512.  
  3513. | Validation Epoch #690 Loss: 0.7381 NLLLoss: 0.7381 Acc@1: 78.40%
  3514.  
  3515. | Best Test Acc: Acc@1: 78.69%
  3516. | Epoch [691/1000] Iter[450/ 41] Loss: 0.8029 SupLoss: 0.2922 UsupLoss: 0.5031 NLLLoss: 0.0453 Acc@1: 99.680%
  3517.  
  3518. | Validation Epoch #691 Loss: 0.7735 NLLLoss: 0.7735 Acc@1: 77.98%
  3519.  
  3520. | Best Test Acc: Acc@1: 78.69%
  3521. | Epoch [692/1000] Iter[450/ 41] Loss: 0.8159 SupLoss: 0.3108 UsupLoss: 0.4975 NLLLoss: 0.0484 Acc@1: 99.698%
  3522.  
  3523. | Validation Epoch #692 Loss: 0.7529 NLLLoss: 0.7529 Acc@1: 78.24%
  3524.  
  3525. | Best Test Acc: Acc@1: 78.69%
  3526. | Epoch [693/1000] Iter[450/ 41] Loss: 0.8207 SupLoss: 0.2969 UsupLoss: 0.5161 NLLLoss: 0.0449 Acc@1: 99.764%
  3527.  
  3528. | Validation Epoch #693 Loss: 0.7775 NLLLoss: 0.7775 Acc@1: 77.96%
  3529.  
  3530. | Best Test Acc: Acc@1: 78.69%
  3531. | Epoch [694/1000] Iter[450/ 41] Loss: 0.8376 SupLoss: 0.3116 UsupLoss: 0.5184 NLLLoss: 0.0456 Acc@1: 99.707%
  3532.  
  3533. | Validation Epoch #694 Loss: 0.7516 NLLLoss: 0.7516 Acc@1: 77.42%
  3534.  
  3535. | Best Test Acc: Acc@1: 78.69%
  3536. | Epoch [695/1000] Iter[450/ 41] Loss: 0.8608 SupLoss: 0.3479 UsupLoss: 0.5051 NLLLoss: 0.0484 Acc@1: 99.671%
  3537.  
  3538. | Validation Epoch #695 Loss: 0.7633 NLLLoss: 0.7633 Acc@1: 77.84%
  3539.  
  3540. | Best Test Acc: Acc@1: 78.69%
  3541. | Epoch [696/1000] Iter[450/ 41] Loss: 0.7895 SupLoss: 0.3203 UsupLoss: 0.4617 NLLLoss: 0.0490 Acc@1: 99.729%
  3542.  
  3543. | Validation Epoch #696 Loss: 0.8015 NLLLoss: 0.8015 Acc@1: 77.64%
  3544.  
  3545. | Best Test Acc: Acc@1: 78.69%
  3546. | Epoch [697/1000] Iter[450/ 41] Loss: 0.7825 SupLoss: 0.2820 UsupLoss: 0.4929 NLLLoss: 0.0462 Acc@1: 99.711%
  3547.  
  3548. | Validation Epoch #697 Loss: 0.7811 NLLLoss: 0.7811 Acc@1: 77.92%
  3549.  
  3550. | Best Test Acc: Acc@1: 78.69%
  3551. | Epoch [698/1000] Iter[450/ 41] Loss: 0.8070 SupLoss: 0.3233 UsupLoss: 0.4760 NLLLoss: 0.0473 Acc@1: 99.627%
  3552.  
  3553. | Validation Epoch #698 Loss: 0.7975 NLLLoss: 0.7975 Acc@1: 77.50%
  3554.  
  3555. | Best Test Acc: Acc@1: 78.69%
  3556. | Epoch [699/1000] Iter[450/ 41] Loss: 0.8125 SupLoss: 0.2959 UsupLoss: 0.5089 NLLLoss: 0.0462 Acc@1: 99.720%
  3557.  
  3558. | Validation Epoch #699 Loss: 0.7459 NLLLoss: 0.7459 Acc@1: 77.06%
  3559.  
  3560. | Best Test Acc: Acc@1: 78.69%
  3561. | Epoch [700/1000] Iter[450/ 41] Loss: 0.7925 SupLoss: 0.2822 UsupLoss: 0.5026 NLLLoss: 0.0468 Acc@1: 99.687%
  3562.  
  3563. | Validation Epoch #700 Loss: 0.7831 NLLLoss: 0.7831 Acc@1: 77.06%
  3564.  
  3565. | Best Test Acc: Acc@1: 78.69%
  3566. | Epoch [701/1000] Iter[450/ 41] Loss: 0.8346 SupLoss: 0.3035 UsupLoss: 0.5235 NLLLoss: 0.0468 Acc@1: 99.656%
  3567.  
  3568. | Validation Epoch #701 Loss: 0.7629 NLLLoss: 0.7629 Acc@1: 78.02%
  3569.  
  3570. | Best Test Acc: Acc@1: 78.69%
  3571. | Epoch [702/1000] Iter[450/ 41] Loss: 0.8229 SupLoss: 0.3302 UsupLoss: 0.4851 NLLLoss: 0.0498 Acc@1: 99.649%
  3572.  
  3573. | Validation Epoch #702 Loss: 0.7654 NLLLoss: 0.7654 Acc@1: 78.02%
  3574.  
  3575. | Best Test Acc: Acc@1: 78.69%
  3576. | Epoch [703/1000] Iter[450/ 41] Loss: 0.8241 SupLoss: 0.3039 UsupLoss: 0.5126 NLLLoss: 0.0485 Acc@1: 99.616%
  3577.  
  3578. | Validation Epoch #703 Loss: 0.7733 NLLLoss: 0.7733 Acc@1: 78.00%
  3579.  
  3580. | Best Test Acc: Acc@1: 78.69%
  3581. | Epoch [704/1000] Iter[450/ 41] Loss: 0.7780 SupLoss: 0.2701 UsupLoss: 0.5002 NLLLoss: 0.0455 Acc@1: 99.696%
  3582.  
  3583. | Validation Epoch #704 Loss: 0.7917 NLLLoss: 0.7917 Acc@1: 77.10%
  3584.  
  3585. | Best Test Acc: Acc@1: 78.69%
  3586. | Epoch [705/1000] Iter[450/ 41] Loss: 0.7909 SupLoss: 0.3203 UsupLoss: 0.4630 NLLLoss: 0.0484 Acc@1: 99.733%
  3587.  
  3588. | Validation Epoch #705 Loss: 0.7429 NLLLoss: 0.7429 Acc@1: 77.68%
  3589.  
  3590. | Best Test Acc: Acc@1: 78.69%
  3591. | Epoch [706/1000] Iter[450/ 41] Loss: 0.7824 SupLoss: 0.2878 UsupLoss: 0.4871 NLLLoss: 0.0434 Acc@1: 99.773%
  3592.  
  3593. | Validation Epoch #706 Loss: 0.7297 NLLLoss: 0.7297 Acc@1: 78.50%
  3594.  
  3595. | Best Test Acc: Acc@1: 78.69%
  3596. | Epoch [707/1000] Iter[450/ 41] Loss: 0.8198 SupLoss: 0.3107 UsupLoss: 0.5016 NLLLoss: 0.0469 Acc@1: 99.702%
  3597.  
  3598. | Validation Epoch #707 Loss: 0.7248 NLLLoss: 0.7248 Acc@1: 79.38%
  3599.  
  3600. | Best Test Acc: Epoch #707 Loss: 0.7079 NLLLoss: 0.7079 Acc@1: 79.20%
  3601.  
  3602. | Best Test Acc: Acc@1: 79.20%
  3603. | Epoch [708/1000] Iter[450/ 41] Loss: 0.8098 SupLoss: 0.2967 UsupLoss: 0.5054 NLLLoss: 0.0470 Acc@1: 99.713%
  3604.  
  3605. | Validation Epoch #708 Loss: 0.8281 NLLLoss: 0.8281 Acc@1: 76.16%
  3606.  
  3607. | Best Test Acc: Acc@1: 79.20%
  3608. | Epoch [709/1000] Iter[450/ 41] Loss: 0.8095 SupLoss: 0.3407 UsupLoss: 0.4612 NLLLoss: 0.0494 Acc@1: 99.691%
  3609.  
  3610. | Validation Epoch #709 Loss: 0.7463 NLLLoss: 0.7463 Acc@1: 78.14%
  3611.  
  3612. | Best Test Acc: Acc@1: 79.20%
  3613. | Epoch [710/1000] Iter[450/ 41] Loss: 0.7840 SupLoss: 0.2632 UsupLoss: 0.5132 NLLLoss: 0.0435 Acc@1: 99.671%
  3614.  
  3615. | Validation Epoch #710 Loss: 0.8034 NLLLoss: 0.8034 Acc@1: 77.98%
  3616.  
  3617. | Best Test Acc: Acc@1: 79.20%
  3618. | Epoch [711/1000] Iter[450/ 41] Loss: 0.8703 SupLoss: 0.3378 UsupLoss: 0.5248 NLLLoss: 0.0473 Acc@1: 99.609%
  3619.  
  3620. | Validation Epoch #711 Loss: 0.7178 NLLLoss: 0.7178 Acc@1: 78.54%
  3621.  
  3622. | Best Test Acc: Acc@1: 79.20%
  3623. | Epoch [712/1000] Iter[450/ 41] Loss: 0.8724 SupLoss: 0.3354 UsupLoss: 0.5292 NLLLoss: 0.0490 Acc@1: 99.620%
  3624.  
  3625. | Validation Epoch #712 Loss: 0.7463 NLLLoss: 0.7463 Acc@1: 77.16%
  3626.  
  3627. | Best Test Acc: Acc@1: 79.20%
  3628. | Epoch [713/1000] Iter[450/ 41] Loss: 0.8329 SupLoss: 0.3406 UsupLoss: 0.4847 NLLLoss: 0.0463 Acc@1: 99.693%
  3629.  
  3630. | Validation Epoch #713 Loss: 0.8817 NLLLoss: 0.8817 Acc@1: 75.60%
  3631.  
  3632. | Best Test Acc: Acc@1: 79.20%
  3633. | Epoch [714/1000] Iter[450/ 41] Loss: 0.7960 SupLoss: 0.2762 UsupLoss: 0.5120 NLLLoss: 0.0453 Acc@1: 99.676%
  3634.  
  3635. | Validation Epoch #714 Loss: 0.8262 NLLLoss: 0.8262 Acc@1: 77.26%
  3636.  
  3637. | Best Test Acc: Acc@1: 79.20%
  3638. | Epoch [715/1000] Iter[450/ 41] Loss: 0.8376 SupLoss: 0.3211 UsupLoss: 0.5086 NLLLoss: 0.0461 Acc@1: 99.680%
  3639.  
  3640. | Validation Epoch #715 Loss: 0.8423 NLLLoss: 0.8423 Acc@1: 76.18%
  3641.  
  3642. | Best Test Acc: Acc@1: 79.20%
  3643. | Epoch [716/1000] Iter[450/ 41] Loss: 0.7640 SupLoss: 0.2790 UsupLoss: 0.4773 NLLLoss: 0.0464 Acc@1: 99.698%
  3644.  
  3645. | Validation Epoch #716 Loss: 0.7113 NLLLoss: 0.7113 Acc@1: 78.66%
  3646.  
  3647. | Best Test Acc: Acc@1: 79.20%
  3648. | Epoch [717/1000] Iter[450/ 41] Loss: 0.8233 SupLoss: 0.3324 UsupLoss: 0.4833 NLLLoss: 0.0465 Acc@1: 99.751%
  3649.  
  3650. | Validation Epoch #717 Loss: 0.8104 NLLLoss: 0.8104 Acc@1: 76.24%
  3651.  
  3652. | Best Test Acc: Acc@1: 79.20%
  3653. | Epoch [718/1000] Iter[450/ 41] Loss: 0.8002 SupLoss: 0.3166 UsupLoss: 0.4758 NLLLoss: 0.0449 Acc@1: 99.713%
  3654.  
  3655. | Validation Epoch #718 Loss: 0.7441 NLLLoss: 0.7441 Acc@1: 77.44%
  3656.  
  3657. | Best Test Acc: Acc@1: 79.20%
  3658. | Epoch [719/1000] Iter[450/ 41] Loss: 0.7783 SupLoss: 0.2784 UsupLoss: 0.4922 NLLLoss: 0.0455 Acc@1: 99.698%
  3659.  
  3660. | Validation Epoch #719 Loss: 0.7248 NLLLoss: 0.7248 Acc@1: 79.08%
  3661.  
  3662. | Best Test Acc: Acc@1: 79.20%
  3663. | Epoch [720/1000] Iter[450/ 41] Loss: 0.8076 SupLoss: 0.2825 UsupLoss: 0.5173 NLLLoss: 0.0461 Acc@1: 99.664%
  3664.  
  3665. | Validation Epoch #720 Loss: 0.8037 NLLLoss: 0.8037 Acc@1: 76.96%
  3666.  
  3667. | Best Test Acc: Acc@1: 79.20%
  3668. | Epoch [721/1000] Iter[450/ 41] Loss: 0.7936 SupLoss: 0.3051 UsupLoss: 0.4808 NLLLoss: 0.0446 Acc@1: 99.704%
  3669.  
  3670. | Validation Epoch #721 Loss: 0.7961 NLLLoss: 0.7961 Acc@1: 76.66%
  3671.  
  3672. | Best Test Acc: Acc@1: 79.20%
  3673. | Epoch [722/1000] Iter[450/ 41] Loss: 0.7934 SupLoss: 0.2998 UsupLoss: 0.4859 NLLLoss: 0.0447 Acc@1: 99.704%
  3674.  
  3675. | Validation Epoch #722 Loss: 0.7277 NLLLoss: 0.7277 Acc@1: 79.18%
  3676.  
  3677. | Best Test Acc: Acc@1: 79.20%
  3678. | Epoch [723/1000] Iter[450/ 41] Loss: 0.8216 SupLoss: 0.2908 UsupLoss: 0.5231 NLLLoss: 0.0451 Acc@1: 99.671%
  3679.  
  3680. | Validation Epoch #723 Loss: 0.7892 NLLLoss: 0.7892 Acc@1: 77.02%
  3681.  
  3682. | Best Test Acc: Acc@1: 79.20%
  3683. | Epoch [724/1000] Iter[450/ 41] Loss: 0.8107 SupLoss: 0.2980 UsupLoss: 0.5048 NLLLoss: 0.0470 Acc@1: 99.651%
  3684.  
  3685. | Validation Epoch #724 Loss: 0.6922 NLLLoss: 0.6922 Acc@1: 78.70%
  3686.  
  3687. | Best Test Acc: Acc@1: 79.20%
  3688. | Epoch [725/1000] Iter[450/ 41] Loss: 0.8232 SupLoss: 0.3054 UsupLoss: 0.5101 NLLLoss: 0.0436 Acc@1: 99.740%
  3689.  
  3690. | Validation Epoch #725 Loss: 0.7281 NLLLoss: 0.7281 Acc@1: 77.58%
  3691.  
  3692. | Best Test Acc: Acc@1: 79.20%
  3693. | Epoch [726/1000] Iter[450/ 41] Loss: 0.7999 SupLoss: 0.2841 UsupLoss: 0.5080 NLLLoss: 0.0456 Acc@1: 99.642%
  3694.  
  3695. | Validation Epoch #726 Loss: 0.7516 NLLLoss: 0.7516 Acc@1: 77.54%
  3696.  
  3697. | Best Test Acc: Acc@1: 79.20%
  3698. | Epoch [727/1000] Iter[450/ 41] Loss: 0.8519 SupLoss: 0.3452 UsupLoss: 0.4988 NLLLoss: 0.0494 Acc@1: 99.633%
  3699.  
  3700. | Validation Epoch #727 Loss: 0.7416 NLLLoss: 0.7416 Acc@1: 78.12%
  3701.  
  3702. | Best Test Acc: Acc@1: 79.20%
  3703. | Epoch [728/1000] Iter[450/ 41] Loss: 0.7929 SupLoss: 0.2964 UsupLoss: 0.4887 NLLLoss: 0.0429 Acc@1: 99.753%
  3704.  
  3705. | Validation Epoch #728 Loss: 0.7319 NLLLoss: 0.7319 Acc@1: 78.68%
  3706.  
  3707. | Best Test Acc: Acc@1: 79.20%
  3708. | Epoch [729/1000] Iter[450/ 41] Loss: 0.7957 SupLoss: 0.2909 UsupLoss: 0.4970 NLLLoss: 0.0472 Acc@1: 99.669%
  3709.  
  3710. | Validation Epoch #729 Loss: 0.7684 NLLLoss: 0.7684 Acc@1: 76.98%
  3711.  
  3712. | Best Test Acc: Acc@1: 79.20%
  3713. | Epoch [730/1000] Iter[450/ 41] Loss: 0.8244 SupLoss: 0.2769 UsupLoss: 0.5397 NLLLoss: 0.0455 Acc@1: 99.664%
  3714.  
  3715. | Validation Epoch #730 Loss: 0.7415 NLLLoss: 0.7415 Acc@1: 78.54%
  3716.  
  3717. | Best Test Acc: Acc@1: 79.20%
  3718. | Epoch [731/1000] Iter[450/ 41] Loss: 0.8153 SupLoss: 0.3113 UsupLoss: 0.4961 NLLLoss: 0.0471 Acc@1: 99.651%
  3719.  
  3720. | Validation Epoch #731 Loss: 0.7452 NLLLoss: 0.7452 Acc@1: 78.16%
  3721.  
  3722. | Best Test Acc: Acc@1: 79.20%
  3723. | Epoch [732/1000] Iter[450/ 41] Loss: 0.7838 SupLoss: 0.2825 UsupLoss: 0.4935 NLLLoss: 0.0452 Acc@1: 99.680%
  3724.  
  3725. | Validation Epoch #732 Loss: 0.7946 NLLLoss: 0.7946 Acc@1: 76.98%
  3726.  
  3727. | Best Test Acc: Acc@1: 79.20%
  3728. | Epoch [733/1000] Iter[450/ 41] Loss: 0.7760 SupLoss: 0.2698 UsupLoss: 0.4986 NLLLoss: 0.0438 Acc@1: 99.693%
  3729.  
  3730. | Validation Epoch #733 Loss: 0.7038 NLLLoss: 0.7038 Acc@1: 78.98%
  3731.  
  3732. | Best Test Acc: Acc@1: 79.20%
  3733. | Epoch [734/1000] Iter[450/ 41] Loss: 0.8193 SupLoss: 0.3232 UsupLoss: 0.4883 NLLLoss: 0.0469 Acc@1: 99.698%
  3734.  
  3735. | Validation Epoch #734 Loss: 0.7272 NLLLoss: 0.7272 Acc@1: 78.52%
  3736.  
  3737. | Best Test Acc: Acc@1: 79.20%
  3738. | Epoch [735/1000] Iter[450/ 41] Loss: 0.8026 SupLoss: 0.2825 UsupLoss: 0.5124 NLLLoss: 0.0460 Acc@1: 99.658%
  3739.  
  3740. | Validation Epoch #735 Loss: 0.7057 NLLLoss: 0.7057 Acc@1: 79.58%
  3741.  
  3742. | Best Test Acc: Epoch #735 Loss: 0.7008 NLLLoss: 0.7008 Acc@1: 79.27%
  3743.  
  3744. | Best Test Acc: Acc@1: 79.27%
  3745. | Epoch [736/1000] Iter[450/ 41] Loss: 0.8444 SupLoss: 0.3108 UsupLoss: 0.5257 NLLLoss: 0.0457 Acc@1: 99.638%
  3746.  
  3747. | Validation Epoch #736 Loss: 0.7497 NLLLoss: 0.7497 Acc@1: 77.62%
  3748.  
  3749. | Best Test Acc: Acc@1: 79.27%
  3750. | Epoch [737/1000] Iter[450/ 41] Loss: 0.8339 SupLoss: 0.3276 UsupLoss: 0.4985 NLLLoss: 0.0491 Acc@1: 99.600%
  3751.  
  3752. | Validation Epoch #737 Loss: 0.7505 NLLLoss: 0.7505 Acc@1: 78.82%
  3753.  
  3754. | Best Test Acc: Acc@1: 79.27%
  3755. | Epoch [738/1000] Iter[450/ 41] Loss: 0.8221 SupLoss: 0.3418 UsupLoss: 0.4725 NLLLoss: 0.0468 Acc@1: 99.720%
  3756.  
  3757. | Validation Epoch #738 Loss: 0.7482 NLLLoss: 0.7482 Acc@1: 77.66%
  3758.  
  3759. | Best Test Acc: Acc@1: 79.27%
  3760. | Epoch [739/1000] Iter[450/ 41] Loss: 0.8182 SupLoss: 0.3203 UsupLoss: 0.4901 NLLLoss: 0.0475 Acc@1: 99.722%
  3761.  
  3762. | Validation Epoch #739 Loss: 0.7122 NLLLoss: 0.7122 Acc@1: 79.02%
  3763.  
  3764. | Best Test Acc: Acc@1: 79.27%
  3765. | Epoch [740/1000] Iter[450/ 41] Loss: 0.8299 SupLoss: 0.3099 UsupLoss: 0.5123 NLLLoss: 0.0447 Acc@1: 99.722%
  3766.  
  3767. | Validation Epoch #740 Loss: 0.7544 NLLLoss: 0.7544 Acc@1: 78.06%
  3768.  
  3769. | Best Test Acc: Acc@1: 79.27%
  3770. | Epoch [741/1000] Iter[450/ 41] Loss: 0.8206 SupLoss: 0.3203 UsupLoss: 0.4926 NLLLoss: 0.0465 Acc@1: 99.733%
  3771.  
  3772. | Validation Epoch #741 Loss: 0.8830 NLLLoss: 0.8830 Acc@1: 75.64%
  3773.  
  3774. | Best Test Acc: Acc@1: 79.27%
  3775. | Epoch [742/1000] Iter[450/ 41] Loss: 0.8235 SupLoss: 0.3148 UsupLoss: 0.5009 NLLLoss: 0.0443 Acc@1: 99.702%
  3776.  
  3777. | Validation Epoch #742 Loss: 0.8138 NLLLoss: 0.8138 Acc@1: 77.42%
  3778.  
  3779. | Best Test Acc: Acc@1: 79.27%
  3780. | Epoch [743/1000] Iter[450/ 41] Loss: 0.8484 SupLoss: 0.3266 UsupLoss: 0.5139 NLLLoss: 0.0484 Acc@1: 99.669%
  3781.  
  3782. | Validation Epoch #743 Loss: 0.7888 NLLLoss: 0.7888 Acc@1: 77.12%
  3783.  
  3784. | Best Test Acc: Acc@1: 79.27%
  3785. | Epoch [744/1000] Iter[450/ 41] Loss: 0.8549 SupLoss: 0.3212 UsupLoss: 0.5257 NLLLoss: 0.0473 Acc@1: 99.658%
  3786.  
  3787. | Validation Epoch #744 Loss: 0.7975 NLLLoss: 0.7975 Acc@1: 77.84%
  3788.  
  3789. | Best Test Acc: Acc@1: 79.27%
  3790. | Epoch [745/1000] Iter[450/ 41] Loss: 0.7996 SupLoss: 0.3030 UsupLoss: 0.4887 NLLLoss: 0.0443 Acc@1: 99.742%
  3791.  
  3792. | Validation Epoch #745 Loss: 0.8288 NLLLoss: 0.8288 Acc@1: 77.56%
  3793.  
  3794. | Best Test Acc: Acc@1: 79.27%
  3795. | Epoch [746/1000] Iter[450/ 41] Loss: 0.8036 SupLoss: 0.2962 UsupLoss: 0.4995 NLLLoss: 0.0465 Acc@1: 99.667%
  3796.  
  3797. | Validation Epoch #746 Loss: 0.7994 NLLLoss: 0.7994 Acc@1: 76.36%
  3798.  
  3799. | Best Test Acc: Acc@1: 79.27%
  3800. | Epoch [747/1000] Iter[450/ 41] Loss: 0.7944 SupLoss: 0.3053 UsupLoss: 0.4810 NLLLoss: 0.0485 Acc@1: 99.647%
  3801.  
  3802. | Validation Epoch #747 Loss: 0.7549 NLLLoss: 0.7549 Acc@1: 78.34%
  3803.  
  3804. | Best Test Acc: Acc@1: 79.27%
  3805. | Epoch [748/1000] Iter[450/ 41] Loss: 0.8305 SupLoss: 0.3184 UsupLoss: 0.5044 NLLLoss: 0.0467 Acc@1: 99.653%
  3806.  
  3807. | Validation Epoch #748 Loss: 0.7480 NLLLoss: 0.7480 Acc@1: 78.58%
  3808.  
  3809. | Best Test Acc: Acc@1: 79.27%
  3810. | Epoch [749/1000] Iter[450/ 41] Loss: 0.8198 SupLoss: 0.3199 UsupLoss: 0.4919 NLLLoss: 0.0492 Acc@1: 99.700%
  3811.  
  3812. | Validation Epoch #749 Loss: 0.7977 NLLLoss: 0.7977 Acc@1: 79.06%
  3813.  
  3814. | Best Test Acc: Acc@1: 79.27%
  3815. | Epoch [750/1000] Iter[450/ 41] Loss: 0.8438 SupLoss: 0.3074 UsupLoss: 0.5289 NLLLoss: 0.0318 Acc@1: 99.798%
  3816.  
  3817. | Validation Epoch #750 Loss: 0.7214 NLLLoss: 0.7214 Acc@1: 79.96%
  3818.  
  3819. | Best Test Acc: Epoch #750 Loss: 0.7161 NLLLoss: 0.7161 Acc@1: 80.44%
  3820.  
  3821. | Best Test Acc: Acc@1: 80.44%
  3822. | Epoch [751/1000] Iter[450/ 41] Loss: 0.8492 SupLoss: 0.3333 UsupLoss: 0.5088 NLLLoss: 0.0249 Acc@1: 99.878%
  3823.  
  3824. | Validation Epoch #751 Loss: 0.6633 NLLLoss: 0.6633 Acc@1: 80.96%
  3825.  
  3826. | Best Test Acc: Epoch #751 Loss: 0.6590 NLLLoss: 0.6590 Acc@1: 80.95%
  3827.  
  3828. | Best Test Acc: Acc@1: 80.95%
  3829. | Epoch [752/1000] Iter[450/ 41] Loss: 0.7949 SupLoss: 0.2883 UsupLoss: 0.4996 NLLLoss: 0.0252 Acc@1: 99.931%
  3830.  
  3831. | Validation Epoch #752 Loss: 0.6557 NLLLoss: 0.6557 Acc@1: 80.94%
  3832.  
  3833. | Best Test Acc: Acc@1: 80.95%
  3834. | Epoch [753/1000] Iter[450/ 41] Loss: 0.7957 SupLoss: 0.2564 UsupLoss: 0.5326 NLLLoss: 0.0217 Acc@1: 99.949%
  3835.  
  3836. | Validation Epoch #753 Loss: 0.6649 NLLLoss: 0.6649 Acc@1: 80.94%
  3837.  
  3838. | Best Test Acc: Acc@1: 80.95%
  3839. | Epoch [754/1000] Iter[450/ 41] Loss: 0.8026 SupLoss: 0.2457 UsupLoss: 0.5503 NLLLoss: 0.0208 Acc@1: 99.960%
  3840.  
  3841. | Validation Epoch #754 Loss: 0.6525 NLLLoss: 0.6525 Acc@1: 81.40%
  3842.  
  3843. | Best Test Acc: Epoch #754 Loss: 0.6565 NLLLoss: 0.6565 Acc@1: 81.51%
  3844.  
  3845. | Best Test Acc: Acc@1: 81.51%
  3846. | Epoch [755/1000] Iter[450/ 41] Loss: 0.8218 SupLoss: 0.2582 UsupLoss: 0.5572 NLLLoss: 0.0209 Acc@1: 99.942%
  3847.  
  3848. | Validation Epoch #755 Loss: 0.6405 NLLLoss: 0.6405 Acc@1: 81.32%
  3849.  
  3850. | Best Test Acc: Acc@1: 81.51%
  3851. | Epoch [756/1000] Iter[450/ 41] Loss: 0.8321 SupLoss: 0.2944 UsupLoss: 0.5314 NLLLoss: 0.0197 Acc@1: 99.964%
  3852.  
  3853. | Validation Epoch #756 Loss: 0.6787 NLLLoss: 0.6787 Acc@1: 81.16%
  3854.  
  3855. | Best Test Acc: Acc@1: 81.51%
  3856. | Epoch [757/1000] Iter[450/ 41] Loss: 0.7838 SupLoss: 0.2565 UsupLoss: 0.5211 NLLLoss: 0.0197 Acc@1: 99.958%
  3857.  
  3858. | Validation Epoch #757 Loss: 0.6451 NLLLoss: 0.6451 Acc@1: 81.42%
  3859.  
  3860. | Best Test Acc: Epoch #757 Loss: 0.6469 NLLLoss: 0.6469 Acc@1: 81.67%
  3861.  
  3862. | Best Test Acc: Acc@1: 81.67%
  3863. | Epoch [758/1000] Iter[450/ 41] Loss: 0.8242 SupLoss: 0.2943 UsupLoss: 0.5239 NLLLoss: 0.0198 Acc@1: 99.978%
  3864.  
  3865. | Validation Epoch #758 Loss: 0.6495 NLLLoss: 0.6495 Acc@1: 81.26%
  3866.  
  3867. | Best Test Acc: Acc@1: 81.67%
  3868. | Epoch [759/1000] Iter[450/ 41] Loss: 0.8180 SupLoss: 0.2932 UsupLoss: 0.5189 NLLLoss: 0.0202 Acc@1: 99.964%
  3869.  
  3870. | Validation Epoch #759 Loss: 0.6387 NLLLoss: 0.6387 Acc@1: 82.06%
  3871.  
  3872. | Best Test Acc: Epoch #759 Loss: 0.6262 NLLLoss: 0.6262 Acc@1: 82.29%
  3873.  
  3874. | Best Test Acc: Acc@1: 82.29%
  3875. | Epoch [760/1000] Iter[450/ 41] Loss: 0.8069 SupLoss: 0.2725 UsupLoss: 0.5286 NLLLoss: 0.0206 Acc@1: 99.976%
  3876.  
  3877. | Validation Epoch #760 Loss: 0.6722 NLLLoss: 0.6722 Acc@1: 81.12%
  3878.  
  3879. | Best Test Acc: Acc@1: 82.29%
  3880. | Epoch [761/1000] Iter[450/ 41] Loss: 0.7945 SupLoss: 0.2507 UsupLoss: 0.5381 NLLLoss: 0.0198 Acc@1: 99.973%
  3881.  
  3882. | Validation Epoch #761 Loss: 0.6846 NLLLoss: 0.6846 Acc@1: 81.28%
  3883.  
  3884. | Best Test Acc: Acc@1: 82.29%
  3885. | Epoch [762/1000] Iter[450/ 41] Loss: 0.7909 SupLoss: 0.2594 UsupLoss: 0.5259 NLLLoss: 0.0198 Acc@1: 99.958%
  3886.  
  3887. | Validation Epoch #762 Loss: 0.6384 NLLLoss: 0.6384 Acc@1: 82.08%
  3888.  
  3889. | Best Test Acc: Epoch #762 Loss: 0.6336 NLLLoss: 0.6336 Acc@1: 82.12%
  3890.  
  3891. | Best Test Acc: Acc@1: 82.12%
  3892. | Epoch [763/1000] Iter[450/ 41] Loss: 0.8026 SupLoss: 0.2867 UsupLoss: 0.5103 NLLLoss: 0.0196 Acc@1: 99.987%
  3893.  
  3894. | Validation Epoch #763 Loss: 0.6097 NLLLoss: 0.6097 Acc@1: 82.24%
  3895.  
  3896. | Best Test Acc: Epoch #763 Loss: 0.6162 NLLLoss: 0.6162 Acc@1: 82.10%
  3897.  
  3898. | Best Test Acc: Acc@1: 82.10%
  3899. | Epoch [764/1000] Iter[450/ 41] Loss: 0.7943 SupLoss: 0.2876 UsupLoss: 0.5012 NLLLoss: 0.0193 Acc@1: 99.976%
  3900.  
  3901. | Validation Epoch #764 Loss: 0.6598 NLLLoss: 0.6598 Acc@1: 81.28%
  3902.  
  3903. | Best Test Acc: Acc@1: 82.10%
  3904. | Epoch [765/1000] Iter[450/ 41] Loss: 0.8336 SupLoss: 0.3023 UsupLoss: 0.5257 NLLLoss: 0.0196 Acc@1: 99.976%
  3905.  
  3906. | Validation Epoch #765 Loss: 0.6250 NLLLoss: 0.6250 Acc@1: 82.10%
  3907.  
  3908. | Best Test Acc: Acc@1: 82.10%
  3909. | Epoch [766/1000] Iter[450/ 41] Loss: 0.7666 SupLoss: 0.2529 UsupLoss: 0.5083 NLLLoss: 0.0193 Acc@1: 99.971%
  3910.  
  3911. | Validation Epoch #766 Loss: 0.5870 NLLLoss: 0.5870 Acc@1: 82.92%
  3912.  
  3913. | Best Test Acc: Epoch #766 Loss: 0.5884 NLLLoss: 0.5884 Acc@1: 82.41%
  3914.  
  3915. | Best Test Acc: Acc@1: 82.41%
  3916. | Epoch [767/1000] Iter[450/ 41] Loss: 0.8037 SupLoss: 0.2724 UsupLoss: 0.5259 NLLLoss: 0.0188 Acc@1: 99.964%
  3917.  
  3918. | Validation Epoch #767 Loss: 0.6416 NLLLoss: 0.6416 Acc@1: 81.82%
  3919.  
  3920. | Best Test Acc: Acc@1: 82.41%
  3921. | Epoch [768/1000] Iter[450/ 41] Loss: 0.8006 SupLoss: 0.2798 UsupLoss: 0.5154 NLLLoss: 0.0197 Acc@1: 99.967%
  3922.  
  3923. | Validation Epoch #768 Loss: 0.6874 NLLLoss: 0.6874 Acc@1: 82.04%
  3924.  
  3925. | Best Test Acc: Acc@1: 82.41%
  3926. | Epoch [769/1000] Iter[450/ 41] Loss: 0.7733 SupLoss: 0.2775 UsupLoss: 0.4906 NLLLoss: 0.0203 Acc@1: 99.973%
  3927.  
  3928. | Validation Epoch #769 Loss: 0.6433 NLLLoss: 0.6433 Acc@1: 82.14%
  3929.  
  3930. | Best Test Acc: Acc@1: 82.41%
  3931. | Epoch [770/1000] Iter[450/ 41] Loss: 0.7959 SupLoss: 0.2843 UsupLoss: 0.5064 NLLLoss: 0.0202 Acc@1: 99.980%
  3932.  
  3933. | Validation Epoch #770 Loss: 0.6851 NLLLoss: 0.6851 Acc@1: 81.56%
  3934.  
  3935. | Best Test Acc: Acc@1: 82.41%
  3936. | Epoch [771/1000] Iter[450/ 41] Loss: 0.7913 SupLoss: 0.2837 UsupLoss: 0.5024 NLLLoss: 0.0195 Acc@1: 99.976%
  3937.  
  3938. | Validation Epoch #771 Loss: 0.6715 NLLLoss: 0.6715 Acc@1: 81.58%
  3939.  
  3940. | Best Test Acc: Acc@1: 82.41%
  3941. | Epoch [772/1000] Iter[450/ 41] Loss: 0.8326 SupLoss: 0.3225 UsupLoss: 0.5049 NLLLoss: 0.0202 Acc@1: 99.971%
  3942.  
  3943. | Validation Epoch #772 Loss: 0.6647 NLLLoss: 0.6647 Acc@1: 81.48%
  3944.  
  3945. | Best Test Acc: Acc@1: 82.41%
  3946. | Epoch [773/1000] Iter[450/ 41] Loss: 0.7844 SupLoss: 0.2884 UsupLoss: 0.4909 NLLLoss: 0.0195 Acc@1: 99.976%
  3947.  
  3948. | Validation Epoch #773 Loss: 0.5962 NLLLoss: 0.5962 Acc@1: 82.60%
  3949.  
  3950. | Best Test Acc: Acc@1: 82.41%
  3951. | Epoch [774/1000] Iter[450/ 41] Loss: 0.7706 SupLoss: 0.2654 UsupLoss: 0.5002 NLLLoss: 0.0205 Acc@1: 99.971%
  3952.  
  3953. | Validation Epoch #774 Loss: 0.6295 NLLLoss: 0.6295 Acc@1: 82.18%
  3954.  
  3955. | Best Test Acc: Acc@1: 82.41%
  3956. | Epoch [775/1000] Iter[450/ 41] Loss: 0.7757 SupLoss: 0.2658 UsupLoss: 0.5049 NLLLoss: 0.0197 Acc@1: 99.973%
  3957.  
  3958. | Validation Epoch #775 Loss: 0.6466 NLLLoss: 0.6466 Acc@1: 82.18%
  3959.  
  3960. | Best Test Acc: Acc@1: 82.41%
  3961. | Epoch [776/1000] Iter[450/ 41] Loss: 0.8547 SupLoss: 0.3301 UsupLoss: 0.5197 NLLLoss: 0.0200 Acc@1: 99.976%
  3962.  
  3963. | Validation Epoch #776 Loss: 0.6107 NLLLoss: 0.6107 Acc@1: 82.86%
  3964.  
  3965. | Best Test Acc: Acc@1: 82.41%
  3966. | Epoch [777/1000] Iter[450/ 41] Loss: 0.7879 SupLoss: 0.2665 UsupLoss: 0.5164 NLLLoss: 0.0194 Acc@1: 99.973%
  3967.  
  3968. | Validation Epoch #777 Loss: 0.6559 NLLLoss: 0.6559 Acc@1: 81.46%
  3969.  
  3970. | Best Test Acc: Acc@1: 82.41%
  3971. | Epoch [778/1000] Iter[450/ 41] Loss: 0.7839 SupLoss: 0.2776 UsupLoss: 0.5012 NLLLoss: 0.0189 Acc@1: 99.982%
  3972.  
  3973. | Validation Epoch #778 Loss: 0.6547 NLLLoss: 0.6547 Acc@1: 81.98%
  3974.  
  3975. | Best Test Acc: Acc@1: 82.41%
  3976. | Epoch [779/1000] Iter[450/ 41] Loss: 0.7977 SupLoss: 0.2797 UsupLoss: 0.5131 NLLLoss: 0.0185 Acc@1: 99.958%
  3977.  
  3978. | Validation Epoch #779 Loss: 0.6353 NLLLoss: 0.6353 Acc@1: 82.06%
  3979.  
  3980. | Best Test Acc: Acc@1: 82.41%
  3981. | Epoch [780/1000] Iter[450/ 41] Loss: 0.7825 SupLoss: 0.2720 UsupLoss: 0.5055 NLLLoss: 0.0193 Acc@1: 99.978%
  3982.  
  3983. | Validation Epoch #780 Loss: 0.6239 NLLLoss: 0.6239 Acc@1: 82.64%
  3984.  
  3985. | Best Test Acc: Acc@1: 82.41%
  3986. | Epoch [781/1000] Iter[450/ 41] Loss: 0.7813 SupLoss: 0.2570 UsupLoss: 0.5193 NLLLoss: 0.0197 Acc@1: 99.984%
  3987.  
  3988. | Validation Epoch #781 Loss: 0.6296 NLLLoss: 0.6296 Acc@1: 82.48%
  3989.  
  3990. | Best Test Acc: Acc@1: 82.41%
  3991. | Epoch [782/1000] Iter[450/ 41] Loss: 0.7586 SupLoss: 0.2458 UsupLoss: 0.5080 NLLLoss: 0.0191 Acc@1: 99.982%
  3992.  
  3993. | Validation Epoch #782 Loss: 0.6596 NLLLoss: 0.6596 Acc@1: 81.82%
  3994.  
  3995. | Best Test Acc: Acc@1: 82.41%
  3996. | Epoch [783/1000] Iter[450/ 41] Loss: 0.7768 SupLoss: 0.2529 UsupLoss: 0.5190 NLLLoss: 0.0190 Acc@1: 99.984%
  3997.  
  3998. | Validation Epoch #783 Loss: 0.6508 NLLLoss: 0.6508 Acc@1: 82.10%
  3999.  
  4000. | Best Test Acc: Acc@1: 82.41%
  4001. | Epoch [784/1000] Iter[450/ 41] Loss: 0.8113 SupLoss: 0.2948 UsupLoss: 0.5117 NLLLoss: 0.0198 Acc@1: 99.976%
  4002.  
  4003. | Validation Epoch #784 Loss: 0.6802 NLLLoss: 0.6802 Acc@1: 81.94%
  4004.  
  4005. | Best Test Acc: Acc@1: 82.41%
  4006. | Epoch [785/1000] Iter[450/ 41] Loss: 0.7958 SupLoss: 0.2900 UsupLoss: 0.5009 NLLLoss: 0.0192 Acc@1: 99.973%
  4007.  
  4008. | Validation Epoch #785 Loss: 0.6859 NLLLoss: 0.6859 Acc@1: 81.40%
  4009.  
  4010. | Best Test Acc: Acc@1: 82.41%
  4011. | Epoch [786/1000] Iter[450/ 41] Loss: 0.7900 SupLoss: 0.2632 UsupLoss: 0.5219 NLLLoss: 0.0199 Acc@1: 99.978%
  4012.  
  4013. | Validation Epoch #786 Loss: 0.6886 NLLLoss: 0.6886 Acc@1: 81.48%
  4014.  
  4015. | Best Test Acc: Acc@1: 82.41%
  4016. | Epoch [787/1000] Iter[450/ 41] Loss: 0.7884 SupLoss: 0.2807 UsupLoss: 0.5029 NLLLoss: 0.0199 Acc@1: 99.982%
  4017.  
  4018. | Validation Epoch #787 Loss: 0.6712 NLLLoss: 0.6712 Acc@1: 82.38%
  4019.  
  4020. | Best Test Acc: Acc@1: 82.41%
  4021. | Epoch [788/1000] Iter[450/ 41] Loss: 0.8289 SupLoss: 0.3050 UsupLoss: 0.5190 NLLLoss: 0.0195 Acc@1: 99.982%
  4022.  
  4023. | Validation Epoch #788 Loss: 0.6410 NLLLoss: 0.6410 Acc@1: 81.98%
  4024.  
  4025. | Best Test Acc: Acc@1: 82.41%
  4026. | Epoch [789/1000] Iter[450/ 41] Loss: 0.8073 SupLoss: 0.2885 UsupLoss: 0.5138 NLLLoss: 0.0191 Acc@1: 99.980%
  4027.  
  4028. | Validation Epoch #789 Loss: 0.6310 NLLLoss: 0.6310 Acc@1: 82.70%
  4029.  
  4030. | Best Test Acc: Acc@1: 82.41%
  4031. | Epoch [790/1000] Iter[450/ 41] Loss: 0.7546 SupLoss: 0.2536 UsupLoss: 0.4961 NLLLoss: 0.0216 Acc@1: 99.969%
  4032.  
  4033. | Validation Epoch #790 Loss: 0.6238 NLLLoss: 0.6238 Acc@1: 82.74%
  4034.  
  4035. | Best Test Acc: Acc@1: 82.41%
  4036. | Epoch [791/1000] Iter[450/ 41] Loss: 0.8262 SupLoss: 0.3378 UsupLoss: 0.4836 NLLLoss: 0.0201 Acc@1: 99.984%
  4037.  
  4038. | Validation Epoch #791 Loss: 0.6287 NLLLoss: 0.6287 Acc@1: 82.86%
  4039.  
  4040. | Best Test Acc: Acc@1: 82.41%
  4041. | Epoch [792/1000] Iter[450/ 41] Loss: 0.7680 SupLoss: 0.2676 UsupLoss: 0.4956 NLLLoss: 0.0198 Acc@1: 99.993%
  4042.  
  4043. | Validation Epoch #792 Loss: 0.6502 NLLLoss: 0.6502 Acc@1: 82.54%
  4044.  
  4045. | Best Test Acc: Acc@1: 82.41%
  4046. | Epoch [793/1000] Iter[450/ 41] Loss: 0.7814 SupLoss: 0.2818 UsupLoss: 0.4946 NLLLoss: 0.0194 Acc@1: 99.978%
  4047.  
  4048. | Validation Epoch #793 Loss: 0.6515 NLLLoss: 0.6515 Acc@1: 82.22%
  4049.  
  4050. | Best Test Acc: Acc@1: 82.41%
  4051. | Epoch [794/1000] Iter[450/ 41] Loss: 0.7607 SupLoss: 0.2781 UsupLoss: 0.4778 NLLLoss: 0.0196 Acc@1: 99.980%
  4052.  
  4053. | Validation Epoch #794 Loss: 0.6085 NLLLoss: 0.6085 Acc@1: 82.46%
  4054.  
  4055. | Best Test Acc: Acc@1: 82.41%
  4056. | Epoch [795/1000] Iter[450/ 41] Loss: 0.7307 SupLoss: 0.2408 UsupLoss: 0.4851 NLLLoss: 0.0182 Acc@1: 99.982%
  4057.  
  4058. | Validation Epoch #795 Loss: 0.6877 NLLLoss: 0.6877 Acc@1: 81.48%
  4059.  
  4060. | Best Test Acc: Acc@1: 82.41%
  4061. | Epoch [796/1000] Iter[450/ 41] Loss: 0.7755 SupLoss: 0.2894 UsupLoss: 0.4814 NLLLoss: 0.0197 Acc@1: 99.978%
  4062.  
  4063. | Validation Epoch #796 Loss: 0.6716 NLLLoss: 0.6716 Acc@1: 81.84%
  4064.  
  4065. | Best Test Acc: Acc@1: 82.41%
  4066. | Epoch [797/1000] Iter[450/ 41] Loss: 0.7861 SupLoss: 0.2763 UsupLoss: 0.5050 NLLLoss: 0.0185 Acc@1: 99.987%
  4067.  
  4068. | Validation Epoch #797 Loss: 0.6615 NLLLoss: 0.6615 Acc@1: 81.74%
  4069.  
  4070. | Best Test Acc: Acc@1: 82.41%
  4071. | Epoch [798/1000] Iter[450/ 41] Loss: 0.7553 SupLoss: 0.2675 UsupLoss: 0.4830 NLLLoss: 0.0190 Acc@1: 99.991%
  4072.  
  4073. | Validation Epoch #798 Loss: 0.6079 NLLLoss: 0.6079 Acc@1: 82.48%
  4074.  
  4075. | Best Test Acc: Acc@1: 82.41%
  4076. | Epoch [799/1000] Iter[450/ 41] Loss: 0.7727 SupLoss: 0.2518 UsupLoss: 0.5160 NLLLoss: 0.0197 Acc@1: 99.967%
  4077.  
  4078. | Validation Epoch #799 Loss: 0.6160 NLLLoss: 0.6160 Acc@1: 83.08%
  4079.  
  4080. | Best Test Acc: Epoch #799 Loss: 0.6189 NLLLoss: 0.6189 Acc@1: 82.56%
  4081.  
  4082. | Best Test Acc: Acc@1: 82.56%
  4083. | Epoch [800/1000] Iter[450/ 41] Loss: 0.7701 SupLoss: 0.2633 UsupLoss: 0.5019 NLLLoss: 0.0189 Acc@1: 99.991%
  4084.  
  4085. | Validation Epoch #800 Loss: 0.6610 NLLLoss: 0.6610 Acc@1: 81.92%
  4086.  
  4087. | Best Test Acc: Acc@1: 82.56%
  4088. | Epoch [801/1000] Iter[450/ 41] Loss: 0.7469 SupLoss: 0.2558 UsupLoss: 0.4864 NLLLoss: 0.0186 Acc@1: 99.984%
  4089.  
  4090. | Validation Epoch #801 Loss: 0.6990 NLLLoss: 0.6990 Acc@1: 81.42%
  4091.  
  4092. | Best Test Acc: Acc@1: 82.56%
  4093. | Epoch [802/1000] Iter[450/ 41] Loss: 0.7718 SupLoss: 0.2767 UsupLoss: 0.4904 NLLLoss: 0.0200 Acc@1: 99.967%
  4094.  
  4095. | Validation Epoch #802 Loss: 0.6741 NLLLoss: 0.6741 Acc@1: 81.46%
  4096.  
  4097. | Best Test Acc: Acc@1: 82.56%
  4098. | Epoch [803/1000] Iter[450/ 41] Loss: 0.7324 SupLoss: 0.2449 UsupLoss: 0.4828 NLLLoss: 0.0181 Acc@1: 99.984%
  4099.  
  4100. | Validation Epoch #803 Loss: 0.6204 NLLLoss: 0.6204 Acc@1: 82.44%
  4101.  
  4102. | Best Test Acc: Acc@1: 82.56%
  4103. | Epoch [804/1000] Iter[450/ 41] Loss: 0.8100 SupLoss: 0.2975 UsupLoss: 0.5078 NLLLoss: 0.0189 Acc@1: 99.976%
  4104.  
  4105. | Validation Epoch #804 Loss: 0.6424 NLLLoss: 0.6424 Acc@1: 82.28%
  4106.  
  4107. | Best Test Acc: Acc@1: 82.56%
  4108. | Epoch [805/1000] Iter[450/ 41] Loss: 0.7664 SupLoss: 0.2700 UsupLoss: 0.4916 NLLLoss: 0.0188 Acc@1: 99.971%
  4109.  
  4110. | Validation Epoch #805 Loss: 0.6604 NLLLoss: 0.6604 Acc@1: 82.02%
  4111.  
  4112. | Best Test Acc: Acc@1: 82.56%
  4113. | Epoch [806/1000] Iter[450/ 41] Loss: 0.8086 SupLoss: 0.3104 UsupLoss: 0.4934 NLLLoss: 0.0190 Acc@1: 99.967%
  4114.  
  4115. | Validation Epoch #806 Loss: 0.6159 NLLLoss: 0.6159 Acc@1: 82.16%
  4116.  
  4117. | Best Test Acc: Acc@1: 82.56%
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