Loading cora dataset...
Epoch: 0001 loss_train: 1.9541 acc_train: 0.1357 loss_val: 1.9369 acc_val: 0.4667 time: 0.8650s
Epoch: 0002 loss_train: 1.9323 acc_train: 0.3000 loss_val: 1.9266 acc_val: 0.5567 time: 1.0435s
Epoch: 0003 loss_train: 1.9185 acc_train: 0.3000 loss_val: 1.9166 acc_val: 0.5700 time: 0.8600s
Epoch: 0004 loss_train: 1.9087 acc_train: 0.4857 loss_val: 1.9067 acc_val: 0.5800 time: 1.1615s
Epoch: 0005 loss_train: 1.9133 acc_train: 0.4500 loss_val: 1.8971 acc_val: 0.5867 time: 1.1886s
Epoch: 0006 loss_train: 1.8921 acc_train: 0.4214 loss_val: 1.8874 acc_val: 0.5833 time: 0.9263s
Epoch: 0007 loss_train: 1.8711 acc_train: 0.4929 loss_val: 1.8773 acc_val: 0.5667 time: 1.0667s
Epoch: 0008 loss_train: 1.8704 acc_train: 0.4786 loss_val: 1.8672 acc_val: 0.5667 time: 1.2524s
Epoch: 0009 loss_train: 1.8442 acc_train: 0.5214 loss_val: 1.8570 acc_val: 0.5833 time: 1.5377s
Epoch: 0010 loss_train: 1.8367 acc_train: 0.5143 loss_val: 1.8467 acc_val: 0.5900 time: 1.0522s
Epoch: 0011 loss_train: 1.8289 acc_train: 0.4929 loss_val: 1.8363 acc_val: 0.5933 time: 0.8224s
Epoch: 0012 loss_train: 1.8155 acc_train: 0.5357 loss_val: 1.8256 acc_val: 0.5933 time: 0.8406s
Epoch: 0013 loss_train: 1.7896 acc_train: 0.5429 loss_val: 1.8148 acc_val: 0.5967 time: 1.0399s
Epoch: 0014 loss_train: 1.7916 acc_train: 0.5571 loss_val: 1.8039 acc_val: 0.6067 time: 1.1897s
Epoch: 0015 loss_train: 1.7711 acc_train: 0.6071 loss_val: 1.7927 acc_val: 0.6067 time: 0.9742s
Epoch: 0016 loss_train: 1.7603 acc_train: 0.5429 loss_val: 1.7813 acc_val: 0.6167 time: 1.0809s
Epoch: 0017 loss_train: 1.7511 acc_train: 0.5643 loss_val: 1.7698 acc_val: 0.6167 time: 1.1590s
Epoch: 0018 loss_train: 1.7321 acc_train: 0.6071 loss_val: 1.7581 acc_val: 0.6167 time: 1.2808s
Epoch: 0019 loss_train: 1.7058 acc_train: 0.5429 loss_val: 1.7461 acc_val: 0.6167 time: 1.0920s
Epoch: 0020 loss_train: 1.6793 acc_train: 0.5429 loss_val: 1.7338 acc_val: 0.6133 time: 0.8956s
Epoch: 0021 loss_train: 1.6885 acc_train: 0.5929 loss_val: 1.7214 acc_val: 0.6100 time: 0.8148s
Epoch: 0022 loss_train: 1.6451 acc_train: 0.5500 loss_val: 1.7088 acc_val: 0.6100 time: 1.1968s
Epoch: 0023 loss_train: 1.6402 acc_train: 0.5357 loss_val: 1.6961 acc_val: 0.6100 time: 1.5158s
Epoch: 0024 loss_train: 1.6425 acc_train: 0.5571 loss_val: 1.6833 acc_val: 0.6133 time: 1.0018s
Epoch: 0025 loss_train: 1.6536 acc_train: 0.5500 loss_val: 1.6706 acc_val: 0.6133 time: 1.1224s
Epoch: 0026 loss_train: 1.5953 acc_train: 0.6071 loss_val: 1.6576 acc_val: 0.6133 time: 1.2667s
Epoch: 0027 loss_train: 1.6258 acc_train: 0.5357 loss_val: 1.6448 acc_val: 0.6133 time: 1.1905s
Epoch: 0028 loss_train: 1.5975 acc_train: 0.5714 loss_val: 1.6321 acc_val: 0.6133 time: 1.0418s
Epoch: 0029 loss_train: 1.5995 acc_train: 0.5929 loss_val: 1.6196 acc_val: 0.6167 time: 1.0596s
Epoch: 0030 loss_train: 1.5434 acc_train: 0.6286 loss_val: 1.6070 acc_val: 0.6167 time: 1.0945s
Epoch: 0031 loss_train: 1.5421 acc_train: 0.5929 loss_val: 1.5943 acc_val: 0.6200 time: 1.0618s
Epoch: 0032 loss_train: 1.5693 acc_train: 0.6143 loss_val: 1.5817 acc_val: 0.6233 time: 1.1207s
Epoch: 0033 loss_train: 1.5184 acc_train: 0.6429 loss_val: 1.5691 acc_val: 0.6333 time: 1.0173s
Epoch: 0034 loss_train: 1.5086 acc_train: 0.6071 loss_val: 1.5566 acc_val: 0.6433 time: 1.2278s
Epoch: 0035 loss_train: 1.4704 acc_train: 0.6429 loss_val: 1.5443 acc_val: 0.6533 time: 1.0552s
Epoch: 0036 loss_train: 1.4727 acc_train: 0.5857 loss_val: 1.5320 acc_val: 0.6733 time: 1.0945s
Epoch: 0037 loss_train: 1.4370 acc_train: 0.6786 loss_val: 1.5195 acc_val: 0.6800 time: 0.9706s
Epoch: 0038 loss_train: 1.5001 acc_train: 0.6143 loss_val: 1.5073 acc_val: 0.6867 time: 1.2217s
Epoch: 0039 loss_train: 1.4230 acc_train: 0.6500 loss_val: 1.4951 acc_val: 0.6900 time: 1.1144s
Epoch: 0040 loss_train: 1.4233 acc_train: 0.6571 loss_val: 1.4829 acc_val: 0.6900 time: 0.8635s
Epoch: 0041 loss_train: 1.3750 acc_train: 0.7214 loss_val: 1.4708 acc_val: 0.6933 time: 1.1411s
Epoch: 0042 loss_train: 1.4173 acc_train: 0.6357 loss_val: 1.4589 acc_val: 0.7000 time: 1.0617s
Epoch: 0043 loss_train: 1.3574 acc_train: 0.6643 loss_val: 1.4470 acc_val: 0.7100 time: 1.1307s
Epoch: 0044 loss_train: 1.3642 acc_train: 0.6214 loss_val: 1.4352 acc_val: 0.7133 time: 1.1405s
Epoch: 0045 loss_train: 1.3707 acc_train: 0.7357 loss_val: 1.4234 acc_val: 0.7200 time: 1.1981s
Epoch: 0046 loss_train: 1.3434 acc_train: 0.6500 loss_val: 1.4118 acc_val: 0.7267 time: 1.1521s
Epoch: 0047 loss_train: 1.3304 acc_train: 0.6786 loss_val: 1.4003 acc_val: 0.7433 time: 0.8314s
Epoch: 0048 loss_train: 1.3765 acc_train: 0.6429 loss_val: 1.3893 acc_val: 0.7533 time: 0.7466s
Epoch: 0049 loss_train: 1.3324 acc_train: 0.6786 loss_val: 1.3785 acc_val: 0.7567 time: 0.8530s
Epoch: 0050 loss_train: 1.2963 acc_train: 0.7571 loss_val: 1.3678 acc_val: 0.7633 time: 0.7181s
Epoch: 0051 loss_train: 1.2612 acc_train: 0.7571 loss_val: 1.3571 acc_val: 0.7567 time: 1.3476s
Epoch: 0052 loss_train: 1.2741 acc_train: 0.7143 loss_val: 1.3464 acc_val: 0.7667 time: 1.1356s
Epoch: 0053 loss_train: 1.3169 acc_train: 0.7071 loss_val: 1.3358 acc_val: 0.7667 time: 1.1739s
Epoch: 0054 loss_train: 1.2528 acc_train: 0.6714 loss_val: 1.3253 acc_val: 0.7700 time: 1.1050s
Epoch: 0055 loss_train: 1.2156 acc_train: 0.7286 loss_val: 1.3147 acc_val: 0.7733 time: 1.4047s
Epoch: 0056 loss_train: 1.2660 acc_train: 0.6929 loss_val: 1.3042 acc_val: 0.7767 time: 1.1241s
Epoch: 0057 loss_train: 1.2134 acc_train: 0.7429 loss_val: 1.2941 acc_val: 0.7800 time: 1.0495s
Epoch: 0058 loss_train: 1.1866 acc_train: 0.7429 loss_val: 1.2843 acc_val: 0.7800 time: 1.0800s
Epoch: 0059 loss_train: 1.2318 acc_train: 0.7571 loss_val: 1.2749 acc_val: 0.7967 time: 1.1514s
Epoch: 0060 loss_train: 1.2399 acc_train: 0.7143 loss_val: 1.2658 acc_val: 0.8000 time: 1.0613s
Epoch: 0061 loss_train: 1.1344 acc_train: 0.7714 loss_val: 1.2567 acc_val: 0.8000 time: 1.1337s
Epoch: 0062 loss_train: 1.2413 acc_train: 0.7214 loss_val: 1.2477 acc_val: 0.8000 time: 1.1291s
Epoch: 0063 loss_train: 1.2603 acc_train: 0.6786 loss_val: 1.2389 acc_val: 0.8033 time: 1.2871s
Epoch: 0064 loss_train: 1.1527 acc_train: 0.7571 loss_val: 1.2304 acc_val: 0.8033 time: 1.2907s
Epoch: 0065 loss_train: 1.1790 acc_train: 0.7571 loss_val: 1.2217 acc_val: 0.8033 time: 0.9842s
Epoch: 0066 loss_train: 1.1596 acc_train: 0.7286 loss_val: 1.2129 acc_val: 0.8100 time: 1.1899s
Epoch: 0067 loss_train: 1.1044 acc_train: 0.7714 loss_val: 1.2041 acc_val: 0.8100 time: 1.1108s
Epoch: 0068 loss_train: 1.0289 acc_train: 0.8000 loss_val: 1.1954 acc_val: 0.8100 time: 0.8202s
Epoch: 0069 loss_train: 1.1588 acc_train: 0.7571 loss_val: 1.1866 acc_val: 0.8100 time: 0.8337s
Epoch: 0070 loss_train: 1.0540 acc_train: 0.7929 loss_val: 1.1778 acc_val: 0.8133 time: 0.7911s
Epoch: 0071 loss_train: 1.1770 acc_train: 0.6929 loss_val: 1.1694 acc_val: 0.8100 time: 0.8317s
Epoch: 0072 loss_train: 1.1549 acc_train: 0.7214 loss_val: 1.1610 acc_val: 0.8133 time: 0.7274s
Epoch: 0073 loss_train: 1.0263 acc_train: 0.7786 loss_val: 1.1525 acc_val: 0.8133 time: 1.5926s
Epoch: 0074 loss_train: 1.1044 acc_train: 0.7500 loss_val: 1.1442 acc_val: 0.8133 time: 1.4028s
Epoch: 0075 loss_train: 1.0910 acc_train: 0.7500 loss_val: 1.1361 acc_val: 0.8167 time: 1.3042s
Epoch: 0076 loss_train: 1.0560 acc_train: 0.7929 loss_val: 1.1279 acc_val: 0.8200 time: 1.2205s
Epoch: 0077 loss_train: 1.0936 acc_train: 0.7429 loss_val: 1.1197 acc_val: 0.8233 time: 0.9306s
Epoch: 0078 loss_train: 1.0125 acc_train: 0.7643 loss_val: 1.1116 acc_val: 0.8233 time: 1.3248s
Epoch: 0079 loss_train: 1.0400 acc_train: 0.7429 loss_val: 1.1038 acc_val: 0.8233 time: 1.0883s
Epoch: 0080 loss_train: 1.1224 acc_train: 0.7286 loss_val: 1.0963 acc_val: 0.8233 time: 0.8522s
Epoch: 0081 loss_train: 1.0235 acc_train: 0.7643 loss_val: 1.0890 acc_val: 0.8300 time: 0.8886s
Epoch: 0082 loss_train: 1.0694 acc_train: 0.7643 loss_val: 1.0818 acc_val: 0.8267 time: 0.9557s
Epoch: 0083 loss_train: 1.0866 acc_train: 0.7214 loss_val: 1.0745 acc_val: 0.8267 time: 1.1955s
Epoch: 0084 loss_train: 1.0323 acc_train: 0.7429 loss_val: 1.0676 acc_val: 0.8267 time: 1.0594s
Epoch: 0085 loss_train: 1.0108 acc_train: 0.8000 loss_val: 1.0609 acc_val: 0.8267 time: 0.8552s
Epoch: 0086 loss_train: 0.9897 acc_train: 0.7929 loss_val: 1.0542 acc_val: 0.8333 time: 0.7371s
Epoch: 0087 loss_train: 0.9835 acc_train: 0.7571 loss_val: 1.0476 acc_val: 0.8333 time: 1.2641s
Epoch: 0088 loss_train: 1.0517 acc_train: 0.7286 loss_val: 1.0413 acc_val: 0.8333 time: 1.4512s
Epoch: 0089 loss_train: 1.0417 acc_train: 0.7143 loss_val: 1.0352 acc_val: 0.8367 time: 1.2002s
Epoch: 0090 loss_train: 1.0208 acc_train: 0.7214 loss_val: 1.0294 acc_val: 0.8367 time: 1.1660s
Epoch: 0091 loss_train: 0.9351 acc_train: 0.7929 loss_val: 1.0236 acc_val: 0.8367 time: 1.1048s
Epoch: 0092 loss_train: 0.9716 acc_train: 0.7857 loss_val: 1.0179 acc_val: 0.8367 time: 0.9800s
Epoch: 0093 loss_train: 0.9875 acc_train: 0.7429 loss_val: 1.0124 acc_val: 0.8367 time: 0.7096s
Epoch: 0094 loss_train: 0.9765 acc_train: 0.7357 loss_val: 1.0071 acc_val: 0.8300 time: 0.8245s
Epoch: 0095 loss_train: 0.9076 acc_train: 0.8071 loss_val: 1.0020 acc_val: 0.8300 time: 1.0319s
Epoch: 0096 loss_train: 0.9494 acc_train: 0.7929 loss_val: 0.9968 acc_val: 0.8300 time: 0.7676s
Epoch: 0097 loss_train: 1.0523 acc_train: 0.7357 loss_val: 0.9920 acc_val: 0.8333 time: 0.9526s
Epoch: 0098 loss_train: 0.9663 acc_train: 0.7500 loss_val: 0.9874 acc_val: 0.8333 time: 0.8042s
Epoch: 0099 loss_train: 0.9251 acc_train: 0.8000 loss_val: 0.9830 acc_val: 0.8333 time: 0.7599s
Epoch: 0100 loss_train: 1.0162 acc_train: 0.7357 loss_val: 0.9785 acc_val: 0.8400 time: 0.7039s
Epoch: 0101 loss_train: 0.9913 acc_train: 0.7786 loss_val: 0.9741 acc_val: 0.8400 time: 0.7274s
Epoch: 0102 loss_train: 0.8458 acc_train: 0.8000 loss_val: 0.9698 acc_val: 0.8367 time: 0.7429s
Epoch: 0103 loss_train: 0.9224 acc_train: 0.7429 loss_val: 0.9656 acc_val: 0.8367 time: 1.1255s
Epoch: 0104 loss_train: 0.9051 acc_train: 0.8000 loss_val: 0.9614 acc_val: 0.8400 time: 0.8348s
Epoch: 0105 loss_train: 0.9400 acc_train: 0.7714 loss_val: 0.9572 acc_val: 0.8367 time: 0.6753s
Epoch: 0106 loss_train: 0.9727 acc_train: 0.7429 loss_val: 0.9532 acc_val: 0.8367 time: 0.7115s
Epoch: 0107 loss_train: 0.8621 acc_train: 0.8500 loss_val: 0.9491 acc_val: 0.8367 time: 0.7634s
Epoch: 0108 loss_train: 0.9124 acc_train: 0.7786 loss_val: 0.9448 acc_val: 0.8367 time: 0.7509s
Epoch: 0109 loss_train: 0.9355 acc_train: 0.7357 loss_val: 0.9407 acc_val: 0.8367 time: 0.7554s
Epoch: 0110 loss_train: 0.8476 acc_train: 0.7786 loss_val: 0.9368 acc_val: 0.8333 time: 1.0856s
Epoch: 0111 loss_train: 0.9360 acc_train: 0.7714 loss_val: 0.9329 acc_val: 0.8333 time: 0.9361s
Epoch: 0112 loss_train: 0.9091 acc_train: 0.7857 loss_val: 0.9289 acc_val: 0.8300 time: 0.7661s
Epoch: 0113 loss_train: 0.8484 acc_train: 0.8286 loss_val: 0.9250 acc_val: 0.8367 time: 0.7296s
Epoch: 0114 loss_train: 0.9456 acc_train: 0.7429 loss_val: 0.9213 acc_val: 0.8333 time: 1.0417s
Epoch: 0115 loss_train: 0.8983 acc_train: 0.7929 loss_val: 0.9175 acc_val: 0.8333 time: 1.1364s
Epoch: 0116 loss_train: 0.8637 acc_train: 0.8000 loss_val: 0.9137 acc_val: 0.8333 time: 0.7625s
Epoch: 0117 loss_train: 0.9180 acc_train: 0.7500 loss_val: 0.9097 acc_val: 0.8333 time: 0.9008s
Epoch: 0118 loss_train: 0.9578 acc_train: 0.7500 loss_val: 0.9058 acc_val: 0.8333 time: 0.7649s
Epoch: 0119 loss_train: 0.8799 acc_train: 0.7929 loss_val: 0.9019 acc_val: 0.8333 time: 0.7558s
Epoch: 0120 loss_train: 0.8878 acc_train: 0.8071 loss_val: 0.8980 acc_val: 0.8333 time: 0.6965s
Epoch: 0121 loss_train: 0.8058 acc_train: 0.8214 loss_val: 0.8942 acc_val: 0.8300 time: 1.1915s
Epoch: 0122 loss_train: 0.8176 acc_train: 0.8357 loss_val: 0.8904 acc_val: 0.8333 time: 0.9578s
Epoch: 0123 loss_train: 0.8986 acc_train: 0.7500 loss_val: 0.8866 acc_val: 0.8367 time: 0.8991s
Epoch: 0124 loss_train: 0.7840 acc_train: 0.8143 loss_val: 0.8831 acc_val: 0.8367 time: 0.8416s
Epoch: 0125 loss_train: 0.8928 acc_train: 0.8000 loss_val: 0.8798 acc_val: 0.8367 time: 0.7975s
Epoch: 0126 loss_train: 0.8509 acc_train: 0.7857 loss_val: 0.8766 acc_val: 0.8367 time: 0.9258s
Epoch: 0127 loss_train: 0.8879 acc_train: 0.7857 loss_val: 0.8737 acc_val: 0.8400 time: 0.9429s
Epoch: 0128 loss_train: 0.8294 acc_train: 0.8071 loss_val: 0.8709 acc_val: 0.8400 time: 0.7427s
Epoch: 0129 loss_train: 0.8808 acc_train: 0.7786 loss_val: 0.8682 acc_val: 0.8400 time: 0.7876s
Epoch: 0130 loss_train: 0.8269 acc_train: 0.8500 loss_val: 0.8656 acc_val: 0.8400 time: 1.2194s
Epoch: 0131 loss_train: 0.8237 acc_train: 0.8071 loss_val: 0.8630 acc_val: 0.8400 time: 1.0025s
Epoch: 0132 loss_train: 0.8492 acc_train: 0.7643 loss_val: 0.8604 acc_val: 0.8333 time: 0.8731s
Epoch: 0133 loss_train: 0.8152 acc_train: 0.7786 loss_val: 0.8577 acc_val: 0.8333 time: 0.7600s
Epoch: 0134 loss_train: 0.8269 acc_train: 0.7857 loss_val: 0.8550 acc_val: 0.8300 time: 0.7660s
Epoch: 0135 loss_train: 0.9355 acc_train: 0.7357 loss_val: 0.8523 acc_val: 0.8300 time: 0.8023s
Epoch: 0136 loss_train: 0.7561 acc_train: 0.8143 loss_val: 0.8496 acc_val: 0.8267 time: 2.8034s
Epoch: 0137 loss_train: 0.6853 acc_train: 0.8500 loss_val: 0.8470 acc_val: 0.8300 time: 1.5145s
Epoch: 0138 loss_train: 0.7976 acc_train: 0.8071 loss_val: 0.8447 acc_val: 0.8300 time: 1.2506s
Epoch: 0139 loss_train: 0.8786 acc_train: 0.7429 loss_val: 0.8424 acc_val: 0.8300 time: 1.1092s
Epoch: 0140 loss_train: 0.8488 acc_train: 0.7714 loss_val: 0.8401 acc_val: 0.8267 time: 1.6049s
Epoch: 0141 loss_train: 0.8055 acc_train: 0.7857 loss_val: 0.8377 acc_val: 0.8267 time: 1.3585s
Epoch: 0142 loss_train: 0.7422 acc_train: 0.8214 loss_val: 0.8354 acc_val: 0.8267 time: 1.6108s
Epoch: 0143 loss_train: 0.7925 acc_train: 0.8071 loss_val: 0.8329 acc_val: 0.8267 time: 1.2690s
Epoch: 0144 loss_train: 0.7641 acc_train: 0.8214 loss_val: 0.8304 acc_val: 0.8267 time: 1.3032s
Epoch: 0145 loss_train: 0.7984 acc_train: 0.7643 loss_val: 0.8281 acc_val: 0.8267 time: 1.1782s
Epoch: 0146 loss_train: 0.8252 acc_train: 0.7571 loss_val: 0.8263 acc_val: 0.8267 time: 1.0210s
Epoch: 0147 loss_train: 0.8075 acc_train: 0.7929 loss_val: 0.8244 acc_val: 0.8233 time: 0.8261s
Epoch: 0148 loss_train: 0.7931 acc_train: 0.7714 loss_val: 0.8225 acc_val: 0.8233 time: 0.8939s
Epoch: 0149 loss_train: 0.7946 acc_train: 0.7786 loss_val: 0.8207 acc_val: 0.8233 time: 1.2498s
Epoch: 0150 loss_train: 0.7651 acc_train: 0.8000 loss_val: 0.8189 acc_val: 0.8233 time: 1.2337s
Epoch: 0151 loss_train: 0.8033 acc_train: 0.8071 loss_val: 0.8171 acc_val: 0.8267 time: 0.9553s
Epoch: 0152 loss_train: 0.8355 acc_train: 0.8143 loss_val: 0.8154 acc_val: 0.8267 time: 1.4352s
Epoch: 0153 loss_train: 0.7145 acc_train: 0.8071 loss_val: 0.8138 acc_val: 0.8267 time: 1.2104s
Epoch: 0154 loss_train: 0.8563 acc_train: 0.7571 loss_val: 0.8121 acc_val: 0.8267 time: 1.3649s
Epoch: 0155 loss_train: 0.7252 acc_train: 0.8214 loss_val: 0.8106 acc_val: 0.8267 time: 1.0471s
Epoch: 0156 loss_train: 0.9300 acc_train: 0.7500 loss_val: 0.8090 acc_val: 0.8267 time: 1.1283s
Epoch: 0157 loss_train: 0.8042 acc_train: 0.8143 loss_val: 0.8074 acc_val: 0.8267 time: 1.1510s
Epoch: 0158 loss_train: 0.7790 acc_train: 0.7929 loss_val: 0.8058 acc_val: 0.8233 time: 1.1852s
Epoch: 0159 loss_train: 0.7213 acc_train: 0.8571 loss_val: 0.8040 acc_val: 0.8233 time: 1.2719s
Epoch: 0160 loss_train: 0.8371 acc_train: 0.7786 loss_val: 0.8022 acc_val: 0.8233 time: 1.0644s
Epoch: 0161 loss_train: 0.7466 acc_train: 0.8214 loss_val: 0.8003 acc_val: 0.8233 time: 0.9342s
Epoch: 0162 loss_train: 0.7632 acc_train: 0.8286 loss_val: 0.7984 acc_val: 0.8233 time: 0.8086s
Epoch: 0163 loss_train: 0.8861 acc_train: 0.7214 loss_val: 0.7966 acc_val: 0.8233 time: 0.9338s
Epoch: 0164 loss_train: 0.7685 acc_train: 0.8071 loss_val: 0.7948 acc_val: 0.8300 time: 0.7301s
Epoch: 0165 loss_train: 0.8104 acc_train: 0.7929 loss_val: 0.7930 acc_val: 0.8267 time: 0.8566s
Epoch: 0166 loss_train: 0.7061 acc_train: 0.8071 loss_val: 0.7910 acc_val: 0.8267 time: 1.1982s
Epoch: 0167 loss_train: 0.7601 acc_train: 0.8214 loss_val: 0.7894 acc_val: 0.8267 time: 1.0446s
Epoch: 0168 loss_train: 0.7339 acc_train: 0.8143 loss_val: 0.7878 acc_val: 0.8267 time: 0.7676s
Epoch: 0169 loss_train: 0.7792 acc_train: 0.7929 loss_val: 0.7865 acc_val: 0.8267 time: 1.0943s
Epoch: 0170 loss_train: 0.6471 acc_train: 0.8500 loss_val: 0.7851 acc_val: 0.8267 time: 1.0575s
Epoch: 0171 loss_train: 0.7056 acc_train: 0.8286 loss_val: 0.7838 acc_val: 0.8267 time: 1.0809s
Epoch: 0172 loss_train: 0.8344 acc_train: 0.7500 loss_val: 0.7825 acc_val: 0.8267 time: 0.9735s
Epoch: 0173 loss_train: 0.7307 acc_train: 0.7929 loss_val: 0.7815 acc_val: 0.8267 time: 0.7386s
Epoch: 0174 loss_train: 0.8228 acc_train: 0.7643 loss_val: 0.7805 acc_val: 0.8267 time: 0.9217s
Epoch: 0175 loss_train: 0.7011 acc_train: 0.8214 loss_val: 0.7794 acc_val: 0.8267 time: 1.2590s
Epoch: 0176 loss_train: 0.6994 acc_train: 0.8286 loss_val: 0.7782 acc_val: 0.8267 time: 1.0825s
Epoch: 0177 loss_train: 0.7982 acc_train: 0.8000 loss_val: 0.7769 acc_val: 0.8267 time: 1.1241s
Epoch: 0178 loss_train: 0.8576 acc_train: 0.7786 loss_val: 0.7757 acc_val: 0.8267 time: 1.2872s
Epoch: 0179 loss_train: 0.7014 acc_train: 0.8071 loss_val: 0.7745 acc_val: 0.8267 time: 1.0086s
Epoch: 0180 loss_train: 0.6715 acc_train: 0.8429 loss_val: 0.7735 acc_val: 0.8267 time: 1.1903s
Epoch: 0181 loss_train: 0.7857 acc_train: 0.7714 loss_val: 0.7725 acc_val: 0.8167 time: 1.2605s
Epoch: 0182 loss_train: 0.6828 acc_train: 0.8286 loss_val: 0.7714 acc_val: 0.8167 time: 1.0289s
Epoch: 0183 loss_train: 0.6960 acc_train: 0.8071 loss_val: 0.7703 acc_val: 0.8167 time: 1.0813s
Epoch: 0184 loss_train: 0.7740 acc_train: 0.7714 loss_val: 0.7692 acc_val: 0.8167 time: 1.0526s
Epoch: 0185 loss_train: 0.7594 acc_train: 0.8000 loss_val: 0.7682 acc_val: 0.8133 time: 1.0446s
Epoch: 0186 loss_train: 0.7155 acc_train: 0.8214 loss_val: 0.7672 acc_val: 0.8133 time: 0.6973s
Epoch: 0187 loss_train: 0.7705 acc_train: 0.8286 loss_val: 0.7661 acc_val: 0.8133 time: 0.9541s
Epoch: 0188 loss_train: 0.6790 acc_train: 0.8286 loss_val: 0.7647 acc_val: 0.8133 time: 1.0834s
Epoch: 0189 loss_train: 0.7412 acc_train: 0.8000 loss_val: 0.7631 acc_val: 0.8133 time: 2.6124s
Epoch: 0190 loss_train: 0.7052 acc_train: 0.8214 loss_val: 0.7615 acc_val: 0.8133 time: 1.3158s
Epoch: 0191 loss_train: 0.7128 acc_train: 0.8500 loss_val: 0.7598 acc_val: 0.8133 time: 0.9308s
Epoch: 0192 loss_train: 0.7145 acc_train: 0.8286 loss_val: 0.7583 acc_val: 0.8133 time: 0.7760s
Epoch: 0193 loss_train: 0.7127 acc_train: 0.8071 loss_val: 0.7567 acc_val: 0.8167 time: 1.1993s
Epoch: 0194 loss_train: 0.7022 acc_train: 0.8071 loss_val: 0.7553 acc_val: 0.8167 time: 1.2134s
Epoch: 0195 loss_train: 0.7222 acc_train: 0.8214 loss_val: 0.7542 acc_val: 0.8167 time: 1.0978s
Epoch: 0196 loss_train: 0.7436 acc_train: 0.8143 loss_val: 0.7530 acc_val: 0.8167 time: 0.7219s
Epoch: 0197 loss_train: 0.7137 acc_train: 0.8286 loss_val: 0.7518 acc_val: 0.8133 time: 1.2075s
Epoch: 0198 loss_train: 0.7894 acc_train: 0.8000 loss_val: 0.7509 acc_val: 0.8133 time: 1.1715s
Epoch: 0199 loss_train: 0.7647 acc_train: 0.8071 loss_val: 0.7501 acc_val: 0.8167 time: 0.7499s
Epoch: 0200 loss_train: 0.7298 acc_train: 0.8071 loss_val: 0.7494 acc_val: 0.8167 time: 0.7525s
Epoch: 0201 loss_train: 0.7914 acc_train: 0.7929 loss_val: 0.7488 acc_val: 0.8133 time: 0.8077s
Epoch: 0202 loss_train: 0.7198 acc_train: 0.7786 loss_val: 0.7482 acc_val: 0.8133 time: 0.8150s
Epoch: 0203 loss_train: 0.7053 acc_train: 0.8214 loss_val: 0.7477 acc_val: 0.8133 time: 0.8048s
Epoch: 0204 loss_train: 0.7481 acc_train: 0.8000 loss_val: 0.7470 acc_val: 0.8133 time: 0.7502s
Epoch: 0205 loss_train: 0.7459 acc_train: 0.7857 loss_val: 0.7463 acc_val: 0.8133 time: 0.8616s
Epoch: 0206 loss_train: 0.8175 acc_train: 0.7714 loss_val: 0.7457 acc_val: 0.8133 time: 1.3074s
Epoch: 0207 loss_train: 0.6613 acc_train: 0.8214 loss_val: 0.7452 acc_val: 0.8133 time: 0.9545s
Epoch: 0208 loss_train: 0.7833 acc_train: 0.7929 loss_val: 0.7449 acc_val: 0.8133 time: 0.7782s
Epoch: 0209 loss_train: 0.7286 acc_train: 0.8214 loss_val: 0.7445 acc_val: 0.8133 time: 1.0327s
Epoch: 0210 loss_train: 0.6123 acc_train: 0.8286 loss_val: 0.7443 acc_val: 0.8133 time: 0.7120s
Epoch: 0211 loss_train: 0.7396 acc_train: 0.8143 loss_val: 0.7441 acc_val: 0.8133 time: 0.6731s
Epoch: 0212 loss_train: 0.7148 acc_train: 0.7929 loss_val: 0.7439 acc_val: 0.8133 time: 0.7351s
Epoch: 0213 loss_train: 0.7714 acc_train: 0.7786 loss_val: 0.7439 acc_val: 0.8133 time: 0.9026s
Epoch: 0214 loss_train: 0.6730 acc_train: 0.8357 loss_val: 0.7438 acc_val: 0.8133 time: 0.8487s
Epoch: 0215 loss_train: 0.7286 acc_train: 0.8214 loss_val: 0.7433 acc_val: 0.8100 time: 0.7625s
Epoch: 0216 loss_train: 0.7511 acc_train: 0.7714 loss_val: 0.7427 acc_val: 0.8100 time: 0.7550s
Epoch: 0217 loss_train: 0.7165 acc_train: 0.8000 loss_val: 0.7423 acc_val: 0.8100 time: 0.7898s
Epoch: 0218 loss_train: 0.7640 acc_train: 0.7714 loss_val: 0.7421 acc_val: 0.8100 time: 1.0081s
Epoch: 0219 loss_train: 0.7699 acc_train: 0.7786 loss_val: 0.7420 acc_val: 0.8100 time: 1.1479s
Epoch: 0220 loss_train: 0.7697 acc_train: 0.7643 loss_val: 0.7422 acc_val: 0.8100 time: 0.9884s
Epoch: 0221 loss_train: 0.7633 acc_train: 0.7500 loss_val: 0.7423 acc_val: 0.8100 time: 0.7324s
Epoch: 0222 loss_train: 0.6889 acc_train: 0.7929 loss_val: 0.7424 acc_val: 0.8100 time: 0.8130s
Epoch: 0223 loss_train: 0.6763 acc_train: 0.8214 loss_val: 0.7426 acc_val: 0.8100 time: 0.7015s
Epoch: 0224 loss_train: 0.6373 acc_train: 0.8786 loss_val: 0.7424 acc_val: 0.8100 time: 0.7229s
Epoch: 0225 loss_train: 0.7222 acc_train: 0.7929 loss_val: 0.7419 acc_val: 0.8100 time: 0.7302s
Epoch: 0226 loss_train: 0.7272 acc_train: 0.8000 loss_val: 0.7411 acc_val: 0.8100 time: 0.7868s
Epoch: 0227 loss_train: 0.6997 acc_train: 0.7857 loss_val: 0.7400 acc_val: 0.8100 time: 0.9132s
Epoch: 0228 loss_train: 0.6479 acc_train: 0.8143 loss_val: 0.7391 acc_val: 0.8100 time: 0.8884s
Epoch: 0229 loss_train: 0.6961 acc_train: 0.8214 loss_val: 0.7378 acc_val: 0.8100 time: 0.8877s
Epoch: 0230 loss_train: 0.6741 acc_train: 0.8143 loss_val: 0.7365 acc_val: 0.8100 time: 0.8947s
Epoch: 0231 loss_train: 0.6854 acc_train: 0.8071 loss_val: 0.7353 acc_val: 0.8100 time: 0.7586s
Epoch: 0232 loss_train: 0.6749 acc_train: 0.7929 loss_val: 0.7343 acc_val: 0.8100 time: 0.7322s
Epoch: 0233 loss_train: 0.6545 acc_train: 0.8357 loss_val: 0.7332 acc_val: 0.8100 time: 0.9108s
Epoch: 0234 loss_train: 0.6529 acc_train: 0.8000 loss_val: 0.7318 acc_val: 0.8100 time: 0.8302s
Epoch: 0235 loss_train: 0.6771 acc_train: 0.8286 loss_val: 0.7305 acc_val: 0.8100 time: 0.7641s
Epoch: 0236 loss_train: 0.7206 acc_train: 0.8214 loss_val: 0.7289 acc_val: 0.8100 time: 1.2202s
Epoch: 0237 loss_train: 0.6741 acc_train: 0.7857 loss_val: 0.7276 acc_val: 0.8100 time: 1.7239s
Epoch: 0238 loss_train: 0.8576 acc_train: 0.7571 loss_val: 0.7265 acc_val: 0.8100 time: 1.2753s
Epoch: 0239 loss_train: 0.6294 acc_train: 0.8571 loss_val: 0.7253 acc_val: 0.8133 time: 1.2607s
Epoch: 0240 loss_train: 0.8153 acc_train: 0.7500 loss_val: 0.7242 acc_val: 0.8133 time: 1.1191s
Epoch: 0241 loss_train: 0.6780 acc_train: 0.8286 loss_val: 0.7229 acc_val: 0.8133 time: 1.0276s
Epoch: 0242 loss_train: 0.7429 acc_train: 0.7857 loss_val: 0.7219 acc_val: 0.8167 time: 1.1529s
Epoch: 0243 loss_train: 0.7506 acc_train: 0.8000 loss_val: 0.7205 acc_val: 0.8200 time: 0.9547s
Epoch: 0244 loss_train: 0.7225 acc_train: 0.8071 loss_val: 0.7194 acc_val: 0.8200 time: 0.7835s
Epoch: 0245 loss_train: 0.5929 acc_train: 0.8571 loss_val: 0.7184 acc_val: 0.8200 time: 1.2057s
Epoch: 0246 loss_train: 0.6160 acc_train: 0.8214 loss_val: 0.7176 acc_val: 0.8200 time: 1.1575s
Epoch: 0247 loss_train: 0.6387 acc_train: 0.8214 loss_val: 0.7169 acc_val: 0.8200 time: 1.0505s
Epoch: 0248 loss_train: 0.7429 acc_train: 0.7929 loss_val: 0.7160 acc_val: 0.8200 time: 1.0647s
Epoch: 0249 loss_train: 0.6352 acc_train: 0.8286 loss_val: 0.7151 acc_val: 0.8200 time: 0.9284s
Epoch: 0250 loss_train: 0.6598 acc_train: 0.8143 loss_val: 0.7144 acc_val: 0.8200 time: 2.5242s
Epoch: 0251 loss_train: 0.6858 acc_train: 0.8357 loss_val: 0.7136 acc_val: 0.8200 time: 1.5145s
Epoch: 0252 loss_train: 0.7390 acc_train: 0.7714 loss_val: 0.7128 acc_val: 0.8200 time: 1.1276s
Epoch: 0253 loss_train: 0.7667 acc_train: 0.7857 loss_val: 0.7120 acc_val: 0.8200 time: 1.0901s
Epoch: 0254 loss_train: 0.6573 acc_train: 0.7929 loss_val: 0.7112 acc_val: 0.8200 time: 0.8541s
Epoch: 0255 loss_train: 0.6416 acc_train: 0.8286 loss_val: 0.7107 acc_val: 0.8167 time: 1.0493s
Epoch: 0256 loss_train: 0.6596 acc_train: 0.8714 loss_val: 0.7100 acc_val: 0.8133 time: 0.8692s
Epoch: 0257 loss_train: 0.6425 acc_train: 0.8357 loss_val: 0.7094 acc_val: 0.8133 time: 0.7747s
Epoch: 0258 loss_train: 0.6381 acc_train: 0.8000 loss_val: 0.7089 acc_val: 0.8100 time: 0.9097s
Epoch: 0259 loss_train: 0.7620 acc_train: 0.8000 loss_val: 0.7087 acc_val: 0.8100 time: 0.8654s
Epoch: 0260 loss_train: 0.7741 acc_train: 0.7786 loss_val: 0.7086 acc_val: 0.8100 time: 0.8088s
Epoch: 0261 loss_train: 0.6176 acc_train: 0.8429 loss_val: 0.7083 acc_val: 0.8100 time: 0.8028s
Epoch: 0262 loss_train: 0.7231 acc_train: 0.8000 loss_val: 0.7081 acc_val: 0.8133 time: 0.8341s
Epoch: 0263 loss_train: 0.6878 acc_train: 0.7786 loss_val: 0.7082 acc_val: 0.8133 time: 0.7007s
Epoch: 0264 loss_train: 0.6719 acc_train: 0.8071 loss_val: 0.7087 acc_val: 0.8133 time: 0.7524s
Epoch: 0265 loss_train: 0.5384 acc_train: 0.8643 loss_val: 0.7092 acc_val: 0.8100 time: 0.7485s
Epoch: 0266 loss_train: 0.7281 acc_train: 0.7714 loss_val: 0.7097 acc_val: 0.8100 time: 0.7958s
Epoch: 0267 loss_train: 0.7102 acc_train: 0.7714 loss_val: 0.7102 acc_val: 0.8133 time: 0.7390s
Epoch: 0268 loss_train: 0.6406 acc_train: 0.8286 loss_val: 0.7109 acc_val: 0.8100 time: 1.0583s
Epoch: 0269 loss_train: 0.7703 acc_train: 0.7857 loss_val: 0.7117 acc_val: 0.8133 time: 0.9027s
Epoch: 0270 loss_train: 0.6534 acc_train: 0.8357 loss_val: 0.7122 acc_val: 0.8133 time: 0.7380s
Epoch: 0271 loss_train: 0.7268 acc_train: 0.7500 loss_val: 0.7127 acc_val: 0.8133 time: 0.9008s
Epoch: 0272 loss_train: 0.6924 acc_train: 0.8071 loss_val: 0.7127 acc_val: 0.8100 time: 1.0056s
Epoch: 0273 loss_train: 0.6668 acc_train: 0.8143 loss_val: 0.7126 acc_val: 0.8100 time: 0.7745s
Epoch: 0274 loss_train: 0.7460 acc_train: 0.7929 loss_val: 0.7123 acc_val: 0.8100 time: 0.8199s
Epoch: 0275 loss_train: 0.6958 acc_train: 0.8143 loss_val: 0.7117 acc_val: 0.8100 time: 0.7713s
Epoch: 0276 loss_train: 0.5895 acc_train: 0.8500 loss_val: 0.7109 acc_val: 0.8133 time: 0.7641s
Epoch: 0277 loss_train: 0.7218 acc_train: 0.7571 loss_val: 0.7101 acc_val: 0.8100 time: 0.8718s
Epoch: 0278 loss_train: 0.7036 acc_train: 0.7929 loss_val: 0.7092 acc_val: 0.8067 time: 0.8706s
Epoch: 0279 loss_train: 0.7200 acc_train: 0.8000 loss_val: 0.7087 acc_val: 0.8067 time: 0.7215s
Epoch: 0280 loss_train: 0.6599 acc_train: 0.8143 loss_val: 0.7083 acc_val: 0.8067 time: 0.8360s
Epoch: 0281 loss_train: 0.7283 acc_train: 0.8071 loss_val: 0.7081 acc_val: 0.8067 time: 0.9036s
Epoch: 0282 loss_train: 0.6676 acc_train: 0.8000 loss_val: 0.7078 acc_val: 0.8067 time: 0.7948s
Epoch: 0283 loss_train: 0.6146 acc_train: 0.8571 loss_val: 0.7075 acc_val: 0.8067 time: 0.8591s
Epoch: 0284 loss_train: 0.6055 acc_train: 0.8357 loss_val: 0.7070 acc_val: 0.8100 time: 0.8210s
Epoch: 0285 loss_train: 0.6308 acc_train: 0.8429 loss_val: 0.7065 acc_val: 0.8133 time: 0.7572s
Epoch: 0286 loss_train: 0.5406 acc_train: 0.8500 loss_val: 0.7058 acc_val: 0.8133 time: 0.7095s
Epoch: 0287 loss_train: 0.7264 acc_train: 0.7929 loss_val: 0.7051 acc_val: 0.8133 time: 0.8197s
Epoch: 0288 loss_train: 0.6943 acc_train: 0.8000 loss_val: 0.7044 acc_val: 0.8133 time: 0.8756s
Epoch: 0289 loss_train: 0.7001 acc_train: 0.8071 loss_val: 0.7038 acc_val: 0.8200 time: 0.8546s
Epoch: 0290 loss_train: 0.6828 acc_train: 0.7857 loss_val: 0.7035 acc_val: 0.8200 time: 0.9728s
Epoch: 0291 loss_train: 0.8102 acc_train: 0.7643 loss_val: 0.7035 acc_val: 0.8200 time: 0.9330s
Epoch: 0292 loss_train: 0.7083 acc_train: 0.7714 loss_val: 0.7034 acc_val: 0.8200 time: 0.7416s
Epoch: 0293 loss_train: 0.6357 acc_train: 0.8214 loss_val: 0.7037 acc_val: 0.8233 time: 0.9206s
Epoch: 0294 loss_train: 0.7285 acc_train: 0.7643 loss_val: 0.7041 acc_val: 0.8233 time: 0.9139s
Epoch: 0295 loss_train: 0.6376 acc_train: 0.8071 loss_val: 0.7046 acc_val: 0.8167 time: 0.8524s
Epoch: 0296 loss_train: 0.6052 acc_train: 0.8143 loss_val: 0.7050 acc_val: 0.8167 time: 0.7953s
Epoch: 0297 loss_train: 0.7074 acc_train: 0.7929 loss_val: 0.7051 acc_val: 0.8167 time: 0.7534s
Epoch: 0298 loss_train: 0.6561 acc_train: 0.8286 loss_val: 0.7050 acc_val: 0.8167 time: 0.7742s
Epoch: 0299 loss_train: 0.6724 acc_train: 0.8071 loss_val: 0.7049 acc_val: 0.8167 time: 0.8339s
Epoch: 0300 loss_train: 0.6612 acc_train: 0.8286 loss_val: 0.7049 acc_val: 0.8167 time: 0.9027s
Epoch: 0301 loss_train: 0.7424 acc_train: 0.7643 loss_val: 0.7048 acc_val: 0.8167 time: 0.9302s
Epoch: 0302 loss_train: 0.6309 acc_train: 0.8429 loss_val: 0.7049 acc_val: 0.8167 time: 0.7588s
Epoch: 0303 loss_train: 0.6314 acc_train: 0.8571 loss_val: 0.7051 acc_val: 0.8167 time: 0.8621s
Epoch: 0304 loss_train: 0.6573 acc_train: 0.8071 loss_val: 0.7052 acc_val: 0.8167 time: 0.7079s
Epoch: 0305 loss_train: 0.6102 acc_train: 0.8143 loss_val: 0.7051 acc_val: 0.8167 time: 0.7246s
Epoch: 0306 loss_train: 0.7611 acc_train: 0.7643 loss_val: 0.7053 acc_val: 0.8167 time: 0.8046s
Epoch: 0307 loss_train: 0.7068 acc_train: 0.7857 loss_val: 0.7052 acc_val: 0.8200 time: 0.7554s
Epoch: 0308 loss_train: 0.6452 acc_train: 0.8429 loss_val: 0.7050 acc_val: 0.8200 time: 0.7614s
Epoch: 0309 loss_train: 0.6050 acc_train: 0.8571 loss_val: 0.7045 acc_val: 0.8200 time: 0.7341s
Epoch: 0310 loss_train: 0.7549 acc_train: 0.7929 loss_val: 0.7040 acc_val: 0.8167 time: 0.9240s
Epoch: 0311 loss_train: 0.7055 acc_train: 0.8071 loss_val: 0.7033 acc_val: 0.8167 time: 0.8689s
Epoch: 0312 loss_train: 0.6399 acc_train: 0.7857 loss_val: 0.7031 acc_val: 0.8167 time: 0.8351s
Epoch: 0313 loss_train: 0.6645 acc_train: 0.8500 loss_val: 0.7028 acc_val: 0.8167 time: 0.8233s
Epoch: 0314 loss_train: 0.6851 acc_train: 0.8357 loss_val: 0.7024 acc_val: 0.8167 time: 1.1050s
Epoch: 0315 loss_train: 0.5530 acc_train: 0.8643 loss_val: 0.7022 acc_val: 0.8167 time: 0.8149s
Epoch: 0316 loss_train: 0.6741 acc_train: 0.7857 loss_val: 0.7023 acc_val: 0.8167 time: 0.8464s
Epoch: 0317 loss_train: 0.6849 acc_train: 0.8357 loss_val: 0.7025 acc_val: 0.8167 time: 0.8383s
Epoch: 0318 loss_train: 0.6538 acc_train: 0.8357 loss_val: 0.7027 acc_val: 0.8100 time: 0.7650s
Epoch: 0319 loss_train: 0.7136 acc_train: 0.8214 loss_val: 0.7025 acc_val: 0.8100 time: 1.7376s
Epoch: 0320 loss_train: 0.6384 acc_train: 0.8500 loss_val: 0.7022 acc_val: 0.8100 time: 1.0237s
Epoch: 0321 loss_train: 0.6741 acc_train: 0.8214 loss_val: 0.7017 acc_val: 0.8100 time: 0.7129s
Epoch: 0322 loss_train: 0.6103 acc_train: 0.8143 loss_val: 0.7012 acc_val: 0.8100 time: 0.8370s
Epoch: 0323 loss_train: 0.6243 acc_train: 0.8571 loss_val: 0.7006 acc_val: 0.8100 time: 0.7521s
Epoch: 0324 loss_train: 0.6748 acc_train: 0.7714 loss_val: 0.7002 acc_val: 0.8100 time: 0.8391s
Epoch: 0325 loss_train: 0.5830 acc_train: 0.8286 loss_val: 0.6997 acc_val: 0.8100 time: 0.9758s
Epoch: 0326 loss_train: 0.5941 acc_train: 0.8429 loss_val: 0.6992 acc_val: 0.8100 time: 0.9963s
Epoch: 0327 loss_train: 0.6217 acc_train: 0.8286 loss_val: 0.6987 acc_val: 0.8100 time: 0.9490s
Epoch: 0328 loss_train: 0.6445 acc_train: 0.8214 loss_val: 0.6984 acc_val: 0.8100 time: 0.6862s
Epoch: 0329 loss_train: 0.6826 acc_train: 0.8000 loss_val: 0.6980 acc_val: 0.8100 time: 0.7696s
Epoch: 0330 loss_train: 0.6336 acc_train: 0.8214 loss_val: 0.6977 acc_val: 0.8100 time: 0.8547s
Epoch: 0331 loss_train: 0.6469 acc_train: 0.8000 loss_val: 0.6974 acc_val: 0.8100 time: 0.7994s
Epoch: 0332 loss_train: 0.6359 acc_train: 0.8214 loss_val: 0.6970 acc_val: 0.8100 time: 0.8574s
Epoch: 0333 loss_train: 0.6408 acc_train: 0.8357 loss_val: 0.6965 acc_val: 0.8100 time: 1.0097s
Epoch: 0334 loss_train: 0.7140 acc_train: 0.7786 loss_val: 0.6960 acc_val: 0.8100 time: 1.0675s
Epoch: 0335 loss_train: 0.6172 acc_train: 0.8214 loss_val: 0.6953 acc_val: 0.8100 time: 1.0314s
Epoch: 0336 loss_train: 0.6817 acc_train: 0.8143 loss_val: 0.6944 acc_val: 0.8100 time: 0.8832s
Epoch: 0337 loss_train: 0.7392 acc_train: 0.7643 loss_val: 0.6933 acc_val: 0.8100 time: 0.9164s
Epoch: 0338 loss_train: 0.6234 acc_train: 0.8143 loss_val: 0.6923 acc_val: 0.8100 time: 1.0100s
Epoch: 0339 loss_train: 0.7089 acc_train: 0.7857 loss_val: 0.6913 acc_val: 0.8100 time: 0.7550s
Epoch: 0340 loss_train: 0.5744 acc_train: 0.8571 loss_val: 0.6905 acc_val: 0.8100 time: 0.8409s
Epoch: 0341 loss_train: 0.6996 acc_train: 0.7929 loss_val: 0.6897 acc_val: 0.8067 time: 0.8437s
Epoch: 0342 loss_train: 0.6328 acc_train: 0.8286 loss_val: 0.6889 acc_val: 0.8067 time: 0.7750s
Epoch: 0343 loss_train: 0.6416 acc_train: 0.8357 loss_val: 0.6881 acc_val: 0.8067 time: 1.0272s
Epoch: 0344 loss_train: 0.6628 acc_train: 0.8500 loss_val: 0.6875 acc_val: 0.8067 time: 1.2591s
Epoch: 0345 loss_train: 0.6183 acc_train: 0.8071 loss_val: 0.6871 acc_val: 0.8067 time: 0.9452s
Epoch: 0346 loss_train: 0.6044 acc_train: 0.8143 loss_val: 0.6868 acc_val: 0.8067 time: 0.7257s
Epoch: 0347 loss_train: 0.7468 acc_train: 0.7929 loss_val: 0.6868 acc_val: 0.8067 time: 1.0364s
Epoch: 0348 loss_train: 0.6439 acc_train: 0.8214 loss_val: 0.6870 acc_val: 0.8067 time: 0.9385s
Epoch: 0349 loss_train: 0.6663 acc_train: 0.8286 loss_val: 0.6873 acc_val: 0.8067 time: 0.8098s
Epoch: 0350 loss_train: 0.5860 acc_train: 0.8143 loss_val: 0.6875 acc_val: 0.8067 time: 0.7713s
Epoch: 0351 loss_train: 0.5286 acc_train: 0.8643 loss_val: 0.6877 acc_val: 0.8067 time: 0.7080s
Epoch: 0352 loss_train: 0.6950 acc_train: 0.7786 loss_val: 0.6878 acc_val: 0.8067 time: 0.8036s
Epoch: 0353 loss_train: 0.5742 acc_train: 0.8214 loss_val: 0.6881 acc_val: 0.8100 time: 0.8962s
Epoch: 0354 loss_train: 0.6630 acc_train: 0.8429 loss_val: 0.6882 acc_val: 0.8133 time: 0.7616s
Epoch: 0355 loss_train: 0.7080 acc_train: 0.7857 loss_val: 0.6884 acc_val: 0.8167 time: 0.8589s
Epoch: 0356 loss_train: 0.5657 acc_train: 0.8429 loss_val: 0.6886 acc_val: 0.8167 time: 0.7497s
Epoch: 0357 loss_train: 0.6569 acc_train: 0.7786 loss_val: 0.6888 acc_val: 0.8167 time: 0.8051s
Epoch: 0358 loss_train: 0.6359 acc_train: 0.8000 loss_val: 0.6893 acc_val: 0.8167 time: 0.7880s
Epoch: 0359 loss_train: 0.5747 acc_train: 0.8429 loss_val: 0.6896 acc_val: 0.8167 time: 1.2515s
Epoch: 0360 loss_train: 0.6626 acc_train: 0.8143 loss_val: 0.6900 acc_val: 0.8167 time: 0.9857s
Epoch: 0361 loss_train: 0.6924 acc_train: 0.8000 loss_val: 0.6905 acc_val: 0.8167 time: 0.7250s
Epoch: 0362 loss_train: 0.6904 acc_train: 0.7643 loss_val: 0.6912 acc_val: 0.8167 time: 0.9921s
Epoch: 0363 loss_train: 0.6024 acc_train: 0.8214 loss_val: 0.6916 acc_val: 0.8167 time: 1.2066s
Epoch: 0364 loss_train: 0.6472 acc_train: 0.8143 loss_val: 0.6920 acc_val: 0.8133 time: 0.9885s
Epoch: 0365 loss_train: 0.7013 acc_train: 0.7929 loss_val: 0.6922 acc_val: 0.8133 time: 0.8201s
Epoch: 0366 loss_train: 0.5730 acc_train: 0.8429 loss_val: 0.6923 acc_val: 0.8133 time: 0.7794s
Epoch: 0367 loss_train: 0.5875 acc_train: 0.8500 loss_val: 0.6922 acc_val: 0.8100 time: 0.7602s
Epoch: 0368 loss_train: 0.7378 acc_train: 0.7429 loss_val: 0.6920 acc_val: 0.8100 time: 0.8672s
Epoch: 0369 loss_train: 0.5343 acc_train: 0.8571 loss_val: 0.6921 acc_val: 0.8100 time: 1.1577s
Epoch: 0370 loss_train: 0.5511 acc_train: 0.8571 loss_val: 0.6922 acc_val: 0.8100 time: 1.2260s
Epoch: 0371 loss_train: 0.6977 acc_train: 0.7714 loss_val: 0.6926 acc_val: 0.8100 time: 1.0337s
Epoch: 0372 loss_train: 0.6020 acc_train: 0.8500 loss_val: 0.6929 acc_val: 0.8100 time: 1.0743s
Epoch: 0373 loss_train: 0.7332 acc_train: 0.7714 loss_val: 0.6931 acc_val: 0.8100 time: 0.9850s
Epoch: 0374 loss_train: 0.6420 acc_train: 0.8286 loss_val: 0.6934 acc_val: 0.8100 time: 0.9992s
Epoch: 0375 loss_train: 0.6951 acc_train: 0.7786 loss_val: 0.6939 acc_val: 0.8067 time: 0.7990s
Epoch: 0376 loss_train: 0.7381 acc_train: 0.7857 loss_val: 0.6942 acc_val: 0.8100 time: 0.8292s
Epoch: 0377 loss_train: 0.7206 acc_train: 0.7857 loss_val: 0.6941 acc_val: 0.8100 time: 1.0065s
Epoch: 0378 loss_train: 0.6145 acc_train: 0.8357 loss_val: 0.6942 acc_val: 0.8100 time: 1.0341s
Epoch: 0379 loss_train: 0.5709 acc_train: 0.8214 loss_val: 0.6941 acc_val: 0.8100 time: 0.8721s
Epoch: 0380 loss_train: 0.6765 acc_train: 0.8143 loss_val: 0.6938 acc_val: 0.8133 time: 0.8918s
Epoch: 0381 loss_train: 0.6621 acc_train: 0.7571 loss_val: 0.6932 acc_val: 0.8167 time: 0.8675s
Epoch: 0382 loss_train: 0.6249 acc_train: 0.8143 loss_val: 0.6924 acc_val: 0.8167 time: 0.7550s
Epoch: 0383 loss_train: 0.7178 acc_train: 0.7714 loss_val: 0.6915 acc_val: 0.8133 time: 0.7647s
Epoch: 0384 loss_train: 0.6236 acc_train: 0.8214 loss_val: 0.6905 acc_val: 0.8100 time: 2.0584s
Epoch: 0385 loss_train: 0.5530 acc_train: 0.8429 loss_val: 0.6893 acc_val: 0.8100 time: 1.4637s
Epoch: 0386 loss_train: 0.7257 acc_train: 0.7857 loss_val: 0.6881 acc_val: 0.8100 time: 1.0204s
Epoch: 0387 loss_train: 0.6634 acc_train: 0.8143 loss_val: 0.6869 acc_val: 0.8100 time: 0.7598s
Epoch: 0388 loss_train: 0.5679 acc_train: 0.8286 loss_val: 0.6858 acc_val: 0.8100 time: 0.7632s
Epoch: 0389 loss_train: 0.6160 acc_train: 0.8143 loss_val: 0.6851 acc_val: 0.8100 time: 0.8747s
Epoch: 0390 loss_train: 0.6670 acc_train: 0.7571 loss_val: 0.6846 acc_val: 0.8167 time: 1.1468s
Epoch: 0391 loss_train: 0.6673 acc_train: 0.8214 loss_val: 0.6843 acc_val: 0.8167 time: 0.7963s
Epoch: 0392 loss_train: 0.5854 acc_train: 0.8286 loss_val: 0.6840 acc_val: 0.8200 time: 0.6918s
Epoch: 0393 loss_train: 0.6341 acc_train: 0.8071 loss_val: 0.6837 acc_val: 0.8200 time: 0.7883s
Epoch: 0394 loss_train: 0.5773 acc_train: 0.8214 loss_val: 0.6834 acc_val: 0.8200 time: 0.8260s
Epoch: 0395 loss_train: 0.5673 acc_train: 0.8357 loss_val: 0.6832 acc_val: 0.8233 time: 0.8068s
Epoch: 0396 loss_train: 0.6829 acc_train: 0.7929 loss_val: 0.6830 acc_val: 0.8267 time: 0.9050s
Epoch: 0397 loss_train: 0.6604 acc_train: 0.7786 loss_val: 0.6830 acc_val: 0.8300 time: 0.9115s
Epoch: 0398 loss_train: 0.6297 acc_train: 0.8286 loss_val: 0.6831 acc_val: 0.8300 time: 0.6933s
Epoch: 0399 loss_train: 0.5276 acc_train: 0.8643 loss_val: 0.6834 acc_val: 0.8300 time: 0.7910s
Epoch: 0400 loss_train: 0.6242 acc_train: 0.8143 loss_val: 0.6837 acc_val: 0.8300 time: 0.8169s
Epoch: 0401 loss_train: 0.6287 acc_train: 0.8214 loss_val: 0.6839 acc_val: 0.8300 time: 0.8057s
Epoch: 0402 loss_train: 0.6427 acc_train: 0.8429 loss_val: 0.6840 acc_val: 0.8300 time: 0.7495s
Epoch: 0403 loss_train: 0.5829 acc_train: 0.8714 loss_val: 0.6843 acc_val: 0.8300 time: 0.7132s
Epoch: 0404 loss_train: 0.5981 acc_train: 0.8500 loss_val: 0.6845 acc_val: 0.8300 time: 0.8047s
Epoch: 0405 loss_train: 0.5406 acc_train: 0.8500 loss_val: 0.6844 acc_val: 0.8300 time: 0.8852s
Epoch: 0406 loss_train: 0.6697 acc_train: 0.8214 loss_val: 0.6844 acc_val: 0.8300 time: 0.7772s
Epoch: 0407 loss_train: 0.6750 acc_train: 0.7857 loss_val: 0.6843 acc_val: 0.8300 time: 0.7175s
Epoch: 0408 loss_train: 0.6616 acc_train: 0.8286 loss_val: 0.6842 acc_val: 0.8300 time: 0.7443s
Epoch: 0409 loss_train: 0.6607 acc_train: 0.8143 loss_val: 0.6839 acc_val: 0.8300 time: 0.7000s
Epoch: 0410 loss_train: 0.6540 acc_train: 0.8643 loss_val: 0.6839 acc_val: 0.8300 time: 1.0107s
Epoch: 0411 loss_train: 0.6351 acc_train: 0.8214 loss_val: 0.6838 acc_val: 0.8300 time: 0.9881s
Epoch: 0412 loss_train: 0.6287 acc_train: 0.8071 loss_val: 0.6837 acc_val: 0.8267 time: 0.8094s
Epoch: 0413 loss_train: 0.7633 acc_train: 0.7643 loss_val: 0.6834 acc_val: 0.8267 time: 0.7294s
Epoch: 0414 loss_train: 0.5883 acc_train: 0.8571 loss_val: 0.6832 acc_val: 0.8233 time: 0.8609s
Epoch: 0415 loss_train: 0.6451 acc_train: 0.8000 loss_val: 0.6830 acc_val: 0.8233 time: 1.1866s
Epoch: 0416 loss_train: 0.6811 acc_train: 0.8143 loss_val: 0.6828 acc_val: 0.8233 time: 0.7813s
Epoch: 0417 loss_train: 0.7158 acc_train: 0.7571 loss_val: 0.6824 acc_val: 0.8233 time: 0.7159s
Epoch: 0418 loss_train: 0.5604 acc_train: 0.8143 loss_val: 0.6818 acc_val: 0.8200 time: 0.7810s
Epoch: 0419 loss_train: 0.5825 acc_train: 0.8500 loss_val: 0.6811 acc_val: 0.8200 time: 0.8504s
Epoch: 0420 loss_train: 0.5554 acc_train: 0.8643 loss_val: 0.6805 acc_val: 0.8200 time: 0.7691s
Epoch: 0421 loss_train: 0.6691 acc_train: 0.8143 loss_val: 0.6798 acc_val: 0.8200 time: 0.7128s
Epoch: 0422 loss_train: 0.5918 acc_train: 0.8500 loss_val: 0.6794 acc_val: 0.8200 time: 0.7606s
Epoch: 0423 loss_train: 0.6225 acc_train: 0.8143 loss_val: 0.6789 acc_val: 0.8200 time: 0.8750s
Epoch: 0424 loss_train: 0.5795 acc_train: 0.8571 loss_val: 0.6783 acc_val: 0.8200 time: 0.8161s
Epoch: 0425 loss_train: 0.6209 acc_train: 0.8571 loss_val: 0.6779 acc_val: 0.8233 time: 0.8522s
Epoch: 0426 loss_train: 0.6441 acc_train: 0.8500 loss_val: 0.6775 acc_val: 0.8233 time: 0.9227s
Epoch: 0427 loss_train: 0.7309 acc_train: 0.7786 loss_val: 0.6772 acc_val: 0.8233 time: 0.7822s
Epoch: 0428 loss_train: 0.5656 acc_train: 0.8429 loss_val: 0.6768 acc_val: 0.8233 time: 0.7266s
Epoch: 0429 loss_train: 0.6698 acc_train: 0.7786 loss_val: 0.6763 acc_val: 0.8233 time: 0.7196s
Epoch: 0430 loss_train: 0.5759 acc_train: 0.8143 loss_val: 0.6760 acc_val: 0.8200 time: 0.7324s
Epoch: 0431 loss_train: 0.7467 acc_train: 0.7786 loss_val: 0.6757 acc_val: 0.8167 time: 0.7187s
Epoch: 0432 loss_train: 0.5340 acc_train: 0.8500 loss_val: 0.6753 acc_val: 0.8100 time: 0.8877s
Epoch: 0433 loss_train: 0.6569 acc_train: 0.8143 loss_val: 0.6751 acc_val: 0.8100 time: 0.8424s
Epoch: 0434 loss_train: 0.5748 acc_train: 0.8571 loss_val: 0.6747 acc_val: 0.8133 time: 0.8681s
Epoch: 0435 loss_train: 0.6047 acc_train: 0.7857 loss_val: 0.6746 acc_val: 0.8133 time: 0.7668s
Epoch: 0436 loss_train: 0.5515 acc_train: 0.8429 loss_val: 0.6745 acc_val: 0.8133 time: 0.7474s
Epoch: 0437 loss_train: 0.7203 acc_train: 0.7857 loss_val: 0.6745 acc_val: 0.8133 time: 0.7250s
Epoch: 0438 loss_train: 0.5798 acc_train: 0.8286 loss_val: 0.6741 acc_val: 0.8133 time: 0.7039s
Epoch: 0439 loss_train: 0.6691 acc_train: 0.8000 loss_val: 0.6740 acc_val: 0.8167 time: 0.8093s
Epoch: 0440 loss_train: 0.6142 acc_train: 0.8286 loss_val: 0.6736 acc_val: 0.8167 time: 0.9542s
Epoch: 0441 loss_train: 0.6796 acc_train: 0.8429 loss_val: 0.6732 acc_val: 0.8167 time: 0.7698s
Epoch: 0442 loss_train: 0.7433 acc_train: 0.7286 loss_val: 0.6732 acc_val: 0.8167 time: 0.6984s
Epoch: 0443 loss_train: 0.6497 acc_train: 0.7714 loss_val: 0.6732 acc_val: 0.8200 time: 0.7661s
Epoch: 0444 loss_train: 0.6337 acc_train: 0.7857 loss_val: 0.6733 acc_val: 0.8167 time: 0.9464s
Epoch: 0445 loss_train: 0.5877 acc_train: 0.8286 loss_val: 0.6732 acc_val: 0.8167 time: 0.9400s
Epoch: 0446 loss_train: 0.6128 acc_train: 0.8357 loss_val: 0.6728 acc_val: 0.8167 time: 0.8635s
Epoch: 0447 loss_train: 0.6481 acc_train: 0.7857 loss_val: 0.6726 acc_val: 0.8200 time: 0.7814s
Epoch: 0448 loss_train: 0.6611 acc_train: 0.8429 loss_val: 0.6721 acc_val: 0.8233 time: 0.9263s
Epoch: 0449 loss_train: 0.6770 acc_train: 0.8071 loss_val: 0.6715 acc_val: 0.8233 time: 0.8514s
Epoch: 0450 loss_train: 0.7256 acc_train: 0.7857 loss_val: 0.6711 acc_val: 0.8233 time: 0.7802s
Epoch: 0451 loss_train: 0.6107 acc_train: 0.8286 loss_val: 0.6706 acc_val: 0.8233 time: 0.7367s
Epoch: 0452 loss_train: 0.6171 acc_train: 0.8286 loss_val: 0.6700 acc_val: 0.8233 time: 0.7291s
Epoch: 0453 loss_train: 0.6373 acc_train: 0.8071 loss_val: 0.6698 acc_val: 0.8233 time: 0.7746s
Epoch: 0454 loss_train: 0.5483 acc_train: 0.8429 loss_val: 0.6693 acc_val: 0.8233 time: 0.7778s
Epoch: 0455 loss_train: 0.6328 acc_train: 0.8143 loss_val: 0.6686 acc_val: 0.8233 time: 2.0201s
Epoch: 0456 loss_train: 0.5330 acc_train: 0.8500 loss_val: 0.6679 acc_val: 0.8233 time: 1.4898s
Epoch: 0457 loss_train: 0.6667 acc_train: 0.8071 loss_val: 0.6671 acc_val: 0.8267 time: 1.0160s
Epoch: 0458 loss_train: 0.6360 acc_train: 0.8143 loss_val: 0.6667 acc_val: 0.8267 time: 1.7356s
Epoch: 0459 loss_train: 0.6709 acc_train: 0.7857 loss_val: 0.6663 acc_val: 0.8267 time: 1.6232s
Epoch: 0460 loss_train: 0.7191 acc_train: 0.8000 loss_val: 0.6661 acc_val: 0.8267 time: 1.2630s
Epoch: 0461 loss_train: 0.6777 acc_train: 0.8357 loss_val: 0.6660 acc_val: 0.8267 time: 0.8629s
Epoch: 0462 loss_train: 0.5854 acc_train: 0.8357 loss_val: 0.6660 acc_val: 0.8267 time: 1.3296s
Epoch: 0463 loss_train: 0.6134 acc_train: 0.7929 loss_val: 0.6664 acc_val: 0.8267 time: 1.2973s
Epoch: 0464 loss_train: 0.6120 acc_train: 0.8000 loss_val: 0.6669 acc_val: 0.8267 time: 1.0106s
Epoch: 0465 loss_train: 0.6160 acc_train: 0.8357 loss_val: 0.6674 acc_val: 0.8267 time: 0.9593s
Epoch: 0466 loss_train: 0.5781 acc_train: 0.8214 loss_val: 0.6677 acc_val: 0.8300 time: 1.0301s
Epoch: 0467 loss_train: 0.6668 acc_train: 0.7643 loss_val: 0.6680 acc_val: 0.8300 time: 1.1835s
Epoch: 0468 loss_train: 0.5921 acc_train: 0.8429 loss_val: 0.6686 acc_val: 0.8300 time: 1.0722s
Epoch: 0469 loss_train: 0.6652 acc_train: 0.7714 loss_val: 0.6690 acc_val: 0.8233 time: 1.8432s
Epoch: 0470 loss_train: 0.7135 acc_train: 0.7571 loss_val: 0.6693 acc_val: 0.8233 time: 1.1972s
Epoch: 0471 loss_train: 0.6652 acc_train: 0.7857 loss_val: 0.6698 acc_val: 0.8233 time: 1.3114s
Epoch: 0472 loss_train: 0.7030 acc_train: 0.7786 loss_val: 0.6703 acc_val: 0.8233 time: 1.3190s
Epoch: 0473 loss_train: 0.5773 acc_train: 0.8357 loss_val: 0.6705 acc_val: 0.8233 time: 1.2909s
Epoch: 0474 loss_train: 0.6382 acc_train: 0.8143 loss_val: 0.6709 acc_val: 0.8233 time: 1.0321s
Epoch: 0475 loss_train: 0.6742 acc_train: 0.7786 loss_val: 0.6715 acc_val: 0.8233 time: 0.7472s
Epoch: 0476 loss_train: 0.6134 acc_train: 0.8214 loss_val: 0.6720 acc_val: 0.8200 time: 1.0725s
Epoch: 0477 loss_train: 0.5608 acc_train: 0.8643 loss_val: 0.6726 acc_val: 0.8200 time: 0.8613s
Epoch: 0478 loss_train: 0.6942 acc_train: 0.8071 loss_val: 0.6730 acc_val: 0.8200 time: 0.8886s
Epoch: 0479 loss_train: 0.5981 acc_train: 0.8357 loss_val: 0.6731 acc_val: 0.8167 time: 0.8825s
Epoch: 0480 loss_train: 0.6538 acc_train: 0.8286 loss_val: 0.6733 acc_val: 0.8233 time: 0.7237s
Epoch: 0481 loss_train: 0.6787 acc_train: 0.7714 loss_val: 0.6733 acc_val: 0.8233 time: 0.7146s
Epoch: 0482 loss_train: 0.6389 acc_train: 0.8214 loss_val: 0.6732 acc_val: 0.8267 time: 0.8012s
Epoch: 0483 loss_train: 0.5693 acc_train: 0.8286 loss_val: 0.6727 acc_val: 0.8267 time: 0.8391s
Epoch: 0484 loss_train: 0.6332 acc_train: 0.8286 loss_val: 0.6727 acc_val: 0.8300 time: 0.8845s
Epoch: 0485 loss_train: 0.6608 acc_train: 0.8143 loss_val: 0.6729 acc_val: 0.8300 time: 0.8044s
Epoch: 0486 loss_train: 0.5464 acc_train: 0.8286 loss_val: 0.6732 acc_val: 0.8233 time: 1.0039s
Epoch: 0487 loss_train: 0.6789 acc_train: 0.8357 loss_val: 0.6735 acc_val: 0.8233 time: 1.2379s
Epoch: 0488 loss_train: 0.5650 acc_train: 0.8429 loss_val: 0.6734 acc_val: 0.8300 time: 1.1811s
Epoch: 0489 loss_train: 0.6295 acc_train: 0.7929 loss_val: 0.6734 acc_val: 0.8300 time: 0.9167s
Epoch: 0490 loss_train: 0.5798 acc_train: 0.8286 loss_val: 0.6731 acc_val: 0.8233 time: 1.0355s
Epoch: 0491 loss_train: 0.5527 acc_train: 0.8643 loss_val: 0.6735 acc_val: 0.8233 time: 0.9310s
Epoch: 0492 loss_train: 0.5270 acc_train: 0.8500 loss_val: 0.6740 acc_val: 0.8233 time: 0.7403s
Epoch: 0493 loss_train: 0.6143 acc_train: 0.8429 loss_val: 0.6742 acc_val: 0.8233 time: 0.9779s
Epoch: 0494 loss_train: 0.5948 acc_train: 0.8286 loss_val: 0.6743 acc_val: 0.8200 time: 1.2156s
Epoch: 0495 loss_train: 0.6624 acc_train: 0.8143 loss_val: 0.6745 acc_val: 0.8200 time: 1.3002s
Epoch: 0496 loss_train: 0.5819 acc_train: 0.8429 loss_val: 0.6752 acc_val: 0.8200 time: 1.0935s
Epoch: 0497 loss_train: 0.6238 acc_train: 0.8214 loss_val: 0.6758 acc_val: 0.8200 time: 1.1043s
Epoch: 0498 loss_train: 0.5143 acc_train: 0.8571 loss_val: 0.6763 acc_val: 0.8200 time: 1.2687s
Epoch: 0499 loss_train: 0.5408 acc_train: 0.8571 loss_val: 0.6766 acc_val: 0.8267 time: 1.1705s
Epoch: 0500 loss_train: 0.6292 acc_train: 0.8071 loss_val: 0.6768 acc_val: 0.8267 time: 0.9740s
Epoch: 0501 loss_train: 0.6652 acc_train: 0.8071 loss_val: 0.6768 acc_val: 0.8267 time: 1.3043s
Epoch: 0502 loss_train: 0.7059 acc_train: 0.7357 loss_val: 0.6769 acc_val: 0.8233 time: 0.8910s
Epoch: 0503 loss_train: 0.6390 acc_train: 0.8214 loss_val: 0.6768 acc_val: 0.8233 time: 0.7202s
Epoch: 0504 loss_train: 0.5529 acc_train: 0.8500 loss_val: 0.6763 acc_val: 0.8233 time: 1.0544s
Epoch: 0505 loss_train: 0.6663 acc_train: 0.8000 loss_val: 0.6756 acc_val: 0.8233 time: 0.8676s
Epoch: 0506 loss_train: 0.6565 acc_train: 0.8286 loss_val: 0.6747 acc_val: 0.8233 time: 0.8563s
Epoch: 0507 loss_train: 0.5943 acc_train: 0.8071 loss_val: 0.6741 acc_val: 0.8233 time: 1.0288s
Epoch: 0508 loss_train: 0.6046 acc_train: 0.8071 loss_val: 0.6734 acc_val: 0.8233 time: 1.0628s
Epoch: 0509 loss_train: 0.6176 acc_train: 0.8071 loss_val: 0.6727 acc_val: 0.8267 time: 0.8637s
Epoch: 0510 loss_train: 0.6103 acc_train: 0.8071 loss_val: 0.6722 acc_val: 0.8267 time: 1.9966s
Epoch: 0511 loss_train: 0.6261 acc_train: 0.7929 loss_val: 0.6719 acc_val: 0.8267 time: 5.4995s
Epoch: 0512 loss_train: 0.6175 acc_train: 0.8286 loss_val: 0.6716 acc_val: 0.8267 time: 5.6814s
Epoch: 0513 loss_train: 0.6692 acc_train: 0.8214 loss_val: 0.6712 acc_val: 0.8233 time: 4.6729s
Epoch: 0514 loss_train: 0.6804 acc_train: 0.7857 loss_val: 0.6712 acc_val: 0.8233 time: 2.9377s
Epoch: 0515 loss_train: 0.7082 acc_train: 0.8000 loss_val: 0.6715 acc_val: 0.8267 time: 4.1711s
Epoch: 0516 loss_train: 0.6419 acc_train: 0.8143 loss_val: 0.6716 acc_val: 0.8267 time: 3.3949s
Epoch: 0517 loss_train: 0.6090 acc_train: 0.8071 loss_val: 0.6718 acc_val: 0.8233 time: 2.5581s
Epoch: 0518 loss_train: 0.5478 acc_train: 0.8214 loss_val: 0.6721 acc_val: 0.8233 time: 2.1490s
Epoch: 0519 loss_train: 0.6755 acc_train: 0.8000 loss_val: 0.6724 acc_val: 0.8167 time: 2.4007s
Epoch: 0520 loss_train: 0.6475 acc_train: 0.8071 loss_val: 0.6725 acc_val: 0.8167 time: 3.4286s
Epoch: 0521 loss_train: 0.7138 acc_train: 0.7500 loss_val: 0.6728 acc_val: 0.8167 time: 1.9270s
Epoch: 0522 loss_train: 0.5659 acc_train: 0.8571 loss_val: 0.6729 acc_val: 0.8200 time: 2.3038s
Epoch: 0523 loss_train: 0.5920 acc_train: 0.8500 loss_val: 0.6730 acc_val: 0.8200 time: 1.7931s
Epoch: 0524 loss_train: 0.6606 acc_train: 0.7929 loss_val: 0.6734 acc_val: 0.8200 time: 2.1404s
Epoch: 0525 loss_train: 0.6192 acc_train: 0.8071 loss_val: 0.6737 acc_val: 0.8200 time: 1.4482s
Epoch: 0526 loss_train: 0.5119 acc_train: 0.8786 loss_val: 0.6739 acc_val: 0.8200 time: 2.0031s
Epoch: 0527 loss_train: 0.5980 acc_train: 0.8500 loss_val: 0.6741 acc_val: 0.8200 time: 3.0131s
Epoch: 0528 loss_train: 0.5878 acc_train: 0.8500 loss_val: 0.6740 acc_val: 0.8200 time: 1.6761s
Epoch: 0529 loss_train: 0.5485 acc_train: 0.8500 loss_val: 0.6736 acc_val: 0.8200 time: 2.6313s
Epoch: 0530 loss_train: 0.6612 acc_train: 0.8286 loss_val: 0.6731 acc_val: 0.8200 time: 2.6517s
Epoch: 0531 loss_train: 0.5725 acc_train: 0.8143 loss_val: 0.6727 acc_val: 0.8200 time: 2.8850s
Epoch: 0532 loss_train: 0.5556 acc_train: 0.8786 loss_val: 0.6724 acc_val: 0.8200 time: 3.3115s
Epoch: 0533 loss_train: 0.6263 acc_train: 0.8429 loss_val: 0.6716 acc_val: 0.8200 time: 2.0628s
Epoch: 0534 loss_train: 0.5700 acc_train: 0.8571 loss_val: 0.6708 acc_val: 0.8200 time: 1.2695s
Epoch: 0535 loss_train: 0.7010 acc_train: 0.7714 loss_val: 0.6699 acc_val: 0.8200 time: 1.8666s
Epoch: 0536 loss_train: 0.5590 acc_train: 0.8571 loss_val: 0.6694 acc_val: 0.8200 time: 1.4948s
Epoch: 0537 loss_train: 0.7295 acc_train: 0.7500 loss_val: 0.6689 acc_val: 0.8233 time: 2.0341s
Epoch: 0538 loss_train: 0.6314 acc_train: 0.8214 loss_val: 0.6684 acc_val: 0.8233 time: 1.8683s
Epoch: 0539 loss_train: 0.6639 acc_train: 0.8143 loss_val: 0.6678 acc_val: 0.8200 time: 1.8338s
Epoch: 0540 loss_train: 0.5464 acc_train: 0.8429 loss_val: 0.6671 acc_val: 0.8233 time: 2.3978s
Epoch: 0541 loss_train: 0.5873 acc_train: 0.8571 loss_val: 0.6665 acc_val: 0.8200 time: 1.4592s
Epoch: 0542 loss_train: 0.6554 acc_train: 0.7714 loss_val: 0.6662 acc_val: 0.8200 time: 1.1866s
Epoch: 0543 loss_train: 0.5565 acc_train: 0.8500 loss_val: 0.6661 acc_val: 0.8200 time: 1.8913s
Epoch: 0544 loss_train: 0.6040 acc_train: 0.8286 loss_val: 0.6658 acc_val: 0.8167 time: 2.5525s
Epoch: 0545 loss_train: 0.6797 acc_train: 0.8429 loss_val: 0.6657 acc_val: 0.8167 time: 2.3636s
Epoch: 0546 loss_train: 0.6249 acc_train: 0.8357 loss_val: 0.6659 acc_val: 0.8200 time: 1.4262s
Epoch: 0547 loss_train: 0.5950 acc_train: 0.8143 loss_val: 0.6664 acc_val: 0.8167 time: 1.7694s
Epoch: 0548 loss_train: 0.5007 acc_train: 0.8714 loss_val: 0.6669 acc_val: 0.8167 time: 2.8079s
Epoch: 0549 loss_train: 0.6157 acc_train: 0.8071 loss_val: 0.6671 acc_val: 0.8200 time: 1.9196s
Epoch: 0550 loss_train: 0.5349 acc_train: 0.8214 loss_val: 0.6673 acc_val: 0.8200 time: 2.3444s
Epoch: 0551 loss_train: 0.6578 acc_train: 0.7857 loss_val: 0.6677 acc_val: 0.8200 time: 1.2561s
Epoch: 0552 loss_train: 0.6732 acc_train: 0.7714 loss_val: 0.6682 acc_val: 0.8167 time: 1.7079s
Epoch: 0553 loss_train: 0.6884 acc_train: 0.8000 loss_val: 0.6687 acc_val: 0.8167 time: 3.1674s
Epoch: 0554 loss_train: 0.6893 acc_train: 0.7786 loss_val: 0.6694 acc_val: 0.8167 time: 1.4857s
Epoch: 0555 loss_train: 0.6481 acc_train: 0.8000 loss_val: 0.6700 acc_val: 0.8133 time: 2.5046s
Epoch: 0556 loss_train: 0.6688 acc_train: 0.7929 loss_val: 0.6703 acc_val: 0.8167 time: 1.6286s
Epoch: 0557 loss_train: 0.6209 acc_train: 0.7929 loss_val: 0.6705 acc_val: 0.8167 time: 1.6032s
Epoch: 0558 loss_train: 0.5522 acc_train: 0.8571 loss_val: 0.6703 acc_val: 0.8167 time: 2.0712s
Epoch: 0559 loss_train: 0.6703 acc_train: 0.8143 loss_val: 0.6695 acc_val: 0.8200 time: 3.2026s
Epoch: 0560 loss_train: 0.5513 acc_train: 0.8357 loss_val: 0.6686 acc_val: 0.8200 time: 1.9804s
Epoch: 0561 loss_train: 0.6008 acc_train: 0.8571 loss_val: 0.6674 acc_val: 0.8167 time: 2.0323s
Epoch: 0562 loss_train: 0.4922 acc_train: 0.8500 loss_val: 0.6664 acc_val: 0.8200 time: 2.7573s
Epoch: 0563 loss_train: 0.6828 acc_train: 0.7786 loss_val: 0.6657 acc_val: 0.8167 time: 1.9586s
Epoch: 0564 loss_train: 0.5728 acc_train: 0.8500 loss_val: 0.6652 acc_val: 0.8167 time: 1.6670s
Epoch: 0565 loss_train: 0.6124 acc_train: 0.8071 loss_val: 0.6647 acc_val: 0.8167 time: 2.4102s
Epoch: 0566 loss_train: 0.5717 acc_train: 0.8429 loss_val: 0.6640 acc_val: 0.8133 time: 1.5900s
Epoch: 0567 loss_train: 0.5958 acc_train: 0.8286 loss_val: 0.6632 acc_val: 0.8133 time: 1.7002s
Epoch: 0568 loss_train: 0.6244 acc_train: 0.8357 loss_val: 0.6627 acc_val: 0.8167 time: 2.3457s
Epoch: 0569 loss_train: 0.5890 acc_train: 0.8429 loss_val: 0.6626 acc_val: 0.8167 time: 1.6005s
Epoch: 0570 loss_train: 0.5945 acc_train: 0.8143 loss_val: 0.6625 acc_val: 0.8167 time: 2.5689s
Epoch: 0571 loss_train: 0.7360 acc_train: 0.7714 loss_val: 0.6624 acc_val: 0.8167 time: 1.3589s
Epoch: 0572 loss_train: 0.6492 acc_train: 0.8071 loss_val: 0.6623 acc_val: 0.8167 time: 1.8767s
Epoch: 0573 loss_train: 0.5605 acc_train: 0.8357 loss_val: 0.6622 acc_val: 0.8167 time: 1.7561s
Epoch: 0574 loss_train: 0.7366 acc_train: 0.7714 loss_val: 0.6620 acc_val: 0.8167 time: 2.0465s
Epoch: 0575 loss_train: 0.6394 acc_train: 0.8214 loss_val: 0.6621 acc_val: 0.8167 time: 1.7855s
Epoch: 0576 loss_train: 0.6038 acc_train: 0.8143 loss_val: 0.6624 acc_val: 0.8200 time: 2.1424s
Epoch: 0577 loss_train: 0.6983 acc_train: 0.8071 loss_val: 0.6632 acc_val: 0.8200 time: 1.3612s
Epoch: 0578 loss_train: 0.6209 acc_train: 0.8071 loss_val: 0.6640 acc_val: 0.8200 time: 1.7161s
Epoch: 0579 loss_train: 0.5284 acc_train: 0.8429 loss_val: 0.6646 acc_val: 0.8200 time: 2.1933s
Epoch: 0580 loss_train: 0.6245 acc_train: 0.8214 loss_val: 0.6652 acc_val: 0.8200 time: 2.0179s
Epoch: 0581 loss_train: 0.5576 acc_train: 0.8714 loss_val: 0.6659 acc_val: 0.8200 time: 1.7114s
Epoch: 0582 loss_train: 0.6805 acc_train: 0.7929 loss_val: 0.6666 acc_val: 0.8167 time: 1.3805s
Epoch: 0583 loss_train: 0.5677 acc_train: 0.8286 loss_val: 0.6670 acc_val: 0.8133 time: 2.0392s
Epoch: 0584 loss_train: 0.5803 acc_train: 0.8214 loss_val: 0.6673 acc_val: 0.8133 time: 1.7735s
Epoch: 0585 loss_train: 0.6772 acc_train: 0.7786 loss_val: 0.6678 acc_val: 0.8133 time: 2.2000s
Epoch: 0586 loss_train: 0.5798 acc_train: 0.8071 loss_val: 0.6681 acc_val: 0.8167 time: 2.4775s
Epoch: 0587 loss_train: 0.5861 acc_train: 0.8500 loss_val: 0.6682 acc_val: 0.8167 time: 4.5929s
Epoch: 0588 loss_train: 0.6564 acc_train: 0.8143 loss_val: 0.6685 acc_val: 0.8167 time: 6.7206s
Epoch: 0589 loss_train: 0.6211 acc_train: 0.8071 loss_val: 0.6691 acc_val: 0.8167 time: 7.0161s
Epoch: 0590 loss_train: 0.6536 acc_train: 0.7929 loss_val: 0.6698 acc_val: 0.8167 time: 3.4529s
Epoch: 0591 loss_train: 0.6126 acc_train: 0.8286 loss_val: 0.6706 acc_val: 0.8167 time: 3.0583s
Epoch: 0592 loss_train: 0.7500 acc_train: 0.7571 loss_val: 0.6714 acc_val: 0.8167 time: 1.4899s
Epoch: 0593 loss_train: 0.5896 acc_train: 0.8357 loss_val: 0.6722 acc_val: 0.8200 time: 1.4488s
Epoch: 0594 loss_train: 0.7617 acc_train: 0.7786 loss_val: 0.6733 acc_val: 0.8200 time: 1.7047s
Epoch: 0595 loss_train: 0.6756 acc_train: 0.7857 loss_val: 0.6741 acc_val: 0.8200 time: 1.3003s
Epoch: 0596 loss_train: 0.6241 acc_train: 0.7786 loss_val: 0.6744 acc_val: 0.8200 time: 1.7504s
Epoch: 0597 loss_train: 0.6783 acc_train: 0.7714 loss_val: 0.6752 acc_val: 0.8200 time: 3.7146s
Epoch: 0598 loss_train: 0.5750 acc_train: 0.8429 loss_val: 0.6756 acc_val: 0.8200 time: 4.5187s
Epoch: 0599 loss_train: 0.5228 acc_train: 0.8500 loss_val: 0.6757 acc_val: 0.8233 time: 7.8046s
Epoch: 0600 loss_train: 0.6073 acc_train: 0.8286 loss_val: 0.6755 acc_val: 0.8233 time: 5.0018s
Epoch: 0601 loss_train: 0.7041 acc_train: 0.7786 loss_val: 0.6753 acc_val: 0.8300 time: 0.9567s
Epoch: 0602 loss_train: 0.6140 acc_train: 0.8143 loss_val: 0.6751 acc_val: 0.8267 time: 0.9374s
Epoch: 0603 loss_train: 0.6941 acc_train: 0.8214 loss_val: 0.6746 acc_val: 0.8267 time: 0.9266s
Epoch: 0604 loss_train: 0.6017 acc_train: 0.8286 loss_val: 0.6747 acc_val: 0.8300 time: 0.9951s
Epoch: 0605 loss_train: 0.6030 acc_train: 0.8357 loss_val: 0.6750 acc_val: 0.8300 time: 1.4675s
Epoch: 0606 loss_train: 0.5851 acc_train: 0.8214 loss_val: 0.6752 acc_val: 0.8267 time: 1.1172s
Epoch: 0607 loss_train: 0.7114 acc_train: 0.7643 loss_val: 0.6753 acc_val: 0.8267 time: 1.0369s
Epoch: 0608 loss_train: 0.6024 acc_train: 0.7857 loss_val: 0.6751 acc_val: 0.8267 time: 1.9068s
Epoch: 0609 loss_train: 0.6219 acc_train: 0.7929 loss_val: 0.6749 acc_val: 0.8267 time: 1.8597s
Epoch: 0610 loss_train: 0.7150 acc_train: 0.7857 loss_val: 0.6745 acc_val: 0.8267 time: 1.4564s
Epoch: 0611 loss_train: 0.5860 acc_train: 0.8000 loss_val: 0.6747 acc_val: 0.8300 time: 2.3842s
Epoch: 0612 loss_train: 0.6301 acc_train: 0.8214 loss_val: 0.6749 acc_val: 0.8300 time: 1.7641s
Epoch: 0613 loss_train: 0.6310 acc_train: 0.8143 loss_val: 0.6750 acc_val: 0.8300 time: 2.4523s
Epoch: 0614 loss_train: 0.6083 acc_train: 0.8357 loss_val: 0.6750 acc_val: 0.8300 time: 4.1107s
Epoch: 0615 loss_train: 0.5761 acc_train: 0.8357 loss_val: 0.6749 acc_val: 0.8300 time: 2.7024s
Epoch: 0616 loss_train: 0.4942 acc_train: 0.8786 loss_val: 0.6747 acc_val: 0.8300 time: 1.1792s
Epoch: 0617 loss_train: 0.6752 acc_train: 0.8214 loss_val: 0.6747 acc_val: 0.8300 time: 1.0243s
Epoch: 0618 loss_train: 0.6094 acc_train: 0.8000 loss_val: 0.6748 acc_val: 0.8267 time: 1.1508s
Epoch: 0619 loss_train: 0.6670 acc_train: 0.7857 loss_val: 0.6749 acc_val: 0.8267 time: 1.2729s
Epoch: 0620 loss_train: 0.6366 acc_train: 0.8357 loss_val: 0.6749 acc_val: 0.8300 time: 1.4567s
Epoch: 0621 loss_train: 0.5881 acc_train: 0.8143 loss_val: 0.6747 acc_val: 0.8267 time: 1.8522s
Epoch: 0622 loss_train: 0.6778 acc_train: 0.8000 loss_val: 0.6746 acc_val: 0.8267 time: 2.0095s
Epoch: 0623 loss_train: 0.5538 acc_train: 0.8286 loss_val: 0.6745 acc_val: 0.8267 time: 0.8723s
Epoch: 0624 loss_train: 0.5250 acc_train: 0.8857 loss_val: 0.6742 acc_val: 0.8267 time: 1.4567s
Epoch: 0625 loss_train: 0.5466 acc_train: 0.8571 loss_val: 0.6741 acc_val: 0.8267 time: 2.1543s
Epoch: 0626 loss_train: 0.5776 acc_train: 0.8643 loss_val: 0.6739 acc_val: 0.8267 time: 1.7827s
Epoch: 0627 loss_train: 0.6890 acc_train: 0.7857 loss_val: 0.6740 acc_val: 0.8267 time: 3.3046s
Epoch: 0628 loss_train: 0.6267 acc_train: 0.8214 loss_val: 0.6741 acc_val: 0.8267 time: 6.8468s
Epoch: 0629 loss_train: 0.5730 acc_train: 0.8500 loss_val: 0.6744 acc_val: 0.8300 time: 2.7553s
Epoch: 0630 loss_train: 0.5346 acc_train: 0.8571 loss_val: 0.6745 acc_val: 0.8300 time: 3.0921s
Epoch: 0631 loss_train: 0.6386 acc_train: 0.8071 loss_val: 0.6747 acc_val: 0.8300 time: 1.6471s
Epoch: 0632 loss_train: 0.6420 acc_train: 0.8286 loss_val: 0.6747 acc_val: 0.8300 time: 2.5198s
Epoch: 0633 loss_train: 0.6109 acc_train: 0.8286 loss_val: 0.6743 acc_val: 0.8300 time: 2.2501s
Epoch: 0634 loss_train: 0.6068 acc_train: 0.8286 loss_val: 0.6736 acc_val: 0.8300 time: 1.8061s
Epoch: 0635 loss_train: 0.6232 acc_train: 0.8286 loss_val: 0.6732 acc_val: 0.8300 time: 1.8174s
Epoch: 0636 loss_train: 0.6379 acc_train: 0.8214 loss_val: 0.6725 acc_val: 0.8300 time: 1.5649s
Epoch: 0637 loss_train: 0.6214 acc_train: 0.8357 loss_val: 0.6714 acc_val: 0.8300 time: 3.9342s
Epoch: 0638 loss_train: 0.5458 acc_train: 0.8429 loss_val: 0.6702 acc_val: 0.8300 time: 1.2540s
Epoch: 0639 loss_train: 0.6502 acc_train: 0.8000 loss_val: 0.6692 acc_val: 0.8267 time: 1.8457s
Epoch: 0640 loss_train: 0.7249 acc_train: 0.7714 loss_val: 0.6684 acc_val: 0.8233 time: 3.4077s
Epoch: 0641 loss_train: 0.5581 acc_train: 0.8286 loss_val: 0.6674 acc_val: 0.8233 time: 1.7519s
Epoch: 0642 loss_train: 0.6939 acc_train: 0.8000 loss_val: 0.6666 acc_val: 0.8167 time: 1.4839s
Epoch: 0643 loss_train: 0.7134 acc_train: 0.7714 loss_val: 0.6657 acc_val: 0.8167 time: 1.4796s
Epoch: 0644 loss_train: 0.6886 acc_train: 0.7857 loss_val: 0.6648 acc_val: 0.8167 time: 4.9358s
Epoch: 0645 loss_train: 0.6408 acc_train: 0.8000 loss_val: 0.6639 acc_val: 0.8167 time: 3.0986s
Epoch: 0646 loss_train: 0.6192 acc_train: 0.8143 loss_val: 0.6629 acc_val: 0.8167 time: 2.2411s
Epoch: 0647 loss_train: 0.7095 acc_train: 0.7571 loss_val: 0.6620 acc_val: 0.8200 time: 1.2626s
Epoch: 0648 loss_train: 0.5496 acc_train: 0.8429 loss_val: 0.6614 acc_val: 0.8200 time: 3.9779s
Epoch: 0649 loss_train: 0.6539 acc_train: 0.8071 loss_val: 0.6607 acc_val: 0.8200 time: 2.0319s
Epoch: 0650 loss_train: 0.7340 acc_train: 0.7500 loss_val: 0.6601 acc_val: 0.8200 time: 3.9875s
Epoch: 0651 loss_train: 0.6424 acc_train: 0.7929 loss_val: 0.6595 acc_val: 0.8200 time: 1.9223s
Epoch: 0652 loss_train: 0.4884 acc_train: 0.8357 loss_val: 0.6586 acc_val: 0.8267 time: 3.1754s
Epoch: 0653 loss_train: 0.6253 acc_train: 0.8214 loss_val: 0.6580 acc_val: 0.8267 time: 3.5636s
Epoch: 0654 loss_train: 0.6651 acc_train: 0.8214 loss_val: 0.6575 acc_val: 0.8267 time: 1.4570s
Epoch: 0655 loss_train: 0.6666 acc_train: 0.7786 loss_val: 0.6570 acc_val: 0.8267 time: 2.1290s
Epoch: 0656 loss_train: 0.5503 acc_train: 0.8429 loss_val: 0.6566 acc_val: 0.8300 time: 4.3511s
Epoch: 0657 loss_train: 0.6701 acc_train: 0.7857 loss_val: 0.6566 acc_val: 0.8300 time: 2.0206s
Epoch: 0658 loss_train: 0.6347 acc_train: 0.8143 loss_val: 0.6565 acc_val: 0.8267 time: 1.7402s
Epoch: 0659 loss_train: 0.6434 acc_train: 0.8143 loss_val: 0.6563 acc_val: 0.8300 time: 2.1584s
Epoch: 0660 loss_train: 0.5921 acc_train: 0.8214 loss_val: 0.6560 acc_val: 0.8300 time: 3.6881s
Epoch: 0661 loss_train: 0.7247 acc_train: 0.7714 loss_val: 0.6559 acc_val: 0.8300 time: 1.5485s
Epoch: 0662 loss_train: 0.7311 acc_train: 0.7857 loss_val: 0.6558 acc_val: 0.8300 time: 0.9559s
Epoch: 0663 loss_train: 0.6028 acc_train: 0.8286 loss_val: 0.6559 acc_val: 0.8300 time: 0.9911s
Epoch: 0664 loss_train: 0.6126 acc_train: 0.8143 loss_val: 0.6562 acc_val: 0.8300 time: 1.0268s
Epoch: 0665 loss_train: 0.7097 acc_train: 0.7714 loss_val: 0.6567 acc_val: 0.8300 time: 1.2104s
Epoch: 0666 loss_train: 0.6244 acc_train: 0.8143 loss_val: 0.6571 acc_val: 0.8300 time: 0.9666s
Epoch: 0667 loss_train: 0.6441 acc_train: 0.8071 loss_val: 0.6572 acc_val: 0.8300 time: 2.4333s
Epoch: 0668 loss_train: 0.6060 acc_train: 0.8071 loss_val: 0.6572 acc_val: 0.8300 time: 1.6853s
Epoch: 0669 loss_train: 0.5951 acc_train: 0.8214 loss_val: 0.6571 acc_val: 0.8300 time: 2.2313s
Epoch: 0670 loss_train: 0.5685 acc_train: 0.8143 loss_val: 0.6569 acc_val: 0.8300 time: 3.1195s
Epoch: 0671 loss_train: 0.5867 acc_train: 0.8214 loss_val: 0.6567 acc_val: 0.8300 time: 1.9436s
Epoch: 0672 loss_train: 0.5243 acc_train: 0.8429 loss_val: 0.6567 acc_val: 0.8300 time: 2.0860s
Epoch: 0673 loss_train: 0.5811 acc_train: 0.8500 loss_val: 0.6568 acc_val: 0.8300 time: 3.2162s
Epoch: 0674 loss_train: 0.5609 acc_train: 0.8714 loss_val: 0.6570 acc_val: 0.8267 time: 1.5638s
Epoch: 0675 loss_train: 0.4579 acc_train: 0.8786 loss_val: 0.6573 acc_val: 0.8233 time: 3.0488s
Epoch: 0676 loss_train: 0.6298 acc_train: 0.8143 loss_val: 0.6578 acc_val: 0.8200 time: 1.6653s
Epoch: 0677 loss_train: 0.6532 acc_train: 0.8286 loss_val: 0.6580 acc_val: 0.8200 time: 1.4002s
Epoch: 0678 loss_train: 0.6298 acc_train: 0.8357 loss_val: 0.6585 acc_val: 0.8200 time: 2.6181s
Epoch: 0679 loss_train: 0.6872 acc_train: 0.7929 loss_val: 0.6591 acc_val: 0.8167 time: 1.2973s
Epoch: 0680 loss_train: 0.7393 acc_train: 0.7500 loss_val: 0.6601 acc_val: 0.8167 time: 1.9604s
Epoch: 0681 loss_train: 0.5714 acc_train: 0.8286 loss_val: 0.6616 acc_val: 0.8167 time: 1.6374s
Epoch: 0682 loss_train: 0.6579 acc_train: 0.7857 loss_val: 0.6627 acc_val: 0.8133 time: 1.7115s
Epoch: 0683 loss_train: 0.6774 acc_train: 0.7929 loss_val: 0.6635 acc_val: 0.8100 time: 1.7511s
Epoch: 0684 loss_train: 0.6101 acc_train: 0.8500 loss_val: 0.6642 acc_val: 0.8100 time: 2.2117s
Epoch: 0685 loss_train: 0.5987 acc_train: 0.8214 loss_val: 0.6649 acc_val: 0.8100 time: 4.4493s
Epoch: 0686 loss_train: 0.5837 acc_train: 0.8429 loss_val: 0.6654 acc_val: 0.8100 time: 5.3586s
Epoch: 0687 loss_train: 0.7158 acc_train: 0.7857 loss_val: 0.6657 acc_val: 0.8100 time: 1.6539s
Epoch: 0688 loss_train: 0.5698 acc_train: 0.8143 loss_val: 0.6659 acc_val: 0.8100 time: 3.4347s
Epoch: 0689 loss_train: 0.5293 acc_train: 0.8643 loss_val: 0.6659 acc_val: 0.8100 time: 1.3652s
Epoch: 0690 loss_train: 0.5669 acc_train: 0.8286 loss_val: 0.6663 acc_val: 0.8100 time: 2.2521s
Epoch: 0691 loss_train: 0.6149 acc_train: 0.8143 loss_val: 0.6665 acc_val: 0.8100 time: 1.2365s
Epoch: 0692 loss_train: 0.5084 acc_train: 0.8714 loss_val: 0.6665 acc_val: 0.8100 time: 0.9912s
Epoch: 0693 loss_train: 0.6806 acc_train: 0.7857 loss_val: 0.6663 acc_val: 0.8133 time: 1.2371s
Epoch: 0694 loss_train: 0.5992 acc_train: 0.8071 loss_val: 0.6662 acc_val: 0.8167 time: 1.6625s
Epoch: 0695 loss_train: 0.5483 acc_train: 0.8429 loss_val: 0.6658 acc_val: 0.8167 time: 1.2576s
Epoch: 0696 loss_train: 0.6040 acc_train: 0.7929 loss_val: 0.6654 acc_val: 0.8167 time: 2.4291s
Epoch: 0697 loss_train: 0.6258 acc_train: 0.8286 loss_val: 0.6650 acc_val: 0.8167 time: 1.2524s
Epoch: 0698 loss_train: 0.6019 acc_train: 0.8643 loss_val: 0.6645 acc_val: 0.8167 time: 4.5662s
Epoch: 0699 loss_train: 0.6442 acc_train: 0.8000 loss_val: 0.6642 acc_val: 0.8200 time: 1.7975s
Epoch: 0700 loss_train: 0.6052 acc_train: 0.8214 loss_val: 0.6639 acc_val: 0.8233 time: 1.4220s
Epoch: 0701 loss_train: 0.5733 acc_train: 0.8214 loss_val: 0.6638 acc_val: 0.8233 time: 1.4007s
Epoch: 0702 loss_train: 0.5389 acc_train: 0.8786 loss_val: 0.6635 acc_val: 0.8233 time: 1.2210s
Epoch: 0703 loss_train: 0.4752 acc_train: 0.8857 loss_val: 0.6627 acc_val: 0.8233 time: 0.9478s
Epoch: 0704 loss_train: 0.5728 acc_train: 0.8500 loss_val: 0.6616 acc_val: 0.8233 time: 1.2992s
Epoch: 0705 loss_train: 0.5908 acc_train: 0.8143 loss_val: 0.6606 acc_val: 0.8267 time: 1.4538s
Epoch: 0706 loss_train: 0.6258 acc_train: 0.8143 loss_val: 0.6596 acc_val: 0.8300 time: 0.9476s
Epoch: 0707 loss_train: 0.6010 acc_train: 0.8429 loss_val: 0.6589 acc_val: 0.8333 time: 1.2100s
Epoch: 0708 loss_train: 0.6819 acc_train: 0.8143 loss_val: 0.6584 acc_val: 0.8333 time: 1.2123s
Epoch: 0709 loss_train: 0.5708 acc_train: 0.8643 loss_val: 0.6581 acc_val: 0.8333 time: 1.5738s
Epoch: 0710 loss_train: 0.6986 acc_train: 0.7786 loss_val: 0.6580 acc_val: 0.8333 time: 1.0282s
Epoch: 0711 loss_train: 0.5265 acc_train: 0.8500 loss_val: 0.6576 acc_val: 0.8333 time: 0.9558s
Epoch: 0712 loss_train: 0.6299 acc_train: 0.8286 loss_val: 0.6576 acc_val: 0.8333 time: 1.0830s
Epoch: 0713 loss_train: 0.5192 acc_train: 0.8643 loss_val: 0.6576 acc_val: 0.8333 time: 1.6463s
Epoch: 0714 loss_train: 0.5554 acc_train: 0.8286 loss_val: 0.6575 acc_val: 0.8333 time: 1.1930s
Epoch: 0715 loss_train: 0.5535 acc_train: 0.8357 loss_val: 0.6572 acc_val: 0.8333 time: 1.6052s
Epoch: 0716 loss_train: 0.6028 acc_train: 0.8143 loss_val: 0.6569 acc_val: 0.8333 time: 1.3201s
Epoch: 0717 loss_train: 0.6016 acc_train: 0.8143 loss_val: 0.6568 acc_val: 0.8300 time: 1.4032s
Epoch: 0718 loss_train: 0.6064 acc_train: 0.8357 loss_val: 0.6567 acc_val: 0.8300 time: 1.3120s
Epoch: 0719 loss_train: 0.5864 acc_train: 0.8500 loss_val: 0.6564 acc_val: 0.8300 time: 1.6667s
Epoch: 0720 loss_train: 0.6391 acc_train: 0.8071 loss_val: 0.6564 acc_val: 0.8300 time: 1.4297s
Epoch: 0721 loss_train: 0.6351 acc_train: 0.8000 loss_val: 0.6564 acc_val: 0.8333 time: 1.6571s
Epoch: 0722 loss_train: 0.5998 acc_train: 0.8214 loss_val: 0.6563 acc_val: 0.8333 time: 1.1890s
Epoch: 0723 loss_train: 0.6663 acc_train: 0.8000 loss_val: 0.6562 acc_val: 0.8333 time: 1.3034s
Epoch: 0724 loss_train: 0.6164 acc_train: 0.8286 loss_val: 0.6558 acc_val: 0.8333 time: 1.3123s
Epoch: 0725 loss_train: 0.6205 acc_train: 0.8143 loss_val: 0.6551 acc_val: 0.8333 time: 1.2662s
Epoch: 0726 loss_train: 0.6438 acc_train: 0.8071 loss_val: 0.6546 acc_val: 0.8300 time: 1.2066s
Epoch: 0727 loss_train: 0.4894 acc_train: 0.8643 loss_val: 0.6540 acc_val: 0.8300 time: 1.3080s
Epoch: 0728 loss_train: 0.6312 acc_train: 0.8214 loss_val: 0.6539 acc_val: 0.8300 time: 1.5939s
Epoch: 0729 loss_train: 0.6490 acc_train: 0.7714 loss_val: 0.6539 acc_val: 0.8300 time: 1.6391s
Epoch: 0730 loss_train: 0.5903 acc_train: 0.8286 loss_val: 0.6539 acc_val: 0.8300 time: 1.9735s
Epoch: 0731 loss_train: 0.6601 acc_train: 0.7929 loss_val: 0.6543 acc_val: 0.8267 time: 1.5657s
Epoch: 0732 loss_train: 0.5700 acc_train: 0.8357 loss_val: 0.6546 acc_val: 0.8300 time: 1.2694s
Epoch: 0733 loss_train: 0.6491 acc_train: 0.8000 loss_val: 0.6549 acc_val: 0.8300 time: 1.2818s
Epoch: 0734 loss_train: 0.6877 acc_train: 0.7929 loss_val: 0.6555 acc_val: 0.8300 time: 1.5777s
Epoch: 0735 loss_train: 0.5951 acc_train: 0.8143 loss_val: 0.6560 acc_val: 0.8300 time: 2.8043s
Epoch: 0736 loss_train: 0.6177 acc_train: 0.8143 loss_val: 0.6562 acc_val: 0.8300 time: 3.6840s
Epoch: 0737 loss_train: 0.5159 acc_train: 0.8714 loss_val: 0.6561 acc_val: 0.8300 time: 1.6690s
Epoch: 0738 loss_train: 0.5590 acc_train: 0.8500 loss_val: 0.6560 acc_val: 0.8200 time: 1.2232s
Epoch: 0739 loss_train: 0.5028 acc_train: 0.8571 loss_val: 0.6557 acc_val: 0.8200 time: 1.7705s
Epoch: 0740 loss_train: 0.6413 acc_train: 0.7857 loss_val: 0.6557 acc_val: 0.8200 time: 1.9827s
Epoch: 0741 loss_train: 0.5678 acc_train: 0.8500 loss_val: 0.6554 acc_val: 0.8200 time: 2.4345s
Epoch: 0742 loss_train: 0.5836 acc_train: 0.8143 loss_val: 0.6554 acc_val: 0.8200 time: 1.5418s
Epoch: 0743 loss_train: 0.6023 acc_train: 0.8286 loss_val: 0.6553 acc_val: 0.8200 time: 1.1247s
Epoch: 0744 loss_train: 0.6283 acc_train: 0.8071 loss_val: 0.6553 acc_val: 0.8200 time: 1.3050s
Epoch: 0745 loss_train: 0.6313 acc_train: 0.8286 loss_val: 0.6550 acc_val: 0.8200 time: 1.2122s
Epoch: 0746 loss_train: 0.5603 acc_train: 0.8143 loss_val: 0.6549 acc_val: 0.8200 time: 1.1026s
Epoch: 0747 loss_train: 0.6567 acc_train: 0.8143 loss_val: 0.6547 acc_val: 0.8167 time: 1.5085s
Epoch: 0748 loss_train: 0.5988 acc_train: 0.8071 loss_val: 0.6548 acc_val: 0.8167 time: 2.3566s
Epoch: 0749 loss_train: 0.5594 acc_train: 0.8500 loss_val: 0.6546 acc_val: 0.8167 time: 1.3130s
Epoch: 0750 loss_train: 0.5760 acc_train: 0.8357 loss_val: 0.6543 acc_val: 0.8167 time: 1.2016s
Epoch: 0751 loss_train: 0.5612 acc_train: 0.8643 loss_val: 0.6541 acc_val: 0.8167 time: 0.9492s
Epoch: 0752 loss_train: 0.5549 acc_train: 0.8500 loss_val: 0.6542 acc_val: 0.8167 time: 3.2587s
Epoch: 0753 loss_train: 0.5832 acc_train: 0.8286 loss_val: 0.6544 acc_val: 0.8167 time: 2.7414s
Epoch: 0754 loss_train: 0.6138 acc_train: 0.8143 loss_val: 0.6548 acc_val: 0.8167 time: 0.7752s
Epoch: 0755 loss_train: 0.5873 acc_train: 0.8000 loss_val: 0.6551 acc_val: 0.8167 time: 0.7095s
Epoch: 0756 loss_train: 0.5569 acc_train: 0.8571 loss_val: 0.6553 acc_val: 0.8167 time: 1.3138s
Epoch: 0757 loss_train: 0.5469 acc_train: 0.8429 loss_val: 0.6556 acc_val: 0.8167 time: 0.9259s
Epoch: 0758 loss_train: 0.6266 acc_train: 0.8429 loss_val: 0.6556 acc_val: 0.8167 time: 0.9513s
Epoch: 0759 loss_train: 0.5913 acc_train: 0.8214 loss_val: 0.6559 acc_val: 0.8167 time: 0.9609s
Epoch: 0760 loss_train: 0.5887 acc_train: 0.8214 loss_val: 0.6568 acc_val: 0.8167 time: 0.8491s
Epoch: 0761 loss_train: 0.6085 acc_train: 0.8286 loss_val: 0.6575 acc_val: 0.8167 time: 0.9271s
Epoch: 0762 loss_train: 0.6351 acc_train: 0.8071 loss_val: 0.6583 acc_val: 0.8167 time: 1.2318s
Epoch: 0763 loss_train: 0.5392 acc_train: 0.8429 loss_val: 0.6592 acc_val: 0.8167 time: 0.9884s
Epoch: 0764 loss_train: 0.5340 acc_train: 0.8286 loss_val: 0.6600 acc_val: 0.8133 time: 0.8068s
Epoch: 0765 loss_train: 0.5428 acc_train: 0.8643 loss_val: 0.6608 acc_val: 0.8133 time: 0.9623s
Epoch: 0766 loss_train: 0.5683 acc_train: 0.8571 loss_val: 0.6617 acc_val: 0.8167 time: 0.8411s
Epoch: 0767 loss_train: 0.6137 acc_train: 0.8143 loss_val: 0.6623 acc_val: 0.8167 time: 1.2191s
Epoch: 0768 loss_train: 0.6456 acc_train: 0.7714 loss_val: 0.6630 acc_val: 0.8200 time: 1.2185s
Epoch: 0769 loss_train: 0.5639 acc_train: 0.8643 loss_val: 0.6636 acc_val: 0.8200 time: 0.8835s
Epoch: 0770 loss_train: 0.5626 acc_train: 0.8500 loss_val: 0.6635 acc_val: 0.8200 time: 1.0379s
Epoch: 0771 loss_train: 0.6048 acc_train: 0.8643 loss_val: 0.6636 acc_val: 0.8233 time: 3.5735s
Epoch: 0772 loss_train: 0.5566 acc_train: 0.8000 loss_val: 0.6633 acc_val: 0.8233 time: 2.0467s
Epoch: 0773 loss_train: 0.6999 acc_train: 0.8071 loss_val: 0.6629 acc_val: 0.8233 time: 2.8958s
Epoch: 0774 loss_train: 0.6466 acc_train: 0.7714 loss_val: 0.6626 acc_val: 0.8233 time: 2.1601s
Epoch: 0775 loss_train: 0.6617 acc_train: 0.7786 loss_val: 0.6624 acc_val: 0.8233 time: 2.5707s
Epoch: 0776 loss_train: 0.4897 acc_train: 0.8857 loss_val: 0.6623 acc_val: 0.8233 time: 1.3038s
Epoch: 0777 loss_train: 0.6100 acc_train: 0.8357 loss_val: 0.6622 acc_val: 0.8200 time: 1.4218s
Epoch: 0778 loss_train: 0.5593 acc_train: 0.8500 loss_val: 0.6620 acc_val: 0.8200 time: 1.0620s
Epoch: 0779 loss_train: 0.6242 acc_train: 0.8071 loss_val: 0.6617 acc_val: 0.8200 time: 1.3071s
Epoch: 0780 loss_train: 0.6198 acc_train: 0.8357 loss_val: 0.6613 acc_val: 0.8233 time: 1.0809s
Epoch: 0781 loss_train: 0.6865 acc_train: 0.7786 loss_val: 0.6609 acc_val: 0.8233 time: 0.8470s
Epoch: 0782 loss_train: 0.5441 acc_train: 0.8571 loss_val: 0.6609 acc_val: 0.8233 time: 1.4491s
Epoch: 0783 loss_train: 0.6545 acc_train: 0.8000 loss_val: 0.6610 acc_val: 0.8233 time: 1.5314s
Epoch: 0784 loss_train: 0.6037 acc_train: 0.8143 loss_val: 0.6612 acc_val: 0.8300 time: 4.2252s
Epoch: 0785 loss_train: 0.7216 acc_train: 0.8071 loss_val: 0.6611 acc_val: 0.8300 time: 2.3420s
Epoch: 0786 loss_train: 0.5958 acc_train: 0.8214 loss_val: 0.6609 acc_val: 0.8300 time: 2.3179s
Epoch: 0787 loss_train: 0.6300 acc_train: 0.7929 loss_val: 0.6606 acc_val: 0.8267 time: 2.9615s
Epoch: 0788 loss_train: 0.5384 acc_train: 0.8571 loss_val: 0.6605 acc_val: 0.8233 time: 8.5330s
Epoch: 0789 loss_train: 0.5693 acc_train: 0.8286 loss_val: 0.6602 acc_val: 0.8200 time: 1.6446s
Epoch: 0790 loss_train: 0.6890 acc_train: 0.7929 loss_val: 0.6600 acc_val: 0.8200 time: 4.3929s
Epoch: 0791 loss_train: 0.6225 acc_train: 0.8071 loss_val: 0.6598 acc_val: 0.8200 time: 1.7282s
Epoch: 0792 loss_train: 0.6898 acc_train: 0.7714 loss_val: 0.6597 acc_val: 0.8200 time: 2.4405s
Epoch: 0793 loss_train: 0.6170 acc_train: 0.7929 loss_val: 0.6594 acc_val: 0.8200 time: 1.0142s
Epoch: 0794 loss_train: 0.5958 acc_train: 0.8286 loss_val: 0.6590 acc_val: 0.8267 time: 1.0920s
Epoch: 0795 loss_train: 0.6374 acc_train: 0.8071 loss_val: 0.6584 acc_val: 0.8233 time: 0.8526s
Epoch: 0796 loss_train: 0.6441 acc_train: 0.8000 loss_val: 0.6580 acc_val: 0.8233 time: 1.7185s
Epoch: 0797 loss_train: 0.6192 acc_train: 0.8000 loss_val: 0.6577 acc_val: 0.8267 time: 1.2662s
Epoch: 0798 loss_train: 0.6422 acc_train: 0.8000 loss_val: 0.6569 acc_val: 0.8267 time: 0.6996s
Epoch: 0799 loss_train: 0.6491 acc_train: 0.8286 loss_val: 0.6564 acc_val: 0.8267 time: 0.9194s
Epoch: 0800 loss_train: 0.6845 acc_train: 0.7929 loss_val: 0.6563 acc_val: 0.8267 time: 1.0024s
Epoch: 0801 loss_train: 0.6806 acc_train: 0.8000 loss_val: 0.6562 acc_val: 0.8267 time: 0.8266s
Epoch: 0802 loss_train: 0.6861 acc_train: 0.7786 loss_val: 0.6561 acc_val: 0.8300 time: 0.8675s
Epoch: 0803 loss_train: 0.5853 acc_train: 0.7929 loss_val: 0.6562 acc_val: 0.8300 time: 0.8365s
Epoch: 0804 loss_train: 0.6254 acc_train: 0.7929 loss_val: 0.6563 acc_val: 0.8300 time: 1.3767s
Epoch: 0805 loss_train: 0.6452 acc_train: 0.8143 loss_val: 0.6566 acc_val: 0.8333 time: 2.0280s
Epoch: 0806 loss_train: 0.6330 acc_train: 0.8000 loss_val: 0.6572 acc_val: 0.8333 time: 1.9122s
Epoch: 0807 loss_train: 0.6429 acc_train: 0.8143 loss_val: 0.6577 acc_val: 0.8333 time: 1.7947s
Epoch: 0808 loss_train: 0.5761 acc_train: 0.8214 loss_val: 0.6584 acc_val: 0.8333 time: 1.3422s
Epoch: 0809 loss_train: 0.5973 acc_train: 0.8143 loss_val: 0.6588 acc_val: 0.8333 time: 1.0762s
Epoch: 0810 loss_train: 0.5150 acc_train: 0.8786 loss_val: 0.6591 acc_val: 0.8333 time: 0.6643s
Epoch: 0811 loss_train: 0.6677 acc_train: 0.7714 loss_val: 0.6595 acc_val: 0.8333 time: 1.1156s
Epoch: 0812 loss_train: 0.7047 acc_train: 0.7786 loss_val: 0.6594 acc_val: 0.8333 time: 3.0151s
Epoch: 0813 loss_train: 0.6902 acc_train: 0.7571 loss_val: 0.6596 acc_val: 0.8333 time: 1.5437s
Epoch: 0814 loss_train: 0.6676 acc_train: 0.7857 loss_val: 0.6600 acc_val: 0.8333 time: 2.0020s
Epoch: 0815 loss_train: 0.5560 acc_train: 0.8357 loss_val: 0.6601 acc_val: 0.8333 time: 7.6840s
Epoch: 0816 loss_train: 0.5864 acc_train: 0.8286 loss_val: 0.6601 acc_val: 0.8333 time: 6.0769s
Epoch: 0817 loss_train: 0.5516 acc_train: 0.8500 loss_val: 0.6602 acc_val: 0.8333 time: 2.3408s
Epoch: 0818 loss_train: 0.5839 acc_train: 0.8071 loss_val: 0.6596 acc_val: 0.8333 time: 3.9205s
Epoch: 0819 loss_train: 0.7073 acc_train: 0.7500 loss_val: 0.6590 acc_val: 0.8333 time: 3.3797s
Epoch: 0820 loss_train: 0.6792 acc_train: 0.7714 loss_val: 0.6586 acc_val: 0.8333 time: 1.6457s
Epoch: 0821 loss_train: 0.5514 acc_train: 0.8143 loss_val: 0.6586 acc_val: 0.8333 time: 2.9171s
Epoch: 0822 loss_train: 0.6796 acc_train: 0.7929 loss_val: 0.6583 acc_val: 0.8333 time: 1.5716s
Epoch: 0823 loss_train: 0.5926 acc_train: 0.8071 loss_val: 0.6581 acc_val: 0.8333 time: 1.1272s
Epoch: 0824 loss_train: 0.6716 acc_train: 0.7857 loss_val: 0.6580 acc_val: 0.8300 time: 0.7498s
Epoch: 0825 loss_train: 0.5464 acc_train: 0.8643 loss_val: 0.6577 acc_val: 0.8300 time: 0.8924s
Epoch: 0826 loss_train: 0.6157 acc_train: 0.8286 loss_val: 0.6572 acc_val: 0.8300 time: 1.8873s
Epoch: 0827 loss_train: 0.6336 acc_train: 0.8071 loss_val: 0.6565 acc_val: 0.8300 time: 2.9517s
Epoch: 0828 loss_train: 0.6652 acc_train: 0.8071 loss_val: 0.6560 acc_val: 0.8300 time: 5.0206s
Epoch: 0829 loss_train: 0.5259 acc_train: 0.8500 loss_val: 0.6552 acc_val: 0.8300 time: 2.6793s
Optimization Finished!
Total time elapsed: 1164.9725s
Loading 728th epoch
Test set results: loss= 0.6671 accuracy= 0.8420
