Loading cora dataset...
Epoch: 0001 loss_train: 1.9497 acc_train: 0.1357 loss_val: 1.9413 acc_val: 0.2900 time: 1.0226s
Epoch: 0002 loss_train: 1.9449 acc_train: 0.1357 loss_val: 1.9316 acc_val: 0.5200 time: 1.7534s
Epoch: 0003 loss_train: 1.9343 acc_train: 0.2214 loss_val: 1.9218 acc_val: 0.5133 time: 1.6699s
Epoch: 0004 loss_train: 1.9132 acc_train: 0.4214 loss_val: 1.9122 acc_val: 0.5133 time: 1.8050s
Epoch: 0005 loss_train: 1.9089 acc_train: 0.4214 loss_val: 1.9026 acc_val: 0.5200 time: 1.6887s
Epoch: 0006 loss_train: 1.8894 acc_train: 0.4714 loss_val: 1.8931 acc_val: 0.5133 time: 0.9798s
Epoch: 0007 loss_train: 1.8852 acc_train: 0.4786 loss_val: 1.8835 acc_val: 0.5267 time: 0.9892s
Epoch: 0008 loss_train: 1.8686 acc_train: 0.5000 loss_val: 1.8738 acc_val: 0.5300 time: 0.7996s
Epoch: 0009 loss_train: 1.8472 acc_train: 0.4929 loss_val: 1.8640 acc_val: 0.5300 time: 0.7128s
Epoch: 0010 loss_train: 1.8493 acc_train: 0.5214 loss_val: 1.8539 acc_val: 0.5267 time: 0.7284s
Epoch: 0011 loss_train: 1.8370 acc_train: 0.5000 loss_val: 1.8437 acc_val: 0.5267 time: 0.6655s
Epoch: 0012 loss_train: 1.8214 acc_train: 0.5429 loss_val: 1.8333 acc_val: 0.5267 time: 0.7510s
Epoch: 0013 loss_train: 1.7884 acc_train: 0.5500 loss_val: 1.8226 acc_val: 0.5233 time: 0.6509s
Epoch: 0014 loss_train: 1.7890 acc_train: 0.5357 loss_val: 1.8117 acc_val: 0.5300 time: 0.6339s
Epoch: 0015 loss_train: 1.7737 acc_train: 0.5714 loss_val: 1.8005 acc_val: 0.5300 time: 1.2033s
Epoch: 0016 loss_train: 1.7450 acc_train: 0.5857 loss_val: 1.7890 acc_val: 0.5367 time: 1.8504s
Epoch: 0017 loss_train: 1.7773 acc_train: 0.5143 loss_val: 1.7775 acc_val: 0.5300 time: 0.9830s
Epoch: 0018 loss_train: 1.7580 acc_train: 0.5071 loss_val: 1.7658 acc_val: 0.5300 time: 0.7705s
Epoch: 0019 loss_train: 1.7112 acc_train: 0.5643 loss_val: 1.7538 acc_val: 0.5300 time: 0.7195s
Epoch: 0020 loss_train: 1.6921 acc_train: 0.5500 loss_val: 1.7415 acc_val: 0.5267 time: 0.7659s
Epoch: 0021 loss_train: 1.7234 acc_train: 0.5643 loss_val: 1.7291 acc_val: 0.5267 time: 0.8403s
Epoch: 0022 loss_train: 1.6974 acc_train: 0.5071 loss_val: 1.7168 acc_val: 0.5267 time: 0.6886s
Epoch: 0023 loss_train: 1.6730 acc_train: 0.5214 loss_val: 1.7044 acc_val: 0.5300 time: 0.8349s
Epoch: 0024 loss_train: 1.6425 acc_train: 0.5429 loss_val: 1.6919 acc_val: 0.5300 time: 0.7320s
Epoch: 0025 loss_train: 1.6601 acc_train: 0.4714 loss_val: 1.6794 acc_val: 0.5367 time: 0.6593s
Epoch: 0026 loss_train: 1.5650 acc_train: 0.6214 loss_val: 1.6668 acc_val: 0.5367 time: 0.6312s
Epoch: 0027 loss_train: 1.6389 acc_train: 0.5143 loss_val: 1.6542 acc_val: 0.5433 time: 0.7734s
Epoch: 0028 loss_train: 1.5862 acc_train: 0.5143 loss_val: 1.6418 acc_val: 0.5433 time: 0.7628s
Epoch: 0029 loss_train: 1.5858 acc_train: 0.5000 loss_val: 1.6294 acc_val: 0.5433 time: 0.6416s
Epoch: 0030 loss_train: 1.5726 acc_train: 0.5643 loss_val: 1.6171 acc_val: 0.5433 time: 0.6163s
Epoch: 0031 loss_train: 1.5847 acc_train: 0.5286 loss_val: 1.6049 acc_val: 0.5567 time: 0.7337s
Epoch: 0032 loss_train: 1.5346 acc_train: 0.5571 loss_val: 1.5928 acc_val: 0.5667 time: 0.7722s
Epoch: 0033 loss_train: 1.5322 acc_train: 0.5714 loss_val: 1.5806 acc_val: 0.5700 time: 0.6458s
Epoch: 0034 loss_train: 1.4737 acc_train: 0.6143 loss_val: 1.5686 acc_val: 0.5900 time: 0.6638s
Epoch: 0035 loss_train: 1.5321 acc_train: 0.5214 loss_val: 1.5566 acc_val: 0.6067 time: 0.8993s
Epoch: 0036 loss_train: 1.4998 acc_train: 0.5357 loss_val: 1.5446 acc_val: 0.6167 time: 0.9128s
Epoch: 0037 loss_train: 1.4785 acc_train: 0.5643 loss_val: 1.5329 acc_val: 0.6233 time: 0.9884s
Epoch: 0038 loss_train: 1.4746 acc_train: 0.5714 loss_val: 1.5212 acc_val: 0.6300 time: 0.7843s
Epoch: 0039 loss_train: 1.4478 acc_train: 0.6143 loss_val: 1.5095 acc_val: 0.6400 time: 0.8748s
Epoch: 0040 loss_train: 1.4704 acc_train: 0.5857 loss_val: 1.4979 acc_val: 0.6500 time: 0.8939s
Epoch: 0041 loss_train: 1.4681 acc_train: 0.5571 loss_val: 1.4868 acc_val: 0.6567 time: 0.8544s
Epoch: 0042 loss_train: 1.4564 acc_train: 0.6500 loss_val: 1.4757 acc_val: 0.6633 time: 0.8410s
Epoch: 0043 loss_train: 1.4045 acc_train: 0.6357 loss_val: 1.4649 acc_val: 0.6667 time: 1.1455s
Epoch: 0044 loss_train: 1.3704 acc_train: 0.6357 loss_val: 1.4542 acc_val: 0.6700 time: 1.1665s
Epoch: 0045 loss_train: 1.4211 acc_train: 0.6429 loss_val: 1.4438 acc_val: 0.6733 time: 1.1566s
Epoch: 0046 loss_train: 1.3596 acc_train: 0.6000 loss_val: 1.4336 acc_val: 0.6867 time: 1.2401s
Epoch: 0047 loss_train: 1.3793 acc_train: 0.6643 loss_val: 1.4234 acc_val: 0.7000 time: 1.4624s
Epoch: 0048 loss_train: 1.3365 acc_train: 0.7286 loss_val: 1.4131 acc_val: 0.7133 time: 2.1190s
Epoch: 0049 loss_train: 1.3365 acc_train: 0.6214 loss_val: 1.4033 acc_val: 0.7233 time: 1.5861s
Epoch: 0050 loss_train: 1.3451 acc_train: 0.6643 loss_val: 1.3932 acc_val: 0.7467 time: 1.3953s
Epoch: 0051 loss_train: 1.3605 acc_train: 0.6929 loss_val: 1.3832 acc_val: 0.7467 time: 1.0280s
Epoch: 0052 loss_train: 1.3179 acc_train: 0.6357 loss_val: 1.3735 acc_val: 0.7500 time: 0.9377s
Epoch: 0053 loss_train: 1.2424 acc_train: 0.7500 loss_val: 1.3636 acc_val: 0.7533 time: 0.9025s
Epoch: 0054 loss_train: 1.2707 acc_train: 0.7214 loss_val: 1.3537 acc_val: 0.7633 time: 0.8683s
Epoch: 0055 loss_train: 1.3107 acc_train: 0.7000 loss_val: 1.3438 acc_val: 0.7633 time: 0.9420s
Epoch: 0056 loss_train: 1.2691 acc_train: 0.7357 loss_val: 1.3338 acc_val: 0.7700 time: 0.8257s
Epoch: 0057 loss_train: 1.2631 acc_train: 0.7143 loss_val: 1.3237 acc_val: 0.7700 time: 0.6867s
Epoch: 0058 loss_train: 1.2128 acc_train: 0.7571 loss_val: 1.3138 acc_val: 0.7767 time: 0.6289s
Epoch: 0059 loss_train: 1.2849 acc_train: 0.7214 loss_val: 1.3042 acc_val: 0.7800 time: 0.6538s
Epoch: 0060 loss_train: 1.2166 acc_train: 0.7000 loss_val: 1.2946 acc_val: 0.7867 time: 0.6523s
Epoch: 0061 loss_train: 1.2061 acc_train: 0.7357 loss_val: 1.2852 acc_val: 0.7867 time: 0.6520s
Epoch: 0062 loss_train: 1.1675 acc_train: 0.7500 loss_val: 1.2760 acc_val: 0.7867 time: 0.6855s
Epoch: 0063 loss_train: 1.2411 acc_train: 0.7143 loss_val: 1.2669 acc_val: 0.7900 time: 0.6358s
Epoch: 0064 loss_train: 1.1836 acc_train: 0.7000 loss_val: 1.2579 acc_val: 0.7833 time: 0.6376s
Epoch: 0065 loss_train: 1.1610 acc_train: 0.7500 loss_val: 1.2489 acc_val: 0.7833 time: 0.6322s
Epoch: 0066 loss_train: 1.0945 acc_train: 0.8000 loss_val: 1.2400 acc_val: 0.7833 time: 0.6878s
Epoch: 0067 loss_train: 1.1741 acc_train: 0.7143 loss_val: 1.2317 acc_val: 0.7867 time: 0.7463s
Epoch: 0068 loss_train: 1.1545 acc_train: 0.7643 loss_val: 1.2231 acc_val: 0.7867 time: 0.6951s
Epoch: 0069 loss_train: 1.1347 acc_train: 0.7429 loss_val: 1.2145 acc_val: 0.7933 time: 0.6210s
Epoch: 0070 loss_train: 1.2395 acc_train: 0.6714 loss_val: 1.2062 acc_val: 0.7933 time: 0.6541s
Epoch: 0071 loss_train: 1.0901 acc_train: 0.7929 loss_val: 1.1979 acc_val: 0.7900 time: 0.6716s
Epoch: 0072 loss_train: 1.0921 acc_train: 0.7929 loss_val: 1.1896 acc_val: 0.7900 time: 0.6674s
Epoch: 0073 loss_train: 1.1079 acc_train: 0.7357 loss_val: 1.1814 acc_val: 0.7933 time: 0.6555s
Epoch: 0074 loss_train: 1.1694 acc_train: 0.7286 loss_val: 1.1736 acc_val: 0.7933 time: 0.6630s
Epoch: 0075 loss_train: 1.1411 acc_train: 0.7500 loss_val: 1.1660 acc_val: 0.7933 time: 0.6590s
Epoch: 0076 loss_train: 1.0633 acc_train: 0.7357 loss_val: 1.1584 acc_val: 0.8000 time: 0.6623s
Epoch: 0077 loss_train: 1.0707 acc_train: 0.7214 loss_val: 1.1510 acc_val: 0.8033 time: 0.7392s
Epoch: 0078 loss_train: 1.1081 acc_train: 0.7429 loss_val: 1.1438 acc_val: 0.8033 time: 0.7350s
Epoch: 0079 loss_train: 1.1124 acc_train: 0.7714 loss_val: 1.1369 acc_val: 0.8033 time: 0.6245s
Epoch: 0080 loss_train: 1.1172 acc_train: 0.7143 loss_val: 1.1303 acc_val: 0.8033 time: 0.6401s
Epoch: 0081 loss_train: 1.0234 acc_train: 0.7857 loss_val: 1.1236 acc_val: 0.8033 time: 0.6383s
Epoch: 0082 loss_train: 1.0532 acc_train: 0.7286 loss_val: 1.1170 acc_val: 0.8033 time: 0.6456s
Epoch: 0083 loss_train: 1.1275 acc_train: 0.7286 loss_val: 1.1105 acc_val: 0.8033 time: 0.7525s
Epoch: 0084 loss_train: 1.1638 acc_train: 0.6929 loss_val: 1.1042 acc_val: 0.8100 time: 0.8476s
Epoch: 0085 loss_train: 0.9095 acc_train: 0.8214 loss_val: 1.0976 acc_val: 0.8100 time: 0.6509s
Epoch: 0086 loss_train: 0.9956 acc_train: 0.7857 loss_val: 1.0910 acc_val: 0.8067 time: 0.6324s
Epoch: 0087 loss_train: 1.0457 acc_train: 0.7714 loss_val: 1.0846 acc_val: 0.8067 time: 1.6423s
Epoch: 0088 loss_train: 1.0521 acc_train: 0.7571 loss_val: 1.0781 acc_val: 0.8067 time: 1.4296s
Epoch: 0089 loss_train: 0.9833 acc_train: 0.7571 loss_val: 1.0718 acc_val: 0.8133 time: 1.1187s
Epoch: 0090 loss_train: 0.9867 acc_train: 0.7714 loss_val: 1.0656 acc_val: 0.8133 time: 1.3976s
Epoch: 0091 loss_train: 0.9729 acc_train: 0.8143 loss_val: 1.0594 acc_val: 0.8167 time: 1.2080s
Epoch: 0092 loss_train: 1.0254 acc_train: 0.7429 loss_val: 1.0532 acc_val: 0.8167 time: 1.7934s
Epoch: 0093 loss_train: 0.9550 acc_train: 0.7714 loss_val: 1.0474 acc_val: 0.8133 time: 1.5644s
Epoch: 0094 loss_train: 1.0779 acc_train: 0.7286 loss_val: 1.0419 acc_val: 0.8200 time: 1.2540s
Epoch: 0095 loss_train: 1.0026 acc_train: 0.7571 loss_val: 1.0367 acc_val: 0.8200 time: 1.1955s
Epoch: 0096 loss_train: 1.0296 acc_train: 0.7071 loss_val: 1.0317 acc_val: 0.8267 time: 0.8701s
Epoch: 0097 loss_train: 0.9353 acc_train: 0.8000 loss_val: 1.0267 acc_val: 0.8300 time: 0.8376s
Epoch: 0098 loss_train: 0.9514 acc_train: 0.7857 loss_val: 1.0218 acc_val: 0.8333 time: 0.8995s
Epoch: 0099 loss_train: 0.9241 acc_train: 0.7929 loss_val: 1.0170 acc_val: 0.8333 time: 1.0454s
Epoch: 0100 loss_train: 0.9999 acc_train: 0.7571 loss_val: 1.0125 acc_val: 0.8300 time: 1.2012s
Epoch: 0101 loss_train: 0.9767 acc_train: 0.7500 loss_val: 1.0081 acc_val: 0.8300 time: 1.2452s
Epoch: 0102 loss_train: 0.9486 acc_train: 0.8071 loss_val: 1.0037 acc_val: 0.8333 time: 1.7538s
Epoch: 0103 loss_train: 0.9845 acc_train: 0.7571 loss_val: 0.9995 acc_val: 0.8333 time: 1.7718s
Epoch: 0104 loss_train: 0.9172 acc_train: 0.8143 loss_val: 0.9953 acc_val: 0.8333 time: 1.8927s
Epoch: 0105 loss_train: 0.9603 acc_train: 0.7714 loss_val: 0.9910 acc_val: 0.8400 time: 1.9462s
Epoch: 0106 loss_train: 0.9303 acc_train: 0.7500 loss_val: 0.9867 acc_val: 0.8400 time: 1.0295s
Epoch: 0107 loss_train: 0.8357 acc_train: 0.8143 loss_val: 0.9823 acc_val: 0.8367 time: 0.8266s
Epoch: 0108 loss_train: 0.8985 acc_train: 0.7929 loss_val: 0.9780 acc_val: 0.8367 time: 0.6824s
Epoch: 0109 loss_train: 0.8946 acc_train: 0.8071 loss_val: 0.9735 acc_val: 0.8367 time: 0.6295s
Epoch: 0110 loss_train: 0.9696 acc_train: 0.7786 loss_val: 0.9689 acc_val: 0.8367 time: 0.6319s
Epoch: 0111 loss_train: 0.9411 acc_train: 0.7714 loss_val: 0.9646 acc_val: 0.8400 time: 0.6748s
Epoch: 0112 loss_train: 0.8972 acc_train: 0.7857 loss_val: 0.9602 acc_val: 0.8400 time: 0.9037s
Epoch: 0113 loss_train: 0.8551 acc_train: 0.7929 loss_val: 0.9559 acc_val: 0.8400 time: 0.7201s
Epoch: 0114 loss_train: 0.9310 acc_train: 0.7857 loss_val: 0.9520 acc_val: 0.8400 time: 0.6218s
Epoch: 0115 loss_train: 0.9388 acc_train: 0.7857 loss_val: 0.9482 acc_val: 0.8400 time: 0.7761s
Epoch: 0116 loss_train: 0.9196 acc_train: 0.7500 loss_val: 0.9444 acc_val: 0.8400 time: 1.0837s
Epoch: 0117 loss_train: 0.9210 acc_train: 0.7500 loss_val: 0.9406 acc_val: 0.8400 time: 0.7658s
Epoch: 0118 loss_train: 0.8967 acc_train: 0.8071 loss_val: 0.9371 acc_val: 0.8400 time: 0.9360s
Epoch: 0119 loss_train: 0.7792 acc_train: 0.8286 loss_val: 0.9336 acc_val: 0.8433 time: 0.8352s
Epoch: 0120 loss_train: 0.8861 acc_train: 0.8000 loss_val: 0.9301 acc_val: 0.8433 time: 0.8850s
Epoch: 0121 loss_train: 0.9440 acc_train: 0.7500 loss_val: 0.9267 acc_val: 0.8433 time: 0.7811s
Epoch: 0122 loss_train: 0.9526 acc_train: 0.7429 loss_val: 0.9236 acc_val: 0.8433 time: 0.7168s
Epoch: 0123 loss_train: 0.8453 acc_train: 0.8071 loss_val: 0.9204 acc_val: 0.8433 time: 0.7037s
Epoch: 0124 loss_train: 1.0761 acc_train: 0.7786 loss_val: 0.9172 acc_val: 0.8433 time: 0.7077s
Epoch: 0125 loss_train: 0.8469 acc_train: 0.7929 loss_val: 0.9141 acc_val: 0.8433 time: 0.7162s
Epoch: 0126 loss_train: 0.9497 acc_train: 0.7143 loss_val: 0.9116 acc_val: 0.8433 time: 0.7511s
Epoch: 0127 loss_train: 0.9146 acc_train: 0.8071 loss_val: 0.9091 acc_val: 0.8433 time: 0.7653s
Epoch: 0128 loss_train: 0.8994 acc_train: 0.7643 loss_val: 0.9068 acc_val: 0.8433 time: 0.6427s
Epoch: 0129 loss_train: 0.7813 acc_train: 0.7857 loss_val: 0.9044 acc_val: 0.8433 time: 0.6411s
Epoch: 0130 loss_train: 0.8435 acc_train: 0.8286 loss_val: 0.9021 acc_val: 0.8433 time: 0.7109s
Epoch: 0131 loss_train: 0.9402 acc_train: 0.7500 loss_val: 0.8999 acc_val: 0.8433 time: 0.7389s
Epoch: 0132 loss_train: 0.8765 acc_train: 0.7643 loss_val: 0.8976 acc_val: 0.8467 time: 0.6583s
Epoch: 0133 loss_train: 0.7532 acc_train: 0.8286 loss_val: 0.8951 acc_val: 0.8467 time: 0.6308s
Epoch: 0134 loss_train: 0.9501 acc_train: 0.7500 loss_val: 0.8928 acc_val: 0.8467 time: 0.6348s
Epoch: 0135 loss_train: 0.8474 acc_train: 0.8143 loss_val: 0.8905 acc_val: 0.8467 time: 0.6543s
Epoch: 0136 loss_train: 0.8738 acc_train: 0.7929 loss_val: 0.8881 acc_val: 0.8467 time: 0.6502s
Epoch: 0137 loss_train: 0.8950 acc_train: 0.7857 loss_val: 0.8856 acc_val: 0.8467 time: 0.8081s
Epoch: 0138 loss_train: 0.8321 acc_train: 0.8000 loss_val: 0.8831 acc_val: 0.8467 time: 0.7557s
Epoch: 0139 loss_train: 0.8561 acc_train: 0.8000 loss_val: 0.8806 acc_val: 0.8467 time: 0.7662s
Epoch: 0140 loss_train: 0.7992 acc_train: 0.8071 loss_val: 0.8780 acc_val: 0.8467 time: 0.6978s
Epoch: 0141 loss_train: 0.8548 acc_train: 0.8000 loss_val: 0.8757 acc_val: 0.8467 time: 0.7965s
Epoch: 0142 loss_train: 0.7302 acc_train: 0.8500 loss_val: 0.8735 acc_val: 0.8467 time: 0.7697s
Epoch: 0143 loss_train: 0.8617 acc_train: 0.7714 loss_val: 0.8716 acc_val: 0.8433 time: 1.0639s
Epoch: 0144 loss_train: 0.8830 acc_train: 0.7714 loss_val: 0.8696 acc_val: 0.8433 time: 1.1274s
Epoch: 0145 loss_train: 0.8607 acc_train: 0.7857 loss_val: 0.8678 acc_val: 0.8433 time: 1.0903s
Epoch: 0146 loss_train: 0.8106 acc_train: 0.7857 loss_val: 0.8659 acc_val: 0.8467 time: 0.9706s
Epoch: 0147 loss_train: 0.8501 acc_train: 0.7786 loss_val: 0.8637 acc_val: 0.8433 time: 1.4016s
Epoch: 0148 loss_train: 0.8207 acc_train: 0.8286 loss_val: 0.8616 acc_val: 0.8400 time: 2.8091s
Epoch: 0149 loss_train: 0.7658 acc_train: 0.8357 loss_val: 0.8595 acc_val: 0.8367 time: 0.9428s
Epoch: 0150 loss_train: 0.9165 acc_train: 0.7857 loss_val: 0.8579 acc_val: 0.8400 time: 0.9133s
Epoch: 0151 loss_train: 0.8097 acc_train: 0.7786 loss_val: 0.8561 acc_val: 0.8400 time: 1.2122s
Epoch: 0152 loss_train: 0.9294 acc_train: 0.7857 loss_val: 0.8542 acc_val: 0.8333 time: 1.5677s
Epoch: 0153 loss_train: 0.8914 acc_train: 0.7714 loss_val: 0.8523 acc_val: 0.8333 time: 1.6665s
Epoch: 0154 loss_train: 0.7910 acc_train: 0.8071 loss_val: 0.8500 acc_val: 0.8333 time: 1.2993s
Epoch: 0155 loss_train: 0.8237 acc_train: 0.7786 loss_val: 0.8474 acc_val: 0.8300 time: 1.2676s
Epoch: 0156 loss_train: 0.8612 acc_train: 0.7500 loss_val: 0.8452 acc_val: 0.8300 time: 1.1709s
Epoch: 0157 loss_train: 0.7605 acc_train: 0.7929 loss_val: 0.8431 acc_val: 0.8300 time: 1.1128s
Epoch: 0158 loss_train: 0.9297 acc_train: 0.7786 loss_val: 0.8408 acc_val: 0.8300 time: 0.9562s
Epoch: 0159 loss_train: 0.7902 acc_train: 0.8214 loss_val: 0.8386 acc_val: 0.8267 time: 1.1512s
Epoch: 0160 loss_train: 0.7974 acc_train: 0.7714 loss_val: 0.8365 acc_val: 0.8233 time: 1.3507s
Epoch: 0161 loss_train: 0.8790 acc_train: 0.7714 loss_val: 0.8346 acc_val: 0.8233 time: 1.1309s
Epoch: 0162 loss_train: 0.8691 acc_train: 0.7786 loss_val: 0.8326 acc_val: 0.8233 time: 1.1887s
Epoch: 0163 loss_train: 0.7533 acc_train: 0.8357 loss_val: 0.8308 acc_val: 0.8233 time: 1.7236s
Epoch: 0164 loss_train: 0.7828 acc_train: 0.7929 loss_val: 0.8290 acc_val: 0.8267 time: 1.7155s
Epoch: 0165 loss_train: 0.7491 acc_train: 0.8143 loss_val: 0.8273 acc_val: 0.8267 time: 1.7974s
Epoch: 0166 loss_train: 0.7964 acc_train: 0.8071 loss_val: 0.8256 acc_val: 0.8267 time: 1.6063s
Epoch: 0167 loss_train: 0.8535 acc_train: 0.7929 loss_val: 0.8242 acc_val: 0.8233 time: 0.8749s
Epoch: 0168 loss_train: 0.8847 acc_train: 0.7571 loss_val: 0.8229 acc_val: 0.8233 time: 0.7445s
Epoch: 0169 loss_train: 0.8347 acc_train: 0.7786 loss_val: 0.8216 acc_val: 0.8267 time: 0.6475s
Epoch: 0170 loss_train: 0.8233 acc_train: 0.8071 loss_val: 0.8206 acc_val: 0.8267 time: 0.6713s
Epoch: 0171 loss_train: 0.7919 acc_train: 0.8143 loss_val: 0.8196 acc_val: 0.8267 time: 0.6426s
Epoch: 0172 loss_train: 0.8121 acc_train: 0.7786 loss_val: 0.8188 acc_val: 0.8267 time: 0.6552s
Epoch: 0173 loss_train: 0.7641 acc_train: 0.7929 loss_val: 0.8181 acc_val: 0.8267 time: 0.6964s
Epoch: 0174 loss_train: 0.7907 acc_train: 0.7786 loss_val: 0.8175 acc_val: 0.8267 time: 0.7720s
Epoch: 0175 loss_train: 0.7685 acc_train: 0.8143 loss_val: 0.8167 acc_val: 0.8233 time: 0.6924s
Epoch: 0176 loss_train: 0.8341 acc_train: 0.7857 loss_val: 0.8158 acc_val: 0.8167 time: 0.6273s
Epoch: 0177 loss_train: 0.7704 acc_train: 0.8000 loss_val: 0.8149 acc_val: 0.8133 time: 0.6262s
Epoch: 0178 loss_train: 0.8423 acc_train: 0.7571 loss_val: 0.8139 acc_val: 0.8133 time: 0.6390s
Epoch: 0179 loss_train: 0.7720 acc_train: 0.7786 loss_val: 0.8132 acc_val: 0.8133 time: 0.6427s
Epoch: 0180 loss_train: 0.7525 acc_train: 0.8000 loss_val: 0.8122 acc_val: 0.8133 time: 0.9347s
Epoch: 0181 loss_train: 0.7848 acc_train: 0.8000 loss_val: 0.8110 acc_val: 0.8100 time: 0.8295s
Epoch: 0182 loss_train: 0.7671 acc_train: 0.8143 loss_val: 0.8097 acc_val: 0.8100 time: 0.6814s
Epoch: 0183 loss_train: 0.7314 acc_train: 0.8214 loss_val: 0.8084 acc_val: 0.8100 time: 0.6789s
Epoch: 0184 loss_train: 0.8314 acc_train: 0.7714 loss_val: 0.8071 acc_val: 0.8100 time: 0.6473s
Epoch: 0185 loss_train: 0.7230 acc_train: 0.8214 loss_val: 0.8056 acc_val: 0.8167 time: 0.7245s
Epoch: 0186 loss_train: 0.7836 acc_train: 0.8000 loss_val: 0.8040 acc_val: 0.8167 time: 0.7853s
Epoch: 0187 loss_train: 0.7767 acc_train: 0.7857 loss_val: 0.8026 acc_val: 0.8167 time: 0.6626s
Epoch: 0188 loss_train: 0.7829 acc_train: 0.8071 loss_val: 0.8009 acc_val: 0.8200 time: 0.6184s
Epoch: 0189 loss_train: 0.7946 acc_train: 0.7857 loss_val: 0.7993 acc_val: 0.8200 time: 0.6243s
Epoch: 0190 loss_train: 0.7680 acc_train: 0.7857 loss_val: 0.7977 acc_val: 0.8200 time: 0.6649s
Epoch: 0191 loss_train: 0.7301 acc_train: 0.8214 loss_val: 0.7962 acc_val: 0.8200 time: 0.6368s
Epoch: 0192 loss_train: 0.7473 acc_train: 0.8000 loss_val: 0.7946 acc_val: 0.8200 time: 0.7502s
Epoch: 0193 loss_train: 0.7797 acc_train: 0.7571 loss_val: 0.7929 acc_val: 0.8200 time: 0.7315s
Epoch: 0194 loss_train: 0.6757 acc_train: 0.8500 loss_val: 0.7914 acc_val: 0.8200 time: 0.7406s
Epoch: 0195 loss_train: 0.6705 acc_train: 0.8286 loss_val: 0.7897 acc_val: 0.8167 time: 0.6582s
Epoch: 0196 loss_train: 0.8605 acc_train: 0.7571 loss_val: 0.7879 acc_val: 0.8167 time: 0.7449s
Epoch: 0197 loss_train: 0.7606 acc_train: 0.8000 loss_val: 0.7862 acc_val: 0.8167 time: 0.7023s
Epoch: 0198 loss_train: 0.7826 acc_train: 0.7714 loss_val: 0.7846 acc_val: 0.8167 time: 0.6592s
Epoch: 0199 loss_train: 0.7370 acc_train: 0.8429 loss_val: 0.7829 acc_val: 0.8167 time: 0.7223s
Epoch: 0200 loss_train: 0.8507 acc_train: 0.7429 loss_val: 0.7812 acc_val: 0.8133 time: 0.8631s
Epoch: 0201 loss_train: 0.6710 acc_train: 0.8143 loss_val: 0.7794 acc_val: 0.8133 time: 0.7011s
Epoch: 0202 loss_train: 0.7224 acc_train: 0.8429 loss_val: 0.7779 acc_val: 0.8133 time: 0.6234s
Epoch: 0203 loss_train: 0.7966 acc_train: 0.7786 loss_val: 0.7763 acc_val: 0.8133 time: 0.6833s
Epoch: 0204 loss_train: 0.7463 acc_train: 0.7929 loss_val: 0.7749 acc_val: 0.8133 time: 0.8749s
Epoch: 0205 loss_train: 0.7038 acc_train: 0.8000 loss_val: 0.7736 acc_val: 0.8067 time: 0.6747s
Epoch: 0206 loss_train: 0.7400 acc_train: 0.8000 loss_val: 0.7720 acc_val: 0.8067 time: 0.7925s
Epoch: 0207 loss_train: 0.7846 acc_train: 0.7643 loss_val: 0.7705 acc_val: 0.8067 time: 0.7333s
Epoch: 0208 loss_train: 0.7229 acc_train: 0.8071 loss_val: 0.7690 acc_val: 0.8067 time: 0.6415s
Epoch: 0209 loss_train: 0.7998 acc_train: 0.7857 loss_val: 0.7675 acc_val: 0.8067 time: 0.6382s
Epoch: 0210 loss_train: 0.6899 acc_train: 0.8214 loss_val: 0.7662 acc_val: 0.8067 time: 0.7461s
Epoch: 0211 loss_train: 0.6693 acc_train: 0.8214 loss_val: 0.7648 acc_val: 0.8067 time: 0.7546s
Epoch: 0212 loss_train: 0.6568 acc_train: 0.8786 loss_val: 0.7633 acc_val: 0.8067 time: 0.6992s
Epoch: 0213 loss_train: 0.7778 acc_train: 0.7714 loss_val: 0.7620 acc_val: 0.8067 time: 0.7145s
Epoch: 0214 loss_train: 0.6892 acc_train: 0.8357 loss_val: 0.7608 acc_val: 0.8067 time: 2.0402s
Epoch: 0215 loss_train: 0.7222 acc_train: 0.8357 loss_val: 0.7598 acc_val: 0.8100 time: 1.2190s
Epoch: 0216 loss_train: 0.8299 acc_train: 0.7714 loss_val: 0.7585 acc_val: 0.8067 time: 1.2438s
Epoch: 0217 loss_train: 0.7002 acc_train: 0.8286 loss_val: 0.7573 acc_val: 0.8067 time: 0.9801s
Epoch: 0218 loss_train: 0.6973 acc_train: 0.7857 loss_val: 0.7560 acc_val: 0.8067 time: 1.2545s
Epoch: 0219 loss_train: 0.6899 acc_train: 0.8214 loss_val: 0.7547 acc_val: 0.8067 time: 1.5313s
Epoch: 0220 loss_train: 0.8093 acc_train: 0.7857 loss_val: 0.7535 acc_val: 0.8067 time: 1.5013s
Epoch: 0221 loss_train: 0.7224 acc_train: 0.8214 loss_val: 0.7524 acc_val: 0.8100 time: 2.0458s
Epoch: 0222 loss_train: 0.7374 acc_train: 0.7643 loss_val: 0.7515 acc_val: 0.8100 time: 2.0256s
Epoch: 0223 loss_train: 0.7943 acc_train: 0.7929 loss_val: 0.7508 acc_val: 0.8100 time: 0.7453s
Epoch: 0224 loss_train: 0.6893 acc_train: 0.8143 loss_val: 0.7502 acc_val: 0.8100 time: 0.6163s
Epoch: 0225 loss_train: 0.7723 acc_train: 0.8071 loss_val: 0.7495 acc_val: 0.8067 time: 0.6716s
Epoch: 0226 loss_train: 0.6022 acc_train: 0.8214 loss_val: 0.7488 acc_val: 0.8067 time: 0.6843s
Epoch: 0227 loss_train: 0.7375 acc_train: 0.7786 loss_val: 0.7482 acc_val: 0.8067 time: 0.7197s
Epoch: 0228 loss_train: 0.6823 acc_train: 0.8214 loss_val: 0.7477 acc_val: 0.8067 time: 0.7817s
Epoch: 0229 loss_train: 0.7047 acc_train: 0.8071 loss_val: 0.7472 acc_val: 0.8100 time: 0.7010s
Epoch: 0230 loss_train: 0.7134 acc_train: 0.7929 loss_val: 0.7465 acc_val: 0.8167 time: 0.6346s
Epoch: 0231 loss_train: 0.6723 acc_train: 0.8214 loss_val: 0.7461 acc_val: 0.8167 time: 0.7542s
Epoch: 0232 loss_train: 0.7404 acc_train: 0.8000 loss_val: 0.7458 acc_val: 0.8167 time: 0.7906s
Epoch: 0233 loss_train: 0.7090 acc_train: 0.7857 loss_val: 0.7455 acc_val: 0.8167 time: 0.6308s
Epoch: 0234 loss_train: 0.6594 acc_train: 0.8214 loss_val: 0.7451 acc_val: 0.8167 time: 0.8144s
Epoch: 0235 loss_train: 0.7058 acc_train: 0.8500 loss_val: 0.7448 acc_val: 0.8133 time: 0.7933s
Epoch: 0236 loss_train: 0.8193 acc_train: 0.7214 loss_val: 0.7445 acc_val: 0.8133 time: 0.6778s
Epoch: 0237 loss_train: 0.6719 acc_train: 0.8143 loss_val: 0.7444 acc_val: 0.8133 time: 0.6842s
Epoch: 0238 loss_train: 0.7265 acc_train: 0.8143 loss_val: 0.7442 acc_val: 0.8133 time: 0.7148s
Epoch: 0239 loss_train: 0.7545 acc_train: 0.7929 loss_val: 0.7445 acc_val: 0.8133 time: 0.7400s
Epoch: 0240 loss_train: 0.7881 acc_train: 0.7429 loss_val: 0.7450 acc_val: 0.8133 time: 0.7922s
Epoch: 0241 loss_train: 0.7428 acc_train: 0.7786 loss_val: 0.7454 acc_val: 0.8167 time: 0.7792s
Epoch: 0242 loss_train: 0.7036 acc_train: 0.8143 loss_val: 0.7456 acc_val: 0.8167 time: 0.6976s
Epoch: 0243 loss_train: 0.6794 acc_train: 0.8429 loss_val: 0.7460 acc_val: 0.8167 time: 0.7112s
Epoch: 0244 loss_train: 0.6271 acc_train: 0.8500 loss_val: 0.7461 acc_val: 0.8200 time: 0.7259s
Epoch: 0245 loss_train: 0.7336 acc_train: 0.8071 loss_val: 0.7463 acc_val: 0.8200 time: 0.8272s
Epoch: 0246 loss_train: 0.6781 acc_train: 0.8357 loss_val: 0.7461 acc_val: 0.8200 time: 0.9149s
Epoch: 0247 loss_train: 0.6256 acc_train: 0.8357 loss_val: 0.7455 acc_val: 0.8200 time: 0.7281s
Epoch: 0248 loss_train: 0.7086 acc_train: 0.8214 loss_val: 0.7450 acc_val: 0.8200 time: 0.8556s
Epoch: 0249 loss_train: 0.6555 acc_train: 0.8643 loss_val: 0.7444 acc_val: 0.8200 time: 0.8923s
Epoch: 0250 loss_train: 0.7744 acc_train: 0.7714 loss_val: 0.7439 acc_val: 0.8233 time: 0.6454s
Epoch: 0251 loss_train: 0.6794 acc_train: 0.8000 loss_val: 0.7428 acc_val: 0.8267 time: 0.7149s
Epoch: 0252 loss_train: 0.7280 acc_train: 0.8286 loss_val: 0.7417 acc_val: 0.8267 time: 0.7487s
Epoch: 0253 loss_train: 0.7458 acc_train: 0.7929 loss_val: 0.7408 acc_val: 0.8267 time: 0.7638s
Epoch: 0254 loss_train: 0.7856 acc_train: 0.7500 loss_val: 0.7405 acc_val: 0.8267 time: 1.0135s
Epoch: 0255 loss_train: 0.7145 acc_train: 0.8071 loss_val: 0.7400 acc_val: 0.8267 time: 0.8298s
Epoch: 0256 loss_train: 0.7137 acc_train: 0.7857 loss_val: 0.7395 acc_val: 0.8267 time: 0.6239s
Epoch: 0257 loss_train: 0.7134 acc_train: 0.8143 loss_val: 0.7392 acc_val: 0.8267 time: 0.6480s
Epoch: 0258 loss_train: 0.6858 acc_train: 0.7929 loss_val: 0.7393 acc_val: 0.8267 time: 0.8295s
Epoch: 0259 loss_train: 0.8059 acc_train: 0.7643 loss_val: 0.7394 acc_val: 0.8267 time: 0.7309s
Epoch: 0260 loss_train: 0.7354 acc_train: 0.7786 loss_val: 0.7395 acc_val: 0.8267 time: 0.7758s
Epoch: 0261 loss_train: 0.6257 acc_train: 0.8571 loss_val: 0.7393 acc_val: 0.8267 time: 0.6782s
Epoch: 0262 loss_train: 0.5549 acc_train: 0.8429 loss_val: 0.7389 acc_val: 0.8267 time: 0.6341s
Epoch: 0263 loss_train: 0.6484 acc_train: 0.8071 loss_val: 0.7384 acc_val: 0.8267 time: 0.6304s
Epoch: 0264 loss_train: 0.7566 acc_train: 0.8143 loss_val: 0.7377 acc_val: 0.8267 time: 0.7903s
Epoch: 0265 loss_train: 0.6865 acc_train: 0.8000 loss_val: 0.7371 acc_val: 0.8267 time: 0.7430s
Epoch: 0266 loss_train: 0.7369 acc_train: 0.7857 loss_val: 0.7365 acc_val: 0.8233 time: 0.6495s
Epoch: 0267 loss_train: 0.6972 acc_train: 0.7857 loss_val: 0.7358 acc_val: 0.8200 time: 0.6528s
Epoch: 0268 loss_train: 0.7035 acc_train: 0.7929 loss_val: 0.7351 acc_val: 0.8200 time: 0.7674s
Epoch: 0269 loss_train: 0.6956 acc_train: 0.8000 loss_val: 0.7345 acc_val: 0.8200 time: 0.8641s
Epoch: 0270 loss_train: 0.7846 acc_train: 0.7929 loss_val: 0.7341 acc_val: 0.8200 time: 1.1039s
Epoch: 0271 loss_train: 0.7158 acc_train: 0.7929 loss_val: 0.7335 acc_val: 0.8200 time: 0.8200s
Epoch: 0272 loss_train: 0.6940 acc_train: 0.8000 loss_val: 0.7328 acc_val: 0.8133 time: 1.2260s
Epoch: 0273 loss_train: 0.7831 acc_train: 0.7857 loss_val: 0.7319 acc_val: 0.8133 time: 1.0732s
Epoch: 0274 loss_train: 0.6203 acc_train: 0.8429 loss_val: 0.7311 acc_val: 0.8133 time: 1.1101s
Epoch: 0275 loss_train: 0.6922 acc_train: 0.8143 loss_val: 0.7301 acc_val: 0.8133 time: 1.3545s
Epoch: 0276 loss_train: 0.7426 acc_train: 0.7786 loss_val: 0.7293 acc_val: 0.8167 time: 0.7854s
Epoch: 0277 loss_train: 0.7081 acc_train: 0.8214 loss_val: 0.7286 acc_val: 0.8167 time: 0.8095s
Epoch: 0278 loss_train: 0.7774 acc_train: 0.7786 loss_val: 0.7278 acc_val: 0.8167 time: 1.2649s
Epoch: 0279 loss_train: 0.6577 acc_train: 0.8429 loss_val: 0.7269 acc_val: 0.8167 time: 1.0492s
Epoch: 0280 loss_train: 0.7551 acc_train: 0.7500 loss_val: 0.7261 acc_val: 0.8133 time: 0.8501s
Epoch: 0281 loss_train: 0.7079 acc_train: 0.8071 loss_val: 0.7252 acc_val: 0.8133 time: 1.9304s
Epoch: 0282 loss_train: 0.6712 acc_train: 0.8000 loss_val: 0.7248 acc_val: 0.8133 time: 1.1976s
Epoch: 0283 loss_train: 0.6843 acc_train: 0.8071 loss_val: 0.7243 acc_val: 0.8133 time: 1.2931s
Epoch: 0284 loss_train: 0.6301 acc_train: 0.8571 loss_val: 0.7240 acc_val: 0.8133 time: 1.6114s
Epoch: 0285 loss_train: 0.6102 acc_train: 0.8429 loss_val: 0.7234 acc_val: 0.8133 time: 1.8295s
Epoch: 0286 loss_train: 0.6030 acc_train: 0.8714 loss_val: 0.7227 acc_val: 0.8133 time: 1.6600s
Epoch: 0287 loss_train: 0.6816 acc_train: 0.8000 loss_val: 0.7217 acc_val: 0.8133 time: 2.1682s
Epoch: 0288 loss_train: 0.7134 acc_train: 0.8071 loss_val: 0.7205 acc_val: 0.8133 time: 0.8696s
Epoch: 0289 loss_train: 0.7172 acc_train: 0.8000 loss_val: 0.7192 acc_val: 0.8100 time: 0.6586s
Epoch: 0290 loss_train: 0.6537 acc_train: 0.8214 loss_val: 0.7180 acc_val: 0.8100 time: 0.6143s
Epoch: 0291 loss_train: 0.6113 acc_train: 0.8571 loss_val: 0.7173 acc_val: 0.8100 time: 0.6318s
Epoch: 0292 loss_train: 0.6156 acc_train: 0.8357 loss_val: 0.7165 acc_val: 0.8100 time: 0.7044s
Epoch: 0293 loss_train: 0.7464 acc_train: 0.7857 loss_val: 0.7159 acc_val: 0.8100 time: 0.6517s
Epoch: 0294 loss_train: 0.6695 acc_train: 0.8429 loss_val: 0.7151 acc_val: 0.8100 time: 0.6494s
Epoch: 0295 loss_train: 0.7432 acc_train: 0.7929 loss_val: 0.7141 acc_val: 0.8133 time: 0.6626s
Epoch: 0296 loss_train: 0.6980 acc_train: 0.8143 loss_val: 0.7129 acc_val: 0.8133 time: 0.6550s
Epoch: 0297 loss_train: 0.7092 acc_train: 0.8143 loss_val: 0.7120 acc_val: 0.8167 time: 0.6423s
Epoch: 0298 loss_train: 0.7085 acc_train: 0.7929 loss_val: 0.7109 acc_val: 0.8133 time: 0.7031s
Epoch: 0299 loss_train: 0.6691 acc_train: 0.8429 loss_val: 0.7099 acc_val: 0.8133 time: 0.7801s
Epoch: 0300 loss_train: 0.7269 acc_train: 0.7857 loss_val: 0.7089 acc_val: 0.8133 time: 0.7570s
Epoch: 0301 loss_train: 0.6233 acc_train: 0.8357 loss_val: 0.7079 acc_val: 0.8200 time: 0.6718s
Epoch: 0302 loss_train: 0.6978 acc_train: 0.8000 loss_val: 0.7070 acc_val: 0.8200 time: 0.6559s
Epoch: 0303 loss_train: 0.6529 acc_train: 0.7857 loss_val: 0.7062 acc_val: 0.8200 time: 0.7240s
Epoch: 0304 loss_train: 0.6509 acc_train: 0.8214 loss_val: 0.7055 acc_val: 0.8200 time: 0.6902s
Epoch: 0305 loss_train: 0.6320 acc_train: 0.8286 loss_val: 0.7046 acc_val: 0.8200 time: 0.6632s
Epoch: 0306 loss_train: 0.7216 acc_train: 0.7929 loss_val: 0.7038 acc_val: 0.8200 time: 0.7078s
Epoch: 0307 loss_train: 0.6627 acc_train: 0.8000 loss_val: 0.7032 acc_val: 0.8200 time: 0.7521s
Epoch: 0308 loss_train: 0.6405 acc_train: 0.8143 loss_val: 0.7025 acc_val: 0.8200 time: 0.6835s
Epoch: 0309 loss_train: 0.6547 acc_train: 0.8500 loss_val: 0.7020 acc_val: 0.8200 time: 0.7189s
Epoch: 0310 loss_train: 0.7086 acc_train: 0.7786 loss_val: 0.7016 acc_val: 0.8200 time: 0.7534s
Epoch: 0311 loss_train: 0.6980 acc_train: 0.7643 loss_val: 0.7014 acc_val: 0.8200 time: 0.6741s
Epoch: 0312 loss_train: 0.6323 acc_train: 0.8429 loss_val: 0.7013 acc_val: 0.8200 time: 0.6997s
Epoch: 0313 loss_train: 0.6484 acc_train: 0.8357 loss_val: 0.7015 acc_val: 0.8233 time: 0.7071s
Epoch: 0314 loss_train: 0.7648 acc_train: 0.7857 loss_val: 0.7017 acc_val: 0.8233 time: 0.6730s
Epoch: 0315 loss_train: 0.5478 acc_train: 0.8714 loss_val: 0.7019 acc_val: 0.8233 time: 0.7352s
Epoch: 0316 loss_train: 0.6428 acc_train: 0.8071 loss_val: 0.7023 acc_val: 0.8233 time: 0.6605s
Epoch: 0317 loss_train: 0.6506 acc_train: 0.8071 loss_val: 0.7028 acc_val: 0.8233 time: 0.6665s
Epoch: 0318 loss_train: 0.6218 acc_train: 0.8286 loss_val: 0.7034 acc_val: 0.8233 time: 0.7455s
Epoch: 0319 loss_train: 0.7482 acc_train: 0.8071 loss_val: 0.7042 acc_val: 0.8267 time: 0.7629s
Epoch: 0320 loss_train: 0.6627 acc_train: 0.8000 loss_val: 0.7050 acc_val: 0.8267 time: 0.6416s
Epoch: 0321 loss_train: 0.7107 acc_train: 0.7857 loss_val: 0.7059 acc_val: 0.8267 time: 0.6349s
Epoch: 0322 loss_train: 0.6487 acc_train: 0.8143 loss_val: 0.7067 acc_val: 0.8267 time: 0.9451s
Epoch: 0323 loss_train: 0.5935 acc_train: 0.8214 loss_val: 0.7076 acc_val: 0.8267 time: 0.9172s
Epoch: 0324 loss_train: 0.6831 acc_train: 0.8143 loss_val: 0.7086 acc_val: 0.8233 time: 0.8345s
Epoch: 0325 loss_train: 0.6369 acc_train: 0.8429 loss_val: 0.7094 acc_val: 0.8233 time: 0.8765s
Epoch: 0326 loss_train: 0.6656 acc_train: 0.8143 loss_val: 0.7103 acc_val: 0.8233 time: 0.7864s
Epoch: 0327 loss_train: 0.6560 acc_train: 0.8000 loss_val: 0.7106 acc_val: 0.8233 time: 1.3138s
Epoch: 0328 loss_train: 0.6302 acc_train: 0.8214 loss_val: 0.7109 acc_val: 0.8233 time: 1.3460s
Epoch: 0329 loss_train: 0.5605 acc_train: 0.8357 loss_val: 0.7109 acc_val: 0.8233 time: 1.1845s
Epoch: 0330 loss_train: 0.6738 acc_train: 0.7786 loss_val: 0.7107 acc_val: 0.8233 time: 1.7578s
Epoch: 0331 loss_train: 0.7359 acc_train: 0.8000 loss_val: 0.7110 acc_val: 0.8267 time: 1.2444s
Epoch: 0332 loss_train: 0.7103 acc_train: 0.7500 loss_val: 0.7109 acc_val: 0.8267 time: 1.1122s
Epoch: 0333 loss_train: 0.5529 acc_train: 0.8571 loss_val: 0.7108 acc_val: 0.8267 time: 1.4611s
Epoch: 0334 loss_train: 0.6958 acc_train: 0.7643 loss_val: 0.7108 acc_val: 0.8267 time: 1.2010s
Epoch: 0335 loss_train: 0.7561 acc_train: 0.7929 loss_val: 0.7106 acc_val: 0.8267 time: 1.1992s
Epoch: 0336 loss_train: 0.7420 acc_train: 0.8000 loss_val: 0.7104 acc_val: 0.8267 time: 1.1784s
Epoch: 0337 loss_train: 0.6567 acc_train: 0.8500 loss_val: 0.7102 acc_val: 0.8267 time: 1.2810s
Epoch: 0338 loss_train: 0.8092 acc_train: 0.7429 loss_val: 0.7098 acc_val: 0.8267 time: 1.4886s
Epoch: 0339 loss_train: 0.6373 acc_train: 0.8214 loss_val: 0.7090 acc_val: 0.8233 time: 1.1907s
Epoch: 0340 loss_train: 0.7679 acc_train: 0.7643 loss_val: 0.7082 acc_val: 0.8233 time: 1.9636s
Epoch: 0341 loss_train: 0.7069 acc_train: 0.8000 loss_val: 0.7076 acc_val: 0.8233 time: 4.8605s
Epoch: 0342 loss_train: 0.7424 acc_train: 0.7786 loss_val: 0.7070 acc_val: 0.8233 time: 1.6227s
Epoch: 0343 loss_train: 0.6903 acc_train: 0.8071 loss_val: 0.7066 acc_val: 0.8233 time: 0.7665s
Epoch: 0344 loss_train: 0.6450 acc_train: 0.8143 loss_val: 0.7061 acc_val: 0.8233 time: 0.7444s
Epoch: 0345 loss_train: 0.7777 acc_train: 0.7929 loss_val: 0.7057 acc_val: 0.8200 time: 0.7765s
Epoch: 0346 loss_train: 0.6721 acc_train: 0.7929 loss_val: 0.7056 acc_val: 0.8167 time: 0.7286s
Epoch: 0347 loss_train: 0.6956 acc_train: 0.8214 loss_val: 0.7056 acc_val: 0.8167 time: 0.7074s
Epoch: 0348 loss_train: 0.7194 acc_train: 0.7786 loss_val: 0.7057 acc_val: 0.8200 time: 0.6535s
Epoch: 0349 loss_train: 0.5944 acc_train: 0.8429 loss_val: 0.7051 acc_val: 0.8200 time: 0.8071s
Epoch: 0350 loss_train: 0.5826 acc_train: 0.8286 loss_val: 0.7046 acc_val: 0.8200 time: 0.7537s
Epoch: 0351 loss_train: 0.7167 acc_train: 0.7500 loss_val: 0.7043 acc_val: 0.8233 time: 0.6426s
Epoch: 0352 loss_train: 0.6900 acc_train: 0.8143 loss_val: 0.7040 acc_val: 0.8233 time: 0.6391s
Epoch: 0353 loss_train: 0.7512 acc_train: 0.7786 loss_val: 0.7041 acc_val: 0.8233 time: 0.7659s
Epoch: 0354 loss_train: 0.7336 acc_train: 0.7714 loss_val: 0.7041 acc_val: 0.8233 time: 0.7836s
Epoch: 0355 loss_train: 0.5592 acc_train: 0.8786 loss_val: 0.7042 acc_val: 0.8233 time: 0.6910s
Epoch: 0356 loss_train: 0.6526 acc_train: 0.8429 loss_val: 0.7042 acc_val: 0.8233 time: 0.7345s
Epoch: 0357 loss_train: 0.5917 acc_train: 0.8143 loss_val: 0.7040 acc_val: 0.8233 time: 0.7672s
Epoch: 0358 loss_train: 0.6995 acc_train: 0.8071 loss_val: 0.7041 acc_val: 0.8233 time: 0.8347s
Epoch: 0359 loss_train: 0.6124 acc_train: 0.8429 loss_val: 0.7043 acc_val: 0.8267 time: 0.7641s
Epoch: 0360 loss_train: 0.6600 acc_train: 0.8000 loss_val: 0.7041 acc_val: 0.8267 time: 0.6451s
Epoch: 0361 loss_train: 0.6140 acc_train: 0.8214 loss_val: 0.7037 acc_val: 0.8267 time: 0.6580s
Epoch: 0362 loss_train: 0.6239 acc_train: 0.8429 loss_val: 0.7032 acc_val: 0.8267 time: 0.7261s
Epoch: 0363 loss_train: 0.7008 acc_train: 0.7714 loss_val: 0.7028 acc_val: 0.8267 time: 0.9756s
Epoch: 0364 loss_train: 0.6583 acc_train: 0.8071 loss_val: 0.7024 acc_val: 0.8267 time: 0.6819s
Epoch: 0365 loss_train: 0.7124 acc_train: 0.8000 loss_val: 0.7023 acc_val: 0.8267 time: 0.6367s
Epoch: 0366 loss_train: 0.5378 acc_train: 0.8929 loss_val: 0.7022 acc_val: 0.8267 time: 0.6963s
Epoch: 0367 loss_train: 0.5489 acc_train: 0.8929 loss_val: 0.7022 acc_val: 0.8267 time: 0.8716s
Epoch: 0368 loss_train: 0.6137 acc_train: 0.8143 loss_val: 0.7024 acc_val: 0.8267 time: 1.0232s
Epoch: 0369 loss_train: 0.6628 acc_train: 0.7786 loss_val: 0.7028 acc_val: 0.8267 time: 0.7743s
Epoch: 0370 loss_train: 0.4723 acc_train: 0.8714 loss_val: 0.7032 acc_val: 0.8233 time: 0.6650s
Epoch: 0371 loss_train: 0.6583 acc_train: 0.8143 loss_val: 0.7036 acc_val: 0.8233 time: 0.6836s
Epoch: 0372 loss_train: 0.6001 acc_train: 0.8500 loss_val: 0.7038 acc_val: 0.8267 time: 0.8788s
Epoch: 0373 loss_train: 0.6329 acc_train: 0.8214 loss_val: 0.7040 acc_val: 0.8233 time: 0.7761s
Epoch: 0374 loss_train: 0.5724 acc_train: 0.8429 loss_val: 0.7038 acc_val: 0.8233 time: 0.7649s
Epoch: 0375 loss_train: 0.6900 acc_train: 0.7714 loss_val: 0.7033 acc_val: 0.8233 time: 0.7434s
Epoch: 0376 loss_train: 0.5620 acc_train: 0.8643 loss_val: 0.7028 acc_val: 0.8233 time: 0.6976s
Epoch: 0377 loss_train: 0.7110 acc_train: 0.7857 loss_val: 0.7025 acc_val: 0.8200 time: 0.8561s
Epoch: 0378 loss_train: 0.6804 acc_train: 0.8286 loss_val: 0.7021 acc_val: 0.8200 time: 0.8151s
Epoch: 0379 loss_train: 0.6621 acc_train: 0.8429 loss_val: 0.7017 acc_val: 0.8200 time: 1.1185s
Epoch: 0380 loss_train: 0.6461 acc_train: 0.8429 loss_val: 0.7012 acc_val: 0.8200 time: 1.1436s
Epoch: 0381 loss_train: 0.6817 acc_train: 0.8214 loss_val: 0.7009 acc_val: 0.8200 time: 1.3489s
Epoch: 0382 loss_train: 0.7868 acc_train: 0.7714 loss_val: 0.7005 acc_val: 0.8200 time: 1.5510s
Epoch: 0383 loss_train: 0.6103 acc_train: 0.8357 loss_val: 0.7000 acc_val: 0.8167 time: 1.3648s
Epoch: 0384 loss_train: 0.7018 acc_train: 0.7571 loss_val: 0.6995 acc_val: 0.8167 time: 0.8808s
Epoch: 0385 loss_train: 0.6784 acc_train: 0.8071 loss_val: 0.6991 acc_val: 0.8167 time: 1.3909s
Epoch: 0386 loss_train: 0.6808 acc_train: 0.8286 loss_val: 0.6986 acc_val: 0.8167 time: 1.0210s
Epoch: 0387 loss_train: 0.7415 acc_train: 0.8071 loss_val: 0.6981 acc_val: 0.8167 time: 0.9334s
Epoch: 0388 loss_train: 0.6927 acc_train: 0.7714 loss_val: 0.6976 acc_val: 0.8167 time: 1.0068s
Epoch: 0389 loss_train: 0.6840 acc_train: 0.8000 loss_val: 0.6974 acc_val: 0.8167 time: 1.2393s
Epoch: 0390 loss_train: 0.6742 acc_train: 0.8071 loss_val: 0.6968 acc_val: 0.8167 time: 1.2404s
Epoch: 0391 loss_train: 0.5951 acc_train: 0.8643 loss_val: 0.6963 acc_val: 0.8200 time: 1.1924s
Epoch: 0392 loss_train: 0.5613 acc_train: 0.8571 loss_val: 0.6958 acc_val: 0.8200 time: 1.4228s
Epoch: 0393 loss_train: 0.6967 acc_train: 0.8000 loss_val: 0.6954 acc_val: 0.8200 time: 1.8703s
Epoch: 0394 loss_train: 0.6488 acc_train: 0.8143 loss_val: 0.6952 acc_val: 0.8200 time: 1.9621s
Epoch: 0395 loss_train: 0.7104 acc_train: 0.8000 loss_val: 0.6951 acc_val: 0.8200 time: 1.8103s
Epoch: 0396 loss_train: 0.6410 acc_train: 0.8214 loss_val: 0.6949 acc_val: 0.8200 time: 0.9602s
Epoch: 0397 loss_train: 0.6063 acc_train: 0.8286 loss_val: 0.6947 acc_val: 0.8200 time: 0.8360s
Epoch: 0398 loss_train: 0.6188 acc_train: 0.8357 loss_val: 0.6945 acc_val: 0.8200 time: 0.6848s
Epoch: 0399 loss_train: 0.6733 acc_train: 0.8214 loss_val: 0.6944 acc_val: 0.8200 time: 0.6776s
Epoch: 0400 loss_train: 0.7139 acc_train: 0.7857 loss_val: 0.6945 acc_val: 0.8200 time: 0.7715s
Epoch: 0401 loss_train: 0.7180 acc_train: 0.7786 loss_val: 0.6945 acc_val: 0.8200 time: 0.6957s
Epoch: 0402 loss_train: 0.6879 acc_train: 0.8000 loss_val: 0.6941 acc_val: 0.8200 time: 1.9217s
Epoch: 0403 loss_train: 0.6256 acc_train: 0.8286 loss_val: 0.6939 acc_val: 0.8200 time: 1.0785s
Epoch: 0404 loss_train: 0.7226 acc_train: 0.7929 loss_val: 0.6936 acc_val: 0.8200 time: 1.2246s
Epoch: 0405 loss_train: 0.6032 acc_train: 0.8357 loss_val: 0.6933 acc_val: 0.8200 time: 1.0064s
Epoch: 0406 loss_train: 0.6534 acc_train: 0.8000 loss_val: 0.6930 acc_val: 0.8233 time: 1.0423s
Epoch: 0407 loss_train: 0.6316 acc_train: 0.8143 loss_val: 0.6928 acc_val: 0.8200 time: 1.0247s
Epoch: 0408 loss_train: 0.5848 acc_train: 0.8643 loss_val: 0.6924 acc_val: 0.8200 time: 1.1418s
Epoch: 0409 loss_train: 0.7447 acc_train: 0.7714 loss_val: 0.6917 acc_val: 0.8200 time: 1.0682s
Epoch: 0410 loss_train: 0.6651 acc_train: 0.7857 loss_val: 0.6911 acc_val: 0.8200 time: 0.9835s
Epoch: 0411 loss_train: 0.6423 acc_train: 0.8357 loss_val: 0.6906 acc_val: 0.8200 time: 1.0174s
Epoch: 0412 loss_train: 0.6803 acc_train: 0.8286 loss_val: 0.6899 acc_val: 0.8200 time: 0.9378s
Epoch: 0413 loss_train: 0.6973 acc_train: 0.8000 loss_val: 0.6893 acc_val: 0.8200 time: 0.8762s
Epoch: 0414 loss_train: 0.5592 acc_train: 0.8286 loss_val: 0.6888 acc_val: 0.8167 time: 0.9860s
Epoch: 0415 loss_train: 0.6388 acc_train: 0.8000 loss_val: 0.6881 acc_val: 0.8167 time: 1.1433s
Epoch: 0416 loss_train: 0.6735 acc_train: 0.8500 loss_val: 0.6876 acc_val: 0.8167 time: 0.7871s
Epoch: 0417 loss_train: 0.6437 acc_train: 0.8357 loss_val: 0.6868 acc_val: 0.8167 time: 0.6513s
Epoch: 0418 loss_train: 0.7135 acc_train: 0.7857 loss_val: 0.6863 acc_val: 0.8167 time: 0.8972s
Epoch: 0419 loss_train: 0.6870 acc_train: 0.8000 loss_val: 0.6856 acc_val: 0.8167 time: 0.9761s
Epoch: 0420 loss_train: 0.5247 acc_train: 0.8786 loss_val: 0.6851 acc_val: 0.8167 time: 1.0571s
Epoch: 0421 loss_train: 0.6111 acc_train: 0.8357 loss_val: 0.6842 acc_val: 0.8167 time: 0.9555s
Epoch: 0422 loss_train: 0.6536 acc_train: 0.7857 loss_val: 0.6832 acc_val: 0.8167 time: 0.6930s
Epoch: 0423 loss_train: 0.5988 acc_train: 0.8429 loss_val: 0.6824 acc_val: 0.8133 time: 0.8768s
Epoch: 0424 loss_train: 0.5913 acc_train: 0.8357 loss_val: 0.6817 acc_val: 0.8133 time: 0.9029s
Epoch: 0425 loss_train: 0.6959 acc_train: 0.7786 loss_val: 0.6810 acc_val: 0.8133 time: 1.3880s
Epoch: 0426 loss_train: 0.6678 acc_train: 0.8071 loss_val: 0.6809 acc_val: 0.8133 time: 1.0697s
Epoch: 0427 loss_train: 0.6623 acc_train: 0.7929 loss_val: 0.6807 acc_val: 0.8133 time: 1.1459s
Epoch: 0428 loss_train: 0.6205 acc_train: 0.8286 loss_val: 0.6805 acc_val: 0.8167 time: 1.2056s
Epoch: 0429 loss_train: 0.6966 acc_train: 0.7571 loss_val: 0.6804 acc_val: 0.8167 time: 1.3412s
Epoch: 0430 loss_train: 0.5515 acc_train: 0.8643 loss_val: 0.6803 acc_val: 0.8167 time: 1.3736s
Epoch: 0431 loss_train: 0.5735 acc_train: 0.8357 loss_val: 0.6803 acc_val: 0.8167 time: 1.7036s
Epoch: 0432 loss_train: 0.6518 acc_train: 0.8571 loss_val: 0.6800 acc_val: 0.8167 time: 1.6271s
Epoch: 0433 loss_train: 0.6986 acc_train: 0.7929 loss_val: 0.6800 acc_val: 0.8167 time: 1.4732s
Epoch: 0434 loss_train: 0.6646 acc_train: 0.8000 loss_val: 0.6800 acc_val: 0.8167 time: 2.4374s
Epoch: 0435 loss_train: 0.6596 acc_train: 0.8214 loss_val: 0.6799 acc_val: 0.8200 time: 0.7022s
Epoch: 0436 loss_train: 0.6789 acc_train: 0.7714 loss_val: 0.6796 acc_val: 0.8200 time: 0.6239s
Epoch: 0437 loss_train: 0.6427 acc_train: 0.8071 loss_val: 0.6796 acc_val: 0.8200 time: 0.6516s
Epoch: 0438 loss_train: 0.6557 acc_train: 0.8214 loss_val: 0.6794 acc_val: 0.8200 time: 0.6694s
Epoch: 0439 loss_train: 0.5853 acc_train: 0.8429 loss_val: 0.6792 acc_val: 0.8200 time: 0.6635s
Epoch: 0440 loss_train: 0.6561 acc_train: 0.8286 loss_val: 0.6792 acc_val: 0.8200 time: 0.7178s
Epoch: 0441 loss_train: 0.6145 acc_train: 0.8071 loss_val: 0.6792 acc_val: 0.8200 time: 0.7309s
Epoch: 0442 loss_train: 0.6425 acc_train: 0.8071 loss_val: 0.6795 acc_val: 0.8200 time: 0.7611s
Epoch: 0443 loss_train: 0.6696 acc_train: 0.7857 loss_val: 0.6794 acc_val: 0.8200 time: 0.7427s
Epoch: 0444 loss_train: 0.6567 acc_train: 0.8000 loss_val: 0.6792 acc_val: 0.8200 time: 0.7065s
Epoch: 0445 loss_train: 0.7223 acc_train: 0.7500 loss_val: 0.6788 acc_val: 0.8200 time: 0.6810s
Epoch: 0446 loss_train: 0.6328 acc_train: 0.8071 loss_val: 0.6781 acc_val: 0.8200 time: 0.7040s
Epoch: 0447 loss_train: 0.5835 acc_train: 0.8214 loss_val: 0.6776 acc_val: 0.8233 time: 0.9502s
Epoch: 0448 loss_train: 0.6552 acc_train: 0.8143 loss_val: 0.6774 acc_val: 0.8200 time: 1.1671s
Epoch: 0449 loss_train: 0.5518 acc_train: 0.8714 loss_val: 0.6770 acc_val: 0.8200 time: 0.9072s
Epoch: 0450 loss_train: 0.5262 acc_train: 0.8500 loss_val: 0.6764 acc_val: 0.8200 time: 0.7032s
Epoch: 0451 loss_train: 0.5936 acc_train: 0.8286 loss_val: 0.6762 acc_val: 0.8200 time: 0.8364s
Epoch: 0452 loss_train: 0.5696 acc_train: 0.8500 loss_val: 0.6760 acc_val: 0.8200 time: 0.9900s
Epoch: 0453 loss_train: 0.5765 acc_train: 0.8714 loss_val: 0.6757 acc_val: 0.8200 time: 0.7200s
Epoch: 0454 loss_train: 0.6153 acc_train: 0.8429 loss_val: 0.6755 acc_val: 0.8200 time: 0.6638s
Epoch: 0455 loss_train: 0.5855 acc_train: 0.8143 loss_val: 0.6753 acc_val: 0.8200 time: 0.8556s
Epoch: 0456 loss_train: 0.6570 acc_train: 0.8000 loss_val: 0.6750 acc_val: 0.8200 time: 0.8540s
Epoch: 0457 loss_train: 0.6077 acc_train: 0.8143 loss_val: 0.6747 acc_val: 0.8200 time: 0.7410s
Epoch: 0458 loss_train: 0.6397 acc_train: 0.8357 loss_val: 0.6745 acc_val: 0.8200 time: 0.6717s
Epoch: 0459 loss_train: 0.5691 acc_train: 0.8357 loss_val: 0.6746 acc_val: 0.8233 time: 0.6884s
Epoch: 0460 loss_train: 0.6255 acc_train: 0.8000 loss_val: 0.6745 acc_val: 0.8233 time: 0.6649s
Epoch: 0461 loss_train: 0.6361 acc_train: 0.8143 loss_val: 0.6745 acc_val: 0.8233 time: 0.8316s
Epoch: 0462 loss_train: 0.6379 acc_train: 0.8000 loss_val: 0.6744 acc_val: 0.8233 time: 0.7890s
Epoch: 0463 loss_train: 0.5471 acc_train: 0.8571 loss_val: 0.6744 acc_val: 0.8233 time: 0.7026s
Epoch: 0464 loss_train: 0.6493 acc_train: 0.7929 loss_val: 0.6746 acc_val: 0.8200 time: 3.0774s
Epoch: 0465 loss_train: 0.6188 acc_train: 0.8357 loss_val: 0.6748 acc_val: 0.8200 time: 1.1362s
Epoch: 0466 loss_train: 0.6395 acc_train: 0.8000 loss_val: 0.6752 acc_val: 0.8167 time: 0.7045s
Epoch: 0467 loss_train: 0.6002 acc_train: 0.8143 loss_val: 0.6759 acc_val: 0.8200 time: 0.9600s
Epoch: 0468 loss_train: 0.7044 acc_train: 0.7571 loss_val: 0.6765 acc_val: 0.8167 time: 1.1899s
Epoch: 0469 loss_train: 0.6096 acc_train: 0.8429 loss_val: 0.6773 acc_val: 0.8167 time: 1.5930s
Epoch: 0470 loss_train: 0.6593 acc_train: 0.8000 loss_val: 0.6781 acc_val: 0.8167 time: 1.2514s
Epoch: 0471 loss_train: 0.5965 acc_train: 0.7857 loss_val: 0.6791 acc_val: 0.8167 time: 1.6891s
Epoch: 0472 loss_train: 0.6241 acc_train: 0.8000 loss_val: 0.6802 acc_val: 0.8167 time: 1.2624s
Epoch: 0473 loss_train: 0.6352 acc_train: 0.7714 loss_val: 0.6812 acc_val: 0.8167 time: 1.6507s
Epoch: 0474 loss_train: 0.6261 acc_train: 0.8143 loss_val: 0.6823 acc_val: 0.8167 time: 1.2978s
Epoch: 0475 loss_train: 0.6714 acc_train: 0.8000 loss_val: 0.6831 acc_val: 0.8167 time: 1.6278s
Epoch: 0476 loss_train: 0.5813 acc_train: 0.7857 loss_val: 0.6837 acc_val: 0.8100 time: 1.2677s
Epoch: 0477 loss_train: 0.6277 acc_train: 0.7857 loss_val: 0.6843 acc_val: 0.8100 time: 1.1796s
Epoch: 0478 loss_train: 0.6634 acc_train: 0.8143 loss_val: 0.6843 acc_val: 0.8100 time: 1.2031s
Epoch: 0479 loss_train: 0.6755 acc_train: 0.8071 loss_val: 0.6845 acc_val: 0.8100 time: 1.2018s
Epoch: 0480 loss_train: 0.7654 acc_train: 0.7714 loss_val: 0.6849 acc_val: 0.8100 time: 1.1520s
Epoch: 0481 loss_train: 0.5781 acc_train: 0.8429 loss_val: 0.6850 acc_val: 0.8167 time: 1.3883s
Epoch: 0482 loss_train: 0.6426 acc_train: 0.8143 loss_val: 0.6852 acc_val: 0.8167 time: 1.8399s
Epoch: 0483 loss_train: 0.7086 acc_train: 0.7857 loss_val: 0.6855 acc_val: 0.8167 time: 2.3596s
Epoch: 0484 loss_train: 0.5968 acc_train: 0.8214 loss_val: 0.6857 acc_val: 0.8167 time: 1.2369s
Epoch: 0485 loss_train: 0.6593 acc_train: 0.8214 loss_val: 0.6857 acc_val: 0.8200 time: 0.6478s
Epoch: 0486 loss_train: 0.6816 acc_train: 0.7500 loss_val: 0.6854 acc_val: 0.8200 time: 0.6977s
Epoch: 0487 loss_train: 0.6604 acc_train: 0.8071 loss_val: 0.6854 acc_val: 0.8200 time: 0.7008s
Epoch: 0488 loss_train: 0.6429 acc_train: 0.8214 loss_val: 0.6858 acc_val: 0.8200 time: 0.6800s
Epoch: 0489 loss_train: 0.6082 acc_train: 0.8286 loss_val: 0.6865 acc_val: 0.8133 time: 0.7448s
Epoch: 0490 loss_train: 0.6962 acc_train: 0.7786 loss_val: 0.6866 acc_val: 0.8133 time: 0.7398s
Epoch: 0491 loss_train: 0.5959 acc_train: 0.8500 loss_val: 0.6865 acc_val: 0.8133 time: 0.6701s
Epoch: 0492 loss_train: 0.6594 acc_train: 0.8357 loss_val: 0.6860 acc_val: 0.8133 time: 0.8935s
Epoch: 0493 loss_train: 0.6483 acc_train: 0.8214 loss_val: 0.6853 acc_val: 0.8133 time: 0.8023s
Epoch: 0494 loss_train: 0.5213 acc_train: 0.8643 loss_val: 0.6847 acc_val: 0.8133 time: 0.8123s
Epoch: 0495 loss_train: 0.6049 acc_train: 0.8429 loss_val: 0.6838 acc_val: 0.8133 time: 0.8050s
Epoch: 0496 loss_train: 0.5998 acc_train: 0.8286 loss_val: 0.6829 acc_val: 0.8133 time: 0.7612s
Epoch: 0497 loss_train: 0.5668 acc_train: 0.8214 loss_val: 0.6820 acc_val: 0.8133 time: 0.7106s
Epoch: 0498 loss_train: 0.5327 acc_train: 0.8643 loss_val: 0.6807 acc_val: 0.8133 time: 0.6130s
Epoch: 0499 loss_train: 0.6477 acc_train: 0.7857 loss_val: 0.6792 acc_val: 0.8133 time: 0.6382s
Epoch: 0500 loss_train: 0.6861 acc_train: 0.8071 loss_val: 0.6779 acc_val: 0.8100 time: 0.6795s
Epoch: 0501 loss_train: 0.4983 acc_train: 0.8643 loss_val: 0.6767 acc_val: 0.8067 time: 0.6700s
Epoch: 0502 loss_train: 0.5951 acc_train: 0.8286 loss_val: 0.6753 acc_val: 0.8100 time: 0.6547s
Epoch: 0503 loss_train: 0.5501 acc_train: 0.8357 loss_val: 0.6740 acc_val: 0.8100 time: 0.7729s
Epoch: 0504 loss_train: 0.5789 acc_train: 0.8571 loss_val: 0.6726 acc_val: 0.8100 time: 0.7348s
Epoch: 0505 loss_train: 0.6201 acc_train: 0.8357 loss_val: 0.6711 acc_val: 0.8100 time: 0.6559s
Epoch: 0506 loss_train: 0.6343 acc_train: 0.8357 loss_val: 0.6696 acc_val: 0.8133 time: 0.6473s
Epoch: 0507 loss_train: 0.7209 acc_train: 0.7857 loss_val: 0.6686 acc_val: 0.8133 time: 0.7618s
Epoch: 0508 loss_train: 0.6096 acc_train: 0.8357 loss_val: 0.6677 acc_val: 0.8133 time: 0.8177s
Epoch: 0509 loss_train: 0.5561 acc_train: 0.8286 loss_val: 0.6671 acc_val: 0.8133 time: 0.9213s
Epoch: 0510 loss_train: 0.6278 acc_train: 0.8286 loss_val: 0.6664 acc_val: 0.8100 time: 1.1906s
Epoch: 0511 loss_train: 0.6132 acc_train: 0.8214 loss_val: 0.6661 acc_val: 0.8133 time: 0.9748s
Epoch: 0512 loss_train: 0.5380 acc_train: 0.8357 loss_val: 0.6656 acc_val: 0.8133 time: 0.6928s
Epoch: 0513 loss_train: 0.5508 acc_train: 0.8786 loss_val: 0.6651 acc_val: 0.8133 time: 0.7431s
Epoch: 0514 loss_train: 0.5582 acc_train: 0.8357 loss_val: 0.6645 acc_val: 0.8133 time: 0.7200s
Epoch: 0515 loss_train: 0.6117 acc_train: 0.7929 loss_val: 0.6638 acc_val: 0.8133 time: 0.7569s
Epoch: 0516 loss_train: 0.7048 acc_train: 0.7429 loss_val: 0.6633 acc_val: 0.8133 time: 0.8093s
Epoch: 0517 loss_train: 0.5519 acc_train: 0.8214 loss_val: 0.6628 acc_val: 0.8133 time: 0.6878s
Epoch: 0518 loss_train: 0.5742 acc_train: 0.8357 loss_val: 0.6622 acc_val: 0.8133 time: 0.6550s
Epoch: 0519 loss_train: 0.6659 acc_train: 0.7786 loss_val: 0.6616 acc_val: 0.8133 time: 0.6635s
Epoch: 0520 loss_train: 0.6743 acc_train: 0.8000 loss_val: 0.6614 acc_val: 0.8100 time: 0.8240s
Epoch: 0521 loss_train: 0.6144 acc_train: 0.8357 loss_val: 0.6614 acc_val: 0.8133 time: 0.9097s
Epoch: 0522 loss_train: 0.5985 acc_train: 0.8143 loss_val: 0.6612 acc_val: 0.8133 time: 0.9959s
Epoch: 0523 loss_train: 0.6189 acc_train: 0.8214 loss_val: 0.6610 acc_val: 0.8133 time: 1.7136s
Epoch: 0524 loss_train: 0.6208 acc_train: 0.8000 loss_val: 0.6608 acc_val: 0.8167 time: 1.7061s
Epoch: 0525 loss_train: 0.7027 acc_train: 0.7929 loss_val: 0.6609 acc_val: 0.8167 time: 0.9179s
Epoch: 0526 loss_train: 0.6347 acc_train: 0.8143 loss_val: 0.6610 acc_val: 0.8167 time: 1.4459s
Epoch: 0527 loss_train: 0.6670 acc_train: 0.8000 loss_val: 0.6612 acc_val: 0.8167 time: 1.3251s
Epoch: 0528 loss_train: 0.6654 acc_train: 0.8000 loss_val: 0.6612 acc_val: 0.8200 time: 1.0414s
Epoch: 0529 loss_train: 0.6903 acc_train: 0.7643 loss_val: 0.6617 acc_val: 0.8200 time: 0.9794s
Epoch: 0530 loss_train: 0.6281 acc_train: 0.7929 loss_val: 0.6618 acc_val: 0.8200 time: 1.7019s
Epoch: 0531 loss_train: 0.6594 acc_train: 0.7929 loss_val: 0.6619 acc_val: 0.8200 time: 1.3407s
Epoch: 0532 loss_train: 0.5708 acc_train: 0.8429 loss_val: 0.6619 acc_val: 0.8200 time: 1.2792s
Epoch: 0533 loss_train: 0.6778 acc_train: 0.7929 loss_val: 0.6620 acc_val: 0.8200 time: 1.4934s
Epoch: 0534 loss_train: 0.7086 acc_train: 0.7643 loss_val: 0.6624 acc_val: 0.8200 time: 1.2621s
Epoch: 0535 loss_train: 0.6784 acc_train: 0.7929 loss_val: 0.6629 acc_val: 0.8200 time: 0.8743s
Epoch: 0536 loss_train: 0.5517 acc_train: 0.8500 loss_val: 0.6634 acc_val: 0.8200 time: 0.9918s
Epoch: 0537 loss_train: 0.6238 acc_train: 0.8286 loss_val: 0.6642 acc_val: 0.8200 time: 1.3268s
Epoch: 0538 loss_train: 0.5734 acc_train: 0.8357 loss_val: 0.6650 acc_val: 0.8200 time: 1.1303s
Epoch: 0539 loss_train: 0.6400 acc_train: 0.8429 loss_val: 0.6656 acc_val: 0.8233 time: 1.1720s
Epoch: 0540 loss_train: 0.6607 acc_train: 0.7929 loss_val: 0.6663 acc_val: 0.8233 time: 1.1922s
Epoch: 0541 loss_train: 0.6242 acc_train: 0.8143 loss_val: 0.6669 acc_val: 0.8233 time: 1.1472s
Epoch: 0542 loss_train: 0.6182 acc_train: 0.8071 loss_val: 0.6674 acc_val: 0.8233 time: 1.4248s
Epoch: 0543 loss_train: 0.6325 acc_train: 0.7929 loss_val: 0.6680 acc_val: 0.8233 time: 1.7567s
Epoch: 0544 loss_train: 0.5188 acc_train: 0.8429 loss_val: 0.6688 acc_val: 0.8233 time: 1.9903s
Epoch: 0545 loss_train: 0.6816 acc_train: 0.7500 loss_val: 0.6698 acc_val: 0.8233 time: 2.2607s
Epoch: 0546 loss_train: 0.4467 acc_train: 0.8929 loss_val: 0.6707 acc_val: 0.8267 time: 1.2702s
Epoch: 0547 loss_train: 0.6477 acc_train: 0.7643 loss_val: 0.6719 acc_val: 0.8200 time: 0.9302s
Epoch: 0548 loss_train: 0.5230 acc_train: 0.8643 loss_val: 0.6730 acc_val: 0.8167 time: 0.7430s
Epoch: 0549 loss_train: 0.5759 acc_train: 0.8571 loss_val: 0.6737 acc_val: 0.8167 time: 0.6615s
Epoch: 0550 loss_train: 0.6728 acc_train: 0.8143 loss_val: 0.6743 acc_val: 0.8200 time: 0.6695s
Epoch: 0551 loss_train: 0.6333 acc_train: 0.8071 loss_val: 0.6747 acc_val: 0.8167 time: 0.8715s
Epoch: 0552 loss_train: 0.6613 acc_train: 0.8143 loss_val: 0.6748 acc_val: 0.8167 time: 1.2066s
Epoch: 0553 loss_train: 0.6441 acc_train: 0.7857 loss_val: 0.6749 acc_val: 0.8133 time: 1.0370s
Epoch: 0554 loss_train: 0.6250 acc_train: 0.8000 loss_val: 0.6750 acc_val: 0.8133 time: 0.7989s
Epoch: 0555 loss_train: 0.6169 acc_train: 0.8214 loss_val: 0.6747 acc_val: 0.8100 time: 0.7922s
Epoch: 0556 loss_train: 0.6028 acc_train: 0.8143 loss_val: 0.6743 acc_val: 0.8100 time: 0.9209s
Epoch: 0557 loss_train: 0.7626 acc_train: 0.7286 loss_val: 0.6740 acc_val: 0.8067 time: 0.7563s
Epoch: 0558 loss_train: 0.5863 acc_train: 0.8357 loss_val: 0.6739 acc_val: 0.8067 time: 0.7877s
Epoch: 0559 loss_train: 0.5195 acc_train: 0.8429 loss_val: 0.6738 acc_val: 0.8100 time: 0.7738s
Epoch: 0560 loss_train: 0.5552 acc_train: 0.8714 loss_val: 0.6734 acc_val: 0.8100 time: 0.7209s
Epoch: 0561 loss_train: 0.5781 acc_train: 0.8357 loss_val: 0.6732 acc_val: 0.8067 time: 0.6841s
Epoch: 0562 loss_train: 0.5929 acc_train: 0.8786 loss_val: 0.6729 acc_val: 0.8067 time: 0.7869s
Epoch: 0563 loss_train: 0.6445 acc_train: 0.7786 loss_val: 0.6729 acc_val: 0.8067 time: 0.8402s
Epoch: 0564 loss_train: 0.6384 acc_train: 0.8786 loss_val: 0.6726 acc_val: 0.8067 time: 0.8192s
Epoch: 0565 loss_train: 0.6383 acc_train: 0.8214 loss_val: 0.6723 acc_val: 0.8067 time: 0.7728s
Epoch: 0566 loss_train: 0.6290 acc_train: 0.8357 loss_val: 0.6723 acc_val: 0.8067 time: 0.7603s
Epoch: 0567 loss_train: 0.6334 acc_train: 0.8357 loss_val: 0.6718 acc_val: 0.8067 time: 0.7866s
Epoch: 0568 loss_train: 0.6650 acc_train: 0.7929 loss_val: 0.6710 acc_val: 0.8067 time: 0.7115s
Epoch: 0569 loss_train: 0.6362 acc_train: 0.8071 loss_val: 0.6702 acc_val: 0.8100 time: 0.7051s
Epoch: 0570 loss_train: 0.6400 acc_train: 0.8286 loss_val: 0.6695 acc_val: 0.8133 time: 0.7908s
Epoch: 0571 loss_train: 0.6599 acc_train: 0.8000 loss_val: 0.6687 acc_val: 0.8167 time: 0.9869s
Epoch: 0572 loss_train: 0.7113 acc_train: 0.7643 loss_val: 0.6683 acc_val: 0.8133 time: 0.9038s
Epoch: 0573 loss_train: 0.6981 acc_train: 0.7571 loss_val: 0.6681 acc_val: 0.8133 time: 0.6924s
Epoch: 0574 loss_train: 0.6643 acc_train: 0.8071 loss_val: 0.6678 acc_val: 0.8133 time: 1.3023s
Epoch: 0575 loss_train: 0.6441 acc_train: 0.7929 loss_val: 0.6678 acc_val: 0.8100 time: 0.7481s
Epoch: 0576 loss_train: 0.7272 acc_train: 0.7857 loss_val: 0.6677 acc_val: 0.8100 time: 0.6761s
Epoch: 0577 loss_train: 0.6844 acc_train: 0.8286 loss_val: 0.6675 acc_val: 0.8067 time: 0.8304s
Epoch: 0578 loss_train: 0.5801 acc_train: 0.8286 loss_val: 0.6675 acc_val: 0.8133 time: 0.7813s
Epoch: 0579 loss_train: 0.5723 acc_train: 0.8357 loss_val: 0.6672 acc_val: 0.8133 time: 0.7030s
Epoch: 0580 loss_train: 0.5467 acc_train: 0.8571 loss_val: 0.6670 acc_val: 0.8133 time: 0.6739s
Epoch: 0581 loss_train: 0.6884 acc_train: 0.7857 loss_val: 0.6668 acc_val: 0.8167 time: 1.6146s
Epoch: 0582 loss_train: 0.5910 acc_train: 0.8143 loss_val: 0.6665 acc_val: 0.8167 time: 0.7596s
Epoch: 0583 loss_train: 0.6334 acc_train: 0.8071 loss_val: 0.6665 acc_val: 0.8167 time: 0.8365s
Epoch: 0584 loss_train: 0.6541 acc_train: 0.8071 loss_val: 0.6665 acc_val: 0.8167 time: 0.7915s
Epoch: 0585 loss_train: 0.6001 acc_train: 0.8500 loss_val: 0.6661 acc_val: 0.8167 time: 0.6648s
Epoch: 0586 loss_train: 0.6621 acc_train: 0.7929 loss_val: 0.6658 acc_val: 0.8167 time: 0.7154s
Epoch: 0587 loss_train: 0.6240 acc_train: 0.8357 loss_val: 0.6656 acc_val: 0.8167 time: 0.7774s
Epoch: 0588 loss_train: 0.5266 acc_train: 0.8929 loss_val: 0.6654 acc_val: 0.8167 time: 0.7659s
Epoch: 0589 loss_train: 0.7035 acc_train: 0.7786 loss_val: 0.6654 acc_val: 0.8167 time: 0.7073s
Epoch: 0590 loss_train: 0.6524 acc_train: 0.8143 loss_val: 0.6654 acc_val: 0.8200 time: 0.6831s
Epoch: 0591 loss_train: 0.6855 acc_train: 0.8000 loss_val: 0.6655 acc_val: 0.8200 time: 0.6418s
Epoch: 0592 loss_train: 0.6159 acc_train: 0.7929 loss_val: 0.6659 acc_val: 0.8167 time: 0.6758s
Epoch: 0593 loss_train: 0.7438 acc_train: 0.7500 loss_val: 0.6664 acc_val: 0.8167 time: 0.6981s
Epoch: 0594 loss_train: 0.5974 acc_train: 0.8714 loss_val: 0.6671 acc_val: 0.8167 time: 0.7982s
Epoch: 0595 loss_train: 0.5800 acc_train: 0.8143 loss_val: 0.6679 acc_val: 0.8167 time: 0.7586s
Epoch: 0596 loss_train: 0.4658 acc_train: 0.9071 loss_val: 0.6686 acc_val: 0.8167 time: 0.6502s
Epoch: 0597 loss_train: 0.5535 acc_train: 0.8429 loss_val: 0.6692 acc_val: 0.8133 time: 0.6577s
Epoch: 0598 loss_train: 0.7315 acc_train: 0.7500 loss_val: 0.6695 acc_val: 0.8133 time: 0.6798s
Epoch: 0599 loss_train: 0.6451 acc_train: 0.8000 loss_val: 0.6697 acc_val: 0.8133 time: 0.6642s
Epoch: 0600 loss_train: 0.5226 acc_train: 0.8357 loss_val: 0.6701 acc_val: 0.8133 time: 0.6603s
Epoch: 0601 loss_train: 0.5834 acc_train: 0.8143 loss_val: 0.6705 acc_val: 0.8133 time: 0.6699s
Epoch: 0602 loss_train: 0.5513 acc_train: 0.8786 loss_val: 0.6707 acc_val: 0.8133 time: 0.6522s
Epoch: 0603 loss_train: 0.6436 acc_train: 0.7929 loss_val: 0.6706 acc_val: 0.8133 time: 0.6650s
Epoch: 0604 loss_train: 0.6503 acc_train: 0.8143 loss_val: 0.6705 acc_val: 0.8133 time: 0.7583s
Epoch: 0605 loss_train: 0.6670 acc_train: 0.8000 loss_val: 0.6707 acc_val: 0.8133 time: 0.8017s
Epoch: 0606 loss_train: 0.6641 acc_train: 0.8071 loss_val: 0.6706 acc_val: 0.8133 time: 0.8283s
Epoch: 0607 loss_train: 0.5433 acc_train: 0.8571 loss_val: 0.6707 acc_val: 0.8167 time: 0.7046s
Epoch: 0608 loss_train: 0.6752 acc_train: 0.8286 loss_val: 0.6709 acc_val: 0.8167 time: 0.7052s
Epoch: 0609 loss_train: 0.6461 acc_train: 0.8071 loss_val: 0.6711 acc_val: 0.8200 time: 0.6925s
Epoch: 0610 loss_train: 0.7014 acc_train: 0.7714 loss_val: 0.6709 acc_val: 0.8200 time: 0.6573s
Epoch: 0611 loss_train: 0.6552 acc_train: 0.8000 loss_val: 0.6704 acc_val: 0.8200 time: 0.6985s
Epoch: 0612 loss_train: 0.5599 acc_train: 0.8357 loss_val: 0.6694 acc_val: 0.8233 time: 0.6546s
Epoch: 0613 loss_train: 0.6643 acc_train: 0.7786 loss_val: 0.6685 acc_val: 0.8233 time: 0.6690s
Epoch: 0614 loss_train: 0.6083 acc_train: 0.8429 loss_val: 0.6677 acc_val: 0.8233 time: 0.6900s
Epoch: 0615 loss_train: 0.5678 acc_train: 0.8571 loss_val: 0.6669 acc_val: 0.8200 time: 0.7409s
Epoch: 0616 loss_train: 0.5531 acc_train: 0.8286 loss_val: 0.6659 acc_val: 0.8167 time: 0.6817s
Epoch: 0617 loss_train: 0.5849 acc_train: 0.8143 loss_val: 0.6648 acc_val: 0.8167 time: 0.6532s
Epoch: 0618 loss_train: 0.7376 acc_train: 0.7643 loss_val: 0.6636 acc_val: 0.8200 time: 0.6816s
Epoch: 0619 loss_train: 0.6412 acc_train: 0.8286 loss_val: 0.6624 acc_val: 0.8200 time: 0.6549s
Epoch: 0620 loss_train: 0.7058 acc_train: 0.7714 loss_val: 0.6612 acc_val: 0.8200 time: 0.6840s
Epoch: 0621 loss_train: 0.7568 acc_train: 0.7429 loss_val: 0.6602 acc_val: 0.8200 time: 0.6518s
Epoch: 0622 loss_train: 0.6018 acc_train: 0.8286 loss_val: 0.6595 acc_val: 0.8200 time: 0.6365s
Epoch: 0623 loss_train: 0.6264 acc_train: 0.8071 loss_val: 0.6588 acc_val: 0.8200 time: 0.6453s
Epoch: 0624 loss_train: 0.6413 acc_train: 0.7786 loss_val: 0.6585 acc_val: 0.8200 time: 0.6741s
Epoch: 0625 loss_train: 0.7073 acc_train: 0.7571 loss_val: 0.6583 acc_val: 0.8200 time: 0.8458s
Epoch: 0626 loss_train: 0.7020 acc_train: 0.7786 loss_val: 0.6582 acc_val: 0.8200 time: 0.9116s
Epoch: 0627 loss_train: 0.6126 acc_train: 0.8214 loss_val: 0.6581 acc_val: 0.8233 time: 0.7137s
Epoch: 0628 loss_train: 0.6547 acc_train: 0.8000 loss_val: 0.6581 acc_val: 0.8233 time: 0.7230s
Epoch: 0629 loss_train: 0.6141 acc_train: 0.8429 loss_val: 0.6576 acc_val: 0.8233 time: 0.7750s
Epoch: 0630 loss_train: 0.6879 acc_train: 0.7714 loss_val: 0.6572 acc_val: 0.8233 time: 0.9245s
Epoch: 0631 loss_train: 0.6098 acc_train: 0.8214 loss_val: 0.6570 acc_val: 0.8233 time: 1.0529s
Epoch: 0632 loss_train: 0.6120 acc_train: 0.8000 loss_val: 0.6570 acc_val: 0.8233 time: 0.8585s
Epoch: 0633 loss_train: 0.6620 acc_train: 0.8143 loss_val: 0.6570 acc_val: 0.8233 time: 0.6907s
Epoch: 0634 loss_train: 0.6245 acc_train: 0.7786 loss_val: 0.6570 acc_val: 0.8233 time: 0.7750s
Epoch: 0635 loss_train: 0.5631 acc_train: 0.8500 loss_val: 0.6568 acc_val: 0.8233 time: 0.7106s
Epoch: 0636 loss_train: 0.6547 acc_train: 0.7929 loss_val: 0.6565 acc_val: 0.8233 time: 0.8440s
Epoch: 0637 loss_train: 0.4060 acc_train: 0.9000 loss_val: 0.6562 acc_val: 0.8233 time: 0.6885s
Epoch: 0638 loss_train: 0.6608 acc_train: 0.7786 loss_val: 0.6558 acc_val: 0.8233 time: 0.7757s
Epoch: 0639 loss_train: 0.6240 acc_train: 0.8500 loss_val: 0.6556 acc_val: 0.8233 time: 0.6679s
Epoch: 0640 loss_train: 0.6856 acc_train: 0.7929 loss_val: 0.6554 acc_val: 0.8233 time: 0.6789s
Epoch: 0641 loss_train: 0.6191 acc_train: 0.8143 loss_val: 0.6554 acc_val: 0.8200 time: 0.6416s
Epoch: 0642 loss_train: 0.7266 acc_train: 0.7571 loss_val: 0.6554 acc_val: 0.8200 time: 0.6600s
Epoch: 0643 loss_train: 0.6227 acc_train: 0.8214 loss_val: 0.6554 acc_val: 0.8233 time: 0.7153s
Epoch: 0644 loss_train: 0.6107 acc_train: 0.8286 loss_val: 0.6555 acc_val: 0.8233 time: 1.0457s
Epoch: 0645 loss_train: 0.6274 acc_train: 0.8214 loss_val: 0.6555 acc_val: 0.8233 time: 0.7782s
Epoch: 0646 loss_train: 0.6686 acc_train: 0.7929 loss_val: 0.6560 acc_val: 0.8233 time: 0.6319s
Epoch: 0647 loss_train: 0.5688 acc_train: 0.8429 loss_val: 0.6564 acc_val: 0.8233 time: 0.7088s
Epoch: 0648 loss_train: 0.6006 acc_train: 0.8357 loss_val: 0.6567 acc_val: 0.8233 time: 1.0098s
Epoch: 0649 loss_train: 0.6699 acc_train: 0.7929 loss_val: 0.6574 acc_val: 0.8200 time: 0.7270s
Epoch: 0650 loss_train: 0.7839 acc_train: 0.7000 loss_val: 0.6583 acc_val: 0.8167 time: 0.7108s
Epoch: 0651 loss_train: 0.5905 acc_train: 0.8143 loss_val: 0.6595 acc_val: 0.8200 time: 0.6892s
Epoch: 0652 loss_train: 0.5079 acc_train: 0.9143 loss_val: 0.6606 acc_val: 0.8167 time: 0.7089s
Epoch: 0653 loss_train: 0.6902 acc_train: 0.7857 loss_val: 0.6617 acc_val: 0.8200 time: 0.7045s
Epoch: 0654 loss_train: 0.5752 acc_train: 0.8143 loss_val: 0.6625 acc_val: 0.8200 time: 0.6832s
Epoch: 0655 loss_train: 0.5919 acc_train: 0.8071 loss_val: 0.6634 acc_val: 0.8200 time: 0.7076s
Epoch: 0656 loss_train: 0.5527 acc_train: 0.8500 loss_val: 0.6642 acc_val: 0.8167 time: 0.7759s
Epoch: 0657 loss_train: 0.6350 acc_train: 0.7857 loss_val: 0.6646 acc_val: 0.8167 time: 0.6607s
Epoch: 0658 loss_train: 0.5215 acc_train: 0.8643 loss_val: 0.6651 acc_val: 0.8167 time: 0.6686s
Epoch: 0659 loss_train: 0.6446 acc_train: 0.8143 loss_val: 0.6661 acc_val: 0.8167 time: 0.6991s
Epoch: 0660 loss_train: 0.6211 acc_train: 0.8357 loss_val: 0.6668 acc_val: 0.8167 time: 0.6750s
Epoch: 0661 loss_train: 0.6049 acc_train: 0.8143 loss_val: 0.6680 acc_val: 0.8167 time: 0.7150s
Epoch: 0662 loss_train: 0.6776 acc_train: 0.7929 loss_val: 0.6691 acc_val: 0.8167 time: 1.7007s
Epoch: 0663 loss_train: 0.6168 acc_train: 0.7929 loss_val: 0.6698 acc_val: 0.8167 time: 0.9386s
Epoch: 0664 loss_train: 0.5632 acc_train: 0.8357 loss_val: 0.6701 acc_val: 0.8167 time: 0.8226s
Epoch: 0665 loss_train: 0.6850 acc_train: 0.7929 loss_val: 0.6703 acc_val: 0.8200 time: 0.6791s
Epoch: 0666 loss_train: 0.5782 acc_train: 0.8571 loss_val: 0.6701 acc_val: 0.8200 time: 0.6851s
Epoch: 0667 loss_train: 0.6041 acc_train: 0.8071 loss_val: 0.6696 acc_val: 0.8200 time: 0.8287s
Epoch: 0668 loss_train: 0.6142 acc_train: 0.8143 loss_val: 0.6695 acc_val: 0.8200 time: 2.1203s
Epoch: 0669 loss_train: 0.6316 acc_train: 0.8571 loss_val: 0.6690 acc_val: 0.8167 time: 3.7877s
Epoch: 0670 loss_train: 0.7260 acc_train: 0.7786 loss_val: 0.6689 acc_val: 0.8167 time: 2.3712s
Epoch: 0671 loss_train: 0.5483 acc_train: 0.8286 loss_val: 0.6689 acc_val: 0.8167 time: 1.8276s
Epoch: 0672 loss_train: 0.6176 acc_train: 0.8357 loss_val: 0.6685 acc_val: 0.8167 time: 7.5111s
Epoch: 0673 loss_train: 0.6330 acc_train: 0.8357 loss_val: 0.6683 acc_val: 0.8167 time: 6.3200s
Epoch: 0674 loss_train: 0.6463 acc_train: 0.8071 loss_val: 0.6683 acc_val: 0.8167 time: 4.7948s
Epoch: 0675 loss_train: 0.5222 acc_train: 0.8500 loss_val: 0.6685 acc_val: 0.8167 time: 5.8834s
Epoch: 0676 loss_train: 0.6153 acc_train: 0.8214 loss_val: 0.6686 acc_val: 0.8167 time: 7.0593s
Epoch: 0677 loss_train: 0.6387 acc_train: 0.7857 loss_val: 0.6686 acc_val: 0.8200 time: 7.2122s
Epoch: 0678 loss_train: 0.6398 acc_train: 0.8071 loss_val: 0.6688 acc_val: 0.8200 time: 7.6941s
Epoch: 0679 loss_train: 0.5583 acc_train: 0.8429 loss_val: 0.6687 acc_val: 0.8200 time: 3.9065s
Epoch: 0680 loss_train: 0.6497 acc_train: 0.7929 loss_val: 0.6686 acc_val: 0.8200 time: 4.6741s
Epoch: 0681 loss_train: 0.6834 acc_train: 0.7786 loss_val: 0.6684 acc_val: 0.8200 time: 2.2224s
Epoch: 0682 loss_train: 0.6555 acc_train: 0.7643 loss_val: 0.6683 acc_val: 0.8200 time: 1.1977s
Epoch: 0683 loss_train: 0.7258 acc_train: 0.7500 loss_val: 0.6684 acc_val: 0.8200 time: 1.5416s
Epoch: 0684 loss_train: 0.6667 acc_train: 0.8071 loss_val: 0.6679 acc_val: 0.8200 time: 1.3942s
Epoch: 0685 loss_train: 0.6054 acc_train: 0.8071 loss_val: 0.6670 acc_val: 0.8200 time: 1.4251s
Epoch: 0686 loss_train: 0.6280 acc_train: 0.8143 loss_val: 0.6664 acc_val: 0.8200 time: 1.6964s
Epoch: 0687 loss_train: 0.5953 acc_train: 0.8500 loss_val: 0.6658 acc_val: 0.8167 time: 1.5716s
Epoch: 0688 loss_train: 0.6365 acc_train: 0.8071 loss_val: 0.6650 acc_val: 0.8167 time: 1.4255s
Epoch: 0689 loss_train: 0.5318 acc_train: 0.8714 loss_val: 0.6640 acc_val: 0.8167 time: 1.6166s
Epoch: 0690 loss_train: 0.7165 acc_train: 0.7714 loss_val: 0.6633 acc_val: 0.8167 time: 1.4458s
Epoch: 0691 loss_train: 0.5972 acc_train: 0.8214 loss_val: 0.6626 acc_val: 0.8133 time: 1.3187s
Epoch: 0692 loss_train: 0.5712 acc_train: 0.8429 loss_val: 0.6617 acc_val: 0.8133 time: 1.1415s
Epoch: 0693 loss_train: 0.6446 acc_train: 0.8000 loss_val: 0.6607 acc_val: 0.8133 time: 1.0857s
Epoch: 0694 loss_train: 0.6776 acc_train: 0.8000 loss_val: 0.6597 acc_val: 0.8167 time: 1.5500s
Epoch: 0695 loss_train: 0.7275 acc_train: 0.7357 loss_val: 0.6594 acc_val: 0.8167 time: 1.3412s
Epoch: 0696 loss_train: 0.5040 acc_train: 0.8714 loss_val: 0.6590 acc_val: 0.8167 time: 1.0366s
Epoch: 0697 loss_train: 0.6008 acc_train: 0.7786 loss_val: 0.6586 acc_val: 0.8167 time: 0.9380s
Epoch: 0698 loss_train: 0.5541 acc_train: 0.8357 loss_val: 0.6578 acc_val: 0.8133 time: 1.5837s
Epoch: 0699 loss_train: 0.6857 acc_train: 0.7714 loss_val: 0.6570 acc_val: 0.8133 time: 1.1325s
Epoch: 0700 loss_train: 0.5555 acc_train: 0.8429 loss_val: 0.6566 acc_val: 0.8133 time: 1.2366s
Epoch: 0701 loss_train: 0.6771 acc_train: 0.7714 loss_val: 0.6561 acc_val: 0.8133 time: 1.2912s
Epoch: 0702 loss_train: 0.5626 acc_train: 0.8643 loss_val: 0.6558 acc_val: 0.8133 time: 1.3918s
Epoch: 0703 loss_train: 0.5481 acc_train: 0.8714 loss_val: 0.6557 acc_val: 0.8133 time: 1.0457s
Epoch: 0704 loss_train: 0.5807 acc_train: 0.8286 loss_val: 0.6558 acc_val: 0.8133 time: 0.8995s
Epoch: 0705 loss_train: 0.4944 acc_train: 0.9071 loss_val: 0.6554 acc_val: 0.8133 time: 0.9164s
Epoch: 0706 loss_train: 0.5432 acc_train: 0.8429 loss_val: 0.6555 acc_val: 0.8133 time: 0.7591s
Epoch: 0707 loss_train: 0.5313 acc_train: 0.8714 loss_val: 0.6555 acc_val: 0.8133 time: 0.8743s
Epoch: 0708 loss_train: 0.5944 acc_train: 0.8143 loss_val: 0.6555 acc_val: 0.8167 time: 1.1804s
Epoch: 0709 loss_train: 0.5332 acc_train: 0.8071 loss_val: 0.6553 acc_val: 0.8167 time: 0.9132s
Epoch: 0710 loss_train: 0.5103 acc_train: 0.8643 loss_val: 0.6551 acc_val: 0.8167 time: 0.7377s
Epoch: 0711 loss_train: 0.5774 acc_train: 0.8429 loss_val: 0.6548 acc_val: 0.8133 time: 0.8217s
Epoch: 0712 loss_train: 0.6007 acc_train: 0.8357 loss_val: 0.6551 acc_val: 0.8133 time: 0.7596s
Epoch: 0713 loss_train: 0.5495 acc_train: 0.8714 loss_val: 0.6556 acc_val: 0.8167 time: 0.9315s
Epoch: 0714 loss_train: 0.6349 acc_train: 0.7929 loss_val: 0.6560 acc_val: 0.8167 time: 1.0571s
Epoch: 0715 loss_train: 0.5282 acc_train: 0.8500 loss_val: 0.6565 acc_val: 0.8167 time: 1.0595s
Epoch: 0716 loss_train: 0.4982 acc_train: 0.8500 loss_val: 0.6571 acc_val: 0.8167 time: 1.0679s
Epoch: 0717 loss_train: 0.5334 acc_train: 0.8429 loss_val: 0.6577 acc_val: 0.8167 time: 1.0182s
Epoch: 0718 loss_train: 0.5938 acc_train: 0.8286 loss_val: 0.6581 acc_val: 0.8167 time: 1.2997s
Epoch: 0719 loss_train: 0.6165 acc_train: 0.8143 loss_val: 0.6586 acc_val: 0.8167 time: 0.9117s
Epoch: 0720 loss_train: 0.7106 acc_train: 0.7571 loss_val: 0.6593 acc_val: 0.8167 time: 0.6730s
Epoch: 0721 loss_train: 0.6934 acc_train: 0.8000 loss_val: 0.6595 acc_val: 0.8167 time: 0.8299s
Epoch: 0722 loss_train: 0.6434 acc_train: 0.8071 loss_val: 0.6594 acc_val: 0.8167 time: 1.2462s
Epoch: 0723 loss_train: 0.6302 acc_train: 0.8071 loss_val: 0.6595 acc_val: 0.8167 time: 1.5333s
Epoch: 0724 loss_train: 0.6416 acc_train: 0.8071 loss_val: 0.6595 acc_val: 0.8133 time: 1.5551s
Epoch: 0725 loss_train: 0.5983 acc_train: 0.8357 loss_val: 0.6594 acc_val: 0.8133 time: 1.0713s
Epoch: 0726 loss_train: 0.6681 acc_train: 0.7786 loss_val: 0.6592 acc_val: 0.8133 time: 1.5330s
Epoch: 0727 loss_train: 0.6385 acc_train: 0.8143 loss_val: 0.6593 acc_val: 0.8167 time: 1.4757s
Epoch: 0728 loss_train: 0.5259 acc_train: 0.8500 loss_val: 0.6594 acc_val: 0.8167 time: 1.2469s
Epoch: 0729 loss_train: 0.6175 acc_train: 0.7929 loss_val: 0.6596 acc_val: 0.8167 time: 1.4150s
Epoch: 0730 loss_train: 0.5927 acc_train: 0.8071 loss_val: 0.6599 acc_val: 0.8167 time: 1.2852s
Epoch: 0731 loss_train: 0.6459 acc_train: 0.8214 loss_val: 0.6602 acc_val: 0.8233 time: 1.1595s
Epoch: 0732 loss_train: 0.5903 acc_train: 0.8429 loss_val: 0.6605 acc_val: 0.8233 time: 1.3039s
Epoch: 0733 loss_train: 0.5575 acc_train: 0.8500 loss_val: 0.6608 acc_val: 0.8233 time: 1.0909s
Epoch: 0734 loss_train: 0.6666 acc_train: 0.8000 loss_val: 0.6612 acc_val: 0.8233 time: 1.8158s
Epoch: 0735 loss_train: 0.6430 acc_train: 0.8286 loss_val: 0.6618 acc_val: 0.8233 time: 1.3056s
Epoch: 0736 loss_train: 0.5617 acc_train: 0.8500 loss_val: 0.6626 acc_val: 0.8200 time: 1.2196s
Epoch: 0737 loss_train: 0.5984 acc_train: 0.8357 loss_val: 0.6638 acc_val: 0.8200 time: 1.1631s
Epoch: 0738 loss_train: 0.4698 acc_train: 0.8714 loss_val: 0.6648 acc_val: 0.8233 time: 1.4107s
Epoch: 0739 loss_train: 0.6035 acc_train: 0.8714 loss_val: 0.6651 acc_val: 0.8233 time: 1.3695s
Epoch: 0740 loss_train: 0.5851 acc_train: 0.8143 loss_val: 0.6653 acc_val: 0.8233 time: 1.3223s
Epoch: 0741 loss_train: 0.5815 acc_train: 0.8500 loss_val: 0.6654 acc_val: 0.8200 time: 1.2616s
Epoch: 0742 loss_train: 0.6148 acc_train: 0.8214 loss_val: 0.6650 acc_val: 0.8200 time: 1.1195s
Epoch: 0743 loss_train: 0.6215 acc_train: 0.8214 loss_val: 0.6650 acc_val: 0.8167 time: 1.0584s
Epoch: 0744 loss_train: 0.5923 acc_train: 0.8429 loss_val: 0.6650 acc_val: 0.8167 time: 1.0553s
Epoch: 0745 loss_train: 0.5970 acc_train: 0.8214 loss_val: 0.6651 acc_val: 0.8167 time: 1.3163s
Epoch: 0746 loss_train: 0.5927 acc_train: 0.8643 loss_val: 0.6651 acc_val: 0.8167 time: 1.5200s
Epoch: 0747 loss_train: 0.6776 acc_train: 0.7929 loss_val: 0.6651 acc_val: 0.8167 time: 1.0864s
Epoch: 0748 loss_train: 0.5858 acc_train: 0.8357 loss_val: 0.6646 acc_val: 0.8167 time: 1.1204s
Epoch: 0749 loss_train: 0.6434 acc_train: 0.8071 loss_val: 0.6642 acc_val: 0.8167 time: 1.2648s
Epoch: 0750 loss_train: 0.6720 acc_train: 0.8000 loss_val: 0.6642 acc_val: 0.8167 time: 1.5072s
Epoch: 0751 loss_train: 0.5259 acc_train: 0.8857 loss_val: 0.6641 acc_val: 0.8167 time: 1.2948s
Epoch: 0752 loss_train: 0.5827 acc_train: 0.8500 loss_val: 0.6643 acc_val: 0.8167 time: 1.4226s
Epoch: 0753 loss_train: 0.5530 acc_train: 0.8214 loss_val: 0.6650 acc_val: 0.8167 time: 1.5245s
Epoch: 0754 loss_train: 0.5343 acc_train: 0.8643 loss_val: 0.6656 acc_val: 0.8167 time: 1.1267s
Epoch: 0755 loss_train: 0.6592 acc_train: 0.8000 loss_val: 0.6662 acc_val: 0.8167 time: 0.9977s
Epoch: 0756 loss_train: 0.5413 acc_train: 0.8214 loss_val: 0.6668 acc_val: 0.8200 time: 1.1976s
Epoch: 0757 loss_train: 0.5615 acc_train: 0.8286 loss_val: 0.6672 acc_val: 0.8267 time: 0.8102s
Epoch: 0758 loss_train: 0.5758 acc_train: 0.8429 loss_val: 0.6675 acc_val: 0.8233 time: 0.9319s
Epoch: 0759 loss_train: 0.6132 acc_train: 0.8000 loss_val: 0.6675 acc_val: 0.8233 time: 0.8141s
Epoch: 0760 loss_train: 0.6463 acc_train: 0.8000 loss_val: 0.6677 acc_val: 0.8233 time: 0.8128s
Epoch: 0761 loss_train: 0.6466 acc_train: 0.8214 loss_val: 0.6678 acc_val: 0.8233 time: 0.8477s
Epoch: 0762 loss_train: 0.6963 acc_train: 0.7714 loss_val: 0.6674 acc_val: 0.8233 time: 0.9230s
Epoch: 0763 loss_train: 0.6621 acc_train: 0.8143 loss_val: 0.6664 acc_val: 0.8233 time: 0.9780s
Epoch: 0764 loss_train: 0.6716 acc_train: 0.8000 loss_val: 0.6657 acc_val: 0.8267 time: 0.7809s
Epoch: 0765 loss_train: 0.6318 acc_train: 0.8429 loss_val: 0.6650 acc_val: 0.8267 time: 0.7095s
Epoch: 0766 loss_train: 0.5714 acc_train: 0.8429 loss_val: 0.6641 acc_val: 0.8267 time: 0.7951s
Epoch: 0767 loss_train: 0.6979 acc_train: 0.7929 loss_val: 0.6635 acc_val: 0.8267 time: 0.8404s
Epoch: 0768 loss_train: 0.5905 acc_train: 0.7929 loss_val: 0.6627 acc_val: 0.8267 time: 0.6692s
Epoch: 0769 loss_train: 0.6712 acc_train: 0.8286 loss_val: 0.6619 acc_val: 0.8267 time: 0.6616s
Epoch: 0770 loss_train: 0.7045 acc_train: 0.8000 loss_val: 0.6608 acc_val: 0.8267 time: 1.7247s
Epoch: 0771 loss_train: 0.6639 acc_train: 0.7929 loss_val: 0.6599 acc_val: 0.8267 time: 1.2313s
Epoch: 0772 loss_train: 0.5567 acc_train: 0.8357 loss_val: 0.6590 acc_val: 0.8267 time: 0.9185s
Epoch: 0773 loss_train: 0.6347 acc_train: 0.7929 loss_val: 0.6583 acc_val: 0.8233 time: 1.8770s
Epoch: 0774 loss_train: 0.5964 acc_train: 0.8357 loss_val: 0.6581 acc_val: 0.8267 time: 1.8299s
Epoch: 0775 loss_train: 0.6128 acc_train: 0.8214 loss_val: 0.6579 acc_val: 0.8267 time: 1.1257s
Epoch: 0776 loss_train: 0.6811 acc_train: 0.7786 loss_val: 0.6580 acc_val: 0.8267 time: 0.9478s
Epoch: 0777 loss_train: 0.5921 acc_train: 0.8143 loss_val: 0.6579 acc_val: 0.8267 time: 0.7943s
Epoch: 0778 loss_train: 0.6733 acc_train: 0.7714 loss_val: 0.6580 acc_val: 0.8267 time: 0.9189s
Epoch: 0779 loss_train: 0.5708 acc_train: 0.8429 loss_val: 0.6582 acc_val: 0.8233 time: 0.7557s
Epoch: 0780 loss_train: 0.5684 acc_train: 0.8143 loss_val: 0.6583 acc_val: 0.8200 time: 0.6734s
Epoch: 0781 loss_train: 0.5761 acc_train: 0.8071 loss_val: 0.6585 acc_val: 0.8167 time: 0.6959s
Epoch: 0782 loss_train: 0.5480 acc_train: 0.8286 loss_val: 0.6584 acc_val: 0.8200 time: 0.7219s
Epoch: 0783 loss_train: 0.5809 acc_train: 0.8571 loss_val: 0.6583 acc_val: 0.8200 time: 0.9917s
Epoch: 0784 loss_train: 0.7130 acc_train: 0.7714 loss_val: 0.6584 acc_val: 0.8200 time: 0.8842s
Epoch: 0785 loss_train: 0.5876 acc_train: 0.8500 loss_val: 0.6584 acc_val: 0.8200 time: 0.7661s
Epoch: 0786 loss_train: 0.6289 acc_train: 0.8143 loss_val: 0.6585 acc_val: 0.8167 time: 0.7339s
Epoch: 0787 loss_train: 0.6361 acc_train: 0.8143 loss_val: 0.6587 acc_val: 0.8167 time: 1.1229s
Epoch: 0788 loss_train: 0.5519 acc_train: 0.8357 loss_val: 0.6590 acc_val: 0.8167 time: 1.0823s
Epoch: 0789 loss_train: 0.5822 acc_train: 0.8571 loss_val: 0.6592 acc_val: 0.8167 time: 1.1967s
Epoch: 0790 loss_train: 0.5401 acc_train: 0.8429 loss_val: 0.6594 acc_val: 0.8167 time: 1.1283s
Epoch: 0791 loss_train: 0.4822 acc_train: 0.8571 loss_val: 0.6595 acc_val: 0.8167 time: 0.9690s
Epoch: 0792 loss_train: 0.6630 acc_train: 0.8000 loss_val: 0.6594 acc_val: 0.8167 time: 0.9639s
Epoch: 0793 loss_train: 0.6029 acc_train: 0.8143 loss_val: 0.6598 acc_val: 0.8167 time: 0.7485s
Epoch: 0794 loss_train: 0.6409 acc_train: 0.8214 loss_val: 0.6601 acc_val: 0.8167 time: 0.9322s
Epoch: 0795 loss_train: 0.6582 acc_train: 0.7929 loss_val: 0.6603 acc_val: 0.8100 time: 0.7724s
Epoch: 0796 loss_train: 0.5639 acc_train: 0.8214 loss_val: 0.6603 acc_val: 0.8100 time: 0.6789s
Epoch: 0797 loss_train: 0.6763 acc_train: 0.7786 loss_val: 0.6606 acc_val: 0.8100 time: 0.7411s
Epoch: 0798 loss_train: 0.5671 acc_train: 0.8429 loss_val: 0.6608 acc_val: 0.8200 time: 0.7071s
Epoch: 0799 loss_train: 0.5295 acc_train: 0.8929 loss_val: 0.6607 acc_val: 0.8200 time: 0.7740s
Epoch: 0800 loss_train: 0.5499 acc_train: 0.8214 loss_val: 0.6606 acc_val: 0.8200 time: 0.9442s
Epoch: 0801 loss_train: 0.5980 acc_train: 0.8571 loss_val: 0.6607 acc_val: 0.8200 time: 0.9888s
Epoch: 0802 loss_train: 0.6320 acc_train: 0.8071 loss_val: 0.6608 acc_val: 0.8200 time: 0.8618s
Epoch: 0803 loss_train: 0.5560 acc_train: 0.8214 loss_val: 0.6613 acc_val: 0.8233 time: 1.0391s
Epoch: 0804 loss_train: 0.6475 acc_train: 0.7857 loss_val: 0.6617 acc_val: 0.8267 time: 0.8748s
Epoch: 0805 loss_train: 0.6218 acc_train: 0.8214 loss_val: 0.6617 acc_val: 0.8267 time: 1.5251s
Epoch: 0806 loss_train: 0.5897 acc_train: 0.8143 loss_val: 0.6617 acc_val: 0.8267 time: 1.0189s
Epoch: 0807 loss_train: 0.5533 acc_train: 0.8500 loss_val: 0.6617 acc_val: 0.8200 time: 1.0079s
Epoch: 0808 loss_train: 0.6338 acc_train: 0.8143 loss_val: 0.6611 acc_val: 0.8167 time: 0.8919s
Epoch: 0809 loss_train: 0.6348 acc_train: 0.8000 loss_val: 0.6604 acc_val: 0.8233 time: 0.8175s
Epoch: 0810 loss_train: 0.5781 acc_train: 0.8286 loss_val: 0.6597 acc_val: 0.8233 time: 1.3491s
Epoch: 0811 loss_train: 0.5886 acc_train: 0.8571 loss_val: 0.6589 acc_val: 0.8233 time: 1.1111s
Optimization Finished!
Total time elapsed: 833.4811s
Loading 710th epoch
Test set results: loss= 0.6599 accuracy= 0.8470
