Loading cora dataset...
Epoch: 0001 loss_train: 1.9554 acc_train: 0.0571 loss_val: 1.9405 acc_val: 0.2867 time: 0.9654s
Epoch: 0002 loss_train: 1.9384 acc_train: 0.2714 loss_val: 1.9313 acc_val: 0.5100 time: 1.6518s
Epoch: 0003 loss_train: 1.9322 acc_train: 0.2786 loss_val: 1.9222 acc_val: 0.5967 time: 1.8930s
Epoch: 0004 loss_train: 1.9116 acc_train: 0.4571 loss_val: 1.9131 acc_val: 0.6100 time: 1.2509s
Epoch: 0005 loss_train: 1.9006 acc_train: 0.5000 loss_val: 1.9039 acc_val: 0.6067 time: 0.8057s
Epoch: 0006 loss_train: 1.8943 acc_train: 0.4857 loss_val: 1.8948 acc_val: 0.6200 time: 1.5044s
Epoch: 0007 loss_train: 1.8843 acc_train: 0.4929 loss_val: 1.8855 acc_val: 0.6300 time: 1.7910s
Epoch: 0008 loss_train: 1.8850 acc_train: 0.5214 loss_val: 1.8760 acc_val: 0.6233 time: 1.4321s
Epoch: 0009 loss_train: 1.8628 acc_train: 0.5786 loss_val: 1.8664 acc_val: 0.6267 time: 1.1234s
Epoch: 0010 loss_train: 1.8538 acc_train: 0.5429 loss_val: 1.8566 acc_val: 0.6233 time: 1.4764s
Epoch: 0011 loss_train: 1.8278 acc_train: 0.5857 loss_val: 1.8466 acc_val: 0.6200 time: 1.0749s
Epoch: 0012 loss_train: 1.8117 acc_train: 0.5857 loss_val: 1.8364 acc_val: 0.6167 time: 1.5791s
Epoch: 0013 loss_train: 1.8189 acc_train: 0.5929 loss_val: 1.8259 acc_val: 0.6167 time: 1.5057s
Epoch: 0014 loss_train: 1.7723 acc_train: 0.6357 loss_val: 1.8150 acc_val: 0.6200 time: 1.4736s
Epoch: 0015 loss_train: 1.7907 acc_train: 0.5071 loss_val: 1.8040 acc_val: 0.6200 time: 0.9472s
Epoch: 0016 loss_train: 1.7514 acc_train: 0.5714 loss_val: 1.7926 acc_val: 0.6100 time: 0.9547s
Epoch: 0017 loss_train: 1.7620 acc_train: 0.5571 loss_val: 1.7811 acc_val: 0.6067 time: 1.3653s
Epoch: 0018 loss_train: 1.7292 acc_train: 0.5571 loss_val: 1.7694 acc_val: 0.6033 time: 1.2901s
Epoch: 0019 loss_train: 1.7200 acc_train: 0.6143 loss_val: 1.7574 acc_val: 0.6000 time: 1.8907s
Epoch: 0020 loss_train: 1.6988 acc_train: 0.5357 loss_val: 1.7453 acc_val: 0.6000 time: 1.4845s
Epoch: 0021 loss_train: 1.6919 acc_train: 0.5571 loss_val: 1.7330 acc_val: 0.6033 time: 0.8537s
Epoch: 0022 loss_train: 1.7051 acc_train: 0.5357 loss_val: 1.7206 acc_val: 0.6067 time: 0.8706s
Epoch: 0023 loss_train: 1.6554 acc_train: 0.5214 loss_val: 1.7081 acc_val: 0.6200 time: 1.0704s
Epoch: 0024 loss_train: 1.6576 acc_train: 0.5929 loss_val: 1.6956 acc_val: 0.6233 time: 0.9776s
Epoch: 0025 loss_train: 1.6672 acc_train: 0.5786 loss_val: 1.6831 acc_val: 0.6233 time: 1.3119s
Epoch: 0026 loss_train: 1.5732 acc_train: 0.6214 loss_val: 1.6705 acc_val: 0.6200 time: 1.4100s
Epoch: 0027 loss_train: 1.6302 acc_train: 0.5429 loss_val: 1.6578 acc_val: 0.6267 time: 1.4877s
Epoch: 0028 loss_train: 1.6197 acc_train: 0.6143 loss_val: 1.6451 acc_val: 0.6300 time: 1.1111s
Epoch: 0029 loss_train: 1.6120 acc_train: 0.5000 loss_val: 1.6325 acc_val: 0.6333 time: 0.8923s
Epoch: 0030 loss_train: 1.5529 acc_train: 0.5786 loss_val: 1.6198 acc_val: 0.6333 time: 1.2300s
Epoch: 0031 loss_train: 1.5355 acc_train: 0.6429 loss_val: 1.6070 acc_val: 0.6367 time: 1.4919s
Epoch: 0032 loss_train: 1.5333 acc_train: 0.6214 loss_val: 1.5942 acc_val: 0.6433 time: 1.1701s
Epoch: 0033 loss_train: 1.5397 acc_train: 0.6429 loss_val: 1.5815 acc_val: 0.6500 time: 1.4046s
Epoch: 0034 loss_train: 1.5247 acc_train: 0.5143 loss_val: 1.5690 acc_val: 0.6467 time: 1.3364s
Epoch: 0035 loss_train: 1.5925 acc_train: 0.5000 loss_val: 1.5568 acc_val: 0.6500 time: 0.9011s
Epoch: 0036 loss_train: 1.4989 acc_train: 0.5500 loss_val: 1.5445 acc_val: 0.6533 time: 1.3807s
Epoch: 0037 loss_train: 1.4575 acc_train: 0.6571 loss_val: 1.5323 acc_val: 0.6500 time: 1.5614s
Epoch: 0038 loss_train: 1.5179 acc_train: 0.5857 loss_val: 1.5201 acc_val: 0.6567 time: 1.1741s
Epoch: 0039 loss_train: 1.4565 acc_train: 0.5857 loss_val: 1.5082 acc_val: 0.6633 time: 2.0743s
Epoch: 0040 loss_train: 1.4585 acc_train: 0.6500 loss_val: 1.4960 acc_val: 0.6633 time: 1.8121s
Epoch: 0041 loss_train: 1.4083 acc_train: 0.5857 loss_val: 1.4841 acc_val: 0.6700 time: 1.0801s
Epoch: 0042 loss_train: 1.4405 acc_train: 0.6286 loss_val: 1.4722 acc_val: 0.6800 time: 0.9691s
Epoch: 0043 loss_train: 1.4424 acc_train: 0.5929 loss_val: 1.4605 acc_val: 0.6833 time: 0.8842s
Epoch: 0044 loss_train: 1.4447 acc_train: 0.6429 loss_val: 1.4489 acc_val: 0.6967 time: 1.4638s
Epoch: 0045 loss_train: 1.3499 acc_train: 0.6929 loss_val: 1.4374 acc_val: 0.7000 time: 1.3677s
Epoch: 0046 loss_train: 1.3508 acc_train: 0.6857 loss_val: 1.4259 acc_val: 0.7067 time: 1.4977s
Epoch: 0047 loss_train: 1.3535 acc_train: 0.6286 loss_val: 1.4144 acc_val: 0.7067 time: 1.3239s
Epoch: 0048 loss_train: 1.3051 acc_train: 0.7286 loss_val: 1.4030 acc_val: 0.7167 time: 1.9573s
Epoch: 0049 loss_train: 1.3608 acc_train: 0.6786 loss_val: 1.3919 acc_val: 0.7167 time: 1.4688s
Epoch: 0050 loss_train: 1.3137 acc_train: 0.6929 loss_val: 1.3808 acc_val: 0.7233 time: 1.2947s
Epoch: 0051 loss_train: 1.3025 acc_train: 0.6857 loss_val: 1.3698 acc_val: 0.7233 time: 1.6364s
Epoch: 0052 loss_train: 1.3319 acc_train: 0.6786 loss_val: 1.3587 acc_val: 0.7267 time: 1.7409s
Epoch: 0053 loss_train: 1.1919 acc_train: 0.7214 loss_val: 1.3475 acc_val: 0.7300 time: 1.0670s
Epoch: 0054 loss_train: 1.2125 acc_train: 0.7000 loss_val: 1.3362 acc_val: 0.7367 time: 0.9775s
Epoch: 0055 loss_train: 1.2621 acc_train: 0.6786 loss_val: 1.3252 acc_val: 0.7433 time: 1.1895s
Epoch: 0056 loss_train: 1.2358 acc_train: 0.6857 loss_val: 1.3144 acc_val: 0.7433 time: 1.0348s
Epoch: 0057 loss_train: 1.1933 acc_train: 0.7214 loss_val: 1.3037 acc_val: 0.7500 time: 1.6518s
Epoch: 0058 loss_train: 1.2152 acc_train: 0.7214 loss_val: 1.2931 acc_val: 0.7533 time: 1.5046s
Epoch: 0059 loss_train: 1.2621 acc_train: 0.6929 loss_val: 1.2826 acc_val: 0.7567 time: 1.3688s
Epoch: 0060 loss_train: 1.1680 acc_train: 0.7500 loss_val: 1.2723 acc_val: 0.7600 time: 0.9860s
Epoch: 0061 loss_train: 1.1937 acc_train: 0.7643 loss_val: 1.2621 acc_val: 0.7667 time: 0.8588s
Epoch: 0062 loss_train: 1.2631 acc_train: 0.7000 loss_val: 1.2524 acc_val: 0.7800 time: 0.8271s
Epoch: 0063 loss_train: 1.1125 acc_train: 0.7286 loss_val: 1.2429 acc_val: 0.7800 time: 1.2877s
Epoch: 0064 loss_train: 1.1732 acc_train: 0.7357 loss_val: 1.2334 acc_val: 0.7867 time: 1.7219s
Epoch: 0065 loss_train: 1.1217 acc_train: 0.7500 loss_val: 1.2241 acc_val: 0.7900 time: 1.8989s
Epoch: 0066 loss_train: 1.1758 acc_train: 0.7571 loss_val: 1.2149 acc_val: 0.7933 time: 1.2674s
Epoch: 0067 loss_train: 1.1137 acc_train: 0.7143 loss_val: 1.2058 acc_val: 0.7900 time: 0.8170s
Epoch: 0068 loss_train: 1.1847 acc_train: 0.7071 loss_val: 1.1970 acc_val: 0.7933 time: 0.8224s
Epoch: 0069 loss_train: 1.1925 acc_train: 0.7286 loss_val: 1.1881 acc_val: 0.7933 time: 1.1403s
Epoch: 0070 loss_train: 1.2049 acc_train: 0.7071 loss_val: 1.1795 acc_val: 0.7967 time: 1.3437s
Epoch: 0071 loss_train: 1.1242 acc_train: 0.7786 loss_val: 1.1710 acc_val: 0.8033 time: 1.1533s
Epoch: 0072 loss_train: 1.1620 acc_train: 0.7286 loss_val: 1.1626 acc_val: 0.8067 time: 1.1618s
Epoch: 0073 loss_train: 1.0740 acc_train: 0.7571 loss_val: 1.1543 acc_val: 0.8067 time: 1.4305s
Epoch: 0074 loss_train: 1.1124 acc_train: 0.7286 loss_val: 1.1461 acc_val: 0.8067 time: 0.9217s
Epoch: 0075 loss_train: 1.1285 acc_train: 0.7143 loss_val: 1.1381 acc_val: 0.8133 time: 0.9412s
Epoch: 0076 loss_train: 1.1207 acc_train: 0.7500 loss_val: 1.1301 acc_val: 0.8133 time: 1.3262s
Epoch: 0077 loss_train: 1.1732 acc_train: 0.7500 loss_val: 1.1224 acc_val: 0.8133 time: 1.5619s
Epoch: 0078 loss_train: 1.0364 acc_train: 0.7857 loss_val: 1.1148 acc_val: 0.8167 time: 1.6861s
Epoch: 0079 loss_train: 1.0371 acc_train: 0.7786 loss_val: 1.1073 acc_val: 0.8200 time: 1.3358s
Epoch: 0080 loss_train: 1.1040 acc_train: 0.6714 loss_val: 1.1000 acc_val: 0.8167 time: 1.3977s
Epoch: 0081 loss_train: 1.0097 acc_train: 0.7714 loss_val: 1.0928 acc_val: 0.8167 time: 1.1357s
Epoch: 0082 loss_train: 1.0411 acc_train: 0.7143 loss_val: 1.0860 acc_val: 0.8167 time: 0.9561s
Epoch: 0083 loss_train: 0.9626 acc_train: 0.8000 loss_val: 1.0794 acc_val: 0.8167 time: 0.8213s
Epoch: 0084 loss_train: 1.0407 acc_train: 0.7214 loss_val: 1.0732 acc_val: 0.8167 time: 0.8076s
Epoch: 0085 loss_train: 1.0665 acc_train: 0.7786 loss_val: 1.0678 acc_val: 0.8167 time: 0.9264s
Epoch: 0086 loss_train: 1.0215 acc_train: 0.7643 loss_val: 1.0632 acc_val: 0.8233 time: 1.3209s
Epoch: 0087 loss_train: 1.0183 acc_train: 0.7500 loss_val: 1.0584 acc_val: 0.8233 time: 1.2548s
Epoch: 0088 loss_train: 1.0188 acc_train: 0.7643 loss_val: 1.0536 acc_val: 0.8233 time: 1.3934s
Epoch: 0089 loss_train: 0.9616 acc_train: 0.7786 loss_val: 1.0487 acc_val: 0.8233 time: 1.6124s
Epoch: 0090 loss_train: 0.9463 acc_train: 0.7929 loss_val: 1.0438 acc_val: 0.8233 time: 1.2067s
Epoch: 0091 loss_train: 0.9951 acc_train: 0.7500 loss_val: 1.0390 acc_val: 0.8233 time: 0.7531s
Epoch: 0092 loss_train: 1.0927 acc_train: 0.7000 loss_val: 1.0344 acc_val: 0.8267 time: 0.7141s
Epoch: 0093 loss_train: 0.8678 acc_train: 0.8143 loss_val: 1.0296 acc_val: 0.8233 time: 0.6398s
Epoch: 0094 loss_train: 0.9636 acc_train: 0.7571 loss_val: 1.0251 acc_val: 0.8267 time: 0.6722s
Epoch: 0095 loss_train: 1.0481 acc_train: 0.7571 loss_val: 1.0205 acc_val: 0.8267 time: 0.8731s
Epoch: 0096 loss_train: 0.9931 acc_train: 0.7643 loss_val: 1.0159 acc_val: 0.8267 time: 1.0763s
Epoch: 0097 loss_train: 0.9136 acc_train: 0.8143 loss_val: 1.0110 acc_val: 0.8300 time: 2.2598s
Epoch: 0098 loss_train: 0.9196 acc_train: 0.8071 loss_val: 1.0063 acc_val: 0.8300 time: 2.2316s
Epoch: 0099 loss_train: 0.8920 acc_train: 0.8071 loss_val: 1.0014 acc_val: 0.8333 time: 2.0282s
Epoch: 0100 loss_train: 0.8327 acc_train: 0.8143 loss_val: 0.9966 acc_val: 0.8300 time: 1.6963s
Epoch: 0101 loss_train: 0.9662 acc_train: 0.7643 loss_val: 0.9919 acc_val: 0.8300 time: 0.8654s
Epoch: 0102 loss_train: 0.8944 acc_train: 0.7929 loss_val: 0.9873 acc_val: 0.8300 time: 1.1489s
Epoch: 0103 loss_train: 1.0388 acc_train: 0.7643 loss_val: 0.9829 acc_val: 0.8300 time: 1.9683s
Epoch: 0104 loss_train: 0.9478 acc_train: 0.7714 loss_val: 0.9785 acc_val: 0.8267 time: 1.8607s
Epoch: 0105 loss_train: 1.0411 acc_train: 0.7429 loss_val: 0.9743 acc_val: 0.8267 time: 1.7205s
Epoch: 0106 loss_train: 0.9703 acc_train: 0.7786 loss_val: 0.9701 acc_val: 0.8267 time: 1.0715s
Epoch: 0107 loss_train: 0.9760 acc_train: 0.7643 loss_val: 0.9661 acc_val: 0.8267 time: 0.8620s
Epoch: 0108 loss_train: 0.9007 acc_train: 0.7786 loss_val: 0.9621 acc_val: 0.8267 time: 1.0715s
Epoch: 0109 loss_train: 0.8891 acc_train: 0.8071 loss_val: 0.9582 acc_val: 0.8267 time: 1.4572s
Epoch: 0110 loss_train: 0.8460 acc_train: 0.7929 loss_val: 0.9543 acc_val: 0.8267 time: 1.7246s
Epoch: 0111 loss_train: 0.8854 acc_train: 0.7857 loss_val: 0.9504 acc_val: 0.8333 time: 1.4756s
Epoch: 0112 loss_train: 0.8748 acc_train: 0.8071 loss_val: 0.9468 acc_val: 0.8333 time: 1.2676s
Epoch: 0113 loss_train: 0.9136 acc_train: 0.7786 loss_val: 0.9435 acc_val: 0.8233 time: 1.0363s
Epoch: 0114 loss_train: 0.9396 acc_train: 0.7643 loss_val: 0.9402 acc_val: 0.8233 time: 0.8799s
Epoch: 0115 loss_train: 1.0484 acc_train: 0.7357 loss_val: 0.9369 acc_val: 0.8267 time: 1.1305s
Epoch: 0116 loss_train: 0.9672 acc_train: 0.7786 loss_val: 0.9338 acc_val: 0.8233 time: 1.4255s
Epoch: 0117 loss_train: 0.8805 acc_train: 0.7571 loss_val: 0.9305 acc_val: 0.8233 time: 1.3482s
Epoch: 0118 loss_train: 0.9039 acc_train: 0.8143 loss_val: 0.9271 acc_val: 0.8233 time: 1.7737s
Epoch: 0119 loss_train: 0.8851 acc_train: 0.8429 loss_val: 0.9236 acc_val: 0.8233 time: 1.1858s
Epoch: 0120 loss_train: 0.7948 acc_train: 0.7929 loss_val: 0.9201 acc_val: 0.8233 time: 0.8137s
Epoch: 0121 loss_train: 0.8191 acc_train: 0.8143 loss_val: 0.9167 acc_val: 0.8233 time: 1.0172s
Epoch: 0122 loss_train: 0.8751 acc_train: 0.7929 loss_val: 0.9133 acc_val: 0.8233 time: 1.8323s
Epoch: 0123 loss_train: 0.8354 acc_train: 0.7929 loss_val: 0.9099 acc_val: 0.8233 time: 1.5799s
Epoch: 0124 loss_train: 1.0239 acc_train: 0.7071 loss_val: 0.9068 acc_val: 0.8233 time: 1.5532s
Epoch: 0125 loss_train: 0.8284 acc_train: 0.7929 loss_val: 0.9035 acc_val: 0.8233 time: 1.1552s
Epoch: 0126 loss_train: 0.9024 acc_train: 0.7500 loss_val: 0.9009 acc_val: 0.8233 time: 0.7839s
Epoch: 0127 loss_train: 0.8540 acc_train: 0.8143 loss_val: 0.8986 acc_val: 0.8233 time: 0.7632s
Epoch: 0128 loss_train: 0.8909 acc_train: 0.8071 loss_val: 0.8964 acc_val: 0.8200 time: 1.0675s
Epoch: 0129 loss_train: 0.8714 acc_train: 0.7929 loss_val: 0.8940 acc_val: 0.8200 time: 1.3533s
Epoch: 0130 loss_train: 0.8505 acc_train: 0.7857 loss_val: 0.8917 acc_val: 0.8200 time: 1.5175s
Epoch: 0131 loss_train: 0.8318 acc_train: 0.8000 loss_val: 0.8891 acc_val: 0.8200 time: 1.5887s
Epoch: 0132 loss_train: 0.8773 acc_train: 0.7500 loss_val: 0.8867 acc_val: 0.8200 time: 1.2036s
Epoch: 0133 loss_train: 0.9929 acc_train: 0.7143 loss_val: 0.8845 acc_val: 0.8200 time: 0.9429s
Epoch: 0134 loss_train: 0.8951 acc_train: 0.7786 loss_val: 0.8823 acc_val: 0.8200 time: 1.0434s
Epoch: 0135 loss_train: 0.8789 acc_train: 0.7643 loss_val: 0.8802 acc_val: 0.8200 time: 1.4626s
Epoch: 0136 loss_train: 0.7930 acc_train: 0.7929 loss_val: 0.8782 acc_val: 0.8200 time: 1.4201s
Epoch: 0137 loss_train: 0.8772 acc_train: 0.7929 loss_val: 0.8760 acc_val: 0.8200 time: 1.6626s
Epoch: 0138 loss_train: 0.8169 acc_train: 0.7786 loss_val: 0.8739 acc_val: 0.8200 time: 1.4831s
Epoch: 0139 loss_train: 0.8427 acc_train: 0.7571 loss_val: 0.8717 acc_val: 0.8200 time: 0.8164s
Epoch: 0140 loss_train: 0.8243 acc_train: 0.8143 loss_val: 0.8695 acc_val: 0.8200 time: 0.7981s
Epoch: 0141 loss_train: 0.8254 acc_train: 0.7714 loss_val: 0.8671 acc_val: 0.8200 time: 1.2509s
Epoch: 0142 loss_train: 0.8806 acc_train: 0.7643 loss_val: 0.8654 acc_val: 0.8200 time: 2.0843s
Epoch: 0143 loss_train: 0.8176 acc_train: 0.8000 loss_val: 0.8637 acc_val: 0.8200 time: 1.8486s
Epoch: 0144 loss_train: 0.9562 acc_train: 0.7357 loss_val: 0.8618 acc_val: 0.8233 time: 1.6071s
Epoch: 0145 loss_train: 0.8378 acc_train: 0.7714 loss_val: 0.8597 acc_val: 0.8233 time: 0.9016s
Epoch: 0146 loss_train: 0.8161 acc_train: 0.8071 loss_val: 0.8576 acc_val: 0.8233 time: 1.0631s
Epoch: 0147 loss_train: 0.8511 acc_train: 0.7714 loss_val: 0.8556 acc_val: 0.8233 time: 0.9523s
Epoch: 0148 loss_train: 0.8297 acc_train: 0.7786 loss_val: 0.8536 acc_val: 0.8233 time: 1.0270s
Epoch: 0149 loss_train: 0.8091 acc_train: 0.8071 loss_val: 0.8516 acc_val: 0.8267 time: 1.2400s
Epoch: 0150 loss_train: 0.8154 acc_train: 0.8071 loss_val: 0.8495 acc_val: 0.8200 time: 1.5777s
Epoch: 0151 loss_train: 0.8043 acc_train: 0.8143 loss_val: 0.8476 acc_val: 0.8233 time: 1.4105s
Epoch: 0152 loss_train: 0.8387 acc_train: 0.8000 loss_val: 0.8456 acc_val: 0.8233 time: 0.8476s
Epoch: 0153 loss_train: 0.7638 acc_train: 0.8143 loss_val: 0.8435 acc_val: 0.8233 time: 0.8175s
Epoch: 0154 loss_train: 0.7740 acc_train: 0.8143 loss_val: 0.8414 acc_val: 0.8233 time: 1.1165s
Epoch: 0155 loss_train: 0.7565 acc_train: 0.8071 loss_val: 0.8392 acc_val: 0.8233 time: 1.0975s
Epoch: 0156 loss_train: 0.7588 acc_train: 0.7857 loss_val: 0.8371 acc_val: 0.8233 time: 1.2069s
Epoch: 0157 loss_train: 0.7979 acc_train: 0.8071 loss_val: 0.8351 acc_val: 0.8233 time: 1.6565s
Epoch: 0158 loss_train: 0.8232 acc_train: 0.7714 loss_val: 0.8331 acc_val: 0.8233 time: 1.3634s
Epoch: 0159 loss_train: 0.8255 acc_train: 0.7500 loss_val: 0.8312 acc_val: 0.8233 time: 0.7849s
Epoch: 0160 loss_train: 0.8611 acc_train: 0.8000 loss_val: 0.8295 acc_val: 0.8233 time: 0.8713s
Epoch: 0161 loss_train: 0.8066 acc_train: 0.7857 loss_val: 0.8277 acc_val: 0.8233 time: 1.5372s
Epoch: 0162 loss_train: 0.8013 acc_train: 0.7929 loss_val: 0.8261 acc_val: 0.8233 time: 1.1474s
Epoch: 0163 loss_train: 0.7782 acc_train: 0.8000 loss_val: 0.8245 acc_val: 0.8200 time: 1.3348s
Epoch: 0164 loss_train: 0.7629 acc_train: 0.7929 loss_val: 0.8227 acc_val: 0.8200 time: 1.6492s
Epoch: 0165 loss_train: 0.7334 acc_train: 0.8143 loss_val: 0.8209 acc_val: 0.8233 time: 1.0567s
Epoch: 0166 loss_train: 0.7781 acc_train: 0.7857 loss_val: 0.8192 acc_val: 0.8300 time: 0.7538s
Epoch: 0167 loss_train: 0.7586 acc_train: 0.8071 loss_val: 0.8175 acc_val: 0.8300 time: 0.9063s
Epoch: 0168 loss_train: 0.7927 acc_train: 0.7786 loss_val: 0.8156 acc_val: 0.8300 time: 1.0406s
Epoch: 0169 loss_train: 0.7034 acc_train: 0.8429 loss_val: 0.8136 acc_val: 0.8300 time: 1.1372s
Epoch: 0170 loss_train: 0.8678 acc_train: 0.7643 loss_val: 0.8115 acc_val: 0.8300 time: 1.3330s
Epoch: 0171 loss_train: 0.8234 acc_train: 0.7643 loss_val: 0.8098 acc_val: 0.8300 time: 1.8558s
Epoch: 0172 loss_train: 0.7759 acc_train: 0.8000 loss_val: 0.8080 acc_val: 0.8300 time: 1.0967s
Epoch: 0173 loss_train: 0.7682 acc_train: 0.7857 loss_val: 0.8063 acc_val: 0.8300 time: 0.6752s
Epoch: 0174 loss_train: 0.8196 acc_train: 0.7357 loss_val: 0.8048 acc_val: 0.8267 time: 0.6563s
Epoch: 0175 loss_train: 0.6915 acc_train: 0.8286 loss_val: 0.8033 acc_val: 0.8267 time: 0.6734s
Epoch: 0176 loss_train: 0.6811 acc_train: 0.8071 loss_val: 0.8018 acc_val: 0.8267 time: 0.8108s
Epoch: 0177 loss_train: 0.8209 acc_train: 0.7500 loss_val: 0.8004 acc_val: 0.8267 time: 0.7668s
Epoch: 0178 loss_train: 0.7219 acc_train: 0.8143 loss_val: 0.7990 acc_val: 0.8267 time: 0.7807s
Epoch: 0179 loss_train: 0.8614 acc_train: 0.7500 loss_val: 0.7976 acc_val: 0.8267 time: 0.8954s
Epoch: 0180 loss_train: 0.8545 acc_train: 0.7857 loss_val: 0.7963 acc_val: 0.8267 time: 1.1805s
Epoch: 0181 loss_train: 0.7639 acc_train: 0.8143 loss_val: 0.7948 acc_val: 0.8267 time: 1.0333s
Epoch: 0182 loss_train: 0.7084 acc_train: 0.8286 loss_val: 0.7935 acc_val: 0.8267 time: 1.4933s
Epoch: 0183 loss_train: 0.8265 acc_train: 0.7714 loss_val: 0.7919 acc_val: 0.8267 time: 1.4769s
Epoch: 0184 loss_train: 0.7125 acc_train: 0.8000 loss_val: 0.7905 acc_val: 0.8267 time: 0.8286s
Epoch: 0185 loss_train: 0.7548 acc_train: 0.7571 loss_val: 0.7890 acc_val: 0.8267 time: 0.7180s
Epoch: 0186 loss_train: 0.6829 acc_train: 0.8071 loss_val: 0.7877 acc_val: 0.8233 time: 1.1056s
Epoch: 0187 loss_train: 0.8015 acc_train: 0.8071 loss_val: 0.7864 acc_val: 0.8267 time: 1.1654s
Epoch: 0188 loss_train: 0.8629 acc_train: 0.7571 loss_val: 0.7851 acc_val: 0.8267 time: 1.4181s
Epoch: 0189 loss_train: 0.7774 acc_train: 0.7643 loss_val: 0.7837 acc_val: 0.8267 time: 1.5430s
Epoch: 0190 loss_train: 0.7624 acc_train: 0.8071 loss_val: 0.7830 acc_val: 0.8267 time: 1.3430s
Epoch: 0191 loss_train: 0.7227 acc_train: 0.8429 loss_val: 0.7821 acc_val: 0.8267 time: 0.7918s
Epoch: 0192 loss_train: 0.8240 acc_train: 0.8071 loss_val: 0.7813 acc_val: 0.8267 time: 0.9279s
Epoch: 0193 loss_train: 0.8208 acc_train: 0.7857 loss_val: 0.7810 acc_val: 0.8267 time: 1.0587s
Epoch: 0194 loss_train: 0.6669 acc_train: 0.8643 loss_val: 0.7805 acc_val: 0.8300 time: 2.1882s
Epoch: 0195 loss_train: 0.7768 acc_train: 0.7429 loss_val: 0.7801 acc_val: 0.8333 time: 1.4020s
Epoch: 0196 loss_train: 0.6745 acc_train: 0.8500 loss_val: 0.7794 acc_val: 0.8333 time: 1.0472s
Epoch: 0197 loss_train: 0.8007 acc_train: 0.7714 loss_val: 0.7790 acc_val: 0.8333 time: 1.3456s
Epoch: 0198 loss_train: 0.7472 acc_train: 0.8143 loss_val: 0.7787 acc_val: 0.8333 time: 1.9680s
Epoch: 0199 loss_train: 0.6416 acc_train: 0.8857 loss_val: 0.7782 acc_val: 0.8333 time: 1.0702s
Epoch: 0200 loss_train: 0.7741 acc_train: 0.7786 loss_val: 0.7775 acc_val: 0.8333 time: 0.7937s
Epoch: 0201 loss_train: 0.7628 acc_train: 0.8000 loss_val: 0.7767 acc_val: 0.8333 time: 1.1744s
Epoch: 0202 loss_train: 0.7947 acc_train: 0.7786 loss_val: 0.7760 acc_val: 0.8333 time: 1.1827s
Epoch: 0203 loss_train: 0.7210 acc_train: 0.8286 loss_val: 0.7751 acc_val: 0.8300 time: 0.8868s
Epoch: 0204 loss_train: 0.8260 acc_train: 0.7429 loss_val: 0.7742 acc_val: 0.8267 time: 1.3686s
Epoch: 0205 loss_train: 0.7505 acc_train: 0.8429 loss_val: 0.7733 acc_val: 0.8267 time: 1.3000s
Epoch: 0206 loss_train: 0.7991 acc_train: 0.7714 loss_val: 0.7725 acc_val: 0.8267 time: 1.4623s
Epoch: 0207 loss_train: 0.7591 acc_train: 0.7857 loss_val: 0.7714 acc_val: 0.8267 time: 1.0221s
Epoch: 0208 loss_train: 0.7615 acc_train: 0.8143 loss_val: 0.7705 acc_val: 0.8233 time: 0.8534s
Epoch: 0209 loss_train: 0.7114 acc_train: 0.8357 loss_val: 0.7696 acc_val: 0.8267 time: 1.3306s
Epoch: 0210 loss_train: 0.7300 acc_train: 0.8429 loss_val: 0.7689 acc_val: 0.8233 time: 1.0871s
Epoch: 0211 loss_train: 0.7248 acc_train: 0.8286 loss_val: 0.7679 acc_val: 0.8267 time: 1.0544s
Epoch: 0212 loss_train: 0.7274 acc_train: 0.8214 loss_val: 0.7666 acc_val: 0.8267 time: 1.3297s
Epoch: 0213 loss_train: 0.7928 acc_train: 0.8143 loss_val: 0.7652 acc_val: 0.8267 time: 1.1943s
Epoch: 0214 loss_train: 0.6509 acc_train: 0.8286 loss_val: 0.7639 acc_val: 0.8233 time: 1.3051s
Epoch: 0215 loss_train: 0.7950 acc_train: 0.8071 loss_val: 0.7626 acc_val: 0.8233 time: 0.7720s
Epoch: 0216 loss_train: 0.6707 acc_train: 0.8143 loss_val: 0.7609 acc_val: 0.8200 time: 0.8721s
Epoch: 0217 loss_train: 0.7615 acc_train: 0.7714 loss_val: 0.7595 acc_val: 0.8200 time: 1.2191s
Epoch: 0218 loss_train: 0.7294 acc_train: 0.7929 loss_val: 0.7580 acc_val: 0.8233 time: 1.0603s
Epoch: 0219 loss_train: 0.7662 acc_train: 0.7571 loss_val: 0.7567 acc_val: 0.8233 time: 1.4450s
Epoch: 0220 loss_train: 0.8157 acc_train: 0.7714 loss_val: 0.7557 acc_val: 0.8233 time: 1.5083s
Epoch: 0221 loss_train: 0.6452 acc_train: 0.8286 loss_val: 0.7549 acc_val: 0.8233 time: 1.4513s
Epoch: 0222 loss_train: 0.7117 acc_train: 0.7643 loss_val: 0.7540 acc_val: 0.8233 time: 0.8946s
Epoch: 0223 loss_train: 0.7524 acc_train: 0.7786 loss_val: 0.7533 acc_val: 0.8233 time: 1.0367s
Epoch: 0224 loss_train: 0.6329 acc_train: 0.8643 loss_val: 0.7523 acc_val: 0.8233 time: 1.3433s
Epoch: 0225 loss_train: 0.8025 acc_train: 0.7500 loss_val: 0.7510 acc_val: 0.8233 time: 0.8871s
Epoch: 0226 loss_train: 0.7535 acc_train: 0.7571 loss_val: 0.7500 acc_val: 0.8233 time: 1.2916s
Epoch: 0227 loss_train: 0.7198 acc_train: 0.8000 loss_val: 0.7490 acc_val: 0.8267 time: 1.6728s
Epoch: 0228 loss_train: 0.7819 acc_train: 0.8000 loss_val: 0.7485 acc_val: 0.8167 time: 1.3943s
Epoch: 0229 loss_train: 0.7002 acc_train: 0.8000 loss_val: 0.7480 acc_val: 0.8167 time: 0.9467s
Epoch: 0230 loss_train: 0.6993 acc_train: 0.8214 loss_val: 0.7474 acc_val: 0.8167 time: 0.9289s
Epoch: 0231 loss_train: 0.6702 acc_train: 0.8429 loss_val: 0.7469 acc_val: 0.8167 time: 1.1465s
Epoch: 0232 loss_train: 0.7147 acc_train: 0.8071 loss_val: 0.7465 acc_val: 0.8167 time: 2.0842s
Epoch: 0233 loss_train: 0.7805 acc_train: 0.7786 loss_val: 0.7464 acc_val: 0.8200 time: 1.8849s
Epoch: 0234 loss_train: 0.7087 acc_train: 0.8071 loss_val: 0.7461 acc_val: 0.8200 time: 1.9149s
Epoch: 0235 loss_train: 0.7214 acc_train: 0.8214 loss_val: 0.7455 acc_val: 0.8200 time: 1.0395s
Epoch: 0236 loss_train: 0.6914 acc_train: 0.8143 loss_val: 0.7449 acc_val: 0.8200 time: 0.8072s
Epoch: 0237 loss_train: 0.7763 acc_train: 0.7500 loss_val: 0.7446 acc_val: 0.8200 time: 0.8485s
Epoch: 0238 loss_train: 0.7447 acc_train: 0.7786 loss_val: 0.7446 acc_val: 0.8200 time: 1.1647s
Epoch: 0239 loss_train: 0.6702 acc_train: 0.7929 loss_val: 0.7443 acc_val: 0.8200 time: 1.4398s
Epoch: 0240 loss_train: 0.7076 acc_train: 0.8357 loss_val: 0.7437 acc_val: 0.8167 time: 1.3340s
Epoch: 0241 loss_train: 0.7489 acc_train: 0.7643 loss_val: 0.7428 acc_val: 0.8167 time: 1.6553s
Epoch: 0242 loss_train: 0.7875 acc_train: 0.7786 loss_val: 0.7418 acc_val: 0.8167 time: 1.2236s
Epoch: 0243 loss_train: 0.6141 acc_train: 0.8357 loss_val: 0.7409 acc_val: 0.8167 time: 0.7010s
Epoch: 0244 loss_train: 0.7169 acc_train: 0.8143 loss_val: 0.7400 acc_val: 0.8167 time: 1.3132s
Epoch: 0245 loss_train: 0.6283 acc_train: 0.8571 loss_val: 0.7390 acc_val: 0.8167 time: 1.2702s
Epoch: 0246 loss_train: 0.7334 acc_train: 0.8000 loss_val: 0.7383 acc_val: 0.8167 time: 1.3055s
Epoch: 0247 loss_train: 0.8329 acc_train: 0.7500 loss_val: 0.7373 acc_val: 0.8167 time: 1.9395s
Epoch: 0248 loss_train: 0.6917 acc_train: 0.8000 loss_val: 0.7366 acc_val: 0.8200 time: 1.5817s
Epoch: 0249 loss_train: 0.7504 acc_train: 0.7786 loss_val: 0.7358 acc_val: 0.8233 time: 0.8143s
Epoch: 0250 loss_train: 0.7466 acc_train: 0.8000 loss_val: 0.7350 acc_val: 0.8233 time: 0.9133s
Epoch: 0251 loss_train: 0.7491 acc_train: 0.8286 loss_val: 0.7344 acc_val: 0.8233 time: 1.1292s
Epoch: 0252 loss_train: 0.7680 acc_train: 0.7929 loss_val: 0.7337 acc_val: 0.8200 time: 1.1130s
Epoch: 0253 loss_train: 0.6630 acc_train: 0.8571 loss_val: 0.7331 acc_val: 0.8200 time: 1.2227s
Epoch: 0254 loss_train: 0.7239 acc_train: 0.7857 loss_val: 0.7325 acc_val: 0.8200 time: 1.4623s
Epoch: 0255 loss_train: 0.7488 acc_train: 0.7714 loss_val: 0.7319 acc_val: 0.8200 time: 1.4622s
Epoch: 0256 loss_train: 0.7814 acc_train: 0.7929 loss_val: 0.7310 acc_val: 0.8200 time: 1.0023s
Epoch: 0257 loss_train: 0.6577 acc_train: 0.8143 loss_val: 0.7303 acc_val: 0.8200 time: 0.7670s
Epoch: 0258 loss_train: 0.8247 acc_train: 0.7714 loss_val: 0.7294 acc_val: 0.8200 time: 1.2296s
Epoch: 0259 loss_train: 0.6957 acc_train: 0.8214 loss_val: 0.7284 acc_val: 0.8200 time: 1.3799s
Epoch: 0260 loss_train: 0.7148 acc_train: 0.7714 loss_val: 0.7278 acc_val: 0.8200 time: 1.5185s
Epoch: 0261 loss_train: 0.7006 acc_train: 0.8143 loss_val: 0.7273 acc_val: 0.8167 time: 1.7659s
Epoch: 0262 loss_train: 0.7123 acc_train: 0.8000 loss_val: 0.7269 acc_val: 0.8167 time: 1.3091s
Epoch: 0263 loss_train: 0.6430 acc_train: 0.8286 loss_val: 0.7266 acc_val: 0.8167 time: 0.8925s
Epoch: 0264 loss_train: 0.7124 acc_train: 0.7643 loss_val: 0.7262 acc_val: 0.8167 time: 0.7664s
Epoch: 0265 loss_train: 0.7464 acc_train: 0.8000 loss_val: 0.7260 acc_val: 0.8167 time: 1.0140s
Epoch: 0266 loss_train: 0.7663 acc_train: 0.8071 loss_val: 0.7258 acc_val: 0.8133 time: 1.2881s
Epoch: 0267 loss_train: 0.7427 acc_train: 0.7714 loss_val: 0.7255 acc_val: 0.8133 time: 1.7248s
Epoch: 0268 loss_train: 0.6320 acc_train: 0.8214 loss_val: 0.7252 acc_val: 0.8133 time: 1.6351s
Epoch: 0269 loss_train: 0.7246 acc_train: 0.7929 loss_val: 0.7249 acc_val: 0.8167 time: 1.3740s
Epoch: 0270 loss_train: 0.6376 acc_train: 0.8286 loss_val: 0.7245 acc_val: 0.8167 time: 0.9860s
Epoch: 0271 loss_train: 0.7718 acc_train: 0.7929 loss_val: 0.7241 acc_val: 0.8167 time: 0.7642s
Epoch: 0272 loss_train: 0.7242 acc_train: 0.8429 loss_val: 0.7238 acc_val: 0.8133 time: 0.7264s
Epoch: 0273 loss_train: 0.6835 acc_train: 0.8143 loss_val: 0.7232 acc_val: 0.8133 time: 0.6881s
Epoch: 0274 loss_train: 0.7417 acc_train: 0.7857 loss_val: 0.7226 acc_val: 0.8133 time: 0.7193s
Epoch: 0275 loss_train: 0.6669 acc_train: 0.8357 loss_val: 0.7221 acc_val: 0.8133 time: 0.8587s
Epoch: 0276 loss_train: 0.6750 acc_train: 0.8357 loss_val: 0.7219 acc_val: 0.8133 time: 0.7913s
Epoch: 0277 loss_train: 0.7899 acc_train: 0.7857 loss_val: 0.7216 acc_val: 0.8133 time: 0.8294s
Epoch: 0278 loss_train: 0.7842 acc_train: 0.7714 loss_val: 0.7213 acc_val: 0.8133 time: 1.1692s
Epoch: 0279 loss_train: 0.7061 acc_train: 0.7857 loss_val: 0.7211 acc_val: 0.8133 time: 1.2547s
Epoch: 0280 loss_train: 0.6606 acc_train: 0.8214 loss_val: 0.7206 acc_val: 0.8133 time: 1.0305s
Epoch: 0281 loss_train: 0.6325 acc_train: 0.8286 loss_val: 0.7201 acc_val: 0.8133 time: 1.3590s
Epoch: 0282 loss_train: 0.7120 acc_train: 0.8143 loss_val: 0.7197 acc_val: 0.8133 time: 1.4956s
Epoch: 0283 loss_train: 0.7417 acc_train: 0.8071 loss_val: 0.7194 acc_val: 0.8133 time: 1.2411s
Epoch: 0284 loss_train: 0.6270 acc_train: 0.8071 loss_val: 0.7189 acc_val: 0.8133 time: 0.8414s
Epoch: 0285 loss_train: 0.6772 acc_train: 0.7857 loss_val: 0.7184 acc_val: 0.8133 time: 0.8057s
Epoch: 0286 loss_train: 0.7490 acc_train: 0.7643 loss_val: 0.7179 acc_val: 0.8167 time: 1.7111s
Epoch: 0287 loss_train: 0.6900 acc_train: 0.8143 loss_val: 0.7175 acc_val: 0.8167 time: 1.6124s
Epoch: 0288 loss_train: 0.7708 acc_train: 0.7643 loss_val: 0.7169 acc_val: 0.8167 time: 1.5709s
Epoch: 0289 loss_train: 0.6990 acc_train: 0.7857 loss_val: 0.7163 acc_val: 0.8167 time: 1.4515s
Epoch: 0290 loss_train: 0.6542 acc_train: 0.8357 loss_val: 0.7159 acc_val: 0.8133 time: 1.4771s
Epoch: 0291 loss_train: 0.7217 acc_train: 0.8000 loss_val: 0.7157 acc_val: 0.8133 time: 2.2087s
Epoch: 0292 loss_train: 0.6585 acc_train: 0.8429 loss_val: 0.7156 acc_val: 0.8133 time: 1.2714s
Epoch: 0293 loss_train: 0.6696 acc_train: 0.8071 loss_val: 0.7154 acc_val: 0.8133 time: 1.5145s
Epoch: 0294 loss_train: 0.6715 acc_train: 0.7786 loss_val: 0.7154 acc_val: 0.8133 time: 1.5714s
Epoch: 0295 loss_train: 0.5779 acc_train: 0.8571 loss_val: 0.7152 acc_val: 0.8133 time: 1.4123s
Epoch: 0296 loss_train: 0.7220 acc_train: 0.7929 loss_val: 0.7146 acc_val: 0.8133 time: 1.2126s
Epoch: 0297 loss_train: 0.7232 acc_train: 0.8143 loss_val: 0.7138 acc_val: 0.8167 time: 0.7853s
Epoch: 0298 loss_train: 0.6659 acc_train: 0.8357 loss_val: 0.7130 acc_val: 0.8167 time: 1.1803s
Epoch: 0299 loss_train: 0.7128 acc_train: 0.7429 loss_val: 0.7124 acc_val: 0.8167 time: 1.1509s
Epoch: 0300 loss_train: 0.7207 acc_train: 0.7857 loss_val: 0.7120 acc_val: 0.8167 time: 1.1264s
Epoch: 0301 loss_train: 0.6384 acc_train: 0.8500 loss_val: 0.7116 acc_val: 0.8167 time: 1.5567s
Epoch: 0302 loss_train: 0.6798 acc_train: 0.7929 loss_val: 0.7113 acc_val: 0.8200 time: 1.2625s
Epoch: 0303 loss_train: 0.7284 acc_train: 0.7571 loss_val: 0.7110 acc_val: 0.8200 time: 1.5335s
Epoch: 0304 loss_train: 0.6108 acc_train: 0.8286 loss_val: 0.7108 acc_val: 0.8200 time: 0.8620s
Epoch: 0305 loss_train: 0.6577 acc_train: 0.8143 loss_val: 0.7106 acc_val: 0.8200 time: 1.1779s
Epoch: 0306 loss_train: 0.6788 acc_train: 0.8071 loss_val: 0.7105 acc_val: 0.8167 time: 1.2004s
Epoch: 0307 loss_train: 0.6049 acc_train: 0.8071 loss_val: 0.7103 acc_val: 0.8167 time: 1.0513s
Epoch: 0308 loss_train: 0.6997 acc_train: 0.8071 loss_val: 0.7101 acc_val: 0.8167 time: 1.1409s
Epoch: 0309 loss_train: 0.7409 acc_train: 0.8071 loss_val: 0.7099 acc_val: 0.8167 time: 1.4120s
Epoch: 0310 loss_train: 0.6305 acc_train: 0.8286 loss_val: 0.7096 acc_val: 0.8167 time: 1.5616s
Epoch: 0311 loss_train: 0.6799 acc_train: 0.8214 loss_val: 0.7093 acc_val: 0.8200 time: 0.7625s
Epoch: 0312 loss_train: 0.7341 acc_train: 0.8000 loss_val: 0.7094 acc_val: 0.8167 time: 1.0092s
Epoch: 0313 loss_train: 0.6521 acc_train: 0.8071 loss_val: 0.7095 acc_val: 0.8167 time: 1.5061s
Epoch: 0314 loss_train: 0.6348 acc_train: 0.7929 loss_val: 0.7095 acc_val: 0.8167 time: 1.2920s
Epoch: 0315 loss_train: 0.6887 acc_train: 0.8071 loss_val: 0.7095 acc_val: 0.8167 time: 1.4161s
Epoch: 0316 loss_train: 0.6781 acc_train: 0.7714 loss_val: 0.7096 acc_val: 0.8167 time: 1.4601s
Epoch: 0317 loss_train: 0.5961 acc_train: 0.8571 loss_val: 0.7095 acc_val: 0.8167 time: 1.5152s
Epoch: 0318 loss_train: 0.6974 acc_train: 0.8143 loss_val: 0.7094 acc_val: 0.8167 time: 1.0042s
Epoch: 0319 loss_train: 0.7297 acc_train: 0.7786 loss_val: 0.7094 acc_val: 0.8167 time: 1.4675s
Epoch: 0320 loss_train: 0.7218 acc_train: 0.8071 loss_val: 0.7091 acc_val: 0.8167 time: 1.7640s
Epoch: 0321 loss_train: 0.7668 acc_train: 0.7643 loss_val: 0.7087 acc_val: 0.8167 time: 2.1321s
Epoch: 0322 loss_train: 0.6192 acc_train: 0.8357 loss_val: 0.7082 acc_val: 0.8167 time: 2.0029s
Epoch: 0323 loss_train: 0.6570 acc_train: 0.8143 loss_val: 0.7074 acc_val: 0.8167 time: 1.6758s
Epoch: 0324 loss_train: 0.6449 acc_train: 0.8500 loss_val: 0.7068 acc_val: 0.8167 time: 0.8876s
Epoch: 0325 loss_train: 0.7263 acc_train: 0.8000 loss_val: 0.7066 acc_val: 0.8200 time: 1.0521s
Epoch: 0326 loss_train: 0.7088 acc_train: 0.7929 loss_val: 0.7063 acc_val: 0.8200 time: 1.3138s
Epoch: 0327 loss_train: 0.6597 acc_train: 0.8286 loss_val: 0.7059 acc_val: 0.8167 time: 1.3015s
Epoch: 0328 loss_train: 0.5742 acc_train: 0.8571 loss_val: 0.7054 acc_val: 0.8167 time: 1.3541s
Epoch: 0329 loss_train: 0.6481 acc_train: 0.8000 loss_val: 0.7048 acc_val: 0.8167 time: 0.9866s
Epoch: 0330 loss_train: 0.5239 acc_train: 0.8500 loss_val: 0.7045 acc_val: 0.8167 time: 1.0102s
Epoch: 0331 loss_train: 0.7038 acc_train: 0.7643 loss_val: 0.7038 acc_val: 0.8167 time: 0.7690s
Epoch: 0332 loss_train: 0.6268 acc_train: 0.8214 loss_val: 0.7033 acc_val: 0.8167 time: 1.2266s
Epoch: 0333 loss_train: 0.6961 acc_train: 0.7786 loss_val: 0.7030 acc_val: 0.8167 time: 1.6530s
Epoch: 0334 loss_train: 0.6624 acc_train: 0.7714 loss_val: 0.7030 acc_val: 0.8167 time: 1.4279s
Epoch: 0335 loss_train: 0.6995 acc_train: 0.7643 loss_val: 0.7029 acc_val: 0.8167 time: 1.6168s
Epoch: 0336 loss_train: 0.6141 acc_train: 0.8071 loss_val: 0.7031 acc_val: 0.8167 time: 2.8947s
Epoch: 0337 loss_train: 0.7695 acc_train: 0.7714 loss_val: 0.7034 acc_val: 0.8200 time: 1.6928s
Epoch: 0338 loss_train: 0.6945 acc_train: 0.7857 loss_val: 0.7035 acc_val: 0.8200 time: 1.4835s
Epoch: 0339 loss_train: 0.6904 acc_train: 0.8143 loss_val: 0.7040 acc_val: 0.8167 time: 1.2664s
Epoch: 0340 loss_train: 0.6856 acc_train: 0.7929 loss_val: 0.7047 acc_val: 0.8167 time: 1.6405s
Epoch: 0341 loss_train: 0.6897 acc_train: 0.7857 loss_val: 0.7052 acc_val: 0.8167 time: 1.2540s
Epoch: 0342 loss_train: 0.6541 acc_train: 0.8143 loss_val: 0.7053 acc_val: 0.8167 time: 1.2708s
Epoch: 0343 loss_train: 0.6637 acc_train: 0.8143 loss_val: 0.7053 acc_val: 0.8167 time: 1.1250s
Epoch: 0344 loss_train: 0.6118 acc_train: 0.8429 loss_val: 0.7055 acc_val: 0.8167 time: 0.8126s
Epoch: 0345 loss_train: 0.7075 acc_train: 0.8071 loss_val: 0.7056 acc_val: 0.8167 time: 0.9269s
Epoch: 0346 loss_train: 0.7509 acc_train: 0.7500 loss_val: 0.7056 acc_val: 0.8167 time: 1.0159s
Epoch: 0347 loss_train: 0.6181 acc_train: 0.8214 loss_val: 0.7054 acc_val: 0.8167 time: 1.3411s
Epoch: 0348 loss_train: 0.6752 acc_train: 0.8143 loss_val: 0.7046 acc_val: 0.8200 time: 1.1665s
Epoch: 0349 loss_train: 0.5814 acc_train: 0.8571 loss_val: 0.7036 acc_val: 0.8267 time: 1.4125s
Epoch: 0350 loss_train: 0.5514 acc_train: 0.8714 loss_val: 0.7024 acc_val: 0.8267 time: 1.2189s
Epoch: 0351 loss_train: 0.7019 acc_train: 0.7786 loss_val: 0.7015 acc_val: 0.8267 time: 0.7640s
Epoch: 0352 loss_train: 0.6710 acc_train: 0.8286 loss_val: 0.7007 acc_val: 0.8267 time: 0.8084s
Epoch: 0353 loss_train: 0.5230 acc_train: 0.8857 loss_val: 0.7002 acc_val: 0.8233 time: 1.1185s
Epoch: 0354 loss_train: 0.7835 acc_train: 0.7429 loss_val: 0.6997 acc_val: 0.8233 time: 1.3913s
Epoch: 0355 loss_train: 0.6434 acc_train: 0.8000 loss_val: 0.6994 acc_val: 0.8267 time: 1.6022s
Epoch: 0356 loss_train: 0.6892 acc_train: 0.7857 loss_val: 0.6990 acc_val: 0.8267 time: 1.3228s
Epoch: 0357 loss_train: 0.6231 acc_train: 0.8071 loss_val: 0.6985 acc_val: 0.8267 time: 1.1283s
Epoch: 0358 loss_train: 0.6150 acc_train: 0.8357 loss_val: 0.6978 acc_val: 0.8267 time: 0.7964s
Epoch: 0359 loss_train: 0.6656 acc_train: 0.7929 loss_val: 0.6971 acc_val: 0.8267 time: 0.6358s
Epoch: 0360 loss_train: 0.5980 acc_train: 0.8429 loss_val: 0.6967 acc_val: 0.8267 time: 0.6346s
Epoch: 0361 loss_train: 0.7390 acc_train: 0.7643 loss_val: 0.6962 acc_val: 0.8267 time: 0.6104s
Epoch: 0362 loss_train: 0.6661 acc_train: 0.8000 loss_val: 0.6956 acc_val: 0.8267 time: 0.7472s
Epoch: 0363 loss_train: 0.6563 acc_train: 0.8357 loss_val: 0.6948 acc_val: 0.8300 time: 0.8974s
Epoch: 0364 loss_train: 0.6271 acc_train: 0.8571 loss_val: 0.6940 acc_val: 0.8267 time: 1.4782s
Epoch: 0365 loss_train: 0.6932 acc_train: 0.8214 loss_val: 0.6932 acc_val: 0.8267 time: 1.1652s
Epoch: 0366 loss_train: 0.6390 acc_train: 0.8143 loss_val: 0.6925 acc_val: 0.8267 time: 2.1128s
Epoch: 0367 loss_train: 0.7069 acc_train: 0.8143 loss_val: 0.6920 acc_val: 0.8267 time: 1.2728s
Epoch: 0368 loss_train: 0.6801 acc_train: 0.8143 loss_val: 0.6917 acc_val: 0.8267 time: 1.8419s
Epoch: 0369 loss_train: 0.6125 acc_train: 0.8357 loss_val: 0.6915 acc_val: 0.8267 time: 1.1959s
Epoch: 0370 loss_train: 0.6272 acc_train: 0.8357 loss_val: 0.6910 acc_val: 0.8267 time: 0.8563s
Epoch: 0371 loss_train: 0.5483 acc_train: 0.8500 loss_val: 0.6904 acc_val: 0.8267 time: 0.9838s
Epoch: 0372 loss_train: 0.7191 acc_train: 0.7857 loss_val: 0.6897 acc_val: 0.8267 time: 0.6590s
Epoch: 0373 loss_train: 0.7573 acc_train: 0.8000 loss_val: 0.6890 acc_val: 0.8267 time: 1.2135s
Epoch: 0374 loss_train: 0.6230 acc_train: 0.8214 loss_val: 0.6884 acc_val: 0.8300 time: 1.0460s
Epoch: 0375 loss_train: 0.6234 acc_train: 0.8500 loss_val: 0.6878 acc_val: 0.8267 time: 1.2387s
Epoch: 0376 loss_train: 0.7962 acc_train: 0.7357 loss_val: 0.6872 acc_val: 0.8233 time: 1.2614s
Epoch: 0377 loss_train: 0.6791 acc_train: 0.8000 loss_val: 0.6866 acc_val: 0.8233 time: 1.0702s
Epoch: 0378 loss_train: 0.6050 acc_train: 0.8429 loss_val: 0.6859 acc_val: 0.8267 time: 1.0591s
Epoch: 0379 loss_train: 0.5682 acc_train: 0.8500 loss_val: 0.6853 acc_val: 0.8267 time: 1.8531s
Epoch: 0380 loss_train: 0.7378 acc_train: 0.7929 loss_val: 0.6845 acc_val: 0.8267 time: 0.9041s
Epoch: 0381 loss_train: 0.7053 acc_train: 0.7857 loss_val: 0.6838 acc_val: 0.8267 time: 0.8269s
Epoch: 0382 loss_train: 0.7630 acc_train: 0.7429 loss_val: 0.6831 acc_val: 0.8267 time: 1.0559s
Epoch: 0383 loss_train: 0.6205 acc_train: 0.8143 loss_val: 0.6827 acc_val: 0.8267 time: 1.2542s
Epoch: 0384 loss_train: 0.4673 acc_train: 0.8714 loss_val: 0.6822 acc_val: 0.8267 time: 0.9779s
Epoch: 0385 loss_train: 0.7053 acc_train: 0.8143 loss_val: 0.6815 acc_val: 0.8300 time: 1.2229s
Epoch: 0386 loss_train: 0.5722 acc_train: 0.8429 loss_val: 0.6808 acc_val: 0.8300 time: 2.4872s
Epoch: 0387 loss_train: 0.6375 acc_train: 0.8429 loss_val: 0.6804 acc_val: 0.8300 time: 0.9463s
Epoch: 0388 loss_train: 0.6965 acc_train: 0.7714 loss_val: 0.6798 acc_val: 0.8300 time: 1.0318s
Epoch: 0389 loss_train: 0.6401 acc_train: 0.8143 loss_val: 0.6793 acc_val: 0.8300 time: 1.3259s
Epoch: 0390 loss_train: 0.6390 acc_train: 0.8000 loss_val: 0.6787 acc_val: 0.8300 time: 1.0610s
Epoch: 0391 loss_train: 0.5799 acc_train: 0.8500 loss_val: 0.6782 acc_val: 0.8300 time: 1.3172s
Epoch: 0392 loss_train: 0.6718 acc_train: 0.8357 loss_val: 0.6774 acc_val: 0.8267 time: 1.1359s
Epoch: 0393 loss_train: 0.7237 acc_train: 0.8071 loss_val: 0.6767 acc_val: 0.8267 time: 1.4180s
Epoch: 0394 loss_train: 0.7335 acc_train: 0.7429 loss_val: 0.6762 acc_val: 0.8267 time: 0.8685s
Epoch: 0395 loss_train: 0.6170 acc_train: 0.8357 loss_val: 0.6759 acc_val: 0.8267 time: 0.8166s
Epoch: 0396 loss_train: 0.6195 acc_train: 0.8429 loss_val: 0.6754 acc_val: 0.8267 time: 0.8903s
Epoch: 0397 loss_train: 0.5734 acc_train: 0.8286 loss_val: 0.6749 acc_val: 0.8267 time: 1.1132s
Epoch: 0398 loss_train: 0.7038 acc_train: 0.7857 loss_val: 0.6745 acc_val: 0.8267 time: 2.1066s
Epoch: 0399 loss_train: 0.5673 acc_train: 0.8429 loss_val: 0.6741 acc_val: 0.8300 time: 1.3973s
Epoch: 0400 loss_train: 0.6982 acc_train: 0.7786 loss_val: 0.6737 acc_val: 0.8300 time: 1.4975s
Epoch: 0401 loss_train: 0.5772 acc_train: 0.8143 loss_val: 0.6736 acc_val: 0.8300 time: 2.0207s
Epoch: 0402 loss_train: 0.7463 acc_train: 0.7571 loss_val: 0.6737 acc_val: 0.8300 time: 1.3054s
Epoch: 0403 loss_train: 0.5706 acc_train: 0.8571 loss_val: 0.6739 acc_val: 0.8233 time: 0.9320s
Epoch: 0404 loss_train: 0.5215 acc_train: 0.8500 loss_val: 0.6745 acc_val: 0.8267 time: 1.6306s
Epoch: 0405 loss_train: 0.6326 acc_train: 0.8214 loss_val: 0.6749 acc_val: 0.8267 time: 2.1667s
Epoch: 0406 loss_train: 0.6199 acc_train: 0.8286 loss_val: 0.6755 acc_val: 0.8300 time: 1.0791s
Epoch: 0407 loss_train: 0.5861 acc_train: 0.8714 loss_val: 0.6759 acc_val: 0.8267 time: 0.8667s
Epoch: 0408 loss_train: 0.6516 acc_train: 0.8429 loss_val: 0.6761 acc_val: 0.8267 time: 1.1095s
Epoch: 0409 loss_train: 0.6381 acc_train: 0.8071 loss_val: 0.6768 acc_val: 0.8267 time: 0.9996s
Epoch: 0410 loss_train: 0.6341 acc_train: 0.7929 loss_val: 0.6774 acc_val: 0.8267 time: 1.2204s
Epoch: 0411 loss_train: 0.5524 acc_train: 0.8714 loss_val: 0.6777 acc_val: 0.8267 time: 1.5148s
Epoch: 0412 loss_train: 0.6152 acc_train: 0.8500 loss_val: 0.6779 acc_val: 0.8233 time: 1.5169s
Epoch: 0413 loss_train: 0.6499 acc_train: 0.7929 loss_val: 0.6779 acc_val: 0.8233 time: 1.0467s
Epoch: 0414 loss_train: 0.6097 acc_train: 0.8143 loss_val: 0.6778 acc_val: 0.8233 time: 1.1622s
Epoch: 0415 loss_train: 0.6496 acc_train: 0.8000 loss_val: 0.6778 acc_val: 0.8233 time: 1.3315s
Epoch: 0416 loss_train: 0.5600 acc_train: 0.8357 loss_val: 0.6780 acc_val: 0.8233 time: 1.5806s
Epoch: 0417 loss_train: 0.6329 acc_train: 0.8071 loss_val: 0.6783 acc_val: 0.8233 time: 1.2422s
Epoch: 0418 loss_train: 0.5761 acc_train: 0.8429 loss_val: 0.6788 acc_val: 0.8233 time: 1.1131s
Epoch: 0419 loss_train: 0.6461 acc_train: 0.8143 loss_val: 0.6794 acc_val: 0.8267 time: 1.0658s
Epoch: 0420 loss_train: 0.7353 acc_train: 0.7857 loss_val: 0.6800 acc_val: 0.8267 time: 1.0924s
Epoch: 0421 loss_train: 0.6347 acc_train: 0.8429 loss_val: 0.6803 acc_val: 0.8267 time: 1.2685s
Epoch: 0422 loss_train: 0.6459 acc_train: 0.7857 loss_val: 0.6804 acc_val: 0.8233 time: 0.9177s
Epoch: 0423 loss_train: 0.6870 acc_train: 0.8143 loss_val: 0.6803 acc_val: 0.8233 time: 1.0387s
Epoch: 0424 loss_train: 0.5947 acc_train: 0.8357 loss_val: 0.6801 acc_val: 0.8233 time: 1.1757s
Epoch: 0425 loss_train: 0.5474 acc_train: 0.8429 loss_val: 0.6796 acc_val: 0.8233 time: 1.0905s
Epoch: 0426 loss_train: 0.6774 acc_train: 0.8071 loss_val: 0.6790 acc_val: 0.8267 time: 0.9237s
Epoch: 0427 loss_train: 0.6415 acc_train: 0.8286 loss_val: 0.6784 acc_val: 0.8267 time: 1.2604s
Epoch: 0428 loss_train: 0.6398 acc_train: 0.7929 loss_val: 0.6775 acc_val: 0.8233 time: 1.4624s
Epoch: 0429 loss_train: 0.6561 acc_train: 0.8071 loss_val: 0.6768 acc_val: 0.8267 time: 1.2215s
Epoch: 0430 loss_train: 0.5812 acc_train: 0.8357 loss_val: 0.6761 acc_val: 0.8233 time: 1.0966s
Epoch: 0431 loss_train: 0.6300 acc_train: 0.8286 loss_val: 0.6755 acc_val: 0.8233 time: 0.7919s
Epoch: 0432 loss_train: 0.7130 acc_train: 0.7857 loss_val: 0.6751 acc_val: 0.8267 time: 1.0232s
Epoch: 0433 loss_train: 0.6513 acc_train: 0.8071 loss_val: 0.6748 acc_val: 0.8267 time: 1.5167s
Epoch: 0434 loss_train: 0.5634 acc_train: 0.8571 loss_val: 0.6745 acc_val: 0.8267 time: 2.9682s
Epoch: 0435 loss_train: 0.6284 acc_train: 0.8071 loss_val: 0.6740 acc_val: 0.8267 time: 0.7848s
Epoch: 0436 loss_train: 0.5821 acc_train: 0.8429 loss_val: 0.6736 acc_val: 0.8233 time: 1.2416s
Epoch: 0437 loss_train: 0.6033 acc_train: 0.8143 loss_val: 0.6731 acc_val: 0.8233 time: 1.3419s
Epoch: 0438 loss_train: 0.6228 acc_train: 0.8357 loss_val: 0.6725 acc_val: 0.8267 time: 1.6692s
Epoch: 0439 loss_train: 0.6381 acc_train: 0.8071 loss_val: 0.6718 acc_val: 0.8200 time: 1.1280s
Epoch: 0440 loss_train: 0.6653 acc_train: 0.7714 loss_val: 0.6710 acc_val: 0.8200 time: 1.0371s
Epoch: 0441 loss_train: 0.5607 acc_train: 0.8571 loss_val: 0.6703 acc_val: 0.8200 time: 1.1471s
Epoch: 0442 loss_train: 0.7053 acc_train: 0.7714 loss_val: 0.6699 acc_val: 0.8200 time: 0.8315s
Epoch: 0443 loss_train: 0.6519 acc_train: 0.8143 loss_val: 0.6696 acc_val: 0.8200 time: 0.9680s
Epoch: 0444 loss_train: 0.6683 acc_train: 0.8357 loss_val: 0.6692 acc_val: 0.8167 time: 1.3217s
Epoch: 0445 loss_train: 0.5464 acc_train: 0.8357 loss_val: 0.6688 acc_val: 0.8167 time: 1.3307s
Epoch: 0446 loss_train: 0.6522 acc_train: 0.7857 loss_val: 0.6686 acc_val: 0.8167 time: 0.9730s
Epoch: 0447 loss_train: 0.6685 acc_train: 0.7929 loss_val: 0.6684 acc_val: 0.8167 time: 1.2516s
Epoch: 0448 loss_train: 0.6649 acc_train: 0.8071 loss_val: 0.6684 acc_val: 0.8167 time: 1.1256s
Epoch: 0449 loss_train: 0.6872 acc_train: 0.8000 loss_val: 0.6686 acc_val: 0.8167 time: 1.4241s
Epoch: 0450 loss_train: 0.5754 acc_train: 0.8500 loss_val: 0.6687 acc_val: 0.8167 time: 1.1922s
Epoch: 0451 loss_train: 0.6185 acc_train: 0.8500 loss_val: 0.6686 acc_val: 0.8167 time: 0.9878s
Epoch: 0452 loss_train: 0.6622 acc_train: 0.8143 loss_val: 0.6685 acc_val: 0.8167 time: 0.8377s
Epoch: 0453 loss_train: 0.6593 acc_train: 0.8000 loss_val: 0.6685 acc_val: 0.8167 time: 0.9521s
Epoch: 0454 loss_train: 0.6095 acc_train: 0.8071 loss_val: 0.6687 acc_val: 0.8167 time: 1.2045s
Epoch: 0455 loss_train: 0.6135 acc_train: 0.8500 loss_val: 0.6688 acc_val: 0.8167 time: 1.2033s
Epoch: 0456 loss_train: 0.6468 acc_train: 0.8000 loss_val: 0.6690 acc_val: 0.8133 time: 0.9184s
Epoch: 0457 loss_train: 0.6251 acc_train: 0.7857 loss_val: 0.6696 acc_val: 0.8133 time: 0.8689s
Epoch: 0458 loss_train: 0.6907 acc_train: 0.7857 loss_val: 0.6702 acc_val: 0.8133 time: 0.6906s
Epoch: 0459 loss_train: 0.6735 acc_train: 0.8071 loss_val: 0.6710 acc_val: 0.8133 time: 0.7602s
Epoch: 0460 loss_train: 0.6109 acc_train: 0.8214 loss_val: 0.6719 acc_val: 0.8100 time: 0.8063s
Epoch: 0461 loss_train: 0.6420 acc_train: 0.8143 loss_val: 0.6724 acc_val: 0.8100 time: 0.7004s
Epoch: 0462 loss_train: 0.5985 acc_train: 0.8214 loss_val: 0.6729 acc_val: 0.8100 time: 0.7756s
Epoch: 0463 loss_train: 0.6532 acc_train: 0.8143 loss_val: 0.6733 acc_val: 0.8067 time: 0.7232s
Epoch: 0464 loss_train: 0.5949 acc_train: 0.8714 loss_val: 0.6737 acc_val: 0.8067 time: 0.7524s
Epoch: 0465 loss_train: 0.6820 acc_train: 0.7357 loss_val: 0.6740 acc_val: 0.8067 time: 0.8286s
Epoch: 0466 loss_train: 0.7375 acc_train: 0.7786 loss_val: 0.6745 acc_val: 0.8067 time: 0.6614s
Epoch: 0467 loss_train: 0.6185 acc_train: 0.8214 loss_val: 0.6751 acc_val: 0.8067 time: 0.7959s
Epoch: 0468 loss_train: 0.6556 acc_train: 0.8000 loss_val: 0.6754 acc_val: 0.8067 time: 0.8189s
Epoch: 0469 loss_train: 0.7178 acc_train: 0.8143 loss_val: 0.6756 acc_val: 0.8067 time: 0.8180s
Epoch: 0470 loss_train: 0.5671 acc_train: 0.8500 loss_val: 0.6757 acc_val: 0.8067 time: 0.7522s
Epoch: 0471 loss_train: 0.6147 acc_train: 0.8071 loss_val: 0.6762 acc_val: 0.8067 time: 0.6699s
Epoch: 0472 loss_train: 0.5720 acc_train: 0.8429 loss_val: 0.6766 acc_val: 0.8067 time: 0.6886s
Epoch: 0473 loss_train: 0.6349 acc_train: 0.8571 loss_val: 0.6767 acc_val: 0.8067 time: 0.7047s
Epoch: 0474 loss_train: 0.5467 acc_train: 0.8714 loss_val: 0.6771 acc_val: 0.8067 time: 0.6455s
Epoch: 0475 loss_train: 0.7259 acc_train: 0.7929 loss_val: 0.6773 acc_val: 0.8133 time: 0.6499s
Epoch: 0476 loss_train: 0.6429 acc_train: 0.8429 loss_val: 0.6775 acc_val: 0.8133 time: 0.9059s
Epoch: 0477 loss_train: 0.5709 acc_train: 0.8357 loss_val: 0.6773 acc_val: 0.8133 time: 0.9482s
Epoch: 0478 loss_train: 0.6694 acc_train: 0.7714 loss_val: 0.6771 acc_val: 0.8133 time: 0.7810s
Epoch: 0479 loss_train: 0.5437 acc_train: 0.8643 loss_val: 0.6766 acc_val: 0.8133 time: 0.6981s
Epoch: 0480 loss_train: 0.5670 acc_train: 0.8571 loss_val: 0.6760 acc_val: 0.8133 time: 0.7471s
Epoch: 0481 loss_train: 0.6493 acc_train: 0.8286 loss_val: 0.6753 acc_val: 0.8133 time: 0.7921s
Epoch: 0482 loss_train: 0.6397 acc_train: 0.8357 loss_val: 0.6743 acc_val: 0.8133 time: 1.2106s
Epoch: 0483 loss_train: 0.6741 acc_train: 0.7929 loss_val: 0.6733 acc_val: 0.8133 time: 1.2076s
Epoch: 0484 loss_train: 0.6509 acc_train: 0.8286 loss_val: 0.6722 acc_val: 0.8167 time: 1.4154s
Epoch: 0485 loss_train: 0.5650 acc_train: 0.8500 loss_val: 0.6711 acc_val: 0.8167 time: 1.2335s
Epoch: 0486 loss_train: 0.6748 acc_train: 0.8429 loss_val: 0.6701 acc_val: 0.8133 time: 1.3969s
Epoch: 0487 loss_train: 0.7250 acc_train: 0.7929 loss_val: 0.6692 acc_val: 0.8133 time: 0.8604s
Epoch: 0488 loss_train: 0.6583 acc_train: 0.8214 loss_val: 0.6683 acc_val: 0.8133 time: 0.7270s
Epoch: 0489 loss_train: 0.6857 acc_train: 0.7786 loss_val: 0.6676 acc_val: 0.8167 time: 0.6173s
Epoch: 0490 loss_train: 0.5530 acc_train: 0.8429 loss_val: 0.6669 acc_val: 0.8200 time: 0.6078s
Epoch: 0491 loss_train: 0.6267 acc_train: 0.8000 loss_val: 0.6663 acc_val: 0.8200 time: 0.6466s
Epoch: 0492 loss_train: 0.6012 acc_train: 0.8571 loss_val: 0.6659 acc_val: 0.8233 time: 0.7038s
Epoch: 0493 loss_train: 0.6325 acc_train: 0.8000 loss_val: 0.6659 acc_val: 0.8233 time: 0.7945s
Epoch: 0494 loss_train: 0.6039 acc_train: 0.8143 loss_val: 0.6659 acc_val: 0.8233 time: 0.7722s
Epoch: 0495 loss_train: 0.5076 acc_train: 0.8500 loss_val: 0.6660 acc_val: 0.8233 time: 0.8165s
Epoch: 0496 loss_train: 0.6237 acc_train: 0.8214 loss_val: 0.6662 acc_val: 0.8233 time: 1.0056s
Epoch: 0497 loss_train: 0.5929 acc_train: 0.8571 loss_val: 0.6664 acc_val: 0.8200 time: 0.7489s
Epoch: 0498 loss_train: 0.6254 acc_train: 0.7857 loss_val: 0.6667 acc_val: 0.8200 time: 0.7950s
Epoch: 0499 loss_train: 0.5604 acc_train: 0.8429 loss_val: 0.6669 acc_val: 0.8200 time: 0.7644s
Epoch: 0500 loss_train: 0.5951 acc_train: 0.8357 loss_val: 0.6670 acc_val: 0.8200 time: 0.6581s
Epoch: 0501 loss_train: 0.5854 acc_train: 0.8214 loss_val: 0.6670 acc_val: 0.8200 time: 0.6153s
Epoch: 0502 loss_train: 0.7260 acc_train: 0.7786 loss_val: 0.6670 acc_val: 0.8200 time: 0.6142s
Epoch: 0503 loss_train: 0.5238 acc_train: 0.8643 loss_val: 0.6671 acc_val: 0.8200 time: 0.6913s
Epoch: 0504 loss_train: 0.5746 acc_train: 0.8429 loss_val: 0.6672 acc_val: 0.8200 time: 0.8800s
Epoch: 0505 loss_train: 0.7418 acc_train: 0.7857 loss_val: 0.6674 acc_val: 0.8200 time: 0.7652s
Epoch: 0506 loss_train: 0.5696 acc_train: 0.8571 loss_val: 0.6676 acc_val: 0.8200 time: 0.6513s
Epoch: 0507 loss_train: 0.7379 acc_train: 0.7357 loss_val: 0.6679 acc_val: 0.8200 time: 0.6316s
Epoch: 0508 loss_train: 0.5074 acc_train: 0.8643 loss_val: 0.6682 acc_val: 0.8200 time: 0.6527s
Epoch: 0509 loss_train: 0.5672 acc_train: 0.8214 loss_val: 0.6684 acc_val: 0.8200 time: 0.7996s
Epoch: 0510 loss_train: 0.7370 acc_train: 0.7571 loss_val: 0.6688 acc_val: 0.8200 time: 0.8003s
Epoch: 0511 loss_train: 0.5788 acc_train: 0.8571 loss_val: 0.6694 acc_val: 0.8200 time: 0.7060s
Epoch: 0512 loss_train: 0.6404 acc_train: 0.8643 loss_val: 0.6702 acc_val: 0.8167 time: 0.6114s
Epoch: 0513 loss_train: 0.7118 acc_train: 0.7714 loss_val: 0.6711 acc_val: 0.8167 time: 0.6507s
Epoch: 0514 loss_train: 0.6014 acc_train: 0.8071 loss_val: 0.6723 acc_val: 0.8133 time: 0.6497s
Epoch: 0515 loss_train: 0.4898 acc_train: 0.8714 loss_val: 0.6732 acc_val: 0.8133 time: 0.7885s
Epoch: 0516 loss_train: 0.6263 acc_train: 0.8214 loss_val: 0.6743 acc_val: 0.8133 time: 0.7939s
Epoch: 0517 loss_train: 0.7393 acc_train: 0.7857 loss_val: 0.6753 acc_val: 0.8133 time: 0.7300s
Epoch: 0518 loss_train: 0.7304 acc_train: 0.7500 loss_val: 0.6765 acc_val: 0.8133 time: 0.6247s
Epoch: 0519 loss_train: 0.6163 acc_train: 0.8286 loss_val: 0.6770 acc_val: 0.8133 time: 0.7281s
Epoch: 0520 loss_train: 0.6859 acc_train: 0.7643 loss_val: 0.6780 acc_val: 0.8133 time: 0.8789s
Epoch: 0521 loss_train: 0.6405 acc_train: 0.8071 loss_val: 0.6788 acc_val: 0.8100 time: 0.9810s
Epoch: 0522 loss_train: 0.6465 acc_train: 0.8071 loss_val: 0.6791 acc_val: 0.8100 time: 0.8158s
Epoch: 0523 loss_train: 0.7310 acc_train: 0.7786 loss_val: 0.6793 acc_val: 0.8100 time: 1.0182s
Epoch: 0524 loss_train: 0.6752 acc_train: 0.8000 loss_val: 0.6794 acc_val: 0.8133 time: 0.7999s
Epoch: 0525 loss_train: 0.5023 acc_train: 0.8786 loss_val: 0.6795 acc_val: 0.8133 time: 0.8713s
Epoch: 0526 loss_train: 0.6077 acc_train: 0.8357 loss_val: 0.6791 acc_val: 0.8167 time: 0.7751s
Epoch: 0527 loss_train: 0.7190 acc_train: 0.8071 loss_val: 0.6787 acc_val: 0.8133 time: 0.6242s
Epoch: 0528 loss_train: 0.6482 acc_train: 0.8214 loss_val: 0.6781 acc_val: 0.8133 time: 0.7163s
Epoch: 0529 loss_train: 0.6318 acc_train: 0.8071 loss_val: 0.6774 acc_val: 0.8133 time: 0.7189s
Epoch: 0530 loss_train: 0.6456 acc_train: 0.8500 loss_val: 0.6766 acc_val: 0.8167 time: 0.9503s
Epoch: 0531 loss_train: 0.5839 acc_train: 0.8429 loss_val: 0.6758 acc_val: 0.8167 time: 0.8750s
Epoch: 0532 loss_train: 0.7204 acc_train: 0.7429 loss_val: 0.6749 acc_val: 0.8167 time: 0.7422s
Epoch: 0533 loss_train: 0.5563 acc_train: 0.8429 loss_val: 0.6739 acc_val: 0.8200 time: 0.6672s
Epoch: 0534 loss_train: 0.5913 acc_train: 0.8214 loss_val: 0.6728 acc_val: 0.8200 time: 0.6572s
Epoch: 0535 loss_train: 0.6645 acc_train: 0.8071 loss_val: 0.6715 acc_val: 0.8200 time: 0.8152s
Epoch: 0536 loss_train: 0.6387 acc_train: 0.8071 loss_val: 0.6703 acc_val: 0.8200 time: 0.8751s
Epoch: 0537 loss_train: 0.6911 acc_train: 0.7714 loss_val: 0.6692 acc_val: 0.8200 time: 1.0817s
Epoch: 0538 loss_train: 0.5194 acc_train: 0.8500 loss_val: 0.6682 acc_val: 0.8200 time: 0.8648s
Epoch: 0539 loss_train: 0.6739 acc_train: 0.8000 loss_val: 0.6673 acc_val: 0.8200 time: 0.8943s
Epoch: 0540 loss_train: 0.6398 acc_train: 0.7786 loss_val: 0.6666 acc_val: 0.8200 time: 0.7971s
Epoch: 0541 loss_train: 0.6500 acc_train: 0.8143 loss_val: 0.6660 acc_val: 0.8200 time: 0.8993s
Epoch: 0542 loss_train: 0.6672 acc_train: 0.8143 loss_val: 0.6653 acc_val: 0.8200 time: 0.9355s
Epoch: 0543 loss_train: 0.6922 acc_train: 0.7857 loss_val: 0.6651 acc_val: 0.8200 time: 1.0326s
Epoch: 0544 loss_train: 0.6630 acc_train: 0.8214 loss_val: 0.6646 acc_val: 0.8200 time: 0.9875s
Epoch: 0545 loss_train: 0.6274 acc_train: 0.8429 loss_val: 0.6644 acc_val: 0.8200 time: 0.6788s
Epoch: 0546 loss_train: 0.5955 acc_train: 0.8143 loss_val: 0.6641 acc_val: 0.8233 time: 0.6670s
Epoch: 0547 loss_train: 0.5727 acc_train: 0.8286 loss_val: 0.6638 acc_val: 0.8200 time: 0.6948s
Epoch: 0548 loss_train: 0.5717 acc_train: 0.8429 loss_val: 0.6634 acc_val: 0.8267 time: 0.6616s
Epoch: 0549 loss_train: 0.6342 acc_train: 0.8000 loss_val: 0.6626 acc_val: 0.8267 time: 0.6779s
Epoch: 0550 loss_train: 0.6162 acc_train: 0.8357 loss_val: 0.6621 acc_val: 0.8267 time: 0.8458s
Epoch: 0551 loss_train: 0.6360 acc_train: 0.8357 loss_val: 0.6618 acc_val: 0.8267 time: 0.9981s
Epoch: 0552 loss_train: 0.6120 acc_train: 0.8286 loss_val: 0.6613 acc_val: 0.8267 time: 1.0561s
Epoch: 0553 loss_train: 0.5007 acc_train: 0.8786 loss_val: 0.6609 acc_val: 0.8267 time: 1.1190s
Epoch: 0554 loss_train: 0.6090 acc_train: 0.8357 loss_val: 0.6607 acc_val: 0.8267 time: 1.3896s
Epoch: 0555 loss_train: 0.6036 acc_train: 0.8214 loss_val: 0.6606 acc_val: 0.8233 time: 0.9786s
Epoch: 0556 loss_train: 0.8022 acc_train: 0.7357 loss_val: 0.6606 acc_val: 0.8233 time: 1.0047s
Epoch: 0557 loss_train: 0.6659 acc_train: 0.8357 loss_val: 0.6611 acc_val: 0.8167 time: 1.5345s
Epoch: 0558 loss_train: 0.6091 acc_train: 0.8143 loss_val: 0.6613 acc_val: 0.8167 time: 0.9475s
Epoch: 0559 loss_train: 0.6353 acc_train: 0.8000 loss_val: 0.6617 acc_val: 0.8167 time: 0.9230s
Epoch: 0560 loss_train: 0.5580 acc_train: 0.8357 loss_val: 0.6622 acc_val: 0.8167 time: 0.9026s
Epoch: 0561 loss_train: 0.6372 acc_train: 0.7929 loss_val: 0.6629 acc_val: 0.8200 time: 1.0653s
Epoch: 0562 loss_train: 0.6097 acc_train: 0.8214 loss_val: 0.6636 acc_val: 0.8167 time: 1.3600s
Epoch: 0563 loss_train: 0.5811 acc_train: 0.8214 loss_val: 0.6641 acc_val: 0.8167 time: 1.0101s
Epoch: 0564 loss_train: 0.7412 acc_train: 0.7571 loss_val: 0.6649 acc_val: 0.8200 time: 1.0542s
Epoch: 0565 loss_train: 0.5972 acc_train: 0.8143 loss_val: 0.6657 acc_val: 0.8200 time: 1.3730s
Epoch: 0566 loss_train: 0.5032 acc_train: 0.8571 loss_val: 0.6666 acc_val: 0.8200 time: 1.9953s
Epoch: 0567 loss_train: 0.5987 acc_train: 0.8214 loss_val: 0.6675 acc_val: 0.8200 time: 1.1471s
Epoch: 0568 loss_train: 0.7187 acc_train: 0.7643 loss_val: 0.6683 acc_val: 0.8233 time: 1.2681s
Epoch: 0569 loss_train: 0.6340 acc_train: 0.7643 loss_val: 0.6693 acc_val: 0.8233 time: 1.2471s
Epoch: 0570 loss_train: 0.5899 acc_train: 0.8000 loss_val: 0.6702 acc_val: 0.8233 time: 1.6864s
Epoch: 0571 loss_train: 0.6379 acc_train: 0.8143 loss_val: 0.6712 acc_val: 0.8233 time: 1.1831s
Epoch: 0572 loss_train: 0.6360 acc_train: 0.8286 loss_val: 0.6722 acc_val: 0.8233 time: 0.9256s
Epoch: 0573 loss_train: 0.6164 acc_train: 0.8071 loss_val: 0.6728 acc_val: 0.8233 time: 0.7885s
Epoch: 0574 loss_train: 0.5813 acc_train: 0.8429 loss_val: 0.6731 acc_val: 0.8233 time: 1.3579s
Epoch: 0575 loss_train: 0.6192 acc_train: 0.8571 loss_val: 0.6732 acc_val: 0.8233 time: 1.3334s
Epoch: 0576 loss_train: 0.7214 acc_train: 0.7714 loss_val: 0.6736 acc_val: 0.8233 time: 1.0835s
Epoch: 0577 loss_train: 0.6208 acc_train: 0.8143 loss_val: 0.6738 acc_val: 0.8233 time: 1.3017s
Epoch: 0578 loss_train: 0.5839 acc_train: 0.8357 loss_val: 0.6734 acc_val: 0.8233 time: 1.3983s
Epoch: 0579 loss_train: 0.6272 acc_train: 0.7929 loss_val: 0.6729 acc_val: 0.8233 time: 1.3909s
Epoch: 0580 loss_train: 0.6911 acc_train: 0.7929 loss_val: 0.6721 acc_val: 0.8233 time: 0.9069s
Epoch: 0581 loss_train: 0.6274 acc_train: 0.7929 loss_val: 0.6716 acc_val: 0.8233 time: 1.0831s
Epoch: 0582 loss_train: 0.7109 acc_train: 0.7500 loss_val: 0.6711 acc_val: 0.8233 time: 1.2780s
Epoch: 0583 loss_train: 0.5345 acc_train: 0.8429 loss_val: 0.6706 acc_val: 0.8233 time: 1.4263s
Epoch: 0584 loss_train: 0.6022 acc_train: 0.8071 loss_val: 0.6699 acc_val: 0.8233 time: 1.1403s
Epoch: 0585 loss_train: 0.6424 acc_train: 0.8143 loss_val: 0.6691 acc_val: 0.8233 time: 0.9803s
Epoch: 0586 loss_train: 0.6136 acc_train: 0.8143 loss_val: 0.6685 acc_val: 0.8233 time: 1.5549s
Epoch: 0587 loss_train: 0.5517 acc_train: 0.8286 loss_val: 0.6679 acc_val: 0.8233 time: 0.9341s
Epoch: 0588 loss_train: 0.6011 acc_train: 0.8500 loss_val: 0.6675 acc_val: 0.8233 time: 1.1146s
Epoch: 0589 loss_train: 0.6055 acc_train: 0.8286 loss_val: 0.6669 acc_val: 0.8233 time: 0.7467s
Epoch: 0590 loss_train: 0.5665 acc_train: 0.8143 loss_val: 0.6666 acc_val: 0.8233 time: 0.9094s
Epoch: 0591 loss_train: 0.5459 acc_train: 0.8571 loss_val: 0.6660 acc_val: 0.8267 time: 1.2841s
Epoch: 0592 loss_train: 0.7654 acc_train: 0.7714 loss_val: 0.6654 acc_val: 0.8267 time: 1.4028s
Epoch: 0593 loss_train: 0.6818 acc_train: 0.8071 loss_val: 0.6648 acc_val: 0.8267 time: 1.0913s
Epoch: 0594 loss_train: 0.6020 acc_train: 0.8000 loss_val: 0.6643 acc_val: 0.8233 time: 0.7740s
Epoch: 0595 loss_train: 0.5743 acc_train: 0.8357 loss_val: 0.6641 acc_val: 0.8233 time: 0.7979s
Epoch: 0596 loss_train: 0.6061 acc_train: 0.8286 loss_val: 0.6638 acc_val: 0.8233 time: 1.1939s
Epoch: 0597 loss_train: 0.6756 acc_train: 0.7714 loss_val: 0.6636 acc_val: 0.8233 time: 1.2278s
Epoch: 0598 loss_train: 0.6376 acc_train: 0.8071 loss_val: 0.6633 acc_val: 0.8233 time: 1.2523s
Epoch: 0599 loss_train: 0.5706 acc_train: 0.8357 loss_val: 0.6632 acc_val: 0.8233 time: 1.1392s
Epoch: 0600 loss_train: 0.6270 acc_train: 0.8000 loss_val: 0.6632 acc_val: 0.8233 time: 1.2535s
Epoch: 0601 loss_train: 0.5667 acc_train: 0.8357 loss_val: 0.6630 acc_val: 0.8233 time: 0.8742s
Epoch: 0602 loss_train: 0.5819 acc_train: 0.8500 loss_val: 0.6631 acc_val: 0.8267 time: 0.7691s
Epoch: 0603 loss_train: 0.5602 acc_train: 0.8357 loss_val: 0.6635 acc_val: 0.8267 time: 1.1004s
Epoch: 0604 loss_train: 0.6495 acc_train: 0.8000 loss_val: 0.6637 acc_val: 0.8267 time: 1.2116s
Epoch: 0605 loss_train: 0.6020 acc_train: 0.7929 loss_val: 0.6638 acc_val: 0.8267 time: 1.0562s
Epoch: 0606 loss_train: 0.6172 acc_train: 0.8286 loss_val: 0.6638 acc_val: 0.8267 time: 1.0802s
Epoch: 0607 loss_train: 0.5614 acc_train: 0.8500 loss_val: 0.6636 acc_val: 0.8267 time: 1.1850s
Epoch: 0608 loss_train: 0.7085 acc_train: 0.7714 loss_val: 0.6635 acc_val: 0.8267 time: 1.5615s
Epoch: 0609 loss_train: 0.5243 acc_train: 0.8357 loss_val: 0.6629 acc_val: 0.8267 time: 0.8904s
Epoch: 0610 loss_train: 0.6158 acc_train: 0.8071 loss_val: 0.6626 acc_val: 0.8267 time: 0.8918s
Epoch: 0611 loss_train: 0.6537 acc_train: 0.8071 loss_val: 0.6622 acc_val: 0.8200 time: 0.8934s
Epoch: 0612 loss_train: 0.6543 acc_train: 0.7857 loss_val: 0.6618 acc_val: 0.8200 time: 1.2875s
Epoch: 0613 loss_train: 0.5790 acc_train: 0.8357 loss_val: 0.6613 acc_val: 0.8200 time: 1.1606s
Epoch: 0614 loss_train: 0.6324 acc_train: 0.8214 loss_val: 0.6610 acc_val: 0.8200 time: 1.0479s
Epoch: 0615 loss_train: 0.6343 acc_train: 0.8500 loss_val: 0.6605 acc_val: 0.8167 time: 1.2588s
Epoch: 0616 loss_train: 0.6649 acc_train: 0.8214 loss_val: 0.6599 acc_val: 0.8167 time: 1.3765s
Epoch: 0617 loss_train: 0.5877 acc_train: 0.8214 loss_val: 0.6589 acc_val: 0.8200 time: 0.9982s
Epoch: 0618 loss_train: 0.5253 acc_train: 0.8714 loss_val: 0.6580 acc_val: 0.8200 time: 2.1407s
Epoch: 0619 loss_train: 0.6946 acc_train: 0.8000 loss_val: 0.6572 acc_val: 0.8167 time: 1.6122s
Epoch: 0620 loss_train: 0.5637 acc_train: 0.8429 loss_val: 0.6566 acc_val: 0.8167 time: 1.6953s
Epoch: 0621 loss_train: 0.5445 acc_train: 0.8786 loss_val: 0.6559 acc_val: 0.8167 time: 1.5731s
Epoch: 0622 loss_train: 0.5433 acc_train: 0.8214 loss_val: 0.6555 acc_val: 0.8167 time: 1.2342s
Epoch: 0623 loss_train: 0.5097 acc_train: 0.8571 loss_val: 0.6550 acc_val: 0.8167 time: 1.3320s
Epoch: 0624 loss_train: 0.6020 acc_train: 0.8429 loss_val: 0.6547 acc_val: 0.8167 time: 1.2027s
Epoch: 0625 loss_train: 0.6687 acc_train: 0.7857 loss_val: 0.6546 acc_val: 0.8167 time: 0.8445s
Epoch: 0626 loss_train: 0.6474 acc_train: 0.7786 loss_val: 0.6541 acc_val: 0.8167 time: 0.8997s
Epoch: 0627 loss_train: 0.6559 acc_train: 0.7571 loss_val: 0.6537 acc_val: 0.8167 time: 0.8857s
Epoch: 0628 loss_train: 0.6941 acc_train: 0.7786 loss_val: 0.6534 acc_val: 0.8167 time: 1.2408s
Epoch: 0629 loss_train: 0.6097 acc_train: 0.8357 loss_val: 0.6531 acc_val: 0.8167 time: 1.1427s
Epoch: 0630 loss_train: 0.5756 acc_train: 0.8357 loss_val: 0.6529 acc_val: 0.8167 time: 0.8566s
Epoch: 0631 loss_train: 0.6527 acc_train: 0.8071 loss_val: 0.6528 acc_val: 0.8167 time: 0.7732s
Epoch: 0632 loss_train: 0.6027 acc_train: 0.8286 loss_val: 0.6525 acc_val: 0.8200 time: 0.9186s
Epoch: 0633 loss_train: 0.5815 acc_train: 0.8500 loss_val: 0.6525 acc_val: 0.8200 time: 1.0647s
Epoch: 0634 loss_train: 0.5589 acc_train: 0.8286 loss_val: 0.6523 acc_val: 0.8200 time: 1.3861s
Epoch: 0635 loss_train: 0.6104 acc_train: 0.8071 loss_val: 0.6522 acc_val: 0.8200 time: 0.9534s
Epoch: 0636 loss_train: 0.5267 acc_train: 0.8429 loss_val: 0.6519 acc_val: 0.8200 time: 1.0226s
Epoch: 0637 loss_train: 0.5251 acc_train: 0.8500 loss_val: 0.6518 acc_val: 0.8200 time: 1.3667s
Epoch: 0638 loss_train: 0.6707 acc_train: 0.7929 loss_val: 0.6515 acc_val: 0.8200 time: 1.0926s
Epoch: 0639 loss_train: 0.5569 acc_train: 0.8143 loss_val: 0.6513 acc_val: 0.8200 time: 0.9361s
Epoch: 0640 loss_train: 0.6922 acc_train: 0.7643 loss_val: 0.6513 acc_val: 0.8200 time: 0.8292s
Epoch: 0641 loss_train: 0.5936 acc_train: 0.8286 loss_val: 0.6517 acc_val: 0.8200 time: 1.0235s
Epoch: 0642 loss_train: 0.6208 acc_train: 0.8214 loss_val: 0.6521 acc_val: 0.8200 time: 1.2845s
Epoch: 0643 loss_train: 0.5661 acc_train: 0.8071 loss_val: 0.6526 acc_val: 0.8167 time: 1.0096s
Epoch: 0644 loss_train: 0.6291 acc_train: 0.8143 loss_val: 0.6530 acc_val: 0.8167 time: 1.4668s
Epoch: 0645 loss_train: 0.6714 acc_train: 0.7929 loss_val: 0.6535 acc_val: 0.8167 time: 0.8893s
Epoch: 0646 loss_train: 0.5575 acc_train: 0.8714 loss_val: 0.6539 acc_val: 0.8167 time: 1.1277s
Epoch: 0647 loss_train: 0.6949 acc_train: 0.7571 loss_val: 0.6544 acc_val: 0.8167 time: 0.9855s
Epoch: 0648 loss_train: 0.7616 acc_train: 0.7500 loss_val: 0.6548 acc_val: 0.8167 time: 0.9897s
Epoch: 0649 loss_train: 0.6318 acc_train: 0.7857 loss_val: 0.6552 acc_val: 0.8167 time: 1.0553s
Epoch: 0650 loss_train: 0.6624 acc_train: 0.8071 loss_val: 0.6555 acc_val: 0.8167 time: 1.6076s
Epoch: 0651 loss_train: 0.5683 acc_train: 0.8357 loss_val: 0.6559 acc_val: 0.8167 time: 1.1007s
Epoch: 0652 loss_train: 0.6743 acc_train: 0.7714 loss_val: 0.6565 acc_val: 0.8167 time: 0.9363s
Epoch: 0653 loss_train: 0.6892 acc_train: 0.7857 loss_val: 0.6577 acc_val: 0.8167 time: 0.9430s
Epoch: 0654 loss_train: 0.5986 acc_train: 0.8143 loss_val: 0.6588 acc_val: 0.8167 time: 1.1898s
Epoch: 0655 loss_train: 0.6337 acc_train: 0.8357 loss_val: 0.6593 acc_val: 0.8167 time: 1.1903s
Epoch: 0656 loss_train: 0.5984 acc_train: 0.8143 loss_val: 0.6601 acc_val: 0.8167 time: 1.2012s
Epoch: 0657 loss_train: 0.6995 acc_train: 0.7643 loss_val: 0.6606 acc_val: 0.8167 time: 0.9044s
Epoch: 0658 loss_train: 0.6138 acc_train: 0.8286 loss_val: 0.6613 acc_val: 0.8133 time: 1.2259s
Epoch: 0659 loss_train: 0.5760 acc_train: 0.8643 loss_val: 0.6621 acc_val: 0.8133 time: 1.3128s
Epoch: 0660 loss_train: 0.6419 acc_train: 0.8143 loss_val: 0.6628 acc_val: 0.8100 time: 1.3459s
Epoch: 0661 loss_train: 0.5977 acc_train: 0.8143 loss_val: 0.6631 acc_val: 0.8100 time: 1.1409s
Epoch: 0662 loss_train: 0.5472 acc_train: 0.8429 loss_val: 0.6635 acc_val: 0.8100 time: 1.3470s
Epoch: 0663 loss_train: 0.5958 acc_train: 0.8286 loss_val: 0.6635 acc_val: 0.8100 time: 1.2313s
Epoch: 0664 loss_train: 0.7022 acc_train: 0.7571 loss_val: 0.6634 acc_val: 0.8133 time: 1.5147s
Epoch: 0665 loss_train: 0.6323 acc_train: 0.8214 loss_val: 0.6633 acc_val: 0.8133 time: 1.3068s
Epoch: 0666 loss_train: 0.5260 acc_train: 0.8429 loss_val: 0.6632 acc_val: 0.8100 time: 1.1873s
Epoch: 0667 loss_train: 0.5755 acc_train: 0.8357 loss_val: 0.6629 acc_val: 0.8100 time: 1.3037s
Epoch: 0668 loss_train: 0.6131 acc_train: 0.8071 loss_val: 0.6626 acc_val: 0.8100 time: 1.0310s
Epoch: 0669 loss_train: 0.5775 acc_train: 0.8500 loss_val: 0.6624 acc_val: 0.8100 time: 2.3515s
Epoch: 0670 loss_train: 0.6008 acc_train: 0.8571 loss_val: 0.6623 acc_val: 0.8100 time: 1.6512s
Epoch: 0671 loss_train: 0.6568 acc_train: 0.7571 loss_val: 0.6625 acc_val: 0.8100 time: 1.3483s
Epoch: 0672 loss_train: 0.6952 acc_train: 0.7643 loss_val: 0.6623 acc_val: 0.8100 time: 1.5026s
Epoch: 0673 loss_train: 0.6311 acc_train: 0.8214 loss_val: 0.6620 acc_val: 0.8067 time: 1.8194s
Epoch: 0674 loss_train: 0.4993 acc_train: 0.8571 loss_val: 0.6618 acc_val: 0.8067 time: 1.0837s
Epoch: 0675 loss_train: 0.6675 acc_train: 0.7643 loss_val: 0.6612 acc_val: 0.8067 time: 0.7918s
Epoch: 0676 loss_train: 0.5686 acc_train: 0.8786 loss_val: 0.6606 acc_val: 0.8067 time: 0.8196s
Epoch: 0677 loss_train: 0.5643 acc_train: 0.8500 loss_val: 0.6598 acc_val: 0.8067 time: 0.9760s
Epoch: 0678 loss_train: 0.5815 acc_train: 0.8214 loss_val: 0.6590 acc_val: 0.8067 time: 1.2067s
Epoch: 0679 loss_train: 0.5813 acc_train: 0.8429 loss_val: 0.6586 acc_val: 0.8100 time: 1.0384s
Epoch: 0680 loss_train: 0.5540 acc_train: 0.8214 loss_val: 0.6584 acc_val: 0.8067 time: 0.9646s
Epoch: 0681 loss_train: 0.6301 acc_train: 0.8071 loss_val: 0.6578 acc_val: 0.8100 time: 0.9948s
Epoch: 0682 loss_train: 0.5638 acc_train: 0.8357 loss_val: 0.6571 acc_val: 0.8133 time: 1.2890s
Epoch: 0683 loss_train: 0.6723 acc_train: 0.7786 loss_val: 0.6564 acc_val: 0.8133 time: 0.9392s
Epoch: 0684 loss_train: 0.5315 acc_train: 0.8429 loss_val: 0.6558 acc_val: 0.8200 time: 0.9272s
Epoch: 0685 loss_train: 0.5655 acc_train: 0.8357 loss_val: 0.6554 acc_val: 0.8200 time: 0.8778s
Epoch: 0686 loss_train: 0.6288 acc_train: 0.8286 loss_val: 0.6551 acc_val: 0.8233 time: 0.9417s
Epoch: 0687 loss_train: 0.6364 acc_train: 0.8143 loss_val: 0.6548 acc_val: 0.8233 time: 1.2365s
Epoch: 0688 loss_train: 0.6699 acc_train: 0.7643 loss_val: 0.6547 acc_val: 0.8233 time: 1.2339s
Epoch: 0689 loss_train: 0.6372 acc_train: 0.7857 loss_val: 0.6548 acc_val: 0.8300 time: 1.1047s
Epoch: 0690 loss_train: 0.4716 acc_train: 0.8714 loss_val: 0.6550 acc_val: 0.8300 time: 1.2118s
Epoch: 0691 loss_train: 0.5712 acc_train: 0.8286 loss_val: 0.6553 acc_val: 0.8300 time: 0.8766s
Epoch: 0692 loss_train: 0.5487 acc_train: 0.8929 loss_val: 0.6554 acc_val: 0.8233 time: 0.8584s
Epoch: 0693 loss_train: 0.6707 acc_train: 0.7857 loss_val: 0.6554 acc_val: 0.8167 time: 0.7806s
Epoch: 0694 loss_train: 0.5922 acc_train: 0.8214 loss_val: 0.6551 acc_val: 0.8167 time: 1.0451s
Epoch: 0695 loss_train: 0.5263 acc_train: 0.8571 loss_val: 0.6549 acc_val: 0.8167 time: 1.0181s
Epoch: 0696 loss_train: 0.5953 acc_train: 0.7929 loss_val: 0.6549 acc_val: 0.8167 time: 0.9245s
Epoch: 0697 loss_train: 0.6346 acc_train: 0.8357 loss_val: 0.6549 acc_val: 0.8200 time: 0.9128s
Epoch: 0698 loss_train: 0.6949 acc_train: 0.7643 loss_val: 0.6546 acc_val: 0.8200 time: 1.0692s
Epoch: 0699 loss_train: 0.6497 acc_train: 0.8143 loss_val: 0.6544 acc_val: 0.8200 time: 1.2157s
Epoch: 0700 loss_train: 0.6249 acc_train: 0.8071 loss_val: 0.6541 acc_val: 0.8200 time: 0.9237s
Epoch: 0701 loss_train: 0.6351 acc_train: 0.8071 loss_val: 0.6541 acc_val: 0.8200 time: 0.8460s
Epoch: 0702 loss_train: 0.5822 acc_train: 0.8286 loss_val: 0.6541 acc_val: 0.8200 time: 0.7369s
Epoch: 0703 loss_train: 0.7365 acc_train: 0.7429 loss_val: 0.6541 acc_val: 0.8167 time: 0.6679s
Epoch: 0704 loss_train: 0.6565 acc_train: 0.8071 loss_val: 0.6540 acc_val: 0.8167 time: 0.6862s
Epoch: 0705 loss_train: 0.7331 acc_train: 0.7714 loss_val: 0.6544 acc_val: 0.8167 time: 0.8764s
Epoch: 0706 loss_train: 0.6205 acc_train: 0.7929 loss_val: 0.6548 acc_val: 0.8167 time: 0.8627s
Epoch: 0707 loss_train: 0.6186 acc_train: 0.8429 loss_val: 0.6550 acc_val: 0.8167 time: 0.9108s
Epoch: 0708 loss_train: 0.6651 acc_train: 0.8071 loss_val: 0.6548 acc_val: 0.8167 time: 0.7970s
Epoch: 0709 loss_train: 0.5565 acc_train: 0.8500 loss_val: 0.6547 acc_val: 0.8133 time: 1.1061s
Epoch: 0710 loss_train: 0.5982 acc_train: 0.8071 loss_val: 0.6548 acc_val: 0.8167 time: 1.1950s
Epoch: 0711 loss_train: 0.5902 acc_train: 0.8286 loss_val: 0.6547 acc_val: 0.8133 time: 1.0583s
Epoch: 0712 loss_train: 0.6322 acc_train: 0.8214 loss_val: 0.6548 acc_val: 0.8133 time: 0.7874s
Epoch: 0713 loss_train: 0.6458 acc_train: 0.8071 loss_val: 0.6549 acc_val: 0.8133 time: 0.6957s
Epoch: 0714 loss_train: 0.6080 acc_train: 0.8286 loss_val: 0.6549 acc_val: 0.8133 time: 0.6689s
Epoch: 0715 loss_train: 0.5100 acc_train: 0.8714 loss_val: 0.6549 acc_val: 0.8167 time: 0.6318s
Epoch: 0716 loss_train: 0.6301 acc_train: 0.8000 loss_val: 0.6546 acc_val: 0.8167 time: 0.5938s
Epoch: 0717 loss_train: 0.6959 acc_train: 0.7786 loss_val: 0.6542 acc_val: 0.8233 time: 0.5939s
Epoch: 0718 loss_train: 0.5710 acc_train: 0.8571 loss_val: 0.6537 acc_val: 0.8200 time: 0.6102s
Epoch: 0719 loss_train: 0.5900 acc_train: 0.8143 loss_val: 0.6533 acc_val: 0.8200 time: 0.6649s
Epoch: 0720 loss_train: 0.7334 acc_train: 0.7786 loss_val: 0.6529 acc_val: 0.8200 time: 0.8970s
Epoch: 0721 loss_train: 0.7039 acc_train: 0.7571 loss_val: 0.6527 acc_val: 0.8200 time: 1.2816s
Epoch: 0722 loss_train: 0.5567 acc_train: 0.8357 loss_val: 0.6529 acc_val: 0.8167 time: 1.4300s
Epoch: 0723 loss_train: 0.6319 acc_train: 0.8214 loss_val: 0.6529 acc_val: 0.8167 time: 1.3605s
Epoch: 0724 loss_train: 0.6098 acc_train: 0.8357 loss_val: 0.6530 acc_val: 0.8167 time: 1.1165s
Epoch: 0725 loss_train: 0.6060 acc_train: 0.8286 loss_val: 0.6529 acc_val: 0.8200 time: 0.9551s
Epoch: 0726 loss_train: 0.6592 acc_train: 0.8143 loss_val: 0.6526 acc_val: 0.8167 time: 0.9153s
Epoch: 0727 loss_train: 0.5961 acc_train: 0.8357 loss_val: 0.6524 acc_val: 0.8167 time: 0.8126s
Epoch: 0728 loss_train: 0.7343 acc_train: 0.7571 loss_val: 0.6520 acc_val: 0.8167 time: 2.0854s
Epoch: 0729 loss_train: 0.5332 acc_train: 0.8500 loss_val: 0.6514 acc_val: 0.8167 time: 0.8574s
Epoch: 0730 loss_train: 0.5818 acc_train: 0.8500 loss_val: 0.6504 acc_val: 0.8167 time: 1.1939s
Epoch: 0731 loss_train: 0.6740 acc_train: 0.8000 loss_val: 0.6491 acc_val: 0.8167 time: 1.0370s
Epoch: 0732 loss_train: 0.6107 acc_train: 0.8143 loss_val: 0.6478 acc_val: 0.8200 time: 1.5989s
Epoch: 0733 loss_train: 0.6401 acc_train: 0.8214 loss_val: 0.6473 acc_val: 0.8167 time: 1.5892s
Epoch: 0734 loss_train: 0.6088 acc_train: 0.8286 loss_val: 0.6466 acc_val: 0.8167 time: 1.2704s
Epoch: 0735 loss_train: 0.5347 acc_train: 0.8286 loss_val: 0.6463 acc_val: 0.8200 time: 1.4310s
Epoch: 0736 loss_train: 0.5672 acc_train: 0.8143 loss_val: 0.6463 acc_val: 0.8200 time: 1.0968s
Epoch: 0737 loss_train: 0.5956 acc_train: 0.8214 loss_val: 0.6465 acc_val: 0.8200 time: 0.8988s
Epoch: 0738 loss_train: 0.5813 acc_train: 0.8500 loss_val: 0.6468 acc_val: 0.8133 time: 0.8093s
Epoch: 0739 loss_train: 0.6323 acc_train: 0.7929 loss_val: 0.6476 acc_val: 0.8133 time: 0.6445s
Epoch: 0740 loss_train: 0.6341 acc_train: 0.7786 loss_val: 0.6483 acc_val: 0.8100 time: 0.6362s
Epoch: 0741 loss_train: 0.5420 acc_train: 0.8571 loss_val: 0.6490 acc_val: 0.8100 time: 0.6987s
Epoch: 0742 loss_train: 0.6060 acc_train: 0.8143 loss_val: 0.6494 acc_val: 0.8100 time: 0.8357s
Epoch: 0743 loss_train: 0.5980 acc_train: 0.8143 loss_val: 0.6498 acc_val: 0.8133 time: 0.7528s
Epoch: 0744 loss_train: 0.5658 acc_train: 0.8429 loss_val: 0.6496 acc_val: 0.8133 time: 0.6541s
Epoch: 0745 loss_train: 0.5664 acc_train: 0.8214 loss_val: 0.6494 acc_val: 0.8133 time: 0.6528s
Epoch: 0746 loss_train: 0.6312 acc_train: 0.8214 loss_val: 0.6493 acc_val: 0.8133 time: 0.6381s
Epoch: 0747 loss_train: 0.6131 acc_train: 0.8000 loss_val: 0.6493 acc_val: 0.8100 time: 0.6544s
Epoch: 0748 loss_train: 0.5690 acc_train: 0.8357 loss_val: 0.6495 acc_val: 0.8100 time: 0.7232s
Epoch: 0749 loss_train: 0.6147 acc_train: 0.8429 loss_val: 0.6497 acc_val: 0.8100 time: 0.7431s
Epoch: 0750 loss_train: 0.5963 acc_train: 0.8071 loss_val: 0.6496 acc_val: 0.8167 time: 0.6788s
Epoch: 0751 loss_train: 0.7489 acc_train: 0.7500 loss_val: 0.6494 acc_val: 0.8167 time: 0.7337s
Epoch: 0752 loss_train: 0.6409 acc_train: 0.7857 loss_val: 0.6493 acc_val: 0.8167 time: 0.7290s
Epoch: 0753 loss_train: 0.5384 acc_train: 0.8571 loss_val: 0.6499 acc_val: 0.8167 time: 0.7175s
Epoch: 0754 loss_train: 0.6212 acc_train: 0.8500 loss_val: 0.6506 acc_val: 0.8167 time: 0.7586s
Epoch: 0755 loss_train: 0.5964 acc_train: 0.8286 loss_val: 0.6512 acc_val: 0.8167 time: 0.7975s
Epoch: 0756 loss_train: 0.6175 acc_train: 0.8500 loss_val: 0.6517 acc_val: 0.8167 time: 0.6963s
Epoch: 0757 loss_train: 0.6208 acc_train: 0.8000 loss_val: 0.6520 acc_val: 0.8167 time: 0.6384s
Epoch: 0758 loss_train: 0.5994 acc_train: 0.8357 loss_val: 0.6523 acc_val: 0.8200 time: 0.6844s
Epoch: 0759 loss_train: 0.6155 acc_train: 0.7929 loss_val: 0.6522 acc_val: 0.8200 time: 0.7215s
Epoch: 0760 loss_train: 0.5895 acc_train: 0.8357 loss_val: 0.6521 acc_val: 0.8200 time: 0.7469s
Epoch: 0761 loss_train: 0.7454 acc_train: 0.7500 loss_val: 0.6523 acc_val: 0.8167 time: 0.8128s
Epoch: 0762 loss_train: 0.5798 acc_train: 0.8214 loss_val: 0.6525 acc_val: 0.8167 time: 0.7844s
Epoch: 0763 loss_train: 0.5936 acc_train: 0.8571 loss_val: 0.6529 acc_val: 0.8167 time: 0.6538s
Epoch: 0764 loss_train: 0.6323 acc_train: 0.7929 loss_val: 0.6533 acc_val: 0.8167 time: 0.6794s
Epoch: 0765 loss_train: 0.6125 acc_train: 0.8214 loss_val: 0.6539 acc_val: 0.8167 time: 0.7522s
Epoch: 0766 loss_train: 0.5914 acc_train: 0.8500 loss_val: 0.6544 acc_val: 0.8167 time: 0.7616s
Epoch: 0767 loss_train: 0.5714 acc_train: 0.8000 loss_val: 0.6549 acc_val: 0.8167 time: 0.6840s
Epoch: 0768 loss_train: 0.6016 acc_train: 0.8357 loss_val: 0.6551 acc_val: 0.8167 time: 0.7666s
Epoch: 0769 loss_train: 0.6805 acc_train: 0.7571 loss_val: 0.6557 acc_val: 0.8167 time: 0.6818s
Epoch: 0770 loss_train: 0.6942 acc_train: 0.7643 loss_val: 0.6562 acc_val: 0.8167 time: 0.7011s
Epoch: 0771 loss_train: 0.7108 acc_train: 0.7429 loss_val: 0.6567 acc_val: 0.8167 time: 0.8793s
Epoch: 0772 loss_train: 0.4644 acc_train: 0.8643 loss_val: 0.6569 acc_val: 0.8167 time: 1.0222s
Epoch: 0773 loss_train: 0.5436 acc_train: 0.8500 loss_val: 0.6570 acc_val: 0.8200 time: 1.0153s
Epoch: 0774 loss_train: 0.6784 acc_train: 0.7714 loss_val: 0.6571 acc_val: 0.8233 time: 1.9696s
Epoch: 0775 loss_train: 0.6440 acc_train: 0.8071 loss_val: 0.6569 acc_val: 0.8233 time: 1.6088s
Epoch: 0776 loss_train: 0.5838 acc_train: 0.8214 loss_val: 0.6564 acc_val: 0.8267 time: 1.0822s
Epoch: 0777 loss_train: 0.6426 acc_train: 0.8214 loss_val: 0.6565 acc_val: 0.8200 time: 1.1929s
Epoch: 0778 loss_train: 0.6995 acc_train: 0.7714 loss_val: 0.6562 acc_val: 0.8200 time: 1.1074s
Epoch: 0779 loss_train: 0.6370 acc_train: 0.8214 loss_val: 0.6555 acc_val: 0.8233 time: 0.8298s
Epoch: 0780 loss_train: 0.7264 acc_train: 0.7643 loss_val: 0.6548 acc_val: 0.8267 time: 0.7818s
Epoch: 0781 loss_train: 0.5959 acc_train: 0.8143 loss_val: 0.6542 acc_val: 0.8300 time: 1.1054s
Epoch: 0782 loss_train: 0.4745 acc_train: 0.8643 loss_val: 0.6536 acc_val: 0.8300 time: 1.2314s
Epoch: 0783 loss_train: 0.6496 acc_train: 0.7929 loss_val: 0.6531 acc_val: 0.8300 time: 1.3019s
Epoch: 0784 loss_train: 0.5881 acc_train: 0.8214 loss_val: 0.6526 acc_val: 0.8267 time: 1.2226s
Epoch: 0785 loss_train: 0.6170 acc_train: 0.8071 loss_val: 0.6522 acc_val: 0.8267 time: 1.1480s
Epoch: 0786 loss_train: 0.6564 acc_train: 0.7643 loss_val: 0.6517 acc_val: 0.8267 time: 1.1450s
Epoch: 0787 loss_train: 0.6324 acc_train: 0.8214 loss_val: 0.6509 acc_val: 0.8233 time: 0.8235s
Epoch: 0788 loss_train: 0.5618 acc_train: 0.8571 loss_val: 0.6504 acc_val: 0.8233 time: 1.4368s
Epoch: 0789 loss_train: 0.6003 acc_train: 0.8286 loss_val: 0.6498 acc_val: 0.8233 time: 1.7791s
Epoch: 0790 loss_train: 0.5628 acc_train: 0.8714 loss_val: 0.6498 acc_val: 0.8267 time: 3.4835s
Epoch: 0791 loss_train: 0.6291 acc_train: 0.8357 loss_val: 0.6499 acc_val: 0.8267 time: 0.6047s
Epoch: 0792 loss_train: 0.6281 acc_train: 0.8143 loss_val: 0.6499 acc_val: 0.8267 time: 0.6352s
Epoch: 0793 loss_train: 0.6156 acc_train: 0.8571 loss_val: 0.6500 acc_val: 0.8267 time: 0.7363s
Epoch: 0794 loss_train: 0.6198 acc_train: 0.8000 loss_val: 0.6500 acc_val: 0.8200 time: 0.7234s
Epoch: 0795 loss_train: 0.6564 acc_train: 0.7857 loss_val: 0.6496 acc_val: 0.8200 time: 0.7140s
Epoch: 0796 loss_train: 0.6069 acc_train: 0.8071 loss_val: 0.6493 acc_val: 0.8200 time: 0.7364s
Epoch: 0797 loss_train: 0.5610 acc_train: 0.8429 loss_val: 0.6490 acc_val: 0.8200 time: 0.7804s
Epoch: 0798 loss_train: 0.5565 acc_train: 0.8286 loss_val: 0.6489 acc_val: 0.8200 time: 0.7001s
Epoch: 0799 loss_train: 0.5806 acc_train: 0.8357 loss_val: 0.6487 acc_val: 0.8200 time: 0.6526s
Epoch: 0800 loss_train: 0.5009 acc_train: 0.9000 loss_val: 0.6484 acc_val: 0.8233 time: 0.6720s
Epoch: 0801 loss_train: 0.6190 acc_train: 0.8071 loss_val: 0.6481 acc_val: 0.8200 time: 0.6665s
Epoch: 0802 loss_train: 0.6012 acc_train: 0.8000 loss_val: 0.6480 acc_val: 0.8233 time: 0.6617s
Epoch: 0803 loss_train: 0.6976 acc_train: 0.7571 loss_val: 0.6481 acc_val: 0.8233 time: 0.7564s
Epoch: 0804 loss_train: 0.5213 acc_train: 0.8571 loss_val: 0.6483 acc_val: 0.8267 time: 0.7536s
Epoch: 0805 loss_train: 0.6849 acc_train: 0.8071 loss_val: 0.6485 acc_val: 0.8267 time: 0.6169s
Epoch: 0806 loss_train: 0.5654 acc_train: 0.8357 loss_val: 0.6487 acc_val: 0.8267 time: 0.6554s
Epoch: 0807 loss_train: 0.6571 acc_train: 0.7857 loss_val: 0.6491 acc_val: 0.8267 time: 0.7457s
Epoch: 0808 loss_train: 0.6462 acc_train: 0.8000 loss_val: 0.6494 acc_val: 0.8267 time: 0.6591s
Epoch: 0809 loss_train: 0.6202 acc_train: 0.8143 loss_val: 0.6497 acc_val: 0.8267 time: 0.6694s
Epoch: 0810 loss_train: 0.7372 acc_train: 0.7286 loss_val: 0.6499 acc_val: 0.8267 time: 0.7129s
Epoch: 0811 loss_train: 0.5210 acc_train: 0.8500 loss_val: 0.6502 acc_val: 0.8267 time: 0.7560s
Epoch: 0812 loss_train: 0.6023 acc_train: 0.8500 loss_val: 0.6506 acc_val: 0.8267 time: 0.6569s
Epoch: 0813 loss_train: 0.5690 acc_train: 0.8357 loss_val: 0.6508 acc_val: 0.8267 time: 0.7242s
Epoch: 0814 loss_train: 0.6199 acc_train: 0.7929 loss_val: 0.6511 acc_val: 0.8267 time: 0.6850s
Epoch: 0815 loss_train: 0.6422 acc_train: 0.8500 loss_val: 0.6514 acc_val: 0.8267 time: 0.7721s
Epoch: 0816 loss_train: 0.5298 acc_train: 0.8286 loss_val: 0.6522 acc_val: 0.8233 time: 0.7513s
Epoch: 0817 loss_train: 0.5562 acc_train: 0.8643 loss_val: 0.6529 acc_val: 0.8233 time: 0.6713s
Epoch: 0818 loss_train: 0.6074 acc_train: 0.7929 loss_val: 0.6535 acc_val: 0.8233 time: 0.6650s
Epoch: 0819 loss_train: 0.6597 acc_train: 0.7714 loss_val: 0.6539 acc_val: 0.8233 time: 0.7754s
Epoch: 0820 loss_train: 0.6974 acc_train: 0.7714 loss_val: 0.6539 acc_val: 0.8233 time: 0.7166s
Epoch: 0821 loss_train: 0.5176 acc_train: 0.8429 loss_val: 0.6535 acc_val: 0.8233 time: 0.8518s
Epoch: 0822 loss_train: 0.6159 acc_train: 0.8357 loss_val: 0.6534 acc_val: 0.8267 time: 0.8864s
Epoch: 0823 loss_train: 0.6247 acc_train: 0.8000 loss_val: 0.6531 acc_val: 0.8267 time: 0.7275s
Epoch: 0824 loss_train: 0.5915 acc_train: 0.8500 loss_val: 0.6526 acc_val: 0.8267 time: 0.7384s
Epoch: 0825 loss_train: 0.5292 acc_train: 0.8571 loss_val: 0.6522 acc_val: 0.8267 time: 0.7309s
Epoch: 0826 loss_train: 0.6456 acc_train: 0.7786 loss_val: 0.6518 acc_val: 0.8267 time: 0.7571s
Epoch: 0827 loss_train: 0.5628 acc_train: 0.8429 loss_val: 0.6514 acc_val: 0.8267 time: 0.7606s
Epoch: 0828 loss_train: 0.5826 acc_train: 0.8000 loss_val: 0.6511 acc_val: 0.8267 time: 0.7762s
Epoch: 0829 loss_train: 0.5748 acc_train: 0.8214 loss_val: 0.6512 acc_val: 0.8233 time: 0.8442s
Epoch: 0830 loss_train: 0.6540 acc_train: 0.7857 loss_val: 0.6511 acc_val: 0.8233 time: 1.1014s
Epoch: 0831 loss_train: 0.6674 acc_train: 0.7929 loss_val: 0.6512 acc_val: 0.8233 time: 1.2479s
Epoch: 0832 loss_train: 0.6337 acc_train: 0.8429 loss_val: 0.6516 acc_val: 0.8233 time: 1.4116s
Epoch: 0833 loss_train: 0.5160 acc_train: 0.8786 loss_val: 0.6517 acc_val: 0.8233 time: 1.0253s
Epoch: 0834 loss_train: 0.5328 acc_train: 0.8429 loss_val: 0.6519 acc_val: 0.8233 time: 1.7887s
Epoch: 0835 loss_train: 0.7146 acc_train: 0.7571 loss_val: 0.6523 acc_val: 0.8200 time: 1.4233s
Optimization Finished!
Total time elapsed: 940.8492s
Loading 734th epoch
Test set results: loss= 0.6498 accuracy= 0.8420
