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[1] loss: 3.725, train acc: 12.876 test acc: 20.340  11.934 s
[2] loss: 2.955, train acc: 25.568 test acc: 30.140  11.720 s
[3] loss: 2.544, train acc: 33.670 test acc: 36.230  11.755 s
[4] loss: 2.281, train acc: 39.412 test acc: 41.270  11.644 s
[5] loss: 2.097, train acc: 43.638 test acc: 44.000  11.792 s
[6] loss: 1.956, train acc: 46.888 test acc: 46.250  11.513 s
[7] loss: 1.843, train acc: 49.520 test acc: 47.110  11.806 s
[8] loss: 1.762, train acc: 51.488 test acc: 49.410  11.847 s
[9] loss: 1.687, train acc: 53.002 test acc: 50.370  11.886 s
[10] loss: 1.624, train acc: 54.570 test acc: 50.710  12.349 s
[11] loss: 1.579, train acc: 55.596 test acc: 51.740  12.015 s
[12] loss: 1.530, train acc: 56.982 test acc: 51.960  11.661 s
[13] loss: 1.489, train acc: 57.714 test acc: 52.790  11.866 s
[14] loss: 1.448, train acc: 59.076 test acc: 53.500  11.378 s
[15] loss: 1.412, train acc: 59.972 test acc: 53.720  11.698 s
[16] loss: 1.384, train acc: 60.564 test acc: 54.220  11.889 s
[17] loss: 1.352, train acc: 61.314 test acc: 54.960  11.772 s
[18] loss: 1.324, train acc: 62.000 test acc: 55.450  11.538 s
[19] loss: 1.302, train acc: 62.494 test acc: 54.810  11.927 s
[20] loss: 1.272, train acc: 63.292 test acc: 55.320  11.601 s
[21] loss: 1.255, train acc: 64.080 test acc: 56.060  11.772 s
[22] loss: 1.232, train acc: 64.496 test acc: 56.680  11.632 s
[23] loss: 1.208, train acc: 65.080 test acc: 56.780  12.097 s
[24] loss: 1.186, train acc: 65.702 test acc: 57.160  11.887 s
[25] loss: 1.173, train acc: 65.920 test acc: 56.590  12.177 s
[26] loss: 1.154, train acc: 66.582 test acc: 56.800  11.891 s
[27] loss: 1.135, train acc: 66.920 test acc: 57.060  11.884 s
[28] loss: 1.125, train acc: 67.174 test acc: 57.300  11.469 s
[29] loss: 1.106, train acc: 67.826 test acc: 56.830  11.646 s
[30] loss: 1.096, train acc: 67.686 test acc: 57.430  11.957 s
[31] loss: 1.071, train acc: 68.344 test acc: 57.280  12.057 s
[32] loss: 1.060, train acc: 68.814 test acc: 58.270  11.687 s
[33] loss: 1.047, train acc: 69.088 test acc: 57.440  11.788 s
[34] loss: 1.037, train acc: 69.336 test acc: 58.560  11.557 s
[35] loss: 1.030, train acc: 69.578 test acc: 58.240  12.043 s
[36] loss: 1.011, train acc: 69.932 test acc: 58.030  11.783 s
[37] loss: 1.002, train acc: 70.090 test acc: 58.840  12.020 s
[38] loss: 0.992, train acc: 70.720 test acc: 57.640  11.689 s
[39] loss: 0.975, train acc: 70.950 test acc: 57.330  11.762 s
[40] loss: 0.969, train acc: 71.110 test acc: 57.900  12.348 s
[41] loss: 0.953, train acc: 71.416 test acc: 58.160  11.583 s
[42] loss: 0.951, train acc: 71.700 test acc: 58.800  11.698 s
[43] loss: 0.942, train acc: 72.100 test acc: 58.650  11.589 s
[44] loss: 0.926, train acc: 72.392 test acc: 58.080  11.755 s
[45] loss: 0.919, train acc: 72.306 test acc: 58.830  11.901 s
[46] loss: 0.907, train acc: 72.626 test acc: 58.300  11.798 s
[47] loss: 0.902, train acc: 73.014 test acc: 59.660  11.198 s
[48] loss: 0.889, train acc: 73.444 test acc: 58.920  11.829 s
[49] loss: 0.884, train acc: 73.392 test acc: 58.660  12.787 s
[50] loss: 0.869, train acc: 73.854 test acc: 58.150  11.929 s
[1] loss: 0.766, train acc: 77.068 test acc: 60.520  11.787 s
[2] loss: 0.733, train acc: 78.190 test acc: 60.540  11.578 s
[3] loss: 0.723, train acc: 78.478 test acc: 60.780  12.009 s
[4] loss: 0.716, train acc: 78.614 test acc: 60.180  11.910 s
[5] loss: 0.710, train acc: 78.820 test acc: 60.620  12.019 s
[6] loss: 0.708, train acc: 78.908 test acc: 60.940  12.134 s
[7] loss: 0.701, train acc: 78.964 test acc: 60.850  11.963 s
[8] loss: 0.696, train acc: 79.204 test acc: 60.950  11.581 s
[9] loss: 0.694, train acc: 79.240 test acc: 60.860  11.611 s
[10] loss: 0.690, train acc: 79.224 test acc: 60.630  13.505 s
[1] loss: 0.658, train acc: 80.484 test acc: 61.020  11.613 s
[2] loss: 0.653, train acc: 80.624 test acc: 60.990  11.732 s
[3] loss: 0.654, train acc: 80.566 test acc: 61.360  11.470 s
[4] loss: 0.650, train acc: 80.702 test acc: 61.270  12.032 s
[5] loss: 0.646, train acc: 80.778 test acc: 61.150  11.665 s
[6] loss: 0.646, train acc: 80.806 test acc: 61.100  11.779 s
[7] loss: 0.644, train acc: 80.820 test acc: 61.060  11.448 s
[8] loss: 0.645, train acc: 80.758 test acc: 61.260  11.942 s
[9] loss: 0.641, train acc: 81.062 test acc: 61.110  11.808 s
[10] loss: 0.637, train acc: 81.148 test acc: 60.930  11.674 s
[1] loss: 0.635, train acc: 81.108 test acc: 61.020  12.237 s
[2] loss: 0.632, train acc: 81.322 test acc: 60.970  11.973 s
[3] loss: 0.634, train acc: 81.240 test acc: 60.920  12.029 s
[4] loss: 0.630, train acc: 81.314 test acc: 61.080  11.691 s
[5] loss: 0.629, train acc: 81.252 test acc: 60.980  12.092 s
[6] loss: 0.629, train acc: 81.352 test acc: 60.930  11.831 s
[7] loss: 0.630, train acc: 81.376 test acc: 61.050  11.382 s
[8] loss: 0.628, train acc: 81.416 test acc: 61.080  11.456 s
[9] loss: 0.628, train acc: 81.326 test acc: 60.830  11.460 s
[10] loss: 0.629, train acc: 81.278 test acc: 61.110  11.887 s
[1] loss: 2.388, train acc: 38.756 test acc: 47.340  20.252 s
[2] loss: 1.689, train acc: 53.282 test acc: 50.460  20.670 s
[3] loss: 1.573, train acc: 55.438 test acc: 51.290  20.202 s
[4] loss: 1.505, train acc: 57.242 test acc: 52.420  20.842 s
[5] loss: 1.449, train acc: 58.460 test acc: 53.140  20.717 s
[6] loss: 1.418, train acc: 59.188 test acc: 55.010  20.814 s
[7] loss: 1.391, train acc: 59.884 test acc: 54.330  20.396 s
[8] loss: 1.380, train acc: 60.230 test acc: 55.000  20.466 s
[9] loss: 1.357, train acc: 60.782 test acc: 54.990  20.572 s
[10] loss: 1.338, train acc: 61.308 test acc: 54.320  20.385 s
[11] loss: 1.336, train acc: 61.492 test acc: 56.190  20.404 s
[12] loss: 1.326, train acc: 61.564 test acc: 55.110  20.774 s
[13] loss: 1.305, train acc: 61.858 test acc: 55.800  20.572 s
[14] loss: 1.307, train acc: 62.090 test acc: 56.490  20.226 s
[15] loss: 1.283, train acc: 62.782 test acc: 55.640  20.796 s
[16] loss: 1.275, train acc: 62.856 test acc: 55.470  20.782 s
[17] loss: 1.271, train acc: 62.794 test acc: 56.710  20.715 s
[18] loss: 1.271, train acc: 62.776 test acc: 56.300  20.810 s
[19] loss: 1.256, train acc: 63.194 test acc: 55.370  20.562 s
[20] loss: 1.260, train acc: 63.114 test acc: 56.850  22.084 s
[21] loss: 1.253, train acc: 63.302 test acc: 55.220  20.716 s
[22] loss: 1.250, train acc: 63.720 test acc: 55.940  20.301 s
[23] loss: 1.243, train acc: 63.592 test acc: 56.480  20.124 s
[24] loss: 1.249, train acc: 63.560 test acc: 57.520  20.426 s
[25] loss: 1.247, train acc: 63.548 test acc: 55.650  20.574 s
[26] loss: 1.227, train acc: 64.104 test acc: 56.440  20.267 s
[27] loss: 1.239, train acc: 63.804 test acc: 57.000  20.486 s
[28] loss: 1.228, train acc: 63.912 test acc: 55.480  20.198 s
[29] loss: 1.226, train acc: 64.214 test acc: 57.180  20.299 s
[30] loss: 1.227, train acc: 63.888 test acc: 56.210  21.023 s
[31] loss: 1.230, train acc: 64.014 test acc: 57.980  20.605 s
[32] loss: 1.224, train acc: 64.064 test acc: 56.990  20.756 s
[33] loss: 1.211, train acc: 64.474 test acc: 57.410  20.468 s
[34] loss: 1.214, train acc: 64.376 test acc: 56.650  20.321 s
[35] loss: 1.211, train acc: 64.464 test acc: 56.030  20.359 s
[36] loss: 1.212, train acc: 64.414 test acc: 57.280  20.583 s
[37] loss: 1.202, train acc: 64.732 test acc: 57.140  20.407 s
[38] loss: 1.207, train acc: 64.764 test acc: 57.960  20.688 s
[39] loss: 1.202, train acc: 64.834 test acc: 57.670  20.856 s
[40] loss: 1.205, train acc: 64.590 test acc: 56.820  20.451 s
[41] loss: 1.202, train acc: 64.810 test acc: 56.800  20.481 s
[42] loss: 1.196, train acc: 64.856 test acc: 57.330  20.648 s
[43] loss: 1.186, train acc: 65.152 test acc: 57.970  20.571 s
[44] loss: 1.204, train acc: 64.792 test acc: 57.190  20.592 s
[45] loss: 1.202, train acc: 64.742 test acc: 55.780  20.225 s
[46] loss: 1.203, train acc: 64.750 test acc: 56.940  20.661 s
[47] loss: 1.202, train acc: 64.532 test acc: 57.050  20.281 s
[48] loss: 1.200, train acc: 64.664 test acc: 55.670  20.608 s
[49] loss: 1.189, train acc: 65.060 test acc: 55.890  20.534 s
[50] loss: 1.192, train acc: 64.926 test acc: 57.690  20.510 s