checkpoints/shallow003_nas_2b8b_noSAM_3lyrDeep/train_log.txt

[1] loss: 3.748, train acc: 12.484 test acc: 21.510  12.026 s
[2] loss: 2.943, train acc: 25.766 test acc: 30.240  11.710 s
[3] loss: 2.524, train acc: 34.124 test acc: 35.950  11.683 s
[4] loss: 2.263, train acc: 40.030 test acc: 39.590  11.284 s
[5] loss: 2.080, train acc: 43.916 test acc: 43.520  11.613 s
[6] loss: 1.952, train acc: 46.980 test acc: 45.560  11.733 s
[7] loss: 1.841, train acc: 49.742 test acc: 47.210  11.376 s
[8] loss: 1.759, train acc: 51.364 test acc: 48.960  11.933 s
[9] loss: 1.687, train acc: 52.996 test acc: 50.840  11.637 s
[10] loss: 1.620, train acc: 54.474 test acc: 50.740  10.910 s
[11] loss: 1.567, train acc: 56.076 test acc: 51.140  11.652 s
[12] loss: 1.529, train acc: 57.006 test acc: 52.780  11.509 s
[13] loss: 1.476, train acc: 58.156 test acc: 53.590  11.400 s
[14] loss: 1.446, train acc: 58.972 test acc: 53.400  11.674 s
[15] loss: 1.410, train acc: 59.906 test acc: 54.330  11.713 s
[16] loss: 1.377, train acc: 60.740 test acc: 53.670  11.697 s
[17] loss: 1.348, train acc: 61.490 test acc: 54.460  11.352 s
[18] loss: 1.327, train acc: 62.210 test acc: 56.160  11.564 s
[19] loss: 1.293, train acc: 63.050 test acc: 56.710  11.544 s
[20] loss: 1.270, train acc: 63.242 test acc: 56.680  11.762 s
[21] loss: 1.244, train acc: 63.928 test acc: 56.290  11.580 s
[22] loss: 1.227, train acc: 64.548 test acc: 56.300  11.987 s
[23] loss: 1.204, train acc: 65.196 test acc: 56.450  11.768 s
[24] loss: 1.191, train acc: 65.606 test acc: 56.190  11.857 s
[25] loss: 1.165, train acc: 66.212 test acc: 57.000  11.420 s
[26] loss: 1.156, train acc: 66.322 test acc: 57.170  11.718 s
[27] loss: 1.132, train acc: 66.982 test acc: 57.420  11.377 s
[28] loss: 1.119, train acc: 67.288 test acc: 57.880  11.992 s
[29] loss: 1.104, train acc: 67.570 test acc: 57.680  11.782 s
[30] loss: 1.089, train acc: 68.166 test acc: 57.360  11.819 s
[31] loss: 1.076, train acc: 68.394 test acc: 58.090  11.710 s
[32] loss: 1.064, train acc: 68.614 test acc: 57.210  11.920 s
[33] loss: 1.048, train acc: 69.070 test acc: 58.110  11.194 s
[34] loss: 1.032, train acc: 69.422 test acc: 58.240  11.648 s
[35] loss: 1.026, train acc: 69.752 test acc: 58.310  11.994 s
[36] loss: 1.012, train acc: 70.188 test acc: 58.360  11.411 s
[37] loss: 1.000, train acc: 70.522 test acc: 57.900  12.047 s
[38] loss: 0.989, train acc: 70.500 test acc: 58.190  11.538 s
[39] loss: 0.977, train acc: 70.904 test acc: 58.950  11.792 s
[40] loss: 0.958, train acc: 71.470 test acc: 59.150  11.868 s
[41] loss: 0.957, train acc: 71.588 test acc: 59.200  11.879 s
[42] loss: 0.947, train acc: 71.810 test acc: 58.980  11.782 s
[43] loss: 0.939, train acc: 71.964 test acc: 59.180  11.664 s
[44] loss: 0.930, train acc: 72.208 test acc: 59.110  11.918 s
[45] loss: 0.918, train acc: 72.646 test acc: 59.160  11.522 s
[46] loss: 0.915, train acc: 72.562 test acc: 59.180  11.552 s
[47] loss: 0.897, train acc: 73.044 test acc: 58.970  11.787 s
[48] loss: 0.891, train acc: 73.268 test acc: 58.710  11.519 s
[49] loss: 0.885, train acc: 73.220 test acc: 58.890  11.578 s
[50] loss: 0.876, train acc: 73.760 test acc: 59.210  11.502 s
[1] loss: 0.770, train acc: 77.116 test acc: 60.810  11.335 s
[2] loss: 0.737, train acc: 78.020 test acc: 60.940  11.419 s
[3] loss: 0.726, train acc: 78.444 test acc: 60.970  11.618 s
[4] loss: 0.713, train acc: 78.702 test acc: 61.270  11.258 s
[5] loss: 0.715, train acc: 78.808 test acc: 60.660  12.092 s
[6] loss: 0.710, train acc: 78.756 test acc: 61.710  11.643 s
[7] loss: 0.702, train acc: 78.962 test acc: 60.380  11.553 s
[8] loss: 0.697, train acc: 79.136 test acc: 60.410  11.848 s
[9] loss: 0.692, train acc: 79.226 test acc: 60.970  11.657 s
[10] loss: 0.689, train acc: 79.300 test acc: 61.250  11.734 s
[1] loss: 0.658, train acc: 80.298 test acc: 61.470  11.689 s
[2] loss: 0.657, train acc: 80.656 test acc: 61.490  11.420 s
[3] loss: 0.649, train acc: 80.668 test acc: 61.770  11.417 s
[4] loss: 0.648, train acc: 80.640 test acc: 61.540  11.730 s
[5] loss: 0.647, train acc: 80.556 test acc: 61.560  11.314 s
[6] loss: 0.645, train acc: 80.774 test acc: 61.910  11.567 s
[7] loss: 0.647, train acc: 80.736 test acc: 61.510  11.578 s
[8] loss: 0.641, train acc: 80.874 test acc: 61.470  12.034 s
[9] loss: 0.642, train acc: 81.036 test acc: 61.700  11.848 s
[10] loss: 0.635, train acc: 81.292 test acc: 61.410  12.015 s
[1] loss: 0.633, train acc: 81.112 test acc: 61.590  11.310 s
[2] loss: 0.632, train acc: 81.122 test acc: 61.630  11.808 s
[3] loss: 0.628, train acc: 81.314 test acc: 61.540  11.885 s
[4] loss: 0.628, train acc: 81.388 test acc: 61.660  11.753 s
[5] loss: 0.627, train acc: 81.332 test acc: 61.670  12.007 s
[6] loss: 0.627, train acc: 81.364 test acc: 61.550  11.470 s
[7] loss: 0.628, train acc: 81.382 test acc: 61.560  11.791 s
[8] loss: 0.627, train acc: 81.312 test acc: 61.610  11.375 s
[9] loss: 0.621, train acc: 81.582 test acc: 61.600  11.764 s
[10] loss: 0.625, train acc: 81.338 test acc: 61.630  12.091 s
[1] loss: 1.925, train acc: 49.460 test acc: 52.550  20.556 s
[2] loss: 1.402, train acc: 60.186 test acc: 54.660  20.613 s
[3] loss: 1.318, train acc: 61.972 test acc: 54.660  20.445 s
[4] loss: 1.276, train acc: 63.102 test acc: 56.490  20.523 s
[5] loss: 1.233, train acc: 64.180 test acc: 57.600  20.590 s
[6] loss: 1.219, train acc: 64.716 test acc: 57.320  20.672 s
[7] loss: 1.201, train acc: 65.226 test acc: 57.550  20.196 s
[8] loss: 1.180, train acc: 65.520 test acc: 55.960  20.292 s
[9] loss: 1.170, train acc: 65.916 test acc: 57.830  20.603 s
[10] loss: 1.162, train acc: 66.054 test acc: 57.360  20.323 s
[11] loss: 1.146, train acc: 66.522 test acc: 58.240  20.503 s
[12] loss: 1.141, train acc: 66.810 test acc: 58.090  20.671 s
[13] loss: 1.136, train acc: 66.490 test acc: 57.220  20.293 s
[14] loss: 1.123, train acc: 67.188 test acc: 55.900  20.503 s
[15] loss: 1.127, train acc: 66.988 test acc: 58.330  20.268 s
[16] loss: 1.112, train acc: 67.264 test acc: 57.720  20.557 s
[17] loss: 1.114, train acc: 67.136 test acc: 58.960  20.471 s
[18] loss: 1.107, train acc: 67.646 test acc: 57.660  20.380 s
[19] loss: 1.103, train acc: 67.592 test acc: 58.960  20.684 s
[20] loss: 1.101, train acc: 67.398 test acc: 59.200  20.753 s
[21] loss: 1.098, train acc: 67.754 test acc: 58.150  20.839 s
[22] loss: 1.092, train acc: 68.036 test acc: 58.120  20.640 s
[23] loss: 1.101, train acc: 67.590 test acc: 58.100  20.528 s
[24] loss: 1.086, train acc: 67.870 test acc: 58.570  20.597 s
[25] loss: 1.095, train acc: 67.732 test acc: 58.520  20.448 s
[26] loss: 1.091, train acc: 67.630 test acc: 58.680  20.652 s
[27] loss: 1.079, train acc: 68.212 test acc: 58.510  21.863 s
[28] loss: 1.082, train acc: 68.062 test acc: 56.820  20.298 s
[29] loss: 1.081, train acc: 68.120 test acc: 59.230  20.341 s
[30] loss: 1.077, train acc: 68.210 test acc: 58.680  20.776 s
[31] loss: 1.073, train acc: 68.102 test acc: 57.100  20.465 s
[32] loss: 1.071, train acc: 68.396 test acc: 59.510  20.186 s
[33] loss: 1.077, train acc: 68.274 test acc: 58.500  20.350 s
[34] loss: 1.069, train acc: 68.392 test acc: 58.770  20.483 s
[35] loss: 1.061, train acc: 68.798 test acc: 57.540  20.717 s
[36] loss: 1.073, train acc: 68.198 test acc: 59.950  20.426 s
[37] loss: 1.054, train acc: 68.628 test acc: 58.640  20.496 s
[38] loss: 1.065, train acc: 68.460 test acc: 57.900  20.693 s
[39] loss: 1.054, train acc: 68.796 test acc: 58.020  20.547 s
[40] loss: 1.064, train acc: 68.334 test acc: 58.980  20.574 s
[41] loss: 1.060, train acc: 68.674 test acc: 58.490  20.489 s
[42] loss: 1.054, train acc: 68.968 test acc: 59.420  20.531 s
[43] loss: 1.054, train acc: 68.602 test acc: 59.820  20.785 s
[44] loss: 1.062, train acc: 68.442 test acc: 58.470  20.427 s
[45] loss: 1.052, train acc: 68.804 test acc: 59.250  20.547 s
[46] loss: 1.047, train acc: 68.804 test acc: 58.600  20.488 s
[47] loss: 1.056, train acc: 68.814 test acc: 58.970  20.489 s
[48] loss: 1.048, train acc: 68.940 test acc: 58.520  20.624 s
[49] loss: 1.045, train acc: 69.118 test acc: 58.250  20.727 s
[50] loss: 1.044, train acc: 68.990 test acc: 59.240  20.844 s