checkpoints/shallow005_nas_2b8b_noSAM_1lyrDeep/train_log.txt

[1] loss: 3.758, train acc: 12.210 test acc: 20.400  11.378 s
[2] loss: 2.983, train acc: 24.974 test acc: 29.560  11.949 s
[3] loss: 2.568, train acc: 33.144 test acc: 35.760  11.599 s
[4] loss: 2.305, train acc: 38.934 test acc: 40.890  11.453 s
[5] loss: 2.124, train acc: 42.856 test acc: 43.120  11.548 s
[6] loss: 1.974, train acc: 46.386 test acc: 45.510  11.675 s
[7] loss: 1.871, train acc: 48.858 test acc: 46.080  11.797 s
[8] loss: 1.791, train acc: 50.472 test acc: 48.790  11.844 s
[9] loss: 1.712, train acc: 52.538 test acc: 49.270  11.284 s
[10] loss: 1.659, train acc: 53.592 test acc: 51.050  11.752 s
[11] loss: 1.607, train acc: 54.836 test acc: 50.740  11.534 s
[12] loss: 1.559, train acc: 56.114 test acc: 51.910  11.743 s
[13] loss: 1.507, train acc: 57.634 test acc: 52.030  11.460 s
[14] loss: 1.474, train acc: 58.104 test acc: 52.450  11.520 s
[15] loss: 1.437, train acc: 59.338 test acc: 53.700  11.929 s
[16] loss: 1.408, train acc: 59.828 test acc: 54.210  11.480 s
[17] loss: 1.381, train acc: 60.614 test acc: 54.740  11.500 s
[18] loss: 1.342, train acc: 61.682 test acc: 55.410  11.945 s
[19] loss: 1.322, train acc: 62.176 test acc: 54.790  11.742 s
[20] loss: 1.297, train acc: 62.718 test acc: 55.370  11.303 s
[21] loss: 1.273, train acc: 63.300 test acc: 55.050  11.661 s
[22] loss: 1.251, train acc: 63.596 test acc: 55.690  11.552 s
[23] loss: 1.227, train acc: 64.452 test acc: 56.510  11.237 s
[24] loss: 1.213, train acc: 64.796 test acc: 56.410  11.536 s
[25] loss: 1.190, train acc: 65.416 test acc: 56.880  11.411 s
[26] loss: 1.173, train acc: 66.098 test acc: 56.670  11.392 s
[27] loss: 1.153, train acc: 66.560 test acc: 56.490  10.941 s
[28] loss: 1.141, train acc: 66.658 test acc: 57.660  11.466 s
[29] loss: 1.129, train acc: 66.944 test acc: 57.010  11.666 s
[30] loss: 1.105, train acc: 67.570 test acc: 56.990  11.631 s
[31] loss: 1.092, train acc: 68.068 test acc: 58.110  11.091 s
[32] loss: 1.079, train acc: 68.446 test acc: 57.280  11.564 s
[33] loss: 1.067, train acc: 68.886 test acc: 57.340  12.197 s
[34] loss: 1.053, train acc: 69.060 test acc: 57.380  11.803 s
[35] loss: 1.043, train acc: 69.156 test acc: 57.380  11.677 s
[36] loss: 1.028, train acc: 69.598 test acc: 57.820  11.650 s
[37] loss: 1.014, train acc: 69.900 test acc: 58.080  11.650 s
[38] loss: 1.003, train acc: 70.174 test acc: 58.400  11.619 s
[39] loss: 0.993, train acc: 70.606 test acc: 58.110  11.892 s
[40] loss: 0.982, train acc: 70.740 test acc: 58.260  11.993 s
[41] loss: 0.974, train acc: 70.992 test acc: 58.100  11.644 s
[42] loss: 0.959, train acc: 71.346 test acc: 58.060  11.491 s
[43] loss: 0.950, train acc: 71.732 test acc: 57.900  11.888 s
[44] loss: 0.939, train acc: 71.622 test acc: 58.750  11.739 s
[45] loss: 0.933, train acc: 71.976 test acc: 57.880  11.596 s
[46] loss: 0.925, train acc: 72.316 test acc: 58.370  11.535 s
[47] loss: 0.913, train acc: 72.612 test acc: 58.530  11.291 s
[48] loss: 0.905, train acc: 72.750 test acc: 59.240  11.878 s
[49] loss: 0.888, train acc: 73.406 test acc: 58.770  11.617 s
[50] loss: 0.891, train acc: 73.154 test acc: 58.470  11.751 s
[1] loss: 0.780, train acc: 76.672 test acc: 60.680  11.777 s
[2] loss: 0.751, train acc: 77.650 test acc: 60.810  11.727 s
[3] loss: 0.737, train acc: 77.998 test acc: 60.810  11.870 s
[4] loss: 0.736, train acc: 78.064 test acc: 60.800  11.170 s
[5] loss: 0.727, train acc: 78.344 test acc: 60.710  11.860 s
[6] loss: 0.720, train acc: 78.388 test acc: 60.650  11.440 s
[7] loss: 0.720, train acc: 78.468 test acc: 60.410  11.554 s
[8] loss: 0.715, train acc: 78.718 test acc: 60.240  11.498 s
[9] loss: 0.706, train acc: 78.880 test acc: 60.250  11.620 s
[10] loss: 0.703, train acc: 78.940 test acc: 60.400  11.720 s
[1] loss: 0.674, train acc: 79.932 test acc: 60.800  11.595 s
[2] loss: 0.671, train acc: 79.954 test acc: 60.880  11.029 s
[3] loss: 0.665, train acc: 80.332 test acc: 60.960  11.441 s
[4] loss: 0.666, train acc: 80.088 test acc: 60.700  11.655 s
[5] loss: 0.662, train acc: 80.366 test acc: 60.860  11.867 s
[6] loss: 0.655, train acc: 80.620 test acc: 60.950  11.646 s
[7] loss: 0.657, train acc: 80.368 test acc: 60.860  11.853 s
[8] loss: 0.655, train acc: 80.580 test acc: 60.740  11.275 s
[9] loss: 0.653, train acc: 80.564 test acc: 60.830  11.612 s
[10] loss: 0.655, train acc: 80.474 test acc: 60.980  11.279 s
[1] loss: 0.644, train acc: 80.954 test acc: 60.820  11.920 s
[2] loss: 0.645, train acc: 80.772 test acc: 60.920  11.753 s
[3] loss: 0.643, train acc: 80.888 test acc: 60.930  11.828 s
[4] loss: 0.646, train acc: 80.770 test acc: 60.810  11.803 s
[5] loss: 0.646, train acc: 80.984 test acc: 60.820  11.240 s
[6] loss: 0.641, train acc: 80.980 test acc: 60.750  11.398 s
[7] loss: 0.646, train acc: 80.646 test acc: 60.680  11.805 s
[8] loss: 0.645, train acc: 80.852 test acc: 60.980  11.564 s
[9] loss: 0.641, train acc: 81.142 test acc: 60.810  11.159 s
[10] loss: 0.644, train acc: 80.924 test acc: 60.770  12.116 s
[1] loss: 2.450, train acc: 37.072 test acc: 45.080  20.468 s
[2] loss: 1.786, train acc: 50.514 test acc: 48.780  20.117 s
[3] loss: 1.655, train acc: 53.522 test acc: 50.480  20.066 s
[4] loss: 1.588, train acc: 55.062 test acc: 50.480  20.067 s
[5] loss: 1.544, train acc: 56.050 test acc: 51.440  20.238 s
[6] loss: 1.493, train acc: 57.396 test acc: 53.240  20.372 s
[7] loss: 1.485, train acc: 57.374 test acc: 52.840  20.011 s
[8] loss: 1.463, train acc: 58.102 test acc: 53.240  19.987 s
[9] loss: 1.444, train acc: 58.558 test acc: 54.110  20.409 s
[10] loss: 1.428, train acc: 58.886 test acc: 54.630  20.183 s
[11] loss: 1.414, train acc: 59.196 test acc: 54.260  19.546 s
[12] loss: 1.409, train acc: 59.272 test acc: 53.420  19.960 s
[13] loss: 1.396, train acc: 59.392 test acc: 54.740  20.434 s
[14] loss: 1.378, train acc: 59.892 test acc: 54.730  20.086 s
[15] loss: 1.372, train acc: 60.306 test acc: 54.240  20.044 s
[16] loss: 1.358, train acc: 60.426 test acc: 54.680  20.304 s
[17] loss: 1.357, train acc: 60.894 test acc: 55.070  20.125 s
[18] loss: 1.345, train acc: 61.228 test acc: 55.220  20.601 s
[19] loss: 1.346, train acc: 60.964 test acc: 55.180  20.630 s
[20] loss: 1.340, train acc: 60.866 test acc: 55.790  19.743 s
[21] loss: 1.328, train acc: 61.414 test acc: 54.640  19.763 s
[22] loss: 1.328, train acc: 61.232 test acc: 55.220  20.463 s
[23] loss: 1.329, train acc: 61.366 test acc: 55.190  20.120 s
[24] loss: 1.319, train acc: 61.482 test acc: 55.130  19.579 s
[25] loss: 1.316, train acc: 61.496 test acc: 54.400  20.271 s
[26] loss: 1.319, train acc: 61.558 test acc: 54.950  19.727 s
[27] loss: 1.316, train acc: 61.558 test acc: 55.240  20.357 s
[28] loss: 1.316, train acc: 61.584 test acc: 56.260  20.082 s
[29] loss: 1.307, train acc: 61.810 test acc: 55.600  20.294 s
[30] loss: 1.305, train acc: 61.776 test acc: 55.500  20.095 s
[31] loss: 1.296, train acc: 62.264 test acc: 56.590  19.858 s
[32] loss: 1.296, train acc: 62.298 test acc: 55.580  20.054 s
[33] loss: 1.291, train acc: 62.188 test acc: 55.320  20.039 s
[34] loss: 1.289, train acc: 62.324 test acc: 55.280  20.593 s
[35] loss: 1.287, train acc: 62.298 test acc: 55.600  20.169 s
[36] loss: 1.284, train acc: 62.586 test acc: 56.040  20.441 s
[37] loss: 1.296, train acc: 62.236 test acc: 54.620  20.664 s
[38] loss: 1.281, train acc: 62.502 test acc: 55.140  20.141 s
[39] loss: 1.288, train acc: 62.392 test acc: 57.290  19.608 s
[40] loss: 1.283, train acc: 62.594 test acc: 55.320  19.980 s
[41] loss: 1.280, train acc: 62.652 test acc: 54.900  20.485 s
[42] loss: 1.279, train acc: 62.600 test acc: 55.650  19.912 s
[43] loss: 1.280, train acc: 62.602 test acc: 54.960  20.114 s
[44] loss: 1.277, train acc: 62.884 test acc: 55.420  20.139 s
[45] loss: 1.274, train acc: 62.992 test acc: 57.040  20.589 s
[46] loss: 1.270, train acc: 62.880 test acc: 55.470  20.156 s
[47] loss: 1.273, train acc: 62.858 test acc: 54.940  20.100 s
[48] loss: 1.271, train acc: 62.764 test acc: 55.810  20.489 s
[49] loss: 1.269, train acc: 62.940 test acc: 56.830  20.245 s
[50] loss: 1.269, train acc: 62.924 test acc: 56.930  20.155 s