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| epoch, train/loss, metrics/accuracy_top1, metrics/accuracy_top5, val/loss, lr/pg0, lr/pg1, lr/pg2 | |
| 0, 5.5416, 0.50669, 1, 10.956, 0.070159, 0.0033157, 0.0033157 | |
| 1, 5.5047, 0.55411, 1, 10.75, 0.040093, 0.0065832, 0.0065832 | |
| 2, 5.4222, 0.58461, 1, 10.639, 0.0099611, 0.0097847, 0.0097847 | |
| 3, 5.2532, 0.69717, 1, 9.8313, 0.009703, 0.009703, 0.009703 | |
| 4, 4.958, 0.73121, 1, 9.2953, 0.009703, 0.009703, 0.009703 | |
| 5, 4.7642, 0.68044, 1, 9.7063, 0.009604, 0.009604, 0.009604 | |
| 6, 4.6205, 0.75364, 1, 9.0844, 0.009505, 0.009505, 0.009505 | |
| 7, 4.5059, 0.72334, 1, 9.3578, 0.009406, 0.009406, 0.009406 | |
| 8, 4.4169, 0.79418, 1, 8.3141, 0.009307, 0.009307, 0.009307 | |
| 9, 4.3508, 0.79378, 1, 8.7203, 0.009208, 0.009208, 0.009208 | |
| 10, 4.2707, 0.80067, 1, 8.4641, 0.009109, 0.009109, 0.009109 | |
| 11, 4.2023, 0.805, 1, 8.1141, 0.00901, 0.00901, 0.00901 | |
| 12, 4.1543, 0.82468, 1, 8.2203, 0.008911, 0.008911, 0.008911 | |
| 13, 4.1146, 0.78867, 1, 8.4797, 0.008812, 0.008812, 0.008812 | |
| 14, 4.0376, 0.76348, 1, 9.0609, 0.008713, 0.008713, 0.008713 | |
| 15, 3.9988, 0.84947, 1, 7.6094, 0.008614, 0.008614, 0.008614 | |
| 16, 3.9219, 0.84632, 1, 7.8945, 0.008515, 0.008515, 0.008515 | |
| 17, 3.8627, 0.85557, 1, 7.4461, 0.008416, 0.008416, 0.008416 | |
| 18, 3.8134, 0.82113, 1, 8.1742, 0.008317, 0.008317, 0.008317 | |
| 19, 3.7674, 0.86364, 1, 7.3414, 0.008218, 0.008218, 0.008218 | |
| 20, 3.6872, 0.86698, 1, 7.3883, 0.008119, 0.008119, 0.008119 | |
| 21, 3.6458, 0.88508, 1, 7.0422, 0.00802, 0.00802, 0.00802 | |
| 22, 3.6013, 0.87682, 1, 7.0398, 0.007921, 0.007921, 0.007921 | |
| 23, 3.5386, 0.88843, 1, 7.0906, 0.007822, 0.007822, 0.007822 | |
| 24, 3.5021, 0.90929, 1, 6.7047, 0.007723, 0.007723, 0.007723 | |
| 25, 3.4811, 0.89709, 1, 6.9242, 0.007624, 0.007624, 0.007624 | |
| 26, 3.4568, 0.91106, 1, 6.7039, 0.007525, 0.007525, 0.007525 | |
| 27, 3.4255, 0.90712, 1, 6.6664, 0.007426, 0.007426, 0.007426 | |
| 28, 3.374, 0.90338, 1, 6.8336, 0.007327, 0.007327, 0.007327 | |
| 29, 3.3352, 0.91637, 1, 6.5492, 0.007228, 0.007228, 0.007228 | |
| 30, 3.3159, 0.91558, 1, 6.5406, 0.007129, 0.007129, 0.007129 | |
| 31, 3.2674, 0.92247, 1, 6.4414, 0.00703, 0.00703, 0.00703 | |
| 32, 3.2484, 0.92562, 1, 6.3805, 0.006931, 0.006931, 0.006931 | |
| 33, 3.2061, 0.9205, 1, 6.3875, 0.006832, 0.006832, 0.006832 | |
| 34, 3.1725, 0.92995, 1, 6.325, 0.006733, 0.006733, 0.006733 | |
| 35, 3.1673, 0.92641, 1, 6.3453, 0.006634, 0.006634, 0.006634 | |
| 36, 3.123, 0.92601, 1, 6.2336, 0.006535, 0.006535, 0.006535 | |
| 37, 3.1132, 0.92778, 1, 6.2602, 0.006436, 0.006436, 0.006436 | |
| 38, 3.0721, 0.93152, 1, 6.207, 0.006337, 0.006337, 0.006337 | |
| 39, 3.0491, 0.93664, 1, 6.1188, 0.006238, 0.006238, 0.006238 | |
| 40, 3.0232, 0.94097, 1, 6.0781, 0.006139, 0.006139, 0.006139 | |
| 41, 2.9917, 0.939, 1, 6.0617, 0.00604, 0.00604, 0.00604 | |
| 42, 2.9734, 0.94116, 1, 6.0453, 0.005941, 0.005941, 0.005941 | |
| 43, 2.9534, 0.94156, 1, 6.0016, 0.005842, 0.005842, 0.005842 | |
| 44, 2.907, 0.93959, 1, 5.9914, 0.005743, 0.005743, 0.005743 | |
| 45, 2.8945, 0.94353, 1, 5.9461, 0.005644, 0.005644, 0.005644 | |
| 46, 2.873, 0.94648, 1, 5.9039, 0.005545, 0.005545, 0.005545 | |
| 47, 2.8462, 0.94884, 1, 5.9281, 0.005446, 0.005446, 0.005446 | |
| 48, 2.8267, 0.94923, 1, 5.907, 0.005347, 0.005347, 0.005347 | |
| 49, 2.8004, 0.94667, 1, 5.8906, 0.005248, 0.005248, 0.005248 | |
| 50, 2.7884, 0.95081, 1, 5.8547, 0.005149, 0.005149, 0.005149 | |
| 51, 2.7668, 0.95356, 1, 5.818, 0.00505, 0.00505, 0.00505 | |
| 52, 2.7351, 0.95651, 1, 5.7719, 0.004951, 0.004951, 0.004951 | |
| 53, 2.7076, 0.95514, 1, 5.7742, 0.004852, 0.004852, 0.004852 | |
| 54, 2.697, 0.95553, 1, 5.7711, 0.004753, 0.004753, 0.004753 | |
| 55, 2.6597, 0.9571, 1, 5.7313, 0.004654, 0.004654, 0.004654 | |
| 56, 2.6733, 0.95632, 1, 5.7188, 0.004555, 0.004555, 0.004555 | |
| 57, 2.6115, 0.95553, 1, 5.7164, 0.004456, 0.004456, 0.004456 | |
| 58, 2.6045, 0.95907, 1, 5.693, 0.004357, 0.004357, 0.004357 | |
| 59, 2.5843, 0.95828, 1, 5.6852, 0.004258, 0.004258, 0.004258 | |
| 60, 2.5937, 0.95966, 1, 5.6914, 0.004159, 0.004159, 0.004159 | |
| 61, 2.5564, 0.96124, 1, 5.6688, 0.00406, 0.00406, 0.00406 | |
| 62, 2.5377, 0.96242, 1, 5.6602, 0.003961, 0.003961, 0.003961 | |
| 63, 2.5002, 0.96379, 1, 5.6375, 0.003862, 0.003862, 0.003862 | |
| 64, 2.4955, 0.96478, 1, 5.6242, 0.003763, 0.003763, 0.003763 | |
| 65, 2.4717, 0.9636, 1, 5.6102, 0.003664, 0.003664, 0.003664 | |
| 66, 2.4411, 0.96556, 1, 5.5938, 0.003565, 0.003565, 0.003565 | |
| 67, 2.4351, 0.96556, 1, 5.5859, 0.003466, 0.003466, 0.003466 | |
| 68, 2.4095, 0.96497, 1, 5.5828, 0.003367, 0.003367, 0.003367 | |
| 69, 2.3852, 0.96616, 1, 5.5734, 0.003268, 0.003268, 0.003268 | |
| 70, 2.373, 0.96596, 1, 5.5672, 0.003169, 0.003169, 0.003169 | |
| 71, 2.329, 0.96576, 1, 5.5625, 0.00307, 0.00307, 0.00307 | |
| 72, 2.3093, 0.96635, 1, 5.5516, 0.002971, 0.002971, 0.002971 | |
| 73, 2.294, 0.96655, 1, 5.5484, 0.002872, 0.002872, 0.002872 | |
| 74, 2.2737, 0.96675, 1, 5.5414, 0.002773, 0.002773, 0.002773 | |
| 75, 2.2477, 0.96773, 1, 5.5352, 0.002674, 0.002674, 0.002674 | |
| 76, 2.2475, 0.96891, 1, 5.5266, 0.002575, 0.002575, 0.002575 | |
| 77, 2.2049, 0.9697, 1, 5.5203, 0.002476, 0.002476, 0.002476 | |
| 78, 2.177, 0.9695, 1, 5.5141, 0.002377, 0.002377, 0.002377 | |
| 79, 2.1432, 0.97029, 1, 5.5055, 0.002278, 0.002278, 0.002278 | |
| 80, 2.1023, 0.97068, 1, 5.4969, 0.002179, 0.002179, 0.002179 | |
| 81, 2.0898, 0.97127, 1, 5.4898, 0.00208, 0.00208, 0.00208 | |
| 82, 2.0706, 0.97127, 1, 5.4828, 0.001981, 0.001981, 0.001981 | |
| 83, 2.0451, 0.97127, 1, 5.4773, 0.001882, 0.001882, 0.001882 | |
| 84, 2.0271, 0.97166, 1, 5.4695, 0.001783, 0.001783, 0.001783 | |
| 85, 1.9841, 0.97245, 1, 5.4648, 0.001684, 0.001684, 0.001684 | |
| 86, 1.9627, 0.97245, 1, 5.4586, 0.001585, 0.001585, 0.001585 | |
| 87, 1.9219, 0.97383, 1, 5.4523, 0.001486, 0.001486, 0.001486 | |
| 88, 1.8855, 0.97442, 1, 5.4461, 0.001387, 0.001387, 0.001387 | |
| 89, 1.8957, 0.97442, 1, 5.4422, 0.001288, 0.001288, 0.001288 | |
| 90, 1.8153, 0.97422, 1, 5.4367, 0.001189, 0.001189, 0.001189 | |
| 91, 1.8152, 0.97422, 1, 5.4352, 0.00109, 0.00109, 0.00109 | |
| 92, 1.7587, 0.97442, 1, 5.4289, 0.000991, 0.000991, 0.000991 | |
| 93, 1.735, 0.97403, 1, 5.4266, 0.000892, 0.000892, 0.000892 | |
| 94, 1.7055, 0.97501, 1, 5.4242, 0.000793, 0.000793, 0.000793 | |
| 95, 1.6447, 0.9754, 1, 5.4195, 0.000694, 0.000694, 0.000694 | |
| 96, 1.6172, 0.9754, 1, 5.4156, 0.000595, 0.000595, 0.000595 | |
| 97, 1.582, 0.9756, 1, 5.4117, 0.000496, 0.000496, 0.000496 | |
| 98, 1.517, 0.97717, 1, 5.4078, 0.000397, 0.000397, 0.000397 | |
| 99, 1.4948, 0.97717, 1, 5.4047, 0.000298, 0.000298, 0.000298 | |