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| {"mode": "train", "epoch": 2, "iter": 200, "lr": 0.025, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.39812, "top5_acc": 0.80812, "loss_cls": 2.50912, "loss": 2.50912, "time": 0.21829} | |
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| {"mode": "train", "epoch": 3, "iter": 600, "lr": 0.02498, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.60438, "top5_acc": 0.92562, "loss_cls": 1.68519, "loss": 1.68519, "time": 0.21239} | |
| {"mode": "train", "epoch": 3, "iter": 700, "lr": 0.02498, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.59938, "top5_acc": 0.94375, "loss_cls": 1.64089, "loss": 1.64089, "time": 0.21489} | |
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| {"mode": "train", "epoch": 4, "iter": 200, "lr": 0.02497, "memory": 4082, "data_time": 0.0004, "top1_acc": 0.65062, "top5_acc": 0.95625, "loss_cls": 1.41887, "loss": 1.41887, "time": 0.21769} | |
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| {"mode": "train", "epoch": 4, "iter": 900, "lr": 0.02496, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.68062, "top5_acc": 0.96188, "loss_cls": 1.3752, "loss": 1.3752, "time": 0.21861} | |
| {"mode": "train", "epoch": 4, "iter": 1000, "lr": 0.02496, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.6875, "top5_acc": 0.9625, "loss_cls": 1.32132, "loss": 1.32132, "time": 0.2173} | |
| {"mode": "train", "epoch": 4, "iter": 1100, "lr": 0.02496, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.68938, "top5_acc": 0.95875, "loss_cls": 1.3502, "loss": 1.3502, "time": 0.2172} | |
| {"mode": "train", "epoch": 4, "iter": 1200, "lr": 0.02496, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.69, "top5_acc": 0.95938, "loss_cls": 1.29171, "loss": 1.29171, "time": 0.21592} | |
| {"mode": "val", "epoch": 4, "iter": 533, "lr": 0.02496, "top1_acc": 0.68396, "top5_acc": 0.95963, "mean_class_accuracy": 0.55857} | |
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| {"mode": "train", "epoch": 5, "iter": 300, "lr": 0.02495, "memory": 4082, "data_time": 0.00054, "top1_acc": 0.67688, "top5_acc": 0.9675, "loss_cls": 1.29908, "loss": 1.29908, "time": 0.21533} | |
| {"mode": "train", "epoch": 5, "iter": 400, "lr": 0.02495, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.70188, "top5_acc": 0.96625, "loss_cls": 1.27221, "loss": 1.27221, "time": 0.2165} | |
| {"mode": "train", "epoch": 5, "iter": 500, "lr": 0.02495, "memory": 4082, "data_time": 0.00036, "top1_acc": 0.70312, "top5_acc": 0.9725, "loss_cls": 1.24289, "loss": 1.24289, "time": 0.21555} | |
| {"mode": "train", "epoch": 5, "iter": 600, "lr": 0.02495, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.71125, "top5_acc": 0.97625, "loss_cls": 1.20539, "loss": 1.20539, "time": 0.21516} | |
| {"mode": "train", "epoch": 5, "iter": 700, "lr": 0.02494, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.70875, "top5_acc": 0.97125, "loss_cls": 1.23242, "loss": 1.23242, "time": 0.2172} | |
| {"mode": "train", "epoch": 5, "iter": 800, "lr": 0.02494, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.70875, "top5_acc": 0.965, "loss_cls": 1.22605, "loss": 1.22605, "time": 0.21681} | |
| {"mode": "train", "epoch": 5, "iter": 900, "lr": 0.02494, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.69688, "top5_acc": 0.97188, "loss_cls": 1.21821, "loss": 1.21821, "time": 0.21509} | |
| {"mode": "train", "epoch": 5, "iter": 1000, "lr": 0.02494, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.71688, "top5_acc": 0.975, "loss_cls": 1.20636, "loss": 1.20636, "time": 0.21339} | |
| {"mode": "train", "epoch": 5, "iter": 1100, "lr": 0.02494, "memory": 4082, "data_time": 0.00021, "top1_acc": 0.71, "top5_acc": 0.96625, "loss_cls": 1.203, "loss": 1.203, "time": 0.21337} | |
| {"mode": "train", "epoch": 5, "iter": 1200, "lr": 0.02493, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.72, "top5_acc": 0.97438, "loss_cls": 1.15162, "loss": 1.15162, "time": 0.21317} | |
| {"mode": "val", "epoch": 5, "iter": 533, "lr": 0.02493, "top1_acc": 0.70802, "top5_acc": 0.96655, "mean_class_accuracy": 0.5733} | |
| {"mode": "train", "epoch": 6, "iter": 100, "lr": 0.02493, "memory": 4082, "data_time": 0.18934, "top1_acc": 0.72, "top5_acc": 0.97, "loss_cls": 1.17324, "loss": 1.17324, "time": 0.40462} | |
| {"mode": "train", "epoch": 6, "iter": 200, "lr": 0.02493, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.73312, "top5_acc": 0.975, "loss_cls": 1.16634, "loss": 1.16634, "time": 0.21679} | |
| {"mode": "train", "epoch": 6, "iter": 300, "lr": 0.02492, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.73188, "top5_acc": 0.97938, "loss_cls": 1.13296, "loss": 1.13296, "time": 0.21608} | |
| {"mode": "train", "epoch": 6, "iter": 400, "lr": 0.02492, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.72312, "top5_acc": 0.97625, "loss_cls": 1.1295, "loss": 1.1295, "time": 0.21224} | |
| {"mode": "train", "epoch": 6, "iter": 500, "lr": 0.02492, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.74312, "top5_acc": 0.97875, "loss_cls": 1.11482, "loss": 1.11482, "time": 0.21882} | |
| {"mode": "train", "epoch": 6, "iter": 600, "lr": 0.02492, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.74188, "top5_acc": 0.9775, "loss_cls": 1.10837, "loss": 1.10837, "time": 0.21804} | |
| {"mode": "train", "epoch": 6, "iter": 700, "lr": 0.02492, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.73125, "top5_acc": 0.97188, "loss_cls": 1.17108, "loss": 1.17108, "time": 0.21831} | |
| {"mode": "train", "epoch": 6, "iter": 800, "lr": 0.02491, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.74875, "top5_acc": 0.97812, "loss_cls": 1.0753, "loss": 1.0753, "time": 0.21628} | |
| {"mode": "train", "epoch": 6, "iter": 900, "lr": 0.02491, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.74125, "top5_acc": 0.97438, "loss_cls": 1.09615, "loss": 1.09615, "time": 0.21455} | |
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| {"mode": "train", "epoch": 6, "iter": 1100, "lr": 0.02491, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.7475, "top5_acc": 0.98188, "loss_cls": 1.07514, "loss": 1.07514, "time": 0.21419} | |
| {"mode": "train", "epoch": 6, "iter": 1200, "lr": 0.0249, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.745, "top5_acc": 0.97688, "loss_cls": 1.10596, "loss": 1.10596, "time": 0.2166} | |
| {"mode": "val", "epoch": 6, "iter": 533, "lr": 0.0249, "top1_acc": 0.70978, "top5_acc": 0.96679, "mean_class_accuracy": 0.59721} | |
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| {"mode": "train", "epoch": 7, "iter": 200, "lr": 0.0249, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.74688, "top5_acc": 0.97875, "loss_cls": 1.04987, "loss": 1.04987, "time": 0.21516} | |
| {"mode": "train", "epoch": 7, "iter": 300, "lr": 0.02489, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.76312, "top5_acc": 0.98688, "loss_cls": 1.00215, "loss": 1.00215, "time": 0.21783} | |
| {"mode": "train", "epoch": 7, "iter": 400, "lr": 0.02489, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.75, "top5_acc": 0.98312, "loss_cls": 1.07532, "loss": 1.07532, "time": 0.2153} | |
| {"mode": "train", "epoch": 7, "iter": 500, "lr": 0.02489, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.75312, "top5_acc": 0.98125, "loss_cls": 1.06118, "loss": 1.06118, "time": 0.21585} | |
| {"mode": "train", "epoch": 7, "iter": 600, "lr": 0.02489, "memory": 4082, "data_time": 0.00034, "top1_acc": 0.74312, "top5_acc": 0.98188, "loss_cls": 1.08412, "loss": 1.08412, "time": 0.21529} | |
| {"mode": "train", "epoch": 7, "iter": 700, "lr": 0.02488, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.75438, "top5_acc": 0.975, "loss_cls": 1.0587, "loss": 1.0587, "time": 0.21442} | |
| {"mode": "train", "epoch": 7, "iter": 800, "lr": 0.02488, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.74938, "top5_acc": 0.97625, "loss_cls": 1.06875, "loss": 1.06875, "time": 0.21709} | |
| {"mode": "train", "epoch": 7, "iter": 900, "lr": 0.02488, "memory": 4082, "data_time": 0.00031, "top1_acc": 0.74625, "top5_acc": 0.97875, "loss_cls": 1.03682, "loss": 1.03682, "time": 0.21401} | |
| {"mode": "train", "epoch": 7, "iter": 1000, "lr": 0.02487, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.76, "top5_acc": 0.97938, "loss_cls": 1.06146, "loss": 1.06146, "time": 0.21585} | |
| {"mode": "train", "epoch": 7, "iter": 1100, "lr": 0.02487, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.75188, "top5_acc": 0.98125, "loss_cls": 1.05986, "loss": 1.05986, "time": 0.21704} | |
| {"mode": "train", "epoch": 7, "iter": 1200, "lr": 0.02487, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.75375, "top5_acc": 0.97625, "loss_cls": 1.06388, "loss": 1.06388, "time": 0.21804} | |
| {"mode": "val", "epoch": 7, "iter": 533, "lr": 0.02487, "top1_acc": 0.71705, "top5_acc": 0.9716, "mean_class_accuracy": 0.62111} | |
| {"mode": "train", "epoch": 8, "iter": 100, "lr": 0.02486, "memory": 4082, "data_time": 0.18629, "top1_acc": 0.78375, "top5_acc": 0.98625, "loss_cls": 0.95674, "loss": 0.95674, "time": 0.40293} | |
| {"mode": "train", "epoch": 8, "iter": 200, "lr": 0.02486, "memory": 4082, "data_time": 0.00031, "top1_acc": 0.7675, "top5_acc": 0.98188, "loss_cls": 0.98094, "loss": 0.98094, "time": 0.21465} | |
| {"mode": "train", "epoch": 8, "iter": 300, "lr": 0.02486, "memory": 4082, "data_time": 0.00068, "top1_acc": 0.75875, "top5_acc": 0.9825, "loss_cls": 1.03593, "loss": 1.03593, "time": 0.21648} | |
| {"mode": "train", "epoch": 8, "iter": 400, "lr": 0.02485, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.75, "top5_acc": 0.98125, "loss_cls": 1.03952, "loss": 1.03952, "time": 0.21554} | |
| {"mode": "train", "epoch": 8, "iter": 500, "lr": 0.02485, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.74812, "top5_acc": 0.98062, "loss_cls": 1.04994, "loss": 1.04994, "time": 0.21757} | |
| {"mode": "train", "epoch": 8, "iter": 600, "lr": 0.02485, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.75438, "top5_acc": 0.98375, "loss_cls": 1.00433, "loss": 1.00433, "time": 0.21536} | |
| {"mode": "train", "epoch": 8, "iter": 700, "lr": 0.02484, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.76812, "top5_acc": 0.98438, "loss_cls": 0.98836, "loss": 0.98836, "time": 0.21216} | |
| {"mode": "train", "epoch": 8, "iter": 800, "lr": 0.02484, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.76438, "top5_acc": 0.97812, "loss_cls": 1.02164, "loss": 1.02164, "time": 0.21437} | |
| {"mode": "train", "epoch": 8, "iter": 900, "lr": 0.02484, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.73375, "top5_acc": 0.97438, "loss_cls": 1.06685, "loss": 1.06685, "time": 0.21461} | |
| {"mode": "train", "epoch": 8, "iter": 1000, "lr": 0.02483, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.7725, "top5_acc": 0.98312, "loss_cls": 0.961, "loss": 0.961, "time": 0.21473} | |
| {"mode": "train", "epoch": 8, "iter": 1100, "lr": 0.02483, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.78938, "top5_acc": 0.985, "loss_cls": 0.93933, "loss": 0.93933, "time": 0.21685} | |
| {"mode": "train", "epoch": 8, "iter": 1200, "lr": 0.02483, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.75375, "top5_acc": 0.98188, "loss_cls": 1.0015, "loss": 1.0015, "time": 0.21673} | |
| {"mode": "val", "epoch": 8, "iter": 533, "lr": 0.02482, "top1_acc": 0.72046, "top5_acc": 0.97524, "mean_class_accuracy": 0.63719} | |
| {"mode": "train", "epoch": 9, "iter": 100, "lr": 0.02482, "memory": 4082, "data_time": 0.18598, "top1_acc": 0.785, "top5_acc": 0.9875, "loss_cls": 0.93381, "loss": 0.93381, "time": 0.40184} | |
| {"mode": "train", "epoch": 9, "iter": 200, "lr": 0.02482, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.77938, "top5_acc": 0.98312, "loss_cls": 0.97576, "loss": 0.97576, "time": 0.21666} | |
| {"mode": "train", "epoch": 9, "iter": 300, "lr": 0.02481, "memory": 4082, "data_time": 0.00055, "top1_acc": 0.78062, "top5_acc": 0.98062, "loss_cls": 0.96324, "loss": 0.96324, "time": 0.21551} | |
| {"mode": "train", "epoch": 9, "iter": 400, "lr": 0.02481, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.77375, "top5_acc": 0.98062, "loss_cls": 1.00125, "loss": 1.00125, "time": 0.21381} | |
| {"mode": "train", "epoch": 9, "iter": 500, "lr": 0.02481, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.77, "top5_acc": 0.985, "loss_cls": 0.95352, "loss": 0.95352, "time": 0.21431} | |
| {"mode": "train", "epoch": 9, "iter": 600, "lr": 0.0248, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.76938, "top5_acc": 0.98375, "loss_cls": 0.96432, "loss": 0.96432, "time": 0.21549} | |
| {"mode": "train", "epoch": 9, "iter": 700, "lr": 0.0248, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.7875, "top5_acc": 0.98688, "loss_cls": 0.90616, "loss": 0.90616, "time": 0.21731} | |
| {"mode": "train", "epoch": 9, "iter": 800, "lr": 0.0248, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.78875, "top5_acc": 0.98312, "loss_cls": 0.97957, "loss": 0.97957, "time": 0.21483} | |
| {"mode": "train", "epoch": 9, "iter": 900, "lr": 0.02479, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.7625, "top5_acc": 0.97625, "loss_cls": 1.02024, "loss": 1.02024, "time": 0.21586} | |
| {"mode": "train", "epoch": 9, "iter": 1000, "lr": 0.02479, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.77, "top5_acc": 0.98375, "loss_cls": 0.98039, "loss": 0.98039, "time": 0.21603} | |
| {"mode": "train", "epoch": 9, "iter": 1100, "lr": 0.02479, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.7825, "top5_acc": 0.98125, "loss_cls": 0.9392, "loss": 0.9392, "time": 0.22117} | |
| {"mode": "train", "epoch": 9, "iter": 1200, "lr": 0.02478, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.78125, "top5_acc": 0.9825, "loss_cls": 0.93064, "loss": 0.93064, "time": 0.21499} | |
| {"mode": "val", "epoch": 9, "iter": 533, "lr": 0.02478, "top1_acc": 0.73219, "top5_acc": 0.97301, "mean_class_accuracy": 0.62642} | |
| {"mode": "train", "epoch": 10, "iter": 100, "lr": 0.02477, "memory": 4082, "data_time": 0.18793, "top1_acc": 0.785, "top5_acc": 0.98438, "loss_cls": 0.94682, "loss": 0.94682, "time": 0.4023} | |
| {"mode": "train", "epoch": 10, "iter": 200, "lr": 0.02477, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.765, "top5_acc": 0.98625, "loss_cls": 0.96157, "loss": 0.96157, "time": 0.21536} | |
| {"mode": "train", "epoch": 10, "iter": 300, "lr": 0.02477, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.78875, "top5_acc": 0.99125, "loss_cls": 0.90724, "loss": 0.90724, "time": 0.2166} | |
| {"mode": "train", "epoch": 10, "iter": 400, "lr": 0.02476, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.7825, "top5_acc": 0.98188, "loss_cls": 0.92559, "loss": 0.92559, "time": 0.214} | |
| {"mode": "train", "epoch": 10, "iter": 500, "lr": 0.02476, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.77438, "top5_acc": 0.98188, "loss_cls": 0.93808, "loss": 0.93808, "time": 0.21802} | |
| {"mode": "train", "epoch": 10, "iter": 600, "lr": 0.02476, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.78, "top5_acc": 0.97875, "loss_cls": 0.96641, "loss": 0.96641, "time": 0.21417} | |
| {"mode": "train", "epoch": 10, "iter": 700, "lr": 0.02475, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.78188, "top5_acc": 0.98688, "loss_cls": 0.9443, "loss": 0.9443, "time": 0.21372} | |
| {"mode": "train", "epoch": 10, "iter": 800, "lr": 0.02475, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.7725, "top5_acc": 0.98562, "loss_cls": 0.96653, "loss": 0.96653, "time": 0.21484} | |
| {"mode": "train", "epoch": 10, "iter": 900, "lr": 0.02474, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.77812, "top5_acc": 0.98062, "loss_cls": 0.95894, "loss": 0.95894, "time": 0.21754} | |
| {"mode": "train", "epoch": 10, "iter": 1000, "lr": 0.02474, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.78375, "top5_acc": 0.98875, "loss_cls": 0.92785, "loss": 0.92785, "time": 0.21573} | |
| {"mode": "train", "epoch": 10, "iter": 1100, "lr": 0.02473, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.77812, "top5_acc": 0.98688, "loss_cls": 0.92282, "loss": 0.92282, "time": 0.21581} | |
| {"mode": "train", "epoch": 10, "iter": 1200, "lr": 0.02473, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.79562, "top5_acc": 0.98375, "loss_cls": 0.91831, "loss": 0.91831, "time": 0.21939} | |
| {"mode": "val", "epoch": 10, "iter": 533, "lr": 0.02473, "top1_acc": 0.70731, "top5_acc": 0.96526, "mean_class_accuracy": 0.63019} | |
| {"mode": "train", "epoch": 11, "iter": 100, "lr": 0.02472, "memory": 4082, "data_time": 0.18441, "top1_acc": 0.78188, "top5_acc": 0.98312, "loss_cls": 0.9141, "loss": 0.9141, "time": 0.40017} | |
| {"mode": "train", "epoch": 11, "iter": 200, "lr": 0.02472, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.77625, "top5_acc": 0.98812, "loss_cls": 0.92166, "loss": 0.92166, "time": 0.21682} | |
| {"mode": "train", "epoch": 11, "iter": 300, "lr": 0.02471, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.7925, "top5_acc": 0.99188, "loss_cls": 0.87237, "loss": 0.87237, "time": 0.21629} | |
| {"mode": "train", "epoch": 11, "iter": 400, "lr": 0.02471, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.78688, "top5_acc": 0.98688, "loss_cls": 0.92784, "loss": 0.92784, "time": 0.21829} | |
| {"mode": "train", "epoch": 11, "iter": 500, "lr": 0.02471, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.77, "top5_acc": 0.98312, "loss_cls": 0.96728, "loss": 0.96728, "time": 0.21882} | |
| {"mode": "train", "epoch": 11, "iter": 600, "lr": 0.0247, "memory": 4082, "data_time": 0.0003, "top1_acc": 0.79062, "top5_acc": 0.98562, "loss_cls": 0.89052, "loss": 0.89052, "time": 0.21629} | |
| {"mode": "train", "epoch": 11, "iter": 700, "lr": 0.0247, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.81625, "top5_acc": 0.98562, "loss_cls": 0.83706, "loss": 0.83706, "time": 0.22018} | |
| {"mode": "train", "epoch": 11, "iter": 800, "lr": 0.02469, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.78062, "top5_acc": 0.985, "loss_cls": 0.90756, "loss": 0.90756, "time": 0.22016} | |
| {"mode": "train", "epoch": 11, "iter": 900, "lr": 0.02469, "memory": 4082, "data_time": 0.0003, "top1_acc": 0.78438, "top5_acc": 0.9875, "loss_cls": 0.90621, "loss": 0.90621, "time": 0.2164} | |
| {"mode": "train", "epoch": 11, "iter": 1000, "lr": 0.02468, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.77875, "top5_acc": 0.98375, "loss_cls": 0.9471, "loss": 0.9471, "time": 0.214} | |
| {"mode": "train", "epoch": 11, "iter": 1100, "lr": 0.02468, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.79562, "top5_acc": 0.98875, "loss_cls": 0.87711, "loss": 0.87711, "time": 0.21648} | |
| {"mode": "train", "epoch": 11, "iter": 1200, "lr": 0.02467, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.78875, "top5_acc": 0.98688, "loss_cls": 0.91697, "loss": 0.91697, "time": 0.21799} | |
| {"mode": "val", "epoch": 11, "iter": 533, "lr": 0.02467, "top1_acc": 0.76036, "top5_acc": 0.97981, "mean_class_accuracy": 0.66114} | |
| {"mode": "train", "epoch": 12, "iter": 100, "lr": 0.02467, "memory": 4082, "data_time": 0.18935, "top1_acc": 0.785, "top5_acc": 0.98875, "loss_cls": 0.87633, "loss": 0.87633, "time": 0.40641} | |
| {"mode": "train", "epoch": 12, "iter": 200, "lr": 0.02466, "memory": 4082, "data_time": 0.00034, "top1_acc": 0.80062, "top5_acc": 0.98938, "loss_cls": 0.86742, "loss": 0.86742, "time": 0.2186} | |
| {"mode": "train", "epoch": 12, "iter": 300, "lr": 0.02466, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.785, "top5_acc": 0.98812, "loss_cls": 0.91166, "loss": 0.91166, "time": 0.21604} | |
| {"mode": "train", "epoch": 12, "iter": 400, "lr": 0.02465, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.79688, "top5_acc": 0.98688, "loss_cls": 0.87742, "loss": 0.87742, "time": 0.2181} | |
| {"mode": "train", "epoch": 12, "iter": 500, "lr": 0.02465, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.80125, "top5_acc": 0.9875, "loss_cls": 0.84848, "loss": 0.84848, "time": 0.21993} | |
| {"mode": "train", "epoch": 12, "iter": 600, "lr": 0.02464, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.80438, "top5_acc": 0.98562, "loss_cls": 0.88023, "loss": 0.88023, "time": 0.21527} | |
| {"mode": "train", "epoch": 12, "iter": 700, "lr": 0.02464, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.79375, "top5_acc": 0.98938, "loss_cls": 0.91816, "loss": 0.91816, "time": 0.21669} | |
| {"mode": "train", "epoch": 12, "iter": 800, "lr": 0.02463, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.8, "top5_acc": 0.98688, "loss_cls": 0.85843, "loss": 0.85843, "time": 0.21532} | |
| {"mode": "train", "epoch": 12, "iter": 900, "lr": 0.02463, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.8025, "top5_acc": 0.98938, "loss_cls": 0.85278, "loss": 0.85278, "time": 0.21292} | |
| {"mode": "train", "epoch": 12, "iter": 1000, "lr": 0.02462, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.79812, "top5_acc": 0.98188, "loss_cls": 0.91991, "loss": 0.91991, "time": 0.21527} | |
| {"mode": "train", "epoch": 12, "iter": 1100, "lr": 0.02462, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.78938, "top5_acc": 0.98625, "loss_cls": 0.90409, "loss": 0.90409, "time": 0.21575} | |
| {"mode": "train", "epoch": 12, "iter": 1200, "lr": 0.02461, "memory": 4082, "data_time": 0.00031, "top1_acc": 0.795, "top5_acc": 0.985, "loss_cls": 0.89487, "loss": 0.89487, "time": 0.21441} | |
| {"mode": "val", "epoch": 12, "iter": 533, "lr": 0.02461, "top1_acc": 0.79099, "top5_acc": 0.98322, "mean_class_accuracy": 0.6991} | |
| {"mode": "train", "epoch": 13, "iter": 100, "lr": 0.0246, "memory": 4082, "data_time": 0.18271, "top1_acc": 0.80625, "top5_acc": 0.9925, "loss_cls": 0.81862, "loss": 0.81862, "time": 0.40111} | |
| {"mode": "train", "epoch": 13, "iter": 200, "lr": 0.0246, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.805, "top5_acc": 0.99188, "loss_cls": 0.83912, "loss": 0.83912, "time": 0.21529} | |
| {"mode": "train", "epoch": 13, "iter": 300, "lr": 0.02459, "memory": 4082, "data_time": 0.00034, "top1_acc": 0.79, "top5_acc": 0.98688, "loss_cls": 0.89782, "loss": 0.89782, "time": 0.21754} | |
| {"mode": "train", "epoch": 13, "iter": 400, "lr": 0.02459, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.79062, "top5_acc": 0.99, "loss_cls": 0.86166, "loss": 0.86166, "time": 0.21367} | |
| {"mode": "train", "epoch": 13, "iter": 500, "lr": 0.02458, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.8, "top5_acc": 0.99188, "loss_cls": 0.84093, "loss": 0.84093, "time": 0.21729} | |
| {"mode": "train", "epoch": 13, "iter": 600, "lr": 0.02458, "memory": 4082, "data_time": 0.00031, "top1_acc": 0.8125, "top5_acc": 0.99125, "loss_cls": 0.79703, "loss": 0.79703, "time": 0.21474} | |
| {"mode": "train", "epoch": 13, "iter": 700, "lr": 0.02457, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.81188, "top5_acc": 0.98688, "loss_cls": 0.83262, "loss": 0.83262, "time": 0.21673} | |
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| {"mode": "train", "epoch": 13, "iter": 900, "lr": 0.02456, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.79, "top5_acc": 0.9875, "loss_cls": 0.89234, "loss": 0.89234, "time": 0.21416} | |
| {"mode": "train", "epoch": 13, "iter": 1000, "lr": 0.02455, "memory": 4082, "data_time": 0.00031, "top1_acc": 0.79188, "top5_acc": 0.98375, "loss_cls": 0.91353, "loss": 0.91353, "time": 0.2154} | |
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| {"mode": "train", "epoch": 13, "iter": 1200, "lr": 0.02454, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.81875, "top5_acc": 0.98875, "loss_cls": 0.81787, "loss": 0.81787, "time": 0.21772} | |
| {"mode": "val", "epoch": 13, "iter": 533, "lr": 0.02454, "top1_acc": 0.79416, "top5_acc": 0.98568, "mean_class_accuracy": 0.68519} | |
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| {"mode": "train", "epoch": 14, "iter": 200, "lr": 0.02453, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.825, "top5_acc": 0.99125, "loss_cls": 0.77817, "loss": 0.77817, "time": 0.21782} | |
| {"mode": "train", "epoch": 14, "iter": 300, "lr": 0.02452, "memory": 4082, "data_time": 0.00046, "top1_acc": 0.775, "top5_acc": 0.985, "loss_cls": 0.97551, "loss": 0.97551, "time": 0.21552} | |
| {"mode": "train", "epoch": 14, "iter": 400, "lr": 0.02452, "memory": 4082, "data_time": 0.00035, "top1_acc": 0.79062, "top5_acc": 0.98875, "loss_cls": 0.90022, "loss": 0.90022, "time": 0.21444} | |
| {"mode": "train", "epoch": 14, "iter": 500, "lr": 0.02451, "memory": 4082, "data_time": 0.0003, "top1_acc": 0.81562, "top5_acc": 0.99375, "loss_cls": 0.78884, "loss": 0.78884, "time": 0.21484} | |
| {"mode": "train", "epoch": 14, "iter": 600, "lr": 0.02451, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.7925, "top5_acc": 0.98875, "loss_cls": 0.86093, "loss": 0.86093, "time": 0.21391} | |
| {"mode": "train", "epoch": 14, "iter": 700, "lr": 0.0245, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.81812, "top5_acc": 0.98938, "loss_cls": 0.8156, "loss": 0.8156, "time": 0.21261} | |
| {"mode": "train", "epoch": 14, "iter": 800, "lr": 0.02449, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.78, "top5_acc": 0.98562, "loss_cls": 0.93554, "loss": 0.93554, "time": 0.21572} | |
| {"mode": "train", "epoch": 14, "iter": 900, "lr": 0.02449, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.81938, "top5_acc": 0.98875, "loss_cls": 0.81492, "loss": 0.81492, "time": 0.21515} | |
| {"mode": "train", "epoch": 14, "iter": 1000, "lr": 0.02448, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.82375, "top5_acc": 0.99, "loss_cls": 0.79139, "loss": 0.79139, "time": 0.21568} | |
| {"mode": "train", "epoch": 14, "iter": 1100, "lr": 0.02448, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.81125, "top5_acc": 0.98625, "loss_cls": 0.84137, "loss": 0.84137, "time": 0.21389} | |
| {"mode": "train", "epoch": 14, "iter": 1200, "lr": 0.02447, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.79062, "top5_acc": 0.98562, "loss_cls": 0.90667, "loss": 0.90667, "time": 0.21897} | |
| {"mode": "val", "epoch": 14, "iter": 533, "lr": 0.02447, "top1_acc": 0.78441, "top5_acc": 0.98263, "mean_class_accuracy": 0.68422} | |
| {"mode": "train", "epoch": 15, "iter": 100, "lr": 0.02446, "memory": 4082, "data_time": 0.18512, "top1_acc": 0.825, "top5_acc": 0.99188, "loss_cls": 0.80458, "loss": 0.80458, "time": 0.40136} | |
| {"mode": "train", "epoch": 15, "iter": 200, "lr": 0.02445, "memory": 4082, "data_time": 0.00073, "top1_acc": 0.81562, "top5_acc": 0.99125, "loss_cls": 0.81064, "loss": 0.81064, "time": 0.21832} | |
| {"mode": "train", "epoch": 15, "iter": 300, "lr": 0.02445, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.81312, "top5_acc": 0.99062, "loss_cls": 0.83083, "loss": 0.83083, "time": 0.21503} | |
| {"mode": "train", "epoch": 15, "iter": 400, "lr": 0.02444, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.83688, "top5_acc": 0.9875, "loss_cls": 0.76397, "loss": 0.76397, "time": 0.21556} | |
| {"mode": "train", "epoch": 15, "iter": 500, "lr": 0.02444, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.82312, "top5_acc": 0.99188, "loss_cls": 0.77785, "loss": 0.77785, "time": 0.21276} | |
| {"mode": "train", "epoch": 15, "iter": 600, "lr": 0.02443, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.81562, "top5_acc": 0.985, "loss_cls": 0.83893, "loss": 0.83893, "time": 0.21502} | |
| {"mode": "train", "epoch": 15, "iter": 700, "lr": 0.02442, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.83375, "top5_acc": 0.99062, "loss_cls": 0.80271, "loss": 0.80271, "time": 0.21593} | |
| {"mode": "train", "epoch": 15, "iter": 800, "lr": 0.02442, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.81, "top5_acc": 0.98812, "loss_cls": 0.8344, "loss": 0.8344, "time": 0.21513} | |
| {"mode": "train", "epoch": 15, "iter": 900, "lr": 0.02441, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.80375, "top5_acc": 0.98625, "loss_cls": 0.86233, "loss": 0.86233, "time": 0.21522} | |
| {"mode": "train", "epoch": 15, "iter": 1000, "lr": 0.02441, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.81562, "top5_acc": 0.99188, "loss_cls": 0.78743, "loss": 0.78743, "time": 0.21535} | |
| {"mode": "train", "epoch": 15, "iter": 1100, "lr": 0.0244, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.81625, "top5_acc": 0.98875, "loss_cls": 0.822, "loss": 0.822, "time": 0.21467} | |
| {"mode": "train", "epoch": 15, "iter": 1200, "lr": 0.02439, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.81125, "top5_acc": 0.99188, "loss_cls": 0.81628, "loss": 0.81628, "time": 0.21678} | |
| {"mode": "val", "epoch": 15, "iter": 533, "lr": 0.02439, "top1_acc": 0.77655, "top5_acc": 0.97911, "mean_class_accuracy": 0.69} | |
| {"mode": "train", "epoch": 16, "iter": 100, "lr": 0.02438, "memory": 4082, "data_time": 0.17837, "top1_acc": 0.80625, "top5_acc": 0.98875, "loss_cls": 0.86145, "loss": 0.86145, "time": 0.39474} | |
| {"mode": "train", "epoch": 16, "iter": 200, "lr": 0.02438, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.82875, "top5_acc": 0.98938, "loss_cls": 0.78665, "loss": 0.78665, "time": 0.21613} | |
| {"mode": "train", "epoch": 16, "iter": 300, "lr": 0.02437, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.81562, "top5_acc": 0.9925, "loss_cls": 0.80344, "loss": 0.80344, "time": 0.21598} | |
| {"mode": "train", "epoch": 16, "iter": 400, "lr": 0.02436, "memory": 4082, "data_time": 0.00021, "top1_acc": 0.8275, "top5_acc": 0.99375, "loss_cls": 0.79197, "loss": 0.79197, "time": 0.21633} | |
| {"mode": "train", "epoch": 16, "iter": 500, "lr": 0.02436, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.8225, "top5_acc": 0.9875, "loss_cls": 0.78812, "loss": 0.78812, "time": 0.21244} | |
| {"mode": "train", "epoch": 16, "iter": 600, "lr": 0.02435, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.82188, "top5_acc": 0.99438, "loss_cls": 0.77465, "loss": 0.77465, "time": 0.21483} | |
| {"mode": "train", "epoch": 16, "iter": 700, "lr": 0.02434, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.83, "top5_acc": 0.99312, "loss_cls": 0.76371, "loss": 0.76371, "time": 0.21709} | |
| {"mode": "train", "epoch": 16, "iter": 800, "lr": 0.02434, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.8125, "top5_acc": 0.98625, "loss_cls": 0.80746, "loss": 0.80746, "time": 0.21372} | |
| {"mode": "train", "epoch": 16, "iter": 900, "lr": 0.02433, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.83938, "top5_acc": 0.99062, "loss_cls": 0.73828, "loss": 0.73828, "time": 0.21728} | |
| {"mode": "train", "epoch": 16, "iter": 1000, "lr": 0.02432, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.82312, "top5_acc": 0.99125, "loss_cls": 0.76487, "loss": 0.76487, "time": 0.21522} | |
| {"mode": "train", "epoch": 16, "iter": 1100, "lr": 0.02432, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.815, "top5_acc": 0.99062, "loss_cls": 0.83927, "loss": 0.83927, "time": 0.21714} | |
| {"mode": "train", "epoch": 16, "iter": 1200, "lr": 0.02431, "memory": 4082, "data_time": 0.0006, "top1_acc": 0.81188, "top5_acc": 0.99, "loss_cls": 0.83931, "loss": 0.83931, "time": 0.21638} | |
| {"mode": "val", "epoch": 16, "iter": 533, "lr": 0.0243, "top1_acc": 0.77996, "top5_acc": 0.98157, "mean_class_accuracy": 0.70866} | |
| {"mode": "train", "epoch": 17, "iter": 100, "lr": 0.0243, "memory": 4082, "data_time": 0.19585, "top1_acc": 0.83312, "top5_acc": 0.99125, "loss_cls": 0.7598, "loss": 0.7598, "time": 0.41364} | |
| {"mode": "train", "epoch": 17, "iter": 200, "lr": 0.02429, "memory": 4082, "data_time": 0.00059, "top1_acc": 0.84875, "top5_acc": 0.98875, "loss_cls": 0.73211, "loss": 0.73211, "time": 0.22526} | |
| {"mode": "train", "epoch": 17, "iter": 300, "lr": 0.02428, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.83625, "top5_acc": 0.99062, "loss_cls": 0.7813, "loss": 0.7813, "time": 0.36698} | |
| {"mode": "train", "epoch": 17, "iter": 400, "lr": 0.02428, "memory": 4082, "data_time": 0.00044, "top1_acc": 0.83812, "top5_acc": 0.99125, "loss_cls": 0.75943, "loss": 0.75943, "time": 0.41544} | |
| {"mode": "train", "epoch": 17, "iter": 500, "lr": 0.02427, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.82875, "top5_acc": 0.99, "loss_cls": 0.78948, "loss": 0.78948, "time": 0.41488} | |
| {"mode": "train", "epoch": 17, "iter": 600, "lr": 0.02426, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.83188, "top5_acc": 0.9925, "loss_cls": 0.78008, "loss": 0.78008, "time": 0.41749} | |
| {"mode": "train", "epoch": 17, "iter": 700, "lr": 0.02426, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.84312, "top5_acc": 0.99188, "loss_cls": 0.72765, "loss": 0.72765, "time": 0.41678} | |
| {"mode": "train", "epoch": 17, "iter": 800, "lr": 0.02425, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.84, "top5_acc": 0.99438, "loss_cls": 0.73875, "loss": 0.73875, "time": 0.4157} | |
| {"mode": "train", "epoch": 17, "iter": 900, "lr": 0.02424, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.83, "top5_acc": 0.99062, "loss_cls": 0.81781, "loss": 0.81781, "time": 0.41255} | |
| {"mode": "train", "epoch": 17, "iter": 1000, "lr": 0.02424, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.83188, "top5_acc": 0.98938, "loss_cls": 0.77247, "loss": 0.77247, "time": 0.41605} | |
| {"mode": "train", "epoch": 17, "iter": 1100, "lr": 0.02423, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.81812, "top5_acc": 0.9875, "loss_cls": 0.80727, "loss": 0.80727, "time": 0.41419} | |
| {"mode": "train", "epoch": 17, "iter": 1200, "lr": 0.02422, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.81875, "top5_acc": 0.9925, "loss_cls": 0.77817, "loss": 0.77817, "time": 0.41552} | |
| {"mode": "val", "epoch": 17, "iter": 533, "lr": 0.02422, "top1_acc": 0.80261, "top5_acc": 0.98568, "mean_class_accuracy": 0.72394} | |
| {"mode": "train", "epoch": 18, "iter": 100, "lr": 0.02421, "memory": 4082, "data_time": 0.19289, "top1_acc": 0.82875, "top5_acc": 0.99188, "loss_cls": 0.75935, "loss": 0.75935, "time": 0.60984} | |
| {"mode": "train", "epoch": 18, "iter": 200, "lr": 0.0242, "memory": 4082, "data_time": 0.00051, "top1_acc": 0.85, "top5_acc": 0.99312, "loss_cls": 0.69326, "loss": 0.69326, "time": 0.29393} | |
| {"mode": "train", "epoch": 18, "iter": 300, "lr": 0.02419, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.84625, "top5_acc": 0.99125, "loss_cls": 0.72617, "loss": 0.72617, "time": 0.36344} | |
| {"mode": "train", "epoch": 18, "iter": 400, "lr": 0.02419, "memory": 4082, "data_time": 0.0005, "top1_acc": 0.8425, "top5_acc": 0.99438, "loss_cls": 0.73264, "loss": 0.73264, "time": 0.41536} | |
| {"mode": "train", "epoch": 18, "iter": 500, "lr": 0.02418, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.83875, "top5_acc": 0.99375, "loss_cls": 0.7431, "loss": 0.7431, "time": 0.41383} | |
| {"mode": "train", "epoch": 18, "iter": 600, "lr": 0.02417, "memory": 4082, "data_time": 0.00055, "top1_acc": 0.83438, "top5_acc": 0.98562, "loss_cls": 0.77063, "loss": 0.77063, "time": 0.41538} | |
| {"mode": "train", "epoch": 18, "iter": 700, "lr": 0.02417, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.825, "top5_acc": 0.99062, "loss_cls": 0.80906, "loss": 0.80906, "time": 0.41404} | |
| {"mode": "train", "epoch": 18, "iter": 800, "lr": 0.02416, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.82938, "top5_acc": 0.99, "loss_cls": 0.75638, "loss": 0.75638, "time": 0.41589} | |
| {"mode": "train", "epoch": 18, "iter": 900, "lr": 0.02415, "memory": 4082, "data_time": 0.00033, "top1_acc": 0.81375, "top5_acc": 0.99312, "loss_cls": 0.81956, "loss": 0.81956, "time": 0.41499} | |
| {"mode": "train", "epoch": 18, "iter": 1000, "lr": 0.02414, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.84375, "top5_acc": 0.99125, "loss_cls": 0.73376, "loss": 0.73376, "time": 0.41463} | |
| {"mode": "train", "epoch": 18, "iter": 1100, "lr": 0.02414, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.84312, "top5_acc": 0.99062, "loss_cls": 0.70627, "loss": 0.70627, "time": 0.415} | |
| {"mode": "train", "epoch": 18, "iter": 1200, "lr": 0.02413, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.83438, "top5_acc": 0.99062, "loss_cls": 0.7677, "loss": 0.7677, "time": 0.41425} | |
| {"mode": "val", "epoch": 18, "iter": 533, "lr": 0.02412, "top1_acc": 0.785, "top5_acc": 0.97981, "mean_class_accuracy": 0.6993} | |
| {"mode": "train", "epoch": 19, "iter": 100, "lr": 0.02411, "memory": 4082, "data_time": 0.19327, "top1_acc": 0.85125, "top5_acc": 0.99312, "loss_cls": 0.71293, "loss": 0.71293, "time": 0.60554} | |
| {"mode": "train", "epoch": 19, "iter": 200, "lr": 0.02411, "memory": 4082, "data_time": 0.00042, "top1_acc": 0.85188, "top5_acc": 0.98938, "loss_cls": 0.69807, "loss": 0.69807, "time": 0.29746} | |
| {"mode": "train", "epoch": 19, "iter": 300, "lr": 0.0241, "memory": 4082, "data_time": 0.00036, "top1_acc": 0.84812, "top5_acc": 0.9925, "loss_cls": 0.69261, "loss": 0.69261, "time": 0.35719} | |
| {"mode": "train", "epoch": 19, "iter": 400, "lr": 0.02409, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.85188, "top5_acc": 0.99438, "loss_cls": 0.70871, "loss": 0.70871, "time": 0.41488} | |
| {"mode": "train", "epoch": 19, "iter": 500, "lr": 0.02408, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.83188, "top5_acc": 0.99688, "loss_cls": 0.72753, "loss": 0.72753, "time": 0.41376} | |
| {"mode": "train", "epoch": 19, "iter": 600, "lr": 0.02408, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.84188, "top5_acc": 0.9925, "loss_cls": 0.75125, "loss": 0.75125, "time": 0.41417} | |
| {"mode": "train", "epoch": 19, "iter": 700, "lr": 0.02407, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.84375, "top5_acc": 0.99375, "loss_cls": 0.72596, "loss": 0.72596, "time": 0.41355} | |
| {"mode": "train", "epoch": 19, "iter": 800, "lr": 0.02406, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.83562, "top5_acc": 0.99062, "loss_cls": 0.74297, "loss": 0.74297, "time": 0.41361} | |
| {"mode": "train", "epoch": 19, "iter": 900, "lr": 0.02405, "memory": 4082, "data_time": 0.00036, "top1_acc": 0.84, "top5_acc": 0.99188, "loss_cls": 0.74373, "loss": 0.74373, "time": 0.41458} | |
| {"mode": "train", "epoch": 19, "iter": 1000, "lr": 0.02405, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.84188, "top5_acc": 0.9925, "loss_cls": 0.74198, "loss": 0.74198, "time": 0.41428} | |
| {"mode": "train", "epoch": 19, "iter": 1100, "lr": 0.02404, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.83438, "top5_acc": 0.98438, "loss_cls": 0.77977, "loss": 0.77977, "time": 0.41409} | |
| {"mode": "train", "epoch": 19, "iter": 1200, "lr": 0.02403, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.85312, "top5_acc": 0.99188, "loss_cls": 0.70802, "loss": 0.70802, "time": 0.41453} | |
| {"mode": "val", "epoch": 19, "iter": 533, "lr": 0.02402, "top1_acc": 0.79017, "top5_acc": 0.98568, "mean_class_accuracy": 0.70442} | |
| {"mode": "train", "epoch": 20, "iter": 100, "lr": 0.02402, "memory": 4082, "data_time": 0.19404, "top1_acc": 0.85188, "top5_acc": 0.99438, "loss_cls": 0.69859, "loss": 0.69859, "time": 0.60455} | |
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| {"mode": "train", "epoch": 20, "iter": 500, "lr": 0.02398, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.84562, "top5_acc": 0.99375, "loss_cls": 0.7012, "loss": 0.7012, "time": 0.4162} | |
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| {"mode": "train", "epoch": 20, "iter": 900, "lr": 0.02395, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.83125, "top5_acc": 0.99, "loss_cls": 0.76819, "loss": 0.76819, "time": 0.41398} | |
| {"mode": "train", "epoch": 20, "iter": 1000, "lr": 0.02394, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.84375, "top5_acc": 0.99, "loss_cls": 0.73438, "loss": 0.73438, "time": 0.41512} | |
| {"mode": "train", "epoch": 20, "iter": 1100, "lr": 0.02393, "memory": 4082, "data_time": 0.00035, "top1_acc": 0.83438, "top5_acc": 0.99, "loss_cls": 0.7242, "loss": 0.7242, "time": 0.41534} | |
| {"mode": "train", "epoch": 20, "iter": 1200, "lr": 0.02393, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.84438, "top5_acc": 0.99188, "loss_cls": 0.69681, "loss": 0.69681, "time": 0.4152} | |
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| {"mode": "train", "epoch": 21, "iter": 200, "lr": 0.0239, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.85562, "top5_acc": 0.99188, "loss_cls": 0.69869, "loss": 0.69869, "time": 0.3071} | |
| {"mode": "train", "epoch": 21, "iter": 300, "lr": 0.02389, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.8525, "top5_acc": 0.99062, "loss_cls": 0.70904, "loss": 0.70904, "time": 0.3482} | |
| {"mode": "train", "epoch": 21, "iter": 400, "lr": 0.02389, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.82812, "top5_acc": 0.99312, "loss_cls": 0.74867, "loss": 0.74867, "time": 0.41493} | |
| {"mode": "train", "epoch": 21, "iter": 500, "lr": 0.02388, "memory": 4082, "data_time": 0.00043, "top1_acc": 0.86, "top5_acc": 0.9975, "loss_cls": 0.67019, "loss": 0.67019, "time": 0.41736} | |
| {"mode": "train", "epoch": 21, "iter": 600, "lr": 0.02387, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.81938, "top5_acc": 0.99438, "loss_cls": 0.76269, "loss": 0.76269, "time": 0.41546} | |
| {"mode": "train", "epoch": 21, "iter": 700, "lr": 0.02386, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.83938, "top5_acc": 0.99562, "loss_cls": 0.70643, "loss": 0.70643, "time": 0.41455} | |
| {"mode": "train", "epoch": 21, "iter": 800, "lr": 0.02385, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.84438, "top5_acc": 0.99312, "loss_cls": 0.71578, "loss": 0.71578, "time": 0.41336} | |
| {"mode": "train", "epoch": 21, "iter": 900, "lr": 0.02384, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.84875, "top5_acc": 0.99062, "loss_cls": 0.70725, "loss": 0.70725, "time": 0.42731} | |
| {"mode": "train", "epoch": 21, "iter": 1000, "lr": 0.02383, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.83875, "top5_acc": 0.9925, "loss_cls": 0.74209, "loss": 0.74209, "time": 0.41336} | |
| {"mode": "train", "epoch": 21, "iter": 1100, "lr": 0.02383, "memory": 4082, "data_time": 0.0003, "top1_acc": 0.83312, "top5_acc": 0.99312, "loss_cls": 0.73003, "loss": 0.73003, "time": 0.4147} | |
| {"mode": "train", "epoch": 21, "iter": 1200, "lr": 0.02382, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.85, "top5_acc": 0.99375, "loss_cls": 0.73118, "loss": 0.73118, "time": 0.41512} | |
| {"mode": "val", "epoch": 21, "iter": 533, "lr": 0.02381, "top1_acc": 0.83793, "top5_acc": 0.98533, "mean_class_accuracy": 0.77169} | |
| {"mode": "train", "epoch": 22, "iter": 100, "lr": 0.0238, "memory": 4082, "data_time": 0.19704, "top1_acc": 0.87125, "top5_acc": 0.995, "loss_cls": 0.62277, "loss": 0.62277, "time": 0.58511} | |
| {"mode": "train", "epoch": 22, "iter": 200, "lr": 0.02379, "memory": 4082, "data_time": 0.00038, "top1_acc": 0.85375, "top5_acc": 0.9925, "loss_cls": 0.67257, "loss": 0.67257, "time": 0.32103} | |
| {"mode": "train", "epoch": 22, "iter": 300, "lr": 0.02378, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.85875, "top5_acc": 0.9925, "loss_cls": 0.68271, "loss": 0.68271, "time": 0.33491} | |
| {"mode": "train", "epoch": 22, "iter": 400, "lr": 0.02378, "memory": 4082, "data_time": 0.0004, "top1_acc": 0.85438, "top5_acc": 0.99625, "loss_cls": 0.66173, "loss": 0.66173, "time": 0.41731} | |
| {"mode": "train", "epoch": 22, "iter": 500, "lr": 0.02377, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.865, "top5_acc": 0.99438, "loss_cls": 0.63336, "loss": 0.63336, "time": 0.41589} | |
| {"mode": "train", "epoch": 22, "iter": 600, "lr": 0.02376, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.85688, "top5_acc": 0.99312, "loss_cls": 0.67752, "loss": 0.67752, "time": 0.4141} | |
| {"mode": "train", "epoch": 22, "iter": 700, "lr": 0.02375, "memory": 4082, "data_time": 0.00034, "top1_acc": 0.85312, "top5_acc": 0.99375, "loss_cls": 0.67896, "loss": 0.67896, "time": 0.41519} | |
| {"mode": "train", "epoch": 22, "iter": 800, "lr": 0.02374, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.83625, "top5_acc": 0.995, "loss_cls": 0.69425, "loss": 0.69425, "time": 0.41395} | |
| {"mode": "train", "epoch": 22, "iter": 900, "lr": 0.02373, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.85188, "top5_acc": 0.99062, "loss_cls": 0.69234, "loss": 0.69234, "time": 0.41646} | |
| {"mode": "train", "epoch": 22, "iter": 1000, "lr": 0.02372, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.83062, "top5_acc": 0.99438, "loss_cls": 0.75329, "loss": 0.75329, "time": 0.41494} | |
| {"mode": "train", "epoch": 22, "iter": 1100, "lr": 0.02371, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.83562, "top5_acc": 0.98938, "loss_cls": 0.7459, "loss": 0.7459, "time": 0.41475} | |
| {"mode": "train", "epoch": 22, "iter": 1200, "lr": 0.0237, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.81938, "top5_acc": 0.9925, "loss_cls": 0.78518, "loss": 0.78518, "time": 0.4167} | |
| {"mode": "val", "epoch": 22, "iter": 533, "lr": 0.0237, "top1_acc": 0.80894, "top5_acc": 0.98592, "mean_class_accuracy": 0.74248} | |
| {"mode": "train", "epoch": 23, "iter": 100, "lr": 0.02369, "memory": 4082, "data_time": 0.19362, "top1_acc": 0.86562, "top5_acc": 0.99938, "loss_cls": 0.61074, "loss": 0.61074, "time": 0.56845} | |
| {"mode": "train", "epoch": 23, "iter": 200, "lr": 0.02368, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.84125, "top5_acc": 0.99375, "loss_cls": 0.70252, "loss": 0.70252, "time": 0.33531} | |
| {"mode": "train", "epoch": 23, "iter": 300, "lr": 0.02367, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.84938, "top5_acc": 0.99438, "loss_cls": 0.65779, "loss": 0.65779, "time": 0.32832} | |
| {"mode": "train", "epoch": 23, "iter": 400, "lr": 0.02366, "memory": 4082, "data_time": 0.00031, "top1_acc": 0.85375, "top5_acc": 0.9925, "loss_cls": 0.65978, "loss": 0.65978, "time": 0.41509} | |
| {"mode": "train", "epoch": 23, "iter": 500, "lr": 0.02365, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.88, "top5_acc": 0.99812, "loss_cls": 0.59364, "loss": 0.59364, "time": 0.42232} | |
| {"mode": "train", "epoch": 23, "iter": 600, "lr": 0.02364, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.86062, "top5_acc": 0.9975, "loss_cls": 0.63985, "loss": 0.63985, "time": 0.42526} | |
| {"mode": "train", "epoch": 23, "iter": 700, "lr": 0.02363, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.84438, "top5_acc": 0.99375, "loss_cls": 0.70731, "loss": 0.70731, "time": 0.41798} | |
| {"mode": "train", "epoch": 23, "iter": 800, "lr": 0.02362, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.85062, "top5_acc": 0.98938, "loss_cls": 0.7091, "loss": 0.7091, "time": 0.4162} | |
| {"mode": "train", "epoch": 23, "iter": 900, "lr": 0.02361, "memory": 4082, "data_time": 0.00032, "top1_acc": 0.84625, "top5_acc": 0.99375, "loss_cls": 0.69363, "loss": 0.69363, "time": 0.41518} | |
| {"mode": "train", "epoch": 23, "iter": 1000, "lr": 0.0236, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.84625, "top5_acc": 0.99438, "loss_cls": 0.69521, "loss": 0.69521, "time": 0.4152} | |
| {"mode": "train", "epoch": 23, "iter": 1100, "lr": 0.02359, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.85688, "top5_acc": 0.99125, "loss_cls": 0.67387, "loss": 0.67387, "time": 0.41556} | |
| {"mode": "train", "epoch": 23, "iter": 1200, "lr": 0.02359, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.83562, "top5_acc": 0.99188, "loss_cls": 0.75297, "loss": 0.75297, "time": 0.41611} | |
| {"mode": "val", "epoch": 23, "iter": 533, "lr": 0.02358, "top1_acc": 0.82373, "top5_acc": 0.98557, "mean_class_accuracy": 0.74015} | |
| {"mode": "train", "epoch": 24, "iter": 100, "lr": 0.02357, "memory": 4082, "data_time": 0.19957, "top1_acc": 0.85812, "top5_acc": 0.99375, "loss_cls": 0.66309, "loss": 0.66309, "time": 0.56358} | |
| {"mode": "train", "epoch": 24, "iter": 200, "lr": 0.02356, "memory": 4082, "data_time": 0.00035, "top1_acc": 0.84438, "top5_acc": 0.995, "loss_cls": 0.67898, "loss": 0.67898, "time": 0.34585} | |
| {"mode": "train", "epoch": 24, "iter": 300, "lr": 0.02355, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.855, "top5_acc": 0.99375, "loss_cls": 0.64787, "loss": 0.64787, "time": 0.31971} | |
| {"mode": "train", "epoch": 24, "iter": 400, "lr": 0.02354, "memory": 4082, "data_time": 0.00045, "top1_acc": 0.82938, "top5_acc": 0.99312, "loss_cls": 0.72802, "loss": 0.72802, "time": 0.41589} | |
| {"mode": "train", "epoch": 24, "iter": 500, "lr": 0.02353, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.85375, "top5_acc": 0.99438, "loss_cls": 0.6961, "loss": 0.6961, "time": 0.41681} | |
| {"mode": "train", "epoch": 24, "iter": 600, "lr": 0.02352, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.86438, "top5_acc": 0.99438, "loss_cls": 0.66019, "loss": 0.66019, "time": 0.4167} | |
| {"mode": "train", "epoch": 24, "iter": 700, "lr": 0.02351, "memory": 4082, "data_time": 0.00033, "top1_acc": 0.85562, "top5_acc": 0.99, "loss_cls": 0.6911, "loss": 0.6911, "time": 0.41494} | |
| {"mode": "train", "epoch": 24, "iter": 800, "lr": 0.0235, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.84688, "top5_acc": 0.99438, "loss_cls": 0.65182, "loss": 0.65182, "time": 0.41453} | |
| {"mode": "train", "epoch": 24, "iter": 900, "lr": 0.02349, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.86562, "top5_acc": 0.99375, "loss_cls": 0.64053, "loss": 0.64053, "time": 0.41375} | |
| {"mode": "train", "epoch": 24, "iter": 1000, "lr": 0.02348, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.84438, "top5_acc": 0.99438, "loss_cls": 0.69355, "loss": 0.69355, "time": 0.41708} | |
| {"mode": "train", "epoch": 24, "iter": 1100, "lr": 0.02347, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.85812, "top5_acc": 0.99, "loss_cls": 0.6832, "loss": 0.6832, "time": 0.4175} | |
| {"mode": "train", "epoch": 24, "iter": 1200, "lr": 0.02346, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.85188, "top5_acc": 0.98812, "loss_cls": 0.67329, "loss": 0.67329, "time": 0.41672} | |
| {"mode": "val", "epoch": 24, "iter": 533, "lr": 0.02345, "top1_acc": 0.81481, "top5_acc": 0.98662, "mean_class_accuracy": 0.74435} | |
| {"mode": "train", "epoch": 25, "iter": 100, "lr": 0.02344, "memory": 4082, "data_time": 0.19681, "top1_acc": 0.8675, "top5_acc": 0.99625, "loss_cls": 0.63938, "loss": 0.63938, "time": 0.55061} | |
| {"mode": "train", "epoch": 25, "iter": 200, "lr": 0.02343, "memory": 4082, "data_time": 0.00076, "top1_acc": 0.87375, "top5_acc": 0.99625, "loss_cls": 0.59009, "loss": 0.59009, "time": 0.35629} | |
| {"mode": "train", "epoch": 25, "iter": 300, "lr": 0.02342, "memory": 4082, "data_time": 0.00041, "top1_acc": 0.865, "top5_acc": 0.99562, "loss_cls": 0.61934, "loss": 0.61934, "time": 0.31189} | |
| {"mode": "train", "epoch": 25, "iter": 400, "lr": 0.02341, "memory": 4082, "data_time": 0.00034, "top1_acc": 0.85375, "top5_acc": 0.99188, "loss_cls": 0.66212, "loss": 0.66212, "time": 0.41668} | |
| {"mode": "train", "epoch": 25, "iter": 500, "lr": 0.0234, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.86625, "top5_acc": 0.99312, "loss_cls": 0.64877, "loss": 0.64877, "time": 0.4152} | |
| {"mode": "train", "epoch": 25, "iter": 600, "lr": 0.02339, "memory": 4082, "data_time": 0.00071, "top1_acc": 0.85562, "top5_acc": 0.99375, "loss_cls": 0.65065, "loss": 0.65065, "time": 0.41396} | |
| {"mode": "train", "epoch": 25, "iter": 700, "lr": 0.02338, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.8725, "top5_acc": 0.99562, "loss_cls": 0.61253, "loss": 0.61253, "time": 0.41685} | |
| {"mode": "train", "epoch": 25, "iter": 800, "lr": 0.02337, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.855, "top5_acc": 0.99062, "loss_cls": 0.64294, "loss": 0.64294, "time": 0.41553} | |
| {"mode": "train", "epoch": 25, "iter": 900, "lr": 0.02336, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.86062, "top5_acc": 0.9925, "loss_cls": 0.63905, "loss": 0.63905, "time": 0.41548} | |
| {"mode": "train", "epoch": 25, "iter": 1000, "lr": 0.02335, "memory": 4082, "data_time": 0.00034, "top1_acc": 0.85188, "top5_acc": 0.9925, "loss_cls": 0.65786, "loss": 0.65786, "time": 0.41422} | |
| {"mode": "train", "epoch": 25, "iter": 1100, "lr": 0.02334, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.84688, "top5_acc": 0.99312, "loss_cls": 0.71882, "loss": 0.71882, "time": 0.41579} | |
| {"mode": "train", "epoch": 25, "iter": 1200, "lr": 0.02333, "memory": 4082, "data_time": 0.00042, "top1_acc": 0.84562, "top5_acc": 0.99188, "loss_cls": 0.72682, "loss": 0.72682, "time": 0.41455} | |
| {"mode": "val", "epoch": 25, "iter": 533, "lr": 0.02333, "top1_acc": 0.79791, "top5_acc": 0.98451, "mean_class_accuracy": 0.72383} | |
| {"mode": "train", "epoch": 26, "iter": 100, "lr": 0.02332, "memory": 4082, "data_time": 0.20206, "top1_acc": 0.8725, "top5_acc": 0.99562, "loss_cls": 0.653, "loss": 0.653, "time": 0.5618} | |
| {"mode": "train", "epoch": 26, "iter": 200, "lr": 0.0233, "memory": 4082, "data_time": 0.00047, "top1_acc": 0.85312, "top5_acc": 0.99438, "loss_cls": 0.67645, "loss": 0.67645, "time": 0.35394} | |
| {"mode": "train", "epoch": 26, "iter": 300, "lr": 0.02329, "memory": 4082, "data_time": 0.00037, "top1_acc": 0.85938, "top5_acc": 0.99438, "loss_cls": 0.64528, "loss": 0.64528, "time": 0.33435} | |
| {"mode": "train", "epoch": 26, "iter": 400, "lr": 0.02328, "memory": 4082, "data_time": 0.0005, "top1_acc": 0.86, "top5_acc": 0.99625, "loss_cls": 0.6642, "loss": 0.6642, "time": 0.43191} | |
| {"mode": "train", "epoch": 26, "iter": 500, "lr": 0.02327, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.87562, "top5_acc": 0.99562, "loss_cls": 0.60538, "loss": 0.60538, "time": 0.41512} | |
| {"mode": "train", "epoch": 26, "iter": 600, "lr": 0.02326, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.86938, "top5_acc": 0.99375, "loss_cls": 0.60822, "loss": 0.60822, "time": 0.41638} | |
| {"mode": "train", "epoch": 26, "iter": 700, "lr": 0.02325, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.86938, "top5_acc": 0.99312, "loss_cls": 0.61198, "loss": 0.61198, "time": 0.41491} | |
| {"mode": "train", "epoch": 26, "iter": 800, "lr": 0.02324, "memory": 4082, "data_time": 0.00037, "top1_acc": 0.86688, "top5_acc": 0.995, "loss_cls": 0.62965, "loss": 0.62965, "time": 0.41368} | |
| {"mode": "train", "epoch": 26, "iter": 900, "lr": 0.02323, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.85812, "top5_acc": 0.9925, "loss_cls": 0.65061, "loss": 0.65061, "time": 0.41522} | |
| {"mode": "train", "epoch": 26, "iter": 1000, "lr": 0.02322, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.8475, "top5_acc": 0.99688, "loss_cls": 0.69623, "loss": 0.69623, "time": 0.41659} | |
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| {"mode": "train", "epoch": 27, "iter": 300, "lr": 0.02316, "memory": 4082, "data_time": 0.00045, "top1_acc": 0.86125, "top5_acc": 0.99625, "loss_cls": 0.61933, "loss": 0.61933, "time": 0.32578} | |
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| {"mode": "train", "epoch": 27, "iter": 600, "lr": 0.02313, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.88562, "top5_acc": 0.99562, "loss_cls": 0.57179, "loss": 0.57179, "time": 0.42899} | |
| {"mode": "train", "epoch": 27, "iter": 700, "lr": 0.02312, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.8525, "top5_acc": 0.99375, "loss_cls": 0.67058, "loss": 0.67058, "time": 0.41475} | |
| {"mode": "train", "epoch": 27, "iter": 800, "lr": 0.02311, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.86438, "top5_acc": 0.98875, "loss_cls": 0.65278, "loss": 0.65278, "time": 0.41587} | |
| {"mode": "train", "epoch": 27, "iter": 900, "lr": 0.0231, "memory": 4082, "data_time": 0.0003, "top1_acc": 0.8625, "top5_acc": 0.995, "loss_cls": 0.65326, "loss": 0.65326, "time": 0.41362} | |
| {"mode": "train", "epoch": 27, "iter": 1000, "lr": 0.02308, "memory": 4082, "data_time": 0.00039, "top1_acc": 0.84688, "top5_acc": 0.99, "loss_cls": 0.67869, "loss": 0.67869, "time": 0.41703} | |
| {"mode": "train", "epoch": 27, "iter": 1100, "lr": 0.02307, "memory": 4082, "data_time": 0.0003, "top1_acc": 0.88, "top5_acc": 0.99688, "loss_cls": 0.59921, "loss": 0.59921, "time": 0.41469} | |
| {"mode": "train", "epoch": 27, "iter": 1200, "lr": 0.02306, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.84875, "top5_acc": 0.99562, "loss_cls": 0.68303, "loss": 0.68303, "time": 0.41629} | |
| {"mode": "val", "epoch": 27, "iter": 533, "lr": 0.02305, "top1_acc": 0.8242, "top5_acc": 0.98134, "mean_class_accuracy": 0.75484} | |
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| {"mode": "train", "epoch": 28, "iter": 200, "lr": 0.02303, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.86312, "top5_acc": 0.99375, "loss_cls": 0.65247, "loss": 0.65247, "time": 0.35998} | |
| {"mode": "train", "epoch": 28, "iter": 300, "lr": 0.02302, "memory": 4082, "data_time": 0.00036, "top1_acc": 0.8725, "top5_acc": 0.99562, "loss_cls": 0.60711, "loss": 0.60711, "time": 0.31204} | |
| {"mode": "train", "epoch": 28, "iter": 400, "lr": 0.02301, "memory": 4082, "data_time": 0.00043, "top1_acc": 0.86062, "top5_acc": 0.99375, "loss_cls": 0.66878, "loss": 0.66878, "time": 0.41412} | |
| {"mode": "train", "epoch": 28, "iter": 500, "lr": 0.023, "memory": 4082, "data_time": 0.0004, "top1_acc": 0.87688, "top5_acc": 0.99438, "loss_cls": 0.57773, "loss": 0.57773, "time": 0.41778} | |
| {"mode": "train", "epoch": 28, "iter": 600, "lr": 0.02299, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.86, "top5_acc": 0.98875, "loss_cls": 0.65714, "loss": 0.65714, "time": 0.41429} | |
| {"mode": "train", "epoch": 28, "iter": 700, "lr": 0.02298, "memory": 4082, "data_time": 0.00044, "top1_acc": 0.8625, "top5_acc": 0.99562, "loss_cls": 0.62074, "loss": 0.62074, "time": 0.41449} | |
| {"mode": "train", "epoch": 28, "iter": 800, "lr": 0.02297, "memory": 4082, "data_time": 0.00037, "top1_acc": 0.8675, "top5_acc": 0.99438, "loss_cls": 0.61963, "loss": 0.61963, "time": 0.41598} | |
| {"mode": "train", "epoch": 28, "iter": 900, "lr": 0.02295, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.85375, "top5_acc": 0.9925, "loss_cls": 0.67719, "loss": 0.67719, "time": 0.41566} | |
| {"mode": "train", "epoch": 28, "iter": 1000, "lr": 0.02294, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.86688, "top5_acc": 0.9925, "loss_cls": 0.62979, "loss": 0.62979, "time": 0.41366} | |
| {"mode": "train", "epoch": 28, "iter": 1100, "lr": 0.02293, "memory": 4082, "data_time": 0.00056, "top1_acc": 0.85688, "top5_acc": 0.99188, "loss_cls": 0.65416, "loss": 0.65416, "time": 0.41427} | |
| {"mode": "train", "epoch": 28, "iter": 1200, "lr": 0.02292, "memory": 4082, "data_time": 0.00035, "top1_acc": 0.85938, "top5_acc": 0.995, "loss_cls": 0.66657, "loss": 0.66657, "time": 0.4158} | |
| {"mode": "val", "epoch": 28, "iter": 533, "lr": 0.02291, "top1_acc": 0.84392, "top5_acc": 0.98756, "mean_class_accuracy": 0.78196} | |
| {"mode": "train", "epoch": 29, "iter": 100, "lr": 0.0229, "memory": 4082, "data_time": 0.1975, "top1_acc": 0.88, "top5_acc": 0.99375, "loss_cls": 0.59064, "loss": 0.59064, "time": 0.55077} | |
| {"mode": "train", "epoch": 29, "iter": 200, "lr": 0.02289, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.86375, "top5_acc": 0.995, "loss_cls": 0.64205, "loss": 0.64205, "time": 0.35712} | |
| {"mode": "train", "epoch": 29, "iter": 300, "lr": 0.02288, "memory": 4082, "data_time": 0.00084, "top1_acc": 0.85, "top5_acc": 0.9925, "loss_cls": 0.69417, "loss": 0.69417, "time": 0.31251} | |
| {"mode": "train", "epoch": 29, "iter": 400, "lr": 0.02287, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.87688, "top5_acc": 0.99625, "loss_cls": 0.57734, "loss": 0.57734, "time": 0.41563} | |
| {"mode": "train", "epoch": 29, "iter": 500, "lr": 0.02285, "memory": 4082, "data_time": 0.00039, "top1_acc": 0.87, "top5_acc": 0.99625, "loss_cls": 0.60549, "loss": 0.60549, "time": 0.41475} | |
| {"mode": "train", "epoch": 29, "iter": 600, "lr": 0.02284, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.86688, "top5_acc": 0.99188, "loss_cls": 0.63193, "loss": 0.63193, "time": 0.41474} | |
| {"mode": "train", "epoch": 29, "iter": 700, "lr": 0.02283, "memory": 4082, "data_time": 0.00032, "top1_acc": 0.87688, "top5_acc": 0.99312, "loss_cls": 0.60608, "loss": 0.60608, "time": 0.41397} | |
| {"mode": "train", "epoch": 29, "iter": 800, "lr": 0.02282, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.86125, "top5_acc": 0.99688, "loss_cls": 0.61292, "loss": 0.61292, "time": 0.41471} | |
| {"mode": "train", "epoch": 29, "iter": 900, "lr": 0.02281, "memory": 4082, "data_time": 0.00041, "top1_acc": 0.86812, "top5_acc": 0.99562, "loss_cls": 0.64048, "loss": 0.64048, "time": 0.41585} | |
| {"mode": "train", "epoch": 29, "iter": 1000, "lr": 0.0228, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.865, "top5_acc": 0.99562, "loss_cls": 0.63818, "loss": 0.63818, "time": 0.41525} | |
| {"mode": "train", "epoch": 29, "iter": 1100, "lr": 0.02279, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.86875, "top5_acc": 0.99375, "loss_cls": 0.64011, "loss": 0.64011, "time": 0.41398} | |
| {"mode": "train", "epoch": 29, "iter": 1200, "lr": 0.02277, "memory": 4082, "data_time": 0.00031, "top1_acc": 0.87312, "top5_acc": 0.995, "loss_cls": 0.63458, "loss": 0.63458, "time": 0.41567} | |
| {"mode": "val", "epoch": 29, "iter": 533, "lr": 0.02276, "top1_acc": 0.83441, "top5_acc": 0.9885, "mean_class_accuracy": 0.7801} | |
| {"mode": "train", "epoch": 30, "iter": 100, "lr": 0.02275, "memory": 4082, "data_time": 0.1954, "top1_acc": 0.87875, "top5_acc": 0.995, "loss_cls": 0.58766, "loss": 0.58766, "time": 0.69557} | |
| {"mode": "train", "epoch": 30, "iter": 200, "lr": 0.02274, "memory": 4082, "data_time": 0.00037, "top1_acc": 0.88625, "top5_acc": 0.9975, "loss_cls": 0.5511, "loss": 0.5511, "time": 0.25233} | |
| {"mode": "train", "epoch": 30, "iter": 300, "lr": 0.02273, "memory": 4082, "data_time": 0.0006, "top1_acc": 0.87938, "top5_acc": 0.9975, "loss_cls": 0.54938, "loss": 0.54938, "time": 0.50487} | |
| {"mode": "train", "epoch": 30, "iter": 400, "lr": 0.02272, "memory": 4082, "data_time": 0.00052, "top1_acc": 0.85625, "top5_acc": 0.98875, "loss_cls": 0.65185, "loss": 0.65185, "time": 0.49457} | |
| {"mode": "train", "epoch": 30, "iter": 500, "lr": 0.02271, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.86375, "top5_acc": 0.99438, "loss_cls": 0.6479, "loss": 0.6479, "time": 0.47388} | |
| {"mode": "train", "epoch": 30, "iter": 600, "lr": 0.02269, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.87625, "top5_acc": 0.995, "loss_cls": 0.59892, "loss": 0.59892, "time": 0.49301} | |
| {"mode": "train", "epoch": 30, "iter": 700, "lr": 0.02268, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.86562, "top5_acc": 0.99375, "loss_cls": 0.62103, "loss": 0.62103, "time": 0.49921} | |
| {"mode": "train", "epoch": 30, "iter": 800, "lr": 0.02267, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.87125, "top5_acc": 0.99438, "loss_cls": 0.64694, "loss": 0.64694, "time": 0.4923} | |
| {"mode": "train", "epoch": 30, "iter": 900, "lr": 0.02266, "memory": 4082, "data_time": 0.00031, "top1_acc": 0.8575, "top5_acc": 0.98938, "loss_cls": 0.68122, "loss": 0.68122, "time": 0.48861} | |
| {"mode": "train", "epoch": 30, "iter": 1000, "lr": 0.02265, "memory": 4082, "data_time": 0.0003, "top1_acc": 0.865, "top5_acc": 0.99312, "loss_cls": 0.64342, "loss": 0.64342, "time": 0.50016} | |
| {"mode": "train", "epoch": 30, "iter": 1100, "lr": 0.02263, "memory": 4082, "data_time": 0.00042, "top1_acc": 0.87375, "top5_acc": 0.9925, "loss_cls": 0.63494, "loss": 0.63494, "time": 0.49311} | |
| {"mode": "train", "epoch": 30, "iter": 1200, "lr": 0.02262, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.88125, "top5_acc": 0.99438, "loss_cls": 0.58663, "loss": 0.58663, "time": 0.48798} | |
| {"mode": "val", "epoch": 30, "iter": 533, "lr": 0.02261, "top1_acc": 0.83441, "top5_acc": 0.98779, "mean_class_accuracy": 0.77403} | |
| {"mode": "train", "epoch": 31, "iter": 100, "lr": 0.0226, "memory": 4083, "data_time": 0.19424, "top1_acc": 0.88875, "top5_acc": 0.99812, "loss_cls": 0.72412, "loss": 0.72412, "time": 0.89256} | |
| {"mode": "train", "epoch": 31, "iter": 200, "lr": 0.02259, "memory": 4083, "data_time": 0.00051, "top1_acc": 0.86938, "top5_acc": 0.99562, "loss_cls": 0.7471, "loss": 0.7471, "time": 0.5116} | |
| {"mode": "train", "epoch": 31, "iter": 300, "lr": 0.02258, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.85562, "top5_acc": 0.995, "loss_cls": 0.78914, "loss": 0.78914, "time": 0.525} | |
| {"mode": "train", "epoch": 31, "iter": 400, "lr": 0.02256, "memory": 4083, "data_time": 0.00066, "top1_acc": 0.87062, "top5_acc": 0.99375, "loss_cls": 0.72607, "loss": 0.72607, "time": 0.51186} | |
| {"mode": "train", "epoch": 31, "iter": 500, "lr": 0.02255, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.86938, "top5_acc": 0.995, "loss_cls": 0.75086, "loss": 0.75086, "time": 0.52029} | |
| {"mode": "train", "epoch": 31, "iter": 600, "lr": 0.02254, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.87, "top5_acc": 0.99625, "loss_cls": 0.76588, "loss": 0.76588, "time": 0.51532} | |
| {"mode": "train", "epoch": 31, "iter": 700, "lr": 0.02253, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.86625, "top5_acc": 0.99125, "loss_cls": 0.81464, "loss": 0.81464, "time": 0.49867} | |
| {"mode": "train", "epoch": 31, "iter": 800, "lr": 0.02252, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.87188, "top5_acc": 0.99375, "loss_cls": 0.78297, "loss": 0.78297, "time": 0.51317} | |
| {"mode": "train", "epoch": 31, "iter": 900, "lr": 0.0225, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.86438, "top5_acc": 0.99438, "loss_cls": 0.78805, "loss": 0.78805, "time": 0.40443} | |
| {"mode": "train", "epoch": 31, "iter": 1000, "lr": 0.02249, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.87062, "top5_acc": 0.98938, "loss_cls": 0.80548, "loss": 0.80548, "time": 0.51116} | |
| {"mode": "train", "epoch": 31, "iter": 1100, "lr": 0.02248, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.85188, "top5_acc": 0.99438, "loss_cls": 0.83458, "loss": 0.83458, "time": 0.26286} | |
| {"mode": "train", "epoch": 31, "iter": 1200, "lr": 0.02247, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.86125, "top5_acc": 0.99125, "loss_cls": 0.81461, "loss": 0.81461, "time": 0.51514} | |
| {"mode": "val", "epoch": 31, "iter": 533, "lr": 0.02246, "top1_acc": 0.80519, "top5_acc": 0.97911, "mean_class_accuracy": 0.73286} | |
| {"mode": "train", "epoch": 32, "iter": 100, "lr": 0.02244, "memory": 4083, "data_time": 0.19889, "top1_acc": 0.87812, "top5_acc": 0.9925, "loss_cls": 0.65062, "loss": 0.65062, "time": 0.84989} | |
| {"mode": "train", "epoch": 32, "iter": 200, "lr": 0.02243, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.88875, "top5_acc": 0.99562, "loss_cls": 0.6318, "loss": 0.6318, "time": 0.52068} | |
| {"mode": "train", "epoch": 32, "iter": 300, "lr": 0.02242, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.88625, "top5_acc": 0.99375, "loss_cls": 0.67567, "loss": 0.67567, "time": 0.52562} | |
| {"mode": "train", "epoch": 32, "iter": 400, "lr": 0.02241, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.86312, "top5_acc": 0.995, "loss_cls": 0.74724, "loss": 0.74724, "time": 0.52358} | |
| {"mode": "train", "epoch": 32, "iter": 500, "lr": 0.02239, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.865, "top5_acc": 0.99375, "loss_cls": 0.70551, "loss": 0.70551, "time": 0.49434} | |
| {"mode": "train", "epoch": 32, "iter": 600, "lr": 0.02238, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.86375, "top5_acc": 0.99438, "loss_cls": 0.74198, "loss": 0.74198, "time": 0.31965} | |
| {"mode": "train", "epoch": 32, "iter": 700, "lr": 0.02237, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.88188, "top5_acc": 0.99562, "loss_cls": 0.63058, "loss": 0.63058, "time": 0.42198} | |
| {"mode": "train", "epoch": 32, "iter": 800, "lr": 0.02236, "memory": 4083, "data_time": 0.00046, "top1_acc": 0.88562, "top5_acc": 0.99562, "loss_cls": 0.62219, "loss": 0.62219, "time": 0.44194} | |
| {"mode": "train", "epoch": 32, "iter": 900, "lr": 0.02234, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.86688, "top5_acc": 0.995, "loss_cls": 0.73184, "loss": 0.73184, "time": 0.53093} | |
| {"mode": "train", "epoch": 32, "iter": 1000, "lr": 0.02233, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.87688, "top5_acc": 0.9925, "loss_cls": 0.68216, "loss": 0.68216, "time": 0.52824} | |
| {"mode": "train", "epoch": 32, "iter": 1100, "lr": 0.02232, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.87812, "top5_acc": 0.995, "loss_cls": 0.68625, "loss": 0.68625, "time": 0.53234} | |
| {"mode": "train", "epoch": 32, "iter": 1200, "lr": 0.02231, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.85938, "top5_acc": 0.99312, "loss_cls": 0.69822, "loss": 0.69822, "time": 0.52478} | |
| {"mode": "val", "epoch": 32, "iter": 533, "lr": 0.0223, "top1_acc": 0.7586, "top5_acc": 0.97723, "mean_class_accuracy": 0.71992} | |
| {"mode": "train", "epoch": 33, "iter": 100, "lr": 0.02228, "memory": 4083, "data_time": 0.19914, "top1_acc": 0.8725, "top5_acc": 0.99812, "loss_cls": 0.64693, "loss": 0.64693, "time": 0.84514} | |
| {"mode": "train", "epoch": 33, "iter": 200, "lr": 0.02227, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.8725, "top5_acc": 0.99562, "loss_cls": 0.66501, "loss": 0.66501, "time": 0.29452} | |
| {"mode": "train", "epoch": 33, "iter": 300, "lr": 0.02226, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.85812, "top5_acc": 0.99562, "loss_cls": 0.71444, "loss": 0.71444, "time": 0.51449} | |
| {"mode": "train", "epoch": 33, "iter": 400, "lr": 0.02225, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.87562, "top5_acc": 0.99625, "loss_cls": 0.64356, "loss": 0.64356, "time": 0.36337} | |
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| {"mode": "train", "epoch": 33, "iter": 600, "lr": 0.02222, "memory": 4083, "data_time": 0.00043, "top1_acc": 0.86438, "top5_acc": 0.99188, "loss_cls": 0.72619, "loss": 0.72619, "time": 0.51956} | |
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| {"mode": "train", "epoch": 39, "iter": 800, "lr": 0.02113, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.88938, "top5_acc": 0.9975, "loss_cls": 0.5567, "loss": 0.5567, "time": 0.51516} | |
| {"mode": "train", "epoch": 39, "iter": 900, "lr": 0.02111, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.88938, "top5_acc": 0.99562, "loss_cls": 0.5939, "loss": 0.5939, "time": 0.5279} | |
| {"mode": "train", "epoch": 39, "iter": 1000, "lr": 0.0211, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.87438, "top5_acc": 0.99688, "loss_cls": 0.63424, "loss": 0.63424, "time": 0.51827} | |
| {"mode": "train", "epoch": 39, "iter": 1100, "lr": 0.02108, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.89188, "top5_acc": 0.99438, "loss_cls": 0.56972, "loss": 0.56972, "time": 0.52374} | |
| {"mode": "train", "epoch": 39, "iter": 1200, "lr": 0.02107, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.88875, "top5_acc": 0.99688, "loss_cls": 0.58457, "loss": 0.58457, "time": 0.50604} | |
| {"mode": "val", "epoch": 39, "iter": 533, "lr": 0.02106, "top1_acc": 0.8675, "top5_acc": 0.9919, "mean_class_accuracy": 0.81115} | |
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| {"mode": "train", "epoch": 44, "iter": 900, "lr": 0.02012, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.8825, "top5_acc": 0.99688, "loss_cls": 0.64365, "loss": 0.64365, "time": 0.4896} | |
| {"mode": "train", "epoch": 44, "iter": 1000, "lr": 0.0201, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.88312, "top5_acc": 0.99688, "loss_cls": 0.57838, "loss": 0.57838, "time": 0.48695} | |
| {"mode": "train", "epoch": 44, "iter": 1100, "lr": 0.02009, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.8825, "top5_acc": 0.99562, "loss_cls": 0.6455, "loss": 0.6455, "time": 0.4922} | |
| {"mode": "train", "epoch": 44, "iter": 1200, "lr": 0.02007, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.88125, "top5_acc": 0.99812, "loss_cls": 0.5942, "loss": 0.5942, "time": 0.49164} | |
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| {"mode": "train", "epoch": 45, "iter": 300, "lr": 0.02001, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.8925, "top5_acc": 0.99562, "loss_cls": 0.558, "loss": 0.558, "time": 0.49011} | |
| {"mode": "train", "epoch": 45, "iter": 400, "lr": 0.01999, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.88438, "top5_acc": 0.99125, "loss_cls": 0.60625, "loss": 0.60625, "time": 0.48754} | |
| {"mode": "train", "epoch": 45, "iter": 500, "lr": 0.01998, "memory": 4083, "data_time": 0.00044, "top1_acc": 0.89062, "top5_acc": 0.99312, "loss_cls": 0.57855, "loss": 0.57855, "time": 0.28039} | |
| {"mode": "train", "epoch": 45, "iter": 600, "lr": 0.01996, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.88625, "top5_acc": 0.99812, "loss_cls": 0.56821, "loss": 0.56821, "time": 0.51181} | |
| {"mode": "train", "epoch": 45, "iter": 700, "lr": 0.01994, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.895, "top5_acc": 0.99688, "loss_cls": 0.56015, "loss": 0.56015, "time": 0.30471} | |
| {"mode": "train", "epoch": 45, "iter": 800, "lr": 0.01993, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.90812, "top5_acc": 0.99812, "loss_cls": 0.52403, "loss": 0.52403, "time": 0.49117} | |
| {"mode": "train", "epoch": 45, "iter": 900, "lr": 0.01991, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.88188, "top5_acc": 0.99625, "loss_cls": 0.58811, "loss": 0.58811, "time": 0.48627} | |
| {"mode": "train", "epoch": 45, "iter": 1000, "lr": 0.01989, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.89562, "top5_acc": 0.9975, "loss_cls": 0.51552, "loss": 0.51552, "time": 0.48942} | |
| {"mode": "train", "epoch": 45, "iter": 1100, "lr": 0.01988, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.88875, "top5_acc": 0.99688, "loss_cls": 0.59116, "loss": 0.59116, "time": 0.49123} | |
| {"mode": "train", "epoch": 45, "iter": 1200, "lr": 0.01986, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.89375, "top5_acc": 0.99625, "loss_cls": 0.56637, "loss": 0.56637, "time": 0.491} | |
| {"mode": "val", "epoch": 45, "iter": 533, "lr": 0.01985, "top1_acc": 0.85647, "top5_acc": 0.98991, "mean_class_accuracy": 0.81433} | |
| {"mode": "train", "epoch": 46, "iter": 100, "lr": 0.01983, "memory": 4083, "data_time": 0.19794, "top1_acc": 0.905, "top5_acc": 0.99625, "loss_cls": 0.54009, "loss": 0.54009, "time": 0.80318} | |
| {"mode": "train", "epoch": 46, "iter": 200, "lr": 0.01981, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.91188, "top5_acc": 0.99812, "loss_cls": 0.49319, "loss": 0.49319, "time": 0.49033} | |
| {"mode": "train", "epoch": 46, "iter": 300, "lr": 0.0198, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.9025, "top5_acc": 0.99688, "loss_cls": 0.53583, "loss": 0.53583, "time": 0.49181} | |
| {"mode": "train", "epoch": 46, "iter": 400, "lr": 0.01978, "memory": 4083, "data_time": 0.00047, "top1_acc": 0.89625, "top5_acc": 0.99562, "loss_cls": 0.54199, "loss": 0.54199, "time": 0.49303} | |
| {"mode": "train", "epoch": 46, "iter": 500, "lr": 0.01976, "memory": 4083, "data_time": 0.00063, "top1_acc": 0.90688, "top5_acc": 0.99625, "loss_cls": 0.49723, "loss": 0.49723, "time": 0.27293} | |
| {"mode": "train", "epoch": 46, "iter": 600, "lr": 0.01975, "memory": 4083, "data_time": 0.00045, "top1_acc": 0.89188, "top5_acc": 0.9975, "loss_cls": 0.50265, "loss": 0.50265, "time": 0.51011} | |
| {"mode": "train", "epoch": 46, "iter": 700, "lr": 0.01973, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.89875, "top5_acc": 0.99688, "loss_cls": 0.53876, "loss": 0.53876, "time": 0.30265} | |
| {"mode": "train", "epoch": 46, "iter": 800, "lr": 0.01971, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.87562, "top5_acc": 0.99625, "loss_cls": 0.63795, "loss": 0.63795, "time": 0.48983} | |
| {"mode": "train", "epoch": 46, "iter": 900, "lr": 0.0197, "memory": 4083, "data_time": 0.00056, "top1_acc": 0.88125, "top5_acc": 0.99562, "loss_cls": 0.60457, "loss": 0.60457, "time": 0.48823} | |
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| {"mode": "train", "epoch": 51, "iter": 500, "lr": 0.01866, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.89688, "top5_acc": 0.99625, "loss_cls": 0.53986, "loss": 0.53986, "time": 0.27293} | |
| {"mode": "train", "epoch": 51, "iter": 600, "lr": 0.01864, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.90375, "top5_acc": 0.99625, "loss_cls": 0.52008, "loss": 0.52008, "time": 0.50022} | |
| {"mode": "train", "epoch": 51, "iter": 700, "lr": 0.01863, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.9175, "top5_acc": 0.99625, "loss_cls": 0.47964, "loss": 0.47964, "time": 0.31755} | |
| {"mode": "train", "epoch": 51, "iter": 800, "lr": 0.01861, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.90188, "top5_acc": 0.99688, "loss_cls": 0.4827, "loss": 0.4827, "time": 0.49264} | |
| {"mode": "train", "epoch": 51, "iter": 900, "lr": 0.01859, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.91125, "top5_acc": 0.99625, "loss_cls": 0.53515, "loss": 0.53515, "time": 0.4897} | |
| {"mode": "train", "epoch": 51, "iter": 1000, "lr": 0.01857, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.91438, "top5_acc": 0.99688, "loss_cls": 0.47799, "loss": 0.47799, "time": 0.48824} | |
| {"mode": "train", "epoch": 51, "iter": 1100, "lr": 0.01855, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.89312, "top5_acc": 0.99875, "loss_cls": 0.55514, "loss": 0.55514, "time": 0.48858} | |
| {"mode": "train", "epoch": 51, "iter": 1200, "lr": 0.01854, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.88938, "top5_acc": 0.995, "loss_cls": 0.59586, "loss": 0.59586, "time": 0.48772} | |
| {"mode": "val", "epoch": 51, "iter": 533, "lr": 0.01852, "top1_acc": 0.8661, "top5_acc": 0.99143, "mean_class_accuracy": 0.81299} | |
| {"mode": "train", "epoch": 52, "iter": 100, "lr": 0.0185, "memory": 4083, "data_time": 0.20032, "top1_acc": 0.91125, "top5_acc": 0.99562, "loss_cls": 0.49527, "loss": 0.49527, "time": 0.80643} | |
| {"mode": "train", "epoch": 52, "iter": 200, "lr": 0.01849, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.90125, "top5_acc": 0.99875, "loss_cls": 0.46404, "loss": 0.46404, "time": 0.49158} | |
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| {"mode": "train", "epoch": 52, "iter": 400, "lr": 0.01845, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.91062, "top5_acc": 0.99875, "loss_cls": 0.48382, "loss": 0.48382, "time": 0.48839} | |
| {"mode": "train", "epoch": 52, "iter": 500, "lr": 0.01843, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9075, "top5_acc": 0.99625, "loss_cls": 0.51054, "loss": 0.51054, "time": 0.28983} | |
| {"mode": "train", "epoch": 52, "iter": 600, "lr": 0.01841, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.88188, "top5_acc": 0.99688, "loss_cls": 0.60043, "loss": 0.60043, "time": 0.4762} | |
| {"mode": "train", "epoch": 52, "iter": 700, "lr": 0.0184, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.90125, "top5_acc": 0.995, "loss_cls": 0.53451, "loss": 0.53451, "time": 0.31425} | |
| {"mode": "train", "epoch": 52, "iter": 800, "lr": 0.01838, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.90562, "top5_acc": 0.99625, "loss_cls": 0.53523, "loss": 0.53523, "time": 0.49076} | |
| {"mode": "train", "epoch": 52, "iter": 900, "lr": 0.01836, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.88812, "top5_acc": 0.995, "loss_cls": 0.56638, "loss": 0.56638, "time": 0.4904} | |
| {"mode": "train", "epoch": 52, "iter": 1000, "lr": 0.01834, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.89312, "top5_acc": 0.99375, "loss_cls": 0.56402, "loss": 0.56402, "time": 0.4911} | |
| {"mode": "train", "epoch": 52, "iter": 1100, "lr": 0.01832, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.90438, "top5_acc": 0.99625, "loss_cls": 0.53218, "loss": 0.53218, "time": 0.49029} | |
| {"mode": "train", "epoch": 52, "iter": 1200, "lr": 0.01831, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.8725, "top5_acc": 0.99375, "loss_cls": 0.58346, "loss": 0.58346, "time": 0.48858} | |
| {"mode": "val", "epoch": 52, "iter": 533, "lr": 0.01829, "top1_acc": 0.86281, "top5_acc": 0.9919, "mean_class_accuracy": 0.82889} | |
| {"mode": "train", "epoch": 53, "iter": 100, "lr": 0.01827, "memory": 4083, "data_time": 0.19338, "top1_acc": 0.90125, "top5_acc": 0.99625, "loss_cls": 0.53756, "loss": 0.53756, "time": 0.81089} | |
| {"mode": "train", "epoch": 53, "iter": 200, "lr": 0.01826, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.90188, "top5_acc": 0.99625, "loss_cls": 0.5125, "loss": 0.5125, "time": 0.49531} | |
| {"mode": "train", "epoch": 53, "iter": 300, "lr": 0.01824, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.88938, "top5_acc": 0.995, "loss_cls": 0.5378, "loss": 0.5378, "time": 0.49362} | |
| {"mode": "train", "epoch": 53, "iter": 400, "lr": 0.01822, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.90938, "top5_acc": 0.99688, "loss_cls": 0.49783, "loss": 0.49783, "time": 0.49294} | |
| {"mode": "train", "epoch": 53, "iter": 500, "lr": 0.0182, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.905, "top5_acc": 0.99625, "loss_cls": 0.48336, "loss": 0.48336, "time": 0.28028} | |
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| {"mode": "train", "epoch": 59, "iter": 1000, "lr": 0.01667, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.90438, "top5_acc": 0.99562, "loss_cls": 0.51015, "loss": 0.51015, "time": 0.49092} | |
| {"mode": "train", "epoch": 59, "iter": 1100, "lr": 0.01665, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.90438, "top5_acc": 0.99938, "loss_cls": 0.53899, "loss": 0.53899, "time": 0.49033} | |
| {"mode": "train", "epoch": 59, "iter": 1200, "lr": 0.01663, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.92312, "top5_acc": 0.99688, "loss_cls": 0.43643, "loss": 0.43643, "time": 0.49315} | |
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| {"mode": "train", "epoch": 60, "iter": 100, "lr": 0.01659, "memory": 4083, "data_time": 0.19387, "top1_acc": 0.92625, "top5_acc": 0.99938, "loss_cls": 0.39138, "loss": 0.39138, "time": 0.80735} | |
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| {"mode": "train", "epoch": 63, "iter": 1100, "lr": 0.01564, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.90312, "top5_acc": 0.99562, "loss_cls": 0.48264, "loss": 0.48264, "time": 0.49145} | |
| {"mode": "train", "epoch": 63, "iter": 1200, "lr": 0.01562, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.90375, "top5_acc": 0.99812, "loss_cls": 0.48474, "loss": 0.48474, "time": 0.49186} | |
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| {"mode": "train", "epoch": 64, "iter": 700, "lr": 0.01547, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.93188, "top5_acc": 0.99625, "loss_cls": 0.40554, "loss": 0.40554, "time": 0.37566} | |
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| {"mode": "train", "epoch": 64, "iter": 900, "lr": 0.01543, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.91312, "top5_acc": 0.99812, "loss_cls": 0.46123, "loss": 0.46123, "time": 0.48932} | |
| {"mode": "train", "epoch": 64, "iter": 1000, "lr": 0.01541, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.90938, "top5_acc": 0.9975, "loss_cls": 0.4796, "loss": 0.4796, "time": 0.48998} | |
| {"mode": "train", "epoch": 64, "iter": 1100, "lr": 0.01539, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.91062, "top5_acc": 0.99562, "loss_cls": 0.47025, "loss": 0.47025, "time": 0.49199} | |
| {"mode": "train", "epoch": 64, "iter": 1200, "lr": 0.01537, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.92125, "top5_acc": 0.99875, "loss_cls": 0.43489, "loss": 0.43489, "time": 0.49424} | |
| {"mode": "val", "epoch": 64, "iter": 533, "lr": 0.01535, "top1_acc": 0.8817, "top5_acc": 0.99319, "mean_class_accuracy": 0.83681} | |
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| {"mode": "train", "epoch": 65, "iter": 200, "lr": 0.01531, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.90812, "top5_acc": 0.99938, "loss_cls": 0.46499, "loss": 0.46499, "time": 0.49255} | |
| {"mode": "train", "epoch": 65, "iter": 300, "lr": 0.01529, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.91375, "top5_acc": 0.99875, "loss_cls": 0.45046, "loss": 0.45046, "time": 0.49037} | |
| {"mode": "train", "epoch": 65, "iter": 400, "lr": 0.01527, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.93125, "top5_acc": 0.99625, "loss_cls": 0.38475, "loss": 0.38475, "time": 0.45788} | |
| {"mode": "train", "epoch": 65, "iter": 500, "lr": 0.01526, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.91812, "top5_acc": 0.99875, "loss_cls": 0.41902, "loss": 0.41902, "time": 0.40464} | |
| {"mode": "train", "epoch": 65, "iter": 600, "lr": 0.01524, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.92812, "top5_acc": 0.99875, "loss_cls": 0.415, "loss": 0.415, "time": 0.33254} | |
| {"mode": "train", "epoch": 65, "iter": 700, "lr": 0.01522, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.92562, "top5_acc": 0.99938, "loss_cls": 0.42916, "loss": 0.42916, "time": 0.40722} | |
| {"mode": "train", "epoch": 65, "iter": 800, "lr": 0.0152, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.915, "top5_acc": 0.99625, "loss_cls": 0.45153, "loss": 0.45153, "time": 0.49499} | |
| {"mode": "train", "epoch": 65, "iter": 900, "lr": 0.01518, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.9175, "top5_acc": 0.99875, "loss_cls": 0.47088, "loss": 0.47088, "time": 0.49304} | |
| {"mode": "train", "epoch": 65, "iter": 1000, "lr": 0.01516, "memory": 4083, "data_time": 0.00051, "top1_acc": 0.91, "top5_acc": 0.99625, "loss_cls": 0.45872, "loss": 0.45872, "time": 0.4893} | |
| {"mode": "train", "epoch": 65, "iter": 1100, "lr": 0.01514, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.91438, "top5_acc": 0.99812, "loss_cls": 0.42595, "loss": 0.42595, "time": 0.49051} | |
| {"mode": "train", "epoch": 65, "iter": 1200, "lr": 0.01512, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.89875, "top5_acc": 0.99375, "loss_cls": 0.52374, "loss": 0.52374, "time": 0.48768} | |
| {"mode": "val", "epoch": 65, "iter": 533, "lr": 0.0151, "top1_acc": 0.87642, "top5_acc": 0.99261, "mean_class_accuracy": 0.82782} | |
| {"mode": "train", "epoch": 66, "iter": 100, "lr": 0.01508, "memory": 4083, "data_time": 0.19667, "top1_acc": 0.91812, "top5_acc": 0.99875, "loss_cls": 0.41435, "loss": 0.41435, "time": 0.8087} | |
| {"mode": "train", "epoch": 66, "iter": 200, "lr": 0.01506, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.91938, "top5_acc": 0.99875, "loss_cls": 0.42581, "loss": 0.42581, "time": 0.49088} | |
| {"mode": "train", "epoch": 66, "iter": 300, "lr": 0.01504, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.90938, "top5_acc": 0.9975, "loss_cls": 0.4363, "loss": 0.4363, "time": 0.49375} | |
| {"mode": "train", "epoch": 66, "iter": 400, "lr": 0.01502, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.9325, "top5_acc": 0.99812, "loss_cls": 0.41165, "loss": 0.41165, "time": 0.42598} | |
| {"mode": "train", "epoch": 66, "iter": 500, "lr": 0.015, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.92, "top5_acc": 0.99875, "loss_cls": 0.4247, "loss": 0.4247, "time": 0.44368} | |
| {"mode": "train", "epoch": 66, "iter": 600, "lr": 0.01498, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.92812, "top5_acc": 0.99812, "loss_cls": 0.38233, "loss": 0.38233, "time": 0.29155} | |
| {"mode": "train", "epoch": 66, "iter": 700, "lr": 0.01496, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.92, "top5_acc": 0.99812, "loss_cls": 0.45173, "loss": 0.45173, "time": 0.41206} | |
| {"mode": "train", "epoch": 66, "iter": 800, "lr": 0.01494, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9175, "top5_acc": 0.99938, "loss_cls": 0.42392, "loss": 0.42392, "time": 0.49303} | |
| {"mode": "train", "epoch": 66, "iter": 900, "lr": 0.01492, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.90812, "top5_acc": 0.99875, "loss_cls": 0.46694, "loss": 0.46694, "time": 0.49303} | |
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| {"mode": "train", "epoch": 71, "iter": 600, "lr": 0.01368, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.90562, "top5_acc": 0.995, "loss_cls": 0.4694, "loss": 0.4694, "time": 0.23193} | |
| {"mode": "train", "epoch": 71, "iter": 700, "lr": 0.01366, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.93312, "top5_acc": 0.9975, "loss_cls": 0.3853, "loss": 0.3853, "time": 0.43861} | |
| {"mode": "train", "epoch": 71, "iter": 800, "lr": 0.01364, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.92562, "top5_acc": 1.0, "loss_cls": 0.39429, "loss": 0.39429, "time": 0.49325} | |
| {"mode": "train", "epoch": 71, "iter": 900, "lr": 0.01362, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.91562, "top5_acc": 0.99688, "loss_cls": 0.42872, "loss": 0.42872, "time": 0.49243} | |
| {"mode": "train", "epoch": 71, "iter": 1000, "lr": 0.0136, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.92438, "top5_acc": 0.99812, "loss_cls": 0.40794, "loss": 0.40794, "time": 0.49024} | |
| {"mode": "train", "epoch": 71, "iter": 1100, "lr": 0.01358, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.92, "top5_acc": 0.99812, "loss_cls": 0.39145, "loss": 0.39145, "time": 0.48966} | |
| {"mode": "train", "epoch": 71, "iter": 1200, "lr": 0.01356, "memory": 4083, "data_time": 0.00044, "top1_acc": 0.93062, "top5_acc": 0.99875, "loss_cls": 0.37981, "loss": 0.37981, "time": 0.49087} | |
| {"mode": "val", "epoch": 71, "iter": 533, "lr": 0.01355, "top1_acc": 0.89978, "top5_acc": 0.99484, "mean_class_accuracy": 0.86476} | |
| {"mode": "train", "epoch": 72, "iter": 100, "lr": 0.01353, "memory": 4083, "data_time": 0.19955, "top1_acc": 0.93438, "top5_acc": 0.99938, "loss_cls": 0.38353, "loss": 0.38353, "time": 0.80982} | |
| {"mode": "train", "epoch": 72, "iter": 200, "lr": 0.01351, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.9425, "top5_acc": 0.99812, "loss_cls": 0.34066, "loss": 0.34066, "time": 0.4914} | |
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| {"mode": "train", "epoch": 72, "iter": 700, "lr": 0.0134, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.935, "top5_acc": 0.99688, "loss_cls": 0.39125, "loss": 0.39125, "time": 0.45435} | |
| {"mode": "train", "epoch": 72, "iter": 800, "lr": 0.01338, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.94688, "top5_acc": 0.9975, "loss_cls": 0.33703, "loss": 0.33703, "time": 0.49344} | |
| {"mode": "train", "epoch": 72, "iter": 900, "lr": 0.01336, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.93375, "top5_acc": 0.99875, "loss_cls": 0.37906, "loss": 0.37906, "time": 0.49027} | |
| {"mode": "train", "epoch": 72, "iter": 1000, "lr": 0.01334, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.91688, "top5_acc": 0.9975, "loss_cls": 0.47068, "loss": 0.47068, "time": 0.49017} | |
| {"mode": "train", "epoch": 72, "iter": 1100, "lr": 0.01332, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.9175, "top5_acc": 0.99625, "loss_cls": 0.45602, "loss": 0.45602, "time": 0.49156} | |
| {"mode": "train", "epoch": 72, "iter": 1200, "lr": 0.0133, "memory": 4083, "data_time": 0.00044, "top1_acc": 0.91125, "top5_acc": 0.99562, "loss_cls": 0.46428, "loss": 0.46428, "time": 0.49304} | |
| {"mode": "val", "epoch": 72, "iter": 533, "lr": 0.01329, "top1_acc": 0.88253, "top5_acc": 0.99202, "mean_class_accuracy": 0.8366} | |
| {"mode": "train", "epoch": 73, "iter": 100, "lr": 0.01326, "memory": 4083, "data_time": 0.19847, "top1_acc": 0.925, "top5_acc": 1.0, "loss_cls": 0.38393, "loss": 0.38393, "time": 0.81333} | |
| {"mode": "train", "epoch": 73, "iter": 200, "lr": 0.01324, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.92938, "top5_acc": 0.99812, "loss_cls": 0.38572, "loss": 0.38572, "time": 0.49083} | |
| {"mode": "train", "epoch": 73, "iter": 300, "lr": 0.01322, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.93812, "top5_acc": 0.9975, "loss_cls": 0.37605, "loss": 0.37605, "time": 0.48915} | |
| {"mode": "train", "epoch": 73, "iter": 400, "lr": 0.0132, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.92625, "top5_acc": 0.9975, "loss_cls": 0.39752, "loss": 0.39752, "time": 0.35705} | |
| {"mode": "train", "epoch": 73, "iter": 500, "lr": 0.01318, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.93562, "top5_acc": 0.99875, "loss_cls": 0.33676, "loss": 0.33676, "time": 0.50922} | |
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| {"mode": "train", "epoch": 77, "iter": 1100, "lr": 0.01201, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.92375, "top5_acc": 0.99688, "loss_cls": 0.41834, "loss": 0.41834, "time": 0.49182} | |
| {"mode": "train", "epoch": 77, "iter": 1200, "lr": 0.01199, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.93875, "top5_acc": 0.99812, "loss_cls": 0.35319, "loss": 0.35319, "time": 0.49497} | |
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| {"mode": "train", "epoch": 78, "iter": 200, "lr": 0.01194, "memory": 4083, "data_time": 0.00046, "top1_acc": 0.93188, "top5_acc": 0.99875, "loss_cls": 0.35711, "loss": 0.35711, "time": 0.49052} | |
| {"mode": "train", "epoch": 78, "iter": 300, "lr": 0.01192, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.94375, "top5_acc": 0.99938, "loss_cls": 0.31667, "loss": 0.31667, "time": 0.49088} | |
| {"mode": "train", "epoch": 78, "iter": 400, "lr": 0.0119, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.92438, "top5_acc": 0.99688, "loss_cls": 0.38993, "loss": 0.38993, "time": 0.27756} | |
| {"mode": "train", "epoch": 78, "iter": 500, "lr": 0.01187, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.93625, "top5_acc": 0.99812, "loss_cls": 0.34914, "loss": 0.34914, "time": 0.51027} | |
| {"mode": "train", "epoch": 78, "iter": 600, "lr": 0.01185, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.92625, "top5_acc": 0.9975, "loss_cls": 0.39833, "loss": 0.39833, "time": 0.31203} | |
| {"mode": "train", "epoch": 78, "iter": 700, "lr": 0.01183, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.91188, "top5_acc": 0.99812, "loss_cls": 0.46296, "loss": 0.46296, "time": 0.48764} | |
| {"mode": "train", "epoch": 78, "iter": 800, "lr": 0.01181, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.935, "top5_acc": 0.99938, "loss_cls": 0.35116, "loss": 0.35116, "time": 0.4896} | |
| {"mode": "train", "epoch": 78, "iter": 900, "lr": 0.01179, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.9275, "top5_acc": 0.99812, "loss_cls": 0.41422, "loss": 0.41422, "time": 0.48923} | |
| {"mode": "train", "epoch": 78, "iter": 1000, "lr": 0.01177, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.93562, "top5_acc": 0.99688, "loss_cls": 0.37549, "loss": 0.37549, "time": 0.49268} | |
| {"mode": "train", "epoch": 78, "iter": 1100, "lr": 0.01175, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.935, "top5_acc": 1.0, "loss_cls": 0.36458, "loss": 0.36458, "time": 0.4894} | |
| {"mode": "train", "epoch": 78, "iter": 1200, "lr": 0.01173, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.9175, "top5_acc": 0.9975, "loss_cls": 0.40921, "loss": 0.40921, "time": 0.49106} | |
| {"mode": "val", "epoch": 78, "iter": 533, "lr": 0.01172, "top1_acc": 0.88006, "top5_acc": 0.99096, "mean_class_accuracy": 0.84785} | |
| {"mode": "train", "epoch": 79, "iter": 100, "lr": 0.01169, "memory": 4083, "data_time": 0.18743, "top1_acc": 0.93875, "top5_acc": 0.99812, "loss_cls": 0.33353, "loss": 0.33353, "time": 0.79075} | |
| {"mode": "train", "epoch": 79, "iter": 200, "lr": 0.01167, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.95312, "top5_acc": 0.99812, "loss_cls": 0.31064, "loss": 0.31064, "time": 0.49295} | |
| {"mode": "train", "epoch": 79, "iter": 300, "lr": 0.01165, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.94, "top5_acc": 0.99938, "loss_cls": 0.32657, "loss": 0.32657, "time": 0.49294} | |
| {"mode": "train", "epoch": 79, "iter": 400, "lr": 0.01163, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.94562, "top5_acc": 0.99938, "loss_cls": 0.30596, "loss": 0.30596, "time": 0.28364} | |
| {"mode": "train", "epoch": 79, "iter": 500, "lr": 0.01161, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.94125, "top5_acc": 0.99875, "loss_cls": 0.33253, "loss": 0.33253, "time": 0.50228} | |
| {"mode": "train", "epoch": 79, "iter": 600, "lr": 0.01159, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.925, "top5_acc": 0.99875, "loss_cls": 0.39887, "loss": 0.39887, "time": 0.31532} | |
| {"mode": "train", "epoch": 79, "iter": 700, "lr": 0.01157, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.925, "top5_acc": 0.99938, "loss_cls": 0.36073, "loss": 0.36073, "time": 0.48921} | |
| {"mode": "train", "epoch": 79, "iter": 800, "lr": 0.01155, "memory": 4083, "data_time": 0.00066, "top1_acc": 0.95062, "top5_acc": 0.99812, "loss_cls": 0.3109, "loss": 0.3109, "time": 0.49281} | |
| {"mode": "train", "epoch": 79, "iter": 900, "lr": 0.01153, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.93625, "top5_acc": 0.99812, "loss_cls": 0.32773, "loss": 0.32773, "time": 0.48824} | |
| {"mode": "train", "epoch": 79, "iter": 1000, "lr": 0.01151, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.93312, "top5_acc": 0.99875, "loss_cls": 0.36736, "loss": 0.36736, "time": 0.49235} | |
| {"mode": "train", "epoch": 79, "iter": 1100, "lr": 0.01149, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.92438, "top5_acc": 0.99812, "loss_cls": 0.38884, "loss": 0.38884, "time": 0.49154} | |
| {"mode": "train", "epoch": 79, "iter": 1200, "lr": 0.01147, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.9375, "top5_acc": 0.99875, "loss_cls": 0.37168, "loss": 0.37168, "time": 0.49235} | |
| {"mode": "val", "epoch": 79, "iter": 533, "lr": 0.01145, "top1_acc": 0.89532, "top5_acc": 0.99308, "mean_class_accuracy": 0.85797} | |
| {"mode": "train", "epoch": 80, "iter": 100, "lr": 0.01143, "memory": 4083, "data_time": 0.19677, "top1_acc": 0.94312, "top5_acc": 1.0, "loss_cls": 0.3066, "loss": 0.3066, "time": 0.80804} | |
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| {"mode": "train", "epoch": 83, "iter": 200, "lr": 0.01063, "memory": 4083, "data_time": 0.00048, "top1_acc": 0.95438, "top5_acc": 1.0, "loss_cls": 0.27432, "loss": 0.27432, "time": 0.49452} | |
| {"mode": "train", "epoch": 83, "iter": 300, "lr": 0.01061, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.95188, "top5_acc": 0.99938, "loss_cls": 0.27465, "loss": 0.27465, "time": 0.46452} | |
| {"mode": "train", "epoch": 83, "iter": 400, "lr": 0.01059, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.94562, "top5_acc": 0.99875, "loss_cls": 0.32, "loss": 0.32, "time": 0.3852} | |
| {"mode": "train", "epoch": 83, "iter": 500, "lr": 0.01057, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.95125, "top5_acc": 1.0, "loss_cls": 0.30197, "loss": 0.30197, "time": 0.35354} | |
| {"mode": "train", "epoch": 83, "iter": 600, "lr": 0.01055, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.93812, "top5_acc": 1.0, "loss_cls": 0.33232, "loss": 0.33232, "time": 0.38227} | |
| {"mode": "train", "epoch": 83, "iter": 700, "lr": 0.01053, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.94188, "top5_acc": 0.9975, "loss_cls": 0.32279, "loss": 0.32279, "time": 0.49246} | |
| {"mode": "train", "epoch": 83, "iter": 800, "lr": 0.01051, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.94312, "top5_acc": 0.99875, "loss_cls": 0.31007, "loss": 0.31007, "time": 0.49376} | |
| {"mode": "train", "epoch": 83, "iter": 900, "lr": 0.01049, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.93375, "top5_acc": 0.99812, "loss_cls": 0.33132, "loss": 0.33132, "time": 0.49503} | |
| {"mode": "train", "epoch": 83, "iter": 1000, "lr": 0.01047, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.93938, "top5_acc": 1.0, "loss_cls": 0.32332, "loss": 0.32332, "time": 0.49214} | |
| {"mode": "train", "epoch": 83, "iter": 1100, "lr": 0.01045, "memory": 4083, "data_time": 0.0006, "top1_acc": 0.95125, "top5_acc": 0.99938, "loss_cls": 0.30335, "loss": 0.30335, "time": 0.4901} | |
| {"mode": "train", "epoch": 83, "iter": 1200, "lr": 0.01043, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.95688, "top5_acc": 0.99812, "loss_cls": 0.27418, "loss": 0.27418, "time": 0.48968} | |
| {"mode": "val", "epoch": 83, "iter": 533, "lr": 0.01042, "top1_acc": 0.90072, "top5_acc": 0.99472, "mean_class_accuracy": 0.85885} | |
| {"mode": "train", "epoch": 84, "iter": 100, "lr": 0.0104, "memory": 4083, "data_time": 0.19014, "top1_acc": 0.96562, "top5_acc": 0.99875, "loss_cls": 0.27855, "loss": 0.27855, "time": 0.79685} | |
| {"mode": "train", "epoch": 84, "iter": 200, "lr": 0.01038, "memory": 4083, "data_time": 0.00063, "top1_acc": 0.95062, "top5_acc": 0.99938, "loss_cls": 0.28853, "loss": 0.28853, "time": 0.49264} | |
| {"mode": "train", "epoch": 84, "iter": 300, "lr": 0.01036, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9525, "top5_acc": 1.0, "loss_cls": 0.27053, "loss": 0.27053, "time": 0.45236} | |
| {"mode": "train", "epoch": 84, "iter": 400, "lr": 0.01034, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.93875, "top5_acc": 0.99938, "loss_cls": 0.3077, "loss": 0.3077, "time": 0.40935} | |
| {"mode": "train", "epoch": 84, "iter": 500, "lr": 0.01031, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9425, "top5_acc": 0.99938, "loss_cls": 0.32656, "loss": 0.32656, "time": 0.32751} | |
| {"mode": "train", "epoch": 84, "iter": 600, "lr": 0.01029, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.955, "top5_acc": 1.0, "loss_cls": 0.27709, "loss": 0.27709, "time": 0.39516} | |
| {"mode": "train", "epoch": 84, "iter": 700, "lr": 0.01027, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.94812, "top5_acc": 0.99812, "loss_cls": 0.30566, "loss": 0.30566, "time": 0.49038} | |
| {"mode": "train", "epoch": 84, "iter": 800, "lr": 0.01025, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.9375, "top5_acc": 0.99938, "loss_cls": 0.3161, "loss": 0.3161, "time": 0.49279} | |
| {"mode": "train", "epoch": 84, "iter": 900, "lr": 0.01023, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.94375, "top5_acc": 0.99875, "loss_cls": 0.30788, "loss": 0.30788, "time": 0.48787} | |
| {"mode": "train", "epoch": 84, "iter": 1000, "lr": 0.01021, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.95312, "top5_acc": 0.99938, "loss_cls": 0.28639, "loss": 0.28639, "time": 0.49465} | |
| {"mode": "train", "epoch": 84, "iter": 1100, "lr": 0.01019, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.94625, "top5_acc": 0.99875, "loss_cls": 0.3102, "loss": 0.3102, "time": 0.49039} | |
| {"mode": "train", "epoch": 84, "iter": 1200, "lr": 0.01017, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9525, "top5_acc": 0.99938, "loss_cls": 0.29322, "loss": 0.29322, "time": 0.49158} | |
| {"mode": "val", "epoch": 84, "iter": 533, "lr": 0.01016, "top1_acc": 0.88745, "top5_acc": 0.99378, "mean_class_accuracy": 0.84502} | |
| {"mode": "train", "epoch": 85, "iter": 100, "lr": 0.01014, "memory": 4083, "data_time": 0.19617, "top1_acc": 0.95812, "top5_acc": 1.0, "loss_cls": 0.26584, "loss": 0.26584, "time": 0.80037} | |
| {"mode": "train", "epoch": 85, "iter": 200, "lr": 0.01012, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.9625, "top5_acc": 1.0, "loss_cls": 0.24548, "loss": 0.24548, "time": 0.49063} | |
| {"mode": "train", "epoch": 85, "iter": 300, "lr": 0.0101, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.95125, "top5_acc": 0.99875, "loss_cls": 0.27892, "loss": 0.27892, "time": 0.44096} | |
| {"mode": "train", "epoch": 85, "iter": 400, "lr": 0.01008, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.94625, "top5_acc": 0.99812, "loss_cls": 0.32444, "loss": 0.32444, "time": 0.43742} | |
| {"mode": "train", "epoch": 85, "iter": 500, "lr": 0.01006, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.95125, "top5_acc": 0.99938, "loss_cls": 0.28497, "loss": 0.28497, "time": 0.30116} | |
| {"mode": "train", "epoch": 85, "iter": 600, "lr": 0.01004, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.94438, "top5_acc": 1.0, "loss_cls": 0.31806, "loss": 0.31806, "time": 0.40157} | |
| {"mode": "train", "epoch": 85, "iter": 700, "lr": 0.01002, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.94875, "top5_acc": 0.99875, "loss_cls": 0.30605, "loss": 0.30605, "time": 0.49201} | |
| {"mode": "train", "epoch": 85, "iter": 800, "lr": 0.01, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.9525, "top5_acc": 0.99938, "loss_cls": 0.30273, "loss": 0.30273, "time": 0.49362} | |
| {"mode": "train", "epoch": 85, "iter": 900, "lr": 0.00998, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.94188, "top5_acc": 0.99938, "loss_cls": 0.33807, "loss": 0.33807, "time": 0.49175} | |
| {"mode": "train", "epoch": 85, "iter": 1000, "lr": 0.00996, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.93625, "top5_acc": 0.99812, "loss_cls": 0.36436, "loss": 0.36436, "time": 0.49281} | |
| {"mode": "train", "epoch": 85, "iter": 1100, "lr": 0.00994, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.945, "top5_acc": 0.99875, "loss_cls": 0.31586, "loss": 0.31586, "time": 0.49108} | |
| {"mode": "train", "epoch": 85, "iter": 1200, "lr": 0.00992, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.94812, "top5_acc": 0.99875, "loss_cls": 0.27926, "loss": 0.27926, "time": 0.48925} | |
| {"mode": "val", "epoch": 85, "iter": 533, "lr": 0.0099, "top1_acc": 0.90494, "top5_acc": 0.99225, "mean_class_accuracy": 0.87239} | |
| {"mode": "train", "epoch": 86, "iter": 100, "lr": 0.00988, "memory": 4083, "data_time": 0.19147, "top1_acc": 0.94375, "top5_acc": 1.0, "loss_cls": 0.29809, "loss": 0.29809, "time": 0.79707} | |
| {"mode": "train", "epoch": 86, "iter": 200, "lr": 0.00986, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.9525, "top5_acc": 1.0, "loss_cls": 0.28865, "loss": 0.28865, "time": 0.4934} | |
| {"mode": "train", "epoch": 86, "iter": 300, "lr": 0.00984, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.955, "top5_acc": 0.99938, "loss_cls": 0.24947, "loss": 0.24947, "time": 0.42867} | |
| {"mode": "train", "epoch": 86, "iter": 400, "lr": 0.00982, "memory": 4083, "data_time": 0.00043, "top1_acc": 0.95188, "top5_acc": 0.99938, "loss_cls": 0.26665, "loss": 0.26665, "time": 0.46124} | |
| {"mode": "train", "epoch": 86, "iter": 500, "lr": 0.0098, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.95312, "top5_acc": 1.0, "loss_cls": 0.26335, "loss": 0.26335, "time": 0.27815} | |
| {"mode": "train", "epoch": 86, "iter": 600, "lr": 0.00978, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.94812, "top5_acc": 0.99938, "loss_cls": 0.29876, "loss": 0.29876, "time": 0.41396} | |
| {"mode": "train", "epoch": 86, "iter": 700, "lr": 0.00976, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.93438, "top5_acc": 0.99812, "loss_cls": 0.34096, "loss": 0.34096, "time": 0.49078} | |
| {"mode": "train", "epoch": 86, "iter": 800, "lr": 0.00974, "memory": 4083, "data_time": 0.00044, "top1_acc": 0.9425, "top5_acc": 1.0, "loss_cls": 0.315, "loss": 0.315, "time": 0.49036} | |
| {"mode": "train", "epoch": 86, "iter": 900, "lr": 0.00972, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.9375, "top5_acc": 0.99875, "loss_cls": 0.3589, "loss": 0.3589, "time": 0.4904} | |
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| {"mode": "train", "epoch": 90, "iter": 300, "lr": 0.00883, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.95875, "top5_acc": 0.99938, "loss_cls": 0.24672, "loss": 0.24672, "time": 0.35011} | |
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| {"mode": "train", "epoch": 90, "iter": 600, "lr": 0.00877, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.95375, "top5_acc": 0.99938, "loss_cls": 0.27797, "loss": 0.27797, "time": 0.46547} | |
| {"mode": "train", "epoch": 90, "iter": 700, "lr": 0.00875, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.95312, "top5_acc": 1.0, "loss_cls": 0.28823, "loss": 0.28823, "time": 0.49288} | |
| {"mode": "train", "epoch": 90, "iter": 800, "lr": 0.00873, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.93688, "top5_acc": 0.99938, "loss_cls": 0.32624, "loss": 0.32624, "time": 0.49301} | |
| {"mode": "train", "epoch": 90, "iter": 900, "lr": 0.00871, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.95438, "top5_acc": 0.99938, "loss_cls": 0.2803, "loss": 0.2803, "time": 0.48962} | |
| {"mode": "train", "epoch": 90, "iter": 1000, "lr": 0.00869, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.96188, "top5_acc": 0.99875, "loss_cls": 0.26611, "loss": 0.26611, "time": 0.49168} | |
| {"mode": "train", "epoch": 90, "iter": 1100, "lr": 0.00867, "memory": 4083, "data_time": 0.00051, "top1_acc": 0.95125, "top5_acc": 0.99875, "loss_cls": 0.26909, "loss": 0.26909, "time": 0.49229} | |
| {"mode": "train", "epoch": 90, "iter": 1200, "lr": 0.00865, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.95188, "top5_acc": 0.99938, "loss_cls": 0.2616, "loss": 0.2616, "time": 0.49291} | |
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| {"mode": "train", "epoch": 91, "iter": 200, "lr": 0.0086, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.96062, "top5_acc": 1.0, "loss_cls": 0.2301, "loss": 0.2301, "time": 0.49051} | |
| {"mode": "train", "epoch": 91, "iter": 300, "lr": 0.00858, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.96062, "top5_acc": 0.99938, "loss_cls": 0.23009, "loss": 0.23009, "time": 0.3511} | |
| {"mode": "train", "epoch": 91, "iter": 400, "lr": 0.00856, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.95312, "top5_acc": 0.99938, "loss_cls": 0.26404, "loss": 0.26404, "time": 0.51057} | |
| {"mode": "train", "epoch": 91, "iter": 500, "lr": 0.00854, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.95188, "top5_acc": 1.0, "loss_cls": 0.27064, "loss": 0.27064, "time": 0.24979} | |
| {"mode": "train", "epoch": 91, "iter": 600, "lr": 0.00852, "memory": 4083, "data_time": 0.00048, "top1_acc": 0.95, "top5_acc": 0.99875, "loss_cls": 0.28498, "loss": 0.28498, "time": 0.4746} | |
| {"mode": "train", "epoch": 91, "iter": 700, "lr": 0.0085, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.95688, "top5_acc": 0.99875, "loss_cls": 0.28724, "loss": 0.28724, "time": 0.4899} | |
| {"mode": "train", "epoch": 91, "iter": 800, "lr": 0.00848, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.95625, "top5_acc": 1.0, "loss_cls": 0.25159, "loss": 0.25159, "time": 0.49187} | |
| {"mode": "train", "epoch": 91, "iter": 900, "lr": 0.00846, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.9575, "top5_acc": 0.99938, "loss_cls": 0.25752, "loss": 0.25752, "time": 0.49061} | |
| {"mode": "train", "epoch": 91, "iter": 1000, "lr": 0.00844, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.95625, "top5_acc": 1.0, "loss_cls": 0.25421, "loss": 0.25421, "time": 0.49048} | |
| {"mode": "train", "epoch": 91, "iter": 1100, "lr": 0.00842, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.95312, "top5_acc": 1.0, "loss_cls": 0.29644, "loss": 0.29644, "time": 0.48926} | |
| {"mode": "train", "epoch": 91, "iter": 1200, "lr": 0.0084, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.96938, "top5_acc": 0.99812, "loss_cls": 0.23221, "loss": 0.23221, "time": 0.48995} | |
| {"mode": "val", "epoch": 91, "iter": 533, "lr": 0.00839, "top1_acc": 0.90142, "top5_acc": 0.99249, "mean_class_accuracy": 0.8636} | |
| {"mode": "train", "epoch": 92, "iter": 100, "lr": 0.00837, "memory": 4083, "data_time": 0.18636, "top1_acc": 0.95438, "top5_acc": 1.0, "loss_cls": 0.27253, "loss": 0.27253, "time": 0.78955} | |
| {"mode": "train", "epoch": 92, "iter": 200, "lr": 0.00835, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.95375, "top5_acc": 1.0, "loss_cls": 0.24986, "loss": 0.24986, "time": 0.48984} | |
| {"mode": "train", "epoch": 92, "iter": 300, "lr": 0.00833, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.94312, "top5_acc": 0.99875, "loss_cls": 0.30654, "loss": 0.30654, "time": 0.35433} | |
| {"mode": "train", "epoch": 92, "iter": 400, "lr": 0.00831, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.95875, "top5_acc": 0.99938, "loss_cls": 0.2431, "loss": 0.2431, "time": 0.51083} | |
| {"mode": "train", "epoch": 92, "iter": 500, "lr": 0.00829, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.9625, "top5_acc": 1.0, "loss_cls": 0.23106, "loss": 0.23106, "time": 0.24574} | |
| {"mode": "train", "epoch": 92, "iter": 600, "lr": 0.00827, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.94688, "top5_acc": 0.99812, "loss_cls": 0.30265, "loss": 0.30265, "time": 0.46845} | |
| {"mode": "train", "epoch": 92, "iter": 700, "lr": 0.00825, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.95938, "top5_acc": 1.0, "loss_cls": 0.25033, "loss": 0.25033, "time": 0.49236} | |
| {"mode": "train", "epoch": 92, "iter": 800, "lr": 0.00824, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.94938, "top5_acc": 0.99812, "loss_cls": 0.29978, "loss": 0.29978, "time": 0.49091} | |
| {"mode": "train", "epoch": 92, "iter": 900, "lr": 0.00822, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.965, "top5_acc": 1.0, "loss_cls": 0.21141, "loss": 0.21141, "time": 0.48832} | |
| {"mode": "train", "epoch": 92, "iter": 1000, "lr": 0.0082, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.95688, "top5_acc": 0.99875, "loss_cls": 0.25226, "loss": 0.25226, "time": 0.49202} | |
| {"mode": "train", "epoch": 92, "iter": 1100, "lr": 0.00818, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.95625, "top5_acc": 1.0, "loss_cls": 0.24691, "loss": 0.24691, "time": 0.49109} | |
| {"mode": "train", "epoch": 92, "iter": 1200, "lr": 0.00816, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.93562, "top5_acc": 0.99688, "loss_cls": 0.32158, "loss": 0.32158, "time": 0.49226} | |
| {"mode": "val", "epoch": 92, "iter": 533, "lr": 0.00814, "top1_acc": 0.90283, "top5_acc": 0.99308, "mean_class_accuracy": 0.87675} | |
| {"mode": "train", "epoch": 93, "iter": 100, "lr": 0.00812, "memory": 4083, "data_time": 0.18954, "top1_acc": 0.96375, "top5_acc": 1.0, "loss_cls": 0.21855, "loss": 0.21855, "time": 0.78931} | |
| {"mode": "train", "epoch": 93, "iter": 200, "lr": 0.0081, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.96062, "top5_acc": 1.0, "loss_cls": 0.23929, "loss": 0.23929, "time": 0.49348} | |
| {"mode": "train", "epoch": 93, "iter": 300, "lr": 0.00809, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.96438, "top5_acc": 0.99875, "loss_cls": 0.22995, "loss": 0.22995, "time": 0.36512} | |
| {"mode": "train", "epoch": 93, "iter": 400, "lr": 0.00807, "memory": 4083, "data_time": 0.00051, "top1_acc": 0.96375, "top5_acc": 0.99938, "loss_cls": 0.23836, "loss": 0.23836, "time": 0.51228} | |
| {"mode": "train", "epoch": 93, "iter": 500, "lr": 0.00805, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.95812, "top5_acc": 0.99938, "loss_cls": 0.26373, "loss": 0.26373, "time": 0.24548} | |
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| {"mode": "train", "epoch": 98, "iter": 1000, "lr": 0.00676, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.95062, "top5_acc": 0.99938, "loss_cls": 0.27506, "loss": 0.27506, "time": 0.48704} | |
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| {"mode": "train", "epoch": 99, "iter": 1000, "lr": 0.00653, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.95062, "top5_acc": 1.0, "loss_cls": 0.29221, "loss": 0.29221, "time": 0.49129} | |
| {"mode": "train", "epoch": 99, "iter": 1100, "lr": 0.00651, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.96812, "top5_acc": 1.0, "loss_cls": 0.21144, "loss": 0.21144, "time": 0.49} | |
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| {"mode": "val", "epoch": 99, "iter": 533, "lr": 0.00648, "top1_acc": 0.90154, "top5_acc": 0.99261, "mean_class_accuracy": 0.87122} | |
| {"mode": "train", "epoch": 100, "iter": 100, "lr": 0.00646, "memory": 4083, "data_time": 0.18863, "top1_acc": 0.96625, "top5_acc": 0.99875, "loss_cls": 0.21096, "loss": 0.21096, "time": 0.78601} | |
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| {"mode": "train", "epoch": 100, "iter": 700, "lr": 0.00635, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.96562, "top5_acc": 1.0, "loss_cls": 0.22072, "loss": 0.22072, "time": 0.48807} | |
| {"mode": "train", "epoch": 100, "iter": 800, "lr": 0.00634, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.95, "top5_acc": 0.99812, "loss_cls": 0.27905, "loss": 0.27905, "time": 0.48822} | |
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| {"mode": "train", "epoch": 100, "iter": 1000, "lr": 0.0063, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.95562, "top5_acc": 0.99875, "loss_cls": 0.24848, "loss": 0.24848, "time": 0.49367} | |
| {"mode": "train", "epoch": 100, "iter": 1100, "lr": 0.00628, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.96312, "top5_acc": 1.0, "loss_cls": 0.20761, "loss": 0.20761, "time": 0.4897} | |
| {"mode": "train", "epoch": 100, "iter": 1200, "lr": 0.00626, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.965, "top5_acc": 0.99938, "loss_cls": 0.1903, "loss": 0.1903, "time": 0.48649} | |
| {"mode": "val", "epoch": 100, "iter": 533, "lr": 0.00625, "top1_acc": 0.89485, "top5_acc": 0.99202, "mean_class_accuracy": 0.85984} | |
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| {"mode": "train", "epoch": 101, "iter": 200, "lr": 0.00621, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.96875, "top5_acc": 0.99938, "loss_cls": 0.18109, "loss": 0.18109, "time": 0.48747} | |
| {"mode": "train", "epoch": 101, "iter": 300, "lr": 0.0062, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.9625, "top5_acc": 0.99938, "loss_cls": 0.21146, "loss": 0.21146, "time": 0.42305} | |
| {"mode": "train", "epoch": 101, "iter": 400, "lr": 0.00618, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.97188, "top5_acc": 0.99938, "loss_cls": 0.18512, "loss": 0.18512, "time": 0.47531} | |
| {"mode": "train", "epoch": 101, "iter": 500, "lr": 0.00616, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.97, "top5_acc": 1.0, "loss_cls": 0.17925, "loss": 0.17925, "time": 0.26496} | |
| {"mode": "train", "epoch": 101, "iter": 600, "lr": 0.00614, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.97438, "top5_acc": 1.0, "loss_cls": 0.16477, "loss": 0.16477, "time": 0.41654} | |
| {"mode": "train", "epoch": 101, "iter": 700, "lr": 0.00613, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.97562, "top5_acc": 1.0, "loss_cls": 0.18346, "loss": 0.18346, "time": 0.49151} | |
| {"mode": "train", "epoch": 101, "iter": 800, "lr": 0.00611, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.97375, "top5_acc": 1.0, "loss_cls": 0.17074, "loss": 0.17074, "time": 0.48848} | |
| {"mode": "train", "epoch": 101, "iter": 900, "lr": 0.00609, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.96812, "top5_acc": 0.99938, "loss_cls": 0.20091, "loss": 0.20091, "time": 0.49191} | |
| {"mode": "train", "epoch": 101, "iter": 1000, "lr": 0.00607, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.96688, "top5_acc": 1.0, "loss_cls": 0.19843, "loss": 0.19843, "time": 0.48969} | |
| {"mode": "train", "epoch": 101, "iter": 1100, "lr": 0.00606, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.97125, "top5_acc": 1.0, "loss_cls": 0.20993, "loss": 0.20993, "time": 0.49103} | |
| {"mode": "train", "epoch": 101, "iter": 1200, "lr": 0.00604, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.97188, "top5_acc": 0.99938, "loss_cls": 0.18237, "loss": 0.18237, "time": 0.49275} | |
| {"mode": "val", "epoch": 101, "iter": 533, "lr": 0.00602, "top1_acc": 0.91409, "top5_acc": 0.99425, "mean_class_accuracy": 0.88781} | |
| {"mode": "train", "epoch": 102, "iter": 100, "lr": 0.00601, "memory": 4083, "data_time": 0.18885, "top1_acc": 0.95688, "top5_acc": 1.0, "loss_cls": 0.25993, "loss": 0.25993, "time": 0.78369} | |
| {"mode": "train", "epoch": 102, "iter": 200, "lr": 0.00599, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.97625, "top5_acc": 1.0, "loss_cls": 0.16095, "loss": 0.16095, "time": 0.48866} | |
| {"mode": "train", "epoch": 102, "iter": 300, "lr": 0.00597, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.97625, "top5_acc": 0.99938, "loss_cls": 0.1648, "loss": 0.1648, "time": 0.436} | |
| {"mode": "train", "epoch": 102, "iter": 400, "lr": 0.00596, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.965, "top5_acc": 0.99938, "loss_cls": 0.19873, "loss": 0.19873, "time": 0.45763} | |
| {"mode": "train", "epoch": 102, "iter": 500, "lr": 0.00594, "memory": 4083, "data_time": 0.00046, "top1_acc": 0.96312, "top5_acc": 0.99938, "loss_cls": 0.20462, "loss": 0.20462, "time": 0.27663} | |
| {"mode": "train", "epoch": 102, "iter": 600, "lr": 0.00592, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.14904, "loss": 0.14904, "time": 0.42223} | |
| {"mode": "train", "epoch": 102, "iter": 700, "lr": 0.0059, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.97125, "top5_acc": 0.99938, "loss_cls": 0.19497, "loss": 0.19497, "time": 0.49039} | |
| {"mode": "train", "epoch": 102, "iter": 800, "lr": 0.00589, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.96938, "top5_acc": 0.99875, "loss_cls": 0.19066, "loss": 0.19066, "time": 0.48888} | |
| {"mode": "train", "epoch": 102, "iter": 900, "lr": 0.00587, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.96688, "top5_acc": 1.0, "loss_cls": 0.21216, "loss": 0.21216, "time": 0.49083} | |
| {"mode": "train", "epoch": 102, "iter": 1000, "lr": 0.00585, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.96812, "top5_acc": 0.99938, "loss_cls": 0.20462, "loss": 0.20462, "time": 0.48961} | |
| {"mode": "train", "epoch": 102, "iter": 1100, "lr": 0.00583, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.96875, "top5_acc": 1.0, "loss_cls": 0.20581, "loss": 0.20581, "time": 0.48754} | |
| {"mode": "train", "epoch": 102, "iter": 1200, "lr": 0.00582, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.96312, "top5_acc": 1.0, "loss_cls": 0.23148, "loss": 0.23148, "time": 0.488} | |
| {"mode": "val", "epoch": 102, "iter": 533, "lr": 0.0058, "top1_acc": 0.91022, "top5_acc": 0.99378, "mean_class_accuracy": 0.8865} | |
| {"mode": "train", "epoch": 103, "iter": 100, "lr": 0.00579, "memory": 4083, "data_time": 0.18997, "top1_acc": 0.975, "top5_acc": 1.0, "loss_cls": 0.18396, "loss": 0.18396, "time": 0.77417} | |
| {"mode": "train", "epoch": 103, "iter": 200, "lr": 0.00577, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.97625, "top5_acc": 0.99938, "loss_cls": 0.16308, "loss": 0.16308, "time": 0.4875} | |
| {"mode": "train", "epoch": 103, "iter": 300, "lr": 0.00575, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.96688, "top5_acc": 1.0, "loss_cls": 0.18508, "loss": 0.18508, "time": 0.44422} | |
| {"mode": "train", "epoch": 103, "iter": 400, "lr": 0.00573, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.96125, "top5_acc": 0.99938, "loss_cls": 0.22896, "loss": 0.22896, "time": 0.41645} | |
| {"mode": "train", "epoch": 103, "iter": 500, "lr": 0.00572, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.97062, "top5_acc": 1.0, "loss_cls": 0.17516, "loss": 0.17516, "time": 0.31595} | |
| {"mode": "train", "epoch": 103, "iter": 600, "lr": 0.0057, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.97562, "top5_acc": 1.0, "loss_cls": 0.15022, "loss": 0.15022, "time": 0.39874} | |
| {"mode": "train", "epoch": 103, "iter": 700, "lr": 0.00568, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.97625, "top5_acc": 0.99938, "loss_cls": 0.16968, "loss": 0.16968, "time": 0.49055} | |
| {"mode": "train", "epoch": 103, "iter": 800, "lr": 0.00566, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.96688, "top5_acc": 1.0, "loss_cls": 0.18005, "loss": 0.18005, "time": 0.48888} | |
| {"mode": "train", "epoch": 103, "iter": 900, "lr": 0.00565, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.97688, "top5_acc": 0.99938, "loss_cls": 0.15949, "loss": 0.15949, "time": 0.48672} | |
| {"mode": "train", "epoch": 103, "iter": 1000, "lr": 0.00563, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.9675, "top5_acc": 0.99875, "loss_cls": 0.19847, "loss": 0.19847, "time": 0.48592} | |
| {"mode": "train", "epoch": 103, "iter": 1100, "lr": 0.00561, "memory": 4083, "data_time": 0.00021, "top1_acc": 0.97188, "top5_acc": 1.0, "loss_cls": 0.19875, "loss": 0.19875, "time": 0.48928} | |
| {"mode": "train", "epoch": 103, "iter": 1200, "lr": 0.0056, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.97375, "top5_acc": 0.99938, "loss_cls": 0.17263, "loss": 0.17263, "time": 0.49055} | |
| {"mode": "val", "epoch": 103, "iter": 533, "lr": 0.00558, "top1_acc": 0.90459, "top5_acc": 0.99413, "mean_class_accuracy": 0.87321} | |
| {"mode": "train", "epoch": 104, "iter": 100, "lr": 0.00557, "memory": 4083, "data_time": 0.18242, "top1_acc": 0.97562, "top5_acc": 1.0, "loss_cls": 0.17108, "loss": 0.17108, "time": 0.77922} | |
| {"mode": "train", "epoch": 104, "iter": 200, "lr": 0.00555, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.98, "top5_acc": 0.99938, "loss_cls": 0.15172, "loss": 0.15172, "time": 0.49327} | |
| {"mode": "train", "epoch": 104, "iter": 300, "lr": 0.00553, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.13096, "loss": 0.13096, "time": 0.4752} | |
| {"mode": "train", "epoch": 104, "iter": 400, "lr": 0.00551, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.15605, "loss": 0.15605, "time": 0.34265} | |
| {"mode": "train", "epoch": 104, "iter": 500, "lr": 0.0055, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.1537, "loss": 0.1537, "time": 0.38757} | |
| {"mode": "train", "epoch": 104, "iter": 600, "lr": 0.00548, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9675, "top5_acc": 1.0, "loss_cls": 0.22043, "loss": 0.22043, "time": 0.3543} | |
| {"mode": "train", "epoch": 104, "iter": 700, "lr": 0.00546, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.975, "top5_acc": 0.99938, "loss_cls": 0.1789, "loss": 0.1789, "time": 0.48763} | |
| {"mode": "train", "epoch": 104, "iter": 800, "lr": 0.00545, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.96625, "top5_acc": 1.0, "loss_cls": 0.18775, "loss": 0.18775, "time": 0.49061} | |
| {"mode": "train", "epoch": 104, "iter": 900, "lr": 0.00543, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.97125, "top5_acc": 1.0, "loss_cls": 0.16941, "loss": 0.16941, "time": 0.4885} | |
| {"mode": "train", "epoch": 104, "iter": 1000, "lr": 0.00541, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.97188, "top5_acc": 1.0, "loss_cls": 0.16055, "loss": 0.16055, "time": 0.48565} | |
| {"mode": "train", "epoch": 104, "iter": 1100, "lr": 0.0054, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.96812, "top5_acc": 1.0, "loss_cls": 0.17102, "loss": 0.17102, "time": 0.48815} | |
| {"mode": "train", "epoch": 104, "iter": 1200, "lr": 0.00538, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.97938, "top5_acc": 0.99938, "loss_cls": 0.14763, "loss": 0.14763, "time": 0.49117} | |
| {"mode": "val", "epoch": 104, "iter": 533, "lr": 0.00537, "top1_acc": 0.91374, "top5_acc": 0.99401, "mean_class_accuracy": 0.88467} | |
| {"mode": "train", "epoch": 105, "iter": 100, "lr": 0.00535, "memory": 4083, "data_time": 0.18389, "top1_acc": 0.97688, "top5_acc": 1.0, "loss_cls": 0.14485, "loss": 0.14485, "time": 0.78504} | |
| {"mode": "train", "epoch": 105, "iter": 200, "lr": 0.00533, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.13845, "loss": 0.13845, "time": 0.49442} | |
| {"mode": "train", "epoch": 105, "iter": 300, "lr": 0.00532, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.97688, "top5_acc": 1.0, "loss_cls": 0.14194, "loss": 0.14194, "time": 0.49137} | |
| {"mode": "train", "epoch": 105, "iter": 400, "lr": 0.0053, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.96562, "top5_acc": 0.99875, "loss_cls": 0.20913, "loss": 0.20913, "time": 0.30457} | |
| {"mode": "train", "epoch": 105, "iter": 500, "lr": 0.00528, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.97312, "top5_acc": 1.0, "loss_cls": 0.16264, "loss": 0.16264, "time": 0.44938} | |
| {"mode": "train", "epoch": 105, "iter": 600, "lr": 0.00527, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.14047, "loss": 0.14047, "time": 0.32971} | |
| {"mode": "train", "epoch": 105, "iter": 700, "lr": 0.00525, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.9775, "top5_acc": 1.0, "loss_cls": 0.15567, "loss": 0.15567, "time": 0.49035} | |
| {"mode": "train", "epoch": 105, "iter": 800, "lr": 0.00523, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.9725, "top5_acc": 0.99938, "loss_cls": 0.18675, "loss": 0.18675, "time": 0.487} | |
| {"mode": "train", "epoch": 105, "iter": 900, "lr": 0.00522, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.97188, "top5_acc": 1.0, "loss_cls": 0.15938, "loss": 0.15938, "time": 0.48834} | |
| {"mode": "train", "epoch": 105, "iter": 1000, "lr": 0.0052, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.15601, "loss": 0.15601, "time": 0.48962} | |
| {"mode": "train", "epoch": 105, "iter": 1100, "lr": 0.00518, "memory": 4083, "data_time": 0.00021, "top1_acc": 0.96812, "top5_acc": 0.99938, "loss_cls": 0.19377, "loss": 0.19377, "time": 0.48826} | |
| {"mode": "train", "epoch": 105, "iter": 1200, "lr": 0.00517, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.97312, "top5_acc": 1.0, "loss_cls": 0.16729, "loss": 0.16729, "time": 0.48701} | |
| {"mode": "val", "epoch": 105, "iter": 533, "lr": 0.00515, "top1_acc": 0.91398, "top5_acc": 0.9946, "mean_class_accuracy": 0.88663} | |
| {"mode": "train", "epoch": 106, "iter": 100, "lr": 0.00514, "memory": 4083, "data_time": 0.18746, "top1_acc": 0.97688, "top5_acc": 1.0, "loss_cls": 0.15576, "loss": 0.15576, "time": 0.80046} | |
| {"mode": "train", "epoch": 106, "iter": 200, "lr": 0.00512, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.98125, "top5_acc": 1.0, "loss_cls": 0.13408, "loss": 0.13408, "time": 0.48832} | |
| {"mode": "train", "epoch": 106, "iter": 300, "lr": 0.0051, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.11315, "loss": 0.11315, "time": 0.4868} | |
| {"mode": "train", "epoch": 106, "iter": 400, "lr": 0.00509, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.11927, "loss": 0.11927, "time": 0.30363} | |
| {"mode": "train", "epoch": 106, "iter": 500, "lr": 0.00507, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.11198, "loss": 0.11198, "time": 0.4531} | |
| {"mode": "train", "epoch": 106, "iter": 600, "lr": 0.00505, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.12396, "loss": 0.12396, "time": 0.31753} | |
| {"mode": "train", "epoch": 106, "iter": 700, "lr": 0.00504, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.96812, "top5_acc": 1.0, "loss_cls": 0.17427, "loss": 0.17427, "time": 0.48843} | |
| {"mode": "train", "epoch": 106, "iter": 800, "lr": 0.00502, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.975, "top5_acc": 0.99938, "loss_cls": 0.15513, "loss": 0.15513, "time": 0.49372} | |
| {"mode": "train", "epoch": 106, "iter": 900, "lr": 0.005, "memory": 4083, "data_time": 0.00021, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.12522, "loss": 0.12522, "time": 0.49108} | |
| {"mode": "train", "epoch": 106, "iter": 1000, "lr": 0.00499, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.97312, "top5_acc": 0.99875, "loss_cls": 0.16021, "loss": 0.16021, "time": 0.49161} | |
| {"mode": "train", "epoch": 106, "iter": 1100, "lr": 0.00497, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.97062, "top5_acc": 1.0, "loss_cls": 0.18685, "loss": 0.18685, "time": 0.49268} | |
| {"mode": "train", "epoch": 106, "iter": 1200, "lr": 0.00496, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.96938, "top5_acc": 1.0, "loss_cls": 0.18269, "loss": 0.18269, "time": 0.48926} | |
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| {"mode": "train", "epoch": 107, "iter": 300, "lr": 0.00489, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.975, "top5_acc": 0.99938, "loss_cls": 0.15251, "loss": 0.15251, "time": 0.49385} | |
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| {"mode": "train", "epoch": 107, "iter": 700, "lr": 0.00483, "memory": 4083, "data_time": 0.00049, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.13102, "loss": 0.13102, "time": 0.48591} | |
| {"mode": "train", "epoch": 107, "iter": 800, "lr": 0.00481, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.12556, "loss": 0.12556, "time": 0.49082} | |
| {"mode": "train", "epoch": 107, "iter": 900, "lr": 0.0048, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.10582, "loss": 0.10582, "time": 0.48422} | |
| {"mode": "train", "epoch": 107, "iter": 1000, "lr": 0.00478, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.13731, "loss": 0.13731, "time": 0.48934} | |
| {"mode": "train", "epoch": 107, "iter": 1100, "lr": 0.00476, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.12476, "loss": 0.12476, "time": 0.48683} | |
| {"mode": "train", "epoch": 107, "iter": 1200, "lr": 0.00475, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.12922, "loss": 0.12922, "time": 0.48647} | |
| {"mode": "val", "epoch": 107, "iter": 533, "lr": 0.00474, "top1_acc": 0.92477, "top5_acc": 0.99589, "mean_class_accuracy": 0.89602} | |
| {"mode": "train", "epoch": 108, "iter": 100, "lr": 0.00472, "memory": 4083, "data_time": 0.18704, "top1_acc": 0.97312, "top5_acc": 1.0, "loss_cls": 0.15319, "loss": 0.15319, "time": 0.78593} | |
| {"mode": "train", "epoch": 108, "iter": 200, "lr": 0.0047, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.10953, "loss": 0.10953, "time": 0.4916} | |
| {"mode": "train", "epoch": 108, "iter": 300, "lr": 0.00469, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98312, "top5_acc": 0.99938, "loss_cls": 0.11702, "loss": 0.11702, "time": 0.48706} | |
| {"mode": "train", "epoch": 108, "iter": 400, "lr": 0.00467, "memory": 4083, "data_time": 0.00053, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.1519, "loss": 0.1519, "time": 0.30002} | |
| {"mode": "train", "epoch": 108, "iter": 500, "lr": 0.00466, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.975, "top5_acc": 1.0, "loss_cls": 0.1575, "loss": 0.1575, "time": 0.50875} | |
| {"mode": "train", "epoch": 108, "iter": 600, "lr": 0.00464, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.13734, "loss": 0.13734, "time": 0.27707} | |
| {"mode": "train", "epoch": 108, "iter": 700, "lr": 0.00462, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.9775, "top5_acc": 1.0, "loss_cls": 0.16682, "loss": 0.16682, "time": 0.48906} | |
| {"mode": "train", "epoch": 108, "iter": 800, "lr": 0.00461, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.97562, "top5_acc": 1.0, "loss_cls": 0.14565, "loss": 0.14565, "time": 0.48672} | |
| {"mode": "train", "epoch": 108, "iter": 900, "lr": 0.00459, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.11506, "loss": 0.11506, "time": 0.49081} | |
| {"mode": "train", "epoch": 108, "iter": 1000, "lr": 0.00458, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.96625, "top5_acc": 1.0, "loss_cls": 0.19195, "loss": 0.19195, "time": 0.49062} | |
| {"mode": "train", "epoch": 108, "iter": 1100, "lr": 0.00456, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.97438, "top5_acc": 1.0, "loss_cls": 0.16313, "loss": 0.16313, "time": 0.48993} | |
| {"mode": "train", "epoch": 108, "iter": 1200, "lr": 0.00455, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.13403, "loss": 0.13403, "time": 0.4898} | |
| {"mode": "val", "epoch": 108, "iter": 533, "lr": 0.00453, "top1_acc": 0.90787, "top5_acc": 0.99554, "mean_class_accuracy": 0.8656} | |
| {"mode": "train", "epoch": 109, "iter": 100, "lr": 0.00452, "memory": 4083, "data_time": 0.18919, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.13409, "loss": 0.13409, "time": 0.79446} | |
| {"mode": "train", "epoch": 109, "iter": 200, "lr": 0.0045, "memory": 4083, "data_time": 0.00045, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.11332, "loss": 0.11332, "time": 0.48672} | |
| {"mode": "train", "epoch": 109, "iter": 300, "lr": 0.00449, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.10872, "loss": 0.10872, "time": 0.48831} | |
| {"mode": "train", "epoch": 109, "iter": 400, "lr": 0.00447, "memory": 4083, "data_time": 0.00044, "top1_acc": 0.975, "top5_acc": 1.0, "loss_cls": 0.14786, "loss": 0.14786, "time": 0.29695} | |
| {"mode": "train", "epoch": 109, "iter": 500, "lr": 0.00445, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.98125, "top5_acc": 1.0, "loss_cls": 0.1346, "loss": 0.1346, "time": 0.50886} | |
| {"mode": "train", "epoch": 109, "iter": 600, "lr": 0.00444, "memory": 4083, "data_time": 0.00048, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.13247, "loss": 0.13247, "time": 0.28298} | |
| {"mode": "train", "epoch": 109, "iter": 700, "lr": 0.00442, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.11854, "loss": 0.11854, "time": 0.48917} | |
| {"mode": "train", "epoch": 109, "iter": 800, "lr": 0.00441, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.12003, "loss": 0.12003, "time": 0.48845} | |
| {"mode": "train", "epoch": 109, "iter": 900, "lr": 0.00439, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.97875, "top5_acc": 0.99938, "loss_cls": 0.14916, "loss": 0.14916, "time": 0.48595} | |
| {"mode": "train", "epoch": 109, "iter": 1000, "lr": 0.00438, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.97438, "top5_acc": 1.0, "loss_cls": 0.14931, "loss": 0.14931, "time": 0.4891} | |
| {"mode": "train", "epoch": 109, "iter": 1100, "lr": 0.00436, "memory": 4083, "data_time": 0.0002, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.10607, "loss": 0.10607, "time": 0.49116} | |
| {"mode": "train", "epoch": 109, "iter": 1200, "lr": 0.00434, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.11997, "loss": 0.11997, "time": 0.49327} | |
| {"mode": "val", "epoch": 109, "iter": 533, "lr": 0.00433, "top1_acc": 0.92125, "top5_acc": 0.99425, "mean_class_accuracy": 0.89537} | |
| {"mode": "train", "epoch": 110, "iter": 100, "lr": 0.00432, "memory": 4083, "data_time": 0.18928, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.12902, "loss": 0.12902, "time": 0.79323} | |
| {"mode": "train", "epoch": 110, "iter": 200, "lr": 0.0043, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.11679, "loss": 0.11679, "time": 0.48836} | |
| {"mode": "train", "epoch": 110, "iter": 300, "lr": 0.00429, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.11572, "loss": 0.11572, "time": 0.48551} | |
| {"mode": "train", "epoch": 110, "iter": 400, "lr": 0.00427, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.09983, "loss": 0.09983, "time": 0.29587} | |
| {"mode": "train", "epoch": 110, "iter": 500, "lr": 0.00426, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.09083, "loss": 0.09083, "time": 0.50598} | |
| {"mode": "train", "epoch": 110, "iter": 600, "lr": 0.00424, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.13429, "loss": 0.13429, "time": 0.28177} | |
| {"mode": "train", "epoch": 110, "iter": 700, "lr": 0.00422, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.10608, "loss": 0.10608, "time": 0.48967} | |
| {"mode": "train", "epoch": 110, "iter": 800, "lr": 0.00421, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.13048, "loss": 0.13048, "time": 0.4894} | |
| {"mode": "train", "epoch": 110, "iter": 900, "lr": 0.00419, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.12469, "loss": 0.12469, "time": 0.48869} | |
| {"mode": "train", "epoch": 110, "iter": 1000, "lr": 0.00418, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.11511, "loss": 0.11511, "time": 0.4904} | |
| {"mode": "train", "epoch": 110, "iter": 1100, "lr": 0.00416, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.1085, "loss": 0.1085, "time": 0.49377} | |
| {"mode": "train", "epoch": 110, "iter": 1200, "lr": 0.00415, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.97375, "top5_acc": 0.99938, "loss_cls": 0.15845, "loss": 0.15845, "time": 0.49152} | |
| {"mode": "val", "epoch": 110, "iter": 533, "lr": 0.00414, "top1_acc": 0.92125, "top5_acc": 0.99507, "mean_class_accuracy": 0.88825} | |
| {"mode": "train", "epoch": 111, "iter": 100, "lr": 0.00412, "memory": 4083, "data_time": 0.18741, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.09302, "loss": 0.09302, "time": 0.78807} | |
| {"mode": "train", "epoch": 111, "iter": 200, "lr": 0.00411, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.1044, "loss": 0.1044, "time": 0.49205} | |
| {"mode": "train", "epoch": 111, "iter": 300, "lr": 0.00409, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.10282, "loss": 0.10282, "time": 0.48995} | |
| {"mode": "train", "epoch": 111, "iter": 400, "lr": 0.00408, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.11919, "loss": 0.11919, "time": 0.29822} | |
| {"mode": "train", "epoch": 111, "iter": 500, "lr": 0.00406, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.11866, "loss": 0.11866, "time": 0.50801} | |
| {"mode": "train", "epoch": 111, "iter": 600, "lr": 0.00405, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.0947, "loss": 0.0947, "time": 0.27024} | |
| {"mode": "train", "epoch": 111, "iter": 700, "lr": 0.00403, "memory": 4083, "data_time": 0.00045, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.12983, "loss": 0.12983, "time": 0.48468} | |
| {"mode": "train", "epoch": 111, "iter": 800, "lr": 0.00402, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.97562, "top5_acc": 0.99938, "loss_cls": 0.15627, "loss": 0.15627, "time": 0.4864} | |
| {"mode": "train", "epoch": 111, "iter": 900, "lr": 0.004, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.1403, "loss": 0.1403, "time": 0.48706} | |
| {"mode": "train", "epoch": 111, "iter": 1000, "lr": 0.00399, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.97875, "top5_acc": 1.0, "loss_cls": 0.1498, "loss": 0.1498, "time": 0.49173} | |
| {"mode": "train", "epoch": 111, "iter": 1100, "lr": 0.00397, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.12444, "loss": 0.12444, "time": 0.49489} | |
| {"mode": "train", "epoch": 111, "iter": 1200, "lr": 0.00396, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.97875, "top5_acc": 1.0, "loss_cls": 0.13858, "loss": 0.13858, "time": 0.48771} | |
| {"mode": "val", "epoch": 111, "iter": 533, "lr": 0.00394, "top1_acc": 0.91386, "top5_acc": 0.99249, "mean_class_accuracy": 0.88781} | |
| {"mode": "train", "epoch": 112, "iter": 100, "lr": 0.00393, "memory": 4083, "data_time": 0.19156, "top1_acc": 0.97688, "top5_acc": 1.0, "loss_cls": 0.14086, "loss": 0.14086, "time": 0.81083} | |
| {"mode": "train", "epoch": 112, "iter": 200, "lr": 0.00391, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.11068, "loss": 0.11068, "time": 0.48953} | |
| {"mode": "train", "epoch": 112, "iter": 300, "lr": 0.0039, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.10938, "loss": 0.10938, "time": 0.48994} | |
| {"mode": "train", "epoch": 112, "iter": 400, "lr": 0.00388, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.11427, "loss": 0.11427, "time": 0.29041} | |
| {"mode": "train", "epoch": 112, "iter": 500, "lr": 0.00387, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.97625, "top5_acc": 1.0, "loss_cls": 0.15504, "loss": 0.15504, "time": 0.50796} | |
| {"mode": "train", "epoch": 112, "iter": 600, "lr": 0.00385, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.11973, "loss": 0.11973, "time": 0.29224} | |
| {"mode": "train", "epoch": 112, "iter": 700, "lr": 0.00384, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.10552, "loss": 0.10552, "time": 0.48866} | |
| {"mode": "train", "epoch": 112, "iter": 800, "lr": 0.00382, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.11393, "loss": 0.11393, "time": 0.48738} | |
| {"mode": "train", "epoch": 112, "iter": 900, "lr": 0.00381, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.08635, "loss": 0.08635, "time": 0.48834} | |
| {"mode": "train", "epoch": 112, "iter": 1000, "lr": 0.0038, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.10727, "loss": 0.10727, "time": 0.48954} | |
| {"mode": "train", "epoch": 112, "iter": 1100, "lr": 0.00378, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.08802, "loss": 0.08802, "time": 0.49056} | |
| {"mode": "train", "epoch": 112, "iter": 1200, "lr": 0.00377, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.9775, "top5_acc": 1.0, "loss_cls": 0.14305, "loss": 0.14305, "time": 0.49349} | |
| {"mode": "val", "epoch": 112, "iter": 533, "lr": 0.00375, "top1_acc": 0.91844, "top5_acc": 0.99448, "mean_class_accuracy": 0.90122} | |
| {"mode": "train", "epoch": 113, "iter": 100, "lr": 0.00374, "memory": 4083, "data_time": 0.18485, "top1_acc": 0.98125, "top5_acc": 1.0, "loss_cls": 0.12882, "loss": 0.12882, "time": 0.78439} | |
| {"mode": "train", "epoch": 113, "iter": 200, "lr": 0.00373, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98062, "top5_acc": 0.99938, "loss_cls": 0.14403, "loss": 0.14403, "time": 0.48768} | |
| {"mode": "train", "epoch": 113, "iter": 300, "lr": 0.00371, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.11568, "loss": 0.11568, "time": 0.48924} | |
| {"mode": "train", "epoch": 113, "iter": 400, "lr": 0.0037, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.11233, "loss": 0.11233, "time": 0.29247} | |
| {"mode": "train", "epoch": 113, "iter": 500, "lr": 0.00368, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.10675, "loss": 0.10675, "time": 0.5078} | |
| {"mode": "train", "epoch": 113, "iter": 600, "lr": 0.00367, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.0837, "loss": 0.0837, "time": 0.30174} | |
| {"mode": "train", "epoch": 113, "iter": 700, "lr": 0.00365, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.09402, "loss": 0.09402, "time": 0.48656} | |
| {"mode": "train", "epoch": 113, "iter": 800, "lr": 0.00364, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.10595, "loss": 0.10595, "time": 0.48842} | |
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| {"mode": "train", "epoch": 114, "iter": 600, "lr": 0.00348, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.09466, "loss": 0.09466, "time": 0.29581} | |
| {"mode": "train", "epoch": 114, "iter": 700, "lr": 0.00347, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.08515, "loss": 0.08515, "time": 0.48909} | |
| {"mode": "train", "epoch": 114, "iter": 800, "lr": 0.00346, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.10699, "loss": 0.10699, "time": 0.48806} | |
| {"mode": "train", "epoch": 114, "iter": 900, "lr": 0.00344, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.10351, "loss": 0.10351, "time": 0.48945} | |
| {"mode": "train", "epoch": 114, "iter": 1000, "lr": 0.00343, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.07404, "loss": 0.07404, "time": 0.48739} | |
| {"mode": "train", "epoch": 114, "iter": 1100, "lr": 0.00341, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.09964, "loss": 0.09964, "time": 0.48835} | |
| {"mode": "train", "epoch": 114, "iter": 1200, "lr": 0.0034, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.10277, "loss": 0.10277, "time": 0.49088} | |
| {"mode": "val", "epoch": 114, "iter": 533, "lr": 0.00339, "top1_acc": 0.92395, "top5_acc": 0.99636, "mean_class_accuracy": 0.89601} | |
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| {"mode": "train", "epoch": 115, "iter": 200, "lr": 0.00336, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.07198, "loss": 0.07198, "time": 0.48962} | |
| {"mode": "train", "epoch": 115, "iter": 300, "lr": 0.00335, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.06719, "loss": 0.06719, "time": 0.49458} | |
| {"mode": "train", "epoch": 115, "iter": 400, "lr": 0.00333, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.07569, "loss": 0.07569, "time": 0.28643} | |
| {"mode": "train", "epoch": 115, "iter": 500, "lr": 0.00332, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.06346, "loss": 0.06346, "time": 0.50736} | |
| {"mode": "train", "epoch": 115, "iter": 600, "lr": 0.0033, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.08243, "loss": 0.08243, "time": 0.28785} | |
| {"mode": "train", "epoch": 115, "iter": 700, "lr": 0.00329, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.08729, "loss": 0.08729, "time": 0.48847} | |
| {"mode": "train", "epoch": 115, "iter": 800, "lr": 0.00328, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.08072, "loss": 0.08072, "time": 0.48919} | |
| {"mode": "train", "epoch": 115, "iter": 900, "lr": 0.00326, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.09424, "loss": 0.09424, "time": 0.48801} | |
| {"mode": "train", "epoch": 115, "iter": 1000, "lr": 0.00325, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.09504, "loss": 0.09504, "time": 0.49133} | |
| {"mode": "train", "epoch": 115, "iter": 1100, "lr": 0.00324, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.08865, "loss": 0.08865, "time": 0.48857} | |
| {"mode": "train", "epoch": 115, "iter": 1200, "lr": 0.00322, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.08882, "loss": 0.08882, "time": 0.49434} | |
| {"mode": "val", "epoch": 115, "iter": 533, "lr": 0.00321, "top1_acc": 0.92419, "top5_acc": 0.99507, "mean_class_accuracy": 0.89202} | |
| {"mode": "train", "epoch": 116, "iter": 100, "lr": 0.0032, "memory": 4083, "data_time": 0.18303, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.11347, "loss": 0.11347, "time": 0.78228} | |
| {"mode": "train", "epoch": 116, "iter": 200, "lr": 0.00318, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.08917, "loss": 0.08917, "time": 0.48994} | |
| {"mode": "train", "epoch": 116, "iter": 300, "lr": 0.00317, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98812, "top5_acc": 0.99938, "loss_cls": 0.08904, "loss": 0.08904, "time": 0.48951} | |
| {"mode": "train", "epoch": 116, "iter": 400, "lr": 0.00316, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.08544, "loss": 0.08544, "time": 0.29233} | |
| {"mode": "train", "epoch": 116, "iter": 500, "lr": 0.00314, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.06765, "loss": 0.06765, "time": 0.50758} | |
| {"mode": "train", "epoch": 116, "iter": 600, "lr": 0.00313, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.07686, "loss": 0.07686, "time": 0.29116} | |
| {"mode": "train", "epoch": 116, "iter": 700, "lr": 0.00312, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99062, "top5_acc": 0.99938, "loss_cls": 0.08943, "loss": 0.08943, "time": 0.48785} | |
| {"mode": "train", "epoch": 116, "iter": 800, "lr": 0.0031, "memory": 4083, "data_time": 0.00045, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.0881, "loss": 0.0881, "time": 0.48994} | |
| {"mode": "train", "epoch": 116, "iter": 900, "lr": 0.00309, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.0836, "loss": 0.0836, "time": 0.48568} | |
| {"mode": "train", "epoch": 116, "iter": 1000, "lr": 0.00308, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.06648, "loss": 0.06648, "time": 0.48894} | |
| {"mode": "train", "epoch": 116, "iter": 1100, "lr": 0.00306, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.07819, "loss": 0.07819, "time": 0.48913} | |
| {"mode": "train", "epoch": 116, "iter": 1200, "lr": 0.00305, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.07498, "loss": 0.07498, "time": 0.49496} | |
| {"mode": "val", "epoch": 116, "iter": 533, "lr": 0.00304, "top1_acc": 0.93275, "top5_acc": 0.99648, "mean_class_accuracy": 0.91142} | |
| {"mode": "train", "epoch": 117, "iter": 100, "lr": 0.00302, "memory": 4083, "data_time": 0.19052, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.07797, "loss": 0.07797, "time": 0.79173} | |
| {"mode": "train", "epoch": 117, "iter": 200, "lr": 0.00301, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.0924, "loss": 0.0924, "time": 0.48539} | |
| {"mode": "train", "epoch": 117, "iter": 300, "lr": 0.003, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.11687, "loss": 0.11687, "time": 0.48893} | |
| {"mode": "train", "epoch": 117, "iter": 400, "lr": 0.00298, "memory": 4083, "data_time": 0.00045, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.09417, "loss": 0.09417, "time": 0.28489} | |
| {"mode": "train", "epoch": 117, "iter": 500, "lr": 0.00297, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.08255, "loss": 0.08255, "time": 0.50856} | |
| {"mode": "train", "epoch": 117, "iter": 600, "lr": 0.00296, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.07113, "loss": 0.07113, "time": 0.28269} | |
| {"mode": "train", "epoch": 117, "iter": 700, "lr": 0.00294, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.07167, "loss": 0.07167, "time": 0.48833} | |
| {"mode": "train", "epoch": 117, "iter": 800, "lr": 0.00293, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.07562, "loss": 0.07562, "time": 0.48921} | |
| {"mode": "train", "epoch": 117, "iter": 900, "lr": 0.00292, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98375, "top5_acc": 0.99938, "loss_cls": 0.10226, "loss": 0.10226, "time": 0.49102} | |
| {"mode": "train", "epoch": 117, "iter": 1000, "lr": 0.00291, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.98688, "top5_acc": 0.99938, "loss_cls": 0.10518, "loss": 0.10518, "time": 0.48824} | |
| {"mode": "train", "epoch": 117, "iter": 1100, "lr": 0.00289, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.09853, "loss": 0.09853, "time": 0.49217} | |
| {"mode": "train", "epoch": 117, "iter": 1200, "lr": 0.00288, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.08615, "loss": 0.08615, "time": 0.48662} | |
| {"mode": "val", "epoch": 117, "iter": 533, "lr": 0.00287, "top1_acc": 0.92829, "top5_acc": 0.99472, "mean_class_accuracy": 0.90222} | |
| {"mode": "train", "epoch": 118, "iter": 100, "lr": 0.00286, "memory": 4083, "data_time": 0.18511, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.08839, "loss": 0.08839, "time": 0.79456} | |
| {"mode": "train", "epoch": 118, "iter": 200, "lr": 0.00284, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.06994, "loss": 0.06994, "time": 0.48977} | |
| {"mode": "train", "epoch": 118, "iter": 300, "lr": 0.00283, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.07756, "loss": 0.07756, "time": 0.49045} | |
| {"mode": "train", "epoch": 118, "iter": 400, "lr": 0.00282, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.08662, "loss": 0.08662, "time": 0.29468} | |
| {"mode": "train", "epoch": 118, "iter": 500, "lr": 0.0028, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.06375, "loss": 0.06375, "time": 0.50722} | |
| {"mode": "train", "epoch": 118, "iter": 600, "lr": 0.00279, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.07568, "loss": 0.07568, "time": 0.26593} | |
| {"mode": "train", "epoch": 118, "iter": 700, "lr": 0.00278, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.07599, "loss": 0.07599, "time": 0.48738} | |
| {"mode": "train", "epoch": 118, "iter": 800, "lr": 0.00277, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.07182, "loss": 0.07182, "time": 0.4872} | |
| {"mode": "train", "epoch": 118, "iter": 900, "lr": 0.00275, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.08589, "loss": 0.08589, "time": 0.48885} | |
| {"mode": "train", "epoch": 118, "iter": 1000, "lr": 0.00274, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.05661, "loss": 0.05661, "time": 0.49174} | |
| {"mode": "train", "epoch": 118, "iter": 1100, "lr": 0.00273, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.05257, "loss": 0.05257, "time": 0.49021} | |
| {"mode": "train", "epoch": 118, "iter": 1200, "lr": 0.00271, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.07633, "loss": 0.07633, "time": 0.48856} | |
| {"mode": "val", "epoch": 118, "iter": 533, "lr": 0.0027, "top1_acc": 0.92759, "top5_acc": 0.99554, "mean_class_accuracy": 0.9008} | |
| {"mode": "train", "epoch": 119, "iter": 100, "lr": 0.00269, "memory": 4083, "data_time": 0.18602, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.07589, "loss": 0.07589, "time": 0.80074} | |
| {"mode": "train", "epoch": 119, "iter": 200, "lr": 0.00268, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.05127, "loss": 0.05127, "time": 0.48604} | |
| {"mode": "train", "epoch": 119, "iter": 300, "lr": 0.00267, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.05972, "loss": 0.05972, "time": 0.48875} | |
| {"mode": "train", "epoch": 119, "iter": 400, "lr": 0.00265, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.06567, "loss": 0.06567, "time": 0.31408} | |
| {"mode": "train", "epoch": 119, "iter": 500, "lr": 0.00264, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05785, "loss": 0.05785, "time": 0.50713} | |
| {"mode": "train", "epoch": 119, "iter": 600, "lr": 0.00263, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.08182, "loss": 0.08182, "time": 0.26837} | |
| {"mode": "train", "epoch": 119, "iter": 700, "lr": 0.00262, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.06092, "loss": 0.06092, "time": 0.49217} | |
| {"mode": "train", "epoch": 119, "iter": 800, "lr": 0.0026, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.05111, "loss": 0.05111, "time": 0.48344} | |
| {"mode": "train", "epoch": 119, "iter": 900, "lr": 0.00259, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.06035, "loss": 0.06035, "time": 0.48883} | |
| {"mode": "train", "epoch": 119, "iter": 1000, "lr": 0.00258, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.06782, "loss": 0.06782, "time": 0.48788} | |
| {"mode": "train", "epoch": 119, "iter": 1100, "lr": 0.00257, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.068, "loss": 0.068, "time": 0.489} | |
| {"mode": "train", "epoch": 119, "iter": 1200, "lr": 0.00255, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99375, "top5_acc": 0.99938, "loss_cls": 0.07191, "loss": 0.07191, "time": 0.48886} | |
| {"mode": "val", "epoch": 119, "iter": 533, "lr": 0.00254, "top1_acc": 0.92912, "top5_acc": 0.99542, "mean_class_accuracy": 0.90703} | |
| {"mode": "train", "epoch": 120, "iter": 100, "lr": 0.00253, "memory": 4083, "data_time": 0.18607, "top1_acc": 0.98625, "top5_acc": 0.99938, "loss_cls": 0.10839, "loss": 0.10839, "time": 0.79716} | |
| {"mode": "train", "epoch": 120, "iter": 200, "lr": 0.00252, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.05982, "loss": 0.05982, "time": 0.48783} | |
| {"mode": "train", "epoch": 120, "iter": 300, "lr": 0.00251, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.0664, "loss": 0.0664, "time": 0.48785} | |
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| {"mode": "train", "epoch": 120, "iter": 500, "lr": 0.00248, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.05805, "loss": 0.05805, "time": 0.50875} | |
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| {"mode": "train", "epoch": 121, "iter": 200, "lr": 0.00236, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04629, "loss": 0.04629, "time": 0.48877} | |
| {"mode": "train", "epoch": 121, "iter": 300, "lr": 0.00235, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04596, "loss": 0.04596, "time": 0.487} | |
| {"mode": "train", "epoch": 121, "iter": 400, "lr": 0.00234, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04727, "loss": 0.04727, "time": 0.30557} | |
| {"mode": "train", "epoch": 121, "iter": 500, "lr": 0.00233, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04013, "loss": 0.04013, "time": 0.50639} | |
| {"mode": "train", "epoch": 121, "iter": 600, "lr": 0.00232, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.03928, "loss": 0.03928, "time": 0.27165} | |
| {"mode": "train", "epoch": 121, "iter": 700, "lr": 0.0023, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.05691, "loss": 0.05691, "time": 0.49035} | |
| {"mode": "train", "epoch": 121, "iter": 800, "lr": 0.00229, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.06292, "loss": 0.06292, "time": 0.48787} | |
| {"mode": "train", "epoch": 121, "iter": 900, "lr": 0.00228, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.04246, "loss": 0.04246, "time": 0.48467} | |
| {"mode": "train", "epoch": 121, "iter": 1000, "lr": 0.00227, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04761, "loss": 0.04761, "time": 0.4886} | |
| {"mode": "train", "epoch": 121, "iter": 1100, "lr": 0.00226, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.05328, "loss": 0.05328, "time": 0.49045} | |
| {"mode": "train", "epoch": 121, "iter": 1200, "lr": 0.00225, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03571, "loss": 0.03571, "time": 0.48937} | |
| {"mode": "val", "epoch": 121, "iter": 533, "lr": 0.00224, "top1_acc": 0.93428, "top5_acc": 0.99554, "mean_class_accuracy": 0.90758} | |
| {"mode": "train", "epoch": 122, "iter": 100, "lr": 0.00222, "memory": 4083, "data_time": 0.18562, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04008, "loss": 0.04008, "time": 0.79425} | |
| {"mode": "train", "epoch": 122, "iter": 200, "lr": 0.00221, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04452, "loss": 0.04452, "time": 0.48539} | |
| {"mode": "train", "epoch": 122, "iter": 300, "lr": 0.0022, "memory": 4083, "data_time": 0.00045, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04609, "loss": 0.04609, "time": 0.48713} | |
| {"mode": "train", "epoch": 122, "iter": 400, "lr": 0.00219, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.04953, "loss": 0.04953, "time": 0.30764} | |
| {"mode": "train", "epoch": 122, "iter": 500, "lr": 0.00218, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.07104, "loss": 0.07104, "time": 0.50925} | |
| {"mode": "train", "epoch": 122, "iter": 600, "lr": 0.00217, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04734, "loss": 0.04734, "time": 0.27332} | |
| {"mode": "train", "epoch": 122, "iter": 700, "lr": 0.00215, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.0586, "loss": 0.0586, "time": 0.48746} | |
| {"mode": "train", "epoch": 122, "iter": 800, "lr": 0.00214, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.06423, "loss": 0.06423, "time": 0.49312} | |
| {"mode": "train", "epoch": 122, "iter": 900, "lr": 0.00213, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99062, "top5_acc": 0.99938, "loss_cls": 0.08289, "loss": 0.08289, "time": 0.48716} | |
| {"mode": "train", "epoch": 122, "iter": 1000, "lr": 0.00212, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.05344, "loss": 0.05344, "time": 0.49125} | |
| {"mode": "train", "epoch": 122, "iter": 1100, "lr": 0.00211, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.06223, "loss": 0.06223, "time": 0.49143} | |
| {"mode": "train", "epoch": 122, "iter": 1200, "lr": 0.0021, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.0545, "loss": 0.0545, "time": 0.48949} | |
| {"mode": "val", "epoch": 122, "iter": 533, "lr": 0.00209, "top1_acc": 0.93428, "top5_acc": 0.99648, "mean_class_accuracy": 0.91026} | |
| {"mode": "train", "epoch": 123, "iter": 100, "lr": 0.00208, "memory": 4083, "data_time": 0.18255, "top1_acc": 0.99188, "top5_acc": 0.99938, "loss_cls": 0.06041, "loss": 0.06041, "time": 0.7912} | |
| {"mode": "train", "epoch": 123, "iter": 200, "lr": 0.00207, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.04121, "loss": 0.04121, "time": 0.48832} | |
| {"mode": "train", "epoch": 123, "iter": 300, "lr": 0.00205, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04449, "loss": 0.04449, "time": 0.49107} | |
| {"mode": "train", "epoch": 123, "iter": 400, "lr": 0.00204, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.058, "loss": 0.058, "time": 0.31571} | |
| {"mode": "train", "epoch": 123, "iter": 500, "lr": 0.00203, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04275, "loss": 0.04275, "time": 0.50796} | |
| {"mode": "train", "epoch": 123, "iter": 600, "lr": 0.00202, "memory": 4083, "data_time": 0.00021, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.05764, "loss": 0.05764, "time": 0.25091} | |
| {"mode": "train", "epoch": 123, "iter": 700, "lr": 0.00201, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.05458, "loss": 0.05458, "time": 0.48765} | |
| {"mode": "train", "epoch": 123, "iter": 800, "lr": 0.002, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.05094, "loss": 0.05094, "time": 0.48803} | |
| {"mode": "train", "epoch": 123, "iter": 900, "lr": 0.00199, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04966, "loss": 0.04966, "time": 0.48985} | |
| {"mode": "train", "epoch": 123, "iter": 1000, "lr": 0.00198, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04623, "loss": 0.04623, "time": 0.48856} | |
| {"mode": "train", "epoch": 123, "iter": 1100, "lr": 0.00197, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04631, "loss": 0.04631, "time": 0.48966} | |
| {"mode": "train", "epoch": 123, "iter": 1200, "lr": 0.00195, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.05587, "loss": 0.05587, "time": 0.48883} | |
| {"mode": "val", "epoch": 123, "iter": 533, "lr": 0.00195, "top1_acc": 0.93369, "top5_acc": 0.99519, "mean_class_accuracy": 0.90652} | |
| {"mode": "train", "epoch": 124, "iter": 100, "lr": 0.00194, "memory": 4083, "data_time": 0.18379, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04731, "loss": 0.04731, "time": 0.79387} | |
| {"mode": "train", "epoch": 124, "iter": 200, "lr": 0.00192, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.05184, "loss": 0.05184, "time": 0.48916} | |
| {"mode": "train", "epoch": 124, "iter": 300, "lr": 0.00191, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04823, "loss": 0.04823, "time": 0.48721} | |
| {"mode": "train", "epoch": 124, "iter": 400, "lr": 0.0019, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03551, "loss": 0.03551, "time": 0.31793} | |
| {"mode": "train", "epoch": 124, "iter": 500, "lr": 0.00189, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03938, "loss": 0.03938, "time": 0.50813} | |
| {"mode": "train", "epoch": 124, "iter": 600, "lr": 0.00188, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04409, "loss": 0.04409, "time": 0.25396} | |
| {"mode": "train", "epoch": 124, "iter": 700, "lr": 0.00187, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03822, "loss": 0.03822, "time": 0.48725} | |
| {"mode": "train", "epoch": 124, "iter": 800, "lr": 0.00186, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.0532, "loss": 0.0532, "time": 0.4892} | |
| {"mode": "train", "epoch": 124, "iter": 900, "lr": 0.00185, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.06341, "loss": 0.06341, "time": 0.48974} | |
| {"mode": "train", "epoch": 124, "iter": 1000, "lr": 0.00184, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.08189, "loss": 0.08189, "time": 0.48769} | |
| {"mode": "train", "epoch": 124, "iter": 1100, "lr": 0.00183, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.07543, "loss": 0.07543, "time": 0.49309} | |
| {"mode": "train", "epoch": 124, "iter": 1200, "lr": 0.00182, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04405, "loss": 0.04405, "time": 0.49154} | |
| {"mode": "val", "epoch": 124, "iter": 533, "lr": 0.00181, "top1_acc": 0.93416, "top5_acc": 0.9966, "mean_class_accuracy": 0.90623} | |
| {"mode": "train", "epoch": 125, "iter": 100, "lr": 0.0018, "memory": 4083, "data_time": 0.18845, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03969, "loss": 0.03969, "time": 0.80322} | |
| {"mode": "train", "epoch": 125, "iter": 200, "lr": 0.00179, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03471, "loss": 0.03471, "time": 0.48713} | |
| {"mode": "train", "epoch": 125, "iter": 300, "lr": 0.00178, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03494, "loss": 0.03494, "time": 0.4882} | |
| {"mode": "train", "epoch": 125, "iter": 400, "lr": 0.00177, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03699, "loss": 0.03699, "time": 0.32677} | |
| {"mode": "train", "epoch": 125, "iter": 500, "lr": 0.00176, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03288, "loss": 0.03288, "time": 0.50838} | |
| {"mode": "train", "epoch": 125, "iter": 600, "lr": 0.00175, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02927, "loss": 0.02927, "time": 0.25351} | |
| {"mode": "train", "epoch": 125, "iter": 700, "lr": 0.00173, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03896, "loss": 0.03896, "time": 0.4867} | |
| {"mode": "train", "epoch": 125, "iter": 800, "lr": 0.00172, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04744, "loss": 0.04744, "time": 0.48917} | |
| {"mode": "train", "epoch": 125, "iter": 900, "lr": 0.00171, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04312, "loss": 0.04312, "time": 0.48893} | |
| {"mode": "train", "epoch": 125, "iter": 1000, "lr": 0.0017, "memory": 4083, "data_time": 0.00021, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03298, "loss": 0.03298, "time": 0.49004} | |
| {"mode": "train", "epoch": 125, "iter": 1100, "lr": 0.00169, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04152, "loss": 0.04152, "time": 0.49304} | |
| {"mode": "train", "epoch": 125, "iter": 1200, "lr": 0.00168, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02915, "loss": 0.02915, "time": 0.49175} | |
| {"mode": "val", "epoch": 125, "iter": 533, "lr": 0.00167, "top1_acc": 0.92818, "top5_acc": 0.99624, "mean_class_accuracy": 0.90544} | |
| {"mode": "train", "epoch": 126, "iter": 100, "lr": 0.00166, "memory": 4083, "data_time": 0.19194, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03915, "loss": 0.03915, "time": 0.81079} | |
| {"mode": "train", "epoch": 126, "iter": 200, "lr": 0.00165, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.0386, "loss": 0.0386, "time": 0.48631} | |
| {"mode": "train", "epoch": 126, "iter": 300, "lr": 0.00164, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03431, "loss": 0.03431, "time": 0.48953} | |
| {"mode": "train", "epoch": 126, "iter": 400, "lr": 0.00163, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04306, "loss": 0.04306, "time": 0.30779} | |
| {"mode": "train", "epoch": 126, "iter": 500, "lr": 0.00162, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04084, "loss": 0.04084, "time": 0.50859} | |
| {"mode": "train", "epoch": 126, "iter": 600, "lr": 0.00161, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03149, "loss": 0.03149, "time": 0.27251} | |
| {"mode": "train", "epoch": 126, "iter": 700, "lr": 0.0016, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.04605, "loss": 0.04605, "time": 0.48982} | |
| {"mode": "train", "epoch": 126, "iter": 800, "lr": 0.00159, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03389, "loss": 0.03389, "time": 0.48758} | |
| {"mode": "train", "epoch": 126, "iter": 900, "lr": 0.00158, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03753, "loss": 0.03753, "time": 0.48558} | |
| {"mode": "train", "epoch": 126, "iter": 1000, "lr": 0.00157, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.03522, "loss": 0.03522, "time": 0.48922} | |
| {"mode": "train", "epoch": 126, "iter": 1100, "lr": 0.00156, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03333, "loss": 0.03333, "time": 0.49064} | |
| {"mode": "train", "epoch": 126, "iter": 1200, "lr": 0.00155, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03062, "loss": 0.03062, "time": 0.48743} | |
| {"mode": "val", "epoch": 126, "iter": 533, "lr": 0.00155, "top1_acc": 0.9371, "top5_acc": 0.99613, "mean_class_accuracy": 0.91285} | |
| {"mode": "train", "epoch": 127, "iter": 100, "lr": 0.00154, "memory": 4083, "data_time": 0.19251, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02954, "loss": 0.02954, "time": 0.80187} | |
| {"mode": "train", "epoch": 127, "iter": 200, "lr": 0.00153, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04406, "loss": 0.04406, "time": 0.48583} | |
| {"mode": "train", "epoch": 127, "iter": 300, "lr": 0.00152, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.0318, "loss": 0.0318, "time": 0.49185} | |
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| {"mode": "train", "epoch": 127, "iter": 700, "lr": 0.00148, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02976, "loss": 0.02976, "time": 0.48724} | |
| {"mode": "train", "epoch": 127, "iter": 800, "lr": 0.00147, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02561, "loss": 0.02561, "time": 0.48692} | |
| {"mode": "train", "epoch": 127, "iter": 900, "lr": 0.00146, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.03661, "loss": 0.03661, "time": 0.49048} | |
| {"mode": "train", "epoch": 127, "iter": 1000, "lr": 0.00145, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03816, "loss": 0.03816, "time": 0.48973} | |
| {"mode": "train", "epoch": 127, "iter": 1100, "lr": 0.00144, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.0421, "loss": 0.0421, "time": 0.48672} | |
| {"mode": "train", "epoch": 127, "iter": 1200, "lr": 0.00143, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04062, "loss": 0.04062, "time": 0.49174} | |
| {"mode": "val", "epoch": 127, "iter": 533, "lr": 0.00142, "top1_acc": 0.93757, "top5_acc": 0.99636, "mean_class_accuracy": 0.91351} | |
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| {"mode": "train", "epoch": 128, "iter": 200, "lr": 0.0014, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02697, "loss": 0.02697, "time": 0.48527} | |
| {"mode": "train", "epoch": 128, "iter": 300, "lr": 0.00139, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02694, "loss": 0.02694, "time": 0.4862} | |
| {"mode": "train", "epoch": 128, "iter": 400, "lr": 0.00138, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02851, "loss": 0.02851, "time": 0.2842} | |
| {"mode": "train", "epoch": 128, "iter": 500, "lr": 0.00138, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02818, "loss": 0.02818, "time": 0.50704} | |
| {"mode": "train", "epoch": 128, "iter": 600, "lr": 0.00137, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02709, "loss": 0.02709, "time": 0.29353} | |
| {"mode": "train", "epoch": 128, "iter": 700, "lr": 0.00136, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03196, "loss": 0.03196, "time": 0.4872} | |
| {"mode": "train", "epoch": 128, "iter": 800, "lr": 0.00135, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02474, "loss": 0.02474, "time": 0.49001} | |
| {"mode": "train", "epoch": 128, "iter": 900, "lr": 0.00134, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0252, "loss": 0.0252, "time": 0.49019} | |
| {"mode": "train", "epoch": 128, "iter": 1000, "lr": 0.00133, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02276, "loss": 0.02276, "time": 0.49196} | |
| {"mode": "train", "epoch": 128, "iter": 1100, "lr": 0.00132, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02403, "loss": 0.02403, "time": 0.48994} | |
| {"mode": "train", "epoch": 128, "iter": 1200, "lr": 0.00131, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02463, "loss": 0.02463, "time": 0.4887} | |
| {"mode": "val", "epoch": 128, "iter": 533, "lr": 0.0013, "top1_acc": 0.94085, "top5_acc": 0.9973, "mean_class_accuracy": 0.91715} | |
| {"mode": "train", "epoch": 129, "iter": 100, "lr": 0.00129, "memory": 4083, "data_time": 0.19164, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02159, "loss": 0.02159, "time": 0.78374} | |
| {"mode": "train", "epoch": 129, "iter": 200, "lr": 0.00129, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02, "loss": 0.02, "time": 0.48561} | |
| {"mode": "train", "epoch": 129, "iter": 300, "lr": 0.00128, "memory": 4083, "data_time": 0.00041, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02315, "loss": 0.02315, "time": 0.48751} | |
| {"mode": "train", "epoch": 129, "iter": 400, "lr": 0.00127, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03061, "loss": 0.03061, "time": 0.29526} | |
| {"mode": "train", "epoch": 129, "iter": 500, "lr": 0.00126, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.0265, "loss": 0.0265, "time": 0.50668} | |
| {"mode": "train", "epoch": 129, "iter": 600, "lr": 0.00125, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02511, "loss": 0.02511, "time": 0.271} | |
| {"mode": "train", "epoch": 129, "iter": 700, "lr": 0.00124, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0238, "loss": 0.0238, "time": 0.49097} | |
| {"mode": "train", "epoch": 129, "iter": 800, "lr": 0.00123, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99688, "top5_acc": 0.99938, "loss_cls": 0.03109, "loss": 0.03109, "time": 0.48866} | |
| {"mode": "train", "epoch": 129, "iter": 900, "lr": 0.00122, "memory": 4083, "data_time": 0.00043, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02756, "loss": 0.02756, "time": 0.49051} | |
| {"mode": "train", "epoch": 129, "iter": 1000, "lr": 0.00121, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0242, "loss": 0.0242, "time": 0.48976} | |
| {"mode": "train", "epoch": 129, "iter": 1100, "lr": 0.00121, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02128, "loss": 0.02128, "time": 0.48938} | |
| {"mode": "train", "epoch": 129, "iter": 1200, "lr": 0.0012, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0226, "loss": 0.0226, "time": 0.48651} | |
| {"mode": "val", "epoch": 129, "iter": 533, "lr": 0.00119, "top1_acc": 0.93956, "top5_acc": 0.99624, "mean_class_accuracy": 0.91593} | |
| {"mode": "train", "epoch": 130, "iter": 100, "lr": 0.00118, "memory": 4083, "data_time": 0.19191, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0239, "loss": 0.0239, "time": 0.78635} | |
| {"mode": "train", "epoch": 130, "iter": 200, "lr": 0.00117, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02252, "loss": 0.02252, "time": 0.48727} | |
| {"mode": "train", "epoch": 130, "iter": 300, "lr": 0.00116, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02575, "loss": 0.02575, "time": 0.48868} | |
| {"mode": "train", "epoch": 130, "iter": 400, "lr": 0.00116, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02347, "loss": 0.02347, "time": 0.32337} | |
| {"mode": "train", "epoch": 130, "iter": 500, "lr": 0.00115, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02364, "loss": 0.02364, "time": 0.50795} | |
| {"mode": "train", "epoch": 130, "iter": 600, "lr": 0.00114, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.0303, "loss": 0.0303, "time": 0.26209} | |
| {"mode": "train", "epoch": 130, "iter": 700, "lr": 0.00113, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03093, "loss": 0.03093, "time": 0.48908} | |
| {"mode": "train", "epoch": 130, "iter": 800, "lr": 0.00112, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02797, "loss": 0.02797, "time": 0.48729} | |
| {"mode": "train", "epoch": 130, "iter": 900, "lr": 0.00111, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02707, "loss": 0.02707, "time": 0.49108} | |
| {"mode": "train", "epoch": 130, "iter": 1000, "lr": 0.0011, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02424, "loss": 0.02424, "time": 0.4901} | |
| {"mode": "train", "epoch": 130, "iter": 1100, "lr": 0.0011, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03677, "loss": 0.03677, "time": 0.48819} | |
| {"mode": "train", "epoch": 130, "iter": 1200, "lr": 0.00109, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0217, "loss": 0.0217, "time": 0.48646} | |
| {"mode": "val", "epoch": 130, "iter": 533, "lr": 0.00108, "top1_acc": 0.9405, "top5_acc": 0.9966, "mean_class_accuracy": 0.91635} | |
| {"mode": "train", "epoch": 131, "iter": 100, "lr": 0.00107, "memory": 4083, "data_time": 0.19232, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02322, "loss": 0.02322, "time": 0.79397} | |
| {"mode": "train", "epoch": 131, "iter": 200, "lr": 0.00106, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02593, "loss": 0.02593, "time": 0.48888} | |
| {"mode": "train", "epoch": 131, "iter": 300, "lr": 0.00106, "memory": 4083, "data_time": 0.00033, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0225, "loss": 0.0225, "time": 0.48672} | |
| {"mode": "train", "epoch": 131, "iter": 400, "lr": 0.00105, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02103, "loss": 0.02103, "time": 0.32392} | |
| {"mode": "train", "epoch": 131, "iter": 500, "lr": 0.00104, "memory": 4083, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02281, "loss": 0.02281, "time": 0.50668} | |
| {"mode": "train", "epoch": 131, "iter": 600, "lr": 0.00103, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02379, "loss": 0.02379, "time": 0.25272} | |
| {"mode": "train", "epoch": 131, "iter": 700, "lr": 0.00102, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02064, "loss": 0.02064, "time": 0.48486} | |
| {"mode": "train", "epoch": 131, "iter": 800, "lr": 0.00102, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02933, "loss": 0.02933, "time": 0.48829} | |
| {"mode": "train", "epoch": 131, "iter": 900, "lr": 0.00101, "memory": 4083, "data_time": 0.00037, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02213, "loss": 0.02213, "time": 0.49219} | |
| {"mode": "train", "epoch": 131, "iter": 1000, "lr": 0.001, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02402, "loss": 0.02402, "time": 0.4866} | |
| {"mode": "train", "epoch": 131, "iter": 1100, "lr": 0.00099, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02352, "loss": 0.02352, "time": 0.48618} | |
| {"mode": "train", "epoch": 131, "iter": 1200, "lr": 0.00098, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02303, "loss": 0.02303, "time": 0.48905} | |
| {"mode": "val", "epoch": 131, "iter": 533, "lr": 0.00098, "top1_acc": 0.94191, "top5_acc": 0.99624, "mean_class_accuracy": 0.92101} | |
| {"mode": "train", "epoch": 132, "iter": 100, "lr": 0.00097, "memory": 4083, "data_time": 0.18888, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02109, "loss": 0.02109, "time": 0.77982} | |
| {"mode": "train", "epoch": 132, "iter": 200, "lr": 0.00096, "memory": 4083, "data_time": 0.00031, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02055, "loss": 0.02055, "time": 0.48688} | |
| {"mode": "train", "epoch": 132, "iter": 300, "lr": 0.00095, "memory": 4083, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02243, "loss": 0.02243, "time": 0.48917} | |
| {"mode": "train", "epoch": 132, "iter": 400, "lr": 0.00095, "memory": 4083, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02124, "loss": 0.02124, "time": 0.34642} | |
| {"mode": "train", "epoch": 132, "iter": 500, "lr": 0.00094, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0208, "loss": 0.0208, "time": 0.50615} | |
| {"mode": "train", "epoch": 132, "iter": 600, "lr": 0.00093, "memory": 4083, "data_time": 0.00043, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02179, "loss": 0.02179, "time": 0.24667} | |
| {"mode": "train", "epoch": 132, "iter": 700, "lr": 0.00092, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02808, "loss": 0.02808, "time": 0.47552} | |
| {"mode": "train", "epoch": 132, "iter": 800, "lr": 0.00091, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02259, "loss": 0.02259, "time": 0.49296} | |
| {"mode": "train", "epoch": 132, "iter": 900, "lr": 0.00091, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02027, "loss": 0.02027, "time": 0.47883} | |
| {"mode": "train", "epoch": 132, "iter": 1000, "lr": 0.0009, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.02895, "loss": 0.02895, "time": 0.49195} | |
| {"mode": "train", "epoch": 132, "iter": 1100, "lr": 0.00089, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.0291, "loss": 0.0291, "time": 0.49044} | |
| {"mode": "train", "epoch": 132, "iter": 1200, "lr": 0.00088, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03026, "loss": 0.03026, "time": 0.48866} | |
| {"mode": "val", "epoch": 132, "iter": 533, "lr": 0.00088, "top1_acc": 0.93827, "top5_acc": 0.99624, "mean_class_accuracy": 0.91636} | |
| {"mode": "train", "epoch": 133, "iter": 100, "lr": 0.00087, "memory": 4083, "data_time": 0.18725, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02398, "loss": 0.02398, "time": 0.79117} | |
| {"mode": "train", "epoch": 133, "iter": 200, "lr": 0.00086, "memory": 4083, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02101, "loss": 0.02101, "time": 0.48535} | |
| {"mode": "train", "epoch": 133, "iter": 300, "lr": 0.00086, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02609, "loss": 0.02609, "time": 0.49135} | |
| {"mode": "train", "epoch": 133, "iter": 400, "lr": 0.00085, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02287, "loss": 0.02287, "time": 0.36179} | |
| {"mode": "train", "epoch": 133, "iter": 500, "lr": 0.00084, "memory": 4083, "data_time": 0.0003, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02166, "loss": 0.02166, "time": 0.50682} | |
| {"mode": "train", "epoch": 133, "iter": 600, "lr": 0.00083, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02563, "loss": 0.02563, "time": 0.2375} | |
| {"mode": "train", "epoch": 133, "iter": 700, "lr": 0.00083, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02345, "loss": 0.02345, "time": 0.44805} | |
| {"mode": "train", "epoch": 133, "iter": 800, "lr": 0.00082, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02769, "loss": 0.02769, "time": 0.48724} | |
| {"mode": "train", "epoch": 133, "iter": 900, "lr": 0.00081, "memory": 4083, "data_time": 0.00048, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02221, "loss": 0.02221, "time": 0.49088} | |
| {"mode": "train", "epoch": 133, "iter": 1000, "lr": 0.0008, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02464, "loss": 0.02464, "time": 0.48826} | |
| {"mode": "train", "epoch": 133, "iter": 1100, "lr": 0.0008, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02923, "loss": 0.02923, "time": 0.48775} | |
| {"mode": "train", "epoch": 133, "iter": 1200, "lr": 0.00079, "memory": 4083, "data_time": 0.00021, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02778, "loss": 0.02778, "time": 0.48847} | |
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| {"mode": "train", "epoch": 134, "iter": 700, "lr": 0.00073, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02542, "loss": 0.02542, "time": 0.43095} | |
| {"mode": "train", "epoch": 134, "iter": 800, "lr": 0.00073, "memory": 4083, "data_time": 0.00037, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02385, "loss": 0.02385, "time": 0.48764} | |
| {"mode": "train", "epoch": 134, "iter": 900, "lr": 0.00072, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02225, "loss": 0.02225, "time": 0.4882} | |
| {"mode": "train", "epoch": 134, "iter": 1000, "lr": 0.00071, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0237, "loss": 0.0237, "time": 0.48747} | |
| {"mode": "train", "epoch": 134, "iter": 1100, "lr": 0.00071, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02206, "loss": 0.02206, "time": 0.48806} | |
| {"mode": "train", "epoch": 134, "iter": 1200, "lr": 0.0007, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02176, "loss": 0.02176, "time": 0.48934} | |
| {"mode": "val", "epoch": 134, "iter": 533, "lr": 0.0007, "top1_acc": 0.94085, "top5_acc": 0.99648, "mean_class_accuracy": 0.91758} | |
| {"mode": "train", "epoch": 135, "iter": 100, "lr": 0.00069, "memory": 4083, "data_time": 0.18669, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02157, "loss": 0.02157, "time": 0.8017} | |
| {"mode": "train", "epoch": 135, "iter": 200, "lr": 0.00068, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02091, "loss": 0.02091, "time": 0.48967} | |
| {"mode": "train", "epoch": 135, "iter": 300, "lr": 0.00068, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02172, "loss": 0.02172, "time": 0.48778} | |
| {"mode": "train", "epoch": 135, "iter": 400, "lr": 0.00067, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02174, "loss": 0.02174, "time": 0.40529} | |
| {"mode": "train", "epoch": 135, "iter": 500, "lr": 0.00066, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02108, "loss": 0.02108, "time": 0.50024} | |
| {"mode": "train", "epoch": 135, "iter": 600, "lr": 0.00066, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02682, "loss": 0.02682, "time": 0.23539} | |
| {"mode": "train", "epoch": 135, "iter": 700, "lr": 0.00065, "memory": 4083, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02402, "loss": 0.02402, "time": 0.4317} | |
| {"mode": "train", "epoch": 135, "iter": 800, "lr": 0.00064, "memory": 4083, "data_time": 0.00035, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02254, "loss": 0.02254, "time": 0.48929} | |
| {"mode": "train", "epoch": 135, "iter": 900, "lr": 0.00064, "memory": 4083, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02144, "loss": 0.02144, "time": 0.49085} | |
| {"mode": "train", "epoch": 135, "iter": 1000, "lr": 0.00063, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02331, "loss": 0.02331, "time": 0.48665} | |
| {"mode": "train", "epoch": 135, "iter": 1100, "lr": 0.00062, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02361, "loss": 0.02361, "time": 0.48942} | |
| {"mode": "train", "epoch": 135, "iter": 1200, "lr": 0.00062, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02286, "loss": 0.02286, "time": 0.49143} | |
| {"mode": "val", "epoch": 135, "iter": 533, "lr": 0.00061, "top1_acc": 0.9425, "top5_acc": 0.9966, "mean_class_accuracy": 0.91838} | |
| {"mode": "train", "epoch": 136, "iter": 100, "lr": 0.00061, "memory": 4083, "data_time": 0.18562, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.0244, "loss": 0.0244, "time": 0.79508} | |
| {"mode": "train", "epoch": 136, "iter": 200, "lr": 0.0006, "memory": 4083, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02095, "loss": 0.02095, "time": 0.48533} | |
| {"mode": "train", "epoch": 136, "iter": 300, "lr": 0.00059, "memory": 4083, "data_time": 0.00037, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0202, "loss": 0.0202, "time": 0.48466} | |
| {"mode": "train", "epoch": 136, "iter": 400, "lr": 0.00059, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02321, "loss": 0.02321, "time": 0.4045} | |
| {"mode": "train", "epoch": 136, "iter": 500, "lr": 0.00058, "memory": 4083, "data_time": 0.00035, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02347, "loss": 0.02347, "time": 0.48777} | |
| {"mode": "train", "epoch": 136, "iter": 600, "lr": 0.00057, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03105, "loss": 0.03105, "time": 0.24394} | |
| {"mode": "train", "epoch": 136, "iter": 700, "lr": 0.00057, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02342, "loss": 0.02342, "time": 0.4263} | |
| {"mode": "train", "epoch": 136, "iter": 800, "lr": 0.00056, "memory": 4083, "data_time": 0.00041, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02179, "loss": 0.02179, "time": 0.49191} | |
| {"mode": "train", "epoch": 136, "iter": 900, "lr": 0.00056, "memory": 4083, "data_time": 0.00043, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01923, "loss": 0.01923, "time": 0.48508} | |
| {"mode": "train", "epoch": 136, "iter": 1000, "lr": 0.00055, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02048, "loss": 0.02048, "time": 0.48892} | |
| {"mode": "train", "epoch": 136, "iter": 1100, "lr": 0.00054, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02143, "loss": 0.02143, "time": 0.48901} | |
| {"mode": "train", "epoch": 136, "iter": 1200, "lr": 0.00054, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02063, "loss": 0.02063, "time": 0.4868} | |
| {"mode": "val", "epoch": 136, "iter": 533, "lr": 0.00053, "top1_acc": 0.94285, "top5_acc": 0.9966, "mean_class_accuracy": 0.91969} | |
| {"mode": "train", "epoch": 137, "iter": 100, "lr": 0.00053, "memory": 4083, "data_time": 0.18499, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01982, "loss": 0.01982, "time": 0.78355} | |
| {"mode": "train", "epoch": 137, "iter": 200, "lr": 0.00052, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02061, "loss": 0.02061, "time": 0.49005} | |
| {"mode": "train", "epoch": 137, "iter": 300, "lr": 0.00052, "memory": 4083, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01867, "loss": 0.01867, "time": 0.48886} | |
| {"mode": "train", "epoch": 137, "iter": 400, "lr": 0.00051, "memory": 4083, "data_time": 0.0003, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01977, "loss": 0.01977, "time": 0.43031} | |
| {"mode": "train", "epoch": 137, "iter": 500, "lr": 0.0005, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02243, "loss": 0.02243, "time": 0.46772} | |
| {"mode": "train", "epoch": 137, "iter": 600, "lr": 0.0005, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02567, "loss": 0.02567, "time": 0.2611} | |
| {"mode": "train", "epoch": 137, "iter": 700, "lr": 0.00049, "memory": 4083, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01933, "loss": 0.01933, "time": 0.41391} | |
| {"mode": "train", "epoch": 137, "iter": 800, "lr": 0.00049, "memory": 4083, "data_time": 0.00037, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01945, "loss": 0.01945, "time": 0.49159} | |
| {"mode": "train", "epoch": 137, "iter": 900, "lr": 0.00048, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02025, "loss": 0.02025, "time": 0.49035} | |
| {"mode": "train", "epoch": 137, "iter": 1000, "lr": 0.00048, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02253, "loss": 0.02253, "time": 0.48991} | |
| {"mode": "train", "epoch": 137, "iter": 1100, "lr": 0.00047, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02082, "loss": 0.02082, "time": 0.48842} | |
| {"mode": "train", "epoch": 137, "iter": 1200, "lr": 0.00046, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02293, "loss": 0.02293, "time": 0.48818} | |
| {"mode": "val", "epoch": 137, "iter": 533, "lr": 0.00046, "top1_acc": 0.94203, "top5_acc": 0.99707, "mean_class_accuracy": 0.91968} | |
| {"mode": "train", "epoch": 138, "iter": 100, "lr": 0.00046, "memory": 4083, "data_time": 0.18394, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02007, "loss": 0.02007, "time": 0.77699} | |
| {"mode": "train", "epoch": 138, "iter": 200, "lr": 0.00045, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01982, "loss": 0.01982, "time": 0.48774} | |
| {"mode": "train", "epoch": 138, "iter": 300, "lr": 0.00044, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01994, "loss": 0.01994, "time": 0.48875} | |
| {"mode": "train", "epoch": 138, "iter": 400, "lr": 0.00044, "memory": 4083, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02127, "loss": 0.02127, "time": 0.45242} | |
| {"mode": "train", "epoch": 138, "iter": 500, "lr": 0.00043, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02649, "loss": 0.02649, "time": 0.40665} | |
| {"mode": "train", "epoch": 138, "iter": 600, "lr": 0.00043, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01955, "loss": 0.01955, "time": 0.32303} | |
| {"mode": "train", "epoch": 138, "iter": 700, "lr": 0.00042, "memory": 4083, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02156, "loss": 0.02156, "time": 0.37851} | |
| {"mode": "train", "epoch": 138, "iter": 800, "lr": 0.00042, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02221, "loss": 0.02221, "time": 0.48763} | |
| {"mode": "train", "epoch": 138, "iter": 900, "lr": 0.00041, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01981, "loss": 0.01981, "time": 0.488} | |
| {"mode": "train", "epoch": 138, "iter": 1000, "lr": 0.00041, "memory": 4083, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02371, "loss": 0.02371, "time": 0.48811} | |
| {"mode": "train", "epoch": 138, "iter": 1100, "lr": 0.0004, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02345, "loss": 0.02345, "time": 0.48728} | |
| {"mode": "train", "epoch": 138, "iter": 1200, "lr": 0.0004, "memory": 4083, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0216, "loss": 0.0216, "time": 0.48822} | |
| {"mode": "val", "epoch": 138, "iter": 533, "lr": 0.00039, "top1_acc": 0.94062, "top5_acc": 0.9973, "mean_class_accuracy": 0.91777} | |
| {"mode": "train", "epoch": 139, "iter": 100, "lr": 0.00039, "memory": 4083, "data_time": 0.18822, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02339, "loss": 0.02339, "time": 0.79328} | |
| {"mode": "train", "epoch": 139, "iter": 200, "lr": 0.00038, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02551, "loss": 0.02551, "time": 0.49088} | |
| {"mode": "train", "epoch": 139, "iter": 300, "lr": 0.00038, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02362, "loss": 0.02362, "time": 0.48791} | |
| {"mode": "train", "epoch": 139, "iter": 400, "lr": 0.00037, "memory": 4083, "data_time": 0.00038, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02141, "loss": 0.02141, "time": 0.47725} | |
| {"mode": "train", "epoch": 139, "iter": 500, "lr": 0.00037, "memory": 4083, "data_time": 0.00039, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01821, "loss": 0.01821, "time": 0.35995} | |
| {"mode": "train", "epoch": 139, "iter": 600, "lr": 0.00036, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.01989, "loss": 0.01989, "time": 0.36922} | |
| {"mode": "train", "epoch": 139, "iter": 700, "lr": 0.00036, "memory": 4083, "data_time": 0.00047, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.01979, "loss": 0.01979, "time": 0.37565} | |
| {"mode": "train", "epoch": 139, "iter": 800, "lr": 0.00035, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02064, "loss": 0.02064, "time": 0.48828} | |
| {"mode": "train", "epoch": 139, "iter": 900, "lr": 0.00035, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02024, "loss": 0.02024, "time": 0.48874} | |
| {"mode": "train", "epoch": 139, "iter": 1000, "lr": 0.00034, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01912, "loss": 0.01912, "time": 0.48983} | |
| {"mode": "train", "epoch": 139, "iter": 1100, "lr": 0.00034, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02089, "loss": 0.02089, "time": 0.48803} | |
| {"mode": "train", "epoch": 139, "iter": 1200, "lr": 0.00033, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01877, "loss": 0.01877, "time": 0.49164} | |
| {"mode": "val", "epoch": 139, "iter": 533, "lr": 0.00033, "top1_acc": 0.94402, "top5_acc": 0.99707, "mean_class_accuracy": 0.92273} | |
| {"mode": "train", "epoch": 140, "iter": 100, "lr": 0.00033, "memory": 4083, "data_time": 0.19168, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02059, "loss": 0.02059, "time": 0.80328} | |
| {"mode": "train", "epoch": 140, "iter": 200, "lr": 0.00032, "memory": 4083, "data_time": 0.00048, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02337, "loss": 0.02337, "time": 0.49195} | |
| {"mode": "train", "epoch": 140, "iter": 300, "lr": 0.00032, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02026, "loss": 0.02026, "time": 0.48725} | |
| {"mode": "train", "epoch": 140, "iter": 400, "lr": 0.00031, "memory": 4083, "data_time": 0.00036, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02063, "loss": 0.02063, "time": 0.47001} | |
| {"mode": "train", "epoch": 140, "iter": 500, "lr": 0.00031, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.01966, "loss": 0.01966, "time": 0.37127} | |
| {"mode": "train", "epoch": 140, "iter": 600, "lr": 0.0003, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0207, "loss": 0.0207, "time": 0.35729} | |
| {"mode": "train", "epoch": 140, "iter": 700, "lr": 0.0003, "memory": 4083, "data_time": 0.00033, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01939, "loss": 0.01939, "time": 0.38057} | |
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| {"mode": "train", "epoch": 140, "iter": 900, "lr": 0.00029, "memory": 4083, "data_time": 0.0003, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02015, "loss": 0.02015, "time": 0.48421} | |
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| {"mode": "train", "epoch": 141, "iter": 300, "lr": 0.00026, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02111, "loss": 0.02111, "time": 0.48784} | |
| {"mode": "train", "epoch": 141, "iter": 400, "lr": 0.00026, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02859, "loss": 0.02859, "time": 0.48168} | |
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| {"mode": "train", "epoch": 141, "iter": 600, "lr": 0.00025, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02049, "loss": 0.02049, "time": 0.38914} | |
| {"mode": "train", "epoch": 141, "iter": 700, "lr": 0.00024, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0191, "loss": 0.0191, "time": 0.36881} | |
| {"mode": "train", "epoch": 141, "iter": 800, "lr": 0.00024, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02089, "loss": 0.02089, "time": 0.4872} | |
| {"mode": "train", "epoch": 141, "iter": 900, "lr": 0.00024, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0214, "loss": 0.0214, "time": 0.4885} | |
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| {"mode": "train", "epoch": 141, "iter": 1100, "lr": 0.00023, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0189, "loss": 0.0189, "time": 0.48577} | |
| {"mode": "train", "epoch": 141, "iter": 1200, "lr": 0.00022, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02057, "loss": 0.02057, "time": 0.49046} | |
| {"mode": "val", "epoch": 141, "iter": 533, "lr": 0.00022, "top1_acc": 0.94308, "top5_acc": 0.99707, "mean_class_accuracy": 0.92279} | |
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| {"mode": "train", "epoch": 142, "iter": 200, "lr": 0.00021, "memory": 4083, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02006, "loss": 0.02006, "time": 0.48543} | |
| {"mode": "train", "epoch": 142, "iter": 300, "lr": 0.00021, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01935, "loss": 0.01935, "time": 0.49077} | |
| {"mode": "train", "epoch": 142, "iter": 400, "lr": 0.00021, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0182, "loss": 0.0182, "time": 0.48587} | |
| {"mode": "train", "epoch": 142, "iter": 500, "lr": 0.0002, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02091, "loss": 0.02091, "time": 0.31643} | |
| {"mode": "train", "epoch": 142, "iter": 600, "lr": 0.0002, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0211, "loss": 0.0211, "time": 0.40973} | |
| {"mode": "train", "epoch": 142, "iter": 700, "lr": 0.0002, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01815, "loss": 0.01815, "time": 0.35409} | |
| {"mode": "train", "epoch": 142, "iter": 800, "lr": 0.00019, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02152, "loss": 0.02152, "time": 0.48518} | |
| {"mode": "train", "epoch": 142, "iter": 900, "lr": 0.00019, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02103, "loss": 0.02103, "time": 0.48693} | |
| {"mode": "train", "epoch": 142, "iter": 1000, "lr": 0.00018, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02038, "loss": 0.02038, "time": 0.48966} | |
| {"mode": "train", "epoch": 142, "iter": 1100, "lr": 0.00018, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01974, "loss": 0.01974, "time": 0.48863} | |
| {"mode": "train", "epoch": 142, "iter": 1200, "lr": 0.00018, "memory": 4083, "data_time": 0.00046, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01925, "loss": 0.01925, "time": 0.48952} | |
| {"mode": "val", "epoch": 142, "iter": 533, "lr": 0.00018, "top1_acc": 0.94073, "top5_acc": 0.99707, "mean_class_accuracy": 0.91902} | |
| {"mode": "train", "epoch": 143, "iter": 100, "lr": 0.00017, "memory": 4083, "data_time": 0.18338, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01992, "loss": 0.01992, "time": 0.77539} | |
| {"mode": "train", "epoch": 143, "iter": 200, "lr": 0.00017, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01915, "loss": 0.01915, "time": 0.48919} | |
| {"mode": "train", "epoch": 143, "iter": 300, "lr": 0.00017, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01902, "loss": 0.01902, "time": 0.49243} | |
| {"mode": "train", "epoch": 143, "iter": 400, "lr": 0.00016, "memory": 4083, "data_time": 0.0004, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02025, "loss": 0.02025, "time": 0.48887} | |
| {"mode": "train", "epoch": 143, "iter": 500, "lr": 0.00016, "memory": 4083, "data_time": 0.00045, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02203, "loss": 0.02203, "time": 0.29484} | |
| {"mode": "train", "epoch": 143, "iter": 600, "lr": 0.00016, "memory": 4083, "data_time": 0.00034, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0203, "loss": 0.0203, "time": 0.46906} | |
| {"mode": "train", "epoch": 143, "iter": 700, "lr": 0.00015, "memory": 4083, "data_time": 0.0004, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02121, "loss": 0.02121, "time": 0.32599} | |
| {"mode": "train", "epoch": 143, "iter": 800, "lr": 0.00015, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02069, "loss": 0.02069, "time": 0.49424} | |
| {"mode": "train", "epoch": 143, "iter": 900, "lr": 0.00015, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0209, "loss": 0.0209, "time": 0.48939} | |
| {"mode": "train", "epoch": 143, "iter": 1000, "lr": 0.00014, "memory": 4083, "data_time": 0.0004, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01888, "loss": 0.01888, "time": 0.48883} | |
| {"mode": "train", "epoch": 143, "iter": 1100, "lr": 0.00014, "memory": 4083, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01917, "loss": 0.01917, "time": 0.48709} | |
| {"mode": "train", "epoch": 143, "iter": 1200, "lr": 0.00014, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02361, "loss": 0.02361, "time": 0.48962} | |
| {"mode": "val", "epoch": 143, "iter": 533, "lr": 0.00013, "top1_acc": 0.94285, "top5_acc": 0.99695, "mean_class_accuracy": 0.92213} | |
| {"mode": "train", "epoch": 144, "iter": 100, "lr": 0.00013, "memory": 4083, "data_time": 0.18686, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02505, "loss": 0.02505, "time": 0.78804} | |
| {"mode": "train", "epoch": 144, "iter": 200, "lr": 0.00013, "memory": 4083, "data_time": 0.00031, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01963, "loss": 0.01963, "time": 0.49248} | |
| {"mode": "train", "epoch": 144, "iter": 300, "lr": 0.00013, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.01946, "loss": 0.01946, "time": 0.48946} | |
| {"mode": "train", "epoch": 144, "iter": 400, "lr": 0.00012, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01973, "loss": 0.01973, "time": 0.48906} | |
| {"mode": "train", "epoch": 144, "iter": 500, "lr": 0.00012, "memory": 4083, "data_time": 0.00038, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02017, "loss": 0.02017, "time": 0.29293} | |
| {"mode": "train", "epoch": 144, "iter": 600, "lr": 0.00012, "memory": 4083, "data_time": 0.00036, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01943, "loss": 0.01943, "time": 0.47401} | |
| {"mode": "train", "epoch": 144, "iter": 700, "lr": 0.00011, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01844, "loss": 0.01844, "time": 0.32562} | |
| {"mode": "train", "epoch": 144, "iter": 800, "lr": 0.00011, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02084, "loss": 0.02084, "time": 0.4896} | |
| {"mode": "train", "epoch": 144, "iter": 900, "lr": 0.00011, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0189, "loss": 0.0189, "time": 0.4874} | |
| {"mode": "train", "epoch": 144, "iter": 1000, "lr": 0.00011, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02152, "loss": 0.02152, "time": 0.49046} | |
| {"mode": "train", "epoch": 144, "iter": 1100, "lr": 0.0001, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02312, "loss": 0.02312, "time": 0.49213} | |
| {"mode": "train", "epoch": 144, "iter": 1200, "lr": 0.0001, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01763, "loss": 0.01763, "time": 0.49017} | |
| {"mode": "val", "epoch": 144, "iter": 533, "lr": 0.0001, "top1_acc": 0.94214, "top5_acc": 0.99695, "mean_class_accuracy": 0.91986} | |
| {"mode": "train", "epoch": 145, "iter": 100, "lr": 0.0001, "memory": 4083, "data_time": 0.18545, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01856, "loss": 0.01856, "time": 0.78309} | |
| {"mode": "train", "epoch": 145, "iter": 200, "lr": 9e-05, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01914, "loss": 0.01914, "time": 0.49224} | |
| {"mode": "train", "epoch": 145, "iter": 300, "lr": 9e-05, "memory": 4083, "data_time": 0.00051, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01874, "loss": 0.01874, "time": 0.48659} | |
| {"mode": "train", "epoch": 145, "iter": 400, "lr": 9e-05, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02542, "loss": 0.02542, "time": 0.4886} | |
| {"mode": "train", "epoch": 145, "iter": 500, "lr": 9e-05, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02048, "loss": 0.02048, "time": 0.27157} | |
| {"mode": "train", "epoch": 145, "iter": 600, "lr": 8e-05, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.018, "loss": 0.018, "time": 0.49863} | |
| {"mode": "train", "epoch": 145, "iter": 700, "lr": 8e-05, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02013, "loss": 0.02013, "time": 0.30719} | |
| {"mode": "train", "epoch": 145, "iter": 800, "lr": 8e-05, "memory": 4083, "data_time": 0.00032, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01892, "loss": 0.01892, "time": 0.48995} | |
| {"mode": "train", "epoch": 145, "iter": 900, "lr": 8e-05, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02263, "loss": 0.02263, "time": 0.48987} | |
| {"mode": "train", "epoch": 145, "iter": 1000, "lr": 7e-05, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01959, "loss": 0.01959, "time": 0.48854} | |
| {"mode": "train", "epoch": 145, "iter": 1100, "lr": 7e-05, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02058, "loss": 0.02058, "time": 0.49161} | |
| {"mode": "train", "epoch": 145, "iter": 1200, "lr": 7e-05, "memory": 4083, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02131, "loss": 0.02131, "time": 0.48866} | |
| {"mode": "val", "epoch": 145, "iter": 533, "lr": 7e-05, "top1_acc": 0.94167, "top5_acc": 0.99695, "mean_class_accuracy": 0.91926} | |
| {"mode": "train", "epoch": 146, "iter": 100, "lr": 7e-05, "memory": 4083, "data_time": 0.18819, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02004, "loss": 0.02004, "time": 0.78956} | |
| {"mode": "train", "epoch": 146, "iter": 200, "lr": 6e-05, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02055, "loss": 0.02055, "time": 0.4842} | |
| {"mode": "train", "epoch": 146, "iter": 300, "lr": 6e-05, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02124, "loss": 0.02124, "time": 0.48767} | |
| {"mode": "train", "epoch": 146, "iter": 400, "lr": 6e-05, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01964, "loss": 0.01964, "time": 0.48702} | |
| {"mode": "train", "epoch": 146, "iter": 500, "lr": 6e-05, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02323, "loss": 0.02323, "time": 0.27664} | |
| {"mode": "train", "epoch": 146, "iter": 600, "lr": 6e-05, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01945, "loss": 0.01945, "time": 0.50692} | |
| {"mode": "train", "epoch": 146, "iter": 700, "lr": 5e-05, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02047, "loss": 0.02047, "time": 0.30017} | |
| {"mode": "train", "epoch": 146, "iter": 800, "lr": 5e-05, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01899, "loss": 0.01899, "time": 0.49059} | |
| {"mode": "train", "epoch": 146, "iter": 900, "lr": 5e-05, "memory": 4083, "data_time": 0.00033, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01827, "loss": 0.01827, "time": 0.48991} | |
| {"mode": "train", "epoch": 146, "iter": 1000, "lr": 5e-05, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01992, "loss": 0.01992, "time": 0.48859} | |
| {"mode": "train", "epoch": 146, "iter": 1100, "lr": 5e-05, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02104, "loss": 0.02104, "time": 0.49198} | |
| {"mode": "train", "epoch": 146, "iter": 1200, "lr": 5e-05, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01949, "loss": 0.01949, "time": 0.48902} | |
| {"mode": "val", "epoch": 146, "iter": 533, "lr": 4e-05, "top1_acc": 0.94285, "top5_acc": 0.99707, "mean_class_accuracy": 0.92066} | |
| {"mode": "train", "epoch": 147, "iter": 100, "lr": 4e-05, "memory": 4083, "data_time": 0.18563, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01928, "loss": 0.01928, "time": 0.79943} | |
| {"mode": "train", "epoch": 147, "iter": 200, "lr": 4e-05, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01845, "loss": 0.01845, "time": 0.49021} | |
| {"mode": "train", "epoch": 147, "iter": 300, "lr": 4e-05, "memory": 4083, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0201, "loss": 0.0201, "time": 0.48672} | |
| {"mode": "train", "epoch": 147, "iter": 400, "lr": 4e-05, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02041, "loss": 0.02041, "time": 0.48792} | |
| {"mode": "train", "epoch": 147, "iter": 500, "lr": 4e-05, "memory": 4083, "data_time": 0.00048, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02166, "loss": 0.02166, "time": 0.28016} | |
| {"mode": "train", "epoch": 147, "iter": 600, "lr": 3e-05, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01918, "loss": 0.01918, "time": 0.50813} | |
| {"mode": "train", "epoch": 147, "iter": 700, "lr": 3e-05, "memory": 4083, "data_time": 0.00038, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02076, "loss": 0.02076, "time": 0.28313} | |
| {"mode": "train", "epoch": 147, "iter": 800, "lr": 3e-05, "memory": 4083, "data_time": 0.00034, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01871, "loss": 0.01871, "time": 0.48912} | |
| {"mode": "train", "epoch": 147, "iter": 900, "lr": 3e-05, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02237, "loss": 0.02237, "time": 0.49168} | |
| {"mode": "train", "epoch": 147, "iter": 1000, "lr": 3e-05, "memory": 4083, "data_time": 0.00054, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02499, "loss": 0.02499, "time": 0.48815} | |
| {"mode": "train", "epoch": 147, "iter": 1100, "lr": 3e-05, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01994, "loss": 0.01994, "time": 0.4869} | |
| {"mode": "train", "epoch": 147, "iter": 1200, "lr": 3e-05, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02184, "loss": 0.02184, "time": 0.49412} | |
| {"mode": "val", "epoch": 147, "iter": 533, "lr": 2e-05, "top1_acc": 0.94132, "top5_acc": 0.99671, "mean_class_accuracy": 0.92008} | |
| {"mode": "train", "epoch": 148, "iter": 100, "lr": 2e-05, "memory": 4083, "data_time": 0.18846, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02079, "loss": 0.02079, "time": 0.77757} | |
| {"mode": "train", "epoch": 148, "iter": 200, "lr": 2e-05, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02679, "loss": 0.02679, "time": 0.48742} | |
| {"mode": "train", "epoch": 148, "iter": 300, "lr": 2e-05, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01983, "loss": 0.01983, "time": 0.48752} | |
| {"mode": "train", "epoch": 148, "iter": 400, "lr": 2e-05, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02224, "loss": 0.02224, "time": 0.48876} | |
| {"mode": "train", "epoch": 148, "iter": 500, "lr": 2e-05, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02025, "loss": 0.02025, "time": 0.30419} | |
| {"mode": "train", "epoch": 148, "iter": 600, "lr": 2e-05, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0203, "loss": 0.0203, "time": 0.50607} | |
| {"mode": "train", "epoch": 148, "iter": 700, "lr": 2e-05, "memory": 4083, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01743, "loss": 0.01743, "time": 0.27904} | |
| {"mode": "train", "epoch": 148, "iter": 800, "lr": 2e-05, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01912, "loss": 0.01912, "time": 0.48983} | |
| {"mode": "train", "epoch": 148, "iter": 900, "lr": 1e-05, "memory": 4083, "data_time": 0.00041, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01867, "loss": 0.01867, "time": 0.486} | |
| {"mode": "train", "epoch": 148, "iter": 1000, "lr": 1e-05, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.01886, "loss": 0.01886, "time": 0.48645} | |
| {"mode": "train", "epoch": 148, "iter": 1100, "lr": 1e-05, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02086, "loss": 0.02086, "time": 0.49008} | |
| {"mode": "train", "epoch": 148, "iter": 1200, "lr": 1e-05, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0198, "loss": 0.0198, "time": 0.49015} | |
| {"mode": "val", "epoch": 148, "iter": 533, "lr": 1e-05, "top1_acc": 0.94332, "top5_acc": 0.99671, "mean_class_accuracy": 0.9214} | |
| {"mode": "train", "epoch": 149, "iter": 100, "lr": 1e-05, "memory": 4083, "data_time": 0.18618, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.01954, "loss": 0.01954, "time": 0.8003} | |
| {"mode": "train", "epoch": 149, "iter": 200, "lr": 1e-05, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02084, "loss": 0.02084, "time": 0.48849} | |
| {"mode": "train", "epoch": 149, "iter": 300, "lr": 1e-05, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0198, "loss": 0.0198, "time": 0.48772} | |
| {"mode": "train", "epoch": 149, "iter": 400, "lr": 1e-05, "memory": 4083, "data_time": 0.00031, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01811, "loss": 0.01811, "time": 0.49077} | |
| {"mode": "train", "epoch": 149, "iter": 500, "lr": 1e-05, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01904, "loss": 0.01904, "time": 0.30026} | |
| {"mode": "train", "epoch": 149, "iter": 600, "lr": 1e-05, "memory": 4083, "data_time": 0.0005, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02237, "loss": 0.02237, "time": 0.50761} | |
| {"mode": "train", "epoch": 149, "iter": 700, "lr": 1e-05, "memory": 4083, "data_time": 0.00053, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0193, "loss": 0.0193, "time": 0.28423} | |
| {"mode": "train", "epoch": 149, "iter": 800, "lr": 1e-05, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01899, "loss": 0.01899, "time": 0.48731} | |
| {"mode": "train", "epoch": 149, "iter": 900, "lr": 0.0, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02155, "loss": 0.02155, "time": 0.48869} | |
| {"mode": "train", "epoch": 149, "iter": 1000, "lr": 0.0, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02117, "loss": 0.02117, "time": 0.48894} | |
| {"mode": "train", "epoch": 149, "iter": 1100, "lr": 0.0, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01894, "loss": 0.01894, "time": 0.49219} | |
| {"mode": "train", "epoch": 149, "iter": 1200, "lr": 0.0, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0217, "loss": 0.0217, "time": 0.49076} | |
| {"mode": "val", "epoch": 149, "iter": 533, "lr": 0.0, "top1_acc": 0.94214, "top5_acc": 0.9966, "mean_class_accuracy": 0.92123} | |
| {"mode": "train", "epoch": 150, "iter": 100, "lr": 0.0, "memory": 4083, "data_time": 0.17992, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02098, "loss": 0.02098, "time": 0.77985} | |
| {"mode": "train", "epoch": 150, "iter": 200, "lr": 0.0, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01756, "loss": 0.01756, "time": 0.49021} | |
| {"mode": "train", "epoch": 150, "iter": 300, "lr": 0.0, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01889, "loss": 0.01889, "time": 0.49211} | |
| {"mode": "train", "epoch": 150, "iter": 400, "lr": 0.0, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01789, "loss": 0.01789, "time": 0.49142} | |
| {"mode": "train", "epoch": 150, "iter": 500, "lr": 0.0, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02456, "loss": 0.02456, "time": 0.31086} | |
| {"mode": "train", "epoch": 150, "iter": 600, "lr": 0.0, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0201, "loss": 0.0201, "time": 0.50598} | |
| {"mode": "train", "epoch": 150, "iter": 700, "lr": 0.0, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01931, "loss": 0.01931, "time": 0.25918} | |
| {"mode": "train", "epoch": 150, "iter": 800, "lr": 0.0, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01913, "loss": 0.01913, "time": 0.49021} | |
| {"mode": "train", "epoch": 150, "iter": 900, "lr": 0.0, "memory": 4083, "data_time": 0.00046, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01952, "loss": 0.01952, "time": 0.49133} | |
| {"mode": "train", "epoch": 150, "iter": 1000, "lr": 0.0, "memory": 4083, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01821, "loss": 0.01821, "time": 0.48866} | |
| {"mode": "train", "epoch": 150, "iter": 1100, "lr": 0.0, "memory": 4083, "data_time": 0.0005, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01878, "loss": 0.01878, "time": 0.48836} | |
| {"mode": "train", "epoch": 150, "iter": 1200, "lr": 0.0, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02095, "loss": 0.02095, "time": 0.49135} | |
| {"mode": "val", "epoch": 150, "iter": 533, "lr": 0.0, "top1_acc": 0.94308, "top5_acc": 0.99648, "mean_class_accuracy": 0.92119} | |