{"mode": "train", "epoch": 1, "iter": 50, "lr": 0.0, "memory": 23723, "data_time": 0.80553, "loss_rpn_cls": 0.6797, "loss_rpn_bbox": 0.08367, "loss_cls": 4.11349, "acc": 23.823, "loss_bbox": 0.01157, "loss_mask": 1.06496, "loss": 5.95338, "time": 1.52101} {"mode": "train", "epoch": 1, "iter": 100, "lr": 0.0, "memory": 23723, "data_time": 0.01604, "loss_rpn_cls": 0.60559, "loss_rpn_bbox": 0.09343, "loss_cls": 0.77744, "acc": 97.04834, "loss_bbox": 0.03574, "loss_mask": 0.83736, "loss": 2.34956, "time": 0.67123} {"mode": "train", "epoch": 1, "iter": 150, "lr": 0.0, "memory": 23723, "data_time": 0.01626, "loss_rpn_cls": 0.41622, "loss_rpn_bbox": 0.08089, "loss_cls": 0.4866, "acc": 95.93823, "loss_bbox": 0.12954, "loss_mask": 0.74603, "loss": 1.85928, "time": 0.67088} {"mode": "train", "epoch": 1, "iter": 200, "lr": 0.0, "memory": 23723, "data_time": 0.01638, "loss_rpn_cls": 0.33852, "loss_rpn_bbox": 0.08069, "loss_cls": 0.42023, "acc": 95.42065, "loss_bbox": 0.15185, "loss_mask": 0.71023, "loss": 1.70152, "time": 0.69566} {"mode": "train", "epoch": 1, "iter": 250, "lr": 0.0, "memory": 23723, "data_time": 0.01351, "loss_rpn_cls": 0.30599, "loss_rpn_bbox": 0.08362, "loss_cls": 0.39109, "acc": 94.9231, "loss_bbox": 0.17506, "loss_mask": 0.69533, "loss": 1.65109, "time": 0.66257} {"mode": "train", "epoch": 1, "iter": 300, "lr": 0.0, "memory": 23723, "data_time": 0.01942, "loss_rpn_cls": 0.27294, "loss_rpn_bbox": 0.07996, "loss_cls": 0.38643, "acc": 94.74463, "loss_bbox": 0.18195, "loss_mask": 0.68489, "loss": 1.60617, "time": 0.668} {"mode": "train", "epoch": 1, "iter": 350, "lr": 0.0, "memory": 23723, "data_time": 0.01586, "loss_rpn_cls": 0.24026, "loss_rpn_bbox": 0.08345, "loss_cls": 0.39049, "acc": 94.43784, "loss_bbox": 0.19416, "loss_mask": 0.67373, "loss": 1.58209, "time": 0.66514} {"mode": "train", "epoch": 1, "iter": 400, "lr": 0.0, "memory": 23723, "data_time": 0.0166, "loss_rpn_cls": 0.21703, "loss_rpn_bbox": 0.08681, "loss_cls": 0.42368, "acc": 93.88782, "loss_bbox": 0.21578, "loss_mask": 0.66155, "loss": 1.60485, "time": 0.67767} {"mode": "train", "epoch": 1, "iter": 450, "lr": 0.0, "memory": 23723, "data_time": 0.01459, "loss_rpn_cls": 0.20353, "loss_rpn_bbox": 0.07972, "loss_cls": 0.42518, "acc": 93.6731, "loss_bbox": 0.22618, "loss_mask": 0.64688, "loss": 1.58149, "time": 0.6757} {"mode": "train", "epoch": 1, "iter": 500, "lr": 0.0, "memory": 23723, "data_time": 0.01728, "loss_rpn_cls": 0.18234, "loss_rpn_bbox": 0.07875, "loss_cls": 0.42384, "acc": 93.4428, "loss_bbox": 0.23238, "loss_mask": 0.6304, "loss": 1.5477, "time": 0.66904} {"mode": "train", "epoch": 1, "iter": 550, "lr": 0.0, "memory": 23723, "data_time": 0.01575, "loss_rpn_cls": 0.15549, "loss_rpn_bbox": 0.07594, "loss_cls": 0.42452, "acc": 93.34097, "loss_bbox": 0.23793, "loss_mask": 0.61293, "loss": 1.50681, "time": 0.65636} {"mode": "train", "epoch": 1, "iter": 600, "lr": 0.0, "memory": 23723, "data_time": 0.01672, "loss_rpn_cls": 0.15203, "loss_rpn_bbox": 0.07409, "loss_cls": 0.43189, "acc": 93.04748, "loss_bbox": 0.24719, "loss_mask": 0.58624, "loss": 1.49144, "time": 0.66723} {"mode": "train", "epoch": 1, "iter": 650, "lr": 0.0, "memory": 23723, "data_time": 0.01889, "loss_rpn_cls": 0.14854, "loss_rpn_bbox": 0.07467, "loss_cls": 0.41087, "acc": 93.2933, "loss_bbox": 0.23326, "loss_mask": 0.57053, "loss": 1.43788, "time": 0.66203} {"mode": "train", "epoch": 1, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.0153, "loss_rpn_cls": 0.13597, "loss_rpn_bbox": 0.0721, "loss_cls": 0.43453, "acc": 92.65036, "loss_bbox": 0.25976, "loss_mask": 0.55647, "loss": 1.45884, "time": 0.6726} {"mode": "train", "epoch": 1, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.01626, "loss_rpn_cls": 0.13369, "loss_rpn_bbox": 0.07381, "loss_cls": 0.42697, "acc": 92.67438, "loss_bbox": 0.25734, "loss_mask": 0.54545, "loss": 1.43726, "time": 0.65883} {"mode": "train", "epoch": 1, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.01698, "loss_rpn_cls": 0.12772, "loss_rpn_bbox": 0.07312, "loss_cls": 0.41782, "acc": 92.35536, "loss_bbox": 0.26408, "loss_mask": 0.53215, "loss": 1.41488, "time": 0.66642} {"mode": "train", "epoch": 1, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.01625, "loss_rpn_cls": 0.12652, "loss_rpn_bbox": 0.07283, "loss_cls": 0.44535, "acc": 91.87448, "loss_bbox": 0.28314, "loss_mask": 0.51836, "loss": 1.4462, "time": 0.67836} {"mode": "train", "epoch": 1, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.01662, "loss_rpn_cls": 0.11506, "loss_rpn_bbox": 0.07138, "loss_cls": 0.41877, "acc": 91.94714, "loss_bbox": 0.27773, "loss_mask": 0.50912, "loss": 1.39206, "time": 0.66936} {"mode": "train", "epoch": 1, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.01703, "loss_rpn_cls": 0.1186, "loss_rpn_bbox": 0.07417, "loss_cls": 0.42196, "acc": 91.80039, "loss_bbox": 0.28561, "loss_mask": 0.50743, "loss": 1.40777, "time": 0.65743} {"mode": "train", "epoch": 1, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.0178, "loss_rpn_cls": 0.11533, "loss_rpn_bbox": 0.06941, "loss_cls": 0.40936, "acc": 92.05524, "loss_bbox": 0.27547, "loss_mask": 0.48916, "loss": 1.35873, "time": 0.68709} {"mode": "train", "epoch": 1, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01507, "loss_rpn_cls": 0.10574, "loss_rpn_bbox": 0.0676, "loss_cls": 0.39315, "acc": 92.12382, "loss_bbox": 0.27064, "loss_mask": 0.47703, "loss": 1.31417, "time": 0.67252} {"mode": "train", "epoch": 1, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.01537, "loss_rpn_cls": 0.10163, "loss_rpn_bbox": 0.06279, "loss_cls": 0.39711, "acc": 91.99039, "loss_bbox": 0.27606, "loss_mask": 0.47883, "loss": 1.31642, "time": 0.67762} {"mode": "train", "epoch": 1, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.01825, "loss_rpn_cls": 0.10801, "loss_rpn_bbox": 0.06821, "loss_cls": 0.41656, "acc": 91.54239, "loss_bbox": 0.29041, "loss_mask": 0.47107, "loss": 1.35426, "time": 0.67288} {"mode": "train", "epoch": 1, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.01938, "loss_rpn_cls": 0.10877, "loss_rpn_bbox": 0.07003, "loss_cls": 0.42021, "acc": 91.2806, "loss_bbox": 0.29675, "loss_mask": 0.45961, "loss": 1.35536, "time": 0.673} {"mode": "train", "epoch": 1, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.01349, "loss_rpn_cls": 0.10414, "loss_rpn_bbox": 0.06693, "loss_cls": 0.40366, "acc": 91.35994, "loss_bbox": 0.29732, "loss_mask": 0.44497, "loss": 1.31702, "time": 0.67359} {"mode": "train", "epoch": 1, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.01751, "loss_rpn_cls": 0.09877, "loss_rpn_bbox": 0.06472, "loss_cls": 0.40886, "acc": 91.41765, "loss_bbox": 0.29406, "loss_mask": 0.448, "loss": 1.31441, "time": 0.65207} {"mode": "train", "epoch": 1, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01471, "loss_rpn_cls": 0.10683, "loss_rpn_bbox": 0.07129, "loss_cls": 0.4076, "acc": 91.20726, "loss_bbox": 0.29513, "loss_mask": 0.4439, "loss": 1.32475, "time": 0.6603} {"mode": "train", "epoch": 1, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01575, "loss_rpn_cls": 0.10482, "loss_rpn_bbox": 0.07066, "loss_cls": 0.41979, "acc": 90.79587, "loss_bbox": 0.31117, "loss_mask": 0.44354, "loss": 1.34998, "time": 0.67105} {"mode": "train", "epoch": 1, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.01723, "loss_rpn_cls": 0.10164, "loss_rpn_bbox": 0.06852, "loss_cls": 0.40326, "acc": 91.04096, "loss_bbox": 0.301, "loss_mask": 0.43856, "loss": 1.31298, "time": 0.6612} {"mode": "train", "epoch": 1, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.01479, "loss_rpn_cls": 0.08687, "loss_rpn_bbox": 0.06099, "loss_cls": 0.38204, "acc": 91.39692, "loss_bbox": 0.29212, "loss_mask": 0.42129, "loss": 1.24331, "time": 0.67032} {"mode": "train", "epoch": 1, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.01534, "loss_rpn_cls": 0.09901, "loss_rpn_bbox": 0.06561, "loss_cls": 0.39261, "acc": 91.03662, "loss_bbox": 0.30375, "loss_mask": 0.42416, "loss": 1.28514, "time": 0.6715} {"mode": "train", "epoch": 1, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.01635, "loss_rpn_cls": 0.09496, "loss_rpn_bbox": 0.06593, "loss_cls": 0.39353, "acc": 91.05866, "loss_bbox": 0.30193, "loss_mask": 0.43164, "loss": 1.28799, "time": 0.65534} {"mode": "train", "epoch": 1, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.01582, "loss_rpn_cls": 0.08662, "loss_rpn_bbox": 0.06118, "loss_cls": 0.38669, "acc": 91.23438, "loss_bbox": 0.29643, "loss_mask": 0.41567, "loss": 1.24659, "time": 0.66946} {"mode": "train", "epoch": 1, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.0175, "loss_rpn_cls": 0.09137, "loss_rpn_bbox": 0.06503, "loss_cls": 0.40112, "acc": 90.582, "loss_bbox": 0.31502, "loss_mask": 0.4208, "loss": 1.29334, "time": 0.66203} {"mode": "train", "epoch": 1, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.01832, "loss_rpn_cls": 0.08818, "loss_rpn_bbox": 0.06489, "loss_cls": 0.39039, "acc": 90.81189, "loss_bbox": 0.3085, "loss_mask": 0.422, "loss": 1.27396, "time": 0.66945} {"mode": "train", "epoch": 1, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.01927, "loss_rpn_cls": 0.08962, "loss_rpn_bbox": 0.06351, "loss_cls": 0.38206, "acc": 91.1822, "loss_bbox": 0.29011, "loss_mask": 0.40137, "loss": 1.22667, "time": 0.66048} {"mode": "train", "epoch": 1, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.01727, "loss_rpn_cls": 0.08791, "loss_rpn_bbox": 0.06752, "loss_cls": 0.3946, "acc": 90.43164, "loss_bbox": 0.31628, "loss_mask": 0.41497, "loss": 1.28129, "time": 0.67003} {"mode": "train", "epoch": 1, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.01585, "loss_rpn_cls": 0.08319, "loss_rpn_bbox": 0.05714, "loss_cls": 0.35707, "acc": 91.5814, "loss_bbox": 0.27808, "loss_mask": 0.4032, "loss": 1.17868, "time": 0.66292} {"mode": "train", "epoch": 1, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.0172, "loss_rpn_cls": 0.08541, "loss_rpn_bbox": 0.06231, "loss_cls": 0.37181, "acc": 90.76955, "loss_bbox": 0.30439, "loss_mask": 0.39332, "loss": 1.21725, "time": 0.66937} {"mode": "train", "epoch": 1, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.01937, "loss_rpn_cls": 0.08853, "loss_rpn_bbox": 0.06347, "loss_cls": 0.38624, "acc": 90.60547, "loss_bbox": 0.3144, "loss_mask": 0.40131, "loss": 1.25396, "time": 0.67475} {"mode": "train", "epoch": 1, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.01526, "loss_rpn_cls": 0.08521, "loss_rpn_bbox": 0.06055, "loss_cls": 0.37372, "acc": 91.00706, "loss_bbox": 0.30492, "loss_mask": 0.39513, "loss": 1.21953, "time": 0.65947} {"mode": "train", "epoch": 1, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.01658, "loss_rpn_cls": 0.08502, "loss_rpn_bbox": 0.05815, "loss_cls": 0.35965, "acc": 91.12793, "loss_bbox": 0.29556, "loss_mask": 0.39059, "loss": 1.18897, "time": 0.66154} {"mode": "train", "epoch": 1, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.01682, "loss_rpn_cls": 0.08164, "loss_rpn_bbox": 0.0638, "loss_cls": 0.3721, "acc": 90.7395, "loss_bbox": 0.30684, "loss_mask": 0.39454, "loss": 1.21892, "time": 0.67012} {"mode": "train", "epoch": 1, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.01511, "loss_rpn_cls": 0.07411, "loss_rpn_bbox": 0.05552, "loss_cls": 0.36578, "acc": 91.15063, "loss_bbox": 0.28956, "loss_mask": 0.38253, "loss": 1.1675, "time": 0.68026} {"mode": "train", "epoch": 1, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.01705, "loss_rpn_cls": 0.08324, "loss_rpn_bbox": 0.06162, "loss_cls": 0.36841, "acc": 90.83884, "loss_bbox": 0.30382, "loss_mask": 0.39222, "loss": 1.20931, "time": 0.67058} {"mode": "train", "epoch": 1, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.01547, "loss_rpn_cls": 0.0743, "loss_rpn_bbox": 0.0597, "loss_cls": 0.36161, "acc": 90.8667, "loss_bbox": 0.30461, "loss_mask": 0.37518, "loss": 1.17539, "time": 0.66168} {"mode": "train", "epoch": 1, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.01582, "loss_rpn_cls": 0.08107, "loss_rpn_bbox": 0.06014, "loss_cls": 0.34804, "acc": 91.19764, "loss_bbox": 0.29425, "loss_mask": 0.38253, "loss": 1.16603, "time": 0.65804} {"mode": "train", "epoch": 1, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.01502, "loss_rpn_cls": 0.07672, "loss_rpn_bbox": 0.05773, "loss_cls": 0.35419, "acc": 91.04504, "loss_bbox": 0.29679, "loss_mask": 0.38004, "loss": 1.16547, "time": 0.67519} {"mode": "train", "epoch": 1, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.02056, "loss_rpn_cls": 0.0777, "loss_rpn_bbox": 0.05817, "loss_cls": 0.3448, "acc": 91.05349, "loss_bbox": 0.2958, "loss_mask": 0.36984, "loss": 1.14631, "time": 0.68232} {"mode": "train", "epoch": 1, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.01615, "loss_rpn_cls": 0.07551, "loss_rpn_bbox": 0.05772, "loss_cls": 0.34271, "acc": 91.03513, "loss_bbox": 0.2963, "loss_mask": 0.36149, "loss": 1.13374, "time": 0.65932} {"mode": "train", "epoch": 1, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.01592, "loss_rpn_cls": 0.0759, "loss_rpn_bbox": 0.05824, "loss_cls": 0.33952, "acc": 91.13126, "loss_bbox": 0.29099, "loss_mask": 0.36738, "loss": 1.13204, "time": 0.66002} {"mode": "train", "epoch": 1, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.01623, "loss_rpn_cls": 0.07544, "loss_rpn_bbox": 0.05736, "loss_cls": 0.32494, "acc": 91.61863, "loss_bbox": 0.27965, "loss_mask": 0.37622, "loss": 1.11361, "time": 0.66987} {"mode": "train", "epoch": 1, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.01633, "loss_rpn_cls": 0.07803, "loss_rpn_bbox": 0.06023, "loss_cls": 0.3494, "acc": 91.08716, "loss_bbox": 0.28946, "loss_mask": 0.37161, "loss": 1.14873, "time": 0.67804} {"mode": "train", "epoch": 1, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.01722, "loss_rpn_cls": 0.08413, "loss_rpn_bbox": 0.06116, "loss_cls": 0.37688, "acc": 90.57739, "loss_bbox": 0.30612, "loss_mask": 0.38747, "loss": 1.21576, "time": 0.66569} {"mode": "train", "epoch": 1, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.01808, "loss_rpn_cls": 0.07778, "loss_rpn_bbox": 0.06286, "loss_cls": 0.35527, "acc": 90.92035, "loss_bbox": 0.30155, "loss_mask": 0.36851, "loss": 1.16597, "time": 0.67995} {"mode": "train", "epoch": 1, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.01654, "loss_rpn_cls": 0.0733, "loss_rpn_bbox": 0.05527, "loss_cls": 0.36456, "acc": 90.58116, "loss_bbox": 0.30854, "loss_mask": 0.36781, "loss": 1.16949, "time": 0.66568} {"mode": "train", "epoch": 1, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.0159, "loss_rpn_cls": 0.07916, "loss_rpn_bbox": 0.05885, "loss_cls": 0.3538, "acc": 90.97827, "loss_bbox": 0.29345, "loss_mask": 0.36599, "loss": 1.15124, "time": 0.68471} {"mode": "train", "epoch": 1, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.01813, "loss_rpn_cls": 0.07904, "loss_rpn_bbox": 0.06178, "loss_cls": 0.33812, "acc": 90.96842, "loss_bbox": 0.29435, "loss_mask": 0.35944, "loss": 1.13273, "time": 0.6684} {"mode": "train", "epoch": 1, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.0157, "loss_rpn_cls": 0.06928, "loss_rpn_bbox": 0.05652, "loss_cls": 0.34342, "acc": 90.89111, "loss_bbox": 0.2969, "loss_mask": 0.3614, "loss": 1.12751, "time": 0.66989} {"mode": "train", "epoch": 1, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.01712, "loss_rpn_cls": 0.07383, "loss_rpn_bbox": 0.05998, "loss_cls": 0.36051, "acc": 90.71196, "loss_bbox": 0.30654, "loss_mask": 0.36094, "loss": 1.16181, "time": 0.68209} {"mode": "train", "epoch": 1, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.01872, "loss_rpn_cls": 0.06809, "loss_rpn_bbox": 0.05678, "loss_cls": 0.33603, "acc": 91.04512, "loss_bbox": 0.29355, "loss_mask": 0.34711, "loss": 1.10155, "time": 0.66574} {"mode": "train", "epoch": 1, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.0157, "loss_rpn_cls": 0.07019, "loss_rpn_bbox": 0.05693, "loss_cls": 0.33314, "acc": 91.17972, "loss_bbox": 0.28975, "loss_mask": 0.34959, "loss": 1.0996, "time": 0.66628} {"mode": "train", "epoch": 1, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.01538, "loss_rpn_cls": 0.06665, "loss_rpn_bbox": 0.05417, "loss_cls": 0.32887, "acc": 91.29122, "loss_bbox": 0.28604, "loss_mask": 0.35917, "loss": 1.09489, "time": 0.65329} {"mode": "train", "epoch": 1, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01829, "loss_rpn_cls": 0.07873, "loss_rpn_bbox": 0.05812, "loss_cls": 0.34762, "acc": 90.53589, "loss_bbox": 0.30974, "loss_mask": 0.3593, "loss": 1.15351, "time": 0.6675} {"mode": "train", "epoch": 1, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.01621, "loss_rpn_cls": 0.06383, "loss_rpn_bbox": 0.05187, "loss_cls": 0.31883, "acc": 91.41734, "loss_bbox": 0.28105, "loss_mask": 0.35675, "loss": 1.07234, "time": 0.66347} {"mode": "train", "epoch": 1, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01482, "loss_rpn_cls": 0.07379, "loss_rpn_bbox": 0.05552, "loss_cls": 0.32484, "acc": 91.51246, "loss_bbox": 0.27909, "loss_mask": 0.34282, "loss": 1.07607, "time": 0.66199} {"mode": "train", "epoch": 1, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.0202, "loss_rpn_cls": 0.06938, "loss_rpn_bbox": 0.05695, "loss_cls": 0.32221, "acc": 91.28101, "loss_bbox": 0.28108, "loss_mask": 0.34657, "loss": 1.0762, "time": 0.66776} {"mode": "train", "epoch": 1, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.01614, "loss_rpn_cls": 0.06985, "loss_rpn_bbox": 0.0587, "loss_cls": 0.33961, "acc": 90.98131, "loss_bbox": 0.29118, "loss_mask": 0.35627, "loss": 1.1156, "time": 0.66972} {"mode": "train", "epoch": 1, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.01809, "loss_rpn_cls": 0.07491, "loss_rpn_bbox": 0.05825, "loss_cls": 0.32391, "acc": 91.25666, "loss_bbox": 0.2881, "loss_mask": 0.34795, "loss": 1.09312, "time": 0.67284} {"mode": "train", "epoch": 1, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.01572, "loss_rpn_cls": 0.06768, "loss_rpn_bbox": 0.05503, "loss_cls": 0.32404, "acc": 91.04458, "loss_bbox": 0.29957, "loss_mask": 0.34026, "loss": 1.08658, "time": 0.66842} {"mode": "train", "epoch": 1, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.01526, "loss_rpn_cls": 0.06671, "loss_rpn_bbox": 0.05709, "loss_cls": 0.33628, "acc": 90.78378, "loss_bbox": 0.29868, "loss_mask": 0.33862, "loss": 1.09738, "time": 0.67071} {"mode": "train", "epoch": 1, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.01754, "loss_rpn_cls": 0.0686, "loss_rpn_bbox": 0.05379, "loss_cls": 0.34566, "acc": 91.05184, "loss_bbox": 0.29466, "loss_mask": 0.35256, "loss": 1.11527, "time": 0.66807} {"mode": "train", "epoch": 1, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.01657, "loss_rpn_cls": 0.06927, "loss_rpn_bbox": 0.05482, "loss_cls": 0.33254, "acc": 91.08536, "loss_bbox": 0.29667, "loss_mask": 0.34805, "loss": 1.10135, "time": 0.67295} {"mode": "train", "epoch": 1, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.01676, "loss_rpn_cls": 0.07509, "loss_rpn_bbox": 0.06037, "loss_cls": 0.34113, "acc": 90.54834, "loss_bbox": 0.3067, "loss_mask": 0.36014, "loss": 1.14343, "time": 0.68219} {"mode": "train", "epoch": 1, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01501, "loss_rpn_cls": 0.06857, "loss_rpn_bbox": 0.05329, "loss_cls": 0.33442, "acc": 91.00628, "loss_bbox": 0.28979, "loss_mask": 0.34635, "loss": 1.09242, "time": 0.67242} {"mode": "train", "epoch": 1, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01577, "loss_rpn_cls": 0.06782, "loss_rpn_bbox": 0.05295, "loss_cls": 0.30814, "acc": 91.59733, "loss_bbox": 0.27879, "loss_mask": 0.33229, "loss": 1.04, "time": 0.66652} {"mode": "train", "epoch": 1, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01655, "loss_rpn_cls": 0.07181, "loss_rpn_bbox": 0.0568, "loss_cls": 0.31388, "acc": 91.36896, "loss_bbox": 0.28411, "loss_mask": 0.33404, "loss": 1.06063, "time": 0.66559} {"mode": "train", "epoch": 1, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01438, "loss_rpn_cls": 0.06675, "loss_rpn_bbox": 0.05519, "loss_cls": 0.32071, "acc": 91.11785, "loss_bbox": 0.28916, "loss_mask": 0.34784, "loss": 1.07966, "time": 0.67216} {"mode": "train", "epoch": 1, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.01558, "loss_rpn_cls": 0.06667, "loss_rpn_bbox": 0.05372, "loss_cls": 0.32051, "acc": 91.20586, "loss_bbox": 0.28625, "loss_mask": 0.34279, "loss": 1.06994, "time": 0.67448} {"mode": "train", "epoch": 1, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.01566, "loss_rpn_cls": 0.06628, "loss_rpn_bbox": 0.05415, "loss_cls": 0.32538, "acc": 90.81469, "loss_bbox": 0.30113, "loss_mask": 0.34303, "loss": 1.08996, "time": 0.6604} {"mode": "train", "epoch": 1, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01509, "loss_rpn_cls": 0.05907, "loss_rpn_bbox": 0.05047, "loss_cls": 0.32167, "acc": 91.00733, "loss_bbox": 0.29411, "loss_mask": 0.33003, "loss": 1.05534, "time": 0.67012} {"mode": "train", "epoch": 1, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.01494, "loss_rpn_cls": 0.06902, "loss_rpn_bbox": 0.05485, "loss_cls": 0.32377, "acc": 91.07931, "loss_bbox": 0.29666, "loss_mask": 0.33374, "loss": 1.07804, "time": 0.6589} {"mode": "train", "epoch": 1, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.01723, "loss_rpn_cls": 0.06584, "loss_rpn_bbox": 0.05478, "loss_cls": 0.32061, "acc": 91.1687, "loss_bbox": 0.29391, "loss_mask": 0.33148, "loss": 1.06662, "time": 0.66632} {"mode": "train", "epoch": 1, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.01721, "loss_rpn_cls": 0.06389, "loss_rpn_bbox": 0.05415, "loss_cls": 0.32767, "acc": 90.86078, "loss_bbox": 0.30324, "loss_mask": 0.33571, "loss": 1.08465, "time": 0.6664} {"mode": "train", "epoch": 1, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.015, "loss_rpn_cls": 0.06824, "loss_rpn_bbox": 0.057, "loss_cls": 0.3322, "acc": 90.74852, "loss_bbox": 0.30152, "loss_mask": 0.33493, "loss": 1.09389, "time": 0.67182} {"mode": "train", "epoch": 1, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01541, "loss_rpn_cls": 0.06004, "loss_rpn_bbox": 0.05143, "loss_cls": 0.3007, "acc": 91.61688, "loss_bbox": 0.27261, "loss_mask": 0.31943, "loss": 1.00421, "time": 0.66122} {"mode": "train", "epoch": 1, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.01656, "loss_rpn_cls": 0.06481, "loss_rpn_bbox": 0.05243, "loss_cls": 0.31765, "acc": 91.19382, "loss_bbox": 0.28652, "loss_mask": 0.33189, "loss": 1.05331, "time": 0.66521} {"mode": "train", "epoch": 1, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.01674, "loss_rpn_cls": 0.06169, "loss_rpn_bbox": 0.05321, "loss_cls": 0.31367, "acc": 91.07848, "loss_bbox": 0.29405, "loss_mask": 0.32883, "loss": 1.05145, "time": 0.67026} {"mode": "train", "epoch": 1, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.01526, "loss_rpn_cls": 0.06501, "loss_rpn_bbox": 0.05255, "loss_cls": 0.31497, "acc": 91.21646, "loss_bbox": 0.29115, "loss_mask": 0.32669, "loss": 1.05038, "time": 0.66816} {"mode": "train", "epoch": 1, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01562, "loss_rpn_cls": 0.0678, "loss_rpn_bbox": 0.05625, "loss_cls": 0.33364, "acc": 90.66575, "loss_bbox": 0.30384, "loss_mask": 0.3307, "loss": 1.09223, "time": 0.67362} {"mode": "train", "epoch": 1, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01744, "loss_rpn_cls": 0.06295, "loss_rpn_bbox": 0.05372, "loss_cls": 0.32626, "acc": 90.79907, "loss_bbox": 0.30288, "loss_mask": 0.32618, "loss": 1.07199, "time": 0.67149} {"mode": "train", "epoch": 1, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.01724, "loss_rpn_cls": 0.06365, "loss_rpn_bbox": 0.05132, "loss_cls": 0.32185, "acc": 90.93725, "loss_bbox": 0.29441, "loss_mask": 0.3285, "loss": 1.05972, "time": 0.66421} {"mode": "train", "epoch": 1, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.01869, "loss_rpn_cls": 0.06107, "loss_rpn_bbox": 0.05089, "loss_cls": 0.29811, "acc": 91.503, "loss_bbox": 0.27463, "loss_mask": 0.32558, "loss": 1.01028, "time": 0.67532} {"mode": "train", "epoch": 1, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.01802, "loss_rpn_cls": 0.06692, "loss_rpn_bbox": 0.05644, "loss_cls": 0.30682, "acc": 91.09049, "loss_bbox": 0.29447, "loss_mask": 0.32957, "loss": 1.05421, "time": 0.67266} {"mode": "train", "epoch": 1, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01647, "loss_rpn_cls": 0.06089, "loss_rpn_bbox": 0.04881, "loss_cls": 0.30583, "acc": 91.3519, "loss_bbox": 0.28517, "loss_mask": 0.33031, "loss": 1.03102, "time": 0.66848} {"mode": "train", "epoch": 1, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.01592, "loss_rpn_cls": 0.0646, "loss_rpn_bbox": 0.05201, "loss_cls": 0.31086, "acc": 91.09605, "loss_bbox": 0.29331, "loss_mask": 0.33239, "loss": 1.05317, "time": 0.66625} {"mode": "train", "epoch": 1, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01484, "loss_rpn_cls": 0.06242, "loss_rpn_bbox": 0.05303, "loss_cls": 0.31072, "acc": 91.1631, "loss_bbox": 0.29038, "loss_mask": 0.32167, "loss": 1.03822, "time": 0.65589} {"mode": "train", "epoch": 1, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.01734, "loss_rpn_cls": 0.0694, "loss_rpn_bbox": 0.05669, "loss_cls": 0.31785, "acc": 90.80698, "loss_bbox": 0.30441, "loss_mask": 0.3256, "loss": 1.07396, "time": 0.67403} {"mode": "train", "epoch": 1, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.01841, "loss_rpn_cls": 0.06283, "loss_rpn_bbox": 0.05241, "loss_cls": 0.32272, "acc": 91.05273, "loss_bbox": 0.28914, "loss_mask": 0.32446, "loss": 1.05156, "time": 0.67814} {"mode": "train", "epoch": 1, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.01702, "loss_rpn_cls": 0.05948, "loss_rpn_bbox": 0.05164, "loss_cls": 0.3106, "acc": 91.1364, "loss_bbox": 0.28579, "loss_mask": 0.31738, "loss": 1.02489, "time": 0.65398} {"mode": "train", "epoch": 1, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.01477, "loss_rpn_cls": 0.06386, "loss_rpn_bbox": 0.05202, "loss_cls": 0.30296, "acc": 91.25746, "loss_bbox": 0.28703, "loss_mask": 0.32085, "loss": 1.02672, "time": 0.66466} {"mode": "train", "epoch": 1, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.01668, "loss_rpn_cls": 0.06597, "loss_rpn_bbox": 0.05427, "loss_cls": 0.30928, "acc": 91.25939, "loss_bbox": 0.29277, "loss_mask": 0.32878, "loss": 1.05106, "time": 0.66685} {"mode": "train", "epoch": 1, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.01783, "loss_rpn_cls": 0.06369, "loss_rpn_bbox": 0.05271, "loss_cls": 0.30168, "acc": 91.33716, "loss_bbox": 0.2857, "loss_mask": 0.31887, "loss": 1.02265, "time": 0.66617} {"mode": "train", "epoch": 1, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.01612, "loss_rpn_cls": 0.06843, "loss_rpn_bbox": 0.05694, "loss_cls": 0.31874, "acc": 90.92893, "loss_bbox": 0.29721, "loss_mask": 0.32984, "loss": 1.07116, "time": 0.67038} {"mode": "train", "epoch": 1, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.01579, "loss_rpn_cls": 0.06087, "loss_rpn_bbox": 0.04846, "loss_cls": 0.2973, "acc": 91.50195, "loss_bbox": 0.27719, "loss_mask": 0.31597, "loss": 0.99979, "time": 0.6612} {"mode": "train", "epoch": 1, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.0147, "loss_rpn_cls": 0.0602, "loss_rpn_bbox": 0.04989, "loss_cls": 0.29678, "acc": 91.38499, "loss_bbox": 0.28522, "loss_mask": 0.31707, "loss": 1.00917, "time": 0.66082} {"mode": "train", "epoch": 1, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.01663, "loss_rpn_cls": 0.06031, "loss_rpn_bbox": 0.05275, "loss_cls": 0.31208, "acc": 91.19154, "loss_bbox": 0.28917, "loss_mask": 0.32308, "loss": 1.0374, "time": 0.68051} {"mode": "train", "epoch": 1, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.01686, "loss_rpn_cls": 0.06313, "loss_rpn_bbox": 0.05041, "loss_cls": 0.33123, "acc": 90.7261, "loss_bbox": 0.30272, "loss_mask": 0.33117, "loss": 1.07866, "time": 0.66381} {"mode": "train", "epoch": 1, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.01607, "loss_rpn_cls": 0.0584, "loss_rpn_bbox": 0.05233, "loss_cls": 0.31778, "acc": 90.79288, "loss_bbox": 0.29876, "loss_mask": 0.32226, "loss": 1.04954, "time": 0.66871} {"mode": "train", "epoch": 1, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.01758, "loss_rpn_cls": 0.06088, "loss_rpn_bbox": 0.05152, "loss_cls": 0.31399, "acc": 90.98511, "loss_bbox": 0.29607, "loss_mask": 0.31654, "loss": 1.03899, "time": 0.66269} {"mode": "train", "epoch": 1, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.01396, "loss_rpn_cls": 0.06164, "loss_rpn_bbox": 0.05399, "loss_cls": 0.31091, "acc": 90.8855, "loss_bbox": 0.29942, "loss_mask": 0.3185, "loss": 1.04445, "time": 0.67123} {"mode": "train", "epoch": 1, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.01529, "loss_rpn_cls": 0.06328, "loss_rpn_bbox": 0.05188, "loss_cls": 0.30393, "acc": 90.9486, "loss_bbox": 0.29204, "loss_mask": 0.30759, "loss": 1.01873, "time": 0.67072} {"mode": "train", "epoch": 1, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.01593, "loss_rpn_cls": 0.06371, "loss_rpn_bbox": 0.05119, "loss_cls": 0.31664, "acc": 91.1355, "loss_bbox": 0.28486, "loss_mask": 0.32654, "loss": 1.04295, "time": 0.66632} {"mode": "train", "epoch": 1, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.01423, "loss_rpn_cls": 0.05732, "loss_rpn_bbox": 0.04857, "loss_cls": 0.31702, "acc": 90.96754, "loss_bbox": 0.29289, "loss_mask": 0.32604, "loss": 1.04184, "time": 0.66277} {"mode": "train", "epoch": 1, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.01621, "loss_rpn_cls": 0.06126, "loss_rpn_bbox": 0.05258, "loss_cls": 0.31271, "acc": 90.96096, "loss_bbox": 0.29651, "loss_mask": 0.31769, "loss": 1.04075, "time": 0.66788} {"mode": "train", "epoch": 1, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.01818, "loss_rpn_cls": 0.05632, "loss_rpn_bbox": 0.04818, "loss_cls": 0.30215, "acc": 91.31421, "loss_bbox": 0.28826, "loss_mask": 0.30945, "loss": 1.00436, "time": 0.6681} {"mode": "train", "epoch": 1, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.01646, "loss_rpn_cls": 0.06539, "loss_rpn_bbox": 0.05482, "loss_cls": 0.30868, "acc": 91.18996, "loss_bbox": 0.28719, "loss_mask": 0.32042, "loss": 1.0365, "time": 0.66706} {"mode": "train", "epoch": 1, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.01781, "loss_rpn_cls": 0.06046, "loss_rpn_bbox": 0.04936, "loss_cls": 0.30822, "acc": 91.18278, "loss_bbox": 0.29031, "loss_mask": 0.32907, "loss": 1.03742, "time": 0.67059} {"mode": "train", "epoch": 1, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.01526, "loss_rpn_cls": 0.057, "loss_rpn_bbox": 0.04999, "loss_cls": 0.29498, "acc": 91.33098, "loss_bbox": 0.287, "loss_mask": 0.31313, "loss": 1.0021, "time": 0.65812} {"mode": "train", "epoch": 1, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.01701, "loss_rpn_cls": 0.05532, "loss_rpn_bbox": 0.04874, "loss_cls": 0.30507, "acc": 91.06478, "loss_bbox": 0.29385, "loss_mask": 0.30913, "loss": 1.0121, "time": 0.67135} {"mode": "train", "epoch": 1, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.01577, "loss_rpn_cls": 0.06504, "loss_rpn_bbox": 0.05386, "loss_cls": 0.31319, "acc": 90.91187, "loss_bbox": 0.29862, "loss_mask": 0.32116, "loss": 1.05186, "time": 0.67619} {"mode": "train", "epoch": 1, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01615, "loss_rpn_cls": 0.06396, "loss_rpn_bbox": 0.05312, "loss_cls": 0.30836, "acc": 91.06226, "loss_bbox": 0.29094, "loss_mask": 0.31072, "loss": 1.0271, "time": 0.67077} {"mode": "train", "epoch": 1, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.01367, "loss_rpn_cls": 0.05732, "loss_rpn_bbox": 0.04943, "loss_cls": 0.28894, "acc": 91.72242, "loss_bbox": 0.2774, "loss_mask": 0.30895, "loss": 0.98205, "time": 0.667} {"mode": "train", "epoch": 1, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.01383, "loss_rpn_cls": 0.05528, "loss_rpn_bbox": 0.04988, "loss_cls": 0.2966, "acc": 91.38507, "loss_bbox": 0.28526, "loss_mask": 0.30463, "loss": 0.99164, "time": 0.67019} {"mode": "train", "epoch": 1, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.01797, "loss_rpn_cls": 0.0586, "loss_rpn_bbox": 0.0496, "loss_cls": 0.29054, "acc": 91.51685, "loss_bbox": 0.28394, "loss_mask": 0.31171, "loss": 0.99439, "time": 0.66544} {"mode": "train", "epoch": 1, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01683, "loss_rpn_cls": 0.06337, "loss_rpn_bbox": 0.05223, "loss_cls": 0.2997, "acc": 91.2617, "loss_bbox": 0.29124, "loss_mask": 0.31192, "loss": 1.01846, "time": 0.67282} {"mode": "train", "epoch": 1, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.01558, "loss_rpn_cls": 0.06349, "loss_rpn_bbox": 0.05356, "loss_cls": 0.32245, "acc": 90.63511, "loss_bbox": 0.30463, "loss_mask": 0.31685, "loss": 1.06099, "time": 0.67264} {"mode": "train", "epoch": 1, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.01577, "loss_rpn_cls": 0.05979, "loss_rpn_bbox": 0.05204, "loss_cls": 0.29625, "acc": 91.38048, "loss_bbox": 0.28441, "loss_mask": 0.30758, "loss": 1.00007, "time": 0.66585} {"mode": "train", "epoch": 1, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01678, "loss_rpn_cls": 0.05772, "loss_rpn_bbox": 0.04856, "loss_cls": 0.30167, "acc": 91.4575, "loss_bbox": 0.28633, "loss_mask": 0.30462, "loss": 0.99889, "time": 0.6653} {"mode": "train", "epoch": 1, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.01728, "loss_rpn_cls": 0.05655, "loss_rpn_bbox": 0.05311, "loss_cls": 0.29489, "acc": 91.1533, "loss_bbox": 0.28837, "loss_mask": 0.3133, "loss": 1.00622, "time": 0.67299} {"mode": "train", "epoch": 1, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.01474, "loss_rpn_cls": 0.0491, "loss_rpn_bbox": 0.04658, "loss_cls": 0.28207, "acc": 91.53176, "loss_bbox": 0.27577, "loss_mask": 0.30719, "loss": 0.9607, "time": 0.66688} {"mode": "train", "epoch": 1, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.0174, "loss_rpn_cls": 0.05848, "loss_rpn_bbox": 0.05103, "loss_cls": 0.30048, "acc": 91.12109, "loss_bbox": 0.29364, "loss_mask": 0.31802, "loss": 1.02166, "time": 0.66003} {"mode": "train", "epoch": 1, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.01461, "loss_rpn_cls": 0.06172, "loss_rpn_bbox": 0.05206, "loss_cls": 0.29723, "acc": 91.25635, "loss_bbox": 0.29056, "loss_mask": 0.31939, "loss": 1.02096, "time": 0.66579} {"mode": "train", "epoch": 1, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.0169, "loss_rpn_cls": 0.0594, "loss_rpn_bbox": 0.0519, "loss_cls": 0.30095, "acc": 91.20288, "loss_bbox": 0.29175, "loss_mask": 0.30826, "loss": 1.01226, "time": 0.66521} {"mode": "train", "epoch": 1, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.0202, "loss_rpn_cls": 0.06018, "loss_rpn_bbox": 0.05287, "loss_cls": 0.29872, "acc": 91.1391, "loss_bbox": 0.2919, "loss_mask": 0.30359, "loss": 1.00726, "time": 0.68243} {"mode": "train", "epoch": 1, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01595, "loss_rpn_cls": 0.0627, "loss_rpn_bbox": 0.05358, "loss_cls": 0.30484, "acc": 91.06743, "loss_bbox": 0.28968, "loss_mask": 0.315, "loss": 1.0258, "time": 0.65888} {"mode": "train", "epoch": 1, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01617, "loss_rpn_cls": 0.05365, "loss_rpn_bbox": 0.04649, "loss_cls": 0.28414, "acc": 91.70499, "loss_bbox": 0.27007, "loss_mask": 0.30717, "loss": 0.96152, "time": 0.6725} {"mode": "train", "epoch": 1, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.01591, "loss_rpn_cls": 0.05707, "loss_rpn_bbox": 0.05067, "loss_cls": 0.30253, "acc": 91.04834, "loss_bbox": 0.29197, "loss_mask": 0.30851, "loss": 1.01074, "time": 0.675} {"mode": "train", "epoch": 1, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.01683, "loss_rpn_cls": 0.06116, "loss_rpn_bbox": 0.05069, "loss_cls": 0.30042, "acc": 91.15248, "loss_bbox": 0.29009, "loss_mask": 0.30873, "loss": 1.01109, "time": 0.6676} {"mode": "train", "epoch": 1, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.01789, "loss_rpn_cls": 0.05636, "loss_rpn_bbox": 0.04804, "loss_cls": 0.29696, "acc": 91.36032, "loss_bbox": 0.283, "loss_mask": 0.30928, "loss": 0.99365, "time": 0.68442} {"mode": "train", "epoch": 1, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.01644, "loss_rpn_cls": 0.05841, "loss_rpn_bbox": 0.04962, "loss_cls": 0.29023, "acc": 91.44507, "loss_bbox": 0.27875, "loss_mask": 0.30898, "loss": 0.98599, "time": 0.66826} {"mode": "train", "epoch": 1, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.019, "loss_rpn_cls": 0.06131, "loss_rpn_bbox": 0.0517, "loss_cls": 0.29716, "acc": 91.30631, "loss_bbox": 0.28652, "loss_mask": 0.30957, "loss": 1.00627, "time": 0.66502} {"mode": "train", "epoch": 1, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.01642, "loss_rpn_cls": 0.05569, "loss_rpn_bbox": 0.04845, "loss_cls": 0.28543, "acc": 91.53223, "loss_bbox": 0.27598, "loss_mask": 0.29751, "loss": 0.96305, "time": 0.65995} {"mode": "train", "epoch": 1, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.01531, "loss_rpn_cls": 0.05785, "loss_rpn_bbox": 0.05007, "loss_cls": 0.2954, "acc": 91.30981, "loss_bbox": 0.28766, "loss_mask": 0.31023, "loss": 1.0012, "time": 0.66201} {"mode": "train", "epoch": 1, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01638, "loss_rpn_cls": 0.05823, "loss_rpn_bbox": 0.05597, "loss_cls": 0.29953, "acc": 91.15405, "loss_bbox": 0.29514, "loss_mask": 0.31517, "loss": 1.02404, "time": 0.67504} {"mode": "train", "epoch": 1, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01677, "loss_rpn_cls": 0.05724, "loss_rpn_bbox": 0.05108, "loss_cls": 0.30142, "acc": 91.01766, "loss_bbox": 0.30205, "loss_mask": 0.30807, "loss": 1.01987, "time": 0.66701} {"mode": "val", "epoch": 1, "iter": 625, "lr": 0.0, "bbox_mAP": 0.2561, "bbox_mAP_50": 0.4833, "bbox_mAP_75": 0.2514, "bbox_mAP_s": 0.1612, "bbox_mAP_m": 0.2791, "bbox_mAP_l": 0.3302, "bbox_mAP_copypaste": "0.2561 0.4833 0.2514 0.1612 0.2791 0.3302", "segm_mAP": 0.2588, "segm_mAP_50": 0.4551, "segm_mAP_75": 0.2624, "segm_mAP_s": 0.1178, "segm_mAP_m": 0.2827, "segm_mAP_l": 0.3949, "segm_mAP_copypaste": "0.2588 0.4551 0.2624 0.1178 0.2827 0.3949"} {"mode": "train", "epoch": 2, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.70648, "loss_rpn_cls": 0.0582, "loss_rpn_bbox": 0.05193, "loss_cls": 0.28644, "acc": 91.47461, "loss_bbox": 0.28577, "loss_mask": 0.29465, "loss": 0.97699, "time": 1.36353} {"mode": "train", "epoch": 2, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.01798, "loss_rpn_cls": 0.057, "loss_rpn_bbox": 0.04786, "loss_cls": 0.26872, "acc": 91.91846, "loss_bbox": 0.26978, "loss_mask": 0.28854, "loss": 0.9319, "time": 0.67901} {"mode": "train", "epoch": 2, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.01854, "loss_rpn_cls": 0.0567, "loss_rpn_bbox": 0.04923, "loss_cls": 0.28815, "acc": 91.4209, "loss_bbox": 0.28403, "loss_mask": 0.30304, "loss": 0.98115, "time": 0.6761} {"mode": "train", "epoch": 2, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.02088, "loss_rpn_cls": 0.05617, "loss_rpn_bbox": 0.05234, "loss_cls": 0.28972, "acc": 91.42314, "loss_bbox": 0.28621, "loss_mask": 0.29683, "loss": 0.98128, "time": 0.68445} {"mode": "train", "epoch": 2, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.02108, "loss_rpn_cls": 0.05237, "loss_rpn_bbox": 0.04907, "loss_cls": 0.27988, "acc": 91.42553, "loss_bbox": 0.28582, "loss_mask": 0.30134, "loss": 0.96848, "time": 0.67415} {"mode": "train", "epoch": 2, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.01858, "loss_rpn_cls": 0.05713, "loss_rpn_bbox": 0.05038, "loss_cls": 0.28904, "acc": 91.45757, "loss_bbox": 0.28255, "loss_mask": 0.3003, "loss": 0.97941, "time": 0.67871} {"mode": "train", "epoch": 2, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.01926, "loss_rpn_cls": 0.05416, "loss_rpn_bbox": 0.04729, "loss_cls": 0.29531, "acc": 91.35495, "loss_bbox": 0.28036, "loss_mask": 0.30729, "loss": 0.98441, "time": 0.67226} {"mode": "train", "epoch": 2, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.01796, "loss_rpn_cls": 0.05716, "loss_rpn_bbox": 0.05001, "loss_cls": 0.29279, "acc": 91.30265, "loss_bbox": 0.28899, "loss_mask": 0.29778, "loss": 0.98674, "time": 0.67295} {"mode": "train", "epoch": 2, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.02098, "loss_rpn_cls": 0.05647, "loss_rpn_bbox": 0.05151, "loss_cls": 0.29789, "acc": 91.11938, "loss_bbox": 0.29377, "loss_mask": 0.30169, "loss": 1.00132, "time": 0.68423} {"mode": "train", "epoch": 2, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.01676, "loss_rpn_cls": 0.05353, "loss_rpn_bbox": 0.04858, "loss_cls": 0.27582, "acc": 91.77271, "loss_bbox": 0.27191, "loss_mask": 0.30413, "loss": 0.95397, "time": 0.66473} {"mode": "train", "epoch": 2, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01773, "loss_rpn_cls": 0.05373, "loss_rpn_bbox": 0.05113, "loss_cls": 0.28768, "acc": 91.43481, "loss_bbox": 0.28621, "loss_mask": 0.31204, "loss": 0.99079, "time": 0.67492} {"mode": "train", "epoch": 2, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.01923, "loss_rpn_cls": 0.05354, "loss_rpn_bbox": 0.04819, "loss_cls": 0.28041, "acc": 91.57937, "loss_bbox": 0.28299, "loss_mask": 0.30252, "loss": 0.96767, "time": 0.68001} {"mode": "train", "epoch": 2, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.0183, "loss_rpn_cls": 0.05344, "loss_rpn_bbox": 0.04964, "loss_cls": 0.29228, "acc": 91.25438, "loss_bbox": 0.2875, "loss_mask": 0.30316, "loss": 0.98602, "time": 0.66481} {"mode": "train", "epoch": 2, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.0209, "loss_rpn_cls": 0.05408, "loss_rpn_bbox": 0.05088, "loss_cls": 0.29557, "acc": 91.04819, "loss_bbox": 0.29675, "loss_mask": 0.29912, "loss": 0.9964, "time": 0.67446} {"mode": "train", "epoch": 2, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.01762, "loss_rpn_cls": 0.05047, "loss_rpn_bbox": 0.04539, "loss_cls": 0.27702, "acc": 91.64239, "loss_bbox": 0.27175, "loss_mask": 0.29537, "loss": 0.94, "time": 0.66749} {"mode": "train", "epoch": 2, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.01814, "loss_rpn_cls": 0.05286, "loss_rpn_bbox": 0.0487, "loss_cls": 0.28711, "acc": 91.39111, "loss_bbox": 0.28968, "loss_mask": 0.29937, "loss": 0.97773, "time": 0.67587} {"mode": "train", "epoch": 2, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.01624, "loss_rpn_cls": 0.05141, "loss_rpn_bbox": 0.0463, "loss_cls": 0.28429, "acc": 91.48555, "loss_bbox": 0.28218, "loss_mask": 0.29629, "loss": 0.96047, "time": 0.67862} {"mode": "train", "epoch": 2, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.01767, "loss_rpn_cls": 0.0483, "loss_rpn_bbox": 0.04598, "loss_cls": 0.27515, "acc": 91.79956, "loss_bbox": 0.27075, "loss_mask": 0.29461, "loss": 0.9348, "time": 0.66836} {"mode": "train", "epoch": 2, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.0184, "loss_rpn_cls": 0.05483, "loss_rpn_bbox": 0.05011, "loss_cls": 0.28904, "acc": 91.32422, "loss_bbox": 0.28603, "loss_mask": 0.29951, "loss": 0.97951, "time": 0.67868} {"mode": "train", "epoch": 2, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.01756, "loss_rpn_cls": 0.05878, "loss_rpn_bbox": 0.0496, "loss_cls": 0.294, "acc": 91.5354, "loss_bbox": 0.271, "loss_mask": 0.3041, "loss": 0.97749, "time": 0.67587} {"mode": "train", "epoch": 2, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01724, "loss_rpn_cls": 0.05625, "loss_rpn_bbox": 0.05084, "loss_cls": 0.28699, "acc": 91.28614, "loss_bbox": 0.2946, "loss_mask": 0.30468, "loss": 0.99336, "time": 0.66839} {"mode": "train", "epoch": 2, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.01908, "loss_rpn_cls": 0.05416, "loss_rpn_bbox": 0.05109, "loss_cls": 0.28779, "acc": 91.28027, "loss_bbox": 0.28445, "loss_mask": 0.30252, "loss": 0.98001, "time": 0.67158} {"mode": "train", "epoch": 2, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.02031, "loss_rpn_cls": 0.05265, "loss_rpn_bbox": 0.05072, "loss_cls": 0.28326, "acc": 91.27924, "loss_bbox": 0.28776, "loss_mask": 0.29853, "loss": 0.97292, "time": 0.66998} {"mode": "train", "epoch": 2, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.01929, "loss_rpn_cls": 0.05279, "loss_rpn_bbox": 0.04873, "loss_cls": 0.27135, "acc": 91.63069, "loss_bbox": 0.28245, "loss_mask": 0.28749, "loss": 0.94281, "time": 0.67632} {"mode": "train", "epoch": 2, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.01784, "loss_rpn_cls": 0.05357, "loss_rpn_bbox": 0.04868, "loss_cls": 0.2827, "acc": 91.27556, "loss_bbox": 0.28875, "loss_mask": 0.29705, "loss": 0.97075, "time": 0.6804} {"mode": "train", "epoch": 2, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.01716, "loss_rpn_cls": 0.05507, "loss_rpn_bbox": 0.04798, "loss_cls": 0.27403, "acc": 91.62369, "loss_bbox": 0.27716, "loss_mask": 0.29541, "loss": 0.94966, "time": 0.67342} {"mode": "train", "epoch": 2, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01368, "loss_rpn_cls": 0.05246, "loss_rpn_bbox": 0.04758, "loss_cls": 0.26926, "acc": 91.85254, "loss_bbox": 0.26685, "loss_mask": 0.29559, "loss": 0.93174, "time": 0.66791} {"mode": "train", "epoch": 2, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01512, "loss_rpn_cls": 0.05066, "loss_rpn_bbox": 0.04636, "loss_cls": 0.27697, "acc": 91.55103, "loss_bbox": 0.27501, "loss_mask": 0.29654, "loss": 0.94554, "time": 0.672} {"mode": "train", "epoch": 2, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.01984, "loss_rpn_cls": 0.04899, "loss_rpn_bbox": 0.04659, "loss_cls": 0.26979, "acc": 91.76109, "loss_bbox": 0.27023, "loss_mask": 0.2937, "loss": 0.9293, "time": 0.67372} {"mode": "train", "epoch": 2, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.01848, "loss_rpn_cls": 0.05762, "loss_rpn_bbox": 0.05114, "loss_cls": 0.28894, "acc": 91.36377, "loss_bbox": 0.29404, "loss_mask": 0.30424, "loss": 0.99598, "time": 0.66618} {"mode": "train", "epoch": 2, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.01676, "loss_rpn_cls": 0.05678, "loss_rpn_bbox": 0.04829, "loss_cls": 0.28046, "acc": 91.49487, "loss_bbox": 0.28332, "loss_mask": 0.30655, "loss": 0.9754, "time": 0.66292} {"mode": "train", "epoch": 2, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.02123, "loss_rpn_cls": 0.05191, "loss_rpn_bbox": 0.04783, "loss_cls": 0.28334, "acc": 91.46948, "loss_bbox": 0.28147, "loss_mask": 0.30131, "loss": 0.96585, "time": 0.67444} {"mode": "train", "epoch": 2, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.02026, "loss_rpn_cls": 0.05604, "loss_rpn_bbox": 0.04903, "loss_cls": 0.2889, "acc": 91.38525, "loss_bbox": 0.28654, "loss_mask": 0.29803, "loss": 0.97855, "time": 0.66707} {"mode": "train", "epoch": 2, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.0184, "loss_rpn_cls": 0.05316, "loss_rpn_bbox": 0.04754, "loss_cls": 0.28795, "acc": 91.27588, "loss_bbox": 0.28079, "loss_mask": 0.29756, "loss": 0.967, "time": 0.67801} {"mode": "train", "epoch": 2, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.01978, "loss_rpn_cls": 0.05248, "loss_rpn_bbox": 0.04721, "loss_cls": 0.28775, "acc": 91.32373, "loss_bbox": 0.28232, "loss_mask": 0.29492, "loss": 0.96469, "time": 0.66982} {"mode": "train", "epoch": 2, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.01791, "loss_rpn_cls": 0.05034, "loss_rpn_bbox": 0.04918, "loss_cls": 0.28112, "acc": 91.52173, "loss_bbox": 0.28202, "loss_mask": 0.29466, "loss": 0.95733, "time": 0.67418} {"mode": "train", "epoch": 2, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.01724, "loss_rpn_cls": 0.04883, "loss_rpn_bbox": 0.04414, "loss_cls": 0.26456, "acc": 92.11768, "loss_bbox": 0.2589, "loss_mask": 0.29465, "loss": 0.91107, "time": 0.65867} {"mode": "train", "epoch": 2, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.02128, "loss_rpn_cls": 0.05246, "loss_rpn_bbox": 0.04902, "loss_cls": 0.26774, "acc": 91.78279, "loss_bbox": 0.27355, "loss_mask": 0.29429, "loss": 0.93707, "time": 0.67642} {"mode": "train", "epoch": 2, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.01886, "loss_rpn_cls": 0.05106, "loss_rpn_bbox": 0.04661, "loss_cls": 0.25984, "acc": 92.07069, "loss_bbox": 0.26735, "loss_mask": 0.28537, "loss": 0.91023, "time": 0.65809} {"mode": "train", "epoch": 2, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.02001, "loss_rpn_cls": 0.04918, "loss_rpn_bbox": 0.04742, "loss_cls": 0.27869, "acc": 91.54784, "loss_bbox": 0.28167, "loss_mask": 0.29199, "loss": 0.94894, "time": 0.66799} {"mode": "train", "epoch": 2, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.01773, "loss_rpn_cls": 0.05381, "loss_rpn_bbox": 0.04851, "loss_cls": 0.28435, "acc": 91.40626, "loss_bbox": 0.28301, "loss_mask": 0.29218, "loss": 0.96186, "time": 0.65624} {"mode": "train", "epoch": 2, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.01867, "loss_rpn_cls": 0.04962, "loss_rpn_bbox": 0.04608, "loss_cls": 0.27958, "acc": 91.51636, "loss_bbox": 0.28043, "loss_mask": 0.29449, "loss": 0.95019, "time": 0.66869} {"mode": "train", "epoch": 2, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.02101, "loss_rpn_cls": 0.05148, "loss_rpn_bbox": 0.04553, "loss_cls": 0.28891, "acc": 91.2937, "loss_bbox": 0.28099, "loss_mask": 0.2901, "loss": 0.95702, "time": 0.67257} {"mode": "train", "epoch": 2, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.0194, "loss_rpn_cls": 0.05071, "loss_rpn_bbox": 0.04736, "loss_cls": 0.27881, "acc": 91.51661, "loss_bbox": 0.27808, "loss_mask": 0.29703, "loss": 0.95198, "time": 0.67517} {"mode": "train", "epoch": 2, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.02029, "loss_rpn_cls": 0.05092, "loss_rpn_bbox": 0.04602, "loss_cls": 0.2622, "acc": 91.87945, "loss_bbox": 0.27027, "loss_mask": 0.28681, "loss": 0.91622, "time": 0.68394} {"mode": "train", "epoch": 2, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.01791, "loss_rpn_cls": 0.05105, "loss_rpn_bbox": 0.04857, "loss_cls": 0.2666, "acc": 91.79188, "loss_bbox": 0.2731, "loss_mask": 0.28763, "loss": 0.92696, "time": 0.66479} {"mode": "train", "epoch": 2, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.01719, "loss_rpn_cls": 0.05333, "loss_rpn_bbox": 0.04878, "loss_cls": 0.28276, "acc": 91.66699, "loss_bbox": 0.27681, "loss_mask": 0.3002, "loss": 0.96188, "time": 0.66727} {"mode": "train", "epoch": 2, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.0196, "loss_rpn_cls": 0.05307, "loss_rpn_bbox": 0.04869, "loss_cls": 0.27181, "acc": 91.69865, "loss_bbox": 0.27867, "loss_mask": 0.29604, "loss": 0.94828, "time": 0.66917} {"mode": "train", "epoch": 2, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.01633, "loss_rpn_cls": 0.05034, "loss_rpn_bbox": 0.04517, "loss_cls": 0.26821, "acc": 91.83295, "loss_bbox": 0.27108, "loss_mask": 0.29471, "loss": 0.92952, "time": 0.66999} {"mode": "train", "epoch": 2, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.01546, "loss_rpn_cls": 0.04438, "loss_rpn_bbox": 0.04308, "loss_cls": 0.26516, "acc": 91.7669, "loss_bbox": 0.26854, "loss_mask": 0.2792, "loss": 0.90036, "time": 0.68015} {"mode": "train", "epoch": 2, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.0178, "loss_rpn_cls": 0.04719, "loss_rpn_bbox": 0.04585, "loss_cls": 0.27596, "acc": 91.39066, "loss_bbox": 0.28431, "loss_mask": 0.289, "loss": 0.94231, "time": 0.66749} {"mode": "train", "epoch": 2, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.01674, "loss_rpn_cls": 0.05008, "loss_rpn_bbox": 0.04791, "loss_cls": 0.27523, "acc": 91.7023, "loss_bbox": 0.27437, "loss_mask": 0.2917, "loss": 0.93929, "time": 0.68038} {"mode": "train", "epoch": 2, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.01846, "loss_rpn_cls": 0.05416, "loss_rpn_bbox": 0.05049, "loss_cls": 0.27828, "acc": 91.36174, "loss_bbox": 0.28571, "loss_mask": 0.29645, "loss": 0.96508, "time": 0.66853} {"mode": "train", "epoch": 2, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.0194, "loss_rpn_cls": 0.04685, "loss_rpn_bbox": 0.0449, "loss_cls": 0.27205, "acc": 91.68726, "loss_bbox": 0.27432, "loss_mask": 0.28861, "loss": 0.92672, "time": 0.67031} {"mode": "train", "epoch": 2, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.01878, "loss_rpn_cls": 0.04959, "loss_rpn_bbox": 0.04699, "loss_cls": 0.29395, "acc": 91.08472, "loss_bbox": 0.29311, "loss_mask": 0.30249, "loss": 0.98614, "time": 0.65999} {"mode": "train", "epoch": 2, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.01868, "loss_rpn_cls": 0.0479, "loss_rpn_bbox": 0.04441, "loss_cls": 0.27372, "acc": 91.57014, "loss_bbox": 0.27768, "loss_mask": 0.28968, "loss": 0.93339, "time": 0.66176} {"mode": "train", "epoch": 2, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.01767, "loss_rpn_cls": 0.04994, "loss_rpn_bbox": 0.05056, "loss_cls": 0.2691, "acc": 91.52856, "loss_bbox": 0.2818, "loss_mask": 0.28793, "loss": 0.93933, "time": 0.68576} {"mode": "train", "epoch": 2, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.01623, "loss_rpn_cls": 0.05148, "loss_rpn_bbox": 0.0474, "loss_cls": 0.28265, "acc": 91.47831, "loss_bbox": 0.28134, "loss_mask": 0.29492, "loss": 0.95779, "time": 0.66635} {"mode": "train", "epoch": 2, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.01942, "loss_rpn_cls": 0.05255, "loss_rpn_bbox": 0.0486, "loss_cls": 0.27187, "acc": 91.8681, "loss_bbox": 0.27252, "loss_mask": 0.29149, "loss": 0.93703, "time": 0.67324} {"mode": "train", "epoch": 2, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.01729, "loss_rpn_cls": 0.05059, "loss_rpn_bbox": 0.04685, "loss_cls": 0.28111, "acc": 91.38305, "loss_bbox": 0.27518, "loss_mask": 0.2948, "loss": 0.94854, "time": 0.66719} {"mode": "train", "epoch": 2, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.01599, "loss_rpn_cls": 0.04844, "loss_rpn_bbox": 0.04356, "loss_cls": 0.26507, "acc": 91.83314, "loss_bbox": 0.26886, "loss_mask": 0.28808, "loss": 0.91402, "time": 0.67307} {"mode": "train", "epoch": 2, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.01746, "loss_rpn_cls": 0.04935, "loss_rpn_bbox": 0.04553, "loss_cls": 0.26045, "acc": 92.04408, "loss_bbox": 0.26117, "loss_mask": 0.28334, "loss": 0.89984, "time": 0.68421} {"mode": "train", "epoch": 2, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.01782, "loss_rpn_cls": 0.05181, "loss_rpn_bbox": 0.04754, "loss_cls": 0.27615, "acc": 91.49536, "loss_bbox": 0.28298, "loss_mask": 0.28814, "loss": 0.94663, "time": 0.66813} {"mode": "train", "epoch": 2, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01779, "loss_rpn_cls": 0.04962, "loss_rpn_bbox": 0.04635, "loss_cls": 0.26809, "acc": 91.77588, "loss_bbox": 0.27394, "loss_mask": 0.28463, "loss": 0.92263, "time": 0.67638} {"mode": "train", "epoch": 2, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.01626, "loss_rpn_cls": 0.04801, "loss_rpn_bbox": 0.04544, "loss_cls": 0.26246, "acc": 91.72279, "loss_bbox": 0.27732, "loss_mask": 0.28702, "loss": 0.92025, "time": 0.66197} {"mode": "train", "epoch": 2, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01668, "loss_rpn_cls": 0.05387, "loss_rpn_bbox": 0.04877, "loss_cls": 0.27072, "acc": 91.56706, "loss_bbox": 0.28083, "loss_mask": 0.28806, "loss": 0.94226, "time": 0.66992} {"mode": "train", "epoch": 2, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.02366, "loss_rpn_cls": 0.04809, "loss_rpn_bbox": 0.04546, "loss_cls": 0.2691, "acc": 91.60064, "loss_bbox": 0.28275, "loss_mask": 0.28532, "loss": 0.93073, "time": 0.66625} {"mode": "train", "epoch": 2, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.01714, "loss_rpn_cls": 0.04927, "loss_rpn_bbox": 0.04475, "loss_cls": 0.25368, "acc": 92.15405, "loss_bbox": 0.26433, "loss_mask": 0.28093, "loss": 0.89296, "time": 0.66616} {"mode": "train", "epoch": 2, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.0196, "loss_rpn_cls": 0.04781, "loss_rpn_bbox": 0.04592, "loss_cls": 0.27268, "acc": 91.70827, "loss_bbox": 0.27336, "loss_mask": 0.28603, "loss": 0.9258, "time": 0.67868} {"mode": "train", "epoch": 2, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.01831, "loss_rpn_cls": 0.04717, "loss_rpn_bbox": 0.04496, "loss_cls": 0.26449, "acc": 91.90445, "loss_bbox": 0.27541, "loss_mask": 0.2926, "loss": 0.92464, "time": 0.66574} {"mode": "train", "epoch": 2, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.01782, "loss_rpn_cls": 0.05074, "loss_rpn_bbox": 0.04807, "loss_cls": 0.2651, "acc": 91.7644, "loss_bbox": 0.27393, "loss_mask": 0.29363, "loss": 0.93147, "time": 0.66611} {"mode": "train", "epoch": 2, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.01718, "loss_rpn_cls": 0.05205, "loss_rpn_bbox": 0.04943, "loss_cls": 0.27051, "acc": 91.73291, "loss_bbox": 0.27749, "loss_mask": 0.29381, "loss": 0.94329, "time": 0.6798} {"mode": "train", "epoch": 2, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.01947, "loss_rpn_cls": 0.04743, "loss_rpn_bbox": 0.04663, "loss_cls": 0.27581, "acc": 91.53027, "loss_bbox": 0.27804, "loss_mask": 0.29062, "loss": 0.93853, "time": 0.66837} {"mode": "train", "epoch": 2, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.01847, "loss_rpn_cls": 0.04569, "loss_rpn_bbox": 0.04245, "loss_cls": 0.259, "acc": 92.00879, "loss_bbox": 0.26145, "loss_mask": 0.27925, "loss": 0.88783, "time": 0.68195} {"mode": "train", "epoch": 2, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01981, "loss_rpn_cls": 0.04996, "loss_rpn_bbox": 0.04698, "loss_cls": 0.26776, "acc": 91.66943, "loss_bbox": 0.27785, "loss_mask": 0.28746, "loss": 0.93, "time": 0.67877} {"mode": "train", "epoch": 2, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01782, "loss_rpn_cls": 0.04769, "loss_rpn_bbox": 0.04502, "loss_cls": 0.27812, "acc": 91.4292, "loss_bbox": 0.28127, "loss_mask": 0.29573, "loss": 0.94783, "time": 0.669} {"mode": "train", "epoch": 2, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01987, "loss_rpn_cls": 0.0466, "loss_rpn_bbox": 0.04497, "loss_cls": 0.2688, "acc": 91.5398, "loss_bbox": 0.28077, "loss_mask": 0.2828, "loss": 0.92395, "time": 0.66391} {"mode": "train", "epoch": 2, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01807, "loss_rpn_cls": 0.04811, "loss_rpn_bbox": 0.04685, "loss_cls": 0.27305, "acc": 91.53662, "loss_bbox": 0.27384, "loss_mask": 0.29129, "loss": 0.93314, "time": 0.67511} {"mode": "train", "epoch": 2, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.01946, "loss_rpn_cls": 0.05049, "loss_rpn_bbox": 0.04709, "loss_cls": 0.27601, "acc": 91.38574, "loss_bbox": 0.28658, "loss_mask": 0.2897, "loss": 0.94987, "time": 0.68152} {"mode": "train", "epoch": 2, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.01687, "loss_rpn_cls": 0.05088, "loss_rpn_bbox": 0.05061, "loss_cls": 0.28488, "acc": 91.15186, "loss_bbox": 0.29619, "loss_mask": 0.29087, "loss": 0.97342, "time": 0.66824} {"mode": "train", "epoch": 2, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01737, "loss_rpn_cls": 0.05091, "loss_rpn_bbox": 0.04695, "loss_cls": 0.26926, "acc": 91.6543, "loss_bbox": 0.27447, "loss_mask": 0.28582, "loss": 0.92742, "time": 0.67818} {"mode": "train", "epoch": 2, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.02082, "loss_rpn_cls": 0.04827, "loss_rpn_bbox": 0.04545, "loss_cls": 0.26249, "acc": 91.72852, "loss_bbox": 0.27359, "loss_mask": 0.28373, "loss": 0.91352, "time": 0.67007} {"mode": "train", "epoch": 2, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.01633, "loss_rpn_cls": 0.04562, "loss_rpn_bbox": 0.04517, "loss_cls": 0.26942, "acc": 91.71925, "loss_bbox": 0.27646, "loss_mask": 0.27964, "loss": 0.91632, "time": 0.66454} {"mode": "train", "epoch": 2, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.02188, "loss_rpn_cls": 0.04648, "loss_rpn_bbox": 0.04621, "loss_cls": 0.26183, "acc": 91.86437, "loss_bbox": 0.26383, "loss_mask": 0.28365, "loss": 0.902, "time": 0.66343} {"mode": "train", "epoch": 2, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.01743, "loss_rpn_cls": 0.04421, "loss_rpn_bbox": 0.04238, "loss_cls": 0.25923, "acc": 92.06836, "loss_bbox": 0.26015, "loss_mask": 0.2694, "loss": 0.87537, "time": 0.66682} {"mode": "train", "epoch": 2, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01809, "loss_rpn_cls": 0.05088, "loss_rpn_bbox": 0.04559, "loss_cls": 0.27047, "acc": 91.6145, "loss_bbox": 0.27836, "loss_mask": 0.2867, "loss": 0.93201, "time": 0.66246} {"mode": "train", "epoch": 2, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.01715, "loss_rpn_cls": 0.05047, "loss_rpn_bbox": 0.04712, "loss_cls": 0.24635, "acc": 92.23535, "loss_bbox": 0.25796, "loss_mask": 0.2875, "loss": 0.8894, "time": 0.66307} {"mode": "train", "epoch": 2, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.01711, "loss_rpn_cls": 0.04767, "loss_rpn_bbox": 0.04462, "loss_cls": 0.27772, "acc": 91.477, "loss_bbox": 0.28282, "loss_mask": 0.28535, "loss": 0.93818, "time": 0.66497} {"mode": "train", "epoch": 2, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.01801, "loss_rpn_cls": 0.04526, "loss_rpn_bbox": 0.04682, "loss_cls": 0.25461, "acc": 92.01758, "loss_bbox": 0.27009, "loss_mask": 0.28742, "loss": 0.90421, "time": 0.67881} {"mode": "train", "epoch": 2, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01938, "loss_rpn_cls": 0.04753, "loss_rpn_bbox": 0.04475, "loss_cls": 0.26211, "acc": 91.85778, "loss_bbox": 0.26724, "loss_mask": 0.28129, "loss": 0.90291, "time": 0.67625} {"mode": "train", "epoch": 2, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01737, "loss_rpn_cls": 0.04423, "loss_rpn_bbox": 0.04449, "loss_cls": 0.2536, "acc": 91.9187, "loss_bbox": 0.26589, "loss_mask": 0.27522, "loss": 0.88344, "time": 0.67043} {"mode": "train", "epoch": 2, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.01562, "loss_rpn_cls": 0.05172, "loss_rpn_bbox": 0.04815, "loss_cls": 0.27125, "acc": 91.64136, "loss_bbox": 0.27429, "loss_mask": 0.2822, "loss": 0.92761, "time": 0.66707} {"mode": "train", "epoch": 2, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.01841, "loss_rpn_cls": 0.04798, "loss_rpn_bbox": 0.04625, "loss_cls": 0.27102, "acc": 91.68408, "loss_bbox": 0.27356, "loss_mask": 0.28222, "loss": 0.92103, "time": 0.67267} {"mode": "train", "epoch": 2, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.0211, "loss_rpn_cls": 0.04551, "loss_rpn_bbox": 0.0458, "loss_cls": 0.2691, "acc": 91.71729, "loss_bbox": 0.27879, "loss_mask": 0.28452, "loss": 0.92371, "time": 0.67557} {"mode": "train", "epoch": 2, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01645, "loss_rpn_cls": 0.04601, "loss_rpn_bbox": 0.04653, "loss_cls": 0.27154, "acc": 91.68457, "loss_bbox": 0.27131, "loss_mask": 0.2877, "loss": 0.92309, "time": 0.67531} {"mode": "train", "epoch": 2, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.01848, "loss_rpn_cls": 0.04945, "loss_rpn_bbox": 0.04834, "loss_cls": 0.28367, "acc": 91.31372, "loss_bbox": 0.28614, "loss_mask": 0.28629, "loss": 0.9539, "time": 0.67118} {"mode": "train", "epoch": 2, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01783, "loss_rpn_cls": 0.04527, "loss_rpn_bbox": 0.04569, "loss_cls": 0.26204, "acc": 91.91211, "loss_bbox": 0.27139, "loss_mask": 0.28117, "loss": 0.90557, "time": 0.66165} {"mode": "train", "epoch": 2, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.02015, "loss_rpn_cls": 0.05044, "loss_rpn_bbox": 0.04834, "loss_cls": 0.28103, "acc": 91.10107, "loss_bbox": 0.29368, "loss_mask": 0.28707, "loss": 0.96056, "time": 0.67631} {"mode": "train", "epoch": 2, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.01967, "loss_rpn_cls": 0.04911, "loss_rpn_bbox": 0.04555, "loss_cls": 0.2599, "acc": 91.83105, "loss_bbox": 0.28364, "loss_mask": 0.27949, "loss": 0.91769, "time": 0.66934} {"mode": "train", "epoch": 2, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.01599, "loss_rpn_cls": 0.04766, "loss_rpn_bbox": 0.04476, "loss_cls": 0.2539, "acc": 91.96045, "loss_bbox": 0.2659, "loss_mask": 0.28019, "loss": 0.89241, "time": 0.66924} {"mode": "train", "epoch": 2, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.01841, "loss_rpn_cls": 0.04796, "loss_rpn_bbox": 0.04579, "loss_cls": 0.26485, "acc": 91.59942, "loss_bbox": 0.27545, "loss_mask": 0.28271, "loss": 0.91676, "time": 0.66626} {"mode": "train", "epoch": 2, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.01739, "loss_rpn_cls": 0.04634, "loss_rpn_bbox": 0.04233, "loss_cls": 0.25366, "acc": 92.17277, "loss_bbox": 0.25832, "loss_mask": 0.27995, "loss": 0.8806, "time": 0.65285} {"mode": "train", "epoch": 2, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.01795, "loss_rpn_cls": 0.04399, "loss_rpn_bbox": 0.04172, "loss_cls": 0.2441, "acc": 92.41431, "loss_bbox": 0.25794, "loss_mask": 0.27286, "loss": 0.86061, "time": 0.66445} {"mode": "train", "epoch": 2, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.02001, "loss_rpn_cls": 0.05277, "loss_rpn_bbox": 0.04736, "loss_cls": 0.27484, "acc": 91.38745, "loss_bbox": 0.27612, "loss_mask": 0.281, "loss": 0.93209, "time": 0.66933} {"mode": "train", "epoch": 2, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.01618, "loss_rpn_cls": 0.05003, "loss_rpn_bbox": 0.04555, "loss_cls": 0.26091, "acc": 91.89795, "loss_bbox": 0.26233, "loss_mask": 0.27919, "loss": 0.89801, "time": 0.6646} {"mode": "train", "epoch": 2, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.0182, "loss_rpn_cls": 0.04811, "loss_rpn_bbox": 0.04526, "loss_cls": 0.26527, "acc": 91.79565, "loss_bbox": 0.26799, "loss_mask": 0.28761, "loss": 0.91423, "time": 0.67954} {"mode": "train", "epoch": 2, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.0195, "loss_rpn_cls": 0.04465, "loss_rpn_bbox": 0.04561, "loss_cls": 0.27674, "acc": 91.32495, "loss_bbox": 0.28106, "loss_mask": 0.28941, "loss": 0.93747, "time": 0.67298} {"mode": "train", "epoch": 2, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.01941, "loss_rpn_cls": 0.04629, "loss_rpn_bbox": 0.0449, "loss_cls": 0.27028, "acc": 91.71206, "loss_bbox": 0.27098, "loss_mask": 0.2756, "loss": 0.90806, "time": 0.67688} {"mode": "train", "epoch": 2, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.02119, "loss_rpn_cls": 0.04686, "loss_rpn_bbox": 0.04545, "loss_cls": 0.26379, "acc": 91.77979, "loss_bbox": 0.27505, "loss_mask": 0.28352, "loss": 0.91468, "time": 0.67252} {"mode": "train", "epoch": 2, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.01858, "loss_rpn_cls": 0.04702, "loss_rpn_bbox": 0.04665, "loss_cls": 0.26312, "acc": 91.67456, "loss_bbox": 0.27361, "loss_mask": 0.27708, "loss": 0.90749, "time": 0.67357} {"mode": "train", "epoch": 2, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.01837, "loss_rpn_cls": 0.04729, "loss_rpn_bbox": 0.04426, "loss_cls": 0.26518, "acc": 91.72168, "loss_bbox": 0.27018, "loss_mask": 0.2871, "loss": 0.91402, "time": 0.67965} {"mode": "train", "epoch": 2, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.0169, "loss_rpn_cls": 0.0449, "loss_rpn_bbox": 0.04221, "loss_cls": 0.24883, "acc": 92.1531, "loss_bbox": 0.26116, "loss_mask": 0.27995, "loss": 0.87706, "time": 0.67365} {"mode": "train", "epoch": 2, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.01872, "loss_rpn_cls": 0.04613, "loss_rpn_bbox": 0.04579, "loss_cls": 0.25789, "acc": 91.9541, "loss_bbox": 0.26658, "loss_mask": 0.28436, "loss": 0.90075, "time": 0.65743} {"mode": "train", "epoch": 2, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.01873, "loss_rpn_cls": 0.05103, "loss_rpn_bbox": 0.04654, "loss_cls": 0.26221, "acc": 91.8048, "loss_bbox": 0.26466, "loss_mask": 0.28104, "loss": 0.90547, "time": 0.65965} {"mode": "train", "epoch": 2, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.01782, "loss_rpn_cls": 0.0461, "loss_rpn_bbox": 0.04593, "loss_cls": 0.26626, "acc": 91.69678, "loss_bbox": 0.27085, "loss_mask": 0.28274, "loss": 0.91187, "time": 0.66775} {"mode": "train", "epoch": 2, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.01847, "loss_rpn_cls": 0.04267, "loss_rpn_bbox": 0.04294, "loss_cls": 0.25779, "acc": 92.05874, "loss_bbox": 0.26188, "loss_mask": 0.2719, "loss": 0.87717, "time": 0.66337} {"mode": "train", "epoch": 2, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.0213, "loss_rpn_cls": 0.04611, "loss_rpn_bbox": 0.04357, "loss_cls": 0.26151, "acc": 91.80713, "loss_bbox": 0.26968, "loss_mask": 0.27633, "loss": 0.89719, "time": 0.67482} {"mode": "train", "epoch": 2, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.01935, "loss_rpn_cls": 0.04025, "loss_rpn_bbox": 0.04337, "loss_cls": 0.24976, "acc": 91.9832, "loss_bbox": 0.26591, "loss_mask": 0.27, "loss": 0.86929, "time": 0.66951} {"mode": "train", "epoch": 2, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.01744, "loss_rpn_cls": 0.04744, "loss_rpn_bbox": 0.04687, "loss_cls": 0.2723, "acc": 91.52268, "loss_bbox": 0.27095, "loss_mask": 0.27968, "loss": 0.91724, "time": 0.67404} {"mode": "train", "epoch": 2, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.01617, "loss_rpn_cls": 0.04799, "loss_rpn_bbox": 0.04642, "loss_cls": 0.26177, "acc": 91.95829, "loss_bbox": 0.2657, "loss_mask": 0.28507, "loss": 0.90694, "time": 0.66116} {"mode": "train", "epoch": 2, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.02013, "loss_rpn_cls": 0.0463, "loss_rpn_bbox": 0.04616, "loss_cls": 0.25181, "acc": 92.00903, "loss_bbox": 0.26827, "loss_mask": 0.2758, "loss": 0.88835, "time": 0.67513} {"mode": "train", "epoch": 2, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01762, "loss_rpn_cls": 0.04719, "loss_rpn_bbox": 0.04296, "loss_cls": 0.25172, "acc": 92.15479, "loss_bbox": 0.2562, "loss_mask": 0.27741, "loss": 0.87548, "time": 0.67804} {"mode": "train", "epoch": 2, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.01804, "loss_rpn_cls": 0.04473, "loss_rpn_bbox": 0.04563, "loss_cls": 0.25175, "acc": 91.97899, "loss_bbox": 0.26402, "loss_mask": 0.27153, "loss": 0.87767, "time": 0.67346} {"mode": "train", "epoch": 2, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.01721, "loss_rpn_cls": 0.04972, "loss_rpn_bbox": 0.04495, "loss_cls": 0.26525, "acc": 91.77895, "loss_bbox": 0.27062, "loss_mask": 0.28074, "loss": 0.91128, "time": 0.6691} {"mode": "train", "epoch": 2, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.01868, "loss_rpn_cls": 0.04705, "loss_rpn_bbox": 0.04317, "loss_cls": 0.25512, "acc": 92.15796, "loss_bbox": 0.26061, "loss_mask": 0.27968, "loss": 0.88563, "time": 0.67307} {"mode": "train", "epoch": 2, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01776, "loss_rpn_cls": 0.04926, "loss_rpn_bbox": 0.04489, "loss_cls": 0.26562, "acc": 91.68872, "loss_bbox": 0.26858, "loss_mask": 0.28914, "loss": 0.9175, "time": 0.66518} {"mode": "train", "epoch": 2, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.01676, "loss_rpn_cls": 0.04777, "loss_rpn_bbox": 0.04432, "loss_cls": 0.25701, "acc": 92.03857, "loss_bbox": 0.26255, "loss_mask": 0.27675, "loss": 0.8884, "time": 0.66811} {"mode": "train", "epoch": 2, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.01585, "loss_rpn_cls": 0.04502, "loss_rpn_bbox": 0.04398, "loss_cls": 0.25691, "acc": 91.91138, "loss_bbox": 0.26734, "loss_mask": 0.2882, "loss": 0.90145, "time": 0.67392} {"mode": "train", "epoch": 2, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01824, "loss_rpn_cls": 0.04294, "loss_rpn_bbox": 0.04556, "loss_cls": 0.26146, "acc": 91.8269, "loss_bbox": 0.26823, "loss_mask": 0.28003, "loss": 0.89822, "time": 0.66263} {"mode": "train", "epoch": 2, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.0172, "loss_rpn_cls": 0.04393, "loss_rpn_bbox": 0.04314, "loss_cls": 0.2607, "acc": 91.98633, "loss_bbox": 0.25917, "loss_mask": 0.27387, "loss": 0.8808, "time": 0.6623} {"mode": "train", "epoch": 2, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.01578, "loss_rpn_cls": 0.04888, "loss_rpn_bbox": 0.04518, "loss_cls": 0.26266, "acc": 91.64941, "loss_bbox": 0.26918, "loss_mask": 0.27602, "loss": 0.90191, "time": 0.67437} {"mode": "train", "epoch": 2, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.01744, "loss_rpn_cls": 0.04636, "loss_rpn_bbox": 0.04521, "loss_cls": 0.26098, "acc": 91.82302, "loss_bbox": 0.26792, "loss_mask": 0.28084, "loss": 0.90131, "time": 0.66393} {"mode": "train", "epoch": 2, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.01819, "loss_rpn_cls": 0.04663, "loss_rpn_bbox": 0.04236, "loss_cls": 0.2574, "acc": 92.10348, "loss_bbox": 0.26193, "loss_mask": 0.27443, "loss": 0.88276, "time": 0.66122} {"mode": "train", "epoch": 2, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.01764, "loss_rpn_cls": 0.0454, "loss_rpn_bbox": 0.04285, "loss_cls": 0.25635, "acc": 91.96509, "loss_bbox": 0.26494, "loss_mask": 0.27946, "loss": 0.88899, "time": 0.67087} {"mode": "train", "epoch": 2, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.01804, "loss_rpn_cls": 0.04551, "loss_rpn_bbox": 0.04484, "loss_cls": 0.25366, "acc": 92.07275, "loss_bbox": 0.25881, "loss_mask": 0.27783, "loss": 0.88064, "time": 0.66881} {"mode": "train", "epoch": 2, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01899, "loss_rpn_cls": 0.04366, "loss_rpn_bbox": 0.04775, "loss_cls": 0.25738, "acc": 91.93384, "loss_bbox": 0.26808, "loss_mask": 0.28484, "loss": 0.90171, "time": 0.66655} {"mode": "train", "epoch": 2, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01698, "loss_rpn_cls": 0.04693, "loss_rpn_bbox": 0.04521, "loss_cls": 0.26188, "acc": 91.83228, "loss_bbox": 0.26982, "loss_mask": 0.28052, "loss": 0.90436, "time": 0.66315} {"mode": "train", "epoch": 2, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.01725, "loss_rpn_cls": 0.0436, "loss_rpn_bbox": 0.04293, "loss_cls": 0.25554, "acc": 91.92285, "loss_bbox": 0.26786, "loss_mask": 0.27604, "loss": 0.88596, "time": 0.66957} {"mode": "train", "epoch": 2, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.01696, "loss_rpn_cls": 0.04072, "loss_rpn_bbox": 0.0419, "loss_cls": 0.25403, "acc": 92.2041, "loss_bbox": 0.25928, "loss_mask": 0.27281, "loss": 0.86874, "time": 0.67154} {"mode": "train", "epoch": 2, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.01789, "loss_rpn_cls": 0.04145, "loss_rpn_bbox": 0.04329, "loss_cls": 0.25561, "acc": 92.10376, "loss_bbox": 0.25805, "loss_mask": 0.27132, "loss": 0.86971, "time": 0.67635} {"mode": "train", "epoch": 2, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.01761, "loss_rpn_cls": 0.04427, "loss_rpn_bbox": 0.04172, "loss_cls": 0.24966, "acc": 92.27186, "loss_bbox": 0.25537, "loss_mask": 0.27266, "loss": 0.86369, "time": 0.66909} {"mode": "train", "epoch": 2, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.01759, "loss_rpn_cls": 0.04519, "loss_rpn_bbox": 0.045, "loss_cls": 0.25601, "acc": 91.94932, "loss_bbox": 0.26579, "loss_mask": 0.27953, "loss": 0.89153, "time": 0.67625} {"mode": "train", "epoch": 2, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.01672, "loss_rpn_cls": 0.04581, "loss_rpn_bbox": 0.04052, "loss_cls": 0.24336, "acc": 92.39087, "loss_bbox": 0.25254, "loss_mask": 0.27595, "loss": 0.85818, "time": 0.65976} {"mode": "train", "epoch": 2, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.01755, "loss_rpn_cls": 0.04517, "loss_rpn_bbox": 0.04635, "loss_cls": 0.27, "acc": 91.60522, "loss_bbox": 0.27416, "loss_mask": 0.2833, "loss": 0.91897, "time": 0.66798} {"mode": "train", "epoch": 2, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01845, "loss_rpn_cls": 0.04521, "loss_rpn_bbox": 0.04208, "loss_cls": 0.25343, "acc": 92.02637, "loss_bbox": 0.26862, "loss_mask": 0.27619, "loss": 0.88553, "time": 0.6569} {"mode": "train", "epoch": 2, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01668, "loss_rpn_cls": 0.045, "loss_rpn_bbox": 0.04294, "loss_cls": 0.25559, "acc": 91.90283, "loss_bbox": 0.26308, "loss_mask": 0.27035, "loss": 0.87696, "time": 0.66774} {"mode": "val", "epoch": 2, "iter": 625, "lr": 0.0, "bbox_mAP": 0.3542, "bbox_mAP_50": 0.5912, "bbox_mAP_75": 0.383, "bbox_mAP_s": 0.2305, "bbox_mAP_m": 0.3813, "bbox_mAP_l": 0.4586, "bbox_mAP_copypaste": "0.3542 0.5912 0.3830 0.2305 0.3813 0.4586", "segm_mAP": 0.3447, "segm_mAP_50": 0.5626, "segm_mAP_75": 0.3668, "segm_mAP_s": 0.1741, "segm_mAP_m": 0.3755, "segm_mAP_l": 0.5144, "segm_mAP_copypaste": "0.3447 0.5626 0.3668 0.1741 0.3755 0.5144"} {"mode": "train", "epoch": 3, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.7153, "loss_rpn_cls": 0.04577, "loss_rpn_bbox": 0.04679, "loss_cls": 0.26176, "acc": 91.6874, "loss_bbox": 0.26805, "loss_mask": 0.27636, "loss": 0.89873, "time": 1.37941} {"mode": "train", "epoch": 3, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.01884, "loss_rpn_cls": 0.04673, "loss_rpn_bbox": 0.04638, "loss_cls": 0.25541, "acc": 91.96167, "loss_bbox": 0.26819, "loss_mask": 0.28751, "loss": 0.90421, "time": 0.67831} {"mode": "train", "epoch": 3, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.01728, "loss_rpn_cls": 0.0402, "loss_rpn_bbox": 0.04149, "loss_cls": 0.2579, "acc": 91.98863, "loss_bbox": 0.25875, "loss_mask": 0.27476, "loss": 0.8731, "time": 0.66667} {"mode": "train", "epoch": 3, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.01827, "loss_rpn_cls": 0.04443, "loss_rpn_bbox": 0.04759, "loss_cls": 0.26109, "acc": 91.62622, "loss_bbox": 0.27929, "loss_mask": 0.27518, "loss": 0.90759, "time": 0.66813} {"mode": "train", "epoch": 3, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.01869, "loss_rpn_cls": 0.04221, "loss_rpn_bbox": 0.04214, "loss_cls": 0.24869, "acc": 92.16504, "loss_bbox": 0.26285, "loss_mask": 0.2656, "loss": 0.86149, "time": 0.67592} {"mode": "train", "epoch": 3, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.0185, "loss_rpn_cls": 0.04206, "loss_rpn_bbox": 0.04395, "loss_cls": 0.24671, "acc": 92.1411, "loss_bbox": 0.25963, "loss_mask": 0.2663, "loss": 0.85864, "time": 0.68286} {"mode": "train", "epoch": 3, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.01933, "loss_rpn_cls": 0.0484, "loss_rpn_bbox": 0.04384, "loss_cls": 0.25279, "acc": 92.12985, "loss_bbox": 0.25471, "loss_mask": 0.2737, "loss": 0.87345, "time": 0.67767} {"mode": "train", "epoch": 3, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.01927, "loss_rpn_cls": 0.04174, "loss_rpn_bbox": 0.04404, "loss_cls": 0.25387, "acc": 92.00098, "loss_bbox": 0.27104, "loss_mask": 0.27341, "loss": 0.8841, "time": 0.68171} {"mode": "train", "epoch": 3, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.02033, "loss_rpn_cls": 0.04619, "loss_rpn_bbox": 0.04458, "loss_cls": 0.25653, "acc": 91.93604, "loss_bbox": 0.26468, "loss_mask": 0.27496, "loss": 0.88694, "time": 0.6852} {"mode": "train", "epoch": 3, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.02027, "loss_rpn_cls": 0.04479, "loss_rpn_bbox": 0.04213, "loss_cls": 0.25268, "acc": 92.06883, "loss_bbox": 0.26083, "loss_mask": 0.27805, "loss": 0.87849, "time": 0.67257} {"mode": "train", "epoch": 3, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.02501, "loss_rpn_cls": 0.04232, "loss_rpn_bbox": 0.04448, "loss_cls": 0.26609, "acc": 91.65796, "loss_bbox": 0.27142, "loss_mask": 0.2775, "loss": 0.90182, "time": 0.67321} {"mode": "train", "epoch": 3, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.01666, "loss_rpn_cls": 0.04516, "loss_rpn_bbox": 0.04463, "loss_cls": 0.25369, "acc": 91.96924, "loss_bbox": 0.26343, "loss_mask": 0.2767, "loss": 0.88361, "time": 0.66813} {"mode": "train", "epoch": 3, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.01782, "loss_rpn_cls": 0.04276, "loss_rpn_bbox": 0.0438, "loss_cls": 0.2532, "acc": 91.99878, "loss_bbox": 0.26596, "loss_mask": 0.27591, "loss": 0.88163, "time": 0.67031} {"mode": "train", "epoch": 3, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.01662, "loss_rpn_cls": 0.04398, "loss_rpn_bbox": 0.04082, "loss_cls": 0.24518, "acc": 92.21167, "loss_bbox": 0.25629, "loss_mask": 0.26794, "loss": 0.85422, "time": 0.66309} {"mode": "train", "epoch": 3, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.01718, "loss_rpn_cls": 0.04267, "loss_rpn_bbox": 0.04119, "loss_cls": 0.24881, "acc": 92.21214, "loss_bbox": 0.25536, "loss_mask": 0.27388, "loss": 0.86191, "time": 0.66274} {"mode": "train", "epoch": 3, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.01915, "loss_rpn_cls": 0.04166, "loss_rpn_bbox": 0.04222, "loss_cls": 0.25286, "acc": 92.0166, "loss_bbox": 0.26554, "loss_mask": 0.26816, "loss": 0.87043, "time": 0.68114} {"mode": "train", "epoch": 3, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.01593, "loss_rpn_cls": 0.04237, "loss_rpn_bbox": 0.04326, "loss_cls": 0.24101, "acc": 92.14233, "loss_bbox": 0.26234, "loss_mask": 0.27018, "loss": 0.85916, "time": 0.6755} {"mode": "train", "epoch": 3, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.01549, "loss_rpn_cls": 0.03811, "loss_rpn_bbox": 0.04115, "loss_cls": 0.24414, "acc": 92.02246, "loss_bbox": 0.26047, "loss_mask": 0.26402, "loss": 0.8479, "time": 0.68001} {"mode": "train", "epoch": 3, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.01708, "loss_rpn_cls": 0.04648, "loss_rpn_bbox": 0.04537, "loss_cls": 0.25569, "acc": 91.92456, "loss_bbox": 0.26526, "loss_mask": 0.26635, "loss": 0.87915, "time": 0.67445} {"mode": "train", "epoch": 3, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.01493, "loss_rpn_cls": 0.04007, "loss_rpn_bbox": 0.03891, "loss_cls": 0.23886, "acc": 92.53833, "loss_bbox": 0.24482, "loss_mask": 0.2678, "loss": 0.83047, "time": 0.66042} {"mode": "train", "epoch": 3, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01957, "loss_rpn_cls": 0.04842, "loss_rpn_bbox": 0.04432, "loss_cls": 0.25337, "acc": 91.93262, "loss_bbox": 0.26506, "loss_mask": 0.27536, "loss": 0.88652, "time": 0.67399} {"mode": "train", "epoch": 3, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.016, "loss_rpn_cls": 0.04708, "loss_rpn_bbox": 0.04391, "loss_cls": 0.24512, "acc": 92.23413, "loss_bbox": 0.25822, "loss_mask": 0.26885, "loss": 0.86318, "time": 0.67002} {"mode": "train", "epoch": 3, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.0209, "loss_rpn_cls": 0.04642, "loss_rpn_bbox": 0.04386, "loss_cls": 0.25908, "acc": 91.79736, "loss_bbox": 0.27113, "loss_mask": 0.27194, "loss": 0.89243, "time": 0.67159} {"mode": "train", "epoch": 3, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.01737, "loss_rpn_cls": 0.04164, "loss_rpn_bbox": 0.04355, "loss_cls": 0.24352, "acc": 92.11768, "loss_bbox": 0.26087, "loss_mask": 0.26505, "loss": 0.85463, "time": 0.67456} {"mode": "train", "epoch": 3, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.02143, "loss_rpn_cls": 0.0495, "loss_rpn_bbox": 0.04679, "loss_cls": 0.25083, "acc": 92.06494, "loss_bbox": 0.26631, "loss_mask": 0.277, "loss": 0.89043, "time": 0.6705} {"mode": "train", "epoch": 3, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.02095, "loss_rpn_cls": 0.04069, "loss_rpn_bbox": 0.04092, "loss_cls": 0.23828, "acc": 92.39974, "loss_bbox": 0.24719, "loss_mask": 0.26743, "loss": 0.83451, "time": 0.67646} {"mode": "train", "epoch": 3, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01792, "loss_rpn_cls": 0.04298, "loss_rpn_bbox": 0.04551, "loss_cls": 0.23968, "acc": 92.30713, "loss_bbox": 0.25381, "loss_mask": 0.27077, "loss": 0.85276, "time": 0.67231} {"mode": "train", "epoch": 3, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01719, "loss_rpn_cls": 0.04438, "loss_rpn_bbox": 0.04493, "loss_cls": 0.25285, "acc": 92.10303, "loss_bbox": 0.26366, "loss_mask": 0.27522, "loss": 0.88103, "time": 0.67176} {"mode": "train", "epoch": 3, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.01764, "loss_rpn_cls": 0.04335, "loss_rpn_bbox": 0.0411, "loss_cls": 0.25049, "acc": 92.19946, "loss_bbox": 0.25892, "loss_mask": 0.26439, "loss": 0.85825, "time": 0.66749} {"mode": "train", "epoch": 3, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.01884, "loss_rpn_cls": 0.04257, "loss_rpn_bbox": 0.04101, "loss_cls": 0.24011, "acc": 92.34204, "loss_bbox": 0.2515, "loss_mask": 0.26178, "loss": 0.83698, "time": 0.66775} {"mode": "train", "epoch": 3, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.01564, "loss_rpn_cls": 0.04009, "loss_rpn_bbox": 0.04251, "loss_cls": 0.24165, "acc": 92.22632, "loss_bbox": 0.25697, "loss_mask": 0.26044, "loss": 0.84166, "time": 0.66216} {"mode": "train", "epoch": 3, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.01787, "loss_rpn_cls": 0.04205, "loss_rpn_bbox": 0.0438, "loss_cls": 0.25006, "acc": 91.99927, "loss_bbox": 0.26426, "loss_mask": 0.27135, "loss": 0.87153, "time": 0.66487} {"mode": "train", "epoch": 3, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.01611, "loss_rpn_cls": 0.0401, "loss_rpn_bbox": 0.04093, "loss_cls": 0.24354, "acc": 92.32638, "loss_bbox": 0.25184, "loss_mask": 0.27247, "loss": 0.84888, "time": 0.67238} {"mode": "train", "epoch": 3, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.01782, "loss_rpn_cls": 0.04466, "loss_rpn_bbox": 0.04428, "loss_cls": 0.25374, "acc": 92.05225, "loss_bbox": 0.26267, "loss_mask": 0.27229, "loss": 0.87764, "time": 0.66247} {"mode": "train", "epoch": 3, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.02116, "loss_rpn_cls": 0.04276, "loss_rpn_bbox": 0.04534, "loss_cls": 0.25052, "acc": 91.90942, "loss_bbox": 0.26866, "loss_mask": 0.27639, "loss": 0.88368, "time": 0.68341} {"mode": "train", "epoch": 3, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.02354, "loss_rpn_cls": 0.042, "loss_rpn_bbox": 0.04157, "loss_cls": 0.22939, "acc": 92.73028, "loss_bbox": 0.24656, "loss_mask": 0.26862, "loss": 0.82813, "time": 0.65942} {"mode": "train", "epoch": 3, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.01754, "loss_rpn_cls": 0.0416, "loss_rpn_bbox": 0.04338, "loss_cls": 0.24011, "acc": 92.25757, "loss_bbox": 0.26036, "loss_mask": 0.27977, "loss": 0.86521, "time": 0.67893} {"mode": "train", "epoch": 3, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.01841, "loss_rpn_cls": 0.04245, "loss_rpn_bbox": 0.04316, "loss_cls": 0.2362, "acc": 92.29761, "loss_bbox": 0.25572, "loss_mask": 0.25867, "loss": 0.83621, "time": 0.67168} {"mode": "train", "epoch": 3, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.02103, "loss_rpn_cls": 0.04309, "loss_rpn_bbox": 0.04369, "loss_cls": 0.25485, "acc": 91.93237, "loss_bbox": 0.26749, "loss_mask": 0.26586, "loss": 0.87497, "time": 0.67263} {"mode": "train", "epoch": 3, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.01978, "loss_rpn_cls": 0.03874, "loss_rpn_bbox": 0.04392, "loss_cls": 0.2463, "acc": 91.97681, "loss_bbox": 0.26504, "loss_mask": 0.27791, "loss": 0.8719, "time": 0.67738} {"mode": "train", "epoch": 3, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.01623, "loss_rpn_cls": 0.03899, "loss_rpn_bbox": 0.04078, "loss_cls": 0.24766, "acc": 92.02856, "loss_bbox": 0.25884, "loss_mask": 0.26549, "loss": 0.85176, "time": 0.66843} {"mode": "train", "epoch": 3, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.01726, "loss_rpn_cls": 0.04143, "loss_rpn_bbox": 0.04121, "loss_cls": 0.23919, "acc": 92.34668, "loss_bbox": 0.25138, "loss_mask": 0.27651, "loss": 0.84972, "time": 0.66454} {"mode": "train", "epoch": 3, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.02045, "loss_rpn_cls": 0.04602, "loss_rpn_bbox": 0.04407, "loss_cls": 0.24827, "acc": 92.11841, "loss_bbox": 0.26425, "loss_mask": 0.27264, "loss": 0.87527, "time": 0.67786} {"mode": "train", "epoch": 3, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.01784, "loss_rpn_cls": 0.04288, "loss_rpn_bbox": 0.04128, "loss_cls": 0.25012, "acc": 92.1604, "loss_bbox": 0.25753, "loss_mask": 0.2701, "loss": 0.86191, "time": 0.6731} {"mode": "train", "epoch": 3, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.02041, "loss_rpn_cls": 0.04221, "loss_rpn_bbox": 0.041, "loss_cls": 0.24582, "acc": 92.18237, "loss_bbox": 0.26227, "loss_mask": 0.27196, "loss": 0.86326, "time": 0.67186} {"mode": "train", "epoch": 3, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.01875, "loss_rpn_cls": 0.04315, "loss_rpn_bbox": 0.04418, "loss_cls": 0.24345, "acc": 92.28564, "loss_bbox": 0.25749, "loss_mask": 0.26265, "loss": 0.85092, "time": 0.66308} {"mode": "train", "epoch": 3, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.02043, "loss_rpn_cls": 0.04286, "loss_rpn_bbox": 0.04589, "loss_cls": 0.2582, "acc": 91.70605, "loss_bbox": 0.27311, "loss_mask": 0.27658, "loss": 0.89663, "time": 0.66732} {"mode": "train", "epoch": 3, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.01773, "loss_rpn_cls": 0.04708, "loss_rpn_bbox": 0.04391, "loss_cls": 0.25092, "acc": 92.0752, "loss_bbox": 0.26097, "loss_mask": 0.26832, "loss": 0.8712, "time": 0.66867} {"mode": "train", "epoch": 3, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.02063, "loss_rpn_cls": 0.04137, "loss_rpn_bbox": 0.04454, "loss_cls": 0.24336, "acc": 92.19922, "loss_bbox": 0.26228, "loss_mask": 0.27691, "loss": 0.86846, "time": 0.67633} {"mode": "train", "epoch": 3, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.01936, "loss_rpn_cls": 0.04364, "loss_rpn_bbox": 0.04382, "loss_cls": 0.25191, "acc": 92.02563, "loss_bbox": 0.26069, "loss_mask": 0.27331, "loss": 0.87338, "time": 0.6632} {"mode": "train", "epoch": 3, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.01862, "loss_rpn_cls": 0.04226, "loss_rpn_bbox": 0.04264, "loss_cls": 0.23958, "acc": 92.42383, "loss_bbox": 0.25078, "loss_mask": 0.26463, "loss": 0.83989, "time": 0.67057} {"mode": "train", "epoch": 3, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.02031, "loss_rpn_cls": 0.0454, "loss_rpn_bbox": 0.0428, "loss_cls": 0.24788, "acc": 92.11328, "loss_bbox": 0.26425, "loss_mask": 0.26441, "loss": 0.86473, "time": 0.67546} {"mode": "train", "epoch": 3, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.01939, "loss_rpn_cls": 0.0408, "loss_rpn_bbox": 0.04313, "loss_cls": 0.25071, "acc": 91.97803, "loss_bbox": 0.26633, "loss_mask": 0.26932, "loss": 0.8703, "time": 0.68709} {"mode": "train", "epoch": 3, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.01984, "loss_rpn_cls": 0.03752, "loss_rpn_bbox": 0.03762, "loss_cls": 0.23384, "acc": 92.5481, "loss_bbox": 0.24581, "loss_mask": 0.26483, "loss": 0.81962, "time": 0.66623} {"mode": "train", "epoch": 3, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.01858, "loss_rpn_cls": 0.04308, "loss_rpn_bbox": 0.04296, "loss_cls": 0.24823, "acc": 92.04077, "loss_bbox": 0.26013, "loss_mask": 0.26592, "loss": 0.86032, "time": 0.6724} {"mode": "train", "epoch": 3, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.01905, "loss_rpn_cls": 0.04109, "loss_rpn_bbox": 0.04278, "loss_cls": 0.24122, "acc": 92.24023, "loss_bbox": 0.25824, "loss_mask": 0.26844, "loss": 0.85176, "time": 0.69002} {"mode": "train", "epoch": 3, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.01651, "loss_rpn_cls": 0.03816, "loss_rpn_bbox": 0.03955, "loss_cls": 0.23524, "acc": 92.3606, "loss_bbox": 0.25572, "loss_mask": 0.25736, "loss": 0.82603, "time": 0.66573} {"mode": "train", "epoch": 3, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.01864, "loss_rpn_cls": 0.04137, "loss_rpn_bbox": 0.0425, "loss_cls": 0.24106, "acc": 92.22656, "loss_bbox": 0.26203, "loss_mask": 0.26674, "loss": 0.8537, "time": 0.66209} {"mode": "train", "epoch": 3, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.02038, "loss_rpn_cls": 0.03903, "loss_rpn_bbox": 0.03986, "loss_cls": 0.24575, "acc": 92.28882, "loss_bbox": 0.25449, "loss_mask": 0.26734, "loss": 0.84648, "time": 0.67484} {"mode": "train", "epoch": 3, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.01914, "loss_rpn_cls": 0.04304, "loss_rpn_bbox": 0.04241, "loss_cls": 0.25125, "acc": 91.84131, "loss_bbox": 0.26487, "loss_mask": 0.26651, "loss": 0.86806, "time": 0.67273} {"mode": "train", "epoch": 3, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.02173, "loss_rpn_cls": 0.04718, "loss_rpn_bbox": 0.04588, "loss_cls": 0.24421, "acc": 92.07568, "loss_bbox": 0.26697, "loss_mask": 0.27694, "loss": 0.88118, "time": 0.67841} {"mode": "train", "epoch": 3, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.01778, "loss_rpn_cls": 0.03731, "loss_rpn_bbox": 0.03836, "loss_cls": 0.23401, "acc": 92.51147, "loss_bbox": 0.24344, "loss_mask": 0.26487, "loss": 0.81798, "time": 0.67384} {"mode": "train", "epoch": 3, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.01701, "loss_rpn_cls": 0.04312, "loss_rpn_bbox": 0.04113, "loss_cls": 0.2425, "acc": 92.25073, "loss_bbox": 0.25127, "loss_mask": 0.27373, "loss": 0.85176, "time": 0.665} {"mode": "train", "epoch": 3, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01773, "loss_rpn_cls": 0.04176, "loss_rpn_bbox": 0.04231, "loss_cls": 0.25184, "acc": 91.88306, "loss_bbox": 0.26743, "loss_mask": 0.26606, "loss": 0.86939, "time": 0.67773} {"mode": "train", "epoch": 3, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.01763, "loss_rpn_cls": 0.03933, "loss_rpn_bbox": 0.04087, "loss_cls": 0.24365, "acc": 92.05444, "loss_bbox": 0.26499, "loss_mask": 0.26921, "loss": 0.85805, "time": 0.66486} {"mode": "train", "epoch": 3, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01778, "loss_rpn_cls": 0.04106, "loss_rpn_bbox": 0.04225, "loss_cls": 0.23395, "acc": 92.48096, "loss_bbox": 0.24925, "loss_mask": 0.25775, "loss": 0.82426, "time": 0.66603} {"mode": "train", "epoch": 3, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.01605, "loss_rpn_cls": 0.04155, "loss_rpn_bbox": 0.04338, "loss_cls": 0.24225, "acc": 92.1602, "loss_bbox": 0.26673, "loss_mask": 0.26854, "loss": 0.86245, "time": 0.66747} {"mode": "train", "epoch": 3, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.01986, "loss_rpn_cls": 0.04234, "loss_rpn_bbox": 0.04155, "loss_cls": 0.2372, "acc": 92.3741, "loss_bbox": 0.25373, "loss_mask": 0.26981, "loss": 0.84464, "time": 0.67007} {"mode": "train", "epoch": 3, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.01792, "loss_rpn_cls": 0.04509, "loss_rpn_bbox": 0.04441, "loss_cls": 0.24577, "acc": 92.05371, "loss_bbox": 0.26226, "loss_mask": 0.26598, "loss": 0.86351, "time": 0.67857} {"mode": "train", "epoch": 3, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.01921, "loss_rpn_cls": 0.0421, "loss_rpn_bbox": 0.04065, "loss_cls": 0.23555, "acc": 92.35034, "loss_bbox": 0.25067, "loss_mask": 0.26369, "loss": 0.83266, "time": 0.6771} {"mode": "train", "epoch": 3, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.01934, "loss_rpn_cls": 0.04161, "loss_rpn_bbox": 0.04356, "loss_cls": 0.24571, "acc": 92.01587, "loss_bbox": 0.2613, "loss_mask": 0.27182, "loss": 0.86401, "time": 0.66818} {"mode": "train", "epoch": 3, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.01913, "loss_rpn_cls": 0.04198, "loss_rpn_bbox": 0.04533, "loss_cls": 0.25092, "acc": 91.9104, "loss_bbox": 0.26903, "loss_mask": 0.26918, "loss": 0.87645, "time": 0.67891} {"mode": "train", "epoch": 3, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.01782, "loss_rpn_cls": 0.04218, "loss_rpn_bbox": 0.04384, "loss_cls": 0.23784, "acc": 92.32373, "loss_bbox": 0.25592, "loss_mask": 0.27133, "loss": 0.85111, "time": 0.66331} {"mode": "train", "epoch": 3, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.01893, "loss_rpn_cls": 0.04691, "loss_rpn_bbox": 0.04563, "loss_cls": 0.26696, "acc": 91.61792, "loss_bbox": 0.27572, "loss_mask": 0.27464, "loss": 0.90986, "time": 0.66867} {"mode": "train", "epoch": 3, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01829, "loss_rpn_cls": 0.0422, "loss_rpn_bbox": 0.0437, "loss_cls": 0.24698, "acc": 92.00879, "loss_bbox": 0.26379, "loss_mask": 0.26677, "loss": 0.86344, "time": 0.67595} {"mode": "train", "epoch": 3, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01781, "loss_rpn_cls": 0.03972, "loss_rpn_bbox": 0.04159, "loss_cls": 0.24276, "acc": 92.40576, "loss_bbox": 0.24994, "loss_mask": 0.26354, "loss": 0.83755, "time": 0.67229} {"mode": "train", "epoch": 3, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01896, "loss_rpn_cls": 0.04434, "loss_rpn_bbox": 0.04374, "loss_cls": 0.2427, "acc": 92.33618, "loss_bbox": 0.2547, "loss_mask": 0.26973, "loss": 0.85521, "time": 0.67271} {"mode": "train", "epoch": 3, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01734, "loss_rpn_cls": 0.04373, "loss_rpn_bbox": 0.0431, "loss_cls": 0.24236, "acc": 92.2957, "loss_bbox": 0.25596, "loss_mask": 0.26584, "loss": 0.85098, "time": 0.67058} {"mode": "train", "epoch": 3, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.01791, "loss_rpn_cls": 0.03983, "loss_rpn_bbox": 0.04275, "loss_cls": 0.23581, "acc": 92.25666, "loss_bbox": 0.25652, "loss_mask": 0.2651, "loss": 0.84001, "time": 0.68354} {"mode": "train", "epoch": 3, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.01912, "loss_rpn_cls": 0.04051, "loss_rpn_bbox": 0.04138, "loss_cls": 0.24747, "acc": 91.94507, "loss_bbox": 0.26256, "loss_mask": 0.26509, "loss": 0.85701, "time": 0.67226} {"mode": "train", "epoch": 3, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01805, "loss_rpn_cls": 0.04654, "loss_rpn_bbox": 0.04534, "loss_cls": 0.25527, "acc": 91.94849, "loss_bbox": 0.26201, "loss_mask": 0.27358, "loss": 0.88274, "time": 0.6673} {"mode": "train", "epoch": 3, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.0186, "loss_rpn_cls": 0.04393, "loss_rpn_bbox": 0.04387, "loss_cls": 0.24161, "acc": 92.15918, "loss_bbox": 0.26181, "loss_mask": 0.26487, "loss": 0.85609, "time": 0.66683} {"mode": "train", "epoch": 3, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.01767, "loss_rpn_cls": 0.04084, "loss_rpn_bbox": 0.04111, "loss_cls": 0.23651, "acc": 92.26144, "loss_bbox": 0.25722, "loss_mask": 0.2649, "loss": 0.84057, "time": 0.67402} {"mode": "train", "epoch": 3, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.02116, "loss_rpn_cls": 0.03636, "loss_rpn_bbox": 0.0411, "loss_cls": 0.23252, "acc": 92.40323, "loss_bbox": 0.25321, "loss_mask": 0.25601, "loss": 0.81921, "time": 0.67784} {"mode": "train", "epoch": 3, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.01769, "loss_rpn_cls": 0.04397, "loss_rpn_bbox": 0.04177, "loss_cls": 0.23725, "acc": 92.40991, "loss_bbox": 0.25177, "loss_mask": 0.26521, "loss": 0.83997, "time": 0.67413} {"mode": "train", "epoch": 3, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01788, "loss_rpn_cls": 0.0458, "loss_rpn_bbox": 0.04322, "loss_cls": 0.24703, "acc": 92.20703, "loss_bbox": 0.26245, "loss_mask": 0.27049, "loss": 0.86898, "time": 0.67312} {"mode": "train", "epoch": 3, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.01742, "loss_rpn_cls": 0.04147, "loss_rpn_bbox": 0.04202, "loss_cls": 0.24765, "acc": 91.94504, "loss_bbox": 0.26237, "loss_mask": 0.26634, "loss": 0.85986, "time": 0.67041} {"mode": "train", "epoch": 3, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.01886, "loss_rpn_cls": 0.04367, "loss_rpn_bbox": 0.04362, "loss_cls": 0.24554, "acc": 92.15063, "loss_bbox": 0.25344, "loss_mask": 0.26931, "loss": 0.85558, "time": 0.68303} {"mode": "train", "epoch": 3, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.01793, "loss_rpn_cls": 0.04528, "loss_rpn_bbox": 0.04461, "loss_cls": 0.24053, "acc": 92.16772, "loss_bbox": 0.26033, "loss_mask": 0.26773, "loss": 0.85847, "time": 0.66203} {"mode": "train", "epoch": 3, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01748, "loss_rpn_cls": 0.04108, "loss_rpn_bbox": 0.04356, "loss_cls": 0.24, "acc": 92.22339, "loss_bbox": 0.26438, "loss_mask": 0.26607, "loss": 0.85508, "time": 0.68593} {"mode": "train", "epoch": 3, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01704, "loss_rpn_cls": 0.04155, "loss_rpn_bbox": 0.04088, "loss_cls": 0.23965, "acc": 92.2439, "loss_bbox": 0.25537, "loss_mask": 0.26625, "loss": 0.8437, "time": 0.66965} {"mode": "train", "epoch": 3, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.02021, "loss_rpn_cls": 0.04069, "loss_rpn_bbox": 0.0433, "loss_cls": 0.24152, "acc": 92.05371, "loss_bbox": 0.26826, "loss_mask": 0.27151, "loss": 0.86527, "time": 0.67656} {"mode": "train", "epoch": 3, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.01915, "loss_rpn_cls": 0.04126, "loss_rpn_bbox": 0.04297, "loss_cls": 0.23875, "acc": 92.29077, "loss_bbox": 0.25603, "loss_mask": 0.26688, "loss": 0.84589, "time": 0.66907} {"mode": "train", "epoch": 3, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.01715, "loss_rpn_cls": 0.0382, "loss_rpn_bbox": 0.03768, "loss_cls": 0.23888, "acc": 92.39526, "loss_bbox": 0.24625, "loss_mask": 0.25917, "loss": 0.82018, "time": 0.65635} {"mode": "train", "epoch": 3, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01642, "loss_rpn_cls": 0.04451, "loss_rpn_bbox": 0.04031, "loss_cls": 0.23489, "acc": 92.39673, "loss_bbox": 0.24844, "loss_mask": 0.25819, "loss": 0.82633, "time": 0.67281} {"mode": "train", "epoch": 3, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.01678, "loss_rpn_cls": 0.04161, "loss_rpn_bbox": 0.03992, "loss_cls": 0.23577, "acc": 92.5166, "loss_bbox": 0.25256, "loss_mask": 0.26517, "loss": 0.83502, "time": 0.65866} {"mode": "train", "epoch": 3, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01643, "loss_rpn_cls": 0.04297, "loss_rpn_bbox": 0.04349, "loss_cls": 0.24054, "acc": 92.21289, "loss_bbox": 0.25621, "loss_mask": 0.26944, "loss": 0.85265, "time": 0.66659} {"mode": "train", "epoch": 3, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.01797, "loss_rpn_cls": 0.04206, "loss_rpn_bbox": 0.04389, "loss_cls": 0.24409, "acc": 92.22474, "loss_bbox": 0.26079, "loss_mask": 0.26379, "loss": 0.85462, "time": 0.67594} {"mode": "train", "epoch": 3, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.01678, "loss_rpn_cls": 0.04319, "loss_rpn_bbox": 0.04024, "loss_cls": 0.24639, "acc": 92.0686, "loss_bbox": 0.25804, "loss_mask": 0.26484, "loss": 0.8527, "time": 0.6622} {"mode": "train", "epoch": 3, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.01999, "loss_rpn_cls": 0.04079, "loss_rpn_bbox": 0.04216, "loss_cls": 0.2457, "acc": 92.13501, "loss_bbox": 0.2583, "loss_mask": 0.26638, "loss": 0.85334, "time": 0.66623} {"mode": "train", "epoch": 3, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.0191, "loss_rpn_cls": 0.04052, "loss_rpn_bbox": 0.04258, "loss_cls": 0.24869, "acc": 92.01123, "loss_bbox": 0.26292, "loss_mask": 0.27283, "loss": 0.86753, "time": 0.67151} {"mode": "train", "epoch": 3, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.01833, "loss_rpn_cls": 0.0416, "loss_rpn_bbox": 0.04058, "loss_cls": 0.24158, "acc": 92.32349, "loss_bbox": 0.252, "loss_mask": 0.26027, "loss": 0.83603, "time": 0.6723} {"mode": "train", "epoch": 3, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.0176, "loss_rpn_cls": 0.03991, "loss_rpn_bbox": 0.04437, "loss_cls": 0.2469, "acc": 91.80688, "loss_bbox": 0.26696, "loss_mask": 0.27011, "loss": 0.86824, "time": 0.68143} {"mode": "train", "epoch": 3, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.01813, "loss_rpn_cls": 0.04195, "loss_rpn_bbox": 0.04397, "loss_cls": 0.24635, "acc": 92.05737, "loss_bbox": 0.26619, "loss_mask": 0.27193, "loss": 0.87038, "time": 0.66932} {"mode": "train", "epoch": 3, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.0176, "loss_rpn_cls": 0.04079, "loss_rpn_bbox": 0.03945, "loss_cls": 0.2385, "acc": 92.45679, "loss_bbox": 0.25584, "loss_mask": 0.26499, "loss": 0.83957, "time": 0.67217} {"mode": "train", "epoch": 3, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.01889, "loss_rpn_cls": 0.0412, "loss_rpn_bbox": 0.04325, "loss_cls": 0.25436, "acc": 91.75928, "loss_bbox": 0.2717, "loss_mask": 0.27036, "loss": 0.88087, "time": 0.6813} {"mode": "train", "epoch": 3, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.02141, "loss_rpn_cls": 0.04076, "loss_rpn_bbox": 0.04271, "loss_cls": 0.25377, "acc": 91.9436, "loss_bbox": 0.26149, "loss_mask": 0.27067, "loss": 0.8694, "time": 0.68043} {"mode": "train", "epoch": 3, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.01727, "loss_rpn_cls": 0.04382, "loss_rpn_bbox": 0.04481, "loss_cls": 0.2462, "acc": 91.9375, "loss_bbox": 0.26534, "loss_mask": 0.26925, "loss": 0.86942, "time": 0.6746} {"mode": "train", "epoch": 3, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.01959, "loss_rpn_cls": 0.03813, "loss_rpn_bbox": 0.0404, "loss_cls": 0.24449, "acc": 92.14697, "loss_bbox": 0.25724, "loss_mask": 0.25959, "loss": 0.83985, "time": 0.68309} {"mode": "train", "epoch": 3, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.02139, "loss_rpn_cls": 0.0438, "loss_rpn_bbox": 0.04475, "loss_cls": 0.24688, "acc": 91.83618, "loss_bbox": 0.27268, "loss_mask": 0.27273, "loss": 0.88084, "time": 0.67015} {"mode": "train", "epoch": 3, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.02102, "loss_rpn_cls": 0.04269, "loss_rpn_bbox": 0.04194, "loss_cls": 0.23972, "acc": 92.29736, "loss_bbox": 0.25134, "loss_mask": 0.25708, "loss": 0.83277, "time": 0.67351} {"mode": "train", "epoch": 3, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.01766, "loss_rpn_cls": 0.04147, "loss_rpn_bbox": 0.04039, "loss_cls": 0.24064, "acc": 92.28198, "loss_bbox": 0.25238, "loss_mask": 0.25909, "loss": 0.83396, "time": 0.66882} {"mode": "train", "epoch": 3, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.02341, "loss_rpn_cls": 0.04019, "loss_rpn_bbox": 0.04212, "loss_cls": 0.24083, "acc": 92.27295, "loss_bbox": 0.25156, "loss_mask": 0.27095, "loss": 0.84565, "time": 0.67323} {"mode": "train", "epoch": 3, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.01719, "loss_rpn_cls": 0.04607, "loss_rpn_bbox": 0.04227, "loss_cls": 0.24319, "acc": 92.15015, "loss_bbox": 0.25856, "loss_mask": 0.26233, "loss": 0.85241, "time": 0.67813} {"mode": "train", "epoch": 3, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.01663, "loss_rpn_cls": 0.03912, "loss_rpn_bbox": 0.03898, "loss_cls": 0.23696, "acc": 92.49609, "loss_bbox": 0.24721, "loss_mask": 0.25888, "loss": 0.82115, "time": 0.66982} {"mode": "train", "epoch": 3, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.0167, "loss_rpn_cls": 0.04057, "loss_rpn_bbox": 0.04112, "loss_cls": 0.2438, "acc": 92.24072, "loss_bbox": 0.25247, "loss_mask": 0.26226, "loss": 0.84022, "time": 0.66537} {"mode": "train", "epoch": 3, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.0194, "loss_rpn_cls": 0.04284, "loss_rpn_bbox": 0.04323, "loss_cls": 0.25486, "acc": 91.75708, "loss_bbox": 0.26468, "loss_mask": 0.26897, "loss": 0.87457, "time": 0.67622} {"mode": "train", "epoch": 3, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.01765, "loss_rpn_cls": 0.04194, "loss_rpn_bbox": 0.04223, "loss_cls": 0.25349, "acc": 91.93185, "loss_bbox": 0.26725, "loss_mask": 0.26899, "loss": 0.87391, "time": 0.67208} {"mode": "train", "epoch": 3, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.01655, "loss_rpn_cls": 0.04207, "loss_rpn_bbox": 0.04118, "loss_cls": 0.24905, "acc": 91.89746, "loss_bbox": 0.26407, "loss_mask": 0.26537, "loss": 0.86174, "time": 0.67165} {"mode": "train", "epoch": 3, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.01967, "loss_rpn_cls": 0.04132, "loss_rpn_bbox": 0.0427, "loss_cls": 0.24678, "acc": 92.09253, "loss_bbox": 0.26058, "loss_mask": 0.27044, "loss": 0.86182, "time": 0.68136} {"mode": "train", "epoch": 3, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.01934, "loss_rpn_cls": 0.04138, "loss_rpn_bbox": 0.04198, "loss_cls": 0.24499, "acc": 91.96631, "loss_bbox": 0.2595, "loss_mask": 0.26568, "loss": 0.85352, "time": 0.67692} {"mode": "train", "epoch": 3, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01841, "loss_rpn_cls": 0.04054, "loss_rpn_bbox": 0.04184, "loss_cls": 0.23237, "acc": 92.53558, "loss_bbox": 0.25233, "loss_mask": 0.26096, "loss": 0.82803, "time": 0.66368} {"mode": "train", "epoch": 3, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.02004, "loss_rpn_cls": 0.04063, "loss_rpn_bbox": 0.04417, "loss_cls": 0.23746, "acc": 92.20117, "loss_bbox": 0.25758, "loss_mask": 0.26091, "loss": 0.84076, "time": 0.67115} {"mode": "train", "epoch": 3, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.01677, "loss_rpn_cls": 0.03902, "loss_rpn_bbox": 0.04148, "loss_cls": 0.23243, "acc": 92.52783, "loss_bbox": 0.25343, "loss_mask": 0.25784, "loss": 0.8242, "time": 0.67311} {"mode": "train", "epoch": 3, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.02036, "loss_rpn_cls": 0.04285, "loss_rpn_bbox": 0.04522, "loss_cls": 0.24955, "acc": 91.91895, "loss_bbox": 0.27127, "loss_mask": 0.27154, "loss": 0.88043, "time": 0.66829} {"mode": "train", "epoch": 3, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01858, "loss_rpn_cls": 0.03792, "loss_rpn_bbox": 0.0404, "loss_cls": 0.24085, "acc": 92.20312, "loss_bbox": 0.25448, "loss_mask": 0.25281, "loss": 0.82647, "time": 0.66075} {"mode": "train", "epoch": 3, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.01598, "loss_rpn_cls": 0.0415, "loss_rpn_bbox": 0.04124, "loss_cls": 0.235, "acc": 92.5144, "loss_bbox": 0.24932, "loss_mask": 0.26143, "loss": 0.82848, "time": 0.6611} {"mode": "train", "epoch": 3, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.01643, "loss_rpn_cls": 0.04065, "loss_rpn_bbox": 0.0397, "loss_cls": 0.23872, "acc": 92.30566, "loss_bbox": 0.2491, "loss_mask": 0.26043, "loss": 0.82861, "time": 0.665} {"mode": "train", "epoch": 3, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01669, "loss_rpn_cls": 0.04256, "loss_rpn_bbox": 0.04141, "loss_cls": 0.25086, "acc": 91.84717, "loss_bbox": 0.2664, "loss_mask": 0.26929, "loss": 0.87052, "time": 0.66901} {"mode": "train", "epoch": 3, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.01916, "loss_rpn_cls": 0.03748, "loss_rpn_bbox": 0.03976, "loss_cls": 0.23065, "acc": 92.52075, "loss_bbox": 0.24804, "loss_mask": 0.26526, "loss": 0.82119, "time": 0.673} {"mode": "train", "epoch": 3, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.01703, "loss_rpn_cls": 0.04143, "loss_rpn_bbox": 0.04196, "loss_cls": 0.24526, "acc": 92.19043, "loss_bbox": 0.25319, "loss_mask": 0.26363, "loss": 0.84548, "time": 0.67308} {"mode": "train", "epoch": 3, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.01643, "loss_rpn_cls": 0.04071, "loss_rpn_bbox": 0.04155, "loss_cls": 0.23851, "acc": 92.3186, "loss_bbox": 0.2538, "loss_mask": 0.26054, "loss": 0.83511, "time": 0.67056} {"mode": "train", "epoch": 3, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.02531, "loss_rpn_cls": 0.03861, "loss_rpn_bbox": 0.04266, "loss_cls": 0.24568, "acc": 91.97998, "loss_bbox": 0.26527, "loss_mask": 0.26917, "loss": 0.8614, "time": 0.67321} {"mode": "train", "epoch": 3, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.01936, "loss_rpn_cls": 0.03932, "loss_rpn_bbox": 0.04398, "loss_cls": 0.22994, "acc": 92.39824, "loss_bbox": 0.25784, "loss_mask": 0.26237, "loss": 0.83346, "time": 0.66355} {"mode": "train", "epoch": 3, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.01717, "loss_rpn_cls": 0.03712, "loss_rpn_bbox": 0.0402, "loss_cls": 0.22744, "acc": 92.5481, "loss_bbox": 0.24869, "loss_mask": 0.26112, "loss": 0.81457, "time": 0.66761} {"mode": "train", "epoch": 3, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01807, "loss_rpn_cls": 0.03947, "loss_rpn_bbox": 0.04141, "loss_cls": 0.24002, "acc": 92.22925, "loss_bbox": 0.25394, "loss_mask": 0.2636, "loss": 0.83845, "time": 0.67142} {"mode": "train", "epoch": 3, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01943, "loss_rpn_cls": 0.04398, "loss_rpn_bbox": 0.04117, "loss_cls": 0.23927, "acc": 92.29565, "loss_bbox": 0.25437, "loss_mask": 0.25972, "loss": 0.8385, "time": 0.67475} {"mode": "train", "epoch": 3, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.01868, "loss_rpn_cls": 0.03864, "loss_rpn_bbox": 0.04255, "loss_cls": 0.24102, "acc": 92.21265, "loss_bbox": 0.25595, "loss_mask": 0.26171, "loss": 0.83987, "time": 0.67232} {"mode": "train", "epoch": 3, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.01791, "loss_rpn_cls": 0.04171, "loss_rpn_bbox": 0.0445, "loss_cls": 0.2424, "acc": 92.16943, "loss_bbox": 0.25723, "loss_mask": 0.26237, "loss": 0.84821, "time": 0.67929} {"mode": "train", "epoch": 3, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.01985, "loss_rpn_cls": 0.04146, "loss_rpn_bbox": 0.04301, "loss_cls": 0.24211, "acc": 92.15918, "loss_bbox": 0.25834, "loss_mask": 0.2646, "loss": 0.84952, "time": 0.67434} {"mode": "train", "epoch": 3, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.02029, "loss_rpn_cls": 0.03965, "loss_rpn_bbox": 0.04252, "loss_cls": 0.22909, "acc": 92.43018, "loss_bbox": 0.2502, "loss_mask": 0.25974, "loss": 0.82119, "time": 0.67849} {"mode": "train", "epoch": 3, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.02077, "loss_rpn_cls": 0.03766, "loss_rpn_bbox": 0.03976, "loss_cls": 0.23099, "acc": 92.42651, "loss_bbox": 0.25185, "loss_mask": 0.25725, "loss": 0.81751, "time": 0.67581} {"mode": "train", "epoch": 3, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.0178, "loss_rpn_cls": 0.03941, "loss_rpn_bbox": 0.04067, "loss_cls": 0.23711, "acc": 92.29053, "loss_bbox": 0.25389, "loss_mask": 0.25806, "loss": 0.82914, "time": 0.66681} {"mode": "train", "epoch": 3, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.01958, "loss_rpn_cls": 0.03703, "loss_rpn_bbox": 0.03967, "loss_cls": 0.23217, "acc": 92.46436, "loss_bbox": 0.24837, "loss_mask": 0.2591, "loss": 0.81635, "time": 0.66151} {"mode": "train", "epoch": 3, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01902, "loss_rpn_cls": 0.0419, "loss_rpn_bbox": 0.04326, "loss_cls": 0.24482, "acc": 92.08154, "loss_bbox": 0.26175, "loss_mask": 0.26265, "loss": 0.85437, "time": 0.66785} {"mode": "train", "epoch": 3, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.02003, "loss_rpn_cls": 0.04143, "loss_rpn_bbox": 0.04073, "loss_cls": 0.2405, "acc": 92.2002, "loss_bbox": 0.25676, "loss_mask": 0.26314, "loss": 0.84256, "time": 0.67443} {"mode": "val", "epoch": 3, "iter": 625, "lr": 0.0, "bbox_mAP": 0.3993, "bbox_mAP_50": 0.6354, "bbox_mAP_75": 0.4411, "bbox_mAP_s": 0.2583, "bbox_mAP_m": 0.4416, "bbox_mAP_l": 0.5109, "bbox_mAP_copypaste": "0.3993 0.6354 0.4411 0.2583 0.4416 0.5109", "segm_mAP": 0.3698, "segm_mAP_50": 0.603, "segm_mAP_75": 0.3934, "segm_mAP_s": 0.1826, "segm_mAP_m": 0.4082, "segm_mAP_l": 0.5492, "segm_mAP_copypaste": "0.3698 0.6030 0.3934 0.1826 0.4082 0.5492"} {"mode": "train", "epoch": 4, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.71507, "loss_rpn_cls": 0.03852, "loss_rpn_bbox": 0.03933, "loss_cls": 0.22813, "acc": 92.53467, "loss_bbox": 0.24838, "loss_mask": 0.25479, "loss": 0.80916, "time": 1.37292} {"mode": "train", "epoch": 4, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.02085, "loss_rpn_cls": 0.03707, "loss_rpn_bbox": 0.03927, "loss_cls": 0.22909, "acc": 92.46021, "loss_bbox": 0.25255, "loss_mask": 0.25532, "loss": 0.8133, "time": 0.67643} {"mode": "train", "epoch": 4, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.01729, "loss_rpn_cls": 0.03971, "loss_rpn_bbox": 0.04201, "loss_cls": 0.22894, "acc": 92.52612, "loss_bbox": 0.24301, "loss_mask": 0.25719, "loss": 0.81086, "time": 0.67697} {"mode": "train", "epoch": 4, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.01692, "loss_rpn_cls": 0.03994, "loss_rpn_bbox": 0.04054, "loss_cls": 0.23004, "acc": 92.45117, "loss_bbox": 0.24717, "loss_mask": 0.26356, "loss": 0.82125, "time": 0.67641} {"mode": "train", "epoch": 4, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.01832, "loss_rpn_cls": 0.03585, "loss_rpn_bbox": 0.03724, "loss_cls": 0.22453, "acc": 92.62573, "loss_bbox": 0.23892, "loss_mask": 0.25541, "loss": 0.79195, "time": 0.67392} {"mode": "train", "epoch": 4, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.02112, "loss_rpn_cls": 0.03958, "loss_rpn_bbox": 0.04275, "loss_cls": 0.22739, "acc": 92.36523, "loss_bbox": 0.2524, "loss_mask": 0.25825, "loss": 0.82037, "time": 0.66766} {"mode": "train", "epoch": 4, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.01672, "loss_rpn_cls": 0.03904, "loss_rpn_bbox": 0.04117, "loss_cls": 0.23664, "acc": 92.29321, "loss_bbox": 0.2574, "loss_mask": 0.26146, "loss": 0.83571, "time": 0.67179} {"mode": "train", "epoch": 4, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.01868, "loss_rpn_cls": 0.03908, "loss_rpn_bbox": 0.04197, "loss_cls": 0.23095, "acc": 92.36084, "loss_bbox": 0.25539, "loss_mask": 0.26218, "loss": 0.82957, "time": 0.66809} {"mode": "train", "epoch": 4, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.01695, "loss_rpn_cls": 0.03879, "loss_rpn_bbox": 0.04019, "loss_cls": 0.23036, "acc": 92.52954, "loss_bbox": 0.2494, "loss_mask": 0.26224, "loss": 0.82098, "time": 0.66904} {"mode": "train", "epoch": 4, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.01927, "loss_rpn_cls": 0.04282, "loss_rpn_bbox": 0.04331, "loss_cls": 0.24204, "acc": 92.25024, "loss_bbox": 0.25532, "loss_mask": 0.26712, "loss": 0.85063, "time": 0.67211} {"mode": "train", "epoch": 4, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01938, "loss_rpn_cls": 0.03819, "loss_rpn_bbox": 0.04165, "loss_cls": 0.23086, "acc": 92.3125, "loss_bbox": 0.25658, "loss_mask": 0.25664, "loss": 0.82392, "time": 0.68555} {"mode": "train", "epoch": 4, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.01568, "loss_rpn_cls": 0.04035, "loss_rpn_bbox": 0.03977, "loss_cls": 0.23591, "acc": 92.35913, "loss_bbox": 0.24987, "loss_mask": 0.26141, "loss": 0.82731, "time": 0.67953} {"mode": "train", "epoch": 4, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.01867, "loss_rpn_cls": 0.03628, "loss_rpn_bbox": 0.037, "loss_cls": 0.22964, "acc": 92.49878, "loss_bbox": 0.2441, "loss_mask": 0.25587, "loss": 0.80289, "time": 0.66427} {"mode": "train", "epoch": 4, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.01645, "loss_rpn_cls": 0.03831, "loss_rpn_bbox": 0.04329, "loss_cls": 0.23233, "acc": 92.33496, "loss_bbox": 0.25453, "loss_mask": 0.25398, "loss": 0.82244, "time": 0.67407} {"mode": "train", "epoch": 4, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.01937, "loss_rpn_cls": 0.03578, "loss_rpn_bbox": 0.04018, "loss_cls": 0.23059, "acc": 92.49731, "loss_bbox": 0.25453, "loss_mask": 0.25783, "loss": 0.81892, "time": 0.66649} {"mode": "train", "epoch": 4, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.02104, "loss_rpn_cls": 0.04046, "loss_rpn_bbox": 0.04364, "loss_cls": 0.24096, "acc": 92.177, "loss_bbox": 0.26149, "loss_mask": 0.26365, "loss": 0.85021, "time": 0.66937} {"mode": "train", "epoch": 4, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.01748, "loss_rpn_cls": 0.03851, "loss_rpn_bbox": 0.0405, "loss_cls": 0.22311, "acc": 92.70923, "loss_bbox": 0.24415, "loss_mask": 0.25536, "loss": 0.80163, "time": 0.673} {"mode": "train", "epoch": 4, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.0192, "loss_rpn_cls": 0.04099, "loss_rpn_bbox": 0.04376, "loss_cls": 0.23412, "acc": 92.25439, "loss_bbox": 0.25476, "loss_mask": 0.26165, "loss": 0.83527, "time": 0.6676} {"mode": "train", "epoch": 4, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.01702, "loss_rpn_cls": 0.03608, "loss_rpn_bbox": 0.03959, "loss_cls": 0.22798, "acc": 92.57812, "loss_bbox": 0.24869, "loss_mask": 0.25532, "loss": 0.80766, "time": 0.67325} {"mode": "train", "epoch": 4, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.01831, "loss_rpn_cls": 0.03853, "loss_rpn_bbox": 0.04009, "loss_cls": 0.23878, "acc": 92.1001, "loss_bbox": 0.26201, "loss_mask": 0.25935, "loss": 0.83876, "time": 0.6575} {"mode": "train", "epoch": 4, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.02036, "loss_rpn_cls": 0.03875, "loss_rpn_bbox": 0.04019, "loss_cls": 0.24089, "acc": 92.22778, "loss_bbox": 0.25261, "loss_mask": 0.262, "loss": 0.83444, "time": 0.66632} {"mode": "train", "epoch": 4, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.02144, "loss_rpn_cls": 0.04013, "loss_rpn_bbox": 0.04107, "loss_cls": 0.24089, "acc": 92.23755, "loss_bbox": 0.25483, "loss_mask": 0.26459, "loss": 0.84151, "time": 0.66741} {"mode": "train", "epoch": 4, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.01798, "loss_rpn_cls": 0.03631, "loss_rpn_bbox": 0.03814, "loss_cls": 0.22456, "acc": 92.65091, "loss_bbox": 0.2481, "loss_mask": 0.25241, "loss": 0.79952, "time": 0.67055} {"mode": "train", "epoch": 4, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.01477, "loss_rpn_cls": 0.03904, "loss_rpn_bbox": 0.03927, "loss_cls": 0.23073, "acc": 92.4707, "loss_bbox": 0.24021, "loss_mask": 0.26195, "loss": 0.8112, "time": 0.66488} {"mode": "train", "epoch": 4, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.02023, "loss_rpn_cls": 0.03827, "loss_rpn_bbox": 0.04094, "loss_cls": 0.23027, "acc": 92.36979, "loss_bbox": 0.25006, "loss_mask": 0.25824, "loss": 0.81778, "time": 0.67053} {"mode": "train", "epoch": 4, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.01479, "loss_rpn_cls": 0.04136, "loss_rpn_bbox": 0.04203, "loss_cls": 0.2403, "acc": 92.15356, "loss_bbox": 0.25697, "loss_mask": 0.25503, "loss": 0.83569, "time": 0.66693} {"mode": "train", "epoch": 4, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01802, "loss_rpn_cls": 0.03778, "loss_rpn_bbox": 0.03988, "loss_cls": 0.21701, "acc": 92.83691, "loss_bbox": 0.23468, "loss_mask": 0.24685, "loss": 0.77619, "time": 0.67268} {"mode": "train", "epoch": 4, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01922, "loss_rpn_cls": 0.03771, "loss_rpn_bbox": 0.0406, "loss_cls": 0.23184, "acc": 92.40698, "loss_bbox": 0.25029, "loss_mask": 0.26145, "loss": 0.82188, "time": 0.6833} {"mode": "train", "epoch": 4, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.01757, "loss_rpn_cls": 0.0416, "loss_rpn_bbox": 0.04278, "loss_cls": 0.23114, "acc": 92.33496, "loss_bbox": 0.25656, "loss_mask": 0.25364, "loss": 0.82571, "time": 0.67379} {"mode": "train", "epoch": 4, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.01717, "loss_rpn_cls": 0.03827, "loss_rpn_bbox": 0.04028, "loss_cls": 0.23141, "acc": 92.45044, "loss_bbox": 0.24846, "loss_mask": 0.25685, "loss": 0.81528, "time": 0.67015} {"mode": "train", "epoch": 4, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.01842, "loss_rpn_cls": 0.03547, "loss_rpn_bbox": 0.03918, "loss_cls": 0.22717, "acc": 92.50122, "loss_bbox": 0.24964, "loss_mask": 0.26246, "loss": 0.81391, "time": 0.67177} {"mode": "train", "epoch": 4, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.02028, "loss_rpn_cls": 0.03769, "loss_rpn_bbox": 0.04024, "loss_cls": 0.23496, "acc": 92.15341, "loss_bbox": 0.25622, "loss_mask": 0.26047, "loss": 0.82957, "time": 0.67458} {"mode": "train", "epoch": 4, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.02092, "loss_rpn_cls": 0.03997, "loss_rpn_bbox": 0.04269, "loss_cls": 0.24167, "acc": 92.21411, "loss_bbox": 0.25602, "loss_mask": 0.25948, "loss": 0.83982, "time": 0.67435} {"mode": "train", "epoch": 4, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.01783, "loss_rpn_cls": 0.04272, "loss_rpn_bbox": 0.04353, "loss_cls": 0.24888, "acc": 91.86743, "loss_bbox": 0.26334, "loss_mask": 0.26403, "loss": 0.8625, "time": 0.67288} {"mode": "train", "epoch": 4, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.01857, "loss_rpn_cls": 0.03922, "loss_rpn_bbox": 0.03977, "loss_cls": 0.23384, "acc": 92.28149, "loss_bbox": 0.25374, "loss_mask": 0.26056, "loss": 0.82713, "time": 0.67645} {"mode": "train", "epoch": 4, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.0179, "loss_rpn_cls": 0.03882, "loss_rpn_bbox": 0.03921, "loss_cls": 0.23335, "acc": 92.46631, "loss_bbox": 0.24461, "loss_mask": 0.25863, "loss": 0.81461, "time": 0.66662} {"mode": "train", "epoch": 4, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.01788, "loss_rpn_cls": 0.03514, "loss_rpn_bbox": 0.03717, "loss_cls": 0.22456, "acc": 92.75, "loss_bbox": 0.23686, "loss_mask": 0.25173, "loss": 0.78547, "time": 0.66629} {"mode": "train", "epoch": 4, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.01837, "loss_rpn_cls": 0.03986, "loss_rpn_bbox": 0.04082, "loss_cls": 0.23955, "acc": 92.33545, "loss_bbox": 0.25045, "loss_mask": 0.25811, "loss": 0.82879, "time": 0.6748} {"mode": "train", "epoch": 4, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.01818, "loss_rpn_cls": 0.04021, "loss_rpn_bbox": 0.04107, "loss_cls": 0.24201, "acc": 92.18555, "loss_bbox": 0.25385, "loss_mask": 0.25842, "loss": 0.83556, "time": 0.67072} {"mode": "train", "epoch": 4, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.01834, "loss_rpn_cls": 0.03526, "loss_rpn_bbox": 0.03852, "loss_cls": 0.22833, "acc": 92.57935, "loss_bbox": 0.24776, "loss_mask": 0.25806, "loss": 0.80792, "time": 0.67185} {"mode": "train", "epoch": 4, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.01812, "loss_rpn_cls": 0.04105, "loss_rpn_bbox": 0.04227, "loss_cls": 0.23482, "acc": 92.26709, "loss_bbox": 0.25333, "loss_mask": 0.26513, "loss": 0.83658, "time": 0.66632} {"mode": "train", "epoch": 4, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.01874, "loss_rpn_cls": 0.03627, "loss_rpn_bbox": 0.03963, "loss_cls": 0.23089, "acc": 92.38013, "loss_bbox": 0.25322, "loss_mask": 0.25779, "loss": 0.8178, "time": 0.67638} {"mode": "train", "epoch": 4, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.02169, "loss_rpn_cls": 0.03943, "loss_rpn_bbox": 0.04219, "loss_cls": 0.23828, "acc": 92.21069, "loss_bbox": 0.25382, "loss_mask": 0.26306, "loss": 0.83679, "time": 0.6739} {"mode": "train", "epoch": 4, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.01816, "loss_rpn_cls": 0.03925, "loss_rpn_bbox": 0.03998, "loss_cls": 0.24145, "acc": 92.18042, "loss_bbox": 0.25912, "loss_mask": 0.26531, "loss": 0.8451, "time": 0.66505} {"mode": "train", "epoch": 4, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.01883, "loss_rpn_cls": 0.03756, "loss_rpn_bbox": 0.04215, "loss_cls": 0.23659, "acc": 92.32837, "loss_bbox": 0.25648, "loss_mask": 0.25692, "loss": 0.8297, "time": 0.67737} {"mode": "train", "epoch": 4, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.01719, "loss_rpn_cls": 0.03773, "loss_rpn_bbox": 0.03895, "loss_cls": 0.22999, "acc": 92.25952, "loss_bbox": 0.25459, "loss_mask": 0.25722, "loss": 0.81848, "time": 0.6777} {"mode": "train", "epoch": 4, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.01771, "loss_rpn_cls": 0.03848, "loss_rpn_bbox": 0.03876, "loss_cls": 0.23734, "acc": 92.31299, "loss_bbox": 0.24626, "loss_mask": 0.26059, "loss": 0.82142, "time": 0.6625} {"mode": "train", "epoch": 4, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.01742, "loss_rpn_cls": 0.03618, "loss_rpn_bbox": 0.04052, "loss_cls": 0.22511, "acc": 92.51709, "loss_bbox": 0.25329, "loss_mask": 0.25707, "loss": 0.81216, "time": 0.67359} {"mode": "train", "epoch": 4, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.01985, "loss_rpn_cls": 0.03875, "loss_rpn_bbox": 0.04012, "loss_cls": 0.23175, "acc": 92.42627, "loss_bbox": 0.25242, "loss_mask": 0.2579, "loss": 0.82095, "time": 0.67034} {"mode": "train", "epoch": 4, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.01919, "loss_rpn_cls": 0.03596, "loss_rpn_bbox": 0.04175, "loss_cls": 0.23243, "acc": 92.44116, "loss_bbox": 0.24846, "loss_mask": 0.26314, "loss": 0.82174, "time": 0.66738} {"mode": "train", "epoch": 4, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.01727, "loss_rpn_cls": 0.03969, "loss_rpn_bbox": 0.04141, "loss_cls": 0.23004, "acc": 92.61572, "loss_bbox": 0.23945, "loss_mask": 0.25401, "loss": 0.8046, "time": 0.67135} {"mode": "train", "epoch": 4, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.01772, "loss_rpn_cls": 0.04155, "loss_rpn_bbox": 0.04217, "loss_cls": 0.25359, "acc": 91.78223, "loss_bbox": 0.2694, "loss_mask": 0.26922, "loss": 0.87593, "time": 0.66199} {"mode": "train", "epoch": 4, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.01576, "loss_rpn_cls": 0.03593, "loss_rpn_bbox": 0.03873, "loss_cls": 0.22613, "acc": 92.67627, "loss_bbox": 0.24117, "loss_mask": 0.2575, "loss": 0.79946, "time": 0.66429} {"mode": "train", "epoch": 4, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.01848, "loss_rpn_cls": 0.03734, "loss_rpn_bbox": 0.03904, "loss_cls": 0.22245, "acc": 92.76416, "loss_bbox": 0.24112, "loss_mask": 0.25277, "loss": 0.79272, "time": 0.66327} {"mode": "train", "epoch": 4, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.01716, "loss_rpn_cls": 0.03952, "loss_rpn_bbox": 0.04221, "loss_cls": 0.24238, "acc": 92.15967, "loss_bbox": 0.25632, "loss_mask": 0.25876, "loss": 0.83918, "time": 0.66755} {"mode": "train", "epoch": 4, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.01866, "loss_rpn_cls": 0.03839, "loss_rpn_bbox": 0.04219, "loss_cls": 0.24274, "acc": 92.05396, "loss_bbox": 0.25616, "loss_mask": 0.25884, "loss": 0.83832, "time": 0.67371} {"mode": "train", "epoch": 4, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.01838, "loss_rpn_cls": 0.0357, "loss_rpn_bbox": 0.04098, "loss_cls": 0.22738, "acc": 92.49072, "loss_bbox": 0.24485, "loss_mask": 0.25693, "loss": 0.80584, "time": 0.66882} {"mode": "train", "epoch": 4, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.01633, "loss_rpn_cls": 0.03918, "loss_rpn_bbox": 0.03891, "loss_cls": 0.23076, "acc": 92.60596, "loss_bbox": 0.24448, "loss_mask": 0.25601, "loss": 0.80933, "time": 0.66837} {"mode": "train", "epoch": 4, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.01854, "loss_rpn_cls": 0.03716, "loss_rpn_bbox": 0.04085, "loss_cls": 0.22532, "acc": 92.65625, "loss_bbox": 0.24152, "loss_mask": 0.25558, "loss": 0.80043, "time": 0.66019} {"mode": "train", "epoch": 4, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.01696, "loss_rpn_cls": 0.03809, "loss_rpn_bbox": 0.04006, "loss_cls": 0.22541, "acc": 92.52173, "loss_bbox": 0.24649, "loss_mask": 0.25388, "loss": 0.80393, "time": 0.66926} {"mode": "train", "epoch": 4, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.02, "loss_rpn_cls": 0.03869, "loss_rpn_bbox": 0.04355, "loss_cls": 0.22602, "acc": 92.55762, "loss_bbox": 0.24899, "loss_mask": 0.25181, "loss": 0.80907, "time": 0.6815} {"mode": "train", "epoch": 4, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.01805, "loss_rpn_cls": 0.03721, "loss_rpn_bbox": 0.04037, "loss_cls": 0.24088, "acc": 92.16357, "loss_bbox": 0.25838, "loss_mask": 0.2581, "loss": 0.83494, "time": 0.66357} {"mode": "train", "epoch": 4, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.02065, "loss_rpn_cls": 0.03732, "loss_rpn_bbox": 0.04061, "loss_cls": 0.23278, "acc": 92.32422, "loss_bbox": 0.2536, "loss_mask": 0.25582, "loss": 0.82013, "time": 0.66238} {"mode": "train", "epoch": 4, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01603, "loss_rpn_cls": 0.03479, "loss_rpn_bbox": 0.03834, "loss_cls": 0.22652, "acc": 92.55054, "loss_bbox": 0.24278, "loss_mask": 0.25972, "loss": 0.80215, "time": 0.67038} {"mode": "train", "epoch": 4, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.0182, "loss_rpn_cls": 0.0398, "loss_rpn_bbox": 0.0391, "loss_cls": 0.22711, "acc": 92.5127, "loss_bbox": 0.24609, "loss_mask": 0.25137, "loss": 0.80347, "time": 0.67441} {"mode": "train", "epoch": 4, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01862, "loss_rpn_cls": 0.03598, "loss_rpn_bbox": 0.03942, "loss_cls": 0.21846, "acc": 92.83618, "loss_bbox": 0.24152, "loss_mask": 0.25568, "loss": 0.79106, "time": 0.6712} {"mode": "train", "epoch": 4, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.0188, "loss_rpn_cls": 0.03899, "loss_rpn_bbox": 0.04132, "loss_cls": 0.22577, "acc": 92.51685, "loss_bbox": 0.2487, "loss_mask": 0.2552, "loss": 0.80998, "time": 0.67489} {"mode": "train", "epoch": 4, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.02082, "loss_rpn_cls": 0.03596, "loss_rpn_bbox": 0.0392, "loss_cls": 0.23338, "acc": 92.36841, "loss_bbox": 0.2519, "loss_mask": 0.25776, "loss": 0.81819, "time": 0.66687} {"mode": "train", "epoch": 4, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.01974, "loss_rpn_cls": 0.03484, "loss_rpn_bbox": 0.03733, "loss_cls": 0.22807, "acc": 92.61133, "loss_bbox": 0.24558, "loss_mask": 0.25176, "loss": 0.79758, "time": 0.67452} {"mode": "train", "epoch": 4, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.01727, "loss_rpn_cls": 0.03845, "loss_rpn_bbox": 0.0416, "loss_cls": 0.2301, "acc": 92.46777, "loss_bbox": 0.2482, "loss_mask": 0.26093, "loss": 0.81928, "time": 0.67395} {"mode": "train", "epoch": 4, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.01774, "loss_rpn_cls": 0.03853, "loss_rpn_bbox": 0.03962, "loss_cls": 0.22446, "acc": 92.47241, "loss_bbox": 0.24737, "loss_mask": 0.25484, "loss": 0.80483, "time": 0.66855} {"mode": "train", "epoch": 4, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.0203, "loss_rpn_cls": 0.03947, "loss_rpn_bbox": 0.0418, "loss_cls": 0.23659, "acc": 92.20825, "loss_bbox": 0.24872, "loss_mask": 0.25501, "loss": 0.82158, "time": 0.66258} {"mode": "train", "epoch": 4, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.01745, "loss_rpn_cls": 0.03942, "loss_rpn_bbox": 0.04217, "loss_cls": 0.22815, "acc": 92.37012, "loss_bbox": 0.24717, "loss_mask": 0.25395, "loss": 0.81085, "time": 0.66603} {"mode": "train", "epoch": 4, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.01451, "loss_rpn_cls": 0.03795, "loss_rpn_bbox": 0.03741, "loss_cls": 0.22775, "acc": 92.54126, "loss_bbox": 0.23716, "loss_mask": 0.25259, "loss": 0.79287, "time": 0.66945} {"mode": "train", "epoch": 4, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01791, "loss_rpn_cls": 0.03617, "loss_rpn_bbox": 0.03731, "loss_cls": 0.22103, "acc": 92.64478, "loss_bbox": 0.24922, "loss_mask": 0.24824, "loss": 0.79197, "time": 0.66615} {"mode": "train", "epoch": 4, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01797, "loss_rpn_cls": 0.04008, "loss_rpn_bbox": 0.04079, "loss_cls": 0.23865, "acc": 92.16846, "loss_bbox": 0.2555, "loss_mask": 0.25353, "loss": 0.82855, "time": 0.66723} {"mode": "train", "epoch": 4, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01701, "loss_rpn_cls": 0.03924, "loss_rpn_bbox": 0.04123, "loss_cls": 0.23514, "acc": 92.33545, "loss_bbox": 0.25055, "loss_mask": 0.26094, "loss": 0.8271, "time": 0.67725} {"mode": "train", "epoch": 4, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01878, "loss_rpn_cls": 0.03845, "loss_rpn_bbox": 0.03924, "loss_cls": 0.2409, "acc": 92.28101, "loss_bbox": 0.2486, "loss_mask": 0.25667, "loss": 0.82385, "time": 0.6788} {"mode": "train", "epoch": 4, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.01929, "loss_rpn_cls": 0.03959, "loss_rpn_bbox": 0.04003, "loss_cls": 0.23028, "acc": 92.37305, "loss_bbox": 0.24604, "loss_mask": 0.25197, "loss": 0.80791, "time": 0.66619} {"mode": "train", "epoch": 4, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.01769, "loss_rpn_cls": 0.03952, "loss_rpn_bbox": 0.03978, "loss_cls": 0.22542, "acc": 92.44214, "loss_bbox": 0.25202, "loss_mask": 0.24773, "loss": 0.80447, "time": 0.66349} {"mode": "train", "epoch": 4, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01837, "loss_rpn_cls": 0.04121, "loss_rpn_bbox": 0.03995, "loss_cls": 0.23437, "acc": 92.37744, "loss_bbox": 0.24644, "loss_mask": 0.25826, "loss": 0.82023, "time": 0.66394} {"mode": "train", "epoch": 4, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.01674, "loss_rpn_cls": 0.03648, "loss_rpn_bbox": 0.0383, "loss_cls": 0.23038, "acc": 92.38184, "loss_bbox": 0.24739, "loss_mask": 0.25251, "loss": 0.80506, "time": 0.67225} {"mode": "train", "epoch": 4, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.01722, "loss_rpn_cls": 0.03878, "loss_rpn_bbox": 0.04108, "loss_cls": 0.2413, "acc": 92.03125, "loss_bbox": 0.25966, "loss_mask": 0.2566, "loss": 0.83742, "time": 0.66976} {"mode": "train", "epoch": 4, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.01566, "loss_rpn_cls": 0.03902, "loss_rpn_bbox": 0.0408, "loss_cls": 0.23073, "acc": 92.41333, "loss_bbox": 0.2522, "loss_mask": 0.25445, "loss": 0.81719, "time": 0.66847} {"mode": "train", "epoch": 4, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.01808, "loss_rpn_cls": 0.03871, "loss_rpn_bbox": 0.03869, "loss_cls": 0.23897, "acc": 92.22119, "loss_bbox": 0.25269, "loss_mask": 0.2563, "loss": 0.82535, "time": 0.66643} {"mode": "train", "epoch": 4, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01983, "loss_rpn_cls": 0.04072, "loss_rpn_bbox": 0.03965, "loss_cls": 0.23391, "acc": 92.40674, "loss_bbox": 0.24673, "loss_mask": 0.25372, "loss": 0.81472, "time": 0.67923} {"mode": "train", "epoch": 4, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.01836, "loss_rpn_cls": 0.03591, "loss_rpn_bbox": 0.03659, "loss_cls": 0.2177, "acc": 92.85498, "loss_bbox": 0.23282, "loss_mask": 0.25157, "loss": 0.77459, "time": 0.66326} {"mode": "train", "epoch": 4, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.01739, "loss_rpn_cls": 0.03937, "loss_rpn_bbox": 0.04056, "loss_cls": 0.22093, "acc": 92.66772, "loss_bbox": 0.24558, "loss_mask": 0.25719, "loss": 0.80364, "time": 0.68111} {"mode": "train", "epoch": 4, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.01657, "loss_rpn_cls": 0.036, "loss_rpn_bbox": 0.03782, "loss_cls": 0.2289, "acc": 92.45752, "loss_bbox": 0.24351, "loss_mask": 0.25518, "loss": 0.80141, "time": 0.66177} {"mode": "train", "epoch": 4, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01733, "loss_rpn_cls": 0.03557, "loss_rpn_bbox": 0.04024, "loss_cls": 0.22402, "acc": 92.53857, "loss_bbox": 0.25037, "loss_mask": 0.25431, "loss": 0.80451, "time": 0.68032} {"mode": "train", "epoch": 4, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01967, "loss_rpn_cls": 0.03376, "loss_rpn_bbox": 0.03936, "loss_cls": 0.22848, "acc": 92.34424, "loss_bbox": 0.25199, "loss_mask": 0.2527, "loss": 0.80629, "time": 0.67176} {"mode": "train", "epoch": 4, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.02045, "loss_rpn_cls": 0.03633, "loss_rpn_bbox": 0.04007, "loss_cls": 0.23283, "acc": 92.3623, "loss_bbox": 0.25317, "loss_mask": 0.25994, "loss": 0.82234, "time": 0.67507} {"mode": "train", "epoch": 4, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.01846, "loss_rpn_cls": 0.03885, "loss_rpn_bbox": 0.04115, "loss_cls": 0.23487, "acc": 92.27856, "loss_bbox": 0.25114, "loss_mask": 0.25257, "loss": 0.81858, "time": 0.68105} {"mode": "train", "epoch": 4, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.01921, "loss_rpn_cls": 0.036, "loss_rpn_bbox": 0.0412, "loss_cls": 0.2273, "acc": 92.53149, "loss_bbox": 0.24918, "loss_mask": 0.25464, "loss": 0.80831, "time": 0.66815} {"mode": "train", "epoch": 4, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01692, "loss_rpn_cls": 0.03967, "loss_rpn_bbox": 0.04397, "loss_cls": 0.24035, "acc": 91.99048, "loss_bbox": 0.26183, "loss_mask": 0.25567, "loss": 0.84149, "time": 0.68089} {"mode": "train", "epoch": 4, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.01629, "loss_rpn_cls": 0.03384, "loss_rpn_bbox": 0.03517, "loss_cls": 0.21659, "acc": 92.95581, "loss_bbox": 0.23474, "loss_mask": 0.24853, "loss": 0.76886, "time": 0.66053} {"mode": "train", "epoch": 4, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01914, "loss_rpn_cls": 0.03779, "loss_rpn_bbox": 0.03921, "loss_cls": 0.22523, "acc": 92.67822, "loss_bbox": 0.24572, "loss_mask": 0.25079, "loss": 0.79874, "time": 0.66962} {"mode": "train", "epoch": 4, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.01954, "loss_rpn_cls": 0.04027, "loss_rpn_bbox": 0.04262, "loss_cls": 0.23988, "acc": 91.89648, "loss_bbox": 0.26749, "loss_mask": 0.25957, "loss": 0.84984, "time": 0.67372} {"mode": "train", "epoch": 4, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.01778, "loss_rpn_cls": 0.0354, "loss_rpn_bbox": 0.03877, "loss_cls": 0.22452, "acc": 92.63794, "loss_bbox": 0.24135, "loss_mask": 0.25245, "loss": 0.79249, "time": 0.67387} {"mode": "train", "epoch": 4, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.01918, "loss_rpn_cls": 0.03898, "loss_rpn_bbox": 0.04057, "loss_cls": 0.23074, "acc": 92.30786, "loss_bbox": 0.25205, "loss_mask": 0.26101, "loss": 0.82335, "time": 0.67162} {"mode": "train", "epoch": 4, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.01651, "loss_rpn_cls": 0.03607, "loss_rpn_bbox": 0.04038, "loss_cls": 0.22122, "acc": 92.60229, "loss_bbox": 0.24648, "loss_mask": 0.25405, "loss": 0.7982, "time": 0.67004} {"mode": "train", "epoch": 4, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.01717, "loss_rpn_cls": 0.03607, "loss_rpn_bbox": 0.03902, "loss_cls": 0.23442, "acc": 92.17578, "loss_bbox": 0.25059, "loss_mask": 0.25647, "loss": 0.81658, "time": 0.6658} {"mode": "train", "epoch": 4, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.01607, "loss_rpn_cls": 0.03664, "loss_rpn_bbox": 0.03814, "loss_cls": 0.22221, "acc": 92.70801, "loss_bbox": 0.23974, "loss_mask": 0.24865, "loss": 0.78539, "time": 0.67217} {"mode": "train", "epoch": 4, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.0158, "loss_rpn_cls": 0.03609, "loss_rpn_bbox": 0.04008, "loss_cls": 0.23218, "acc": 92.42383, "loss_bbox": 0.24467, "loss_mask": 0.24953, "loss": 0.80255, "time": 0.66529} {"mode": "train", "epoch": 4, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.01659, "loss_rpn_cls": 0.03518, "loss_rpn_bbox": 0.03817, "loss_cls": 0.21994, "acc": 92.78833, "loss_bbox": 0.24295, "loss_mask": 0.25302, "loss": 0.78926, "time": 0.67931} {"mode": "train", "epoch": 4, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.02112, "loss_rpn_cls": 0.03686, "loss_rpn_bbox": 0.04024, "loss_cls": 0.231, "acc": 92.34351, "loss_bbox": 0.25582, "loss_mask": 0.25774, "loss": 0.82166, "time": 0.66564} {"mode": "train", "epoch": 4, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.02072, "loss_rpn_cls": 0.03989, "loss_rpn_bbox": 0.04298, "loss_cls": 0.23273, "acc": 92.31152, "loss_bbox": 0.2539, "loss_mask": 0.25846, "loss": 0.82796, "time": 0.67921} {"mode": "train", "epoch": 4, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.01686, "loss_rpn_cls": 0.03828, "loss_rpn_bbox": 0.04062, "loss_cls": 0.23148, "acc": 92.2876, "loss_bbox": 0.24891, "loss_mask": 0.25499, "loss": 0.81428, "time": 0.66531} {"mode": "train", "epoch": 4, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.01851, "loss_rpn_cls": 0.0416, "loss_rpn_bbox": 0.04149, "loss_cls": 0.22094, "acc": 92.71289, "loss_bbox": 0.23862, "loss_mask": 0.25323, "loss": 0.79588, "time": 0.68363} {"mode": "train", "epoch": 4, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.01692, "loss_rpn_cls": 0.03466, "loss_rpn_bbox": 0.0386, "loss_cls": 0.22064, "acc": 92.76025, "loss_bbox": 0.23979, "loss_mask": 0.25022, "loss": 0.78391, "time": 0.66273} {"mode": "train", "epoch": 4, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.01915, "loss_rpn_cls": 0.03725, "loss_rpn_bbox": 0.0412, "loss_cls": 0.22906, "acc": 92.53003, "loss_bbox": 0.2516, "loss_mask": 0.2572, "loss": 0.81631, "time": 0.68029} {"mode": "train", "epoch": 4, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.01632, "loss_rpn_cls": 0.03594, "loss_rpn_bbox": 0.03912, "loss_cls": 0.22338, "acc": 92.73047, "loss_bbox": 0.23422, "loss_mask": 0.24766, "loss": 0.78031, "time": 0.66821} {"mode": "train", "epoch": 4, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.0196, "loss_rpn_cls": 0.03496, "loss_rpn_bbox": 0.04163, "loss_cls": 0.21937, "acc": 92.58594, "loss_bbox": 0.24711, "loss_mask": 0.25348, "loss": 0.79655, "time": 0.68356} {"mode": "train", "epoch": 4, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.01856, "loss_rpn_cls": 0.03656, "loss_rpn_bbox": 0.03836, "loss_cls": 0.21697, "acc": 92.74658, "loss_bbox": 0.23543, "loss_mask": 0.24933, "loss": 0.77665, "time": 0.66774} {"mode": "train", "epoch": 4, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.0172, "loss_rpn_cls": 0.0338, "loss_rpn_bbox": 0.03978, "loss_cls": 0.22845, "acc": 92.52637, "loss_bbox": 0.24411, "loss_mask": 0.25176, "loss": 0.79791, "time": 0.67952} {"mode": "train", "epoch": 4, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.02036, "loss_rpn_cls": 0.03887, "loss_rpn_bbox": 0.03929, "loss_cls": 0.22651, "acc": 92.53394, "loss_bbox": 0.25584, "loss_mask": 0.25737, "loss": 0.81789, "time": 0.66937} {"mode": "train", "epoch": 4, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.02071, "loss_rpn_cls": 0.03832, "loss_rpn_bbox": 0.03765, "loss_cls": 0.22306, "acc": 92.70728, "loss_bbox": 0.24082, "loss_mask": 0.25067, "loss": 0.79052, "time": 0.66912} {"mode": "train", "epoch": 4, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.01753, "loss_rpn_cls": 0.03482, "loss_rpn_bbox": 0.03788, "loss_cls": 0.22929, "acc": 92.55322, "loss_bbox": 0.23926, "loss_mask": 0.2436, "loss": 0.78485, "time": 0.67829} {"mode": "train", "epoch": 4, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.01699, "loss_rpn_cls": 0.0393, "loss_rpn_bbox": 0.04089, "loss_cls": 0.22551, "acc": 92.69556, "loss_bbox": 0.24115, "loss_mask": 0.25732, "loss": 0.80417, "time": 0.67538} {"mode": "train", "epoch": 4, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.01802, "loss_rpn_cls": 0.04107, "loss_rpn_bbox": 0.03972, "loss_cls": 0.22274, "acc": 92.75488, "loss_bbox": 0.2378, "loss_mask": 0.24919, "loss": 0.79052, "time": 0.66169} {"mode": "train", "epoch": 4, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.01781, "loss_rpn_cls": 0.04029, "loss_rpn_bbox": 0.03958, "loss_cls": 0.22438, "acc": 92.66387, "loss_bbox": 0.2409, "loss_mask": 0.25723, "loss": 0.80238, "time": 0.67694} {"mode": "train", "epoch": 4, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01801, "loss_rpn_cls": 0.04105, "loss_rpn_bbox": 0.04148, "loss_cls": 0.23709, "acc": 92.29785, "loss_bbox": 0.25728, "loss_mask": 0.26181, "loss": 0.83871, "time": 0.67702} {"mode": "train", "epoch": 4, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.01705, "loss_rpn_cls": 0.0387, "loss_rpn_bbox": 0.03886, "loss_cls": 0.22421, "acc": 92.62378, "loss_bbox": 0.24076, "loss_mask": 0.25819, "loss": 0.80072, "time": 0.67482} {"mode": "train", "epoch": 4, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.01903, "loss_rpn_cls": 0.03962, "loss_rpn_bbox": 0.04158, "loss_cls": 0.22571, "acc": 92.58594, "loss_bbox": 0.2435, "loss_mask": 0.25027, "loss": 0.80068, "time": 0.66768} {"mode": "train", "epoch": 4, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.01702, "loss_rpn_cls": 0.03737, "loss_rpn_bbox": 0.04075, "loss_cls": 0.22548, "acc": 92.50098, "loss_bbox": 0.2473, "loss_mask": 0.25708, "loss": 0.80798, "time": 0.67537} {"mode": "train", "epoch": 4, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01853, "loss_rpn_cls": 0.03715, "loss_rpn_bbox": 0.03811, "loss_cls": 0.22906, "acc": 92.51074, "loss_bbox": 0.24422, "loss_mask": 0.25562, "loss": 0.80416, "time": 0.67303} {"mode": "train", "epoch": 4, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.01858, "loss_rpn_cls": 0.03745, "loss_rpn_bbox": 0.04179, "loss_cls": 0.22839, "acc": 92.43311, "loss_bbox": 0.25176, "loss_mask": 0.25356, "loss": 0.81296, "time": 0.66335} {"mode": "train", "epoch": 4, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.02026, "loss_rpn_cls": 0.03934, "loss_rpn_bbox": 0.04115, "loss_cls": 0.23112, "acc": 92.30322, "loss_bbox": 0.25488, "loss_mask": 0.25837, "loss": 0.82486, "time": 0.67572} {"mode": "train", "epoch": 4, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01754, "loss_rpn_cls": 0.03755, "loss_rpn_bbox": 0.04058, "loss_cls": 0.23543, "acc": 92.24756, "loss_bbox": 0.25403, "loss_mask": 0.26274, "loss": 0.83034, "time": 0.68129} {"mode": "train", "epoch": 4, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.01766, "loss_rpn_cls": 0.03702, "loss_rpn_bbox": 0.03925, "loss_cls": 0.22159, "acc": 92.6665, "loss_bbox": 0.24042, "loss_mask": 0.25896, "loss": 0.79725, "time": 0.68136} {"mode": "train", "epoch": 4, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.01735, "loss_rpn_cls": 0.03874, "loss_rpn_bbox": 0.03967, "loss_cls": 0.22392, "acc": 92.63257, "loss_bbox": 0.24931, "loss_mask": 0.25607, "loss": 0.80772, "time": 0.65705} {"mode": "train", "epoch": 4, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.01997, "loss_rpn_cls": 0.0373, "loss_rpn_bbox": 0.03962, "loss_cls": 0.23111, "acc": 92.30127, "loss_bbox": 0.25066, "loss_mask": 0.25451, "loss": 0.8132, "time": 0.66552} {"mode": "train", "epoch": 4, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.01934, "loss_rpn_cls": 0.03763, "loss_rpn_bbox": 0.04022, "loss_cls": 0.22679, "acc": 92.36646, "loss_bbox": 0.24922, "loss_mask": 0.25009, "loss": 0.80395, "time": 0.66691} {"mode": "train", "epoch": 4, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.01939, "loss_rpn_cls": 0.03528, "loss_rpn_bbox": 0.03821, "loss_cls": 0.21899, "acc": 92.82373, "loss_bbox": 0.23977, "loss_mask": 0.25037, "loss": 0.78263, "time": 0.66708} {"mode": "train", "epoch": 4, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.01974, "loss_rpn_cls": 0.03935, "loss_rpn_bbox": 0.04047, "loss_cls": 0.23205, "acc": 92.41821, "loss_bbox": 0.25099, "loss_mask": 0.25535, "loss": 0.81822, "time": 0.66953} {"mode": "train", "epoch": 4, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01973, "loss_rpn_cls": 0.03854, "loss_rpn_bbox": 0.04056, "loss_cls": 0.2337, "acc": 92.44482, "loss_bbox": 0.24992, "loss_mask": 0.2582, "loss": 0.82093, "time": 0.67529} {"mode": "train", "epoch": 4, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01684, "loss_rpn_cls": 0.03825, "loss_rpn_bbox": 0.0389, "loss_cls": 0.22865, "acc": 92.43481, "loss_bbox": 0.24713, "loss_mask": 0.25908, "loss": 0.81201, "time": 0.67569} {"mode": "train", "epoch": 4, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.01555, "loss_rpn_cls": 0.03443, "loss_rpn_bbox": 0.03878, "loss_cls": 0.2302, "acc": 92.31079, "loss_bbox": 0.24917, "loss_mask": 0.25595, "loss": 0.80854, "time": 0.66996} {"mode": "train", "epoch": 4, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.01983, "loss_rpn_cls": 0.03956, "loss_rpn_bbox": 0.04205, "loss_cls": 0.23469, "acc": 92.10498, "loss_bbox": 0.25572, "loss_mask": 0.2528, "loss": 0.82481, "time": 0.66751} {"mode": "train", "epoch": 4, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.01862, "loss_rpn_cls": 0.04097, "loss_rpn_bbox": 0.04078, "loss_cls": 0.22501, "acc": 92.59985, "loss_bbox": 0.24887, "loss_mask": 0.25694, "loss": 0.81257, "time": 0.67755} {"mode": "train", "epoch": 4, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.01837, "loss_rpn_cls": 0.03423, "loss_rpn_bbox": 0.03712, "loss_cls": 0.22867, "acc": 92.42627, "loss_bbox": 0.24306, "loss_mask": 0.25054, "loss": 0.79363, "time": 0.67958} {"mode": "train", "epoch": 4, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.019, "loss_rpn_cls": 0.03731, "loss_rpn_bbox": 0.03978, "loss_cls": 0.21935, "acc": 92.62012, "loss_bbox": 0.24304, "loss_mask": 0.24856, "loss": 0.78804, "time": 0.66923} {"mode": "train", "epoch": 4, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.01753, "loss_rpn_cls": 0.03569, "loss_rpn_bbox": 0.03953, "loss_cls": 0.21999, "acc": 92.72266, "loss_bbox": 0.23867, "loss_mask": 0.24964, "loss": 0.78351, "time": 0.68109} {"mode": "train", "epoch": 4, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.01772, "loss_rpn_cls": 0.04137, "loss_rpn_bbox": 0.04127, "loss_cls": 0.23076, "acc": 92.33325, "loss_bbox": 0.25057, "loss_mask": 0.25703, "loss": 0.821, "time": 0.66527} {"mode": "train", "epoch": 4, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01921, "loss_rpn_cls": 0.03559, "loss_rpn_bbox": 0.0376, "loss_cls": 0.22452, "acc": 92.47388, "loss_bbox": 0.24805, "loss_mask": 0.25159, "loss": 0.79735, "time": 0.66632} {"mode": "train", "epoch": 4, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01825, "loss_rpn_cls": 0.0361, "loss_rpn_bbox": 0.03956, "loss_cls": 0.22456, "acc": 92.48999, "loss_bbox": 0.2445, "loss_mask": 0.25392, "loss": 0.79864, "time": 0.67172} {"mode": "val", "epoch": 4, "iter": 625, "lr": 0.0, "bbox_mAP": 0.4242, "bbox_mAP_50": 0.6619, "bbox_mAP_75": 0.4675, "bbox_mAP_s": 0.2812, "bbox_mAP_m": 0.4629, "bbox_mAP_l": 0.5436, "bbox_mAP_copypaste": "0.4242 0.6619 0.4675 0.2812 0.4629 0.5436", "segm_mAP": 0.3919, "segm_mAP_50": 0.6316, "segm_mAP_75": 0.4185, "segm_mAP_s": 0.2052, "segm_mAP_m": 0.4313, "segm_mAP_l": 0.576, "segm_mAP_copypaste": "0.3919 0.6316 0.4185 0.2052 0.4313 0.5760"} {"mode": "train", "epoch": 5, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.7129, "loss_rpn_cls": 0.03472, "loss_rpn_bbox": 0.03873, "loss_cls": 0.22271, "acc": 92.67065, "loss_bbox": 0.23667, "loss_mask": 0.24867, "loss": 0.78149, "time": 1.37479} {"mode": "train", "epoch": 5, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.01757, "loss_rpn_cls": 0.0339, "loss_rpn_bbox": 0.03701, "loss_cls": 0.22436, "acc": 92.54419, "loss_bbox": 0.23825, "loss_mask": 0.25159, "loss": 0.78511, "time": 0.6695} {"mode": "train", "epoch": 5, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.01965, "loss_rpn_cls": 0.03537, "loss_rpn_bbox": 0.03993, "loss_cls": 0.22468, "acc": 92.65356, "loss_bbox": 0.23839, "loss_mask": 0.24605, "loss": 0.78441, "time": 0.67109} {"mode": "train", "epoch": 5, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.01741, "loss_rpn_cls": 0.03747, "loss_rpn_bbox": 0.03711, "loss_cls": 0.21155, "acc": 92.9248, "loss_bbox": 0.23428, "loss_mask": 0.24393, "loss": 0.76434, "time": 0.67018} {"mode": "train", "epoch": 5, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.01777, "loss_rpn_cls": 0.03776, "loss_rpn_bbox": 0.04075, "loss_cls": 0.22176, "acc": 92.53198, "loss_bbox": 0.2462, "loss_mask": 0.24771, "loss": 0.79418, "time": 0.67407} {"mode": "train", "epoch": 5, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.01738, "loss_rpn_cls": 0.03523, "loss_rpn_bbox": 0.03836, "loss_cls": 0.22547, "acc": 92.4624, "loss_bbox": 0.24757, "loss_mask": 0.25151, "loss": 0.79814, "time": 0.67625} {"mode": "train", "epoch": 5, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.01784, "loss_rpn_cls": 0.03826, "loss_rpn_bbox": 0.03988, "loss_cls": 0.21674, "acc": 92.87305, "loss_bbox": 0.23501, "loss_mask": 0.24817, "loss": 0.77806, "time": 0.67191} {"mode": "train", "epoch": 5, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.01963, "loss_rpn_cls": 0.03239, "loss_rpn_bbox": 0.03676, "loss_cls": 0.21313, "acc": 92.91187, "loss_bbox": 0.23843, "loss_mask": 0.24794, "loss": 0.76866, "time": 0.67739} {"mode": "train", "epoch": 5, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.01782, "loss_rpn_cls": 0.03588, "loss_rpn_bbox": 0.04057, "loss_cls": 0.22994, "acc": 92.49951, "loss_bbox": 0.24671, "loss_mask": 0.25381, "loss": 0.80691, "time": 0.66887} {"mode": "train", "epoch": 5, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.02004, "loss_rpn_cls": 0.03766, "loss_rpn_bbox": 0.0397, "loss_cls": 0.23045, "acc": 92.46509, "loss_bbox": 0.2475, "loss_mask": 0.25538, "loss": 0.81068, "time": 0.67246} {"mode": "train", "epoch": 5, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01716, "loss_rpn_cls": 0.03677, "loss_rpn_bbox": 0.04131, "loss_cls": 0.22758, "acc": 92.46484, "loss_bbox": 0.25092, "loss_mask": 0.25863, "loss": 0.81521, "time": 0.67198} {"mode": "train", "epoch": 5, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.01606, "loss_rpn_cls": 0.03318, "loss_rpn_bbox": 0.03679, "loss_cls": 0.21331, "acc": 92.91748, "loss_bbox": 0.23407, "loss_mask": 0.24618, "loss": 0.76352, "time": 0.67295} {"mode": "train", "epoch": 5, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.01708, "loss_rpn_cls": 0.03497, "loss_rpn_bbox": 0.03846, "loss_cls": 0.21737, "acc": 92.64648, "loss_bbox": 0.2432, "loss_mask": 0.24963, "loss": 0.78363, "time": 0.66461} {"mode": "train", "epoch": 5, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.01727, "loss_rpn_cls": 0.03736, "loss_rpn_bbox": 0.03997, "loss_cls": 0.23283, "acc": 92.33691, "loss_bbox": 0.24743, "loss_mask": 0.25106, "loss": 0.80865, "time": 0.66335} {"mode": "train", "epoch": 5, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.02004, "loss_rpn_cls": 0.03447, "loss_rpn_bbox": 0.03921, "loss_cls": 0.22663, "acc": 92.45996, "loss_bbox": 0.24772, "loss_mask": 0.25339, "loss": 0.80141, "time": 0.67962} {"mode": "train", "epoch": 5, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.02118, "loss_rpn_cls": 0.03471, "loss_rpn_bbox": 0.03846, "loss_cls": 0.22821, "acc": 92.40796, "loss_bbox": 0.25456, "loss_mask": 0.26326, "loss": 0.8192, "time": 0.67679} {"mode": "train", "epoch": 5, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.01839, "loss_rpn_cls": 0.03638, "loss_rpn_bbox": 0.03964, "loss_cls": 0.2293, "acc": 92.45337, "loss_bbox": 0.2515, "loss_mask": 0.25544, "loss": 0.81226, "time": 0.67447} {"mode": "train", "epoch": 5, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.01683, "loss_rpn_cls": 0.03472, "loss_rpn_bbox": 0.03747, "loss_cls": 0.21291, "acc": 92.99365, "loss_bbox": 0.23414, "loss_mask": 0.24807, "loss": 0.76731, "time": 0.66791} {"mode": "train", "epoch": 5, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.02024, "loss_rpn_cls": 0.03647, "loss_rpn_bbox": 0.03928, "loss_cls": 0.21459, "acc": 92.65845, "loss_bbox": 0.24541, "loss_mask": 0.24847, "loss": 0.78422, "time": 0.67022} {"mode": "train", "epoch": 5, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.01577, "loss_rpn_cls": 0.03628, "loss_rpn_bbox": 0.03783, "loss_cls": 0.21636, "acc": 92.86279, "loss_bbox": 0.23777, "loss_mask": 0.24882, "loss": 0.77706, "time": 0.66604} {"mode": "train", "epoch": 5, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01632, "loss_rpn_cls": 0.03527, "loss_rpn_bbox": 0.03842, "loss_cls": 0.2184, "acc": 92.8689, "loss_bbox": 0.23612, "loss_mask": 0.24386, "loss": 0.77207, "time": 0.66334} {"mode": "train", "epoch": 5, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.02116, "loss_rpn_cls": 0.03425, "loss_rpn_bbox": 0.03686, "loss_cls": 0.21327, "acc": 92.86377, "loss_bbox": 0.23046, "loss_mask": 0.24778, "loss": 0.76262, "time": 0.6719} {"mode": "train", "epoch": 5, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.02228, "loss_rpn_cls": 0.03524, "loss_rpn_bbox": 0.03923, "loss_cls": 0.2315, "acc": 92.42432, "loss_bbox": 0.24949, "loss_mask": 0.2486, "loss": 0.80405, "time": 0.66951} {"mode": "train", "epoch": 5, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.01741, "loss_rpn_cls": 0.03667, "loss_rpn_bbox": 0.03871, "loss_cls": 0.21757, "acc": 92.74707, "loss_bbox": 0.24083, "loss_mask": 0.25517, "loss": 0.78894, "time": 0.67546} {"mode": "train", "epoch": 5, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.02029, "loss_rpn_cls": 0.0378, "loss_rpn_bbox": 0.03814, "loss_cls": 0.21663, "acc": 92.84741, "loss_bbox": 0.23841, "loss_mask": 0.25063, "loss": 0.78161, "time": 0.67193} {"mode": "train", "epoch": 5, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.02142, "loss_rpn_cls": 0.03609, "loss_rpn_bbox": 0.04111, "loss_cls": 0.22352, "acc": 92.50757, "loss_bbox": 0.25035, "loss_mask": 0.2461, "loss": 0.79717, "time": 0.6694} {"mode": "train", "epoch": 5, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01787, "loss_rpn_cls": 0.04099, "loss_rpn_bbox": 0.04038, "loss_cls": 0.22977, "acc": 92.4375, "loss_bbox": 0.24969, "loss_mask": 0.25665, "loss": 0.81748, "time": 0.67026} {"mode": "train", "epoch": 5, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01672, "loss_rpn_cls": 0.03442, "loss_rpn_bbox": 0.03613, "loss_cls": 0.22421, "acc": 92.57227, "loss_bbox": 0.24617, "loss_mask": 0.24679, "loss": 0.78772, "time": 0.66581} {"mode": "train", "epoch": 5, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.01929, "loss_rpn_cls": 0.03585, "loss_rpn_bbox": 0.03978, "loss_cls": 0.22085, "acc": 92.59497, "loss_bbox": 0.24203, "loss_mask": 0.25332, "loss": 0.79182, "time": 0.68086} {"mode": "train", "epoch": 5, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.01785, "loss_rpn_cls": 0.03787, "loss_rpn_bbox": 0.04192, "loss_cls": 0.22483, "acc": 92.49512, "loss_bbox": 0.24968, "loss_mask": 0.24779, "loss": 0.80209, "time": 0.66636} {"mode": "train", "epoch": 5, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.0173, "loss_rpn_cls": 0.03356, "loss_rpn_bbox": 0.03695, "loss_cls": 0.21805, "acc": 92.69482, "loss_bbox": 0.24418, "loss_mask": 0.25163, "loss": 0.78437, "time": 0.675} {"mode": "train", "epoch": 5, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.01802, "loss_rpn_cls": 0.03797, "loss_rpn_bbox": 0.04109, "loss_cls": 0.22499, "acc": 92.37671, "loss_bbox": 0.25215, "loss_mask": 0.24878, "loss": 0.80498, "time": 0.67796} {"mode": "train", "epoch": 5, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.02018, "loss_rpn_cls": 0.03343, "loss_rpn_bbox": 0.03991, "loss_cls": 0.22789, "acc": 92.50049, "loss_bbox": 0.24826, "loss_mask": 0.2487, "loss": 0.79819, "time": 0.67275} {"mode": "train", "epoch": 5, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.01662, "loss_rpn_cls": 0.03554, "loss_rpn_bbox": 0.0403, "loss_cls": 0.22858, "acc": 92.3186, "loss_bbox": 0.25547, "loss_mask": 0.25276, "loss": 0.81265, "time": 0.66063} {"mode": "train", "epoch": 5, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.01707, "loss_rpn_cls": 0.03854, "loss_rpn_bbox": 0.04036, "loss_cls": 0.22245, "acc": 92.57251, "loss_bbox": 0.24662, "loss_mask": 0.25246, "loss": 0.80044, "time": 0.67034} {"mode": "train", "epoch": 5, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.0205, "loss_rpn_cls": 0.03477, "loss_rpn_bbox": 0.03907, "loss_cls": 0.21717, "acc": 92.79883, "loss_bbox": 0.2399, "loss_mask": 0.25008, "loss": 0.781, "time": 0.66743} {"mode": "train", "epoch": 5, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.01718, "loss_rpn_cls": 0.03302, "loss_rpn_bbox": 0.03695, "loss_cls": 0.22135, "acc": 92.68896, "loss_bbox": 0.243, "loss_mask": 0.24559, "loss": 0.77992, "time": 0.66964} {"mode": "train", "epoch": 5, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.02015, "loss_rpn_cls": 0.03737, "loss_rpn_bbox": 0.03889, "loss_cls": 0.21478, "acc": 92.67188, "loss_bbox": 0.24428, "loss_mask": 0.24959, "loss": 0.78491, "time": 0.66324} {"mode": "train", "epoch": 5, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.0187, "loss_rpn_cls": 0.03615, "loss_rpn_bbox": 0.03962, "loss_cls": 0.22379, "acc": 92.47192, "loss_bbox": 0.2464, "loss_mask": 0.25559, "loss": 0.80154, "time": 0.66441} {"mode": "train", "epoch": 5, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.02075, "loss_rpn_cls": 0.03815, "loss_rpn_bbox": 0.04301, "loss_cls": 0.22491, "acc": 92.44043, "loss_bbox": 0.24605, "loss_mask": 0.24766, "loss": 0.79978, "time": 0.67536} {"mode": "train", "epoch": 5, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.01791, "loss_rpn_cls": 0.03697, "loss_rpn_bbox": 0.04421, "loss_cls": 0.2209, "acc": 92.39258, "loss_bbox": 0.25248, "loss_mask": 0.25894, "loss": 0.81349, "time": 0.67703} {"mode": "train", "epoch": 5, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.02049, "loss_rpn_cls": 0.03647, "loss_rpn_bbox": 0.03939, "loss_cls": 0.22305, "acc": 92.48462, "loss_bbox": 0.24602, "loss_mask": 0.25294, "loss": 0.79787, "time": 0.6708} {"mode": "train", "epoch": 5, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.01959, "loss_rpn_cls": 0.035, "loss_rpn_bbox": 0.03959, "loss_cls": 0.21376, "acc": 92.82715, "loss_bbox": 0.23646, "loss_mask": 0.24955, "loss": 0.77437, "time": 0.66726} {"mode": "train", "epoch": 5, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.01853, "loss_rpn_cls": 0.04178, "loss_rpn_bbox": 0.04161, "loss_cls": 0.23333, "acc": 92.39673, "loss_bbox": 0.24601, "loss_mask": 0.25234, "loss": 0.81507, "time": 0.6738} {"mode": "train", "epoch": 5, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.01707, "loss_rpn_cls": 0.03952, "loss_rpn_bbox": 0.04409, "loss_cls": 0.23199, "acc": 92.20361, "loss_bbox": 0.25705, "loss_mask": 0.25099, "loss": 0.82364, "time": 0.6752} {"mode": "train", "epoch": 5, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.01986, "loss_rpn_cls": 0.03425, "loss_rpn_bbox": 0.03894, "loss_cls": 0.21589, "acc": 92.6062, "loss_bbox": 0.24292, "loss_mask": 0.24651, "loss": 0.77851, "time": 0.67295} {"mode": "train", "epoch": 5, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.02184, "loss_rpn_cls": 0.03675, "loss_rpn_bbox": 0.03901, "loss_cls": 0.22433, "acc": 92.56812, "loss_bbox": 0.23868, "loss_mask": 0.24564, "loss": 0.78442, "time": 0.67653} {"mode": "train", "epoch": 5, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.01942, "loss_rpn_cls": 0.04015, "loss_rpn_bbox": 0.04125, "loss_cls": 0.23732, "acc": 92.0813, "loss_bbox": 0.25364, "loss_mask": 0.25422, "loss": 0.82658, "time": 0.67501} {"mode": "train", "epoch": 5, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.01755, "loss_rpn_cls": 0.03523, "loss_rpn_bbox": 0.03931, "loss_cls": 0.22187, "acc": 92.66675, "loss_bbox": 0.24123, "loss_mask": 0.25313, "loss": 0.79078, "time": 0.67667} {"mode": "train", "epoch": 5, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.02158, "loss_rpn_cls": 0.03799, "loss_rpn_bbox": 0.0397, "loss_cls": 0.22914, "acc": 92.41748, "loss_bbox": 0.24744, "loss_mask": 0.25694, "loss": 0.81121, "time": 0.67738} {"mode": "train", "epoch": 5, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.01859, "loss_rpn_cls": 0.03623, "loss_rpn_bbox": 0.03823, "loss_cls": 0.21901, "acc": 92.76367, "loss_bbox": 0.24181, "loss_mask": 0.2559, "loss": 0.79118, "time": 0.66955} {"mode": "train", "epoch": 5, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.01694, "loss_rpn_cls": 0.03711, "loss_rpn_bbox": 0.04062, "loss_cls": 0.22984, "acc": 92.33496, "loss_bbox": 0.24984, "loss_mask": 0.25502, "loss": 0.81242, "time": 0.67169} {"mode": "train", "epoch": 5, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.0203, "loss_rpn_cls": 0.03475, "loss_rpn_bbox": 0.04115, "loss_cls": 0.22329, "acc": 92.64209, "loss_bbox": 0.24188, "loss_mask": 0.25208, "loss": 0.79315, "time": 0.66424} {"mode": "train", "epoch": 5, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.01783, "loss_rpn_cls": 0.0356, "loss_rpn_bbox": 0.04052, "loss_cls": 0.2165, "acc": 92.76001, "loss_bbox": 0.24085, "loss_mask": 0.24987, "loss": 0.78334, "time": 0.67354} {"mode": "train", "epoch": 5, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.01848, "loss_rpn_cls": 0.03677, "loss_rpn_bbox": 0.04074, "loss_cls": 0.2158, "acc": 92.729, "loss_bbox": 0.24272, "loss_mask": 0.25105, "loss": 0.78708, "time": 0.66597} {"mode": "train", "epoch": 5, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.0179, "loss_rpn_cls": 0.03767, "loss_rpn_bbox": 0.03876, "loss_cls": 0.21685, "acc": 92.59497, "loss_bbox": 0.24732, "loss_mask": 0.25197, "loss": 0.79257, "time": 0.67454} {"mode": "train", "epoch": 5, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.01633, "loss_rpn_cls": 0.03514, "loss_rpn_bbox": 0.03743, "loss_cls": 0.21403, "acc": 92.83228, "loss_bbox": 0.23856, "loss_mask": 0.25268, "loss": 0.77784, "time": 0.67321} {"mode": "train", "epoch": 5, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.0195, "loss_rpn_cls": 0.03775, "loss_rpn_bbox": 0.04088, "loss_cls": 0.21723, "acc": 92.79297, "loss_bbox": 0.2413, "loss_mask": 0.25779, "loss": 0.79494, "time": 0.66813} {"mode": "train", "epoch": 5, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.01966, "loss_rpn_cls": 0.03209, "loss_rpn_bbox": 0.03568, "loss_cls": 0.20631, "acc": 93.08057, "loss_bbox": 0.23174, "loss_mask": 0.24026, "loss": 0.74608, "time": 0.67062} {"mode": "train", "epoch": 5, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.01995, "loss_rpn_cls": 0.03596, "loss_rpn_bbox": 0.03975, "loss_cls": 0.21765, "acc": 92.73657, "loss_bbox": 0.2446, "loss_mask": 0.24969, "loss": 0.78765, "time": 0.68197} {"mode": "train", "epoch": 5, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.01971, "loss_rpn_cls": 0.03265, "loss_rpn_bbox": 0.03854, "loss_cls": 0.22319, "acc": 92.57935, "loss_bbox": 0.24859, "loss_mask": 0.25128, "loss": 0.79426, "time": 0.6685} {"mode": "train", "epoch": 5, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.01777, "loss_rpn_cls": 0.0388, "loss_rpn_bbox": 0.03895, "loss_cls": 0.22785, "acc": 92.35083, "loss_bbox": 0.25288, "loss_mask": 0.24898, "loss": 0.80746, "time": 0.66576} {"mode": "train", "epoch": 5, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.01891, "loss_rpn_cls": 0.03614, "loss_rpn_bbox": 0.03924, "loss_cls": 0.22412, "acc": 92.52686, "loss_bbox": 0.2452, "loss_mask": 0.25112, "loss": 0.79582, "time": 0.6611} {"mode": "train", "epoch": 5, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01815, "loss_rpn_cls": 0.03692, "loss_rpn_bbox": 0.03875, "loss_cls": 0.22652, "acc": 92.5, "loss_bbox": 0.24457, "loss_mask": 0.24754, "loss": 0.7943, "time": 0.66476} {"mode": "train", "epoch": 5, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.01482, "loss_rpn_cls": 0.03263, "loss_rpn_bbox": 0.03703, "loss_cls": 0.22355, "acc": 92.59521, "loss_bbox": 0.24417, "loss_mask": 0.24762, "loss": 0.785, "time": 0.66639} {"mode": "train", "epoch": 5, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01925, "loss_rpn_cls": 0.03997, "loss_rpn_bbox": 0.04004, "loss_cls": 0.23507, "acc": 92.20947, "loss_bbox": 0.25782, "loss_mask": 0.25231, "loss": 0.82521, "time": 0.67289} {"mode": "train", "epoch": 5, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.01729, "loss_rpn_cls": 0.03553, "loss_rpn_bbox": 0.03834, "loss_cls": 0.21618, "acc": 92.85596, "loss_bbox": 0.23546, "loss_mask": 0.24834, "loss": 0.77385, "time": 0.68212} {"mode": "train", "epoch": 5, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.01548, "loss_rpn_cls": 0.0343, "loss_rpn_bbox": 0.038, "loss_cls": 0.21542, "acc": 92.75562, "loss_bbox": 0.24244, "loss_mask": 0.24772, "loss": 0.77789, "time": 0.67671} {"mode": "train", "epoch": 5, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.01666, "loss_rpn_cls": 0.0393, "loss_rpn_bbox": 0.04, "loss_cls": 0.22102, "acc": 92.61768, "loss_bbox": 0.24638, "loss_mask": 0.24757, "loss": 0.79426, "time": 0.67624} {"mode": "train", "epoch": 5, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.01865, "loss_rpn_cls": 0.03524, "loss_rpn_bbox": 0.04024, "loss_cls": 0.22261, "acc": 92.50708, "loss_bbox": 0.24734, "loss_mask": 0.25091, "loss": 0.79634, "time": 0.65389} {"mode": "train", "epoch": 5, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.01663, "loss_rpn_cls": 0.03531, "loss_rpn_bbox": 0.03787, "loss_cls": 0.22115, "acc": 92.63574, "loss_bbox": 0.24641, "loss_mask": 0.24983, "loss": 0.79058, "time": 0.67138} {"mode": "train", "epoch": 5, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.01937, "loss_rpn_cls": 0.03548, "loss_rpn_bbox": 0.04089, "loss_cls": 0.22024, "acc": 92.59033, "loss_bbox": 0.24161, "loss_mask": 0.24865, "loss": 0.78688, "time": 0.67559} {"mode": "train", "epoch": 5, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.02068, "loss_rpn_cls": 0.03467, "loss_rpn_bbox": 0.03774, "loss_cls": 0.21745, "acc": 92.64331, "loss_bbox": 0.24312, "loss_mask": 0.24934, "loss": 0.78232, "time": 0.66834} {"mode": "train", "epoch": 5, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.01744, "loss_rpn_cls": 0.03518, "loss_rpn_bbox": 0.03912, "loss_cls": 0.20978, "acc": 92.93604, "loss_bbox": 0.23724, "loss_mask": 0.24554, "loss": 0.76686, "time": 0.66238} {"mode": "train", "epoch": 5, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01715, "loss_rpn_cls": 0.03281, "loss_rpn_bbox": 0.03855, "loss_cls": 0.2183, "acc": 92.62549, "loss_bbox": 0.24146, "loss_mask": 0.25083, "loss": 0.78196, "time": 0.67059} {"mode": "train", "epoch": 5, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01982, "loss_rpn_cls": 0.0338, "loss_rpn_bbox": 0.04023, "loss_cls": 0.22072, "acc": 92.60278, "loss_bbox": 0.24914, "loss_mask": 0.24197, "loss": 0.78587, "time": 0.67968} {"mode": "train", "epoch": 5, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.02126, "loss_rpn_cls": 0.03289, "loss_rpn_bbox": 0.03786, "loss_cls": 0.22295, "acc": 92.51758, "loss_bbox": 0.23946, "loss_mask": 0.2457, "loss": 0.77886, "time": 0.68063} {"mode": "train", "epoch": 5, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01766, "loss_rpn_cls": 0.03228, "loss_rpn_bbox": 0.03574, "loss_cls": 0.22131, "acc": 92.73999, "loss_bbox": 0.23747, "loss_mask": 0.24924, "loss": 0.77605, "time": 0.67509} {"mode": "train", "epoch": 5, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.0225, "loss_rpn_cls": 0.03497, "loss_rpn_bbox": 0.04017, "loss_cls": 0.22303, "acc": 92.46558, "loss_bbox": 0.24522, "loss_mask": 0.24838, "loss": 0.79177, "time": 0.66819} {"mode": "train", "epoch": 5, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.01868, "loss_rpn_cls": 0.03635, "loss_rpn_bbox": 0.03957, "loss_cls": 0.22546, "acc": 92.51343, "loss_bbox": 0.2476, "loss_mask": 0.25458, "loss": 0.80356, "time": 0.67605} {"mode": "train", "epoch": 5, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01916, "loss_rpn_cls": 0.03496, "loss_rpn_bbox": 0.0379, "loss_cls": 0.21158, "acc": 92.97729, "loss_bbox": 0.23451, "loss_mask": 0.24432, "loss": 0.76326, "time": 0.66213} {"mode": "train", "epoch": 5, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.02046, "loss_rpn_cls": 0.03438, "loss_rpn_bbox": 0.03964, "loss_cls": 0.22143, "acc": 92.68896, "loss_bbox": 0.24037, "loss_mask": 0.24681, "loss": 0.78262, "time": 0.6776} {"mode": "train", "epoch": 5, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.01771, "loss_rpn_cls": 0.03417, "loss_rpn_bbox": 0.03783, "loss_cls": 0.21472, "acc": 92.73291, "loss_bbox": 0.23896, "loss_mask": 0.24131, "loss": 0.76698, "time": 0.66024} {"mode": "train", "epoch": 5, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.01865, "loss_rpn_cls": 0.0329, "loss_rpn_bbox": 0.03543, "loss_cls": 0.20661, "acc": 93.05371, "loss_bbox": 0.23213, "loss_mask": 0.24879, "loss": 0.75588, "time": 0.65565} {"mode": "train", "epoch": 5, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.01752, "loss_rpn_cls": 0.03427, "loss_rpn_bbox": 0.03781, "loss_cls": 0.21807, "acc": 92.75366, "loss_bbox": 0.23962, "loss_mask": 0.24639, "loss": 0.77616, "time": 0.66207} {"mode": "train", "epoch": 5, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01704, "loss_rpn_cls": 0.03527, "loss_rpn_bbox": 0.03682, "loss_cls": 0.2117, "acc": 92.95898, "loss_bbox": 0.23598, "loss_mask": 0.25276, "loss": 0.77254, "time": 0.66795} {"mode": "train", "epoch": 5, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.01891, "loss_rpn_cls": 0.03461, "loss_rpn_bbox": 0.03967, "loss_cls": 0.22107, "acc": 92.53882, "loss_bbox": 0.24824, "loss_mask": 0.25036, "loss": 0.79395, "time": 0.67494} {"mode": "train", "epoch": 5, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.01459, "loss_rpn_cls": 0.03376, "loss_rpn_bbox": 0.03636, "loss_cls": 0.21517, "acc": 92.70386, "loss_bbox": 0.23964, "loss_mask": 0.24497, "loss": 0.76991, "time": 0.68686} {"mode": "train", "epoch": 5, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.01863, "loss_rpn_cls": 0.03538, "loss_rpn_bbox": 0.04046, "loss_cls": 0.22603, "acc": 92.46411, "loss_bbox": 0.24916, "loss_mask": 0.25037, "loss": 0.80141, "time": 0.67928} {"mode": "train", "epoch": 5, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01648, "loss_rpn_cls": 0.03599, "loss_rpn_bbox": 0.03844, "loss_cls": 0.22591, "acc": 92.65698, "loss_bbox": 0.2404, "loss_mask": 0.2521, "loss": 0.79285, "time": 0.67268} {"mode": "train", "epoch": 5, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01996, "loss_rpn_cls": 0.0354, "loss_rpn_bbox": 0.03892, "loss_cls": 0.21982, "acc": 92.65747, "loss_bbox": 0.23779, "loss_mask": 0.24804, "loss": 0.77996, "time": 0.68118} {"mode": "train", "epoch": 5, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.02012, "loss_rpn_cls": 0.03233, "loss_rpn_bbox": 0.03524, "loss_cls": 0.21345, "acc": 92.91992, "loss_bbox": 0.23665, "loss_mask": 0.25112, "loss": 0.7688, "time": 0.67379} {"mode": "train", "epoch": 5, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.01547, "loss_rpn_cls": 0.03264, "loss_rpn_bbox": 0.03565, "loss_cls": 0.21513, "acc": 92.87231, "loss_bbox": 0.23429, "loss_mask": 0.24665, "loss": 0.76436, "time": 0.66935} {"mode": "train", "epoch": 5, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.01621, "loss_rpn_cls": 0.03292, "loss_rpn_bbox": 0.03699, "loss_cls": 0.21043, "acc": 92.91113, "loss_bbox": 0.23653, "loss_mask": 0.24254, "loss": 0.75941, "time": 0.66733} {"mode": "train", "epoch": 5, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01687, "loss_rpn_cls": 0.0355, "loss_rpn_bbox": 0.03923, "loss_cls": 0.21111, "acc": 92.89038, "loss_bbox": 0.23328, "loss_mask": 0.24829, "loss": 0.7674, "time": 0.67873} {"mode": "train", "epoch": 5, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.01816, "loss_rpn_cls": 0.03909, "loss_rpn_bbox": 0.03959, "loss_cls": 0.22708, "acc": 92.60962, "loss_bbox": 0.24038, "loss_mask": 0.24726, "loss": 0.7934, "time": 0.66543} {"mode": "train", "epoch": 5, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01645, "loss_rpn_cls": 0.03616, "loss_rpn_bbox": 0.03658, "loss_cls": 0.20664, "acc": 93.19141, "loss_bbox": 0.22904, "loss_mask": 0.2441, "loss": 0.75252, "time": 0.67014} {"mode": "train", "epoch": 5, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.01861, "loss_rpn_cls": 0.03383, "loss_rpn_bbox": 0.0369, "loss_cls": 0.2176, "acc": 92.73096, "loss_bbox": 0.24022, "loss_mask": 0.24595, "loss": 0.77451, "time": 0.66608} {"mode": "train", "epoch": 5, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.01936, "loss_rpn_cls": 0.03599, "loss_rpn_bbox": 0.03928, "loss_cls": 0.22506, "acc": 92.57837, "loss_bbox": 0.24272, "loss_mask": 0.24848, "loss": 0.79153, "time": 0.67661} {"mode": "train", "epoch": 5, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.01769, "loss_rpn_cls": 0.0364, "loss_rpn_bbox": 0.03888, "loss_cls": 0.21788, "acc": 92.76709, "loss_bbox": 0.24057, "loss_mask": 0.2479, "loss": 0.78163, "time": 0.66014} {"mode": "train", "epoch": 5, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.01866, "loss_rpn_cls": 0.03699, "loss_rpn_bbox": 0.04062, "loss_cls": 0.20843, "acc": 93.04077, "loss_bbox": 0.23443, "loss_mask": 0.25146, "loss": 0.77193, "time": 0.67627} {"mode": "train", "epoch": 5, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.01812, "loss_rpn_cls": 0.0322, "loss_rpn_bbox": 0.035, "loss_cls": 0.20718, "acc": 93.14331, "loss_bbox": 0.22874, "loss_mask": 0.23948, "loss": 0.7426, "time": 0.67321} {"mode": "train", "epoch": 5, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.01612, "loss_rpn_cls": 0.03908, "loss_rpn_bbox": 0.0398, "loss_cls": 0.22758, "acc": 92.49683, "loss_bbox": 0.2456, "loss_mask": 0.25183, "loss": 0.80388, "time": 0.67465} {"mode": "train", "epoch": 5, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.01574, "loss_rpn_cls": 0.03365, "loss_rpn_bbox": 0.0364, "loss_cls": 0.2155, "acc": 92.87061, "loss_bbox": 0.23431, "loss_mask": 0.24495, "loss": 0.76482, "time": 0.65736} {"mode": "train", "epoch": 5, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.01757, "loss_rpn_cls": 0.03136, "loss_rpn_bbox": 0.03526, "loss_cls": 0.21473, "acc": 92.84595, "loss_bbox": 0.23171, "loss_mask": 0.24223, "loss": 0.7553, "time": 0.67428} {"mode": "train", "epoch": 5, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.01877, "loss_rpn_cls": 0.03351, "loss_rpn_bbox": 0.03533, "loss_cls": 0.20501, "acc": 93.17603, "loss_bbox": 0.22526, "loss_mask": 0.23597, "loss": 0.73509, "time": 0.65885} {"mode": "train", "epoch": 5, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.02005, "loss_rpn_cls": 0.03606, "loss_rpn_bbox": 0.03937, "loss_cls": 0.22398, "acc": 92.43701, "loss_bbox": 0.25118, "loss_mask": 0.24646, "loss": 0.79705, "time": 0.68047} {"mode": "train", "epoch": 5, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.01668, "loss_rpn_cls": 0.03529, "loss_rpn_bbox": 0.03755, "loss_cls": 0.21968, "acc": 92.69189, "loss_bbox": 0.24313, "loss_mask": 0.24608, "loss": 0.78173, "time": 0.66496} {"mode": "train", "epoch": 5, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.01882, "loss_rpn_cls": 0.03604, "loss_rpn_bbox": 0.03894, "loss_cls": 0.2202, "acc": 92.56641, "loss_bbox": 0.2489, "loss_mask": 0.25036, "loss": 0.79443, "time": 0.66589} {"mode": "train", "epoch": 5, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.01588, "loss_rpn_cls": 0.03625, "loss_rpn_bbox": 0.03879, "loss_cls": 0.22102, "acc": 92.72339, "loss_bbox": 0.23896, "loss_mask": 0.24928, "loss": 0.7843, "time": 0.67158} {"mode": "train", "epoch": 5, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.01725, "loss_rpn_cls": 0.03327, "loss_rpn_bbox": 0.03719, "loss_cls": 0.21513, "acc": 92.69214, "loss_bbox": 0.23818, "loss_mask": 0.2491, "loss": 0.77287, "time": 0.67098} {"mode": "train", "epoch": 5, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.01604, "loss_rpn_cls": 0.03318, "loss_rpn_bbox": 0.03713, "loss_cls": 0.21246, "acc": 93.10352, "loss_bbox": 0.22635, "loss_mask": 0.24174, "loss": 0.75085, "time": 0.67274} {"mode": "train", "epoch": 5, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.01708, "loss_rpn_cls": 0.03123, "loss_rpn_bbox": 0.03537, "loss_cls": 0.20898, "acc": 93.12061, "loss_bbox": 0.22731, "loss_mask": 0.23571, "loss": 0.73861, "time": 0.65489} {"mode": "train", "epoch": 5, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.01768, "loss_rpn_cls": 0.03697, "loss_rpn_bbox": 0.04005, "loss_cls": 0.22935, "acc": 92.39526, "loss_bbox": 0.25094, "loss_mask": 0.24782, "loss": 0.80513, "time": 0.66507} {"mode": "train", "epoch": 5, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.01785, "loss_rpn_cls": 0.03572, "loss_rpn_bbox": 0.04018, "loss_cls": 0.21804, "acc": 92.6355, "loss_bbox": 0.23625, "loss_mask": 0.24824, "loss": 0.77842, "time": 0.65832} {"mode": "train", "epoch": 5, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.0177, "loss_rpn_cls": 0.03379, "loss_rpn_bbox": 0.03823, "loss_cls": 0.22436, "acc": 92.50269, "loss_bbox": 0.24541, "loss_mask": 0.24792, "loss": 0.7897, "time": 0.67009} {"mode": "train", "epoch": 5, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.01793, "loss_rpn_cls": 0.03248, "loss_rpn_bbox": 0.03792, "loss_cls": 0.21943, "acc": 92.72705, "loss_bbox": 0.24169, "loss_mask": 0.24471, "loss": 0.77623, "time": 0.67535} {"mode": "train", "epoch": 5, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.01989, "loss_rpn_cls": 0.03752, "loss_rpn_bbox": 0.03787, "loss_cls": 0.2289, "acc": 92.31592, "loss_bbox": 0.2505, "loss_mask": 0.25033, "loss": 0.8051, "time": 0.66233} {"mode": "train", "epoch": 5, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.01835, "loss_rpn_cls": 0.03501, "loss_rpn_bbox": 0.03997, "loss_cls": 0.22928, "acc": 92.22754, "loss_bbox": 0.25041, "loss_mask": 0.24621, "loss": 0.80088, "time": 0.67231} {"mode": "train", "epoch": 5, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.01817, "loss_rpn_cls": 0.03413, "loss_rpn_bbox": 0.03949, "loss_cls": 0.21974, "acc": 92.64453, "loss_bbox": 0.24207, "loss_mask": 0.2462, "loss": 0.78163, "time": 0.68478} {"mode": "train", "epoch": 5, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.02065, "loss_rpn_cls": 0.03505, "loss_rpn_bbox": 0.03913, "loss_cls": 0.22144, "acc": 92.6626, "loss_bbox": 0.2373, "loss_mask": 0.24167, "loss": 0.77458, "time": 0.67611} {"mode": "train", "epoch": 5, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01938, "loss_rpn_cls": 0.035, "loss_rpn_bbox": 0.03796, "loss_cls": 0.21498, "acc": 92.83252, "loss_bbox": 0.24057, "loss_mask": 0.24638, "loss": 0.77489, "time": 0.66938} {"mode": "train", "epoch": 5, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.01608, "loss_rpn_cls": 0.03977, "loss_rpn_bbox": 0.04049, "loss_cls": 0.22462, "acc": 92.60107, "loss_bbox": 0.23822, "loss_mask": 0.24916, "loss": 0.79226, "time": 0.68047} {"mode": "train", "epoch": 5, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.02053, "loss_rpn_cls": 0.03587, "loss_rpn_bbox": 0.04099, "loss_cls": 0.22329, "acc": 92.573, "loss_bbox": 0.2425, "loss_mask": 0.24966, "loss": 0.7923, "time": 0.66689} {"mode": "train", "epoch": 5, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.02044, "loss_rpn_cls": 0.03334, "loss_rpn_bbox": 0.03786, "loss_cls": 0.21449, "acc": 92.73511, "loss_bbox": 0.24347, "loss_mask": 0.24631, "loss": 0.77547, "time": 0.67965} {"mode": "train", "epoch": 5, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01644, "loss_rpn_cls": 0.03491, "loss_rpn_bbox": 0.03905, "loss_cls": 0.21949, "acc": 92.6814, "loss_bbox": 0.23812, "loss_mask": 0.24677, "loss": 0.77834, "time": 0.65813} {"mode": "train", "epoch": 5, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.01895, "loss_rpn_cls": 0.03552, "loss_rpn_bbox": 0.03626, "loss_cls": 0.21926, "acc": 92.7041, "loss_bbox": 0.24043, "loss_mask": 0.24899, "loss": 0.78045, "time": 0.66643} {"mode": "train", "epoch": 5, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.01698, "loss_rpn_cls": 0.0336, "loss_rpn_bbox": 0.03859, "loss_cls": 0.21488, "acc": 92.81836, "loss_bbox": 0.24069, "loss_mask": 0.25463, "loss": 0.78238, "time": 0.67044} {"mode": "train", "epoch": 5, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01798, "loss_rpn_cls": 0.03562, "loss_rpn_bbox": 0.0398, "loss_cls": 0.21416, "acc": 92.88184, "loss_bbox": 0.23737, "loss_mask": 0.24882, "loss": 0.77578, "time": 0.66615} {"mode": "train", "epoch": 5, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.02078, "loss_rpn_cls": 0.03458, "loss_rpn_bbox": 0.03837, "loss_cls": 0.20922, "acc": 92.89844, "loss_bbox": 0.23339, "loss_mask": 0.23388, "loss": 0.74944, "time": 0.68677} {"mode": "train", "epoch": 5, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.01876, "loss_rpn_cls": 0.03344, "loss_rpn_bbox": 0.03686, "loss_cls": 0.21791, "acc": 92.73901, "loss_bbox": 0.23322, "loss_mask": 0.2415, "loss": 0.76293, "time": 0.67007} {"mode": "train", "epoch": 5, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.01772, "loss_rpn_cls": 0.03852, "loss_rpn_bbox": 0.04027, "loss_cls": 0.22802, "acc": 92.51099, "loss_bbox": 0.24728, "loss_mask": 0.2551, "loss": 0.80918, "time": 0.66856} {"mode": "train", "epoch": 5, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.01956, "loss_rpn_cls": 0.03719, "loss_rpn_bbox": 0.04154, "loss_cls": 0.22079, "acc": 92.51318, "loss_bbox": 0.2512, "loss_mask": 0.25547, "loss": 0.80619, "time": 0.66891} {"mode": "train", "epoch": 5, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.01648, "loss_rpn_cls": 0.03252, "loss_rpn_bbox": 0.03627, "loss_cls": 0.21078, "acc": 92.9231, "loss_bbox": 0.23144, "loss_mask": 0.24035, "loss": 0.75136, "time": 0.66755} {"mode": "train", "epoch": 5, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.01694, "loss_rpn_cls": 0.03644, "loss_rpn_bbox": 0.03931, "loss_cls": 0.21615, "acc": 92.86743, "loss_bbox": 0.23431, "loss_mask": 0.24644, "loss": 0.77264, "time": 0.67148} {"mode": "train", "epoch": 5, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01596, "loss_rpn_cls": 0.03473, "loss_rpn_bbox": 0.03667, "loss_cls": 0.21504, "acc": 92.85693, "loss_bbox": 0.23795, "loss_mask": 0.2402, "loss": 0.76459, "time": 0.65917} {"mode": "train", "epoch": 5, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01679, "loss_rpn_cls": 0.03392, "loss_rpn_bbox": 0.03551, "loss_cls": 0.2225, "acc": 92.62964, "loss_bbox": 0.23636, "loss_mask": 0.24204, "loss": 0.77032, "time": 0.6683} {"mode": "train", "epoch": 5, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.0191, "loss_rpn_cls": 0.03394, "loss_rpn_bbox": 0.03825, "loss_cls": 0.21192, "acc": 92.91382, "loss_bbox": 0.23642, "loss_mask": 0.24996, "loss": 0.77049, "time": 0.66549} {"mode": "train", "epoch": 5, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.016, "loss_rpn_cls": 0.03467, "loss_rpn_bbox": 0.03846, "loss_cls": 0.20552, "acc": 93.06641, "loss_bbox": 0.23029, "loss_mask": 0.24643, "loss": 0.75536, "time": 0.66804} {"mode": "train", "epoch": 5, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.01563, "loss_rpn_cls": 0.03703, "loss_rpn_bbox": 0.03882, "loss_cls": 0.22351, "acc": 92.62939, "loss_bbox": 0.24266, "loss_mask": 0.25226, "loss": 0.79429, "time": 0.68073} {"mode": "train", "epoch": 5, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.01533, "loss_rpn_cls": 0.03301, "loss_rpn_bbox": 0.03588, "loss_cls": 0.20204, "acc": 93.16187, "loss_bbox": 0.22566, "loss_mask": 0.24071, "loss": 0.7373, "time": 0.66202} {"mode": "train", "epoch": 5, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.0151, "loss_rpn_cls": 0.03402, "loss_rpn_bbox": 0.03725, "loss_cls": 0.21124, "acc": 92.80249, "loss_bbox": 0.23751, "loss_mask": 0.24612, "loss": 0.76614, "time": 0.67552} {"mode": "train", "epoch": 5, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.01778, "loss_rpn_cls": 0.03569, "loss_rpn_bbox": 0.037, "loss_cls": 0.2182, "acc": 92.75537, "loss_bbox": 0.23577, "loss_mask": 0.24539, "loss": 0.77204, "time": 0.66673} {"mode": "train", "epoch": 5, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.01782, "loss_rpn_cls": 0.03348, "loss_rpn_bbox": 0.03866, "loss_cls": 0.21394, "acc": 92.79785, "loss_bbox": 0.2399, "loss_mask": 0.24247, "loss": 0.76845, "time": 0.67008} {"mode": "train", "epoch": 5, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01753, "loss_rpn_cls": 0.03363, "loss_rpn_bbox": 0.03689, "loss_cls": 0.21522, "acc": 92.80811, "loss_bbox": 0.23558, "loss_mask": 0.24949, "loss": 0.77081, "time": 0.67063} {"mode": "train", "epoch": 5, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01909, "loss_rpn_cls": 0.03201, "loss_rpn_bbox": 0.03663, "loss_cls": 0.20843, "acc": 92.9104, "loss_bbox": 0.23059, "loss_mask": 0.2426, "loss": 0.75024, "time": 0.67077} {"mode": "val", "epoch": 5, "iter": 625, "lr": 0.0, "bbox_mAP": 0.4377, "bbox_mAP_50": 0.6755, "bbox_mAP_75": 0.482, "bbox_mAP_s": 0.2917, "bbox_mAP_m": 0.475, "bbox_mAP_l": 0.5549, "bbox_mAP_copypaste": "0.4377 0.6755 0.4820 0.2917 0.4750 0.5549", "segm_mAP": 0.4007, "segm_mAP_50": 0.6417, "segm_mAP_75": 0.429, "segm_mAP_s": 0.2135, "segm_mAP_m": 0.4393, "segm_mAP_l": 0.5867, "segm_mAP_copypaste": "0.4007 0.6417 0.4290 0.2135 0.4393 0.5867"} {"mode": "train", "epoch": 6, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.71787, "loss_rpn_cls": 0.02988, "loss_rpn_bbox": 0.03575, "loss_cls": 0.2088, "acc": 93.06152, "loss_bbox": 0.23084, "loss_mask": 0.24859, "loss": 0.75386, "time": 1.3709} {"mode": "train", "epoch": 6, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.02057, "loss_rpn_cls": 0.03571, "loss_rpn_bbox": 0.0392, "loss_cls": 0.2193, "acc": 92.67432, "loss_bbox": 0.23828, "loss_mask": 0.25377, "loss": 0.78626, "time": 0.67342} {"mode": "train", "epoch": 6, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.01738, "loss_rpn_cls": 0.0326, "loss_rpn_bbox": 0.03753, "loss_cls": 0.21342, "acc": 92.77344, "loss_bbox": 0.23997, "loss_mask": 0.24295, "loss": 0.76648, "time": 0.66764} {"mode": "train", "epoch": 6, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.0155, "loss_rpn_cls": 0.03088, "loss_rpn_bbox": 0.03539, "loss_cls": 0.20439, "acc": 92.99487, "loss_bbox": 0.2375, "loss_mask": 0.24043, "loss": 0.74859, "time": 0.6678} {"mode": "train", "epoch": 6, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.01696, "loss_rpn_cls": 0.03338, "loss_rpn_bbox": 0.03911, "loss_cls": 0.21118, "acc": 92.7981, "loss_bbox": 0.24076, "loss_mask": 0.24864, "loss": 0.77307, "time": 0.67046} {"mode": "train", "epoch": 6, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.01532, "loss_rpn_cls": 0.03248, "loss_rpn_bbox": 0.03723, "loss_cls": 0.21201, "acc": 92.97949, "loss_bbox": 0.23279, "loss_mask": 0.247, "loss": 0.76152, "time": 0.68432} {"mode": "train", "epoch": 6, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.01973, "loss_rpn_cls": 0.03776, "loss_rpn_bbox": 0.04033, "loss_cls": 0.23241, "acc": 92.18481, "loss_bbox": 0.25322, "loss_mask": 0.24754, "loss": 0.81126, "time": 0.67777} {"mode": "train", "epoch": 6, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.0162, "loss_rpn_cls": 0.03348, "loss_rpn_bbox": 0.03785, "loss_cls": 0.20861, "acc": 92.85742, "loss_bbox": 0.23474, "loss_mask": 0.24217, "loss": 0.75685, "time": 0.66362} {"mode": "train", "epoch": 6, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.01686, "loss_rpn_cls": 0.03645, "loss_rpn_bbox": 0.03874, "loss_cls": 0.21698, "acc": 92.7627, "loss_bbox": 0.23473, "loss_mask": 0.24619, "loss": 0.77307, "time": 0.67476} {"mode": "train", "epoch": 6, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.01705, "loss_rpn_cls": 0.03362, "loss_rpn_bbox": 0.03899, "loss_cls": 0.21791, "acc": 92.75659, "loss_bbox": 0.24127, "loss_mask": 0.24952, "loss": 0.7813, "time": 0.66245} {"mode": "train", "epoch": 6, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01586, "loss_rpn_cls": 0.03523, "loss_rpn_bbox": 0.03822, "loss_cls": 0.22039, "acc": 92.55835, "loss_bbox": 0.24129, "loss_mask": 0.24856, "loss": 0.78369, "time": 0.66681} {"mode": "train", "epoch": 6, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.01579, "loss_rpn_cls": 0.03483, "loss_rpn_bbox": 0.03839, "loss_cls": 0.21935, "acc": 92.51392, "loss_bbox": 0.2449, "loss_mask": 0.24661, "loss": 0.78407, "time": 0.66743} {"mode": "train", "epoch": 6, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.01667, "loss_rpn_cls": 0.03331, "loss_rpn_bbox": 0.03596, "loss_cls": 0.21056, "acc": 92.94336, "loss_bbox": 0.233, "loss_mask": 0.24035, "loss": 0.75318, "time": 0.66819} {"mode": "train", "epoch": 6, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.01674, "loss_rpn_cls": 0.03379, "loss_rpn_bbox": 0.03972, "loss_cls": 0.22067, "acc": 92.55566, "loss_bbox": 0.24325, "loss_mask": 0.24546, "loss": 0.7829, "time": 0.67323} {"mode": "train", "epoch": 6, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.01767, "loss_rpn_cls": 0.03647, "loss_rpn_bbox": 0.03878, "loss_cls": 0.21997, "acc": 92.61743, "loss_bbox": 0.24218, "loss_mask": 0.24043, "loss": 0.77783, "time": 0.66865} {"mode": "train", "epoch": 6, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.01924, "loss_rpn_cls": 0.03312, "loss_rpn_bbox": 0.03767, "loss_cls": 0.21465, "acc": 92.7688, "loss_bbox": 0.23781, "loss_mask": 0.23713, "loss": 0.76038, "time": 0.67077} {"mode": "train", "epoch": 6, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.01584, "loss_rpn_cls": 0.03411, "loss_rpn_bbox": 0.03831, "loss_cls": 0.2221, "acc": 92.58887, "loss_bbox": 0.2397, "loss_mask": 0.24492, "loss": 0.77914, "time": 0.6898} {"mode": "train", "epoch": 6, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.01588, "loss_rpn_cls": 0.03745, "loss_rpn_bbox": 0.03952, "loss_cls": 0.21487, "acc": 92.8833, "loss_bbox": 0.23876, "loss_mask": 0.24431, "loss": 0.77491, "time": 0.66858} {"mode": "train", "epoch": 6, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.01693, "loss_rpn_cls": 0.03334, "loss_rpn_bbox": 0.038, "loss_cls": 0.21726, "acc": 92.7229, "loss_bbox": 0.24225, "loss_mask": 0.24392, "loss": 0.77478, "time": 0.6638} {"mode": "train", "epoch": 6, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.01618, "loss_rpn_cls": 0.02922, "loss_rpn_bbox": 0.03501, "loss_cls": 0.20749, "acc": 92.89575, "loss_bbox": 0.23525, "loss_mask": 0.23782, "loss": 0.74479, "time": 0.66139} {"mode": "train", "epoch": 6, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01775, "loss_rpn_cls": 0.03312, "loss_rpn_bbox": 0.03628, "loss_cls": 0.21369, "acc": 92.80615, "loss_bbox": 0.23853, "loss_mask": 0.24276, "loss": 0.76438, "time": 0.66501} {"mode": "train", "epoch": 6, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.01736, "loss_rpn_cls": 0.03639, "loss_rpn_bbox": 0.0383, "loss_cls": 0.21556, "acc": 92.72388, "loss_bbox": 0.23905, "loss_mask": 0.24452, "loss": 0.77382, "time": 0.66521} {"mode": "train", "epoch": 6, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.01733, "loss_rpn_cls": 0.03175, "loss_rpn_bbox": 0.03739, "loss_cls": 0.21087, "acc": 92.80518, "loss_bbox": 0.23393, "loss_mask": 0.23942, "loss": 0.75336, "time": 0.6786} {"mode": "train", "epoch": 6, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.01544, "loss_rpn_cls": 0.03598, "loss_rpn_bbox": 0.03817, "loss_cls": 0.21843, "acc": 92.65479, "loss_bbox": 0.23624, "loss_mask": 0.24516, "loss": 0.77398, "time": 0.67924} {"mode": "train", "epoch": 6, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.0172, "loss_rpn_cls": 0.03346, "loss_rpn_bbox": 0.03612, "loss_cls": 0.20676, "acc": 93.13599, "loss_bbox": 0.22965, "loss_mask": 0.24084, "loss": 0.74682, "time": 0.67639} {"mode": "train", "epoch": 6, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.01625, "loss_rpn_cls": 0.03662, "loss_rpn_bbox": 0.03931, "loss_cls": 0.20387, "acc": 93.14893, "loss_bbox": 0.23204, "loss_mask": 0.24619, "loss": 0.75803, "time": 0.66873} {"mode": "train", "epoch": 6, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01853, "loss_rpn_cls": 0.03472, "loss_rpn_bbox": 0.03827, "loss_cls": 0.22233, "acc": 92.53491, "loss_bbox": 0.24687, "loss_mask": 0.2484, "loss": 0.79061, "time": 0.67436} {"mode": "train", "epoch": 6, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01709, "loss_rpn_cls": 0.03249, "loss_rpn_bbox": 0.03864, "loss_cls": 0.21369, "acc": 92.69312, "loss_bbox": 0.23886, "loss_mask": 0.24905, "loss": 0.77273, "time": 0.67603} {"mode": "train", "epoch": 6, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.0188, "loss_rpn_cls": 0.03497, "loss_rpn_bbox": 0.03983, "loss_cls": 0.22653, "acc": 92.37109, "loss_bbox": 0.25103, "loss_mask": 0.2565, "loss": 0.80886, "time": 0.68215} {"mode": "train", "epoch": 6, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.01836, "loss_rpn_cls": 0.03653, "loss_rpn_bbox": 0.03844, "loss_cls": 0.21469, "acc": 92.74023, "loss_bbox": 0.24268, "loss_mask": 0.25109, "loss": 0.78345, "time": 0.66966} {"mode": "train", "epoch": 6, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.01681, "loss_rpn_cls": 0.0324, "loss_rpn_bbox": 0.03612, "loss_cls": 0.20857, "acc": 92.96045, "loss_bbox": 0.23314, "loss_mask": 0.24397, "loss": 0.7542, "time": 0.66924} {"mode": "train", "epoch": 6, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.01781, "loss_rpn_cls": 0.03407, "loss_rpn_bbox": 0.03893, "loss_cls": 0.21981, "acc": 92.48193, "loss_bbox": 0.25098, "loss_mask": 0.24595, "loss": 0.78973, "time": 0.66089} {"mode": "train", "epoch": 6, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.01851, "loss_rpn_cls": 0.03609, "loss_rpn_bbox": 0.03845, "loss_cls": 0.2186, "acc": 92.58057, "loss_bbox": 0.24073, "loss_mask": 0.24395, "loss": 0.77783, "time": 0.66579} {"mode": "train", "epoch": 6, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.01655, "loss_rpn_cls": 0.03446, "loss_rpn_bbox": 0.03907, "loss_cls": 0.20812, "acc": 92.87817, "loss_bbox": 0.2339, "loss_mask": 0.23785, "loss": 0.7534, "time": 0.66665} {"mode": "train", "epoch": 6, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.01985, "loss_rpn_cls": 0.03266, "loss_rpn_bbox": 0.03657, "loss_cls": 0.21527, "acc": 92.88477, "loss_bbox": 0.23978, "loss_mask": 0.24354, "loss": 0.76782, "time": 0.67096} {"mode": "train", "epoch": 6, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.01927, "loss_rpn_cls": 0.03241, "loss_rpn_bbox": 0.03797, "loss_cls": 0.22091, "acc": 92.66528, "loss_bbox": 0.24065, "loss_mask": 0.24202, "loss": 0.77397, "time": 0.67479} {"mode": "train", "epoch": 6, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.01814, "loss_rpn_cls": 0.03243, "loss_rpn_bbox": 0.03672, "loss_cls": 0.21649, "acc": 92.65405, "loss_bbox": 0.24426, "loss_mask": 0.25044, "loss": 0.78034, "time": 0.66833} {"mode": "train", "epoch": 6, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.02021, "loss_rpn_cls": 0.03516, "loss_rpn_bbox": 0.0372, "loss_cls": 0.20082, "acc": 93.24121, "loss_bbox": 0.2262, "loss_mask": 0.24084, "loss": 0.74021, "time": 0.6773} {"mode": "train", "epoch": 6, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.01671, "loss_rpn_cls": 0.0366, "loss_rpn_bbox": 0.03811, "loss_cls": 0.21416, "acc": 92.88354, "loss_bbox": 0.23384, "loss_mask": 0.24815, "loss": 0.77087, "time": 0.67643} {"mode": "train", "epoch": 6, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.0177, "loss_rpn_cls": 0.0363, "loss_rpn_bbox": 0.04045, "loss_cls": 0.21382, "acc": 92.74683, "loss_bbox": 0.24119, "loss_mask": 0.24648, "loss": 0.77824, "time": 0.66903} {"mode": "train", "epoch": 6, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.01574, "loss_rpn_cls": 0.03547, "loss_rpn_bbox": 0.03789, "loss_cls": 0.21887, "acc": 92.75708, "loss_bbox": 0.23704, "loss_mask": 0.24046, "loss": 0.76974, "time": 0.67381} {"mode": "train", "epoch": 6, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.01615, "loss_rpn_cls": 0.0319, "loss_rpn_bbox": 0.03972, "loss_cls": 0.20902, "acc": 92.86621, "loss_bbox": 0.23261, "loss_mask": 0.24618, "loss": 0.75944, "time": 0.66653} {"mode": "train", "epoch": 6, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.01829, "loss_rpn_cls": 0.03341, "loss_rpn_bbox": 0.03657, "loss_cls": 0.21421, "acc": 92.72217, "loss_bbox": 0.23591, "loss_mask": 0.24466, "loss": 0.76476, "time": 0.66209} {"mode": "train", "epoch": 6, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.01945, "loss_rpn_cls": 0.03177, "loss_rpn_bbox": 0.03717, "loss_cls": 0.21432, "acc": 92.75708, "loss_bbox": 0.23755, "loss_mask": 0.24197, "loss": 0.76278, "time": 0.68223} {"mode": "train", "epoch": 6, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.01689, "loss_rpn_cls": 0.03461, "loss_rpn_bbox": 0.03529, "loss_cls": 0.21231, "acc": 92.9292, "loss_bbox": 0.22654, "loss_mask": 0.24274, "loss": 0.7515, "time": 0.66652} {"mode": "train", "epoch": 6, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.01787, "loss_rpn_cls": 0.03379, "loss_rpn_bbox": 0.03994, "loss_cls": 0.22161, "acc": 92.65356, "loss_bbox": 0.24488, "loss_mask": 0.24307, "loss": 0.78329, "time": 0.67715} {"mode": "train", "epoch": 6, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.01681, "loss_rpn_cls": 0.03574, "loss_rpn_bbox": 0.0392, "loss_cls": 0.21609, "acc": 92.81014, "loss_bbox": 0.23922, "loss_mask": 0.25115, "loss": 0.78141, "time": 0.66377} {"mode": "train", "epoch": 6, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.02007, "loss_rpn_cls": 0.0362, "loss_rpn_bbox": 0.0408, "loss_cls": 0.21943, "acc": 92.71997, "loss_bbox": 0.23609, "loss_mask": 0.23914, "loss": 0.77167, "time": 0.67192} {"mode": "train", "epoch": 6, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.01582, "loss_rpn_cls": 0.03505, "loss_rpn_bbox": 0.03739, "loss_cls": 0.20629, "acc": 93.08716, "loss_bbox": 0.2361, "loss_mask": 0.24503, "loss": 0.75987, "time": 0.67683} {"mode": "train", "epoch": 6, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.01793, "loss_rpn_cls": 0.03224, "loss_rpn_bbox": 0.038, "loss_cls": 0.20588, "acc": 92.97241, "loss_bbox": 0.23966, "loss_mask": 0.24358, "loss": 0.75935, "time": 0.67667} {"mode": "train", "epoch": 6, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.01885, "loss_rpn_cls": 0.03216, "loss_rpn_bbox": 0.03866, "loss_cls": 0.21288, "acc": 92.68384, "loss_bbox": 0.23631, "loss_mask": 0.24095, "loss": 0.76096, "time": 0.67328} {"mode": "train", "epoch": 6, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.01806, "loss_rpn_cls": 0.03369, "loss_rpn_bbox": 0.04074, "loss_cls": 0.20854, "acc": 92.92041, "loss_bbox": 0.24256, "loss_mask": 0.24512, "loss": 0.77065, "time": 0.66183} {"mode": "train", "epoch": 6, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.01615, "loss_rpn_cls": 0.03176, "loss_rpn_bbox": 0.03836, "loss_cls": 0.20689, "acc": 93.10107, "loss_bbox": 0.22957, "loss_mask": 0.24299, "loss": 0.74957, "time": 0.67821} {"mode": "train", "epoch": 6, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.01597, "loss_rpn_cls": 0.03105, "loss_rpn_bbox": 0.03671, "loss_cls": 0.21316, "acc": 92.73755, "loss_bbox": 0.23952, "loss_mask": 0.24128, "loss": 0.76172, "time": 0.67289} {"mode": "train", "epoch": 6, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.01638, "loss_rpn_cls": 0.03482, "loss_rpn_bbox": 0.03973, "loss_cls": 0.21593, "acc": 92.75732, "loss_bbox": 0.23603, "loss_mask": 0.24566, "loss": 0.77217, "time": 0.66291} {"mode": "train", "epoch": 6, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.0167, "loss_rpn_cls": 0.03213, "loss_rpn_bbox": 0.03769, "loss_cls": 0.20104, "acc": 93.05444, "loss_bbox": 0.23114, "loss_mask": 0.23875, "loss": 0.74074, "time": 0.67777} {"mode": "train", "epoch": 6, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.01423, "loss_rpn_cls": 0.03437, "loss_rpn_bbox": 0.0374, "loss_cls": 0.20664, "acc": 92.94629, "loss_bbox": 0.22873, "loss_mask": 0.24416, "loss": 0.7513, "time": 0.66129} {"mode": "train", "epoch": 6, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.01959, "loss_rpn_cls": 0.03473, "loss_rpn_bbox": 0.03932, "loss_cls": 0.21687, "acc": 92.51831, "loss_bbox": 0.24419, "loss_mask": 0.24514, "loss": 0.78026, "time": 0.66475} {"mode": "train", "epoch": 6, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.01598, "loss_rpn_cls": 0.03259, "loss_rpn_bbox": 0.03739, "loss_cls": 0.21209, "acc": 92.94287, "loss_bbox": 0.2318, "loss_mask": 0.24007, "loss": 0.75393, "time": 0.67008} {"mode": "train", "epoch": 6, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.01721, "loss_rpn_cls": 0.03296, "loss_rpn_bbox": 0.03738, "loss_cls": 0.21769, "acc": 92.6748, "loss_bbox": 0.23897, "loss_mask": 0.2445, "loss": 0.7715, "time": 0.66147} {"mode": "train", "epoch": 6, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.01711, "loss_rpn_cls": 0.03186, "loss_rpn_bbox": 0.03677, "loss_cls": 0.21687, "acc": 92.72363, "loss_bbox": 0.24067, "loss_mask": 0.24627, "loss": 0.77244, "time": 0.67593} {"mode": "train", "epoch": 6, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.01642, "loss_rpn_cls": 0.03135, "loss_rpn_bbox": 0.03656, "loss_cls": 0.21335, "acc": 92.93823, "loss_bbox": 0.23629, "loss_mask": 0.2462, "loss": 0.76376, "time": 0.6658} {"mode": "train", "epoch": 6, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.01721, "loss_rpn_cls": 0.03259, "loss_rpn_bbox": 0.037, "loss_cls": 0.21332, "acc": 92.89722, "loss_bbox": 0.23595, "loss_mask": 0.2437, "loss": 0.76256, "time": 0.67161} {"mode": "train", "epoch": 6, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01652, "loss_rpn_cls": 0.03304, "loss_rpn_bbox": 0.03551, "loss_cls": 0.20957, "acc": 93.01001, "loss_bbox": 0.23151, "loss_mask": 0.2446, "loss": 0.75422, "time": 0.67081} {"mode": "train", "epoch": 6, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.0155, "loss_rpn_cls": 0.03203, "loss_rpn_bbox": 0.03857, "loss_cls": 0.21528, "acc": 92.76978, "loss_bbox": 0.23901, "loss_mask": 0.24053, "loss": 0.76541, "time": 0.66503} {"mode": "train", "epoch": 6, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01856, "loss_rpn_cls": 0.03024, "loss_rpn_bbox": 0.03716, "loss_cls": 0.21534, "acc": 92.70508, "loss_bbox": 0.2395, "loss_mask": 0.23845, "loss": 0.7607, "time": 0.68396} {"mode": "train", "epoch": 6, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.01683, "loss_rpn_cls": 0.03407, "loss_rpn_bbox": 0.03945, "loss_cls": 0.21754, "acc": 92.64893, "loss_bbox": 0.24212, "loss_mask": 0.24294, "loss": 0.77612, "time": 0.68952} {"mode": "train", "epoch": 6, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.01771, "loss_rpn_cls": 0.03635, "loss_rpn_bbox": 0.04093, "loss_cls": 0.2338, "acc": 92.20483, "loss_bbox": 0.25714, "loss_mask": 0.24976, "loss": 0.81799, "time": 0.67957} {"mode": "train", "epoch": 6, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.01634, "loss_rpn_cls": 0.03522, "loss_rpn_bbox": 0.03652, "loss_cls": 0.21664, "acc": 92.66235, "loss_bbox": 0.23937, "loss_mask": 0.24166, "loss": 0.7694, "time": 0.67098} {"mode": "train", "epoch": 6, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.01811, "loss_rpn_cls": 0.03316, "loss_rpn_bbox": 0.03979, "loss_cls": 0.21651, "acc": 92.60767, "loss_bbox": 0.24074, "loss_mask": 0.24567, "loss": 0.77588, "time": 0.67393} {"mode": "train", "epoch": 6, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.01544, "loss_rpn_cls": 0.03324, "loss_rpn_bbox": 0.03608, "loss_cls": 0.20364, "acc": 93.12476, "loss_bbox": 0.23143, "loss_mask": 0.23914, "loss": 0.74354, "time": 0.66969} {"mode": "train", "epoch": 6, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.01905, "loss_rpn_cls": 0.03421, "loss_rpn_bbox": 0.03684, "loss_cls": 0.20984, "acc": 92.95972, "loss_bbox": 0.23012, "loss_mask": 0.24488, "loss": 0.75588, "time": 0.68136} {"mode": "train", "epoch": 6, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.01727, "loss_rpn_cls": 0.03272, "loss_rpn_bbox": 0.03723, "loss_cls": 0.21422, "acc": 92.87695, "loss_bbox": 0.23348, "loss_mask": 0.24066, "loss": 0.75829, "time": 0.66762} {"mode": "train", "epoch": 6, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.01652, "loss_rpn_cls": 0.03744, "loss_rpn_bbox": 0.04027, "loss_cls": 0.21959, "acc": 92.61401, "loss_bbox": 0.23978, "loss_mask": 0.24285, "loss": 0.77993, "time": 0.67356} {"mode": "train", "epoch": 6, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01782, "loss_rpn_cls": 0.03589, "loss_rpn_bbox": 0.0379, "loss_cls": 0.21364, "acc": 92.7937, "loss_bbox": 0.24185, "loss_mask": 0.24051, "loss": 0.76979, "time": 0.66819} {"mode": "train", "epoch": 6, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01792, "loss_rpn_cls": 0.03452, "loss_rpn_bbox": 0.03742, "loss_cls": 0.21447, "acc": 92.78271, "loss_bbox": 0.2348, "loss_mask": 0.23974, "loss": 0.76095, "time": 0.67454} {"mode": "train", "epoch": 6, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01707, "loss_rpn_cls": 0.03562, "loss_rpn_bbox": 0.0387, "loss_cls": 0.21371, "acc": 92.87866, "loss_bbox": 0.2361, "loss_mask": 0.24118, "loss": 0.76532, "time": 0.66939} {"mode": "train", "epoch": 6, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01743, "loss_rpn_cls": 0.03262, "loss_rpn_bbox": 0.03818, "loss_cls": 0.21951, "acc": 92.58057, "loss_bbox": 0.24726, "loss_mask": 0.2452, "loss": 0.78276, "time": 0.66897} {"mode": "train", "epoch": 6, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.01801, "loss_rpn_cls": 0.03299, "loss_rpn_bbox": 0.03862, "loss_cls": 0.21871, "acc": 92.7334, "loss_bbox": 0.24157, "loss_mask": 0.24523, "loss": 0.77712, "time": 0.67266} {"mode": "train", "epoch": 6, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.01736, "loss_rpn_cls": 0.03507, "loss_rpn_bbox": 0.03977, "loss_cls": 0.2159, "acc": 92.66724, "loss_bbox": 0.23923, "loss_mask": 0.24111, "loss": 0.77109, "time": 0.67395} {"mode": "train", "epoch": 6, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01791, "loss_rpn_cls": 0.03105, "loss_rpn_bbox": 0.03598, "loss_cls": 0.20823, "acc": 93.00122, "loss_bbox": 0.22865, "loss_mask": 0.24544, "loss": 0.74936, "time": 0.67177} {"mode": "train", "epoch": 6, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.01746, "loss_rpn_cls": 0.03358, "loss_rpn_bbox": 0.0367, "loss_cls": 0.20723, "acc": 92.93555, "loss_bbox": 0.23195, "loss_mask": 0.24436, "loss": 0.75382, "time": 0.6735} {"mode": "train", "epoch": 6, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.02027, "loss_rpn_cls": 0.03404, "loss_rpn_bbox": 0.03881, "loss_cls": 0.21601, "acc": 92.61597, "loss_bbox": 0.24121, "loss_mask": 0.24531, "loss": 0.77538, "time": 0.66986} {"mode": "train", "epoch": 6, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.0201, "loss_rpn_cls": 0.03881, "loss_rpn_bbox": 0.0393, "loss_cls": 0.22786, "acc": 92.43237, "loss_bbox": 0.24674, "loss_mask": 0.25473, "loss": 0.80743, "time": 0.67266} {"mode": "train", "epoch": 6, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.01926, "loss_rpn_cls": 0.03246, "loss_rpn_bbox": 0.03833, "loss_cls": 0.21122, "acc": 92.92383, "loss_bbox": 0.23328, "loss_mask": 0.24489, "loss": 0.76018, "time": 0.66658} {"mode": "train", "epoch": 6, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01626, "loss_rpn_cls": 0.03241, "loss_rpn_bbox": 0.03524, "loss_cls": 0.20131, "acc": 93.13354, "loss_bbox": 0.22733, "loss_mask": 0.2424, "loss": 0.7387, "time": 0.66253} {"mode": "train", "epoch": 6, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.01803, "loss_rpn_cls": 0.03448, "loss_rpn_bbox": 0.03771, "loss_cls": 0.20665, "acc": 93.01123, "loss_bbox": 0.2287, "loss_mask": 0.2409, "loss": 0.74843, "time": 0.67338} {"mode": "train", "epoch": 6, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.01718, "loss_rpn_cls": 0.03236, "loss_rpn_bbox": 0.03534, "loss_cls": 0.20369, "acc": 93.06543, "loss_bbox": 0.22872, "loss_mask": 0.24077, "loss": 0.74087, "time": 0.68729} {"mode": "train", "epoch": 6, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.01605, "loss_rpn_cls": 0.03337, "loss_rpn_bbox": 0.03589, "loss_cls": 0.20575, "acc": 93.1377, "loss_bbox": 0.22659, "loss_mask": 0.24048, "loss": 0.74207, "time": 0.68069} {"mode": "train", "epoch": 6, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01746, "loss_rpn_cls": 0.03427, "loss_rpn_bbox": 0.03697, "loss_cls": 0.21222, "acc": 93.03784, "loss_bbox": 0.23023, "loss_mask": 0.24796, "loss": 0.76165, "time": 0.67298} {"mode": "train", "epoch": 6, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01492, "loss_rpn_cls": 0.0339, "loss_rpn_bbox": 0.03954, "loss_cls": 0.20403, "acc": 93.13501, "loss_bbox": 0.23181, "loss_mask": 0.24816, "loss": 0.75744, "time": 0.68356} {"mode": "train", "epoch": 6, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.01584, "loss_rpn_cls": 0.0348, "loss_rpn_bbox": 0.03684, "loss_cls": 0.20837, "acc": 93.00439, "loss_bbox": 0.23662, "loss_mask": 0.25117, "loss": 0.7678, "time": 0.66289} {"mode": "train", "epoch": 6, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.01678, "loss_rpn_cls": 0.03545, "loss_rpn_bbox": 0.03965, "loss_cls": 0.22438, "acc": 92.47559, "loss_bbox": 0.24535, "loss_mask": 0.24558, "loss": 0.7904, "time": 0.67342} {"mode": "train", "epoch": 6, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.01621, "loss_rpn_cls": 0.03264, "loss_rpn_bbox": 0.03671, "loss_cls": 0.20982, "acc": 92.92407, "loss_bbox": 0.23433, "loss_mask": 0.24099, "loss": 0.75449, "time": 0.65953} {"mode": "train", "epoch": 6, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01514, "loss_rpn_cls": 0.0332, "loss_rpn_bbox": 0.03696, "loss_cls": 0.20496, "acc": 93.12671, "loss_bbox": 0.22938, "loss_mask": 0.24242, "loss": 0.74691, "time": 0.67651} {"mode": "train", "epoch": 6, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.01627, "loss_rpn_cls": 0.03393, "loss_rpn_bbox": 0.04166, "loss_cls": 0.21494, "acc": 92.69751, "loss_bbox": 0.24417, "loss_mask": 0.24991, "loss": 0.78461, "time": 0.67597} {"mode": "train", "epoch": 6, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01488, "loss_rpn_cls": 0.03296, "loss_rpn_bbox": 0.0357, "loss_cls": 0.21281, "acc": 92.85156, "loss_bbox": 0.23265, "loss_mask": 0.2372, "loss": 0.75132, "time": 0.66256} {"mode": "train", "epoch": 6, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.01742, "loss_rpn_cls": 0.03562, "loss_rpn_bbox": 0.0401, "loss_cls": 0.2188, "acc": 92.54492, "loss_bbox": 0.24553, "loss_mask": 0.2421, "loss": 0.78215, "time": 0.66726} {"mode": "train", "epoch": 6, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.01636, "loss_rpn_cls": 0.03091, "loss_rpn_bbox": 0.03752, "loss_cls": 0.20797, "acc": 92.89355, "loss_bbox": 0.23207, "loss_mask": 0.24621, "loss": 0.75467, "time": 0.68239} {"mode": "train", "epoch": 6, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.01672, "loss_rpn_cls": 0.03592, "loss_rpn_bbox": 0.03666, "loss_cls": 0.20423, "acc": 93.14844, "loss_bbox": 0.22755, "loss_mask": 0.23712, "loss": 0.74147, "time": 0.67697} {"mode": "train", "epoch": 6, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.01771, "loss_rpn_cls": 0.03509, "loss_rpn_bbox": 0.03705, "loss_cls": 0.20938, "acc": 93.07031, "loss_bbox": 0.22922, "loss_mask": 0.2458, "loss": 0.75654, "time": 0.66333} {"mode": "train", "epoch": 6, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.01774, "loss_rpn_cls": 0.03419, "loss_rpn_bbox": 0.03769, "loss_cls": 0.20604, "acc": 92.9812, "loss_bbox": 0.23189, "loss_mask": 0.24169, "loss": 0.75151, "time": 0.68027} {"mode": "train", "epoch": 6, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.01562, "loss_rpn_cls": 0.03182, "loss_rpn_bbox": 0.03462, "loss_cls": 0.20061, "acc": 93.2334, "loss_bbox": 0.22609, "loss_mask": 0.23831, "loss": 0.73145, "time": 0.66533} {"mode": "train", "epoch": 6, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.01622, "loss_rpn_cls": 0.03019, "loss_rpn_bbox": 0.03477, "loss_cls": 0.20521, "acc": 93.05786, "loss_bbox": 0.22943, "loss_mask": 0.23781, "loss": 0.73741, "time": 0.67353} {"mode": "train", "epoch": 6, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.0174, "loss_rpn_cls": 0.03262, "loss_rpn_bbox": 0.03451, "loss_cls": 0.20688, "acc": 93.0769, "loss_bbox": 0.23083, "loss_mask": 0.24591, "loss": 0.75075, "time": 0.66927} {"mode": "train", "epoch": 6, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.01889, "loss_rpn_cls": 0.03734, "loss_rpn_bbox": 0.03965, "loss_cls": 0.22076, "acc": 92.53931, "loss_bbox": 0.24015, "loss_mask": 0.24759, "loss": 0.78549, "time": 0.68459} {"mode": "train", "epoch": 6, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.01744, "loss_rpn_cls": 0.03337, "loss_rpn_bbox": 0.03831, "loss_cls": 0.2154, "acc": 92.6582, "loss_bbox": 0.23938, "loss_mask": 0.24265, "loss": 0.76911, "time": 0.67067} {"mode": "train", "epoch": 6, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.01813, "loss_rpn_cls": 0.03586, "loss_rpn_bbox": 0.04012, "loss_cls": 0.22516, "acc": 92.45166, "loss_bbox": 0.24672, "loss_mask": 0.24553, "loss": 0.79338, "time": 0.66873} {"mode": "train", "epoch": 6, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.01758, "loss_rpn_cls": 0.03196, "loss_rpn_bbox": 0.03957, "loss_cls": 0.21495, "acc": 92.73975, "loss_bbox": 0.23945, "loss_mask": 0.245, "loss": 0.77093, "time": 0.68152} {"mode": "train", "epoch": 6, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.01738, "loss_rpn_cls": 0.03009, "loss_rpn_bbox": 0.03583, "loss_cls": 0.21414, "acc": 92.81714, "loss_bbox": 0.23513, "loss_mask": 0.24315, "loss": 0.75834, "time": 0.66381} {"mode": "train", "epoch": 6, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.01655, "loss_rpn_cls": 0.03364, "loss_rpn_bbox": 0.03649, "loss_cls": 0.218, "acc": 92.6582, "loss_bbox": 0.23679, "loss_mask": 0.24391, "loss": 0.76882, "time": 0.66925} {"mode": "train", "epoch": 6, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.01667, "loss_rpn_cls": 0.0331, "loss_rpn_bbox": 0.03696, "loss_cls": 0.21412, "acc": 92.82324, "loss_bbox": 0.2371, "loss_mask": 0.24067, "loss": 0.76196, "time": 0.6628} {"mode": "train", "epoch": 6, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.01512, "loss_rpn_cls": 0.03524, "loss_rpn_bbox": 0.03537, "loss_cls": 0.20895, "acc": 93.07959, "loss_bbox": 0.23075, "loss_mask": 0.24397, "loss": 0.75428, "time": 0.66313} {"mode": "train", "epoch": 6, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.0177, "loss_rpn_cls": 0.03244, "loss_rpn_bbox": 0.03597, "loss_cls": 0.21038, "acc": 92.93262, "loss_bbox": 0.23771, "loss_mask": 0.24022, "loss": 0.75673, "time": 0.6671} {"mode": "train", "epoch": 6, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.0166, "loss_rpn_cls": 0.03477, "loss_rpn_bbox": 0.03766, "loss_cls": 0.21424, "acc": 92.71826, "loss_bbox": 0.24078, "loss_mask": 0.24466, "loss": 0.77211, "time": 0.65894} {"mode": "train", "epoch": 6, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.01755, "loss_rpn_cls": 0.02987, "loss_rpn_bbox": 0.03544, "loss_cls": 0.20953, "acc": 92.82764, "loss_bbox": 0.237, "loss_mask": 0.24673, "loss": 0.75857, "time": 0.66457} {"mode": "train", "epoch": 6, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.01687, "loss_rpn_cls": 0.03273, "loss_rpn_bbox": 0.03752, "loss_cls": 0.21196, "acc": 92.92896, "loss_bbox": 0.23524, "loss_mask": 0.24405, "loss": 0.76149, "time": 0.6755} {"mode": "train", "epoch": 6, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.01655, "loss_rpn_cls": 0.03284, "loss_rpn_bbox": 0.0366, "loss_cls": 0.21424, "acc": 92.78711, "loss_bbox": 0.23676, "loss_mask": 0.24364, "loss": 0.76408, "time": 0.6693} {"mode": "train", "epoch": 6, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.01626, "loss_rpn_cls": 0.03497, "loss_rpn_bbox": 0.03881, "loss_cls": 0.20566, "acc": 93.05103, "loss_bbox": 0.23013, "loss_mask": 0.24263, "loss": 0.7522, "time": 0.68741} {"mode": "train", "epoch": 6, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.01582, "loss_rpn_cls": 0.03298, "loss_rpn_bbox": 0.03752, "loss_cls": 0.21122, "acc": 92.84204, "loss_bbox": 0.23517, "loss_mask": 0.24248, "loss": 0.75937, "time": 0.6625} {"mode": "train", "epoch": 6, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.01443, "loss_rpn_cls": 0.03256, "loss_rpn_bbox": 0.0358, "loss_cls": 0.19972, "acc": 93.14185, "loss_bbox": 0.2278, "loss_mask": 0.24024, "loss": 0.73611, "time": 0.65755} {"mode": "train", "epoch": 6, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01547, "loss_rpn_cls": 0.02889, "loss_rpn_bbox": 0.03462, "loss_cls": 0.20304, "acc": 93.21021, "loss_bbox": 0.22952, "loss_mask": 0.24686, "loss": 0.74293, "time": 0.66832} {"mode": "train", "epoch": 6, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.0177, "loss_rpn_cls": 0.03179, "loss_rpn_bbox": 0.03637, "loss_cls": 0.20617, "acc": 93.02466, "loss_bbox": 0.23379, "loss_mask": 0.23548, "loss": 0.7436, "time": 0.67239} {"mode": "train", "epoch": 6, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.01724, "loss_rpn_cls": 0.03402, "loss_rpn_bbox": 0.03794, "loss_cls": 0.21954, "acc": 92.78296, "loss_bbox": 0.23841, "loss_mask": 0.24341, "loss": 0.77332, "time": 0.66456} {"mode": "train", "epoch": 6, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.01659, "loss_rpn_cls": 0.03528, "loss_rpn_bbox": 0.03921, "loss_cls": 0.215, "acc": 92.64746, "loss_bbox": 0.242, "loss_mask": 0.24819, "loss": 0.77968, "time": 0.67402} {"mode": "train", "epoch": 6, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01551, "loss_rpn_cls": 0.03013, "loss_rpn_bbox": 0.03251, "loss_cls": 0.20063, "acc": 93.27954, "loss_bbox": 0.2211, "loss_mask": 0.23451, "loss": 0.71888, "time": 0.65809} {"mode": "train", "epoch": 6, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.01625, "loss_rpn_cls": 0.03576, "loss_rpn_bbox": 0.03572, "loss_cls": 0.21589, "acc": 92.77222, "loss_bbox": 0.23591, "loss_mask": 0.25002, "loss": 0.77329, "time": 0.6677} {"mode": "train", "epoch": 6, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.01484, "loss_rpn_cls": 0.03347, "loss_rpn_bbox": 0.03443, "loss_cls": 0.20461, "acc": 93.09277, "loss_bbox": 0.22497, "loss_mask": 0.23695, "loss": 0.73443, "time": 0.66801} {"mode": "train", "epoch": 6, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01571, "loss_rpn_cls": 0.03398, "loss_rpn_bbox": 0.03554, "loss_cls": 0.20369, "acc": 93.05054, "loss_bbox": 0.23015, "loss_mask": 0.23968, "loss": 0.74304, "time": 0.66557} {"mode": "train", "epoch": 6, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.0189, "loss_rpn_cls": 0.03186, "loss_rpn_bbox": 0.03747, "loss_cls": 0.21196, "acc": 92.92188, "loss_bbox": 0.23736, "loss_mask": 0.24542, "loss": 0.76408, "time": 0.66688} {"mode": "train", "epoch": 6, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.01598, "loss_rpn_cls": 0.0351, "loss_rpn_bbox": 0.03847, "loss_cls": 0.22109, "acc": 92.63647, "loss_bbox": 0.23857, "loss_mask": 0.24915, "loss": 0.78238, "time": 0.67429} {"mode": "train", "epoch": 6, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.01793, "loss_rpn_cls": 0.03354, "loss_rpn_bbox": 0.03735, "loss_cls": 0.20686, "acc": 92.9502, "loss_bbox": 0.22962, "loss_mask": 0.24079, "loss": 0.74814, "time": 0.66089} {"mode": "train", "epoch": 6, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.01725, "loss_rpn_cls": 0.0325, "loss_rpn_bbox": 0.03649, "loss_cls": 0.21945, "acc": 92.55322, "loss_bbox": 0.24413, "loss_mask": 0.24153, "loss": 0.77411, "time": 0.66722} {"mode": "train", "epoch": 6, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.01695, "loss_rpn_cls": 0.0338, "loss_rpn_bbox": 0.03742, "loss_cls": 0.20651, "acc": 92.92188, "loss_bbox": 0.23163, "loss_mask": 0.23989, "loss": 0.74924, "time": 0.66387} {"mode": "train", "epoch": 6, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.01896, "loss_rpn_cls": 0.03326, "loss_rpn_bbox": 0.03934, "loss_cls": 0.20595, "acc": 93.04663, "loss_bbox": 0.23248, "loss_mask": 0.23796, "loss": 0.74899, "time": 0.6708} {"mode": "train", "epoch": 6, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01723, "loss_rpn_cls": 0.02855, "loss_rpn_bbox": 0.03338, "loss_cls": 0.19927, "acc": 93.22241, "loss_bbox": 0.22396, "loss_mask": 0.23778, "loss": 0.72293, "time": 0.66144} {"mode": "train", "epoch": 6, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01976, "loss_rpn_cls": 0.03438, "loss_rpn_bbox": 0.03694, "loss_cls": 0.2098, "acc": 93.15137, "loss_bbox": 0.22761, "loss_mask": 0.24004, "loss": 0.74878, "time": 0.67359} {"mode": "train", "epoch": 6, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.01699, "loss_rpn_cls": 0.03018, "loss_rpn_bbox": 0.0348, "loss_cls": 0.20238, "acc": 93.00977, "loss_bbox": 0.22212, "loss_mask": 0.23648, "loss": 0.72596, "time": 0.67111} {"mode": "train", "epoch": 6, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.01958, "loss_rpn_cls": 0.03175, "loss_rpn_bbox": 0.03476, "loss_cls": 0.20025, "acc": 93.16187, "loss_bbox": 0.22649, "loss_mask": 0.2414, "loss": 0.73465, "time": 0.66966} {"mode": "train", "epoch": 6, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.01755, "loss_rpn_cls": 0.033, "loss_rpn_bbox": 0.03865, "loss_cls": 0.20296, "acc": 93.19604, "loss_bbox": 0.22683, "loss_mask": 0.24007, "loss": 0.74151, "time": 0.67149} {"mode": "train", "epoch": 6, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.01619, "loss_rpn_cls": 0.03139, "loss_rpn_bbox": 0.03706, "loss_cls": 0.20855, "acc": 92.83765, "loss_bbox": 0.23515, "loss_mask": 0.24611, "loss": 0.75826, "time": 0.65936} {"mode": "train", "epoch": 6, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.01861, "loss_rpn_cls": 0.03123, "loss_rpn_bbox": 0.03582, "loss_cls": 0.21138, "acc": 93.07886, "loss_bbox": 0.22954, "loss_mask": 0.24919, "loss": 0.75716, "time": 0.67279} {"mode": "train", "epoch": 6, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.01556, "loss_rpn_cls": 0.03192, "loss_rpn_bbox": 0.034, "loss_cls": 0.21146, "acc": 92.98022, "loss_bbox": 0.23318, "loss_mask": 0.24067, "loss": 0.75123, "time": 0.66576} {"mode": "train", "epoch": 6, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.01619, "loss_rpn_cls": 0.03663, "loss_rpn_bbox": 0.03952, "loss_cls": 0.22227, "acc": 92.53906, "loss_bbox": 0.24621, "loss_mask": 0.24113, "loss": 0.78576, "time": 0.67015} {"mode": "train", "epoch": 6, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01629, "loss_rpn_cls": 0.03318, "loss_rpn_bbox": 0.03806, "loss_cls": 0.20491, "acc": 92.97266, "loss_bbox": 0.23372, "loss_mask": 0.24393, "loss": 0.75379, "time": 0.66763} {"mode": "train", "epoch": 6, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01896, "loss_rpn_cls": 0.03253, "loss_rpn_bbox": 0.03678, "loss_cls": 0.21348, "acc": 92.83569, "loss_bbox": 0.2329, "loss_mask": 0.23837, "loss": 0.75406, "time": 0.68311} {"mode": "val", "epoch": 6, "iter": 625, "lr": 0.0, "bbox_mAP": 0.4564, "bbox_mAP_50": 0.688, "bbox_mAP_75": 0.5054, "bbox_mAP_s": 0.3148, "bbox_mAP_m": 0.4918, "bbox_mAP_l": 0.588, "bbox_mAP_copypaste": "0.4564 0.6880 0.5054 0.3148 0.4918 0.5880", "segm_mAP": 0.4118, "segm_mAP_50": 0.6565, "segm_mAP_75": 0.4396, "segm_mAP_s": 0.2167, "segm_mAP_m": 0.4466, "segm_mAP_l": 0.6049, "segm_mAP_copypaste": "0.4118 0.6565 0.4396 0.2167 0.4466 0.6049"} {"mode": "train", "epoch": 7, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.70781, "loss_rpn_cls": 0.03247, "loss_rpn_bbox": 0.03741, "loss_cls": 0.20184, "acc": 93.06641, "loss_bbox": 0.2307, "loss_mask": 0.23652, "loss": 0.73894, "time": 1.37999} {"mode": "train", "epoch": 7, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.01583, "loss_rpn_cls": 0.03381, "loss_rpn_bbox": 0.03871, "loss_cls": 0.20616, "acc": 92.94507, "loss_bbox": 0.23532, "loss_mask": 0.24299, "loss": 0.757, "time": 0.67856} {"mode": "train", "epoch": 7, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.01676, "loss_rpn_cls": 0.03141, "loss_rpn_bbox": 0.03515, "loss_cls": 0.20146, "acc": 93.11597, "loss_bbox": 0.226, "loss_mask": 0.23368, "loss": 0.72771, "time": 0.67737} {"mode": "train", "epoch": 7, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.01705, "loss_rpn_cls": 0.03034, "loss_rpn_bbox": 0.03623, "loss_cls": 0.20605, "acc": 93.02051, "loss_bbox": 0.22569, "loss_mask": 0.23864, "loss": 0.73696, "time": 0.66922} {"mode": "train", "epoch": 7, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.01828, "loss_rpn_cls": 0.03589, "loss_rpn_bbox": 0.04104, "loss_cls": 0.21868, "acc": 92.66821, "loss_bbox": 0.24558, "loss_mask": 0.24565, "loss": 0.78684, "time": 0.67992} {"mode": "train", "epoch": 7, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.0153, "loss_rpn_cls": 0.03096, "loss_rpn_bbox": 0.0366, "loss_cls": 0.19674, "acc": 93.18359, "loss_bbox": 0.22743, "loss_mask": 0.23469, "loss": 0.72642, "time": 0.66987} {"mode": "train", "epoch": 7, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.01798, "loss_rpn_cls": 0.03167, "loss_rpn_bbox": 0.03912, "loss_cls": 0.2062, "acc": 92.91919, "loss_bbox": 0.23564, "loss_mask": 0.23623, "loss": 0.74886, "time": 0.67196} {"mode": "train", "epoch": 7, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.01955, "loss_rpn_cls": 0.03347, "loss_rpn_bbox": 0.03824, "loss_cls": 0.21721, "acc": 92.68726, "loss_bbox": 0.2392, "loss_mask": 0.25003, "loss": 0.77814, "time": 0.66561} {"mode": "train", "epoch": 7, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.01743, "loss_rpn_cls": 0.03038, "loss_rpn_bbox": 0.03506, "loss_cls": 0.19393, "acc": 93.32739, "loss_bbox": 0.21568, "loss_mask": 0.23985, "loss": 0.71491, "time": 0.68841} {"mode": "train", "epoch": 7, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.01599, "loss_rpn_cls": 0.03236, "loss_rpn_bbox": 0.03567, "loss_cls": 0.20912, "acc": 93.06372, "loss_bbox": 0.2264, "loss_mask": 0.23988, "loss": 0.74344, "time": 0.65991} {"mode": "train", "epoch": 7, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01687, "loss_rpn_cls": 0.02998, "loss_rpn_bbox": 0.03563, "loss_cls": 0.20033, "acc": 93.20117, "loss_bbox": 0.2307, "loss_mask": 0.23996, "loss": 0.73661, "time": 0.66479} {"mode": "train", "epoch": 7, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.01694, "loss_rpn_cls": 0.03277, "loss_rpn_bbox": 0.03639, "loss_cls": 0.20957, "acc": 92.9624, "loss_bbox": 0.23277, "loss_mask": 0.24236, "loss": 0.75387, "time": 0.67373} {"mode": "train", "epoch": 7, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.01805, "loss_rpn_cls": 0.03612, "loss_rpn_bbox": 0.03889, "loss_cls": 0.22551, "acc": 92.60303, "loss_bbox": 0.24072, "loss_mask": 0.2426, "loss": 0.78384, "time": 0.6794} {"mode": "train", "epoch": 7, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.01689, "loss_rpn_cls": 0.03045, "loss_rpn_bbox": 0.03385, "loss_cls": 0.19386, "acc": 93.49292, "loss_bbox": 0.21975, "loss_mask": 0.2321, "loss": 0.71, "time": 0.67317} {"mode": "train", "epoch": 7, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.0195, "loss_rpn_cls": 0.03223, "loss_rpn_bbox": 0.03825, "loss_cls": 0.21461, "acc": 92.79175, "loss_bbox": 0.23868, "loss_mask": 0.24083, "loss": 0.7646, "time": 0.66339} {"mode": "train", "epoch": 7, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.01889, "loss_rpn_cls": 0.03275, "loss_rpn_bbox": 0.03816, "loss_cls": 0.22142, "acc": 92.57324, "loss_bbox": 0.2384, "loss_mask": 0.24698, "loss": 0.77771, "time": 0.67157} {"mode": "train", "epoch": 7, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.01688, "loss_rpn_cls": 0.02973, "loss_rpn_bbox": 0.03598, "loss_cls": 0.20769, "acc": 93.01123, "loss_bbox": 0.23004, "loss_mask": 0.24036, "loss": 0.7438, "time": 0.67987} {"mode": "train", "epoch": 7, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.01735, "loss_rpn_cls": 0.03101, "loss_rpn_bbox": 0.03566, "loss_cls": 0.20769, "acc": 92.93311, "loss_bbox": 0.23511, "loss_mask": 0.24171, "loss": 0.75118, "time": 0.66216} {"mode": "train", "epoch": 7, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.01614, "loss_rpn_cls": 0.03118, "loss_rpn_bbox": 0.03844, "loss_cls": 0.21287, "acc": 92.7251, "loss_bbox": 0.23556, "loss_mask": 0.24226, "loss": 0.7603, "time": 0.66621} {"mode": "train", "epoch": 7, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.01698, "loss_rpn_cls": 0.03508, "loss_rpn_bbox": 0.03759, "loss_cls": 0.20725, "acc": 92.89722, "loss_bbox": 0.23331, "loss_mask": 0.23981, "loss": 0.75304, "time": 0.66729} {"mode": "train", "epoch": 7, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01548, "loss_rpn_cls": 0.03783, "loss_rpn_bbox": 0.0367, "loss_cls": 0.2138, "acc": 92.94141, "loss_bbox": 0.23337, "loss_mask": 0.24699, "loss": 0.76869, "time": 0.66131} {"mode": "train", "epoch": 7, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.01733, "loss_rpn_cls": 0.03243, "loss_rpn_bbox": 0.03575, "loss_cls": 0.20297, "acc": 93.16748, "loss_bbox": 0.22892, "loss_mask": 0.23407, "loss": 0.73414, "time": 0.66693} {"mode": "train", "epoch": 7, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.01841, "loss_rpn_cls": 0.02992, "loss_rpn_bbox": 0.03757, "loss_cls": 0.20702, "acc": 92.9375, "loss_bbox": 0.23426, "loss_mask": 0.24835, "loss": 0.75713, "time": 0.67357} {"mode": "train", "epoch": 7, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.01637, "loss_rpn_cls": 0.0346, "loss_rpn_bbox": 0.03561, "loss_cls": 0.20295, "acc": 93.0647, "loss_bbox": 0.2281, "loss_mask": 0.23642, "loss": 0.73767, "time": 0.68249} {"mode": "train", "epoch": 7, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.01684, "loss_rpn_cls": 0.03063, "loss_rpn_bbox": 0.0368, "loss_cls": 0.21162, "acc": 92.84009, "loss_bbox": 0.23085, "loss_mask": 0.2422, "loss": 0.75211, "time": 0.68723} {"mode": "train", "epoch": 7, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.01697, "loss_rpn_cls": 0.03149, "loss_rpn_bbox": 0.0362, "loss_cls": 0.1966, "acc": 93.24756, "loss_bbox": 0.22573, "loss_mask": 0.23867, "loss": 0.72869, "time": 0.67812} {"mode": "train", "epoch": 7, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01679, "loss_rpn_cls": 0.03413, "loss_rpn_bbox": 0.03855, "loss_cls": 0.20821, "acc": 92.94751, "loss_bbox": 0.23469, "loss_mask": 0.23575, "loss": 0.75134, "time": 0.67056} {"mode": "train", "epoch": 7, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01628, "loss_rpn_cls": 0.03217, "loss_rpn_bbox": 0.03617, "loss_cls": 0.20285, "acc": 93.14111, "loss_bbox": 0.22351, "loss_mask": 0.23658, "loss": 0.73128, "time": 0.66134} {"mode": "train", "epoch": 7, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.01438, "loss_rpn_cls": 0.02794, "loss_rpn_bbox": 0.03464, "loss_cls": 0.19704, "acc": 93.25391, "loss_bbox": 0.22861, "loss_mask": 0.23878, "loss": 0.72702, "time": 0.6587} {"mode": "train", "epoch": 7, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.0173, "loss_rpn_cls": 0.03292, "loss_rpn_bbox": 0.03748, "loss_cls": 0.20784, "acc": 93.0249, "loss_bbox": 0.23458, "loss_mask": 0.24376, "loss": 0.75657, "time": 0.66346} {"mode": "train", "epoch": 7, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.018, "loss_rpn_cls": 0.03249, "loss_rpn_bbox": 0.03633, "loss_cls": 0.21078, "acc": 92.75391, "loss_bbox": 0.23691, "loss_mask": 0.23901, "loss": 0.75552, "time": 0.67807} {"mode": "train", "epoch": 7, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.0152, "loss_rpn_cls": 0.03349, "loss_rpn_bbox": 0.03765, "loss_cls": 0.21007, "acc": 93.04272, "loss_bbox": 0.23356, "loss_mask": 0.24123, "loss": 0.756, "time": 0.66214} {"mode": "train", "epoch": 7, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.01738, "loss_rpn_cls": 0.03241, "loss_rpn_bbox": 0.03651, "loss_cls": 0.1969, "acc": 93.18774, "loss_bbox": 0.22995, "loss_mask": 0.24067, "loss": 0.73644, "time": 0.66654} {"mode": "train", "epoch": 7, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.01853, "loss_rpn_cls": 0.02912, "loss_rpn_bbox": 0.03671, "loss_cls": 0.20462, "acc": 93.02344, "loss_bbox": 0.22771, "loss_mask": 0.2396, "loss": 0.73777, "time": 0.66493} {"mode": "train", "epoch": 7, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.02032, "loss_rpn_cls": 0.03303, "loss_rpn_bbox": 0.03541, "loss_cls": 0.20551, "acc": 93.03857, "loss_bbox": 0.2286, "loss_mask": 0.23771, "loss": 0.74028, "time": 0.67721} {"mode": "train", "epoch": 7, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.01788, "loss_rpn_cls": 0.02906, "loss_rpn_bbox": 0.03585, "loss_cls": 0.19982, "acc": 93.19458, "loss_bbox": 0.22663, "loss_mask": 0.2328, "loss": 0.72417, "time": 0.67007} {"mode": "train", "epoch": 7, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.01663, "loss_rpn_cls": 0.03016, "loss_rpn_bbox": 0.03866, "loss_cls": 0.2139, "acc": 92.66333, "loss_bbox": 0.24369, "loss_mask": 0.24027, "loss": 0.76667, "time": 0.67711} {"mode": "train", "epoch": 7, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.01586, "loss_rpn_cls": 0.02976, "loss_rpn_bbox": 0.03588, "loss_cls": 0.20524, "acc": 93.07666, "loss_bbox": 0.2329, "loss_mask": 0.23857, "loss": 0.74235, "time": 0.66942} {"mode": "train", "epoch": 7, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.01764, "loss_rpn_cls": 0.03011, "loss_rpn_bbox": 0.03708, "loss_cls": 0.20591, "acc": 92.93213, "loss_bbox": 0.23812, "loss_mask": 0.23836, "loss": 0.74958, "time": 0.67414} {"mode": "train", "epoch": 7, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.01736, "loss_rpn_cls": 0.02976, "loss_rpn_bbox": 0.03439, "loss_cls": 0.20433, "acc": 93.14917, "loss_bbox": 0.2294, "loss_mask": 0.24286, "loss": 0.74074, "time": 0.66697} {"mode": "train", "epoch": 7, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.01498, "loss_rpn_cls": 0.03271, "loss_rpn_bbox": 0.03636, "loss_cls": 0.20507, "acc": 93.05371, "loss_bbox": 0.23403, "loss_mask": 0.23898, "loss": 0.74715, "time": 0.68278} {"mode": "train", "epoch": 7, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.01747, "loss_rpn_cls": 0.03114, "loss_rpn_bbox": 0.03714, "loss_cls": 0.21496, "acc": 92.64917, "loss_bbox": 0.24151, "loss_mask": 0.25015, "loss": 0.7749, "time": 0.6822} {"mode": "train", "epoch": 7, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.01715, "loss_rpn_cls": 0.03319, "loss_rpn_bbox": 0.03766, "loss_cls": 0.2079, "acc": 92.85352, "loss_bbox": 0.23184, "loss_mask": 0.23434, "loss": 0.74493, "time": 0.67005} {"mode": "train", "epoch": 7, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.01715, "loss_rpn_cls": 0.03019, "loss_rpn_bbox": 0.03758, "loss_cls": 0.20513, "acc": 92.85522, "loss_bbox": 0.2337, "loss_mask": 0.2372, "loss": 0.7438, "time": 0.68061} {"mode": "train", "epoch": 7, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.01665, "loss_rpn_cls": 0.02886, "loss_rpn_bbox": 0.03501, "loss_cls": 0.20929, "acc": 92.83228, "loss_bbox": 0.23915, "loss_mask": 0.24348, "loss": 0.7558, "time": 0.66971} {"mode": "train", "epoch": 7, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.01776, "loss_rpn_cls": 0.03054, "loss_rpn_bbox": 0.03735, "loss_cls": 0.21097, "acc": 92.78687, "loss_bbox": 0.24137, "loss_mask": 0.24429, "loss": 0.76451, "time": 0.66282} {"mode": "train", "epoch": 7, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.01613, "loss_rpn_cls": 0.03303, "loss_rpn_bbox": 0.03688, "loss_cls": 0.21102, "acc": 92.81055, "loss_bbox": 0.2316, "loss_mask": 0.24019, "loss": 0.75272, "time": 0.67805} {"mode": "train", "epoch": 7, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.01595, "loss_rpn_cls": 0.03023, "loss_rpn_bbox": 0.03677, "loss_cls": 0.20758, "acc": 92.88623, "loss_bbox": 0.23499, "loss_mask": 0.23756, "loss": 0.74713, "time": 0.66451} {"mode": "train", "epoch": 7, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.01735, "loss_rpn_cls": 0.03409, "loss_rpn_bbox": 0.03648, "loss_cls": 0.20752, "acc": 92.92847, "loss_bbox": 0.22487, "loss_mask": 0.23647, "loss": 0.73944, "time": 0.67947} {"mode": "train", "epoch": 7, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.01708, "loss_rpn_cls": 0.03378, "loss_rpn_bbox": 0.03825, "loss_cls": 0.21085, "acc": 92.93481, "loss_bbox": 0.23058, "loss_mask": 0.24503, "loss": 0.75849, "time": 0.65992} {"mode": "train", "epoch": 7, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.02087, "loss_rpn_cls": 0.03602, "loss_rpn_bbox": 0.03878, "loss_cls": 0.21257, "acc": 92.75757, "loss_bbox": 0.23851, "loss_mask": 0.24043, "loss": 0.76631, "time": 0.68007} {"mode": "train", "epoch": 7, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.01545, "loss_rpn_cls": 0.03095, "loss_rpn_bbox": 0.03533, "loss_cls": 0.20114, "acc": 93.21289, "loss_bbox": 0.22629, "loss_mask": 0.23498, "loss": 0.72869, "time": 0.67467} {"mode": "train", "epoch": 7, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.01468, "loss_rpn_cls": 0.03389, "loss_rpn_bbox": 0.03694, "loss_cls": 0.20506, "acc": 92.99829, "loss_bbox": 0.23272, "loss_mask": 0.24036, "loss": 0.74897, "time": 0.67762} {"mode": "train", "epoch": 7, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.01704, "loss_rpn_cls": 0.03129, "loss_rpn_bbox": 0.03611, "loss_cls": 0.21442, "acc": 92.67212, "loss_bbox": 0.2421, "loss_mask": 0.23737, "loss": 0.76129, "time": 0.66459} {"mode": "train", "epoch": 7, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.01697, "loss_rpn_cls": 0.031, "loss_rpn_bbox": 0.03499, "loss_cls": 0.19684, "acc": 93.12573, "loss_bbox": 0.2305, "loss_mask": 0.23982, "loss": 0.73314, "time": 0.66222} {"mode": "train", "epoch": 7, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.01569, "loss_rpn_cls": 0.03161, "loss_rpn_bbox": 0.03713, "loss_cls": 0.20705, "acc": 92.92676, "loss_bbox": 0.23514, "loss_mask": 0.23847, "loss": 0.74941, "time": 0.65964} {"mode": "train", "epoch": 7, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.01677, "loss_rpn_cls": 0.03023, "loss_rpn_bbox": 0.03581, "loss_cls": 0.20666, "acc": 92.86035, "loss_bbox": 0.23929, "loss_mask": 0.24234, "loss": 0.75432, "time": 0.66805} {"mode": "train", "epoch": 7, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.01599, "loss_rpn_cls": 0.03213, "loss_rpn_bbox": 0.03721, "loss_cls": 0.20896, "acc": 92.88818, "loss_bbox": 0.23807, "loss_mask": 0.2419, "loss": 0.75828, "time": 0.66333} {"mode": "train", "epoch": 7, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.01843, "loss_rpn_cls": 0.03144, "loss_rpn_bbox": 0.03838, "loss_cls": 0.21287, "acc": 92.67896, "loss_bbox": 0.24083, "loss_mask": 0.24474, "loss": 0.76826, "time": 0.67165} {"mode": "train", "epoch": 7, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.01739, "loss_rpn_cls": 0.03053, "loss_rpn_bbox": 0.0341, "loss_cls": 0.20474, "acc": 93.04077, "loss_bbox": 0.22629, "loss_mask": 0.23807, "loss": 0.73373, "time": 0.67094} {"mode": "train", "epoch": 7, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.01878, "loss_rpn_cls": 0.03327, "loss_rpn_bbox": 0.03869, "loss_cls": 0.21678, "acc": 92.6582, "loss_bbox": 0.24127, "loss_mask": 0.2443, "loss": 0.77431, "time": 0.67459} {"mode": "train", "epoch": 7, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.01796, "loss_rpn_cls": 0.02982, "loss_rpn_bbox": 0.03472, "loss_cls": 0.20311, "acc": 93.12891, "loss_bbox": 0.22532, "loss_mask": 0.23656, "loss": 0.72954, "time": 0.67236} {"mode": "train", "epoch": 7, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.01878, "loss_rpn_cls": 0.0335, "loss_rpn_bbox": 0.03603, "loss_cls": 0.19926, "acc": 93.21167, "loss_bbox": 0.22589, "loss_mask": 0.23835, "loss": 0.73302, "time": 0.6673} {"mode": "train", "epoch": 7, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01691, "loss_rpn_cls": 0.03417, "loss_rpn_bbox": 0.03757, "loss_cls": 0.2086, "acc": 92.89038, "loss_bbox": 0.23186, "loss_mask": 0.23357, "loss": 0.74577, "time": 0.66411} {"mode": "train", "epoch": 7, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.01644, "loss_rpn_cls": 0.0301, "loss_rpn_bbox": 0.03479, "loss_cls": 0.19948, "acc": 93.12061, "loss_bbox": 0.22546, "loss_mask": 0.23589, "loss": 0.72573, "time": 0.65813} {"mode": "train", "epoch": 7, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01677, "loss_rpn_cls": 0.03322, "loss_rpn_bbox": 0.03541, "loss_cls": 0.20581, "acc": 93.10742, "loss_bbox": 0.23135, "loss_mask": 0.24056, "loss": 0.74635, "time": 0.66693} {"mode": "train", "epoch": 7, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.01672, "loss_rpn_cls": 0.0336, "loss_rpn_bbox": 0.03777, "loss_cls": 0.21287, "acc": 92.87207, "loss_bbox": 0.2387, "loss_mask": 0.24419, "loss": 0.76714, "time": 0.67822} {"mode": "train", "epoch": 7, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.02039, "loss_rpn_cls": 0.03234, "loss_rpn_bbox": 0.03827, "loss_cls": 0.21325, "acc": 92.71191, "loss_bbox": 0.2401, "loss_mask": 0.24769, "loss": 0.77165, "time": 0.68184} {"mode": "train", "epoch": 7, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.01595, "loss_rpn_cls": 0.02971, "loss_rpn_bbox": 0.03583, "loss_cls": 0.20288, "acc": 93.15771, "loss_bbox": 0.22704, "loss_mask": 0.23462, "loss": 0.73006, "time": 0.67043} {"mode": "train", "epoch": 7, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.01738, "loss_rpn_cls": 0.03313, "loss_rpn_bbox": 0.03577, "loss_cls": 0.20548, "acc": 93.08862, "loss_bbox": 0.22665, "loss_mask": 0.2377, "loss": 0.73873, "time": 0.6561} {"mode": "train", "epoch": 7, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.01712, "loss_rpn_cls": 0.03176, "loss_rpn_bbox": 0.03619, "loss_cls": 0.20976, "acc": 92.97754, "loss_bbox": 0.22861, "loss_mask": 0.23766, "loss": 0.74399, "time": 0.65957} {"mode": "train", "epoch": 7, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.01741, "loss_rpn_cls": 0.03105, "loss_rpn_bbox": 0.038, "loss_cls": 0.20165, "acc": 93.06934, "loss_bbox": 0.22951, "loss_mask": 0.23098, "loss": 0.73119, "time": 0.66592} {"mode": "train", "epoch": 7, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.01798, "loss_rpn_cls": 0.03248, "loss_rpn_bbox": 0.03727, "loss_cls": 0.21504, "acc": 92.66235, "loss_bbox": 0.24016, "loss_mask": 0.24272, "loss": 0.76767, "time": 0.67442} {"mode": "train", "epoch": 7, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.01733, "loss_rpn_cls": 0.03166, "loss_rpn_bbox": 0.03662, "loss_cls": 0.21311, "acc": 92.8125, "loss_bbox": 0.24179, "loss_mask": 0.24124, "loss": 0.76442, "time": 0.67017} {"mode": "train", "epoch": 7, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01551, "loss_rpn_cls": 0.02941, "loss_rpn_bbox": 0.03557, "loss_cls": 0.19813, "acc": 93.16968, "loss_bbox": 0.22436, "loss_mask": 0.2294, "loss": 0.71687, "time": 0.66463} {"mode": "train", "epoch": 7, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01803, "loss_rpn_cls": 0.02953, "loss_rpn_bbox": 0.0365, "loss_cls": 0.20076, "acc": 93.14014, "loss_bbox": 0.2294, "loss_mask": 0.24069, "loss": 0.73687, "time": 0.66901} {"mode": "train", "epoch": 7, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01699, "loss_rpn_cls": 0.0354, "loss_rpn_bbox": 0.04032, "loss_cls": 0.21348, "acc": 92.66943, "loss_bbox": 0.24069, "loss_mask": 0.24577, "loss": 0.77566, "time": 0.67163} {"mode": "train", "epoch": 7, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01527, "loss_rpn_cls": 0.0304, "loss_rpn_bbox": 0.0337, "loss_cls": 0.1975, "acc": 93.28564, "loss_bbox": 0.219, "loss_mask": 0.23876, "loss": 0.71936, "time": 0.66393} {"mode": "train", "epoch": 7, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.01674, "loss_rpn_cls": 0.03108, "loss_rpn_bbox": 0.03628, "loss_cls": 0.19407, "acc": 93.40576, "loss_bbox": 0.21978, "loss_mask": 0.23592, "loss": 0.71713, "time": 0.66085} {"mode": "train", "epoch": 7, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.01753, "loss_rpn_cls": 0.03224, "loss_rpn_bbox": 0.03879, "loss_cls": 0.21711, "acc": 92.56348, "loss_bbox": 0.24271, "loss_mask": 0.24443, "loss": 0.77528, "time": 0.67675} {"mode": "train", "epoch": 7, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01669, "loss_rpn_cls": 0.0363, "loss_rpn_bbox": 0.03767, "loss_cls": 0.21052, "acc": 93.01465, "loss_bbox": 0.23479, "loss_mask": 0.23936, "loss": 0.75865, "time": 0.67258} {"mode": "train", "epoch": 7, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.01878, "loss_rpn_cls": 0.03189, "loss_rpn_bbox": 0.0394, "loss_cls": 0.20717, "acc": 92.82764, "loss_bbox": 0.24167, "loss_mask": 0.24353, "loss": 0.76367, "time": 0.66664} {"mode": "train", "epoch": 7, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.0182, "loss_rpn_cls": 0.03276, "loss_rpn_bbox": 0.03747, "loss_cls": 0.19877, "acc": 93.13721, "loss_bbox": 0.2223, "loss_mask": 0.2355, "loss": 0.72679, "time": 0.67722} {"mode": "train", "epoch": 7, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.01765, "loss_rpn_cls": 0.03179, "loss_rpn_bbox": 0.03647, "loss_cls": 0.2064, "acc": 92.99487, "loss_bbox": 0.23248, "loss_mask": 0.24076, "loss": 0.74791, "time": 0.66495} {"mode": "train", "epoch": 7, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.01766, "loss_rpn_cls": 0.03052, "loss_rpn_bbox": 0.03754, "loss_cls": 0.21234, "acc": 92.84351, "loss_bbox": 0.23705, "loss_mask": 0.2364, "loss": 0.75385, "time": 0.6785} {"mode": "train", "epoch": 7, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01942, "loss_rpn_cls": 0.03117, "loss_rpn_bbox": 0.03627, "loss_cls": 0.20853, "acc": 92.94702, "loss_bbox": 0.23408, "loss_mask": 0.23923, "loss": 0.74928, "time": 0.67122} {"mode": "train", "epoch": 7, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.01681, "loss_rpn_cls": 0.03503, "loss_rpn_bbox": 0.03774, "loss_cls": 0.20408, "acc": 93.04395, "loss_bbox": 0.22967, "loss_mask": 0.24021, "loss": 0.74672, "time": 0.67807} {"mode": "train", "epoch": 7, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.01958, "loss_rpn_cls": 0.03452, "loss_rpn_bbox": 0.03707, "loss_cls": 0.20789, "acc": 92.82031, "loss_bbox": 0.23273, "loss_mask": 0.24182, "loss": 0.75403, "time": 0.67911} {"mode": "train", "epoch": 7, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.01575, "loss_rpn_cls": 0.03199, "loss_rpn_bbox": 0.03569, "loss_cls": 0.20819, "acc": 92.91333, "loss_bbox": 0.2364, "loss_mask": 0.23996, "loss": 0.75223, "time": 0.67475} {"mode": "train", "epoch": 7, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01823, "loss_rpn_cls": 0.03235, "loss_rpn_bbox": 0.03714, "loss_cls": 0.20905, "acc": 92.81689, "loss_bbox": 0.23885, "loss_mask": 0.24491, "loss": 0.7623, "time": 0.66555} {"mode": "train", "epoch": 7, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01816, "loss_rpn_cls": 0.03446, "loss_rpn_bbox": 0.04052, "loss_cls": 0.21345, "acc": 92.60815, "loss_bbox": 0.23745, "loss_mask": 0.2472, "loss": 0.77308, "time": 0.67726} {"mode": "train", "epoch": 7, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.01732, "loss_rpn_cls": 0.03126, "loss_rpn_bbox": 0.03447, "loss_cls": 0.19958, "acc": 93.08008, "loss_bbox": 0.22949, "loss_mask": 0.23412, "loss": 0.72892, "time": 0.67233} {"mode": "train", "epoch": 7, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.01717, "loss_rpn_cls": 0.02984, "loss_rpn_bbox": 0.03575, "loss_cls": 0.21117, "acc": 93.01318, "loss_bbox": 0.22698, "loss_mask": 0.23, "loss": 0.73375, "time": 0.66838} {"mode": "train", "epoch": 7, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.01608, "loss_rpn_cls": 0.03639, "loss_rpn_bbox": 0.03594, "loss_cls": 0.21115, "acc": 92.78198, "loss_bbox": 0.22672, "loss_mask": 0.23985, "loss": 0.75005, "time": 0.6659} {"mode": "train", "epoch": 7, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01738, "loss_rpn_cls": 0.02987, "loss_rpn_bbox": 0.03528, "loss_cls": 0.19927, "acc": 93.14478, "loss_bbox": 0.22318, "loss_mask": 0.23874, "loss": 0.72633, "time": 0.66576} {"mode": "train", "epoch": 7, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.01652, "loss_rpn_cls": 0.03163, "loss_rpn_bbox": 0.03712, "loss_cls": 0.20491, "acc": 93.02466, "loss_bbox": 0.22927, "loss_mask": 0.23982, "loss": 0.74276, "time": 0.67188} {"mode": "train", "epoch": 7, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01623, "loss_rpn_cls": 0.03057, "loss_rpn_bbox": 0.03641, "loss_cls": 0.20283, "acc": 93.09326, "loss_bbox": 0.22557, "loss_mask": 0.23317, "loss": 0.72855, "time": 0.67219} {"mode": "train", "epoch": 7, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.01495, "loss_rpn_cls": 0.03504, "loss_rpn_bbox": 0.03608, "loss_cls": 0.20976, "acc": 92.89795, "loss_bbox": 0.2322, "loss_mask": 0.23942, "loss": 0.7525, "time": 0.67817} {"mode": "train", "epoch": 7, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.01686, "loss_rpn_cls": 0.03266, "loss_rpn_bbox": 0.03732, "loss_cls": 0.20541, "acc": 93.09009, "loss_bbox": 0.2329, "loss_mask": 0.23817, "loss": 0.74644, "time": 0.68034} {"mode": "train", "epoch": 7, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.01875, "loss_rpn_cls": 0.03048, "loss_rpn_bbox": 0.03615, "loss_cls": 0.20369, "acc": 93.10669, "loss_bbox": 0.22406, "loss_mask": 0.23495, "loss": 0.72933, "time": 0.67428} {"mode": "train", "epoch": 7, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.01753, "loss_rpn_cls": 0.03175, "loss_rpn_bbox": 0.03657, "loss_cls": 0.20604, "acc": 93.01538, "loss_bbox": 0.23729, "loss_mask": 0.2398, "loss": 0.75146, "time": 0.66311} {"mode": "train", "epoch": 7, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.0181, "loss_rpn_cls": 0.03139, "loss_rpn_bbox": 0.03445, "loss_cls": 0.19909, "acc": 93.21436, "loss_bbox": 0.22052, "loss_mask": 0.23367, "loss": 0.71911, "time": 0.66773} {"mode": "train", "epoch": 7, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.01648, "loss_rpn_cls": 0.03408, "loss_rpn_bbox": 0.03623, "loss_cls": 0.20335, "acc": 93.08008, "loss_bbox": 0.227, "loss_mask": 0.23752, "loss": 0.73817, "time": 0.68048} {"mode": "train", "epoch": 7, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.01606, "loss_rpn_cls": 0.03459, "loss_rpn_bbox": 0.03797, "loss_cls": 0.20961, "acc": 92.8252, "loss_bbox": 0.23067, "loss_mask": 0.24187, "loss": 0.75471, "time": 0.66824} {"mode": "train", "epoch": 7, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.02213, "loss_rpn_cls": 0.03269, "loss_rpn_bbox": 0.03708, "loss_cls": 0.20989, "acc": 92.88403, "loss_bbox": 0.23321, "loss_mask": 0.2358, "loss": 0.74866, "time": 0.67854} {"mode": "train", "epoch": 7, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.01547, "loss_rpn_cls": 0.03085, "loss_rpn_bbox": 0.0361, "loss_cls": 0.20193, "acc": 93.23584, "loss_bbox": 0.22119, "loss_mask": 0.23251, "loss": 0.72257, "time": 0.67699} {"mode": "train", "epoch": 7, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.01649, "loss_rpn_cls": 0.03211, "loss_rpn_bbox": 0.03706, "loss_cls": 0.20817, "acc": 92.81348, "loss_bbox": 0.23671, "loss_mask": 0.24762, "loss": 0.76167, "time": 0.67178} {"mode": "train", "epoch": 7, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.01576, "loss_rpn_cls": 0.0358, "loss_rpn_bbox": 0.03633, "loss_cls": 0.20905, "acc": 92.97803, "loss_bbox": 0.23167, "loss_mask": 0.23669, "loss": 0.74953, "time": 0.67566} {"mode": "train", "epoch": 7, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.01616, "loss_rpn_cls": 0.03222, "loss_rpn_bbox": 0.03795, "loss_cls": 0.20767, "acc": 92.94067, "loss_bbox": 0.2351, "loss_mask": 0.2419, "loss": 0.75485, "time": 0.66635} {"mode": "train", "epoch": 7, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.01831, "loss_rpn_cls": 0.02912, "loss_rpn_bbox": 0.03486, "loss_cls": 0.19692, "acc": 93.26294, "loss_bbox": 0.21936, "loss_mask": 0.23628, "loss": 0.71654, "time": 0.68232} {"mode": "train", "epoch": 7, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.01669, "loss_rpn_cls": 0.03309, "loss_rpn_bbox": 0.03688, "loss_cls": 0.21091, "acc": 92.94678, "loss_bbox": 0.2269, "loss_mask": 0.23782, "loss": 0.74559, "time": 0.67422} {"mode": "train", "epoch": 7, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.01759, "loss_rpn_cls": 0.03214, "loss_rpn_bbox": 0.03575, "loss_cls": 0.19703, "acc": 93.23169, "loss_bbox": 0.22559, "loss_mask": 0.23717, "loss": 0.72769, "time": 0.66852} {"mode": "train", "epoch": 7, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.01811, "loss_rpn_cls": 0.03455, "loss_rpn_bbox": 0.03734, "loss_cls": 0.21298, "acc": 92.823, "loss_bbox": 0.23396, "loss_mask": 0.24147, "loss": 0.76029, "time": 0.67775} {"mode": "train", "epoch": 7, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.01886, "loss_rpn_cls": 0.02936, "loss_rpn_bbox": 0.03395, "loss_cls": 0.20107, "acc": 93.16919, "loss_bbox": 0.22914, "loss_mask": 0.24112, "loss": 0.73465, "time": 0.66892} {"mode": "train", "epoch": 7, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.01885, "loss_rpn_cls": 0.03125, "loss_rpn_bbox": 0.0348, "loss_cls": 0.20588, "acc": 93.06519, "loss_bbox": 0.22193, "loss_mask": 0.23494, "loss": 0.7288, "time": 0.66662} {"mode": "train", "epoch": 7, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.01859, "loss_rpn_cls": 0.03513, "loss_rpn_bbox": 0.03617, "loss_cls": 0.21008, "acc": 93.07178, "loss_bbox": 0.22617, "loss_mask": 0.23674, "loss": 0.7443, "time": 0.66946} {"mode": "train", "epoch": 7, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.01867, "loss_rpn_cls": 0.03404, "loss_rpn_bbox": 0.04063, "loss_cls": 0.20839, "acc": 92.69189, "loss_bbox": 0.23935, "loss_mask": 0.24262, "loss": 0.76503, "time": 0.67525} {"mode": "train", "epoch": 7, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.0176, "loss_rpn_cls": 0.03403, "loss_rpn_bbox": 0.03636, "loss_cls": 0.20552, "acc": 92.92529, "loss_bbox": 0.2382, "loss_mask": 0.24258, "loss": 0.75669, "time": 0.67173} {"mode": "train", "epoch": 7, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.02109, "loss_rpn_cls": 0.03427, "loss_rpn_bbox": 0.0388, "loss_cls": 0.20373, "acc": 93.13477, "loss_bbox": 0.2291, "loss_mask": 0.23892, "loss": 0.74482, "time": 0.67738} {"mode": "train", "epoch": 7, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.01742, "loss_rpn_cls": 0.03127, "loss_rpn_bbox": 0.03739, "loss_cls": 0.206, "acc": 92.95068, "loss_bbox": 0.23225, "loss_mask": 0.23717, "loss": 0.74408, "time": 0.66817} {"mode": "train", "epoch": 7, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.0165, "loss_rpn_cls": 0.03323, "loss_rpn_bbox": 0.03624, "loss_cls": 0.20727, "acc": 93.0354, "loss_bbox": 0.22637, "loss_mask": 0.2325, "loss": 0.7356, "time": 0.68178} {"mode": "train", "epoch": 7, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01802, "loss_rpn_cls": 0.02976, "loss_rpn_bbox": 0.03771, "loss_cls": 0.2136, "acc": 92.66431, "loss_bbox": 0.2396, "loss_mask": 0.24178, "loss": 0.76245, "time": 0.6767} {"mode": "train", "epoch": 7, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.01733, "loss_rpn_cls": 0.03221, "loss_rpn_bbox": 0.03367, "loss_cls": 0.19904, "acc": 93.19263, "loss_bbox": 0.22013, "loss_mask": 0.23142, "loss": 0.71646, "time": 0.66464} {"mode": "train", "epoch": 7, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.01748, "loss_rpn_cls": 0.03391, "loss_rpn_bbox": 0.03629, "loss_cls": 0.2079, "acc": 93.09741, "loss_bbox": 0.2278, "loss_mask": 0.23871, "loss": 0.7446, "time": 0.65956} {"mode": "train", "epoch": 7, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.01648, "loss_rpn_cls": 0.03031, "loss_rpn_bbox": 0.03723, "loss_cls": 0.20869, "acc": 92.93408, "loss_bbox": 0.23293, "loss_mask": 0.24165, "loss": 0.7508, "time": 0.67766} {"mode": "train", "epoch": 7, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01734, "loss_rpn_cls": 0.03154, "loss_rpn_bbox": 0.03698, "loss_cls": 0.20733, "acc": 92.90283, "loss_bbox": 0.23185, "loss_mask": 0.2435, "loss": 0.7512, "time": 0.66977} {"mode": "train", "epoch": 7, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.01774, "loss_rpn_cls": 0.03109, "loss_rpn_bbox": 0.03555, "loss_cls": 0.21002, "acc": 92.82153, "loss_bbox": 0.23118, "loss_mask": 0.23511, "loss": 0.74295, "time": 0.6729} {"mode": "train", "epoch": 7, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.01691, "loss_rpn_cls": 0.03483, "loss_rpn_bbox": 0.03844, "loss_cls": 0.20456, "acc": 93.17554, "loss_bbox": 0.223, "loss_mask": 0.2376, "loss": 0.73843, "time": 0.66194} {"mode": "train", "epoch": 7, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01573, "loss_rpn_cls": 0.03164, "loss_rpn_bbox": 0.03736, "loss_cls": 0.21339, "acc": 92.74268, "loss_bbox": 0.23647, "loss_mask": 0.23894, "loss": 0.7578, "time": 0.66569} {"mode": "train", "epoch": 7, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.01483, "loss_rpn_cls": 0.031, "loss_rpn_bbox": 0.03431, "loss_cls": 0.19282, "acc": 93.40747, "loss_bbox": 0.21449, "loss_mask": 0.22918, "loss": 0.70179, "time": 0.66624} {"mode": "train", "epoch": 7, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.01873, "loss_rpn_cls": 0.0319, "loss_rpn_bbox": 0.03479, "loss_cls": 0.21231, "acc": 92.77026, "loss_bbox": 0.23845, "loss_mask": 0.23663, "loss": 0.75407, "time": 0.66856} {"mode": "train", "epoch": 7, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.01813, "loss_rpn_cls": 0.03153, "loss_rpn_bbox": 0.03616, "loss_cls": 0.20031, "acc": 93.12549, "loss_bbox": 0.22545, "loss_mask": 0.23494, "loss": 0.72839, "time": 0.668} {"mode": "train", "epoch": 7, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.01626, "loss_rpn_cls": 0.03679, "loss_rpn_bbox": 0.03653, "loss_cls": 0.20554, "acc": 93.01025, "loss_bbox": 0.22706, "loss_mask": 0.23519, "loss": 0.7411, "time": 0.65362} {"mode": "train", "epoch": 7, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.01875, "loss_rpn_cls": 0.0325, "loss_rpn_bbox": 0.03673, "loss_cls": 0.20472, "acc": 92.92407, "loss_bbox": 0.23358, "loss_mask": 0.24012, "loss": 0.74765, "time": 0.67262} {"mode": "train", "epoch": 7, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.01608, "loss_rpn_cls": 0.02709, "loss_rpn_bbox": 0.03277, "loss_cls": 0.20837, "acc": 93.06152, "loss_bbox": 0.22839, "loss_mask": 0.24527, "loss": 0.74188, "time": 0.66808} {"mode": "train", "epoch": 7, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01629, "loss_rpn_cls": 0.03559, "loss_rpn_bbox": 0.03636, "loss_cls": 0.21187, "acc": 92.8418, "loss_bbox": 0.23637, "loss_mask": 0.24625, "loss": 0.76644, "time": 0.66407} {"mode": "train", "epoch": 7, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01818, "loss_rpn_cls": 0.03114, "loss_rpn_bbox": 0.03808, "loss_cls": 0.20644, "acc": 93.08594, "loss_bbox": 0.23187, "loss_mask": 0.23736, "loss": 0.7449, "time": 0.66641} {"mode": "train", "epoch": 7, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.01649, "loss_rpn_cls": 0.03052, "loss_rpn_bbox": 0.03479, "loss_cls": 0.20246, "acc": 93.18604, "loss_bbox": 0.22025, "loss_mask": 0.23394, "loss": 0.72196, "time": 0.66889} {"mode": "train", "epoch": 7, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.01808, "loss_rpn_cls": 0.03169, "loss_rpn_bbox": 0.0377, "loss_cls": 0.20954, "acc": 92.93433, "loss_bbox": 0.23851, "loss_mask": 0.24217, "loss": 0.7596, "time": 0.66903} {"mode": "train", "epoch": 7, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.01726, "loss_rpn_cls": 0.03083, "loss_rpn_bbox": 0.03606, "loss_cls": 0.20186, "acc": 93.19775, "loss_bbox": 0.22517, "loss_mask": 0.23894, "loss": 0.73285, "time": 0.68295} {"mode": "train", "epoch": 7, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.01783, "loss_rpn_cls": 0.03193, "loss_rpn_bbox": 0.03796, "loss_cls": 0.20766, "acc": 92.94556, "loss_bbox": 0.23325, "loss_mask": 0.24019, "loss": 0.75099, "time": 0.68004} {"mode": "train", "epoch": 7, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.01678, "loss_rpn_cls": 0.03143, "loss_rpn_bbox": 0.03741, "loss_cls": 0.20716, "acc": 92.93457, "loss_bbox": 0.2291, "loss_mask": 0.2352, "loss": 0.74031, "time": 0.67555} {"mode": "train", "epoch": 7, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.01583, "loss_rpn_cls": 0.03138, "loss_rpn_bbox": 0.03541, "loss_cls": 0.19957, "acc": 93.17017, "loss_bbox": 0.2228, "loss_mask": 0.23892, "loss": 0.72809, "time": 0.67843} {"mode": "train", "epoch": 7, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.01654, "loss_rpn_cls": 0.03224, "loss_rpn_bbox": 0.03721, "loss_cls": 0.22072, "acc": 92.53955, "loss_bbox": 0.23895, "loss_mask": 0.24163, "loss": 0.77075, "time": 0.67413} {"mode": "train", "epoch": 7, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01736, "loss_rpn_cls": 0.03148, "loss_rpn_bbox": 0.03625, "loss_cls": 0.20033, "acc": 93.15503, "loss_bbox": 0.22414, "loss_mask": 0.2358, "loss": 0.72799, "time": 0.67629} {"mode": "train", "epoch": 7, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01886, "loss_rpn_cls": 0.03201, "loss_rpn_bbox": 0.03645, "loss_cls": 0.21065, "acc": 92.91357, "loss_bbox": 0.23588, "loss_mask": 0.24158, "loss": 0.75657, "time": 0.67964} {"mode": "val", "epoch": 7, "iter": 625, "lr": 0.0, "bbox_mAP": 0.4622, "bbox_mAP_50": 0.6934, "bbox_mAP_75": 0.5074, "bbox_mAP_s": 0.3162, "bbox_mAP_m": 0.5075, "bbox_mAP_l": 0.5855, "bbox_mAP_copypaste": "0.4622 0.6934 0.5074 0.3162 0.5075 0.5855", "segm_mAP": 0.4169, "segm_mAP_50": 0.6565, "segm_mAP_75": 0.4496, "segm_mAP_s": 0.2227, "segm_mAP_m": 0.4549, "segm_mAP_l": 0.6098, "segm_mAP_copypaste": "0.4169 0.6565 0.4496 0.2227 0.4549 0.6098"} {"mode": "train", "epoch": 8, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.70524, "loss_rpn_cls": 0.02908, "loss_rpn_bbox": 0.03459, "loss_cls": 0.19622, "acc": 93.21094, "loss_bbox": 0.22059, "loss_mask": 0.23543, "loss": 0.71591, "time": 1.36732} {"mode": "train", "epoch": 8, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.02183, "loss_rpn_cls": 0.03067, "loss_rpn_bbox": 0.03624, "loss_cls": 0.1892, "acc": 93.48853, "loss_bbox": 0.22012, "loss_mask": 0.23366, "loss": 0.7099, "time": 0.68078} {"mode": "train", "epoch": 8, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.0154, "loss_rpn_cls": 0.02869, "loss_rpn_bbox": 0.03426, "loss_cls": 0.19381, "acc": 93.354, "loss_bbox": 0.22163, "loss_mask": 0.23117, "loss": 0.70956, "time": 0.66512} {"mode": "train", "epoch": 8, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.01612, "loss_rpn_cls": 0.03237, "loss_rpn_bbox": 0.03623, "loss_cls": 0.20254, "acc": 93.11841, "loss_bbox": 0.23122, "loss_mask": 0.24057, "loss": 0.74293, "time": 0.67132} {"mode": "train", "epoch": 8, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.01472, "loss_rpn_cls": 0.02584, "loss_rpn_bbox": 0.032, "loss_cls": 0.19094, "acc": 93.54443, "loss_bbox": 0.21555, "loss_mask": 0.23407, "loss": 0.6984, "time": 0.67602} {"mode": "train", "epoch": 8, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.0174, "loss_rpn_cls": 0.03202, "loss_rpn_bbox": 0.03705, "loss_cls": 0.20461, "acc": 92.95996, "loss_bbox": 0.23309, "loss_mask": 0.24103, "loss": 0.7478, "time": 0.68206} {"mode": "train", "epoch": 8, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.01735, "loss_rpn_cls": 0.03068, "loss_rpn_bbox": 0.03384, "loss_cls": 0.19619, "acc": 93.28052, "loss_bbox": 0.2249, "loss_mask": 0.23574, "loss": 0.72135, "time": 0.66691} {"mode": "train", "epoch": 8, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.01716, "loss_rpn_cls": 0.03034, "loss_rpn_bbox": 0.03605, "loss_cls": 0.20433, "acc": 92.98047, "loss_bbox": 0.22539, "loss_mask": 0.23489, "loss": 0.731, "time": 0.67551} {"mode": "train", "epoch": 8, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.01731, "loss_rpn_cls": 0.03279, "loss_rpn_bbox": 0.03619, "loss_cls": 0.20968, "acc": 92.94946, "loss_bbox": 0.22849, "loss_mask": 0.23533, "loss": 0.74248, "time": 0.66933} {"mode": "train", "epoch": 8, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.01649, "loss_rpn_cls": 0.0346, "loss_rpn_bbox": 0.03745, "loss_cls": 0.20505, "acc": 93.12988, "loss_bbox": 0.22645, "loss_mask": 0.23895, "loss": 0.74249, "time": 0.65557} {"mode": "train", "epoch": 8, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01655, "loss_rpn_cls": 0.03325, "loss_rpn_bbox": 0.03786, "loss_cls": 0.2044, "acc": 92.89209, "loss_bbox": 0.23518, "loss_mask": 0.24129, "loss": 0.75198, "time": 0.66794} {"mode": "train", "epoch": 8, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.01944, "loss_rpn_cls": 0.03003, "loss_rpn_bbox": 0.03353, "loss_cls": 0.19852, "acc": 93.03296, "loss_bbox": 0.23084, "loss_mask": 0.23697, "loss": 0.72988, "time": 0.66355} {"mode": "train", "epoch": 8, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.01636, "loss_rpn_cls": 0.03126, "loss_rpn_bbox": 0.03691, "loss_cls": 0.20327, "acc": 92.9646, "loss_bbox": 0.22887, "loss_mask": 0.23295, "loss": 0.73325, "time": 0.66679} {"mode": "train", "epoch": 8, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.01715, "loss_rpn_cls": 0.03116, "loss_rpn_bbox": 0.03533, "loss_cls": 0.19884, "acc": 93.17725, "loss_bbox": 0.22074, "loss_mask": 0.23179, "loss": 0.71786, "time": 0.67351} {"mode": "train", "epoch": 8, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.01845, "loss_rpn_cls": 0.03258, "loss_rpn_bbox": 0.0374, "loss_cls": 0.20222, "acc": 92.97803, "loss_bbox": 0.23302, "loss_mask": 0.23544, "loss": 0.74066, "time": 0.67972} {"mode": "train", "epoch": 8, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.01673, "loss_rpn_cls": 0.0307, "loss_rpn_bbox": 0.03612, "loss_cls": 0.20563, "acc": 92.85376, "loss_bbox": 0.23343, "loss_mask": 0.23743, "loss": 0.7433, "time": 0.66488} {"mode": "train", "epoch": 8, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.01686, "loss_rpn_cls": 0.03075, "loss_rpn_bbox": 0.03608, "loss_cls": 0.20951, "acc": 92.96973, "loss_bbox": 0.23409, "loss_mask": 0.2434, "loss": 0.75383, "time": 0.6793} {"mode": "train", "epoch": 8, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.01865, "loss_rpn_cls": 0.03113, "loss_rpn_bbox": 0.03723, "loss_cls": 0.1996, "acc": 93.16724, "loss_bbox": 0.22204, "loss_mask": 0.22997, "loss": 0.71997, "time": 0.67972} {"mode": "train", "epoch": 8, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.01682, "loss_rpn_cls": 0.03058, "loss_rpn_bbox": 0.03379, "loss_cls": 0.19434, "acc": 93.30688, "loss_bbox": 0.22008, "loss_mask": 0.23365, "loss": 0.71244, "time": 0.66704} {"mode": "train", "epoch": 8, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.01581, "loss_rpn_cls": 0.02973, "loss_rpn_bbox": 0.03359, "loss_cls": 0.19912, "acc": 93.25049, "loss_bbox": 0.22814, "loss_mask": 0.23778, "loss": 0.72836, "time": 0.66313} {"mode": "train", "epoch": 8, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01807, "loss_rpn_cls": 0.03158, "loss_rpn_bbox": 0.03831, "loss_cls": 0.19282, "acc": 93.33667, "loss_bbox": 0.22018, "loss_mask": 0.23197, "loss": 0.71486, "time": 0.67556} {"mode": "train", "epoch": 8, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.01903, "loss_rpn_cls": 0.03149, "loss_rpn_bbox": 0.03746, "loss_cls": 0.20327, "acc": 92.91333, "loss_bbox": 0.23531, "loss_mask": 0.23437, "loss": 0.7419, "time": 0.67354} {"mode": "train", "epoch": 8, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.01718, "loss_rpn_cls": 0.03102, "loss_rpn_bbox": 0.03699, "loss_cls": 0.21122, "acc": 92.81567, "loss_bbox": 0.23155, "loss_mask": 0.2365, "loss": 0.74728, "time": 0.66653} {"mode": "train", "epoch": 8, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.01931, "loss_rpn_cls": 0.0341, "loss_rpn_bbox": 0.03851, "loss_cls": 0.20336, "acc": 93.04102, "loss_bbox": 0.23764, "loss_mask": 0.24295, "loss": 0.75656, "time": 0.67581} {"mode": "train", "epoch": 8, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.0183, "loss_rpn_cls": 0.0318, "loss_rpn_bbox": 0.0367, "loss_cls": 0.20066, "acc": 93.21216, "loss_bbox": 0.2242, "loss_mask": 0.23565, "loss": 0.72902, "time": 0.67449} {"mode": "train", "epoch": 8, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.01806, "loss_rpn_cls": 0.03224, "loss_rpn_bbox": 0.03878, "loss_cls": 0.20639, "acc": 92.89551, "loss_bbox": 0.23779, "loss_mask": 0.24379, "loss": 0.75899, "time": 0.68795} {"mode": "train", "epoch": 8, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01757, "loss_rpn_cls": 0.03036, "loss_rpn_bbox": 0.03499, "loss_cls": 0.1974, "acc": 93.2771, "loss_bbox": 0.22866, "loss_mask": 0.23224, "loss": 0.72366, "time": 0.67635} {"mode": "train", "epoch": 8, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01805, "loss_rpn_cls": 0.03329, "loss_rpn_bbox": 0.03815, "loss_cls": 0.20915, "acc": 92.8667, "loss_bbox": 0.2341, "loss_mask": 0.24197, "loss": 0.75666, "time": 0.67498} {"mode": "train", "epoch": 8, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.01635, "loss_rpn_cls": 0.02866, "loss_rpn_bbox": 0.03456, "loss_cls": 0.20073, "acc": 93.1123, "loss_bbox": 0.22564, "loss_mask": 0.23999, "loss": 0.72959, "time": 0.66374} {"mode": "train", "epoch": 8, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.02072, "loss_rpn_cls": 0.03225, "loss_rpn_bbox": 0.03865, "loss_cls": 0.20416, "acc": 92.97095, "loss_bbox": 0.23622, "loss_mask": 0.24097, "loss": 0.75225, "time": 0.67368} {"mode": "train", "epoch": 8, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.01566, "loss_rpn_cls": 0.03101, "loss_rpn_bbox": 0.03614, "loss_cls": 0.20517, "acc": 93.11523, "loss_bbox": 0.22698, "loss_mask": 0.24079, "loss": 0.74009, "time": 0.66387} {"mode": "train", "epoch": 8, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.01746, "loss_rpn_cls": 0.03022, "loss_rpn_bbox": 0.0359, "loss_cls": 0.19982, "acc": 93.04419, "loss_bbox": 0.22609, "loss_mask": 0.22869, "loss": 0.72072, "time": 0.67178} {"mode": "train", "epoch": 8, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.01827, "loss_rpn_cls": 0.03205, "loss_rpn_bbox": 0.036, "loss_cls": 0.20435, "acc": 93.10327, "loss_bbox": 0.22822, "loss_mask": 0.23359, "loss": 0.73421, "time": 0.67056} {"mode": "train", "epoch": 8, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.01728, "loss_rpn_cls": 0.03229, "loss_rpn_bbox": 0.03736, "loss_cls": 0.20045, "acc": 93.28906, "loss_bbox": 0.22114, "loss_mask": 0.23106, "loss": 0.7223, "time": 0.67403} {"mode": "train", "epoch": 8, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.02022, "loss_rpn_cls": 0.03036, "loss_rpn_bbox": 0.03656, "loss_cls": 0.20158, "acc": 93.08276, "loss_bbox": 0.22359, "loss_mask": 0.23013, "loss": 0.72221, "time": 0.67294} {"mode": "train", "epoch": 8, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.01614, "loss_rpn_cls": 0.03077, "loss_rpn_bbox": 0.03609, "loss_cls": 0.20223, "acc": 93.10547, "loss_bbox": 0.22966, "loss_mask": 0.23718, "loss": 0.73593, "time": 0.66856} {"mode": "train", "epoch": 8, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.01498, "loss_rpn_cls": 0.03202, "loss_rpn_bbox": 0.03522, "loss_cls": 0.19955, "acc": 93.18774, "loss_bbox": 0.22294, "loss_mask": 0.23384, "loss": 0.72356, "time": 0.6718} {"mode": "train", "epoch": 8, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.01812, "loss_rpn_cls": 0.0332, "loss_rpn_bbox": 0.03685, "loss_cls": 0.20557, "acc": 93.0166, "loss_bbox": 0.22901, "loss_mask": 0.23661, "loss": 0.74124, "time": 0.66941} {"mode": "train", "epoch": 8, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.0163, "loss_rpn_cls": 0.02986, "loss_rpn_bbox": 0.03439, "loss_cls": 0.18983, "acc": 93.58398, "loss_bbox": 0.21375, "loss_mask": 0.23482, "loss": 0.70265, "time": 0.66693} {"mode": "train", "epoch": 8, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.0175, "loss_rpn_cls": 0.03141, "loss_rpn_bbox": 0.03639, "loss_cls": 0.20102, "acc": 93.02539, "loss_bbox": 0.22606, "loss_mask": 0.22947, "loss": 0.72435, "time": 0.67674} {"mode": "train", "epoch": 8, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.01707, "loss_rpn_cls": 0.02994, "loss_rpn_bbox": 0.03544, "loss_cls": 0.19451, "acc": 93.43677, "loss_bbox": 0.21974, "loss_mask": 0.23473, "loss": 0.71436, "time": 0.68} {"mode": "train", "epoch": 8, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.01758, "loss_rpn_cls": 0.03466, "loss_rpn_bbox": 0.03733, "loss_cls": 0.20806, "acc": 92.82471, "loss_bbox": 0.23739, "loss_mask": 0.24063, "loss": 0.75807, "time": 0.67342} {"mode": "train", "epoch": 8, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.017, "loss_rpn_cls": 0.03352, "loss_rpn_bbox": 0.03758, "loss_cls": 0.20943, "acc": 92.8894, "loss_bbox": 0.23128, "loss_mask": 0.24091, "loss": 0.75272, "time": 0.67123} {"mode": "train", "epoch": 8, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.01774, "loss_rpn_cls": 0.03084, "loss_rpn_bbox": 0.03787, "loss_cls": 0.20216, "acc": 93.05884, "loss_bbox": 0.22468, "loss_mask": 0.23868, "loss": 0.73423, "time": 0.67055} {"mode": "train", "epoch": 8, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.01811, "loss_rpn_cls": 0.0299, "loss_rpn_bbox": 0.03574, "loss_cls": 0.20528, "acc": 92.91064, "loss_bbox": 0.23538, "loss_mask": 0.23849, "loss": 0.74479, "time": 0.66816} {"mode": "train", "epoch": 8, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.01772, "loss_rpn_cls": 0.03199, "loss_rpn_bbox": 0.0349, "loss_cls": 0.20095, "acc": 93.23633, "loss_bbox": 0.22037, "loss_mask": 0.2374, "loss": 0.72561, "time": 0.6723} {"mode": "train", "epoch": 8, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.01545, "loss_rpn_cls": 0.02981, "loss_rpn_bbox": 0.03469, "loss_cls": 0.19546, "acc": 93.37549, "loss_bbox": 0.2182, "loss_mask": 0.23213, "loss": 0.71028, "time": 0.6686} {"mode": "train", "epoch": 8, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.01607, "loss_rpn_cls": 0.03414, "loss_rpn_bbox": 0.0397, "loss_cls": 0.21163, "acc": 92.70459, "loss_bbox": 0.23889, "loss_mask": 0.23702, "loss": 0.76138, "time": 0.6641} {"mode": "train", "epoch": 8, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.01727, "loss_rpn_cls": 0.03052, "loss_rpn_bbox": 0.03789, "loss_cls": 0.19993, "acc": 92.96851, "loss_bbox": 0.23414, "loss_mask": 0.23461, "loss": 0.7371, "time": 0.6722} {"mode": "train", "epoch": 8, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.01548, "loss_rpn_cls": 0.03148, "loss_rpn_bbox": 0.03607, "loss_cls": 0.19575, "acc": 93.26978, "loss_bbox": 0.22417, "loss_mask": 0.23685, "loss": 0.72432, "time": 0.66716} {"mode": "train", "epoch": 8, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.01683, "loss_rpn_cls": 0.0301, "loss_rpn_bbox": 0.0363, "loss_cls": 0.21209, "acc": 92.74976, "loss_bbox": 0.23047, "loss_mask": 0.24363, "loss": 0.75258, "time": 0.67241} {"mode": "train", "epoch": 8, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.01699, "loss_rpn_cls": 0.03328, "loss_rpn_bbox": 0.03704, "loss_cls": 0.20185, "acc": 93.06592, "loss_bbox": 0.23224, "loss_mask": 0.23916, "loss": 0.74356, "time": 0.66171} {"mode": "train", "epoch": 8, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.01721, "loss_rpn_cls": 0.0332, "loss_rpn_bbox": 0.03717, "loss_cls": 0.19564, "acc": 93.2666, "loss_bbox": 0.22195, "loss_mask": 0.23423, "loss": 0.72218, "time": 0.68154} {"mode": "train", "epoch": 8, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.01629, "loss_rpn_cls": 0.03214, "loss_rpn_bbox": 0.03415, "loss_cls": 0.19424, "acc": 93.2937, "loss_bbox": 0.22275, "loss_mask": 0.24202, "loss": 0.72529, "time": 0.66306} {"mode": "train", "epoch": 8, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.01615, "loss_rpn_cls": 0.03409, "loss_rpn_bbox": 0.03809, "loss_cls": 0.20571, "acc": 93.01172, "loss_bbox": 0.23294, "loss_mask": 0.24119, "loss": 0.75202, "time": 0.66887} {"mode": "train", "epoch": 8, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.01653, "loss_rpn_cls": 0.02969, "loss_rpn_bbox": 0.03416, "loss_cls": 0.20646, "acc": 92.96216, "loss_bbox": 0.2312, "loss_mask": 0.23326, "loss": 0.73476, "time": 0.67971} {"mode": "train", "epoch": 8, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.01726, "loss_rpn_cls": 0.02993, "loss_rpn_bbox": 0.03473, "loss_cls": 0.19774, "acc": 93.31909, "loss_bbox": 0.22763, "loss_mask": 0.23564, "loss": 0.72567, "time": 0.67196} {"mode": "train", "epoch": 8, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.01503, "loss_rpn_cls": 0.03014, "loss_rpn_bbox": 0.0342, "loss_cls": 0.20424, "acc": 93.05444, "loss_bbox": 0.22935, "loss_mask": 0.24177, "loss": 0.7397, "time": 0.67714} {"mode": "train", "epoch": 8, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.01722, "loss_rpn_cls": 0.02758, "loss_rpn_bbox": 0.03359, "loss_cls": 0.20092, "acc": 93.26562, "loss_bbox": 0.22498, "loss_mask": 0.22947, "loss": 0.71653, "time": 0.66311} {"mode": "train", "epoch": 8, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.01944, "loss_rpn_cls": 0.02894, "loss_rpn_bbox": 0.03458, "loss_cls": 0.19824, "acc": 93.28174, "loss_bbox": 0.21819, "loss_mask": 0.23115, "loss": 0.7111, "time": 0.6759} {"mode": "train", "epoch": 8, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.01749, "loss_rpn_cls": 0.03377, "loss_rpn_bbox": 0.04179, "loss_cls": 0.21536, "acc": 92.61841, "loss_bbox": 0.24325, "loss_mask": 0.24815, "loss": 0.78232, "time": 0.67316} {"mode": "train", "epoch": 8, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.01804, "loss_rpn_cls": 0.03538, "loss_rpn_bbox": 0.03869, "loss_cls": 0.20387, "acc": 93.05322, "loss_bbox": 0.23215, "loss_mask": 0.23823, "loss": 0.74831, "time": 0.67358} {"mode": "train", "epoch": 8, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.01657, "loss_rpn_cls": 0.03093, "loss_rpn_bbox": 0.03717, "loss_cls": 0.20613, "acc": 92.85962, "loss_bbox": 0.23691, "loss_mask": 0.24105, "loss": 0.75219, "time": 0.66405} {"mode": "train", "epoch": 8, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01841, "loss_rpn_cls": 0.02735, "loss_rpn_bbox": 0.03567, "loss_cls": 0.20197, "acc": 93.13403, "loss_bbox": 0.22735, "loss_mask": 0.23726, "loss": 0.72958, "time": 0.66731} {"mode": "train", "epoch": 8, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.01603, "loss_rpn_cls": 0.03077, "loss_rpn_bbox": 0.03521, "loss_cls": 0.20617, "acc": 93.02515, "loss_bbox": 0.23188, "loss_mask": 0.24618, "loss": 0.75021, "time": 0.66915} {"mode": "train", "epoch": 8, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01771, "loss_rpn_cls": 0.03391, "loss_rpn_bbox": 0.03762, "loss_cls": 0.20405, "acc": 93.25098, "loss_bbox": 0.22765, "loss_mask": 0.23781, "loss": 0.74104, "time": 0.66463} {"mode": "train", "epoch": 8, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.01724, "loss_rpn_cls": 0.03124, "loss_rpn_bbox": 0.03408, "loss_cls": 0.1994, "acc": 93.24316, "loss_bbox": 0.22284, "loss_mask": 0.23378, "loss": 0.72134, "time": 0.67514} {"mode": "train", "epoch": 8, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.01906, "loss_rpn_cls": 0.03353, "loss_rpn_bbox": 0.03884, "loss_cls": 0.20246, "acc": 92.98682, "loss_bbox": 0.23463, "loss_mask": 0.24347, "loss": 0.75293, "time": 0.6749} {"mode": "train", "epoch": 8, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.01408, "loss_rpn_cls": 0.0305, "loss_rpn_bbox": 0.03634, "loss_cls": 0.196, "acc": 93.21753, "loss_bbox": 0.22488, "loss_mask": 0.23472, "loss": 0.72244, "time": 0.68359} {"mode": "train", "epoch": 8, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.01635, "loss_rpn_cls": 0.0309, "loss_rpn_bbox": 0.03737, "loss_cls": 0.2037, "acc": 93.06348, "loss_bbox": 0.23002, "loss_mask": 0.23879, "loss": 0.74078, "time": 0.66414} {"mode": "train", "epoch": 8, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.01638, "loss_rpn_cls": 0.03222, "loss_rpn_bbox": 0.03801, "loss_cls": 0.19504, "acc": 93.21094, "loss_bbox": 0.22293, "loss_mask": 0.23499, "loss": 0.72319, "time": 0.66981} {"mode": "train", "epoch": 8, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.01717, "loss_rpn_cls": 0.03427, "loss_rpn_bbox": 0.03917, "loss_cls": 0.20122, "acc": 93.05737, "loss_bbox": 0.23549, "loss_mask": 0.23644, "loss": 0.7466, "time": 0.66898} {"mode": "train", "epoch": 8, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.01601, "loss_rpn_cls": 0.03201, "loss_rpn_bbox": 0.03745, "loss_cls": 0.20558, "acc": 92.93286, "loss_bbox": 0.22656, "loss_mask": 0.23562, "loss": 0.73722, "time": 0.6614} {"mode": "train", "epoch": 8, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.01794, "loss_rpn_cls": 0.03013, "loss_rpn_bbox": 0.03488, "loss_cls": 0.20103, "acc": 93.08984, "loss_bbox": 0.23118, "loss_mask": 0.23748, "loss": 0.7347, "time": 0.67793} {"mode": "train", "epoch": 8, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01574, "loss_rpn_cls": 0.03142, "loss_rpn_bbox": 0.03672, "loss_cls": 0.20125, "acc": 92.90625, "loss_bbox": 0.23311, "loss_mask": 0.23539, "loss": 0.7379, "time": 0.66446} {"mode": "train", "epoch": 8, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01511, "loss_rpn_cls": 0.03391, "loss_rpn_bbox": 0.03575, "loss_cls": 0.1994, "acc": 93.04688, "loss_bbox": 0.22723, "loss_mask": 0.23632, "loss": 0.7326, "time": 0.68523} {"mode": "train", "epoch": 8, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01687, "loss_rpn_cls": 0.03123, "loss_rpn_bbox": 0.03383, "loss_cls": 0.20465, "acc": 93.10522, "loss_bbox": 0.21993, "loss_mask": 0.23392, "loss": 0.72356, "time": 0.67356} {"mode": "train", "epoch": 8, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01814, "loss_rpn_cls": 0.0311, "loss_rpn_bbox": 0.03787, "loss_cls": 0.2035, "acc": 92.96436, "loss_bbox": 0.23088, "loss_mask": 0.23573, "loss": 0.7391, "time": 0.66356} {"mode": "train", "epoch": 8, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.01865, "loss_rpn_cls": 0.03102, "loss_rpn_bbox": 0.03562, "loss_cls": 0.20686, "acc": 92.99561, "loss_bbox": 0.22781, "loss_mask": 0.23345, "loss": 0.73475, "time": 0.67391} {"mode": "train", "epoch": 8, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.01683, "loss_rpn_cls": 0.03138, "loss_rpn_bbox": 0.03498, "loss_cls": 0.20687, "acc": 92.90503, "loss_bbox": 0.22812, "loss_mask": 0.23618, "loss": 0.73752, "time": 0.66479} {"mode": "train", "epoch": 8, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01969, "loss_rpn_cls": 0.03215, "loss_rpn_bbox": 0.03619, "loss_cls": 0.20748, "acc": 92.90576, "loss_bbox": 0.23105, "loss_mask": 0.23739, "loss": 0.74426, "time": 0.67034} {"mode": "train", "epoch": 8, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.01521, "loss_rpn_cls": 0.03324, "loss_rpn_bbox": 0.03559, "loss_cls": 0.2108, "acc": 92.85889, "loss_bbox": 0.22952, "loss_mask": 0.23721, "loss": 0.74636, "time": 0.67198} {"mode": "train", "epoch": 8, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.01926, "loss_rpn_cls": 0.02993, "loss_rpn_bbox": 0.03471, "loss_cls": 0.19389, "acc": 93.24438, "loss_bbox": 0.21928, "loss_mask": 0.23252, "loss": 0.71033, "time": 0.6564} {"mode": "train", "epoch": 8, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.01671, "loss_rpn_cls": 0.02968, "loss_rpn_bbox": 0.0367, "loss_cls": 0.20484, "acc": 93.02124, "loss_bbox": 0.22477, "loss_mask": 0.23344, "loss": 0.72944, "time": 0.67646} {"mode": "train", "epoch": 8, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.01547, "loss_rpn_cls": 0.03275, "loss_rpn_bbox": 0.0363, "loss_cls": 0.20303, "acc": 93.01025, "loss_bbox": 0.22646, "loss_mask": 0.23041, "loss": 0.72894, "time": 0.6766} {"mode": "train", "epoch": 8, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01711, "loss_rpn_cls": 0.03081, "loss_rpn_bbox": 0.03759, "loss_cls": 0.20185, "acc": 92.92847, "loss_bbox": 0.23668, "loss_mask": 0.24301, "loss": 0.74994, "time": 0.67059} {"mode": "train", "epoch": 8, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.01458, "loss_rpn_cls": 0.02995, "loss_rpn_bbox": 0.0339, "loss_cls": 0.19576, "acc": 93.25439, "loss_bbox": 0.22142, "loss_mask": 0.23468, "loss": 0.7157, "time": 0.67547} {"mode": "train", "epoch": 8, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.01696, "loss_rpn_cls": 0.03016, "loss_rpn_bbox": 0.0358, "loss_cls": 0.20088, "acc": 93.10303, "loss_bbox": 0.22719, "loss_mask": 0.23602, "loss": 0.73006, "time": 0.66912} {"mode": "train", "epoch": 8, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.0175, "loss_rpn_cls": 0.03312, "loss_rpn_bbox": 0.03591, "loss_cls": 0.20178, "acc": 93.23315, "loss_bbox": 0.21991, "loss_mask": 0.22977, "loss": 0.7205, "time": 0.66921} {"mode": "train", "epoch": 8, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01657, "loss_rpn_cls": 0.03047, "loss_rpn_bbox": 0.03596, "loss_cls": 0.19512, "acc": 93.27515, "loss_bbox": 0.22281, "loss_mask": 0.23373, "loss": 0.71809, "time": 0.67478} {"mode": "train", "epoch": 8, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01603, "loss_rpn_cls": 0.031, "loss_rpn_bbox": 0.03512, "loss_cls": 0.20612, "acc": 92.97217, "loss_bbox": 0.23017, "loss_mask": 0.23327, "loss": 0.73568, "time": 0.67134} {"mode": "train", "epoch": 8, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.01536, "loss_rpn_cls": 0.02908, "loss_rpn_bbox": 0.03459, "loss_cls": 0.18722, "acc": 93.60059, "loss_bbox": 0.21546, "loss_mask": 0.23059, "loss": 0.69695, "time": 0.67146} {"mode": "train", "epoch": 8, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.01445, "loss_rpn_cls": 0.03053, "loss_rpn_bbox": 0.03497, "loss_cls": 0.19873, "acc": 93.14014, "loss_bbox": 0.2262, "loss_mask": 0.23974, "loss": 0.73018, "time": 0.66954} {"mode": "train", "epoch": 8, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.01631, "loss_rpn_cls": 0.03215, "loss_rpn_bbox": 0.03708, "loss_cls": 0.2016, "acc": 93.08765, "loss_bbox": 0.22883, "loss_mask": 0.23263, "loss": 0.73229, "time": 0.67397} {"mode": "train", "epoch": 8, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01643, "loss_rpn_cls": 0.0306, "loss_rpn_bbox": 0.03607, "loss_cls": 0.19817, "acc": 93.14478, "loss_bbox": 0.22894, "loss_mask": 0.23426, "loss": 0.72804, "time": 0.66424} {"mode": "train", "epoch": 8, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.01711, "loss_rpn_cls": 0.03163, "loss_rpn_bbox": 0.03739, "loss_cls": 0.19571, "acc": 93.24902, "loss_bbox": 0.22838, "loss_mask": 0.2335, "loss": 0.72661, "time": 0.67055} {"mode": "train", "epoch": 8, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01704, "loss_rpn_cls": 0.03067, "loss_rpn_bbox": 0.03583, "loss_cls": 0.20642, "acc": 93.13916, "loss_bbox": 0.22801, "loss_mask": 0.23798, "loss": 0.73891, "time": 0.6543} {"mode": "train", "epoch": 8, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.01545, "loss_rpn_cls": 0.03006, "loss_rpn_bbox": 0.03411, "loss_cls": 0.19799, "acc": 93.38647, "loss_bbox": 0.21803, "loss_mask": 0.24055, "loss": 0.72073, "time": 0.66335} {"mode": "train", "epoch": 8, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.01442, "loss_rpn_cls": 0.03081, "loss_rpn_bbox": 0.03441, "loss_cls": 0.19592, "acc": 93.47925, "loss_bbox": 0.21393, "loss_mask": 0.23306, "loss": 0.70813, "time": 0.67777} {"mode": "train", "epoch": 8, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.01643, "loss_rpn_cls": 0.03015, "loss_rpn_bbox": 0.03609, "loss_cls": 0.20453, "acc": 93.0459, "loss_bbox": 0.23216, "loss_mask": 0.23709, "loss": 0.74002, "time": 0.67572} {"mode": "train", "epoch": 8, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.01922, "loss_rpn_cls": 0.03372, "loss_rpn_bbox": 0.03664, "loss_cls": 0.20265, "acc": 93.12402, "loss_bbox": 0.22738, "loss_mask": 0.24327, "loss": 0.74367, "time": 0.67439} {"mode": "train", "epoch": 8, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.01446, "loss_rpn_cls": 0.03189, "loss_rpn_bbox": 0.03635, "loss_cls": 0.20486, "acc": 92.98584, "loss_bbox": 0.23201, "loss_mask": 0.23742, "loss": 0.74254, "time": 0.68499} {"mode": "train", "epoch": 8, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.01487, "loss_rpn_cls": 0.02936, "loss_rpn_bbox": 0.03546, "loss_cls": 0.20451, "acc": 92.80273, "loss_bbox": 0.2341, "loss_mask": 0.23613, "loss": 0.73956, "time": 0.68831} {"mode": "train", "epoch": 8, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.01569, "loss_rpn_cls": 0.0321, "loss_rpn_bbox": 0.03622, "loss_cls": 0.19131, "acc": 93.56348, "loss_bbox": 0.21359, "loss_mask": 0.22921, "loss": 0.70243, "time": 0.67721} {"mode": "train", "epoch": 8, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.01618, "loss_rpn_cls": 0.03318, "loss_rpn_bbox": 0.03431, "loss_cls": 0.20223, "acc": 93.19507, "loss_bbox": 0.22431, "loss_mask": 0.23644, "loss": 0.73047, "time": 0.6666} {"mode": "train", "epoch": 8, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.0182, "loss_rpn_cls": 0.02956, "loss_rpn_bbox": 0.03353, "loss_cls": 0.20236, "acc": 93.14502, "loss_bbox": 0.2259, "loss_mask": 0.23107, "loss": 0.72242, "time": 0.66924} {"mode": "train", "epoch": 8, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.01938, "loss_rpn_cls": 0.02972, "loss_rpn_bbox": 0.03572, "loss_cls": 0.2072, "acc": 93.05518, "loss_bbox": 0.23027, "loss_mask": 0.23491, "loss": 0.73783, "time": 0.68239} {"mode": "train", "epoch": 8, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.01637, "loss_rpn_cls": 0.02718, "loss_rpn_bbox": 0.03305, "loss_cls": 0.19196, "acc": 93.38721, "loss_bbox": 0.22044, "loss_mask": 0.2295, "loss": 0.70213, "time": 0.67385} {"mode": "train", "epoch": 8, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.0169, "loss_rpn_cls": 0.03342, "loss_rpn_bbox": 0.03804, "loss_cls": 0.20936, "acc": 92.90503, "loss_bbox": 0.23329, "loss_mask": 0.24277, "loss": 0.75688, "time": 0.66975} {"mode": "train", "epoch": 8, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.01649, "loss_rpn_cls": 0.03157, "loss_rpn_bbox": 0.03604, "loss_cls": 0.20768, "acc": 92.94702, "loss_bbox": 0.23149, "loss_mask": 0.23874, "loss": 0.74552, "time": 0.6791} {"mode": "train", "epoch": 8, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.01774, "loss_rpn_cls": 0.02957, "loss_rpn_bbox": 0.03582, "loss_cls": 0.20082, "acc": 93.04028, "loss_bbox": 0.22389, "loss_mask": 0.23252, "loss": 0.72262, "time": 0.6618} {"mode": "train", "epoch": 8, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.01589, "loss_rpn_cls": 0.02807, "loss_rpn_bbox": 0.03126, "loss_cls": 0.19012, "acc": 93.37305, "loss_bbox": 0.21262, "loss_mask": 0.23442, "loss": 0.69649, "time": 0.66224} {"mode": "train", "epoch": 8, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.02119, "loss_rpn_cls": 0.0307, "loss_rpn_bbox": 0.03596, "loss_cls": 0.20023, "acc": 93.16333, "loss_bbox": 0.23008, "loss_mask": 0.2323, "loss": 0.72927, "time": 0.67055} {"mode": "train", "epoch": 8, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.01611, "loss_rpn_cls": 0.03188, "loss_rpn_bbox": 0.03557, "loss_cls": 0.20689, "acc": 92.96533, "loss_bbox": 0.22713, "loss_mask": 0.23218, "loss": 0.73366, "time": 0.66546} {"mode": "train", "epoch": 8, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.01596, "loss_rpn_cls": 0.03197, "loss_rpn_bbox": 0.03365, "loss_cls": 0.18968, "acc": 93.55518, "loss_bbox": 0.21542, "loss_mask": 0.23004, "loss": 0.70076, "time": 0.67196} {"mode": "train", "epoch": 8, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.0159, "loss_rpn_cls": 0.0314, "loss_rpn_bbox": 0.03346, "loss_cls": 0.19825, "acc": 93.30298, "loss_bbox": 0.22104, "loss_mask": 0.23923, "loss": 0.72337, "time": 0.6695} {"mode": "train", "epoch": 8, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.01963, "loss_rpn_cls": 0.03315, "loss_rpn_bbox": 0.03642, "loss_cls": 0.19503, "acc": 93.30518, "loss_bbox": 0.22225, "loss_mask": 0.23057, "loss": 0.71741, "time": 0.66112} {"mode": "train", "epoch": 8, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.01601, "loss_rpn_cls": 0.03064, "loss_rpn_bbox": 0.03484, "loss_cls": 0.20318, "acc": 93.03442, "loss_bbox": 0.23213, "loss_mask": 0.23369, "loss": 0.73447, "time": 0.66798} {"mode": "train", "epoch": 8, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.01667, "loss_rpn_cls": 0.0302, "loss_rpn_bbox": 0.03649, "loss_cls": 0.20811, "acc": 92.88184, "loss_bbox": 0.23329, "loss_mask": 0.23793, "loss": 0.74601, "time": 0.68127} {"mode": "train", "epoch": 8, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.01507, "loss_rpn_cls": 0.02896, "loss_rpn_bbox": 0.03481, "loss_cls": 0.19464, "acc": 93.24146, "loss_bbox": 0.2238, "loss_mask": 0.23165, "loss": 0.71386, "time": 0.66903} {"mode": "train", "epoch": 8, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.01655, "loss_rpn_cls": 0.03323, "loss_rpn_bbox": 0.03619, "loss_cls": 0.20393, "acc": 93.02686, "loss_bbox": 0.22988, "loss_mask": 0.2392, "loss": 0.74243, "time": 0.66772} {"mode": "train", "epoch": 8, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01661, "loss_rpn_cls": 0.02875, "loss_rpn_bbox": 0.03661, "loss_cls": 0.18964, "acc": 93.37549, "loss_bbox": 0.22167, "loss_mask": 0.23272, "loss": 0.70939, "time": 0.66598} {"mode": "train", "epoch": 8, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.01823, "loss_rpn_cls": 0.03297, "loss_rpn_bbox": 0.03538, "loss_cls": 0.19633, "acc": 93.30127, "loss_bbox": 0.22414, "loss_mask": 0.23231, "loss": 0.72113, "time": 0.66981} {"mode": "train", "epoch": 8, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.01854, "loss_rpn_cls": 0.03028, "loss_rpn_bbox": 0.03489, "loss_cls": 0.19305, "acc": 93.34863, "loss_bbox": 0.22086, "loss_mask": 0.23124, "loss": 0.71033, "time": 0.66905} {"mode": "train", "epoch": 8, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.01467, "loss_rpn_cls": 0.03094, "loss_rpn_bbox": 0.03562, "loss_cls": 0.20161, "acc": 93.15942, "loss_bbox": 0.22773, "loss_mask": 0.23856, "loss": 0.73446, "time": 0.67274} {"mode": "train", "epoch": 8, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01636, "loss_rpn_cls": 0.03225, "loss_rpn_bbox": 0.03617, "loss_cls": 0.19201, "acc": 93.25952, "loss_bbox": 0.22365, "loss_mask": 0.23618, "loss": 0.72027, "time": 0.67058} {"mode": "train", "epoch": 8, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.0152, "loss_rpn_cls": 0.03146, "loss_rpn_bbox": 0.03664, "loss_cls": 0.1982, "acc": 93.16846, "loss_bbox": 0.22505, "loss_mask": 0.23386, "loss": 0.72522, "time": 0.66715} {"mode": "train", "epoch": 8, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.01719, "loss_rpn_cls": 0.03293, "loss_rpn_bbox": 0.03767, "loss_cls": 0.21069, "acc": 92.78125, "loss_bbox": 0.23797, "loss_mask": 0.23811, "loss": 0.75736, "time": 0.67894} {"mode": "train", "epoch": 8, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01733, "loss_rpn_cls": 0.02929, "loss_rpn_bbox": 0.03634, "loss_cls": 0.20372, "acc": 92.93823, "loss_bbox": 0.23072, "loss_mask": 0.23171, "loss": 0.73179, "time": 0.67383} {"mode": "train", "epoch": 8, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.01539, "loss_rpn_cls": 0.03066, "loss_rpn_bbox": 0.03444, "loss_cls": 0.19549, "acc": 93.29932, "loss_bbox": 0.22001, "loss_mask": 0.23956, "loss": 0.72015, "time": 0.6687} {"mode": "train", "epoch": 8, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.01634, "loss_rpn_cls": 0.0306, "loss_rpn_bbox": 0.03647, "loss_cls": 0.19797, "acc": 93.24707, "loss_bbox": 0.22424, "loss_mask": 0.23559, "loss": 0.72488, "time": 0.66615} {"mode": "train", "epoch": 8, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.01678, "loss_rpn_cls": 0.02746, "loss_rpn_bbox": 0.03588, "loss_cls": 0.2008, "acc": 93.10986, "loss_bbox": 0.22574, "loss_mask": 0.22738, "loss": 0.71725, "time": 0.66208} {"mode": "train", "epoch": 8, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.01741, "loss_rpn_cls": 0.0311, "loss_rpn_bbox": 0.03608, "loss_cls": 0.20528, "acc": 92.97998, "loss_bbox": 0.23026, "loss_mask": 0.23613, "loss": 0.73885, "time": 0.66536} {"mode": "train", "epoch": 8, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.01831, "loss_rpn_cls": 0.03143, "loss_rpn_bbox": 0.03532, "loss_cls": 0.21192, "acc": 92.76685, "loss_bbox": 0.23711, "loss_mask": 0.24282, "loss": 0.7586, "time": 0.6732} {"mode": "train", "epoch": 8, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.01646, "loss_rpn_cls": 0.02853, "loss_rpn_bbox": 0.03469, "loss_cls": 0.19091, "acc": 93.48193, "loss_bbox": 0.21918, "loss_mask": 0.22974, "loss": 0.70305, "time": 0.67171} {"mode": "train", "epoch": 8, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01788, "loss_rpn_cls": 0.03354, "loss_rpn_bbox": 0.03678, "loss_cls": 0.20632, "acc": 92.9834, "loss_bbox": 0.22861, "loss_mask": 0.24198, "loss": 0.74724, "time": 0.67098} {"mode": "train", "epoch": 8, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01554, "loss_rpn_cls": 0.0287, "loss_rpn_bbox": 0.035, "loss_cls": 0.19824, "acc": 93.28467, "loss_bbox": 0.22133, "loss_mask": 0.23447, "loss": 0.71775, "time": 0.66107} {"mode": "train", "epoch": 8, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.01598, "loss_rpn_cls": 0.0291, "loss_rpn_bbox": 0.03328, "loss_cls": 0.18181, "acc": 93.82397, "loss_bbox": 0.20553, "loss_mask": 0.2249, "loss": 0.67463, "time": 0.66475} {"mode": "train", "epoch": 8, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.01831, "loss_rpn_cls": 0.03172, "loss_rpn_bbox": 0.03603, "loss_cls": 0.20511, "acc": 92.9541, "loss_bbox": 0.22762, "loss_mask": 0.2274, "loss": 0.72788, "time": 0.6822} {"mode": "train", "epoch": 8, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.01715, "loss_rpn_cls": 0.03033, "loss_rpn_bbox": 0.03625, "loss_cls": 0.2055, "acc": 92.92358, "loss_bbox": 0.22636, "loss_mask": 0.23189, "loss": 0.73034, "time": 0.67774} {"mode": "train", "epoch": 8, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.01666, "loss_rpn_cls": 0.03139, "loss_rpn_bbox": 0.03648, "loss_cls": 0.20066, "acc": 93.0498, "loss_bbox": 0.23202, "loss_mask": 0.22828, "loss": 0.72883, "time": 0.67166} {"mode": "train", "epoch": 8, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.017, "loss_rpn_cls": 0.03124, "loss_rpn_bbox": 0.03389, "loss_cls": 0.19777, "acc": 93.302, "loss_bbox": 0.21878, "loss_mask": 0.23213, "loss": 0.71381, "time": 0.67675} {"mode": "train", "epoch": 8, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.01677, "loss_rpn_cls": 0.03036, "loss_rpn_bbox": 0.03579, "loss_cls": 0.19915, "acc": 93.13574, "loss_bbox": 0.22943, "loss_mask": 0.23213, "loss": 0.72685, "time": 0.66834} {"mode": "train", "epoch": 8, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.0153, "loss_rpn_cls": 0.02992, "loss_rpn_bbox": 0.03478, "loss_cls": 0.19713, "acc": 93.42041, "loss_bbox": 0.21792, "loss_mask": 0.23293, "loss": 0.71269, "time": 0.66743} {"mode": "train", "epoch": 8, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01517, "loss_rpn_cls": 0.03115, "loss_rpn_bbox": 0.03442, "loss_cls": 0.1983, "acc": 93.16919, "loss_bbox": 0.21979, "loss_mask": 0.23895, "loss": 0.72262, "time": 0.67748} {"mode": "train", "epoch": 8, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01873, "loss_rpn_cls": 0.03069, "loss_rpn_bbox": 0.03632, "loss_cls": 0.2051, "acc": 93.02173, "loss_bbox": 0.23457, "loss_mask": 0.23717, "loss": 0.74386, "time": 0.67043} {"mode": "val", "epoch": 8, "iter": 625, "lr": 0.0, "bbox_mAP": 0.4682, "bbox_mAP_50": 0.7013, "bbox_mAP_75": 0.5164, "bbox_mAP_s": 0.3288, "bbox_mAP_m": 0.5049, "bbox_mAP_l": 0.5951, "bbox_mAP_copypaste": "0.4682 0.7013 0.5164 0.3288 0.5049 0.5951", "segm_mAP": 0.4197, "segm_mAP_50": 0.6687, "segm_mAP_75": 0.4497, "segm_mAP_s": 0.2464, "segm_mAP_m": 0.4583, "segm_mAP_l": 0.6108, "segm_mAP_copypaste": "0.4197 0.6687 0.4497 0.2464 0.4583 0.6108"} {"mode": "train", "epoch": 9, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.71064, "loss_rpn_cls": 0.02724, "loss_rpn_bbox": 0.03451, "loss_cls": 0.19038, "acc": 93.32861, "loss_bbox": 0.22227, "loss_mask": 0.22867, "loss": 0.70307, "time": 1.36977} {"mode": "train", "epoch": 9, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.01747, "loss_rpn_cls": 0.03124, "loss_rpn_bbox": 0.03617, "loss_cls": 0.19537, "acc": 93.25879, "loss_bbox": 0.22678, "loss_mask": 0.23956, "loss": 0.72912, "time": 0.67144} {"mode": "train", "epoch": 9, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.01534, "loss_rpn_cls": 0.02936, "loss_rpn_bbox": 0.0353, "loss_cls": 0.19535, "acc": 93.30347, "loss_bbox": 0.22277, "loss_mask": 0.23162, "loss": 0.71439, "time": 0.66988} {"mode": "train", "epoch": 9, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.01772, "loss_rpn_cls": 0.03041, "loss_rpn_bbox": 0.03589, "loss_cls": 0.19817, "acc": 93.07202, "loss_bbox": 0.22474, "loss_mask": 0.22807, "loss": 0.71729, "time": 0.66783} {"mode": "train", "epoch": 9, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.0166, "loss_rpn_cls": 0.02947, "loss_rpn_bbox": 0.03516, "loss_cls": 0.20113, "acc": 93.17163, "loss_bbox": 0.22936, "loss_mask": 0.23336, "loss": 0.72847, "time": 0.67277} {"mode": "train", "epoch": 9, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.01635, "loss_rpn_cls": 0.03101, "loss_rpn_bbox": 0.03693, "loss_cls": 0.19796, "acc": 93.2605, "loss_bbox": 0.22185, "loss_mask": 0.23557, "loss": 0.72332, "time": 0.66837} {"mode": "train", "epoch": 9, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.02014, "loss_rpn_cls": 0.03133, "loss_rpn_bbox": 0.03625, "loss_cls": 0.20225, "acc": 93.03735, "loss_bbox": 0.22633, "loss_mask": 0.23501, "loss": 0.73116, "time": 0.67969} {"mode": "train", "epoch": 9, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.01672, "loss_rpn_cls": 0.02663, "loss_rpn_bbox": 0.03302, "loss_cls": 0.18632, "acc": 93.48901, "loss_bbox": 0.21899, "loss_mask": 0.22907, "loss": 0.69403, "time": 0.67457} {"mode": "train", "epoch": 9, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.0178, "loss_rpn_cls": 0.02732, "loss_rpn_bbox": 0.03448, "loss_cls": 0.18792, "acc": 93.41602, "loss_bbox": 0.21709, "loss_mask": 0.22407, "loss": 0.69088, "time": 0.683} {"mode": "train", "epoch": 9, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.01744, "loss_rpn_cls": 0.03351, "loss_rpn_bbox": 0.03527, "loss_cls": 0.19347, "acc": 93.39551, "loss_bbox": 0.21791, "loss_mask": 0.23426, "loss": 0.71441, "time": 0.66473} {"mode": "train", "epoch": 9, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01784, "loss_rpn_cls": 0.03135, "loss_rpn_bbox": 0.03844, "loss_cls": 0.2032, "acc": 92.92065, "loss_bbox": 0.23298, "loss_mask": 0.23735, "loss": 0.74331, "time": 0.67612} {"mode": "train", "epoch": 9, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.01684, "loss_rpn_cls": 0.03063, "loss_rpn_bbox": 0.03542, "loss_cls": 0.19861, "acc": 93.2373, "loss_bbox": 0.22251, "loss_mask": 0.23853, "loss": 0.7257, "time": 0.67874} {"mode": "train", "epoch": 9, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.01682, "loss_rpn_cls": 0.0288, "loss_rpn_bbox": 0.03464, "loss_cls": 0.19888, "acc": 93.14062, "loss_bbox": 0.22727, "loss_mask": 0.23362, "loss": 0.72321, "time": 0.67218} {"mode": "train", "epoch": 9, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.02028, "loss_rpn_cls": 0.03065, "loss_rpn_bbox": 0.03588, "loss_cls": 0.19242, "acc": 93.36572, "loss_bbox": 0.22233, "loss_mask": 0.23062, "loss": 0.7119, "time": 0.66638} {"mode": "train", "epoch": 9, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.01669, "loss_rpn_cls": 0.03172, "loss_rpn_bbox": 0.03461, "loss_cls": 0.19162, "acc": 93.31592, "loss_bbox": 0.22224, "loss_mask": 0.23372, "loss": 0.7139, "time": 0.67405} {"mode": "train", "epoch": 9, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.01689, "loss_rpn_cls": 0.02802, "loss_rpn_bbox": 0.03535, "loss_cls": 0.19272, "acc": 93.40942, "loss_bbox": 0.21924, "loss_mask": 0.23633, "loss": 0.71166, "time": 0.66426} {"mode": "train", "epoch": 9, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.01606, "loss_rpn_cls": 0.03045, "loss_rpn_bbox": 0.03641, "loss_cls": 0.19595, "acc": 93.177, "loss_bbox": 0.22314, "loss_mask": 0.23158, "loss": 0.71752, "time": 0.67489} {"mode": "train", "epoch": 9, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.01702, "loss_rpn_cls": 0.02775, "loss_rpn_bbox": 0.03309, "loss_cls": 0.18893, "acc": 93.4231, "loss_bbox": 0.21971, "loss_mask": 0.23324, "loss": 0.70271, "time": 0.67084} {"mode": "train", "epoch": 9, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.01521, "loss_rpn_cls": 0.02979, "loss_rpn_bbox": 0.03494, "loss_cls": 0.20317, "acc": 93.04785, "loss_bbox": 0.22865, "loss_mask": 0.23136, "loss": 0.7279, "time": 0.67324} {"mode": "train", "epoch": 9, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.01778, "loss_rpn_cls": 0.02951, "loss_rpn_bbox": 0.03623, "loss_cls": 0.18942, "acc": 93.43237, "loss_bbox": 0.22216, "loss_mask": 0.23017, "loss": 0.7075, "time": 0.66529} {"mode": "train", "epoch": 9, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01611, "loss_rpn_cls": 0.03034, "loss_rpn_bbox": 0.036, "loss_cls": 0.2032, "acc": 92.96021, "loss_bbox": 0.23214, "loss_mask": 0.23771, "loss": 0.73938, "time": 0.66195} {"mode": "train", "epoch": 9, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.01781, "loss_rpn_cls": 0.03156, "loss_rpn_bbox": 0.03591, "loss_cls": 0.19866, "acc": 93.07861, "loss_bbox": 0.22815, "loss_mask": 0.23335, "loss": 0.72764, "time": 0.6752} {"mode": "train", "epoch": 9, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.01709, "loss_rpn_cls": 0.03299, "loss_rpn_bbox": 0.03539, "loss_cls": 0.20364, "acc": 93.18262, "loss_bbox": 0.22282, "loss_mask": 0.22956, "loss": 0.7244, "time": 0.67357} {"mode": "train", "epoch": 9, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.01994, "loss_rpn_cls": 0.03095, "loss_rpn_bbox": 0.03629, "loss_cls": 0.19907, "acc": 93.09473, "loss_bbox": 0.2253, "loss_mask": 0.22932, "loss": 0.72093, "time": 0.67769} {"mode": "train", "epoch": 9, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.01746, "loss_rpn_cls": 0.03047, "loss_rpn_bbox": 0.03509, "loss_cls": 0.19874, "acc": 93.31421, "loss_bbox": 0.22387, "loss_mask": 0.23003, "loss": 0.7182, "time": 0.67342} {"mode": "train", "epoch": 9, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.0169, "loss_rpn_cls": 0.03026, "loss_rpn_bbox": 0.03574, "loss_cls": 0.19342, "acc": 93.2666, "loss_bbox": 0.2185, "loss_mask": 0.22998, "loss": 0.70791, "time": 0.67025} {"mode": "train", "epoch": 9, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01653, "loss_rpn_cls": 0.02939, "loss_rpn_bbox": 0.03573, "loss_cls": 0.20281, "acc": 93.0791, "loss_bbox": 0.22653, "loss_mask": 0.2358, "loss": 0.73026, "time": 0.67135} {"mode": "train", "epoch": 9, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01569, "loss_rpn_cls": 0.02859, "loss_rpn_bbox": 0.03435, "loss_cls": 0.19821, "acc": 93.07446, "loss_bbox": 0.23015, "loss_mask": 0.22824, "loss": 0.71953, "time": 0.66462} {"mode": "train", "epoch": 9, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.01816, "loss_rpn_cls": 0.03222, "loss_rpn_bbox": 0.03462, "loss_cls": 0.20005, "acc": 93.09082, "loss_bbox": 0.22604, "loss_mask": 0.22984, "loss": 0.72277, "time": 0.6755} {"mode": "train", "epoch": 9, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.01702, "loss_rpn_cls": 0.02827, "loss_rpn_bbox": 0.03256, "loss_cls": 0.19193, "acc": 93.44849, "loss_bbox": 0.21712, "loss_mask": 0.22709, "loss": 0.69696, "time": 0.66252} {"mode": "train", "epoch": 9, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.01644, "loss_rpn_cls": 0.0281, "loss_rpn_bbox": 0.03532, "loss_cls": 0.19854, "acc": 93.15869, "loss_bbox": 0.22486, "loss_mask": 0.23306, "loss": 0.71989, "time": 0.67209} {"mode": "train", "epoch": 9, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.01736, "loss_rpn_cls": 0.03105, "loss_rpn_bbox": 0.03599, "loss_cls": 0.19515, "acc": 93.229, "loss_bbox": 0.22503, "loss_mask": 0.22873, "loss": 0.71594, "time": 0.66363} {"mode": "train", "epoch": 9, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.01803, "loss_rpn_cls": 0.03013, "loss_rpn_bbox": 0.03441, "loss_cls": 0.19602, "acc": 93.29907, "loss_bbox": 0.22016, "loss_mask": 0.23508, "loss": 0.7158, "time": 0.66276} {"mode": "train", "epoch": 9, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.01737, "loss_rpn_cls": 0.03039, "loss_rpn_bbox": 0.03438, "loss_cls": 0.1939, "acc": 93.42456, "loss_bbox": 0.21948, "loss_mask": 0.23487, "loss": 0.71302, "time": 0.66231} {"mode": "train", "epoch": 9, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.01804, "loss_rpn_cls": 0.02824, "loss_rpn_bbox": 0.03272, "loss_cls": 0.1866, "acc": 93.50854, "loss_bbox": 0.21488, "loss_mask": 0.22131, "loss": 0.68374, "time": 0.65832} {"mode": "train", "epoch": 9, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.01654, "loss_rpn_cls": 0.02795, "loss_rpn_bbox": 0.03406, "loss_cls": 0.18964, "acc": 93.44873, "loss_bbox": 0.21814, "loss_mask": 0.22935, "loss": 0.69914, "time": 0.67948} {"mode": "train", "epoch": 9, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.01762, "loss_rpn_cls": 0.03071, "loss_rpn_bbox": 0.03534, "loss_cls": 0.19063, "acc": 93.47998, "loss_bbox": 0.21915, "loss_mask": 0.2309, "loss": 0.70673, "time": 0.68424} {"mode": "train", "epoch": 9, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.01704, "loss_rpn_cls": 0.03309, "loss_rpn_bbox": 0.03603, "loss_cls": 0.20028, "acc": 93.14429, "loss_bbox": 0.22599, "loss_mask": 0.23643, "loss": 0.73181, "time": 0.66801} {"mode": "train", "epoch": 9, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.01604, "loss_rpn_cls": 0.03094, "loss_rpn_bbox": 0.03481, "loss_cls": 0.18976, "acc": 93.36084, "loss_bbox": 0.22282, "loss_mask": 0.23536, "loss": 0.71368, "time": 0.67755} {"mode": "train", "epoch": 9, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.01897, "loss_rpn_cls": 0.03071, "loss_rpn_bbox": 0.03705, "loss_cls": 0.2032, "acc": 92.92114, "loss_bbox": 0.23238, "loss_mask": 0.23704, "loss": 0.74038, "time": 0.68086} {"mode": "train", "epoch": 9, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.01762, "loss_rpn_cls": 0.03131, "loss_rpn_bbox": 0.03802, "loss_cls": 0.19881, "acc": 93.07568, "loss_bbox": 0.2326, "loss_mask": 0.2406, "loss": 0.74135, "time": 0.67483} {"mode": "train", "epoch": 9, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.01567, "loss_rpn_cls": 0.03185, "loss_rpn_bbox": 0.03723, "loss_cls": 0.20654, "acc": 92.94214, "loss_bbox": 0.23287, "loss_mask": 0.23717, "loss": 0.74566, "time": 0.6828} {"mode": "train", "epoch": 9, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.01545, "loss_rpn_cls": 0.03054, "loss_rpn_bbox": 0.03542, "loss_cls": 0.19046, "acc": 93.43066, "loss_bbox": 0.21922, "loss_mask": 0.23067, "loss": 0.70632, "time": 0.66288} {"mode": "train", "epoch": 9, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.01775, "loss_rpn_cls": 0.03354, "loss_rpn_bbox": 0.03625, "loss_cls": 0.1936, "acc": 93.42188, "loss_bbox": 0.22148, "loss_mask": 0.2366, "loss": 0.72147, "time": 0.6769} {"mode": "train", "epoch": 9, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.01853, "loss_rpn_cls": 0.03506, "loss_rpn_bbox": 0.03669, "loss_cls": 0.1999, "acc": 93.20996, "loss_bbox": 0.22892, "loss_mask": 0.23554, "loss": 0.73611, "time": 0.66867} {"mode": "train", "epoch": 9, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.01504, "loss_rpn_cls": 0.03404, "loss_rpn_bbox": 0.03729, "loss_cls": 0.22047, "acc": 92.62793, "loss_bbox": 0.24094, "loss_mask": 0.23394, "loss": 0.76667, "time": 0.67238} {"mode": "train", "epoch": 9, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.01727, "loss_rpn_cls": 0.0308, "loss_rpn_bbox": 0.03445, "loss_cls": 0.196, "acc": 93.35571, "loss_bbox": 0.21896, "loss_mask": 0.23966, "loss": 0.71987, "time": 0.67085} {"mode": "train", "epoch": 9, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.01735, "loss_rpn_cls": 0.0287, "loss_rpn_bbox": 0.03435, "loss_cls": 0.19422, "acc": 93.27124, "loss_bbox": 0.21992, "loss_mask": 0.22769, "loss": 0.70488, "time": 0.65942} {"mode": "train", "epoch": 9, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.01717, "loss_rpn_cls": 0.03151, "loss_rpn_bbox": 0.03625, "loss_cls": 0.18471, "acc": 93.5957, "loss_bbox": 0.21204, "loss_mask": 0.22462, "loss": 0.68913, "time": 0.6844} {"mode": "train", "epoch": 9, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.01669, "loss_rpn_cls": 0.03042, "loss_rpn_bbox": 0.03633, "loss_cls": 0.19973, "acc": 93.17603, "loss_bbox": 0.22679, "loss_mask": 0.23607, "loss": 0.72934, "time": 0.65741} {"mode": "train", "epoch": 9, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.01718, "loss_rpn_cls": 0.02968, "loss_rpn_bbox": 0.03304, "loss_cls": 0.19114, "acc": 93.28882, "loss_bbox": 0.21695, "loss_mask": 0.22884, "loss": 0.69966, "time": 0.66967} {"mode": "train", "epoch": 9, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.01613, "loss_rpn_cls": 0.03036, "loss_rpn_bbox": 0.03379, "loss_cls": 0.19364, "acc": 93.35522, "loss_bbox": 0.22031, "loss_mask": 0.23637, "loss": 0.71446, "time": 0.66807} {"mode": "train", "epoch": 9, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.01928, "loss_rpn_cls": 0.02925, "loss_rpn_bbox": 0.03578, "loss_cls": 0.19467, "acc": 93.24609, "loss_bbox": 0.22417, "loss_mask": 0.22965, "loss": 0.71351, "time": 0.67308} {"mode": "train", "epoch": 9, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.01588, "loss_rpn_cls": 0.02867, "loss_rpn_bbox": 0.03354, "loss_cls": 0.19357, "acc": 93.2688, "loss_bbox": 0.22354, "loss_mask": 0.23518, "loss": 0.7145, "time": 0.66359} {"mode": "train", "epoch": 9, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.01656, "loss_rpn_cls": 0.0298, "loss_rpn_bbox": 0.03556, "loss_cls": 0.19955, "acc": 93.1311, "loss_bbox": 0.22731, "loss_mask": 0.23374, "loss": 0.72596, "time": 0.66716} {"mode": "train", "epoch": 9, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.01803, "loss_rpn_cls": 0.03221, "loss_rpn_bbox": 0.03737, "loss_cls": 0.19583, "acc": 93.29614, "loss_bbox": 0.22526, "loss_mask": 0.23423, "loss": 0.72489, "time": 0.67309} {"mode": "train", "epoch": 9, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.01843, "loss_rpn_cls": 0.0303, "loss_rpn_bbox": 0.03574, "loss_cls": 0.2055, "acc": 92.98706, "loss_bbox": 0.22999, "loss_mask": 0.23331, "loss": 0.73484, "time": 0.66403} {"mode": "train", "epoch": 9, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.01773, "loss_rpn_cls": 0.02939, "loss_rpn_bbox": 0.0357, "loss_cls": 0.20503, "acc": 92.90088, "loss_bbox": 0.22935, "loss_mask": 0.2327, "loss": 0.73216, "time": 0.67972} {"mode": "train", "epoch": 9, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.01695, "loss_rpn_cls": 0.02877, "loss_rpn_bbox": 0.03685, "loss_cls": 0.19879, "acc": 92.99292, "loss_bbox": 0.23214, "loss_mask": 0.23909, "loss": 0.73566, "time": 0.67181} {"mode": "train", "epoch": 9, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.01747, "loss_rpn_cls": 0.02999, "loss_rpn_bbox": 0.03491, "loss_cls": 0.1978, "acc": 93.24731, "loss_bbox": 0.22365, "loss_mask": 0.2326, "loss": 0.71896, "time": 0.66389} {"mode": "train", "epoch": 9, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.0154, "loss_rpn_cls": 0.02846, "loss_rpn_bbox": 0.03509, "loss_cls": 0.18884, "acc": 93.41943, "loss_bbox": 0.21836, "loss_mask": 0.2335, "loss": 0.70425, "time": 0.67341} {"mode": "train", "epoch": 9, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.01669, "loss_rpn_cls": 0.02946, "loss_rpn_bbox": 0.03652, "loss_cls": 0.19459, "acc": 93.33667, "loss_bbox": 0.22199, "loss_mask": 0.22492, "loss": 0.70748, "time": 0.66843} {"mode": "train", "epoch": 9, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.01585, "loss_rpn_cls": 0.03062, "loss_rpn_bbox": 0.03481, "loss_cls": 0.19994, "acc": 93.13818, "loss_bbox": 0.22009, "loss_mask": 0.23072, "loss": 0.71618, "time": 0.66878} {"mode": "train", "epoch": 9, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01796, "loss_rpn_cls": 0.0299, "loss_rpn_bbox": 0.036, "loss_cls": 0.20427, "acc": 92.88281, "loss_bbox": 0.22831, "loss_mask": 0.23049, "loss": 0.72896, "time": 0.67949} {"mode": "train", "epoch": 9, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.01545, "loss_rpn_cls": 0.02781, "loss_rpn_bbox": 0.03242, "loss_cls": 0.18957, "acc": 93.50513, "loss_bbox": 0.21823, "loss_mask": 0.22605, "loss": 0.69408, "time": 0.66224} {"mode": "train", "epoch": 9, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01971, "loss_rpn_cls": 0.02978, "loss_rpn_bbox": 0.03632, "loss_cls": 0.19393, "acc": 93.26367, "loss_bbox": 0.22616, "loss_mask": 0.23143, "loss": 0.71763, "time": 0.6855} {"mode": "train", "epoch": 9, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.0143, "loss_rpn_cls": 0.02735, "loss_rpn_bbox": 0.0306, "loss_cls": 0.1828, "acc": 93.58813, "loss_bbox": 0.21536, "loss_mask": 0.22945, "loss": 0.68555, "time": 0.67827} {"mode": "train", "epoch": 9, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.01841, "loss_rpn_cls": 0.03128, "loss_rpn_bbox": 0.03629, "loss_cls": 0.1944, "acc": 93.34644, "loss_bbox": 0.22008, "loss_mask": 0.23142, "loss": 0.71347, "time": 0.67113} {"mode": "train", "epoch": 9, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.01532, "loss_rpn_cls": 0.02994, "loss_rpn_bbox": 0.03592, "loss_cls": 0.192, "acc": 93.36157, "loss_bbox": 0.21658, "loss_mask": 0.23907, "loss": 0.71351, "time": 0.67175} {"mode": "train", "epoch": 9, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.01804, "loss_rpn_cls": 0.03328, "loss_rpn_bbox": 0.03795, "loss_cls": 0.19662, "acc": 93.07959, "loss_bbox": 0.22805, "loss_mask": 0.23523, "loss": 0.73113, "time": 0.6698} {"mode": "train", "epoch": 9, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.01586, "loss_rpn_cls": 0.03042, "loss_rpn_bbox": 0.03635, "loss_cls": 0.19107, "acc": 93.44434, "loss_bbox": 0.22326, "loss_mask": 0.23302, "loss": 0.71412, "time": 0.66772} {"mode": "train", "epoch": 9, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.01711, "loss_rpn_cls": 0.03229, "loss_rpn_bbox": 0.03509, "loss_cls": 0.19032, "acc": 93.39917, "loss_bbox": 0.21924, "loss_mask": 0.23255, "loss": 0.7095, "time": 0.6717} {"mode": "train", "epoch": 9, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.01731, "loss_rpn_cls": 0.02862, "loss_rpn_bbox": 0.03514, "loss_cls": 0.19225, "acc": 93.41406, "loss_bbox": 0.21816, "loss_mask": 0.23569, "loss": 0.70987, "time": 0.66075} {"mode": "train", "epoch": 9, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.01609, "loss_rpn_cls": 0.03104, "loss_rpn_bbox": 0.03564, "loss_cls": 0.19726, "acc": 93.1438, "loss_bbox": 0.22319, "loss_mask": 0.2316, "loss": 0.71872, "time": 0.66686} {"mode": "train", "epoch": 9, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01622, "loss_rpn_cls": 0.02924, "loss_rpn_bbox": 0.03529, "loss_cls": 0.19807, "acc": 93.08569, "loss_bbox": 0.2288, "loss_mask": 0.23078, "loss": 0.72217, "time": 0.66208} {"mode": "train", "epoch": 9, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01689, "loss_rpn_cls": 0.03179, "loss_rpn_bbox": 0.03687, "loss_cls": 0.2021, "acc": 92.94116, "loss_bbox": 0.22872, "loss_mask": 0.23038, "loss": 0.72986, "time": 0.67641} {"mode": "train", "epoch": 9, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01679, "loss_rpn_cls": 0.03146, "loss_rpn_bbox": 0.0388, "loss_cls": 0.20756, "acc": 92.88477, "loss_bbox": 0.23465, "loss_mask": 0.23712, "loss": 0.74958, "time": 0.67172} {"mode": "train", "epoch": 9, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01723, "loss_rpn_cls": 0.03394, "loss_rpn_bbox": 0.03568, "loss_cls": 0.20645, "acc": 93.01099, "loss_bbox": 0.2241, "loss_mask": 0.23491, "loss": 0.73508, "time": 0.6797} {"mode": "train", "epoch": 9, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.01536, "loss_rpn_cls": 0.02976, "loss_rpn_bbox": 0.03551, "loss_cls": 0.19238, "acc": 93.37915, "loss_bbox": 0.21294, "loss_mask": 0.23084, "loss": 0.70143, "time": 0.67701} {"mode": "train", "epoch": 9, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.01832, "loss_rpn_cls": 0.0312, "loss_rpn_bbox": 0.03669, "loss_cls": 0.1953, "acc": 93.17139, "loss_bbox": 0.22557, "loss_mask": 0.23609, "loss": 0.72485, "time": 0.67708} {"mode": "train", "epoch": 9, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01913, "loss_rpn_cls": 0.03151, "loss_rpn_bbox": 0.0375, "loss_cls": 0.19719, "acc": 93.22827, "loss_bbox": 0.22956, "loss_mask": 0.23598, "loss": 0.73174, "time": 0.66981} {"mode": "train", "epoch": 9, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.01937, "loss_rpn_cls": 0.03104, "loss_rpn_bbox": 0.0363, "loss_cls": 0.19889, "acc": 93.15015, "loss_bbox": 0.23018, "loss_mask": 0.23533, "loss": 0.73174, "time": 0.67468} {"mode": "train", "epoch": 9, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.01806, "loss_rpn_cls": 0.03375, "loss_rpn_bbox": 0.03651, "loss_cls": 0.19704, "acc": 93.2688, "loss_bbox": 0.22233, "loss_mask": 0.23897, "loss": 0.72861, "time": 0.67041} {"mode": "train", "epoch": 9, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.0164, "loss_rpn_cls": 0.03061, "loss_rpn_bbox": 0.0344, "loss_cls": 0.19294, "acc": 93.44507, "loss_bbox": 0.22246, "loss_mask": 0.23309, "loss": 0.71351, "time": 0.66233} {"mode": "train", "epoch": 9, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.0174, "loss_rpn_cls": 0.02956, "loss_rpn_bbox": 0.03396, "loss_cls": 0.19585, "acc": 93.37646, "loss_bbox": 0.21984, "loss_mask": 0.22089, "loss": 0.70011, "time": 0.66938} {"mode": "train", "epoch": 9, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01811, "loss_rpn_cls": 0.03014, "loss_rpn_bbox": 0.03491, "loss_cls": 0.19068, "acc": 93.46655, "loss_bbox": 0.22173, "loss_mask": 0.23398, "loss": 0.71144, "time": 0.6741} {"mode": "train", "epoch": 9, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.01756, "loss_rpn_cls": 0.02689, "loss_rpn_bbox": 0.03326, "loss_cls": 0.19129, "acc": 93.45435, "loss_bbox": 0.21341, "loss_mask": 0.22179, "loss": 0.68664, "time": 0.6537} {"mode": "train", "epoch": 9, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.01941, "loss_rpn_cls": 0.03106, "loss_rpn_bbox": 0.03452, "loss_cls": 0.19863, "acc": 93.10083, "loss_bbox": 0.22483, "loss_mask": 0.22957, "loss": 0.71861, "time": 0.6744} {"mode": "train", "epoch": 9, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.01681, "loss_rpn_cls": 0.03035, "loss_rpn_bbox": 0.03632, "loss_cls": 0.19845, "acc": 93.17798, "loss_bbox": 0.22458, "loss_mask": 0.23857, "loss": 0.72828, "time": 0.66628} {"mode": "train", "epoch": 9, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01618, "loss_rpn_cls": 0.03, "loss_rpn_bbox": 0.03628, "loss_cls": 0.19444, "acc": 93.19043, "loss_bbox": 0.22613, "loss_mask": 0.23448, "loss": 0.72133, "time": 0.67971} {"mode": "train", "epoch": 9, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01471, "loss_rpn_cls": 0.02885, "loss_rpn_bbox": 0.03409, "loss_cls": 0.1917, "acc": 93.42334, "loss_bbox": 0.21954, "loss_mask": 0.23139, "loss": 0.70558, "time": 0.67929} {"mode": "train", "epoch": 9, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.0163, "loss_rpn_cls": 0.02993, "loss_rpn_bbox": 0.03558, "loss_cls": 0.18372, "acc": 93.56812, "loss_bbox": 0.21728, "loss_mask": 0.22604, "loss": 0.69255, "time": 0.66162} {"mode": "train", "epoch": 9, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.01905, "loss_rpn_cls": 0.03279, "loss_rpn_bbox": 0.03736, "loss_cls": 0.19697, "acc": 93.26929, "loss_bbox": 0.22785, "loss_mask": 0.23019, "loss": 0.72517, "time": 0.6746} {"mode": "train", "epoch": 9, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.01588, "loss_rpn_cls": 0.02879, "loss_rpn_bbox": 0.03301, "loss_cls": 0.19428, "acc": 93.35034, "loss_bbox": 0.21632, "loss_mask": 0.23312, "loss": 0.70552, "time": 0.66615} {"mode": "train", "epoch": 9, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01762, "loss_rpn_cls": 0.03353, "loss_rpn_bbox": 0.03597, "loss_cls": 0.19926, "acc": 93.23267, "loss_bbox": 0.22497, "loss_mask": 0.23376, "loss": 0.7275, "time": 0.6771} {"mode": "train", "epoch": 9, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.01645, "loss_rpn_cls": 0.03147, "loss_rpn_bbox": 0.0377, "loss_cls": 0.20145, "acc": 92.95239, "loss_bbox": 0.23255, "loss_mask": 0.23295, "loss": 0.73613, "time": 0.66775} {"mode": "train", "epoch": 9, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01839, "loss_rpn_cls": 0.02666, "loss_rpn_bbox": 0.03483, "loss_cls": 0.18939, "acc": 93.40771, "loss_bbox": 0.22563, "loss_mask": 0.22797, "loss": 0.70448, "time": 0.67088} {"mode": "train", "epoch": 9, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.0164, "loss_rpn_cls": 0.03513, "loss_rpn_bbox": 0.03663, "loss_cls": 0.19682, "acc": 93.28174, "loss_bbox": 0.22793, "loss_mask": 0.23535, "loss": 0.73186, "time": 0.67769} {"mode": "train", "epoch": 9, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.01712, "loss_rpn_cls": 0.02953, "loss_rpn_bbox": 0.03362, "loss_cls": 0.1898, "acc": 93.45972, "loss_bbox": 0.22074, "loss_mask": 0.23298, "loss": 0.70667, "time": 0.66674} {"mode": "train", "epoch": 9, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.01528, "loss_rpn_cls": 0.02617, "loss_rpn_bbox": 0.03426, "loss_cls": 0.1898, "acc": 93.41284, "loss_bbox": 0.2166, "loss_mask": 0.22599, "loss": 0.69281, "time": 0.6642} {"mode": "train", "epoch": 9, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.01762, "loss_rpn_cls": 0.03072, "loss_rpn_bbox": 0.0341, "loss_cls": 0.19483, "acc": 93.32349, "loss_bbox": 0.21856, "loss_mask": 0.23094, "loss": 0.70914, "time": 0.67027} {"mode": "train", "epoch": 9, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.01751, "loss_rpn_cls": 0.03183, "loss_rpn_bbox": 0.03446, "loss_cls": 0.19406, "acc": 93.28369, "loss_bbox": 0.22713, "loss_mask": 0.2314, "loss": 0.71888, "time": 0.6707} {"mode": "train", "epoch": 9, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.0172, "loss_rpn_cls": 0.0291, "loss_rpn_bbox": 0.03381, "loss_cls": 0.19114, "acc": 93.39062, "loss_bbox": 0.2161, "loss_mask": 0.22782, "loss": 0.69798, "time": 0.67383} {"mode": "train", "epoch": 9, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.01663, "loss_rpn_cls": 0.03182, "loss_rpn_bbox": 0.03535, "loss_cls": 0.20443, "acc": 92.97314, "loss_bbox": 0.23295, "loss_mask": 0.23826, "loss": 0.74281, "time": 0.66871} {"mode": "train", "epoch": 9, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.01697, "loss_rpn_cls": 0.03037, "loss_rpn_bbox": 0.03448, "loss_cls": 0.20361, "acc": 93.14209, "loss_bbox": 0.22484, "loss_mask": 0.23391, "loss": 0.72721, "time": 0.66088} {"mode": "train", "epoch": 9, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.01722, "loss_rpn_cls": 0.0298, "loss_rpn_bbox": 0.03474, "loss_cls": 0.20174, "acc": 93.05957, "loss_bbox": 0.22786, "loss_mask": 0.23235, "loss": 0.7265, "time": 0.66963} {"mode": "train", "epoch": 9, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.01857, "loss_rpn_cls": 0.03274, "loss_rpn_bbox": 0.03801, "loss_cls": 0.215, "acc": 92.84839, "loss_bbox": 0.23703, "loss_mask": 0.24272, "loss": 0.76551, "time": 0.67298} {"mode": "train", "epoch": 9, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.01512, "loss_rpn_cls": 0.03013, "loss_rpn_bbox": 0.03341, "loss_cls": 0.19392, "acc": 93.28467, "loss_bbox": 0.22135, "loss_mask": 0.23278, "loss": 0.7116, "time": 0.66893} {"mode": "train", "epoch": 9, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.01897, "loss_rpn_cls": 0.03098, "loss_rpn_bbox": 0.03754, "loss_cls": 0.20174, "acc": 93.18359, "loss_bbox": 0.22638, "loss_mask": 0.23483, "loss": 0.73148, "time": 0.67574} {"mode": "train", "epoch": 9, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.01682, "loss_rpn_cls": 0.02956, "loss_rpn_bbox": 0.03821, "loss_cls": 0.20449, "acc": 93.0188, "loss_bbox": 0.22666, "loss_mask": 0.23839, "loss": 0.73732, "time": 0.66828} {"mode": "train", "epoch": 9, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.01808, "loss_rpn_cls": 0.03057, "loss_rpn_bbox": 0.03763, "loss_cls": 0.19925, "acc": 93.03149, "loss_bbox": 0.2301, "loss_mask": 0.23511, "loss": 0.73265, "time": 0.68544} {"mode": "train", "epoch": 9, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.01722, "loss_rpn_cls": 0.03054, "loss_rpn_bbox": 0.03534, "loss_cls": 0.1993, "acc": 93.14038, "loss_bbox": 0.22376, "loss_mask": 0.23478, "loss": 0.72373, "time": 0.66279} {"mode": "train", "epoch": 9, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.01795, "loss_rpn_cls": 0.03175, "loss_rpn_bbox": 0.03516, "loss_cls": 0.18968, "acc": 93.49634, "loss_bbox": 0.21529, "loss_mask": 0.23338, "loss": 0.70525, "time": 0.66484} {"mode": "train", "epoch": 9, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.01766, "loss_rpn_cls": 0.03001, "loss_rpn_bbox": 0.03597, "loss_cls": 0.20249, "acc": 93.08594, "loss_bbox": 0.22551, "loss_mask": 0.22964, "loss": 0.72362, "time": 0.66485} {"mode": "train", "epoch": 9, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.01822, "loss_rpn_cls": 0.03141, "loss_rpn_bbox": 0.03679, "loss_cls": 0.1967, "acc": 93.15186, "loss_bbox": 0.22535, "loss_mask": 0.23203, "loss": 0.72229, "time": 0.66167} {"mode": "train", "epoch": 9, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.01732, "loss_rpn_cls": 0.02709, "loss_rpn_bbox": 0.03226, "loss_cls": 0.18796, "acc": 93.58545, "loss_bbox": 0.21606, "loss_mask": 0.23002, "loss": 0.69338, "time": 0.67281} {"mode": "train", "epoch": 9, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.01549, "loss_rpn_cls": 0.02966, "loss_rpn_bbox": 0.03204, "loss_cls": 0.18367, "acc": 93.73901, "loss_bbox": 0.20878, "loss_mask": 0.2282, "loss": 0.68235, "time": 0.66501} {"mode": "train", "epoch": 9, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.01711, "loss_rpn_cls": 0.0284, "loss_rpn_bbox": 0.03299, "loss_cls": 0.18841, "acc": 93.44458, "loss_bbox": 0.2167, "loss_mask": 0.23426, "loss": 0.70076, "time": 0.67378} {"mode": "train", "epoch": 9, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.01753, "loss_rpn_cls": 0.03036, "loss_rpn_bbox": 0.03623, "loss_cls": 0.20936, "acc": 92.72266, "loss_bbox": 0.23754, "loss_mask": 0.23549, "loss": 0.74896, "time": 0.67937} {"mode": "train", "epoch": 9, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.01681, "loss_rpn_cls": 0.03083, "loss_rpn_bbox": 0.03713, "loss_cls": 0.20036, "acc": 93.0896, "loss_bbox": 0.22947, "loss_mask": 0.2367, "loss": 0.73449, "time": 0.67158} {"mode": "train", "epoch": 9, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.01715, "loss_rpn_cls": 0.03054, "loss_rpn_bbox": 0.03601, "loss_cls": 0.19928, "acc": 93.13794, "loss_bbox": 0.22646, "loss_mask": 0.23346, "loss": 0.72575, "time": 0.6887} {"mode": "train", "epoch": 9, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01551, "loss_rpn_cls": 0.02815, "loss_rpn_bbox": 0.03446, "loss_cls": 0.19632, "acc": 93.23755, "loss_bbox": 0.22666, "loss_mask": 0.22763, "loss": 0.71321, "time": 0.66913} {"mode": "train", "epoch": 9, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.01781, "loss_rpn_cls": 0.03331, "loss_rpn_bbox": 0.03717, "loss_cls": 0.19628, "acc": 93.16895, "loss_bbox": 0.22434, "loss_mask": 0.23353, "loss": 0.72463, "time": 0.66689} {"mode": "train", "epoch": 9, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.01528, "loss_rpn_cls": 0.03196, "loss_rpn_bbox": 0.03715, "loss_cls": 0.19495, "acc": 93.23193, "loss_bbox": 0.22333, "loss_mask": 0.23478, "loss": 0.72217, "time": 0.68119} {"mode": "train", "epoch": 9, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.01603, "loss_rpn_cls": 0.02578, "loss_rpn_bbox": 0.03224, "loss_cls": 0.18328, "acc": 93.58691, "loss_bbox": 0.21759, "loss_mask": 0.23185, "loss": 0.69074, "time": 0.65678} {"mode": "train", "epoch": 9, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01662, "loss_rpn_cls": 0.02841, "loss_rpn_bbox": 0.03245, "loss_cls": 0.19453, "acc": 93.44824, "loss_bbox": 0.21934, "loss_mask": 0.2365, "loss": 0.71124, "time": 0.67267} {"mode": "train", "epoch": 9, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.01794, "loss_rpn_cls": 0.03224, "loss_rpn_bbox": 0.03806, "loss_cls": 0.20298, "acc": 92.98633, "loss_bbox": 0.22566, "loss_mask": 0.23444, "loss": 0.73338, "time": 0.67768} {"mode": "train", "epoch": 9, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.01608, "loss_rpn_cls": 0.03011, "loss_rpn_bbox": 0.0358, "loss_cls": 0.20247, "acc": 93.03467, "loss_bbox": 0.21941, "loss_mask": 0.23163, "loss": 0.71941, "time": 0.65813} {"mode": "train", "epoch": 9, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01943, "loss_rpn_cls": 0.03089, "loss_rpn_bbox": 0.0357, "loss_cls": 0.20125, "acc": 93.14624, "loss_bbox": 0.2231, "loss_mask": 0.23571, "loss": 0.72665, "time": 0.66469} {"mode": "train", "epoch": 9, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.01572, "loss_rpn_cls": 0.02825, "loss_rpn_bbox": 0.03324, "loss_cls": 0.19085, "acc": 93.42261, "loss_bbox": 0.21503, "loss_mask": 0.22759, "loss": 0.69496, "time": 0.66344} {"mode": "train", "epoch": 9, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.01605, "loss_rpn_cls": 0.028, "loss_rpn_bbox": 0.03388, "loss_cls": 0.19431, "acc": 93.41382, "loss_bbox": 0.21263, "loss_mask": 0.22701, "loss": 0.69582, "time": 0.67127} {"mode": "train", "epoch": 9, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.01854, "loss_rpn_cls": 0.03286, "loss_rpn_bbox": 0.03762, "loss_cls": 0.20314, "acc": 93.07788, "loss_bbox": 0.23076, "loss_mask": 0.2324, "loss": 0.73679, "time": 0.67268} {"mode": "train", "epoch": 9, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.0171, "loss_rpn_cls": 0.03299, "loss_rpn_bbox": 0.03591, "loss_cls": 0.20098, "acc": 93.0896, "loss_bbox": 0.22623, "loss_mask": 0.24035, "loss": 0.73646, "time": 0.67487} {"mode": "train", "epoch": 9, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.01822, "loss_rpn_cls": 0.03033, "loss_rpn_bbox": 0.03558, "loss_cls": 0.19467, "acc": 93.25757, "loss_bbox": 0.21924, "loss_mask": 0.22736, "loss": 0.70717, "time": 0.67069} {"mode": "train", "epoch": 9, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.01629, "loss_rpn_cls": 0.02887, "loss_rpn_bbox": 0.03378, "loss_cls": 0.19929, "acc": 93.20264, "loss_bbox": 0.2202, "loss_mask": 0.23307, "loss": 0.71521, "time": 0.68139} {"mode": "train", "epoch": 9, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01771, "loss_rpn_cls": 0.03082, "loss_rpn_bbox": 0.03439, "loss_cls": 0.20031, "acc": 93.15503, "loss_bbox": 0.2221, "loss_mask": 0.23404, "loss": 0.72167, "time": 0.66462} {"mode": "train", "epoch": 9, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01896, "loss_rpn_cls": 0.03318, "loss_rpn_bbox": 0.03601, "loss_cls": 0.19716, "acc": 93.19287, "loss_bbox": 0.22501, "loss_mask": 0.2302, "loss": 0.72157, "time": 0.66463} {"mode": "train", "epoch": 9, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.01572, "loss_rpn_cls": 0.02849, "loss_rpn_bbox": 0.0331, "loss_cls": 0.19462, "acc": 93.2959, "loss_bbox": 0.2164, "loss_mask": 0.23225, "loss": 0.70486, "time": 0.67019} {"mode": "train", "epoch": 9, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.01588, "loss_rpn_cls": 0.02884, "loss_rpn_bbox": 0.03522, "loss_cls": 0.19293, "acc": 93.41504, "loss_bbox": 0.21767, "loss_mask": 0.2295, "loss": 0.70416, "time": 0.67979} {"mode": "train", "epoch": 9, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.01926, "loss_rpn_cls": 0.03077, "loss_rpn_bbox": 0.03674, "loss_cls": 0.21062, "acc": 92.78882, "loss_bbox": 0.23481, "loss_mask": 0.23956, "loss": 0.75249, "time": 0.67324} {"mode": "train", "epoch": 9, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.01658, "loss_rpn_cls": 0.02888, "loss_rpn_bbox": 0.03446, "loss_cls": 0.19429, "acc": 93.31836, "loss_bbox": 0.21738, "loss_mask": 0.23137, "loss": 0.70638, "time": 0.67302} {"mode": "train", "epoch": 9, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.01637, "loss_rpn_cls": 0.03093, "loss_rpn_bbox": 0.03452, "loss_cls": 0.20238, "acc": 93.19019, "loss_bbox": 0.22529, "loss_mask": 0.22746, "loss": 0.72059, "time": 0.67853} {"mode": "train", "epoch": 9, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.01872, "loss_rpn_cls": 0.03169, "loss_rpn_bbox": 0.03709, "loss_cls": 0.20399, "acc": 92.8103, "loss_bbox": 0.23561, "loss_mask": 0.23442, "loss": 0.74281, "time": 0.6715} {"mode": "train", "epoch": 9, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.01625, "loss_rpn_cls": 0.02992, "loss_rpn_bbox": 0.03551, "loss_cls": 0.19468, "acc": 93.31104, "loss_bbox": 0.22411, "loss_mask": 0.23027, "loss": 0.71449, "time": 0.67302} {"mode": "train", "epoch": 9, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01628, "loss_rpn_cls": 0.02982, "loss_rpn_bbox": 0.03653, "loss_cls": 0.19454, "acc": 93.17139, "loss_bbox": 0.22949, "loss_mask": 0.23244, "loss": 0.72283, "time": 0.67244} {"mode": "train", "epoch": 9, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01702, "loss_rpn_cls": 0.02716, "loss_rpn_bbox": 0.0329, "loss_cls": 0.19597, "acc": 93.17041, "loss_bbox": 0.22692, "loss_mask": 0.22992, "loss": 0.71287, "time": 0.66831} {"mode": "val", "epoch": 9, "iter": 625, "lr": 0.0, "bbox_mAP": 0.477, "bbox_mAP_50": 0.7063, "bbox_mAP_75": 0.526, "bbox_mAP_s": 0.3218, "bbox_mAP_m": 0.5173, "bbox_mAP_l": 0.6092, "bbox_mAP_copypaste": "0.4770 0.7063 0.5260 0.3218 0.5173 0.6092", "segm_mAP": 0.4278, "segm_mAP_50": 0.6756, "segm_mAP_75": 0.4634, "segm_mAP_s": 0.2296, "segm_mAP_m": 0.4651, "segm_mAP_l": 0.6207, "segm_mAP_copypaste": "0.4278 0.6756 0.4634 0.2296 0.4651 0.6207"} {"mode": "train", "epoch": 10, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.69974, "loss_rpn_cls": 0.02958, "loss_rpn_bbox": 0.03498, "loss_cls": 0.19699, "acc": 93.23853, "loss_bbox": 0.22671, "loss_mask": 0.23276, "loss": 0.72102, "time": 1.34808} {"mode": "train", "epoch": 10, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.01494, "loss_rpn_cls": 0.02929, "loss_rpn_bbox": 0.03417, "loss_cls": 0.19139, "acc": 93.50195, "loss_bbox": 0.2157, "loss_mask": 0.23481, "loss": 0.70537, "time": 0.67784} {"mode": "train", "epoch": 10, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.01736, "loss_rpn_cls": 0.03064, "loss_rpn_bbox": 0.03636, "loss_cls": 0.19394, "acc": 93.15576, "loss_bbox": 0.22437, "loss_mask": 0.23001, "loss": 0.71531, "time": 0.67839} {"mode": "train", "epoch": 10, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.0151, "loss_rpn_cls": 0.02847, "loss_rpn_bbox": 0.03494, "loss_cls": 0.19163, "acc": 93.24878, "loss_bbox": 0.22454, "loss_mask": 0.2369, "loss": 0.71648, "time": 0.66549} {"mode": "train", "epoch": 10, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.01467, "loss_rpn_cls": 0.02906, "loss_rpn_bbox": 0.03468, "loss_cls": 0.18078, "acc": 93.6438, "loss_bbox": 0.20927, "loss_mask": 0.22149, "loss": 0.67529, "time": 0.67595} {"mode": "train", "epoch": 10, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.01689, "loss_rpn_cls": 0.03042, "loss_rpn_bbox": 0.03414, "loss_cls": 0.19284, "acc": 93.22696, "loss_bbox": 0.22206, "loss_mask": 0.23512, "loss": 0.71457, "time": 0.6689} {"mode": "train", "epoch": 10, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.0168, "loss_rpn_cls": 0.02664, "loss_rpn_bbox": 0.03431, "loss_cls": 0.19522, "acc": 93.37036, "loss_bbox": 0.22136, "loss_mask": 0.22298, "loss": 0.70051, "time": 0.67882} {"mode": "train", "epoch": 10, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.01787, "loss_rpn_cls": 0.03066, "loss_rpn_bbox": 0.03663, "loss_cls": 0.20517, "acc": 92.8916, "loss_bbox": 0.22834, "loss_mask": 0.23115, "loss": 0.73194, "time": 0.68702} {"mode": "train", "epoch": 10, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.01544, "loss_rpn_cls": 0.02696, "loss_rpn_bbox": 0.03266, "loss_cls": 0.18895, "acc": 93.48511, "loss_bbox": 0.21574, "loss_mask": 0.23373, "loss": 0.69804, "time": 0.68676} {"mode": "train", "epoch": 10, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.0157, "loss_rpn_cls": 0.0305, "loss_rpn_bbox": 0.03224, "loss_cls": 0.1833, "acc": 93.64722, "loss_bbox": 0.21068, "loss_mask": 0.22428, "loss": 0.681, "time": 0.6688} {"mode": "train", "epoch": 10, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01739, "loss_rpn_cls": 0.02725, "loss_rpn_bbox": 0.03432, "loss_cls": 0.18808, "acc": 93.48975, "loss_bbox": 0.21566, "loss_mask": 0.22568, "loss": 0.69099, "time": 0.6702} {"mode": "train", "epoch": 10, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.01577, "loss_rpn_cls": 0.02786, "loss_rpn_bbox": 0.03427, "loss_cls": 0.19462, "acc": 93.23413, "loss_bbox": 0.22526, "loss_mask": 0.23119, "loss": 0.7132, "time": 0.68213} {"mode": "train", "epoch": 10, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.01765, "loss_rpn_cls": 0.02974, "loss_rpn_bbox": 0.03557, "loss_cls": 0.19325, "acc": 93.14575, "loss_bbox": 0.22581, "loss_mask": 0.23481, "loss": 0.71917, "time": 0.66913} {"mode": "train", "epoch": 10, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.01865, "loss_rpn_cls": 0.02729, "loss_rpn_bbox": 0.03464, "loss_cls": 0.19681, "acc": 93.21411, "loss_bbox": 0.22401, "loss_mask": 0.23051, "loss": 0.71326, "time": 0.67432} {"mode": "train", "epoch": 10, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.01906, "loss_rpn_cls": 0.03362, "loss_rpn_bbox": 0.03548, "loss_cls": 0.19323, "acc": 93.30811, "loss_bbox": 0.22505, "loss_mask": 0.23235, "loss": 0.71973, "time": 0.67417} {"mode": "train", "epoch": 10, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.02235, "loss_rpn_cls": 0.03072, "loss_rpn_bbox": 0.03614, "loss_cls": 0.1976, "acc": 93.1062, "loss_bbox": 0.22457, "loss_mask": 0.23261, "loss": 0.72164, "time": 0.68106} {"mode": "train", "epoch": 10, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.01623, "loss_rpn_cls": 0.02842, "loss_rpn_bbox": 0.03371, "loss_cls": 0.19282, "acc": 93.38257, "loss_bbox": 0.22084, "loss_mask": 0.22493, "loss": 0.70072, "time": 0.67215} {"mode": "train", "epoch": 10, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.01621, "loss_rpn_cls": 0.03209, "loss_rpn_bbox": 0.03542, "loss_cls": 0.19082, "acc": 93.34106, "loss_bbox": 0.21921, "loss_mask": 0.22554, "loss": 0.70309, "time": 0.68493} {"mode": "train", "epoch": 10, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.01517, "loss_rpn_cls": 0.0304, "loss_rpn_bbox": 0.03524, "loss_cls": 0.18043, "acc": 93.71655, "loss_bbox": 0.21378, "loss_mask": 0.23805, "loss": 0.6979, "time": 0.67374} {"mode": "train", "epoch": 10, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.01897, "loss_rpn_cls": 0.03058, "loss_rpn_bbox": 0.03486, "loss_cls": 0.19508, "acc": 93.37134, "loss_bbox": 0.22075, "loss_mask": 0.23338, "loss": 0.71466, "time": 0.66734} {"mode": "train", "epoch": 10, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01791, "loss_rpn_cls": 0.0305, "loss_rpn_bbox": 0.03501, "loss_cls": 0.19349, "acc": 93.26147, "loss_bbox": 0.22873, "loss_mask": 0.22986, "loss": 0.7176, "time": 0.67579} {"mode": "train", "epoch": 10, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.01682, "loss_rpn_cls": 0.03122, "loss_rpn_bbox": 0.03688, "loss_cls": 0.19789, "acc": 93.11646, "loss_bbox": 0.22724, "loss_mask": 0.2364, "loss": 0.72963, "time": 0.66964} {"mode": "train", "epoch": 10, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.01753, "loss_rpn_cls": 0.03109, "loss_rpn_bbox": 0.03685, "loss_cls": 0.20525, "acc": 92.92993, "loss_bbox": 0.23431, "loss_mask": 0.24202, "loss": 0.74952, "time": 0.67241} {"mode": "train", "epoch": 10, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.01666, "loss_rpn_cls": 0.02947, "loss_rpn_bbox": 0.03504, "loss_cls": 0.19358, "acc": 93.3623, "loss_bbox": 0.21836, "loss_mask": 0.22855, "loss": 0.70501, "time": 0.67642} {"mode": "train", "epoch": 10, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.01839, "loss_rpn_cls": 0.0295, "loss_rpn_bbox": 0.03368, "loss_cls": 0.19567, "acc": 93.28516, "loss_bbox": 0.22538, "loss_mask": 0.23055, "loss": 0.71477, "time": 0.65983} {"mode": "train", "epoch": 10, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.01749, "loss_rpn_cls": 0.02713, "loss_rpn_bbox": 0.03454, "loss_cls": 0.1912, "acc": 93.43726, "loss_bbox": 0.22065, "loss_mask": 0.22852, "loss": 0.70204, "time": 0.68004} {"mode": "train", "epoch": 10, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01583, "loss_rpn_cls": 0.02883, "loss_rpn_bbox": 0.03515, "loss_cls": 0.19177, "acc": 93.35547, "loss_bbox": 0.21987, "loss_mask": 0.23478, "loss": 0.7104, "time": 0.66472} {"mode": "train", "epoch": 10, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01612, "loss_rpn_cls": 0.02834, "loss_rpn_bbox": 0.03364, "loss_cls": 0.17791, "acc": 93.70215, "loss_bbox": 0.21219, "loss_mask": 0.23232, "loss": 0.68439, "time": 0.66057} {"mode": "train", "epoch": 10, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.01737, "loss_rpn_cls": 0.03036, "loss_rpn_bbox": 0.03608, "loss_cls": 0.19422, "acc": 93.33472, "loss_bbox": 0.22383, "loss_mask": 0.2333, "loss": 0.71779, "time": 0.66884} {"mode": "train", "epoch": 10, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.01729, "loss_rpn_cls": 0.03059, "loss_rpn_bbox": 0.03403, "loss_cls": 0.18377, "acc": 93.56177, "loss_bbox": 0.21531, "loss_mask": 0.22589, "loss": 0.6896, "time": 0.67023} {"mode": "train", "epoch": 10, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.01873, "loss_rpn_cls": 0.03069, "loss_rpn_bbox": 0.03546, "loss_cls": 0.20015, "acc": 93.02832, "loss_bbox": 0.23026, "loss_mask": 0.2382, "loss": 0.73475, "time": 0.66116} {"mode": "train", "epoch": 10, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.01847, "loss_rpn_cls": 0.02839, "loss_rpn_bbox": 0.03477, "loss_cls": 0.18675, "acc": 93.49536, "loss_bbox": 0.21527, "loss_mask": 0.22799, "loss": 0.69318, "time": 0.66747} {"mode": "train", "epoch": 10, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.01785, "loss_rpn_cls": 0.02833, "loss_rpn_bbox": 0.03373, "loss_cls": 0.19259, "acc": 93.39917, "loss_bbox": 0.22472, "loss_mask": 0.22942, "loss": 0.7088, "time": 0.67318} {"mode": "train", "epoch": 10, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.01693, "loss_rpn_cls": 0.03046, "loss_rpn_bbox": 0.03412, "loss_cls": 0.20308, "acc": 92.96411, "loss_bbox": 0.22664, "loss_mask": 0.23248, "loss": 0.72678, "time": 0.6645} {"mode": "train", "epoch": 10, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.01885, "loss_rpn_cls": 0.02705, "loss_rpn_bbox": 0.03203, "loss_cls": 0.19456, "acc": 93.34204, "loss_bbox": 0.221, "loss_mask": 0.2252, "loss": 0.69984, "time": 0.66927} {"mode": "train", "epoch": 10, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.01773, "loss_rpn_cls": 0.02913, "loss_rpn_bbox": 0.03332, "loss_cls": 0.18448, "acc": 93.58887, "loss_bbox": 0.21023, "loss_mask": 0.22309, "loss": 0.68025, "time": 0.66714} {"mode": "train", "epoch": 10, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.01618, "loss_rpn_cls": 0.03241, "loss_rpn_bbox": 0.03535, "loss_cls": 0.18962, "acc": 93.59229, "loss_bbox": 0.21599, "loss_mask": 0.2355, "loss": 0.70887, "time": 0.66366} {"mode": "train", "epoch": 10, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.01658, "loss_rpn_cls": 0.02853, "loss_rpn_bbox": 0.03505, "loss_cls": 0.19751, "acc": 93.18701, "loss_bbox": 0.22339, "loss_mask": 0.23425, "loss": 0.71873, "time": 0.65734} {"mode": "train", "epoch": 10, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.01761, "loss_rpn_cls": 0.03093, "loss_rpn_bbox": 0.03769, "loss_cls": 0.19528, "acc": 93.24097, "loss_bbox": 0.22884, "loss_mask": 0.23103, "loss": 0.72378, "time": 0.65964} {"mode": "train", "epoch": 10, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.01802, "loss_rpn_cls": 0.03184, "loss_rpn_bbox": 0.03686, "loss_cls": 0.18932, "acc": 93.48462, "loss_bbox": 0.21354, "loss_mask": 0.23079, "loss": 0.70234, "time": 0.67334} {"mode": "train", "epoch": 10, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.0163, "loss_rpn_cls": 0.02927, "loss_rpn_bbox": 0.0324, "loss_cls": 0.1791, "acc": 93.7522, "loss_bbox": 0.21016, "loss_mask": 0.2243, "loss": 0.67524, "time": 0.65824} {"mode": "train", "epoch": 10, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.01674, "loss_rpn_cls": 0.02956, "loss_rpn_bbox": 0.03578, "loss_cls": 0.19422, "acc": 93.29736, "loss_bbox": 0.22109, "loss_mask": 0.22578, "loss": 0.70643, "time": 0.66177} {"mode": "train", "epoch": 10, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.01736, "loss_rpn_cls": 0.03245, "loss_rpn_bbox": 0.03768, "loss_cls": 0.19869, "acc": 93.12866, "loss_bbox": 0.22752, "loss_mask": 0.23547, "loss": 0.73181, "time": 0.66732} {"mode": "train", "epoch": 10, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.0184, "loss_rpn_cls": 0.02704, "loss_rpn_bbox": 0.03469, "loss_cls": 0.18737, "acc": 93.47314, "loss_bbox": 0.21804, "loss_mask": 0.22958, "loss": 0.69672, "time": 0.6675} {"mode": "train", "epoch": 10, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.0197, "loss_rpn_cls": 0.02961, "loss_rpn_bbox": 0.03714, "loss_cls": 0.196, "acc": 93.24414, "loss_bbox": 0.22362, "loss_mask": 0.23153, "loss": 0.71789, "time": 0.66363} {"mode": "train", "epoch": 10, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.01603, "loss_rpn_cls": 0.0303, "loss_rpn_bbox": 0.03712, "loss_cls": 0.20025, "acc": 93.0647, "loss_bbox": 0.23016, "loss_mask": 0.23438, "loss": 0.73221, "time": 0.67122} {"mode": "train", "epoch": 10, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.0167, "loss_rpn_cls": 0.03025, "loss_rpn_bbox": 0.03604, "loss_cls": 0.17588, "acc": 93.83057, "loss_bbox": 0.20956, "loss_mask": 0.23102, "loss": 0.68275, "time": 0.67468} {"mode": "train", "epoch": 10, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.01671, "loss_rpn_cls": 0.02783, "loss_rpn_bbox": 0.03297, "loss_cls": 0.19722, "acc": 93.24072, "loss_bbox": 0.21621, "loss_mask": 0.22784, "loss": 0.70206, "time": 0.66676} {"mode": "train", "epoch": 10, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.01984, "loss_rpn_cls": 0.02841, "loss_rpn_bbox": 0.03538, "loss_cls": 0.1945, "acc": 93.18262, "loss_bbox": 0.21879, "loss_mask": 0.22529, "loss": 0.70237, "time": 0.67224} {"mode": "train", "epoch": 10, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.01765, "loss_rpn_cls": 0.02733, "loss_rpn_bbox": 0.03483, "loss_cls": 0.19617, "acc": 93.14307, "loss_bbox": 0.22629, "loss_mask": 0.22999, "loss": 0.71462, "time": 0.67375} {"mode": "train", "epoch": 10, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.01904, "loss_rpn_cls": 0.0276, "loss_rpn_bbox": 0.03649, "loss_cls": 0.19417, "acc": 93.15747, "loss_bbox": 0.22764, "loss_mask": 0.2317, "loss": 0.71759, "time": 0.66898} {"mode": "train", "epoch": 10, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.0162, "loss_rpn_cls": 0.02876, "loss_rpn_bbox": 0.03374, "loss_cls": 0.19487, "acc": 93.32422, "loss_bbox": 0.2218, "loss_mask": 0.23043, "loss": 0.70961, "time": 0.65528} {"mode": "train", "epoch": 10, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.01612, "loss_rpn_cls": 0.03208, "loss_rpn_bbox": 0.0338, "loss_cls": 0.19567, "acc": 93.34619, "loss_bbox": 0.22296, "loss_mask": 0.22832, "loss": 0.71284, "time": 0.67538} {"mode": "train", "epoch": 10, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.01781, "loss_rpn_cls": 0.03153, "loss_rpn_bbox": 0.03309, "loss_cls": 0.19695, "acc": 93.13672, "loss_bbox": 0.22367, "loss_mask": 0.23506, "loss": 0.72031, "time": 0.67768} {"mode": "train", "epoch": 10, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.01727, "loss_rpn_cls": 0.02897, "loss_rpn_bbox": 0.03598, "loss_cls": 0.19088, "acc": 93.37866, "loss_bbox": 0.22147, "loss_mask": 0.22923, "loss": 0.70653, "time": 0.67032} {"mode": "train", "epoch": 10, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.01771, "loss_rpn_cls": 0.02863, "loss_rpn_bbox": 0.0333, "loss_cls": 0.18554, "acc": 93.52905, "loss_bbox": 0.21591, "loss_mask": 0.22926, "loss": 0.69264, "time": 0.66336} {"mode": "train", "epoch": 10, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.01555, "loss_rpn_cls": 0.03201, "loss_rpn_bbox": 0.03774, "loss_cls": 0.20384, "acc": 92.93652, "loss_bbox": 0.23289, "loss_mask": 0.24201, "loss": 0.74849, "time": 0.66949} {"mode": "train", "epoch": 10, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.01391, "loss_rpn_cls": 0.02827, "loss_rpn_bbox": 0.03394, "loss_cls": 0.19374, "acc": 93.29419, "loss_bbox": 0.22293, "loss_mask": 0.23243, "loss": 0.71132, "time": 0.66371} {"mode": "train", "epoch": 10, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.01681, "loss_rpn_cls": 0.03159, "loss_rpn_bbox": 0.0353, "loss_cls": 0.20109, "acc": 93.10718, "loss_bbox": 0.22329, "loss_mask": 0.23646, "loss": 0.72774, "time": 0.67635} {"mode": "train", "epoch": 10, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.018, "loss_rpn_cls": 0.0305, "loss_rpn_bbox": 0.0339, "loss_cls": 0.19669, "acc": 93.16235, "loss_bbox": 0.22228, "loss_mask": 0.23147, "loss": 0.71483, "time": 0.67707} {"mode": "train", "epoch": 10, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.01926, "loss_rpn_cls": 0.03086, "loss_rpn_bbox": 0.03412, "loss_cls": 0.19942, "acc": 93.2583, "loss_bbox": 0.21979, "loss_mask": 0.23356, "loss": 0.71775, "time": 0.66024} {"mode": "train", "epoch": 10, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.01671, "loss_rpn_cls": 0.03221, "loss_rpn_bbox": 0.03509, "loss_cls": 0.18897, "acc": 93.43823, "loss_bbox": 0.21616, "loss_mask": 0.23878, "loss": 0.71121, "time": 0.65808} {"mode": "train", "epoch": 10, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.01658, "loss_rpn_cls": 0.03053, "loss_rpn_bbox": 0.03435, "loss_cls": 0.19304, "acc": 93.2749, "loss_bbox": 0.22392, "loss_mask": 0.23056, "loss": 0.7124, "time": 0.66957} {"mode": "train", "epoch": 10, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01619, "loss_rpn_cls": 0.028, "loss_rpn_bbox": 0.03614, "loss_cls": 0.199, "acc": 93.08984, "loss_bbox": 0.2291, "loss_mask": 0.23367, "loss": 0.72591, "time": 0.66692} {"mode": "train", "epoch": 10, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.01588, "loss_rpn_cls": 0.02812, "loss_rpn_bbox": 0.03317, "loss_cls": 0.20104, "acc": 93.05713, "loss_bbox": 0.22756, "loss_mask": 0.23091, "loss": 0.7208, "time": 0.66784} {"mode": "train", "epoch": 10, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01616, "loss_rpn_cls": 0.02503, "loss_rpn_bbox": 0.03217, "loss_cls": 0.1905, "acc": 93.39746, "loss_bbox": 0.21723, "loss_mask": 0.22685, "loss": 0.69178, "time": 0.66023} {"mode": "train", "epoch": 10, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.01914, "loss_rpn_cls": 0.02982, "loss_rpn_bbox": 0.03614, "loss_cls": 0.19984, "acc": 93.1604, "loss_bbox": 0.23028, "loss_mask": 0.23422, "loss": 0.73031, "time": 0.67452} {"mode": "train", "epoch": 10, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.0171, "loss_rpn_cls": 0.02999, "loss_rpn_bbox": 0.03596, "loss_cls": 0.19842, "acc": 93.18823, "loss_bbox": 0.22853, "loss_mask": 0.238, "loss": 0.73091, "time": 0.67081} {"mode": "train", "epoch": 10, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.01785, "loss_rpn_cls": 0.02923, "loss_rpn_bbox": 0.03568, "loss_cls": 0.19402, "acc": 93.43311, "loss_bbox": 0.21883, "loss_mask": 0.2385, "loss": 0.71626, "time": 0.67685} {"mode": "train", "epoch": 10, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.01631, "loss_rpn_cls": 0.02799, "loss_rpn_bbox": 0.03532, "loss_cls": 0.19061, "acc": 93.29126, "loss_bbox": 0.22317, "loss_mask": 0.22471, "loss": 0.70179, "time": 0.68075} {"mode": "train", "epoch": 10, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.01642, "loss_rpn_cls": 0.03157, "loss_rpn_bbox": 0.03887, "loss_cls": 0.2009, "acc": 93.00024, "loss_bbox": 0.23364, "loss_mask": 0.23888, "loss": 0.74385, "time": 0.67237} {"mode": "train", "epoch": 10, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.01874, "loss_rpn_cls": 0.02888, "loss_rpn_bbox": 0.03676, "loss_cls": 0.19596, "acc": 93.25464, "loss_bbox": 0.22572, "loss_mask": 0.23282, "loss": 0.72014, "time": 0.67023} {"mode": "train", "epoch": 10, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.01696, "loss_rpn_cls": 0.03108, "loss_rpn_bbox": 0.0357, "loss_cls": 0.19886, "acc": 93.17847, "loss_bbox": 0.22517, "loss_mask": 0.23415, "loss": 0.72496, "time": 0.67169} {"mode": "train", "epoch": 10, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.01722, "loss_rpn_cls": 0.02793, "loss_rpn_bbox": 0.03596, "loss_cls": 0.19719, "acc": 93.05957, "loss_bbox": 0.22814, "loss_mask": 0.23744, "loss": 0.72666, "time": 0.67786} {"mode": "train", "epoch": 10, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01688, "loss_rpn_cls": 0.03059, "loss_rpn_bbox": 0.0355, "loss_cls": 0.20067, "acc": 93.22412, "loss_bbox": 0.22621, "loss_mask": 0.23107, "loss": 0.72404, "time": 0.66596} {"mode": "train", "epoch": 10, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.0171, "loss_rpn_cls": 0.02826, "loss_rpn_bbox": 0.03228, "loss_cls": 0.19402, "acc": 93.56323, "loss_bbox": 0.21175, "loss_mask": 0.22838, "loss": 0.69469, "time": 0.66407} {"mode": "train", "epoch": 10, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01427, "loss_rpn_cls": 0.02878, "loss_rpn_bbox": 0.03571, "loss_cls": 0.1975, "acc": 93.17725, "loss_bbox": 0.22744, "loss_mask": 0.23785, "loss": 0.72728, "time": 0.67091} {"mode": "train", "epoch": 10, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01964, "loss_rpn_cls": 0.03356, "loss_rpn_bbox": 0.03761, "loss_cls": 0.20283, "acc": 92.95728, "loss_bbox": 0.22965, "loss_mask": 0.23533, "loss": 0.73898, "time": 0.66602} {"mode": "train", "epoch": 10, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.02103, "loss_rpn_cls": 0.03002, "loss_rpn_bbox": 0.03491, "loss_cls": 0.19071, "acc": 93.41357, "loss_bbox": 0.22327, "loss_mask": 0.23855, "loss": 0.71745, "time": 0.68357} {"mode": "train", "epoch": 10, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.01889, "loss_rpn_cls": 0.02627, "loss_rpn_bbox": 0.03391, "loss_cls": 0.18246, "acc": 93.51807, "loss_bbox": 0.21483, "loss_mask": 0.22795, "loss": 0.68543, "time": 0.67341} {"mode": "train", "epoch": 10, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01765, "loss_rpn_cls": 0.03086, "loss_rpn_bbox": 0.03574, "loss_cls": 0.1963, "acc": 93.19604, "loss_bbox": 0.22549, "loss_mask": 0.2341, "loss": 0.72249, "time": 0.67343} {"mode": "train", "epoch": 10, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.01817, "loss_rpn_cls": 0.02661, "loss_rpn_bbox": 0.03253, "loss_cls": 0.18164, "acc": 93.65015, "loss_bbox": 0.20832, "loss_mask": 0.22089, "loss": 0.66998, "time": 0.67496} {"mode": "train", "epoch": 10, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.01389, "loss_rpn_cls": 0.02576, "loss_rpn_bbox": 0.03286, "loss_cls": 0.18191, "acc": 93.6228, "loss_bbox": 0.21373, "loss_mask": 0.2271, "loss": 0.68136, "time": 0.66397} {"mode": "train", "epoch": 10, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.01608, "loss_rpn_cls": 0.03227, "loss_rpn_bbox": 0.03398, "loss_cls": 0.19079, "acc": 93.34131, "loss_bbox": 0.22198, "loss_mask": 0.22999, "loss": 0.709, "time": 0.66859} {"mode": "train", "epoch": 10, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.01732, "loss_rpn_cls": 0.02783, "loss_rpn_bbox": 0.03378, "loss_cls": 0.19436, "acc": 93.2876, "loss_bbox": 0.21532, "loss_mask": 0.22561, "loss": 0.69691, "time": 0.66992} {"mode": "train", "epoch": 10, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01603, "loss_rpn_cls": 0.03049, "loss_rpn_bbox": 0.03515, "loss_cls": 0.19237, "acc": 93.43994, "loss_bbox": 0.22149, "loss_mask": 0.22619, "loss": 0.70568, "time": 0.66477} {"mode": "train", "epoch": 10, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.01597, "loss_rpn_cls": 0.02745, "loss_rpn_bbox": 0.03249, "loss_cls": 0.18739, "acc": 93.49341, "loss_bbox": 0.21467, "loss_mask": 0.22699, "loss": 0.689, "time": 0.66813} {"mode": "train", "epoch": 10, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.01587, "loss_rpn_cls": 0.03145, "loss_rpn_bbox": 0.03642, "loss_cls": 0.20337, "acc": 92.9314, "loss_bbox": 0.22771, "loss_mask": 0.23289, "loss": 0.73185, "time": 0.68115} {"mode": "train", "epoch": 10, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.01617, "loss_rpn_cls": 0.03141, "loss_rpn_bbox": 0.03448, "loss_cls": 0.19884, "acc": 92.96289, "loss_bbox": 0.23189, "loss_mask": 0.23403, "loss": 0.73064, "time": 0.67525} {"mode": "train", "epoch": 10, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01551, "loss_rpn_cls": 0.02829, "loss_rpn_bbox": 0.0357, "loss_cls": 0.19525, "acc": 93.22949, "loss_bbox": 0.22233, "loss_mask": 0.22877, "loss": 0.71033, "time": 0.6749} {"mode": "train", "epoch": 10, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01768, "loss_rpn_cls": 0.02947, "loss_rpn_bbox": 0.03418, "loss_cls": 0.19551, "acc": 93.23975, "loss_bbox": 0.21593, "loss_mask": 0.22221, "loss": 0.6973, "time": 0.66341} {"mode": "train", "epoch": 10, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.01638, "loss_rpn_cls": 0.02997, "loss_rpn_bbox": 0.03125, "loss_cls": 0.19731, "acc": 93.30859, "loss_bbox": 0.21306, "loss_mask": 0.23347, "loss": 0.70506, "time": 0.6762} {"mode": "train", "epoch": 10, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.01771, "loss_rpn_cls": 0.02988, "loss_rpn_bbox": 0.03258, "loss_cls": 0.17925, "acc": 93.74487, "loss_bbox": 0.20679, "loss_mask": 0.22289, "loss": 0.6714, "time": 0.66972} {"mode": "train", "epoch": 10, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.0172, "loss_rpn_cls": 0.03102, "loss_rpn_bbox": 0.03654, "loss_cls": 0.20147, "acc": 93.0061, "loss_bbox": 0.23086, "loss_mask": 0.22971, "loss": 0.7296, "time": 0.66664} {"mode": "train", "epoch": 10, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01528, "loss_rpn_cls": 0.02792, "loss_rpn_bbox": 0.03472, "loss_cls": 0.18634, "acc": 93.46729, "loss_bbox": 0.2176, "loss_mask": 0.21894, "loss": 0.68553, "time": 0.6739} {"mode": "train", "epoch": 10, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.01735, "loss_rpn_cls": 0.03205, "loss_rpn_bbox": 0.03494, "loss_cls": 0.20281, "acc": 92.84375, "loss_bbox": 0.23254, "loss_mask": 0.23043, "loss": 0.73278, "time": 0.66587} {"mode": "train", "epoch": 10, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01589, "loss_rpn_cls": 0.03077, "loss_rpn_bbox": 0.03526, "loss_cls": 0.20154, "acc": 93.1853, "loss_bbox": 0.22473, "loss_mask": 0.23065, "loss": 0.72295, "time": 0.67768} {"mode": "train", "epoch": 10, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.01683, "loss_rpn_cls": 0.02759, "loss_rpn_bbox": 0.0322, "loss_cls": 0.1951, "acc": 93.40308, "loss_bbox": 0.21463, "loss_mask": 0.22691, "loss": 0.69643, "time": 0.67824} {"mode": "train", "epoch": 10, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.01563, "loss_rpn_cls": 0.03026, "loss_rpn_bbox": 0.03589, "loss_cls": 0.19688, "acc": 93.0481, "loss_bbox": 0.22916, "loss_mask": 0.23213, "loss": 0.72433, "time": 0.67779} {"mode": "train", "epoch": 10, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.01575, "loss_rpn_cls": 0.02867, "loss_rpn_bbox": 0.03457, "loss_cls": 0.18494, "acc": 93.56299, "loss_bbox": 0.21312, "loss_mask": 0.22687, "loss": 0.68816, "time": 0.67094} {"mode": "train", "epoch": 10, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.0169, "loss_rpn_cls": 0.02878, "loss_rpn_bbox": 0.03571, "loss_cls": 0.19413, "acc": 93.21338, "loss_bbox": 0.22872, "loss_mask": 0.22962, "loss": 0.71697, "time": 0.66549} {"mode": "train", "epoch": 10, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.01701, "loss_rpn_cls": 0.02866, "loss_rpn_bbox": 0.03337, "loss_cls": 0.19561, "acc": 93.42358, "loss_bbox": 0.22078, "loss_mask": 0.23232, "loss": 0.71074, "time": 0.65949} {"mode": "train", "epoch": 10, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.01787, "loss_rpn_cls": 0.02919, "loss_rpn_bbox": 0.0357, "loss_cls": 0.18874, "acc": 93.33008, "loss_bbox": 0.23035, "loss_mask": 0.23034, "loss": 0.71434, "time": 0.66896} {"mode": "train", "epoch": 10, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.0174, "loss_rpn_cls": 0.02973, "loss_rpn_bbox": 0.03466, "loss_cls": 0.18859, "acc": 93.4292, "loss_bbox": 0.22188, "loss_mask": 0.23197, "loss": 0.70682, "time": 0.67198} {"mode": "train", "epoch": 10, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.01859, "loss_rpn_cls": 0.02889, "loss_rpn_bbox": 0.03669, "loss_cls": 0.18781, "acc": 93.35522, "loss_bbox": 0.22205, "loss_mask": 0.23482, "loss": 0.71026, "time": 0.67728} {"mode": "train", "epoch": 10, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.01611, "loss_rpn_cls": 0.02977, "loss_rpn_bbox": 0.03654, "loss_cls": 0.19234, "acc": 93.34521, "loss_bbox": 0.21937, "loss_mask": 0.231, "loss": 0.70901, "time": 0.66667} {"mode": "train", "epoch": 10, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.01772, "loss_rpn_cls": 0.02762, "loss_rpn_bbox": 0.03455, "loss_cls": 0.19075, "acc": 93.41089, "loss_bbox": 0.21914, "loss_mask": 0.22726, "loss": 0.69933, "time": 0.66663} {"mode": "train", "epoch": 10, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.01749, "loss_rpn_cls": 0.03086, "loss_rpn_bbox": 0.03658, "loss_cls": 0.20644, "acc": 92.94189, "loss_bbox": 0.23691, "loss_mask": 0.23434, "loss": 0.74513, "time": 0.68127} {"mode": "train", "epoch": 10, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.01771, "loss_rpn_cls": 0.02517, "loss_rpn_bbox": 0.03167, "loss_cls": 0.1829, "acc": 93.69165, "loss_bbox": 0.20893, "loss_mask": 0.22543, "loss": 0.67409, "time": 0.67719} {"mode": "train", "epoch": 10, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.01702, "loss_rpn_cls": 0.02874, "loss_rpn_bbox": 0.03539, "loss_cls": 0.19869, "acc": 93.0481, "loss_bbox": 0.22751, "loss_mask": 0.2365, "loss": 0.72682, "time": 0.68722} {"mode": "train", "epoch": 10, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.01533, "loss_rpn_cls": 0.02908, "loss_rpn_bbox": 0.03716, "loss_cls": 0.19677, "acc": 93.18604, "loss_bbox": 0.22482, "loss_mask": 0.23425, "loss": 0.72208, "time": 0.67762} {"mode": "train", "epoch": 10, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.01781, "loss_rpn_cls": 0.03083, "loss_rpn_bbox": 0.03794, "loss_cls": 0.19919, "acc": 93.16479, "loss_bbox": 0.22759, "loss_mask": 0.24247, "loss": 0.73803, "time": 0.6687} {"mode": "train", "epoch": 10, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.01702, "loss_rpn_cls": 0.02748, "loss_rpn_bbox": 0.03389, "loss_cls": 0.1919, "acc": 93.32007, "loss_bbox": 0.21881, "loss_mask": 0.22286, "loss": 0.69492, "time": 0.66052} {"mode": "train", "epoch": 10, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.02063, "loss_rpn_cls": 0.02876, "loss_rpn_bbox": 0.03275, "loss_cls": 0.19275, "acc": 93.4458, "loss_bbox": 0.21468, "loss_mask": 0.22633, "loss": 0.69527, "time": 0.66467} {"mode": "train", "epoch": 10, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.01737, "loss_rpn_cls": 0.02708, "loss_rpn_bbox": 0.03335, "loss_cls": 0.18647, "acc": 93.45996, "loss_bbox": 0.21767, "loss_mask": 0.22493, "loss": 0.68951, "time": 0.66174} {"mode": "train", "epoch": 10, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.01884, "loss_rpn_cls": 0.02867, "loss_rpn_bbox": 0.03244, "loss_cls": 0.1858, "acc": 93.52344, "loss_bbox": 0.2144, "loss_mask": 0.2214, "loss": 0.68271, "time": 0.65894} {"mode": "train", "epoch": 10, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.01748, "loss_rpn_cls": 0.02827, "loss_rpn_bbox": 0.03474, "loss_cls": 0.19565, "acc": 93.42749, "loss_bbox": 0.21878, "loss_mask": 0.23234, "loss": 0.70977, "time": 0.67298} {"mode": "train", "epoch": 10, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.01934, "loss_rpn_cls": 0.031, "loss_rpn_bbox": 0.03448, "loss_cls": 0.19723, "acc": 93.18945, "loss_bbox": 0.22011, "loss_mask": 0.22775, "loss": 0.71057, "time": 0.67069} {"mode": "train", "epoch": 10, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.01668, "loss_rpn_cls": 0.02605, "loss_rpn_bbox": 0.03143, "loss_cls": 0.18413, "acc": 93.57959, "loss_bbox": 0.21255, "loss_mask": 0.22774, "loss": 0.6819, "time": 0.6759} {"mode": "train", "epoch": 10, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.01755, "loss_rpn_cls": 0.02812, "loss_rpn_bbox": 0.03306, "loss_cls": 0.1943, "acc": 93.3689, "loss_bbox": 0.22038, "loss_mask": 0.23175, "loss": 0.70761, "time": 0.67069} {"mode": "train", "epoch": 10, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.01674, "loss_rpn_cls": 0.0268, "loss_rpn_bbox": 0.03293, "loss_cls": 0.18851, "acc": 93.48901, "loss_bbox": 0.21499, "loss_mask": 0.2251, "loss": 0.68834, "time": 0.67169} {"mode": "train", "epoch": 10, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01773, "loss_rpn_cls": 0.03322, "loss_rpn_bbox": 0.03519, "loss_cls": 0.20428, "acc": 92.87109, "loss_bbox": 0.22911, "loss_mask": 0.23521, "loss": 0.73702, "time": 0.68144} {"mode": "train", "epoch": 10, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.01621, "loss_rpn_cls": 0.02879, "loss_rpn_bbox": 0.03442, "loss_cls": 0.18883, "acc": 93.53809, "loss_bbox": 0.2091, "loss_mask": 0.22472, "loss": 0.68585, "time": 0.67} {"mode": "train", "epoch": 10, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.01641, "loss_rpn_cls": 0.02563, "loss_rpn_bbox": 0.0335, "loss_cls": 0.18644, "acc": 93.53247, "loss_bbox": 0.21402, "loss_mask": 0.23148, "loss": 0.69107, "time": 0.6666} {"mode": "train", "epoch": 10, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.01598, "loss_rpn_cls": 0.03014, "loss_rpn_bbox": 0.03449, "loss_cls": 0.19517, "acc": 93.18774, "loss_bbox": 0.22679, "loss_mask": 0.23286, "loss": 0.71945, "time": 0.67009} {"mode": "train", "epoch": 10, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01608, "loss_rpn_cls": 0.02679, "loss_rpn_bbox": 0.03253, "loss_cls": 0.18722, "acc": 93.56372, "loss_bbox": 0.21947, "loss_mask": 0.22873, "loss": 0.69474, "time": 0.66638} {"mode": "train", "epoch": 10, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.01899, "loss_rpn_cls": 0.02661, "loss_rpn_bbox": 0.03552, "loss_cls": 0.19855, "acc": 93.00073, "loss_bbox": 0.2262, "loss_mask": 0.22873, "loss": 0.71561, "time": 0.67185} {"mode": "train", "epoch": 10, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.01724, "loss_rpn_cls": 0.03024, "loss_rpn_bbox": 0.03437, "loss_cls": 0.19818, "acc": 93.17285, "loss_bbox": 0.22389, "loss_mask": 0.22768, "loss": 0.71437, "time": 0.67369} {"mode": "train", "epoch": 10, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01789, "loss_rpn_cls": 0.02806, "loss_rpn_bbox": 0.03477, "loss_cls": 0.19518, "acc": 93.20654, "loss_bbox": 0.2246, "loss_mask": 0.22922, "loss": 0.71183, "time": 0.675} {"mode": "train", "epoch": 10, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.01951, "loss_rpn_cls": 0.02983, "loss_rpn_bbox": 0.03614, "loss_cls": 0.19686, "acc": 93.22949, "loss_bbox": 0.22466, "loss_mask": 0.23069, "loss": 0.71818, "time": 0.68114} {"mode": "train", "epoch": 10, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.01698, "loss_rpn_cls": 0.027, "loss_rpn_bbox": 0.03394, "loss_cls": 0.19121, "acc": 93.354, "loss_bbox": 0.21821, "loss_mask": 0.23259, "loss": 0.70295, "time": 0.66041} {"mode": "train", "epoch": 10, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.01785, "loss_rpn_cls": 0.03025, "loss_rpn_bbox": 0.03722, "loss_cls": 0.2035, "acc": 92.88477, "loss_bbox": 0.2289, "loss_mask": 0.23236, "loss": 0.73223, "time": 0.66227} {"mode": "train", "epoch": 10, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.01916, "loss_rpn_cls": 0.02912, "loss_rpn_bbox": 0.03397, "loss_cls": 0.19831, "acc": 93.18652, "loss_bbox": 0.22369, "loss_mask": 0.23034, "loss": 0.71542, "time": 0.67124} {"mode": "train", "epoch": 10, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.0157, "loss_rpn_cls": 0.02755, "loss_rpn_bbox": 0.0348, "loss_cls": 0.18803, "acc": 93.52588, "loss_bbox": 0.21216, "loss_mask": 0.23289, "loss": 0.69543, "time": 0.66527} {"mode": "train", "epoch": 10, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.01694, "loss_rpn_cls": 0.02914, "loss_rpn_bbox": 0.03262, "loss_cls": 0.18934, "acc": 93.56738, "loss_bbox": 0.21309, "loss_mask": 0.22926, "loss": 0.69346, "time": 0.65552} {"mode": "train", "epoch": 10, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01753, "loss_rpn_cls": 0.03083, "loss_rpn_bbox": 0.03599, "loss_cls": 0.20235, "acc": 93.07495, "loss_bbox": 0.22532, "loss_mask": 0.23439, "loss": 0.72888, "time": 0.66175} {"mode": "train", "epoch": 10, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01651, "loss_rpn_cls": 0.02654, "loss_rpn_bbox": 0.03349, "loss_cls": 0.197, "acc": 93.22974, "loss_bbox": 0.22229, "loss_mask": 0.22853, "loss": 0.70786, "time": 0.66929} {"mode": "train", "epoch": 10, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.016, "loss_rpn_cls": 0.02736, "loss_rpn_bbox": 0.03264, "loss_cls": 0.18281, "acc": 93.69312, "loss_bbox": 0.21219, "loss_mask": 0.23133, "loss": 0.68633, "time": 0.66337} {"mode": "train", "epoch": 10, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.01476, "loss_rpn_cls": 0.02819, "loss_rpn_bbox": 0.03317, "loss_cls": 0.19207, "acc": 93.30859, "loss_bbox": 0.22051, "loss_mask": 0.22472, "loss": 0.69864, "time": 0.67166} {"mode": "train", "epoch": 10, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.01913, "loss_rpn_cls": 0.03005, "loss_rpn_bbox": 0.03543, "loss_cls": 0.19627, "acc": 92.96484, "loss_bbox": 0.22777, "loss_mask": 0.23173, "loss": 0.72125, "time": 0.68154} {"mode": "train", "epoch": 10, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.02045, "loss_rpn_cls": 0.02624, "loss_rpn_bbox": 0.03388, "loss_cls": 0.19338, "acc": 93.2146, "loss_bbox": 0.22653, "loss_mask": 0.23073, "loss": 0.71076, "time": 0.67363} {"mode": "train", "epoch": 10, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.01653, "loss_rpn_cls": 0.03001, "loss_rpn_bbox": 0.03489, "loss_cls": 0.20026, "acc": 93.17041, "loss_bbox": 0.21831, "loss_mask": 0.23591, "loss": 0.71938, "time": 0.67133} {"mode": "train", "epoch": 10, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.01707, "loss_rpn_cls": 0.03258, "loss_rpn_bbox": 0.0374, "loss_cls": 0.1995, "acc": 93.07788, "loss_bbox": 0.23059, "loss_mask": 0.23556, "loss": 0.73563, "time": 0.68203} {"mode": "train", "epoch": 10, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.01698, "loss_rpn_cls": 0.03038, "loss_rpn_bbox": 0.03518, "loss_cls": 0.19398, "acc": 93.25146, "loss_bbox": 0.22231, "loss_mask": 0.22867, "loss": 0.71052, "time": 0.66439} {"mode": "train", "epoch": 10, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01647, "loss_rpn_cls": 0.02993, "loss_rpn_bbox": 0.03475, "loss_cls": 0.20125, "acc": 92.9563, "loss_bbox": 0.22435, "loss_mask": 0.22563, "loss": 0.71591, "time": 0.67531} {"mode": "train", "epoch": 10, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01634, "loss_rpn_cls": 0.03348, "loss_rpn_bbox": 0.03568, "loss_cls": 0.20358, "acc": 93.0769, "loss_bbox": 0.22275, "loss_mask": 0.23249, "loss": 0.72799, "time": 0.67151} {"mode": "val", "epoch": 10, "iter": 625, "lr": 0.0, "bbox_mAP": 0.4806, "bbox_mAP_50": 0.709, "bbox_mAP_75": 0.5298, "bbox_mAP_s": 0.3374, "bbox_mAP_m": 0.5215, "bbox_mAP_l": 0.6156, "bbox_mAP_copypaste": "0.4806 0.7090 0.5298 0.3374 0.5215 0.6156", "segm_mAP": 0.4291, "segm_mAP_50": 0.6768, "segm_mAP_75": 0.4612, "segm_mAP_s": 0.2443, "segm_mAP_m": 0.4678, "segm_mAP_l": 0.6245, "segm_mAP_copypaste": "0.4291 0.6768 0.4612 0.2443 0.4678 0.6245"} {"mode": "train", "epoch": 11, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.74808, "loss_rpn_cls": 0.02656, "loss_rpn_bbox": 0.03429, "loss_cls": 0.187, "acc": 93.43848, "loss_bbox": 0.21992, "loss_mask": 0.23331, "loss": 0.70109, "time": 1.38859} {"mode": "train", "epoch": 11, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.01682, "loss_rpn_cls": 0.02884, "loss_rpn_bbox": 0.03527, "loss_cls": 0.19744, "acc": 93.17749, "loss_bbox": 0.22675, "loss_mask": 0.22972, "loss": 0.71802, "time": 0.67162} {"mode": "train", "epoch": 11, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.02013, "loss_rpn_cls": 0.02801, "loss_rpn_bbox": 0.03223, "loss_cls": 0.18161, "acc": 93.65552, "loss_bbox": 0.21217, "loss_mask": 0.23296, "loss": 0.68697, "time": 0.66184} {"mode": "train", "epoch": 11, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.01552, "loss_rpn_cls": 0.02829, "loss_rpn_bbox": 0.03276, "loss_cls": 0.17938, "acc": 93.80176, "loss_bbox": 0.20614, "loss_mask": 0.22507, "loss": 0.67165, "time": 0.68486} {"mode": "train", "epoch": 11, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.01605, "loss_rpn_cls": 0.02683, "loss_rpn_bbox": 0.03234, "loss_cls": 0.17981, "acc": 93.771, "loss_bbox": 0.21078, "loss_mask": 0.22342, "loss": 0.67318, "time": 0.68161} {"mode": "train", "epoch": 11, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.01788, "loss_rpn_cls": 0.02989, "loss_rpn_bbox": 0.03728, "loss_cls": 0.19042, "acc": 93.35156, "loss_bbox": 0.22314, "loss_mask": 0.23317, "loss": 0.71392, "time": 0.68786} {"mode": "train", "epoch": 11, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.01443, "loss_rpn_cls": 0.02851, "loss_rpn_bbox": 0.03143, "loss_cls": 0.18156, "acc": 93.7041, "loss_bbox": 0.20573, "loss_mask": 0.22667, "loss": 0.67389, "time": 0.67467} {"mode": "train", "epoch": 11, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.01391, "loss_rpn_cls": 0.02741, "loss_rpn_bbox": 0.03353, "loss_cls": 0.18272, "acc": 93.62183, "loss_bbox": 0.21523, "loss_mask": 0.21977, "loss": 0.67865, "time": 0.67027} {"mode": "train", "epoch": 11, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.01805, "loss_rpn_cls": 0.02716, "loss_rpn_bbox": 0.03298, "loss_cls": 0.18583, "acc": 93.53418, "loss_bbox": 0.21969, "loss_mask": 0.22716, "loss": 0.69282, "time": 0.69018} {"mode": "train", "epoch": 11, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.01869, "loss_rpn_cls": 0.0282, "loss_rpn_bbox": 0.03578, "loss_cls": 0.1973, "acc": 93.19214, "loss_bbox": 0.22499, "loss_mask": 0.22579, "loss": 0.71207, "time": 0.6761} {"mode": "train", "epoch": 11, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01595, "loss_rpn_cls": 0.03082, "loss_rpn_bbox": 0.03529, "loss_cls": 0.19396, "acc": 93.21924, "loss_bbox": 0.23028, "loss_mask": 0.2325, "loss": 0.72284, "time": 0.66791} {"mode": "train", "epoch": 11, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.01688, "loss_rpn_cls": 0.02867, "loss_rpn_bbox": 0.03517, "loss_cls": 0.19923, "acc": 93.19971, "loss_bbox": 0.21751, "loss_mask": 0.22433, "loss": 0.70491, "time": 0.67131} {"mode": "train", "epoch": 11, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.01566, "loss_rpn_cls": 0.02628, "loss_rpn_bbox": 0.03443, "loss_cls": 0.19239, "acc": 93.20386, "loss_bbox": 0.22495, "loss_mask": 0.23246, "loss": 0.71051, "time": 0.66883} {"mode": "train", "epoch": 11, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.0198, "loss_rpn_cls": 0.0292, "loss_rpn_bbox": 0.03614, "loss_cls": 0.18768, "acc": 93.38916, "loss_bbox": 0.21918, "loss_mask": 0.23376, "loss": 0.70595, "time": 0.66283} {"mode": "train", "epoch": 11, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.01685, "loss_rpn_cls": 0.03032, "loss_rpn_bbox": 0.03365, "loss_cls": 0.18444, "acc": 93.53589, "loss_bbox": 0.21876, "loss_mask": 0.22631, "loss": 0.69349, "time": 0.66235} {"mode": "train", "epoch": 11, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.01899, "loss_rpn_cls": 0.03235, "loss_rpn_bbox": 0.03759, "loss_cls": 0.19748, "acc": 93.09497, "loss_bbox": 0.22577, "loss_mask": 0.23271, "loss": 0.72591, "time": 0.68167} {"mode": "train", "epoch": 11, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.01614, "loss_rpn_cls": 0.03113, "loss_rpn_bbox": 0.03608, "loss_cls": 0.18529, "acc": 93.55786, "loss_bbox": 0.22205, "loss_mask": 0.2302, "loss": 0.70474, "time": 0.67259} {"mode": "train", "epoch": 11, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.01729, "loss_rpn_cls": 0.03248, "loss_rpn_bbox": 0.03497, "loss_cls": 0.19369, "acc": 93.31909, "loss_bbox": 0.22043, "loss_mask": 0.23208, "loss": 0.71366, "time": 0.67288} {"mode": "train", "epoch": 11, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.01895, "loss_rpn_cls": 0.02853, "loss_rpn_bbox": 0.03652, "loss_cls": 0.18921, "acc": 93.36133, "loss_bbox": 0.22506, "loss_mask": 0.23306, "loss": 0.71239, "time": 0.66884} {"mode": "train", "epoch": 11, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.01617, "loss_rpn_cls": 0.02848, "loss_rpn_bbox": 0.03244, "loss_cls": 0.18279, "acc": 93.60449, "loss_bbox": 0.20742, "loss_mask": 0.22706, "loss": 0.67819, "time": 0.66998} {"mode": "train", "epoch": 11, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01689, "loss_rpn_cls": 0.02874, "loss_rpn_bbox": 0.03414, "loss_cls": 0.19106, "acc": 93.37329, "loss_bbox": 0.21763, "loss_mask": 0.22897, "loss": 0.70053, "time": 0.66491} {"mode": "train", "epoch": 11, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.01777, "loss_rpn_cls": 0.03003, "loss_rpn_bbox": 0.03608, "loss_cls": 0.18214, "acc": 93.55396, "loss_bbox": 0.21474, "loss_mask": 0.23276, "loss": 0.69575, "time": 0.6677} {"mode": "train", "epoch": 11, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.01631, "loss_rpn_cls": 0.02721, "loss_rpn_bbox": 0.03336, "loss_cls": 0.18915, "acc": 93.46411, "loss_bbox": 0.21545, "loss_mask": 0.23211, "loss": 0.69729, "time": 0.66951} {"mode": "train", "epoch": 11, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.01535, "loss_rpn_cls": 0.02886, "loss_rpn_bbox": 0.03398, "loss_cls": 0.19064, "acc": 93.45068, "loss_bbox": 0.2105, "loss_mask": 0.22666, "loss": 0.69063, "time": 0.66948} {"mode": "train", "epoch": 11, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.01792, "loss_rpn_cls": 0.02766, "loss_rpn_bbox": 0.03543, "loss_cls": 0.1863, "acc": 93.46899, "loss_bbox": 0.21878, "loss_mask": 0.22719, "loss": 0.69535, "time": 0.66803} {"mode": "train", "epoch": 11, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.01703, "loss_rpn_cls": 0.02635, "loss_rpn_bbox": 0.03039, "loss_cls": 0.17949, "acc": 93.75708, "loss_bbox": 0.20643, "loss_mask": 0.2249, "loss": 0.66757, "time": 0.65383} {"mode": "train", "epoch": 11, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01694, "loss_rpn_cls": 0.0277, "loss_rpn_bbox": 0.03444, "loss_cls": 0.19279, "acc": 93.2395, "loss_bbox": 0.22022, "loss_mask": 0.22743, "loss": 0.70259, "time": 0.66523} {"mode": "train", "epoch": 11, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01733, "loss_rpn_cls": 0.03021, "loss_rpn_bbox": 0.03536, "loss_cls": 0.19528, "acc": 93.12915, "loss_bbox": 0.22815, "loss_mask": 0.22963, "loss": 0.71865, "time": 0.6773} {"mode": "train", "epoch": 11, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.01883, "loss_rpn_cls": 0.03207, "loss_rpn_bbox": 0.03346, "loss_cls": 0.18375, "acc": 93.64868, "loss_bbox": 0.21523, "loss_mask": 0.22832, "loss": 0.69283, "time": 0.67658} {"mode": "train", "epoch": 11, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.01466, "loss_rpn_cls": 0.02783, "loss_rpn_bbox": 0.03466, "loss_cls": 0.19157, "acc": 93.41333, "loss_bbox": 0.21838, "loss_mask": 0.22401, "loss": 0.69644, "time": 0.67397} {"mode": "train", "epoch": 11, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.01635, "loss_rpn_cls": 0.03012, "loss_rpn_bbox": 0.03656, "loss_cls": 0.20237, "acc": 93.06763, "loss_bbox": 0.22489, "loss_mask": 0.23233, "loss": 0.72627, "time": 0.68202} {"mode": "train", "epoch": 11, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.01994, "loss_rpn_cls": 0.0279, "loss_rpn_bbox": 0.03355, "loss_cls": 0.18743, "acc": 93.42261, "loss_bbox": 0.21707, "loss_mask": 0.22786, "loss": 0.6938, "time": 0.66332} {"mode": "train", "epoch": 11, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.01874, "loss_rpn_cls": 0.02728, "loss_rpn_bbox": 0.0354, "loss_cls": 0.19394, "acc": 93.25952, "loss_bbox": 0.22196, "loss_mask": 0.2274, "loss": 0.70597, "time": 0.66009} {"mode": "train", "epoch": 11, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.01913, "loss_rpn_cls": 0.02869, "loss_rpn_bbox": 0.03334, "loss_cls": 0.18736, "acc": 93.53613, "loss_bbox": 0.21801, "loss_mask": 0.22194, "loss": 0.68935, "time": 0.66548} {"mode": "train", "epoch": 11, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.01849, "loss_rpn_cls": 0.0288, "loss_rpn_bbox": 0.03283, "loss_cls": 0.19089, "acc": 93.34521, "loss_bbox": 0.21794, "loss_mask": 0.22791, "loss": 0.69837, "time": 0.67314} {"mode": "train", "epoch": 11, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.01765, "loss_rpn_cls": 0.02834, "loss_rpn_bbox": 0.03414, "loss_cls": 0.19757, "acc": 93.16577, "loss_bbox": 0.22526, "loss_mask": 0.22845, "loss": 0.71376, "time": 0.67574} {"mode": "train", "epoch": 11, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.01579, "loss_rpn_cls": 0.02816, "loss_rpn_bbox": 0.03404, "loss_cls": 0.18546, "acc": 93.53174, "loss_bbox": 0.21313, "loss_mask": 0.22934, "loss": 0.69012, "time": 0.67291} {"mode": "train", "epoch": 11, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.01709, "loss_rpn_cls": 0.02651, "loss_rpn_bbox": 0.03321, "loss_cls": 0.18478, "acc": 93.65552, "loss_bbox": 0.20759, "loss_mask": 0.22279, "loss": 0.67489, "time": 0.66595} {"mode": "train", "epoch": 11, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.01741, "loss_rpn_cls": 0.02902, "loss_rpn_bbox": 0.03367, "loss_cls": 0.19, "acc": 93.37988, "loss_bbox": 0.21951, "loss_mask": 0.23286, "loss": 0.70506, "time": 0.66923} {"mode": "train", "epoch": 11, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.01878, "loss_rpn_cls": 0.02771, "loss_rpn_bbox": 0.03461, "loss_cls": 0.18944, "acc": 93.35254, "loss_bbox": 0.22045, "loss_mask": 0.22952, "loss": 0.70174, "time": 0.66923} {"mode": "train", "epoch": 11, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.01626, "loss_rpn_cls": 0.03, "loss_rpn_bbox": 0.03666, "loss_cls": 0.19363, "acc": 93.16504, "loss_bbox": 0.22202, "loss_mask": 0.22841, "loss": 0.71072, "time": 0.669} {"mode": "train", "epoch": 11, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.01653, "loss_rpn_cls": 0.03248, "loss_rpn_bbox": 0.03367, "loss_cls": 0.18249, "acc": 93.62256, "loss_bbox": 0.21384, "loss_mask": 0.22698, "loss": 0.68946, "time": 0.66392} {"mode": "train", "epoch": 11, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.0187, "loss_rpn_cls": 0.03294, "loss_rpn_bbox": 0.03518, "loss_cls": 0.19412, "acc": 93.2312, "loss_bbox": 0.22392, "loss_mask": 0.22947, "loss": 0.71563, "time": 0.67158} {"mode": "train", "epoch": 11, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.01807, "loss_rpn_cls": 0.0307, "loss_rpn_bbox": 0.0354, "loss_cls": 0.1883, "acc": 93.44727, "loss_bbox": 0.21925, "loss_mask": 0.23048, "loss": 0.70413, "time": 0.67807} {"mode": "train", "epoch": 11, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.02041, "loss_rpn_cls": 0.02805, "loss_rpn_bbox": 0.03507, "loss_cls": 0.18988, "acc": 93.37134, "loss_bbox": 0.22393, "loss_mask": 0.23846, "loss": 0.71538, "time": 0.67451} {"mode": "train", "epoch": 11, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.01779, "loss_rpn_cls": 0.02671, "loss_rpn_bbox": 0.03312, "loss_cls": 0.18202, "acc": 93.604, "loss_bbox": 0.21268, "loss_mask": 0.22401, "loss": 0.67855, "time": 0.65983} {"mode": "train", "epoch": 11, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.01569, "loss_rpn_cls": 0.0288, "loss_rpn_bbox": 0.03337, "loss_cls": 0.19232, "acc": 93.47095, "loss_bbox": 0.21602, "loss_mask": 0.2301, "loss": 0.70061, "time": 0.66819} {"mode": "train", "epoch": 11, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.01685, "loss_rpn_cls": 0.02748, "loss_rpn_bbox": 0.03403, "loss_cls": 0.19585, "acc": 93.354, "loss_bbox": 0.21882, "loss_mask": 0.2233, "loss": 0.69948, "time": 0.65952} {"mode": "train", "epoch": 11, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.01756, "loss_rpn_cls": 0.03195, "loss_rpn_bbox": 0.03721, "loss_cls": 0.20301, "acc": 92.95435, "loss_bbox": 0.23073, "loss_mask": 0.23481, "loss": 0.73771, "time": 0.6677} {"mode": "train", "epoch": 11, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.01768, "loss_rpn_cls": 0.02648, "loss_rpn_bbox": 0.03312, "loss_cls": 0.19251, "acc": 93.33252, "loss_bbox": 0.22039, "loss_mask": 0.23347, "loss": 0.70597, "time": 0.67945} {"mode": "train", "epoch": 11, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.01658, "loss_rpn_cls": 0.02829, "loss_rpn_bbox": 0.03288, "loss_cls": 0.19086, "acc": 93.47314, "loss_bbox": 0.21489, "loss_mask": 0.22572, "loss": 0.69265, "time": 0.65737} {"mode": "train", "epoch": 11, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.01976, "loss_rpn_cls": 0.02707, "loss_rpn_bbox": 0.03417, "loss_cls": 0.18864, "acc": 93.44531, "loss_bbox": 0.21765, "loss_mask": 0.22902, "loss": 0.69654, "time": 0.66397} {"mode": "train", "epoch": 11, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.01887, "loss_rpn_cls": 0.03059, "loss_rpn_bbox": 0.03605, "loss_cls": 0.19974, "acc": 93.08936, "loss_bbox": 0.22787, "loss_mask": 0.23033, "loss": 0.72458, "time": 0.67902} {"mode": "train", "epoch": 11, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.01772, "loss_rpn_cls": 0.02963, "loss_rpn_bbox": 0.03395, "loss_cls": 0.19666, "acc": 93.26416, "loss_bbox": 0.22448, "loss_mask": 0.22971, "loss": 0.71443, "time": 0.66771} {"mode": "train", "epoch": 11, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.0162, "loss_rpn_cls": 0.02658, "loss_rpn_bbox": 0.03337, "loss_cls": 0.19376, "acc": 93.28516, "loss_bbox": 0.22005, "loss_mask": 0.23095, "loss": 0.7047, "time": 0.67304} {"mode": "train", "epoch": 11, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.01761, "loss_rpn_cls": 0.028, "loss_rpn_bbox": 0.03408, "loss_cls": 0.1933, "acc": 93.2334, "loss_bbox": 0.22067, "loss_mask": 0.22586, "loss": 0.70191, "time": 0.67557} {"mode": "train", "epoch": 11, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.01492, "loss_rpn_cls": 0.0281, "loss_rpn_bbox": 0.03283, "loss_cls": 0.19135, "acc": 93.33203, "loss_bbox": 0.21743, "loss_mask": 0.22804, "loss": 0.69775, "time": 0.6615} {"mode": "train", "epoch": 11, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.01708, "loss_rpn_cls": 0.03035, "loss_rpn_bbox": 0.03553, "loss_cls": 0.19805, "acc": 93.13965, "loss_bbox": 0.22867, "loss_mask": 0.23107, "loss": 0.72367, "time": 0.67991} {"mode": "train", "epoch": 11, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.01657, "loss_rpn_cls": 0.02835, "loss_rpn_bbox": 0.03478, "loss_cls": 0.19065, "acc": 93.27881, "loss_bbox": 0.22758, "loss_mask": 0.22899, "loss": 0.71035, "time": 0.66758} {"mode": "train", "epoch": 11, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.01723, "loss_rpn_cls": 0.03139, "loss_rpn_bbox": 0.03611, "loss_cls": 0.19693, "acc": 93.08179, "loss_bbox": 0.22579, "loss_mask": 0.2352, "loss": 0.72541, "time": 0.68926} {"mode": "train", "epoch": 11, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.01691, "loss_rpn_cls": 0.02593, "loss_rpn_bbox": 0.03313, "loss_cls": 0.19494, "acc": 93.32056, "loss_bbox": 0.2184, "loss_mask": 0.22857, "loss": 0.70097, "time": 0.66242} {"mode": "train", "epoch": 11, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.01634, "loss_rpn_cls": 0.03071, "loss_rpn_bbox": 0.03428, "loss_cls": 0.19134, "acc": 93.41016, "loss_bbox": 0.22108, "loss_mask": 0.22002, "loss": 0.69742, "time": 0.68109} {"mode": "train", "epoch": 11, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.01791, "loss_rpn_cls": 0.03083, "loss_rpn_bbox": 0.03443, "loss_cls": 0.19056, "acc": 93.39868, "loss_bbox": 0.21384, "loss_mask": 0.22811, "loss": 0.69777, "time": 0.66593} {"mode": "train", "epoch": 11, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01925, "loss_rpn_cls": 0.02763, "loss_rpn_bbox": 0.03504, "loss_cls": 0.19066, "acc": 93.37354, "loss_bbox": 0.21625, "loss_mask": 0.22874, "loss": 0.69832, "time": 0.6629} {"mode": "train", "epoch": 11, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.01642, "loss_rpn_cls": 0.02612, "loss_rpn_bbox": 0.03143, "loss_cls": 0.19141, "acc": 93.46631, "loss_bbox": 0.2131, "loss_mask": 0.22553, "loss": 0.68758, "time": 0.66899} {"mode": "train", "epoch": 11, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01929, "loss_rpn_cls": 0.0291, "loss_rpn_bbox": 0.0339, "loss_cls": 0.18887, "acc": 93.47339, "loss_bbox": 0.21851, "loss_mask": 0.22804, "loss": 0.69841, "time": 0.68996} {"mode": "train", "epoch": 11, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.01602, "loss_rpn_cls": 0.03085, "loss_rpn_bbox": 0.03653, "loss_cls": 0.19931, "acc": 93.11548, "loss_bbox": 0.2275, "loss_mask": 0.23218, "loss": 0.72637, "time": 0.68119} {"mode": "train", "epoch": 11, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.01645, "loss_rpn_cls": 0.02881, "loss_rpn_bbox": 0.03352, "loss_cls": 0.19017, "acc": 93.45532, "loss_bbox": 0.21816, "loss_mask": 0.22571, "loss": 0.69637, "time": 0.65911} {"mode": "train", "epoch": 11, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.01612, "loss_rpn_cls": 0.02441, "loss_rpn_bbox": 0.03189, "loss_cls": 0.18957, "acc": 93.34546, "loss_bbox": 0.21925, "loss_mask": 0.22659, "loss": 0.6917, "time": 0.66926} {"mode": "train", "epoch": 11, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.01904, "loss_rpn_cls": 0.03239, "loss_rpn_bbox": 0.03908, "loss_cls": 0.20687, "acc": 92.85669, "loss_bbox": 0.2336, "loss_mask": 0.23346, "loss": 0.7454, "time": 0.67821} {"mode": "train", "epoch": 11, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.01844, "loss_rpn_cls": 0.02676, "loss_rpn_bbox": 0.03382, "loss_cls": 0.18841, "acc": 93.43286, "loss_bbox": 0.21218, "loss_mask": 0.23044, "loss": 0.6916, "time": 0.67099} {"mode": "train", "epoch": 11, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.0163, "loss_rpn_cls": 0.02718, "loss_rpn_bbox": 0.03258, "loss_cls": 0.1915, "acc": 93.37988, "loss_bbox": 0.21997, "loss_mask": 0.22671, "loss": 0.69793, "time": 0.66629} {"mode": "train", "epoch": 11, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.01875, "loss_rpn_cls": 0.02913, "loss_rpn_bbox": 0.03416, "loss_cls": 0.19831, "acc": 93.30957, "loss_bbox": 0.21942, "loss_mask": 0.22301, "loss": 0.70404, "time": 0.67513} {"mode": "train", "epoch": 11, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.01644, "loss_rpn_cls": 0.029, "loss_rpn_bbox": 0.0352, "loss_cls": 0.1989, "acc": 93.02441, "loss_bbox": 0.22972, "loss_mask": 0.23, "loss": 0.72282, "time": 0.67742} {"mode": "train", "epoch": 11, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01475, "loss_rpn_cls": 0.02751, "loss_rpn_bbox": 0.03317, "loss_cls": 0.18738, "acc": 93.36353, "loss_bbox": 0.21864, "loss_mask": 0.22565, "loss": 0.69235, "time": 0.68091} {"mode": "train", "epoch": 11, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01663, "loss_rpn_cls": 0.03058, "loss_rpn_bbox": 0.03514, "loss_cls": 0.20337, "acc": 93.04321, "loss_bbox": 0.22634, "loss_mask": 0.23523, "loss": 0.73066, "time": 0.67393} {"mode": "train", "epoch": 11, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01665, "loss_rpn_cls": 0.02888, "loss_rpn_bbox": 0.03487, "loss_cls": 0.1886, "acc": 93.59204, "loss_bbox": 0.21174, "loss_mask": 0.22769, "loss": 0.69178, "time": 0.67033} {"mode": "train", "epoch": 11, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01768, "loss_rpn_cls": 0.03062, "loss_rpn_bbox": 0.03685, "loss_cls": 0.19408, "acc": 93.21533, "loss_bbox": 0.22714, "loss_mask": 0.23262, "loss": 0.72131, "time": 0.67066} {"mode": "train", "epoch": 11, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.01521, "loss_rpn_cls": 0.03155, "loss_rpn_bbox": 0.03724, "loss_cls": 0.20318, "acc": 92.9165, "loss_bbox": 0.23258, "loss_mask": 0.23636, "loss": 0.7409, "time": 0.6753} {"mode": "train", "epoch": 11, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.01916, "loss_rpn_cls": 0.0299, "loss_rpn_bbox": 0.03638, "loss_cls": 0.19526, "acc": 93.21387, "loss_bbox": 0.22516, "loss_mask": 0.24152, "loss": 0.72822, "time": 0.67673} {"mode": "train", "epoch": 11, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01817, "loss_rpn_cls": 0.02755, "loss_rpn_bbox": 0.0338, "loss_cls": 0.18904, "acc": 93.38525, "loss_bbox": 0.21509, "loss_mask": 0.22511, "loss": 0.69059, "time": 0.68509} {"mode": "train", "epoch": 11, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.01682, "loss_rpn_cls": 0.02472, "loss_rpn_bbox": 0.03145, "loss_cls": 0.16989, "acc": 94.04712, "loss_bbox": 0.19819, "loss_mask": 0.22391, "loss": 0.64816, "time": 0.67447} {"mode": "train", "epoch": 11, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.01652, "loss_rpn_cls": 0.02669, "loss_rpn_bbox": 0.03273, "loss_cls": 0.19548, "acc": 93.25928, "loss_bbox": 0.22081, "loss_mask": 0.23133, "loss": 0.70705, "time": 0.66603} {"mode": "train", "epoch": 11, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.0193, "loss_rpn_cls": 0.02879, "loss_rpn_bbox": 0.03464, "loss_cls": 0.19469, "acc": 93.19067, "loss_bbox": 0.22416, "loss_mask": 0.22962, "loss": 0.71189, "time": 0.67567} {"mode": "train", "epoch": 11, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.01886, "loss_rpn_cls": 0.02591, "loss_rpn_bbox": 0.03216, "loss_cls": 0.18492, "acc": 93.61133, "loss_bbox": 0.21532, "loss_mask": 0.22164, "loss": 0.67996, "time": 0.67808} {"mode": "train", "epoch": 11, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01639, "loss_rpn_cls": 0.02787, "loss_rpn_bbox": 0.03468, "loss_cls": 0.19519, "acc": 93.15259, "loss_bbox": 0.22575, "loss_mask": 0.23129, "loss": 0.71477, "time": 0.67612} {"mode": "train", "epoch": 11, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.01583, "loss_rpn_cls": 0.03101, "loss_rpn_bbox": 0.03418, "loss_cls": 0.20179, "acc": 93.17358, "loss_bbox": 0.2268, "loss_mask": 0.23837, "loss": 0.73215, "time": 0.67895} {"mode": "train", "epoch": 11, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.01801, "loss_rpn_cls": 0.02933, "loss_rpn_bbox": 0.03655, "loss_cls": 0.1875, "acc": 93.3877, "loss_bbox": 0.21899, "loss_mask": 0.22666, "loss": 0.69903, "time": 0.66766} {"mode": "train", "epoch": 11, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.01764, "loss_rpn_cls": 0.03104, "loss_rpn_bbox": 0.03558, "loss_cls": 0.18508, "acc": 93.62671, "loss_bbox": 0.21441, "loss_mask": 0.22572, "loss": 0.69183, "time": 0.67935} {"mode": "train", "epoch": 11, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01836, "loss_rpn_cls": 0.02868, "loss_rpn_bbox": 0.03335, "loss_cls": 0.19398, "acc": 93.35938, "loss_bbox": 0.21731, "loss_mask": 0.2277, "loss": 0.70102, "time": 0.6745} {"mode": "train", "epoch": 11, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01734, "loss_rpn_cls": 0.0305, "loss_rpn_bbox": 0.03562, "loss_cls": 0.18695, "acc": 93.55981, "loss_bbox": 0.21683, "loss_mask": 0.22719, "loss": 0.69709, "time": 0.6632} {"mode": "train", "epoch": 11, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.01669, "loss_rpn_cls": 0.02696, "loss_rpn_bbox": 0.03363, "loss_cls": 0.18523, "acc": 93.66504, "loss_bbox": 0.21189, "loss_mask": 0.22095, "loss": 0.67865, "time": 0.67153} {"mode": "train", "epoch": 11, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.01792, "loss_rpn_cls": 0.0305, "loss_rpn_bbox": 0.03552, "loss_cls": 0.18503, "acc": 93.54419, "loss_bbox": 0.21752, "loss_mask": 0.22827, "loss": 0.69685, "time": 0.67059} {"mode": "train", "epoch": 11, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.0173, "loss_rpn_cls": 0.03242, "loss_rpn_bbox": 0.03562, "loss_cls": 0.19211, "acc": 93.39233, "loss_bbox": 0.21307, "loss_mask": 0.22031, "loss": 0.69353, "time": 0.67457} {"mode": "train", "epoch": 11, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01529, "loss_rpn_cls": 0.0284, "loss_rpn_bbox": 0.03537, "loss_cls": 0.19052, "acc": 93.39575, "loss_bbox": 0.21517, "loss_mask": 0.23036, "loss": 0.69982, "time": 0.66892} {"mode": "train", "epoch": 11, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.01632, "loss_rpn_cls": 0.03033, "loss_rpn_bbox": 0.03665, "loss_cls": 0.20101, "acc": 92.85059, "loss_bbox": 0.23478, "loss_mask": 0.23183, "loss": 0.7346, "time": 0.67414} {"mode": "train", "epoch": 11, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01702, "loss_rpn_cls": 0.02934, "loss_rpn_bbox": 0.03356, "loss_cls": 0.19284, "acc": 93.25537, "loss_bbox": 0.22304, "loss_mask": 0.231, "loss": 0.70979, "time": 0.66304} {"mode": "train", "epoch": 11, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.01684, "loss_rpn_cls": 0.03099, "loss_rpn_bbox": 0.03347, "loss_cls": 0.18831, "acc": 93.48462, "loss_bbox": 0.21071, "loss_mask": 0.22746, "loss": 0.69094, "time": 0.67729} {"mode": "train", "epoch": 11, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.01574, "loss_rpn_cls": 0.03022, "loss_rpn_bbox": 0.0363, "loss_cls": 0.19441, "acc": 93.29443, "loss_bbox": 0.21929, "loss_mask": 0.23257, "loss": 0.71278, "time": 0.66884} {"mode": "train", "epoch": 11, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.01858, "loss_rpn_cls": 0.03093, "loss_rpn_bbox": 0.03673, "loss_cls": 0.20037, "acc": 93.05713, "loss_bbox": 0.2233, "loss_mask": 0.22869, "loss": 0.72001, "time": 0.68026} {"mode": "train", "epoch": 11, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.01707, "loss_rpn_cls": 0.02888, "loss_rpn_bbox": 0.03398, "loss_cls": 0.18316, "acc": 93.55859, "loss_bbox": 0.209, "loss_mask": 0.22335, "loss": 0.67837, "time": 0.67315} {"mode": "train", "epoch": 11, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.01576, "loss_rpn_cls": 0.02546, "loss_rpn_bbox": 0.03206, "loss_cls": 0.18363, "acc": 93.59692, "loss_bbox": 0.21429, "loss_mask": 0.2294, "loss": 0.68484, "time": 0.67238} {"mode": "train", "epoch": 11, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.01609, "loss_rpn_cls": 0.02777, "loss_rpn_bbox": 0.03537, "loss_cls": 0.19237, "acc": 93.21875, "loss_bbox": 0.22476, "loss_mask": 0.23142, "loss": 0.71169, "time": 0.67739} {"mode": "train", "epoch": 11, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.01614, "loss_rpn_cls": 0.03058, "loss_rpn_bbox": 0.03687, "loss_cls": 0.19272, "acc": 93.18408, "loss_bbox": 0.22715, "loss_mask": 0.23569, "loss": 0.72302, "time": 0.66853} {"mode": "train", "epoch": 11, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.01773, "loss_rpn_cls": 0.02626, "loss_rpn_bbox": 0.03445, "loss_cls": 0.18955, "acc": 93.50781, "loss_bbox": 0.21809, "loss_mask": 0.23162, "loss": 0.69995, "time": 0.67188} {"mode": "train", "epoch": 11, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.01679, "loss_rpn_cls": 0.029, "loss_rpn_bbox": 0.03501, "loss_cls": 0.18423, "acc": 93.4165, "loss_bbox": 0.21945, "loss_mask": 0.23022, "loss": 0.69791, "time": 0.6754} {"mode": "train", "epoch": 11, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.01752, "loss_rpn_cls": 0.02943, "loss_rpn_bbox": 0.03352, "loss_cls": 0.18719, "acc": 93.42969, "loss_bbox": 0.21188, "loss_mask": 0.22448, "loss": 0.6865, "time": 0.669} {"mode": "train", "epoch": 11, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.01909, "loss_rpn_cls": 0.02946, "loss_rpn_bbox": 0.03578, "loss_cls": 0.19543, "acc": 93.23462, "loss_bbox": 0.22022, "loss_mask": 0.23137, "loss": 0.71226, "time": 0.68616} {"mode": "train", "epoch": 11, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.01721, "loss_rpn_cls": 0.02665, "loss_rpn_bbox": 0.03392, "loss_cls": 0.18629, "acc": 93.4751, "loss_bbox": 0.21556, "loss_mask": 0.22628, "loss": 0.6887, "time": 0.67066} {"mode": "train", "epoch": 11, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.0163, "loss_rpn_cls": 0.029, "loss_rpn_bbox": 0.03307, "loss_cls": 0.18001, "acc": 93.76123, "loss_bbox": 0.20896, "loss_mask": 0.22918, "loss": 0.68021, "time": 0.6607} {"mode": "train", "epoch": 11, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.01847, "loss_rpn_cls": 0.02684, "loss_rpn_bbox": 0.03318, "loss_cls": 0.17899, "acc": 93.64209, "loss_bbox": 0.21428, "loss_mask": 0.2273, "loss": 0.68058, "time": 0.66169} {"mode": "train", "epoch": 11, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.01907, "loss_rpn_cls": 0.02752, "loss_rpn_bbox": 0.0344, "loss_cls": 0.1883, "acc": 93.44897, "loss_bbox": 0.21944, "loss_mask": 0.22785, "loss": 0.69751, "time": 0.66906} {"mode": "train", "epoch": 11, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.01737, "loss_rpn_cls": 0.02669, "loss_rpn_bbox": 0.03389, "loss_cls": 0.19387, "acc": 93.2915, "loss_bbox": 0.2188, "loss_mask": 0.23181, "loss": 0.70505, "time": 0.6797} {"mode": "train", "epoch": 11, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.01897, "loss_rpn_cls": 0.02927, "loss_rpn_bbox": 0.03483, "loss_cls": 0.1899, "acc": 93.46167, "loss_bbox": 0.21596, "loss_mask": 0.22842, "loss": 0.69837, "time": 0.67161} {"mode": "train", "epoch": 11, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.0192, "loss_rpn_cls": 0.03112, "loss_rpn_bbox": 0.03675, "loss_cls": 0.19669, "acc": 93.1814, "loss_bbox": 0.2237, "loss_mask": 0.23508, "loss": 0.72335, "time": 0.67865} {"mode": "train", "epoch": 11, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.01761, "loss_rpn_cls": 0.03146, "loss_rpn_bbox": 0.03655, "loss_cls": 0.19431, "acc": 93.13574, "loss_bbox": 0.22287, "loss_mask": 0.23297, "loss": 0.71814, "time": 0.66371} {"mode": "train", "epoch": 11, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.01681, "loss_rpn_cls": 0.03097, "loss_rpn_bbox": 0.03469, "loss_cls": 0.20148, "acc": 93.08789, "loss_bbox": 0.23117, "loss_mask": 0.2312, "loss": 0.7295, "time": 0.6771} {"mode": "train", "epoch": 11, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.01678, "loss_rpn_cls": 0.03257, "loss_rpn_bbox": 0.03659, "loss_cls": 0.19651, "acc": 93.15918, "loss_bbox": 0.21951, "loss_mask": 0.23217, "loss": 0.71734, "time": 0.66543} {"mode": "train", "epoch": 11, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.01688, "loss_rpn_cls": 0.02719, "loss_rpn_bbox": 0.03396, "loss_cls": 0.18755, "acc": 93.50806, "loss_bbox": 0.218, "loss_mask": 0.22655, "loss": 0.69325, "time": 0.66041} {"mode": "train", "epoch": 11, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.017, "loss_rpn_cls": 0.0274, "loss_rpn_bbox": 0.03368, "loss_cls": 0.19718, "acc": 93.1626, "loss_bbox": 0.22482, "loss_mask": 0.23267, "loss": 0.71574, "time": 0.67443} {"mode": "train", "epoch": 11, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.01691, "loss_rpn_cls": 0.02802, "loss_rpn_bbox": 0.03269, "loss_cls": 0.17965, "acc": 93.71021, "loss_bbox": 0.2106, "loss_mask": 0.22028, "loss": 0.67123, "time": 0.67491} {"mode": "train", "epoch": 11, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01923, "loss_rpn_cls": 0.02878, "loss_rpn_bbox": 0.03474, "loss_cls": 0.19897, "acc": 93.07568, "loss_bbox": 0.22493, "loss_mask": 0.2318, "loss": 0.71922, "time": 0.66913} {"mode": "train", "epoch": 11, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.01505, "loss_rpn_cls": 0.02853, "loss_rpn_bbox": 0.03257, "loss_cls": 0.18278, "acc": 93.79321, "loss_bbox": 0.20185, "loss_mask": 0.22873, "loss": 0.67446, "time": 0.66569} {"mode": "train", "epoch": 11, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.01763, "loss_rpn_cls": 0.02963, "loss_rpn_bbox": 0.03532, "loss_cls": 0.17482, "acc": 93.89453, "loss_bbox": 0.20336, "loss_mask": 0.22553, "loss": 0.66866, "time": 0.677} {"mode": "train", "epoch": 11, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.01813, "loss_rpn_cls": 0.03191, "loss_rpn_bbox": 0.03462, "loss_cls": 0.18606, "acc": 93.60571, "loss_bbox": 0.21275, "loss_mask": 0.22214, "loss": 0.68748, "time": 0.67415} {"mode": "train", "epoch": 11, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01599, "loss_rpn_cls": 0.02831, "loss_rpn_bbox": 0.03621, "loss_cls": 0.19894, "acc": 92.95972, "loss_bbox": 0.22968, "loss_mask": 0.23308, "loss": 0.72621, "time": 0.66604} {"mode": "train", "epoch": 11, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.0183, "loss_rpn_cls": 0.02866, "loss_rpn_bbox": 0.0336, "loss_cls": 0.18238, "acc": 93.60425, "loss_bbox": 0.21178, "loss_mask": 0.22882, "loss": 0.68524, "time": 0.67029} {"mode": "train", "epoch": 11, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.01649, "loss_rpn_cls": 0.02971, "loss_rpn_bbox": 0.0349, "loss_cls": 0.1882, "acc": 93.50122, "loss_bbox": 0.21136, "loss_mask": 0.22245, "loss": 0.68662, "time": 0.67555} {"mode": "train", "epoch": 11, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01579, "loss_rpn_cls": 0.02827, "loss_rpn_bbox": 0.03466, "loss_cls": 0.19447, "acc": 93.28394, "loss_bbox": 0.22131, "loss_mask": 0.22815, "loss": 0.70685, "time": 0.67195} {"mode": "train", "epoch": 11, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.01556, "loss_rpn_cls": 0.02699, "loss_rpn_bbox": 0.03262, "loss_cls": 0.18661, "acc": 93.48486, "loss_bbox": 0.22357, "loss_mask": 0.23121, "loss": 0.701, "time": 0.6776} {"mode": "train", "epoch": 11, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.01632, "loss_rpn_cls": 0.02681, "loss_rpn_bbox": 0.03208, "loss_cls": 0.18771, "acc": 93.49048, "loss_bbox": 0.21421, "loss_mask": 0.22997, "loss": 0.69078, "time": 0.66496} {"mode": "train", "epoch": 11, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.01808, "loss_rpn_cls": 0.02838, "loss_rpn_bbox": 0.03587, "loss_cls": 0.19433, "acc": 93.20142, "loss_bbox": 0.22662, "loss_mask": 0.23081, "loss": 0.71601, "time": 0.66401} {"mode": "train", "epoch": 11, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.02151, "loss_rpn_cls": 0.02871, "loss_rpn_bbox": 0.03548, "loss_cls": 0.19292, "acc": 93.22461, "loss_bbox": 0.22611, "loss_mask": 0.22632, "loss": 0.70954, "time": 0.67168} {"mode": "train", "epoch": 11, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.01757, "loss_rpn_cls": 0.0294, "loss_rpn_bbox": 0.03338, "loss_cls": 0.18944, "acc": 93.33203, "loss_bbox": 0.21927, "loss_mask": 0.22747, "loss": 0.69897, "time": 0.66405} {"mode": "train", "epoch": 11, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.01945, "loss_rpn_cls": 0.02971, "loss_rpn_bbox": 0.03338, "loss_cls": 0.19191, "acc": 93.25342, "loss_bbox": 0.21982, "loss_mask": 0.22699, "loss": 0.70181, "time": 0.66185} {"mode": "train", "epoch": 11, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01791, "loss_rpn_cls": 0.0266, "loss_rpn_bbox": 0.03553, "loss_cls": 0.18723, "acc": 93.50903, "loss_bbox": 0.21359, "loss_mask": 0.22371, "loss": 0.68666, "time": 0.66816} {"mode": "train", "epoch": 11, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01857, "loss_rpn_cls": 0.03024, "loss_rpn_bbox": 0.03516, "loss_cls": 0.18173, "acc": 93.6394, "loss_bbox": 0.21188, "loss_mask": 0.23153, "loss": 0.69056, "time": 0.67561} {"mode": "train", "epoch": 11, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.01891, "loss_rpn_cls": 0.02799, "loss_rpn_bbox": 0.03468, "loss_cls": 0.19523, "acc": 93.41357, "loss_bbox": 0.21427, "loss_mask": 0.22596, "loss": 0.69813, "time": 0.67283} {"mode": "train", "epoch": 11, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.01863, "loss_rpn_cls": 0.02796, "loss_rpn_bbox": 0.0341, "loss_cls": 0.17829, "acc": 93.76074, "loss_bbox": 0.21091, "loss_mask": 0.22876, "loss": 0.68001, "time": 0.67419} {"mode": "train", "epoch": 11, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.0183, "loss_rpn_cls": 0.0267, "loss_rpn_bbox": 0.03178, "loss_cls": 0.18753, "acc": 93.6604, "loss_bbox": 0.20855, "loss_mask": 0.22517, "loss": 0.67974, "time": 0.68727} {"mode": "train", "epoch": 11, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.02021, "loss_rpn_cls": 0.02913, "loss_rpn_bbox": 0.03578, "loss_cls": 0.17793, "acc": 93.86426, "loss_bbox": 0.20531, "loss_mask": 0.22149, "loss": 0.66964, "time": 0.66969} {"mode": "train", "epoch": 11, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.01755, "loss_rpn_cls": 0.02986, "loss_rpn_bbox": 0.03652, "loss_cls": 0.19426, "acc": 93.05396, "loss_bbox": 0.2261, "loss_mask": 0.23919, "loss": 0.72593, "time": 0.68618} {"mode": "train", "epoch": 11, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.01634, "loss_rpn_cls": 0.03028, "loss_rpn_bbox": 0.03469, "loss_cls": 0.19552, "acc": 93.26807, "loss_bbox": 0.22167, "loss_mask": 0.23213, "loss": 0.7143, "time": 0.67141} {"mode": "train", "epoch": 11, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.01522, "loss_rpn_cls": 0.0278, "loss_rpn_bbox": 0.03259, "loss_cls": 0.18409, "acc": 93.56763, "loss_bbox": 0.21129, "loss_mask": 0.22336, "loss": 0.67914, "time": 0.65627} {"mode": "train", "epoch": 11, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01582, "loss_rpn_cls": 0.0244, "loss_rpn_bbox": 0.03296, "loss_cls": 0.18391, "acc": 93.50732, "loss_bbox": 0.21437, "loss_mask": 0.22923, "loss": 0.68488, "time": 0.66431} {"mode": "train", "epoch": 11, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01739, "loss_rpn_cls": 0.02899, "loss_rpn_bbox": 0.03522, "loss_cls": 0.19601, "acc": 93.16992, "loss_bbox": 0.22465, "loss_mask": 0.23161, "loss": 0.71648, "time": 0.67262} {"mode": "val", "epoch": 11, "iter": 625, "lr": 0.0, "bbox_mAP": 0.4861, "bbox_mAP_50": 0.7145, "bbox_mAP_75": 0.5392, "bbox_mAP_s": 0.3371, "bbox_mAP_m": 0.5281, "bbox_mAP_l": 0.6157, "bbox_mAP_copypaste": "0.4861 0.7145 0.5392 0.3371 0.5281 0.6157", "segm_mAP": 0.4352, "segm_mAP_50": 0.6835, "segm_mAP_75": 0.47, "segm_mAP_s": 0.2442, "segm_mAP_m": 0.4769, "segm_mAP_l": 0.6248, "segm_mAP_copypaste": "0.4352 0.6835 0.4700 0.2442 0.4769 0.6248"} {"mode": "train", "epoch": 12, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.71294, "loss_rpn_cls": 0.02457, "loss_rpn_bbox": 0.032, "loss_cls": 0.18235, "acc": 93.69556, "loss_bbox": 0.21398, "loss_mask": 0.22179, "loss": 0.67469, "time": 1.37174} {"mode": "train", "epoch": 12, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.01918, "loss_rpn_cls": 0.02659, "loss_rpn_bbox": 0.03403, "loss_cls": 0.18675, "acc": 93.41821, "loss_bbox": 0.22319, "loss_mask": 0.23176, "loss": 0.70232, "time": 0.67692} {"mode": "train", "epoch": 12, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.01638, "loss_rpn_cls": 0.03071, "loss_rpn_bbox": 0.03565, "loss_cls": 0.19403, "acc": 93.32666, "loss_bbox": 0.22064, "loss_mask": 0.23022, "loss": 0.71125, "time": 0.67174} {"mode": "train", "epoch": 12, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.01738, "loss_rpn_cls": 0.0286, "loss_rpn_bbox": 0.03312, "loss_cls": 0.18228, "acc": 93.68091, "loss_bbox": 0.21072, "loss_mask": 0.22434, "loss": 0.67906, "time": 0.66858} {"mode": "train", "epoch": 12, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.0182, "loss_rpn_cls": 0.02684, "loss_rpn_bbox": 0.03228, "loss_cls": 0.18661, "acc": 93.55103, "loss_bbox": 0.2119, "loss_mask": 0.2296, "loss": 0.68723, "time": 0.66008} {"mode": "train", "epoch": 12, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.0203, "loss_rpn_cls": 0.03036, "loss_rpn_bbox": 0.03578, "loss_cls": 0.19112, "acc": 93.22314, "loss_bbox": 0.22065, "loss_mask": 0.22587, "loss": 0.70378, "time": 0.67512} {"mode": "train", "epoch": 12, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.01746, "loss_rpn_cls": 0.031, "loss_rpn_bbox": 0.03594, "loss_cls": 0.18447, "acc": 93.59888, "loss_bbox": 0.21494, "loss_mask": 0.22764, "loss": 0.69399, "time": 0.68004} {"mode": "train", "epoch": 12, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.01703, "loss_rpn_cls": 0.02733, "loss_rpn_bbox": 0.03145, "loss_cls": 0.19224, "acc": 93.46924, "loss_bbox": 0.21768, "loss_mask": 0.22698, "loss": 0.69568, "time": 0.67172} {"mode": "train", "epoch": 12, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.01708, "loss_rpn_cls": 0.02814, "loss_rpn_bbox": 0.03492, "loss_cls": 0.18976, "acc": 93.4165, "loss_bbox": 0.21629, "loss_mask": 0.22487, "loss": 0.69399, "time": 0.68101} {"mode": "train", "epoch": 12, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.01509, "loss_rpn_cls": 0.02929, "loss_rpn_bbox": 0.03331, "loss_cls": 0.18254, "acc": 93.70776, "loss_bbox": 0.21522, "loss_mask": 0.22604, "loss": 0.6864, "time": 0.66405} {"mode": "train", "epoch": 12, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01813, "loss_rpn_cls": 0.02802, "loss_rpn_bbox": 0.03382, "loss_cls": 0.18575, "acc": 93.37964, "loss_bbox": 0.2165, "loss_mask": 0.22564, "loss": 0.68973, "time": 0.66722} {"mode": "train", "epoch": 12, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.02143, "loss_rpn_cls": 0.02933, "loss_rpn_bbox": 0.03589, "loss_cls": 0.18978, "acc": 93.2439, "loss_bbox": 0.22155, "loss_mask": 0.22744, "loss": 0.70399, "time": 0.68014} {"mode": "train", "epoch": 12, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.01598, "loss_rpn_cls": 0.02625, "loss_rpn_bbox": 0.03369, "loss_cls": 0.1893, "acc": 93.43091, "loss_bbox": 0.21649, "loss_mask": 0.22896, "loss": 0.69469, "time": 0.66801} {"mode": "train", "epoch": 12, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.01915, "loss_rpn_cls": 0.02855, "loss_rpn_bbox": 0.0341, "loss_cls": 0.18862, "acc": 93.58398, "loss_bbox": 0.21738, "loss_mask": 0.22361, "loss": 0.69226, "time": 0.67503} {"mode": "train", "epoch": 12, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.01874, "loss_rpn_cls": 0.02736, "loss_rpn_bbox": 0.03541, "loss_cls": 0.19283, "acc": 93.25024, "loss_bbox": 0.21849, "loss_mask": 0.22308, "loss": 0.69717, "time": 0.66761} {"mode": "train", "epoch": 12, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.01598, "loss_rpn_cls": 0.02598, "loss_rpn_bbox": 0.0318, "loss_cls": 0.18387, "acc": 93.66235, "loss_bbox": 0.21371, "loss_mask": 0.22807, "loss": 0.68343, "time": 0.66603} {"mode": "train", "epoch": 12, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.01846, "loss_rpn_cls": 0.02926, "loss_rpn_bbox": 0.03388, "loss_cls": 0.18962, "acc": 93.33081, "loss_bbox": 0.21681, "loss_mask": 0.22328, "loss": 0.69284, "time": 0.66903} {"mode": "train", "epoch": 12, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.0167, "loss_rpn_cls": 0.03107, "loss_rpn_bbox": 0.03487, "loss_cls": 0.19798, "acc": 92.99585, "loss_bbox": 0.22945, "loss_mask": 0.22972, "loss": 0.7231, "time": 0.67777} {"mode": "train", "epoch": 12, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.01798, "loss_rpn_cls": 0.02835, "loss_rpn_bbox": 0.03394, "loss_cls": 0.17934, "acc": 93.63208, "loss_bbox": 0.21262, "loss_mask": 0.22402, "loss": 0.67827, "time": 0.6655} {"mode": "train", "epoch": 12, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.01604, "loss_rpn_cls": 0.02688, "loss_rpn_bbox": 0.03477, "loss_cls": 0.18388, "acc": 93.58374, "loss_bbox": 0.21616, "loss_mask": 0.22716, "loss": 0.68885, "time": 0.66695} {"mode": "train", "epoch": 12, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01881, "loss_rpn_cls": 0.02825, "loss_rpn_bbox": 0.03522, "loss_cls": 0.1949, "acc": 93.23389, "loss_bbox": 0.22289, "loss_mask": 0.22935, "loss": 0.71061, "time": 0.66683} {"mode": "train", "epoch": 12, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.01843, "loss_rpn_cls": 0.03155, "loss_rpn_bbox": 0.0364, "loss_cls": 0.19277, "acc": 93.20557, "loss_bbox": 0.22449, "loss_mask": 0.22973, "loss": 0.71493, "time": 0.66606} {"mode": "train", "epoch": 12, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.01815, "loss_rpn_cls": 0.02897, "loss_rpn_bbox": 0.03593, "loss_cls": 0.18954, "acc": 93.35645, "loss_bbox": 0.21945, "loss_mask": 0.22725, "loss": 0.70113, "time": 0.68452} {"mode": "train", "epoch": 12, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.02066, "loss_rpn_cls": 0.03068, "loss_rpn_bbox": 0.03646, "loss_cls": 0.18862, "acc": 93.31079, "loss_bbox": 0.21784, "loss_mask": 0.23147, "loss": 0.70506, "time": 0.68054} {"mode": "train", "epoch": 12, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.01681, "loss_rpn_cls": 0.02933, "loss_rpn_bbox": 0.03398, "loss_cls": 0.18671, "acc": 93.46582, "loss_bbox": 0.21804, "loss_mask": 0.22787, "loss": 0.69593, "time": 0.66704} {"mode": "train", "epoch": 12, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.01801, "loss_rpn_cls": 0.02879, "loss_rpn_bbox": 0.03338, "loss_cls": 0.18566, "acc": 93.57568, "loss_bbox": 0.21292, "loss_mask": 0.2291, "loss": 0.68985, "time": 0.67765} {"mode": "train", "epoch": 12, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01861, "loss_rpn_cls": 0.02888, "loss_rpn_bbox": 0.03405, "loss_cls": 0.18117, "acc": 93.62256, "loss_bbox": 0.20966, "loss_mask": 0.22135, "loss": 0.67512, "time": 0.6816} {"mode": "train", "epoch": 12, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01476, "loss_rpn_cls": 0.02531, "loss_rpn_bbox": 0.03299, "loss_cls": 0.17768, "acc": 93.75562, "loss_bbox": 0.21304, "loss_mask": 0.22818, "loss": 0.67721, "time": 0.6643} {"mode": "train", "epoch": 12, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.01931, "loss_rpn_cls": 0.02636, "loss_rpn_bbox": 0.0333, "loss_cls": 0.186, "acc": 93.4165, "loss_bbox": 0.21923, "loss_mask": 0.22117, "loss": 0.68607, "time": 0.67815} {"mode": "train", "epoch": 12, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.01895, "loss_rpn_cls": 0.03189, "loss_rpn_bbox": 0.03626, "loss_cls": 0.19454, "acc": 93.11597, "loss_bbox": 0.22149, "loss_mask": 0.2266, "loss": 0.71078, "time": 0.67772} {"mode": "train", "epoch": 12, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.01807, "loss_rpn_cls": 0.02764, "loss_rpn_bbox": 0.03473, "loss_cls": 0.18576, "acc": 93.4458, "loss_bbox": 0.21554, "loss_mask": 0.22755, "loss": 0.69123, "time": 0.66884} {"mode": "train", "epoch": 12, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.01717, "loss_rpn_cls": 0.02971, "loss_rpn_bbox": 0.03463, "loss_cls": 0.189, "acc": 93.38428, "loss_bbox": 0.22001, "loss_mask": 0.23535, "loss": 0.70871, "time": 0.668} {"mode": "train", "epoch": 12, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.01903, "loss_rpn_cls": 0.03185, "loss_rpn_bbox": 0.03645, "loss_cls": 0.19714, "acc": 93.26196, "loss_bbox": 0.2233, "loss_mask": 0.23142, "loss": 0.72017, "time": 0.66332} {"mode": "train", "epoch": 12, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.01973, "loss_rpn_cls": 0.02913, "loss_rpn_bbox": 0.0343, "loss_cls": 0.18669, "acc": 93.5459, "loss_bbox": 0.21684, "loss_mask": 0.22847, "loss": 0.69542, "time": 0.66577} {"mode": "train", "epoch": 12, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.0189, "loss_rpn_cls": 0.02784, "loss_rpn_bbox": 0.03479, "loss_cls": 0.18965, "acc": 93.34473, "loss_bbox": 0.22045, "loss_mask": 0.23568, "loss": 0.70841, "time": 0.67399} {"mode": "train", "epoch": 12, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.01962, "loss_rpn_cls": 0.03246, "loss_rpn_bbox": 0.03941, "loss_cls": 0.1984, "acc": 92.99902, "loss_bbox": 0.23593, "loss_mask": 0.23456, "loss": 0.74076, "time": 0.67434} {"mode": "train", "epoch": 12, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.0168, "loss_rpn_cls": 0.02886, "loss_rpn_bbox": 0.03416, "loss_cls": 0.18196, "acc": 93.59302, "loss_bbox": 0.21091, "loss_mask": 0.22402, "loss": 0.67991, "time": 0.67524} {"mode": "train", "epoch": 12, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.01632, "loss_rpn_cls": 0.02846, "loss_rpn_bbox": 0.03294, "loss_cls": 0.18485, "acc": 93.46729, "loss_bbox": 0.21838, "loss_mask": 0.23024, "loss": 0.69486, "time": 0.67721} {"mode": "train", "epoch": 12, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.01915, "loss_rpn_cls": 0.02638, "loss_rpn_bbox": 0.03144, "loss_cls": 0.18905, "acc": 93.5271, "loss_bbox": 0.2124, "loss_mask": 0.22821, "loss": 0.68748, "time": 0.66399} {"mode": "train", "epoch": 12, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.01796, "loss_rpn_cls": 0.02848, "loss_rpn_bbox": 0.03581, "loss_cls": 0.19348, "acc": 93.22754, "loss_bbox": 0.2229, "loss_mask": 0.22897, "loss": 0.70964, "time": 0.67149} {"mode": "train", "epoch": 12, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.01598, "loss_rpn_cls": 0.02773, "loss_rpn_bbox": 0.0337, "loss_cls": 0.19549, "acc": 93.15308, "loss_bbox": 0.22207, "loss_mask": 0.23329, "loss": 0.71227, "time": 0.67625} {"mode": "train", "epoch": 12, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.01855, "loss_rpn_cls": 0.03176, "loss_rpn_bbox": 0.03624, "loss_cls": 0.19357, "acc": 93.26733, "loss_bbox": 0.22788, "loss_mask": 0.23181, "loss": 0.72125, "time": 0.67336} {"mode": "train", "epoch": 12, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.01631, "loss_rpn_cls": 0.02692, "loss_rpn_bbox": 0.03368, "loss_cls": 0.18593, "acc": 93.55664, "loss_bbox": 0.21528, "loss_mask": 0.22405, "loss": 0.68586, "time": 0.66975} {"mode": "train", "epoch": 12, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.01544, "loss_rpn_cls": 0.02766, "loss_rpn_bbox": 0.03357, "loss_cls": 0.18996, "acc": 93.42651, "loss_bbox": 0.21941, "loss_mask": 0.22261, "loss": 0.69321, "time": 0.68127} {"mode": "train", "epoch": 12, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.01738, "loss_rpn_cls": 0.02921, "loss_rpn_bbox": 0.0361, "loss_cls": 0.19281, "acc": 93.21167, "loss_bbox": 0.22077, "loss_mask": 0.22731, "loss": 0.7062, "time": 0.67428} {"mode": "train", "epoch": 12, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.0178, "loss_rpn_cls": 0.0284, "loss_rpn_bbox": 0.03392, "loss_cls": 0.1952, "acc": 93.12524, "loss_bbox": 0.22558, "loss_mask": 0.22679, "loss": 0.7099, "time": 0.66596} {"mode": "train", "epoch": 12, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.02096, "loss_rpn_cls": 0.02771, "loss_rpn_bbox": 0.0339, "loss_cls": 0.18911, "acc": 93.49756, "loss_bbox": 0.21711, "loss_mask": 0.22571, "loss": 0.69355, "time": 0.67103} {"mode": "train", "epoch": 12, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.01604, "loss_rpn_cls": 0.02423, "loss_rpn_bbox": 0.0319, "loss_cls": 0.18426, "acc": 93.66162, "loss_bbox": 0.21175, "loss_mask": 0.22496, "loss": 0.67711, "time": 0.67127} {"mode": "train", "epoch": 12, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.01472, "loss_rpn_cls": 0.02984, "loss_rpn_bbox": 0.03377, "loss_cls": 0.1919, "acc": 93.45581, "loss_bbox": 0.21594, "loss_mask": 0.22318, "loss": 0.69463, "time": 0.67642} {"mode": "train", "epoch": 12, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.01916, "loss_rpn_cls": 0.0277, "loss_rpn_bbox": 0.03575, "loss_cls": 0.18492, "acc": 93.49561, "loss_bbox": 0.21979, "loss_mask": 0.22819, "loss": 0.69635, "time": 0.67238} {"mode": "train", "epoch": 12, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.01855, "loss_rpn_cls": 0.02826, "loss_rpn_bbox": 0.03561, "loss_cls": 0.18849, "acc": 93.44238, "loss_bbox": 0.21933, "loss_mask": 0.22746, "loss": 0.69914, "time": 0.66758} {"mode": "train", "epoch": 12, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.01814, "loss_rpn_cls": 0.02603, "loss_rpn_bbox": 0.03561, "loss_cls": 0.18716, "acc": 93.34814, "loss_bbox": 0.21723, "loss_mask": 0.22998, "loss": 0.69602, "time": 0.66997} {"mode": "train", "epoch": 12, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.01695, "loss_rpn_cls": 0.02759, "loss_rpn_bbox": 0.03252, "loss_cls": 0.16525, "acc": 94.23071, "loss_bbox": 0.19571, "loss_mask": 0.22633, "loss": 0.64739, "time": 0.68409} {"mode": "train", "epoch": 12, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.01487, "loss_rpn_cls": 0.02709, "loss_rpn_bbox": 0.03362, "loss_cls": 0.1855, "acc": 93.47388, "loss_bbox": 0.21407, "loss_mask": 0.22672, "loss": 0.68701, "time": 0.66651} {"mode": "train", "epoch": 12, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.01749, "loss_rpn_cls": 0.02989, "loss_rpn_bbox": 0.03305, "loss_cls": 0.1682, "acc": 94.12207, "loss_bbox": 0.19733, "loss_mask": 0.21908, "loss": 0.64756, "time": 0.66582} {"mode": "train", "epoch": 12, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.01692, "loss_rpn_cls": 0.02935, "loss_rpn_bbox": 0.03428, "loss_cls": 0.15982, "acc": 94.35352, "loss_bbox": 0.19176, "loss_mask": 0.21968, "loss": 0.63488, "time": 0.68654} {"mode": "train", "epoch": 12, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.01685, "loss_rpn_cls": 0.02837, "loss_rpn_bbox": 0.03514, "loss_cls": 0.19224, "acc": 93.39575, "loss_bbox": 0.21898, "loss_mask": 0.2312, "loss": 0.70593, "time": 0.66326} {"mode": "train", "epoch": 12, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.0155, "loss_rpn_cls": 0.02857, "loss_rpn_bbox": 0.03258, "loss_cls": 0.18794, "acc": 93.5271, "loss_bbox": 0.21241, "loss_mask": 0.22381, "loss": 0.68531, "time": 0.66787} {"mode": "train", "epoch": 12, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.01773, "loss_rpn_cls": 0.02808, "loss_rpn_bbox": 0.03448, "loss_cls": 0.18852, "acc": 93.46143, "loss_bbox": 0.21633, "loss_mask": 0.23136, "loss": 0.69878, "time": 0.67366} {"mode": "train", "epoch": 12, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.01744, "loss_rpn_cls": 0.02975, "loss_rpn_bbox": 0.03398, "loss_cls": 0.19467, "acc": 93.18945, "loss_bbox": 0.22084, "loss_mask": 0.22933, "loss": 0.70857, "time": 0.6802} {"mode": "train", "epoch": 12, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.0163, "loss_rpn_cls": 0.02745, "loss_rpn_bbox": 0.03124, "loss_cls": 0.18456, "acc": 93.58398, "loss_bbox": 0.21722, "loss_mask": 0.22812, "loss": 0.6886, "time": 0.6791} {"mode": "train", "epoch": 12, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.01966, "loss_rpn_cls": 0.02689, "loss_rpn_bbox": 0.03351, "loss_cls": 0.18807, "acc": 93.45435, "loss_bbox": 0.21954, "loss_mask": 0.22344, "loss": 0.69143, "time": 0.67933} {"mode": "train", "epoch": 12, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.01495, "loss_rpn_cls": 0.02605, "loss_rpn_bbox": 0.03114, "loss_cls": 0.1797, "acc": 93.63672, "loss_bbox": 0.2055, "loss_mask": 0.22245, "loss": 0.66484, "time": 0.66484} {"mode": "train", "epoch": 12, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01599, "loss_rpn_cls": 0.02876, "loss_rpn_bbox": 0.03537, "loss_cls": 0.19427, "acc": 93.20117, "loss_bbox": 0.21798, "loss_mask": 0.23026, "loss": 0.70664, "time": 0.6689} {"mode": "train", "epoch": 12, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.0196, "loss_rpn_cls": 0.02964, "loss_rpn_bbox": 0.03448, "loss_cls": 0.18714, "acc": 93.37817, "loss_bbox": 0.21813, "loss_mask": 0.22452, "loss": 0.69391, "time": 0.66084} {"mode": "train", "epoch": 12, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01882, "loss_rpn_cls": 0.02946, "loss_rpn_bbox": 0.03456, "loss_cls": 0.1858, "acc": 93.40747, "loss_bbox": 0.21332, "loss_mask": 0.22211, "loss": 0.68526, "time": 0.67641} {"mode": "train", "epoch": 12, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.01919, "loss_rpn_cls": 0.02944, "loss_rpn_bbox": 0.03625, "loss_cls": 0.19109, "acc": 93.29883, "loss_bbox": 0.21598, "loss_mask": 0.23343, "loss": 0.70619, "time": 0.66385} {"mode": "train", "epoch": 12, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.01721, "loss_rpn_cls": 0.02473, "loss_rpn_bbox": 0.03155, "loss_cls": 0.17624, "acc": 93.7522, "loss_bbox": 0.20739, "loss_mask": 0.22444, "loss": 0.66435, "time": 0.67611} {"mode": "train", "epoch": 12, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.01693, "loss_rpn_cls": 0.02589, "loss_rpn_bbox": 0.03495, "loss_cls": 0.18173, "acc": 93.65234, "loss_bbox": 0.21268, "loss_mask": 0.22571, "loss": 0.68096, "time": 0.6789} {"mode": "train", "epoch": 12, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.01493, "loss_rpn_cls": 0.026, "loss_rpn_bbox": 0.03258, "loss_cls": 0.18284, "acc": 93.74268, "loss_bbox": 0.20954, "loss_mask": 0.22146, "loss": 0.67242, "time": 0.66237} {"mode": "train", "epoch": 12, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.01805, "loss_rpn_cls": 0.02808, "loss_rpn_bbox": 0.03361, "loss_cls": 0.17912, "acc": 93.69897, "loss_bbox": 0.2091, "loss_mask": 0.2302, "loss": 0.68012, "time": 0.67038} {"mode": "train", "epoch": 12, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.01746, "loss_rpn_cls": 0.02646, "loss_rpn_bbox": 0.03107, "loss_cls": 0.18438, "acc": 93.68628, "loss_bbox": 0.2093, "loss_mask": 0.22724, "loss": 0.67845, "time": 0.6613} {"mode": "train", "epoch": 12, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.01627, "loss_rpn_cls": 0.02868, "loss_rpn_bbox": 0.03453, "loss_cls": 0.18009, "acc": 93.6438, "loss_bbox": 0.21183, "loss_mask": 0.22807, "loss": 0.68321, "time": 0.67502} {"mode": "train", "epoch": 12, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.01614, "loss_rpn_cls": 0.02945, "loss_rpn_bbox": 0.03449, "loss_cls": 0.1821, "acc": 93.67969, "loss_bbox": 0.21177, "loss_mask": 0.22551, "loss": 0.68332, "time": 0.66412} {"mode": "train", "epoch": 12, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01767, "loss_rpn_cls": 0.02692, "loss_rpn_bbox": 0.0329, "loss_cls": 0.18455, "acc": 93.56763, "loss_bbox": 0.2128, "loss_mask": 0.22311, "loss": 0.68028, "time": 0.66862} {"mode": "train", "epoch": 12, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.0187, "loss_rpn_cls": 0.02817, "loss_rpn_bbox": 0.03465, "loss_cls": 0.18771, "acc": 93.53027, "loss_bbox": 0.21416, "loss_mask": 0.22766, "loss": 0.69235, "time": 0.66996} {"mode": "train", "epoch": 12, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01598, "loss_rpn_cls": 0.02939, "loss_rpn_bbox": 0.03508, "loss_cls": 0.18483, "acc": 93.58594, "loss_bbox": 0.21589, "loss_mask": 0.22966, "loss": 0.69485, "time": 0.67488} {"mode": "train", "epoch": 12, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01768, "loss_rpn_cls": 0.03058, "loss_rpn_bbox": 0.03436, "loss_cls": 0.18101, "acc": 93.76611, "loss_bbox": 0.20709, "loss_mask": 0.22785, "loss": 0.68089, "time": 0.67667} {"mode": "train", "epoch": 12, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.01648, "loss_rpn_cls": 0.02747, "loss_rpn_bbox": 0.03468, "loss_cls": 0.18673, "acc": 93.49316, "loss_bbox": 0.21956, "loss_mask": 0.22751, "loss": 0.69595, "time": 0.67229} {"mode": "train", "epoch": 12, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.01577, "loss_rpn_cls": 0.02636, "loss_rpn_bbox": 0.03322, "loss_cls": 0.18578, "acc": 93.54175, "loss_bbox": 0.21444, "loss_mask": 0.22593, "loss": 0.68572, "time": 0.68171} {"mode": "train", "epoch": 12, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01597, "loss_rpn_cls": 0.02724, "loss_rpn_bbox": 0.03359, "loss_cls": 0.18224, "acc": 93.58521, "loss_bbox": 0.21754, "loss_mask": 0.22457, "loss": 0.68517, "time": 0.6684} {"mode": "train", "epoch": 12, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.01808, "loss_rpn_cls": 0.02483, "loss_rpn_bbox": 0.03219, "loss_cls": 0.1833, "acc": 93.65942, "loss_bbox": 0.21379, "loss_mask": 0.22421, "loss": 0.67832, "time": 0.67436} {"mode": "train", "epoch": 12, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.01657, "loss_rpn_cls": 0.02951, "loss_rpn_bbox": 0.03576, "loss_cls": 0.1899, "acc": 93.49268, "loss_bbox": 0.21342, "loss_mask": 0.22724, "loss": 0.69584, "time": 0.6777} {"mode": "train", "epoch": 12, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.01782, "loss_rpn_cls": 0.02663, "loss_rpn_bbox": 0.03463, "loss_cls": 0.18663, "acc": 93.43823, "loss_bbox": 0.21503, "loss_mask": 0.22848, "loss": 0.69139, "time": 0.67915} {"mode": "train", "epoch": 12, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.01708, "loss_rpn_cls": 0.02793, "loss_rpn_bbox": 0.03168, "loss_cls": 0.17613, "acc": 93.89697, "loss_bbox": 0.19838, "loss_mask": 0.21846, "loss": 0.65258, "time": 0.68149} {"mode": "train", "epoch": 12, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01824, "loss_rpn_cls": 0.02779, "loss_rpn_bbox": 0.03352, "loss_cls": 0.17472, "acc": 93.84009, "loss_bbox": 0.20248, "loss_mask": 0.22284, "loss": 0.66135, "time": 0.67248} {"mode": "train", "epoch": 12, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.01802, "loss_rpn_cls": 0.02948, "loss_rpn_bbox": 0.03312, "loss_cls": 0.1749, "acc": 93.99243, "loss_bbox": 0.20445, "loss_mask": 0.22688, "loss": 0.66884, "time": 0.6704} {"mode": "train", "epoch": 12, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.01641, "loss_rpn_cls": 0.02736, "loss_rpn_bbox": 0.03224, "loss_cls": 0.18202, "acc": 93.69653, "loss_bbox": 0.20815, "loss_mask": 0.21963, "loss": 0.6694, "time": 0.67684} {"mode": "train", "epoch": 12, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.0159, "loss_rpn_cls": 0.0289, "loss_rpn_bbox": 0.0343, "loss_cls": 0.19106, "acc": 93.4126, "loss_bbox": 0.21516, "loss_mask": 0.22668, "loss": 0.6961, "time": 0.67299} {"mode": "train", "epoch": 12, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01478, "loss_rpn_cls": 0.02871, "loss_rpn_bbox": 0.03436, "loss_cls": 0.18737, "acc": 93.55981, "loss_bbox": 0.21315, "loss_mask": 0.22477, "loss": 0.68836, "time": 0.66527} {"mode": "train", "epoch": 12, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01692, "loss_rpn_cls": 0.02867, "loss_rpn_bbox": 0.03551, "loss_cls": 0.18616, "acc": 93.47876, "loss_bbox": 0.21639, "loss_mask": 0.22567, "loss": 0.69239, "time": 0.68381} {"mode": "train", "epoch": 12, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.01675, "loss_rpn_cls": 0.03059, "loss_rpn_bbox": 0.03554, "loss_cls": 0.19543, "acc": 93.15552, "loss_bbox": 0.22591, "loss_mask": 0.23188, "loss": 0.71935, "time": 0.68178} {"mode": "train", "epoch": 12, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.01834, "loss_rpn_cls": 0.02973, "loss_rpn_bbox": 0.03707, "loss_cls": 0.19924, "acc": 93.02466, "loss_bbox": 0.23035, "loss_mask": 0.23363, "loss": 0.73003, "time": 0.67065} {"mode": "train", "epoch": 12, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.01699, "loss_rpn_cls": 0.02845, "loss_rpn_bbox": 0.03369, "loss_cls": 0.18968, "acc": 93.29346, "loss_bbox": 0.21937, "loss_mask": 0.22451, "loss": 0.6957, "time": 0.66975} {"mode": "train", "epoch": 12, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01677, "loss_rpn_cls": 0.02855, "loss_rpn_bbox": 0.03425, "loss_cls": 0.1939, "acc": 93.25757, "loss_bbox": 0.22, "loss_mask": 0.23087, "loss": 0.70756, "time": 0.68511} {"mode": "train", "epoch": 12, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.01415, "loss_rpn_cls": 0.02983, "loss_rpn_bbox": 0.03434, "loss_cls": 0.18499, "acc": 93.69946, "loss_bbox": 0.21471, "loss_mask": 0.22833, "loss": 0.6922, "time": 0.68289} {"mode": "train", "epoch": 12, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01835, "loss_rpn_cls": 0.02624, "loss_rpn_bbox": 0.03092, "loss_cls": 0.1763, "acc": 93.90234, "loss_bbox": 0.20668, "loss_mask": 0.22283, "loss": 0.66297, "time": 0.67873} {"mode": "train", "epoch": 12, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.01931, "loss_rpn_cls": 0.02798, "loss_rpn_bbox": 0.03371, "loss_cls": 0.18797, "acc": 93.59497, "loss_bbox": 0.20921, "loss_mask": 0.22825, "loss": 0.68713, "time": 0.67082} {"mode": "train", "epoch": 12, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.01616, "loss_rpn_cls": 0.02487, "loss_rpn_bbox": 0.0326, "loss_cls": 0.18246, "acc": 93.68262, "loss_bbox": 0.21064, "loss_mask": 0.22384, "loss": 0.67442, "time": 0.67452} {"mode": "train", "epoch": 12, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.0187, "loss_rpn_cls": 0.0275, "loss_rpn_bbox": 0.03366, "loss_cls": 0.18744, "acc": 93.37549, "loss_bbox": 0.21378, "loss_mask": 0.22249, "loss": 0.68487, "time": 0.66283} {"mode": "train", "epoch": 12, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.01606, "loss_rpn_cls": 0.02807, "loss_rpn_bbox": 0.03426, "loss_cls": 0.19383, "acc": 93.32666, "loss_bbox": 0.21951, "loss_mask": 0.22762, "loss": 0.7033, "time": 0.66325} {"mode": "train", "epoch": 12, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.01842, "loss_rpn_cls": 0.02904, "loss_rpn_bbox": 0.03499, "loss_cls": 0.1912, "acc": 93.50073, "loss_bbox": 0.21408, "loss_mask": 0.22482, "loss": 0.69414, "time": 0.67431} {"mode": "train", "epoch": 12, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.01695, "loss_rpn_cls": 0.02824, "loss_rpn_bbox": 0.03334, "loss_cls": 0.18884, "acc": 93.51978, "loss_bbox": 0.21355, "loss_mask": 0.22694, "loss": 0.6909, "time": 0.6815} {"mode": "train", "epoch": 12, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.018, "loss_rpn_cls": 0.0278, "loss_rpn_bbox": 0.03338, "loss_cls": 0.18614, "acc": 93.52319, "loss_bbox": 0.21637, "loss_mask": 0.22515, "loss": 0.68884, "time": 0.67496} {"mode": "train", "epoch": 12, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.01662, "loss_rpn_cls": 0.02967, "loss_rpn_bbox": 0.03508, "loss_cls": 0.18133, "acc": 93.65674, "loss_bbox": 0.21159, "loss_mask": 0.22088, "loss": 0.67855, "time": 0.6736} {"mode": "train", "epoch": 12, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.01822, "loss_rpn_cls": 0.03023, "loss_rpn_bbox": 0.03433, "loss_cls": 0.18447, "acc": 93.53149, "loss_bbox": 0.20891, "loss_mask": 0.22142, "loss": 0.67935, "time": 0.66354} {"mode": "train", "epoch": 12, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.02039, "loss_rpn_cls": 0.02608, "loss_rpn_bbox": 0.03237, "loss_cls": 0.17807, "acc": 93.7749, "loss_bbox": 0.20624, "loss_mask": 0.21732, "loss": 0.66007, "time": 0.66435} {"mode": "train", "epoch": 12, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.01832, "loss_rpn_cls": 0.02663, "loss_rpn_bbox": 0.03275, "loss_cls": 0.1822, "acc": 93.53906, "loss_bbox": 0.21238, "loss_mask": 0.2294, "loss": 0.68335, "time": 0.66909} {"mode": "train", "epoch": 12, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.01894, "loss_rpn_cls": 0.02978, "loss_rpn_bbox": 0.03251, "loss_cls": 0.18431, "acc": 93.69067, "loss_bbox": 0.20949, "loss_mask": 0.22124, "loss": 0.67731, "time": 0.67744} {"mode": "train", "epoch": 12, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.01778, "loss_rpn_cls": 0.02738, "loss_rpn_bbox": 0.0333, "loss_cls": 0.18525, "acc": 93.53149, "loss_bbox": 0.2159, "loss_mask": 0.22499, "loss": 0.68681, "time": 0.67585} {"mode": "train", "epoch": 12, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.01639, "loss_rpn_cls": 0.03209, "loss_rpn_bbox": 0.03908, "loss_cls": 0.19352, "acc": 93.25244, "loss_bbox": 0.22065, "loss_mask": 0.23241, "loss": 0.71775, "time": 0.66527} {"mode": "train", "epoch": 12, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.01727, "loss_rpn_cls": 0.02959, "loss_rpn_bbox": 0.03543, "loss_cls": 0.20175, "acc": 93.0437, "loss_bbox": 0.22641, "loss_mask": 0.22813, "loss": 0.72132, "time": 0.67694} {"mode": "train", "epoch": 12, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.01822, "loss_rpn_cls": 0.02642, "loss_rpn_bbox": 0.03252, "loss_cls": 0.18947, "acc": 93.4458, "loss_bbox": 0.21456, "loss_mask": 0.23021, "loss": 0.69317, "time": 0.67466} {"mode": "train", "epoch": 12, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.01904, "loss_rpn_cls": 0.02689, "loss_rpn_bbox": 0.03309, "loss_cls": 0.18203, "acc": 93.55469, "loss_bbox": 0.21299, "loss_mask": 0.2307, "loss": 0.6857, "time": 0.67692} {"mode": "train", "epoch": 12, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.01678, "loss_rpn_cls": 0.02911, "loss_rpn_bbox": 0.03509, "loss_cls": 0.18972, "acc": 93.31982, "loss_bbox": 0.22016, "loss_mask": 0.22637, "loss": 0.70045, "time": 0.66684} {"mode": "train", "epoch": 12, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.01741, "loss_rpn_cls": 0.02919, "loss_rpn_bbox": 0.03273, "loss_cls": 0.18248, "acc": 93.53491, "loss_bbox": 0.21702, "loss_mask": 0.22685, "loss": 0.68826, "time": 0.6688} {"mode": "train", "epoch": 12, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.01651, "loss_rpn_cls": 0.0286, "loss_rpn_bbox": 0.03496, "loss_cls": 0.1846, "acc": 93.55225, "loss_bbox": 0.21793, "loss_mask": 0.22792, "loss": 0.694, "time": 0.66699} {"mode": "train", "epoch": 12, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.01757, "loss_rpn_cls": 0.02928, "loss_rpn_bbox": 0.03445, "loss_cls": 0.18957, "acc": 93.38013, "loss_bbox": 0.22012, "loss_mask": 0.22895, "loss": 0.70236, "time": 0.67206} {"mode": "train", "epoch": 12, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.01364, "loss_rpn_cls": 0.02829, "loss_rpn_bbox": 0.03266, "loss_cls": 0.18609, "acc": 93.44849, "loss_bbox": 0.21663, "loss_mask": 0.23314, "loss": 0.69681, "time": 0.66725} {"mode": "train", "epoch": 12, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.01631, "loss_rpn_cls": 0.0288, "loss_rpn_bbox": 0.03533, "loss_cls": 0.1849, "acc": 93.53076, "loss_bbox": 0.22072, "loss_mask": 0.22747, "loss": 0.69721, "time": 0.67295} {"mode": "train", "epoch": 12, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.01558, "loss_rpn_cls": 0.02804, "loss_rpn_bbox": 0.03076, "loss_cls": 0.1793, "acc": 93.86792, "loss_bbox": 0.20212, "loss_mask": 0.22216, "loss": 0.66239, "time": 0.67332} {"mode": "train", "epoch": 12, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01693, "loss_rpn_cls": 0.02752, "loss_rpn_bbox": 0.03372, "loss_cls": 0.18885, "acc": 93.35254, "loss_bbox": 0.21889, "loss_mask": 0.22668, "loss": 0.69566, "time": 0.67675} {"mode": "train", "epoch": 12, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.0162, "loss_rpn_cls": 0.02877, "loss_rpn_bbox": 0.03235, "loss_cls": 0.18625, "acc": 93.43018, "loss_bbox": 0.2145, "loss_mask": 0.22571, "loss": 0.68758, "time": 0.67176} {"mode": "train", "epoch": 12, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.01684, "loss_rpn_cls": 0.0294, "loss_rpn_bbox": 0.03385, "loss_cls": 0.1898, "acc": 93.40698, "loss_bbox": 0.21644, "loss_mask": 0.22311, "loss": 0.69261, "time": 0.66543} {"mode": "train", "epoch": 12, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.01762, "loss_rpn_cls": 0.03007, "loss_rpn_bbox": 0.03409, "loss_cls": 0.18899, "acc": 93.37939, "loss_bbox": 0.21894, "loss_mask": 0.22653, "loss": 0.69862, "time": 0.68209} {"mode": "train", "epoch": 12, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01741, "loss_rpn_cls": 0.03056, "loss_rpn_bbox": 0.03359, "loss_cls": 0.19534, "acc": 93.2373, "loss_bbox": 0.22101, "loss_mask": 0.22447, "loss": 0.70497, "time": 0.6718} {"mode": "train", "epoch": 12, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.01875, "loss_rpn_cls": 0.02847, "loss_rpn_bbox": 0.03715, "loss_cls": 0.19243, "acc": 93.33105, "loss_bbox": 0.21895, "loss_mask": 0.22418, "loss": 0.70119, "time": 0.67966} {"mode": "train", "epoch": 12, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.0176, "loss_rpn_cls": 0.0273, "loss_rpn_bbox": 0.03374, "loss_cls": 0.18674, "acc": 93.5918, "loss_bbox": 0.21121, "loss_mask": 0.22209, "loss": 0.68108, "time": 0.66537} {"mode": "train", "epoch": 12, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01665, "loss_rpn_cls": 0.02896, "loss_rpn_bbox": 0.03431, "loss_cls": 0.18956, "acc": 93.24268, "loss_bbox": 0.222, "loss_mask": 0.22713, "loss": 0.70195, "time": 0.66463} {"mode": "train", "epoch": 12, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.01608, "loss_rpn_cls": 0.02787, "loss_rpn_bbox": 0.03276, "loss_cls": 0.18541, "acc": 93.53931, "loss_bbox": 0.21251, "loss_mask": 0.22852, "loss": 0.68707, "time": 0.66881} {"mode": "train", "epoch": 12, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.0186, "loss_rpn_cls": 0.02672, "loss_rpn_bbox": 0.0331, "loss_cls": 0.18369, "acc": 93.41382, "loss_bbox": 0.22315, "loss_mask": 0.23192, "loss": 0.69859, "time": 0.67216} {"mode": "train", "epoch": 12, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.01836, "loss_rpn_cls": 0.0281, "loss_rpn_bbox": 0.03599, "loss_cls": 0.20147, "acc": 92.89771, "loss_bbox": 0.23006, "loss_mask": 0.23261, "loss": 0.72824, "time": 0.67493} {"mode": "train", "epoch": 12, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.0167, "loss_rpn_cls": 0.02895, "loss_rpn_bbox": 0.03436, "loss_cls": 0.19673, "acc": 93.20093, "loss_bbox": 0.22353, "loss_mask": 0.23067, "loss": 0.71425, "time": 0.67025} {"mode": "train", "epoch": 12, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.0179, "loss_rpn_cls": 0.02909, "loss_rpn_bbox": 0.03514, "loss_cls": 0.18444, "acc": 93.50635, "loss_bbox": 0.21797, "loss_mask": 0.22731, "loss": 0.69394, "time": 0.67819} {"mode": "train", "epoch": 12, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.01969, "loss_rpn_cls": 0.03029, "loss_rpn_bbox": 0.0341, "loss_cls": 0.17964, "acc": 93.80811, "loss_bbox": 0.20471, "loss_mask": 0.22659, "loss": 0.67533, "time": 0.67793} {"mode": "train", "epoch": 12, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01718, "loss_rpn_cls": 0.02881, "loss_rpn_bbox": 0.03342, "loss_cls": 0.18024, "acc": 93.7373, "loss_bbox": 0.20834, "loss_mask": 0.22609, "loss": 0.6769, "time": 0.67245} {"mode": "train", "epoch": 12, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01663, "loss_rpn_cls": 0.02921, "loss_rpn_bbox": 0.03148, "loss_cls": 0.18347, "acc": 93.51221, "loss_bbox": 0.21164, "loss_mask": 0.23104, "loss": 0.68685, "time": 0.66044} {"mode": "train", "epoch": 12, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.01623, "loss_rpn_cls": 0.02904, "loss_rpn_bbox": 0.0343, "loss_cls": 0.18412, "acc": 93.61475, "loss_bbox": 0.21511, "loss_mask": 0.22943, "loss": 0.69201, "time": 0.67874} {"mode": "train", "epoch": 12, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.01816, "loss_rpn_cls": 0.0301, "loss_rpn_bbox": 0.03624, "loss_cls": 0.18451, "acc": 93.41211, "loss_bbox": 0.22047, "loss_mask": 0.22503, "loss": 0.69635, "time": 0.66525} {"mode": "train", "epoch": 12, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.01721, "loss_rpn_cls": 0.02635, "loss_rpn_bbox": 0.03231, "loss_cls": 0.17934, "acc": 93.74194, "loss_bbox": 0.20938, "loss_mask": 0.22458, "loss": 0.67196, "time": 0.66793} {"mode": "train", "epoch": 12, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.01562, "loss_rpn_cls": 0.0322, "loss_rpn_bbox": 0.03577, "loss_cls": 0.19107, "acc": 93.40723, "loss_bbox": 0.21636, "loss_mask": 0.22978, "loss": 0.70518, "time": 0.66739} {"mode": "train", "epoch": 12, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.01842, "loss_rpn_cls": 0.02674, "loss_rpn_bbox": 0.03515, "loss_cls": 0.18515, "acc": 93.40112, "loss_bbox": 0.21743, "loss_mask": 0.23539, "loss": 0.69987, "time": 0.67325} {"mode": "train", "epoch": 12, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.01609, "loss_rpn_cls": 0.02681, "loss_rpn_bbox": 0.03355, "loss_cls": 0.19109, "acc": 93.41431, "loss_bbox": 0.21803, "loss_mask": 0.22297, "loss": 0.69246, "time": 0.68611} {"mode": "train", "epoch": 12, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.01826, "loss_rpn_cls": 0.02761, "loss_rpn_bbox": 0.03202, "loss_cls": 0.19275, "acc": 93.39136, "loss_bbox": 0.21805, "loss_mask": 0.23088, "loss": 0.70131, "time": 0.66866} {"mode": "train", "epoch": 12, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01681, "loss_rpn_cls": 0.02849, "loss_rpn_bbox": 0.03409, "loss_cls": 0.19379, "acc": 93.34546, "loss_bbox": 0.22109, "loss_mask": 0.23302, "loss": 0.71047, "time": 0.66641} {"mode": "train", "epoch": 12, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01644, "loss_rpn_cls": 0.02977, "loss_rpn_bbox": 0.0334, "loss_cls": 0.18974, "acc": 93.31738, "loss_bbox": 0.21842, "loss_mask": 0.22422, "loss": 0.69555, "time": 0.66756} {"mode": "val", "epoch": 12, "iter": 625, "lr": 0.0, "bbox_mAP": 0.4845, "bbox_mAP_50": 0.712, "bbox_mAP_75": 0.5364, "bbox_mAP_s": 0.339, "bbox_mAP_m": 0.5234, "bbox_mAP_l": 0.6112, "bbox_mAP_copypaste": "0.4845 0.7120 0.5364 0.3390 0.5234 0.6112", "segm_mAP": 0.4304, "segm_mAP_50": 0.6789, "segm_mAP_75": 0.4622, "segm_mAP_s": 0.2462, "segm_mAP_m": 0.4702, "segm_mAP_l": 0.621, "segm_mAP_copypaste": "0.4304 0.6789 0.4622 0.2462 0.4702 0.6210"} {"mode": "train", "epoch": 13, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.70785, "loss_rpn_cls": 0.02584, "loss_rpn_bbox": 0.03103, "loss_cls": 0.17779, "acc": 93.78687, "loss_bbox": 0.20872, "loss_mask": 0.22391, "loss": 0.66729, "time": 1.36029} {"mode": "train", "epoch": 13, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.01733, "loss_rpn_cls": 0.02709, "loss_rpn_bbox": 0.03272, "loss_cls": 0.18171, "acc": 93.68091, "loss_bbox": 0.21142, "loss_mask": 0.22265, "loss": 0.67559, "time": 0.67292} {"mode": "train", "epoch": 13, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.01624, "loss_rpn_cls": 0.0236, "loss_rpn_bbox": 0.03052, "loss_cls": 0.17534, "acc": 93.80176, "loss_bbox": 0.20624, "loss_mask": 0.21943, "loss": 0.65513, "time": 0.67747} {"mode": "train", "epoch": 13, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.0192, "loss_rpn_cls": 0.0299, "loss_rpn_bbox": 0.03552, "loss_cls": 0.19303, "acc": 93.20215, "loss_bbox": 0.22353, "loss_mask": 0.23419, "loss": 0.71617, "time": 0.69561} {"mode": "train", "epoch": 13, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.01494, "loss_rpn_cls": 0.02403, "loss_rpn_bbox": 0.03143, "loss_cls": 0.1821, "acc": 93.65283, "loss_bbox": 0.21114, "loss_mask": 0.21995, "loss": 0.66865, "time": 0.6866} {"mode": "train", "epoch": 13, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.02059, "loss_rpn_cls": 0.02947, "loss_rpn_bbox": 0.03474, "loss_cls": 0.19241, "acc": 93.13721, "loss_bbox": 0.22972, "loss_mask": 0.22448, "loss": 0.71082, "time": 0.67409} {"mode": "train", "epoch": 13, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.01514, "loss_rpn_cls": 0.02768, "loss_rpn_bbox": 0.03447, "loss_cls": 0.18847, "acc": 93.34863, "loss_bbox": 0.2207, "loss_mask": 0.2314, "loss": 0.70272, "time": 0.66903} {"mode": "train", "epoch": 13, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.01773, "loss_rpn_cls": 0.02807, "loss_rpn_bbox": 0.03502, "loss_cls": 0.19322, "acc": 93.20142, "loss_bbox": 0.23085, "loss_mask": 0.23397, "loss": 0.72112, "time": 0.67117} {"mode": "train", "epoch": 13, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.0188, "loss_rpn_cls": 0.03035, "loss_rpn_bbox": 0.03514, "loss_cls": 0.19217, "acc": 93.29785, "loss_bbox": 0.22531, "loss_mask": 0.22687, "loss": 0.70984, "time": 0.68517} {"mode": "train", "epoch": 13, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.01748, "loss_rpn_cls": 0.03047, "loss_rpn_bbox": 0.03435, "loss_cls": 0.19432, "acc": 93.24756, "loss_bbox": 0.22354, "loss_mask": 0.23402, "loss": 0.71671, "time": 0.66522} {"mode": "train", "epoch": 13, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01646, "loss_rpn_cls": 0.02592, "loss_rpn_bbox": 0.03263, "loss_cls": 0.18896, "acc": 93.29541, "loss_bbox": 0.21772, "loss_mask": 0.22167, "loss": 0.6869, "time": 0.6715} {"mode": "train", "epoch": 13, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.01598, "loss_rpn_cls": 0.0266, "loss_rpn_bbox": 0.03152, "loss_cls": 0.17614, "acc": 93.84253, "loss_bbox": 0.20428, "loss_mask": 0.22026, "loss": 0.6588, "time": 0.66294} {"mode": "train", "epoch": 13, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.02066, "loss_rpn_cls": 0.02647, "loss_rpn_bbox": 0.03346, "loss_cls": 0.18256, "acc": 93.56592, "loss_bbox": 0.21808, "loss_mask": 0.22441, "loss": 0.68498, "time": 0.67432} {"mode": "train", "epoch": 13, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.01572, "loss_rpn_cls": 0.02796, "loss_rpn_bbox": 0.03452, "loss_cls": 0.18672, "acc": 93.50439, "loss_bbox": 0.21369, "loss_mask": 0.22375, "loss": 0.68664, "time": 0.68662} {"mode": "train", "epoch": 13, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.01477, "loss_rpn_cls": 0.02556, "loss_rpn_bbox": 0.0338, "loss_cls": 0.18085, "acc": 93.5957, "loss_bbox": 0.21036, "loss_mask": 0.22278, "loss": 0.67335, "time": 0.66445} {"mode": "train", "epoch": 13, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.01628, "loss_rpn_cls": 0.02794, "loss_rpn_bbox": 0.03448, "loss_cls": 0.18597, "acc": 93.46582, "loss_bbox": 0.22139, "loss_mask": 0.2291, "loss": 0.69888, "time": 0.67686} {"mode": "train", "epoch": 13, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.01919, "loss_rpn_cls": 0.02609, "loss_rpn_bbox": 0.03313, "loss_cls": 0.18344, "acc": 93.57104, "loss_bbox": 0.21008, "loss_mask": 0.22522, "loss": 0.67797, "time": 0.66923} {"mode": "train", "epoch": 13, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.01842, "loss_rpn_cls": 0.0293, "loss_rpn_bbox": 0.03634, "loss_cls": 0.19755, "acc": 93.06616, "loss_bbox": 0.22737, "loss_mask": 0.23471, "loss": 0.72527, "time": 0.67527} {"mode": "train", "epoch": 13, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.01678, "loss_rpn_cls": 0.02737, "loss_rpn_bbox": 0.03564, "loss_cls": 0.18596, "acc": 93.43384, "loss_bbox": 0.21812, "loss_mask": 0.22613, "loss": 0.69322, "time": 0.67476} {"mode": "train", "epoch": 13, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.01704, "loss_rpn_cls": 0.03011, "loss_rpn_bbox": 0.03332, "loss_cls": 0.18532, "acc": 93.60254, "loss_bbox": 0.21468, "loss_mask": 0.22943, "loss": 0.69286, "time": 0.67034} {"mode": "train", "epoch": 13, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01646, "loss_rpn_cls": 0.02722, "loss_rpn_bbox": 0.03337, "loss_cls": 0.17857, "acc": 93.69238, "loss_bbox": 0.21517, "loss_mask": 0.22467, "loss": 0.679, "time": 0.66771} {"mode": "train", "epoch": 13, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.01406, "loss_rpn_cls": 0.02536, "loss_rpn_bbox": 0.03181, "loss_cls": 0.17917, "acc": 93.65845, "loss_bbox": 0.20622, "loss_mask": 0.22597, "loss": 0.66853, "time": 0.66231} {"mode": "train", "epoch": 13, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.0192, "loss_rpn_cls": 0.02935, "loss_rpn_bbox": 0.03624, "loss_cls": 0.18955, "acc": 93.42554, "loss_bbox": 0.22109, "loss_mask": 0.22886, "loss": 0.70508, "time": 0.67699} {"mode": "train", "epoch": 13, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.01817, "loss_rpn_cls": 0.02471, "loss_rpn_bbox": 0.03272, "loss_cls": 0.18525, "acc": 93.58691, "loss_bbox": 0.21199, "loss_mask": 0.21823, "loss": 0.6729, "time": 0.67672} {"mode": "train", "epoch": 13, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.01711, "loss_rpn_cls": 0.02598, "loss_rpn_bbox": 0.0347, "loss_cls": 0.18196, "acc": 93.61719, "loss_bbox": 0.21376, "loss_mask": 0.22894, "loss": 0.68533, "time": 0.67498} {"mode": "train", "epoch": 13, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.01535, "loss_rpn_cls": 0.02481, "loss_rpn_bbox": 0.03136, "loss_cls": 0.17677, "acc": 93.77271, "loss_bbox": 0.20372, "loss_mask": 0.21811, "loss": 0.65478, "time": 0.67464} {"mode": "train", "epoch": 13, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01751, "loss_rpn_cls": 0.02951, "loss_rpn_bbox": 0.03402, "loss_cls": 0.19014, "acc": 93.35693, "loss_bbox": 0.21851, "loss_mask": 0.22056, "loss": 0.69274, "time": 0.6718} {"mode": "train", "epoch": 13, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01845, "loss_rpn_cls": 0.02869, "loss_rpn_bbox": 0.03628, "loss_cls": 0.19267, "acc": 93.25073, "loss_bbox": 0.22164, "loss_mask": 0.22939, "loss": 0.70867, "time": 0.66654} {"mode": "train", "epoch": 13, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.02001, "loss_rpn_cls": 0.02942, "loss_rpn_bbox": 0.03463, "loss_cls": 0.18876, "acc": 93.42798, "loss_bbox": 0.21966, "loss_mask": 0.22389, "loss": 0.69636, "time": 0.66262} {"mode": "train", "epoch": 13, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.01819, "loss_rpn_cls": 0.026, "loss_rpn_bbox": 0.03446, "loss_cls": 0.17768, "acc": 93.6875, "loss_bbox": 0.21074, "loss_mask": 0.2223, "loss": 0.67117, "time": 0.66543} {"mode": "train", "epoch": 13, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.01681, "loss_rpn_cls": 0.02668, "loss_rpn_bbox": 0.03315, "loss_cls": 0.15321, "acc": 94.64917, "loss_bbox": 0.17782, "loss_mask": 0.2119, "loss": 0.60276, "time": 0.6796} {"mode": "train", "epoch": 13, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.01827, "loss_rpn_cls": 0.02556, "loss_rpn_bbox": 0.03301, "loss_cls": 0.18548, "acc": 93.48511, "loss_bbox": 0.21306, "loss_mask": 0.22212, "loss": 0.67922, "time": 0.6667} {"mode": "train", "epoch": 13, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.01884, "loss_rpn_cls": 0.02618, "loss_rpn_bbox": 0.03335, "loss_cls": 0.1874, "acc": 93.41528, "loss_bbox": 0.22562, "loss_mask": 0.22787, "loss": 0.70042, "time": 0.68174} {"mode": "train", "epoch": 13, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.016, "loss_rpn_cls": 0.02808, "loss_rpn_bbox": 0.03468, "loss_cls": 0.18397, "acc": 93.45825, "loss_bbox": 0.21405, "loss_mask": 0.22982, "loss": 0.69059, "time": 0.66007} {"mode": "train", "epoch": 13, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.02043, "loss_rpn_cls": 0.02633, "loss_rpn_bbox": 0.03288, "loss_cls": 0.18744, "acc": 93.5459, "loss_bbox": 0.21468, "loss_mask": 0.22543, "loss": 0.68676, "time": 0.66521} {"mode": "train", "epoch": 13, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.0185, "loss_rpn_cls": 0.02675, "loss_rpn_bbox": 0.03439, "loss_cls": 0.18911, "acc": 93.34277, "loss_bbox": 0.22148, "loss_mask": 0.23185, "loss": 0.70358, "time": 0.66358} {"mode": "train", "epoch": 13, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.01884, "loss_rpn_cls": 0.02714, "loss_rpn_bbox": 0.03351, "loss_cls": 0.19406, "acc": 93.24878, "loss_bbox": 0.22153, "loss_mask": 0.22485, "loss": 0.70109, "time": 0.68835} {"mode": "train", "epoch": 13, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.01697, "loss_rpn_cls": 0.02968, "loss_rpn_bbox": 0.033, "loss_cls": 0.18482, "acc": 93.55273, "loss_bbox": 0.21304, "loss_mask": 0.22876, "loss": 0.6893, "time": 0.66296} {"mode": "train", "epoch": 13, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.0163, "loss_rpn_cls": 0.02863, "loss_rpn_bbox": 0.03304, "loss_cls": 0.18445, "acc": 93.62451, "loss_bbox": 0.21188, "loss_mask": 0.2278, "loss": 0.68578, "time": 0.67367} {"mode": "train", "epoch": 13, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.01521, "loss_rpn_cls": 0.02919, "loss_rpn_bbox": 0.0328, "loss_cls": 0.18784, "acc": 93.5188, "loss_bbox": 0.21623, "loss_mask": 0.2246, "loss": 0.69066, "time": 0.67453} {"mode": "train", "epoch": 13, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.01597, "loss_rpn_cls": 0.02404, "loss_rpn_bbox": 0.02969, "loss_cls": 0.17242, "acc": 94.07007, "loss_bbox": 0.1974, "loss_mask": 0.21306, "loss": 0.63661, "time": 0.6722} {"mode": "train", "epoch": 13, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.01952, "loss_rpn_cls": 0.02824, "loss_rpn_bbox": 0.033, "loss_cls": 0.18304, "acc": 93.52246, "loss_bbox": 0.21003, "loss_mask": 0.21888, "loss": 0.67319, "time": 0.66602} {"mode": "train", "epoch": 13, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.01815, "loss_rpn_cls": 0.02936, "loss_rpn_bbox": 0.03575, "loss_cls": 0.19484, "acc": 93.14355, "loss_bbox": 0.22941, "loss_mask": 0.23276, "loss": 0.72212, "time": 0.67169} {"mode": "train", "epoch": 13, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.0185, "loss_rpn_cls": 0.03137, "loss_rpn_bbox": 0.03387, "loss_cls": 0.18384, "acc": 93.55005, "loss_bbox": 0.21443, "loss_mask": 0.22549, "loss": 0.68899, "time": 0.67864} {"mode": "train", "epoch": 13, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.01997, "loss_rpn_cls": 0.03103, "loss_rpn_bbox": 0.03433, "loss_cls": 0.18554, "acc": 93.40845, "loss_bbox": 0.22246, "loss_mask": 0.2263, "loss": 0.69967, "time": 0.67508} {"mode": "train", "epoch": 13, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.01572, "loss_rpn_cls": 0.02763, "loss_rpn_bbox": 0.03273, "loss_cls": 0.18456, "acc": 93.61987, "loss_bbox": 0.21322, "loss_mask": 0.22666, "loss": 0.6848, "time": 0.67383} {"mode": "train", "epoch": 13, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.01619, "loss_rpn_cls": 0.0319, "loss_rpn_bbox": 0.03582, "loss_cls": 0.19639, "acc": 93.18994, "loss_bbox": 0.22364, "loss_mask": 0.23475, "loss": 0.7225, "time": 0.67456} {"mode": "train", "epoch": 13, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.02021, "loss_rpn_cls": 0.02956, "loss_rpn_bbox": 0.03467, "loss_cls": 0.1828, "acc": 93.66211, "loss_bbox": 0.21308, "loss_mask": 0.22676, "loss": 0.68687, "time": 0.67575} {"mode": "train", "epoch": 13, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.01796, "loss_rpn_cls": 0.0288, "loss_rpn_bbox": 0.03311, "loss_cls": 0.18016, "acc": 93.57251, "loss_bbox": 0.21498, "loss_mask": 0.2245, "loss": 0.68157, "time": 0.67683} {"mode": "train", "epoch": 13, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.01763, "loss_rpn_cls": 0.02526, "loss_rpn_bbox": 0.03328, "loss_cls": 0.17989, "acc": 93.6626, "loss_bbox": 0.20904, "loss_mask": 0.22233, "loss": 0.6698, "time": 0.66006} {"mode": "train", "epoch": 13, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.01667, "loss_rpn_cls": 0.02698, "loss_rpn_bbox": 0.03716, "loss_cls": 0.18677, "acc": 93.27246, "loss_bbox": 0.22548, "loss_mask": 0.22762, "loss": 0.704, "time": 0.69396} {"mode": "train", "epoch": 13, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.01542, "loss_rpn_cls": 0.02694, "loss_rpn_bbox": 0.03383, "loss_cls": 0.18894, "acc": 93.521, "loss_bbox": 0.21948, "loss_mask": 0.22972, "loss": 0.69891, "time": 0.66461} {"mode": "train", "epoch": 13, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.01642, "loss_rpn_cls": 0.02928, "loss_rpn_bbox": 0.03298, "loss_cls": 0.18093, "acc": 93.62695, "loss_bbox": 0.21196, "loss_mask": 0.21874, "loss": 0.67389, "time": 0.67932} {"mode": "train", "epoch": 13, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.01959, "loss_rpn_cls": 0.02905, "loss_rpn_bbox": 0.03393, "loss_cls": 0.19162, "acc": 93.37378, "loss_bbox": 0.21943, "loss_mask": 0.2247, "loss": 0.69874, "time": 0.66348} {"mode": "train", "epoch": 13, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.01732, "loss_rpn_cls": 0.02698, "loss_rpn_bbox": 0.03198, "loss_cls": 0.18381, "acc": 93.44751, "loss_bbox": 0.21531, "loss_mask": 0.21959, "loss": 0.67767, "time": 0.66825} {"mode": "train", "epoch": 13, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.01605, "loss_rpn_cls": 0.02715, "loss_rpn_bbox": 0.03196, "loss_cls": 0.17992, "acc": 93.64648, "loss_bbox": 0.20771, "loss_mask": 0.22047, "loss": 0.66722, "time": 0.67358} {"mode": "train", "epoch": 13, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.01518, "loss_rpn_cls": 0.0288, "loss_rpn_bbox": 0.03326, "loss_cls": 0.19112, "acc": 93.34229, "loss_bbox": 0.21355, "loss_mask": 0.22685, "loss": 0.69357, "time": 0.66647} {"mode": "train", "epoch": 13, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.0168, "loss_rpn_cls": 0.02996, "loss_rpn_bbox": 0.03593, "loss_cls": 0.19307, "acc": 93.30518, "loss_bbox": 0.22233, "loss_mask": 0.22229, "loss": 0.70357, "time": 0.66311} {"mode": "train", "epoch": 13, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.01556, "loss_rpn_cls": 0.03313, "loss_rpn_bbox": 0.0366, "loss_cls": 0.19056, "acc": 93.40186, "loss_bbox": 0.21455, "loss_mask": 0.22532, "loss": 0.70015, "time": 0.67388} {"mode": "train", "epoch": 13, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.0185, "loss_rpn_cls": 0.02456, "loss_rpn_bbox": 0.03369, "loss_cls": 0.18107, "acc": 93.58936, "loss_bbox": 0.21357, "loss_mask": 0.22708, "loss": 0.67997, "time": 0.6655} {"mode": "train", "epoch": 13, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.01681, "loss_rpn_cls": 0.02942, "loss_rpn_bbox": 0.03557, "loss_cls": 0.19062, "acc": 93.44165, "loss_bbox": 0.21965, "loss_mask": 0.2249, "loss": 0.70018, "time": 0.66591} {"mode": "train", "epoch": 13, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.01829, "loss_rpn_cls": 0.02844, "loss_rpn_bbox": 0.03379, "loss_cls": 0.18693, "acc": 93.42334, "loss_bbox": 0.22112, "loss_mask": 0.22262, "loss": 0.69289, "time": 0.66941} {"mode": "train", "epoch": 13, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.01858, "loss_rpn_cls": 0.02765, "loss_rpn_bbox": 0.03341, "loss_cls": 0.18173, "acc": 93.69727, "loss_bbox": 0.20991, "loss_mask": 0.22179, "loss": 0.67448, "time": 0.66321} {"mode": "train", "epoch": 13, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.0168, "loss_rpn_cls": 0.02464, "loss_rpn_bbox": 0.03252, "loss_cls": 0.17631, "acc": 93.81909, "loss_bbox": 0.20303, "loss_mask": 0.2136, "loss": 0.65011, "time": 0.67037} {"mode": "train", "epoch": 13, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.01592, "loss_rpn_cls": 0.02825, "loss_rpn_bbox": 0.0334, "loss_cls": 0.18819, "acc": 93.41528, "loss_bbox": 0.21602, "loss_mask": 0.23013, "loss": 0.69599, "time": 0.66754} {"mode": "train", "epoch": 13, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01699, "loss_rpn_cls": 0.02678, "loss_rpn_bbox": 0.03469, "loss_cls": 0.19334, "acc": 93.30957, "loss_bbox": 0.21891, "loss_mask": 0.22675, "loss": 0.70047, "time": 0.67498} {"mode": "train", "epoch": 13, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.01771, "loss_rpn_cls": 0.02553, "loss_rpn_bbox": 0.03338, "loss_cls": 0.18804, "acc": 93.35693, "loss_bbox": 0.21794, "loss_mask": 0.22571, "loss": 0.6906, "time": 0.6729} {"mode": "train", "epoch": 13, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.01693, "loss_rpn_cls": 0.02638, "loss_rpn_bbox": 0.03152, "loss_cls": 0.18429, "acc": 93.82324, "loss_bbox": 0.20276, "loss_mask": 0.22002, "loss": 0.66498, "time": 0.67066} {"mode": "train", "epoch": 13, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.01795, "loss_rpn_cls": 0.02569, "loss_rpn_bbox": 0.03099, "loss_cls": 0.17646, "acc": 93.81421, "loss_bbox": 0.20752, "loss_mask": 0.22102, "loss": 0.66169, "time": 0.67176} {"mode": "train", "epoch": 13, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.01789, "loss_rpn_cls": 0.02726, "loss_rpn_bbox": 0.03561, "loss_cls": 0.18913, "acc": 93.27295, "loss_bbox": 0.21757, "loss_mask": 0.22756, "loss": 0.69713, "time": 0.67298} {"mode": "train", "epoch": 13, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.0155, "loss_rpn_cls": 0.02668, "loss_rpn_bbox": 0.03395, "loss_cls": 0.18523, "acc": 93.50952, "loss_bbox": 0.21478, "loss_mask": 0.23006, "loss": 0.6907, "time": 0.66893} {"mode": "train", "epoch": 13, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.01651, "loss_rpn_cls": 0.03323, "loss_rpn_bbox": 0.03598, "loss_cls": 0.19471, "acc": 93.28271, "loss_bbox": 0.22388, "loss_mask": 0.24006, "loss": 0.72787, "time": 0.66973} {"mode": "train", "epoch": 13, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.01881, "loss_rpn_cls": 0.02925, "loss_rpn_bbox": 0.03388, "loss_cls": 0.17528, "acc": 93.77295, "loss_bbox": 0.21221, "loss_mask": 0.22798, "loss": 0.6786, "time": 0.67905} {"mode": "train", "epoch": 13, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.01714, "loss_rpn_cls": 0.0279, "loss_rpn_bbox": 0.03311, "loss_cls": 0.18108, "acc": 93.59717, "loss_bbox": 0.21031, "loss_mask": 0.2223, "loss": 0.6747, "time": 0.67307} {"mode": "train", "epoch": 13, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.0164, "loss_rpn_cls": 0.02516, "loss_rpn_bbox": 0.03185, "loss_cls": 0.17747, "acc": 93.78418, "loss_bbox": 0.20566, "loss_mask": 0.21902, "loss": 0.65916, "time": 0.67307} {"mode": "train", "epoch": 13, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01849, "loss_rpn_cls": 0.03115, "loss_rpn_bbox": 0.03867, "loss_cls": 0.19137, "acc": 93.28833, "loss_bbox": 0.22745, "loss_mask": 0.23448, "loss": 0.72313, "time": 0.67489} {"mode": "train", "epoch": 13, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01802, "loss_rpn_cls": 0.02868, "loss_rpn_bbox": 0.03481, "loss_cls": 0.17819, "acc": 93.58667, "loss_bbox": 0.21443, "loss_mask": 0.21779, "loss": 0.6739, "time": 0.66835} {"mode": "train", "epoch": 13, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01712, "loss_rpn_cls": 0.0276, "loss_rpn_bbox": 0.03323, "loss_cls": 0.18512, "acc": 93.51245, "loss_bbox": 0.21277, "loss_mask": 0.229, "loss": 0.68773, "time": 0.66363} {"mode": "train", "epoch": 13, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.01754, "loss_rpn_cls": 0.03021, "loss_rpn_bbox": 0.03581, "loss_cls": 0.18985, "acc": 93.23706, "loss_bbox": 0.21991, "loss_mask": 0.23229, "loss": 0.70806, "time": 0.67649} {"mode": "train", "epoch": 13, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.01672, "loss_rpn_cls": 0.02789, "loss_rpn_bbox": 0.03208, "loss_cls": 0.18906, "acc": 93.50952, "loss_bbox": 0.21287, "loss_mask": 0.22457, "loss": 0.68647, "time": 0.66805} {"mode": "train", "epoch": 13, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01984, "loss_rpn_cls": 0.02815, "loss_rpn_bbox": 0.03336, "loss_cls": 0.18875, "acc": 93.43872, "loss_bbox": 0.21548, "loss_mask": 0.22887, "loss": 0.69461, "time": 0.68421} {"mode": "train", "epoch": 13, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.01798, "loss_rpn_cls": 0.02737, "loss_rpn_bbox": 0.03335, "loss_cls": 0.19305, "acc": 93.36597, "loss_bbox": 0.21308, "loss_mask": 0.2289, "loss": 0.69576, "time": 0.67985} {"mode": "train", "epoch": 13, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.01714, "loss_rpn_cls": 0.02962, "loss_rpn_bbox": 0.03414, "loss_cls": 0.19286, "acc": 93.26196, "loss_bbox": 0.21847, "loss_mask": 0.23136, "loss": 0.70645, "time": 0.67323} {"mode": "train", "epoch": 13, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.01579, "loss_rpn_cls": 0.03266, "loss_rpn_bbox": 0.03446, "loss_cls": 0.19045, "acc": 93.28296, "loss_bbox": 0.22088, "loss_mask": 0.22583, "loss": 0.70428, "time": 0.6682} {"mode": "train", "epoch": 13, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.01614, "loss_rpn_cls": 0.02772, "loss_rpn_bbox": 0.03584, "loss_cls": 0.18885, "acc": 93.45728, "loss_bbox": 0.21577, "loss_mask": 0.22653, "loss": 0.6947, "time": 0.67617} {"mode": "train", "epoch": 13, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01527, "loss_rpn_cls": 0.02559, "loss_rpn_bbox": 0.0315, "loss_cls": 0.18322, "acc": 93.59033, "loss_bbox": 0.20848, "loss_mask": 0.22144, "loss": 0.67023, "time": 0.6627} {"mode": "train", "epoch": 13, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.02013, "loss_rpn_cls": 0.02732, "loss_rpn_bbox": 0.03119, "loss_cls": 0.18359, "acc": 93.59277, "loss_bbox": 0.20944, "loss_mask": 0.22302, "loss": 0.67455, "time": 0.67731} {"mode": "train", "epoch": 13, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.01641, "loss_rpn_cls": 0.02849, "loss_rpn_bbox": 0.03309, "loss_cls": 0.18631, "acc": 93.5271, "loss_bbox": 0.21027, "loss_mask": 0.22284, "loss": 0.681, "time": 0.66027} {"mode": "train", "epoch": 13, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.02015, "loss_rpn_cls": 0.02451, "loss_rpn_bbox": 0.03239, "loss_cls": 0.18073, "acc": 93.61816, "loss_bbox": 0.21556, "loss_mask": 0.22372, "loss": 0.67691, "time": 0.66999} {"mode": "train", "epoch": 13, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01835, "loss_rpn_cls": 0.02938, "loss_rpn_bbox": 0.03503, "loss_cls": 0.18645, "acc": 93.42603, "loss_bbox": 0.21766, "loss_mask": 0.22788, "loss": 0.69641, "time": 0.67773} {"mode": "train", "epoch": 13, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01502, "loss_rpn_cls": 0.02716, "loss_rpn_bbox": 0.03377, "loss_cls": 0.18678, "acc": 93.48608, "loss_bbox": 0.21286, "loss_mask": 0.22552, "loss": 0.68609, "time": 0.68758} {"mode": "train", "epoch": 13, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.01749, "loss_rpn_cls": 0.02805, "loss_rpn_bbox": 0.03397, "loss_cls": 0.19203, "acc": 93.33594, "loss_bbox": 0.21778, "loss_mask": 0.22953, "loss": 0.70136, "time": 0.66575} {"mode": "train", "epoch": 13, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.02119, "loss_rpn_cls": 0.02618, "loss_rpn_bbox": 0.03273, "loss_cls": 0.17398, "acc": 93.77466, "loss_bbox": 0.20954, "loss_mask": 0.22268, "loss": 0.66513, "time": 0.6741} {"mode": "train", "epoch": 13, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.01715, "loss_rpn_cls": 0.02599, "loss_rpn_bbox": 0.03493, "loss_cls": 0.18841, "acc": 93.45483, "loss_bbox": 0.21379, "loss_mask": 0.22047, "loss": 0.68359, "time": 0.67072} {"mode": "train", "epoch": 13, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01856, "loss_rpn_cls": 0.03048, "loss_rpn_bbox": 0.03525, "loss_cls": 0.18777, "acc": 93.42529, "loss_bbox": 0.22288, "loss_mask": 0.2264, "loss": 0.70278, "time": 0.66639} {"mode": "train", "epoch": 13, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.0192, "loss_rpn_cls": 0.02685, "loss_rpn_bbox": 0.03373, "loss_cls": 0.18692, "acc": 93.34741, "loss_bbox": 0.22074, "loss_mask": 0.22225, "loss": 0.69048, "time": 0.67345} {"mode": "train", "epoch": 13, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01861, "loss_rpn_cls": 0.02814, "loss_rpn_bbox": 0.03496, "loss_cls": 0.18991, "acc": 93.3645, "loss_bbox": 0.21803, "loss_mask": 0.23708, "loss": 0.70812, "time": 0.66401} {"mode": "train", "epoch": 13, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.01517, "loss_rpn_cls": 0.02716, "loss_rpn_bbox": 0.03495, "loss_cls": 0.1828, "acc": 93.55933, "loss_bbox": 0.21524, "loss_mask": 0.22454, "loss": 0.68469, "time": 0.66807} {"mode": "train", "epoch": 13, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.01717, "loss_rpn_cls": 0.03151, "loss_rpn_bbox": 0.03612, "loss_cls": 0.18251, "acc": 93.51978, "loss_bbox": 0.21747, "loss_mask": 0.22448, "loss": 0.69208, "time": 0.669} {"mode": "train", "epoch": 13, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.01593, "loss_rpn_cls": 0.03007, "loss_rpn_bbox": 0.0358, "loss_cls": 0.18632, "acc": 93.30249, "loss_bbox": 0.22158, "loss_mask": 0.22824, "loss": 0.70202, "time": 0.67735} {"mode": "train", "epoch": 13, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.01747, "loss_rpn_cls": 0.02449, "loss_rpn_bbox": 0.03286, "loss_cls": 0.18726, "acc": 93.4104, "loss_bbox": 0.21584, "loss_mask": 0.22508, "loss": 0.68553, "time": 0.68116} {"mode": "train", "epoch": 13, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.01665, "loss_rpn_cls": 0.02643, "loss_rpn_bbox": 0.03368, "loss_cls": 0.18842, "acc": 93.36304, "loss_bbox": 0.21822, "loss_mask": 0.22674, "loss": 0.69349, "time": 0.67663} {"mode": "train", "epoch": 13, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.017, "loss_rpn_cls": 0.02573, "loss_rpn_bbox": 0.03227, "loss_cls": 0.18505, "acc": 93.53979, "loss_bbox": 0.21532, "loss_mask": 0.22357, "loss": 0.68195, "time": 0.66932} {"mode": "train", "epoch": 13, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.01662, "loss_rpn_cls": 0.02704, "loss_rpn_bbox": 0.03273, "loss_cls": 0.18867, "acc": 93.40796, "loss_bbox": 0.21732, "loss_mask": 0.22984, "loss": 0.6956, "time": 0.66429} {"mode": "train", "epoch": 13, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.01447, "loss_rpn_cls": 0.02687, "loss_rpn_bbox": 0.03256, "loss_cls": 0.19135, "acc": 93.32129, "loss_bbox": 0.21891, "loss_mask": 0.2274, "loss": 0.69709, "time": 0.66862} {"mode": "train", "epoch": 13, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.01543, "loss_rpn_cls": 0.02681, "loss_rpn_bbox": 0.03307, "loss_cls": 0.18977, "acc": 93.51147, "loss_bbox": 0.21656, "loss_mask": 0.22362, "loss": 0.68984, "time": 0.6657} {"mode": "train", "epoch": 13, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.0171, "loss_rpn_cls": 0.02699, "loss_rpn_bbox": 0.03357, "loss_cls": 0.18241, "acc": 93.60229, "loss_bbox": 0.2135, "loss_mask": 0.22246, "loss": 0.67892, "time": 0.66682} {"mode": "train", "epoch": 13, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.01661, "loss_rpn_cls": 0.02704, "loss_rpn_bbox": 0.03246, "loss_cls": 0.17739, "acc": 93.80615, "loss_bbox": 0.20566, "loss_mask": 0.22403, "loss": 0.66658, "time": 0.66355} {"mode": "train", "epoch": 13, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.01743, "loss_rpn_cls": 0.02618, "loss_rpn_bbox": 0.03226, "loss_cls": 0.18151, "acc": 93.64136, "loss_bbox": 0.21306, "loss_mask": 0.22342, "loss": 0.67643, "time": 0.67128} {"mode": "train", "epoch": 13, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.01591, "loss_rpn_cls": 0.02685, "loss_rpn_bbox": 0.03236, "loss_cls": 0.1752, "acc": 93.82422, "loss_bbox": 0.20609, "loss_mask": 0.22616, "loss": 0.66666, "time": 0.66966} {"mode": "train", "epoch": 13, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.01884, "loss_rpn_cls": 0.02681, "loss_rpn_bbox": 0.03204, "loss_cls": 0.17914, "acc": 93.75732, "loss_bbox": 0.20685, "loss_mask": 0.22577, "loss": 0.6706, "time": 0.68007} {"mode": "train", "epoch": 13, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.01664, "loss_rpn_cls": 0.02963, "loss_rpn_bbox": 0.03481, "loss_cls": 0.19777, "acc": 93.09863, "loss_bbox": 0.2257, "loss_mask": 0.22787, "loss": 0.71579, "time": 0.66463} {"mode": "train", "epoch": 13, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.01842, "loss_rpn_cls": 0.02959, "loss_rpn_bbox": 0.03447, "loss_cls": 0.19626, "acc": 93.16528, "loss_bbox": 0.22364, "loss_mask": 0.23581, "loss": 0.71977, "time": 0.66675} {"mode": "train", "epoch": 13, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.01729, "loss_rpn_cls": 0.02843, "loss_rpn_bbox": 0.03415, "loss_cls": 0.18493, "acc": 93.56543, "loss_bbox": 0.21369, "loss_mask": 0.23126, "loss": 0.69245, "time": 0.66911} {"mode": "train", "epoch": 13, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.01828, "loss_rpn_cls": 0.02693, "loss_rpn_bbox": 0.03274, "loss_cls": 0.18721, "acc": 93.36353, "loss_bbox": 0.21898, "loss_mask": 0.22386, "loss": 0.68972, "time": 0.66417} {"mode": "train", "epoch": 13, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.01513, "loss_rpn_cls": 0.02615, "loss_rpn_bbox": 0.03244, "loss_cls": 0.18184, "acc": 93.68555, "loss_bbox": 0.2133, "loss_mask": 0.22285, "loss": 0.67659, "time": 0.65639} {"mode": "train", "epoch": 13, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.01682, "loss_rpn_cls": 0.02805, "loss_rpn_bbox": 0.03517, "loss_cls": 0.18907, "acc": 93.37329, "loss_bbox": 0.2166, "loss_mask": 0.2243, "loss": 0.6932, "time": 0.67938} {"mode": "train", "epoch": 13, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.01577, "loss_rpn_cls": 0.02838, "loss_rpn_bbox": 0.03336, "loss_cls": 0.18893, "acc": 93.39038, "loss_bbox": 0.21589, "loss_mask": 0.22477, "loss": 0.69133, "time": 0.66399} {"mode": "train", "epoch": 13, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.01795, "loss_rpn_cls": 0.0275, "loss_rpn_bbox": 0.03192, "loss_cls": 0.17578, "acc": 93.90698, "loss_bbox": 0.20585, "loss_mask": 0.22413, "loss": 0.66518, "time": 0.66304} {"mode": "train", "epoch": 13, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.01484, "loss_rpn_cls": 0.03011, "loss_rpn_bbox": 0.03653, "loss_cls": 0.1979, "acc": 93.18311, "loss_bbox": 0.2255, "loss_mask": 0.23282, "loss": 0.72286, "time": 0.68564} {"mode": "train", "epoch": 13, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.01725, "loss_rpn_cls": 0.02797, "loss_rpn_bbox": 0.0348, "loss_cls": 0.18063, "acc": 93.6748, "loss_bbox": 0.20929, "loss_mask": 0.22069, "loss": 0.67338, "time": 0.67516} {"mode": "train", "epoch": 13, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01854, "loss_rpn_cls": 0.02558, "loss_rpn_bbox": 0.03399, "loss_cls": 0.17741, "acc": 93.74707, "loss_bbox": 0.20828, "loss_mask": 0.2184, "loss": 0.66365, "time": 0.67637} {"mode": "train", "epoch": 13, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.01577, "loss_rpn_cls": 0.02882, "loss_rpn_bbox": 0.03262, "loss_cls": 0.18278, "acc": 93.73022, "loss_bbox": 0.21106, "loss_mask": 0.22114, "loss": 0.67642, "time": 0.66407} {"mode": "train", "epoch": 13, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.01729, "loss_rpn_cls": 0.0264, "loss_rpn_bbox": 0.03194, "loss_cls": 0.19501, "acc": 93.27881, "loss_bbox": 0.21578, "loss_mask": 0.22221, "loss": 0.69134, "time": 0.68454} {"mode": "train", "epoch": 13, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.01676, "loss_rpn_cls": 0.02749, "loss_rpn_bbox": 0.03475, "loss_cls": 0.18339, "acc": 93.57153, "loss_bbox": 0.21135, "loss_mask": 0.22529, "loss": 0.68227, "time": 0.66341} {"mode": "train", "epoch": 13, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01589, "loss_rpn_cls": 0.03004, "loss_rpn_bbox": 0.03523, "loss_cls": 0.18819, "acc": 93.30884, "loss_bbox": 0.22645, "loss_mask": 0.23095, "loss": 0.71086, "time": 0.6789} {"mode": "train", "epoch": 13, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.01723, "loss_rpn_cls": 0.02976, "loss_rpn_bbox": 0.03407, "loss_cls": 0.18696, "acc": 93.427, "loss_bbox": 0.21734, "loss_mask": 0.22637, "loss": 0.6945, "time": 0.67506} {"mode": "train", "epoch": 13, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.01547, "loss_rpn_cls": 0.02609, "loss_rpn_bbox": 0.03223, "loss_cls": 0.17579, "acc": 93.76001, "loss_bbox": 0.20839, "loss_mask": 0.21956, "loss": 0.66206, "time": 0.67083} {"mode": "train", "epoch": 13, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01846, "loss_rpn_cls": 0.02916, "loss_rpn_bbox": 0.0337, "loss_cls": 0.18533, "acc": 93.59521, "loss_bbox": 0.21043, "loss_mask": 0.22531, "loss": 0.68393, "time": 0.67503} {"mode": "train", "epoch": 13, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.01719, "loss_rpn_cls": 0.02996, "loss_rpn_bbox": 0.03436, "loss_cls": 0.18538, "acc": 93.62378, "loss_bbox": 0.21575, "loss_mask": 0.22841, "loss": 0.69385, "time": 0.67547} {"mode": "train", "epoch": 13, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.01579, "loss_rpn_cls": 0.02913, "loss_rpn_bbox": 0.03332, "loss_cls": 0.18808, "acc": 93.35156, "loss_bbox": 0.21548, "loss_mask": 0.22735, "loss": 0.69336, "time": 0.66554} {"mode": "train", "epoch": 13, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.02099, "loss_rpn_cls": 0.02573, "loss_rpn_bbox": 0.03296, "loss_cls": 0.18599, "acc": 93.43164, "loss_bbox": 0.21502, "loss_mask": 0.22146, "loss": 0.68116, "time": 0.67912} {"mode": "train", "epoch": 13, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.01744, "loss_rpn_cls": 0.02869, "loss_rpn_bbox": 0.03489, "loss_cls": 0.18762, "acc": 93.32861, "loss_bbox": 0.22044, "loss_mask": 0.22502, "loss": 0.69664, "time": 0.66666} {"mode": "train", "epoch": 13, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.01867, "loss_rpn_cls": 0.02583, "loss_rpn_bbox": 0.03232, "loss_cls": 0.18166, "acc": 93.55371, "loss_bbox": 0.21545, "loss_mask": 0.22269, "loss": 0.67796, "time": 0.67566} {"mode": "train", "epoch": 13, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.01562, "loss_rpn_cls": 0.02757, "loss_rpn_bbox": 0.03239, "loss_cls": 0.18349, "acc": 93.52441, "loss_bbox": 0.21109, "loss_mask": 0.22688, "loss": 0.68141, "time": 0.67032} {"mode": "train", "epoch": 13, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01673, "loss_rpn_cls": 0.02784, "loss_rpn_bbox": 0.034, "loss_cls": 0.18222, "acc": 93.62231, "loss_bbox": 0.20876, "loss_mask": 0.2278, "loss": 0.68062, "time": 0.67209} {"mode": "train", "epoch": 13, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01729, "loss_rpn_cls": 0.02692, "loss_rpn_bbox": 0.03339, "loss_cls": 0.18057, "acc": 93.7146, "loss_bbox": 0.20656, "loss_mask": 0.22485, "loss": 0.67229, "time": 0.66137} {"mode": "train", "epoch": 13, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.0158, "loss_rpn_cls": 0.02407, "loss_rpn_bbox": 0.03374, "loss_cls": 0.17875, "acc": 93.75757, "loss_bbox": 0.20792, "loss_mask": 0.21851, "loss": 0.66298, "time": 0.67216} {"mode": "train", "epoch": 13, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.01607, "loss_rpn_cls": 0.0287, "loss_rpn_bbox": 0.03552, "loss_cls": 0.19243, "acc": 93.25391, "loss_bbox": 0.22183, "loss_mask": 0.23188, "loss": 0.71035, "time": 0.68082} {"mode": "train", "epoch": 13, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.01697, "loss_rpn_cls": 0.02768, "loss_rpn_bbox": 0.03491, "loss_cls": 0.18185, "acc": 93.54028, "loss_bbox": 0.21249, "loss_mask": 0.22366, "loss": 0.68059, "time": 0.66285} {"mode": "train", "epoch": 13, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.01939, "loss_rpn_cls": 0.02438, "loss_rpn_bbox": 0.03098, "loss_cls": 0.18284, "acc": 93.63403, "loss_bbox": 0.2076, "loss_mask": 0.223, "loss": 0.66879, "time": 0.66121} {"mode": "train", "epoch": 13, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.01666, "loss_rpn_cls": 0.02506, "loss_rpn_bbox": 0.03404, "loss_cls": 0.19149, "acc": 93.33496, "loss_bbox": 0.21992, "loss_mask": 0.23098, "loss": 0.7015, "time": 0.67779} {"mode": "train", "epoch": 13, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.017, "loss_rpn_cls": 0.02593, "loss_rpn_bbox": 0.03402, "loss_cls": 0.18948, "acc": 93.46289, "loss_bbox": 0.21879, "loss_mask": 0.23054, "loss": 0.69875, "time": 0.6755} {"mode": "train", "epoch": 13, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.01765, "loss_rpn_cls": 0.02656, "loss_rpn_bbox": 0.03347, "loss_cls": 0.18744, "acc": 93.50171, "loss_bbox": 0.21432, "loss_mask": 0.22492, "loss": 0.68673, "time": 0.67805} {"mode": "train", "epoch": 13, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01855, "loss_rpn_cls": 0.02679, "loss_rpn_bbox": 0.03585, "loss_cls": 0.18701, "acc": 93.48096, "loss_bbox": 0.21647, "loss_mask": 0.22429, "loss": 0.69041, "time": 0.67601} {"mode": "train", "epoch": 13, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01435, "loss_rpn_cls": 0.02842, "loss_rpn_bbox": 0.03422, "loss_cls": 0.18913, "acc": 93.4043, "loss_bbox": 0.21815, "loss_mask": 0.23253, "loss": 0.70245, "time": 0.67731} {"mode": "val", "epoch": 13, "iter": 625, "lr": 0.0, "bbox_mAP": 0.4921, "bbox_mAP_50": 0.7186, "bbox_mAP_75": 0.5457, "bbox_mAP_s": 0.3527, "bbox_mAP_m": 0.5323, "bbox_mAP_l": 0.6215, "bbox_mAP_copypaste": "0.4921 0.7186 0.5457 0.3527 0.5323 0.6215", "segm_mAP": 0.438, "segm_mAP_50": 0.6868, "segm_mAP_75": 0.4727, "segm_mAP_s": 0.2544, "segm_mAP_m": 0.4746, "segm_mAP_l": 0.63, "segm_mAP_copypaste": "0.4380 0.6868 0.4727 0.2544 0.4746 0.6300"} {"mode": "train", "epoch": 14, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.71345, "loss_rpn_cls": 0.02617, "loss_rpn_bbox": 0.03232, "loss_cls": 0.18655, "acc": 93.55835, "loss_bbox": 0.21163, "loss_mask": 0.22097, "loss": 0.67762, "time": 1.37099} {"mode": "train", "epoch": 14, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.01674, "loss_rpn_cls": 0.02774, "loss_rpn_bbox": 0.03479, "loss_cls": 0.17732, "acc": 93.72363, "loss_bbox": 0.21175, "loss_mask": 0.22015, "loss": 0.67176, "time": 0.67779} {"mode": "train", "epoch": 14, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.01785, "loss_rpn_cls": 0.0283, "loss_rpn_bbox": 0.0342, "loss_cls": 0.1809, "acc": 93.62207, "loss_bbox": 0.2122, "loss_mask": 0.22125, "loss": 0.67685, "time": 0.67166} {"mode": "train", "epoch": 14, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.01641, "loss_rpn_cls": 0.02676, "loss_rpn_bbox": 0.03293, "loss_cls": 0.18613, "acc": 93.51685, "loss_bbox": 0.21035, "loss_mask": 0.22617, "loss": 0.68235, "time": 0.67461} {"mode": "train", "epoch": 14, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.01949, "loss_rpn_cls": 0.02789, "loss_rpn_bbox": 0.03535, "loss_cls": 0.18091, "acc": 93.47485, "loss_bbox": 0.21523, "loss_mask": 0.22559, "loss": 0.68497, "time": 0.67634} {"mode": "train", "epoch": 14, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.01793, "loss_rpn_cls": 0.02597, "loss_rpn_bbox": 0.03243, "loss_cls": 0.18507, "acc": 93.54248, "loss_bbox": 0.21567, "loss_mask": 0.22374, "loss": 0.68288, "time": 0.66533} {"mode": "train", "epoch": 14, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.01727, "loss_rpn_cls": 0.02934, "loss_rpn_bbox": 0.03332, "loss_cls": 0.17918, "acc": 93.73828, "loss_bbox": 0.20858, "loss_mask": 0.22405, "loss": 0.67448, "time": 0.6764} {"mode": "train", "epoch": 14, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.01881, "loss_rpn_cls": 0.02707, "loss_rpn_bbox": 0.03413, "loss_cls": 0.18447, "acc": 93.5686, "loss_bbox": 0.21044, "loss_mask": 0.22625, "loss": 0.68236, "time": 0.66952} {"mode": "train", "epoch": 14, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.01686, "loss_rpn_cls": 0.02484, "loss_rpn_bbox": 0.03187, "loss_cls": 0.17587, "acc": 93.75952, "loss_bbox": 0.20618, "loss_mask": 0.21576, "loss": 0.65451, "time": 0.66303} {"mode": "train", "epoch": 14, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.01836, "loss_rpn_cls": 0.03037, "loss_rpn_bbox": 0.03601, "loss_cls": 0.19705, "acc": 93.18872, "loss_bbox": 0.22316, "loss_mask": 0.2258, "loss": 0.71239, "time": 0.65885} {"mode": "train", "epoch": 14, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01788, "loss_rpn_cls": 0.02772, "loss_rpn_bbox": 0.03394, "loss_cls": 0.18831, "acc": 93.58081, "loss_bbox": 0.21188, "loss_mask": 0.22732, "loss": 0.68918, "time": 0.66571} {"mode": "train", "epoch": 14, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.01635, "loss_rpn_cls": 0.02862, "loss_rpn_bbox": 0.03398, "loss_cls": 0.18017, "acc": 93.58936, "loss_bbox": 0.21519, "loss_mask": 0.21938, "loss": 0.67735, "time": 0.66532} {"mode": "train", "epoch": 14, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.0183, "loss_rpn_cls": 0.02619, "loss_rpn_bbox": 0.03422, "loss_cls": 0.1781, "acc": 93.66406, "loss_bbox": 0.21349, "loss_mask": 0.21889, "loss": 0.67088, "time": 0.6721} {"mode": "train", "epoch": 14, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.01591, "loss_rpn_cls": 0.02545, "loss_rpn_bbox": 0.03307, "loss_cls": 0.17779, "acc": 93.75171, "loss_bbox": 0.20761, "loss_mask": 0.21516, "loss": 0.65909, "time": 0.65516} {"mode": "train", "epoch": 14, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.01744, "loss_rpn_cls": 0.02526, "loss_rpn_bbox": 0.03329, "loss_cls": 0.18032, "acc": 93.55469, "loss_bbox": 0.21169, "loss_mask": 0.22397, "loss": 0.67453, "time": 0.67303} {"mode": "train", "epoch": 14, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.01678, "loss_rpn_cls": 0.02571, "loss_rpn_bbox": 0.03338, "loss_cls": 0.18525, "acc": 93.42773, "loss_bbox": 0.21117, "loss_mask": 0.22376, "loss": 0.67927, "time": 0.6718} {"mode": "train", "epoch": 14, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.01676, "loss_rpn_cls": 0.02743, "loss_rpn_bbox": 0.03275, "loss_cls": 0.17279, "acc": 93.89233, "loss_bbox": 0.20316, "loss_mask": 0.22317, "loss": 0.65929, "time": 0.67658} {"mode": "train", "epoch": 14, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.01941, "loss_rpn_cls": 0.0311, "loss_rpn_bbox": 0.03586, "loss_cls": 0.1884, "acc": 93.38501, "loss_bbox": 0.2172, "loss_mask": 0.22706, "loss": 0.69962, "time": 0.66861} {"mode": "train", "epoch": 14, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.0165, "loss_rpn_cls": 0.02679, "loss_rpn_bbox": 0.0327, "loss_cls": 0.18249, "acc": 93.57812, "loss_bbox": 0.20978, "loss_mask": 0.22537, "loss": 0.67712, "time": 0.66688} {"mode": "train", "epoch": 14, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.01804, "loss_rpn_cls": 0.02791, "loss_rpn_bbox": 0.03441, "loss_cls": 0.19078, "acc": 93.34131, "loss_bbox": 0.21913, "loss_mask": 0.22398, "loss": 0.6962, "time": 0.66819} {"mode": "train", "epoch": 14, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01617, "loss_rpn_cls": 0.02848, "loss_rpn_bbox": 0.0321, "loss_cls": 0.18288, "acc": 93.65747, "loss_bbox": 0.20854, "loss_mask": 0.22338, "loss": 0.67538, "time": 0.6747} {"mode": "train", "epoch": 14, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.01749, "loss_rpn_cls": 0.02951, "loss_rpn_bbox": 0.03528, "loss_cls": 0.1852, "acc": 93.40308, "loss_bbox": 0.22026, "loss_mask": 0.22636, "loss": 0.69661, "time": 0.65699} {"mode": "train", "epoch": 14, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.01627, "loss_rpn_cls": 0.02642, "loss_rpn_bbox": 0.03271, "loss_cls": 0.1739, "acc": 93.92212, "loss_bbox": 0.20546, "loss_mask": 0.22772, "loss": 0.66621, "time": 0.66597} {"mode": "train", "epoch": 14, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.01917, "loss_rpn_cls": 0.02957, "loss_rpn_bbox": 0.03521, "loss_cls": 0.19125, "acc": 93.35815, "loss_bbox": 0.21996, "loss_mask": 0.23283, "loss": 0.70881, "time": 0.68493} {"mode": "train", "epoch": 14, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.01716, "loss_rpn_cls": 0.02568, "loss_rpn_bbox": 0.03322, "loss_cls": 0.18291, "acc": 93.56543, "loss_bbox": 0.21442, "loss_mask": 0.22292, "loss": 0.67915, "time": 0.67689} {"mode": "train", "epoch": 14, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.01656, "loss_rpn_cls": 0.02682, "loss_rpn_bbox": 0.03216, "loss_cls": 0.16742, "acc": 94.10693, "loss_bbox": 0.19763, "loss_mask": 0.21759, "loss": 0.64162, "time": 0.67089} {"mode": "train", "epoch": 14, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01588, "loss_rpn_cls": 0.02634, "loss_rpn_bbox": 0.03142, "loss_cls": 0.18598, "acc": 93.50635, "loss_bbox": 0.21568, "loss_mask": 0.22357, "loss": 0.68298, "time": 0.68019} {"mode": "train", "epoch": 14, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01583, "loss_rpn_cls": 0.02823, "loss_rpn_bbox": 0.03213, "loss_cls": 0.17725, "acc": 93.77271, "loss_bbox": 0.21058, "loss_mask": 0.22721, "loss": 0.6754, "time": 0.66939} {"mode": "train", "epoch": 14, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.01792, "loss_rpn_cls": 0.02733, "loss_rpn_bbox": 0.03437, "loss_cls": 0.176, "acc": 93.68726, "loss_bbox": 0.21324, "loss_mask": 0.2283, "loss": 0.67924, "time": 0.66739} {"mode": "train", "epoch": 14, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.01817, "loss_rpn_cls": 0.02801, "loss_rpn_bbox": 0.03464, "loss_cls": 0.18473, "acc": 93.42139, "loss_bbox": 0.21868, "loss_mask": 0.23185, "loss": 0.69791, "time": 0.67178} {"mode": "train", "epoch": 14, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.01777, "loss_rpn_cls": 0.02496, "loss_rpn_bbox": 0.03303, "loss_cls": 0.1777, "acc": 93.83325, "loss_bbox": 0.20498, "loss_mask": 0.22533, "loss": 0.666, "time": 0.67079} {"mode": "train", "epoch": 14, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.01581, "loss_rpn_cls": 0.02793, "loss_rpn_bbox": 0.03382, "loss_cls": 0.17615, "acc": 93.76733, "loss_bbox": 0.20625, "loss_mask": 0.21839, "loss": 0.66253, "time": 0.668} {"mode": "train", "epoch": 14, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.01711, "loss_rpn_cls": 0.02842, "loss_rpn_bbox": 0.03569, "loss_cls": 0.19237, "acc": 93.05908, "loss_bbox": 0.22338, "loss_mask": 0.22316, "loss": 0.70301, "time": 0.68635} {"mode": "train", "epoch": 14, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.01642, "loss_rpn_cls": 0.02965, "loss_rpn_bbox": 0.0352, "loss_cls": 0.19116, "acc": 93.198, "loss_bbox": 0.22257, "loss_mask": 0.23022, "loss": 0.7088, "time": 0.67048} {"mode": "train", "epoch": 14, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.01585, "loss_rpn_cls": 0.02509, "loss_rpn_bbox": 0.03155, "loss_cls": 0.17944, "acc": 93.72363, "loss_bbox": 0.21137, "loss_mask": 0.22069, "loss": 0.66813, "time": 0.67624} {"mode": "train", "epoch": 14, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.01918, "loss_rpn_cls": 0.02621, "loss_rpn_bbox": 0.03296, "loss_cls": 0.17937, "acc": 93.69043, "loss_bbox": 0.20699, "loss_mask": 0.22481, "loss": 0.67034, "time": 0.67804} {"mode": "train", "epoch": 14, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.01785, "loss_rpn_cls": 0.02524, "loss_rpn_bbox": 0.03281, "loss_cls": 0.18834, "acc": 93.40503, "loss_bbox": 0.21947, "loss_mask": 0.22347, "loss": 0.68933, "time": 0.67663} {"mode": "train", "epoch": 14, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.01678, "loss_rpn_cls": 0.02552, "loss_rpn_bbox": 0.03214, "loss_cls": 0.17956, "acc": 93.64087, "loss_bbox": 0.20606, "loss_mask": 0.21931, "loss": 0.6626, "time": 0.6649} {"mode": "train", "epoch": 14, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.0183, "loss_rpn_cls": 0.02919, "loss_rpn_bbox": 0.03551, "loss_cls": 0.19617, "acc": 92.95215, "loss_bbox": 0.2289, "loss_mask": 0.23125, "loss": 0.72102, "time": 0.66841} {"mode": "train", "epoch": 14, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.0191, "loss_rpn_cls": 0.0252, "loss_rpn_bbox": 0.03026, "loss_cls": 0.17649, "acc": 93.83057, "loss_bbox": 0.20775, "loss_mask": 0.22002, "loss": 0.65971, "time": 0.66575} {"mode": "train", "epoch": 14, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.01763, "loss_rpn_cls": 0.02793, "loss_rpn_bbox": 0.03383, "loss_cls": 0.18392, "acc": 93.4873, "loss_bbox": 0.21977, "loss_mask": 0.22681, "loss": 0.69226, "time": 0.66136} {"mode": "train", "epoch": 14, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.01662, "loss_rpn_cls": 0.0257, "loss_rpn_bbox": 0.03242, "loss_cls": 0.18178, "acc": 93.63403, "loss_bbox": 0.20941, "loss_mask": 0.22189, "loss": 0.6712, "time": 0.6704} {"mode": "train", "epoch": 14, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.01818, "loss_rpn_cls": 0.02502, "loss_rpn_bbox": 0.03034, "loss_cls": 0.17439, "acc": 93.91968, "loss_bbox": 0.20629, "loss_mask": 0.22045, "loss": 0.65649, "time": 0.65614} {"mode": "train", "epoch": 14, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.01837, "loss_rpn_cls": 0.0252, "loss_rpn_bbox": 0.03226, "loss_cls": 0.18447, "acc": 93.56714, "loss_bbox": 0.21457, "loss_mask": 0.22844, "loss": 0.68493, "time": 0.66286} {"mode": "train", "epoch": 14, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.0177, "loss_rpn_cls": 0.02808, "loss_rpn_bbox": 0.03122, "loss_cls": 0.18534, "acc": 93.36792, "loss_bbox": 0.21353, "loss_mask": 0.21854, "loss": 0.6767, "time": 0.66651} {"mode": "train", "epoch": 14, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.0177, "loss_rpn_cls": 0.02615, "loss_rpn_bbox": 0.03541, "loss_cls": 0.19154, "acc": 93.20239, "loss_bbox": 0.22596, "loss_mask": 0.22686, "loss": 0.70592, "time": 0.66987} {"mode": "train", "epoch": 14, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.01799, "loss_rpn_cls": 0.02615, "loss_rpn_bbox": 0.03441, "loss_cls": 0.18606, "acc": 93.42676, "loss_bbox": 0.22013, "loss_mask": 0.22519, "loss": 0.69194, "time": 0.66682} {"mode": "train", "epoch": 14, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.01601, "loss_rpn_cls": 0.02637, "loss_rpn_bbox": 0.03125, "loss_cls": 0.17267, "acc": 93.9502, "loss_bbox": 0.20007, "loss_mask": 0.21889, "loss": 0.64925, "time": 0.66435} {"mode": "train", "epoch": 14, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.01688, "loss_rpn_cls": 0.02975, "loss_rpn_bbox": 0.03281, "loss_cls": 0.17997, "acc": 93.61255, "loss_bbox": 0.21206, "loss_mask": 0.22065, "loss": 0.67524, "time": 0.67502} {"mode": "train", "epoch": 14, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.01768, "loss_rpn_cls": 0.02527, "loss_rpn_bbox": 0.03143, "loss_cls": 0.17717, "acc": 93.79956, "loss_bbox": 0.21141, "loss_mask": 0.22204, "loss": 0.66732, "time": 0.67791} {"mode": "train", "epoch": 14, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.01861, "loss_rpn_cls": 0.02777, "loss_rpn_bbox": 0.03504, "loss_cls": 0.19166, "acc": 93.22754, "loss_bbox": 0.2231, "loss_mask": 0.22744, "loss": 0.70501, "time": 0.67621} {"mode": "train", "epoch": 14, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.0158, "loss_rpn_cls": 0.02606, "loss_rpn_bbox": 0.03471, "loss_cls": 0.17482, "acc": 93.84009, "loss_bbox": 0.20725, "loss_mask": 0.22622, "loss": 0.66905, "time": 0.65573} {"mode": "train", "epoch": 14, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.01741, "loss_rpn_cls": 0.02871, "loss_rpn_bbox": 0.03314, "loss_cls": 0.18099, "acc": 93.73511, "loss_bbox": 0.20894, "loss_mask": 0.22245, "loss": 0.67422, "time": 0.67509} {"mode": "train", "epoch": 14, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.01802, "loss_rpn_cls": 0.02847, "loss_rpn_bbox": 0.0336, "loss_cls": 0.18454, "acc": 93.53809, "loss_bbox": 0.21497, "loss_mask": 0.22359, "loss": 0.68517, "time": 0.67512} {"mode": "train", "epoch": 14, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.0177, "loss_rpn_cls": 0.02681, "loss_rpn_bbox": 0.03186, "loss_cls": 0.17608, "acc": 93.75464, "loss_bbox": 0.20674, "loss_mask": 0.2173, "loss": 0.6588, "time": 0.6709} {"mode": "train", "epoch": 14, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.01877, "loss_rpn_cls": 0.02653, "loss_rpn_bbox": 0.03423, "loss_cls": 0.18057, "acc": 93.70483, "loss_bbox": 0.21066, "loss_mask": 0.22338, "loss": 0.67537, "time": 0.66466} {"mode": "train", "epoch": 14, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.01632, "loss_rpn_cls": 0.02482, "loss_rpn_bbox": 0.03156, "loss_cls": 0.18589, "acc": 93.51904, "loss_bbox": 0.21489, "loss_mask": 0.22923, "loss": 0.6864, "time": 0.68028} {"mode": "train", "epoch": 14, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.0182, "loss_rpn_cls": 0.02519, "loss_rpn_bbox": 0.03328, "loss_cls": 0.18246, "acc": 93.6355, "loss_bbox": 0.21132, "loss_mask": 0.22666, "loss": 0.67891, "time": 0.66747} {"mode": "train", "epoch": 14, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.01427, "loss_rpn_cls": 0.02533, "loss_rpn_bbox": 0.03187, "loss_cls": 0.17819, "acc": 93.73291, "loss_bbox": 0.20721, "loss_mask": 0.22453, "loss": 0.66712, "time": 0.67039} {"mode": "train", "epoch": 14, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.01767, "loss_rpn_cls": 0.02901, "loss_rpn_bbox": 0.03431, "loss_cls": 0.19135, "acc": 93.35303, "loss_bbox": 0.21858, "loss_mask": 0.23174, "loss": 0.70499, "time": 0.67382} {"mode": "train", "epoch": 14, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.01817, "loss_rpn_cls": 0.02845, "loss_rpn_bbox": 0.03299, "loss_cls": 0.18026, "acc": 93.79272, "loss_bbox": 0.20647, "loss_mask": 0.21648, "loss": 0.66466, "time": 0.69134} {"mode": "train", "epoch": 14, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.01713, "loss_rpn_cls": 0.02988, "loss_rpn_bbox": 0.03594, "loss_cls": 0.19599, "acc": 93.21753, "loss_bbox": 0.22634, "loss_mask": 0.22871, "loss": 0.71686, "time": 0.67464} {"mode": "train", "epoch": 14, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.01725, "loss_rpn_cls": 0.02699, "loss_rpn_bbox": 0.03387, "loss_cls": 0.18551, "acc": 93.53198, "loss_bbox": 0.21038, "loss_mask": 0.22304, "loss": 0.67979, "time": 0.67285} {"mode": "train", "epoch": 14, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01781, "loss_rpn_cls": 0.02967, "loss_rpn_bbox": 0.03445, "loss_cls": 0.19016, "acc": 93.2334, "loss_bbox": 0.22176, "loss_mask": 0.2195, "loss": 0.69554, "time": 0.6686} {"mode": "train", "epoch": 14, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.01698, "loss_rpn_cls": 0.02718, "loss_rpn_bbox": 0.03342, "loss_cls": 0.18197, "acc": 93.65503, "loss_bbox": 0.20841, "loss_mask": 0.22372, "loss": 0.6747, "time": 0.67155} {"mode": "train", "epoch": 14, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01793, "loss_rpn_cls": 0.02454, "loss_rpn_bbox": 0.03158, "loss_cls": 0.17919, "acc": 93.80981, "loss_bbox": 0.21049, "loss_mask": 0.21615, "loss": 0.66195, "time": 0.6697} {"mode": "train", "epoch": 14, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.01618, "loss_rpn_cls": 0.02618, "loss_rpn_bbox": 0.03309, "loss_cls": 0.18437, "acc": 93.52832, "loss_bbox": 0.21702, "loss_mask": 0.22242, "loss": 0.68307, "time": 0.66372} {"mode": "train", "epoch": 14, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.01719, "loss_rpn_cls": 0.02746, "loss_rpn_bbox": 0.03064, "loss_cls": 0.17691, "acc": 93.87573, "loss_bbox": 0.20551, "loss_mask": 0.21957, "loss": 0.6601, "time": 0.65368} {"mode": "train", "epoch": 14, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.01807, "loss_rpn_cls": 0.02954, "loss_rpn_bbox": 0.03389, "loss_cls": 0.18489, "acc": 93.60571, "loss_bbox": 0.2114, "loss_mask": 0.22763, "loss": 0.68736, "time": 0.6836} {"mode": "train", "epoch": 14, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.01714, "loss_rpn_cls": 0.02604, "loss_rpn_bbox": 0.03326, "loss_cls": 0.18477, "acc": 93.44824, "loss_bbox": 0.21439, "loss_mask": 0.2206, "loss": 0.67907, "time": 0.67407} {"mode": "train", "epoch": 14, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.01742, "loss_rpn_cls": 0.02883, "loss_rpn_bbox": 0.03641, "loss_cls": 0.19505, "acc": 93.07886, "loss_bbox": 0.22627, "loss_mask": 0.23365, "loss": 0.72021, "time": 0.66849} {"mode": "train", "epoch": 14, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.01821, "loss_rpn_cls": 0.02906, "loss_rpn_bbox": 0.03363, "loss_cls": 0.18903, "acc": 93.33691, "loss_bbox": 0.22052, "loss_mask": 0.23155, "loss": 0.70379, "time": 0.66732} {"mode": "train", "epoch": 14, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.01651, "loss_rpn_cls": 0.02657, "loss_rpn_bbox": 0.03223, "loss_cls": 0.17411, "acc": 93.88989, "loss_bbox": 0.20299, "loss_mask": 0.21816, "loss": 0.65407, "time": 0.67488} {"mode": "train", "epoch": 14, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.01577, "loss_rpn_cls": 0.0305, "loss_rpn_bbox": 0.03445, "loss_cls": 0.18614, "acc": 93.52246, "loss_bbox": 0.20768, "loss_mask": 0.22124, "loss": 0.68, "time": 0.67762} {"mode": "train", "epoch": 14, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01683, "loss_rpn_cls": 0.02729, "loss_rpn_bbox": 0.03495, "loss_cls": 0.19065, "acc": 93.41504, "loss_bbox": 0.22022, "loss_mask": 0.22793, "loss": 0.70104, "time": 0.67736} {"mode": "train", "epoch": 14, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01634, "loss_rpn_cls": 0.02653, "loss_rpn_bbox": 0.03197, "loss_cls": 0.17905, "acc": 93.74707, "loss_bbox": 0.20667, "loss_mask": 0.21833, "loss": 0.66255, "time": 0.67155} {"mode": "train", "epoch": 14, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01577, "loss_rpn_cls": 0.02737, "loss_rpn_bbox": 0.03344, "loss_cls": 0.18644, "acc": 93.45776, "loss_bbox": 0.21422, "loss_mask": 0.22506, "loss": 0.68652, "time": 0.66555} {"mode": "train", "epoch": 14, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01652, "loss_rpn_cls": 0.02698, "loss_rpn_bbox": 0.03253, "loss_cls": 0.18874, "acc": 93.47681, "loss_bbox": 0.21942, "loss_mask": 0.22158, "loss": 0.68926, "time": 0.65993} {"mode": "train", "epoch": 14, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.01656, "loss_rpn_cls": 0.02862, "loss_rpn_bbox": 0.03336, "loss_cls": 0.18469, "acc": 93.58838, "loss_bbox": 0.21234, "loss_mask": 0.21984, "loss": 0.67886, "time": 0.67439} {"mode": "train", "epoch": 14, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.01879, "loss_rpn_cls": 0.02747, "loss_rpn_bbox": 0.03426, "loss_cls": 0.18799, "acc": 93.4541, "loss_bbox": 0.21657, "loss_mask": 0.22035, "loss": 0.68665, "time": 0.67824} {"mode": "train", "epoch": 14, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01771, "loss_rpn_cls": 0.02555, "loss_rpn_bbox": 0.03408, "loss_cls": 0.1847, "acc": 93.56885, "loss_bbox": 0.21068, "loss_mask": 0.22265, "loss": 0.67766, "time": 0.67943} {"mode": "train", "epoch": 14, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.01672, "loss_rpn_cls": 0.02824, "loss_rpn_bbox": 0.03265, "loss_cls": 0.18155, "acc": 93.59448, "loss_bbox": 0.21218, "loss_mask": 0.22522, "loss": 0.67985, "time": 0.67603} {"mode": "train", "epoch": 14, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.0162, "loss_rpn_cls": 0.02543, "loss_rpn_bbox": 0.03194, "loss_cls": 0.17943, "acc": 93.74512, "loss_bbox": 0.20742, "loss_mask": 0.22139, "loss": 0.66561, "time": 0.67089} {"mode": "train", "epoch": 14, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.01894, "loss_rpn_cls": 0.0289, "loss_rpn_bbox": 0.03333, "loss_cls": 0.1872, "acc": 93.43164, "loss_bbox": 0.2177, "loss_mask": 0.21981, "loss": 0.68694, "time": 0.67614} {"mode": "train", "epoch": 14, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.02052, "loss_rpn_cls": 0.02912, "loss_rpn_bbox": 0.03644, "loss_cls": 0.18975, "acc": 93.32739, "loss_bbox": 0.21857, "loss_mask": 0.22688, "loss": 0.70077, "time": 0.67551} {"mode": "train", "epoch": 14, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01632, "loss_rpn_cls": 0.02815, "loss_rpn_bbox": 0.03303, "loss_cls": 0.17941, "acc": 93.66504, "loss_bbox": 0.21242, "loss_mask": 0.21982, "loss": 0.67283, "time": 0.66319} {"mode": "train", "epoch": 14, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.0188, "loss_rpn_cls": 0.02437, "loss_rpn_bbox": 0.03173, "loss_cls": 0.18577, "acc": 93.42725, "loss_bbox": 0.21324, "loss_mask": 0.21994, "loss": 0.67506, "time": 0.67895} {"mode": "train", "epoch": 14, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.01693, "loss_rpn_cls": 0.02651, "loss_rpn_bbox": 0.0332, "loss_cls": 0.18064, "acc": 93.57275, "loss_bbox": 0.21685, "loss_mask": 0.22347, "loss": 0.68067, "time": 0.66562} {"mode": "train", "epoch": 14, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.01774, "loss_rpn_cls": 0.02773, "loss_rpn_bbox": 0.03538, "loss_cls": 0.18004, "acc": 93.6394, "loss_bbox": 0.21108, "loss_mask": 0.22577, "loss": 0.68001, "time": 0.68261} {"mode": "train", "epoch": 14, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01758, "loss_rpn_cls": 0.025, "loss_rpn_bbox": 0.03147, "loss_cls": 0.17315, "acc": 93.79053, "loss_bbox": 0.20572, "loss_mask": 0.21998, "loss": 0.65532, "time": 0.67008} {"mode": "train", "epoch": 14, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01778, "loss_rpn_cls": 0.02483, "loss_rpn_bbox": 0.03205, "loss_cls": 0.18821, "acc": 93.45605, "loss_bbox": 0.21411, "loss_mask": 0.22414, "loss": 0.68335, "time": 0.67984} {"mode": "train", "epoch": 14, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.01665, "loss_rpn_cls": 0.02882, "loss_rpn_bbox": 0.03466, "loss_cls": 0.19107, "acc": 93.31396, "loss_bbox": 0.2236, "loss_mask": 0.22922, "loss": 0.70737, "time": 0.68521} {"mode": "train", "epoch": 14, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.01885, "loss_rpn_cls": 0.03046, "loss_rpn_bbox": 0.03464, "loss_cls": 0.19146, "acc": 93.22144, "loss_bbox": 0.22682, "loss_mask": 0.22978, "loss": 0.71317, "time": 0.68012} {"mode": "train", "epoch": 14, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.01732, "loss_rpn_cls": 0.026, "loss_rpn_bbox": 0.03341, "loss_cls": 0.18344, "acc": 93.65991, "loss_bbox": 0.20908, "loss_mask": 0.2261, "loss": 0.67803, "time": 0.66326} {"mode": "train", "epoch": 14, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01776, "loss_rpn_cls": 0.03044, "loss_rpn_bbox": 0.0372, "loss_cls": 0.18999, "acc": 93.26172, "loss_bbox": 0.22142, "loss_mask": 0.22627, "loss": 0.70533, "time": 0.68017} {"mode": "train", "epoch": 14, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.01775, "loss_rpn_cls": 0.02748, "loss_rpn_bbox": 0.03451, "loss_cls": 0.18448, "acc": 93.43921, "loss_bbox": 0.21826, "loss_mask": 0.23002, "loss": 0.69477, "time": 0.6679} {"mode": "train", "epoch": 14, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01701, "loss_rpn_cls": 0.02323, "loss_rpn_bbox": 0.03007, "loss_cls": 0.17726, "acc": 93.74097, "loss_bbox": 0.20751, "loss_mask": 0.22246, "loss": 0.66053, "time": 0.67001} {"mode": "train", "epoch": 14, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.01664, "loss_rpn_cls": 0.02578, "loss_rpn_bbox": 0.03216, "loss_cls": 0.18661, "acc": 93.44043, "loss_bbox": 0.2167, "loss_mask": 0.22203, "loss": 0.68328, "time": 0.67285} {"mode": "train", "epoch": 14, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.0169, "loss_rpn_cls": 0.02912, "loss_rpn_bbox": 0.03321, "loss_cls": 0.18791, "acc": 93.39551, "loss_bbox": 0.21738, "loss_mask": 0.22561, "loss": 0.69324, "time": 0.66332} {"mode": "train", "epoch": 14, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.01584, "loss_rpn_cls": 0.02658, "loss_rpn_bbox": 0.03217, "loss_cls": 0.17662, "acc": 93.78491, "loss_bbox": 0.20529, "loss_mask": 0.22065, "loss": 0.6613, "time": 0.67367} {"mode": "train", "epoch": 14, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.01836, "loss_rpn_cls": 0.02808, "loss_rpn_bbox": 0.03375, "loss_cls": 0.18035, "acc": 93.60498, "loss_bbox": 0.21014, "loss_mask": 0.22483, "loss": 0.67715, "time": 0.68028} {"mode": "train", "epoch": 14, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.01914, "loss_rpn_cls": 0.02628, "loss_rpn_bbox": 0.03476, "loss_cls": 0.18237, "acc": 93.58057, "loss_bbox": 0.21616, "loss_mask": 0.23113, "loss": 0.69071, "time": 0.66826} {"mode": "train", "epoch": 14, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.01418, "loss_rpn_cls": 0.02507, "loss_rpn_bbox": 0.03248, "loss_cls": 0.17882, "acc": 93.71436, "loss_bbox": 0.20319, "loss_mask": 0.2144, "loss": 0.65397, "time": 0.65519} {"mode": "train", "epoch": 14, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.017, "loss_rpn_cls": 0.02716, "loss_rpn_bbox": 0.03428, "loss_cls": 0.18666, "acc": 93.55103, "loss_bbox": 0.21011, "loss_mask": 0.22482, "loss": 0.68304, "time": 0.68339} {"mode": "train", "epoch": 14, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.01921, "loss_rpn_cls": 0.03055, "loss_rpn_bbox": 0.03537, "loss_cls": 0.18074, "acc": 93.62524, "loss_bbox": 0.21424, "loss_mask": 0.22757, "loss": 0.68847, "time": 0.67531} {"mode": "train", "epoch": 14, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.0176, "loss_rpn_cls": 0.03036, "loss_rpn_bbox": 0.03498, "loss_cls": 0.18896, "acc": 93.56226, "loss_bbox": 0.21702, "loss_mask": 0.22804, "loss": 0.69937, "time": 0.67022} {"mode": "train", "epoch": 14, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.01842, "loss_rpn_cls": 0.02767, "loss_rpn_bbox": 0.03351, "loss_cls": 0.18473, "acc": 93.54346, "loss_bbox": 0.21224, "loss_mask": 0.22643, "loss": 0.68457, "time": 0.68168} {"mode": "train", "epoch": 14, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.01621, "loss_rpn_cls": 0.02481, "loss_rpn_bbox": 0.03199, "loss_cls": 0.18508, "acc": 93.56079, "loss_bbox": 0.21191, "loss_mask": 0.22141, "loss": 0.6752, "time": 0.67906} {"mode": "train", "epoch": 14, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.01727, "loss_rpn_cls": 0.02838, "loss_rpn_bbox": 0.03315, "loss_cls": 0.18901, "acc": 93.39258, "loss_bbox": 0.21519, "loss_mask": 0.22979, "loss": 0.69551, "time": 0.66761} {"mode": "train", "epoch": 14, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.01761, "loss_rpn_cls": 0.02847, "loss_rpn_bbox": 0.03245, "loss_cls": 0.17855, "acc": 93.56665, "loss_bbox": 0.21334, "loss_mask": 0.21931, "loss": 0.67212, "time": 0.66958} {"mode": "train", "epoch": 14, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.0158, "loss_rpn_cls": 0.03087, "loss_rpn_bbox": 0.03389, "loss_cls": 0.18404, "acc": 93.45044, "loss_bbox": 0.21159, "loss_mask": 0.22568, "loss": 0.68607, "time": 0.66934} {"mode": "train", "epoch": 14, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.01682, "loss_rpn_cls": 0.02829, "loss_rpn_bbox": 0.0334, "loss_cls": 0.18567, "acc": 93.50049, "loss_bbox": 0.21135, "loss_mask": 0.22527, "loss": 0.68397, "time": 0.67051} {"mode": "train", "epoch": 14, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.01614, "loss_rpn_cls": 0.0281, "loss_rpn_bbox": 0.03512, "loss_cls": 0.18535, "acc": 93.48999, "loss_bbox": 0.22415, "loss_mask": 0.23262, "loss": 0.70534, "time": 0.67068} {"mode": "train", "epoch": 14, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.01678, "loss_rpn_cls": 0.02615, "loss_rpn_bbox": 0.03222, "loss_cls": 0.17764, "acc": 93.75439, "loss_bbox": 0.20677, "loss_mask": 0.22307, "loss": 0.66585, "time": 0.66623} {"mode": "train", "epoch": 14, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.0179, "loss_rpn_cls": 0.03054, "loss_rpn_bbox": 0.03673, "loss_cls": 0.18924, "acc": 93.38818, "loss_bbox": 0.21903, "loss_mask": 0.22749, "loss": 0.70302, "time": 0.66558} {"mode": "train", "epoch": 14, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.01972, "loss_rpn_cls": 0.02718, "loss_rpn_bbox": 0.03267, "loss_cls": 0.18209, "acc": 93.68115, "loss_bbox": 0.20821, "loss_mask": 0.21731, "loss": 0.66746, "time": 0.6687} {"mode": "train", "epoch": 14, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.01404, "loss_rpn_cls": 0.02584, "loss_rpn_bbox": 0.03313, "loss_cls": 0.18165, "acc": 93.67041, "loss_bbox": 0.21093, "loss_mask": 0.22365, "loss": 0.6752, "time": 0.66475} {"mode": "train", "epoch": 14, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.01694, "loss_rpn_cls": 0.02671, "loss_rpn_bbox": 0.03306, "loss_cls": 0.18051, "acc": 93.74805, "loss_bbox": 0.2114, "loss_mask": 0.21843, "loss": 0.67011, "time": 0.66779} {"mode": "train", "epoch": 14, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.01617, "loss_rpn_cls": 0.02791, "loss_rpn_bbox": 0.03373, "loss_cls": 0.17809, "acc": 93.70312, "loss_bbox": 0.20968, "loss_mask": 0.22245, "loss": 0.67187, "time": 0.67489} {"mode": "train", "epoch": 14, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.01884, "loss_rpn_cls": 0.0268, "loss_rpn_bbox": 0.0336, "loss_cls": 0.18521, "acc": 93.49854, "loss_bbox": 0.2177, "loss_mask": 0.22838, "loss": 0.69168, "time": 0.66527} {"mode": "train", "epoch": 14, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.01645, "loss_rpn_cls": 0.0298, "loss_rpn_bbox": 0.03488, "loss_cls": 0.19204, "acc": 93.28223, "loss_bbox": 0.21913, "loss_mask": 0.22297, "loss": 0.69882, "time": 0.67809} {"mode": "train", "epoch": 14, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01777, "loss_rpn_cls": 0.02608, "loss_rpn_bbox": 0.03393, "loss_cls": 0.17464, "acc": 93.68481, "loss_bbox": 0.21227, "loss_mask": 0.22413, "loss": 0.67104, "time": 0.6691} {"mode": "train", "epoch": 14, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.01923, "loss_rpn_cls": 0.02783, "loss_rpn_bbox": 0.03455, "loss_cls": 0.18641, "acc": 93.44702, "loss_bbox": 0.2274, "loss_mask": 0.22729, "loss": 0.70348, "time": 0.66935} {"mode": "train", "epoch": 14, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.0166, "loss_rpn_cls": 0.02411, "loss_rpn_bbox": 0.03112, "loss_cls": 0.18075, "acc": 93.57935, "loss_bbox": 0.20845, "loss_mask": 0.2191, "loss": 0.66353, "time": 0.67386} {"mode": "train", "epoch": 14, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.01813, "loss_rpn_cls": 0.02657, "loss_rpn_bbox": 0.03145, "loss_cls": 0.1813, "acc": 93.64062, "loss_bbox": 0.21053, "loss_mask": 0.2274, "loss": 0.67724, "time": 0.67149} {"mode": "train", "epoch": 14, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01669, "loss_rpn_cls": 0.02441, "loss_rpn_bbox": 0.03213, "loss_cls": 0.18243, "acc": 93.63721, "loss_bbox": 0.21336, "loss_mask": 0.22358, "loss": 0.67592, "time": 0.66599} {"mode": "train", "epoch": 14, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.01577, "loss_rpn_cls": 0.02554, "loss_rpn_bbox": 0.03354, "loss_cls": 0.17882, "acc": 93.74731, "loss_bbox": 0.20669, "loss_mask": 0.2229, "loss": 0.66749, "time": 0.67853} {"mode": "train", "epoch": 14, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.01606, "loss_rpn_cls": 0.02766, "loss_rpn_bbox": 0.03526, "loss_cls": 0.18527, "acc": 93.46118, "loss_bbox": 0.2153, "loss_mask": 0.22494, "loss": 0.68844, "time": 0.67035} {"mode": "train", "epoch": 14, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01912, "loss_rpn_cls": 0.02619, "loss_rpn_bbox": 0.03396, "loss_cls": 0.19118, "acc": 93.25098, "loss_bbox": 0.21937, "loss_mask": 0.22709, "loss": 0.69778, "time": 0.66733} {"mode": "train", "epoch": 14, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.01799, "loss_rpn_cls": 0.02673, "loss_rpn_bbox": 0.03292, "loss_cls": 0.18819, "acc": 93.3916, "loss_bbox": 0.21619, "loss_mask": 0.22661, "loss": 0.69064, "time": 0.66309} {"mode": "train", "epoch": 14, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.01685, "loss_rpn_cls": 0.02645, "loss_rpn_bbox": 0.03043, "loss_cls": 0.18825, "acc": 93.51147, "loss_bbox": 0.21195, "loss_mask": 0.22086, "loss": 0.67794, "time": 0.66528} {"mode": "train", "epoch": 14, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.01619, "loss_rpn_cls": 0.0236, "loss_rpn_bbox": 0.03125, "loss_cls": 0.18056, "acc": 93.56445, "loss_bbox": 0.21549, "loss_mask": 0.22064, "loss": 0.67155, "time": 0.6674} {"mode": "train", "epoch": 14, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.01987, "loss_rpn_cls": 0.02773, "loss_rpn_bbox": 0.03208, "loss_cls": 0.189, "acc": 93.34399, "loss_bbox": 0.21862, "loss_mask": 0.22713, "loss": 0.69456, "time": 0.66915} {"mode": "train", "epoch": 14, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.01918, "loss_rpn_cls": 0.03034, "loss_rpn_bbox": 0.03677, "loss_cls": 0.18535, "acc": 93.32275, "loss_bbox": 0.21774, "loss_mask": 0.22381, "loss": 0.69401, "time": 0.67563} {"mode": "train", "epoch": 14, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.01785, "loss_rpn_cls": 0.02605, "loss_rpn_bbox": 0.03394, "loss_cls": 0.17765, "acc": 93.74731, "loss_bbox": 0.21046, "loss_mask": 0.22181, "loss": 0.66992, "time": 0.67196} {"mode": "train", "epoch": 14, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01824, "loss_rpn_cls": 0.02908, "loss_rpn_bbox": 0.03539, "loss_cls": 0.19103, "acc": 93.31958, "loss_bbox": 0.2199, "loss_mask": 0.22819, "loss": 0.70358, "time": 0.67412} {"mode": "train", "epoch": 14, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01942, "loss_rpn_cls": 0.02791, "loss_rpn_bbox": 0.03498, "loss_cls": 0.18859, "acc": 93.36694, "loss_bbox": 0.22111, "loss_mask": 0.2269, "loss": 0.69948, "time": 0.66429} {"mode": "train", "epoch": 14, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.01924, "loss_rpn_cls": 0.0311, "loss_rpn_bbox": 0.03616, "loss_cls": 0.19295, "acc": 93.20532, "loss_bbox": 0.22406, "loss_mask": 0.23318, "loss": 0.71745, "time": 0.66518} {"mode": "train", "epoch": 14, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.01854, "loss_rpn_cls": 0.02587, "loss_rpn_bbox": 0.03336, "loss_cls": 0.1833, "acc": 93.52466, "loss_bbox": 0.21406, "loss_mask": 0.22931, "loss": 0.68592, "time": 0.67774} {"mode": "train", "epoch": 14, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.01654, "loss_rpn_cls": 0.02326, "loss_rpn_bbox": 0.0318, "loss_cls": 0.17577, "acc": 93.85815, "loss_bbox": 0.20838, "loss_mask": 0.21828, "loss": 0.65749, "time": 0.67272} {"mode": "train", "epoch": 14, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.0181, "loss_rpn_cls": 0.02983, "loss_rpn_bbox": 0.03369, "loss_cls": 0.18362, "acc": 93.39185, "loss_bbox": 0.2169, "loss_mask": 0.22446, "loss": 0.68849, "time": 0.66807} {"mode": "train", "epoch": 14, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.01815, "loss_rpn_cls": 0.02848, "loss_rpn_bbox": 0.033, "loss_cls": 0.1898, "acc": 93.39185, "loss_bbox": 0.2139, "loss_mask": 0.22755, "loss": 0.69273, "time": 0.6717} {"mode": "train", "epoch": 14, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.01769, "loss_rpn_cls": 0.02949, "loss_rpn_bbox": 0.03346, "loss_cls": 0.18276, "acc": 93.61963, "loss_bbox": 0.2129, "loss_mask": 0.21804, "loss": 0.67665, "time": 0.66467} {"mode": "train", "epoch": 14, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.01749, "loss_rpn_cls": 0.02787, "loss_rpn_bbox": 0.03507, "loss_cls": 0.18491, "acc": 93.58105, "loss_bbox": 0.21162, "loss_mask": 0.22625, "loss": 0.68572, "time": 0.67649} {"mode": "train", "epoch": 14, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01694, "loss_rpn_cls": 0.02861, "loss_rpn_bbox": 0.03293, "loss_cls": 0.18326, "acc": 93.67871, "loss_bbox": 0.21196, "loss_mask": 0.22417, "loss": 0.68093, "time": 0.6616} {"mode": "train", "epoch": 14, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01864, "loss_rpn_cls": 0.02644, "loss_rpn_bbox": 0.03385, "loss_cls": 0.18393, "acc": 93.53149, "loss_bbox": 0.21189, "loss_mask": 0.22847, "loss": 0.68458, "time": 0.66764} {"mode": "val", "epoch": 14, "iter": 625, "lr": 0.0, "bbox_mAP": 0.4951, "bbox_mAP_50": 0.7194, "bbox_mAP_75": 0.551, "bbox_mAP_s": 0.3391, "bbox_mAP_m": 0.5362, "bbox_mAP_l": 0.6233, "bbox_mAP_copypaste": "0.4951 0.7194 0.5510 0.3391 0.5362 0.6233", "segm_mAP": 0.4391, "segm_mAP_50": 0.6864, "segm_mAP_75": 0.4725, "segm_mAP_s": 0.2445, "segm_mAP_m": 0.4777, "segm_mAP_l": 0.6261, "segm_mAP_copypaste": "0.4391 0.6864 0.4725 0.2445 0.4777 0.6261"} {"mode": "train", "epoch": 15, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.71452, "loss_rpn_cls": 0.02309, "loss_rpn_bbox": 0.03079, "loss_cls": 0.18089, "acc": 93.64502, "loss_bbox": 0.21637, "loss_mask": 0.23176, "loss": 0.6829, "time": 1.37152} {"mode": "train", "epoch": 15, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.01928, "loss_rpn_cls": 0.02413, "loss_rpn_bbox": 0.0317, "loss_cls": 0.18835, "acc": 93.33936, "loss_bbox": 0.21733, "loss_mask": 0.22143, "loss": 0.68293, "time": 0.68643} {"mode": "train", "epoch": 15, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.01722, "loss_rpn_cls": 0.02903, "loss_rpn_bbox": 0.03453, "loss_cls": 0.18287, "acc": 93.50537, "loss_bbox": 0.21379, "loss_mask": 0.21813, "loss": 0.67835, "time": 0.67121} {"mode": "train", "epoch": 15, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.01962, "loss_rpn_cls": 0.02566, "loss_rpn_bbox": 0.03459, "loss_cls": 0.18398, "acc": 93.521, "loss_bbox": 0.22028, "loss_mask": 0.22375, "loss": 0.68826, "time": 0.68275} {"mode": "train", "epoch": 15, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.01975, "loss_rpn_cls": 0.0254, "loss_rpn_bbox": 0.03259, "loss_cls": 0.18141, "acc": 93.6355, "loss_bbox": 0.21381, "loss_mask": 0.22095, "loss": 0.67417, "time": 0.68187} {"mode": "train", "epoch": 15, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.02171, "loss_rpn_cls": 0.02498, "loss_rpn_bbox": 0.03173, "loss_cls": 0.17944, "acc": 93.61157, "loss_bbox": 0.21387, "loss_mask": 0.21954, "loss": 0.66955, "time": 0.66445} {"mode": "train", "epoch": 15, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.01763, "loss_rpn_cls": 0.02569, "loss_rpn_bbox": 0.03449, "loss_cls": 0.19183, "acc": 93.28833, "loss_bbox": 0.21792, "loss_mask": 0.22457, "loss": 0.6945, "time": 0.67109} {"mode": "train", "epoch": 15, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.01743, "loss_rpn_cls": 0.02625, "loss_rpn_bbox": 0.03342, "loss_cls": 0.17748, "acc": 93.66943, "loss_bbox": 0.21568, "loss_mask": 0.21933, "loss": 0.67217, "time": 0.6734} {"mode": "train", "epoch": 15, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.01551, "loss_rpn_cls": 0.02518, "loss_rpn_bbox": 0.03182, "loss_cls": 0.18996, "acc": 93.21509, "loss_bbox": 0.22006, "loss_mask": 0.22836, "loss": 0.69538, "time": 0.68589} {"mode": "train", "epoch": 15, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.01721, "loss_rpn_cls": 0.02606, "loss_rpn_bbox": 0.03445, "loss_cls": 0.18651, "acc": 93.39526, "loss_bbox": 0.21704, "loss_mask": 0.2257, "loss": 0.68975, "time": 0.67667} {"mode": "train", "epoch": 15, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01838, "loss_rpn_cls": 0.02559, "loss_rpn_bbox": 0.0312, "loss_cls": 0.17584, "acc": 93.80591, "loss_bbox": 0.2033, "loss_mask": 0.22038, "loss": 0.65632, "time": 0.66312} {"mode": "train", "epoch": 15, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.01625, "loss_rpn_cls": 0.02879, "loss_rpn_bbox": 0.03499, "loss_cls": 0.18598, "acc": 93.50854, "loss_bbox": 0.21195, "loss_mask": 0.22295, "loss": 0.68467, "time": 0.65732} {"mode": "train", "epoch": 15, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.01845, "loss_rpn_cls": 0.02561, "loss_rpn_bbox": 0.03217, "loss_cls": 0.17474, "acc": 93.81836, "loss_bbox": 0.20617, "loss_mask": 0.22552, "loss": 0.66422, "time": 0.66787} {"mode": "train", "epoch": 15, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.01846, "loss_rpn_cls": 0.02899, "loss_rpn_bbox": 0.03573, "loss_cls": 0.18782, "acc": 93.31494, "loss_bbox": 0.22165, "loss_mask": 0.22681, "loss": 0.70101, "time": 0.67509} {"mode": "train", "epoch": 15, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.02021, "loss_rpn_cls": 0.02613, "loss_rpn_bbox": 0.03367, "loss_cls": 0.18747, "acc": 93.34912, "loss_bbox": 0.2213, "loss_mask": 0.22551, "loss": 0.69408, "time": 0.6704} {"mode": "train", "epoch": 15, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.0212, "loss_rpn_cls": 0.02616, "loss_rpn_bbox": 0.0335, "loss_cls": 0.18703, "acc": 93.40356, "loss_bbox": 0.21818, "loss_mask": 0.22006, "loss": 0.68492, "time": 0.68615} {"mode": "train", "epoch": 15, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.01521, "loss_rpn_cls": 0.0283, "loss_rpn_bbox": 0.03282, "loss_cls": 0.18609, "acc": 93.63501, "loss_bbox": 0.21738, "loss_mask": 0.22896, "loss": 0.69355, "time": 0.67085} {"mode": "train", "epoch": 15, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.01986, "loss_rpn_cls": 0.02665, "loss_rpn_bbox": 0.03424, "loss_cls": 0.17684, "acc": 93.71924, "loss_bbox": 0.21003, "loss_mask": 0.22137, "loss": 0.66914, "time": 0.67318} {"mode": "train", "epoch": 15, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.01647, "loss_rpn_cls": 0.02564, "loss_rpn_bbox": 0.03304, "loss_cls": 0.17841, "acc": 93.65576, "loss_bbox": 0.20731, "loss_mask": 0.22068, "loss": 0.66508, "time": 0.66536} {"mode": "train", "epoch": 15, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.01778, "loss_rpn_cls": 0.02527, "loss_rpn_bbox": 0.0337, "loss_cls": 0.18021, "acc": 93.57275, "loss_bbox": 0.2144, "loss_mask": 0.22389, "loss": 0.67747, "time": 0.672} {"mode": "train", "epoch": 15, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01741, "loss_rpn_cls": 0.02669, "loss_rpn_bbox": 0.0332, "loss_cls": 0.17931, "acc": 93.69482, "loss_bbox": 0.20678, "loss_mask": 0.21345, "loss": 0.65942, "time": 0.67357} {"mode": "train", "epoch": 15, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.01687, "loss_rpn_cls": 0.02321, "loss_rpn_bbox": 0.02892, "loss_cls": 0.17119, "acc": 94.03857, "loss_bbox": 0.19659, "loss_mask": 0.21268, "loss": 0.63259, "time": 0.66931} {"mode": "train", "epoch": 15, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.01841, "loss_rpn_cls": 0.02737, "loss_rpn_bbox": 0.03279, "loss_cls": 0.16909, "acc": 93.94604, "loss_bbox": 0.20336, "loss_mask": 0.22016, "loss": 0.65278, "time": 0.68722} {"mode": "train", "epoch": 15, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.01904, "loss_rpn_cls": 0.02649, "loss_rpn_bbox": 0.03163, "loss_cls": 0.17568, "acc": 93.88184, "loss_bbox": 0.20756, "loss_mask": 0.22017, "loss": 0.66153, "time": 0.6723} {"mode": "train", "epoch": 15, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.01954, "loss_rpn_cls": 0.02572, "loss_rpn_bbox": 0.03301, "loss_cls": 0.18017, "acc": 93.65381, "loss_bbox": 0.2113, "loss_mask": 0.2184, "loss": 0.6686, "time": 0.66644} {"mode": "train", "epoch": 15, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.0177, "loss_rpn_cls": 0.02664, "loss_rpn_bbox": 0.03237, "loss_cls": 0.17827, "acc": 93.60205, "loss_bbox": 0.21268, "loss_mask": 0.22061, "loss": 0.67056, "time": 0.67393} {"mode": "train", "epoch": 15, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01753, "loss_rpn_cls": 0.02457, "loss_rpn_bbox": 0.03166, "loss_cls": 0.17283, "acc": 93.94333, "loss_bbox": 0.20034, "loss_mask": 0.22262, "loss": 0.65202, "time": 0.65771} {"mode": "train", "epoch": 15, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01497, "loss_rpn_cls": 0.02972, "loss_rpn_bbox": 0.03311, "loss_cls": 0.19715, "acc": 93.36206, "loss_bbox": 0.21389, "loss_mask": 0.22448, "loss": 0.69834, "time": 0.66969} {"mode": "train", "epoch": 15, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.01736, "loss_rpn_cls": 0.02622, "loss_rpn_bbox": 0.03419, "loss_cls": 0.1835, "acc": 93.49951, "loss_bbox": 0.21357, "loss_mask": 0.2253, "loss": 0.68278, "time": 0.6558} {"mode": "train", "epoch": 15, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.01724, "loss_rpn_cls": 0.02865, "loss_rpn_bbox": 0.03337, "loss_cls": 0.18203, "acc": 93.51758, "loss_bbox": 0.21052, "loss_mask": 0.22018, "loss": 0.67474, "time": 0.67286} {"mode": "train", "epoch": 15, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.0191, "loss_rpn_cls": 0.02552, "loss_rpn_bbox": 0.03131, "loss_cls": 0.16623, "acc": 94.18237, "loss_bbox": 0.19742, "loss_mask": 0.21795, "loss": 0.63844, "time": 0.66479} {"mode": "train", "epoch": 15, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.01691, "loss_rpn_cls": 0.0288, "loss_rpn_bbox": 0.03442, "loss_cls": 0.18607, "acc": 93.36768, "loss_bbox": 0.21591, "loss_mask": 0.22214, "loss": 0.68734, "time": 0.66554} {"mode": "train", "epoch": 15, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.01782, "loss_rpn_cls": 0.02898, "loss_rpn_bbox": 0.03247, "loss_cls": 0.16914, "acc": 94.1106, "loss_bbox": 0.19304, "loss_mask": 0.21948, "loss": 0.64311, "time": 0.66398} {"mode": "train", "epoch": 15, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.01633, "loss_rpn_cls": 0.03, "loss_rpn_bbox": 0.03473, "loss_cls": 0.18085, "acc": 93.75684, "loss_bbox": 0.20913, "loss_mask": 0.21911, "loss": 0.67382, "time": 0.6833} {"mode": "train", "epoch": 15, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.01679, "loss_rpn_cls": 0.02514, "loss_rpn_bbox": 0.03279, "loss_cls": 0.17278, "acc": 93.81812, "loss_bbox": 0.21067, "loss_mask": 0.22041, "loss": 0.6618, "time": 0.66324} {"mode": "train", "epoch": 15, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.02, "loss_rpn_cls": 0.02648, "loss_rpn_bbox": 0.0333, "loss_cls": 0.16543, "acc": 94.18359, "loss_bbox": 0.20186, "loss_mask": 0.21585, "loss": 0.64293, "time": 0.67879} {"mode": "train", "epoch": 15, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.01864, "loss_rpn_cls": 0.02622, "loss_rpn_bbox": 0.03454, "loss_cls": 0.17909, "acc": 93.59424, "loss_bbox": 0.21798, "loss_mask": 0.22445, "loss": 0.68228, "time": 0.67184} {"mode": "train", "epoch": 15, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.01612, "loss_rpn_cls": 0.02653, "loss_rpn_bbox": 0.0333, "loss_cls": 0.18369, "acc": 93.55273, "loss_bbox": 0.21395, "loss_mask": 0.22454, "loss": 0.68201, "time": 0.68493} {"mode": "train", "epoch": 15, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.01632, "loss_rpn_cls": 0.02854, "loss_rpn_bbox": 0.03479, "loss_cls": 0.19034, "acc": 93.36084, "loss_bbox": 0.21858, "loss_mask": 0.22438, "loss": 0.69663, "time": 0.66689} {"mode": "train", "epoch": 15, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.01955, "loss_rpn_cls": 0.02562, "loss_rpn_bbox": 0.03263, "loss_cls": 0.17369, "acc": 93.77563, "loss_bbox": 0.20977, "loss_mask": 0.22217, "loss": 0.66388, "time": 0.67366} {"mode": "train", "epoch": 15, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.01823, "loss_rpn_cls": 0.02753, "loss_rpn_bbox": 0.03407, "loss_cls": 0.18562, "acc": 93.49268, "loss_bbox": 0.20854, "loss_mask": 0.22105, "loss": 0.67681, "time": 0.67657} {"mode": "train", "epoch": 15, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.01661, "loss_rpn_cls": 0.02564, "loss_rpn_bbox": 0.03192, "loss_cls": 0.17803, "acc": 93.79858, "loss_bbox": 0.20631, "loss_mask": 0.22095, "loss": 0.66284, "time": 0.6737} {"mode": "train", "epoch": 15, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.01865, "loss_rpn_cls": 0.0252, "loss_rpn_bbox": 0.03223, "loss_cls": 0.18798, "acc": 93.34619, "loss_bbox": 0.21406, "loss_mask": 0.22133, "loss": 0.6808, "time": 0.66869} {"mode": "train", "epoch": 15, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.01888, "loss_rpn_cls": 0.02726, "loss_rpn_bbox": 0.03458, "loss_cls": 0.19356, "acc": 93.30981, "loss_bbox": 0.2156, "loss_mask": 0.2204, "loss": 0.6914, "time": 0.68492} {"mode": "train", "epoch": 15, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.01826, "loss_rpn_cls": 0.02763, "loss_rpn_bbox": 0.03355, "loss_cls": 0.18167, "acc": 93.62329, "loss_bbox": 0.2166, "loss_mask": 0.22014, "loss": 0.67959, "time": 0.68102} {"mode": "train", "epoch": 15, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.01628, "loss_rpn_cls": 0.02597, "loss_rpn_bbox": 0.03406, "loss_cls": 0.18124, "acc": 93.58105, "loss_bbox": 0.21435, "loss_mask": 0.22108, "loss": 0.6767, "time": 0.67375} {"mode": "train", "epoch": 15, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.01487, "loss_rpn_cls": 0.02651, "loss_rpn_bbox": 0.03174, "loss_cls": 0.17947, "acc": 93.70264, "loss_bbox": 0.21242, "loss_mask": 0.22816, "loss": 0.6783, "time": 0.67152} {"mode": "train", "epoch": 15, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.01596, "loss_rpn_cls": 0.02476, "loss_rpn_bbox": 0.03128, "loss_cls": 0.17753, "acc": 93.69604, "loss_bbox": 0.21103, "loss_mask": 0.21694, "loss": 0.66154, "time": 0.67714} {"mode": "train", "epoch": 15, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.01799, "loss_rpn_cls": 0.02528, "loss_rpn_bbox": 0.03408, "loss_cls": 0.18514, "acc": 93.64941, "loss_bbox": 0.21466, "loss_mask": 0.22126, "loss": 0.68042, "time": 0.67833} {"mode": "train", "epoch": 15, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.01902, "loss_rpn_cls": 0.02385, "loss_rpn_bbox": 0.03268, "loss_cls": 0.18011, "acc": 93.67212, "loss_bbox": 0.21416, "loss_mask": 0.23076, "loss": 0.68155, "time": 0.67317} {"mode": "train", "epoch": 15, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.01893, "loss_rpn_cls": 0.02837, "loss_rpn_bbox": 0.03375, "loss_cls": 0.18188, "acc": 93.63867, "loss_bbox": 0.21224, "loss_mask": 0.22372, "loss": 0.67996, "time": 0.67425} {"mode": "train", "epoch": 15, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.01695, "loss_rpn_cls": 0.02531, "loss_rpn_bbox": 0.03238, "loss_cls": 0.18415, "acc": 93.44824, "loss_bbox": 0.21445, "loss_mask": 0.21982, "loss": 0.67612, "time": 0.66917} {"mode": "train", "epoch": 15, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.02042, "loss_rpn_cls": 0.02656, "loss_rpn_bbox": 0.03396, "loss_cls": 0.18556, "acc": 93.59082, "loss_bbox": 0.21416, "loss_mask": 0.22676, "loss": 0.68699, "time": 0.68646} {"mode": "train", "epoch": 15, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.01682, "loss_rpn_cls": 0.02635, "loss_rpn_bbox": 0.03173, "loss_cls": 0.18003, "acc": 93.57812, "loss_bbox": 0.21561, "loss_mask": 0.22861, "loss": 0.68232, "time": 0.66809} {"mode": "train", "epoch": 15, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.01844, "loss_rpn_cls": 0.02815, "loss_rpn_bbox": 0.0339, "loss_cls": 0.18402, "acc": 93.49243, "loss_bbox": 0.21494, "loss_mask": 0.22279, "loss": 0.6838, "time": 0.66347} {"mode": "train", "epoch": 15, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.01515, "loss_rpn_cls": 0.02645, "loss_rpn_bbox": 0.03177, "loss_cls": 0.17241, "acc": 93.9668, "loss_bbox": 0.20276, "loss_mask": 0.22209, "loss": 0.65548, "time": 0.65861} {"mode": "train", "epoch": 15, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.01694, "loss_rpn_cls": 0.02522, "loss_rpn_bbox": 0.03274, "loss_cls": 0.18066, "acc": 93.70215, "loss_bbox": 0.21543, "loss_mask": 0.22729, "loss": 0.68133, "time": 0.67297} {"mode": "train", "epoch": 15, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.01796, "loss_rpn_cls": 0.02481, "loss_rpn_bbox": 0.03174, "loss_cls": 0.17703, "acc": 93.85815, "loss_bbox": 0.20198, "loss_mask": 0.2217, "loss": 0.65727, "time": 0.66399} {"mode": "train", "epoch": 15, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.01768, "loss_rpn_cls": 0.02497, "loss_rpn_bbox": 0.03146, "loss_cls": 0.17875, "acc": 93.65576, "loss_bbox": 0.20928, "loss_mask": 0.22359, "loss": 0.66806, "time": 0.6667} {"mode": "train", "epoch": 15, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.01885, "loss_rpn_cls": 0.02584, "loss_rpn_bbox": 0.03219, "loss_cls": 0.18026, "acc": 93.65601, "loss_bbox": 0.20937, "loss_mask": 0.21854, "loss": 0.6662, "time": 0.66368} {"mode": "train", "epoch": 15, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.01895, "loss_rpn_cls": 0.0291, "loss_rpn_bbox": 0.03501, "loss_cls": 0.18554, "acc": 93.51636, "loss_bbox": 0.21872, "loss_mask": 0.22569, "loss": 0.69406, "time": 0.67149} {"mode": "train", "epoch": 15, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.01825, "loss_rpn_cls": 0.02627, "loss_rpn_bbox": 0.03153, "loss_cls": 0.17319, "acc": 94.03394, "loss_bbox": 0.19923, "loss_mask": 0.21468, "loss": 0.64489, "time": 0.67245} {"mode": "train", "epoch": 15, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.01897, "loss_rpn_cls": 0.02367, "loss_rpn_bbox": 0.03268, "loss_cls": 0.16183, "acc": 94.13232, "loss_bbox": 0.19804, "loss_mask": 0.21933, "loss": 0.63554, "time": 0.67399} {"mode": "train", "epoch": 15, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01433, "loss_rpn_cls": 0.02519, "loss_rpn_bbox": 0.03126, "loss_cls": 0.17765, "acc": 93.80664, "loss_bbox": 0.20631, "loss_mask": 0.2203, "loss": 0.66071, "time": 0.66464} {"mode": "train", "epoch": 15, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.0171, "loss_rpn_cls": 0.02728, "loss_rpn_bbox": 0.035, "loss_cls": 0.18338, "acc": 93.37646, "loss_bbox": 0.21732, "loss_mask": 0.22811, "loss": 0.69109, "time": 0.66412} {"mode": "train", "epoch": 15, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.0182, "loss_rpn_cls": 0.02609, "loss_rpn_bbox": 0.03429, "loss_cls": 0.17856, "acc": 93.78613, "loss_bbox": 0.2065, "loss_mask": 0.21954, "loss": 0.66498, "time": 0.66769} {"mode": "train", "epoch": 15, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.01688, "loss_rpn_cls": 0.02792, "loss_rpn_bbox": 0.03625, "loss_cls": 0.1834, "acc": 93.51294, "loss_bbox": 0.21736, "loss_mask": 0.22626, "loss": 0.69119, "time": 0.68227} {"mode": "train", "epoch": 15, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.02046, "loss_rpn_cls": 0.02735, "loss_rpn_bbox": 0.03433, "loss_cls": 0.18514, "acc": 93.45703, "loss_bbox": 0.21974, "loss_mask": 0.22424, "loss": 0.6908, "time": 0.66932} {"mode": "train", "epoch": 15, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.01661, "loss_rpn_cls": 0.02362, "loss_rpn_bbox": 0.03311, "loss_cls": 0.18512, "acc": 93.40405, "loss_bbox": 0.22043, "loss_mask": 0.22892, "loss": 0.69121, "time": 0.67397} {"mode": "train", "epoch": 15, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.01816, "loss_rpn_cls": 0.02633, "loss_rpn_bbox": 0.03383, "loss_cls": 0.19069, "acc": 93.32324, "loss_bbox": 0.21855, "loss_mask": 0.224, "loss": 0.69339, "time": 0.67967} {"mode": "train", "epoch": 15, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.01733, "loss_rpn_cls": 0.02435, "loss_rpn_bbox": 0.03379, "loss_cls": 0.17464, "acc": 93.78979, "loss_bbox": 0.20745, "loss_mask": 0.21924, "loss": 0.65946, "time": 0.67934} {"mode": "train", "epoch": 15, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.01829, "loss_rpn_cls": 0.02594, "loss_rpn_bbox": 0.0332, "loss_cls": 0.18098, "acc": 93.57959, "loss_bbox": 0.21334, "loss_mask": 0.22213, "loss": 0.67559, "time": 0.66748} {"mode": "train", "epoch": 15, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.01848, "loss_rpn_cls": 0.02632, "loss_rpn_bbox": 0.03388, "loss_cls": 0.19341, "acc": 93.22144, "loss_bbox": 0.22248, "loss_mask": 0.22457, "loss": 0.70066, "time": 0.68034} {"mode": "train", "epoch": 15, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.01667, "loss_rpn_cls": 0.02401, "loss_rpn_bbox": 0.0303, "loss_cls": 0.16394, "acc": 94.1394, "loss_bbox": 0.19937, "loss_mask": 0.21837, "loss": 0.63599, "time": 0.67129} {"mode": "train", "epoch": 15, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01746, "loss_rpn_cls": 0.02663, "loss_rpn_bbox": 0.035, "loss_cls": 0.18283, "acc": 93.46582, "loss_bbox": 0.21901, "loss_mask": 0.22885, "loss": 0.69231, "time": 0.67442} {"mode": "train", "epoch": 15, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01663, "loss_rpn_cls": 0.02608, "loss_rpn_bbox": 0.03299, "loss_cls": 0.17852, "acc": 93.53516, "loss_bbox": 0.2124, "loss_mask": 0.22319, "loss": 0.67319, "time": 0.67287} {"mode": "train", "epoch": 15, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01749, "loss_rpn_cls": 0.02814, "loss_rpn_bbox": 0.03398, "loss_cls": 0.18752, "acc": 93.43579, "loss_bbox": 0.21246, "loss_mask": 0.22525, "loss": 0.68735, "time": 0.67138} {"mode": "train", "epoch": 15, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01703, "loss_rpn_cls": 0.02578, "loss_rpn_bbox": 0.03233, "loss_cls": 0.17431, "acc": 93.77173, "loss_bbox": 0.20627, "loss_mask": 0.22297, "loss": 0.66166, "time": 0.66982} {"mode": "train", "epoch": 15, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.01717, "loss_rpn_cls": 0.02715, "loss_rpn_bbox": 0.03434, "loss_cls": 0.18441, "acc": 93.43359, "loss_bbox": 0.21563, "loss_mask": 0.22695, "loss": 0.68847, "time": 0.66353} {"mode": "train", "epoch": 15, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.01764, "loss_rpn_cls": 0.03109, "loss_rpn_bbox": 0.03606, "loss_cls": 0.18794, "acc": 93.47046, "loss_bbox": 0.21567, "loss_mask": 0.23277, "loss": 0.70352, "time": 0.67313} {"mode": "train", "epoch": 15, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01804, "loss_rpn_cls": 0.02804, "loss_rpn_bbox": 0.03358, "loss_cls": 0.17365, "acc": 93.89062, "loss_bbox": 0.20073, "loss_mask": 0.21892, "loss": 0.65493, "time": 0.67497} {"mode": "train", "epoch": 15, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.01719, "loss_rpn_cls": 0.02326, "loss_rpn_bbox": 0.03058, "loss_cls": 0.17462, "acc": 93.90845, "loss_bbox": 0.20373, "loss_mask": 0.22139, "loss": 0.65359, "time": 0.66595} {"mode": "train", "epoch": 15, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.01578, "loss_rpn_cls": 0.02749, "loss_rpn_bbox": 0.03414, "loss_cls": 0.1809, "acc": 93.58276, "loss_bbox": 0.21085, "loss_mask": 0.22337, "loss": 0.67675, "time": 0.68206} {"mode": "train", "epoch": 15, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.01551, "loss_rpn_cls": 0.02605, "loss_rpn_bbox": 0.0303, "loss_cls": 0.16534, "acc": 94.18726, "loss_bbox": 0.19572, "loss_mask": 0.21337, "loss": 0.63078, "time": 0.66651} {"mode": "train", "epoch": 15, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.01598, "loss_rpn_cls": 0.02612, "loss_rpn_bbox": 0.03365, "loss_cls": 0.18412, "acc": 93.56348, "loss_bbox": 0.2099, "loss_mask": 0.2186, "loss": 0.6724, "time": 0.66852} {"mode": "train", "epoch": 15, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01808, "loss_rpn_cls": 0.02653, "loss_rpn_bbox": 0.03174, "loss_cls": 0.17901, "acc": 93.71655, "loss_bbox": 0.2062, "loss_mask": 0.21783, "loss": 0.66132, "time": 0.67228} {"mode": "train", "epoch": 15, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.01874, "loss_rpn_cls": 0.02748, "loss_rpn_bbox": 0.03455, "loss_cls": 0.18862, "acc": 93.27075, "loss_bbox": 0.21981, "loss_mask": 0.22462, "loss": 0.69508, "time": 0.67257} {"mode": "train", "epoch": 15, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.01991, "loss_rpn_cls": 0.02756, "loss_rpn_bbox": 0.03264, "loss_cls": 0.18135, "acc": 93.57715, "loss_bbox": 0.21013, "loss_mask": 0.22353, "loss": 0.67522, "time": 0.66132} {"mode": "train", "epoch": 15, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.01779, "loss_rpn_cls": 0.02782, "loss_rpn_bbox": 0.03278, "loss_cls": 0.17837, "acc": 93.70459, "loss_bbox": 0.21243, "loss_mask": 0.22334, "loss": 0.67474, "time": 0.66717} {"mode": "train", "epoch": 15, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01703, "loss_rpn_cls": 0.02677, "loss_rpn_bbox": 0.03342, "loss_cls": 0.17883, "acc": 93.56714, "loss_bbox": 0.20929, "loss_mask": 0.21919, "loss": 0.66749, "time": 0.67648} {"mode": "train", "epoch": 15, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.0168, "loss_rpn_cls": 0.02524, "loss_rpn_bbox": 0.03143, "loss_cls": 0.17499, "acc": 93.99561, "loss_bbox": 0.20113, "loss_mask": 0.22365, "loss": 0.65644, "time": 0.66867} {"mode": "train", "epoch": 15, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.01689, "loss_rpn_cls": 0.024, "loss_rpn_bbox": 0.02993, "loss_cls": 0.17146, "acc": 94.00781, "loss_bbox": 0.19964, "loss_mask": 0.21473, "loss": 0.63976, "time": 0.66138} {"mode": "train", "epoch": 15, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.02042, "loss_rpn_cls": 0.03039, "loss_rpn_bbox": 0.03537, "loss_cls": 0.18708, "acc": 93.37451, "loss_bbox": 0.22192, "loss_mask": 0.23026, "loss": 0.70503, "time": 0.67022} {"mode": "train", "epoch": 15, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.0165, "loss_rpn_cls": 0.02918, "loss_rpn_bbox": 0.03325, "loss_cls": 0.17564, "acc": 93.85547, "loss_bbox": 0.20746, "loss_mask": 0.22323, "loss": 0.66876, "time": 0.68889} {"mode": "train", "epoch": 15, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01566, "loss_rpn_cls": 0.02262, "loss_rpn_bbox": 0.03192, "loss_cls": 0.17785, "acc": 93.67773, "loss_bbox": 0.21298, "loss_mask": 0.21944, "loss": 0.66481, "time": 0.67105} {"mode": "train", "epoch": 15, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.01714, "loss_rpn_cls": 0.02722, "loss_rpn_bbox": 0.03435, "loss_cls": 0.18736, "acc": 93.33667, "loss_bbox": 0.21837, "loss_mask": 0.22632, "loss": 0.69362, "time": 0.66706} {"mode": "train", "epoch": 15, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01597, "loss_rpn_cls": 0.02621, "loss_rpn_bbox": 0.03237, "loss_cls": 0.18409, "acc": 93.54858, "loss_bbox": 0.21582, "loss_mask": 0.22059, "loss": 0.67908, "time": 0.66764} {"mode": "train", "epoch": 15, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.01742, "loss_rpn_cls": 0.02393, "loss_rpn_bbox": 0.03096, "loss_cls": 0.17906, "acc": 93.68213, "loss_bbox": 0.20994, "loss_mask": 0.22367, "loss": 0.66757, "time": 0.66929} {"mode": "train", "epoch": 15, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.01928, "loss_rpn_cls": 0.02976, "loss_rpn_bbox": 0.03533, "loss_cls": 0.19297, "acc": 93.20728, "loss_bbox": 0.21935, "loss_mask": 0.22588, "loss": 0.7033, "time": 0.67063} {"mode": "train", "epoch": 15, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.01679, "loss_rpn_cls": 0.02807, "loss_rpn_bbox": 0.03469, "loss_cls": 0.18025, "acc": 93.64404, "loss_bbox": 0.20791, "loss_mask": 0.22238, "loss": 0.6733, "time": 0.67804} {"mode": "train", "epoch": 15, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.01961, "loss_rpn_cls": 0.02809, "loss_rpn_bbox": 0.035, "loss_cls": 0.188, "acc": 93.40674, "loss_bbox": 0.2215, "loss_mask": 0.22525, "loss": 0.69784, "time": 0.67987} {"mode": "train", "epoch": 15, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.01774, "loss_rpn_cls": 0.02433, "loss_rpn_bbox": 0.0344, "loss_cls": 0.18585, "acc": 93.53101, "loss_bbox": 0.2115, "loss_mask": 0.22185, "loss": 0.67792, "time": 0.66404} {"mode": "train", "epoch": 15, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.01635, "loss_rpn_cls": 0.02582, "loss_rpn_bbox": 0.03184, "loss_cls": 0.17971, "acc": 93.52075, "loss_bbox": 0.21228, "loss_mask": 0.22443, "loss": 0.67408, "time": 0.66789} {"mode": "train", "epoch": 15, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.01623, "loss_rpn_cls": 0.0259, "loss_rpn_bbox": 0.03195, "loss_cls": 0.18593, "acc": 93.48047, "loss_bbox": 0.21166, "loss_mask": 0.21913, "loss": 0.67457, "time": 0.66421} {"mode": "train", "epoch": 15, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.01649, "loss_rpn_cls": 0.0307, "loss_rpn_bbox": 0.03231, "loss_cls": 0.17868, "acc": 93.76294, "loss_bbox": 0.20817, "loss_mask": 0.22412, "loss": 0.67397, "time": 0.67276} {"mode": "train", "epoch": 15, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.01541, "loss_rpn_cls": 0.02672, "loss_rpn_bbox": 0.03583, "loss_cls": 0.18979, "acc": 93.30029, "loss_bbox": 0.2215, "loss_mask": 0.23285, "loss": 0.70669, "time": 0.67267} {"mode": "train", "epoch": 15, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.0187, "loss_rpn_cls": 0.02565, "loss_rpn_bbox": 0.03336, "loss_cls": 0.18559, "acc": 93.54419, "loss_bbox": 0.21529, "loss_mask": 0.22155, "loss": 0.68144, "time": 0.67865} {"mode": "train", "epoch": 15, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.018, "loss_rpn_cls": 0.02813, "loss_rpn_bbox": 0.03474, "loss_cls": 0.18896, "acc": 93.27344, "loss_bbox": 0.2199, "loss_mask": 0.22843, "loss": 0.70016, "time": 0.66905} {"mode": "train", "epoch": 15, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.01916, "loss_rpn_cls": 0.02931, "loss_rpn_bbox": 0.03546, "loss_cls": 0.19424, "acc": 93.14526, "loss_bbox": 0.22634, "loss_mask": 0.23457, "loss": 0.71991, "time": 0.68522} {"mode": "train", "epoch": 15, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.01699, "loss_rpn_cls": 0.0254, "loss_rpn_bbox": 0.033, "loss_cls": 0.17002, "acc": 93.98438, "loss_bbox": 0.20604, "loss_mask": 0.21668, "loss": 0.65114, "time": 0.67674} {"mode": "train", "epoch": 15, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.01474, "loss_rpn_cls": 0.02746, "loss_rpn_bbox": 0.03404, "loss_cls": 0.17867, "acc": 93.6438, "loss_bbox": 0.21038, "loss_mask": 0.23229, "loss": 0.68285, "time": 0.6732} {"mode": "train", "epoch": 15, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.01662, "loss_rpn_cls": 0.02599, "loss_rpn_bbox": 0.0324, "loss_cls": 0.18393, "acc": 93.56958, "loss_bbox": 0.21493, "loss_mask": 0.23184, "loss": 0.68909, "time": 0.6656} {"mode": "train", "epoch": 15, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.01497, "loss_rpn_cls": 0.02471, "loss_rpn_bbox": 0.03054, "loss_cls": 0.16728, "acc": 94.08105, "loss_bbox": 0.2003, "loss_mask": 0.21825, "loss": 0.64108, "time": 0.66013} {"mode": "train", "epoch": 15, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.02012, "loss_rpn_cls": 0.02665, "loss_rpn_bbox": 0.0345, "loss_cls": 0.19076, "acc": 93.13696, "loss_bbox": 0.22337, "loss_mask": 0.22766, "loss": 0.70294, "time": 0.6665} {"mode": "train", "epoch": 15, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.01781, "loss_rpn_cls": 0.02641, "loss_rpn_bbox": 0.0314, "loss_cls": 0.18331, "acc": 93.82764, "loss_bbox": 0.20572, "loss_mask": 0.22463, "loss": 0.67147, "time": 0.66881} {"mode": "train", "epoch": 15, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.01558, "loss_rpn_cls": 0.027, "loss_rpn_bbox": 0.03374, "loss_cls": 0.18222, "acc": 93.63916, "loss_bbox": 0.21293, "loss_mask": 0.2219, "loss": 0.67778, "time": 0.6781} {"mode": "train", "epoch": 15, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.01703, "loss_rpn_cls": 0.02612, "loss_rpn_bbox": 0.03212, "loss_cls": 0.1753, "acc": 93.80444, "loss_bbox": 0.21068, "loss_mask": 0.22665, "loss": 0.67087, "time": 0.6796} {"mode": "train", "epoch": 15, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.01664, "loss_rpn_cls": 0.02549, "loss_rpn_bbox": 0.03095, "loss_cls": 0.17878, "acc": 93.64233, "loss_bbox": 0.20747, "loss_mask": 0.2209, "loss": 0.66358, "time": 0.66503} {"mode": "train", "epoch": 15, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.01645, "loss_rpn_cls": 0.02741, "loss_rpn_bbox": 0.03214, "loss_cls": 0.16451, "acc": 94.08331, "loss_bbox": 0.19561, "loss_mask": 0.21687, "loss": 0.63654, "time": 0.6757} {"mode": "train", "epoch": 15, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.01522, "loss_rpn_cls": 0.02691, "loss_rpn_bbox": 0.03089, "loss_cls": 0.18399, "acc": 93.75879, "loss_bbox": 0.20692, "loss_mask": 0.21898, "loss": 0.66769, "time": 0.67608} {"mode": "train", "epoch": 15, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.01561, "loss_rpn_cls": 0.027, "loss_rpn_bbox": 0.03307, "loss_cls": 0.18353, "acc": 93.60132, "loss_bbox": 0.21669, "loss_mask": 0.22972, "loss": 0.69002, "time": 0.66812} {"mode": "train", "epoch": 15, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01904, "loss_rpn_cls": 0.02678, "loss_rpn_bbox": 0.03205, "loss_cls": 0.17261, "acc": 93.88696, "loss_bbox": 0.2049, "loss_mask": 0.22483, "loss": 0.66119, "time": 0.68414} {"mode": "train", "epoch": 15, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.0161, "loss_rpn_cls": 0.02739, "loss_rpn_bbox": 0.03396, "loss_cls": 0.18374, "acc": 93.46387, "loss_bbox": 0.21404, "loss_mask": 0.22357, "loss": 0.68269, "time": 0.66894} {"mode": "train", "epoch": 15, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.0173, "loss_rpn_cls": 0.02618, "loss_rpn_bbox": 0.03229, "loss_cls": 0.17367, "acc": 93.9209, "loss_bbox": 0.203, "loss_mask": 0.21824, "loss": 0.65338, "time": 0.67271} {"mode": "train", "epoch": 15, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.01496, "loss_rpn_cls": 0.02701, "loss_rpn_bbox": 0.03322, "loss_cls": 0.17925, "acc": 93.6499, "loss_bbox": 0.20747, "loss_mask": 0.22722, "loss": 0.67417, "time": 0.66321} {"mode": "train", "epoch": 15, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01642, "loss_rpn_cls": 0.02577, "loss_rpn_bbox": 0.03248, "loss_cls": 0.18487, "acc": 93.47339, "loss_bbox": 0.2096, "loss_mask": 0.2241, "loss": 0.67682, "time": 0.66675} {"mode": "train", "epoch": 15, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.01809, "loss_rpn_cls": 0.02605, "loss_rpn_bbox": 0.03079, "loss_cls": 0.17569, "acc": 93.75684, "loss_bbox": 0.20929, "loss_mask": 0.22108, "loss": 0.6629, "time": 0.67007} {"mode": "train", "epoch": 15, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.02172, "loss_rpn_cls": 0.02609, "loss_rpn_bbox": 0.03326, "loss_cls": 0.17581, "acc": 93.85645, "loss_bbox": 0.209, "loss_mask": 0.22356, "loss": 0.66773, "time": 0.67194} {"mode": "train", "epoch": 15, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01815, "loss_rpn_cls": 0.02717, "loss_rpn_bbox": 0.03489, "loss_cls": 0.18138, "acc": 93.69067, "loss_bbox": 0.21447, "loss_mask": 0.23123, "loss": 0.68914, "time": 0.67205} {"mode": "train", "epoch": 15, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.0192, "loss_rpn_cls": 0.02705, "loss_rpn_bbox": 0.03479, "loss_cls": 0.18857, "acc": 93.32373, "loss_bbox": 0.22241, "loss_mask": 0.23086, "loss": 0.70367, "time": 0.67524} {"mode": "train", "epoch": 15, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.01608, "loss_rpn_cls": 0.02466, "loss_rpn_bbox": 0.03031, "loss_cls": 0.18284, "acc": 93.66577, "loss_bbox": 0.20503, "loss_mask": 0.22104, "loss": 0.66388, "time": 0.66434} {"mode": "train", "epoch": 15, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.01869, "loss_rpn_cls": 0.02583, "loss_rpn_bbox": 0.03288, "loss_cls": 0.17786, "acc": 93.74951, "loss_bbox": 0.20826, "loss_mask": 0.21586, "loss": 0.66068, "time": 0.66578} {"mode": "train", "epoch": 15, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.01574, "loss_rpn_cls": 0.02514, "loss_rpn_bbox": 0.03487, "loss_cls": 0.18936, "acc": 93.37427, "loss_bbox": 0.22092, "loss_mask": 0.22366, "loss": 0.69394, "time": 0.66792} {"mode": "train", "epoch": 15, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.01848, "loss_rpn_cls": 0.02515, "loss_rpn_bbox": 0.03116, "loss_cls": 0.17563, "acc": 93.82715, "loss_bbox": 0.20533, "loss_mask": 0.22037, "loss": 0.65764, "time": 0.67619} {"mode": "train", "epoch": 15, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.01635, "loss_rpn_cls": 0.0247, "loss_rpn_bbox": 0.0326, "loss_cls": 0.18768, "acc": 93.48193, "loss_bbox": 0.21519, "loss_mask": 0.22304, "loss": 0.6832, "time": 0.66003} {"mode": "train", "epoch": 15, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01774, "loss_rpn_cls": 0.0277, "loss_rpn_bbox": 0.03438, "loss_cls": 0.18304, "acc": 93.47852, "loss_bbox": 0.21418, "loss_mask": 0.22159, "loss": 0.68089, "time": 0.67794} {"mode": "train", "epoch": 15, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01635, "loss_rpn_cls": 0.02755, "loss_rpn_bbox": 0.03117, "loss_cls": 0.18106, "acc": 93.63379, "loss_bbox": 0.20924, "loss_mask": 0.22363, "loss": 0.67265, "time": 0.66727} {"mode": "train", "epoch": 15, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.01761, "loss_rpn_cls": 0.02797, "loss_rpn_bbox": 0.03404, "loss_cls": 0.18408, "acc": 93.37427, "loss_bbox": 0.22079, "loss_mask": 0.22599, "loss": 0.69287, "time": 0.6682} {"mode": "train", "epoch": 15, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.01747, "loss_rpn_cls": 0.02748, "loss_rpn_bbox": 0.03632, "loss_cls": 0.19117, "acc": 93.28345, "loss_bbox": 0.21585, "loss_mask": 0.2269, "loss": 0.69773, "time": 0.66983} {"mode": "train", "epoch": 15, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.01714, "loss_rpn_cls": 0.02933, "loss_rpn_bbox": 0.03515, "loss_cls": 0.18719, "acc": 93.46387, "loss_bbox": 0.21601, "loss_mask": 0.22621, "loss": 0.69388, "time": 0.67218} {"mode": "train", "epoch": 15, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.01789, "loss_rpn_cls": 0.0282, "loss_rpn_bbox": 0.03329, "loss_cls": 0.18367, "acc": 93.55493, "loss_bbox": 0.21414, "loss_mask": 0.22121, "loss": 0.6805, "time": 0.67307} {"mode": "train", "epoch": 15, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.01675, "loss_rpn_cls": 0.02457, "loss_rpn_bbox": 0.03346, "loss_cls": 0.18133, "acc": 93.55566, "loss_bbox": 0.21244, "loss_mask": 0.21996, "loss": 0.67175, "time": 0.67025} {"mode": "train", "epoch": 15, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.01688, "loss_rpn_cls": 0.02682, "loss_rpn_bbox": 0.03343, "loss_cls": 0.17987, "acc": 93.61328, "loss_bbox": 0.21498, "loss_mask": 0.21977, "loss": 0.67488, "time": 0.66895} {"mode": "train", "epoch": 15, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.01772, "loss_rpn_cls": 0.02624, "loss_rpn_bbox": 0.03409, "loss_cls": 0.17973, "acc": 93.58105, "loss_bbox": 0.20922, "loss_mask": 0.2193, "loss": 0.66858, "time": 0.66918} {"mode": "train", "epoch": 15, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01788, "loss_rpn_cls": 0.02492, "loss_rpn_bbox": 0.0317, "loss_cls": 0.18655, "acc": 93.44092, "loss_bbox": 0.21671, "loss_mask": 0.22548, "loss": 0.68537, "time": 0.67638} {"mode": "train", "epoch": 15, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01589, "loss_rpn_cls": 0.0256, "loss_rpn_bbox": 0.03208, "loss_cls": 0.17908, "acc": 93.84253, "loss_bbox": 0.20313, "loss_mask": 0.21305, "loss": 0.65295, "time": 0.6666} {"mode": "val", "epoch": 15, "iter": 625, "lr": 0.0, "bbox_mAP": 0.4973, "bbox_mAP_50": 0.7219, "bbox_mAP_75": 0.5525, "bbox_mAP_s": 0.3457, "bbox_mAP_m": 0.5373, "bbox_mAP_l": 0.6332, "bbox_mAP_copypaste": "0.4973 0.7219 0.5525 0.3457 0.5373 0.6332", "segm_mAP": 0.4456, "segm_mAP_50": 0.6913, "segm_mAP_75": 0.4849, "segm_mAP_s": 0.249, "segm_mAP_m": 0.4827, "segm_mAP_l": 0.6382, "segm_mAP_copypaste": "0.4456 0.6913 0.4849 0.2490 0.4827 0.6382"} {"mode": "train", "epoch": 16, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.7106, "loss_rpn_cls": 0.02681, "loss_rpn_bbox": 0.03485, "loss_cls": 0.18865, "acc": 93.29932, "loss_bbox": 0.21896, "loss_mask": 0.22271, "loss": 0.69199, "time": 1.38379} {"mode": "train", "epoch": 16, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.0176, "loss_rpn_cls": 0.02685, "loss_rpn_bbox": 0.0336, "loss_cls": 0.18069, "acc": 93.6333, "loss_bbox": 0.21157, "loss_mask": 0.22051, "loss": 0.67322, "time": 0.67238} {"mode": "train", "epoch": 16, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.01551, "loss_rpn_cls": 0.02607, "loss_rpn_bbox": 0.03049, "loss_cls": 0.17644, "acc": 93.82422, "loss_bbox": 0.2068, "loss_mask": 0.22701, "loss": 0.6668, "time": 0.68609} {"mode": "train", "epoch": 16, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.01471, "loss_rpn_cls": 0.02464, "loss_rpn_bbox": 0.02971, "loss_cls": 0.16997, "acc": 93.99146, "loss_bbox": 0.19843, "loss_mask": 0.21665, "loss": 0.6394, "time": 0.66954} {"mode": "train", "epoch": 16, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.02006, "loss_rpn_cls": 0.02506, "loss_rpn_bbox": 0.03238, "loss_cls": 0.17988, "acc": 93.52515, "loss_bbox": 0.2107, "loss_mask": 0.2192, "loss": 0.66722, "time": 0.68137} {"mode": "train", "epoch": 16, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.01913, "loss_rpn_cls": 0.0257, "loss_rpn_bbox": 0.03382, "loss_cls": 0.18816, "acc": 93.44727, "loss_bbox": 0.22054, "loss_mask": 0.22488, "loss": 0.69311, "time": 0.66742} {"mode": "train", "epoch": 16, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.01657, "loss_rpn_cls": 0.0244, "loss_rpn_bbox": 0.03343, "loss_cls": 0.18225, "acc": 93.5647, "loss_bbox": 0.21091, "loss_mask": 0.21677, "loss": 0.66777, "time": 0.6737} {"mode": "train", "epoch": 16, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.01909, "loss_rpn_cls": 0.02701, "loss_rpn_bbox": 0.03372, "loss_cls": 0.18527, "acc": 93.41919, "loss_bbox": 0.21978, "loss_mask": 0.23061, "loss": 0.69639, "time": 0.67915} {"mode": "train", "epoch": 16, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.01827, "loss_rpn_cls": 0.02394, "loss_rpn_bbox": 0.03009, "loss_cls": 0.17601, "acc": 93.79321, "loss_bbox": 0.20691, "loss_mask": 0.22376, "loss": 0.66071, "time": 0.67616} {"mode": "train", "epoch": 16, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.01549, "loss_rpn_cls": 0.02582, "loss_rpn_bbox": 0.03076, "loss_cls": 0.17164, "acc": 93.84814, "loss_bbox": 0.21165, "loss_mask": 0.22469, "loss": 0.66456, "time": 0.65474} {"mode": "train", "epoch": 16, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01638, "loss_rpn_cls": 0.02702, "loss_rpn_bbox": 0.0343, "loss_cls": 0.18137, "acc": 93.66553, "loss_bbox": 0.2146, "loss_mask": 0.21512, "loss": 0.67241, "time": 0.66687} {"mode": "train", "epoch": 16, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.01957, "loss_rpn_cls": 0.02666, "loss_rpn_bbox": 0.03302, "loss_cls": 0.19178, "acc": 93.30347, "loss_bbox": 0.21655, "loss_mask": 0.22427, "loss": 0.69229, "time": 0.67389} {"mode": "train", "epoch": 16, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.0205, "loss_rpn_cls": 0.02463, "loss_rpn_bbox": 0.03097, "loss_cls": 0.18108, "acc": 93.54688, "loss_bbox": 0.21443, "loss_mask": 0.22269, "loss": 0.6738, "time": 0.67387} {"mode": "train", "epoch": 16, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.01445, "loss_rpn_cls": 0.02821, "loss_rpn_bbox": 0.03449, "loss_cls": 0.1802, "acc": 93.60474, "loss_bbox": 0.21012, "loss_mask": 0.22141, "loss": 0.67443, "time": 0.66403} {"mode": "train", "epoch": 16, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.01943, "loss_rpn_cls": 0.02603, "loss_rpn_bbox": 0.03356, "loss_cls": 0.18313, "acc": 93.53394, "loss_bbox": 0.21307, "loss_mask": 0.22209, "loss": 0.67787, "time": 0.66572} {"mode": "train", "epoch": 16, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.0166, "loss_rpn_cls": 0.02589, "loss_rpn_bbox": 0.0316, "loss_cls": 0.17745, "acc": 93.76245, "loss_bbox": 0.21186, "loss_mask": 0.22172, "loss": 0.66852, "time": 0.67453} {"mode": "train", "epoch": 16, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.01425, "loss_rpn_cls": 0.02699, "loss_rpn_bbox": 0.03463, "loss_cls": 0.17947, "acc": 93.59766, "loss_bbox": 0.21233, "loss_mask": 0.22238, "loss": 0.6758, "time": 0.67234} {"mode": "train", "epoch": 16, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.01452, "loss_rpn_cls": 0.02641, "loss_rpn_bbox": 0.03417, "loss_cls": 0.17896, "acc": 93.61938, "loss_bbox": 0.21618, "loss_mask": 0.22386, "loss": 0.67959, "time": 0.667} {"mode": "train", "epoch": 16, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.01752, "loss_rpn_cls": 0.02594, "loss_rpn_bbox": 0.03196, "loss_cls": 0.17902, "acc": 93.67969, "loss_bbox": 0.20683, "loss_mask": 0.21473, "loss": 0.65847, "time": 0.67487} {"mode": "train", "epoch": 16, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.01577, "loss_rpn_cls": 0.02325, "loss_rpn_bbox": 0.03153, "loss_cls": 0.17419, "acc": 93.78003, "loss_bbox": 0.20457, "loss_mask": 0.21543, "loss": 0.64898, "time": 0.67279} {"mode": "train", "epoch": 16, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.0186, "loss_rpn_cls": 0.03011, "loss_rpn_bbox": 0.03368, "loss_cls": 0.18999, "acc": 93.3291, "loss_bbox": 0.22039, "loss_mask": 0.22306, "loss": 0.69722, "time": 0.67476} {"mode": "train", "epoch": 16, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.01468, "loss_rpn_cls": 0.0264, "loss_rpn_bbox": 0.03267, "loss_cls": 0.18135, "acc": 93.62476, "loss_bbox": 0.21107, "loss_mask": 0.2283, "loss": 0.67979, "time": 0.66354} {"mode": "train", "epoch": 16, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.01712, "loss_rpn_cls": 0.02693, "loss_rpn_bbox": 0.03483, "loss_cls": 0.18182, "acc": 93.49878, "loss_bbox": 0.21831, "loss_mask": 0.22714, "loss": 0.68904, "time": 0.67515} {"mode": "train", "epoch": 16, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.01683, "loss_rpn_cls": 0.02722, "loss_rpn_bbox": 0.03255, "loss_cls": 0.18555, "acc": 93.35083, "loss_bbox": 0.21783, "loss_mask": 0.22961, "loss": 0.69277, "time": 0.6834} {"mode": "train", "epoch": 16, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.01712, "loss_rpn_cls": 0.0289, "loss_rpn_bbox": 0.03424, "loss_cls": 0.18449, "acc": 93.51733, "loss_bbox": 0.21204, "loss_mask": 0.22081, "loss": 0.68049, "time": 0.66801} {"mode": "train", "epoch": 16, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.01547, "loss_rpn_cls": 0.02448, "loss_rpn_bbox": 0.03133, "loss_cls": 0.17395, "acc": 93.92969, "loss_bbox": 0.20485, "loss_mask": 0.22104, "loss": 0.65564, "time": 0.67252} {"mode": "train", "epoch": 16, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01768, "loss_rpn_cls": 0.02609, "loss_rpn_bbox": 0.03261, "loss_cls": 0.18152, "acc": 93.54834, "loss_bbox": 0.21643, "loss_mask": 0.22314, "loss": 0.67979, "time": 0.66747} {"mode": "train", "epoch": 16, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01494, "loss_rpn_cls": 0.02679, "loss_rpn_bbox": 0.03255, "loss_cls": 0.17747, "acc": 93.76123, "loss_bbox": 0.20572, "loss_mask": 0.21616, "loss": 0.65869, "time": 0.65938} {"mode": "train", "epoch": 16, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.01877, "loss_rpn_cls": 0.02615, "loss_rpn_bbox": 0.03336, "loss_cls": 0.18158, "acc": 93.58911, "loss_bbox": 0.21424, "loss_mask": 0.21812, "loss": 0.67345, "time": 0.66994} {"mode": "train", "epoch": 16, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.01682, "loss_rpn_cls": 0.02558, "loss_rpn_bbox": 0.03295, "loss_cls": 0.17264, "acc": 93.97852, "loss_bbox": 0.20131, "loss_mask": 0.22007, "loss": 0.65255, "time": 0.67028} {"mode": "train", "epoch": 16, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.01844, "loss_rpn_cls": 0.0264, "loss_rpn_bbox": 0.03211, "loss_cls": 0.17589, "acc": 93.74805, "loss_bbox": 0.20618, "loss_mask": 0.22373, "loss": 0.6643, "time": 0.67067} {"mode": "train", "epoch": 16, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.01825, "loss_rpn_cls": 0.03054, "loss_rpn_bbox": 0.03665, "loss_cls": 0.17938, "acc": 93.69165, "loss_bbox": 0.20826, "loss_mask": 0.21961, "loss": 0.67445, "time": 0.66526} {"mode": "train", "epoch": 16, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.01578, "loss_rpn_cls": 0.02506, "loss_rpn_bbox": 0.03135, "loss_cls": 0.18033, "acc": 93.64355, "loss_bbox": 0.20951, "loss_mask": 0.22488, "loss": 0.67113, "time": 0.67391} {"mode": "train", "epoch": 16, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.02113, "loss_rpn_cls": 0.02689, "loss_rpn_bbox": 0.03495, "loss_cls": 0.18595, "acc": 93.50781, "loss_bbox": 0.21591, "loss_mask": 0.22486, "loss": 0.68856, "time": 0.66799} {"mode": "train", "epoch": 16, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.01778, "loss_rpn_cls": 0.02376, "loss_rpn_bbox": 0.03274, "loss_cls": 0.18006, "acc": 93.72192, "loss_bbox": 0.21079, "loss_mask": 0.22192, "loss": 0.66927, "time": 0.67834} {"mode": "train", "epoch": 16, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.01725, "loss_rpn_cls": 0.02573, "loss_rpn_bbox": 0.03338, "loss_cls": 0.18504, "acc": 93.45679, "loss_bbox": 0.21374, "loss_mask": 0.22401, "loss": 0.68189, "time": 0.67111} {"mode": "train", "epoch": 16, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.0179, "loss_rpn_cls": 0.02508, "loss_rpn_bbox": 0.03173, "loss_cls": 0.17552, "acc": 93.78296, "loss_bbox": 0.20898, "loss_mask": 0.2156, "loss": 0.65691, "time": 0.67627} {"mode": "train", "epoch": 16, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.01806, "loss_rpn_cls": 0.02264, "loss_rpn_bbox": 0.03161, "loss_cls": 0.17679, "acc": 93.69507, "loss_bbox": 0.21267, "loss_mask": 0.22534, "loss": 0.66905, "time": 0.67469} {"mode": "train", "epoch": 16, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.01907, "loss_rpn_cls": 0.02682, "loss_rpn_bbox": 0.03171, "loss_cls": 0.1811, "acc": 93.65234, "loss_bbox": 0.21039, "loss_mask": 0.22329, "loss": 0.67331, "time": 0.66783} {"mode": "train", "epoch": 16, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.01877, "loss_rpn_cls": 0.0252, "loss_rpn_bbox": 0.03155, "loss_cls": 0.17777, "acc": 93.75977, "loss_bbox": 0.20737, "loss_mask": 0.2213, "loss": 0.66317, "time": 0.67132} {"mode": "train", "epoch": 16, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.01947, "loss_rpn_cls": 0.02675, "loss_rpn_bbox": 0.03314, "loss_cls": 0.18505, "acc": 93.48828, "loss_bbox": 0.21474, "loss_mask": 0.22626, "loss": 0.68594, "time": 0.67361} {"mode": "train", "epoch": 16, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.01521, "loss_rpn_cls": 0.02574, "loss_rpn_bbox": 0.03274, "loss_cls": 0.18307, "acc": 93.40332, "loss_bbox": 0.21467, "loss_mask": 0.21756, "loss": 0.67378, "time": 0.67037} {"mode": "train", "epoch": 16, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.01538, "loss_rpn_cls": 0.0265, "loss_rpn_bbox": 0.03208, "loss_cls": 0.17938, "acc": 93.78247, "loss_bbox": 0.20623, "loss_mask": 0.22794, "loss": 0.67213, "time": 0.67405} {"mode": "train", "epoch": 16, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.01658, "loss_rpn_cls": 0.03081, "loss_rpn_bbox": 0.0339, "loss_cls": 0.18572, "acc": 93.52686, "loss_bbox": 0.21203, "loss_mask": 0.22507, "loss": 0.68753, "time": 0.67447} {"mode": "train", "epoch": 16, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.01653, "loss_rpn_cls": 0.02638, "loss_rpn_bbox": 0.03091, "loss_cls": 0.16947, "acc": 94.08447, "loss_bbox": 0.19913, "loss_mask": 0.2109, "loss": 0.63678, "time": 0.68111} {"mode": "train", "epoch": 16, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.01839, "loss_rpn_cls": 0.02288, "loss_rpn_bbox": 0.03075, "loss_cls": 0.18062, "acc": 93.67139, "loss_bbox": 0.21134, "loss_mask": 0.22186, "loss": 0.66745, "time": 0.66386} {"mode": "train", "epoch": 16, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.01721, "loss_rpn_cls": 0.02632, "loss_rpn_bbox": 0.03199, "loss_cls": 0.17129, "acc": 93.84644, "loss_bbox": 0.20581, "loss_mask": 0.22056, "loss": 0.65598, "time": 0.67401} {"mode": "train", "epoch": 16, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.01612, "loss_rpn_cls": 0.02722, "loss_rpn_bbox": 0.03431, "loss_cls": 0.17837, "acc": 93.70898, "loss_bbox": 0.21132, "loss_mask": 0.22162, "loss": 0.67283, "time": 0.66797} {"mode": "train", "epoch": 16, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.01762, "loss_rpn_cls": 0.02706, "loss_rpn_bbox": 0.03186, "loss_cls": 0.17594, "acc": 93.86572, "loss_bbox": 0.20434, "loss_mask": 0.22357, "loss": 0.66275, "time": 0.68846} {"mode": "train", "epoch": 16, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.01881, "loss_rpn_cls": 0.02586, "loss_rpn_bbox": 0.03362, "loss_cls": 0.18384, "acc": 93.47144, "loss_bbox": 0.21412, "loss_mask": 0.22137, "loss": 0.67881, "time": 0.6706} {"mode": "train", "epoch": 16, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.0193, "loss_rpn_cls": 0.02718, "loss_rpn_bbox": 0.03463, "loss_cls": 0.17877, "acc": 93.64844, "loss_bbox": 0.21217, "loss_mask": 0.22044, "loss": 0.6732, "time": 0.66746} {"mode": "train", "epoch": 16, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.01899, "loss_rpn_cls": 0.02856, "loss_rpn_bbox": 0.03403, "loss_cls": 0.18527, "acc": 93.42749, "loss_bbox": 0.21902, "loss_mask": 0.22833, "loss": 0.69521, "time": 0.66361} {"mode": "train", "epoch": 16, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.01899, "loss_rpn_cls": 0.02327, "loss_rpn_bbox": 0.03077, "loss_cls": 0.16978, "acc": 93.98145, "loss_bbox": 0.19837, "loss_mask": 0.21646, "loss": 0.63864, "time": 0.67612} {"mode": "train", "epoch": 16, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.01677, "loss_rpn_cls": 0.02488, "loss_rpn_bbox": 0.03064, "loss_cls": 0.17586, "acc": 93.72461, "loss_bbox": 0.20829, "loss_mask": 0.2168, "loss": 0.65647, "time": 0.66081} {"mode": "train", "epoch": 16, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.01541, "loss_rpn_cls": 0.02721, "loss_rpn_bbox": 0.0343, "loss_cls": 0.17886, "acc": 93.69873, "loss_bbox": 0.21153, "loss_mask": 0.2223, "loss": 0.6742, "time": 0.65882} {"mode": "train", "epoch": 16, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.01553, "loss_rpn_cls": 0.02652, "loss_rpn_bbox": 0.03454, "loss_cls": 0.18466, "acc": 93.55615, "loss_bbox": 0.21538, "loss_mask": 0.22802, "loss": 0.68912, "time": 0.67169} {"mode": "train", "epoch": 16, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.01705, "loss_rpn_cls": 0.02563, "loss_rpn_bbox": 0.03286, "loss_cls": 0.17295, "acc": 93.93213, "loss_bbox": 0.20657, "loss_mask": 0.2214, "loss": 0.6594, "time": 0.67148} {"mode": "train", "epoch": 16, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.01558, "loss_rpn_cls": 0.02561, "loss_rpn_bbox": 0.03451, "loss_cls": 0.1762, "acc": 93.7229, "loss_bbox": 0.20824, "loss_mask": 0.22319, "loss": 0.66775, "time": 0.68357} {"mode": "train", "epoch": 16, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.01613, "loss_rpn_cls": 0.02559, "loss_rpn_bbox": 0.03387, "loss_cls": 0.18446, "acc": 93.40552, "loss_bbox": 0.21595, "loss_mask": 0.22782, "loss": 0.6877, "time": 0.68695} {"mode": "train", "epoch": 16, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.01877, "loss_rpn_cls": 0.02789, "loss_rpn_bbox": 0.03373, "loss_cls": 0.18063, "acc": 93.55981, "loss_bbox": 0.21238, "loss_mask": 0.22483, "loss": 0.67947, "time": 0.66825} {"mode": "train", "epoch": 16, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.01717, "loss_rpn_cls": 0.02547, "loss_rpn_bbox": 0.03337, "loss_cls": 0.17417, "acc": 93.83838, "loss_bbox": 0.20911, "loss_mask": 0.22273, "loss": 0.66484, "time": 0.67881} {"mode": "train", "epoch": 16, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.0163, "loss_rpn_cls": 0.02493, "loss_rpn_bbox": 0.03158, "loss_cls": 0.18761, "acc": 93.36011, "loss_bbox": 0.21262, "loss_mask": 0.21882, "loss": 0.67557, "time": 0.66868} {"mode": "train", "epoch": 16, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.0166, "loss_rpn_cls": 0.02599, "loss_rpn_bbox": 0.03311, "loss_cls": 0.17335, "acc": 93.79321, "loss_bbox": 0.21031, "loss_mask": 0.22369, "loss": 0.66644, "time": 0.66942} {"mode": "train", "epoch": 16, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01644, "loss_rpn_cls": 0.02401, "loss_rpn_bbox": 0.03093, "loss_cls": 0.18085, "acc": 93.59009, "loss_bbox": 0.21352, "loss_mask": 0.2232, "loss": 0.67252, "time": 0.66493} {"mode": "train", "epoch": 16, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.01696, "loss_rpn_cls": 0.02724, "loss_rpn_bbox": 0.03424, "loss_cls": 0.18409, "acc": 93.53174, "loss_bbox": 0.21683, "loss_mask": 0.22156, "loss": 0.68396, "time": 0.66807} {"mode": "train", "epoch": 16, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01543, "loss_rpn_cls": 0.02712, "loss_rpn_bbox": 0.03068, "loss_cls": 0.17098, "acc": 93.98169, "loss_bbox": 0.20235, "loss_mask": 0.22404, "loss": 0.65517, "time": 0.66013} {"mode": "train", "epoch": 16, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.01815, "loss_rpn_cls": 0.02319, "loss_rpn_bbox": 0.03206, "loss_cls": 0.1699, "acc": 93.92017, "loss_bbox": 0.20322, "loss_mask": 0.21323, "loss": 0.64159, "time": 0.6642} {"mode": "train", "epoch": 16, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.01504, "loss_rpn_cls": 0.02492, "loss_rpn_bbox": 0.03193, "loss_cls": 0.17398, "acc": 93.94409, "loss_bbox": 0.20293, "loss_mask": 0.21862, "loss": 0.65238, "time": 0.66508} {"mode": "train", "epoch": 16, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.01518, "loss_rpn_cls": 0.02749, "loss_rpn_bbox": 0.03438, "loss_cls": 0.18765, "acc": 93.30005, "loss_bbox": 0.22689, "loss_mask": 0.22676, "loss": 0.70318, "time": 0.67059} {"mode": "train", "epoch": 16, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.01657, "loss_rpn_cls": 0.02558, "loss_rpn_bbox": 0.0332, "loss_cls": 0.18051, "acc": 93.52637, "loss_bbox": 0.21332, "loss_mask": 0.21894, "loss": 0.67155, "time": 0.67126} {"mode": "train", "epoch": 16, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.01692, "loss_rpn_cls": 0.02672, "loss_rpn_bbox": 0.03181, "loss_cls": 0.18055, "acc": 93.65967, "loss_bbox": 0.21062, "loss_mask": 0.22421, "loss": 0.67391, "time": 0.67149} {"mode": "train", "epoch": 16, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.01556, "loss_rpn_cls": 0.02541, "loss_rpn_bbox": 0.03194, "loss_cls": 0.17913, "acc": 93.71899, "loss_bbox": 0.21135, "loss_mask": 0.21867, "loss": 0.6665, "time": 0.66882} {"mode": "train", "epoch": 16, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.01754, "loss_rpn_cls": 0.02951, "loss_rpn_bbox": 0.03559, "loss_cls": 0.19127, "acc": 93.34009, "loss_bbox": 0.22179, "loss_mask": 0.22247, "loss": 0.70063, "time": 0.66657} {"mode": "train", "epoch": 16, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.01641, "loss_rpn_cls": 0.02641, "loss_rpn_bbox": 0.03073, "loss_cls": 0.17028, "acc": 94.03906, "loss_bbox": 0.20051, "loss_mask": 0.21427, "loss": 0.64219, "time": 0.67374} {"mode": "train", "epoch": 16, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01533, "loss_rpn_cls": 0.0243, "loss_rpn_bbox": 0.03153, "loss_cls": 0.17705, "acc": 93.80542, "loss_bbox": 0.20808, "loss_mask": 0.21976, "loss": 0.66071, "time": 0.66732} {"mode": "train", "epoch": 16, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01695, "loss_rpn_cls": 0.02193, "loss_rpn_bbox": 0.0305, "loss_cls": 0.1726, "acc": 93.90967, "loss_bbox": 0.20405, "loss_mask": 0.21514, "loss": 0.64421, "time": 0.67158} {"mode": "train", "epoch": 16, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01769, "loss_rpn_cls": 0.02655, "loss_rpn_bbox": 0.03401, "loss_cls": 0.19133, "acc": 93.30444, "loss_bbox": 0.21921, "loss_mask": 0.22332, "loss": 0.69441, "time": 0.67646} {"mode": "train", "epoch": 16, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01691, "loss_rpn_cls": 0.02554, "loss_rpn_bbox": 0.03467, "loss_cls": 0.1868, "acc": 93.46143, "loss_bbox": 0.21166, "loss_mask": 0.22249, "loss": 0.68116, "time": 0.66561} {"mode": "train", "epoch": 16, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.01607, "loss_rpn_cls": 0.02813, "loss_rpn_bbox": 0.03334, "loss_cls": 0.18588, "acc": 93.48706, "loss_bbox": 0.21994, "loss_mask": 0.22615, "loss": 0.69343, "time": 0.68028} {"mode": "train", "epoch": 16, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.01657, "loss_rpn_cls": 0.02499, "loss_rpn_bbox": 0.03337, "loss_cls": 0.17471, "acc": 93.77905, "loss_bbox": 0.20483, "loss_mask": 0.21924, "loss": 0.65714, "time": 0.66996} {"mode": "train", "epoch": 16, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01593, "loss_rpn_cls": 0.02857, "loss_rpn_bbox": 0.03155, "loss_cls": 0.17976, "acc": 93.78589, "loss_bbox": 0.20954, "loss_mask": 0.22122, "loss": 0.67064, "time": 0.65558} {"mode": "train", "epoch": 16, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.01809, "loss_rpn_cls": 0.02586, "loss_rpn_bbox": 0.03494, "loss_cls": 0.18207, "acc": 93.646, "loss_bbox": 0.2093, "loss_mask": 0.22358, "loss": 0.67575, "time": 0.66767} {"mode": "train", "epoch": 16, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.01606, "loss_rpn_cls": 0.02609, "loss_rpn_bbox": 0.03147, "loss_cls": 0.17771, "acc": 93.73242, "loss_bbox": 0.20293, "loss_mask": 0.21925, "loss": 0.65744, "time": 0.67424} {"mode": "train", "epoch": 16, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.01752, "loss_rpn_cls": 0.02461, "loss_rpn_bbox": 0.0332, "loss_cls": 0.17537, "acc": 93.73145, "loss_bbox": 0.20682, "loss_mask": 0.22255, "loss": 0.66254, "time": 0.66862} {"mode": "train", "epoch": 16, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.01677, "loss_rpn_cls": 0.0267, "loss_rpn_bbox": 0.03332, "loss_cls": 0.18428, "acc": 93.54004, "loss_bbox": 0.21243, "loss_mask": 0.22058, "loss": 0.67731, "time": 0.67094} {"mode": "train", "epoch": 16, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01861, "loss_rpn_cls": 0.02435, "loss_rpn_bbox": 0.03151, "loss_cls": 0.17888, "acc": 93.64917, "loss_bbox": 0.21261, "loss_mask": 0.21903, "loss": 0.66637, "time": 0.67996} {"mode": "train", "epoch": 16, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.01703, "loss_rpn_cls": 0.02327, "loss_rpn_bbox": 0.03153, "loss_cls": 0.17995, "acc": 93.60742, "loss_bbox": 0.21364, "loss_mask": 0.2233, "loss": 0.67169, "time": 0.68872} {"mode": "train", "epoch": 16, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.01574, "loss_rpn_cls": 0.02895, "loss_rpn_bbox": 0.03336, "loss_cls": 0.18659, "acc": 93.47461, "loss_bbox": 0.21471, "loss_mask": 0.22483, "loss": 0.68845, "time": 0.67532} {"mode": "train", "epoch": 16, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.01639, "loss_rpn_cls": 0.02451, "loss_rpn_bbox": 0.03114, "loss_cls": 0.1712, "acc": 93.98169, "loss_bbox": 0.20244, "loss_mask": 0.22014, "loss": 0.64943, "time": 0.67098} {"mode": "train", "epoch": 16, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01612, "loss_rpn_cls": 0.02653, "loss_rpn_bbox": 0.03031, "loss_cls": 0.18204, "acc": 93.53271, "loss_bbox": 0.20928, "loss_mask": 0.22144, "loss": 0.6696, "time": 0.66347} {"mode": "train", "epoch": 16, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01684, "loss_rpn_cls": 0.02913, "loss_rpn_bbox": 0.03592, "loss_cls": 0.18269, "acc": 93.51465, "loss_bbox": 0.21485, "loss_mask": 0.22491, "loss": 0.68751, "time": 0.67222} {"mode": "train", "epoch": 16, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.01791, "loss_rpn_cls": 0.02674, "loss_rpn_bbox": 0.03262, "loss_cls": 0.18563, "acc": 93.60254, "loss_bbox": 0.21198, "loss_mask": 0.22177, "loss": 0.67875, "time": 0.66675} {"mode": "train", "epoch": 16, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.01737, "loss_rpn_cls": 0.02594, "loss_rpn_bbox": 0.03517, "loss_cls": 0.18767, "acc": 93.44165, "loss_bbox": 0.21425, "loss_mask": 0.22472, "loss": 0.68775, "time": 0.67405} {"mode": "train", "epoch": 16, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.01516, "loss_rpn_cls": 0.02635, "loss_rpn_bbox": 0.0325, "loss_cls": 0.18334, "acc": 93.53442, "loss_bbox": 0.21281, "loss_mask": 0.22598, "loss": 0.68097, "time": 0.67128} {"mode": "train", "epoch": 16, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01623, "loss_rpn_cls": 0.02515, "loss_rpn_bbox": 0.03153, "loss_cls": 0.17746, "acc": 93.89429, "loss_bbox": 0.20147, "loss_mask": 0.22089, "loss": 0.65651, "time": 0.67014} {"mode": "train", "epoch": 16, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.01729, "loss_rpn_cls": 0.02234, "loss_rpn_bbox": 0.02976, "loss_cls": 0.18259, "acc": 93.55615, "loss_bbox": 0.20949, "loss_mask": 0.21987, "loss": 0.66406, "time": 0.66403} {"mode": "train", "epoch": 16, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.0161, "loss_rpn_cls": 0.02541, "loss_rpn_bbox": 0.0325, "loss_cls": 0.1805, "acc": 93.63232, "loss_bbox": 0.21086, "loss_mask": 0.22702, "loss": 0.67628, "time": 0.68053} {"mode": "train", "epoch": 16, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.01673, "loss_rpn_cls": 0.02651, "loss_rpn_bbox": 0.03228, "loss_cls": 0.19031, "acc": 93.36938, "loss_bbox": 0.21733, "loss_mask": 0.22111, "loss": 0.68754, "time": 0.6689} {"mode": "train", "epoch": 16, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.01668, "loss_rpn_cls": 0.02481, "loss_rpn_bbox": 0.03178, "loss_cls": 0.17919, "acc": 93.71265, "loss_bbox": 0.20707, "loss_mask": 0.22306, "loss": 0.66592, "time": 0.6725} {"mode": "train", "epoch": 16, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.0168, "loss_rpn_cls": 0.02613, "loss_rpn_bbox": 0.03124, "loss_cls": 0.16827, "acc": 94.03979, "loss_bbox": 0.19449, "loss_mask": 0.21441, "loss": 0.63454, "time": 0.68184} {"mode": "train", "epoch": 16, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.01696, "loss_rpn_cls": 0.02522, "loss_rpn_bbox": 0.03309, "loss_cls": 0.17182, "acc": 93.93481, "loss_bbox": 0.20068, "loss_mask": 0.21273, "loss": 0.64354, "time": 0.66634} {"mode": "train", "epoch": 16, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.01655, "loss_rpn_cls": 0.02758, "loss_rpn_bbox": 0.03409, "loss_cls": 0.17866, "acc": 93.53003, "loss_bbox": 0.21491, "loss_mask": 0.21912, "loss": 0.67435, "time": 0.67353} {"mode": "train", "epoch": 16, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.01801, "loss_rpn_cls": 0.02686, "loss_rpn_bbox": 0.03243, "loss_cls": 0.17297, "acc": 93.8374, "loss_bbox": 0.20422, "loss_mask": 0.2171, "loss": 0.65358, "time": 0.67067} {"mode": "train", "epoch": 16, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.01577, "loss_rpn_cls": 0.02452, "loss_rpn_bbox": 0.03039, "loss_cls": 0.17725, "acc": 93.7146, "loss_bbox": 0.20669, "loss_mask": 0.22232, "loss": 0.66118, "time": 0.66601} {"mode": "train", "epoch": 16, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.01779, "loss_rpn_cls": 0.02375, "loss_rpn_bbox": 0.03378, "loss_cls": 0.17917, "acc": 93.6626, "loss_bbox": 0.211, "loss_mask": 0.21978, "loss": 0.66749, "time": 0.67092} {"mode": "train", "epoch": 16, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.01631, "loss_rpn_cls": 0.02502, "loss_rpn_bbox": 0.03093, "loss_cls": 0.17643, "acc": 93.79028, "loss_bbox": 0.20501, "loss_mask": 0.22239, "loss": 0.65979, "time": 0.66777} {"mode": "train", "epoch": 16, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.01779, "loss_rpn_cls": 0.02573, "loss_rpn_bbox": 0.03186, "loss_cls": 0.17681, "acc": 93.95703, "loss_bbox": 0.20203, "loss_mask": 0.22425, "loss": 0.66067, "time": 0.66913} {"mode": "train", "epoch": 16, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.01669, "loss_rpn_cls": 0.02941, "loss_rpn_bbox": 0.03412, "loss_cls": 0.1868, "acc": 93.6748, "loss_bbox": 0.21211, "loss_mask": 0.22456, "loss": 0.687, "time": 0.68298} {"mode": "train", "epoch": 16, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.01679, "loss_rpn_cls": 0.02492, "loss_rpn_bbox": 0.03228, "loss_cls": 0.17563, "acc": 93.83423, "loss_bbox": 0.20761, "loss_mask": 0.21824, "loss": 0.65868, "time": 0.66855} {"mode": "train", "epoch": 16, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.01675, "loss_rpn_cls": 0.02656, "loss_rpn_bbox": 0.034, "loss_cls": 0.1757, "acc": 93.77515, "loss_bbox": 0.20895, "loss_mask": 0.21993, "loss": 0.66514, "time": 0.66599} {"mode": "train", "epoch": 16, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.01796, "loss_rpn_cls": 0.027, "loss_rpn_bbox": 0.03192, "loss_cls": 0.1773, "acc": 93.67749, "loss_bbox": 0.21026, "loss_mask": 0.21757, "loss": 0.66405, "time": 0.6709} {"mode": "train", "epoch": 16, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.01858, "loss_rpn_cls": 0.02747, "loss_rpn_bbox": 0.03207, "loss_cls": 0.18568, "acc": 93.59546, "loss_bbox": 0.20865, "loss_mask": 0.21914, "loss": 0.67301, "time": 0.67767} {"mode": "train", "epoch": 16, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.01763, "loss_rpn_cls": 0.0266, "loss_rpn_bbox": 0.03135, "loss_cls": 0.17807, "acc": 93.7417, "loss_bbox": 0.20791, "loss_mask": 0.21912, "loss": 0.66305, "time": 0.66794} {"mode": "train", "epoch": 16, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.01764, "loss_rpn_cls": 0.02503, "loss_rpn_bbox": 0.03008, "loss_cls": 0.17397, "acc": 93.89722, "loss_bbox": 0.19959, "loss_mask": 0.21466, "loss": 0.64334, "time": 0.66337} {"mode": "train", "epoch": 16, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.01832, "loss_rpn_cls": 0.02569, "loss_rpn_bbox": 0.03253, "loss_cls": 0.17816, "acc": 93.62402, "loss_bbox": 0.20911, "loss_mask": 0.22116, "loss": 0.66665, "time": 0.66883} {"mode": "train", "epoch": 16, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.0176, "loss_rpn_cls": 0.02538, "loss_rpn_bbox": 0.03365, "loss_cls": 0.18018, "acc": 93.74194, "loss_bbox": 0.20872, "loss_mask": 0.22348, "loss": 0.6714, "time": 0.66877} {"mode": "train", "epoch": 16, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.01581, "loss_rpn_cls": 0.02717, "loss_rpn_bbox": 0.03278, "loss_cls": 0.17826, "acc": 93.802, "loss_bbox": 0.20699, "loss_mask": 0.22, "loss": 0.66519, "time": 0.6748} {"mode": "train", "epoch": 16, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.01652, "loss_rpn_cls": 0.02542, "loss_rpn_bbox": 0.03334, "loss_cls": 0.17831, "acc": 93.77759, "loss_bbox": 0.20734, "loss_mask": 0.21999, "loss": 0.66439, "time": 0.67316} {"mode": "train", "epoch": 16, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.0171, "loss_rpn_cls": 0.02872, "loss_rpn_bbox": 0.03306, "loss_cls": 0.17871, "acc": 93.65649, "loss_bbox": 0.20623, "loss_mask": 0.22025, "loss": 0.66696, "time": 0.6484} {"mode": "train", "epoch": 16, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.01942, "loss_rpn_cls": 0.02705, "loss_rpn_bbox": 0.0366, "loss_cls": 0.1908, "acc": 93.29395, "loss_bbox": 0.22324, "loss_mask": 0.22595, "loss": 0.70364, "time": 0.67825} {"mode": "train", "epoch": 16, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.01765, "loss_rpn_cls": 0.02651, "loss_rpn_bbox": 0.03292, "loss_cls": 0.18366, "acc": 93.68115, "loss_bbox": 0.21222, "loss_mask": 0.21986, "loss": 0.67517, "time": 0.67325} {"mode": "train", "epoch": 16, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01901, "loss_rpn_cls": 0.02487, "loss_rpn_bbox": 0.03095, "loss_cls": 0.17995, "acc": 93.74707, "loss_bbox": 0.20658, "loss_mask": 0.22448, "loss": 0.66683, "time": 0.66693} {"mode": "train", "epoch": 16, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.01797, "loss_rpn_cls": 0.02751, "loss_rpn_bbox": 0.03481, "loss_cls": 0.18352, "acc": 93.5376, "loss_bbox": 0.21141, "loss_mask": 0.21877, "loss": 0.67602, "time": 0.68061} {"mode": "train", "epoch": 16, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.01598, "loss_rpn_cls": 0.0274, "loss_rpn_bbox": 0.03443, "loss_cls": 0.18582, "acc": 93.46826, "loss_bbox": 0.21799, "loss_mask": 0.21796, "loss": 0.68359, "time": 0.67607} {"mode": "train", "epoch": 16, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.01533, "loss_rpn_cls": 0.02597, "loss_rpn_bbox": 0.03294, "loss_cls": 0.17631, "acc": 93.64355, "loss_bbox": 0.21254, "loss_mask": 0.21727, "loss": 0.66503, "time": 0.66855} {"mode": "train", "epoch": 16, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01557, "loss_rpn_cls": 0.02722, "loss_rpn_bbox": 0.0334, "loss_cls": 0.18504, "acc": 93.39233, "loss_bbox": 0.21237, "loss_mask": 0.22426, "loss": 0.68228, "time": 0.66565} {"mode": "train", "epoch": 16, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.01758, "loss_rpn_cls": 0.02616, "loss_rpn_bbox": 0.03316, "loss_cls": 0.18795, "acc": 93.49609, "loss_bbox": 0.21128, "loss_mask": 0.22378, "loss": 0.68233, "time": 0.67105} {"mode": "train", "epoch": 16, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.01695, "loss_rpn_cls": 0.0266, "loss_rpn_bbox": 0.03449, "loss_cls": 0.19274, "acc": 93.11133, "loss_bbox": 0.22289, "loss_mask": 0.22223, "loss": 0.69894, "time": 0.68063} {"mode": "train", "epoch": 16, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01666, "loss_rpn_cls": 0.02775, "loss_rpn_bbox": 0.03215, "loss_cls": 0.18354, "acc": 93.69287, "loss_bbox": 0.20637, "loss_mask": 0.22106, "loss": 0.67087, "time": 0.66341} {"mode": "train", "epoch": 16, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.01745, "loss_rpn_cls": 0.0256, "loss_rpn_bbox": 0.03232, "loss_cls": 0.18038, "acc": 93.68335, "loss_bbox": 0.20869, "loss_mask": 0.2207, "loss": 0.66769, "time": 0.6744} {"mode": "train", "epoch": 16, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.01585, "loss_rpn_cls": 0.02449, "loss_rpn_bbox": 0.03099, "loss_cls": 0.17424, "acc": 93.94238, "loss_bbox": 0.20175, "loss_mask": 0.21819, "loss": 0.64966, "time": 0.66761} {"mode": "train", "epoch": 16, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.01603, "loss_rpn_cls": 0.02616, "loss_rpn_bbox": 0.03264, "loss_cls": 0.17462, "acc": 93.93896, "loss_bbox": 0.2038, "loss_mask": 0.22227, "loss": 0.65948, "time": 0.66734} {"mode": "train", "epoch": 16, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.0169, "loss_rpn_cls": 0.02599, "loss_rpn_bbox": 0.03426, "loss_cls": 0.18573, "acc": 93.50366, "loss_bbox": 0.21996, "loss_mask": 0.22493, "loss": 0.69088, "time": 0.66742} {"mode": "train", "epoch": 16, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.01654, "loss_rpn_cls": 0.0253, "loss_rpn_bbox": 0.03323, "loss_cls": 0.182, "acc": 93.66919, "loss_bbox": 0.20909, "loss_mask": 0.2207, "loss": 0.67033, "time": 0.66725} {"mode": "train", "epoch": 16, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.01778, "loss_rpn_cls": 0.0268, "loss_rpn_bbox": 0.03288, "loss_cls": 0.18554, "acc": 93.43823, "loss_bbox": 0.21924, "loss_mask": 0.22147, "loss": 0.68593, "time": 0.67553} {"mode": "train", "epoch": 16, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01747, "loss_rpn_cls": 0.0267, "loss_rpn_bbox": 0.03399, "loss_cls": 0.18413, "acc": 93.57788, "loss_bbox": 0.2117, "loss_mask": 0.22027, "loss": 0.67679, "time": 0.67629} {"mode": "train", "epoch": 16, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01795, "loss_rpn_cls": 0.0276, "loss_rpn_bbox": 0.03297, "loss_cls": 0.17556, "acc": 93.77002, "loss_bbox": 0.21119, "loss_mask": 0.22247, "loss": 0.66979, "time": 0.66234} {"mode": "train", "epoch": 16, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.01695, "loss_rpn_cls": 0.02545, "loss_rpn_bbox": 0.03143, "loss_cls": 0.17728, "acc": 93.66626, "loss_bbox": 0.21139, "loss_mask": 0.21987, "loss": 0.66542, "time": 0.67305} {"mode": "train", "epoch": 16, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.01809, "loss_rpn_cls": 0.02631, "loss_rpn_bbox": 0.03282, "loss_cls": 0.18009, "acc": 93.63037, "loss_bbox": 0.20599, "loss_mask": 0.21694, "loss": 0.66214, "time": 0.67544} {"mode": "train", "epoch": 16, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.0186, "loss_rpn_cls": 0.02918, "loss_rpn_bbox": 0.03465, "loss_cls": 0.18963, "acc": 93.34204, "loss_bbox": 0.21571, "loss_mask": 0.22626, "loss": 0.69543, "time": 0.66886} {"mode": "train", "epoch": 16, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.01768, "loss_rpn_cls": 0.02908, "loss_rpn_bbox": 0.03427, "loss_cls": 0.18461, "acc": 93.55884, "loss_bbox": 0.21322, "loss_mask": 0.22088, "loss": 0.68205, "time": 0.67041} {"mode": "train", "epoch": 16, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.01938, "loss_rpn_cls": 0.02519, "loss_rpn_bbox": 0.03332, "loss_cls": 0.18404, "acc": 93.5061, "loss_bbox": 0.21705, "loss_mask": 0.21868, "loss": 0.67829, "time": 0.67574} {"mode": "train", "epoch": 16, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.0178, "loss_rpn_cls": 0.02826, "loss_rpn_bbox": 0.03497, "loss_cls": 0.19735, "acc": 93.17847, "loss_bbox": 0.21648, "loss_mask": 0.22158, "loss": 0.69864, "time": 0.67466} {"mode": "train", "epoch": 16, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.01824, "loss_rpn_cls": 0.02628, "loss_rpn_bbox": 0.03276, "loss_cls": 0.18517, "acc": 93.46289, "loss_bbox": 0.21742, "loss_mask": 0.22438, "loss": 0.68601, "time": 0.67298} {"mode": "train", "epoch": 16, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01583, "loss_rpn_cls": 0.02641, "loss_rpn_bbox": 0.03472, "loss_cls": 0.18578, "acc": 93.34741, "loss_bbox": 0.21674, "loss_mask": 0.22764, "loss": 0.69129, "time": 0.6605} {"mode": "train", "epoch": 16, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.0169, "loss_rpn_cls": 0.03168, "loss_rpn_bbox": 0.03522, "loss_cls": 0.18612, "acc": 93.44849, "loss_bbox": 0.21695, "loss_mask": 0.22194, "loss": 0.69191, "time": 0.67306} {"mode": "val", "epoch": 16, "iter": 625, "lr": 0.0, "bbox_mAP": 0.4941, "bbox_mAP_50": 0.723, "bbox_mAP_75": 0.5497, "bbox_mAP_s": 0.3521, "bbox_mAP_m": 0.532, "bbox_mAP_l": 0.6279, "bbox_mAP_copypaste": "0.4941 0.7230 0.5497 0.3521 0.5320 0.6279", "segm_mAP": 0.4454, "segm_mAP_50": 0.6932, "segm_mAP_75": 0.4833, "segm_mAP_s": 0.2617, "segm_mAP_m": 0.4817, "segm_mAP_l": 0.6374, "segm_mAP_copypaste": "0.4454 0.6932 0.4833 0.2617 0.4817 0.6374"} {"mode": "train", "epoch": 17, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.71306, "loss_rpn_cls": 0.02405, "loss_rpn_bbox": 0.03191, "loss_cls": 0.18055, "acc": 93.59961, "loss_bbox": 0.20981, "loss_mask": 0.22334, "loss": 0.66966, "time": 1.37857} {"mode": "train", "epoch": 17, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.01897, "loss_rpn_cls": 0.02374, "loss_rpn_bbox": 0.03154, "loss_cls": 0.16874, "acc": 93.82275, "loss_bbox": 0.20349, "loss_mask": 0.21526, "loss": 0.64276, "time": 0.66972} {"mode": "train", "epoch": 17, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.01727, "loss_rpn_cls": 0.02732, "loss_rpn_bbox": 0.03391, "loss_cls": 0.18249, "acc": 93.47583, "loss_bbox": 0.21887, "loss_mask": 0.22094, "loss": 0.68353, "time": 0.65865} {"mode": "train", "epoch": 17, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.01717, "loss_rpn_cls": 0.0236, "loss_rpn_bbox": 0.03235, "loss_cls": 0.17034, "acc": 93.85449, "loss_bbox": 0.20243, "loss_mask": 0.21508, "loss": 0.6438, "time": 0.66278} {"mode": "train", "epoch": 17, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.01711, "loss_rpn_cls": 0.02351, "loss_rpn_bbox": 0.03124, "loss_cls": 0.18116, "acc": 93.54199, "loss_bbox": 0.21146, "loss_mask": 0.21309, "loss": 0.66046, "time": 0.66699} {"mode": "train", "epoch": 17, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.01787, "loss_rpn_cls": 0.02609, "loss_rpn_bbox": 0.03502, "loss_cls": 0.19788, "acc": 92.99023, "loss_bbox": 0.23143, "loss_mask": 0.2258, "loss": 0.71622, "time": 0.66718} {"mode": "train", "epoch": 17, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.01652, "loss_rpn_cls": 0.02668, "loss_rpn_bbox": 0.03421, "loss_cls": 0.18119, "acc": 93.61938, "loss_bbox": 0.20926, "loss_mask": 0.21648, "loss": 0.66783, "time": 0.6741} {"mode": "train", "epoch": 17, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.0166, "loss_rpn_cls": 0.02821, "loss_rpn_bbox": 0.03478, "loss_cls": 0.19298, "acc": 93.21777, "loss_bbox": 0.22423, "loss_mask": 0.22685, "loss": 0.70705, "time": 0.68095} {"mode": "train", "epoch": 17, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.01455, "loss_rpn_cls": 0.02332, "loss_rpn_bbox": 0.03192, "loss_cls": 0.18311, "acc": 93.60913, "loss_bbox": 0.21185, "loss_mask": 0.22031, "loss": 0.67051, "time": 0.67648} {"mode": "train", "epoch": 17, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.01782, "loss_rpn_cls": 0.02718, "loss_rpn_bbox": 0.03279, "loss_cls": 0.17751, "acc": 93.72485, "loss_bbox": 0.20619, "loss_mask": 0.223, "loss": 0.66668, "time": 0.66254} {"mode": "train", "epoch": 17, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01595, "loss_rpn_cls": 0.02495, "loss_rpn_bbox": 0.0327, "loss_cls": 0.1848, "acc": 93.47485, "loss_bbox": 0.2112, "loss_mask": 0.22033, "loss": 0.67397, "time": 0.67649} {"mode": "train", "epoch": 17, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.01459, "loss_rpn_cls": 0.02575, "loss_rpn_bbox": 0.03313, "loss_cls": 0.16626, "acc": 94.10278, "loss_bbox": 0.19895, "loss_mask": 0.22038, "loss": 0.64446, "time": 0.66689} {"mode": "train", "epoch": 17, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.0167, "loss_rpn_cls": 0.02788, "loss_rpn_bbox": 0.03409, "loss_cls": 0.18161, "acc": 93.60718, "loss_bbox": 0.21345, "loss_mask": 0.21971, "loss": 0.67674, "time": 0.67074} {"mode": "train", "epoch": 17, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.01859, "loss_rpn_cls": 0.02476, "loss_rpn_bbox": 0.02936, "loss_cls": 0.1681, "acc": 94.03027, "loss_bbox": 0.19778, "loss_mask": 0.21424, "loss": 0.63424, "time": 0.67645} {"mode": "train", "epoch": 17, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.01717, "loss_rpn_cls": 0.02526, "loss_rpn_bbox": 0.02913, "loss_cls": 0.15519, "acc": 94.46094, "loss_bbox": 0.18829, "loss_mask": 0.21411, "loss": 0.61199, "time": 0.66262} {"mode": "train", "epoch": 17, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.01771, "loss_rpn_cls": 0.02502, "loss_rpn_bbox": 0.03196, "loss_cls": 0.1705, "acc": 93.94092, "loss_bbox": 0.20357, "loss_mask": 0.21528, "loss": 0.64633, "time": 0.67402} {"mode": "train", "epoch": 17, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.0181, "loss_rpn_cls": 0.02469, "loss_rpn_bbox": 0.03327, "loss_cls": 0.17142, "acc": 94.0022, "loss_bbox": 0.20493, "loss_mask": 0.22634, "loss": 0.66065, "time": 0.67088} {"mode": "train", "epoch": 17, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.01683, "loss_rpn_cls": 0.02337, "loss_rpn_bbox": 0.03274, "loss_cls": 0.17169, "acc": 93.89746, "loss_bbox": 0.21043, "loss_mask": 0.22049, "loss": 0.65871, "time": 0.6727} {"mode": "train", "epoch": 17, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.01558, "loss_rpn_cls": 0.024, "loss_rpn_bbox": 0.03141, "loss_cls": 0.17641, "acc": 93.66968, "loss_bbox": 0.21017, "loss_mask": 0.21872, "loss": 0.66072, "time": 0.66759} {"mode": "train", "epoch": 17, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.02002, "loss_rpn_cls": 0.02693, "loss_rpn_bbox": 0.03324, "loss_cls": 0.175, "acc": 93.72388, "loss_bbox": 0.21163, "loss_mask": 0.21771, "loss": 0.66452, "time": 0.67541} {"mode": "train", "epoch": 17, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01795, "loss_rpn_cls": 0.02522, "loss_rpn_bbox": 0.03141, "loss_cls": 0.18241, "acc": 93.49854, "loss_bbox": 0.21793, "loss_mask": 0.22367, "loss": 0.68063, "time": 0.65978} {"mode": "train", "epoch": 17, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.0173, "loss_rpn_cls": 0.02461, "loss_rpn_bbox": 0.03234, "loss_cls": 0.17937, "acc": 93.60425, "loss_bbox": 0.20851, "loss_mask": 0.22251, "loss": 0.66734, "time": 0.67418} {"mode": "train", "epoch": 17, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.01659, "loss_rpn_cls": 0.02838, "loss_rpn_bbox": 0.03408, "loss_cls": 0.18794, "acc": 93.30859, "loss_bbox": 0.22078, "loss_mask": 0.22982, "loss": 0.701, "time": 0.66715} {"mode": "train", "epoch": 17, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.0187, "loss_rpn_cls": 0.02668, "loss_rpn_bbox": 0.03329, "loss_cls": 0.17741, "acc": 93.73413, "loss_bbox": 0.21363, "loss_mask": 0.21656, "loss": 0.66756, "time": 0.67844} {"mode": "train", "epoch": 17, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.01568, "loss_rpn_cls": 0.02722, "loss_rpn_bbox": 0.03148, "loss_cls": 0.18112, "acc": 93.55835, "loss_bbox": 0.20952, "loss_mask": 0.22114, "loss": 0.67048, "time": 0.67588} {"mode": "train", "epoch": 17, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.01592, "loss_rpn_cls": 0.02415, "loss_rpn_bbox": 0.03287, "loss_cls": 0.1744, "acc": 93.89331, "loss_bbox": 0.20476, "loss_mask": 0.21614, "loss": 0.65232, "time": 0.67168} {"mode": "train", "epoch": 17, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01458, "loss_rpn_cls": 0.02539, "loss_rpn_bbox": 0.03086, "loss_cls": 0.16585, "acc": 94.07349, "loss_bbox": 0.20067, "loss_mask": 0.21635, "loss": 0.63913, "time": 0.67747} {"mode": "train", "epoch": 17, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01734, "loss_rpn_cls": 0.02573, "loss_rpn_bbox": 0.03095, "loss_cls": 0.17068, "acc": 93.95801, "loss_bbox": 0.20035, "loss_mask": 0.22552, "loss": 0.65322, "time": 0.67139} {"mode": "train", "epoch": 17, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.01747, "loss_rpn_cls": 0.02269, "loss_rpn_bbox": 0.03062, "loss_cls": 0.17053, "acc": 93.9585, "loss_bbox": 0.20372, "loss_mask": 0.21192, "loss": 0.63948, "time": 0.66893} {"mode": "train", "epoch": 17, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.01619, "loss_rpn_cls": 0.02506, "loss_rpn_bbox": 0.03261, "loss_cls": 0.17743, "acc": 93.72388, "loss_bbox": 0.20903, "loss_mask": 0.21398, "loss": 0.65812, "time": 0.65933} {"mode": "train", "epoch": 17, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.01677, "loss_rpn_cls": 0.02664, "loss_rpn_bbox": 0.03382, "loss_cls": 0.18245, "acc": 93.6416, "loss_bbox": 0.21365, "loss_mask": 0.22173, "loss": 0.67828, "time": 0.6708} {"mode": "train", "epoch": 17, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.0163, "loss_rpn_cls": 0.02334, "loss_rpn_bbox": 0.03117, "loss_cls": 0.17449, "acc": 93.86938, "loss_bbox": 0.20207, "loss_mask": 0.21662, "loss": 0.6477, "time": 0.67402} {"mode": "train", "epoch": 17, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.01729, "loss_rpn_cls": 0.02636, "loss_rpn_bbox": 0.0321, "loss_cls": 0.18392, "acc": 93.48608, "loss_bbox": 0.21049, "loss_mask": 0.22647, "loss": 0.67933, "time": 0.66184} {"mode": "train", "epoch": 17, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.01762, "loss_rpn_cls": 0.02709, "loss_rpn_bbox": 0.03393, "loss_cls": 0.18075, "acc": 93.62988, "loss_bbox": 0.2113, "loss_mask": 0.22108, "loss": 0.67416, "time": 0.66708} {"mode": "train", "epoch": 17, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.01817, "loss_rpn_cls": 0.0252, "loss_rpn_bbox": 0.03233, "loss_cls": 0.17574, "acc": 93.74023, "loss_bbox": 0.20586, "loss_mask": 0.21994, "loss": 0.65906, "time": 0.66697} {"mode": "train", "epoch": 17, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.01604, "loss_rpn_cls": 0.02722, "loss_rpn_bbox": 0.03471, "loss_cls": 0.18099, "acc": 93.54468, "loss_bbox": 0.21288, "loss_mask": 0.22006, "loss": 0.67587, "time": 0.67595} {"mode": "train", "epoch": 17, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.01915, "loss_rpn_cls": 0.02855, "loss_rpn_bbox": 0.03327, "loss_cls": 0.16866, "acc": 93.95898, "loss_bbox": 0.20251, "loss_mask": 0.21561, "loss": 0.6486, "time": 0.67278} {"mode": "train", "epoch": 17, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.01738, "loss_rpn_cls": 0.02579, "loss_rpn_bbox": 0.03155, "loss_cls": 0.18001, "acc": 93.69067, "loss_bbox": 0.20538, "loss_mask": 0.22304, "loss": 0.66576, "time": 0.67905} {"mode": "train", "epoch": 17, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.01703, "loss_rpn_cls": 0.02451, "loss_rpn_bbox": 0.03138, "loss_cls": 0.17376, "acc": 93.86499, "loss_bbox": 0.20107, "loss_mask": 0.21282, "loss": 0.64356, "time": 0.6687} {"mode": "train", "epoch": 17, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.01727, "loss_rpn_cls": 0.02761, "loss_rpn_bbox": 0.03273, "loss_cls": 0.18014, "acc": 93.63477, "loss_bbox": 0.21488, "loss_mask": 0.22459, "loss": 0.67994, "time": 0.67517} {"mode": "train", "epoch": 17, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.01687, "loss_rpn_cls": 0.02804, "loss_rpn_bbox": 0.03384, "loss_cls": 0.1734, "acc": 93.93701, "loss_bbox": 0.20409, "loss_mask": 0.21709, "loss": 0.65647, "time": 0.67289} {"mode": "train", "epoch": 17, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.0193, "loss_rpn_cls": 0.02541, "loss_rpn_bbox": 0.03073, "loss_cls": 0.17059, "acc": 93.97339, "loss_bbox": 0.20341, "loss_mask": 0.21742, "loss": 0.64757, "time": 0.6732} {"mode": "train", "epoch": 17, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.01874, "loss_rpn_cls": 0.02688, "loss_rpn_bbox": 0.03378, "loss_cls": 0.18283, "acc": 93.53955, "loss_bbox": 0.21252, "loss_mask": 0.21862, "loss": 0.67462, "time": 0.6715} {"mode": "train", "epoch": 17, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.02036, "loss_rpn_cls": 0.02516, "loss_rpn_bbox": 0.03439, "loss_cls": 0.17995, "acc": 93.55103, "loss_bbox": 0.21995, "loss_mask": 0.21779, "loss": 0.67725, "time": 0.67329} {"mode": "train", "epoch": 17, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.01727, "loss_rpn_cls": 0.02681, "loss_rpn_bbox": 0.0332, "loss_cls": 0.18581, "acc": 93.354, "loss_bbox": 0.21627, "loss_mask": 0.2251, "loss": 0.6872, "time": 0.67306} {"mode": "train", "epoch": 17, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.01534, "loss_rpn_cls": 0.02685, "loss_rpn_bbox": 0.03098, "loss_cls": 0.17655, "acc": 93.79858, "loss_bbox": 0.20775, "loss_mask": 0.21917, "loss": 0.6613, "time": 0.66468} {"mode": "train", "epoch": 17, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.01728, "loss_rpn_cls": 0.02404, "loss_rpn_bbox": 0.03301, "loss_cls": 0.17232, "acc": 93.84351, "loss_bbox": 0.20687, "loss_mask": 0.21762, "loss": 0.65386, "time": 0.68856} {"mode": "train", "epoch": 17, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.01666, "loss_rpn_cls": 0.02714, "loss_rpn_bbox": 0.03331, "loss_cls": 0.18144, "acc": 93.54736, "loss_bbox": 0.20999, "loss_mask": 0.22432, "loss": 0.67619, "time": 0.67069} {"mode": "train", "epoch": 17, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.01789, "loss_rpn_cls": 0.02531, "loss_rpn_bbox": 0.03263, "loss_cls": 0.17245, "acc": 93.91064, "loss_bbox": 0.20321, "loss_mask": 0.22078, "loss": 0.65438, "time": 0.68518} {"mode": "train", "epoch": 17, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.01725, "loss_rpn_cls": 0.0247, "loss_rpn_bbox": 0.03403, "loss_cls": 0.18058, "acc": 93.53638, "loss_bbox": 0.21915, "loss_mask": 0.22165, "loss": 0.68011, "time": 0.67576} {"mode": "train", "epoch": 17, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.01695, "loss_rpn_cls": 0.02346, "loss_rpn_bbox": 0.03292, "loss_cls": 0.177, "acc": 93.65283, "loss_bbox": 0.20814, "loss_mask": 0.22153, "loss": 0.66306, "time": 0.66441} {"mode": "train", "epoch": 17, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.0173, "loss_rpn_cls": 0.0251, "loss_rpn_bbox": 0.0302, "loss_cls": 0.17476, "acc": 93.84863, "loss_bbox": 0.19843, "loss_mask": 0.21919, "loss": 0.64768, "time": 0.66559} {"mode": "train", "epoch": 17, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.01567, "loss_rpn_cls": 0.02684, "loss_rpn_bbox": 0.03413, "loss_cls": 0.18064, "acc": 93.65967, "loss_bbox": 0.20723, "loss_mask": 0.21829, "loss": 0.66714, "time": 0.67184} {"mode": "train", "epoch": 17, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.01692, "loss_rpn_cls": 0.02415, "loss_rpn_bbox": 0.03222, "loss_cls": 0.17517, "acc": 93.70459, "loss_bbox": 0.20876, "loss_mask": 0.21859, "loss": 0.65889, "time": 0.67489} {"mode": "train", "epoch": 17, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.01616, "loss_rpn_cls": 0.02571, "loss_rpn_bbox": 0.03224, "loss_cls": 0.16633, "acc": 94.24097, "loss_bbox": 0.19754, "loss_mask": 0.21919, "loss": 0.64101, "time": 0.67154} {"mode": "train", "epoch": 17, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.01947, "loss_rpn_cls": 0.02531, "loss_rpn_bbox": 0.03152, "loss_cls": 0.17719, "acc": 93.7229, "loss_bbox": 0.20485, "loss_mask": 0.21784, "loss": 0.65671, "time": 0.67197} {"mode": "train", "epoch": 17, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.01827, "loss_rpn_cls": 0.02581, "loss_rpn_bbox": 0.03329, "loss_cls": 0.17156, "acc": 93.8667, "loss_bbox": 0.21093, "loss_mask": 0.22477, "loss": 0.66636, "time": 0.67557} {"mode": "train", "epoch": 17, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.01819, "loss_rpn_cls": 0.02857, "loss_rpn_bbox": 0.03434, "loss_cls": 0.18314, "acc": 93.52197, "loss_bbox": 0.21135, "loss_mask": 0.21908, "loss": 0.67648, "time": 0.6748} {"mode": "train", "epoch": 17, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.01643, "loss_rpn_cls": 0.02556, "loss_rpn_bbox": 0.03162, "loss_cls": 0.17049, "acc": 93.93677, "loss_bbox": 0.20236, "loss_mask": 0.21497, "loss": 0.64501, "time": 0.66274} {"mode": "train", "epoch": 17, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.01927, "loss_rpn_cls": 0.02837, "loss_rpn_bbox": 0.03605, "loss_cls": 0.19131, "acc": 93.12305, "loss_bbox": 0.22738, "loss_mask": 0.22769, "loss": 0.71079, "time": 0.67779} {"mode": "train", "epoch": 17, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.01744, "loss_rpn_cls": 0.02863, "loss_rpn_bbox": 0.03365, "loss_cls": 0.18496, "acc": 93.48804, "loss_bbox": 0.21717, "loss_mask": 0.22423, "loss": 0.68865, "time": 0.6843} {"mode": "train", "epoch": 17, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.01853, "loss_rpn_cls": 0.02682, "loss_rpn_bbox": 0.03296, "loss_cls": 0.17661, "acc": 93.68726, "loss_bbox": 0.20796, "loss_mask": 0.22493, "loss": 0.66928, "time": 0.66835} {"mode": "train", "epoch": 17, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.01749, "loss_rpn_cls": 0.02834, "loss_rpn_bbox": 0.03447, "loss_cls": 0.18152, "acc": 93.51172, "loss_bbox": 0.21421, "loss_mask": 0.22466, "loss": 0.6832, "time": 0.67445} {"mode": "train", "epoch": 17, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01663, "loss_rpn_cls": 0.02503, "loss_rpn_bbox": 0.03181, "loss_cls": 0.18143, "acc": 93.65918, "loss_bbox": 0.20778, "loss_mask": 0.21877, "loss": 0.66482, "time": 0.6657} {"mode": "train", "epoch": 17, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.01897, "loss_rpn_cls": 0.02633, "loss_rpn_bbox": 0.03267, "loss_cls": 0.17604, "acc": 93.75024, "loss_bbox": 0.20994, "loss_mask": 0.21634, "loss": 0.66131, "time": 0.65696} {"mode": "train", "epoch": 17, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01586, "loss_rpn_cls": 0.02625, "loss_rpn_bbox": 0.03362, "loss_cls": 0.18249, "acc": 93.47876, "loss_bbox": 0.21873, "loss_mask": 0.22343, "loss": 0.68452, "time": 0.66081} {"mode": "train", "epoch": 17, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.01729, "loss_rpn_cls": 0.0257, "loss_rpn_bbox": 0.02945, "loss_cls": 0.16605, "acc": 94.19312, "loss_bbox": 0.19767, "loss_mask": 0.21773, "loss": 0.63661, "time": 0.66202} {"mode": "train", "epoch": 17, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.01773, "loss_rpn_cls": 0.02201, "loss_rpn_bbox": 0.02988, "loss_cls": 0.16482, "acc": 94.0957, "loss_bbox": 0.20019, "loss_mask": 0.21206, "loss": 0.62897, "time": 0.67125} {"mode": "train", "epoch": 17, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.01942, "loss_rpn_cls": 0.02668, "loss_rpn_bbox": 0.0327, "loss_cls": 0.17331, "acc": 93.86206, "loss_bbox": 0.20254, "loss_mask": 0.21722, "loss": 0.65246, "time": 0.6626} {"mode": "train", "epoch": 17, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.01946, "loss_rpn_cls": 0.02847, "loss_rpn_bbox": 0.03311, "loss_cls": 0.19087, "acc": 93.29419, "loss_bbox": 0.2202, "loss_mask": 0.22333, "loss": 0.69597, "time": 0.67443} {"mode": "train", "epoch": 17, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.0167, "loss_rpn_cls": 0.0244, "loss_rpn_bbox": 0.03221, "loss_cls": 0.18334, "acc": 93.55273, "loss_bbox": 0.21284, "loss_mask": 0.21811, "loss": 0.6709, "time": 0.6744} {"mode": "train", "epoch": 17, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.01824, "loss_rpn_cls": 0.0281, "loss_rpn_bbox": 0.03124, "loss_cls": 0.17892, "acc": 93.61548, "loss_bbox": 0.21067, "loss_mask": 0.22078, "loss": 0.66971, "time": 0.67252} {"mode": "train", "epoch": 17, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.01488, "loss_rpn_cls": 0.02488, "loss_rpn_bbox": 0.03106, "loss_cls": 0.17957, "acc": 93.62817, "loss_bbox": 0.20832, "loss_mask": 0.22218, "loss": 0.666, "time": 0.6801} {"mode": "train", "epoch": 17, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.01457, "loss_rpn_cls": 0.02465, "loss_rpn_bbox": 0.03114, "loss_cls": 0.1772, "acc": 93.71655, "loss_bbox": 0.20862, "loss_mask": 0.22279, "loss": 0.6644, "time": 0.68564} {"mode": "train", "epoch": 17, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01505, "loss_rpn_cls": 0.02608, "loss_rpn_bbox": 0.03322, "loss_cls": 0.18112, "acc": 93.49512, "loss_bbox": 0.21869, "loss_mask": 0.22002, "loss": 0.67915, "time": 0.67791} {"mode": "train", "epoch": 17, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01868, "loss_rpn_cls": 0.02514, "loss_rpn_bbox": 0.03328, "loss_cls": 0.17888, "acc": 93.65576, "loss_bbox": 0.21362, "loss_mask": 0.21667, "loss": 0.66759, "time": 0.66934} {"mode": "train", "epoch": 17, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01509, "loss_rpn_cls": 0.02324, "loss_rpn_bbox": 0.0292, "loss_cls": 0.17004, "acc": 93.92334, "loss_bbox": 0.20178, "loss_mask": 0.21018, "loss": 0.63444, "time": 0.65972} {"mode": "train", "epoch": 17, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01427, "loss_rpn_cls": 0.0246, "loss_rpn_bbox": 0.03081, "loss_cls": 0.17638, "acc": 93.92188, "loss_bbox": 0.2035, "loss_mask": 0.22152, "loss": 0.65682, "time": 0.66997} {"mode": "train", "epoch": 17, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.0182, "loss_rpn_cls": 0.02708, "loss_rpn_bbox": 0.03234, "loss_cls": 0.18513, "acc": 93.39404, "loss_bbox": 0.21565, "loss_mask": 0.22369, "loss": 0.68389, "time": 0.68494} {"mode": "train", "epoch": 17, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.01625, "loss_rpn_cls": 0.02899, "loss_rpn_bbox": 0.03377, "loss_cls": 0.17635, "acc": 93.80005, "loss_bbox": 0.20749, "loss_mask": 0.22106, "loss": 0.66767, "time": 0.66365} {"mode": "train", "epoch": 17, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01872, "loss_rpn_cls": 0.02698, "loss_rpn_bbox": 0.03445, "loss_cls": 0.17781, "acc": 93.70166, "loss_bbox": 0.21118, "loss_mask": 0.21833, "loss": 0.66874, "time": 0.67045} {"mode": "train", "epoch": 17, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.01533, "loss_rpn_cls": 0.02573, "loss_rpn_bbox": 0.03222, "loss_cls": 0.17854, "acc": 93.62744, "loss_bbox": 0.21426, "loss_mask": 0.22317, "loss": 0.67392, "time": 0.66334} {"mode": "train", "epoch": 17, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.01825, "loss_rpn_cls": 0.02698, "loss_rpn_bbox": 0.03106, "loss_cls": 0.17568, "acc": 93.78711, "loss_bbox": 0.20879, "loss_mask": 0.21813, "loss": 0.66064, "time": 0.6748} {"mode": "train", "epoch": 17, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.01843, "loss_rpn_cls": 0.02739, "loss_rpn_bbox": 0.03492, "loss_cls": 0.18537, "acc": 93.43286, "loss_bbox": 0.21647, "loss_mask": 0.22343, "loss": 0.68759, "time": 0.66605} {"mode": "train", "epoch": 17, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.01821, "loss_rpn_cls": 0.0255, "loss_rpn_bbox": 0.03173, "loss_cls": 0.16951, "acc": 93.94751, "loss_bbox": 0.20463, "loss_mask": 0.21682, "loss": 0.64818, "time": 0.66612} {"mode": "train", "epoch": 17, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01748, "loss_rpn_cls": 0.02734, "loss_rpn_bbox": 0.03334, "loss_cls": 0.18619, "acc": 93.29541, "loss_bbox": 0.21995, "loss_mask": 0.22226, "loss": 0.68908, "time": 0.67174} {"mode": "train", "epoch": 17, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.01518, "loss_rpn_cls": 0.0281, "loss_rpn_bbox": 0.034, "loss_cls": 0.18453, "acc": 93.48608, "loss_bbox": 0.2151, "loss_mask": 0.22162, "loss": 0.68335, "time": 0.66703} {"mode": "train", "epoch": 17, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.01889, "loss_rpn_cls": 0.02468, "loss_rpn_bbox": 0.03129, "loss_cls": 0.17312, "acc": 93.90088, "loss_bbox": 0.20634, "loss_mask": 0.21993, "loss": 0.65536, "time": 0.67213} {"mode": "train", "epoch": 17, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.01587, "loss_rpn_cls": 0.02787, "loss_rpn_bbox": 0.03328, "loss_cls": 0.18595, "acc": 93.53589, "loss_bbox": 0.21751, "loss_mask": 0.22645, "loss": 0.69105, "time": 0.66649} {"mode": "train", "epoch": 17, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01638, "loss_rpn_cls": 0.02461, "loss_rpn_bbox": 0.03209, "loss_cls": 0.18035, "acc": 93.72461, "loss_bbox": 0.20904, "loss_mask": 0.21712, "loss": 0.66322, "time": 0.67095} {"mode": "train", "epoch": 17, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01634, "loss_rpn_cls": 0.02572, "loss_rpn_bbox": 0.03243, "loss_cls": 0.18984, "acc": 93.35474, "loss_bbox": 0.21195, "loss_mask": 0.21903, "loss": 0.67898, "time": 0.67166} {"mode": "train", "epoch": 17, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.01607, "loss_rpn_cls": 0.02634, "loss_rpn_bbox": 0.03225, "loss_cls": 0.17576, "acc": 93.79102, "loss_bbox": 0.2096, "loss_mask": 0.21908, "loss": 0.66303, "time": 0.65656} {"mode": "train", "epoch": 17, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.01745, "loss_rpn_cls": 0.02596, "loss_rpn_bbox": 0.03189, "loss_cls": 0.18456, "acc": 93.6106, "loss_bbox": 0.20815, "loss_mask": 0.22132, "loss": 0.67187, "time": 0.66945} {"mode": "train", "epoch": 17, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.01724, "loss_rpn_cls": 0.02432, "loss_rpn_bbox": 0.03004, "loss_cls": 0.17557, "acc": 93.90454, "loss_bbox": 0.20265, "loss_mask": 0.21629, "loss": 0.64887, "time": 0.67534} {"mode": "train", "epoch": 17, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01707, "loss_rpn_cls": 0.02764, "loss_rpn_bbox": 0.03415, "loss_cls": 0.1857, "acc": 93.39233, "loss_bbox": 0.21757, "loss_mask": 0.22491, "loss": 0.68997, "time": 0.66413} {"mode": "train", "epoch": 17, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.01694, "loss_rpn_cls": 0.02589, "loss_rpn_bbox": 0.03135, "loss_cls": 0.17072, "acc": 93.81543, "loss_bbox": 0.20046, "loss_mask": 0.2162, "loss": 0.64461, "time": 0.67936} {"mode": "train", "epoch": 17, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01602, "loss_rpn_cls": 0.02654, "loss_rpn_bbox": 0.0302, "loss_cls": 0.1645, "acc": 94.16113, "loss_bbox": 0.19873, "loss_mask": 0.21286, "loss": 0.63284, "time": 0.6662} {"mode": "train", "epoch": 17, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.01741, "loss_rpn_cls": 0.02933, "loss_rpn_bbox": 0.03425, "loss_cls": 0.17791, "acc": 93.7085, "loss_bbox": 0.21492, "loss_mask": 0.23217, "loss": 0.68859, "time": 0.6946} {"mode": "train", "epoch": 17, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.01651, "loss_rpn_cls": 0.02885, "loss_rpn_bbox": 0.03599, "loss_cls": 0.19597, "acc": 93.03467, "loss_bbox": 0.22513, "loss_mask": 0.22428, "loss": 0.71022, "time": 0.66761} {"mode": "train", "epoch": 17, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.01822, "loss_rpn_cls": 0.02817, "loss_rpn_bbox": 0.03403, "loss_cls": 0.18854, "acc": 93.33716, "loss_bbox": 0.21683, "loss_mask": 0.22732, "loss": 0.69489, "time": 0.68374} {"mode": "train", "epoch": 17, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.01574, "loss_rpn_cls": 0.02823, "loss_rpn_bbox": 0.03538, "loss_cls": 0.18484, "acc": 93.54297, "loss_bbox": 0.21676, "loss_mask": 0.2194, "loss": 0.68462, "time": 0.65304} {"mode": "train", "epoch": 17, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.0174, "loss_rpn_cls": 0.02561, "loss_rpn_bbox": 0.03272, "loss_cls": 0.17491, "acc": 93.88843, "loss_bbox": 0.20114, "loss_mask": 0.21873, "loss": 0.6531, "time": 0.66802} {"mode": "train", "epoch": 17, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.0157, "loss_rpn_cls": 0.02705, "loss_rpn_bbox": 0.03215, "loss_cls": 0.17518, "acc": 93.87695, "loss_bbox": 0.20404, "loss_mask": 0.216, "loss": 0.65442, "time": 0.67361} {"mode": "train", "epoch": 17, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.01627, "loss_rpn_cls": 0.02352, "loss_rpn_bbox": 0.03064, "loss_cls": 0.17168, "acc": 93.86548, "loss_bbox": 0.20317, "loss_mask": 0.21636, "loss": 0.64537, "time": 0.66166} {"mode": "train", "epoch": 17, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.01639, "loss_rpn_cls": 0.02502, "loss_rpn_bbox": 0.03302, "loss_cls": 0.18324, "acc": 93.49878, "loss_bbox": 0.21448, "loss_mask": 0.22227, "loss": 0.67803, "time": 0.66377} {"mode": "train", "epoch": 17, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.01916, "loss_rpn_cls": 0.0271, "loss_rpn_bbox": 0.0331, "loss_cls": 0.18442, "acc": 93.60205, "loss_bbox": 0.21585, "loss_mask": 0.21828, "loss": 0.67876, "time": 0.66836} {"mode": "train", "epoch": 17, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.0181, "loss_rpn_cls": 0.0234, "loss_rpn_bbox": 0.031, "loss_cls": 0.17196, "acc": 93.83081, "loss_bbox": 0.2046, "loss_mask": 0.21338, "loss": 0.64435, "time": 0.67073} {"mode": "train", "epoch": 17, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.01815, "loss_rpn_cls": 0.02608, "loss_rpn_bbox": 0.03312, "loss_cls": 0.1777, "acc": 93.81787, "loss_bbox": 0.20454, "loss_mask": 0.21794, "loss": 0.65939, "time": 0.68312} {"mode": "train", "epoch": 17, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.01711, "loss_rpn_cls": 0.02568, "loss_rpn_bbox": 0.0328, "loss_cls": 0.18174, "acc": 93.42383, "loss_bbox": 0.21456, "loss_mask": 0.22697, "loss": 0.68174, "time": 0.67972} {"mode": "train", "epoch": 17, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.01944, "loss_rpn_cls": 0.02565, "loss_rpn_bbox": 0.03314, "loss_cls": 0.18527, "acc": 93.33447, "loss_bbox": 0.21887, "loss_mask": 0.22815, "loss": 0.69108, "time": 0.67177} {"mode": "train", "epoch": 17, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.02002, "loss_rpn_cls": 0.02589, "loss_rpn_bbox": 0.03514, "loss_cls": 0.1855, "acc": 93.46582, "loss_bbox": 0.22154, "loss_mask": 0.22391, "loss": 0.69198, "time": 0.67244} {"mode": "train", "epoch": 17, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.01792, "loss_rpn_cls": 0.02749, "loss_rpn_bbox": 0.03354, "loss_cls": 0.18729, "acc": 93.47119, "loss_bbox": 0.21265, "loss_mask": 0.22965, "loss": 0.69061, "time": 0.68009} {"mode": "train", "epoch": 17, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.01473, "loss_rpn_cls": 0.02433, "loss_rpn_bbox": 0.03196, "loss_cls": 0.17635, "acc": 93.85986, "loss_bbox": 0.20238, "loss_mask": 0.21861, "loss": 0.65363, "time": 0.66541} {"mode": "train", "epoch": 17, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.0171, "loss_rpn_cls": 0.02763, "loss_rpn_bbox": 0.03296, "loss_cls": 0.18229, "acc": 93.46436, "loss_bbox": 0.21531, "loss_mask": 0.22308, "loss": 0.68128, "time": 0.69192} {"mode": "train", "epoch": 17, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.01763, "loss_rpn_cls": 0.02787, "loss_rpn_bbox": 0.03248, "loss_cls": 0.1784, "acc": 93.7019, "loss_bbox": 0.2067, "loss_mask": 0.22252, "loss": 0.66797, "time": 0.67384} {"mode": "train", "epoch": 17, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.01677, "loss_rpn_cls": 0.02754, "loss_rpn_bbox": 0.03113, "loss_cls": 0.17878, "acc": 93.74438, "loss_bbox": 0.20376, "loss_mask": 0.22313, "loss": 0.66433, "time": 0.65697} {"mode": "train", "epoch": 17, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.01841, "loss_rpn_cls": 0.0247, "loss_rpn_bbox": 0.03009, "loss_cls": 0.16667, "acc": 94.10645, "loss_bbox": 0.19537, "loss_mask": 0.21439, "loss": 0.63122, "time": 0.66983} {"mode": "train", "epoch": 17, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.0183, "loss_rpn_cls": 0.02327, "loss_rpn_bbox": 0.03148, "loss_cls": 0.17742, "acc": 93.63794, "loss_bbox": 0.21065, "loss_mask": 0.21162, "loss": 0.65444, "time": 0.66847} {"mode": "train", "epoch": 17, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.01669, "loss_rpn_cls": 0.02699, "loss_rpn_bbox": 0.03117, "loss_cls": 0.17786, "acc": 93.89258, "loss_bbox": 0.19911, "loss_mask": 0.21912, "loss": 0.65425, "time": 0.65542} {"mode": "train", "epoch": 17, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.01669, "loss_rpn_cls": 0.02484, "loss_rpn_bbox": 0.03074, "loss_cls": 0.1831, "acc": 93.60986, "loss_bbox": 0.20997, "loss_mask": 0.21897, "loss": 0.66763, "time": 0.67387} {"mode": "train", "epoch": 17, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.01698, "loss_rpn_cls": 0.02561, "loss_rpn_bbox": 0.03224, "loss_cls": 0.18076, "acc": 93.67749, "loss_bbox": 0.21155, "loss_mask": 0.22776, "loss": 0.67792, "time": 0.67837} {"mode": "train", "epoch": 17, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01598, "loss_rpn_cls": 0.02863, "loss_rpn_bbox": 0.03263, "loss_cls": 0.18229, "acc": 93.5791, "loss_bbox": 0.21368, "loss_mask": 0.22555, "loss": 0.68278, "time": 0.65965} {"mode": "train", "epoch": 17, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.0155, "loss_rpn_cls": 0.0266, "loss_rpn_bbox": 0.03227, "loss_cls": 0.17072, "acc": 93.92163, "loss_bbox": 0.20395, "loss_mask": 0.21814, "loss": 0.65169, "time": 0.66623} {"mode": "train", "epoch": 17, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.01786, "loss_rpn_cls": 0.0279, "loss_rpn_bbox": 0.03317, "loss_cls": 0.16821, "acc": 94.09302, "loss_bbox": 0.19623, "loss_mask": 0.21551, "loss": 0.64102, "time": 0.67938} {"mode": "train", "epoch": 17, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.01555, "loss_rpn_cls": 0.02551, "loss_rpn_bbox": 0.03194, "loss_cls": 0.16722, "acc": 94.0835, "loss_bbox": 0.20168, "loss_mask": 0.21608, "loss": 0.64244, "time": 0.67142} {"mode": "train", "epoch": 17, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01857, "loss_rpn_cls": 0.0248, "loss_rpn_bbox": 0.03039, "loss_cls": 0.17486, "acc": 93.79956, "loss_bbox": 0.20527, "loss_mask": 0.21559, "loss": 0.65091, "time": 0.65985} {"mode": "train", "epoch": 17, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.01658, "loss_rpn_cls": 0.02708, "loss_rpn_bbox": 0.03555, "loss_cls": 0.17931, "acc": 93.52466, "loss_bbox": 0.21966, "loss_mask": 0.22278, "loss": 0.68438, "time": 0.68012} {"mode": "train", "epoch": 17, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.01755, "loss_rpn_cls": 0.02613, "loss_rpn_bbox": 0.03207, "loss_cls": 0.17571, "acc": 93.84937, "loss_bbox": 0.20213, "loss_mask": 0.21626, "loss": 0.65231, "time": 0.6755} {"mode": "train", "epoch": 17, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01749, "loss_rpn_cls": 0.02824, "loss_rpn_bbox": 0.03511, "loss_cls": 0.18104, "acc": 93.57007, "loss_bbox": 0.21417, "loss_mask": 0.22319, "loss": 0.68175, "time": 0.67327} {"mode": "train", "epoch": 17, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.01742, "loss_rpn_cls": 0.02392, "loss_rpn_bbox": 0.03042, "loss_cls": 0.17879, "acc": 93.62012, "loss_bbox": 0.21311, "loss_mask": 0.22303, "loss": 0.66927, "time": 0.65799} {"mode": "train", "epoch": 17, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.01619, "loss_rpn_cls": 0.02499, "loss_rpn_bbox": 0.03186, "loss_cls": 0.17341, "acc": 93.81177, "loss_bbox": 0.20596, "loss_mask": 0.22219, "loss": 0.65841, "time": 0.68265} {"mode": "train", "epoch": 17, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.01872, "loss_rpn_cls": 0.02654, "loss_rpn_bbox": 0.03184, "loss_cls": 0.17481, "acc": 93.82153, "loss_bbox": 0.20296, "loss_mask": 0.21955, "loss": 0.65569, "time": 0.66798} {"mode": "train", "epoch": 17, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.01576, "loss_rpn_cls": 0.02574, "loss_rpn_bbox": 0.03062, "loss_cls": 0.16967, "acc": 93.88037, "loss_bbox": 0.20481, "loss_mask": 0.22195, "loss": 0.65278, "time": 0.67181} {"mode": "train", "epoch": 17, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.01667, "loss_rpn_cls": 0.02552, "loss_rpn_bbox": 0.03194, "loss_cls": 0.18461, "acc": 93.4397, "loss_bbox": 0.21345, "loss_mask": 0.22252, "loss": 0.67803, "time": 0.67676} {"mode": "train", "epoch": 17, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.01756, "loss_rpn_cls": 0.0256, "loss_rpn_bbox": 0.03309, "loss_cls": 0.17592, "acc": 93.73193, "loss_bbox": 0.21347, "loss_mask": 0.22656, "loss": 0.67463, "time": 0.67992} {"mode": "train", "epoch": 17, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01651, "loss_rpn_cls": 0.02692, "loss_rpn_bbox": 0.0333, "loss_cls": 0.17216, "acc": 93.96655, "loss_bbox": 0.20131, "loss_mask": 0.21802, "loss": 0.6517, "time": 0.6671} {"mode": "train", "epoch": 17, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01711, "loss_rpn_cls": 0.02602, "loss_rpn_bbox": 0.03276, "loss_cls": 0.1795, "acc": 93.65649, "loss_bbox": 0.20851, "loss_mask": 0.21846, "loss": 0.66525, "time": 0.66238} {"mode": "train", "epoch": 17, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.01608, "loss_rpn_cls": 0.02496, "loss_rpn_bbox": 0.03213, "loss_cls": 0.1679, "acc": 94.07104, "loss_bbox": 0.19857, "loss_mask": 0.21769, "loss": 0.64125, "time": 0.6634} {"mode": "train", "epoch": 17, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.01594, "loss_rpn_cls": 0.02537, "loss_rpn_bbox": 0.03327, "loss_cls": 0.1793, "acc": 93.63354, "loss_bbox": 0.21493, "loss_mask": 0.21809, "loss": 0.67095, "time": 0.67275} {"mode": "train", "epoch": 17, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.01508, "loss_rpn_cls": 0.02743, "loss_rpn_bbox": 0.03317, "loss_cls": 0.17703, "acc": 93.65186, "loss_bbox": 0.21065, "loss_mask": 0.22381, "loss": 0.67208, "time": 0.6647} {"mode": "train", "epoch": 17, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.01649, "loss_rpn_cls": 0.02373, "loss_rpn_bbox": 0.03031, "loss_cls": 0.16556, "acc": 94.07959, "loss_bbox": 0.19947, "loss_mask": 0.21666, "loss": 0.63573, "time": 0.66749} {"mode": "train", "epoch": 17, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.01919, "loss_rpn_cls": 0.02672, "loss_rpn_bbox": 0.03209, "loss_cls": 0.1778, "acc": 93.74268, "loss_bbox": 0.20787, "loss_mask": 0.21887, "loss": 0.66334, "time": 0.66835} {"mode": "train", "epoch": 17, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.01718, "loss_rpn_cls": 0.02657, "loss_rpn_bbox": 0.03169, "loss_cls": 0.16836, "acc": 94.05444, "loss_bbox": 0.1998, "loss_mask": 0.21019, "loss": 0.63661, "time": 0.67302} {"mode": "train", "epoch": 17, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.0156, "loss_rpn_cls": 0.02834, "loss_rpn_bbox": 0.03435, "loss_cls": 0.18316, "acc": 93.5957, "loss_bbox": 0.21222, "loss_mask": 0.23005, "loss": 0.68813, "time": 0.66773} {"mode": "train", "epoch": 17, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01693, "loss_rpn_cls": 0.02467, "loss_rpn_bbox": 0.03259, "loss_cls": 0.17638, "acc": 93.85156, "loss_bbox": 0.20782, "loss_mask": 0.22359, "loss": 0.66504, "time": 0.66839} {"mode": "train", "epoch": 17, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01631, "loss_rpn_cls": 0.0273, "loss_rpn_bbox": 0.03153, "loss_cls": 0.1728, "acc": 93.83496, "loss_bbox": 0.20511, "loss_mask": 0.21677, "loss": 0.65351, "time": 0.6729} {"mode": "val", "epoch": 17, "iter": 625, "lr": 0.0, "bbox_mAP": 0.5014, "bbox_mAP_50": 0.7233, "bbox_mAP_75": 0.5575, "bbox_mAP_s": 0.355, "bbox_mAP_m": 0.5417, "bbox_mAP_l": 0.6333, "bbox_mAP_copypaste": "0.5014 0.7233 0.5575 0.3550 0.5417 0.6333", "segm_mAP": 0.444, "segm_mAP_50": 0.6926, "segm_mAP_75": 0.4778, "segm_mAP_s": 0.2563, "segm_mAP_m": 0.4848, "segm_mAP_l": 0.6335, "segm_mAP_copypaste": "0.4440 0.6926 0.4778 0.2563 0.4848 0.6335"} {"mode": "train", "epoch": 18, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.71309, "loss_rpn_cls": 0.02633, "loss_rpn_bbox": 0.03149, "loss_cls": 0.17554, "acc": 93.8584, "loss_bbox": 0.20456, "loss_mask": 0.21732, "loss": 0.65524, "time": 1.37284} {"mode": "train", "epoch": 18, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.01873, "loss_rpn_cls": 0.02648, "loss_rpn_bbox": 0.03428, "loss_cls": 0.17154, "acc": 93.79956, "loss_bbox": 0.20686, "loss_mask": 0.22176, "loss": 0.66092, "time": 0.67975} {"mode": "train", "epoch": 18, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.01577, "loss_rpn_cls": 0.0276, "loss_rpn_bbox": 0.03486, "loss_cls": 0.17304, "acc": 93.75513, "loss_bbox": 0.20759, "loss_mask": 0.22339, "loss": 0.66648, "time": 0.68036} {"mode": "train", "epoch": 18, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.01636, "loss_rpn_cls": 0.02734, "loss_rpn_bbox": 0.0346, "loss_cls": 0.18054, "acc": 93.48511, "loss_bbox": 0.2166, "loss_mask": 0.22449, "loss": 0.68356, "time": 0.67395} {"mode": "train", "epoch": 18, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.01762, "loss_rpn_cls": 0.02455, "loss_rpn_bbox": 0.03318, "loss_cls": 0.17518, "acc": 93.67041, "loss_bbox": 0.21343, "loss_mask": 0.22127, "loss": 0.6676, "time": 0.68191} {"mode": "train", "epoch": 18, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.01937, "loss_rpn_cls": 0.02491, "loss_rpn_bbox": 0.0347, "loss_cls": 0.17691, "acc": 93.68945, "loss_bbox": 0.20758, "loss_mask": 0.21396, "loss": 0.65806, "time": 0.67592} {"mode": "train", "epoch": 18, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.01816, "loss_rpn_cls": 0.02556, "loss_rpn_bbox": 0.03261, "loss_cls": 0.17933, "acc": 93.61426, "loss_bbox": 0.20919, "loss_mask": 0.21707, "loss": 0.66376, "time": 0.6819} {"mode": "train", "epoch": 18, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.01557, "loss_rpn_cls": 0.02607, "loss_rpn_bbox": 0.03188, "loss_cls": 0.17149, "acc": 93.90015, "loss_bbox": 0.20246, "loss_mask": 0.21843, "loss": 0.65034, "time": 0.6716} {"mode": "train", "epoch": 18, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.01644, "loss_rpn_cls": 0.02585, "loss_rpn_bbox": 0.03148, "loss_cls": 0.17293, "acc": 93.90137, "loss_bbox": 0.20234, "loss_mask": 0.21899, "loss": 0.65159, "time": 0.67357} {"mode": "train", "epoch": 18, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.01772, "loss_rpn_cls": 0.0288, "loss_rpn_bbox": 0.0357, "loss_cls": 0.18395, "acc": 93.42285, "loss_bbox": 0.2183, "loss_mask": 0.2221, "loss": 0.68884, "time": 0.67092} {"mode": "train", "epoch": 18, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01853, "loss_rpn_cls": 0.02372, "loss_rpn_bbox": 0.03145, "loss_cls": 0.17329, "acc": 93.77222, "loss_bbox": 0.20675, "loss_mask": 0.21623, "loss": 0.65145, "time": 0.70523} {"mode": "train", "epoch": 18, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.01531, "loss_rpn_cls": 0.02614, "loss_rpn_bbox": 0.03416, "loss_cls": 0.17602, "acc": 93.73047, "loss_bbox": 0.20826, "loss_mask": 0.21869, "loss": 0.66326, "time": 0.67343} {"mode": "train", "epoch": 18, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.01635, "loss_rpn_cls": 0.02601, "loss_rpn_bbox": 0.03312, "loss_cls": 0.18632, "acc": 93.3877, "loss_bbox": 0.22034, "loss_mask": 0.22458, "loss": 0.69037, "time": 0.6696} {"mode": "train", "epoch": 18, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.01612, "loss_rpn_cls": 0.02524, "loss_rpn_bbox": 0.03221, "loss_cls": 0.18071, "acc": 93.51221, "loss_bbox": 0.21479, "loss_mask": 0.22066, "loss": 0.6736, "time": 0.66405} {"mode": "train", "epoch": 18, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.01758, "loss_rpn_cls": 0.02829, "loss_rpn_bbox": 0.03298, "loss_cls": 0.18111, "acc": 93.51709, "loss_bbox": 0.21273, "loss_mask": 0.22045, "loss": 0.67556, "time": 0.67611} {"mode": "train", "epoch": 18, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.01636, "loss_rpn_cls": 0.02348, "loss_rpn_bbox": 0.02893, "loss_cls": 0.17145, "acc": 93.89746, "loss_bbox": 0.2003, "loss_mask": 0.22046, "loss": 0.64462, "time": 0.67027} {"mode": "train", "epoch": 18, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.01325, "loss_rpn_cls": 0.02646, "loss_rpn_bbox": 0.03148, "loss_cls": 0.17715, "acc": 93.85132, "loss_bbox": 0.20422, "loss_mask": 0.22126, "loss": 0.66056, "time": 0.67286} {"mode": "train", "epoch": 18, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.016, "loss_rpn_cls": 0.02286, "loss_rpn_bbox": 0.02947, "loss_cls": 0.16768, "acc": 94.01294, "loss_bbox": 0.19703, "loss_mask": 0.22049, "loss": 0.63753, "time": 0.66605} {"mode": "train", "epoch": 18, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.01599, "loss_rpn_cls": 0.02643, "loss_rpn_bbox": 0.03445, "loss_cls": 0.17818, "acc": 93.66528, "loss_bbox": 0.21133, "loss_mask": 0.22334, "loss": 0.67373, "time": 0.66944} {"mode": "train", "epoch": 18, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.01468, "loss_rpn_cls": 0.02592, "loss_rpn_bbox": 0.03281, "loss_cls": 0.17523, "acc": 93.71924, "loss_bbox": 0.20765, "loss_mask": 0.22053, "loss": 0.66213, "time": 0.67329} {"mode": "train", "epoch": 18, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01684, "loss_rpn_cls": 0.02536, "loss_rpn_bbox": 0.0334, "loss_cls": 0.1827, "acc": 93.58569, "loss_bbox": 0.21305, "loss_mask": 0.22399, "loss": 0.67849, "time": 0.67756} {"mode": "train", "epoch": 18, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.01803, "loss_rpn_cls": 0.02718, "loss_rpn_bbox": 0.03433, "loss_cls": 0.17899, "acc": 93.63306, "loss_bbox": 0.20746, "loss_mask": 0.22122, "loss": 0.66919, "time": 0.66882} {"mode": "train", "epoch": 18, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.01627, "loss_rpn_cls": 0.02667, "loss_rpn_bbox": 0.0314, "loss_cls": 0.1773, "acc": 93.68018, "loss_bbox": 0.21107, "loss_mask": 0.21918, "loss": 0.66562, "time": 0.6723} {"mode": "train", "epoch": 18, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.01577, "loss_rpn_cls": 0.02454, "loss_rpn_bbox": 0.03073, "loss_cls": 0.17913, "acc": 93.77612, "loss_bbox": 0.20588, "loss_mask": 0.21745, "loss": 0.65772, "time": 0.6779} {"mode": "train", "epoch": 18, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.01672, "loss_rpn_cls": 0.02574, "loss_rpn_bbox": 0.03295, "loss_cls": 0.18461, "acc": 93.44946, "loss_bbox": 0.2144, "loss_mask": 0.22659, "loss": 0.68428, "time": 0.68571} {"mode": "train", "epoch": 18, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.01947, "loss_rpn_cls": 0.02589, "loss_rpn_bbox": 0.03248, "loss_cls": 0.17641, "acc": 93.67212, "loss_bbox": 0.21557, "loss_mask": 0.22242, "loss": 0.67276, "time": 0.67203} {"mode": "train", "epoch": 18, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01595, "loss_rpn_cls": 0.02648, "loss_rpn_bbox": 0.03232, "loss_cls": 0.17201, "acc": 93.86987, "loss_bbox": 0.20217, "loss_mask": 0.21478, "loss": 0.64776, "time": 0.66597} {"mode": "train", "epoch": 18, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.02089, "loss_rpn_cls": 0.02679, "loss_rpn_bbox": 0.03297, "loss_cls": 0.17942, "acc": 93.58301, "loss_bbox": 0.2109, "loss_mask": 0.21751, "loss": 0.66758, "time": 0.66831} {"mode": "train", "epoch": 18, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.01718, "loss_rpn_cls": 0.0292, "loss_rpn_bbox": 0.03229, "loss_cls": 0.18278, "acc": 93.55444, "loss_bbox": 0.2142, "loss_mask": 0.22203, "loss": 0.6805, "time": 0.67695} {"mode": "train", "epoch": 18, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.0172, "loss_rpn_cls": 0.02443, "loss_rpn_bbox": 0.03066, "loss_cls": 0.17125, "acc": 93.89136, "loss_bbox": 0.20637, "loss_mask": 0.21939, "loss": 0.6521, "time": 0.65984} {"mode": "train", "epoch": 18, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.01788, "loss_rpn_cls": 0.02621, "loss_rpn_bbox": 0.03451, "loss_cls": 0.17787, "acc": 93.72168, "loss_bbox": 0.21359, "loss_mask": 0.22455, "loss": 0.67673, "time": 0.67799} {"mode": "train", "epoch": 18, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.01704, "loss_rpn_cls": 0.02721, "loss_rpn_bbox": 0.03449, "loss_cls": 0.18401, "acc": 93.5918, "loss_bbox": 0.2114, "loss_mask": 0.22072, "loss": 0.67783, "time": 0.67808} {"mode": "train", "epoch": 18, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.02169, "loss_rpn_cls": 0.02818, "loss_rpn_bbox": 0.0326, "loss_cls": 0.17869, "acc": 93.5686, "loss_bbox": 0.21401, "loss_mask": 0.22297, "loss": 0.67645, "time": 0.66504} {"mode": "train", "epoch": 18, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.01865, "loss_rpn_cls": 0.02892, "loss_rpn_bbox": 0.03353, "loss_cls": 0.17612, "acc": 93.64233, "loss_bbox": 0.20905, "loss_mask": 0.2188, "loss": 0.66642, "time": 0.67062} {"mode": "train", "epoch": 18, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.01787, "loss_rpn_cls": 0.02323, "loss_rpn_bbox": 0.03074, "loss_cls": 0.16748, "acc": 94.04321, "loss_bbox": 0.2033, "loss_mask": 0.21286, "loss": 0.63762, "time": 0.66239} {"mode": "train", "epoch": 18, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.01859, "loss_rpn_cls": 0.0259, "loss_rpn_bbox": 0.03216, "loss_cls": 0.177, "acc": 93.75415, "loss_bbox": 0.2108, "loss_mask": 0.21499, "loss": 0.66086, "time": 0.6687} {"mode": "train", "epoch": 18, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.01723, "loss_rpn_cls": 0.02598, "loss_rpn_bbox": 0.03249, "loss_cls": 0.17971, "acc": 93.56348, "loss_bbox": 0.21346, "loss_mask": 0.22337, "loss": 0.67501, "time": 0.66511} {"mode": "train", "epoch": 18, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.01572, "loss_rpn_cls": 0.02533, "loss_rpn_bbox": 0.03267, "loss_cls": 0.17723, "acc": 93.74023, "loss_bbox": 0.21019, "loss_mask": 0.21995, "loss": 0.66536, "time": 0.67629} {"mode": "train", "epoch": 18, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.01948, "loss_rpn_cls": 0.0267, "loss_rpn_bbox": 0.03216, "loss_cls": 0.16991, "acc": 93.84033, "loss_bbox": 0.20593, "loss_mask": 0.21657, "loss": 0.65127, "time": 0.66948} {"mode": "train", "epoch": 18, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.01577, "loss_rpn_cls": 0.02636, "loss_rpn_bbox": 0.03182, "loss_cls": 0.17018, "acc": 93.96851, "loss_bbox": 0.20186, "loss_mask": 0.21633, "loss": 0.64654, "time": 0.67692} {"mode": "train", "epoch": 18, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.01719, "loss_rpn_cls": 0.02582, "loss_rpn_bbox": 0.03353, "loss_cls": 0.17823, "acc": 93.65698, "loss_bbox": 0.20551, "loss_mask": 0.22261, "loss": 0.66569, "time": 0.68038} {"mode": "train", "epoch": 18, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.01545, "loss_rpn_cls": 0.0233, "loss_rpn_bbox": 0.02858, "loss_cls": 0.17442, "acc": 93.89282, "loss_bbox": 0.2037, "loss_mask": 0.21853, "loss": 0.64853, "time": 0.67029} {"mode": "train", "epoch": 18, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.0149, "loss_rpn_cls": 0.02423, "loss_rpn_bbox": 0.03048, "loss_cls": 0.16972, "acc": 93.90015, "loss_bbox": 0.20087, "loss_mask": 0.21605, "loss": 0.64135, "time": 0.67173} {"mode": "train", "epoch": 18, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.01713, "loss_rpn_cls": 0.02594, "loss_rpn_bbox": 0.03206, "loss_cls": 0.17064, "acc": 93.90063, "loss_bbox": 0.20679, "loss_mask": 0.21867, "loss": 0.6541, "time": 0.66525} {"mode": "train", "epoch": 18, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.01762, "loss_rpn_cls": 0.02698, "loss_rpn_bbox": 0.03223, "loss_cls": 0.17954, "acc": 93.71753, "loss_bbox": 0.20389, "loss_mask": 0.22372, "loss": 0.66636, "time": 0.67237} {"mode": "train", "epoch": 18, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.01634, "loss_rpn_cls": 0.02419, "loss_rpn_bbox": 0.03072, "loss_cls": 0.17143, "acc": 93.88306, "loss_bbox": 0.20425, "loss_mask": 0.219, "loss": 0.64959, "time": 0.66306} {"mode": "train", "epoch": 18, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.0176, "loss_rpn_cls": 0.02519, "loss_rpn_bbox": 0.03234, "loss_cls": 0.17682, "acc": 93.69409, "loss_bbox": 0.20639, "loss_mask": 0.21717, "loss": 0.65791, "time": 0.68285} {"mode": "train", "epoch": 18, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.01734, "loss_rpn_cls": 0.02606, "loss_rpn_bbox": 0.03243, "loss_cls": 0.17449, "acc": 93.85229, "loss_bbox": 0.20506, "loss_mask": 0.22214, "loss": 0.66017, "time": 0.66256} {"mode": "train", "epoch": 18, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.01805, "loss_rpn_cls": 0.02671, "loss_rpn_bbox": 0.03282, "loss_cls": 0.17084, "acc": 93.93701, "loss_bbox": 0.20312, "loss_mask": 0.21527, "loss": 0.64875, "time": 0.66404} {"mode": "train", "epoch": 18, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.01597, "loss_rpn_cls": 0.02627, "loss_rpn_bbox": 0.03397, "loss_cls": 0.17762, "acc": 93.77295, "loss_bbox": 0.21016, "loss_mask": 0.2249, "loss": 0.67292, "time": 0.67343} {"mode": "train", "epoch": 18, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.01617, "loss_rpn_cls": 0.0259, "loss_rpn_bbox": 0.0338, "loss_cls": 0.17336, "acc": 93.81616, "loss_bbox": 0.20756, "loss_mask": 0.21875, "loss": 0.65937, "time": 0.66342} {"mode": "train", "epoch": 18, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.01613, "loss_rpn_cls": 0.02328, "loss_rpn_bbox": 0.03017, "loss_cls": 0.16736, "acc": 94.2312, "loss_bbox": 0.193, "loss_mask": 0.21629, "loss": 0.63009, "time": 0.66965} {"mode": "train", "epoch": 18, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.01559, "loss_rpn_cls": 0.02256, "loss_rpn_bbox": 0.02885, "loss_cls": 0.15993, "acc": 94.34546, "loss_bbox": 0.18745, "loss_mask": 0.21083, "loss": 0.60961, "time": 0.67821} {"mode": "train", "epoch": 18, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.01789, "loss_rpn_cls": 0.02535, "loss_rpn_bbox": 0.03271, "loss_cls": 0.17566, "acc": 93.74097, "loss_bbox": 0.20849, "loss_mask": 0.2187, "loss": 0.66092, "time": 0.66549} {"mode": "train", "epoch": 18, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.01772, "loss_rpn_cls": 0.02416, "loss_rpn_bbox": 0.03254, "loss_cls": 0.17352, "acc": 93.78174, "loss_bbox": 0.20666, "loss_mask": 0.21663, "loss": 0.65351, "time": 0.67162} {"mode": "train", "epoch": 18, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.02202, "loss_rpn_cls": 0.02451, "loss_rpn_bbox": 0.03324, "loss_cls": 0.18182, "acc": 93.48853, "loss_bbox": 0.21334, "loss_mask": 0.22058, "loss": 0.6735, "time": 0.6792} {"mode": "train", "epoch": 18, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.0167, "loss_rpn_cls": 0.0274, "loss_rpn_bbox": 0.0327, "loss_cls": 0.17891, "acc": 93.7041, "loss_bbox": 0.207, "loss_mask": 0.21555, "loss": 0.66158, "time": 0.66777} {"mode": "train", "epoch": 18, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.01516, "loss_rpn_cls": 0.02429, "loss_rpn_bbox": 0.03002, "loss_cls": 0.17938, "acc": 93.73315, "loss_bbox": 0.20893, "loss_mask": 0.21513, "loss": 0.65775, "time": 0.671} {"mode": "train", "epoch": 18, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.01769, "loss_rpn_cls": 0.02532, "loss_rpn_bbox": 0.03135, "loss_cls": 0.18105, "acc": 93.5376, "loss_bbox": 0.21498, "loss_mask": 0.22083, "loss": 0.67352, "time": 0.66893} {"mode": "train", "epoch": 18, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.01892, "loss_rpn_cls": 0.02609, "loss_rpn_bbox": 0.03316, "loss_cls": 0.17966, "acc": 93.56738, "loss_bbox": 0.21127, "loss_mask": 0.21877, "loss": 0.66894, "time": 0.67087} {"mode": "train", "epoch": 18, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.01643, "loss_rpn_cls": 0.02693, "loss_rpn_bbox": 0.03136, "loss_cls": 0.17765, "acc": 93.79712, "loss_bbox": 0.20825, "loss_mask": 0.22246, "loss": 0.66665, "time": 0.67567} {"mode": "train", "epoch": 18, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.01781, "loss_rpn_cls": 0.02582, "loss_rpn_bbox": 0.03294, "loss_cls": 0.17651, "acc": 93.80908, "loss_bbox": 0.20535, "loss_mask": 0.22357, "loss": 0.6642, "time": 0.68014} {"mode": "train", "epoch": 18, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.01752, "loss_rpn_cls": 0.02356, "loss_rpn_bbox": 0.03165, "loss_cls": 0.17363, "acc": 93.72632, "loss_bbox": 0.21455, "loss_mask": 0.22478, "loss": 0.66817, "time": 0.67664} {"mode": "train", "epoch": 18, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01903, "loss_rpn_cls": 0.02576, "loss_rpn_bbox": 0.03335, "loss_cls": 0.17864, "acc": 93.57104, "loss_bbox": 0.21636, "loss_mask": 0.22284, "loss": 0.67696, "time": 0.674} {"mode": "train", "epoch": 18, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.01688, "loss_rpn_cls": 0.02613, "loss_rpn_bbox": 0.03171, "loss_cls": 0.17407, "acc": 93.70337, "loss_bbox": 0.20774, "loss_mask": 0.22287, "loss": 0.66253, "time": 0.66757} {"mode": "train", "epoch": 18, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01546, "loss_rpn_cls": 0.02429, "loss_rpn_bbox": 0.03202, "loss_cls": 0.18138, "acc": 93.47314, "loss_bbox": 0.21851, "loss_mask": 0.22477, "loss": 0.68098, "time": 0.67252} {"mode": "train", "epoch": 18, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.01616, "loss_rpn_cls": 0.02712, "loss_rpn_bbox": 0.03447, "loss_cls": 0.182, "acc": 93.67847, "loss_bbox": 0.21551, "loss_mask": 0.21867, "loss": 0.67777, "time": 0.66866} {"mode": "train", "epoch": 18, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.01512, "loss_rpn_cls": 0.02617, "loss_rpn_bbox": 0.03182, "loss_cls": 0.17681, "acc": 93.84937, "loss_bbox": 0.20216, "loss_mask": 0.22159, "loss": 0.65856, "time": 0.68338} {"mode": "train", "epoch": 18, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.01551, "loss_rpn_cls": 0.02523, "loss_rpn_bbox": 0.03109, "loss_cls": 0.17073, "acc": 93.9353, "loss_bbox": 0.20364, "loss_mask": 0.21806, "loss": 0.64874, "time": 0.68261} {"mode": "train", "epoch": 18, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.0166, "loss_rpn_cls": 0.02678, "loss_rpn_bbox": 0.03382, "loss_cls": 0.17936, "acc": 93.58545, "loss_bbox": 0.21471, "loss_mask": 0.22267, "loss": 0.67733, "time": 0.67504} {"mode": "train", "epoch": 18, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.01908, "loss_rpn_cls": 0.02332, "loss_rpn_bbox": 0.0308, "loss_cls": 0.17402, "acc": 93.75, "loss_bbox": 0.20874, "loss_mask": 0.2208, "loss": 0.65767, "time": 0.66247} {"mode": "train", "epoch": 18, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.01578, "loss_rpn_cls": 0.02554, "loss_rpn_bbox": 0.03182, "loss_cls": 0.17052, "acc": 93.92114, "loss_bbox": 0.20826, "loss_mask": 0.21577, "loss": 0.65191, "time": 0.66749} {"mode": "train", "epoch": 18, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.01901, "loss_rpn_cls": 0.02703, "loss_rpn_bbox": 0.03381, "loss_cls": 0.18333, "acc": 93.48193, "loss_bbox": 0.21137, "loss_mask": 0.22041, "loss": 0.67596, "time": 0.67796} {"mode": "train", "epoch": 18, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.01685, "loss_rpn_cls": 0.02509, "loss_rpn_bbox": 0.03121, "loss_cls": 0.17492, "acc": 93.77881, "loss_bbox": 0.20386, "loss_mask": 0.21743, "loss": 0.6525, "time": 0.66048} {"mode": "train", "epoch": 18, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01717, "loss_rpn_cls": 0.02672, "loss_rpn_bbox": 0.03189, "loss_cls": 0.17985, "acc": 93.62671, "loss_bbox": 0.20928, "loss_mask": 0.21714, "loss": 0.66488, "time": 0.68181} {"mode": "train", "epoch": 18, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01679, "loss_rpn_cls": 0.02604, "loss_rpn_bbox": 0.03195, "loss_cls": 0.17429, "acc": 93.89673, "loss_bbox": 0.20357, "loss_mask": 0.22332, "loss": 0.65918, "time": 0.68548} {"mode": "train", "epoch": 18, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01791, "loss_rpn_cls": 0.02443, "loss_rpn_bbox": 0.03364, "loss_cls": 0.17855, "acc": 93.6145, "loss_bbox": 0.21496, "loss_mask": 0.22186, "loss": 0.67344, "time": 0.66752} {"mode": "train", "epoch": 18, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01587, "loss_rpn_cls": 0.02683, "loss_rpn_bbox": 0.03382, "loss_cls": 0.18613, "acc": 93.47656, "loss_bbox": 0.21357, "loss_mask": 0.22493, "loss": 0.68529, "time": 0.65968} {"mode": "train", "epoch": 18, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.0179, "loss_rpn_cls": 0.02486, "loss_rpn_bbox": 0.03258, "loss_cls": 0.18251, "acc": 93.52856, "loss_bbox": 0.2128, "loss_mask": 0.22677, "loss": 0.67952, "time": 0.67034} {"mode": "train", "epoch": 18, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.017, "loss_rpn_cls": 0.02474, "loss_rpn_bbox": 0.03305, "loss_cls": 0.17457, "acc": 93.76489, "loss_bbox": 0.20912, "loss_mask": 0.21479, "loss": 0.65626, "time": 0.66785} {"mode": "train", "epoch": 18, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01639, "loss_rpn_cls": 0.02394, "loss_rpn_bbox": 0.03184, "loss_cls": 0.17845, "acc": 93.75146, "loss_bbox": 0.20657, "loss_mask": 0.21756, "loss": 0.65836, "time": 0.67816} {"mode": "train", "epoch": 18, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.01811, "loss_rpn_cls": 0.02506, "loss_rpn_bbox": 0.03237, "loss_cls": 0.17769, "acc": 93.58691, "loss_bbox": 0.21519, "loss_mask": 0.22227, "loss": 0.67258, "time": 0.67036} {"mode": "train", "epoch": 18, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.01869, "loss_rpn_cls": 0.02828, "loss_rpn_bbox": 0.03336, "loss_cls": 0.17248, "acc": 93.85327, "loss_bbox": 0.20507, "loss_mask": 0.21598, "loss": 0.65517, "time": 0.67095} {"mode": "train", "epoch": 18, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.01774, "loss_rpn_cls": 0.02684, "loss_rpn_bbox": 0.03326, "loss_cls": 0.17606, "acc": 93.79419, "loss_bbox": 0.20739, "loss_mask": 0.22054, "loss": 0.6641, "time": 0.65652} {"mode": "train", "epoch": 18, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.01589, "loss_rpn_cls": 0.02144, "loss_rpn_bbox": 0.02878, "loss_cls": 0.16933, "acc": 93.99512, "loss_bbox": 0.20252, "loss_mask": 0.21689, "loss": 0.63895, "time": 0.67054} {"mode": "train", "epoch": 18, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01634, "loss_rpn_cls": 0.02454, "loss_rpn_bbox": 0.0313, "loss_cls": 0.17042, "acc": 94.03418, "loss_bbox": 0.20238, "loss_mask": 0.22277, "loss": 0.65141, "time": 0.66597} {"mode": "train", "epoch": 18, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.0166, "loss_rpn_cls": 0.02408, "loss_rpn_bbox": 0.0315, "loss_cls": 0.16618, "acc": 94.15039, "loss_bbox": 0.19856, "loss_mask": 0.21425, "loss": 0.63457, "time": 0.66839} {"mode": "train", "epoch": 18, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.0168, "loss_rpn_cls": 0.02408, "loss_rpn_bbox": 0.03033, "loss_cls": 0.16574, "acc": 94.15283, "loss_bbox": 0.19808, "loss_mask": 0.22337, "loss": 0.64161, "time": 0.67133} {"mode": "train", "epoch": 18, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.01672, "loss_rpn_cls": 0.02472, "loss_rpn_bbox": 0.03022, "loss_cls": 0.16598, "acc": 94.16138, "loss_bbox": 0.19544, "loss_mask": 0.2213, "loss": 0.63765, "time": 0.6745} {"mode": "train", "epoch": 18, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01726, "loss_rpn_cls": 0.02312, "loss_rpn_bbox": 0.03173, "loss_cls": 0.17534, "acc": 93.87183, "loss_bbox": 0.20351, "loss_mask": 0.21833, "loss": 0.65202, "time": 0.66686} {"mode": "train", "epoch": 18, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01804, "loss_rpn_cls": 0.02469, "loss_rpn_bbox": 0.03289, "loss_cls": 0.18063, "acc": 93.63794, "loss_bbox": 0.20835, "loss_mask": 0.21751, "loss": 0.66407, "time": 0.66722} {"mode": "train", "epoch": 18, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.01732, "loss_rpn_cls": 0.02564, "loss_rpn_bbox": 0.03191, "loss_cls": 0.17593, "acc": 93.82446, "loss_bbox": 0.20761, "loss_mask": 0.21796, "loss": 0.65906, "time": 0.67638} {"mode": "train", "epoch": 18, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.01759, "loss_rpn_cls": 0.03033, "loss_rpn_bbox": 0.03515, "loss_cls": 0.18745, "acc": 93.47607, "loss_bbox": 0.21112, "loss_mask": 0.22598, "loss": 0.69002, "time": 0.67316} {"mode": "train", "epoch": 18, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.01582, "loss_rpn_cls": 0.03112, "loss_rpn_bbox": 0.0331, "loss_cls": 0.18357, "acc": 93.5752, "loss_bbox": 0.21117, "loss_mask": 0.22402, "loss": 0.683, "time": 0.65952} {"mode": "train", "epoch": 18, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01844, "loss_rpn_cls": 0.02602, "loss_rpn_bbox": 0.03227, "loss_cls": 0.18545, "acc": 93.45483, "loss_bbox": 0.21048, "loss_mask": 0.2234, "loss": 0.67762, "time": 0.67696} {"mode": "train", "epoch": 18, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.01751, "loss_rpn_cls": 0.02332, "loss_rpn_bbox": 0.03146, "loss_cls": 0.1753, "acc": 93.75488, "loss_bbox": 0.21065, "loss_mask": 0.21498, "loss": 0.65572, "time": 0.67173} {"mode": "train", "epoch": 18, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01787, "loss_rpn_cls": 0.02674, "loss_rpn_bbox": 0.03453, "loss_cls": 0.19111, "acc": 93.14282, "loss_bbox": 0.22262, "loss_mask": 0.22536, "loss": 0.70036, "time": 0.67611} {"mode": "train", "epoch": 18, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.01656, "loss_rpn_cls": 0.02579, "loss_rpn_bbox": 0.03195, "loss_cls": 0.17549, "acc": 93.73047, "loss_bbox": 0.20553, "loss_mask": 0.21889, "loss": 0.65765, "time": 0.67052} {"mode": "train", "epoch": 18, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.01749, "loss_rpn_cls": 0.02479, "loss_rpn_bbox": 0.03121, "loss_cls": 0.17568, "acc": 93.70117, "loss_bbox": 0.21472, "loss_mask": 0.22071, "loss": 0.66712, "time": 0.67387} {"mode": "train", "epoch": 18, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.01564, "loss_rpn_cls": 0.02527, "loss_rpn_bbox": 0.03189, "loss_cls": 0.17104, "acc": 93.99707, "loss_bbox": 0.20709, "loss_mask": 0.21305, "loss": 0.64833, "time": 0.67491} {"mode": "train", "epoch": 18, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.01677, "loss_rpn_cls": 0.02502, "loss_rpn_bbox": 0.03234, "loss_cls": 0.18031, "acc": 93.57178, "loss_bbox": 0.21066, "loss_mask": 0.21322, "loss": 0.66154, "time": 0.66771} {"mode": "train", "epoch": 18, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.01655, "loss_rpn_cls": 0.02395, "loss_rpn_bbox": 0.0321, "loss_cls": 0.1762, "acc": 93.73535, "loss_bbox": 0.21349, "loss_mask": 0.21946, "loss": 0.6652, "time": 0.68541} {"mode": "train", "epoch": 18, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.01599, "loss_rpn_cls": 0.026, "loss_rpn_bbox": 0.03256, "loss_cls": 0.18227, "acc": 93.65137, "loss_bbox": 0.20965, "loss_mask": 0.22066, "loss": 0.67114, "time": 0.65898} {"mode": "train", "epoch": 18, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.01808, "loss_rpn_cls": 0.02777, "loss_rpn_bbox": 0.03239, "loss_cls": 0.17786, "acc": 93.74756, "loss_bbox": 0.20761, "loss_mask": 0.2158, "loss": 0.66143, "time": 0.67242} {"mode": "train", "epoch": 18, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.01699, "loss_rpn_cls": 0.0249, "loss_rpn_bbox": 0.03263, "loss_cls": 0.17465, "acc": 93.84131, "loss_bbox": 0.20699, "loss_mask": 0.21628, "loss": 0.65545, "time": 0.67023} {"mode": "train", "epoch": 18, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.02001, "loss_rpn_cls": 0.02609, "loss_rpn_bbox": 0.03093, "loss_cls": 0.17114, "acc": 93.95239, "loss_bbox": 0.20221, "loss_mask": 0.21604, "loss": 0.64641, "time": 0.66688} {"mode": "train", "epoch": 18, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.01707, "loss_rpn_cls": 0.02497, "loss_rpn_bbox": 0.03143, "loss_cls": 0.17377, "acc": 93.86255, "loss_bbox": 0.20836, "loss_mask": 0.21539, "loss": 0.65393, "time": 0.66489} {"mode": "train", "epoch": 18, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.01701, "loss_rpn_cls": 0.02672, "loss_rpn_bbox": 0.03443, "loss_cls": 0.18548, "acc": 93.37915, "loss_bbox": 0.21715, "loss_mask": 0.21938, "loss": 0.68316, "time": 0.67547} {"mode": "train", "epoch": 18, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.01554, "loss_rpn_cls": 0.02622, "loss_rpn_bbox": 0.0333, "loss_cls": 0.17897, "acc": 93.64673, "loss_bbox": 0.20992, "loss_mask": 0.21677, "loss": 0.66518, "time": 0.67209} {"mode": "train", "epoch": 18, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.01802, "loss_rpn_cls": 0.02501, "loss_rpn_bbox": 0.03259, "loss_cls": 0.17464, "acc": 93.87964, "loss_bbox": 0.20933, "loss_mask": 0.22144, "loss": 0.66302, "time": 0.6752} {"mode": "train", "epoch": 18, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.01559, "loss_rpn_cls": 0.0242, "loss_rpn_bbox": 0.03188, "loss_cls": 0.17289, "acc": 93.69531, "loss_bbox": 0.2089, "loss_mask": 0.21831, "loss": 0.65618, "time": 0.66522} {"mode": "train", "epoch": 18, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.01766, "loss_rpn_cls": 0.02622, "loss_rpn_bbox": 0.03488, "loss_cls": 0.18354, "acc": 93.40332, "loss_bbox": 0.22115, "loss_mask": 0.22329, "loss": 0.68908, "time": 0.69263} {"mode": "train", "epoch": 18, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.01601, "loss_rpn_cls": 0.02468, "loss_rpn_bbox": 0.03062, "loss_cls": 0.18072, "acc": 93.74243, "loss_bbox": 0.20684, "loss_mask": 0.21824, "loss": 0.6611, "time": 0.6665} {"mode": "train", "epoch": 18, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.01783, "loss_rpn_cls": 0.02446, "loss_rpn_bbox": 0.0316, "loss_cls": 0.16625, "acc": 94.04858, "loss_bbox": 0.20047, "loss_mask": 0.21069, "loss": 0.63347, "time": 0.66352} {"mode": "train", "epoch": 18, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.01738, "loss_rpn_cls": 0.02463, "loss_rpn_bbox": 0.03281, "loss_cls": 0.17588, "acc": 93.7605, "loss_bbox": 0.20431, "loss_mask": 0.21915, "loss": 0.65678, "time": 0.67135} {"mode": "train", "epoch": 18, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.01687, "loss_rpn_cls": 0.02494, "loss_rpn_bbox": 0.02916, "loss_cls": 0.16141, "acc": 94.27466, "loss_bbox": 0.18879, "loss_mask": 0.20867, "loss": 0.61298, "time": 0.67253} {"mode": "train", "epoch": 18, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.01695, "loss_rpn_cls": 0.02602, "loss_rpn_bbox": 0.03171, "loss_cls": 0.17554, "acc": 93.67847, "loss_bbox": 0.20222, "loss_mask": 0.21348, "loss": 0.64897, "time": 0.66956} {"mode": "train", "epoch": 18, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.01755, "loss_rpn_cls": 0.02558, "loss_rpn_bbox": 0.03195, "loss_cls": 0.18341, "acc": 93.55737, "loss_bbox": 0.21208, "loss_mask": 0.22354, "loss": 0.67656, "time": 0.68133} {"mode": "train", "epoch": 18, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.01589, "loss_rpn_cls": 0.0273, "loss_rpn_bbox": 0.03213, "loss_cls": 0.17966, "acc": 93.60962, "loss_bbox": 0.20771, "loss_mask": 0.21976, "loss": 0.66656, "time": 0.66949} {"mode": "train", "epoch": 18, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.01572, "loss_rpn_cls": 0.02508, "loss_rpn_bbox": 0.03169, "loss_cls": 0.17622, "acc": 93.76929, "loss_bbox": 0.20463, "loss_mask": 0.21366, "loss": 0.65127, "time": 0.67333} {"mode": "train", "epoch": 18, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.0175, "loss_rpn_cls": 0.02369, "loss_rpn_bbox": 0.03091, "loss_cls": 0.16793, "acc": 94.13477, "loss_bbox": 0.20135, "loss_mask": 0.22047, "loss": 0.64435, "time": 0.67722} {"mode": "train", "epoch": 18, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01656, "loss_rpn_cls": 0.02334, "loss_rpn_bbox": 0.03263, "loss_cls": 0.18004, "acc": 93.56177, "loss_bbox": 0.2148, "loss_mask": 0.21714, "loss": 0.66795, "time": 0.67262} {"mode": "train", "epoch": 18, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.01661, "loss_rpn_cls": 0.02409, "loss_rpn_bbox": 0.03144, "loss_cls": 0.17737, "acc": 93.67407, "loss_bbox": 0.21423, "loss_mask": 0.21996, "loss": 0.6671, "time": 0.66811} {"mode": "train", "epoch": 18, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.01857, "loss_rpn_cls": 0.02805, "loss_rpn_bbox": 0.03427, "loss_cls": 0.18881, "acc": 93.37427, "loss_bbox": 0.21547, "loss_mask": 0.22231, "loss": 0.68891, "time": 0.68677} {"mode": "train", "epoch": 18, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.01662, "loss_rpn_cls": 0.02617, "loss_rpn_bbox": 0.0321, "loss_cls": 0.16454, "acc": 94.19531, "loss_bbox": 0.19615, "loss_mask": 0.21604, "loss": 0.63501, "time": 0.6701} {"mode": "train", "epoch": 18, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01638, "loss_rpn_cls": 0.02649, "loss_rpn_bbox": 0.03189, "loss_cls": 0.17787, "acc": 93.83496, "loss_bbox": 0.20434, "loss_mask": 0.22063, "loss": 0.66123, "time": 0.67474} {"mode": "train", "epoch": 18, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.01824, "loss_rpn_cls": 0.02827, "loss_rpn_bbox": 0.03305, "loss_cls": 0.17641, "acc": 93.87671, "loss_bbox": 0.20203, "loss_mask": 0.21932, "loss": 0.65908, "time": 0.66019} {"mode": "train", "epoch": 18, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.01679, "loss_rpn_cls": 0.02501, "loss_rpn_bbox": 0.03293, "loss_cls": 0.17986, "acc": 93.6582, "loss_bbox": 0.21108, "loss_mask": 0.22001, "loss": 0.66889, "time": 0.66718} {"mode": "train", "epoch": 18, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01799, "loss_rpn_cls": 0.02504, "loss_rpn_bbox": 0.03378, "loss_cls": 0.17668, "acc": 93.62305, "loss_bbox": 0.21266, "loss_mask": 0.21908, "loss": 0.66724, "time": 0.66659} {"mode": "train", "epoch": 18, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.01818, "loss_rpn_cls": 0.02702, "loss_rpn_bbox": 0.03419, "loss_cls": 0.18321, "acc": 93.46826, "loss_bbox": 0.21715, "loss_mask": 0.22516, "loss": 0.68673, "time": 0.68088} {"mode": "train", "epoch": 18, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.01693, "loss_rpn_cls": 0.02508, "loss_rpn_bbox": 0.03288, "loss_cls": 0.18712, "acc": 93.41235, "loss_bbox": 0.21444, "loss_mask": 0.22127, "loss": 0.6808, "time": 0.66976} {"mode": "train", "epoch": 18, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.01754, "loss_rpn_cls": 0.02456, "loss_rpn_bbox": 0.03201, "loss_cls": 0.17138, "acc": 93.88989, "loss_bbox": 0.20052, "loss_mask": 0.21816, "loss": 0.64663, "time": 0.67289} {"mode": "train", "epoch": 18, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.01887, "loss_rpn_cls": 0.02635, "loss_rpn_bbox": 0.03366, "loss_cls": 0.16875, "acc": 93.97461, "loss_bbox": 0.19772, "loss_mask": 0.21605, "loss": 0.64252, "time": 0.67132} {"mode": "train", "epoch": 18, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.01858, "loss_rpn_cls": 0.02782, "loss_rpn_bbox": 0.03524, "loss_cls": 0.17666, "acc": 93.74878, "loss_bbox": 0.20589, "loss_mask": 0.22161, "loss": 0.66721, "time": 0.6699} {"mode": "train", "epoch": 18, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.01539, "loss_rpn_cls": 0.02638, "loss_rpn_bbox": 0.03325, "loss_cls": 0.18064, "acc": 93.62256, "loss_bbox": 0.21059, "loss_mask": 0.2229, "loss": 0.67375, "time": 0.67408} {"mode": "train", "epoch": 18, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01839, "loss_rpn_cls": 0.02559, "loss_rpn_bbox": 0.03191, "loss_cls": 0.17104, "acc": 94.02319, "loss_bbox": 0.20383, "loss_mask": 0.20999, "loss": 0.64237, "time": 0.67828} {"mode": "train", "epoch": 18, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01491, "loss_rpn_cls": 0.02617, "loss_rpn_bbox": 0.03221, "loss_cls": 0.16746, "acc": 93.97217, "loss_bbox": 0.19908, "loss_mask": 0.2138, "loss": 0.63871, "time": 0.67} {"mode": "train", "epoch": 18, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.01801, "loss_rpn_cls": 0.02827, "loss_rpn_bbox": 0.03395, "loss_cls": 0.17475, "acc": 93.90015, "loss_bbox": 0.19977, "loss_mask": 0.21706, "loss": 0.6538, "time": 0.6754} {"mode": "train", "epoch": 18, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.02207, "loss_rpn_cls": 0.02454, "loss_rpn_bbox": 0.03209, "loss_cls": 0.17882, "acc": 93.60571, "loss_bbox": 0.20942, "loss_mask": 0.21908, "loss": 0.66396, "time": 0.67222} {"mode": "train", "epoch": 18, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.01747, "loss_rpn_cls": 0.02515, "loss_rpn_bbox": 0.03241, "loss_cls": 0.1819, "acc": 93.53369, "loss_bbox": 0.21102, "loss_mask": 0.21663, "loss": 0.6671, "time": 0.6773} {"mode": "train", "epoch": 18, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.01887, "loss_rpn_cls": 0.0243, "loss_rpn_bbox": 0.0321, "loss_cls": 0.17723, "acc": 93.6521, "loss_bbox": 0.20867, "loss_mask": 0.21948, "loss": 0.66178, "time": 0.67157} {"mode": "train", "epoch": 18, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.01746, "loss_rpn_cls": 0.02482, "loss_rpn_bbox": 0.03265, "loss_cls": 0.17713, "acc": 93.68481, "loss_bbox": 0.2083, "loss_mask": 0.21817, "loss": 0.66107, "time": 0.67147} {"mode": "train", "epoch": 18, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.01741, "loss_rpn_cls": 0.02464, "loss_rpn_bbox": 0.03131, "loss_cls": 0.17098, "acc": 93.80762, "loss_bbox": 0.2105, "loss_mask": 0.22031, "loss": 0.65775, "time": 0.66603} {"mode": "train", "epoch": 18, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.01726, "loss_rpn_cls": 0.02646, "loss_rpn_bbox": 0.03331, "loss_cls": 0.18137, "acc": 93.59058, "loss_bbox": 0.20904, "loss_mask": 0.21638, "loss": 0.66656, "time": 0.66984} {"mode": "train", "epoch": 18, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01716, "loss_rpn_cls": 0.02621, "loss_rpn_bbox": 0.03231, "loss_cls": 0.17391, "acc": 93.85059, "loss_bbox": 0.20779, "loss_mask": 0.22429, "loss": 0.66451, "time": 0.67017} {"mode": "train", "epoch": 18, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01843, "loss_rpn_cls": 0.02517, "loss_rpn_bbox": 0.03259, "loss_cls": 0.18092, "acc": 93.60034, "loss_bbox": 0.21265, "loss_mask": 0.22067, "loss": 0.672, "time": 0.6782} {"mode": "val", "epoch": 18, "iter": 625, "lr": 0.0, "bbox_mAP": 0.5023, "bbox_mAP_50": 0.7277, "bbox_mAP_75": 0.5555, "bbox_mAP_s": 0.3611, "bbox_mAP_m": 0.5418, "bbox_mAP_l": 0.6338, "bbox_mAP_copypaste": "0.5023 0.7277 0.5555 0.3611 0.5418 0.6338", "segm_mAP": 0.4458, "segm_mAP_50": 0.6985, "segm_mAP_75": 0.477, "segm_mAP_s": 0.2632, "segm_mAP_m": 0.4826, "segm_mAP_l": 0.6351, "segm_mAP_copypaste": "0.4458 0.6985 0.4770 0.2632 0.4826 0.6351"} {"mode": "train", "epoch": 19, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.70438, "loss_rpn_cls": 0.02629, "loss_rpn_bbox": 0.03266, "loss_cls": 0.17522, "acc": 93.72388, "loss_bbox": 0.21105, "loss_mask": 0.21589, "loss": 0.66111, "time": 1.36354} {"mode": "train", "epoch": 19, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.01798, "loss_rpn_cls": 0.02829, "loss_rpn_bbox": 0.03552, "loss_cls": 0.17901, "acc": 93.71997, "loss_bbox": 0.214, "loss_mask": 0.22569, "loss": 0.68252, "time": 0.68117} {"mode": "train", "epoch": 19, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.01876, "loss_rpn_cls": 0.02413, "loss_rpn_bbox": 0.02986, "loss_cls": 0.17581, "acc": 93.74976, "loss_bbox": 0.20644, "loss_mask": 0.21389, "loss": 0.65013, "time": 0.66785} {"mode": "train", "epoch": 19, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.01563, "loss_rpn_cls": 0.02539, "loss_rpn_bbox": 0.03268, "loss_cls": 0.16967, "acc": 93.96802, "loss_bbox": 0.2051, "loss_mask": 0.21854, "loss": 0.65138, "time": 0.67581} {"mode": "train", "epoch": 19, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.0144, "loss_rpn_cls": 0.02613, "loss_rpn_bbox": 0.03263, "loss_cls": 0.17301, "acc": 93.95483, "loss_bbox": 0.21079, "loss_mask": 0.21895, "loss": 0.66152, "time": 0.67404} {"mode": "train", "epoch": 19, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.01634, "loss_rpn_cls": 0.02455, "loss_rpn_bbox": 0.0313, "loss_cls": 0.16757, "acc": 93.91943, "loss_bbox": 0.20255, "loss_mask": 0.21544, "loss": 0.64141, "time": 0.67327} {"mode": "train", "epoch": 19, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.0186, "loss_rpn_cls": 0.02277, "loss_rpn_bbox": 0.03264, "loss_cls": 0.17364, "acc": 93.71924, "loss_bbox": 0.20789, "loss_mask": 0.21614, "loss": 0.65308, "time": 0.68358} {"mode": "train", "epoch": 19, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.01606, "loss_rpn_cls": 0.02669, "loss_rpn_bbox": 0.03251, "loss_cls": 0.16764, "acc": 93.98267, "loss_bbox": 0.19953, "loss_mask": 0.21604, "loss": 0.64241, "time": 0.67506} {"mode": "train", "epoch": 19, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.01581, "loss_rpn_cls": 0.02107, "loss_rpn_bbox": 0.02957, "loss_cls": 0.16582, "acc": 93.93018, "loss_bbox": 0.20379, "loss_mask": 0.21748, "loss": 0.63775, "time": 0.67084} {"mode": "train", "epoch": 19, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.01752, "loss_rpn_cls": 0.02415, "loss_rpn_bbox": 0.02979, "loss_cls": 0.17825, "acc": 93.74341, "loss_bbox": 0.20617, "loss_mask": 0.21858, "loss": 0.65695, "time": 0.66443} {"mode": "train", "epoch": 19, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01673, "loss_rpn_cls": 0.02624, "loss_rpn_bbox": 0.03397, "loss_cls": 0.18597, "acc": 93.44189, "loss_bbox": 0.21509, "loss_mask": 0.22092, "loss": 0.68219, "time": 0.6725} {"mode": "train", "epoch": 19, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.01613, "loss_rpn_cls": 0.02709, "loss_rpn_bbox": 0.0327, "loss_cls": 0.16936, "acc": 93.99243, "loss_bbox": 0.2061, "loss_mask": 0.22319, "loss": 0.65844, "time": 0.68056} {"mode": "train", "epoch": 19, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.01719, "loss_rpn_cls": 0.0273, "loss_rpn_bbox": 0.0329, "loss_cls": 0.16648, "acc": 94.13965, "loss_bbox": 0.19319, "loss_mask": 0.21406, "loss": 0.63392, "time": 0.67015} {"mode": "train", "epoch": 19, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.01421, "loss_rpn_cls": 0.024, "loss_rpn_bbox": 0.0294, "loss_cls": 0.16868, "acc": 94.07666, "loss_bbox": 0.19136, "loss_mask": 0.22037, "loss": 0.63381, "time": 0.66213} {"mode": "train", "epoch": 19, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.01567, "loss_rpn_cls": 0.02201, "loss_rpn_bbox": 0.0304, "loss_cls": 0.17287, "acc": 93.79614, "loss_bbox": 0.20144, "loss_mask": 0.21954, "loss": 0.64627, "time": 0.6652} {"mode": "train", "epoch": 19, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.01842, "loss_rpn_cls": 0.0262, "loss_rpn_bbox": 0.03309, "loss_cls": 0.17337, "acc": 93.83691, "loss_bbox": 0.20624, "loss_mask": 0.22299, "loss": 0.66188, "time": 0.67321} {"mode": "train", "epoch": 19, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.01573, "loss_rpn_cls": 0.02412, "loss_rpn_bbox": 0.03213, "loss_cls": 0.17345, "acc": 93.68701, "loss_bbox": 0.20665, "loss_mask": 0.21368, "loss": 0.65004, "time": 0.66698} {"mode": "train", "epoch": 19, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.01904, "loss_rpn_cls": 0.02484, "loss_rpn_bbox": 0.03076, "loss_cls": 0.16295, "acc": 94.09619, "loss_bbox": 0.19956, "loss_mask": 0.21192, "loss": 0.63004, "time": 0.6732} {"mode": "train", "epoch": 19, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.01708, "loss_rpn_cls": 0.02549, "loss_rpn_bbox": 0.03122, "loss_cls": 0.17562, "acc": 93.68237, "loss_bbox": 0.20741, "loss_mask": 0.21759, "loss": 0.65732, "time": 0.66897} {"mode": "train", "epoch": 19, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.01799, "loss_rpn_cls": 0.02565, "loss_rpn_bbox": 0.03445, "loss_cls": 0.17485, "acc": 93.67993, "loss_bbox": 0.20845, "loss_mask": 0.21701, "loss": 0.6604, "time": 0.68294} {"mode": "train", "epoch": 19, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01552, "loss_rpn_cls": 0.02438, "loss_rpn_bbox": 0.03052, "loss_cls": 0.16467, "acc": 94.19995, "loss_bbox": 0.19312, "loss_mask": 0.20955, "loss": 0.62224, "time": 0.67597} {"mode": "train", "epoch": 19, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.01653, "loss_rpn_cls": 0.0236, "loss_rpn_bbox": 0.02943, "loss_cls": 0.16419, "acc": 94.2251, "loss_bbox": 0.19668, "loss_mask": 0.20733, "loss": 0.62123, "time": 0.66942} {"mode": "train", "epoch": 19, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.01591, "loss_rpn_cls": 0.02328, "loss_rpn_bbox": 0.03146, "loss_cls": 0.17876, "acc": 93.54443, "loss_bbox": 0.21028, "loss_mask": 0.22165, "loss": 0.66544, "time": 0.67141} {"mode": "train", "epoch": 19, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.0161, "loss_rpn_cls": 0.02696, "loss_rpn_bbox": 0.03402, "loss_cls": 0.18172, "acc": 93.48071, "loss_bbox": 0.21749, "loss_mask": 0.22208, "loss": 0.68227, "time": 0.67252} {"mode": "train", "epoch": 19, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.01505, "loss_rpn_cls": 0.02843, "loss_rpn_bbox": 0.03338, "loss_cls": 0.17689, "acc": 93.75171, "loss_bbox": 0.20769, "loss_mask": 0.22145, "loss": 0.66784, "time": 0.66375} {"mode": "train", "epoch": 19, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.01525, "loss_rpn_cls": 0.0219, "loss_rpn_bbox": 0.03002, "loss_cls": 0.16523, "acc": 94.13135, "loss_bbox": 0.19803, "loss_mask": 0.21743, "loss": 0.6326, "time": 0.66717} {"mode": "train", "epoch": 19, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01702, "loss_rpn_cls": 0.024, "loss_rpn_bbox": 0.03182, "loss_cls": 0.18159, "acc": 93.55566, "loss_bbox": 0.20842, "loss_mask": 0.21845, "loss": 0.66429, "time": 0.68753} {"mode": "train", "epoch": 19, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.016, "loss_rpn_cls": 0.02444, "loss_rpn_bbox": 0.0317, "loss_cls": 0.17274, "acc": 93.88135, "loss_bbox": 0.20412, "loss_mask": 0.21637, "loss": 0.64938, "time": 0.67991} {"mode": "train", "epoch": 19, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.01534, "loss_rpn_cls": 0.02388, "loss_rpn_bbox": 0.03133, "loss_cls": 0.17671, "acc": 93.63989, "loss_bbox": 0.2093, "loss_mask": 0.21879, "loss": 0.66001, "time": 0.67553} {"mode": "train", "epoch": 19, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.01968, "loss_rpn_cls": 0.02462, "loss_rpn_bbox": 0.03078, "loss_cls": 0.17266, "acc": 93.79907, "loss_bbox": 0.2026, "loss_mask": 0.21365, "loss": 0.64431, "time": 0.66372} {"mode": "train", "epoch": 19, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.01732, "loss_rpn_cls": 0.02908, "loss_rpn_bbox": 0.03667, "loss_cls": 0.18408, "acc": 93.43481, "loss_bbox": 0.21471, "loss_mask": 0.22055, "loss": 0.68509, "time": 0.67447} {"mode": "train", "epoch": 19, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.01785, "loss_rpn_cls": 0.02521, "loss_rpn_bbox": 0.03227, "loss_cls": 0.17391, "acc": 93.87158, "loss_bbox": 0.20365, "loss_mask": 0.21049, "loss": 0.64553, "time": 0.67002} {"mode": "train", "epoch": 19, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.01603, "loss_rpn_cls": 0.0268, "loss_rpn_bbox": 0.03133, "loss_cls": 0.16863, "acc": 94.01953, "loss_bbox": 0.20021, "loss_mask": 0.21221, "loss": 0.63919, "time": 0.66717} {"mode": "train", "epoch": 19, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.01783, "loss_rpn_cls": 0.02536, "loss_rpn_bbox": 0.03298, "loss_cls": 0.17513, "acc": 93.80591, "loss_bbox": 0.21073, "loss_mask": 0.21744, "loss": 0.66165, "time": 0.66151} {"mode": "train", "epoch": 19, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.01645, "loss_rpn_cls": 0.02454, "loss_rpn_bbox": 0.03012, "loss_cls": 0.17055, "acc": 93.84033, "loss_bbox": 0.20155, "loss_mask": 0.21782, "loss": 0.64458, "time": 0.67268} {"mode": "train", "epoch": 19, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.01682, "loss_rpn_cls": 0.0231, "loss_rpn_bbox": 0.03025, "loss_cls": 0.17202, "acc": 93.91626, "loss_bbox": 0.19958, "loss_mask": 0.2125, "loss": 0.63745, "time": 0.66794} {"mode": "train", "epoch": 19, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.01834, "loss_rpn_cls": 0.02526, "loss_rpn_bbox": 0.03264, "loss_cls": 0.17564, "acc": 93.77441, "loss_bbox": 0.21415, "loss_mask": 0.21598, "loss": 0.66366, "time": 0.67802} {"mode": "train", "epoch": 19, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.01657, "loss_rpn_cls": 0.02363, "loss_rpn_bbox": 0.031, "loss_cls": 0.16698, "acc": 94.11377, "loss_bbox": 0.19861, "loss_mask": 0.21632, "loss": 0.63654, "time": 0.66233} {"mode": "train", "epoch": 19, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.01782, "loss_rpn_cls": 0.02654, "loss_rpn_bbox": 0.03213, "loss_cls": 0.17806, "acc": 93.64844, "loss_bbox": 0.20671, "loss_mask": 0.21915, "loss": 0.66259, "time": 0.67968} {"mode": "train", "epoch": 19, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.01639, "loss_rpn_cls": 0.02415, "loss_rpn_bbox": 0.03119, "loss_cls": 0.16679, "acc": 94.09253, "loss_bbox": 0.19424, "loss_mask": 0.21367, "loss": 0.63003, "time": 0.68352} {"mode": "train", "epoch": 19, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.01568, "loss_rpn_cls": 0.02348, "loss_rpn_bbox": 0.03032, "loss_cls": 0.17148, "acc": 93.87207, "loss_bbox": 0.20126, "loss_mask": 0.2181, "loss": 0.64464, "time": 0.6732} {"mode": "train", "epoch": 19, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.01643, "loss_rpn_cls": 0.02396, "loss_rpn_bbox": 0.03149, "loss_cls": 0.16741, "acc": 93.98218, "loss_bbox": 0.19954, "loss_mask": 0.21171, "loss": 0.63412, "time": 0.67303} {"mode": "train", "epoch": 19, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.01592, "loss_rpn_cls": 0.02691, "loss_rpn_bbox": 0.03213, "loss_cls": 0.16965, "acc": 93.96582, "loss_bbox": 0.20036, "loss_mask": 0.21917, "loss": 0.64822, "time": 0.66827} {"mode": "train", "epoch": 19, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.01849, "loss_rpn_cls": 0.02502, "loss_rpn_bbox": 0.03442, "loss_cls": 0.17126, "acc": 93.91577, "loss_bbox": 0.20194, "loss_mask": 0.21935, "loss": 0.65199, "time": 0.67622} {"mode": "train", "epoch": 19, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.01815, "loss_rpn_cls": 0.02458, "loss_rpn_bbox": 0.03159, "loss_cls": 0.16089, "acc": 94.23096, "loss_bbox": 0.19722, "loss_mask": 0.2127, "loss": 0.62698, "time": 0.67594} {"mode": "train", "epoch": 19, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.01828, "loss_rpn_cls": 0.0255, "loss_rpn_bbox": 0.03125, "loss_cls": 0.17444, "acc": 93.88452, "loss_bbox": 0.20783, "loss_mask": 0.21789, "loss": 0.65691, "time": 0.66912} {"mode": "train", "epoch": 19, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.01785, "loss_rpn_cls": 0.02684, "loss_rpn_bbox": 0.03403, "loss_cls": 0.18931, "acc": 93.16064, "loss_bbox": 0.22038, "loss_mask": 0.22422, "loss": 0.69478, "time": 0.66861} {"mode": "train", "epoch": 19, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.01779, "loss_rpn_cls": 0.0271, "loss_rpn_bbox": 0.03367, "loss_cls": 0.17458, "acc": 93.76343, "loss_bbox": 0.2083, "loss_mask": 0.21731, "loss": 0.66097, "time": 0.66665} {"mode": "train", "epoch": 19, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.01639, "loss_rpn_cls": 0.02381, "loss_rpn_bbox": 0.02995, "loss_cls": 0.17312, "acc": 93.88599, "loss_bbox": 0.20406, "loss_mask": 0.22013, "loss": 0.65108, "time": 0.68139} {"mode": "train", "epoch": 19, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.0175, "loss_rpn_cls": 0.026, "loss_rpn_bbox": 0.03207, "loss_cls": 0.16714, "acc": 94.02539, "loss_bbox": 0.20449, "loss_mask": 0.22646, "loss": 0.65616, "time": 0.67552} {"mode": "train", "epoch": 19, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.01651, "loss_rpn_cls": 0.02374, "loss_rpn_bbox": 0.03159, "loss_cls": 0.17125, "acc": 93.81348, "loss_bbox": 0.20703, "loss_mask": 0.2188, "loss": 0.6524, "time": 0.66628} {"mode": "train", "epoch": 19, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.01694, "loss_rpn_cls": 0.02698, "loss_rpn_bbox": 0.0324, "loss_cls": 0.17755, "acc": 93.66846, "loss_bbox": 0.20932, "loss_mask": 0.21947, "loss": 0.66572, "time": 0.67384} {"mode": "train", "epoch": 19, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.01698, "loss_rpn_cls": 0.02367, "loss_rpn_bbox": 0.03147, "loss_cls": 0.16473, "acc": 94.14673, "loss_bbox": 0.19976, "loss_mask": 0.21693, "loss": 0.63655, "time": 0.67277} {"mode": "train", "epoch": 19, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.01604, "loss_rpn_cls": 0.02546, "loss_rpn_bbox": 0.03378, "loss_cls": 0.17019, "acc": 93.81128, "loss_bbox": 0.2052, "loss_mask": 0.21881, "loss": 0.65344, "time": 0.66723} {"mode": "train", "epoch": 19, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.01617, "loss_rpn_cls": 0.02438, "loss_rpn_bbox": 0.03411, "loss_cls": 0.17373, "acc": 93.73462, "loss_bbox": 0.21274, "loss_mask": 0.21736, "loss": 0.66231, "time": 0.68301} {"mode": "train", "epoch": 19, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.01771, "loss_rpn_cls": 0.0284, "loss_rpn_bbox": 0.03383, "loss_cls": 0.17894, "acc": 93.72778, "loss_bbox": 0.20901, "loss_mask": 0.22459, "loss": 0.67477, "time": 0.67283} {"mode": "train", "epoch": 19, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.01696, "loss_rpn_cls": 0.02448, "loss_rpn_bbox": 0.03143, "loss_cls": 0.17335, "acc": 93.80518, "loss_bbox": 0.20666, "loss_mask": 0.21868, "loss": 0.6546, "time": 0.65774} {"mode": "train", "epoch": 19, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.01636, "loss_rpn_cls": 0.02551, "loss_rpn_bbox": 0.03139, "loss_cls": 0.17361, "acc": 93.84033, "loss_bbox": 0.2018, "loss_mask": 0.21169, "loss": 0.64399, "time": 0.66862} {"mode": "train", "epoch": 19, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.01792, "loss_rpn_cls": 0.02413, "loss_rpn_bbox": 0.03244, "loss_cls": 0.16986, "acc": 93.88501, "loss_bbox": 0.20709, "loss_mask": 0.21568, "loss": 0.64921, "time": 0.67042} {"mode": "train", "epoch": 19, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.0157, "loss_rpn_cls": 0.02372, "loss_rpn_bbox": 0.03283, "loss_cls": 0.17109, "acc": 93.95532, "loss_bbox": 0.20009, "loss_mask": 0.21594, "loss": 0.64367, "time": 0.6778} {"mode": "train", "epoch": 19, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.01709, "loss_rpn_cls": 0.02322, "loss_rpn_bbox": 0.03046, "loss_cls": 0.17515, "acc": 93.70117, "loss_bbox": 0.20627, "loss_mask": 0.2231, "loss": 0.65818, "time": 0.67083} {"mode": "train", "epoch": 19, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.01778, "loss_rpn_cls": 0.02589, "loss_rpn_bbox": 0.03219, "loss_cls": 0.17465, "acc": 93.78906, "loss_bbox": 0.20628, "loss_mask": 0.21647, "loss": 0.65548, "time": 0.67377} {"mode": "train", "epoch": 19, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.01605, "loss_rpn_cls": 0.02892, "loss_rpn_bbox": 0.03473, "loss_cls": 0.17978, "acc": 93.63037, "loss_bbox": 0.21234, "loss_mask": 0.22251, "loss": 0.67826, "time": 0.67969} {"mode": "train", "epoch": 19, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01793, "loss_rpn_cls": 0.02711, "loss_rpn_bbox": 0.03475, "loss_cls": 0.1841, "acc": 93.33716, "loss_bbox": 0.21481, "loss_mask": 0.22754, "loss": 0.6883, "time": 0.67532} {"mode": "train", "epoch": 19, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.02109, "loss_rpn_cls": 0.02379, "loss_rpn_bbox": 0.03145, "loss_cls": 0.17572, "acc": 93.8313, "loss_bbox": 0.20657, "loss_mask": 0.21996, "loss": 0.65748, "time": 0.66659} {"mode": "train", "epoch": 19, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01696, "loss_rpn_cls": 0.02154, "loss_rpn_bbox": 0.03213, "loss_cls": 0.16841, "acc": 93.98438, "loss_bbox": 0.20207, "loss_mask": 0.21682, "loss": 0.64097, "time": 0.67024} {"mode": "train", "epoch": 19, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.01765, "loss_rpn_cls": 0.0249, "loss_rpn_bbox": 0.03012, "loss_cls": 0.17205, "acc": 93.93408, "loss_bbox": 0.20207, "loss_mask": 0.21678, "loss": 0.64592, "time": 0.68159} {"mode": "train", "epoch": 19, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.01808, "loss_rpn_cls": 0.02612, "loss_rpn_bbox": 0.03383, "loss_cls": 0.17869, "acc": 93.65649, "loss_bbox": 0.21328, "loss_mask": 0.22213, "loss": 0.67406, "time": 0.67919} {"mode": "train", "epoch": 19, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.01719, "loss_rpn_cls": 0.02511, "loss_rpn_bbox": 0.03094, "loss_cls": 0.16295, "acc": 94.13916, "loss_bbox": 0.1932, "loss_mask": 0.21215, "loss": 0.62434, "time": 0.70246} {"mode": "train", "epoch": 19, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.01709, "loss_rpn_cls": 0.02136, "loss_rpn_bbox": 0.0284, "loss_cls": 0.16805, "acc": 93.98242, "loss_bbox": 0.19968, "loss_mask": 0.21713, "loss": 0.63463, "time": 0.66986} {"mode": "train", "epoch": 19, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.0187, "loss_rpn_cls": 0.02572, "loss_rpn_bbox": 0.03412, "loss_cls": 0.17844, "acc": 93.79614, "loss_bbox": 0.20705, "loss_mask": 0.21955, "loss": 0.66489, "time": 0.66935} {"mode": "train", "epoch": 19, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.02033, "loss_rpn_cls": 0.02425, "loss_rpn_bbox": 0.0301, "loss_cls": 0.16318, "acc": 94.39233, "loss_bbox": 0.19522, "loss_mask": 0.21498, "loss": 0.62775, "time": 0.67578} {"mode": "train", "epoch": 19, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.01708, "loss_rpn_cls": 0.02586, "loss_rpn_bbox": 0.03175, "loss_cls": 0.17387, "acc": 93.86328, "loss_bbox": 0.20083, "loss_mask": 0.21701, "loss": 0.64931, "time": 0.67527} {"mode": "train", "epoch": 19, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.01722, "loss_rpn_cls": 0.02381, "loss_rpn_bbox": 0.03109, "loss_cls": 0.17449, "acc": 93.89062, "loss_bbox": 0.20506, "loss_mask": 0.21578, "loss": 0.65023, "time": 0.67314} {"mode": "train", "epoch": 19, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.0164, "loss_rpn_cls": 0.02559, "loss_rpn_bbox": 0.03277, "loss_cls": 0.17465, "acc": 93.86304, "loss_bbox": 0.20328, "loss_mask": 0.21762, "loss": 0.65391, "time": 0.66626} {"mode": "train", "epoch": 19, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01825, "loss_rpn_cls": 0.02485, "loss_rpn_bbox": 0.03268, "loss_cls": 0.17681, "acc": 93.6438, "loss_bbox": 0.21213, "loss_mask": 0.21476, "loss": 0.66122, "time": 0.67561} {"mode": "train", "epoch": 19, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01631, "loss_rpn_cls": 0.02599, "loss_rpn_bbox": 0.03099, "loss_cls": 0.17086, "acc": 93.91089, "loss_bbox": 0.20369, "loss_mask": 0.21868, "loss": 0.65021, "time": 0.66871} {"mode": "train", "epoch": 19, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.02238, "loss_rpn_cls": 0.02718, "loss_rpn_bbox": 0.03557, "loss_cls": 0.18803, "acc": 93.40576, "loss_bbox": 0.22051, "loss_mask": 0.22805, "loss": 0.69934, "time": 0.6697} {"mode": "train", "epoch": 19, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.01816, "loss_rpn_cls": 0.02584, "loss_rpn_bbox": 0.03258, "loss_cls": 0.17982, "acc": 93.60181, "loss_bbox": 0.20753, "loss_mask": 0.22158, "loss": 0.66736, "time": 0.6672} {"mode": "train", "epoch": 19, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.01566, "loss_rpn_cls": 0.02589, "loss_rpn_bbox": 0.03253, "loss_cls": 0.17729, "acc": 93.70801, "loss_bbox": 0.20955, "loss_mask": 0.21812, "loss": 0.66337, "time": 0.67982} {"mode": "train", "epoch": 19, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01652, "loss_rpn_cls": 0.02267, "loss_rpn_bbox": 0.02986, "loss_cls": 0.1715, "acc": 93.92017, "loss_bbox": 0.19834, "loss_mask": 0.2193, "loss": 0.64167, "time": 0.66573} {"mode": "train", "epoch": 19, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.01748, "loss_rpn_cls": 0.02653, "loss_rpn_bbox": 0.03266, "loss_cls": 0.17663, "acc": 93.83569, "loss_bbox": 0.20656, "loss_mask": 0.22371, "loss": 0.66609, "time": 0.66201} {"mode": "train", "epoch": 19, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.01632, "loss_rpn_cls": 0.02448, "loss_rpn_bbox": 0.03268, "loss_cls": 0.1737, "acc": 93.80298, "loss_bbox": 0.20903, "loss_mask": 0.21924, "loss": 0.65914, "time": 0.67162} {"mode": "train", "epoch": 19, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.01896, "loss_rpn_cls": 0.02698, "loss_rpn_bbox": 0.03282, "loss_cls": 0.17477, "acc": 93.79346, "loss_bbox": 0.20859, "loss_mask": 0.21995, "loss": 0.66311, "time": 0.6739} {"mode": "train", "epoch": 19, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.01679, "loss_rpn_cls": 0.02505, "loss_rpn_bbox": 0.03083, "loss_cls": 0.16848, "acc": 93.97119, "loss_bbox": 0.20115, "loss_mask": 0.21304, "loss": 0.63856, "time": 0.66572} {"mode": "train", "epoch": 19, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01884, "loss_rpn_cls": 0.02497, "loss_rpn_bbox": 0.03109, "loss_cls": 0.17991, "acc": 93.64844, "loss_bbox": 0.20815, "loss_mask": 0.21827, "loss": 0.66238, "time": 0.67497} {"mode": "train", "epoch": 19, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.01608, "loss_rpn_cls": 0.02191, "loss_rpn_bbox": 0.02848, "loss_cls": 0.16146, "acc": 94.20923, "loss_bbox": 0.19796, "loss_mask": 0.21097, "loss": 0.62078, "time": 0.68171} {"mode": "train", "epoch": 19, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.01959, "loss_rpn_cls": 0.0261, "loss_rpn_bbox": 0.03306, "loss_cls": 0.18165, "acc": 93.40332, "loss_bbox": 0.21529, "loss_mask": 0.22324, "loss": 0.67934, "time": 0.66379} {"mode": "train", "epoch": 19, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.02128, "loss_rpn_cls": 0.0263, "loss_rpn_bbox": 0.03179, "loss_cls": 0.17925, "acc": 93.70557, "loss_bbox": 0.20974, "loss_mask": 0.21847, "loss": 0.66554, "time": 0.67411} {"mode": "train", "epoch": 19, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01733, "loss_rpn_cls": 0.02531, "loss_rpn_bbox": 0.03139, "loss_cls": 0.1749, "acc": 93.78613, "loss_bbox": 0.21071, "loss_mask": 0.22411, "loss": 0.66641, "time": 0.68203} {"mode": "train", "epoch": 19, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01614, "loss_rpn_cls": 0.02084, "loss_rpn_bbox": 0.03015, "loss_cls": 0.17129, "acc": 93.927, "loss_bbox": 0.2024, "loss_mask": 0.21518, "loss": 0.63986, "time": 0.66662} {"mode": "train", "epoch": 19, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.01834, "loss_rpn_cls": 0.02412, "loss_rpn_bbox": 0.03084, "loss_cls": 0.18228, "acc": 93.64941, "loss_bbox": 0.2084, "loss_mask": 0.21296, "loss": 0.6586, "time": 0.67556} {"mode": "train", "epoch": 19, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.02509, "loss_rpn_cls": 0.02327, "loss_rpn_bbox": 0.03065, "loss_cls": 0.16744, "acc": 94.07007, "loss_bbox": 0.19869, "loss_mask": 0.21452, "loss": 0.63457, "time": 0.68925} {"mode": "train", "epoch": 19, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.01938, "loss_rpn_cls": 0.024, "loss_rpn_bbox": 0.03231, "loss_cls": 0.17142, "acc": 93.96143, "loss_bbox": 0.20127, "loss_mask": 0.21647, "loss": 0.64547, "time": 0.67005} {"mode": "train", "epoch": 19, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01897, "loss_rpn_cls": 0.0275, "loss_rpn_bbox": 0.03427, "loss_cls": 0.18416, "acc": 93.3064, "loss_bbox": 0.225, "loss_mask": 0.22458, "loss": 0.69551, "time": 0.67941} {"mode": "train", "epoch": 19, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.01654, "loss_rpn_cls": 0.02646, "loss_rpn_bbox": 0.03248, "loss_cls": 0.17873, "acc": 93.6936, "loss_bbox": 0.21233, "loss_mask": 0.21736, "loss": 0.66737, "time": 0.67401} {"mode": "train", "epoch": 19, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01776, "loss_rpn_cls": 0.02608, "loss_rpn_bbox": 0.03219, "loss_cls": 0.17762, "acc": 93.59424, "loss_bbox": 0.21334, "loss_mask": 0.21596, "loss": 0.66519, "time": 0.66808} {"mode": "train", "epoch": 19, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.016, "loss_rpn_cls": 0.02523, "loss_rpn_bbox": 0.03199, "loss_cls": 0.17439, "acc": 93.70264, "loss_bbox": 0.20369, "loss_mask": 0.21638, "loss": 0.65169, "time": 0.65633} {"mode": "train", "epoch": 19, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.01728, "loss_rpn_cls": 0.02427, "loss_rpn_bbox": 0.03449, "loss_cls": 0.18679, "acc": 93.33105, "loss_bbox": 0.21957, "loss_mask": 0.22365, "loss": 0.68876, "time": 0.68102} {"mode": "train", "epoch": 19, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.01465, "loss_rpn_cls": 0.0252, "loss_rpn_bbox": 0.03228, "loss_cls": 0.18305, "acc": 93.521, "loss_bbox": 0.21865, "loss_mask": 0.22784, "loss": 0.68702, "time": 0.67643} {"mode": "train", "epoch": 19, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.01562, "loss_rpn_cls": 0.02653, "loss_rpn_bbox": 0.03181, "loss_cls": 0.18039, "acc": 93.57104, "loss_bbox": 0.21021, "loss_mask": 0.21871, "loss": 0.66765, "time": 0.66541} {"mode": "train", "epoch": 19, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.01873, "loss_rpn_cls": 0.02584, "loss_rpn_bbox": 0.0321, "loss_cls": 0.17786, "acc": 93.78638, "loss_bbox": 0.20883, "loss_mask": 0.21689, "loss": 0.66151, "time": 0.67977} {"mode": "train", "epoch": 19, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.01783, "loss_rpn_cls": 0.02533, "loss_rpn_bbox": 0.03075, "loss_cls": 0.17548, "acc": 93.78882, "loss_bbox": 0.20733, "loss_mask": 0.21694, "loss": 0.65583, "time": 0.67419} {"mode": "train", "epoch": 19, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.0196, "loss_rpn_cls": 0.02603, "loss_rpn_bbox": 0.03364, "loss_cls": 0.18111, "acc": 93.54077, "loss_bbox": 0.21404, "loss_mask": 0.22166, "loss": 0.67649, "time": 0.66732} {"mode": "train", "epoch": 19, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.01802, "loss_rpn_cls": 0.02386, "loss_rpn_bbox": 0.03035, "loss_cls": 0.17191, "acc": 93.87378, "loss_bbox": 0.19771, "loss_mask": 0.20904, "loss": 0.63287, "time": 0.66116} {"mode": "train", "epoch": 19, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.0167, "loss_rpn_cls": 0.022, "loss_rpn_bbox": 0.03018, "loss_cls": 0.16626, "acc": 94.02979, "loss_bbox": 0.19898, "loss_mask": 0.21314, "loss": 0.63057, "time": 0.67306} {"mode": "train", "epoch": 19, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.01653, "loss_rpn_cls": 0.0231, "loss_rpn_bbox": 0.03064, "loss_cls": 0.17423, "acc": 93.88452, "loss_bbox": 0.2062, "loss_mask": 0.21745, "loss": 0.65163, "time": 0.66571} {"mode": "train", "epoch": 19, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.01742, "loss_rpn_cls": 0.02201, "loss_rpn_bbox": 0.03034, "loss_cls": 0.1687, "acc": 93.96606, "loss_bbox": 0.19902, "loss_mask": 0.21022, "loss": 0.63027, "time": 0.66435} {"mode": "train", "epoch": 19, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.0193, "loss_rpn_cls": 0.02521, "loss_rpn_bbox": 0.03194, "loss_cls": 0.1741, "acc": 93.75781, "loss_bbox": 0.20785, "loss_mask": 0.22181, "loss": 0.6609, "time": 0.66796} {"mode": "train", "epoch": 19, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.01812, "loss_rpn_cls": 0.02389, "loss_rpn_bbox": 0.02931, "loss_cls": 0.17432, "acc": 93.69824, "loss_bbox": 0.20776, "loss_mask": 0.21414, "loss": 0.64942, "time": 0.68515} {"mode": "train", "epoch": 19, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.0152, "loss_rpn_cls": 0.02717, "loss_rpn_bbox": 0.03174, "loss_cls": 0.17565, "acc": 93.80664, "loss_bbox": 0.20209, "loss_mask": 0.21905, "loss": 0.65569, "time": 0.67895} {"mode": "train", "epoch": 19, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.01712, "loss_rpn_cls": 0.02518, "loss_rpn_bbox": 0.03239, "loss_cls": 0.16757, "acc": 94.08105, "loss_bbox": 0.19588, "loss_mask": 0.21195, "loss": 0.63297, "time": 0.66736} {"mode": "train", "epoch": 19, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.01689, "loss_rpn_cls": 0.0257, "loss_rpn_bbox": 0.03192, "loss_cls": 0.16416, "acc": 94.13525, "loss_bbox": 0.20046, "loss_mask": 0.21528, "loss": 0.6375, "time": 0.66727} {"mode": "train", "epoch": 19, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.01663, "loss_rpn_cls": 0.02548, "loss_rpn_bbox": 0.03231, "loss_cls": 0.17436, "acc": 93.67798, "loss_bbox": 0.21233, "loss_mask": 0.22332, "loss": 0.66779, "time": 0.67826} {"mode": "train", "epoch": 19, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.01982, "loss_rpn_cls": 0.02664, "loss_rpn_bbox": 0.03375, "loss_cls": 0.17876, "acc": 93.6853, "loss_bbox": 0.21488, "loss_mask": 0.22034, "loss": 0.67437, "time": 0.67058} {"mode": "train", "epoch": 19, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.01941, "loss_rpn_cls": 0.02456, "loss_rpn_bbox": 0.03333, "loss_cls": 0.16757, "acc": 93.95825, "loss_bbox": 0.20674, "loss_mask": 0.22038, "loss": 0.65256, "time": 0.6728} {"mode": "train", "epoch": 19, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.01658, "loss_rpn_cls": 0.02415, "loss_rpn_bbox": 0.03069, "loss_cls": 0.17426, "acc": 93.79419, "loss_bbox": 0.20556, "loss_mask": 0.22024, "loss": 0.6549, "time": 0.6688} {"mode": "train", "epoch": 19, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.01839, "loss_rpn_cls": 0.02596, "loss_rpn_bbox": 0.03426, "loss_cls": 0.17683, "acc": 93.77344, "loss_bbox": 0.21098, "loss_mask": 0.21379, "loss": 0.66184, "time": 0.67409} {"mode": "train", "epoch": 19, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.02123, "loss_rpn_cls": 0.02864, "loss_rpn_bbox": 0.0369, "loss_cls": 0.19111, "acc": 93.24561, "loss_bbox": 0.22411, "loss_mask": 0.2321, "loss": 0.71285, "time": 0.67099} {"mode": "train", "epoch": 19, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.01656, "loss_rpn_cls": 0.02673, "loss_rpn_bbox": 0.03127, "loss_cls": 0.17676, "acc": 93.73584, "loss_bbox": 0.20589, "loss_mask": 0.21845, "loss": 0.6591, "time": 0.66996} {"mode": "train", "epoch": 19, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.01373, "loss_rpn_cls": 0.02439, "loss_rpn_bbox": 0.03349, "loss_cls": 0.16832, "acc": 93.79712, "loss_bbox": 0.2128, "loss_mask": 0.21366, "loss": 0.65265, "time": 0.67577} {"mode": "train", "epoch": 19, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.0192, "loss_rpn_cls": 0.02431, "loss_rpn_bbox": 0.0304, "loss_cls": 0.17481, "acc": 93.73486, "loss_bbox": 0.20501, "loss_mask": 0.21121, "loss": 0.64573, "time": 0.66363} {"mode": "train", "epoch": 19, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.01665, "loss_rpn_cls": 0.02539, "loss_rpn_bbox": 0.0324, "loss_cls": 0.17857, "acc": 93.73657, "loss_bbox": 0.20314, "loss_mask": 0.22123, "loss": 0.66073, "time": 0.67627} {"mode": "train", "epoch": 19, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.01835, "loss_rpn_cls": 0.02386, "loss_rpn_bbox": 0.03177, "loss_cls": 0.17771, "acc": 93.66309, "loss_bbox": 0.21358, "loss_mask": 0.22285, "loss": 0.66978, "time": 0.66962} {"mode": "train", "epoch": 19, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.01663, "loss_rpn_cls": 0.0266, "loss_rpn_bbox": 0.03128, "loss_cls": 0.17663, "acc": 93.7146, "loss_bbox": 0.20338, "loss_mask": 0.21408, "loss": 0.65197, "time": 0.67087} {"mode": "train", "epoch": 19, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01943, "loss_rpn_cls": 0.02707, "loss_rpn_bbox": 0.03224, "loss_cls": 0.16945, "acc": 94.02148, "loss_bbox": 0.20203, "loss_mask": 0.21788, "loss": 0.64867, "time": 0.67431} {"mode": "train", "epoch": 19, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.01681, "loss_rpn_cls": 0.0237, "loss_rpn_bbox": 0.03173, "loss_cls": 0.17274, "acc": 93.90234, "loss_bbox": 0.20541, "loss_mask": 0.21808, "loss": 0.65166, "time": 0.67182} {"mode": "train", "epoch": 19, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.01959, "loss_rpn_cls": 0.02706, "loss_rpn_bbox": 0.03194, "loss_cls": 0.17288, "acc": 93.76196, "loss_bbox": 0.20837, "loss_mask": 0.22027, "loss": 0.66052, "time": 0.66034} {"mode": "train", "epoch": 19, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01652, "loss_rpn_cls": 0.0236, "loss_rpn_bbox": 0.03107, "loss_cls": 0.16859, "acc": 94.00366, "loss_bbox": 0.20005, "loss_mask": 0.22087, "loss": 0.64418, "time": 0.68175} {"mode": "train", "epoch": 19, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.01773, "loss_rpn_cls": 0.02617, "loss_rpn_bbox": 0.03433, "loss_cls": 0.17559, "acc": 93.6499, "loss_bbox": 0.21591, "loss_mask": 0.2176, "loss": 0.6696, "time": 0.67774} {"mode": "train", "epoch": 19, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.01934, "loss_rpn_cls": 0.02489, "loss_rpn_bbox": 0.03249, "loss_cls": 0.17059, "acc": 93.98096, "loss_bbox": 0.20206, "loss_mask": 0.21892, "loss": 0.64895, "time": 0.66657} {"mode": "train", "epoch": 19, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.01639, "loss_rpn_cls": 0.02284, "loss_rpn_bbox": 0.03148, "loss_cls": 0.1778, "acc": 93.69238, "loss_bbox": 0.21204, "loss_mask": 0.2221, "loss": 0.66626, "time": 0.66317} {"mode": "train", "epoch": 19, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.01794, "loss_rpn_cls": 0.02605, "loss_rpn_bbox": 0.03278, "loss_cls": 0.17544, "acc": 93.86646, "loss_bbox": 0.2049, "loss_mask": 0.21549, "loss": 0.65465, "time": 0.66514} {"mode": "train", "epoch": 19, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.02113, "loss_rpn_cls": 0.0256, "loss_rpn_bbox": 0.03362, "loss_cls": 0.18534, "acc": 93.32837, "loss_bbox": 0.21679, "loss_mask": 0.22104, "loss": 0.6824, "time": 0.67694} {"mode": "train", "epoch": 19, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.01611, "loss_rpn_cls": 0.02485, "loss_rpn_bbox": 0.03089, "loss_cls": 0.17084, "acc": 93.9856, "loss_bbox": 0.20244, "loss_mask": 0.22001, "loss": 0.64903, "time": 0.66454} {"mode": "train", "epoch": 19, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01763, "loss_rpn_cls": 0.02565, "loss_rpn_bbox": 0.03402, "loss_cls": 0.18236, "acc": 93.59497, "loss_bbox": 0.21098, "loss_mask": 0.22332, "loss": 0.67633, "time": 0.66654} {"mode": "train", "epoch": 19, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01755, "loss_rpn_cls": 0.02503, "loss_rpn_bbox": 0.03248, "loss_cls": 0.17304, "acc": 93.84521, "loss_bbox": 0.20665, "loss_mask": 0.2154, "loss": 0.6526, "time": 0.66592} {"mode": "train", "epoch": 19, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.01809, "loss_rpn_cls": 0.02524, "loss_rpn_bbox": 0.03347, "loss_cls": 0.17154, "acc": 93.81274, "loss_bbox": 0.20657, "loss_mask": 0.21922, "loss": 0.65604, "time": 0.68284} {"mode": "train", "epoch": 19, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.01606, "loss_rpn_cls": 0.02544, "loss_rpn_bbox": 0.0309, "loss_cls": 0.18101, "acc": 93.59009, "loss_bbox": 0.21113, "loss_mask": 0.21854, "loss": 0.66701, "time": 0.66956} {"mode": "train", "epoch": 19, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.01557, "loss_rpn_cls": 0.02724, "loss_rpn_bbox": 0.03479, "loss_cls": 0.19185, "acc": 93.20044, "loss_bbox": 0.21965, "loss_mask": 0.22254, "loss": 0.69607, "time": 0.67545} {"mode": "train", "epoch": 19, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.01766, "loss_rpn_cls": 0.02644, "loss_rpn_bbox": 0.03289, "loss_cls": 0.17805, "acc": 93.66406, "loss_bbox": 0.20975, "loss_mask": 0.21792, "loss": 0.66505, "time": 0.67877} {"mode": "train", "epoch": 19, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.01694, "loss_rpn_cls": 0.02635, "loss_rpn_bbox": 0.03314, "loss_cls": 0.17574, "acc": 93.82935, "loss_bbox": 0.20502, "loss_mask": 0.21746, "loss": 0.6577, "time": 0.67122} {"mode": "train", "epoch": 19, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.01829, "loss_rpn_cls": 0.02593, "loss_rpn_bbox": 0.03466, "loss_cls": 0.17682, "acc": 93.74854, "loss_bbox": 0.20902, "loss_mask": 0.22435, "loss": 0.67078, "time": 0.67605} {"mode": "train", "epoch": 19, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.01677, "loss_rpn_cls": 0.02802, "loss_rpn_bbox": 0.03518, "loss_cls": 0.1859, "acc": 93.56201, "loss_bbox": 0.21188, "loss_mask": 0.22179, "loss": 0.68278, "time": 0.66464} {"mode": "train", "epoch": 19, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01882, "loss_rpn_cls": 0.02589, "loss_rpn_bbox": 0.03172, "loss_cls": 0.17721, "acc": 93.86035, "loss_bbox": 0.20622, "loss_mask": 0.21589, "loss": 0.65693, "time": 0.67011} {"mode": "train", "epoch": 19, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01997, "loss_rpn_cls": 0.02938, "loss_rpn_bbox": 0.0335, "loss_cls": 0.17145, "acc": 93.94067, "loss_bbox": 0.20544, "loss_mask": 0.21614, "loss": 0.65591, "time": 0.66988} {"mode": "val", "epoch": 19, "iter": 625, "lr": 0.0, "bbox_mAP": 0.5104, "bbox_mAP_50": 0.7311, "bbox_mAP_75": 0.5674, "bbox_mAP_s": 0.3606, "bbox_mAP_m": 0.5538, "bbox_mAP_l": 0.648, "bbox_mAP_copypaste": "0.5104 0.7311 0.5674 0.3606 0.5538 0.6480", "segm_mAP": 0.4542, "segm_mAP_50": 0.7013, "segm_mAP_75": 0.4913, "segm_mAP_s": 0.2668, "segm_mAP_m": 0.4894, "segm_mAP_l": 0.6481, "segm_mAP_copypaste": "0.4542 0.7013 0.4913 0.2668 0.4894 0.6481"} {"mode": "train", "epoch": 20, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.77641, "loss_rpn_cls": 0.02507, "loss_rpn_bbox": 0.0311, "loss_cls": 0.16645, "acc": 93.93188, "loss_bbox": 0.19943, "loss_mask": 0.21222, "loss": 0.63427, "time": 1.43919} {"mode": "train", "epoch": 20, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.01967, "loss_rpn_cls": 0.02319, "loss_rpn_bbox": 0.03144, "loss_cls": 0.17055, "acc": 93.93286, "loss_bbox": 0.20533, "loss_mask": 0.21934, "loss": 0.64984, "time": 0.67954} {"mode": "train", "epoch": 20, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.02052, "loss_rpn_cls": 0.02684, "loss_rpn_bbox": 0.03188, "loss_cls": 0.17585, "acc": 93.79077, "loss_bbox": 0.2069, "loss_mask": 0.21679, "loss": 0.65825, "time": 0.67228} {"mode": "train", "epoch": 20, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.01869, "loss_rpn_cls": 0.02634, "loss_rpn_bbox": 0.03411, "loss_cls": 0.18229, "acc": 93.50024, "loss_bbox": 0.21567, "loss_mask": 0.22254, "loss": 0.68096, "time": 0.67426} {"mode": "train", "epoch": 20, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.01637, "loss_rpn_cls": 0.0225, "loss_rpn_bbox": 0.02944, "loss_cls": 0.16907, "acc": 93.96216, "loss_bbox": 0.20255, "loss_mask": 0.2161, "loss": 0.63965, "time": 0.66755} {"mode": "train", "epoch": 20, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.01759, "loss_rpn_cls": 0.02389, "loss_rpn_bbox": 0.03086, "loss_cls": 0.17049, "acc": 93.92236, "loss_bbox": 0.20833, "loss_mask": 0.21854, "loss": 0.65211, "time": 0.666} {"mode": "train", "epoch": 20, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.01812, "loss_rpn_cls": 0.0251, "loss_rpn_bbox": 0.03093, "loss_cls": 0.17039, "acc": 93.95093, "loss_bbox": 0.20422, "loss_mask": 0.2234, "loss": 0.65404, "time": 0.67346} {"mode": "train", "epoch": 20, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.0171, "loss_rpn_cls": 0.02308, "loss_rpn_bbox": 0.03084, "loss_cls": 0.1771, "acc": 93.72607, "loss_bbox": 0.20609, "loss_mask": 0.21396, "loss": 0.65107, "time": 0.68102} {"mode": "train", "epoch": 20, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.01516, "loss_rpn_cls": 0.02404, "loss_rpn_bbox": 0.03162, "loss_cls": 0.17763, "acc": 93.67139, "loss_bbox": 0.2087, "loss_mask": 0.21885, "loss": 0.66085, "time": 0.67087} {"mode": "train", "epoch": 20, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.01843, "loss_rpn_cls": 0.02669, "loss_rpn_bbox": 0.03181, "loss_cls": 0.18608, "acc": 93.36597, "loss_bbox": 0.21337, "loss_mask": 0.22156, "loss": 0.6795, "time": 0.66941} {"mode": "train", "epoch": 20, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01684, "loss_rpn_cls": 0.02392, "loss_rpn_bbox": 0.03041, "loss_cls": 0.17526, "acc": 93.78247, "loss_bbox": 0.20554, "loss_mask": 0.21745, "loss": 0.65258, "time": 0.67198} {"mode": "train", "epoch": 20, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.01785, "loss_rpn_cls": 0.02607, "loss_rpn_bbox": 0.03306, "loss_cls": 0.173, "acc": 93.68433, "loss_bbox": 0.20703, "loss_mask": 0.2176, "loss": 0.65677, "time": 0.67245} {"mode": "train", "epoch": 20, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.01707, "loss_rpn_cls": 0.02597, "loss_rpn_bbox": 0.03051, "loss_cls": 0.1743, "acc": 93.91016, "loss_bbox": 0.20635, "loss_mask": 0.21736, "loss": 0.65449, "time": 0.67332} {"mode": "train", "epoch": 20, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.01762, "loss_rpn_cls": 0.02421, "loss_rpn_bbox": 0.03175, "loss_cls": 0.18036, "acc": 93.50562, "loss_bbox": 0.21997, "loss_mask": 0.21657, "loss": 0.67287, "time": 0.66762} {"mode": "train", "epoch": 20, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.01962, "loss_rpn_cls": 0.02554, "loss_rpn_bbox": 0.03174, "loss_cls": 0.17081, "acc": 93.87036, "loss_bbox": 0.20533, "loss_mask": 0.21303, "loss": 0.64645, "time": 0.66582} {"mode": "train", "epoch": 20, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.01728, "loss_rpn_cls": 0.02225, "loss_rpn_bbox": 0.03264, "loss_cls": 0.1795, "acc": 93.55615, "loss_bbox": 0.21038, "loss_mask": 0.21924, "loss": 0.66401, "time": 0.68374} {"mode": "train", "epoch": 20, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.01875, "loss_rpn_cls": 0.02298, "loss_rpn_bbox": 0.03028, "loss_cls": 0.16757, "acc": 94.03516, "loss_bbox": 0.2015, "loss_mask": 0.20998, "loss": 0.63231, "time": 0.66973} {"mode": "train", "epoch": 20, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.01771, "loss_rpn_cls": 0.02618, "loss_rpn_bbox": 0.03295, "loss_cls": 0.17291, "acc": 93.78613, "loss_bbox": 0.20574, "loss_mask": 0.21487, "loss": 0.65265, "time": 0.68127} {"mode": "train", "epoch": 20, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.01545, "loss_rpn_cls": 0.02489, "loss_rpn_bbox": 0.03107, "loss_cls": 0.17781, "acc": 93.68066, "loss_bbox": 0.2047, "loss_mask": 0.2177, "loss": 0.65617, "time": 0.66112} {"mode": "train", "epoch": 20, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.01867, "loss_rpn_cls": 0.02611, "loss_rpn_bbox": 0.03432, "loss_cls": 0.1856, "acc": 93.48999, "loss_bbox": 0.2189, "loss_mask": 0.22073, "loss": 0.68566, "time": 0.67369} {"mode": "train", "epoch": 20, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01647, "loss_rpn_cls": 0.0255, "loss_rpn_bbox": 0.03151, "loss_cls": 0.17959, "acc": 93.72314, "loss_bbox": 0.20785, "loss_mask": 0.21816, "loss": 0.66261, "time": 0.67276} {"mode": "train", "epoch": 20, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.01823, "loss_rpn_cls": 0.02696, "loss_rpn_bbox": 0.03276, "loss_cls": 0.17438, "acc": 93.64331, "loss_bbox": 0.20745, "loss_mask": 0.21597, "loss": 0.65751, "time": 0.67548} {"mode": "train", "epoch": 20, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.01791, "loss_rpn_cls": 0.02753, "loss_rpn_bbox": 0.03512, "loss_cls": 0.18018, "acc": 93.54028, "loss_bbox": 0.21654, "loss_mask": 0.21959, "loss": 0.67896, "time": 0.66923} {"mode": "train", "epoch": 20, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.01553, "loss_rpn_cls": 0.02624, "loss_rpn_bbox": 0.0342, "loss_cls": 0.17804, "acc": 93.60474, "loss_bbox": 0.2098, "loss_mask": 0.21866, "loss": 0.66695, "time": 0.6859} {"mode": "train", "epoch": 20, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.01604, "loss_rpn_cls": 0.02282, "loss_rpn_bbox": 0.0305, "loss_cls": 0.16963, "acc": 93.8186, "loss_bbox": 0.20541, "loss_mask": 0.21435, "loss": 0.64271, "time": 0.66805} {"mode": "train", "epoch": 20, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.01573, "loss_rpn_cls": 0.02289, "loss_rpn_bbox": 0.03023, "loss_cls": 0.16568, "acc": 94.052, "loss_bbox": 0.19909, "loss_mask": 0.20675, "loss": 0.62462, "time": 0.67496} {"mode": "train", "epoch": 20, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01619, "loss_rpn_cls": 0.02511, "loss_rpn_bbox": 0.03155, "loss_cls": 0.16623, "acc": 94.06665, "loss_bbox": 0.19873, "loss_mask": 0.21226, "loss": 0.63387, "time": 0.67157} {"mode": "train", "epoch": 20, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01368, "loss_rpn_cls": 0.02478, "loss_rpn_bbox": 0.0298, "loss_cls": 0.16091, "acc": 94.29028, "loss_bbox": 0.19066, "loss_mask": 0.21405, "loss": 0.62021, "time": 0.66101} {"mode": "train", "epoch": 20, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.01941, "loss_rpn_cls": 0.0252, "loss_rpn_bbox": 0.03177, "loss_cls": 0.166, "acc": 94.11938, "loss_bbox": 0.20049, "loss_mask": 0.21816, "loss": 0.64163, "time": 0.66896} {"mode": "train", "epoch": 20, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.01495, "loss_rpn_cls": 0.02745, "loss_rpn_bbox": 0.03354, "loss_cls": 0.17338, "acc": 93.83008, "loss_bbox": 0.21017, "loss_mask": 0.21584, "loss": 0.66037, "time": 0.66215} {"mode": "train", "epoch": 20, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.01704, "loss_rpn_cls": 0.02603, "loss_rpn_bbox": 0.03215, "loss_cls": 0.18235, "acc": 93.58008, "loss_bbox": 0.21533, "loss_mask": 0.21705, "loss": 0.67291, "time": 0.67119} {"mode": "train", "epoch": 20, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.01559, "loss_rpn_cls": 0.02759, "loss_rpn_bbox": 0.03444, "loss_cls": 0.17896, "acc": 93.57495, "loss_bbox": 0.21414, "loss_mask": 0.22414, "loss": 0.67926, "time": 0.66816} {"mode": "train", "epoch": 20, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.01648, "loss_rpn_cls": 0.02543, "loss_rpn_bbox": 0.03204, "loss_cls": 0.18409, "acc": 93.37769, "loss_bbox": 0.21693, "loss_mask": 0.22248, "loss": 0.68096, "time": 0.67026} {"mode": "train", "epoch": 20, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.02025, "loss_rpn_cls": 0.02426, "loss_rpn_bbox": 0.03394, "loss_cls": 0.17267, "acc": 93.81567, "loss_bbox": 0.20915, "loss_mask": 0.21531, "loss": 0.65532, "time": 0.6713} {"mode": "train", "epoch": 20, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.01819, "loss_rpn_cls": 0.02728, "loss_rpn_bbox": 0.03054, "loss_cls": 0.17745, "acc": 93.61304, "loss_bbox": 0.21151, "loss_mask": 0.22177, "loss": 0.66855, "time": 0.66622} {"mode": "train", "epoch": 20, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.01544, "loss_rpn_cls": 0.02473, "loss_rpn_bbox": 0.03184, "loss_cls": 0.16479, "acc": 94.04346, "loss_bbox": 0.20294, "loss_mask": 0.21583, "loss": 0.64014, "time": 0.67275} {"mode": "train", "epoch": 20, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.01691, "loss_rpn_cls": 0.02521, "loss_rpn_bbox": 0.03102, "loss_cls": 0.14961, "acc": 94.66577, "loss_bbox": 0.18423, "loss_mask": 0.20957, "loss": 0.59965, "time": 0.67792} {"mode": "train", "epoch": 20, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.01865, "loss_rpn_cls": 0.02585, "loss_rpn_bbox": 0.03285, "loss_cls": 0.16461, "acc": 94.10132, "loss_bbox": 0.1981, "loss_mask": 0.21295, "loss": 0.63436, "time": 0.66908} {"mode": "train", "epoch": 20, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.02067, "loss_rpn_cls": 0.02682, "loss_rpn_bbox": 0.03391, "loss_cls": 0.18981, "acc": 93.30518, "loss_bbox": 0.22072, "loss_mask": 0.22025, "loss": 0.69151, "time": 0.66649} {"mode": "train", "epoch": 20, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.01777, "loss_rpn_cls": 0.02362, "loss_rpn_bbox": 0.03142, "loss_cls": 0.17873, "acc": 93.68848, "loss_bbox": 0.20689, "loss_mask": 0.21879, "loss": 0.65945, "time": 0.6666} {"mode": "train", "epoch": 20, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.01725, "loss_rpn_cls": 0.02397, "loss_rpn_bbox": 0.03315, "loss_cls": 0.17667, "acc": 93.65723, "loss_bbox": 0.21341, "loss_mask": 0.21745, "loss": 0.66465, "time": 0.67924} {"mode": "train", "epoch": 20, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.01776, "loss_rpn_cls": 0.02514, "loss_rpn_bbox": 0.03218, "loss_cls": 0.18094, "acc": 93.48071, "loss_bbox": 0.21321, "loss_mask": 0.21423, "loss": 0.66569, "time": 0.67943} {"mode": "train", "epoch": 20, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.01682, "loss_rpn_cls": 0.02392, "loss_rpn_bbox": 0.03092, "loss_cls": 0.1769, "acc": 93.68677, "loss_bbox": 0.20827, "loss_mask": 0.21662, "loss": 0.65663, "time": 0.67692} {"mode": "train", "epoch": 20, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.01555, "loss_rpn_cls": 0.02451, "loss_rpn_bbox": 0.03216, "loss_cls": 0.17022, "acc": 93.90454, "loss_bbox": 0.19968, "loss_mask": 0.20858, "loss": 0.63515, "time": 0.67669} {"mode": "train", "epoch": 20, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.01868, "loss_rpn_cls": 0.02594, "loss_rpn_bbox": 0.0315, "loss_cls": 0.16655, "acc": 94.07104, "loss_bbox": 0.20009, "loss_mask": 0.21853, "loss": 0.64261, "time": 0.68177} {"mode": "train", "epoch": 20, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.01645, "loss_rpn_cls": 0.02282, "loss_rpn_bbox": 0.03028, "loss_cls": 0.14352, "acc": 94.82935, "loss_bbox": 0.17914, "loss_mask": 0.20713, "loss": 0.58289, "time": 0.6641} {"mode": "train", "epoch": 20, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.01773, "loss_rpn_cls": 0.02723, "loss_rpn_bbox": 0.03422, "loss_cls": 0.15727, "acc": 94.17651, "loss_bbox": 0.19572, "loss_mask": 0.21605, "loss": 0.63049, "time": 0.67144} {"mode": "train", "epoch": 20, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.01657, "loss_rpn_cls": 0.02645, "loss_rpn_bbox": 0.02987, "loss_cls": 0.15505, "acc": 94.42212, "loss_bbox": 0.18851, "loss_mask": 0.21894, "loss": 0.61881, "time": 0.67526} {"mode": "train", "epoch": 20, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.01611, "loss_rpn_cls": 0.02362, "loss_rpn_bbox": 0.03093, "loss_cls": 0.16918, "acc": 93.94434, "loss_bbox": 0.20041, "loss_mask": 0.21408, "loss": 0.63822, "time": 0.66922} {"mode": "train", "epoch": 20, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.01886, "loss_rpn_cls": 0.02476, "loss_rpn_bbox": 0.0331, "loss_cls": 0.17097, "acc": 93.93262, "loss_bbox": 0.20501, "loss_mask": 0.22536, "loss": 0.65919, "time": 0.67522} {"mode": "train", "epoch": 20, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.01639, "loss_rpn_cls": 0.02209, "loss_rpn_bbox": 0.03181, "loss_cls": 0.17035, "acc": 93.99268, "loss_bbox": 0.20362, "loss_mask": 0.2139, "loss": 0.64177, "time": 0.67561} {"mode": "train", "epoch": 20, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.01895, "loss_rpn_cls": 0.02343, "loss_rpn_bbox": 0.03163, "loss_cls": 0.17485, "acc": 93.76343, "loss_bbox": 0.20706, "loss_mask": 0.22333, "loss": 0.6603, "time": 0.66591} {"mode": "train", "epoch": 20, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.01547, "loss_rpn_cls": 0.02302, "loss_rpn_bbox": 0.0306, "loss_cls": 0.16844, "acc": 94.19922, "loss_bbox": 0.19237, "loss_mask": 0.21446, "loss": 0.6289, "time": 0.67239} {"mode": "train", "epoch": 20, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.01839, "loss_rpn_cls": 0.0251, "loss_rpn_bbox": 0.03069, "loss_cls": 0.16811, "acc": 94.14722, "loss_bbox": 0.19768, "loss_mask": 0.21672, "loss": 0.6383, "time": 0.67471} {"mode": "train", "epoch": 20, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.0154, "loss_rpn_cls": 0.02499, "loss_rpn_bbox": 0.03146, "loss_cls": 0.17043, "acc": 93.93091, "loss_bbox": 0.20169, "loss_mask": 0.21749, "loss": 0.64606, "time": 0.66521} {"mode": "train", "epoch": 20, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.01818, "loss_rpn_cls": 0.02385, "loss_rpn_bbox": 0.03011, "loss_cls": 0.1717, "acc": 93.96802, "loss_bbox": 0.19872, "loss_mask": 0.2142, "loss": 0.63858, "time": 0.68145} {"mode": "train", "epoch": 20, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.01761, "loss_rpn_cls": 0.02609, "loss_rpn_bbox": 0.03212, "loss_cls": 0.17543, "acc": 93.74951, "loss_bbox": 0.20955, "loss_mask": 0.22141, "loss": 0.6646, "time": 0.66988} {"mode": "train", "epoch": 20, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.01535, "loss_rpn_cls": 0.02694, "loss_rpn_bbox": 0.03354, "loss_cls": 0.16918, "acc": 93.93164, "loss_bbox": 0.20495, "loss_mask": 0.21507, "loss": 0.64968, "time": 0.67462} {"mode": "train", "epoch": 20, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.01712, "loss_rpn_cls": 0.02317, "loss_rpn_bbox": 0.03179, "loss_cls": 0.17165, "acc": 93.90845, "loss_bbox": 0.20965, "loss_mask": 0.21546, "loss": 0.65172, "time": 0.67327} {"mode": "train", "epoch": 20, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.01749, "loss_rpn_cls": 0.02563, "loss_rpn_bbox": 0.03172, "loss_cls": 0.17504, "acc": 93.86572, "loss_bbox": 0.20694, "loss_mask": 0.21964, "loss": 0.65896, "time": 0.66578} {"mode": "train", "epoch": 20, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.01684, "loss_rpn_cls": 0.02422, "loss_rpn_bbox": 0.03065, "loss_cls": 0.17429, "acc": 93.91333, "loss_bbox": 0.19851, "loss_mask": 0.21632, "loss": 0.64399, "time": 0.67531} {"mode": "train", "epoch": 20, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.01732, "loss_rpn_cls": 0.02266, "loss_rpn_bbox": 0.02931, "loss_cls": 0.16226, "acc": 94.11792, "loss_bbox": 0.19802, "loss_mask": 0.21684, "loss": 0.62909, "time": 0.67424} {"mode": "train", "epoch": 20, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.01779, "loss_rpn_cls": 0.02464, "loss_rpn_bbox": 0.03116, "loss_cls": 0.17287, "acc": 93.86938, "loss_bbox": 0.20513, "loss_mask": 0.21428, "loss": 0.64807, "time": 0.67102} {"mode": "train", "epoch": 20, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01716, "loss_rpn_cls": 0.02547, "loss_rpn_bbox": 0.03392, "loss_cls": 0.18501, "acc": 93.53931, "loss_bbox": 0.21548, "loss_mask": 0.22676, "loss": 0.68664, "time": 0.66906} {"mode": "train", "epoch": 20, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.01617, "loss_rpn_cls": 0.02571, "loss_rpn_bbox": 0.03336, "loss_cls": 0.18266, "acc": 93.54126, "loss_bbox": 0.21304, "loss_mask": 0.2187, "loss": 0.67348, "time": 0.67784} {"mode": "train", "epoch": 20, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01701, "loss_rpn_cls": 0.02599, "loss_rpn_bbox": 0.03437, "loss_cls": 0.17788, "acc": 93.75732, "loss_bbox": 0.20322, "loss_mask": 0.21533, "loss": 0.6568, "time": 0.67265} {"mode": "train", "epoch": 20, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.01946, "loss_rpn_cls": 0.02515, "loss_rpn_bbox": 0.03158, "loss_cls": 0.1832, "acc": 93.4707, "loss_bbox": 0.21209, "loss_mask": 0.21811, "loss": 0.67014, "time": 0.68221} {"mode": "train", "epoch": 20, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.01685, "loss_rpn_cls": 0.02459, "loss_rpn_bbox": 0.0334, "loss_cls": 0.18102, "acc": 93.42822, "loss_bbox": 0.21693, "loss_mask": 0.22401, "loss": 0.67995, "time": 0.67338} {"mode": "train", "epoch": 20, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.01491, "loss_rpn_cls": 0.0247, "loss_rpn_bbox": 0.03178, "loss_cls": 0.17577, "acc": 93.61572, "loss_bbox": 0.20991, "loss_mask": 0.21443, "loss": 0.65658, "time": 0.66744} {"mode": "train", "epoch": 20, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.01765, "loss_rpn_cls": 0.02126, "loss_rpn_bbox": 0.02826, "loss_cls": 0.16633, "acc": 94.08008, "loss_bbox": 0.19279, "loss_mask": 0.20522, "loss": 0.61386, "time": 0.66055} {"mode": "train", "epoch": 20, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.01596, "loss_rpn_cls": 0.02659, "loss_rpn_bbox": 0.03383, "loss_cls": 0.18369, "acc": 93.43188, "loss_bbox": 0.21982, "loss_mask": 0.21854, "loss": 0.68247, "time": 0.67031} {"mode": "train", "epoch": 20, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.01912, "loss_rpn_cls": 0.02631, "loss_rpn_bbox": 0.03618, "loss_cls": 0.18713, "acc": 93.46729, "loss_bbox": 0.22087, "loss_mask": 0.22134, "loss": 0.69183, "time": 0.67129} {"mode": "train", "epoch": 20, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.0169, "loss_rpn_cls": 0.0264, "loss_rpn_bbox": 0.0333, "loss_cls": 0.1823, "acc": 93.42969, "loss_bbox": 0.21126, "loss_mask": 0.22104, "loss": 0.67429, "time": 0.66077} {"mode": "train", "epoch": 20, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.01694, "loss_rpn_cls": 0.02333, "loss_rpn_bbox": 0.02847, "loss_cls": 0.16148, "acc": 94.32446, "loss_bbox": 0.1899, "loss_mask": 0.21352, "loss": 0.6167, "time": 0.66853} {"mode": "train", "epoch": 20, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01877, "loss_rpn_cls": 0.0271, "loss_rpn_bbox": 0.03463, "loss_cls": 0.18269, "acc": 93.50342, "loss_bbox": 0.21221, "loss_mask": 0.21881, "loss": 0.67544, "time": 0.66249} {"mode": "train", "epoch": 20, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01544, "loss_rpn_cls": 0.02103, "loss_rpn_bbox": 0.02996, "loss_cls": 0.1602, "acc": 94.22461, "loss_bbox": 0.19609, "loss_mask": 0.20919, "loss": 0.61647, "time": 0.66545} {"mode": "train", "epoch": 20, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01621, "loss_rpn_cls": 0.02602, "loss_rpn_bbox": 0.03037, "loss_cls": 0.17437, "acc": 93.83667, "loss_bbox": 0.20222, "loss_mask": 0.21659, "loss": 0.64958, "time": 0.66874} {"mode": "train", "epoch": 20, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01968, "loss_rpn_cls": 0.0242, "loss_rpn_bbox": 0.03249, "loss_cls": 0.16787, "acc": 94.00708, "loss_bbox": 0.19783, "loss_mask": 0.21207, "loss": 0.63446, "time": 0.66223} {"mode": "train", "epoch": 20, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.01662, "loss_rpn_cls": 0.02487, "loss_rpn_bbox": 0.03034, "loss_cls": 0.17784, "acc": 93.72729, "loss_bbox": 0.20355, "loss_mask": 0.22077, "loss": 0.65737, "time": 0.66514} {"mode": "train", "epoch": 20, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.01575, "loss_rpn_cls": 0.02596, "loss_rpn_bbox": 0.03296, "loss_cls": 0.17462, "acc": 93.67749, "loss_bbox": 0.20878, "loss_mask": 0.22025, "loss": 0.66256, "time": 0.68189} {"mode": "train", "epoch": 20, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01717, "loss_rpn_cls": 0.0274, "loss_rpn_bbox": 0.03391, "loss_cls": 0.18816, "acc": 93.30322, "loss_bbox": 0.2252, "loss_mask": 0.23084, "loss": 0.70551, "time": 0.67231} {"mode": "train", "epoch": 20, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.01908, "loss_rpn_cls": 0.02568, "loss_rpn_bbox": 0.03316, "loss_cls": 0.18145, "acc": 93.49463, "loss_bbox": 0.21233, "loss_mask": 0.2166, "loss": 0.66922, "time": 0.6648} {"mode": "train", "epoch": 20, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.01888, "loss_rpn_cls": 0.02561, "loss_rpn_bbox": 0.03305, "loss_cls": 0.18373, "acc": 93.42749, "loss_bbox": 0.2187, "loss_mask": 0.22196, "loss": 0.68305, "time": 0.67948} {"mode": "train", "epoch": 20, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.01783, "loss_rpn_cls": 0.02541, "loss_rpn_bbox": 0.03137, "loss_cls": 0.17724, "acc": 93.76538, "loss_bbox": 0.20607, "loss_mask": 0.22144, "loss": 0.66153, "time": 0.67564} {"mode": "train", "epoch": 20, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.01601, "loss_rpn_cls": 0.02507, "loss_rpn_bbox": 0.03108, "loss_cls": 0.17968, "acc": 93.53223, "loss_bbox": 0.20845, "loss_mask": 0.21829, "loss": 0.66258, "time": 0.66507} {"mode": "train", "epoch": 20, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01756, "loss_rpn_cls": 0.02461, "loss_rpn_bbox": 0.03195, "loss_cls": 0.17461, "acc": 93.68115, "loss_bbox": 0.20579, "loss_mask": 0.21486, "loss": 0.65182, "time": 0.66173} {"mode": "train", "epoch": 20, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.01575, "loss_rpn_cls": 0.02397, "loss_rpn_bbox": 0.02987, "loss_cls": 0.17065, "acc": 93.93359, "loss_bbox": 0.20051, "loss_mask": 0.21318, "loss": 0.63817, "time": 0.66798} {"mode": "train", "epoch": 20, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.0171, "loss_rpn_cls": 0.02514, "loss_rpn_bbox": 0.0332, "loss_cls": 0.17917, "acc": 93.61255, "loss_bbox": 0.21088, "loss_mask": 0.2198, "loss": 0.6682, "time": 0.67903} {"mode": "train", "epoch": 20, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.01343, "loss_rpn_cls": 0.02279, "loss_rpn_bbox": 0.03052, "loss_cls": 0.16952, "acc": 94.00537, "loss_bbox": 0.20282, "loss_mask": 0.21192, "loss": 0.63757, "time": 0.68153} {"mode": "train", "epoch": 20, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01546, "loss_rpn_cls": 0.02314, "loss_rpn_bbox": 0.03132, "loss_cls": 0.17015, "acc": 93.95752, "loss_bbox": 0.19767, "loss_mask": 0.21818, "loss": 0.64047, "time": 0.68048} {"mode": "train", "epoch": 20, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01708, "loss_rpn_cls": 0.02296, "loss_rpn_bbox": 0.0315, "loss_cls": 0.17373, "acc": 93.89844, "loss_bbox": 0.20378, "loss_mask": 0.21669, "loss": 0.64866, "time": 0.66669} {"mode": "train", "epoch": 20, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.01868, "loss_rpn_cls": 0.02652, "loss_rpn_bbox": 0.03317, "loss_cls": 0.17337, "acc": 93.76367, "loss_bbox": 0.20349, "loss_mask": 0.21809, "loss": 0.65463, "time": 0.66363} {"mode": "train", "epoch": 20, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.02071, "loss_rpn_cls": 0.02484, "loss_rpn_bbox": 0.03512, "loss_cls": 0.17654, "acc": 93.69727, "loss_bbox": 0.21133, "loss_mask": 0.2196, "loss": 0.66743, "time": 0.67408} {"mode": "train", "epoch": 20, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.01683, "loss_rpn_cls": 0.02424, "loss_rpn_bbox": 0.03175, "loss_cls": 0.175, "acc": 93.81494, "loss_bbox": 0.21009, "loss_mask": 0.21998, "loss": 0.66105, "time": 0.66557} {"mode": "train", "epoch": 20, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01638, "loss_rpn_cls": 0.02373, "loss_rpn_bbox": 0.03038, "loss_cls": 0.17502, "acc": 93.71851, "loss_bbox": 0.20977, "loss_mask": 0.22089, "loss": 0.65979, "time": 0.66803} {"mode": "train", "epoch": 20, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.01757, "loss_rpn_cls": 0.02369, "loss_rpn_bbox": 0.03083, "loss_cls": 0.17252, "acc": 93.7334, "loss_bbox": 0.2076, "loss_mask": 0.21826, "loss": 0.6529, "time": 0.65585} {"mode": "train", "epoch": 20, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01888, "loss_rpn_cls": 0.02512, "loss_rpn_bbox": 0.03228, "loss_cls": 0.17634, "acc": 93.6875, "loss_bbox": 0.20804, "loss_mask": 0.21825, "loss": 0.66003, "time": 0.6722} {"mode": "train", "epoch": 20, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.01667, "loss_rpn_cls": 0.02438, "loss_rpn_bbox": 0.03126, "loss_cls": 0.17542, "acc": 93.55566, "loss_bbox": 0.21381, "loss_mask": 0.2192, "loss": 0.66408, "time": 0.6772} {"mode": "train", "epoch": 20, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.01551, "loss_rpn_cls": 0.0241, "loss_rpn_bbox": 0.03154, "loss_cls": 0.17052, "acc": 94.0813, "loss_bbox": 0.20237, "loss_mask": 0.2156, "loss": 0.64413, "time": 0.65947} {"mode": "train", "epoch": 20, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.01972, "loss_rpn_cls": 0.02676, "loss_rpn_bbox": 0.03272, "loss_cls": 0.18282, "acc": 93.58862, "loss_bbox": 0.21258, "loss_mask": 0.21932, "loss": 0.67421, "time": 0.67311} {"mode": "train", "epoch": 20, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.01661, "loss_rpn_cls": 0.02518, "loss_rpn_bbox": 0.03222, "loss_cls": 0.17602, "acc": 93.60327, "loss_bbox": 0.20895, "loss_mask": 0.22257, "loss": 0.66494, "time": 0.67594} {"mode": "train", "epoch": 20, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.01555, "loss_rpn_cls": 0.02492, "loss_rpn_bbox": 0.03117, "loss_cls": 0.17356, "acc": 93.79102, "loss_bbox": 0.20553, "loss_mask": 0.21814, "loss": 0.65333, "time": 0.66521} {"mode": "train", "epoch": 20, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.01603, "loss_rpn_cls": 0.0262, "loss_rpn_bbox": 0.03363, "loss_cls": 0.17243, "acc": 93.81177, "loss_bbox": 0.21, "loss_mask": 0.22325, "loss": 0.66551, "time": 0.66329} {"mode": "train", "epoch": 20, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.0169, "loss_rpn_cls": 0.0253, "loss_rpn_bbox": 0.03124, "loss_cls": 0.16704, "acc": 94.09937, "loss_bbox": 0.19831, "loss_mask": 0.2197, "loss": 0.64157, "time": 0.67672} {"mode": "train", "epoch": 20, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.01714, "loss_rpn_cls": 0.02619, "loss_rpn_bbox": 0.03448, "loss_cls": 0.18593, "acc": 93.33594, "loss_bbox": 0.21309, "loss_mask": 0.22314, "loss": 0.68283, "time": 0.68294} {"mode": "train", "epoch": 20, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.01725, "loss_rpn_cls": 0.02512, "loss_rpn_bbox": 0.03111, "loss_cls": 0.18108, "acc": 93.64624, "loss_bbox": 0.20656, "loss_mask": 0.22222, "loss": 0.66609, "time": 0.66998} {"mode": "train", "epoch": 20, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.01786, "loss_rpn_cls": 0.02544, "loss_rpn_bbox": 0.03085, "loss_cls": 0.17813, "acc": 93.63159, "loss_bbox": 0.211, "loss_mask": 0.22275, "loss": 0.66817, "time": 0.6822} {"mode": "train", "epoch": 20, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.01701, "loss_rpn_cls": 0.02552, "loss_rpn_bbox": 0.03128, "loss_cls": 0.17299, "acc": 93.91675, "loss_bbox": 0.19988, "loss_mask": 0.21486, "loss": 0.64453, "time": 0.66983} {"mode": "train", "epoch": 20, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.01885, "loss_rpn_cls": 0.02504, "loss_rpn_bbox": 0.03269, "loss_cls": 0.16844, "acc": 93.88306, "loss_bbox": 0.20854, "loss_mask": 0.21721, "loss": 0.65191, "time": 0.6728} {"mode": "train", "epoch": 20, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.01849, "loss_rpn_cls": 0.02466, "loss_rpn_bbox": 0.03155, "loss_cls": 0.17066, "acc": 93.90137, "loss_bbox": 0.20545, "loss_mask": 0.21457, "loss": 0.64688, "time": 0.68039} {"mode": "train", "epoch": 20, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.01694, "loss_rpn_cls": 0.02717, "loss_rpn_bbox": 0.03329, "loss_cls": 0.18869, "acc": 93.38135, "loss_bbox": 0.21867, "loss_mask": 0.22268, "loss": 0.69051, "time": 0.66398} {"mode": "train", "epoch": 20, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.01415, "loss_rpn_cls": 0.02292, "loss_rpn_bbox": 0.03112, "loss_cls": 0.16971, "acc": 94.04517, "loss_bbox": 0.20192, "loss_mask": 0.219, "loss": 0.64466, "time": 0.66256} {"mode": "train", "epoch": 20, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.01873, "loss_rpn_cls": 0.02653, "loss_rpn_bbox": 0.03552, "loss_cls": 0.18304, "acc": 93.5083, "loss_bbox": 0.21319, "loss_mask": 0.22292, "loss": 0.6812, "time": 0.67934} {"mode": "train", "epoch": 20, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.01716, "loss_rpn_cls": 0.02367, "loss_rpn_bbox": 0.03115, "loss_cls": 0.17319, "acc": 93.94019, "loss_bbox": 0.20407, "loss_mask": 0.21962, "loss": 0.65171, "time": 0.67058} {"mode": "train", "epoch": 20, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.01531, "loss_rpn_cls": 0.02623, "loss_rpn_bbox": 0.03089, "loss_cls": 0.18624, "acc": 93.50244, "loss_bbox": 0.20914, "loss_mask": 0.22033, "loss": 0.67282, "time": 0.67669} {"mode": "train", "epoch": 20, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.0176, "loss_rpn_cls": 0.02549, "loss_rpn_bbox": 0.03363, "loss_cls": 0.17604, "acc": 93.74243, "loss_bbox": 0.21282, "loss_mask": 0.21881, "loss": 0.66678, "time": 0.66665} {"mode": "train", "epoch": 20, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.01812, "loss_rpn_cls": 0.02795, "loss_rpn_bbox": 0.0331, "loss_cls": 0.17609, "acc": 93.83813, "loss_bbox": 0.20561, "loss_mask": 0.21857, "loss": 0.66132, "time": 0.66717} {"mode": "train", "epoch": 20, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.01824, "loss_rpn_cls": 0.02547, "loss_rpn_bbox": 0.0327, "loss_cls": 0.16621, "acc": 94.07056, "loss_bbox": 0.20477, "loss_mask": 0.21045, "loss": 0.63961, "time": 0.67387} {"mode": "train", "epoch": 20, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.01731, "loss_rpn_cls": 0.02405, "loss_rpn_bbox": 0.03192, "loss_cls": 0.16887, "acc": 94.11597, "loss_bbox": 0.19785, "loss_mask": 0.21322, "loss": 0.63591, "time": 0.67296} {"mode": "train", "epoch": 20, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.01766, "loss_rpn_cls": 0.02522, "loss_rpn_bbox": 0.03253, "loss_cls": 0.17191, "acc": 93.78076, "loss_bbox": 0.20399, "loss_mask": 0.21748, "loss": 0.65113, "time": 0.66521} {"mode": "train", "epoch": 20, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.01627, "loss_rpn_cls": 0.02143, "loss_rpn_bbox": 0.03012, "loss_cls": 0.17517, "acc": 93.8291, "loss_bbox": 0.20089, "loss_mask": 0.21167, "loss": 0.63928, "time": 0.66565} {"mode": "train", "epoch": 20, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01846, "loss_rpn_cls": 0.02563, "loss_rpn_bbox": 0.03224, "loss_cls": 0.15562, "acc": 94.50049, "loss_bbox": 0.18405, "loss_mask": 0.21216, "loss": 0.60969, "time": 0.66898} {"mode": "train", "epoch": 20, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.01543, "loss_rpn_cls": 0.02669, "loss_rpn_bbox": 0.03353, "loss_cls": 0.15969, "acc": 94.302, "loss_bbox": 0.1888, "loss_mask": 0.21885, "loss": 0.62756, "time": 0.67914} {"mode": "train", "epoch": 20, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.02049, "loss_rpn_cls": 0.02701, "loss_rpn_bbox": 0.03495, "loss_cls": 0.19897, "acc": 93.37451, "loss_bbox": 0.22685, "loss_mask": 0.22412, "loss": 0.7119, "time": 0.68055} {"mode": "train", "epoch": 20, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.01729, "loss_rpn_cls": 0.02745, "loss_rpn_bbox": 0.03288, "loss_cls": 0.1785, "acc": 93.76953, "loss_bbox": 0.2065, "loss_mask": 0.22007, "loss": 0.66539, "time": 0.66689} {"mode": "train", "epoch": 20, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01888, "loss_rpn_cls": 0.02273, "loss_rpn_bbox": 0.03169, "loss_cls": 0.17152, "acc": 93.85571, "loss_bbox": 0.20855, "loss_mask": 0.21898, "loss": 0.65346, "time": 0.66937} {"mode": "train", "epoch": 20, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.01744, "loss_rpn_cls": 0.02759, "loss_rpn_bbox": 0.03294, "loss_cls": 0.17958, "acc": 93.58276, "loss_bbox": 0.20784, "loss_mask": 0.22241, "loss": 0.67036, "time": 0.67336} {"mode": "train", "epoch": 20, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.01644, "loss_rpn_cls": 0.02311, "loss_rpn_bbox": 0.02956, "loss_cls": 0.17038, "acc": 93.97388, "loss_bbox": 0.19939, "loss_mask": 0.21935, "loss": 0.64179, "time": 0.66238} {"mode": "train", "epoch": 20, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01883, "loss_rpn_cls": 0.02502, "loss_rpn_bbox": 0.03221, "loss_cls": 0.1751, "acc": 93.79346, "loss_bbox": 0.20689, "loss_mask": 0.21903, "loss": 0.65824, "time": 0.67554} {"mode": "train", "epoch": 20, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.01689, "loss_rpn_cls": 0.02578, "loss_rpn_bbox": 0.03112, "loss_cls": 0.15502, "acc": 94.60254, "loss_bbox": 0.17883, "loss_mask": 0.21306, "loss": 0.60381, "time": 0.68742} {"mode": "train", "epoch": 20, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.01597, "loss_rpn_cls": 0.0244, "loss_rpn_bbox": 0.03178, "loss_cls": 0.15881, "acc": 94.31689, "loss_bbox": 0.19583, "loss_mask": 0.21494, "loss": 0.62575, "time": 0.6764} {"mode": "train", "epoch": 20, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.01773, "loss_rpn_cls": 0.02411, "loss_rpn_bbox": 0.03172, "loss_cls": 0.1748, "acc": 93.81177, "loss_bbox": 0.21001, "loss_mask": 0.22301, "loss": 0.66365, "time": 0.66655} {"mode": "train", "epoch": 20, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.01742, "loss_rpn_cls": 0.02527, "loss_rpn_bbox": 0.03058, "loss_cls": 0.16308, "acc": 94.19873, "loss_bbox": 0.1956, "loss_mask": 0.21793, "loss": 0.63246, "time": 0.66775} {"mode": "train", "epoch": 20, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.01581, "loss_rpn_cls": 0.02403, "loss_rpn_bbox": 0.03072, "loss_cls": 0.17121, "acc": 94.01245, "loss_bbox": 0.19868, "loss_mask": 0.212, "loss": 0.63665, "time": 0.66579} {"mode": "train", "epoch": 20, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.01907, "loss_rpn_cls": 0.02621, "loss_rpn_bbox": 0.03367, "loss_cls": 0.18636, "acc": 93.42993, "loss_bbox": 0.21674, "loss_mask": 0.2204, "loss": 0.68337, "time": 0.68073} {"mode": "train", "epoch": 20, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01712, "loss_rpn_cls": 0.02516, "loss_rpn_bbox": 0.03177, "loss_cls": 0.16659, "acc": 94.11377, "loss_bbox": 0.20115, "loss_mask": 0.21887, "loss": 0.64354, "time": 0.66485} {"mode": "train", "epoch": 20, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01662, "loss_rpn_cls": 0.02384, "loss_rpn_bbox": 0.03196, "loss_cls": 0.17035, "acc": 93.90479, "loss_bbox": 0.20571, "loss_mask": 0.21557, "loss": 0.64743, "time": 0.66616} {"mode": "train", "epoch": 20, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.01822, "loss_rpn_cls": 0.02429, "loss_rpn_bbox": 0.03148, "loss_cls": 0.17028, "acc": 93.87915, "loss_bbox": 0.20263, "loss_mask": 0.2142, "loss": 0.64288, "time": 0.67213} {"mode": "train", "epoch": 20, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.01672, "loss_rpn_cls": 0.02421, "loss_rpn_bbox": 0.03164, "loss_cls": 0.16614, "acc": 94.06274, "loss_bbox": 0.19936, "loss_mask": 0.21457, "loss": 0.63593, "time": 0.67344} {"mode": "train", "epoch": 20, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.01555, "loss_rpn_cls": 0.02258, "loss_rpn_bbox": 0.03125, "loss_cls": 0.15376, "acc": 94.54956, "loss_bbox": 0.188, "loss_mask": 0.21064, "loss": 0.60623, "time": 0.67014} {"mode": "train", "epoch": 20, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.01738, "loss_rpn_cls": 0.02338, "loss_rpn_bbox": 0.03086, "loss_cls": 0.15659, "acc": 94.45923, "loss_bbox": 0.18236, "loss_mask": 0.20412, "loss": 0.5973, "time": 0.68207} {"mode": "train", "epoch": 20, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.01682, "loss_rpn_cls": 0.02271, "loss_rpn_bbox": 0.03231, "loss_cls": 0.16051, "acc": 94.3562, "loss_bbox": 0.1879, "loss_mask": 0.21044, "loss": 0.61387, "time": 0.68238} {"mode": "train", "epoch": 20, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.01916, "loss_rpn_cls": 0.02481, "loss_rpn_bbox": 0.03184, "loss_cls": 0.16195, "acc": 94.23657, "loss_bbox": 0.19273, "loss_mask": 0.21223, "loss": 0.62356, "time": 0.66479} {"mode": "train", "epoch": 20, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.01666, "loss_rpn_cls": 0.0255, "loss_rpn_bbox": 0.03179, "loss_cls": 0.16477, "acc": 94.25586, "loss_bbox": 0.19657, "loss_mask": 0.21439, "loss": 0.63302, "time": 0.66834} {"mode": "train", "epoch": 20, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01728, "loss_rpn_cls": 0.02262, "loss_rpn_bbox": 0.02971, "loss_cls": 0.16229, "acc": 94.19141, "loss_bbox": 0.19269, "loss_mask": 0.21278, "loss": 0.62009, "time": 0.67021} {"mode": "train", "epoch": 20, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01677, "loss_rpn_cls": 0.02404, "loss_rpn_bbox": 0.03093, "loss_cls": 0.16288, "acc": 94.26172, "loss_bbox": 0.1898, "loss_mask": 0.20782, "loss": 0.61547, "time": 0.66623} {"mode": "val", "epoch": 20, "iter": 625, "lr": 0.0, "bbox_mAP": 0.5073, "bbox_mAP_50": 0.7315, "bbox_mAP_75": 0.5622, "bbox_mAP_s": 0.3606, "bbox_mAP_m": 0.5505, "bbox_mAP_l": 0.6413, "bbox_mAP_copypaste": "0.5073 0.7315 0.5622 0.3606 0.5505 0.6413", "segm_mAP": 0.4498, "segm_mAP_50": 0.7012, "segm_mAP_75": 0.4842, "segm_mAP_s": 0.2619, "segm_mAP_m": 0.4909, "segm_mAP_l": 0.6395, "segm_mAP_copypaste": "0.4498 0.7012 0.4842 0.2619 0.4909 0.6395"} {"mode": "train", "epoch": 21, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.72204, "loss_rpn_cls": 0.02265, "loss_rpn_bbox": 0.03285, "loss_cls": 0.1765, "acc": 93.75146, "loss_bbox": 0.21006, "loss_mask": 0.222, "loss": 0.66407, "time": 1.39176} {"mode": "train", "epoch": 21, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.01691, "loss_rpn_cls": 0.02384, "loss_rpn_bbox": 0.03236, "loss_cls": 0.16201, "acc": 94.19409, "loss_bbox": 0.19486, "loss_mask": 0.21069, "loss": 0.62376, "time": 0.68616} {"mode": "train", "epoch": 21, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.01708, "loss_rpn_cls": 0.02373, "loss_rpn_bbox": 0.03141, "loss_cls": 0.16747, "acc": 94.09937, "loss_bbox": 0.20576, "loss_mask": 0.21724, "loss": 0.6456, "time": 0.66304} {"mode": "train", "epoch": 21, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.01999, "loss_rpn_cls": 0.02482, "loss_rpn_bbox": 0.03358, "loss_cls": 0.17784, "acc": 93.50244, "loss_bbox": 0.21289, "loss_mask": 0.22024, "loss": 0.66936, "time": 0.67078} {"mode": "train", "epoch": 21, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.01564, "loss_rpn_cls": 0.0245, "loss_rpn_bbox": 0.03154, "loss_cls": 0.1705, "acc": 93.90796, "loss_bbox": 0.2044, "loss_mask": 0.21716, "loss": 0.6481, "time": 0.67776} {"mode": "train", "epoch": 21, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.01717, "loss_rpn_cls": 0.02438, "loss_rpn_bbox": 0.03053, "loss_cls": 0.16731, "acc": 94.01978, "loss_bbox": 0.19972, "loss_mask": 0.2152, "loss": 0.63715, "time": 0.66534} {"mode": "train", "epoch": 21, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.01631, "loss_rpn_cls": 0.02531, "loss_rpn_bbox": 0.03054, "loss_cls": 0.16802, "acc": 94.0, "loss_bbox": 0.19719, "loss_mask": 0.21218, "loss": 0.63323, "time": 0.6684} {"mode": "train", "epoch": 21, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.0184, "loss_rpn_cls": 0.02319, "loss_rpn_bbox": 0.03228, "loss_cls": 0.15929, "acc": 94.24438, "loss_bbox": 0.19763, "loss_mask": 0.21649, "loss": 0.62888, "time": 0.66975} {"mode": "train", "epoch": 21, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.01783, "loss_rpn_cls": 0.02452, "loss_rpn_bbox": 0.0317, "loss_cls": 0.16474, "acc": 94.0686, "loss_bbox": 0.19792, "loss_mask": 0.21355, "loss": 0.63243, "time": 0.68357} {"mode": "train", "epoch": 21, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.01725, "loss_rpn_cls": 0.02254, "loss_rpn_bbox": 0.03183, "loss_cls": 0.16829, "acc": 93.92993, "loss_bbox": 0.2071, "loss_mask": 0.22114, "loss": 0.6509, "time": 0.66882} {"mode": "train", "epoch": 21, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01804, "loss_rpn_cls": 0.02371, "loss_rpn_bbox": 0.03028, "loss_cls": 0.16983, "acc": 94.05371, "loss_bbox": 0.19969, "loss_mask": 0.21032, "loss": 0.63383, "time": 0.67627} {"mode": "train", "epoch": 21, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.01697, "loss_rpn_cls": 0.02395, "loss_rpn_bbox": 0.03094, "loss_cls": 0.169, "acc": 93.95703, "loss_bbox": 0.20579, "loss_mask": 0.21886, "loss": 0.64853, "time": 0.67108} {"mode": "train", "epoch": 21, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.01525, "loss_rpn_cls": 0.02622, "loss_rpn_bbox": 0.0342, "loss_cls": 0.1761, "acc": 93.61646, "loss_bbox": 0.21346, "loss_mask": 0.21646, "loss": 0.66644, "time": 0.67672} {"mode": "train", "epoch": 21, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.01722, "loss_rpn_cls": 0.02519, "loss_rpn_bbox": 0.03307, "loss_cls": 0.17843, "acc": 93.53833, "loss_bbox": 0.2158, "loss_mask": 0.21687, "loss": 0.66936, "time": 0.66613} {"mode": "train", "epoch": 21, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.0163, "loss_rpn_cls": 0.02471, "loss_rpn_bbox": 0.03105, "loss_cls": 0.16835, "acc": 93.86011, "loss_bbox": 0.20166, "loss_mask": 0.21385, "loss": 0.63961, "time": 0.66898} {"mode": "train", "epoch": 21, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.01651, "loss_rpn_cls": 0.0252, "loss_rpn_bbox": 0.03117, "loss_cls": 0.17247, "acc": 93.85864, "loss_bbox": 0.20461, "loss_mask": 0.21436, "loss": 0.64782, "time": 0.67932} {"mode": "train", "epoch": 21, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.01511, "loss_rpn_cls": 0.02535, "loss_rpn_bbox": 0.03077, "loss_cls": 0.16349, "acc": 94.07104, "loss_bbox": 0.19424, "loss_mask": 0.21075, "loss": 0.6246, "time": 0.66728} {"mode": "train", "epoch": 21, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.0166, "loss_rpn_cls": 0.02617, "loss_rpn_bbox": 0.03421, "loss_cls": 0.18071, "acc": 93.53735, "loss_bbox": 0.21504, "loss_mask": 0.22191, "loss": 0.67804, "time": 0.66052} {"mode": "train", "epoch": 21, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.01602, "loss_rpn_cls": 0.02739, "loss_rpn_bbox": 0.03494, "loss_cls": 0.18891, "acc": 93.427, "loss_bbox": 0.21382, "loss_mask": 0.21555, "loss": 0.68061, "time": 0.67766} {"mode": "train", "epoch": 21, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.01642, "loss_rpn_cls": 0.02322, "loss_rpn_bbox": 0.03109, "loss_cls": 0.16997, "acc": 93.86963, "loss_bbox": 0.19958, "loss_mask": 0.21471, "loss": 0.63858, "time": 0.67133} {"mode": "train", "epoch": 21, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01807, "loss_rpn_cls": 0.0257, "loss_rpn_bbox": 0.0328, "loss_cls": 0.1851, "acc": 93.3833, "loss_bbox": 0.22154, "loss_mask": 0.22206, "loss": 0.6872, "time": 0.65989} {"mode": "train", "epoch": 21, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.01754, "loss_rpn_cls": 0.02366, "loss_rpn_bbox": 0.03004, "loss_cls": 0.17097, "acc": 93.83105, "loss_bbox": 0.20126, "loss_mask": 0.21448, "loss": 0.64042, "time": 0.67648} {"mode": "train", "epoch": 21, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.01711, "loss_rpn_cls": 0.02506, "loss_rpn_bbox": 0.03127, "loss_cls": 0.16945, "acc": 93.90381, "loss_bbox": 0.2024, "loss_mask": 0.2224, "loss": 0.65058, "time": 0.6596} {"mode": "train", "epoch": 21, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.01672, "loss_rpn_cls": 0.02708, "loss_rpn_bbox": 0.03363, "loss_cls": 0.1785, "acc": 93.61841, "loss_bbox": 0.20777, "loss_mask": 0.21827, "loss": 0.66525, "time": 0.66882} {"mode": "train", "epoch": 21, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.01549, "loss_rpn_cls": 0.02556, "loss_rpn_bbox": 0.03283, "loss_cls": 0.16585, "acc": 94.12109, "loss_bbox": 0.20101, "loss_mask": 0.22106, "loss": 0.6463, "time": 0.6733} {"mode": "train", "epoch": 21, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.01846, "loss_rpn_cls": 0.02776, "loss_rpn_bbox": 0.03411, "loss_cls": 0.18672, "acc": 93.36865, "loss_bbox": 0.21785, "loss_mask": 0.2235, "loss": 0.68994, "time": 0.66836} {"mode": "train", "epoch": 21, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01359, "loss_rpn_cls": 0.02281, "loss_rpn_bbox": 0.03108, "loss_cls": 0.16833, "acc": 93.9917, "loss_bbox": 0.20125, "loss_mask": 0.21677, "loss": 0.64025, "time": 0.66898} {"mode": "train", "epoch": 21, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01814, "loss_rpn_cls": 0.02688, "loss_rpn_bbox": 0.03213, "loss_cls": 0.17239, "acc": 93.87744, "loss_bbox": 0.2059, "loss_mask": 0.21889, "loss": 0.6562, "time": 0.67512} {"mode": "train", "epoch": 21, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.01619, "loss_rpn_cls": 0.02438, "loss_rpn_bbox": 0.03164, "loss_cls": 0.1728, "acc": 93.75146, "loss_bbox": 0.20633, "loss_mask": 0.21804, "loss": 0.65319, "time": 0.6649} {"mode": "train", "epoch": 21, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.01585, "loss_rpn_cls": 0.02229, "loss_rpn_bbox": 0.03011, "loss_cls": 0.16231, "acc": 94.16382, "loss_bbox": 0.19698, "loss_mask": 0.21141, "loss": 0.6231, "time": 0.66656} {"mode": "train", "epoch": 21, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.01623, "loss_rpn_cls": 0.02633, "loss_rpn_bbox": 0.03219, "loss_cls": 0.17404, "acc": 93.78369, "loss_bbox": 0.20895, "loss_mask": 0.21671, "loss": 0.65822, "time": 0.66644} {"mode": "train", "epoch": 21, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.01905, "loss_rpn_cls": 0.02638, "loss_rpn_bbox": 0.03312, "loss_cls": 0.18125, "acc": 93.53076, "loss_bbox": 0.21435, "loss_mask": 0.22255, "loss": 0.67765, "time": 0.668} {"mode": "train", "epoch": 21, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.01717, "loss_rpn_cls": 0.02369, "loss_rpn_bbox": 0.0309, "loss_cls": 0.16612, "acc": 94.01831, "loss_bbox": 0.2021, "loss_mask": 0.21413, "loss": 0.63694, "time": 0.67817} {"mode": "train", "epoch": 21, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.01677, "loss_rpn_cls": 0.02197, "loss_rpn_bbox": 0.03132, "loss_cls": 0.1674, "acc": 93.98193, "loss_bbox": 0.19645, "loss_mask": 0.21717, "loss": 0.63432, "time": 0.66831} {"mode": "train", "epoch": 21, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.01773, "loss_rpn_cls": 0.02428, "loss_rpn_bbox": 0.03477, "loss_cls": 0.17949, "acc": 93.51855, "loss_bbox": 0.21465, "loss_mask": 0.22038, "loss": 0.67358, "time": 0.67085} {"mode": "train", "epoch": 21, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.01932, "loss_rpn_cls": 0.02604, "loss_rpn_bbox": 0.03333, "loss_cls": 0.17475, "acc": 93.78906, "loss_bbox": 0.20631, "loss_mask": 0.21294, "loss": 0.65337, "time": 0.67126} {"mode": "train", "epoch": 21, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.01782, "loss_rpn_cls": 0.02357, "loss_rpn_bbox": 0.03047, "loss_cls": 0.16533, "acc": 94.12134, "loss_bbox": 0.20022, "loss_mask": 0.21381, "loss": 0.63338, "time": 0.66818} {"mode": "train", "epoch": 21, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.01647, "loss_rpn_cls": 0.02196, "loss_rpn_bbox": 0.03006, "loss_cls": 0.17717, "acc": 93.73193, "loss_bbox": 0.20748, "loss_mask": 0.21266, "loss": 0.64933, "time": 0.68021} {"mode": "train", "epoch": 21, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.01793, "loss_rpn_cls": 0.02554, "loss_rpn_bbox": 0.0327, "loss_cls": 0.17174, "acc": 93.75513, "loss_bbox": 0.20231, "loss_mask": 0.21757, "loss": 0.64986, "time": 0.66762} {"mode": "train", "epoch": 21, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.01704, "loss_rpn_cls": 0.02479, "loss_rpn_bbox": 0.03027, "loss_cls": 0.16645, "acc": 94.00293, "loss_bbox": 0.19493, "loss_mask": 0.21137, "loss": 0.62781, "time": 0.67486} {"mode": "train", "epoch": 21, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.01699, "loss_rpn_cls": 0.02575, "loss_rpn_bbox": 0.03047, "loss_cls": 0.17025, "acc": 93.93555, "loss_bbox": 0.20354, "loss_mask": 0.216, "loss": 0.64602, "time": 0.66643} {"mode": "train", "epoch": 21, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.01786, "loss_rpn_cls": 0.02462, "loss_rpn_bbox": 0.0342, "loss_cls": 0.17888, "acc": 93.40039, "loss_bbox": 0.21703, "loss_mask": 0.22173, "loss": 0.67646, "time": 0.67154} {"mode": "train", "epoch": 21, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.01715, "loss_rpn_cls": 0.02379, "loss_rpn_bbox": 0.03131, "loss_cls": 0.17499, "acc": 93.63525, "loss_bbox": 0.21188, "loss_mask": 0.21918, "loss": 0.66116, "time": 0.67694} {"mode": "train", "epoch": 21, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.01629, "loss_rpn_cls": 0.02094, "loss_rpn_bbox": 0.02926, "loss_cls": 0.17096, "acc": 93.94849, "loss_bbox": 0.20488, "loss_mask": 0.21555, "loss": 0.64159, "time": 0.66803} {"mode": "train", "epoch": 21, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.01996, "loss_rpn_cls": 0.02603, "loss_rpn_bbox": 0.0308, "loss_cls": 0.16895, "acc": 93.94312, "loss_bbox": 0.20237, "loss_mask": 0.21688, "loss": 0.64503, "time": 0.68042} {"mode": "train", "epoch": 21, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.01817, "loss_rpn_cls": 0.02847, "loss_rpn_bbox": 0.03273, "loss_cls": 0.17071, "acc": 93.79907, "loss_bbox": 0.20821, "loss_mask": 0.21838, "loss": 0.6585, "time": 0.66914} {"mode": "train", "epoch": 21, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.01707, "loss_rpn_cls": 0.02693, "loss_rpn_bbox": 0.03473, "loss_cls": 0.17792, "acc": 93.56421, "loss_bbox": 0.21497, "loss_mask": 0.21364, "loss": 0.6682, "time": 0.6701} {"mode": "train", "epoch": 21, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.0179, "loss_rpn_cls": 0.02438, "loss_rpn_bbox": 0.03181, "loss_cls": 0.1716, "acc": 93.79541, "loss_bbox": 0.20646, "loss_mask": 0.21624, "loss": 0.65049, "time": 0.67804} {"mode": "train", "epoch": 21, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.01463, "loss_rpn_cls": 0.02363, "loss_rpn_bbox": 0.03055, "loss_cls": 0.16853, "acc": 93.97607, "loss_bbox": 0.20086, "loss_mask": 0.20902, "loss": 0.63258, "time": 0.67394} {"mode": "train", "epoch": 21, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.01753, "loss_rpn_cls": 0.02381, "loss_rpn_bbox": 0.03251, "loss_cls": 0.17321, "acc": 93.78589, "loss_bbox": 0.20843, "loss_mask": 0.22296, "loss": 0.66092, "time": 0.67802} {"mode": "train", "epoch": 21, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.01552, "loss_rpn_cls": 0.02594, "loss_rpn_bbox": 0.03136, "loss_cls": 0.16582, "acc": 94.08984, "loss_bbox": 0.2, "loss_mask": 0.2147, "loss": 0.63782, "time": 0.67157} {"mode": "train", "epoch": 21, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.01569, "loss_rpn_cls": 0.02305, "loss_rpn_bbox": 0.03009, "loss_cls": 0.16588, "acc": 94.05127, "loss_bbox": 0.19503, "loss_mask": 0.21188, "loss": 0.62592, "time": 0.66059} {"mode": "train", "epoch": 21, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.01827, "loss_rpn_cls": 0.02466, "loss_rpn_bbox": 0.03235, "loss_cls": 0.16729, "acc": 93.97949, "loss_bbox": 0.20254, "loss_mask": 0.20947, "loss": 0.6363, "time": 0.687} {"mode": "train", "epoch": 21, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.01689, "loss_rpn_cls": 0.02455, "loss_rpn_bbox": 0.0318, "loss_cls": 0.1663, "acc": 94.07593, "loss_bbox": 0.19998, "loss_mask": 0.21912, "loss": 0.64174, "time": 0.66868} {"mode": "train", "epoch": 21, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.0169, "loss_rpn_cls": 0.02125, "loss_rpn_bbox": 0.02869, "loss_cls": 0.15281, "acc": 94.44971, "loss_bbox": 0.18961, "loss_mask": 0.20721, "loss": 0.59956, "time": 0.67234} {"mode": "train", "epoch": 21, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.01757, "loss_rpn_cls": 0.02337, "loss_rpn_bbox": 0.02989, "loss_cls": 0.16308, "acc": 94.16895, "loss_bbox": 0.19423, "loss_mask": 0.20891, "loss": 0.61947, "time": 0.6692} {"mode": "train", "epoch": 21, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.01703, "loss_rpn_cls": 0.02232, "loss_rpn_bbox": 0.02894, "loss_cls": 0.1628, "acc": 94.14624, "loss_bbox": 0.19499, "loss_mask": 0.21006, "loss": 0.61912, "time": 0.65933} {"mode": "train", "epoch": 21, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.01856, "loss_rpn_cls": 0.02514, "loss_rpn_bbox": 0.03141, "loss_cls": 0.17757, "acc": 93.70435, "loss_bbox": 0.20996, "loss_mask": 0.2267, "loss": 0.67077, "time": 0.66812} {"mode": "train", "epoch": 21, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.01765, "loss_rpn_cls": 0.02305, "loss_rpn_bbox": 0.03122, "loss_cls": 0.17548, "acc": 93.67603, "loss_bbox": 0.20799, "loss_mask": 0.2177, "loss": 0.65544, "time": 0.67098} {"mode": "train", "epoch": 21, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.01912, "loss_rpn_cls": 0.02487, "loss_rpn_bbox": 0.03269, "loss_cls": 0.1765, "acc": 93.7522, "loss_bbox": 0.20887, "loss_mask": 0.21495, "loss": 0.65787, "time": 0.68263} {"mode": "train", "epoch": 21, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.01543, "loss_rpn_cls": 0.02635, "loss_rpn_bbox": 0.03236, "loss_cls": 0.16439, "acc": 94.19409, "loss_bbox": 0.19751, "loss_mask": 0.21376, "loss": 0.63436, "time": 0.65304} {"mode": "train", "epoch": 21, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.01663, "loss_rpn_cls": 0.02332, "loss_rpn_bbox": 0.02896, "loss_cls": 0.16605, "acc": 94.03687, "loss_bbox": 0.19467, "loss_mask": 0.20752, "loss": 0.62052, "time": 0.67206} {"mode": "train", "epoch": 21, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.01686, "loss_rpn_cls": 0.02443, "loss_rpn_bbox": 0.03104, "loss_cls": 0.16615, "acc": 93.99902, "loss_bbox": 0.20422, "loss_mask": 0.21687, "loss": 0.64271, "time": 0.65957} {"mode": "train", "epoch": 21, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01655, "loss_rpn_cls": 0.02483, "loss_rpn_bbox": 0.03, "loss_cls": 0.17241, "acc": 93.92798, "loss_bbox": 0.20298, "loss_mask": 0.22042, "loss": 0.65065, "time": 0.66661} {"mode": "train", "epoch": 21, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.01574, "loss_rpn_cls": 0.02429, "loss_rpn_bbox": 0.0328, "loss_cls": 0.16973, "acc": 93.96362, "loss_bbox": 0.20542, "loss_mask": 0.21377, "loss": 0.64601, "time": 0.66636} {"mode": "train", "epoch": 21, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01641, "loss_rpn_cls": 0.02281, "loss_rpn_bbox": 0.03014, "loss_cls": 0.16394, "acc": 94.07837, "loss_bbox": 0.20203, "loss_mask": 0.21447, "loss": 0.63338, "time": 0.6754} {"mode": "train", "epoch": 21, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.01593, "loss_rpn_cls": 0.02435, "loss_rpn_bbox": 0.03146, "loss_cls": 0.16948, "acc": 94.0144, "loss_bbox": 0.19931, "loss_mask": 0.20954, "loss": 0.63415, "time": 0.67401} {"mode": "train", "epoch": 21, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.0192, "loss_rpn_cls": 0.02596, "loss_rpn_bbox": 0.03523, "loss_cls": 0.18639, "acc": 93.44238, "loss_bbox": 0.21594, "loss_mask": 0.21923, "loss": 0.68276, "time": 0.68262} {"mode": "train", "epoch": 21, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.01548, "loss_rpn_cls": 0.0271, "loss_rpn_bbox": 0.0324, "loss_cls": 0.17932, "acc": 93.67505, "loss_bbox": 0.20871, "loss_mask": 0.22088, "loss": 0.66841, "time": 0.6673} {"mode": "train", "epoch": 21, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.01554, "loss_rpn_cls": 0.02358, "loss_rpn_bbox": 0.03216, "loss_cls": 0.17013, "acc": 93.92798, "loss_bbox": 0.20345, "loss_mask": 0.22154, "loss": 0.65087, "time": 0.66905} {"mode": "train", "epoch": 21, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.01626, "loss_rpn_cls": 0.02505, "loss_rpn_bbox": 0.0317, "loss_cls": 0.17274, "acc": 93.79834, "loss_bbox": 0.20817, "loss_mask": 0.21522, "loss": 0.65287, "time": 0.66546} {"mode": "train", "epoch": 21, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.01649, "loss_rpn_cls": 0.02437, "loss_rpn_bbox": 0.03068, "loss_cls": 0.17031, "acc": 94.06738, "loss_bbox": 0.20051, "loss_mask": 0.2218, "loss": 0.64768, "time": 0.66797} {"mode": "train", "epoch": 21, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.01522, "loss_rpn_cls": 0.02518, "loss_rpn_bbox": 0.03003, "loss_cls": 0.17102, "acc": 93.87964, "loss_bbox": 0.20022, "loss_mask": 0.21498, "loss": 0.64142, "time": 0.67005} {"mode": "train", "epoch": 21, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.01724, "loss_rpn_cls": 0.02771, "loss_rpn_bbox": 0.03405, "loss_cls": 0.18507, "acc": 93.54614, "loss_bbox": 0.2089, "loss_mask": 0.22646, "loss": 0.68219, "time": 0.67923} {"mode": "train", "epoch": 21, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01521, "loss_rpn_cls": 0.0253, "loss_rpn_bbox": 0.03264, "loss_cls": 0.17165, "acc": 93.95117, "loss_bbox": 0.20661, "loss_mask": 0.21789, "loss": 0.65409, "time": 0.67257} {"mode": "train", "epoch": 21, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01735, "loss_rpn_cls": 0.02331, "loss_rpn_bbox": 0.03139, "loss_cls": 0.16715, "acc": 93.93506, "loss_bbox": 0.20441, "loss_mask": 0.21165, "loss": 0.6379, "time": 0.68387} {"mode": "train", "epoch": 21, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01719, "loss_rpn_cls": 0.02646, "loss_rpn_bbox": 0.03321, "loss_cls": 0.18374, "acc": 93.46118, "loss_bbox": 0.21499, "loss_mask": 0.22016, "loss": 0.67856, "time": 0.67416} {"mode": "train", "epoch": 21, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01628, "loss_rpn_cls": 0.02525, "loss_rpn_bbox": 0.03098, "loss_cls": 0.1792, "acc": 93.75586, "loss_bbox": 0.20716, "loss_mask": 0.21852, "loss": 0.66111, "time": 0.66144} {"mode": "train", "epoch": 21, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.01814, "loss_rpn_cls": 0.02457, "loss_rpn_bbox": 0.03069, "loss_cls": 0.17012, "acc": 94.07642, "loss_bbox": 0.19681, "loss_mask": 0.20675, "loss": 0.62894, "time": 0.67025} {"mode": "train", "epoch": 21, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.01773, "loss_rpn_cls": 0.02564, "loss_rpn_bbox": 0.03385, "loss_cls": 0.17871, "acc": 93.6958, "loss_bbox": 0.20898, "loss_mask": 0.22391, "loss": 0.67109, "time": 0.68309} {"mode": "train", "epoch": 21, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01709, "loss_rpn_cls": 0.02452, "loss_rpn_bbox": 0.03064, "loss_cls": 0.17792, "acc": 93.70093, "loss_bbox": 0.20971, "loss_mask": 0.21865, "loss": 0.66144, "time": 0.66979} {"mode": "train", "epoch": 21, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.01486, "loss_rpn_cls": 0.02262, "loss_rpn_bbox": 0.03124, "loss_cls": 0.1671, "acc": 93.94922, "loss_bbox": 0.19965, "loss_mask": 0.20528, "loss": 0.62589, "time": 0.67961} {"mode": "train", "epoch": 21, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.0155, "loss_rpn_cls": 0.02662, "loss_rpn_bbox": 0.03386, "loss_cls": 0.18219, "acc": 93.53711, "loss_bbox": 0.20893, "loss_mask": 0.222, "loss": 0.67361, "time": 0.66939} {"mode": "train", "epoch": 21, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.01687, "loss_rpn_cls": 0.02754, "loss_rpn_bbox": 0.03417, "loss_cls": 0.18572, "acc": 93.42871, "loss_bbox": 0.2177, "loss_mask": 0.22875, "loss": 0.69387, "time": 0.67985} {"mode": "train", "epoch": 21, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.01674, "loss_rpn_cls": 0.02382, "loss_rpn_bbox": 0.0324, "loss_cls": 0.1782, "acc": 93.58228, "loss_bbox": 0.2117, "loss_mask": 0.22288, "loss": 0.669, "time": 0.67635} {"mode": "train", "epoch": 21, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01537, "loss_rpn_cls": 0.02532, "loss_rpn_bbox": 0.03075, "loss_cls": 0.17848, "acc": 93.81323, "loss_bbox": 0.20464, "loss_mask": 0.21849, "loss": 0.65768, "time": 0.66693} {"mode": "train", "epoch": 21, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.01961, "loss_rpn_cls": 0.02386, "loss_rpn_bbox": 0.03146, "loss_cls": 0.16973, "acc": 94.03418, "loss_bbox": 0.19785, "loss_mask": 0.21201, "loss": 0.6349, "time": 0.67618} {"mode": "train", "epoch": 21, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.01492, "loss_rpn_cls": 0.02325, "loss_rpn_bbox": 0.02981, "loss_cls": 0.17401, "acc": 93.8689, "loss_bbox": 0.20331, "loss_mask": 0.21372, "loss": 0.6441, "time": 0.66841} {"mode": "train", "epoch": 21, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.01806, "loss_rpn_cls": 0.02739, "loss_rpn_bbox": 0.03478, "loss_cls": 0.18082, "acc": 93.61279, "loss_bbox": 0.21362, "loss_mask": 0.22018, "loss": 0.67679, "time": 0.66866} {"mode": "train", "epoch": 21, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01521, "loss_rpn_cls": 0.02477, "loss_rpn_bbox": 0.03119, "loss_cls": 0.17283, "acc": 93.82153, "loss_bbox": 0.20599, "loss_mask": 0.21374, "loss": 0.64853, "time": 0.66754} {"mode": "train", "epoch": 21, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01756, "loss_rpn_cls": 0.02565, "loss_rpn_bbox": 0.03311, "loss_cls": 0.18216, "acc": 93.50293, "loss_bbox": 0.21143, "loss_mask": 0.21808, "loss": 0.67043, "time": 0.6807} {"mode": "train", "epoch": 21, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.015, "loss_rpn_cls": 0.02678, "loss_rpn_bbox": 0.03185, "loss_cls": 0.16684, "acc": 94.03418, "loss_bbox": 0.20074, "loss_mask": 0.22012, "loss": 0.64633, "time": 0.66423} {"mode": "train", "epoch": 21, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.01843, "loss_rpn_cls": 0.02242, "loss_rpn_bbox": 0.0302, "loss_cls": 0.16366, "acc": 94.12744, "loss_bbox": 0.20021, "loss_mask": 0.21454, "loss": 0.63103, "time": 0.6738} {"mode": "train", "epoch": 21, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.017, "loss_rpn_cls": 0.02413, "loss_rpn_bbox": 0.03044, "loss_cls": 0.16928, "acc": 93.87744, "loss_bbox": 0.2036, "loss_mask": 0.21334, "loss": 0.64078, "time": 0.68331} {"mode": "train", "epoch": 21, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.0197, "loss_rpn_cls": 0.02695, "loss_rpn_bbox": 0.03462, "loss_cls": 0.18926, "acc": 93.40015, "loss_bbox": 0.21881, "loss_mask": 0.22115, "loss": 0.69079, "time": 0.67403} {"mode": "train", "epoch": 21, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.0159, "loss_rpn_cls": 0.02401, "loss_rpn_bbox": 0.0321, "loss_cls": 0.17718, "acc": 93.67334, "loss_bbox": 0.20443, "loss_mask": 0.21903, "loss": 0.65676, "time": 0.68189} {"mode": "train", "epoch": 21, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01793, "loss_rpn_cls": 0.02801, "loss_rpn_bbox": 0.0327, "loss_cls": 0.17484, "acc": 93.72192, "loss_bbox": 0.21033, "loss_mask": 0.21637, "loss": 0.66223, "time": 0.67078} {"mode": "train", "epoch": 21, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.01967, "loss_rpn_cls": 0.02667, "loss_rpn_bbox": 0.03315, "loss_cls": 0.18067, "acc": 93.60034, "loss_bbox": 0.21474, "loss_mask": 0.22074, "loss": 0.67597, "time": 0.66491} {"mode": "train", "epoch": 21, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.02049, "loss_rpn_cls": 0.02549, "loss_rpn_bbox": 0.0315, "loss_cls": 0.17235, "acc": 93.89404, "loss_bbox": 0.20548, "loss_mask": 0.21361, "loss": 0.64843, "time": 0.6816} {"mode": "train", "epoch": 21, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.01778, "loss_rpn_cls": 0.0273, "loss_rpn_bbox": 0.03322, "loss_cls": 0.16527, "acc": 94.04541, "loss_bbox": 0.20099, "loss_mask": 0.21462, "loss": 0.64139, "time": 0.67313} {"mode": "train", "epoch": 21, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.01834, "loss_rpn_cls": 0.02486, "loss_rpn_bbox": 0.03295, "loss_cls": 0.17693, "acc": 93.65015, "loss_bbox": 0.21108, "loss_mask": 0.22428, "loss": 0.6701, "time": 0.6771} {"mode": "train", "epoch": 21, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.01938, "loss_rpn_cls": 0.02499, "loss_rpn_bbox": 0.03033, "loss_cls": 0.16705, "acc": 94.06177, "loss_bbox": 0.19964, "loss_mask": 0.21371, "loss": 0.63572, "time": 0.6621} {"mode": "train", "epoch": 21, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.02015, "loss_rpn_cls": 0.02411, "loss_rpn_bbox": 0.03198, "loss_cls": 0.16362, "acc": 94.15747, "loss_bbox": 0.19715, "loss_mask": 0.22116, "loss": 0.63803, "time": 0.6695} {"mode": "train", "epoch": 21, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.01649, "loss_rpn_cls": 0.02775, "loss_rpn_bbox": 0.03488, "loss_cls": 0.17742, "acc": 93.67822, "loss_bbox": 0.21357, "loss_mask": 0.22137, "loss": 0.67499, "time": 0.6781} {"mode": "train", "epoch": 21, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.01678, "loss_rpn_cls": 0.02468, "loss_rpn_bbox": 0.03143, "loss_cls": 0.1687, "acc": 94.00195, "loss_bbox": 0.19832, "loss_mask": 0.21517, "loss": 0.6383, "time": 0.66624} {"mode": "train", "epoch": 21, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.0171, "loss_rpn_cls": 0.02323, "loss_rpn_bbox": 0.02922, "loss_cls": 0.16811, "acc": 94.1084, "loss_bbox": 0.19833, "loss_mask": 0.21199, "loss": 0.63088, "time": 0.66905} {"mode": "train", "epoch": 21, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.01855, "loss_rpn_cls": 0.02623, "loss_rpn_bbox": 0.03359, "loss_cls": 0.17574, "acc": 93.77686, "loss_bbox": 0.21092, "loss_mask": 0.21466, "loss": 0.66114, "time": 0.66612} {"mode": "train", "epoch": 21, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.01652, "loss_rpn_cls": 0.02258, "loss_rpn_bbox": 0.03136, "loss_cls": 0.17261, "acc": 93.85376, "loss_bbox": 0.21072, "loss_mask": 0.22022, "loss": 0.65749, "time": 0.68192} {"mode": "train", "epoch": 21, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.01707, "loss_rpn_cls": 0.02369, "loss_rpn_bbox": 0.03084, "loss_cls": 0.17573, "acc": 93.79419, "loss_bbox": 0.20154, "loss_mask": 0.21671, "loss": 0.64851, "time": 0.67364} {"mode": "train", "epoch": 21, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.02082, "loss_rpn_cls": 0.02439, "loss_rpn_bbox": 0.0341, "loss_cls": 0.18069, "acc": 93.53564, "loss_bbox": 0.21856, "loss_mask": 0.22441, "loss": 0.68214, "time": 0.67987} {"mode": "train", "epoch": 21, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.0186, "loss_rpn_cls": 0.02365, "loss_rpn_bbox": 0.03118, "loss_cls": 0.17923, "acc": 93.7168, "loss_bbox": 0.20536, "loss_mask": 0.21917, "loss": 0.6586, "time": 0.66532} {"mode": "train", "epoch": 21, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.01641, "loss_rpn_cls": 0.02477, "loss_rpn_bbox": 0.03086, "loss_cls": 0.17441, "acc": 93.74438, "loss_bbox": 0.20846, "loss_mask": 0.2173, "loss": 0.65581, "time": 0.67081} {"mode": "train", "epoch": 21, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.01612, "loss_rpn_cls": 0.02343, "loss_rpn_bbox": 0.02905, "loss_cls": 0.16916, "acc": 94.04565, "loss_bbox": 0.196, "loss_mask": 0.21171, "loss": 0.62934, "time": 0.67385} {"mode": "train", "epoch": 21, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.02, "loss_rpn_cls": 0.024, "loss_rpn_bbox": 0.03218, "loss_cls": 0.17349, "acc": 93.85034, "loss_bbox": 0.20427, "loss_mask": 0.21971, "loss": 0.65365, "time": 0.66364} {"mode": "train", "epoch": 21, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.02093, "loss_rpn_cls": 0.02544, "loss_rpn_bbox": 0.03323, "loss_cls": 0.17372, "acc": 93.74927, "loss_bbox": 0.20908, "loss_mask": 0.2138, "loss": 0.65527, "time": 0.66219} {"mode": "train", "epoch": 21, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.01754, "loss_rpn_cls": 0.02606, "loss_rpn_bbox": 0.03143, "loss_cls": 0.1656, "acc": 94.24854, "loss_bbox": 0.19711, "loss_mask": 0.22033, "loss": 0.64052, "time": 0.68277} {"mode": "train", "epoch": 21, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.01853, "loss_rpn_cls": 0.02634, "loss_rpn_bbox": 0.03234, "loss_cls": 0.1764, "acc": 93.6521, "loss_bbox": 0.20998, "loss_mask": 0.21744, "loss": 0.6625, "time": 0.67805} {"mode": "train", "epoch": 21, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.01601, "loss_rpn_cls": 0.02755, "loss_rpn_bbox": 0.03283, "loss_cls": 0.16739, "acc": 94.02515, "loss_bbox": 0.19653, "loss_mask": 0.21315, "loss": 0.63744, "time": 0.66756} {"mode": "train", "epoch": 21, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.01794, "loss_rpn_cls": 0.02422, "loss_rpn_bbox": 0.03306, "loss_cls": 0.16679, "acc": 93.9563, "loss_bbox": 0.20389, "loss_mask": 0.21807, "loss": 0.64602, "time": 0.66929} {"mode": "train", "epoch": 21, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.01822, "loss_rpn_cls": 0.02425, "loss_rpn_bbox": 0.03113, "loss_cls": 0.17336, "acc": 93.76318, "loss_bbox": 0.20221, "loss_mask": 0.21311, "loss": 0.64406, "time": 0.67297} {"mode": "train", "epoch": 21, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.01926, "loss_rpn_cls": 0.0262, "loss_rpn_bbox": 0.0312, "loss_cls": 0.17433, "acc": 93.89282, "loss_bbox": 0.20229, "loss_mask": 0.21491, "loss": 0.64892, "time": 0.67041} {"mode": "train", "epoch": 21, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01841, "loss_rpn_cls": 0.02447, "loss_rpn_bbox": 0.03238, "loss_cls": 0.17084, "acc": 93.9043, "loss_bbox": 0.20573, "loss_mask": 0.21328, "loss": 0.64669, "time": 0.66376} {"mode": "train", "epoch": 21, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.01552, "loss_rpn_cls": 0.02594, "loss_rpn_bbox": 0.03216, "loss_cls": 0.17382, "acc": 93.72632, "loss_bbox": 0.21373, "loss_mask": 0.22573, "loss": 0.67137, "time": 0.68437} {"mode": "train", "epoch": 21, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.01728, "loss_rpn_cls": 0.02517, "loss_rpn_bbox": 0.03313, "loss_cls": 0.17109, "acc": 93.82007, "loss_bbox": 0.2055, "loss_mask": 0.21856, "loss": 0.65344, "time": 0.68414} {"mode": "train", "epoch": 21, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.01752, "loss_rpn_cls": 0.02406, "loss_rpn_bbox": 0.03128, "loss_cls": 0.1798, "acc": 93.69482, "loss_bbox": 0.20682, "loss_mask": 0.21841, "loss": 0.66037, "time": 0.67657} {"mode": "train", "epoch": 21, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01639, "loss_rpn_cls": 0.02325, "loss_rpn_bbox": 0.03116, "loss_cls": 0.16758, "acc": 94.10278, "loss_bbox": 0.19253, "loss_mask": 0.20309, "loss": 0.6176, "time": 0.67205} {"mode": "train", "epoch": 21, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.01664, "loss_rpn_cls": 0.02231, "loss_rpn_bbox": 0.03056, "loss_cls": 0.17224, "acc": 93.8999, "loss_bbox": 0.19865, "loss_mask": 0.21237, "loss": 0.63613, "time": 0.66594} {"mode": "train", "epoch": 21, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.0218, "loss_rpn_cls": 0.02502, "loss_rpn_bbox": 0.03256, "loss_cls": 0.17662, "acc": 93.6853, "loss_bbox": 0.20725, "loss_mask": 0.21719, "loss": 0.65864, "time": 0.67833} {"mode": "train", "epoch": 21, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01804, "loss_rpn_cls": 0.02417, "loss_rpn_bbox": 0.03173, "loss_cls": 0.17556, "acc": 93.72607, "loss_bbox": 0.20206, "loss_mask": 0.2176, "loss": 0.6511, "time": 0.67081} {"mode": "train", "epoch": 21, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.01818, "loss_rpn_cls": 0.02453, "loss_rpn_bbox": 0.03288, "loss_cls": 0.18408, "acc": 93.46313, "loss_bbox": 0.21593, "loss_mask": 0.22189, "loss": 0.67932, "time": 0.67077} {"mode": "train", "epoch": 21, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.02198, "loss_rpn_cls": 0.02373, "loss_rpn_bbox": 0.0333, "loss_cls": 0.17301, "acc": 93.81348, "loss_bbox": 0.20873, "loss_mask": 0.21741, "loss": 0.65617, "time": 0.66727} {"mode": "train", "epoch": 21, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.01732, "loss_rpn_cls": 0.02404, "loss_rpn_bbox": 0.03172, "loss_cls": 0.17686, "acc": 93.64185, "loss_bbox": 0.20778, "loss_mask": 0.21605, "loss": 0.65646, "time": 0.66655} {"mode": "train", "epoch": 21, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.0174, "loss_rpn_cls": 0.02525, "loss_rpn_bbox": 0.0309, "loss_cls": 0.1706, "acc": 94.0083, "loss_bbox": 0.19855, "loss_mask": 0.21695, "loss": 0.64226, "time": 0.67613} {"mode": "train", "epoch": 21, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.01767, "loss_rpn_cls": 0.02509, "loss_rpn_bbox": 0.0335, "loss_cls": 0.17899, "acc": 93.62695, "loss_bbox": 0.21098, "loss_mask": 0.22086, "loss": 0.66941, "time": 0.67883} {"mode": "train", "epoch": 21, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.01732, "loss_rpn_cls": 0.02423, "loss_rpn_bbox": 0.03136, "loss_cls": 0.1778, "acc": 93.76953, "loss_bbox": 0.20886, "loss_mask": 0.2205, "loss": 0.66276, "time": 0.6736} {"mode": "train", "epoch": 21, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01779, "loss_rpn_cls": 0.02593, "loss_rpn_bbox": 0.03048, "loss_cls": 0.17369, "acc": 93.9209, "loss_bbox": 0.19823, "loss_mask": 0.21387, "loss": 0.64221, "time": 0.66977} {"mode": "train", "epoch": 21, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01965, "loss_rpn_cls": 0.0254, "loss_rpn_bbox": 0.03111, "loss_cls": 0.17901, "acc": 93.64795, "loss_bbox": 0.20656, "loss_mask": 0.22252, "loss": 0.6646, "time": 0.66604} {"mode": "train", "epoch": 21, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.01879, "loss_rpn_cls": 0.02665, "loss_rpn_bbox": 0.03322, "loss_cls": 0.17592, "acc": 93.73853, "loss_bbox": 0.20757, "loss_mask": 0.22301, "loss": 0.66638, "time": 0.67677} {"mode": "train", "epoch": 21, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.01732, "loss_rpn_cls": 0.02148, "loss_rpn_bbox": 0.03109, "loss_cls": 0.17428, "acc": 93.89673, "loss_bbox": 0.20287, "loss_mask": 0.21194, "loss": 0.64165, "time": 0.66391} {"mode": "train", "epoch": 21, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.01711, "loss_rpn_cls": 0.02449, "loss_rpn_bbox": 0.03294, "loss_cls": 0.16903, "acc": 93.80518, "loss_bbox": 0.20734, "loss_mask": 0.21459, "loss": 0.64839, "time": 0.68372} {"mode": "train", "epoch": 21, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.01768, "loss_rpn_cls": 0.023, "loss_rpn_bbox": 0.03138, "loss_cls": 0.17352, "acc": 93.90088, "loss_bbox": 0.20037, "loss_mask": 0.21815, "loss": 0.64642, "time": 0.67351} {"mode": "train", "epoch": 21, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.01681, "loss_rpn_cls": 0.02747, "loss_rpn_bbox": 0.03309, "loss_cls": 0.17255, "acc": 93.90479, "loss_bbox": 0.20441, "loss_mask": 0.21431, "loss": 0.65183, "time": 0.6743} {"mode": "train", "epoch": 21, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.01896, "loss_rpn_cls": 0.02502, "loss_rpn_bbox": 0.03273, "loss_cls": 0.17768, "acc": 93.68872, "loss_bbox": 0.20469, "loss_mask": 0.21333, "loss": 0.65346, "time": 0.67532} {"mode": "train", "epoch": 21, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.01757, "loss_rpn_cls": 0.02471, "loss_rpn_bbox": 0.02981, "loss_cls": 0.17076, "acc": 93.80835, "loss_bbox": 0.20597, "loss_mask": 0.21596, "loss": 0.64721, "time": 0.65699} {"mode": "train", "epoch": 21, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01606, "loss_rpn_cls": 0.02426, "loss_rpn_bbox": 0.03186, "loss_cls": 0.17254, "acc": 93.86597, "loss_bbox": 0.20813, "loss_mask": 0.22327, "loss": 0.66006, "time": 0.66847} {"mode": "train", "epoch": 21, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01783, "loss_rpn_cls": 0.02376, "loss_rpn_bbox": 0.03157, "loss_cls": 0.17445, "acc": 93.75342, "loss_bbox": 0.21102, "loss_mask": 0.21726, "loss": 0.65806, "time": 0.66529} {"mode": "val", "epoch": 21, "iter": 625, "lr": 0.0, "bbox_mAP": 0.5084, "bbox_mAP_50": 0.7307, "bbox_mAP_75": 0.5604, "bbox_mAP_s": 0.3724, "bbox_mAP_m": 0.5475, "bbox_mAP_l": 0.6446, "bbox_mAP_copypaste": "0.5084 0.7307 0.5604 0.3724 0.5475 0.6446", "segm_mAP": 0.4519, "segm_mAP_50": 0.7004, "segm_mAP_75": 0.4851, "segm_mAP_s": 0.2664, "segm_mAP_m": 0.4883, "segm_mAP_l": 0.6431, "segm_mAP_copypaste": "0.4519 0.7004 0.4851 0.2664 0.4883 0.6431"} {"mode": "train", "epoch": 22, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.71698, "loss_rpn_cls": 0.02709, "loss_rpn_bbox": 0.03243, "loss_cls": 0.17423, "acc": 93.72192, "loss_bbox": 0.20816, "loss_mask": 0.21568, "loss": 0.6576, "time": 1.37739} {"mode": "train", "epoch": 22, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.01632, "loss_rpn_cls": 0.02534, "loss_rpn_bbox": 0.0312, "loss_cls": 0.16809, "acc": 93.88428, "loss_bbox": 0.20412, "loss_mask": 0.21373, "loss": 0.64249, "time": 0.67037} {"mode": "train", "epoch": 22, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.01899, "loss_rpn_cls": 0.02354, "loss_rpn_bbox": 0.03336, "loss_cls": 0.17368, "acc": 93.78833, "loss_bbox": 0.20984, "loss_mask": 0.21663, "loss": 0.65705, "time": 0.66924} {"mode": "train", "epoch": 22, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.0164, "loss_rpn_cls": 0.02242, "loss_rpn_bbox": 0.03127, "loss_cls": 0.16859, "acc": 93.90381, "loss_bbox": 0.20244, "loss_mask": 0.21179, "loss": 0.63651, "time": 0.66652} {"mode": "train", "epoch": 22, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.01852, "loss_rpn_cls": 0.02357, "loss_rpn_bbox": 0.03068, "loss_cls": 0.16667, "acc": 94.15649, "loss_bbox": 0.19863, "loss_mask": 0.21476, "loss": 0.63432, "time": 0.66649} {"mode": "train", "epoch": 22, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.01851, "loss_rpn_cls": 0.02363, "loss_rpn_bbox": 0.03255, "loss_cls": 0.17179, "acc": 93.823, "loss_bbox": 0.2073, "loss_mask": 0.2147, "loss": 0.64998, "time": 0.67924} {"mode": "train", "epoch": 22, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.01687, "loss_rpn_cls": 0.02316, "loss_rpn_bbox": 0.0301, "loss_cls": 0.16233, "acc": 94.2688, "loss_bbox": 0.18987, "loss_mask": 0.21311, "loss": 0.61856, "time": 0.67734} {"mode": "train", "epoch": 22, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.01631, "loss_rpn_cls": 0.02449, "loss_rpn_bbox": 0.03238, "loss_cls": 0.18198, "acc": 93.55298, "loss_bbox": 0.21123, "loss_mask": 0.21743, "loss": 0.6675, "time": 0.67224} {"mode": "train", "epoch": 22, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.01685, "loss_rpn_cls": 0.02298, "loss_rpn_bbox": 0.02974, "loss_cls": 0.16487, "acc": 94.06519, "loss_bbox": 0.19642, "loss_mask": 0.20871, "loss": 0.62273, "time": 0.66831} {"mode": "train", "epoch": 22, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.01544, "loss_rpn_cls": 0.02386, "loss_rpn_bbox": 0.03112, "loss_cls": 0.16692, "acc": 94.10498, "loss_bbox": 0.19411, "loss_mask": 0.21011, "loss": 0.62612, "time": 0.67567} {"mode": "train", "epoch": 22, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01637, "loss_rpn_cls": 0.02527, "loss_rpn_bbox": 0.02944, "loss_cls": 0.17025, "acc": 93.97168, "loss_bbox": 0.20245, "loss_mask": 0.21049, "loss": 0.63791, "time": 0.67329} {"mode": "train", "epoch": 22, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.01616, "loss_rpn_cls": 0.02387, "loss_rpn_bbox": 0.03088, "loss_cls": 0.17479, "acc": 93.69165, "loss_bbox": 0.20453, "loss_mask": 0.21295, "loss": 0.647, "time": 0.6672} {"mode": "train", "epoch": 22, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.01886, "loss_rpn_cls": 0.02532, "loss_rpn_bbox": 0.03209, "loss_cls": 0.17427, "acc": 93.83472, "loss_bbox": 0.20617, "loss_mask": 0.21315, "loss": 0.651, "time": 0.67908} {"mode": "train", "epoch": 22, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.01504, "loss_rpn_cls": 0.02416, "loss_rpn_bbox": 0.03102, "loss_cls": 0.17058, "acc": 93.91089, "loss_bbox": 0.20468, "loss_mask": 0.21081, "loss": 0.64125, "time": 0.65788} {"mode": "train", "epoch": 22, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.01924, "loss_rpn_cls": 0.02356, "loss_rpn_bbox": 0.03198, "loss_cls": 0.16761, "acc": 93.97681, "loss_bbox": 0.20425, "loss_mask": 0.21404, "loss": 0.64144, "time": 0.67328} {"mode": "train", "epoch": 22, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.01871, "loss_rpn_cls": 0.02252, "loss_rpn_bbox": 0.03093, "loss_cls": 0.16728, "acc": 93.95435, "loss_bbox": 0.20219, "loss_mask": 0.21478, "loss": 0.6377, "time": 0.67092} {"mode": "train", "epoch": 22, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.01615, "loss_rpn_cls": 0.02582, "loss_rpn_bbox": 0.03059, "loss_cls": 0.17016, "acc": 93.94141, "loss_bbox": 0.20097, "loss_mask": 0.22036, "loss": 0.6479, "time": 0.66852} {"mode": "train", "epoch": 22, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.0188, "loss_rpn_cls": 0.0235, "loss_rpn_bbox": 0.03218, "loss_cls": 0.17233, "acc": 93.86963, "loss_bbox": 0.19673, "loss_mask": 0.216, "loss": 0.64073, "time": 0.68009} {"mode": "train", "epoch": 22, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.02119, "loss_rpn_cls": 0.02777, "loss_rpn_bbox": 0.03241, "loss_cls": 0.17361, "acc": 93.85571, "loss_bbox": 0.20591, "loss_mask": 0.21649, "loss": 0.65619, "time": 0.66854} {"mode": "train", "epoch": 22, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.01666, "loss_rpn_cls": 0.02613, "loss_rpn_bbox": 0.03357, "loss_cls": 0.17278, "acc": 93.85547, "loss_bbox": 0.2093, "loss_mask": 0.21727, "loss": 0.65905, "time": 0.66534} {"mode": "train", "epoch": 22, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01547, "loss_rpn_cls": 0.02325, "loss_rpn_bbox": 0.02937, "loss_cls": 0.16116, "acc": 94.17944, "loss_bbox": 0.19546, "loss_mask": 0.21364, "loss": 0.62288, "time": 0.66013} {"mode": "train", "epoch": 22, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.02044, "loss_rpn_cls": 0.02335, "loss_rpn_bbox": 0.03108, "loss_cls": 0.17017, "acc": 93.92578, "loss_bbox": 0.20299, "loss_mask": 0.22013, "loss": 0.64772, "time": 0.67298} {"mode": "train", "epoch": 22, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.01879, "loss_rpn_cls": 0.02376, "loss_rpn_bbox": 0.03255, "loss_cls": 0.17137, "acc": 93.80444, "loss_bbox": 0.20728, "loss_mask": 0.21698, "loss": 0.65193, "time": 0.67248} {"mode": "train", "epoch": 22, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.01534, "loss_rpn_cls": 0.02335, "loss_rpn_bbox": 0.02997, "loss_cls": 0.16625, "acc": 94.05713, "loss_bbox": 0.19583, "loss_mask": 0.21794, "loss": 0.63334, "time": 0.67738} {"mode": "train", "epoch": 22, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.01552, "loss_rpn_cls": 0.02443, "loss_rpn_bbox": 0.0292, "loss_cls": 0.16587, "acc": 94.10693, "loss_bbox": 0.19349, "loss_mask": 0.21096, "loss": 0.62394, "time": 0.66552} {"mode": "train", "epoch": 22, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.01593, "loss_rpn_cls": 0.02295, "loss_rpn_bbox": 0.032, "loss_cls": 0.16982, "acc": 94.00732, "loss_bbox": 0.20003, "loss_mask": 0.21423, "loss": 0.63905, "time": 0.67889} {"mode": "train", "epoch": 22, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01671, "loss_rpn_cls": 0.02359, "loss_rpn_bbox": 0.03223, "loss_cls": 0.17197, "acc": 93.78589, "loss_bbox": 0.20402, "loss_mask": 0.21681, "loss": 0.64861, "time": 0.66893} {"mode": "train", "epoch": 22, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01637, "loss_rpn_cls": 0.0233, "loss_rpn_bbox": 0.03187, "loss_cls": 0.17578, "acc": 93.82715, "loss_bbox": 0.20549, "loss_mask": 0.21886, "loss": 0.65531, "time": 0.67247} {"mode": "train", "epoch": 22, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.01691, "loss_rpn_cls": 0.02387, "loss_rpn_bbox": 0.03217, "loss_cls": 0.17367, "acc": 93.80371, "loss_bbox": 0.20763, "loss_mask": 0.21633, "loss": 0.65367, "time": 0.66612} {"mode": "train", "epoch": 22, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.0185, "loss_rpn_cls": 0.0227, "loss_rpn_bbox": 0.03263, "loss_cls": 0.17142, "acc": 93.87695, "loss_bbox": 0.20179, "loss_mask": 0.21458, "loss": 0.64311, "time": 0.68289} {"mode": "train", "epoch": 22, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.01721, "loss_rpn_cls": 0.02415, "loss_rpn_bbox": 0.0337, "loss_cls": 0.17917, "acc": 93.48682, "loss_bbox": 0.2118, "loss_mask": 0.22363, "loss": 0.67245, "time": 0.67216} {"mode": "train", "epoch": 22, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.01647, "loss_rpn_cls": 0.02261, "loss_rpn_bbox": 0.03059, "loss_cls": 0.1592, "acc": 94.24316, "loss_bbox": 0.19746, "loss_mask": 0.21784, "loss": 0.62771, "time": 0.65976} {"mode": "train", "epoch": 22, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.01677, "loss_rpn_cls": 0.02624, "loss_rpn_bbox": 0.03162, "loss_cls": 0.1686, "acc": 93.93335, "loss_bbox": 0.20464, "loss_mask": 0.21593, "loss": 0.64703, "time": 0.65982} {"mode": "train", "epoch": 22, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.01755, "loss_rpn_cls": 0.02527, "loss_rpn_bbox": 0.03288, "loss_cls": 0.17711, "acc": 93.67163, "loss_bbox": 0.20778, "loss_mask": 0.21496, "loss": 0.65801, "time": 0.66491} {"mode": "train", "epoch": 22, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.01918, "loss_rpn_cls": 0.02389, "loss_rpn_bbox": 0.03198, "loss_cls": 0.17309, "acc": 93.81958, "loss_bbox": 0.20569, "loss_mask": 0.21387, "loss": 0.64852, "time": 0.66927} {"mode": "train", "epoch": 22, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.02096, "loss_rpn_cls": 0.02187, "loss_rpn_bbox": 0.03076, "loss_cls": 0.16228, "acc": 94.24976, "loss_bbox": 0.1985, "loss_mask": 0.21279, "loss": 0.62621, "time": 0.67762} {"mode": "train", "epoch": 22, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.01771, "loss_rpn_cls": 0.02188, "loss_rpn_bbox": 0.03074, "loss_cls": 0.17019, "acc": 93.87012, "loss_bbox": 0.20673, "loss_mask": 0.21877, "loss": 0.64831, "time": 0.67041} {"mode": "train", "epoch": 22, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.01601, "loss_rpn_cls": 0.02373, "loss_rpn_bbox": 0.03086, "loss_cls": 0.17146, "acc": 93.92212, "loss_bbox": 0.20029, "loss_mask": 0.21785, "loss": 0.64418, "time": 0.66122} {"mode": "train", "epoch": 22, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.01838, "loss_rpn_cls": 0.02264, "loss_rpn_bbox": 0.03051, "loss_cls": 0.16636, "acc": 94.1709, "loss_bbox": 0.1973, "loss_mask": 0.21375, "loss": 0.63056, "time": 0.67305} {"mode": "train", "epoch": 22, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.01746, "loss_rpn_cls": 0.02518, "loss_rpn_bbox": 0.03292, "loss_cls": 0.17326, "acc": 93.76733, "loss_bbox": 0.20483, "loss_mask": 0.21472, "loss": 0.65091, "time": 0.666} {"mode": "train", "epoch": 22, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.01727, "loss_rpn_cls": 0.02344, "loss_rpn_bbox": 0.03218, "loss_cls": 0.16977, "acc": 93.88843, "loss_bbox": 0.2072, "loss_mask": 0.2159, "loss": 0.64849, "time": 0.6779} {"mode": "train", "epoch": 22, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.01518, "loss_rpn_cls": 0.02405, "loss_rpn_bbox": 0.03143, "loss_cls": 0.16871, "acc": 93.87085, "loss_bbox": 0.20308, "loss_mask": 0.21155, "loss": 0.63881, "time": 0.6598} {"mode": "train", "epoch": 22, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.01435, "loss_rpn_cls": 0.02631, "loss_rpn_bbox": 0.03204, "loss_cls": 0.16664, "acc": 94.08081, "loss_bbox": 0.19943, "loss_mask": 0.21425, "loss": 0.63868, "time": 0.67713} {"mode": "train", "epoch": 22, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.0162, "loss_rpn_cls": 0.02692, "loss_rpn_bbox": 0.03359, "loss_cls": 0.17278, "acc": 93.82983, "loss_bbox": 0.21008, "loss_mask": 0.21751, "loss": 0.66088, "time": 0.6639} {"mode": "train", "epoch": 22, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.01996, "loss_rpn_cls": 0.02639, "loss_rpn_bbox": 0.03346, "loss_cls": 0.18437, "acc": 93.36279, "loss_bbox": 0.22351, "loss_mask": 0.22008, "loss": 0.6878, "time": 0.68128} {"mode": "train", "epoch": 22, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.01789, "loss_rpn_cls": 0.0261, "loss_rpn_bbox": 0.03361, "loss_cls": 0.18253, "acc": 93.60303, "loss_bbox": 0.21015, "loss_mask": 0.22165, "loss": 0.67403, "time": 0.67691} {"mode": "train", "epoch": 22, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.01573, "loss_rpn_cls": 0.02591, "loss_rpn_bbox": 0.03295, "loss_cls": 0.17479, "acc": 93.75122, "loss_bbox": 0.21385, "loss_mask": 0.21881, "loss": 0.6663, "time": 0.66069} {"mode": "train", "epoch": 22, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.01587, "loss_rpn_cls": 0.02114, "loss_rpn_bbox": 0.02974, "loss_cls": 0.16588, "acc": 94.08594, "loss_bbox": 0.19691, "loss_mask": 0.21126, "loss": 0.62493, "time": 0.68294} {"mode": "train", "epoch": 22, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.0169, "loss_rpn_cls": 0.02176, "loss_rpn_bbox": 0.03001, "loss_cls": 0.16735, "acc": 94.06519, "loss_bbox": 0.19525, "loss_mask": 0.20405, "loss": 0.61842, "time": 0.6735} {"mode": "train", "epoch": 22, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.01663, "loss_rpn_cls": 0.02474, "loss_rpn_bbox": 0.03285, "loss_cls": 0.18385, "acc": 93.40649, "loss_bbox": 0.2196, "loss_mask": 0.22385, "loss": 0.6849, "time": 0.67375} {"mode": "train", "epoch": 22, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.01849, "loss_rpn_cls": 0.02245, "loss_rpn_bbox": 0.03006, "loss_cls": 0.15315, "acc": 94.47217, "loss_bbox": 0.18944, "loss_mask": 0.21192, "loss": 0.60703, "time": 0.6648} {"mode": "train", "epoch": 22, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.01634, "loss_rpn_cls": 0.02495, "loss_rpn_bbox": 0.03281, "loss_cls": 0.17699, "acc": 93.62231, "loss_bbox": 0.20902, "loss_mask": 0.22116, "loss": 0.66492, "time": 0.67391} {"mode": "train", "epoch": 22, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.0168, "loss_rpn_cls": 0.02316, "loss_rpn_bbox": 0.03116, "loss_cls": 0.17136, "acc": 93.9314, "loss_bbox": 0.20137, "loss_mask": 0.20892, "loss": 0.63597, "time": 0.67107} {"mode": "train", "epoch": 22, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.01596, "loss_rpn_cls": 0.02403, "loss_rpn_bbox": 0.03142, "loss_cls": 0.16972, "acc": 93.93237, "loss_bbox": 0.19954, "loss_mask": 0.21067, "loss": 0.63537, "time": 0.67329} {"mode": "train", "epoch": 22, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.01777, "loss_rpn_cls": 0.02656, "loss_rpn_bbox": 0.03478, "loss_cls": 0.17382, "acc": 93.80786, "loss_bbox": 0.21429, "loss_mask": 0.22098, "loss": 0.67043, "time": 0.66796} {"mode": "train", "epoch": 22, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.01655, "loss_rpn_cls": 0.02372, "loss_rpn_bbox": 0.0306, "loss_cls": 0.1686, "acc": 93.98071, "loss_bbox": 0.20325, "loss_mask": 0.20973, "loss": 0.6359, "time": 0.67132} {"mode": "train", "epoch": 22, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.0202, "loss_rpn_cls": 0.02286, "loss_rpn_bbox": 0.03033, "loss_cls": 0.17544, "acc": 93.70679, "loss_bbox": 0.20926, "loss_mask": 0.21291, "loss": 0.65079, "time": 0.67322} {"mode": "train", "epoch": 22, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.01733, "loss_rpn_cls": 0.02294, "loss_rpn_bbox": 0.03057, "loss_cls": 0.17137, "acc": 93.7583, "loss_bbox": 0.2058, "loss_mask": 0.21592, "loss": 0.6466, "time": 0.68032} {"mode": "train", "epoch": 22, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.01892, "loss_rpn_cls": 0.0253, "loss_rpn_bbox": 0.03182, "loss_cls": 0.17858, "acc": 93.51782, "loss_bbox": 0.20638, "loss_mask": 0.21833, "loss": 0.6604, "time": 0.67489} {"mode": "train", "epoch": 22, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.01665, "loss_rpn_cls": 0.02069, "loss_rpn_bbox": 0.02915, "loss_cls": 0.16917, "acc": 94.15869, "loss_bbox": 0.19555, "loss_mask": 0.2124, "loss": 0.62697, "time": 0.67546} {"mode": "train", "epoch": 22, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.0172, "loss_rpn_cls": 0.02483, "loss_rpn_bbox": 0.03221, "loss_cls": 0.17953, "acc": 93.72192, "loss_bbox": 0.20727, "loss_mask": 0.22229, "loss": 0.66613, "time": 0.67317} {"mode": "train", "epoch": 22, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.01728, "loss_rpn_cls": 0.02418, "loss_rpn_bbox": 0.03258, "loss_cls": 0.14644, "acc": 94.71411, "loss_bbox": 0.17813, "loss_mask": 0.21214, "loss": 0.59346, "time": 0.6627} {"mode": "train", "epoch": 22, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.01857, "loss_rpn_cls": 0.0234, "loss_rpn_bbox": 0.033, "loss_cls": 0.17316, "acc": 93.83252, "loss_bbox": 0.20815, "loss_mask": 0.21343, "loss": 0.65115, "time": 0.68534} {"mode": "train", "epoch": 22, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01925, "loss_rpn_cls": 0.0267, "loss_rpn_bbox": 0.03512, "loss_cls": 0.17559, "acc": 93.73193, "loss_bbox": 0.20546, "loss_mask": 0.21382, "loss": 0.65669, "time": 0.68069} {"mode": "train", "epoch": 22, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.01711, "loss_rpn_cls": 0.02652, "loss_rpn_bbox": 0.0335, "loss_cls": 0.17796, "acc": 93.5791, "loss_bbox": 0.20975, "loss_mask": 0.21443, "loss": 0.66215, "time": 0.66115} {"mode": "train", "epoch": 22, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01744, "loss_rpn_cls": 0.02447, "loss_rpn_bbox": 0.03102, "loss_cls": 0.17251, "acc": 93.86792, "loss_bbox": 0.2068, "loss_mask": 0.2157, "loss": 0.6505, "time": 0.67716} {"mode": "train", "epoch": 22, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.0157, "loss_rpn_cls": 0.02514, "loss_rpn_bbox": 0.03121, "loss_cls": 0.16862, "acc": 93.97607, "loss_bbox": 0.20159, "loss_mask": 0.21316, "loss": 0.63972, "time": 0.66632} {"mode": "train", "epoch": 22, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.01562, "loss_rpn_cls": 0.02527, "loss_rpn_bbox": 0.03269, "loss_cls": 0.17793, "acc": 93.63477, "loss_bbox": 0.21301, "loss_mask": 0.22217, "loss": 0.67107, "time": 0.67677} {"mode": "train", "epoch": 22, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.01492, "loss_rpn_cls": 0.02391, "loss_rpn_bbox": 0.03255, "loss_cls": 0.17905, "acc": 93.55664, "loss_bbox": 0.2101, "loss_mask": 0.21393, "loss": 0.65954, "time": 0.68488} {"mode": "train", "epoch": 22, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.01702, "loss_rpn_cls": 0.02232, "loss_rpn_bbox": 0.03109, "loss_cls": 0.17071, "acc": 93.90234, "loss_bbox": 0.20196, "loss_mask": 0.21348, "loss": 0.63956, "time": 0.67026} {"mode": "train", "epoch": 22, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.0152, "loss_rpn_cls": 0.02255, "loss_rpn_bbox": 0.03093, "loss_cls": 0.16878, "acc": 93.99292, "loss_bbox": 0.20735, "loss_mask": 0.21443, "loss": 0.64404, "time": 0.6586} {"mode": "train", "epoch": 22, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.01561, "loss_rpn_cls": 0.02447, "loss_rpn_bbox": 0.03204, "loss_cls": 0.17142, "acc": 93.94727, "loss_bbox": 0.20203, "loss_mask": 0.21456, "loss": 0.64451, "time": 0.66782} {"mode": "train", "epoch": 22, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.01831, "loss_rpn_cls": 0.02096, "loss_rpn_bbox": 0.02959, "loss_cls": 0.16935, "acc": 93.92456, "loss_bbox": 0.19773, "loss_mask": 0.20871, "loss": 0.62634, "time": 0.66798} {"mode": "train", "epoch": 22, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.01639, "loss_rpn_cls": 0.02069, "loss_rpn_bbox": 0.0282, "loss_cls": 0.16254, "acc": 94.24854, "loss_bbox": 0.19144, "loss_mask": 0.20967, "loss": 0.61255, "time": 0.68096} {"mode": "train", "epoch": 22, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01574, "loss_rpn_cls": 0.02409, "loss_rpn_bbox": 0.03224, "loss_cls": 0.17472, "acc": 93.72168, "loss_bbox": 0.20914, "loss_mask": 0.21579, "loss": 0.65598, "time": 0.66991} {"mode": "train", "epoch": 22, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01589, "loss_rpn_cls": 0.02462, "loss_rpn_bbox": 0.03092, "loss_cls": 0.17521, "acc": 93.78833, "loss_bbox": 0.20765, "loss_mask": 0.2157, "loss": 0.65409, "time": 0.66137} {"mode": "train", "epoch": 22, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01687, "loss_rpn_cls": 0.02384, "loss_rpn_bbox": 0.0307, "loss_cls": 0.16934, "acc": 93.96118, "loss_bbox": 0.19882, "loss_mask": 0.21776, "loss": 0.64045, "time": 0.66587} {"mode": "train", "epoch": 22, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01805, "loss_rpn_cls": 0.02414, "loss_rpn_bbox": 0.03084, "loss_cls": 0.16424, "acc": 94.12891, "loss_bbox": 0.19765, "loss_mask": 0.20438, "loss": 0.62125, "time": 0.67359} {"mode": "train", "epoch": 22, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.01824, "loss_rpn_cls": 0.02457, "loss_rpn_bbox": 0.03278, "loss_cls": 0.17519, "acc": 93.77197, "loss_bbox": 0.20458, "loss_mask": 0.21703, "loss": 0.65415, "time": 0.67551} {"mode": "train", "epoch": 22, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.01807, "loss_rpn_cls": 0.02744, "loss_rpn_bbox": 0.03379, "loss_cls": 0.16945, "acc": 93.99487, "loss_bbox": 0.20063, "loss_mask": 0.21299, "loss": 0.6443, "time": 0.67335} {"mode": "train", "epoch": 22, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01603, "loss_rpn_cls": 0.02407, "loss_rpn_bbox": 0.03109, "loss_cls": 0.16872, "acc": 94.03394, "loss_bbox": 0.20181, "loss_mask": 0.22059, "loss": 0.64628, "time": 0.67914} {"mode": "train", "epoch": 22, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.01667, "loss_rpn_cls": 0.02644, "loss_rpn_bbox": 0.0348, "loss_cls": 0.18037, "acc": 93.58105, "loss_bbox": 0.21282, "loss_mask": 0.21567, "loss": 0.6701, "time": 0.67027} {"mode": "train", "epoch": 22, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.01744, "loss_rpn_cls": 0.02325, "loss_rpn_bbox": 0.03058, "loss_cls": 0.16458, "acc": 94.20068, "loss_bbox": 0.19676, "loss_mask": 0.20803, "loss": 0.62321, "time": 0.66446} {"mode": "train", "epoch": 22, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.01825, "loss_rpn_cls": 0.02332, "loss_rpn_bbox": 0.03232, "loss_cls": 0.17369, "acc": 93.82104, "loss_bbox": 0.2122, "loss_mask": 0.21955, "loss": 0.66107, "time": 0.67247} {"mode": "train", "epoch": 22, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.01647, "loss_rpn_cls": 0.02638, "loss_rpn_bbox": 0.03184, "loss_cls": 0.17742, "acc": 93.60742, "loss_bbox": 0.20495, "loss_mask": 0.2121, "loss": 0.6527, "time": 0.66553} {"mode": "train", "epoch": 22, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.0164, "loss_rpn_cls": 0.02682, "loss_rpn_bbox": 0.03378, "loss_cls": 0.18075, "acc": 93.43628, "loss_bbox": 0.21772, "loss_mask": 0.22344, "loss": 0.68252, "time": 0.67849} {"mode": "train", "epoch": 22, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.01959, "loss_rpn_cls": 0.02279, "loss_rpn_bbox": 0.03451, "loss_cls": 0.17311, "acc": 93.77319, "loss_bbox": 0.21325, "loss_mask": 0.22473, "loss": 0.66838, "time": 0.6765} {"mode": "train", "epoch": 22, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.01692, "loss_rpn_cls": 0.02293, "loss_rpn_bbox": 0.02968, "loss_cls": 0.16469, "acc": 94.10596, "loss_bbox": 0.19714, "loss_mask": 0.21188, "loss": 0.62632, "time": 0.67827} {"mode": "train", "epoch": 22, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.01639, "loss_rpn_cls": 0.02186, "loss_rpn_bbox": 0.0288, "loss_cls": 0.16561, "acc": 94.04199, "loss_bbox": 0.19851, "loss_mask": 0.21276, "loss": 0.62754, "time": 0.67272} {"mode": "train", "epoch": 22, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01857, "loss_rpn_cls": 0.02505, "loss_rpn_bbox": 0.03427, "loss_cls": 0.18111, "acc": 93.46606, "loss_bbox": 0.2223, "loss_mask": 0.22864, "loss": 0.69136, "time": 0.67886} {"mode": "train", "epoch": 22, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01732, "loss_rpn_cls": 0.02687, "loss_rpn_bbox": 0.03212, "loss_cls": 0.1729, "acc": 93.92749, "loss_bbox": 0.20475, "loss_mask": 0.21746, "loss": 0.65409, "time": 0.66571} {"mode": "train", "epoch": 22, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.01521, "loss_rpn_cls": 0.02454, "loss_rpn_bbox": 0.03119, "loss_cls": 0.16964, "acc": 93.98315, "loss_bbox": 0.19994, "loss_mask": 0.21591, "loss": 0.64121, "time": 0.66751} {"mode": "train", "epoch": 22, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.0169, "loss_rpn_cls": 0.02333, "loss_rpn_bbox": 0.03194, "loss_cls": 0.17063, "acc": 93.94507, "loss_bbox": 0.20522, "loss_mask": 0.2166, "loss": 0.64773, "time": 0.66311} {"mode": "train", "epoch": 22, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.01726, "loss_rpn_cls": 0.02794, "loss_rpn_bbox": 0.03277, "loss_cls": 0.17853, "acc": 93.625, "loss_bbox": 0.21008, "loss_mask": 0.2245, "loss": 0.67382, "time": 0.66394} {"mode": "train", "epoch": 22, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01501, "loss_rpn_cls": 0.02608, "loss_rpn_bbox": 0.03482, "loss_cls": 0.1776, "acc": 93.698, "loss_bbox": 0.21168, "loss_mask": 0.22152, "loss": 0.67171, "time": 0.67217} {"mode": "train", "epoch": 22, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.01574, "loss_rpn_cls": 0.0215, "loss_rpn_bbox": 0.02934, "loss_cls": 0.15998, "acc": 94.31348, "loss_bbox": 0.19395, "loss_mask": 0.21187, "loss": 0.61664, "time": 0.66135} {"mode": "train", "epoch": 22, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01912, "loss_rpn_cls": 0.02448, "loss_rpn_bbox": 0.03183, "loss_cls": 0.16951, "acc": 93.91968, "loss_bbox": 0.20366, "loss_mask": 0.21288, "loss": 0.64236, "time": 0.68039} {"mode": "train", "epoch": 22, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.01689, "loss_rpn_cls": 0.02207, "loss_rpn_bbox": 0.02954, "loss_cls": 0.17004, "acc": 93.89209, "loss_bbox": 0.20733, "loss_mask": 0.21167, "loss": 0.64065, "time": 0.66896} {"mode": "train", "epoch": 22, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.01674, "loss_rpn_cls": 0.02529, "loss_rpn_bbox": 0.0326, "loss_cls": 0.17609, "acc": 93.66064, "loss_bbox": 0.20916, "loss_mask": 0.22182, "loss": 0.66496, "time": 0.66629} {"mode": "train", "epoch": 22, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.0173, "loss_rpn_cls": 0.02454, "loss_rpn_bbox": 0.03266, "loss_cls": 0.16402, "acc": 94.02612, "loss_bbox": 0.20308, "loss_mask": 0.2174, "loss": 0.6417, "time": 0.67177} {"mode": "train", "epoch": 22, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.0169, "loss_rpn_cls": 0.02718, "loss_rpn_bbox": 0.03293, "loss_cls": 0.18265, "acc": 93.62695, "loss_bbox": 0.21142, "loss_mask": 0.22444, "loss": 0.67862, "time": 0.66856} {"mode": "train", "epoch": 22, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.01672, "loss_rpn_cls": 0.02317, "loss_rpn_bbox": 0.03159, "loss_cls": 0.17546, "acc": 93.71606, "loss_bbox": 0.21491, "loss_mask": 0.21864, "loss": 0.66377, "time": 0.66838} {"mode": "train", "epoch": 22, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.01728, "loss_rpn_cls": 0.0254, "loss_rpn_bbox": 0.03288, "loss_cls": 0.1748, "acc": 93.81763, "loss_bbox": 0.21039, "loss_mask": 0.21508, "loss": 0.65855, "time": 0.67076} {"mode": "train", "epoch": 22, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.0174, "loss_rpn_cls": 0.02384, "loss_rpn_bbox": 0.02841, "loss_cls": 0.17094, "acc": 93.87036, "loss_bbox": 0.20112, "loss_mask": 0.20775, "loss": 0.63207, "time": 0.6722} {"mode": "train", "epoch": 22, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.01804, "loss_rpn_cls": 0.02219, "loss_rpn_bbox": 0.03043, "loss_cls": 0.17099, "acc": 93.80371, "loss_bbox": 0.20412, "loss_mask": 0.21556, "loss": 0.64329, "time": 0.67332} {"mode": "train", "epoch": 22, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.01606, "loss_rpn_cls": 0.02205, "loss_rpn_bbox": 0.03145, "loss_cls": 0.16815, "acc": 94.03271, "loss_bbox": 0.19845, "loss_mask": 0.21508, "loss": 0.63519, "time": 0.68186} {"mode": "train", "epoch": 22, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.01484, "loss_rpn_cls": 0.0209, "loss_rpn_bbox": 0.02826, "loss_cls": 0.16207, "acc": 94.15894, "loss_bbox": 0.1958, "loss_mask": 0.2155, "loss": 0.62252, "time": 0.66682} {"mode": "train", "epoch": 22, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.01911, "loss_rpn_cls": 0.02537, "loss_rpn_bbox": 0.03207, "loss_cls": 0.17512, "acc": 93.73804, "loss_bbox": 0.20763, "loss_mask": 0.21761, "loss": 0.65778, "time": 0.67565} {"mode": "train", "epoch": 22, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.01823, "loss_rpn_cls": 0.02349, "loss_rpn_bbox": 0.03264, "loss_cls": 0.17298, "acc": 93.78955, "loss_bbox": 0.20696, "loss_mask": 0.21949, "loss": 0.65556, "time": 0.66996} {"mode": "train", "epoch": 22, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.01987, "loss_rpn_cls": 0.02418, "loss_rpn_bbox": 0.03413, "loss_cls": 0.17906, "acc": 93.60742, "loss_bbox": 0.21618, "loss_mask": 0.22198, "loss": 0.67553, "time": 0.67718} {"mode": "train", "epoch": 22, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.016, "loss_rpn_cls": 0.02511, "loss_rpn_bbox": 0.03063, "loss_cls": 0.17554, "acc": 93.7417, "loss_bbox": 0.20696, "loss_mask": 0.22071, "loss": 0.65895, "time": 0.66501} {"mode": "train", "epoch": 22, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.01927, "loss_rpn_cls": 0.02701, "loss_rpn_bbox": 0.03556, "loss_cls": 0.17921, "acc": 93.53931, "loss_bbox": 0.21769, "loss_mask": 0.21567, "loss": 0.67514, "time": 0.66859} {"mode": "train", "epoch": 22, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.01539, "loss_rpn_cls": 0.02279, "loss_rpn_bbox": 0.0314, "loss_cls": 0.16562, "acc": 94.10474, "loss_bbox": 0.20542, "loss_mask": 0.21611, "loss": 0.64133, "time": 0.66293} {"mode": "train", "epoch": 22, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.01816, "loss_rpn_cls": 0.02231, "loss_rpn_bbox": 0.02903, "loss_cls": 0.16412, "acc": 94.03833, "loss_bbox": 0.20065, "loss_mask": 0.21456, "loss": 0.63067, "time": 0.66931} {"mode": "train", "epoch": 22, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.01881, "loss_rpn_cls": 0.02482, "loss_rpn_bbox": 0.03292, "loss_cls": 0.17864, "acc": 93.65576, "loss_bbox": 0.2138, "loss_mask": 0.2254, "loss": 0.67557, "time": 0.67163} {"mode": "train", "epoch": 22, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.01734, "loss_rpn_cls": 0.02742, "loss_rpn_bbox": 0.0338, "loss_cls": 0.17572, "acc": 93.8667, "loss_bbox": 0.20948, "loss_mask": 0.22018, "loss": 0.6666, "time": 0.66907} {"mode": "train", "epoch": 22, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.01794, "loss_rpn_cls": 0.0242, "loss_rpn_bbox": 0.03343, "loss_cls": 0.18065, "acc": 93.46069, "loss_bbox": 0.22016, "loss_mask": 0.22103, "loss": 0.67947, "time": 0.66743} {"mode": "train", "epoch": 22, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.018, "loss_rpn_cls": 0.02245, "loss_rpn_bbox": 0.02911, "loss_cls": 0.16794, "acc": 94.13696, "loss_bbox": 0.19945, "loss_mask": 0.21427, "loss": 0.63322, "time": 0.6609} {"mode": "train", "epoch": 22, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.01732, "loss_rpn_cls": 0.02464, "loss_rpn_bbox": 0.03157, "loss_cls": 0.17434, "acc": 93.82373, "loss_bbox": 0.205, "loss_mask": 0.21308, "loss": 0.64863, "time": 0.65914} {"mode": "train", "epoch": 22, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.01755, "loss_rpn_cls": 0.0256, "loss_rpn_bbox": 0.03262, "loss_cls": 0.18019, "acc": 93.51733, "loss_bbox": 0.21329, "loss_mask": 0.22135, "loss": 0.67304, "time": 0.67321} {"mode": "train", "epoch": 22, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.01576, "loss_rpn_cls": 0.02264, "loss_rpn_bbox": 0.0296, "loss_cls": 0.16925, "acc": 94.05322, "loss_bbox": 0.19602, "loss_mask": 0.21354, "loss": 0.63105, "time": 0.6745} {"mode": "train", "epoch": 22, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01625, "loss_rpn_cls": 0.02276, "loss_rpn_bbox": 0.02974, "loss_cls": 0.16977, "acc": 93.92969, "loss_bbox": 0.20296, "loss_mask": 0.21528, "loss": 0.6405, "time": 0.68052} {"mode": "train", "epoch": 22, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.01591, "loss_rpn_cls": 0.02253, "loss_rpn_bbox": 0.03044, "loss_cls": 0.16761, "acc": 94.07251, "loss_bbox": 0.19718, "loss_mask": 0.21383, "loss": 0.6316, "time": 0.67266} {"mode": "train", "epoch": 22, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.01545, "loss_rpn_cls": 0.02295, "loss_rpn_bbox": 0.0313, "loss_cls": 0.17239, "acc": 93.81128, "loss_bbox": 0.2041, "loss_mask": 0.21837, "loss": 0.6491, "time": 0.66615} {"mode": "train", "epoch": 22, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.01626, "loss_rpn_cls": 0.02558, "loss_rpn_bbox": 0.03266, "loss_cls": 0.17677, "acc": 93.81714, "loss_bbox": 0.20984, "loss_mask": 0.2175, "loss": 0.66236, "time": 0.66425} {"mode": "train", "epoch": 22, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01804, "loss_rpn_cls": 0.02411, "loss_rpn_bbox": 0.03222, "loss_cls": 0.17588, "acc": 93.75586, "loss_bbox": 0.20557, "loss_mask": 0.22026, "loss": 0.65804, "time": 0.66167} {"mode": "train", "epoch": 22, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.01774, "loss_rpn_cls": 0.02371, "loss_rpn_bbox": 0.03117, "loss_cls": 0.16763, "acc": 94.02466, "loss_bbox": 0.20093, "loss_mask": 0.21592, "loss": 0.63937, "time": 0.67498} {"mode": "train", "epoch": 22, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.01602, "loss_rpn_cls": 0.023, "loss_rpn_bbox": 0.03089, "loss_cls": 0.1752, "acc": 93.76855, "loss_bbox": 0.20531, "loss_mask": 0.21794, "loss": 0.65233, "time": 0.66923} {"mode": "train", "epoch": 22, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01649, "loss_rpn_cls": 0.02315, "loss_rpn_bbox": 0.02898, "loss_cls": 0.16977, "acc": 94.00317, "loss_bbox": 0.20183, "loss_mask": 0.21229, "loss": 0.63603, "time": 0.66743} {"mode": "train", "epoch": 22, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.01758, "loss_rpn_cls": 0.02419, "loss_rpn_bbox": 0.03134, "loss_cls": 0.17131, "acc": 93.83203, "loss_bbox": 0.20236, "loss_mask": 0.21983, "loss": 0.64903, "time": 0.67043} {"mode": "train", "epoch": 22, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.01779, "loss_rpn_cls": 0.0272, "loss_rpn_bbox": 0.03347, "loss_cls": 0.18162, "acc": 93.49341, "loss_bbox": 0.21074, "loss_mask": 0.21824, "loss": 0.67126, "time": 0.6723} {"mode": "train", "epoch": 22, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.01561, "loss_rpn_cls": 0.02401, "loss_rpn_bbox": 0.03003, "loss_cls": 0.17454, "acc": 93.73438, "loss_bbox": 0.20725, "loss_mask": 0.21874, "loss": 0.65458, "time": 0.67691} {"mode": "train", "epoch": 22, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.01938, "loss_rpn_cls": 0.02483, "loss_rpn_bbox": 0.03284, "loss_cls": 0.18273, "acc": 93.45386, "loss_bbox": 0.21386, "loss_mask": 0.2195, "loss": 0.67376, "time": 0.66885} {"mode": "train", "epoch": 22, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.01817, "loss_rpn_cls": 0.02499, "loss_rpn_bbox": 0.0308, "loss_cls": 0.15595, "acc": 94.4043, "loss_bbox": 0.18758, "loss_mask": 0.20114, "loss": 0.60044, "time": 0.67334} {"mode": "train", "epoch": 22, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.01643, "loss_rpn_cls": 0.02352, "loss_rpn_bbox": 0.0289, "loss_cls": 0.15005, "acc": 94.66528, "loss_bbox": 0.17993, "loss_mask": 0.21145, "loss": 0.59385, "time": 0.66296} {"mode": "train", "epoch": 22, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01763, "loss_rpn_cls": 0.02619, "loss_rpn_bbox": 0.03323, "loss_cls": 0.17789, "acc": 93.65039, "loss_bbox": 0.20944, "loss_mask": 0.22465, "loss": 0.67141, "time": 0.6667} {"mode": "train", "epoch": 22, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01723, "loss_rpn_cls": 0.02235, "loss_rpn_bbox": 0.02948, "loss_cls": 0.16308, "acc": 94.21289, "loss_bbox": 0.19465, "loss_mask": 0.20728, "loss": 0.61683, "time": 0.66798} {"mode": "train", "epoch": 22, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.01717, "loss_rpn_cls": 0.02417, "loss_rpn_bbox": 0.03162, "loss_cls": 0.1742, "acc": 93.79785, "loss_bbox": 0.20678, "loss_mask": 0.2167, "loss": 0.65347, "time": 0.6704} {"mode": "train", "epoch": 22, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.01662, "loss_rpn_cls": 0.02356, "loss_rpn_bbox": 0.0323, "loss_cls": 0.17814, "acc": 93.66528, "loss_bbox": 0.21302, "loss_mask": 0.21994, "loss": 0.66695, "time": 0.67543} {"mode": "train", "epoch": 22, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.01689, "loss_rpn_cls": 0.02625, "loss_rpn_bbox": 0.03313, "loss_cls": 0.17703, "acc": 93.79419, "loss_bbox": 0.20851, "loss_mask": 0.21546, "loss": 0.66038, "time": 0.67855} {"mode": "train", "epoch": 22, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.0143, "loss_rpn_cls": 0.02576, "loss_rpn_bbox": 0.03223, "loss_cls": 0.17211, "acc": 93.80908, "loss_bbox": 0.20497, "loss_mask": 0.22095, "loss": 0.65602, "time": 0.67592} {"mode": "train", "epoch": 22, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.01623, "loss_rpn_cls": 0.02227, "loss_rpn_bbox": 0.02944, "loss_cls": 0.15821, "acc": 94.2998, "loss_bbox": 0.19144, "loss_mask": 0.20699, "loss": 0.60834, "time": 0.66226} {"mode": "train", "epoch": 22, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.01691, "loss_rpn_cls": 0.02194, "loss_rpn_bbox": 0.0292, "loss_cls": 0.17141, "acc": 93.98218, "loss_bbox": 0.19337, "loss_mask": 0.21464, "loss": 0.63056, "time": 0.67551} {"mode": "train", "epoch": 22, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.01818, "loss_rpn_cls": 0.02399, "loss_rpn_bbox": 0.03015, "loss_cls": 0.17081, "acc": 93.98145, "loss_bbox": 0.20045, "loss_mask": 0.21303, "loss": 0.63843, "time": 0.67738} {"mode": "train", "epoch": 22, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01673, "loss_rpn_cls": 0.02388, "loss_rpn_bbox": 0.03164, "loss_cls": 0.17203, "acc": 93.98779, "loss_bbox": 0.20278, "loss_mask": 0.21701, "loss": 0.64735, "time": 0.67023} {"mode": "train", "epoch": 22, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01523, "loss_rpn_cls": 0.02369, "loss_rpn_bbox": 0.0302, "loss_cls": 0.17794, "acc": 93.62866, "loss_bbox": 0.20597, "loss_mask": 0.21305, "loss": 0.65084, "time": 0.67515} {"mode": "val", "epoch": 22, "iter": 625, "lr": 0.0, "bbox_mAP": 0.5119, "bbox_mAP_50": 0.7351, "bbox_mAP_75": 0.5656, "bbox_mAP_s": 0.3702, "bbox_mAP_m": 0.5539, "bbox_mAP_l": 0.6428, "bbox_mAP_copypaste": "0.5119 0.7351 0.5656 0.3702 0.5539 0.6428", "segm_mAP": 0.4585, "segm_mAP_50": 0.7046, "segm_mAP_75": 0.4987, "segm_mAP_s": 0.2749, "segm_mAP_m": 0.4943, "segm_mAP_l": 0.6441, "segm_mAP_copypaste": "0.4585 0.7046 0.4987 0.2749 0.4943 0.6441"} {"mode": "train", "epoch": 23, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.71192, "loss_rpn_cls": 0.02364, "loss_rpn_bbox": 0.03309, "loss_cls": 0.16903, "acc": 93.92285, "loss_bbox": 0.20755, "loss_mask": 0.21278, "loss": 0.64609, "time": 1.37156} {"mode": "train", "epoch": 23, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.01415, "loss_rpn_cls": 0.02244, "loss_rpn_bbox": 0.0292, "loss_cls": 0.16578, "acc": 94.04175, "loss_bbox": 0.19978, "loss_mask": 0.21007, "loss": 0.62728, "time": 0.68538} {"mode": "train", "epoch": 23, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.01372, "loss_rpn_cls": 0.02266, "loss_rpn_bbox": 0.03068, "loss_cls": 0.16641, "acc": 94.07544, "loss_bbox": 0.19801, "loss_mask": 0.21134, "loss": 0.62909, "time": 0.66369} {"mode": "train", "epoch": 23, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.01792, "loss_rpn_cls": 0.02504, "loss_rpn_bbox": 0.03408, "loss_cls": 0.1702, "acc": 93.94287, "loss_bbox": 0.20485, "loss_mask": 0.21205, "loss": 0.64622, "time": 0.67363} {"mode": "train", "epoch": 23, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.01793, "loss_rpn_cls": 0.02256, "loss_rpn_bbox": 0.032, "loss_cls": 0.16669, "acc": 93.84985, "loss_bbox": 0.20649, "loss_mask": 0.21372, "loss": 0.64146, "time": 0.67924} {"mode": "train", "epoch": 23, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.01875, "loss_rpn_cls": 0.02605, "loss_rpn_bbox": 0.03332, "loss_cls": 0.17368, "acc": 93.72461, "loss_bbox": 0.20463, "loss_mask": 0.21555, "loss": 0.65323, "time": 0.67943} {"mode": "train", "epoch": 23, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.01533, "loss_rpn_cls": 0.02212, "loss_rpn_bbox": 0.02949, "loss_cls": 0.15806, "acc": 94.26318, "loss_bbox": 0.19098, "loss_mask": 0.20401, "loss": 0.60467, "time": 0.67547} {"mode": "train", "epoch": 23, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.01678, "loss_rpn_cls": 0.02176, "loss_rpn_bbox": 0.03107, "loss_cls": 0.17698, "acc": 93.69263, "loss_bbox": 0.20875, "loss_mask": 0.21162, "loss": 0.65019, "time": 0.67216} {"mode": "train", "epoch": 23, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.01598, "loss_rpn_cls": 0.02079, "loss_rpn_bbox": 0.02873, "loss_cls": 0.17286, "acc": 93.93726, "loss_bbox": 0.19964, "loss_mask": 0.20876, "loss": 0.63079, "time": 0.67409} {"mode": "train", "epoch": 23, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.01623, "loss_rpn_cls": 0.0246, "loss_rpn_bbox": 0.03183, "loss_cls": 0.17406, "acc": 93.73486, "loss_bbox": 0.20776, "loss_mask": 0.21685, "loss": 0.6551, "time": 0.65802} {"mode": "train", "epoch": 23, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01625, "loss_rpn_cls": 0.02453, "loss_rpn_bbox": 0.03009, "loss_cls": 0.17189, "acc": 93.83838, "loss_bbox": 0.20486, "loss_mask": 0.21481, "loss": 0.64619, "time": 0.6764} {"mode": "train", "epoch": 23, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.0181, "loss_rpn_cls": 0.02465, "loss_rpn_bbox": 0.03244, "loss_cls": 0.17529, "acc": 93.73315, "loss_bbox": 0.20535, "loss_mask": 0.21842, "loss": 0.65614, "time": 0.67651} {"mode": "train", "epoch": 23, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.0175, "loss_rpn_cls": 0.02493, "loss_rpn_bbox": 0.03155, "loss_cls": 0.17068, "acc": 94.05103, "loss_bbox": 0.19994, "loss_mask": 0.21345, "loss": 0.64056, "time": 0.66899} {"mode": "train", "epoch": 23, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.01711, "loss_rpn_cls": 0.02732, "loss_rpn_bbox": 0.03296, "loss_cls": 0.16874, "acc": 93.94971, "loss_bbox": 0.20466, "loss_mask": 0.21611, "loss": 0.64979, "time": 0.67013} {"mode": "train", "epoch": 23, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.0214, "loss_rpn_cls": 0.02359, "loss_rpn_bbox": 0.03294, "loss_cls": 0.17286, "acc": 93.80884, "loss_bbox": 0.20779, "loss_mask": 0.21867, "loss": 0.65585, "time": 0.68808} {"mode": "train", "epoch": 23, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.01705, "loss_rpn_cls": 0.02337, "loss_rpn_bbox": 0.03215, "loss_cls": 0.16827, "acc": 93.92285, "loss_bbox": 0.20218, "loss_mask": 0.20989, "loss": 0.63587, "time": 0.67645} {"mode": "train", "epoch": 23, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.01766, "loss_rpn_cls": 0.02208, "loss_rpn_bbox": 0.02781, "loss_cls": 0.16232, "acc": 94.2627, "loss_bbox": 0.19091, "loss_mask": 0.20877, "loss": 0.6119, "time": 0.678} {"mode": "train", "epoch": 23, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.01724, "loss_rpn_cls": 0.02478, "loss_rpn_bbox": 0.03096, "loss_cls": 0.17494, "acc": 93.73975, "loss_bbox": 0.2016, "loss_mask": 0.21482, "loss": 0.6471, "time": 0.66821} {"mode": "train", "epoch": 23, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.01846, "loss_rpn_cls": 0.02527, "loss_rpn_bbox": 0.03106, "loss_cls": 0.16453, "acc": 94.10083, "loss_bbox": 0.20181, "loss_mask": 0.21958, "loss": 0.64224, "time": 0.67742} {"mode": "train", "epoch": 23, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.01696, "loss_rpn_cls": 0.02482, "loss_rpn_bbox": 0.03056, "loss_cls": 0.17553, "acc": 93.70288, "loss_bbox": 0.20813, "loss_mask": 0.21781, "loss": 0.65685, "time": 0.67} {"mode": "train", "epoch": 23, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01833, "loss_rpn_cls": 0.02546, "loss_rpn_bbox": 0.03251, "loss_cls": 0.17071, "acc": 93.98804, "loss_bbox": 0.2011, "loss_mask": 0.21647, "loss": 0.64625, "time": 0.66205} {"mode": "train", "epoch": 23, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.01695, "loss_rpn_cls": 0.02589, "loss_rpn_bbox": 0.02996, "loss_cls": 0.16644, "acc": 94.03662, "loss_bbox": 0.19709, "loss_mask": 0.21723, "loss": 0.63661, "time": 0.67396} {"mode": "train", "epoch": 23, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.01768, "loss_rpn_cls": 0.02403, "loss_rpn_bbox": 0.03205, "loss_cls": 0.17732, "acc": 93.69531, "loss_bbox": 0.21097, "loss_mask": 0.22074, "loss": 0.66511, "time": 0.67274} {"mode": "train", "epoch": 23, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.0177, "loss_rpn_cls": 0.02447, "loss_rpn_bbox": 0.03021, "loss_cls": 0.17084, "acc": 93.8894, "loss_bbox": 0.20387, "loss_mask": 0.21203, "loss": 0.64142, "time": 0.67538} {"mode": "train", "epoch": 23, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.0174, "loss_rpn_cls": 0.01914, "loss_rpn_bbox": 0.0301, "loss_cls": 0.15986, "acc": 94.17603, "loss_bbox": 0.20197, "loss_mask": 0.20919, "loss": 0.62025, "time": 0.66836} {"mode": "train", "epoch": 23, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.01461, "loss_rpn_cls": 0.01941, "loss_rpn_bbox": 0.02822, "loss_cls": 0.16379, "acc": 94.12549, "loss_bbox": 0.1989, "loss_mask": 0.20991, "loss": 0.62022, "time": 0.66169} {"mode": "train", "epoch": 23, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01904, "loss_rpn_cls": 0.02401, "loss_rpn_bbox": 0.03225, "loss_cls": 0.17437, "acc": 93.76831, "loss_bbox": 0.20873, "loss_mask": 0.21791, "loss": 0.65726, "time": 0.68179} {"mode": "train", "epoch": 23, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01703, "loss_rpn_cls": 0.02702, "loss_rpn_bbox": 0.03585, "loss_cls": 0.1803, "acc": 93.52734, "loss_bbox": 0.21567, "loss_mask": 0.21724, "loss": 0.67608, "time": 0.66898} {"mode": "train", "epoch": 23, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.01845, "loss_rpn_cls": 0.02561, "loss_rpn_bbox": 0.03281, "loss_cls": 0.17552, "acc": 93.66846, "loss_bbox": 0.20606, "loss_mask": 0.21357, "loss": 0.65357, "time": 0.65941} {"mode": "train", "epoch": 23, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.01678, "loss_rpn_cls": 0.02327, "loss_rpn_bbox": 0.02934, "loss_cls": 0.16728, "acc": 94.01074, "loss_bbox": 0.19939, "loss_mask": 0.21007, "loss": 0.62935, "time": 0.68211} {"mode": "train", "epoch": 23, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.0171, "loss_rpn_cls": 0.02303, "loss_rpn_bbox": 0.03192, "loss_cls": 0.16614, "acc": 94.03784, "loss_bbox": 0.20095, "loss_mask": 0.21688, "loss": 0.63892, "time": 0.66801} {"mode": "train", "epoch": 23, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.01736, "loss_rpn_cls": 0.02413, "loss_rpn_bbox": 0.03134, "loss_cls": 0.17503, "acc": 93.83008, "loss_bbox": 0.20139, "loss_mask": 0.21663, "loss": 0.64852, "time": 0.67067} {"mode": "train", "epoch": 23, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.01567, "loss_rpn_cls": 0.02163, "loss_rpn_bbox": 0.03008, "loss_cls": 0.17268, "acc": 93.89526, "loss_bbox": 0.2017, "loss_mask": 0.21518, "loss": 0.64128, "time": 0.65807} {"mode": "train", "epoch": 23, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.01732, "loss_rpn_cls": 0.02371, "loss_rpn_bbox": 0.03197, "loss_cls": 0.16721, "acc": 93.9314, "loss_bbox": 0.20575, "loss_mask": 0.21582, "loss": 0.64445, "time": 0.67368} {"mode": "train", "epoch": 23, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.01779, "loss_rpn_cls": 0.02276, "loss_rpn_bbox": 0.03173, "loss_cls": 0.17237, "acc": 93.80859, "loss_bbox": 0.20857, "loss_mask": 0.21948, "loss": 0.65491, "time": 0.66862} {"mode": "train", "epoch": 23, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.01662, "loss_rpn_cls": 0.02003, "loss_rpn_bbox": 0.0299, "loss_cls": 0.16426, "acc": 94.07031, "loss_bbox": 0.19867, "loss_mask": 0.21169, "loss": 0.62454, "time": 0.66876} {"mode": "train", "epoch": 23, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.01817, "loss_rpn_cls": 0.02817, "loss_rpn_bbox": 0.03496, "loss_cls": 0.17855, "acc": 93.771, "loss_bbox": 0.21074, "loss_mask": 0.21829, "loss": 0.6707, "time": 0.66644} {"mode": "train", "epoch": 23, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.01871, "loss_rpn_cls": 0.02518, "loss_rpn_bbox": 0.03035, "loss_cls": 0.16655, "acc": 94.07251, "loss_bbox": 0.19873, "loss_mask": 0.21459, "loss": 0.63541, "time": 0.68116} {"mode": "train", "epoch": 23, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.01773, "loss_rpn_cls": 0.02167, "loss_rpn_bbox": 0.0308, "loss_cls": 0.17388, "acc": 93.77954, "loss_bbox": 0.2067, "loss_mask": 0.21293, "loss": 0.64597, "time": 0.67299} {"mode": "train", "epoch": 23, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.01782, "loss_rpn_cls": 0.02535, "loss_rpn_bbox": 0.03368, "loss_cls": 0.17276, "acc": 93.78369, "loss_bbox": 0.2043, "loss_mask": 0.21785, "loss": 0.65394, "time": 0.67472} {"mode": "train", "epoch": 23, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.01541, "loss_rpn_cls": 0.02344, "loss_rpn_bbox": 0.03256, "loss_cls": 0.17218, "acc": 93.71631, "loss_bbox": 0.21068, "loss_mask": 0.21245, "loss": 0.6513, "time": 0.6833} {"mode": "train", "epoch": 23, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.01758, "loss_rpn_cls": 0.0219, "loss_rpn_bbox": 0.03271, "loss_cls": 0.17674, "acc": 93.70288, "loss_bbox": 0.21159, "loss_mask": 0.2172, "loss": 0.66014, "time": 0.67957} {"mode": "train", "epoch": 23, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.01609, "loss_rpn_cls": 0.02307, "loss_rpn_bbox": 0.03184, "loss_cls": 0.16926, "acc": 93.98364, "loss_bbox": 0.20367, "loss_mask": 0.2146, "loss": 0.64244, "time": 0.67269} {"mode": "train", "epoch": 23, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.01931, "loss_rpn_cls": 0.02234, "loss_rpn_bbox": 0.03044, "loss_cls": 0.16324, "acc": 94.13403, "loss_bbox": 0.19417, "loss_mask": 0.21024, "loss": 0.62043, "time": 0.6763} {"mode": "train", "epoch": 23, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.01645, "loss_rpn_cls": 0.02198, "loss_rpn_bbox": 0.02931, "loss_cls": 0.15989, "acc": 94.24048, "loss_bbox": 0.19664, "loss_mask": 0.21119, "loss": 0.61901, "time": 0.67418} {"mode": "train", "epoch": 23, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.01557, "loss_rpn_cls": 0.02007, "loss_rpn_bbox": 0.02887, "loss_cls": 0.16676, "acc": 94.1123, "loss_bbox": 0.19389, "loss_mask": 0.21421, "loss": 0.6238, "time": 0.6731} {"mode": "train", "epoch": 23, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.01708, "loss_rpn_cls": 0.02322, "loss_rpn_bbox": 0.02967, "loss_cls": 0.16243, "acc": 94.14746, "loss_bbox": 0.19954, "loss_mask": 0.20923, "loss": 0.6241, "time": 0.66435} {"mode": "train", "epoch": 23, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.016, "loss_rpn_cls": 0.02547, "loss_rpn_bbox": 0.03205, "loss_cls": 0.17293, "acc": 93.82202, "loss_bbox": 0.20309, "loss_mask": 0.2147, "loss": 0.64824, "time": 0.67266} {"mode": "train", "epoch": 23, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.01969, "loss_rpn_cls": 0.02479, "loss_rpn_bbox": 0.03196, "loss_cls": 0.17205, "acc": 93.85352, "loss_bbox": 0.20597, "loss_mask": 0.21615, "loss": 0.65092, "time": 0.67836} {"mode": "train", "epoch": 23, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.01638, "loss_rpn_cls": 0.02339, "loss_rpn_bbox": 0.03014, "loss_cls": 0.16593, "acc": 94.14233, "loss_bbox": 0.19647, "loss_mask": 0.21398, "loss": 0.6299, "time": 0.669} {"mode": "train", "epoch": 23, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.01775, "loss_rpn_cls": 0.02515, "loss_rpn_bbox": 0.03249, "loss_cls": 0.17067, "acc": 94.00098, "loss_bbox": 0.20311, "loss_mask": 0.22412, "loss": 0.65553, "time": 0.67757} {"mode": "train", "epoch": 23, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.01579, "loss_rpn_cls": 0.02468, "loss_rpn_bbox": 0.03308, "loss_cls": 0.16859, "acc": 93.91357, "loss_bbox": 0.20685, "loss_mask": 0.21709, "loss": 0.65028, "time": 0.66351} {"mode": "train", "epoch": 23, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.01795, "loss_rpn_cls": 0.02372, "loss_rpn_bbox": 0.03106, "loss_cls": 0.17214, "acc": 93.83252, "loss_bbox": 0.20723, "loss_mask": 0.226, "loss": 0.66015, "time": 0.68116} {"mode": "train", "epoch": 23, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.01945, "loss_rpn_cls": 0.02361, "loss_rpn_bbox": 0.02969, "loss_cls": 0.15896, "acc": 94.36255, "loss_bbox": 0.18745, "loss_mask": 0.20367, "loss": 0.60339, "time": 0.66714} {"mode": "train", "epoch": 23, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.01613, "loss_rpn_cls": 0.02467, "loss_rpn_bbox": 0.0342, "loss_cls": 0.16607, "acc": 93.8999, "loss_bbox": 0.20488, "loss_mask": 0.21717, "loss": 0.64699, "time": 0.67432} {"mode": "train", "epoch": 23, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.01879, "loss_rpn_cls": 0.02372, "loss_rpn_bbox": 0.03085, "loss_cls": 0.17658, "acc": 93.74878, "loss_bbox": 0.20407, "loss_mask": 0.214, "loss": 0.64921, "time": 0.67538} {"mode": "train", "epoch": 23, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.01732, "loss_rpn_cls": 0.02246, "loss_rpn_bbox": 0.03139, "loss_cls": 0.17206, "acc": 93.82764, "loss_bbox": 0.20684, "loss_mask": 0.21731, "loss": 0.65007, "time": 0.66319} {"mode": "train", "epoch": 23, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.01727, "loss_rpn_cls": 0.02155, "loss_rpn_bbox": 0.02826, "loss_cls": 0.16341, "acc": 94.15747, "loss_bbox": 0.18947, "loss_mask": 0.21504, "loss": 0.61772, "time": 0.65986} {"mode": "train", "epoch": 23, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.01727, "loss_rpn_cls": 0.0235, "loss_rpn_bbox": 0.02916, "loss_cls": 0.16297, "acc": 94.24951, "loss_bbox": 0.19, "loss_mask": 0.20692, "loss": 0.61255, "time": 0.66784} {"mode": "train", "epoch": 23, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.01824, "loss_rpn_cls": 0.02246, "loss_rpn_bbox": 0.03005, "loss_cls": 0.16749, "acc": 93.95312, "loss_bbox": 0.20297, "loss_mask": 0.21406, "loss": 0.63702, "time": 0.66859} {"mode": "train", "epoch": 23, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.01542, "loss_rpn_cls": 0.0232, "loss_rpn_bbox": 0.03096, "loss_cls": 0.17018, "acc": 93.89307, "loss_bbox": 0.2056, "loss_mask": 0.21684, "loss": 0.64678, "time": 0.68144} {"mode": "train", "epoch": 23, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.0177, "loss_rpn_cls": 0.02284, "loss_rpn_bbox": 0.03111, "loss_cls": 0.1689, "acc": 94.03711, "loss_bbox": 0.19803, "loss_mask": 0.20939, "loss": 0.63026, "time": 0.67486} {"mode": "train", "epoch": 23, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.01575, "loss_rpn_cls": 0.02581, "loss_rpn_bbox": 0.03251, "loss_cls": 0.17499, "acc": 93.74976, "loss_bbox": 0.20978, "loss_mask": 0.22298, "loss": 0.66607, "time": 0.66449} {"mode": "train", "epoch": 23, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01699, "loss_rpn_cls": 0.02359, "loss_rpn_bbox": 0.03041, "loss_cls": 0.16351, "acc": 94.14575, "loss_bbox": 0.19854, "loss_mask": 0.21382, "loss": 0.62986, "time": 0.66491} {"mode": "train", "epoch": 23, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.01778, "loss_rpn_cls": 0.02598, "loss_rpn_bbox": 0.03206, "loss_cls": 0.17964, "acc": 93.60938, "loss_bbox": 0.21586, "loss_mask": 0.22202, "loss": 0.67556, "time": 0.6649} {"mode": "train", "epoch": 23, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01576, "loss_rpn_cls": 0.02176, "loss_rpn_bbox": 0.03024, "loss_cls": 0.16372, "acc": 94.13599, "loss_bbox": 0.20034, "loss_mask": 0.2134, "loss": 0.62946, "time": 0.67185} {"mode": "train", "epoch": 23, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.01689, "loss_rpn_cls": 0.02447, "loss_rpn_bbox": 0.03209, "loss_cls": 0.17806, "acc": 93.60229, "loss_bbox": 0.20971, "loss_mask": 0.21928, "loss": 0.66362, "time": 0.66822} {"mode": "train", "epoch": 23, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.01718, "loss_rpn_cls": 0.02432, "loss_rpn_bbox": 0.03133, "loss_cls": 0.17446, "acc": 93.771, "loss_bbox": 0.20652, "loss_mask": 0.21729, "loss": 0.65392, "time": 0.6685} {"mode": "train", "epoch": 23, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.01815, "loss_rpn_cls": 0.02535, "loss_rpn_bbox": 0.03085, "loss_cls": 0.1712, "acc": 93.83716, "loss_bbox": 0.20491, "loss_mask": 0.2147, "loss": 0.64701, "time": 0.6736} {"mode": "train", "epoch": 23, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.01792, "loss_rpn_cls": 0.02396, "loss_rpn_bbox": 0.03183, "loss_cls": 0.17732, "acc": 93.67773, "loss_bbox": 0.20688, "loss_mask": 0.22208, "loss": 0.66206, "time": 0.67502} {"mode": "train", "epoch": 23, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.01584, "loss_rpn_cls": 0.02393, "loss_rpn_bbox": 0.03054, "loss_cls": 0.16873, "acc": 94.04663, "loss_bbox": 0.20081, "loss_mask": 0.21495, "loss": 0.63896, "time": 0.66264} {"mode": "train", "epoch": 23, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.01815, "loss_rpn_cls": 0.0259, "loss_rpn_bbox": 0.03101, "loss_cls": 0.17455, "acc": 93.73413, "loss_bbox": 0.20742, "loss_mask": 0.21584, "loss": 0.65472, "time": 0.67176} {"mode": "train", "epoch": 23, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.02001, "loss_rpn_cls": 0.02529, "loss_rpn_bbox": 0.03309, "loss_cls": 0.1747, "acc": 93.65503, "loss_bbox": 0.21008, "loss_mask": 0.22365, "loss": 0.66683, "time": 0.66374} {"mode": "train", "epoch": 23, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.01584, "loss_rpn_cls": 0.02316, "loss_rpn_bbox": 0.0307, "loss_cls": 0.16537, "acc": 94.15161, "loss_bbox": 0.19842, "loss_mask": 0.2186, "loss": 0.63625, "time": 0.67367} {"mode": "train", "epoch": 23, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01548, "loss_rpn_cls": 0.02498, "loss_rpn_bbox": 0.03193, "loss_cls": 0.17624, "acc": 93.89575, "loss_bbox": 0.20634, "loss_mask": 0.21567, "loss": 0.65516, "time": 0.6673} {"mode": "train", "epoch": 23, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01801, "loss_rpn_cls": 0.02384, "loss_rpn_bbox": 0.03326, "loss_cls": 0.17917, "acc": 93.6543, "loss_bbox": 0.20865, "loss_mask": 0.21464, "loss": 0.65957, "time": 0.673} {"mode": "train", "epoch": 23, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01525, "loss_rpn_cls": 0.02485, "loss_rpn_bbox": 0.03029, "loss_cls": 0.17357, "acc": 93.81079, "loss_bbox": 0.20676, "loss_mask": 0.21648, "loss": 0.65195, "time": 0.67565} {"mode": "train", "epoch": 23, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01544, "loss_rpn_cls": 0.02369, "loss_rpn_bbox": 0.02972, "loss_cls": 0.16719, "acc": 94.03223, "loss_bbox": 0.19814, "loss_mask": 0.21963, "loss": 0.63837, "time": 0.66566} {"mode": "train", "epoch": 23, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.01754, "loss_rpn_cls": 0.0238, "loss_rpn_bbox": 0.03112, "loss_cls": 0.16754, "acc": 93.89282, "loss_bbox": 0.2028, "loss_mask": 0.20967, "loss": 0.63493, "time": 0.67777} {"mode": "train", "epoch": 23, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.0192, "loss_rpn_cls": 0.02699, "loss_rpn_bbox": 0.03325, "loss_cls": 0.1704, "acc": 93.89624, "loss_bbox": 0.20886, "loss_mask": 0.22048, "loss": 0.65998, "time": 0.66829} {"mode": "train", "epoch": 23, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01854, "loss_rpn_cls": 0.02409, "loss_rpn_bbox": 0.03291, "loss_cls": 0.17298, "acc": 93.81445, "loss_bbox": 0.20551, "loss_mask": 0.21816, "loss": 0.65363, "time": 0.67386} {"mode": "train", "epoch": 23, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.0176, "loss_rpn_cls": 0.02747, "loss_rpn_bbox": 0.03229, "loss_cls": 0.17374, "acc": 93.72461, "loss_bbox": 0.20306, "loss_mask": 0.21421, "loss": 0.65076, "time": 0.67182} {"mode": "train", "epoch": 23, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.01452, "loss_rpn_cls": 0.02328, "loss_rpn_bbox": 0.03019, "loss_cls": 0.16602, "acc": 94.02124, "loss_bbox": 0.19732, "loss_mask": 0.21448, "loss": 0.63129, "time": 0.66247} {"mode": "train", "epoch": 23, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.01648, "loss_rpn_cls": 0.02301, "loss_rpn_bbox": 0.03229, "loss_cls": 0.17328, "acc": 93.77197, "loss_bbox": 0.2048, "loss_mask": 0.21401, "loss": 0.64739, "time": 0.66976} {"mode": "train", "epoch": 23, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.01677, "loss_rpn_cls": 0.02411, "loss_rpn_bbox": 0.03215, "loss_cls": 0.16833, "acc": 94.00098, "loss_bbox": 0.20493, "loss_mask": 0.21686, "loss": 0.64638, "time": 0.66546} {"mode": "train", "epoch": 23, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01793, "loss_rpn_cls": 0.02244, "loss_rpn_bbox": 0.02865, "loss_cls": 0.16639, "acc": 94.0686, "loss_bbox": 0.19919, "loss_mask": 0.21938, "loss": 0.63606, "time": 0.67201} {"mode": "train", "epoch": 23, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.01739, "loss_rpn_cls": 0.02526, "loss_rpn_bbox": 0.03281, "loss_cls": 0.17896, "acc": 93.70483, "loss_bbox": 0.20696, "loss_mask": 0.22117, "loss": 0.66516, "time": 0.67138} {"mode": "train", "epoch": 23, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.01806, "loss_rpn_cls": 0.02258, "loss_rpn_bbox": 0.03048, "loss_cls": 0.16414, "acc": 94.10425, "loss_bbox": 0.19786, "loss_mask": 0.21232, "loss": 0.62737, "time": 0.67108} {"mode": "train", "epoch": 23, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.01656, "loss_rpn_cls": 0.02401, "loss_rpn_bbox": 0.03082, "loss_cls": 0.17428, "acc": 93.73535, "loss_bbox": 0.20376, "loss_mask": 0.21252, "loss": 0.64538, "time": 0.66299} {"mode": "train", "epoch": 23, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01608, "loss_rpn_cls": 0.0266, "loss_rpn_bbox": 0.03413, "loss_cls": 0.17333, "acc": 93.77905, "loss_bbox": 0.20676, "loss_mask": 0.21858, "loss": 0.65939, "time": 0.67292} {"mode": "train", "epoch": 23, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01541, "loss_rpn_cls": 0.02504, "loss_rpn_bbox": 0.03049, "loss_cls": 0.16863, "acc": 94.03394, "loss_bbox": 0.19935, "loss_mask": 0.21447, "loss": 0.63798, "time": 0.67243} {"mode": "train", "epoch": 23, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.01655, "loss_rpn_cls": 0.02356, "loss_rpn_bbox": 0.03033, "loss_cls": 0.16407, "acc": 94.08447, "loss_bbox": 0.19962, "loss_mask": 0.21836, "loss": 0.63595, "time": 0.67829} {"mode": "train", "epoch": 23, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.01772, "loss_rpn_cls": 0.02515, "loss_rpn_bbox": 0.03221, "loss_cls": 0.17282, "acc": 93.82373, "loss_bbox": 0.2043, "loss_mask": 0.21613, "loss": 0.65062, "time": 0.66915} {"mode": "train", "epoch": 23, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.01533, "loss_rpn_cls": 0.02476, "loss_rpn_bbox": 0.03234, "loss_cls": 0.17873, "acc": 93.59351, "loss_bbox": 0.21155, "loss_mask": 0.22037, "loss": 0.66775, "time": 0.67298} {"mode": "train", "epoch": 23, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01697, "loss_rpn_cls": 0.02637, "loss_rpn_bbox": 0.03277, "loss_cls": 0.17219, "acc": 93.87939, "loss_bbox": 0.20127, "loss_mask": 0.21874, "loss": 0.65134, "time": 0.67664} {"mode": "train", "epoch": 23, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.01707, "loss_rpn_cls": 0.02466, "loss_rpn_bbox": 0.03373, "loss_cls": 0.18049, "acc": 93.44214, "loss_bbox": 0.21621, "loss_mask": 0.22122, "loss": 0.67632, "time": 0.66125} {"mode": "train", "epoch": 23, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01706, "loss_rpn_cls": 0.0236, "loss_rpn_bbox": 0.03318, "loss_cls": 0.18131, "acc": 93.44775, "loss_bbox": 0.21644, "loss_mask": 0.22197, "loss": 0.6765, "time": 0.67662} {"mode": "train", "epoch": 23, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.01891, "loss_rpn_cls": 0.02264, "loss_rpn_bbox": 0.0308, "loss_cls": 0.15808, "acc": 94.23267, "loss_bbox": 0.19641, "loss_mask": 0.21142, "loss": 0.61934, "time": 0.66842} {"mode": "train", "epoch": 23, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.01775, "loss_rpn_cls": 0.02402, "loss_rpn_bbox": 0.03219, "loss_cls": 0.16604, "acc": 93.99634, "loss_bbox": 0.19532, "loss_mask": 0.21237, "loss": 0.62993, "time": 0.67031} {"mode": "train", "epoch": 23, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.0165, "loss_rpn_cls": 0.02227, "loss_rpn_bbox": 0.03036, "loss_cls": 0.16076, "acc": 94.28149, "loss_bbox": 0.19264, "loss_mask": 0.21495, "loss": 0.62097, "time": 0.6713} {"mode": "train", "epoch": 23, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.01835, "loss_rpn_cls": 0.02467, "loss_rpn_bbox": 0.03031, "loss_cls": 0.16389, "acc": 94.15967, "loss_bbox": 0.19965, "loss_mask": 0.2149, "loss": 0.63342, "time": 0.66651} {"mode": "train", "epoch": 23, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.01628, "loss_rpn_cls": 0.02465, "loss_rpn_bbox": 0.03154, "loss_cls": 0.17354, "acc": 93.90527, "loss_bbox": 0.20226, "loss_mask": 0.22039, "loss": 0.65239, "time": 0.6719} {"mode": "train", "epoch": 23, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.01581, "loss_rpn_cls": 0.02384, "loss_rpn_bbox": 0.03117, "loss_cls": 0.17702, "acc": 93.77075, "loss_bbox": 0.20873, "loss_mask": 0.22127, "loss": 0.66203, "time": 0.66505} {"mode": "train", "epoch": 23, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.01574, "loss_rpn_cls": 0.02323, "loss_rpn_bbox": 0.03179, "loss_cls": 0.17494, "acc": 93.69189, "loss_bbox": 0.20758, "loss_mask": 0.21373, "loss": 0.65126, "time": 0.66588} {"mode": "train", "epoch": 23, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.01674, "loss_rpn_cls": 0.02482, "loss_rpn_bbox": 0.03334, "loss_cls": 0.16719, "acc": 94.04883, "loss_bbox": 0.20268, "loss_mask": 0.21112, "loss": 0.63915, "time": 0.66688} {"mode": "train", "epoch": 23, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.01703, "loss_rpn_cls": 0.02311, "loss_rpn_bbox": 0.03053, "loss_cls": 0.16692, "acc": 93.89917, "loss_bbox": 0.20042, "loss_mask": 0.21283, "loss": 0.63381, "time": 0.6912} {"mode": "train", "epoch": 23, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.01924, "loss_rpn_cls": 0.02511, "loss_rpn_bbox": 0.0317, "loss_cls": 0.17211, "acc": 93.84106, "loss_bbox": 0.20822, "loss_mask": 0.21994, "loss": 0.65709, "time": 0.66803} {"mode": "train", "epoch": 23, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.01629, "loss_rpn_cls": 0.02387, "loss_rpn_bbox": 0.0321, "loss_cls": 0.1707, "acc": 93.97437, "loss_bbox": 0.20544, "loss_mask": 0.21706, "loss": 0.64918, "time": 0.67287} {"mode": "train", "epoch": 23, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.01791, "loss_rpn_cls": 0.02438, "loss_rpn_bbox": 0.03007, "loss_cls": 0.17015, "acc": 93.92798, "loss_bbox": 0.20255, "loss_mask": 0.2153, "loss": 0.64246, "time": 0.66521} {"mode": "train", "epoch": 23, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.01371, "loss_rpn_cls": 0.02757, "loss_rpn_bbox": 0.03326, "loss_cls": 0.17298, "acc": 93.64648, "loss_bbox": 0.21017, "loss_mask": 0.21532, "loss": 0.6593, "time": 0.66686} {"mode": "train", "epoch": 23, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.01785, "loss_rpn_cls": 0.02455, "loss_rpn_bbox": 0.03253, "loss_cls": 0.17142, "acc": 93.88306, "loss_bbox": 0.20605, "loss_mask": 0.21476, "loss": 0.64931, "time": 0.68823} {"mode": "train", "epoch": 23, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.01635, "loss_rpn_cls": 0.02237, "loss_rpn_bbox": 0.03143, "loss_cls": 0.17113, "acc": 93.88232, "loss_bbox": 0.20536, "loss_mask": 0.21468, "loss": 0.64498, "time": 0.67039} {"mode": "train", "epoch": 23, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.01857, "loss_rpn_cls": 0.0224, "loss_rpn_bbox": 0.02953, "loss_cls": 0.17066, "acc": 93.96289, "loss_bbox": 0.20263, "loss_mask": 0.21814, "loss": 0.64336, "time": 0.68434} {"mode": "train", "epoch": 23, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.0182, "loss_rpn_cls": 0.02613, "loss_rpn_bbox": 0.03309, "loss_cls": 0.17821, "acc": 93.67651, "loss_bbox": 0.21024, "loss_mask": 0.22041, "loss": 0.66809, "time": 0.67998} {"mode": "train", "epoch": 23, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.01806, "loss_rpn_cls": 0.02576, "loss_rpn_bbox": 0.03332, "loss_cls": 0.17487, "acc": 93.67334, "loss_bbox": 0.21138, "loss_mask": 0.21994, "loss": 0.66526, "time": 0.66871} {"mode": "train", "epoch": 23, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.01788, "loss_rpn_cls": 0.02292, "loss_rpn_bbox": 0.02959, "loss_cls": 0.16858, "acc": 94.03467, "loss_bbox": 0.19743, "loss_mask": 0.21331, "loss": 0.63182, "time": 0.66189} {"mode": "train", "epoch": 23, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.01999, "loss_rpn_cls": 0.02411, "loss_rpn_bbox": 0.03029, "loss_cls": 0.17352, "acc": 93.77759, "loss_bbox": 0.20685, "loss_mask": 0.21477, "loss": 0.64954, "time": 0.67397} {"mode": "train", "epoch": 23, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.01668, "loss_rpn_cls": 0.02445, "loss_rpn_bbox": 0.02966, "loss_cls": 0.15903, "acc": 94.41968, "loss_bbox": 0.19045, "loss_mask": 0.21377, "loss": 0.61736, "time": 0.66402} {"mode": "train", "epoch": 23, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.01649, "loss_rpn_cls": 0.02288, "loss_rpn_bbox": 0.0287, "loss_cls": 0.1705, "acc": 93.91724, "loss_bbox": 0.20142, "loss_mask": 0.21668, "loss": 0.64018, "time": 0.67691} {"mode": "train", "epoch": 23, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.01651, "loss_rpn_cls": 0.02403, "loss_rpn_bbox": 0.03217, "loss_cls": 0.18049, "acc": 93.52295, "loss_bbox": 0.21315, "loss_mask": 0.22003, "loss": 0.66988, "time": 0.67009} {"mode": "train", "epoch": 23, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.01737, "loss_rpn_cls": 0.02288, "loss_rpn_bbox": 0.0305, "loss_cls": 0.17637, "acc": 93.68091, "loss_bbox": 0.20713, "loss_mask": 0.21326, "loss": 0.65013, "time": 0.67986} {"mode": "train", "epoch": 23, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01594, "loss_rpn_cls": 0.02542, "loss_rpn_bbox": 0.0331, "loss_cls": 0.1724, "acc": 93.75171, "loss_bbox": 0.212, "loss_mask": 0.21685, "loss": 0.65977, "time": 0.68853} {"mode": "train", "epoch": 23, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.01661, "loss_rpn_cls": 0.02239, "loss_rpn_bbox": 0.03118, "loss_cls": 0.1685, "acc": 94.06274, "loss_bbox": 0.19927, "loss_mask": 0.21203, "loss": 0.63337, "time": 0.67672} {"mode": "train", "epoch": 23, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.01575, "loss_rpn_cls": 0.02312, "loss_rpn_bbox": 0.03084, "loss_cls": 0.18044, "acc": 93.50562, "loss_bbox": 0.20901, "loss_mask": 0.21819, "loss": 0.6616, "time": 0.66973} {"mode": "train", "epoch": 23, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.0155, "loss_rpn_cls": 0.02241, "loss_rpn_bbox": 0.0304, "loss_cls": 0.17513, "acc": 93.80908, "loss_bbox": 0.20413, "loss_mask": 0.21119, "loss": 0.64327, "time": 0.66883} {"mode": "train", "epoch": 23, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01685, "loss_rpn_cls": 0.02643, "loss_rpn_bbox": 0.03091, "loss_cls": 0.16919, "acc": 93.88037, "loss_bbox": 0.20298, "loss_mask": 0.21139, "loss": 0.6409, "time": 0.66716} {"mode": "train", "epoch": 23, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.01805, "loss_rpn_cls": 0.0231, "loss_rpn_bbox": 0.03052, "loss_cls": 0.17372, "acc": 93.82812, "loss_bbox": 0.20566, "loss_mask": 0.20982, "loss": 0.64282, "time": 0.67399} {"mode": "train", "epoch": 23, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.01738, "loss_rpn_cls": 0.02613, "loss_rpn_bbox": 0.03163, "loss_cls": 0.16386, "acc": 94.19653, "loss_bbox": 0.19854, "loss_mask": 0.20785, "loss": 0.62801, "time": 0.66106} {"mode": "train", "epoch": 23, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01634, "loss_rpn_cls": 0.02181, "loss_rpn_bbox": 0.03036, "loss_cls": 0.1611, "acc": 94.22925, "loss_bbox": 0.19224, "loss_mask": 0.20809, "loss": 0.6136, "time": 0.66452} {"mode": "train", "epoch": 23, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.01671, "loss_rpn_cls": 0.02512, "loss_rpn_bbox": 0.03125, "loss_cls": 0.16935, "acc": 94.02002, "loss_bbox": 0.2026, "loss_mask": 0.218, "loss": 0.64631, "time": 0.66865} {"mode": "train", "epoch": 23, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.01608, "loss_rpn_cls": 0.02336, "loss_rpn_bbox": 0.03047, "loss_cls": 0.15604, "acc": 94.32495, "loss_bbox": 0.19512, "loss_mask": 0.21228, "loss": 0.61727, "time": 0.67587} {"mode": "train", "epoch": 23, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.01639, "loss_rpn_cls": 0.02463, "loss_rpn_bbox": 0.0318, "loss_cls": 0.15921, "acc": 94.2356, "loss_bbox": 0.19322, "loss_mask": 0.21128, "loss": 0.62014, "time": 0.66821} {"mode": "train", "epoch": 23, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.02113, "loss_rpn_cls": 0.02819, "loss_rpn_bbox": 0.03196, "loss_cls": 0.1655, "acc": 94.04126, "loss_bbox": 0.19691, "loss_mask": 0.21592, "loss": 0.63848, "time": 0.67422} {"mode": "train", "epoch": 23, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.01581, "loss_rpn_cls": 0.0238, "loss_rpn_bbox": 0.03144, "loss_cls": 0.16543, "acc": 94.09131, "loss_bbox": 0.1967, "loss_mask": 0.20993, "loss": 0.62731, "time": 0.66843} {"mode": "train", "epoch": 23, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.01517, "loss_rpn_cls": 0.02558, "loss_rpn_bbox": 0.03269, "loss_cls": 0.1685, "acc": 93.88599, "loss_bbox": 0.20835, "loss_mask": 0.21174, "loss": 0.64686, "time": 0.67115} {"mode": "train", "epoch": 23, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01746, "loss_rpn_cls": 0.02405, "loss_rpn_bbox": 0.03089, "loss_cls": 0.15794, "acc": 94.26514, "loss_bbox": 0.18953, "loss_mask": 0.2073, "loss": 0.60971, "time": 0.66943} {"mode": "train", "epoch": 23, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01812, "loss_rpn_cls": 0.02288, "loss_rpn_bbox": 0.03054, "loss_cls": 0.16698, "acc": 93.9707, "loss_bbox": 0.19769, "loss_mask": 0.21002, "loss": 0.6281, "time": 0.67707} {"mode": "train", "epoch": 23, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.01744, "loss_rpn_cls": 0.02505, "loss_rpn_bbox": 0.03129, "loss_cls": 0.17232, "acc": 93.77148, "loss_bbox": 0.207, "loss_mask": 0.21098, "loss": 0.64665, "time": 0.66327} {"mode": "train", "epoch": 23, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.01753, "loss_rpn_cls": 0.02513, "loss_rpn_bbox": 0.03098, "loss_cls": 0.1681, "acc": 94.02173, "loss_bbox": 0.19958, "loss_mask": 0.21682, "loss": 0.64061, "time": 0.66947} {"mode": "train", "epoch": 23, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.01615, "loss_rpn_cls": 0.02314, "loss_rpn_bbox": 0.03119, "loss_cls": 0.16941, "acc": 93.94238, "loss_bbox": 0.2001, "loss_mask": 0.22093, "loss": 0.64477, "time": 0.67991} {"mode": "train", "epoch": 23, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.01852, "loss_rpn_cls": 0.02519, "loss_rpn_bbox": 0.03275, "loss_cls": 0.1761, "acc": 93.82788, "loss_bbox": 0.20668, "loss_mask": 0.22476, "loss": 0.66547, "time": 0.68274} {"mode": "train", "epoch": 23, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.01701, "loss_rpn_cls": 0.02512, "loss_rpn_bbox": 0.0314, "loss_cls": 0.17607, "acc": 93.80615, "loss_bbox": 0.20435, "loss_mask": 0.21684, "loss": 0.65377, "time": 0.67076} {"mode": "train", "epoch": 23, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.01752, "loss_rpn_cls": 0.02607, "loss_rpn_bbox": 0.03223, "loss_cls": 0.16861, "acc": 94.02905, "loss_bbox": 0.19808, "loss_mask": 0.21508, "loss": 0.64007, "time": 0.66935} {"mode": "train", "epoch": 23, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.01581, "loss_rpn_cls": 0.02466, "loss_rpn_bbox": 0.03203, "loss_cls": 0.16155, "acc": 94.31104, "loss_bbox": 0.18925, "loss_mask": 0.20787, "loss": 0.61536, "time": 0.65696} {"mode": "train", "epoch": 23, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.0176, "loss_rpn_cls": 0.02425, "loss_rpn_bbox": 0.03344, "loss_cls": 0.16288, "acc": 94.10303, "loss_bbox": 0.19275, "loss_mask": 0.20567, "loss": 0.61899, "time": 0.66881} {"mode": "train", "epoch": 23, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01613, "loss_rpn_cls": 0.02492, "loss_rpn_bbox": 0.03163, "loss_cls": 0.16361, "acc": 94.0708, "loss_bbox": 0.1969, "loss_mask": 0.2128, "loss": 0.62985, "time": 0.67576} {"mode": "val", "epoch": 23, "iter": 625, "lr": 0.0, "bbox_mAP": 0.512, "bbox_mAP_50": 0.7363, "bbox_mAP_75": 0.5682, "bbox_mAP_s": 0.3668, "bbox_mAP_m": 0.5559, "bbox_mAP_l": 0.6393, "bbox_mAP_copypaste": "0.5120 0.7363 0.5682 0.3668 0.5559 0.6393", "segm_mAP": 0.4543, "segm_mAP_50": 0.7073, "segm_mAP_75": 0.4899, "segm_mAP_s": 0.2707, "segm_mAP_m": 0.495, "segm_mAP_l": 0.6453, "segm_mAP_copypaste": "0.4543 0.7073 0.4899 0.2707 0.4950 0.6453"} {"mode": "train", "epoch": 24, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.70666, "loss_rpn_cls": 0.0238, "loss_rpn_bbox": 0.03287, "loss_cls": 0.17184, "acc": 93.76025, "loss_bbox": 0.20409, "loss_mask": 0.21905, "loss": 0.65164, "time": 1.36444} {"mode": "train", "epoch": 24, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.01738, "loss_rpn_cls": 0.02267, "loss_rpn_bbox": 0.03123, "loss_cls": 0.16678, "acc": 93.9502, "loss_bbox": 0.20434, "loss_mask": 0.2171, "loss": 0.64213, "time": 0.67458} {"mode": "train", "epoch": 24, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.01363, "loss_rpn_cls": 0.0238, "loss_rpn_bbox": 0.03014, "loss_cls": 0.16524, "acc": 94.08691, "loss_bbox": 0.19958, "loss_mask": 0.21572, "loss": 0.63446, "time": 0.66624} {"mode": "train", "epoch": 24, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.01868, "loss_rpn_cls": 0.02422, "loss_rpn_bbox": 0.03211, "loss_cls": 0.17585, "acc": 93.57739, "loss_bbox": 0.212, "loss_mask": 0.21855, "loss": 0.66271, "time": 0.66827} {"mode": "train", "epoch": 24, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.01534, "loss_rpn_cls": 0.02299, "loss_rpn_bbox": 0.02952, "loss_cls": 0.15631, "acc": 94.37939, "loss_bbox": 0.18872, "loss_mask": 0.20683, "loss": 0.60438, "time": 0.67433} {"mode": "train", "epoch": 24, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.01686, "loss_rpn_cls": 0.0229, "loss_rpn_bbox": 0.03041, "loss_cls": 0.16769, "acc": 94.02637, "loss_bbox": 0.19918, "loss_mask": 0.2183, "loss": 0.63848, "time": 0.66757} {"mode": "train", "epoch": 24, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.01502, "loss_rpn_cls": 0.02369, "loss_rpn_bbox": 0.0317, "loss_cls": 0.16367, "acc": 94.17065, "loss_bbox": 0.19816, "loss_mask": 0.21935, "loss": 0.63657, "time": 0.67576} {"mode": "train", "epoch": 24, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.01775, "loss_rpn_cls": 0.02318, "loss_rpn_bbox": 0.03206, "loss_cls": 0.16874, "acc": 93.98804, "loss_bbox": 0.1997, "loss_mask": 0.21387, "loss": 0.63754, "time": 0.67077} {"mode": "train", "epoch": 24, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.01849, "loss_rpn_cls": 0.02459, "loss_rpn_bbox": 0.03269, "loss_cls": 0.18244, "acc": 93.43481, "loss_bbox": 0.21209, "loss_mask": 0.21548, "loss": 0.6673, "time": 0.68082} {"mode": "train", "epoch": 24, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.01803, "loss_rpn_cls": 0.02253, "loss_rpn_bbox": 0.0302, "loss_cls": 0.17302, "acc": 93.72778, "loss_bbox": 0.20914, "loss_mask": 0.21803, "loss": 0.65292, "time": 0.67318} {"mode": "train", "epoch": 24, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01726, "loss_rpn_cls": 0.02454, "loss_rpn_bbox": 0.03156, "loss_cls": 0.17246, "acc": 93.87061, "loss_bbox": 0.20809, "loss_mask": 0.21173, "loss": 0.64838, "time": 0.66327} {"mode": "train", "epoch": 24, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.01594, "loss_rpn_cls": 0.02161, "loss_rpn_bbox": 0.03163, "loss_cls": 0.1688, "acc": 93.9624, "loss_bbox": 0.20608, "loss_mask": 0.21778, "loss": 0.6459, "time": 0.67455} {"mode": "train", "epoch": 24, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.01812, "loss_rpn_cls": 0.02575, "loss_rpn_bbox": 0.0309, "loss_cls": 0.17341, "acc": 93.75977, "loss_bbox": 0.20698, "loss_mask": 0.21839, "loss": 0.65543, "time": 0.67065} {"mode": "train", "epoch": 24, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.01662, "loss_rpn_cls": 0.02381, "loss_rpn_bbox": 0.03244, "loss_cls": 0.17619, "acc": 93.63306, "loss_bbox": 0.21389, "loss_mask": 0.21723, "loss": 0.66356, "time": 0.66479} {"mode": "train", "epoch": 24, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.01923, "loss_rpn_cls": 0.0252, "loss_rpn_bbox": 0.03359, "loss_cls": 0.16405, "acc": 94.13184, "loss_bbox": 0.19791, "loss_mask": 0.2081, "loss": 0.62884, "time": 0.66961} {"mode": "train", "epoch": 24, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.01782, "loss_rpn_cls": 0.02338, "loss_rpn_bbox": 0.03197, "loss_cls": 0.14301, "acc": 94.84619, "loss_bbox": 0.18228, "loss_mask": 0.21273, "loss": 0.59337, "time": 0.67434} {"mode": "train", "epoch": 24, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.01662, "loss_rpn_cls": 0.02456, "loss_rpn_bbox": 0.03168, "loss_cls": 0.15634, "acc": 94.32227, "loss_bbox": 0.19044, "loss_mask": 0.208, "loss": 0.61102, "time": 0.67163} {"mode": "train", "epoch": 24, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.01947, "loss_rpn_cls": 0.02476, "loss_rpn_bbox": 0.03259, "loss_cls": 0.16568, "acc": 94.03809, "loss_bbox": 0.20222, "loss_mask": 0.20932, "loss": 0.63457, "time": 0.67084} {"mode": "train", "epoch": 24, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.017, "loss_rpn_cls": 0.02217, "loss_rpn_bbox": 0.02938, "loss_cls": 0.16142, "acc": 94.21387, "loss_bbox": 0.19899, "loss_mask": 0.21119, "loss": 0.62315, "time": 0.66912} {"mode": "train", "epoch": 24, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.01887, "loss_rpn_cls": 0.02077, "loss_rpn_bbox": 0.02905, "loss_cls": 0.1621, "acc": 94.1377, "loss_bbox": 0.20354, "loss_mask": 0.2126, "loss": 0.62806, "time": 0.66545} {"mode": "train", "epoch": 24, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01764, "loss_rpn_cls": 0.02287, "loss_rpn_bbox": 0.03201, "loss_cls": 0.16893, "acc": 93.92383, "loss_bbox": 0.20343, "loss_mask": 0.21096, "loss": 0.63819, "time": 0.66949} {"mode": "train", "epoch": 24, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.01775, "loss_rpn_cls": 0.02354, "loss_rpn_bbox": 0.03221, "loss_cls": 0.16725, "acc": 94.07959, "loss_bbox": 0.20243, "loss_mask": 0.21386, "loss": 0.63928, "time": 0.66187} {"mode": "train", "epoch": 24, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.01885, "loss_rpn_cls": 0.0237, "loss_rpn_bbox": 0.0328, "loss_cls": 0.17649, "acc": 93.67505, "loss_bbox": 0.21386, "loss_mask": 0.21459, "loss": 0.66145, "time": 0.66973} {"mode": "train", "epoch": 24, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.01651, "loss_rpn_cls": 0.02578, "loss_rpn_bbox": 0.0337, "loss_cls": 0.16894, "acc": 93.83203, "loss_bbox": 0.2082, "loss_mask": 0.21218, "loss": 0.64881, "time": 0.69161} {"mode": "train", "epoch": 24, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.01913, "loss_rpn_cls": 0.02437, "loss_rpn_bbox": 0.03486, "loss_cls": 0.1775, "acc": 93.60913, "loss_bbox": 0.21333, "loss_mask": 0.21768, "loss": 0.66774, "time": 0.67609} {"mode": "train", "epoch": 24, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.01754, "loss_rpn_cls": 0.02191, "loss_rpn_bbox": 0.02832, "loss_cls": 0.16322, "acc": 94.28979, "loss_bbox": 0.18866, "loss_mask": 0.2095, "loss": 0.61161, "time": 0.66338} {"mode": "train", "epoch": 24, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01574, "loss_rpn_cls": 0.02294, "loss_rpn_bbox": 0.02913, "loss_cls": 0.16256, "acc": 94.0957, "loss_bbox": 0.19852, "loss_mask": 0.21466, "loss": 0.62781, "time": 0.67459} {"mode": "train", "epoch": 24, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01872, "loss_rpn_cls": 0.02404, "loss_rpn_bbox": 0.03246, "loss_cls": 0.16952, "acc": 93.86499, "loss_bbox": 0.20901, "loss_mask": 0.21395, "loss": 0.64898, "time": 0.66832} {"mode": "train", "epoch": 24, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.01591, "loss_rpn_cls": 0.02351, "loss_rpn_bbox": 0.03078, "loss_cls": 0.16038, "acc": 94.23413, "loss_bbox": 0.19705, "loss_mask": 0.21629, "loss": 0.62802, "time": 0.6673} {"mode": "train", "epoch": 24, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.01749, "loss_rpn_cls": 0.02585, "loss_rpn_bbox": 0.03128, "loss_cls": 0.16779, "acc": 94.00952, "loss_bbox": 0.2057, "loss_mask": 0.21635, "loss": 0.64698, "time": 0.68216} {"mode": "train", "epoch": 24, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.016, "loss_rpn_cls": 0.02222, "loss_rpn_bbox": 0.03104, "loss_cls": 0.16704, "acc": 93.98706, "loss_bbox": 0.20186, "loss_mask": 0.21068, "loss": 0.63284, "time": 0.6869} {"mode": "train", "epoch": 24, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.01853, "loss_rpn_cls": 0.0251, "loss_rpn_bbox": 0.03257, "loss_cls": 0.17564, "acc": 93.58057, "loss_bbox": 0.213, "loss_mask": 0.22025, "loss": 0.66656, "time": 0.68051} {"mode": "train", "epoch": 24, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.01754, "loss_rpn_cls": 0.0234, "loss_rpn_bbox": 0.03103, "loss_cls": 0.17009, "acc": 93.81982, "loss_bbox": 0.20924, "loss_mask": 0.22175, "loss": 0.65552, "time": 0.66535} {"mode": "train", "epoch": 24, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.0184, "loss_rpn_cls": 0.02267, "loss_rpn_bbox": 0.03064, "loss_cls": 0.17311, "acc": 93.72827, "loss_bbox": 0.20927, "loss_mask": 0.21679, "loss": 0.65248, "time": 0.67563} {"mode": "train", "epoch": 24, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.01864, "loss_rpn_cls": 0.02182, "loss_rpn_bbox": 0.029, "loss_cls": 0.14857, "acc": 94.54663, "loss_bbox": 0.18728, "loss_mask": 0.2068, "loss": 0.59348, "time": 0.66793} {"mode": "train", "epoch": 24, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.01921, "loss_rpn_cls": 0.024, "loss_rpn_bbox": 0.03228, "loss_cls": 0.14088, "acc": 94.90527, "loss_bbox": 0.17687, "loss_mask": 0.20787, "loss": 0.5819, "time": 0.67024} {"mode": "train", "epoch": 24, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.01745, "loss_rpn_cls": 0.02315, "loss_rpn_bbox": 0.02983, "loss_cls": 0.16339, "acc": 94.10376, "loss_bbox": 0.19891, "loss_mask": 0.21363, "loss": 0.62891, "time": 0.66791} {"mode": "train", "epoch": 24, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.01663, "loss_rpn_cls": 0.02474, "loss_rpn_bbox": 0.03007, "loss_cls": 0.16263, "acc": 94.15356, "loss_bbox": 0.19563, "loss_mask": 0.21277, "loss": 0.62584, "time": 0.66529} {"mode": "train", "epoch": 24, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.01831, "loss_rpn_cls": 0.02363, "loss_rpn_bbox": 0.03165, "loss_cls": 0.167, "acc": 94.08398, "loss_bbox": 0.19478, "loss_mask": 0.21273, "loss": 0.62979, "time": 0.67575} {"mode": "train", "epoch": 24, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.01727, "loss_rpn_cls": 0.02463, "loss_rpn_bbox": 0.03063, "loss_cls": 0.16612, "acc": 94.00952, "loss_bbox": 0.19592, "loss_mask": 0.21102, "loss": 0.62831, "time": 0.68518} {"mode": "train", "epoch": 24, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.01587, "loss_rpn_cls": 0.02099, "loss_rpn_bbox": 0.02942, "loss_cls": 0.15222, "acc": 94.47778, "loss_bbox": 0.18459, "loss_mask": 0.2057, "loss": 0.59293, "time": 0.66079} {"mode": "train", "epoch": 24, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.01949, "loss_rpn_cls": 0.02453, "loss_rpn_bbox": 0.03145, "loss_cls": 0.16632, "acc": 94.19043, "loss_bbox": 0.19499, "loss_mask": 0.20993, "loss": 0.62721, "time": 0.67404} {"mode": "train", "epoch": 24, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.0176, "loss_rpn_cls": 0.0243, "loss_rpn_bbox": 0.03118, "loss_cls": 0.16948, "acc": 93.98682, "loss_bbox": 0.2028, "loss_mask": 0.21606, "loss": 0.64382, "time": 0.6758} {"mode": "train", "epoch": 24, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.01917, "loss_rpn_cls": 0.02561, "loss_rpn_bbox": 0.03109, "loss_cls": 0.17191, "acc": 93.7998, "loss_bbox": 0.20735, "loss_mask": 0.21871, "loss": 0.65467, "time": 0.67267} {"mode": "train", "epoch": 24, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.01975, "loss_rpn_cls": 0.02464, "loss_rpn_bbox": 0.03292, "loss_cls": 0.1742, "acc": 93.84204, "loss_bbox": 0.2058, "loss_mask": 0.21923, "loss": 0.65679, "time": 0.67329} {"mode": "train", "epoch": 24, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.01546, "loss_rpn_cls": 0.02135, "loss_rpn_bbox": 0.03076, "loss_cls": 0.17159, "acc": 93.75488, "loss_bbox": 0.20731, "loss_mask": 0.21574, "loss": 0.64675, "time": 0.66096} {"mode": "train", "epoch": 24, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.01718, "loss_rpn_cls": 0.02297, "loss_rpn_bbox": 0.03248, "loss_cls": 0.16623, "acc": 93.94995, "loss_bbox": 0.20349, "loss_mask": 0.21402, "loss": 0.63919, "time": 0.66258} {"mode": "train", "epoch": 24, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.01657, "loss_rpn_cls": 0.02219, "loss_rpn_bbox": 0.02893, "loss_cls": 0.15818, "acc": 94.37109, "loss_bbox": 0.18996, "loss_mask": 0.21072, "loss": 0.60997, "time": 0.6644} {"mode": "train", "epoch": 24, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.01518, "loss_rpn_cls": 0.02144, "loss_rpn_bbox": 0.0298, "loss_cls": 0.16723, "acc": 94.02026, "loss_bbox": 0.19589, "loss_mask": 0.21157, "loss": 0.62593, "time": 0.67816} {"mode": "train", "epoch": 24, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.0164, "loss_rpn_cls": 0.02323, "loss_rpn_bbox": 0.02903, "loss_cls": 0.16398, "acc": 94.19849, "loss_bbox": 0.19246, "loss_mask": 0.20881, "loss": 0.6175, "time": 0.67385} {"mode": "train", "epoch": 24, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.01649, "loss_rpn_cls": 0.02452, "loss_rpn_bbox": 0.03077, "loss_cls": 0.16554, "acc": 94.05249, "loss_bbox": 0.20115, "loss_mask": 0.21747, "loss": 0.63945, "time": 0.66174} {"mode": "train", "epoch": 24, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.01645, "loss_rpn_cls": 0.02342, "loss_rpn_bbox": 0.03219, "loss_cls": 0.17326, "acc": 93.84448, "loss_bbox": 0.20423, "loss_mask": 0.21305, "loss": 0.64615, "time": 0.66266} {"mode": "train", "epoch": 24, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.01699, "loss_rpn_cls": 0.02409, "loss_rpn_bbox": 0.03094, "loss_cls": 0.16878, "acc": 93.95068, "loss_bbox": 0.19916, "loss_mask": 0.21776, "loss": 0.64074, "time": 0.68423} {"mode": "train", "epoch": 24, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.01977, "loss_rpn_cls": 0.0227, "loss_rpn_bbox": 0.03211, "loss_cls": 0.16708, "acc": 93.89819, "loss_bbox": 0.20615, "loss_mask": 0.21847, "loss": 0.64651, "time": 0.67143} {"mode": "train", "epoch": 24, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.01575, "loss_rpn_cls": 0.02469, "loss_rpn_bbox": 0.03029, "loss_cls": 0.16945, "acc": 93.94189, "loss_bbox": 0.206, "loss_mask": 0.21757, "loss": 0.648, "time": 0.66661} {"mode": "train", "epoch": 24, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.01741, "loss_rpn_cls": 0.02393, "loss_rpn_bbox": 0.0308, "loss_cls": 0.16607, "acc": 94.1665, "loss_bbox": 0.20069, "loss_mask": 0.21435, "loss": 0.63584, "time": 0.67202} {"mode": "train", "epoch": 24, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.01781, "loss_rpn_cls": 0.02305, "loss_rpn_bbox": 0.03062, "loss_cls": 0.16209, "acc": 94.12329, "loss_bbox": 0.1994, "loss_mask": 0.21534, "loss": 0.6305, "time": 0.65979} {"mode": "train", "epoch": 24, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.01658, "loss_rpn_cls": 0.02465, "loss_rpn_bbox": 0.03153, "loss_cls": 0.16871, "acc": 93.97534, "loss_bbox": 0.1994, "loss_mask": 0.21309, "loss": 0.63738, "time": 0.67236} {"mode": "train", "epoch": 24, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.0159, "loss_rpn_cls": 0.02234, "loss_rpn_bbox": 0.03043, "loss_cls": 0.16741, "acc": 93.98877, "loss_bbox": 0.19786, "loss_mask": 0.21144, "loss": 0.62949, "time": 0.67566} {"mode": "train", "epoch": 24, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.01748, "loss_rpn_cls": 0.0233, "loss_rpn_bbox": 0.02908, "loss_cls": 0.16472, "acc": 94.15332, "loss_bbox": 0.19771, "loss_mask": 0.21086, "loss": 0.62566, "time": 0.66257} {"mode": "train", "epoch": 24, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.01794, "loss_rpn_cls": 0.02045, "loss_rpn_bbox": 0.02741, "loss_cls": 0.16189, "acc": 94.19189, "loss_bbox": 0.19405, "loss_mask": 0.20761, "loss": 0.6114, "time": 0.67228} {"mode": "train", "epoch": 24, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.0158, "loss_rpn_cls": 0.02274, "loss_rpn_bbox": 0.02999, "loss_cls": 0.17061, "acc": 93.98486, "loss_bbox": 0.20061, "loss_mask": 0.21165, "loss": 0.6356, "time": 0.66179} {"mode": "train", "epoch": 24, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.01701, "loss_rpn_cls": 0.02035, "loss_rpn_bbox": 0.02916, "loss_cls": 0.161, "acc": 94.09351, "loss_bbox": 0.19939, "loss_mask": 0.21732, "loss": 0.62722, "time": 0.66611} {"mode": "train", "epoch": 24, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01515, "loss_rpn_cls": 0.02425, "loss_rpn_bbox": 0.03076, "loss_cls": 0.17048, "acc": 93.74731, "loss_bbox": 0.20355, "loss_mask": 0.21279, "loss": 0.64184, "time": 0.67662} {"mode": "train", "epoch": 24, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.01727, "loss_rpn_cls": 0.02462, "loss_rpn_bbox": 0.03251, "loss_cls": 0.17613, "acc": 93.73535, "loss_bbox": 0.20932, "loss_mask": 0.22054, "loss": 0.66312, "time": 0.66362} {"mode": "train", "epoch": 24, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01772, "loss_rpn_cls": 0.02473, "loss_rpn_bbox": 0.02979, "loss_cls": 0.15986, "acc": 94.28931, "loss_bbox": 0.19117, "loss_mask": 0.20987, "loss": 0.61542, "time": 0.67054} {"mode": "train", "epoch": 24, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.01673, "loss_rpn_cls": 0.02144, "loss_rpn_bbox": 0.02875, "loss_cls": 0.15795, "acc": 94.33569, "loss_bbox": 0.19401, "loss_mask": 0.21213, "loss": 0.61428, "time": 0.66689} {"mode": "train", "epoch": 24, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.01565, "loss_rpn_cls": 0.02183, "loss_rpn_bbox": 0.02964, "loss_cls": 0.16143, "acc": 94.24146, "loss_bbox": 0.19286, "loss_mask": 0.2097, "loss": 0.61547, "time": 0.66345} {"mode": "train", "epoch": 24, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.01655, "loss_rpn_cls": 0.02678, "loss_rpn_bbox": 0.03324, "loss_cls": 0.17445, "acc": 93.78516, "loss_bbox": 0.20637, "loss_mask": 0.21431, "loss": 0.65515, "time": 0.69029} {"mode": "train", "epoch": 24, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.01916, "loss_rpn_cls": 0.02356, "loss_rpn_bbox": 0.03433, "loss_cls": 0.17578, "acc": 93.82251, "loss_bbox": 0.2081, "loss_mask": 0.21338, "loss": 0.65515, "time": 0.67445} {"mode": "train", "epoch": 24, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.01658, "loss_rpn_cls": 0.02359, "loss_rpn_bbox": 0.03071, "loss_cls": 0.16435, "acc": 94.07788, "loss_bbox": 0.19923, "loss_mask": 0.21179, "loss": 0.62967, "time": 0.66624} {"mode": "train", "epoch": 24, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.01747, "loss_rpn_cls": 0.02126, "loss_rpn_bbox": 0.02834, "loss_cls": 0.16656, "acc": 94.0293, "loss_bbox": 0.19938, "loss_mask": 0.21372, "loss": 0.62927, "time": 0.66872} {"mode": "train", "epoch": 24, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.01797, "loss_rpn_cls": 0.0229, "loss_rpn_bbox": 0.02877, "loss_cls": 0.17128, "acc": 93.75024, "loss_bbox": 0.20787, "loss_mask": 0.21364, "loss": 0.64446, "time": 0.67444} {"mode": "train", "epoch": 24, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.0184, "loss_rpn_cls": 0.02706, "loss_rpn_bbox": 0.03352, "loss_cls": 0.1735, "acc": 93.78662, "loss_bbox": 0.20582, "loss_mask": 0.21876, "loss": 0.65866, "time": 0.68752} {"mode": "train", "epoch": 24, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01697, "loss_rpn_cls": 0.02438, "loss_rpn_bbox": 0.03042, "loss_cls": 0.16581, "acc": 94.07251, "loss_bbox": 0.19985, "loss_mask": 0.21373, "loss": 0.63419, "time": 0.67014} {"mode": "train", "epoch": 24, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01655, "loss_rpn_cls": 0.02506, "loss_rpn_bbox": 0.03339, "loss_cls": 0.17724, "acc": 93.50684, "loss_bbox": 0.21376, "loss_mask": 0.21979, "loss": 0.66925, "time": 0.66572} {"mode": "train", "epoch": 24, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01434, "loss_rpn_cls": 0.02205, "loss_rpn_bbox": 0.03142, "loss_cls": 0.17819, "acc": 93.57812, "loss_bbox": 0.21023, "loss_mask": 0.21776, "loss": 0.65964, "time": 0.66988} {"mode": "train", "epoch": 24, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01697, "loss_rpn_cls": 0.02456, "loss_rpn_bbox": 0.02964, "loss_cls": 0.16182, "acc": 94.30981, "loss_bbox": 0.19082, "loss_mask": 0.20875, "loss": 0.61559, "time": 0.66964} {"mode": "train", "epoch": 24, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.01734, "loss_rpn_cls": 0.02384, "loss_rpn_bbox": 0.03251, "loss_cls": 0.17021, "acc": 93.90332, "loss_bbox": 0.20909, "loss_mask": 0.22035, "loss": 0.656, "time": 0.68088} {"mode": "train", "epoch": 24, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.01735, "loss_rpn_cls": 0.02435, "loss_rpn_bbox": 0.0326, "loss_cls": 0.176, "acc": 93.66333, "loss_bbox": 0.20727, "loss_mask": 0.21295, "loss": 0.65317, "time": 0.67667} {"mode": "train", "epoch": 24, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01604, "loss_rpn_cls": 0.02081, "loss_rpn_bbox": 0.02977, "loss_cls": 0.16569, "acc": 94.13574, "loss_bbox": 0.19798, "loss_mask": 0.20739, "loss": 0.62163, "time": 0.67829} {"mode": "train", "epoch": 24, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.01588, "loss_rpn_cls": 0.02409, "loss_rpn_bbox": 0.03453, "loss_cls": 0.17866, "acc": 93.71655, "loss_bbox": 0.2034, "loss_mask": 0.21311, "loss": 0.65378, "time": 0.66952} {"mode": "train", "epoch": 24, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.01717, "loss_rpn_cls": 0.02257, "loss_rpn_bbox": 0.03071, "loss_cls": 0.16309, "acc": 94.10938, "loss_bbox": 0.19363, "loss_mask": 0.21153, "loss": 0.62152, "time": 0.67488} {"mode": "train", "epoch": 24, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.01845, "loss_rpn_cls": 0.02358, "loss_rpn_bbox": 0.03114, "loss_cls": 0.17089, "acc": 93.90771, "loss_bbox": 0.2072, "loss_mask": 0.22202, "loss": 0.65483, "time": 0.68136} {"mode": "train", "epoch": 24, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.01752, "loss_rpn_cls": 0.02523, "loss_rpn_bbox": 0.03158, "loss_cls": 0.17188, "acc": 93.96289, "loss_bbox": 0.20095, "loss_mask": 0.21446, "loss": 0.6441, "time": 0.6782} {"mode": "train", "epoch": 24, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01455, "loss_rpn_cls": 0.02334, "loss_rpn_bbox": 0.02852, "loss_cls": 0.16155, "acc": 94.19727, "loss_bbox": 0.1984, "loss_mask": 0.20996, "loss": 0.62177, "time": 0.6628} {"mode": "train", "epoch": 24, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.01843, "loss_rpn_cls": 0.02272, "loss_rpn_bbox": 0.03072, "loss_cls": 0.16563, "acc": 94.06641, "loss_bbox": 0.20249, "loss_mask": 0.21419, "loss": 0.63576, "time": 0.67341} {"mode": "train", "epoch": 24, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.02087, "loss_rpn_cls": 0.02549, "loss_rpn_bbox": 0.03237, "loss_cls": 0.18045, "acc": 93.48853, "loss_bbox": 0.2138, "loss_mask": 0.21912, "loss": 0.67122, "time": 0.67826} {"mode": "train", "epoch": 24, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.019, "loss_rpn_cls": 0.02444, "loss_rpn_bbox": 0.03423, "loss_cls": 0.18123, "acc": 93.51636, "loss_bbox": 0.2152, "loss_mask": 0.22077, "loss": 0.67587, "time": 0.6691} {"mode": "train", "epoch": 24, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01677, "loss_rpn_cls": 0.02492, "loss_rpn_bbox": 0.03294, "loss_cls": 0.17341, "acc": 93.77222, "loss_bbox": 0.20475, "loss_mask": 0.21752, "loss": 0.65354, "time": 0.68033} {"mode": "train", "epoch": 24, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01865, "loss_rpn_cls": 0.02274, "loss_rpn_bbox": 0.03113, "loss_cls": 0.15857, "acc": 94.17822, "loss_bbox": 0.19337, "loss_mask": 0.21422, "loss": 0.62003, "time": 0.6827} {"mode": "train", "epoch": 24, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.01862, "loss_rpn_cls": 0.0238, "loss_rpn_bbox": 0.03242, "loss_cls": 0.16918, "acc": 93.88184, "loss_bbox": 0.20374, "loss_mask": 0.212, "loss": 0.64113, "time": 0.67182} {"mode": "train", "epoch": 24, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.01496, "loss_rpn_cls": 0.0232, "loss_rpn_bbox": 0.03077, "loss_cls": 0.17225, "acc": 93.71997, "loss_bbox": 0.20602, "loss_mask": 0.21451, "loss": 0.64675, "time": 0.67554} {"mode": "train", "epoch": 24, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.01572, "loss_rpn_cls": 0.02302, "loss_rpn_bbox": 0.03027, "loss_cls": 0.16983, "acc": 93.93384, "loss_bbox": 0.19978, "loss_mask": 0.21597, "loss": 0.63887, "time": 0.66965} {"mode": "train", "epoch": 24, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01674, "loss_rpn_cls": 0.02289, "loss_rpn_bbox": 0.03129, "loss_cls": 0.16748, "acc": 93.9939, "loss_bbox": 0.19704, "loss_mask": 0.21105, "loss": 0.62976, "time": 0.68159} {"mode": "train", "epoch": 24, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.01476, "loss_rpn_cls": 0.0243, "loss_rpn_bbox": 0.0311, "loss_cls": 0.16555, "acc": 94.00122, "loss_bbox": 0.19838, "loss_mask": 0.21188, "loss": 0.6312, "time": 0.67727} {"mode": "train", "epoch": 24, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01906, "loss_rpn_cls": 0.02652, "loss_rpn_bbox": 0.03268, "loss_cls": 0.16978, "acc": 93.86694, "loss_bbox": 0.20883, "loss_mask": 0.22338, "loss": 0.66119, "time": 0.66977} {"mode": "train", "epoch": 24, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.01751, "loss_rpn_cls": 0.02694, "loss_rpn_bbox": 0.03365, "loss_cls": 0.1716, "acc": 93.94458, "loss_bbox": 0.20491, "loss_mask": 0.22225, "loss": 0.65936, "time": 0.69116} {"mode": "train", "epoch": 24, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.01655, "loss_rpn_cls": 0.02452, "loss_rpn_bbox": 0.03179, "loss_cls": 0.16898, "acc": 94.00317, "loss_bbox": 0.20088, "loss_mask": 0.21103, "loss": 0.63721, "time": 0.68239} {"mode": "train", "epoch": 24, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.02066, "loss_rpn_cls": 0.02388, "loss_rpn_bbox": 0.03273, "loss_cls": 0.16986, "acc": 93.91431, "loss_bbox": 0.20121, "loss_mask": 0.21365, "loss": 0.64133, "time": 0.66916} {"mode": "train", "epoch": 24, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.01434, "loss_rpn_cls": 0.02524, "loss_rpn_bbox": 0.03144, "loss_cls": 0.17355, "acc": 93.78662, "loss_bbox": 0.20724, "loss_mask": 0.21099, "loss": 0.64847, "time": 0.66518} {"mode": "train", "epoch": 24, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.01812, "loss_rpn_cls": 0.02385, "loss_rpn_bbox": 0.03128, "loss_cls": 0.17229, "acc": 93.89673, "loss_bbox": 0.20459, "loss_mask": 0.2183, "loss": 0.65031, "time": 0.66824} {"mode": "train", "epoch": 24, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.01605, "loss_rpn_cls": 0.0229, "loss_rpn_bbox": 0.0298, "loss_cls": 0.16687, "acc": 94.00269, "loss_bbox": 0.19921, "loss_mask": 0.21534, "loss": 0.63411, "time": 0.67983} {"mode": "train", "epoch": 24, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.01798, "loss_rpn_cls": 0.02481, "loss_rpn_bbox": 0.03139, "loss_cls": 0.17559, "acc": 93.76538, "loss_bbox": 0.20545, "loss_mask": 0.21664, "loss": 0.65388, "time": 0.67006} {"mode": "train", "epoch": 24, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.0157, "loss_rpn_cls": 0.02166, "loss_rpn_bbox": 0.03025, "loss_cls": 0.17026, "acc": 93.9436, "loss_bbox": 0.20163, "loss_mask": 0.21224, "loss": 0.63603, "time": 0.68361} {"mode": "train", "epoch": 24, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.01821, "loss_rpn_cls": 0.02428, "loss_rpn_bbox": 0.03445, "loss_cls": 0.17106, "acc": 93.83154, "loss_bbox": 0.20744, "loss_mask": 0.21283, "loss": 0.65005, "time": 0.675} {"mode": "train", "epoch": 24, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.01808, "loss_rpn_cls": 0.02353, "loss_rpn_bbox": 0.02845, "loss_cls": 0.16856, "acc": 93.979, "loss_bbox": 0.19926, "loss_mask": 0.21419, "loss": 0.63398, "time": 0.66916} {"mode": "train", "epoch": 24, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.01851, "loss_rpn_cls": 0.02304, "loss_rpn_bbox": 0.03259, "loss_cls": 0.17358, "acc": 93.72168, "loss_bbox": 0.20633, "loss_mask": 0.22236, "loss": 0.65791, "time": 0.6723} {"mode": "train", "epoch": 24, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.01811, "loss_rpn_cls": 0.02127, "loss_rpn_bbox": 0.02839, "loss_cls": 0.1677, "acc": 94.09839, "loss_bbox": 0.19269, "loss_mask": 0.20759, "loss": 0.61763, "time": 0.67386} {"mode": "train", "epoch": 24, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.0203, "loss_rpn_cls": 0.0237, "loss_rpn_bbox": 0.03154, "loss_cls": 0.17624, "acc": 93.73657, "loss_bbox": 0.20092, "loss_mask": 0.21681, "loss": 0.64922, "time": 0.68459} {"mode": "train", "epoch": 24, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.01812, "loss_rpn_cls": 0.0237, "loss_rpn_bbox": 0.03179, "loss_cls": 0.16467, "acc": 94.11084, "loss_bbox": 0.19579, "loss_mask": 0.21346, "loss": 0.62941, "time": 0.66594} {"mode": "train", "epoch": 24, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.01902, "loss_rpn_cls": 0.02348, "loss_rpn_bbox": 0.03325, "loss_cls": 0.17904, "acc": 93.47412, "loss_bbox": 0.21538, "loss_mask": 0.21778, "loss": 0.66892, "time": 0.66973} {"mode": "train", "epoch": 24, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.0165, "loss_rpn_cls": 0.02271, "loss_rpn_bbox": 0.02971, "loss_cls": 0.17644, "acc": 93.78345, "loss_bbox": 0.20669, "loss_mask": 0.21466, "loss": 0.65021, "time": 0.65881} {"mode": "train", "epoch": 24, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.01701, "loss_rpn_cls": 0.02279, "loss_rpn_bbox": 0.03004, "loss_cls": 0.16952, "acc": 93.98022, "loss_bbox": 0.19575, "loss_mask": 0.21343, "loss": 0.63153, "time": 0.67323} {"mode": "train", "epoch": 24, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.01735, "loss_rpn_cls": 0.02319, "loss_rpn_bbox": 0.0318, "loss_cls": 0.17431, "acc": 93.77441, "loss_bbox": 0.2055, "loss_mask": 0.21965, "loss": 0.65445, "time": 0.68207} {"mode": "train", "epoch": 24, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.01633, "loss_rpn_cls": 0.02345, "loss_rpn_bbox": 0.0312, "loss_cls": 0.16784, "acc": 93.90015, "loss_bbox": 0.2062, "loss_mask": 0.22205, "loss": 0.65074, "time": 0.6685} {"mode": "train", "epoch": 24, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.01734, "loss_rpn_cls": 0.02543, "loss_rpn_bbox": 0.03154, "loss_cls": 0.17963, "acc": 93.63159, "loss_bbox": 0.21089, "loss_mask": 0.21681, "loss": 0.66431, "time": 0.69245} {"mode": "train", "epoch": 24, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.01603, "loss_rpn_cls": 0.02274, "loss_rpn_bbox": 0.03163, "loss_cls": 0.16759, "acc": 94.0498, "loss_bbox": 0.20059, "loss_mask": 0.21362, "loss": 0.63617, "time": 0.66874} {"mode": "train", "epoch": 24, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.01855, "loss_rpn_cls": 0.0227, "loss_rpn_bbox": 0.03074, "loss_cls": 0.16302, "acc": 94.12939, "loss_bbox": 0.20164, "loss_mask": 0.20943, "loss": 0.62753, "time": 0.66992} {"mode": "train", "epoch": 24, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.0198, "loss_rpn_cls": 0.02541, "loss_rpn_bbox": 0.03095, "loss_cls": 0.17418, "acc": 93.7312, "loss_bbox": 0.20638, "loss_mask": 0.21438, "loss": 0.65131, "time": 0.664} {"mode": "train", "epoch": 24, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.01814, "loss_rpn_cls": 0.02298, "loss_rpn_bbox": 0.03094, "loss_cls": 0.16779, "acc": 94.03149, "loss_bbox": 0.20346, "loss_mask": 0.21732, "loss": 0.6425, "time": 0.66882} {"mode": "train", "epoch": 24, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01784, "loss_rpn_cls": 0.02402, "loss_rpn_bbox": 0.03192, "loss_cls": 0.16973, "acc": 93.90015, "loss_bbox": 0.20371, "loss_mask": 0.21586, "loss": 0.64523, "time": 0.66604} {"mode": "train", "epoch": 24, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.01636, "loss_rpn_cls": 0.02462, "loss_rpn_bbox": 0.03177, "loss_cls": 0.17099, "acc": 93.92749, "loss_bbox": 0.20575, "loss_mask": 0.21994, "loss": 0.65307, "time": 0.66297} {"mode": "train", "epoch": 24, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.01626, "loss_rpn_cls": 0.02593, "loss_rpn_bbox": 0.03088, "loss_cls": 0.16565, "acc": 94.11084, "loss_bbox": 0.19955, "loss_mask": 0.2136, "loss": 0.63561, "time": 0.678} {"mode": "train", "epoch": 24, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.01907, "loss_rpn_cls": 0.02373, "loss_rpn_bbox": 0.03184, "loss_cls": 0.17245, "acc": 93.79785, "loss_bbox": 0.21154, "loss_mask": 0.2202, "loss": 0.65976, "time": 0.66651} {"mode": "train", "epoch": 24, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01669, "loss_rpn_cls": 0.02536, "loss_rpn_bbox": 0.03155, "loss_cls": 0.17072, "acc": 93.94873, "loss_bbox": 0.20433, "loss_mask": 0.21365, "loss": 0.64561, "time": 0.66665} {"mode": "train", "epoch": 24, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.01934, "loss_rpn_cls": 0.02228, "loss_rpn_bbox": 0.03244, "loss_cls": 0.16696, "acc": 93.94775, "loss_bbox": 0.20705, "loss_mask": 0.21524, "loss": 0.64398, "time": 0.67047} {"mode": "train", "epoch": 24, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.01577, "loss_rpn_cls": 0.02563, "loss_rpn_bbox": 0.03017, "loss_cls": 0.16161, "acc": 94.27051, "loss_bbox": 0.19206, "loss_mask": 0.2135, "loss": 0.62297, "time": 0.6692} {"mode": "train", "epoch": 24, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01874, "loss_rpn_cls": 0.02309, "loss_rpn_bbox": 0.02981, "loss_cls": 0.16526, "acc": 94.15088, "loss_bbox": 0.19004, "loss_mask": 0.20453, "loss": 0.61274, "time": 0.672} {"mode": "train", "epoch": 24, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.0161, "loss_rpn_cls": 0.02533, "loss_rpn_bbox": 0.03111, "loss_cls": 0.16896, "acc": 93.90625, "loss_bbox": 0.20565, "loss_mask": 0.21167, "loss": 0.64271, "time": 0.67051} {"mode": "train", "epoch": 24, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.02071, "loss_rpn_cls": 0.02149, "loss_rpn_bbox": 0.03042, "loss_cls": 0.17403, "acc": 93.83081, "loss_bbox": 0.2028, "loss_mask": 0.21339, "loss": 0.64213, "time": 0.66225} {"mode": "train", "epoch": 24, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.0187, "loss_rpn_cls": 0.02372, "loss_rpn_bbox": 0.03167, "loss_cls": 0.17461, "acc": 93.78711, "loss_bbox": 0.2094, "loss_mask": 0.2166, "loss": 0.65601, "time": 0.66354} {"mode": "train", "epoch": 24, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.0185, "loss_rpn_cls": 0.02717, "loss_rpn_bbox": 0.03167, "loss_cls": 0.17261, "acc": 93.88257, "loss_bbox": 0.2013, "loss_mask": 0.21451, "loss": 0.64726, "time": 0.67221} {"mode": "train", "epoch": 24, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.01981, "loss_rpn_cls": 0.02486, "loss_rpn_bbox": 0.03181, "loss_cls": 0.17592, "acc": 93.7312, "loss_bbox": 0.20951, "loss_mask": 0.21536, "loss": 0.65745, "time": 0.67303} {"mode": "train", "epoch": 24, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.01622, "loss_rpn_cls": 0.02513, "loss_rpn_bbox": 0.03125, "loss_cls": 0.17232, "acc": 93.82617, "loss_bbox": 0.20264, "loss_mask": 0.21227, "loss": 0.64359, "time": 0.68318} {"mode": "train", "epoch": 24, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01752, "loss_rpn_cls": 0.02489, "loss_rpn_bbox": 0.0307, "loss_cls": 0.16921, "acc": 94.00659, "loss_bbox": 0.20128, "loss_mask": 0.21362, "loss": 0.6397, "time": 0.67549} {"mode": "train", "epoch": 24, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01921, "loss_rpn_cls": 0.02649, "loss_rpn_bbox": 0.03316, "loss_cls": 0.18534, "acc": 93.45874, "loss_bbox": 0.22027, "loss_mask": 0.2217, "loss": 0.68697, "time": 0.67512} {"mode": "train", "epoch": 24, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.01784, "loss_rpn_cls": 0.02259, "loss_rpn_bbox": 0.0312, "loss_cls": 0.16799, "acc": 93.96948, "loss_bbox": 0.20095, "loss_mask": 0.21018, "loss": 0.63291, "time": 0.6787} {"mode": "train", "epoch": 24, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.01869, "loss_rpn_cls": 0.02344, "loss_rpn_bbox": 0.03263, "loss_cls": 0.17398, "acc": 93.73511, "loss_bbox": 0.20766, "loss_mask": 0.21619, "loss": 0.6539, "time": 0.67833} {"mode": "train", "epoch": 24, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.02108, "loss_rpn_cls": 0.02521, "loss_rpn_bbox": 0.03387, "loss_cls": 0.17477, "acc": 93.58154, "loss_bbox": 0.21094, "loss_mask": 0.21831, "loss": 0.6631, "time": 0.69075} {"mode": "train", "epoch": 24, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.01948, "loss_rpn_cls": 0.02086, "loss_rpn_bbox": 0.02959, "loss_cls": 0.16518, "acc": 94.01978, "loss_bbox": 0.19757, "loss_mask": 0.21431, "loss": 0.62751, "time": 0.67051} {"mode": "train", "epoch": 24, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.01791, "loss_rpn_cls": 0.02397, "loss_rpn_bbox": 0.03212, "loss_cls": 0.17032, "acc": 93.86572, "loss_bbox": 0.20337, "loss_mask": 0.21295, "loss": 0.64274, "time": 0.68044} {"mode": "train", "epoch": 24, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.01724, "loss_rpn_cls": 0.02207, "loss_rpn_bbox": 0.03011, "loss_cls": 0.16672, "acc": 94.00317, "loss_bbox": 0.19467, "loss_mask": 0.20972, "loss": 0.62329, "time": 0.67326} {"mode": "train", "epoch": 24, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.01806, "loss_rpn_cls": 0.02313, "loss_rpn_bbox": 0.0319, "loss_cls": 0.17947, "acc": 93.68896, "loss_bbox": 0.211, "loss_mask": 0.2177, "loss": 0.66319, "time": 0.66463} {"mode": "train", "epoch": 24, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01439, "loss_rpn_cls": 0.02482, "loss_rpn_bbox": 0.03093, "loss_cls": 0.1709, "acc": 93.8269, "loss_bbox": 0.20598, "loss_mask": 0.21485, "loss": 0.64747, "time": 0.6588} {"mode": "train", "epoch": 24, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01699, "loss_rpn_cls": 0.02393, "loss_rpn_bbox": 0.03109, "loss_cls": 0.17061, "acc": 93.88989, "loss_bbox": 0.20274, "loss_mask": 0.21486, "loss": 0.64323, "time": 0.66893} {"mode": "val", "epoch": 24, "iter": 625, "lr": 0.0, "bbox_mAP": 0.5126, "bbox_mAP_50": 0.7341, "bbox_mAP_75": 0.5671, "bbox_mAP_s": 0.3636, "bbox_mAP_m": 0.5551, "bbox_mAP_l": 0.6442, "bbox_mAP_copypaste": "0.5126 0.7341 0.5671 0.3636 0.5551 0.6442", "segm_mAP": 0.4542, "segm_mAP_50": 0.7044, "segm_mAP_75": 0.4916, "segm_mAP_s": 0.2679, "segm_mAP_m": 0.494, "segm_mAP_l": 0.6441, "segm_mAP_copypaste": "0.4542 0.7044 0.4916 0.2679 0.4940 0.6441"} {"mode": "train", "epoch": 25, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.6994, "loss_rpn_cls": 0.02145, "loss_rpn_bbox": 0.03035, "loss_cls": 0.16065, "acc": 94.19336, "loss_bbox": 0.19744, "loss_mask": 0.20835, "loss": 0.61824, "time": 1.35948} {"mode": "train", "epoch": 25, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.01639, "loss_rpn_cls": 0.02299, "loss_rpn_bbox": 0.03123, "loss_cls": 0.16023, "acc": 94.12817, "loss_bbox": 0.19854, "loss_mask": 0.2143, "loss": 0.62729, "time": 0.68598} {"mode": "train", "epoch": 25, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.01742, "loss_rpn_cls": 0.02263, "loss_rpn_bbox": 0.02879, "loss_cls": 0.16613, "acc": 93.95044, "loss_bbox": 0.19551, "loss_mask": 0.20942, "loss": 0.62249, "time": 0.66309} {"mode": "train", "epoch": 25, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.01605, "loss_rpn_cls": 0.02133, "loss_rpn_bbox": 0.02863, "loss_cls": 0.16181, "acc": 94.15552, "loss_bbox": 0.19206, "loss_mask": 0.21006, "loss": 0.61389, "time": 0.68492} {"mode": "train", "epoch": 25, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.01746, "loss_rpn_cls": 0.0221, "loss_rpn_bbox": 0.03066, "loss_cls": 0.16072, "acc": 94.24243, "loss_bbox": 0.19261, "loss_mask": 0.20539, "loss": 0.61149, "time": 0.67042} {"mode": "train", "epoch": 25, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.01851, "loss_rpn_cls": 0.02443, "loss_rpn_bbox": 0.03321, "loss_cls": 0.17827, "acc": 93.63428, "loss_bbox": 0.2057, "loss_mask": 0.21059, "loss": 0.65221, "time": 0.67039} {"mode": "train", "epoch": 25, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.01978, "loss_rpn_cls": 0.02202, "loss_rpn_bbox": 0.03, "loss_cls": 0.16007, "acc": 94.23413, "loss_bbox": 0.19526, "loss_mask": 0.20781, "loss": 0.61516, "time": 0.68776} {"mode": "train", "epoch": 25, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.018, "loss_rpn_cls": 0.02623, "loss_rpn_bbox": 0.03172, "loss_cls": 0.16745, "acc": 94.12695, "loss_bbox": 0.19767, "loss_mask": 0.21541, "loss": 0.63847, "time": 0.67206} {"mode": "train", "epoch": 25, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.018, "loss_rpn_cls": 0.02471, "loss_rpn_bbox": 0.03219, "loss_cls": 0.16784, "acc": 94.0188, "loss_bbox": 0.19948, "loss_mask": 0.20422, "loss": 0.62845, "time": 0.67487} {"mode": "train", "epoch": 25, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.01619, "loss_rpn_cls": 0.02503, "loss_rpn_bbox": 0.03201, "loss_cls": 0.16811, "acc": 94.01831, "loss_bbox": 0.19952, "loss_mask": 0.21127, "loss": 0.63594, "time": 0.65951} {"mode": "train", "epoch": 25, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01511, "loss_rpn_cls": 0.02324, "loss_rpn_bbox": 0.03092, "loss_cls": 0.15756, "acc": 94.31958, "loss_bbox": 0.18971, "loss_mask": 0.20301, "loss": 0.60444, "time": 0.67369} {"mode": "train", "epoch": 25, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.01642, "loss_rpn_cls": 0.02193, "loss_rpn_bbox": 0.03065, "loss_cls": 0.16483, "acc": 93.97681, "loss_bbox": 0.20273, "loss_mask": 0.21537, "loss": 0.63549, "time": 0.67023} {"mode": "train", "epoch": 25, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.01668, "loss_rpn_cls": 0.02037, "loss_rpn_bbox": 0.02976, "loss_cls": 0.15713, "acc": 94.33862, "loss_bbox": 0.19237, "loss_mask": 0.20904, "loss": 0.60868, "time": 0.6748} {"mode": "train", "epoch": 25, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.01733, "loss_rpn_cls": 0.02397, "loss_rpn_bbox": 0.03364, "loss_cls": 0.16768, "acc": 93.91772, "loss_bbox": 0.20366, "loss_mask": 0.2114, "loss": 0.64035, "time": 0.67965} {"mode": "train", "epoch": 25, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.01472, "loss_rpn_cls": 0.02389, "loss_rpn_bbox": 0.03015, "loss_cls": 0.16158, "acc": 94.10864, "loss_bbox": 0.19464, "loss_mask": 0.21125, "loss": 0.62153, "time": 0.67382} {"mode": "train", "epoch": 25, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.01796, "loss_rpn_cls": 0.02311, "loss_rpn_bbox": 0.02968, "loss_cls": 0.16871, "acc": 93.98096, "loss_bbox": 0.19952, "loss_mask": 0.21424, "loss": 0.63525, "time": 0.66706} {"mode": "train", "epoch": 25, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.0156, "loss_rpn_cls": 0.02455, "loss_rpn_bbox": 0.03099, "loss_cls": 0.16433, "acc": 94.16846, "loss_bbox": 0.19601, "loss_mask": 0.20911, "loss": 0.62498, "time": 0.67053} {"mode": "train", "epoch": 25, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.0173, "loss_rpn_cls": 0.02631, "loss_rpn_bbox": 0.03372, "loss_cls": 0.17131, "acc": 93.70483, "loss_bbox": 0.21029, "loss_mask": 0.21809, "loss": 0.65972, "time": 0.6785} {"mode": "train", "epoch": 25, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.01452, "loss_rpn_cls": 0.02464, "loss_rpn_bbox": 0.03043, "loss_cls": 0.16133, "acc": 94.1958, "loss_bbox": 0.19358, "loss_mask": 0.21043, "loss": 0.62042, "time": 0.67517} {"mode": "train", "epoch": 25, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.01468, "loss_rpn_cls": 0.02166, "loss_rpn_bbox": 0.02834, "loss_cls": 0.1593, "acc": 94.23926, "loss_bbox": 0.19448, "loss_mask": 0.21046, "loss": 0.61425, "time": 0.66384} {"mode": "train", "epoch": 25, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01611, "loss_rpn_cls": 0.02158, "loss_rpn_bbox": 0.02952, "loss_cls": 0.16372, "acc": 94.10278, "loss_bbox": 0.20078, "loss_mask": 0.21488, "loss": 0.63049, "time": 0.66561} {"mode": "train", "epoch": 25, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.01405, "loss_rpn_cls": 0.0233, "loss_rpn_bbox": 0.0308, "loss_cls": 0.16195, "acc": 94.1394, "loss_bbox": 0.19489, "loss_mask": 0.21375, "loss": 0.62468, "time": 0.67111} {"mode": "train", "epoch": 25, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.01484, "loss_rpn_cls": 0.02398, "loss_rpn_bbox": 0.03076, "loss_cls": 0.16815, "acc": 93.90991, "loss_bbox": 0.20477, "loss_mask": 0.21508, "loss": 0.64274, "time": 0.67299} {"mode": "train", "epoch": 25, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.01694, "loss_rpn_cls": 0.02006, "loss_rpn_bbox": 0.029, "loss_cls": 0.16271, "acc": 94.10913, "loss_bbox": 0.19918, "loss_mask": 0.21382, "loss": 0.62477, "time": 0.6698} {"mode": "train", "epoch": 25, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.01838, "loss_rpn_cls": 0.02409, "loss_rpn_bbox": 0.03275, "loss_cls": 0.17031, "acc": 93.81201, "loss_bbox": 0.20789, "loss_mask": 0.21719, "loss": 0.65223, "time": 0.67077} {"mode": "train", "epoch": 25, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.0191, "loss_rpn_cls": 0.0277, "loss_rpn_bbox": 0.0336, "loss_cls": 0.17949, "acc": 93.65747, "loss_bbox": 0.21197, "loss_mask": 0.22343, "loss": 0.67619, "time": 0.68325} {"mode": "train", "epoch": 25, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01918, "loss_rpn_cls": 0.02242, "loss_rpn_bbox": 0.02972, "loss_cls": 0.16741, "acc": 93.96924, "loss_bbox": 0.19463, "loss_mask": 0.21272, "loss": 0.6269, "time": 0.67019} {"mode": "train", "epoch": 25, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01714, "loss_rpn_cls": 0.02551, "loss_rpn_bbox": 0.03352, "loss_cls": 0.17274, "acc": 93.73828, "loss_bbox": 0.20572, "loss_mask": 0.22194, "loss": 0.65941, "time": 0.66417} {"mode": "train", "epoch": 25, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.01762, "loss_rpn_cls": 0.02369, "loss_rpn_bbox": 0.0322, "loss_cls": 0.15985, "acc": 94.07251, "loss_bbox": 0.20534, "loss_mask": 0.21222, "loss": 0.6333, "time": 0.67047} {"mode": "train", "epoch": 25, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.0182, "loss_rpn_cls": 0.02487, "loss_rpn_bbox": 0.03355, "loss_cls": 0.1703, "acc": 93.8479, "loss_bbox": 0.20382, "loss_mask": 0.21353, "loss": 0.64609, "time": 0.67169} {"mode": "train", "epoch": 25, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.0157, "loss_rpn_cls": 0.02644, "loss_rpn_bbox": 0.03242, "loss_cls": 0.17144, "acc": 93.87012, "loss_bbox": 0.20898, "loss_mask": 0.21525, "loss": 0.65452, "time": 0.66664} {"mode": "train", "epoch": 25, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.01687, "loss_rpn_cls": 0.02291, "loss_rpn_bbox": 0.032, "loss_cls": 0.1724, "acc": 93.79663, "loss_bbox": 0.20888, "loss_mask": 0.21407, "loss": 0.65024, "time": 0.65936} {"mode": "train", "epoch": 25, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.01966, "loss_rpn_cls": 0.02241, "loss_rpn_bbox": 0.03038, "loss_cls": 0.15564, "acc": 94.41992, "loss_bbox": 0.18615, "loss_mask": 0.2085, "loss": 0.60308, "time": 0.66504} {"mode": "train", "epoch": 25, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.01855, "loss_rpn_cls": 0.02447, "loss_rpn_bbox": 0.03123, "loss_cls": 0.16962, "acc": 94.01538, "loss_bbox": 0.20132, "loss_mask": 0.20965, "loss": 0.63629, "time": 0.66231} {"mode": "train", "epoch": 25, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.01851, "loss_rpn_cls": 0.02236, "loss_rpn_bbox": 0.03069, "loss_cls": 0.16866, "acc": 93.86328, "loss_bbox": 0.2016, "loss_mask": 0.21315, "loss": 0.63646, "time": 0.66996} {"mode": "train", "epoch": 25, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.01736, "loss_rpn_cls": 0.02419, "loss_rpn_bbox": 0.03128, "loss_cls": 0.17334, "acc": 93.79492, "loss_bbox": 0.20338, "loss_mask": 0.21375, "loss": 0.64593, "time": 0.6669} {"mode": "train", "epoch": 25, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.01675, "loss_rpn_cls": 0.02657, "loss_rpn_bbox": 0.03209, "loss_cls": 0.16958, "acc": 93.97778, "loss_bbox": 0.19948, "loss_mask": 0.21869, "loss": 0.64641, "time": 0.67536} {"mode": "train", "epoch": 25, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.01925, "loss_rpn_cls": 0.02495, "loss_rpn_bbox": 0.03265, "loss_cls": 0.17451, "acc": 93.78955, "loss_bbox": 0.21147, "loss_mask": 0.21874, "loss": 0.66232, "time": 0.67287} {"mode": "train", "epoch": 25, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.02116, "loss_rpn_cls": 0.02426, "loss_rpn_bbox": 0.03211, "loss_cls": 0.17323, "acc": 93.78076, "loss_bbox": 0.20667, "loss_mask": 0.21542, "loss": 0.6517, "time": 0.68066} {"mode": "train", "epoch": 25, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.01699, "loss_rpn_cls": 0.02063, "loss_rpn_bbox": 0.02938, "loss_cls": 0.166, "acc": 94.10229, "loss_bbox": 0.19877, "loss_mask": 0.21475, "loss": 0.62953, "time": 0.67118} {"mode": "train", "epoch": 25, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.01922, "loss_rpn_cls": 0.02233, "loss_rpn_bbox": 0.03054, "loss_cls": 0.16953, "acc": 93.99463, "loss_bbox": 0.20365, "loss_mask": 0.21374, "loss": 0.63978, "time": 0.6635} {"mode": "train", "epoch": 25, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.01673, "loss_rpn_cls": 0.02285, "loss_rpn_bbox": 0.03271, "loss_cls": 0.17105, "acc": 93.87744, "loss_bbox": 0.20192, "loss_mask": 0.21554, "loss": 0.64407, "time": 0.65537} {"mode": "train", "epoch": 25, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.01747, "loss_rpn_cls": 0.0226, "loss_rpn_bbox": 0.0316, "loss_cls": 0.16999, "acc": 93.85254, "loss_bbox": 0.20083, "loss_mask": 0.21327, "loss": 0.63828, "time": 0.66585} {"mode": "train", "epoch": 25, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.01822, "loss_rpn_cls": 0.02521, "loss_rpn_bbox": 0.03091, "loss_cls": 0.16594, "acc": 94.021, "loss_bbox": 0.20424, "loss_mask": 0.2176, "loss": 0.64391, "time": 0.67887} {"mode": "train", "epoch": 25, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.01694, "loss_rpn_cls": 0.0247, "loss_rpn_bbox": 0.03221, "loss_cls": 0.16633, "acc": 94.07251, "loss_bbox": 0.19977, "loss_mask": 0.21708, "loss": 0.64008, "time": 0.69146} {"mode": "train", "epoch": 25, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.0183, "loss_rpn_cls": 0.0234, "loss_rpn_bbox": 0.03275, "loss_cls": 0.17843, "acc": 93.60547, "loss_bbox": 0.20978, "loss_mask": 0.21532, "loss": 0.65969, "time": 0.66951} {"mode": "train", "epoch": 25, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.01736, "loss_rpn_cls": 0.02233, "loss_rpn_bbox": 0.03043, "loss_cls": 0.16609, "acc": 94.03882, "loss_bbox": 0.19399, "loss_mask": 0.2078, "loss": 0.62063, "time": 0.66893} {"mode": "train", "epoch": 25, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.0161, "loss_rpn_cls": 0.02116, "loss_rpn_bbox": 0.02876, "loss_cls": 0.16951, "acc": 93.96655, "loss_bbox": 0.19584, "loss_mask": 0.21629, "loss": 0.63156, "time": 0.68727} {"mode": "train", "epoch": 25, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.01599, "loss_rpn_cls": 0.02253, "loss_rpn_bbox": 0.03082, "loss_cls": 0.17247, "acc": 93.84399, "loss_bbox": 0.20402, "loss_mask": 0.21476, "loss": 0.64459, "time": 0.67352} {"mode": "train", "epoch": 25, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.01693, "loss_rpn_cls": 0.02523, "loss_rpn_bbox": 0.03073, "loss_cls": 0.17139, "acc": 93.94531, "loss_bbox": 0.20088, "loss_mask": 0.21303, "loss": 0.64126, "time": 0.66504} {"mode": "train", "epoch": 25, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.01756, "loss_rpn_cls": 0.02533, "loss_rpn_bbox": 0.03071, "loss_cls": 0.16701, "acc": 94.05762, "loss_bbox": 0.19726, "loss_mask": 0.20622, "loss": 0.62653, "time": 0.6772} {"mode": "train", "epoch": 25, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.01674, "loss_rpn_cls": 0.02149, "loss_rpn_bbox": 0.03003, "loss_cls": 0.17009, "acc": 93.89722, "loss_bbox": 0.19847, "loss_mask": 0.21258, "loss": 0.63266, "time": 0.66673} {"mode": "train", "epoch": 25, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.01706, "loss_rpn_cls": 0.02334, "loss_rpn_bbox": 0.03095, "loss_cls": 0.16918, "acc": 93.98047, "loss_bbox": 0.20312, "loss_mask": 0.21526, "loss": 0.64186, "time": 0.67736} {"mode": "train", "epoch": 25, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.016, "loss_rpn_cls": 0.02276, "loss_rpn_bbox": 0.03012, "loss_cls": 0.16641, "acc": 94.01733, "loss_bbox": 0.20205, "loss_mask": 0.21845, "loss": 0.63979, "time": 0.67492} {"mode": "train", "epoch": 25, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.01823, "loss_rpn_cls": 0.02386, "loss_rpn_bbox": 0.03153, "loss_cls": 0.17325, "acc": 93.79541, "loss_bbox": 0.20521, "loss_mask": 0.21518, "loss": 0.64903, "time": 0.67219} {"mode": "train", "epoch": 25, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.01849, "loss_rpn_cls": 0.02296, "loss_rpn_bbox": 0.03165, "loss_cls": 0.16426, "acc": 94.13135, "loss_bbox": 0.19652, "loss_mask": 0.21361, "loss": 0.629, "time": 0.67669} {"mode": "train", "epoch": 25, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.01708, "loss_rpn_cls": 0.02325, "loss_rpn_bbox": 0.03208, "loss_cls": 0.17363, "acc": 93.84131, "loss_bbox": 0.2086, "loss_mask": 0.21567, "loss": 0.65323, "time": 0.68028} {"mode": "train", "epoch": 25, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.01724, "loss_rpn_cls": 0.02304, "loss_rpn_bbox": 0.02973, "loss_cls": 0.17229, "acc": 93.80444, "loss_bbox": 0.20339, "loss_mask": 0.20858, "loss": 0.63704, "time": 0.68013} {"mode": "train", "epoch": 25, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.01634, "loss_rpn_cls": 0.02507, "loss_rpn_bbox": 0.03215, "loss_cls": 0.17104, "acc": 93.76807, "loss_bbox": 0.20489, "loss_mask": 0.21703, "loss": 0.65019, "time": 0.67772} {"mode": "train", "epoch": 25, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.01626, "loss_rpn_cls": 0.0242, "loss_rpn_bbox": 0.03108, "loss_cls": 0.17162, "acc": 93.84937, "loss_bbox": 0.20486, "loss_mask": 0.2128, "loss": 0.64457, "time": 0.67557} {"mode": "train", "epoch": 25, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.01795, "loss_rpn_cls": 0.02324, "loss_rpn_bbox": 0.03216, "loss_cls": 0.16968, "acc": 93.96899, "loss_bbox": 0.19779, "loss_mask": 0.21097, "loss": 0.63385, "time": 0.68351} {"mode": "train", "epoch": 25, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.01994, "loss_rpn_cls": 0.02405, "loss_rpn_bbox": 0.03229, "loss_cls": 0.16376, "acc": 94.0332, "loss_bbox": 0.20603, "loss_mask": 0.2085, "loss": 0.63463, "time": 0.6771} {"mode": "train", "epoch": 25, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.01894, "loss_rpn_cls": 0.02587, "loss_rpn_bbox": 0.0324, "loss_cls": 0.17029, "acc": 93.85767, "loss_bbox": 0.20783, "loss_mask": 0.22081, "loss": 0.6572, "time": 0.65725} {"mode": "train", "epoch": 25, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01678, "loss_rpn_cls": 0.02253, "loss_rpn_bbox": 0.0301, "loss_cls": 0.16376, "acc": 94.22754, "loss_bbox": 0.1985, "loss_mask": 0.21389, "loss": 0.62877, "time": 0.66624} {"mode": "train", "epoch": 25, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.01788, "loss_rpn_cls": 0.02301, "loss_rpn_bbox": 0.03016, "loss_cls": 0.15998, "acc": 94.24683, "loss_bbox": 0.19522, "loss_mask": 0.21574, "loss": 0.6241, "time": 0.67643} {"mode": "train", "epoch": 25, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01682, "loss_rpn_cls": 0.02311, "loss_rpn_bbox": 0.03171, "loss_cls": 0.16492, "acc": 94.08545, "loss_bbox": 0.20088, "loss_mask": 0.21479, "loss": 0.63541, "time": 0.66807} {"mode": "train", "epoch": 25, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.01891, "loss_rpn_cls": 0.02354, "loss_rpn_bbox": 0.02997, "loss_cls": 0.17055, "acc": 93.73071, "loss_bbox": 0.20909, "loss_mask": 0.22242, "loss": 0.65557, "time": 0.66876} {"mode": "train", "epoch": 25, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.01598, "loss_rpn_cls": 0.02385, "loss_rpn_bbox": 0.03125, "loss_cls": 0.16395, "acc": 94.0918, "loss_bbox": 0.20011, "loss_mask": 0.21067, "loss": 0.62982, "time": 0.67031} {"mode": "train", "epoch": 25, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.01555, "loss_rpn_cls": 0.02447, "loss_rpn_bbox": 0.03315, "loss_cls": 0.17826, "acc": 93.58179, "loss_bbox": 0.20856, "loss_mask": 0.22002, "loss": 0.66446, "time": 0.67753} {"mode": "train", "epoch": 25, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.01601, "loss_rpn_cls": 0.02231, "loss_rpn_bbox": 0.03009, "loss_cls": 0.16251, "acc": 94.16772, "loss_bbox": 0.19699, "loss_mask": 0.21095, "loss": 0.62286, "time": 0.67708} {"mode": "train", "epoch": 25, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.01533, "loss_rpn_cls": 0.02333, "loss_rpn_bbox": 0.03175, "loss_cls": 0.17228, "acc": 93.81323, "loss_bbox": 0.20355, "loss_mask": 0.21378, "loss": 0.64469, "time": 0.67474} {"mode": "train", "epoch": 25, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.01603, "loss_rpn_cls": 0.02198, "loss_rpn_bbox": 0.02751, "loss_cls": 0.15945, "acc": 94.396, "loss_bbox": 0.19028, "loss_mask": 0.20641, "loss": 0.60563, "time": 0.65982} {"mode": "train", "epoch": 25, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.01822, "loss_rpn_cls": 0.02483, "loss_rpn_bbox": 0.03115, "loss_cls": 0.16805, "acc": 93.83545, "loss_bbox": 0.20685, "loss_mask": 0.21185, "loss": 0.64273, "time": 0.66934} {"mode": "train", "epoch": 25, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.01658, "loss_rpn_cls": 0.02264, "loss_rpn_bbox": 0.03211, "loss_cls": 0.1677, "acc": 93.91675, "loss_bbox": 0.20252, "loss_mask": 0.21289, "loss": 0.63787, "time": 0.6742} {"mode": "train", "epoch": 25, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01625, "loss_rpn_cls": 0.02607, "loss_rpn_bbox": 0.03185, "loss_cls": 0.16154, "acc": 94.2981, "loss_bbox": 0.19586, "loss_mask": 0.21245, "loss": 0.62776, "time": 0.66671} {"mode": "train", "epoch": 25, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01762, "loss_rpn_cls": 0.02396, "loss_rpn_bbox": 0.02902, "loss_cls": 0.16666, "acc": 94.13574, "loss_bbox": 0.1968, "loss_mask": 0.20752, "loss": 0.62396, "time": 0.66708} {"mode": "train", "epoch": 25, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01671, "loss_rpn_cls": 0.02403, "loss_rpn_bbox": 0.0323, "loss_cls": 0.15897, "acc": 94.29956, "loss_bbox": 0.19727, "loss_mask": 0.20764, "loss": 0.62021, "time": 0.66795} {"mode": "train", "epoch": 25, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01677, "loss_rpn_cls": 0.02424, "loss_rpn_bbox": 0.03049, "loss_cls": 0.16469, "acc": 93.97144, "loss_bbox": 0.20253, "loss_mask": 0.2067, "loss": 0.62864, "time": 0.67391} {"mode": "train", "epoch": 25, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.01608, "loss_rpn_cls": 0.02198, "loss_rpn_bbox": 0.03021, "loss_cls": 0.16559, "acc": 94.13013, "loss_bbox": 0.19457, "loss_mask": 0.20668, "loss": 0.61902, "time": 0.67809} {"mode": "train", "epoch": 25, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.01711, "loss_rpn_cls": 0.02408, "loss_rpn_bbox": 0.03087, "loss_cls": 0.16972, "acc": 93.91748, "loss_bbox": 0.20306, "loss_mask": 0.21361, "loss": 0.64134, "time": 0.67067} {"mode": "train", "epoch": 25, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01645, "loss_rpn_cls": 0.02414, "loss_rpn_bbox": 0.02996, "loss_cls": 0.16229, "acc": 94.24951, "loss_bbox": 0.19262, "loss_mask": 0.21029, "loss": 0.6193, "time": 0.66001} {"mode": "train", "epoch": 25, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.02212, "loss_rpn_cls": 0.02351, "loss_rpn_bbox": 0.03161, "loss_cls": 0.16506, "acc": 93.99194, "loss_bbox": 0.20087, "loss_mask": 0.21316, "loss": 0.63421, "time": 0.67499} {"mode": "train", "epoch": 25, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.01653, "loss_rpn_cls": 0.02685, "loss_rpn_bbox": 0.03157, "loss_cls": 0.15299, "acc": 94.53296, "loss_bbox": 0.18859, "loss_mask": 0.20929, "loss": 0.60929, "time": 0.68117} {"mode": "train", "epoch": 25, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.01424, "loss_rpn_cls": 0.02485, "loss_rpn_bbox": 0.03141, "loss_cls": 0.15173, "acc": 94.60327, "loss_bbox": 0.18448, "loss_mask": 0.20976, "loss": 0.60222, "time": 0.67157} {"mode": "train", "epoch": 25, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.01606, "loss_rpn_cls": 0.02442, "loss_rpn_bbox": 0.03256, "loss_cls": 0.14563, "acc": 94.67212, "loss_bbox": 0.18082, "loss_mask": 0.20809, "loss": 0.59152, "time": 0.67445} {"mode": "train", "epoch": 25, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01803, "loss_rpn_cls": 0.02155, "loss_rpn_bbox": 0.03014, "loss_cls": 0.15981, "acc": 94.17285, "loss_bbox": 0.19722, "loss_mask": 0.21249, "loss": 0.62121, "time": 0.6701} {"mode": "train", "epoch": 25, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.01724, "loss_rpn_cls": 0.0252, "loss_rpn_bbox": 0.03236, "loss_cls": 0.16929, "acc": 93.99561, "loss_bbox": 0.19735, "loss_mask": 0.21498, "loss": 0.63918, "time": 0.67045} {"mode": "train", "epoch": 25, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.01743, "loss_rpn_cls": 0.02579, "loss_rpn_bbox": 0.03326, "loss_cls": 0.17665, "acc": 93.53271, "loss_bbox": 0.21098, "loss_mask": 0.22274, "loss": 0.66942, "time": 0.68065} {"mode": "train", "epoch": 25, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.01832, "loss_rpn_cls": 0.02332, "loss_rpn_bbox": 0.0304, "loss_cls": 0.16804, "acc": 93.94727, "loss_bbox": 0.20029, "loss_mask": 0.21418, "loss": 0.63623, "time": 0.66642} {"mode": "train", "epoch": 25, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01576, "loss_rpn_cls": 0.02404, "loss_rpn_bbox": 0.03295, "loss_cls": 0.16325, "acc": 94.19629, "loss_bbox": 0.19749, "loss_mask": 0.21671, "loss": 0.63445, "time": 0.66967} {"mode": "train", "epoch": 25, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01661, "loss_rpn_cls": 0.02522, "loss_rpn_bbox": 0.03167, "loss_cls": 0.16734, "acc": 94.02832, "loss_bbox": 0.20201, "loss_mask": 0.21626, "loss": 0.6425, "time": 0.67105} {"mode": "train", "epoch": 25, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.01731, "loss_rpn_cls": 0.02159, "loss_rpn_bbox": 0.02997, "loss_cls": 0.17009, "acc": 93.93921, "loss_bbox": 0.20472, "loss_mask": 0.21892, "loss": 0.64529, "time": 0.67128} {"mode": "train", "epoch": 25, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.01713, "loss_rpn_cls": 0.024, "loss_rpn_bbox": 0.03168, "loss_cls": 0.16922, "acc": 94.01147, "loss_bbox": 0.20164, "loss_mask": 0.21957, "loss": 0.6461, "time": 0.67736} {"mode": "train", "epoch": 25, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.0174, "loss_rpn_cls": 0.02275, "loss_rpn_bbox": 0.02952, "loss_cls": 0.16564, "acc": 94.1106, "loss_bbox": 0.19407, "loss_mask": 0.21201, "loss": 0.624, "time": 0.672} {"mode": "train", "epoch": 25, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01754, "loss_rpn_cls": 0.02439, "loss_rpn_bbox": 0.03266, "loss_cls": 0.17644, "acc": 93.82031, "loss_bbox": 0.20743, "loss_mask": 0.21603, "loss": 0.65695, "time": 0.66701} {"mode": "train", "epoch": 25, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.01752, "loss_rpn_cls": 0.02248, "loss_rpn_bbox": 0.02939, "loss_cls": 0.1629, "acc": 94.18018, "loss_bbox": 0.19711, "loss_mask": 0.2177, "loss": 0.62957, "time": 0.66311} {"mode": "train", "epoch": 25, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01723, "loss_rpn_cls": 0.02591, "loss_rpn_bbox": 0.03173, "loss_cls": 0.16128, "acc": 94.22241, "loss_bbox": 0.19318, "loss_mask": 0.21132, "loss": 0.62342, "time": 0.67307} {"mode": "train", "epoch": 25, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.01733, "loss_rpn_cls": 0.02757, "loss_rpn_bbox": 0.03578, "loss_cls": 0.1699, "acc": 93.88843, "loss_bbox": 0.20338, "loss_mask": 0.211, "loss": 0.64763, "time": 0.68368} {"mode": "train", "epoch": 25, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.01574, "loss_rpn_cls": 0.02, "loss_rpn_bbox": 0.02715, "loss_cls": 0.15847, "acc": 94.39893, "loss_bbox": 0.19003, "loss_mask": 0.20543, "loss": 0.60107, "time": 0.67377} {"mode": "train", "epoch": 25, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.01571, "loss_rpn_cls": 0.02322, "loss_rpn_bbox": 0.0294, "loss_cls": 0.16387, "acc": 94.1792, "loss_bbox": 0.1939, "loss_mask": 0.20868, "loss": 0.61907, "time": 0.67266} {"mode": "train", "epoch": 25, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.01639, "loss_rpn_cls": 0.02339, "loss_rpn_bbox": 0.03139, "loss_cls": 0.16832, "acc": 94.05615, "loss_bbox": 0.19735, "loss_mask": 0.20792, "loss": 0.62837, "time": 0.6861} {"mode": "train", "epoch": 25, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.01626, "loss_rpn_cls": 0.02631, "loss_rpn_bbox": 0.0308, "loss_cls": 0.16274, "acc": 94.12573, "loss_bbox": 0.19032, "loss_mask": 0.20587, "loss": 0.61603, "time": 0.6789} {"mode": "train", "epoch": 25, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.01627, "loss_rpn_cls": 0.02161, "loss_rpn_bbox": 0.02976, "loss_cls": 0.1654, "acc": 93.93408, "loss_bbox": 0.20206, "loss_mask": 0.21131, "loss": 0.63014, "time": 0.6704} {"mode": "train", "epoch": 25, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.01584, "loss_rpn_cls": 0.02284, "loss_rpn_bbox": 0.03116, "loss_cls": 0.16912, "acc": 94.04785, "loss_bbox": 0.20371, "loss_mask": 0.21824, "loss": 0.64507, "time": 0.67} {"mode": "train", "epoch": 25, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.01671, "loss_rpn_cls": 0.02327, "loss_rpn_bbox": 0.03065, "loss_cls": 0.17253, "acc": 93.83228, "loss_bbox": 0.20519, "loss_mask": 0.21591, "loss": 0.64755, "time": 0.67197} {"mode": "train", "epoch": 25, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.01656, "loss_rpn_cls": 0.02465, "loss_rpn_bbox": 0.03147, "loss_cls": 0.17571, "acc": 93.76172, "loss_bbox": 0.20883, "loss_mask": 0.21191, "loss": 0.65257, "time": 0.6796} {"mode": "train", "epoch": 25, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.01832, "loss_rpn_cls": 0.02109, "loss_rpn_bbox": 0.03105, "loss_cls": 0.16923, "acc": 93.95142, "loss_bbox": 0.19799, "loss_mask": 0.21393, "loss": 0.63329, "time": 0.67757} {"mode": "train", "epoch": 25, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.01727, "loss_rpn_cls": 0.02384, "loss_rpn_bbox": 0.03173, "loss_cls": 0.17977, "acc": 93.66553, "loss_bbox": 0.20576, "loss_mask": 0.2166, "loss": 0.6577, "time": 0.68244} {"mode": "train", "epoch": 25, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.01678, "loss_rpn_cls": 0.02342, "loss_rpn_bbox": 0.03075, "loss_cls": 0.17287, "acc": 93.80347, "loss_bbox": 0.20779, "loss_mask": 0.21628, "loss": 0.65111, "time": 0.65454} {"mode": "train", "epoch": 25, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.01634, "loss_rpn_cls": 0.02363, "loss_rpn_bbox": 0.03217, "loss_cls": 0.16519, "acc": 94.04688, "loss_bbox": 0.20169, "loss_mask": 0.21172, "loss": 0.63441, "time": 0.67175} {"mode": "train", "epoch": 25, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.01867, "loss_rpn_cls": 0.02206, "loss_rpn_bbox": 0.03162, "loss_cls": 0.16515, "acc": 94.07812, "loss_bbox": 0.20077, "loss_mask": 0.21257, "loss": 0.63218, "time": 0.67578} {"mode": "train", "epoch": 25, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.01807, "loss_rpn_cls": 0.02456, "loss_rpn_bbox": 0.03209, "loss_cls": 0.17982, "acc": 93.62085, "loss_bbox": 0.21727, "loss_mask": 0.22202, "loss": 0.67577, "time": 0.66299} {"mode": "train", "epoch": 25, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.01915, "loss_rpn_cls": 0.02218, "loss_rpn_bbox": 0.0306, "loss_cls": 0.16519, "acc": 94.00049, "loss_bbox": 0.19915, "loss_mask": 0.20518, "loss": 0.62228, "time": 0.67395} {"mode": "train", "epoch": 25, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.01895, "loss_rpn_cls": 0.02582, "loss_rpn_bbox": 0.03401, "loss_cls": 0.17171, "acc": 93.76123, "loss_bbox": 0.2113, "loss_mask": 0.21489, "loss": 0.65773, "time": 0.67848} {"mode": "train", "epoch": 25, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.01526, "loss_rpn_cls": 0.02341, "loss_rpn_bbox": 0.03128, "loss_cls": 0.16575, "acc": 94.06226, "loss_bbox": 0.19569, "loss_mask": 0.20973, "loss": 0.62586, "time": 0.66316} {"mode": "train", "epoch": 25, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.01779, "loss_rpn_cls": 0.02552, "loss_rpn_bbox": 0.03196, "loss_cls": 0.17415, "acc": 93.81982, "loss_bbox": 0.20646, "loss_mask": 0.21804, "loss": 0.65612, "time": 0.66206} {"mode": "train", "epoch": 25, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.01744, "loss_rpn_cls": 0.02506, "loss_rpn_bbox": 0.03085, "loss_cls": 0.16359, "acc": 94.15771, "loss_bbox": 0.19712, "loss_mask": 0.20718, "loss": 0.6238, "time": 0.6667} {"mode": "train", "epoch": 25, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.01775, "loss_rpn_cls": 0.0238, "loss_rpn_bbox": 0.02997, "loss_cls": 0.16849, "acc": 94.00513, "loss_bbox": 0.20217, "loss_mask": 0.22032, "loss": 0.64475, "time": 0.66778} {"mode": "train", "epoch": 25, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.01868, "loss_rpn_cls": 0.02299, "loss_rpn_bbox": 0.02992, "loss_cls": 0.16235, "acc": 94.2417, "loss_bbox": 0.19456, "loss_mask": 0.21408, "loss": 0.62389, "time": 0.67759} {"mode": "train", "epoch": 25, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.01803, "loss_rpn_cls": 0.02177, "loss_rpn_bbox": 0.03192, "loss_cls": 0.17811, "acc": 93.70557, "loss_bbox": 0.20694, "loss_mask": 0.2184, "loss": 0.65714, "time": 0.67037} {"mode": "train", "epoch": 25, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.0166, "loss_rpn_cls": 0.02107, "loss_rpn_bbox": 0.03085, "loss_cls": 0.16808, "acc": 93.95557, "loss_bbox": 0.20193, "loss_mask": 0.21382, "loss": 0.63576, "time": 0.68556} {"mode": "train", "epoch": 25, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01554, "loss_rpn_cls": 0.02297, "loss_rpn_bbox": 0.0299, "loss_cls": 0.17281, "acc": 93.87866, "loss_bbox": 0.20232, "loss_mask": 0.21181, "loss": 0.63982, "time": 0.66405} {"mode": "train", "epoch": 25, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.01628, "loss_rpn_cls": 0.02591, "loss_rpn_bbox": 0.03241, "loss_cls": 0.17398, "acc": 93.82227, "loss_bbox": 0.20548, "loss_mask": 0.21341, "loss": 0.65119, "time": 0.66681} {"mode": "train", "epoch": 25, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.01723, "loss_rpn_cls": 0.02141, "loss_rpn_bbox": 0.03079, "loss_cls": 0.16589, "acc": 94.09961, "loss_bbox": 0.20066, "loss_mask": 0.20972, "loss": 0.62848, "time": 0.67723} {"mode": "train", "epoch": 25, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.01941, "loss_rpn_cls": 0.02472, "loss_rpn_bbox": 0.03337, "loss_cls": 0.16821, "acc": 93.91577, "loss_bbox": 0.2068, "loss_mask": 0.21099, "loss": 0.64409, "time": 0.67094} {"mode": "train", "epoch": 25, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01662, "loss_rpn_cls": 0.02348, "loss_rpn_bbox": 0.03099, "loss_cls": 0.16542, "acc": 94.0271, "loss_bbox": 0.2, "loss_mask": 0.21047, "loss": 0.63035, "time": 0.67965} {"mode": "train", "epoch": 25, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.01779, "loss_rpn_cls": 0.02371, "loss_rpn_bbox": 0.03208, "loss_cls": 0.17192, "acc": 93.68262, "loss_bbox": 0.20475, "loss_mask": 0.21733, "loss": 0.64979, "time": 0.66873} {"mode": "train", "epoch": 25, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.01687, "loss_rpn_cls": 0.02504, "loss_rpn_bbox": 0.03057, "loss_cls": 0.17309, "acc": 93.86816, "loss_bbox": 0.20289, "loss_mask": 0.21589, "loss": 0.64748, "time": 0.67101} {"mode": "train", "epoch": 25, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01518, "loss_rpn_cls": 0.02414, "loss_rpn_bbox": 0.0314, "loss_cls": 0.16401, "acc": 94.21606, "loss_bbox": 0.19526, "loss_mask": 0.20912, "loss": 0.62393, "time": 0.66248} {"mode": "train", "epoch": 25, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.01732, "loss_rpn_cls": 0.01968, "loss_rpn_bbox": 0.02962, "loss_cls": 0.16661, "acc": 93.95752, "loss_bbox": 0.20225, "loss_mask": 0.21451, "loss": 0.63268, "time": 0.66374} {"mode": "train", "epoch": 25, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.01901, "loss_rpn_cls": 0.02337, "loss_rpn_bbox": 0.03028, "loss_cls": 0.16036, "acc": 94.25073, "loss_bbox": 0.19482, "loss_mask": 0.20803, "loss": 0.61687, "time": 0.67722} {"mode": "train", "epoch": 25, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.01801, "loss_rpn_cls": 0.02233, "loss_rpn_bbox": 0.03216, "loss_cls": 0.15966, "acc": 94.20825, "loss_bbox": 0.19455, "loss_mask": 0.20664, "loss": 0.61534, "time": 0.66671} {"mode": "train", "epoch": 25, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.01839, "loss_rpn_cls": 0.02142, "loss_rpn_bbox": 0.02903, "loss_cls": 0.15817, "acc": 94.22778, "loss_bbox": 0.1905, "loss_mask": 0.21015, "loss": 0.60926, "time": 0.66129} {"mode": "train", "epoch": 25, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.018, "loss_rpn_cls": 0.02421, "loss_rpn_bbox": 0.03238, "loss_cls": 0.17171, "acc": 93.80029, "loss_bbox": 0.20698, "loss_mask": 0.21708, "loss": 0.65235, "time": 0.67768} {"mode": "train", "epoch": 25, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.0174, "loss_rpn_cls": 0.024, "loss_rpn_bbox": 0.03129, "loss_cls": 0.17474, "acc": 93.65894, "loss_bbox": 0.20636, "loss_mask": 0.21199, "loss": 0.64838, "time": 0.67354} {"mode": "train", "epoch": 25, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01688, "loss_rpn_cls": 0.02273, "loss_rpn_bbox": 0.03347, "loss_cls": 0.17747, "acc": 93.6228, "loss_bbox": 0.2074, "loss_mask": 0.21778, "loss": 0.65885, "time": 0.68197} {"mode": "train", "epoch": 25, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01774, "loss_rpn_cls": 0.0226, "loss_rpn_bbox": 0.0302, "loss_cls": 0.17909, "acc": 93.56567, "loss_bbox": 0.21014, "loss_mask": 0.21202, "loss": 0.65406, "time": 0.67022} {"mode": "train", "epoch": 25, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.01725, "loss_rpn_cls": 0.02387, "loss_rpn_bbox": 0.03088, "loss_cls": 0.17516, "acc": 93.78467, "loss_bbox": 0.20291, "loss_mask": 0.20819, "loss": 0.64102, "time": 0.66404} {"mode": "train", "epoch": 25, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.01611, "loss_rpn_cls": 0.02437, "loss_rpn_bbox": 0.03153, "loss_cls": 0.15792, "acc": 94.31592, "loss_bbox": 0.18914, "loss_mask": 0.2117, "loss": 0.61466, "time": 0.6739} {"mode": "train", "epoch": 25, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.01735, "loss_rpn_cls": 0.02198, "loss_rpn_bbox": 0.03204, "loss_cls": 0.17247, "acc": 93.82617, "loss_bbox": 0.20256, "loss_mask": 0.21732, "loss": 0.64637, "time": 0.68673} {"mode": "train", "epoch": 25, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.01645, "loss_rpn_cls": 0.0222, "loss_rpn_bbox": 0.03134, "loss_cls": 0.16769, "acc": 94.00098, "loss_bbox": 0.19794, "loss_mask": 0.21443, "loss": 0.63358, "time": 0.67505} {"mode": "train", "epoch": 25, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.01828, "loss_rpn_cls": 0.02612, "loss_rpn_bbox": 0.03213, "loss_cls": 0.17369, "acc": 93.69189, "loss_bbox": 0.20537, "loss_mask": 0.21457, "loss": 0.65188, "time": 0.67672} {"mode": "train", "epoch": 25, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.01738, "loss_rpn_cls": 0.02244, "loss_rpn_bbox": 0.03042, "loss_cls": 0.16487, "acc": 94.05371, "loss_bbox": 0.19505, "loss_mask": 0.2166, "loss": 0.62938, "time": 0.67358} {"mode": "train", "epoch": 25, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.01926, "loss_rpn_cls": 0.02381, "loss_rpn_bbox": 0.03166, "loss_cls": 0.17381, "acc": 93.81836, "loss_bbox": 0.20696, "loss_mask": 0.2156, "loss": 0.65184, "time": 0.66165} {"mode": "train", "epoch": 25, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01743, "loss_rpn_cls": 0.02366, "loss_rpn_bbox": 0.03078, "loss_cls": 0.16745, "acc": 93.95166, "loss_bbox": 0.2006, "loss_mask": 0.21029, "loss": 0.63278, "time": 0.66152} {"mode": "train", "epoch": 25, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01731, "loss_rpn_cls": 0.02209, "loss_rpn_bbox": 0.03092, "loss_cls": 0.15322, "acc": 94.48364, "loss_bbox": 0.18722, "loss_mask": 0.20954, "loss": 0.603, "time": 0.66388} {"mode": "val", "epoch": 25, "iter": 625, "lr": 0.0, "bbox_mAP": 0.5111, "bbox_mAP_50": 0.7348, "bbox_mAP_75": 0.5631, "bbox_mAP_s": 0.348, "bbox_mAP_m": 0.5542, "bbox_mAP_l": 0.6519, "bbox_mAP_copypaste": "0.5111 0.7348 0.5631 0.3480 0.5542 0.6519", "segm_mAP": 0.4586, "segm_mAP_50": 0.7079, "segm_mAP_75": 0.4995, "segm_mAP_s": 0.2638, "segm_mAP_m": 0.4982, "segm_mAP_l": 0.6445, "segm_mAP_copypaste": "0.4586 0.7079 0.4995 0.2638 0.4982 0.6445"} {"mode": "train", "epoch": 26, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.70115, "loss_rpn_cls": 0.02201, "loss_rpn_bbox": 0.02902, "loss_cls": 0.14904, "acc": 94.59912, "loss_bbox": 0.18423, "loss_mask": 0.20942, "loss": 0.59373, "time": 1.36411} {"mode": "train", "epoch": 26, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.01726, "loss_rpn_cls": 0.02182, "loss_rpn_bbox": 0.02984, "loss_cls": 0.14106, "acc": 94.88135, "loss_bbox": 0.17368, "loss_mask": 0.20519, "loss": 0.57158, "time": 0.69346} {"mode": "train", "epoch": 26, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.02196, "loss_rpn_cls": 0.02355, "loss_rpn_bbox": 0.03031, "loss_cls": 0.1501, "acc": 94.59155, "loss_bbox": 0.18637, "loss_mask": 0.20867, "loss": 0.599, "time": 0.66093} {"mode": "train", "epoch": 26, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.0188, "loss_rpn_cls": 0.02583, "loss_rpn_bbox": 0.03271, "loss_cls": 0.17616, "acc": 93.6709, "loss_bbox": 0.21201, "loss_mask": 0.21364, "loss": 0.66035, "time": 0.67785} {"mode": "train", "epoch": 26, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.01821, "loss_rpn_cls": 0.02382, "loss_rpn_bbox": 0.0306, "loss_cls": 0.15907, "acc": 94.21533, "loss_bbox": 0.19187, "loss_mask": 0.20404, "loss": 0.6094, "time": 0.67294} {"mode": "train", "epoch": 26, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.01545, "loss_rpn_cls": 0.02458, "loss_rpn_bbox": 0.03233, "loss_cls": 0.15981, "acc": 94.18628, "loss_bbox": 0.19098, "loss_mask": 0.20685, "loss": 0.61456, "time": 0.666} {"mode": "train", "epoch": 26, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.01623, "loss_rpn_cls": 0.02166, "loss_rpn_bbox": 0.02836, "loss_cls": 0.155, "acc": 94.45679, "loss_bbox": 0.18943, "loss_mask": 0.20514, "loss": 0.59959, "time": 0.66736} {"mode": "train", "epoch": 26, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.01871, "loss_rpn_cls": 0.02339, "loss_rpn_bbox": 0.03015, "loss_cls": 0.16741, "acc": 93.88135, "loss_bbox": 0.19988, "loss_mask": 0.20516, "loss": 0.62599, "time": 0.66358} {"mode": "train", "epoch": 26, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.01659, "loss_rpn_cls": 0.0234, "loss_rpn_bbox": 0.03009, "loss_cls": 0.15812, "acc": 94.20679, "loss_bbox": 0.1889, "loss_mask": 0.20344, "loss": 0.60395, "time": 0.68211} {"mode": "train", "epoch": 26, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.01935, "loss_rpn_cls": 0.02559, "loss_rpn_bbox": 0.031, "loss_cls": 0.16592, "acc": 94.03394, "loss_bbox": 0.19855, "loss_mask": 0.20839, "loss": 0.62945, "time": 0.66211} {"mode": "train", "epoch": 26, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01883, "loss_rpn_cls": 0.02147, "loss_rpn_bbox": 0.03019, "loss_cls": 0.16126, "acc": 94.21826, "loss_bbox": 0.1938, "loss_mask": 0.2073, "loss": 0.61402, "time": 0.66638} {"mode": "train", "epoch": 26, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.0159, "loss_rpn_cls": 0.02215, "loss_rpn_bbox": 0.03094, "loss_cls": 0.16798, "acc": 93.8999, "loss_bbox": 0.20549, "loss_mask": 0.20794, "loss": 0.6345, "time": 0.67261} {"mode": "train", "epoch": 26, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.01789, "loss_rpn_cls": 0.02367, "loss_rpn_bbox": 0.03079, "loss_cls": 0.17133, "acc": 93.91821, "loss_bbox": 0.201, "loss_mask": 0.21474, "loss": 0.64153, "time": 0.67584} {"mode": "train", "epoch": 26, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.01727, "loss_rpn_cls": 0.02474, "loss_rpn_bbox": 0.03267, "loss_cls": 0.17267, "acc": 93.77222, "loss_bbox": 0.20878, "loss_mask": 0.21416, "loss": 0.65301, "time": 0.67284} {"mode": "train", "epoch": 26, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.01673, "loss_rpn_cls": 0.02326, "loss_rpn_bbox": 0.03124, "loss_cls": 0.14946, "acc": 94.57861, "loss_bbox": 0.18507, "loss_mask": 0.20903, "loss": 0.59806, "time": 0.66361} {"mode": "train", "epoch": 26, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.01931, "loss_rpn_cls": 0.02414, "loss_rpn_bbox": 0.03195, "loss_cls": 0.15907, "acc": 94.18115, "loss_bbox": 0.19922, "loss_mask": 0.21386, "loss": 0.62824, "time": 0.68051} {"mode": "train", "epoch": 26, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.01556, "loss_rpn_cls": 0.02279, "loss_rpn_bbox": 0.03042, "loss_cls": 0.16158, "acc": 94.14258, "loss_bbox": 0.19892, "loss_mask": 0.21101, "loss": 0.62472, "time": 0.67803} {"mode": "train", "epoch": 26, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.01591, "loss_rpn_cls": 0.0229, "loss_rpn_bbox": 0.03066, "loss_cls": 0.15816, "acc": 94.29492, "loss_bbox": 0.18956, "loss_mask": 0.21463, "loss": 0.61591, "time": 0.66685} {"mode": "train", "epoch": 26, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.01832, "loss_rpn_cls": 0.02508, "loss_rpn_bbox": 0.03324, "loss_cls": 0.17096, "acc": 93.90942, "loss_bbox": 0.2017, "loss_mask": 0.21955, "loss": 0.65052, "time": 0.67949} {"mode": "train", "epoch": 26, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.02074, "loss_rpn_cls": 0.02408, "loss_rpn_bbox": 0.03095, "loss_cls": 0.16044, "acc": 94.13794, "loss_bbox": 0.19774, "loss_mask": 0.21191, "loss": 0.62512, "time": 0.66082} {"mode": "train", "epoch": 26, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01826, "loss_rpn_cls": 0.02093, "loss_rpn_bbox": 0.02934, "loss_cls": 0.16161, "acc": 94.16235, "loss_bbox": 0.19643, "loss_mask": 0.2114, "loss": 0.61971, "time": 0.67148} {"mode": "train", "epoch": 26, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.0158, "loss_rpn_cls": 0.01978, "loss_rpn_bbox": 0.02816, "loss_cls": 0.15972, "acc": 94.21411, "loss_bbox": 0.19579, "loss_mask": 0.20644, "loss": 0.60989, "time": 0.66259} {"mode": "train", "epoch": 26, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.01842, "loss_rpn_cls": 0.02155, "loss_rpn_bbox": 0.029, "loss_cls": 0.17235, "acc": 93.88208, "loss_bbox": 0.20093, "loss_mask": 0.21377, "loss": 0.63759, "time": 0.6615} {"mode": "train", "epoch": 26, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.01825, "loss_rpn_cls": 0.0222, "loss_rpn_bbox": 0.03033, "loss_cls": 0.16393, "acc": 94.12646, "loss_bbox": 0.19999, "loss_mask": 0.21137, "loss": 0.62782, "time": 0.66995} {"mode": "train", "epoch": 26, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.01998, "loss_rpn_cls": 0.023, "loss_rpn_bbox": 0.02844, "loss_cls": 0.16255, "acc": 94.14868, "loss_bbox": 0.19034, "loss_mask": 0.20795, "loss": 0.61229, "time": 0.66217} {"mode": "train", "epoch": 26, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.01945, "loss_rpn_cls": 0.0264, "loss_rpn_bbox": 0.03582, "loss_cls": 0.17954, "acc": 93.5979, "loss_bbox": 0.21158, "loss_mask": 0.21644, "loss": 0.66978, "time": 0.69312} {"mode": "train", "epoch": 26, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01641, "loss_rpn_cls": 0.02571, "loss_rpn_bbox": 0.03631, "loss_cls": 0.17149, "acc": 93.85425, "loss_bbox": 0.2086, "loss_mask": 0.21025, "loss": 0.65235, "time": 0.67459} {"mode": "train", "epoch": 26, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01671, "loss_rpn_cls": 0.02295, "loss_rpn_bbox": 0.03225, "loss_cls": 0.17202, "acc": 93.76025, "loss_bbox": 0.20606, "loss_mask": 0.21585, "loss": 0.64913, "time": 0.66921} {"mode": "train", "epoch": 26, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.0192, "loss_rpn_cls": 0.02429, "loss_rpn_bbox": 0.03164, "loss_cls": 0.17893, "acc": 93.56128, "loss_bbox": 0.21579, "loss_mask": 0.22035, "loss": 0.671, "time": 0.66809} {"mode": "train", "epoch": 26, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.01648, "loss_rpn_cls": 0.02528, "loss_rpn_bbox": 0.0304, "loss_cls": 0.17658, "acc": 93.73022, "loss_bbox": 0.19936, "loss_mask": 0.21292, "loss": 0.64454, "time": 0.66371} {"mode": "train", "epoch": 26, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.0207, "loss_rpn_cls": 0.02505, "loss_rpn_bbox": 0.03409, "loss_cls": 0.15897, "acc": 94.22559, "loss_bbox": 0.1927, "loss_mask": 0.20882, "loss": 0.61963, "time": 0.67295} {"mode": "train", "epoch": 26, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.01705, "loss_rpn_cls": 0.02443, "loss_rpn_bbox": 0.03173, "loss_cls": 0.16995, "acc": 93.87109, "loss_bbox": 0.20826, "loss_mask": 0.21416, "loss": 0.64852, "time": 0.67372} {"mode": "train", "epoch": 26, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.01665, "loss_rpn_cls": 0.02127, "loss_rpn_bbox": 0.03, "loss_cls": 0.15941, "acc": 94.28174, "loss_bbox": 0.19408, "loss_mask": 0.21107, "loss": 0.61584, "time": 0.65957} {"mode": "train", "epoch": 26, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.01942, "loss_rpn_cls": 0.02313, "loss_rpn_bbox": 0.03027, "loss_cls": 0.16453, "acc": 94.05029, "loss_bbox": 0.19534, "loss_mask": 0.20945, "loss": 0.62273, "time": 0.67035} {"mode": "train", "epoch": 26, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.01734, "loss_rpn_cls": 0.02285, "loss_rpn_bbox": 0.03128, "loss_cls": 0.16891, "acc": 93.92798, "loss_bbox": 0.20211, "loss_mask": 0.21211, "loss": 0.63726, "time": 0.69447} {"mode": "train", "epoch": 26, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.02103, "loss_rpn_cls": 0.02198, "loss_rpn_bbox": 0.03068, "loss_cls": 0.17276, "acc": 93.80518, "loss_bbox": 0.20533, "loss_mask": 0.21447, "loss": 0.64522, "time": 0.67059} {"mode": "train", "epoch": 26, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.02113, "loss_rpn_cls": 0.02315, "loss_rpn_bbox": 0.03019, "loss_cls": 0.15903, "acc": 94.2207, "loss_bbox": 0.19335, "loss_mask": 0.20532, "loss": 0.61104, "time": 0.66914} {"mode": "train", "epoch": 26, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.01729, "loss_rpn_cls": 0.02245, "loss_rpn_bbox": 0.03092, "loss_cls": 0.17497, "acc": 93.72241, "loss_bbox": 0.20896, "loss_mask": 0.21707, "loss": 0.65438, "time": 0.67171} {"mode": "train", "epoch": 26, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.0176, "loss_rpn_cls": 0.0233, "loss_rpn_bbox": 0.03167, "loss_cls": 0.16607, "acc": 94.03809, "loss_bbox": 0.19999, "loss_mask": 0.21697, "loss": 0.63799, "time": 0.67893} {"mode": "train", "epoch": 26, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.01984, "loss_rpn_cls": 0.02169, "loss_rpn_bbox": 0.03028, "loss_cls": 0.16774, "acc": 93.97314, "loss_bbox": 0.20185, "loss_mask": 0.2108, "loss": 0.63237, "time": 0.67049} {"mode": "train", "epoch": 26, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.0204, "loss_rpn_cls": 0.02188, "loss_rpn_bbox": 0.02937, "loss_cls": 0.15954, "acc": 94.27466, "loss_bbox": 0.1911, "loss_mask": 0.21242, "loss": 0.61431, "time": 0.67329} {"mode": "train", "epoch": 26, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.01638, "loss_rpn_cls": 0.02372, "loss_rpn_bbox": 0.03109, "loss_cls": 0.16748, "acc": 93.90747, "loss_bbox": 0.20467, "loss_mask": 0.21582, "loss": 0.64279, "time": 0.67416} {"mode": "train", "epoch": 26, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.01871, "loss_rpn_cls": 0.02428, "loss_rpn_bbox": 0.03056, "loss_cls": 0.16819, "acc": 93.96484, "loss_bbox": 0.20287, "loss_mask": 0.21758, "loss": 0.64347, "time": 0.67343} {"mode": "train", "epoch": 26, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.01795, "loss_rpn_cls": 0.02561, "loss_rpn_bbox": 0.03246, "loss_cls": 0.17, "acc": 93.88477, "loss_bbox": 0.20384, "loss_mask": 0.22105, "loss": 0.65295, "time": 0.67642} {"mode": "train", "epoch": 26, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.01853, "loss_rpn_cls": 0.0258, "loss_rpn_bbox": 0.03148, "loss_cls": 0.16606, "acc": 94.1355, "loss_bbox": 0.19586, "loss_mask": 0.2093, "loss": 0.6285, "time": 0.67818} {"mode": "train", "epoch": 26, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.01686, "loss_rpn_cls": 0.02258, "loss_rpn_bbox": 0.02937, "loss_cls": 0.16193, "acc": 94.13208, "loss_bbox": 0.19601, "loss_mask": 0.21015, "loss": 0.62004, "time": 0.66912} {"mode": "train", "epoch": 26, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.01663, "loss_rpn_cls": 0.02322, "loss_rpn_bbox": 0.02785, "loss_cls": 0.15592, "acc": 94.39673, "loss_bbox": 0.1939, "loss_mask": 0.20956, "loss": 0.61043, "time": 0.66165} {"mode": "train", "epoch": 26, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.01838, "loss_rpn_cls": 0.02611, "loss_rpn_bbox": 0.03066, "loss_cls": 0.16514, "acc": 94.13452, "loss_bbox": 0.19995, "loss_mask": 0.21398, "loss": 0.63585, "time": 0.66196} {"mode": "train", "epoch": 26, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.01801, "loss_rpn_cls": 0.02281, "loss_rpn_bbox": 0.03046, "loss_cls": 0.16852, "acc": 94.05249, "loss_bbox": 0.1968, "loss_mask": 0.21279, "loss": 0.63138, "time": 0.67308} {"mode": "train", "epoch": 26, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.01893, "loss_rpn_cls": 0.0252, "loss_rpn_bbox": 0.03099, "loss_cls": 0.1704, "acc": 94.00952, "loss_bbox": 0.20198, "loss_mask": 0.21142, "loss": 0.63999, "time": 0.66924} {"mode": "train", "epoch": 26, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.01745, "loss_rpn_cls": 0.02097, "loss_rpn_bbox": 0.02976, "loss_cls": 0.16373, "acc": 94.01611, "loss_bbox": 0.20341, "loss_mask": 0.21145, "loss": 0.62932, "time": 0.65835} {"mode": "train", "epoch": 26, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.01615, "loss_rpn_cls": 0.02535, "loss_rpn_bbox": 0.0307, "loss_cls": 0.17302, "acc": 93.85767, "loss_bbox": 0.2024, "loss_mask": 0.2155, "loss": 0.64696, "time": 0.671} {"mode": "train", "epoch": 26, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.01866, "loss_rpn_cls": 0.02291, "loss_rpn_bbox": 0.03086, "loss_cls": 0.17496, "acc": 93.81616, "loss_bbox": 0.20276, "loss_mask": 0.20998, "loss": 0.64147, "time": 0.67133} {"mode": "train", "epoch": 26, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.01772, "loss_rpn_cls": 0.02418, "loss_rpn_bbox": 0.03129, "loss_cls": 0.17173, "acc": 93.87866, "loss_bbox": 0.20062, "loss_mask": 0.21019, "loss": 0.63801, "time": 0.67374} {"mode": "train", "epoch": 26, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.01668, "loss_rpn_cls": 0.02048, "loss_rpn_bbox": 0.02891, "loss_cls": 0.16106, "acc": 94.10083, "loss_bbox": 0.19773, "loss_mask": 0.20964, "loss": 0.61782, "time": 0.66275} {"mode": "train", "epoch": 26, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.01936, "loss_rpn_cls": 0.02266, "loss_rpn_bbox": 0.03316, "loss_cls": 0.17148, "acc": 93.79053, "loss_bbox": 0.20611, "loss_mask": 0.21719, "loss": 0.6506, "time": 0.67132} {"mode": "train", "epoch": 26, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.02081, "loss_rpn_cls": 0.02364, "loss_rpn_bbox": 0.0325, "loss_cls": 0.16857, "acc": 93.83887, "loss_bbox": 0.20623, "loss_mask": 0.21086, "loss": 0.64181, "time": 0.67509} {"mode": "train", "epoch": 26, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.01695, "loss_rpn_cls": 0.02303, "loss_rpn_bbox": 0.03147, "loss_cls": 0.17584, "acc": 93.81763, "loss_bbox": 0.20615, "loss_mask": 0.22051, "loss": 0.65699, "time": 0.6719} {"mode": "train", "epoch": 26, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.01584, "loss_rpn_cls": 0.02692, "loss_rpn_bbox": 0.0323, "loss_cls": 0.17341, "acc": 93.81812, "loss_bbox": 0.20504, "loss_mask": 0.21459, "loss": 0.65227, "time": 0.66882} {"mode": "train", "epoch": 26, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.01714, "loss_rpn_cls": 0.02328, "loss_rpn_bbox": 0.03031, "loss_cls": 0.17314, "acc": 93.83276, "loss_bbox": 0.20701, "loss_mask": 0.21944, "loss": 0.65317, "time": 0.67514} {"mode": "train", "epoch": 26, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.01734, "loss_rpn_cls": 0.02489, "loss_rpn_bbox": 0.03192, "loss_cls": 0.17554, "acc": 93.7168, "loss_bbox": 0.20882, "loss_mask": 0.2168, "loss": 0.65797, "time": 0.6613} {"mode": "train", "epoch": 26, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.02125, "loss_rpn_cls": 0.02251, "loss_rpn_bbox": 0.03074, "loss_cls": 0.17335, "acc": 93.79175, "loss_bbox": 0.20355, "loss_mask": 0.21149, "loss": 0.64163, "time": 0.67344} {"mode": "train", "epoch": 26, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.01712, "loss_rpn_cls": 0.02331, "loss_rpn_bbox": 0.03071, "loss_cls": 0.17024, "acc": 93.99292, "loss_bbox": 0.20051, "loss_mask": 0.21342, "loss": 0.63818, "time": 0.66228} {"mode": "train", "epoch": 26, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.0167, "loss_rpn_cls": 0.02648, "loss_rpn_bbox": 0.03307, "loss_cls": 0.17598, "acc": 93.72192, "loss_bbox": 0.21221, "loss_mask": 0.21725, "loss": 0.66498, "time": 0.67747} {"mode": "train", "epoch": 26, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.01854, "loss_rpn_cls": 0.02349, "loss_rpn_bbox": 0.03127, "loss_cls": 0.16405, "acc": 94.09546, "loss_bbox": 0.1981, "loss_mask": 0.20396, "loss": 0.62088, "time": 0.66749} {"mode": "train", "epoch": 26, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01804, "loss_rpn_cls": 0.02338, "loss_rpn_bbox": 0.03238, "loss_cls": 0.16901, "acc": 93.89038, "loss_bbox": 0.20285, "loss_mask": 0.21219, "loss": 0.63981, "time": 0.67474} {"mode": "train", "epoch": 26, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.0144, "loss_rpn_cls": 0.01968, "loss_rpn_bbox": 0.02794, "loss_cls": 0.16217, "acc": 94.11719, "loss_bbox": 0.19701, "loss_mask": 0.20767, "loss": 0.61447, "time": 0.66847} {"mode": "train", "epoch": 26, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.01744, "loss_rpn_cls": 0.02025, "loss_rpn_bbox": 0.02989, "loss_cls": 0.16528, "acc": 94.07153, "loss_bbox": 0.20074, "loss_mask": 0.22109, "loss": 0.63725, "time": 0.66779} {"mode": "train", "epoch": 26, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.01689, "loss_rpn_cls": 0.02176, "loss_rpn_bbox": 0.03064, "loss_cls": 0.16598, "acc": 94.05322, "loss_bbox": 0.19832, "loss_mask": 0.21278, "loss": 0.62948, "time": 0.67505} {"mode": "train", "epoch": 26, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.01707, "loss_rpn_cls": 0.02452, "loss_rpn_bbox": 0.03141, "loss_cls": 0.17036, "acc": 93.85767, "loss_bbox": 0.20281, "loss_mask": 0.21479, "loss": 0.64389, "time": 0.67475} {"mode": "train", "epoch": 26, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.01524, "loss_rpn_cls": 0.0243, "loss_rpn_bbox": 0.03085, "loss_cls": 0.16651, "acc": 94.17822, "loss_bbox": 0.19565, "loss_mask": 0.21554, "loss": 0.63284, "time": 0.67327} {"mode": "train", "epoch": 26, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.0161, "loss_rpn_cls": 0.02228, "loss_rpn_bbox": 0.02971, "loss_cls": 0.16545, "acc": 94.01953, "loss_bbox": 0.2015, "loss_mask": 0.21281, "loss": 0.63176, "time": 0.65537} {"mode": "train", "epoch": 26, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.01744, "loss_rpn_cls": 0.02318, "loss_rpn_bbox": 0.03087, "loss_cls": 0.16297, "acc": 94.09521, "loss_bbox": 0.20083, "loss_mask": 0.21279, "loss": 0.63064, "time": 0.67435} {"mode": "train", "epoch": 26, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.01722, "loss_rpn_cls": 0.02409, "loss_rpn_bbox": 0.03069, "loss_cls": 0.16264, "acc": 94.11206, "loss_bbox": 0.1978, "loss_mask": 0.20837, "loss": 0.62358, "time": 0.67598} {"mode": "train", "epoch": 26, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01643, "loss_rpn_cls": 0.0233, "loss_rpn_bbox": 0.03072, "loss_cls": 0.17064, "acc": 93.99561, "loss_bbox": 0.20102, "loss_mask": 0.21484, "loss": 0.64052, "time": 0.66839} {"mode": "train", "epoch": 26, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01732, "loss_rpn_cls": 0.02177, "loss_rpn_bbox": 0.02844, "loss_cls": 0.16685, "acc": 93.9231, "loss_bbox": 0.19789, "loss_mask": 0.2043, "loss": 0.61925, "time": 0.67183} {"mode": "train", "epoch": 26, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01812, "loss_rpn_cls": 0.02395, "loss_rpn_bbox": 0.0321, "loss_cls": 0.16927, "acc": 93.97729, "loss_bbox": 0.20348, "loss_mask": 0.22192, "loss": 0.65074, "time": 0.67216} {"mode": "train", "epoch": 26, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01621, "loss_rpn_cls": 0.02314, "loss_rpn_bbox": 0.03209, "loss_cls": 0.16768, "acc": 93.83936, "loss_bbox": 0.20535, "loss_mask": 0.21021, "loss": 0.63847, "time": 0.67622} {"mode": "train", "epoch": 26, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.01861, "loss_rpn_cls": 0.02382, "loss_rpn_bbox": 0.03134, "loss_cls": 0.16398, "acc": 94.15259, "loss_bbox": 0.19629, "loss_mask": 0.20834, "loss": 0.62377, "time": 0.67403} {"mode": "train", "epoch": 26, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.016, "loss_rpn_cls": 0.02263, "loss_rpn_bbox": 0.02999, "loss_cls": 0.16475, "acc": 94.07495, "loss_bbox": 0.19408, "loss_mask": 0.21388, "loss": 0.62533, "time": 0.67609} {"mode": "train", "epoch": 26, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01689, "loss_rpn_cls": 0.02277, "loss_rpn_bbox": 0.03118, "loss_cls": 0.1662, "acc": 94.09497, "loss_bbox": 0.19656, "loss_mask": 0.21051, "loss": 0.62722, "time": 0.66554} {"mode": "train", "epoch": 26, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.01684, "loss_rpn_cls": 0.02441, "loss_rpn_bbox": 0.03105, "loss_cls": 0.16643, "acc": 94.10059, "loss_bbox": 0.19812, "loss_mask": 0.21116, "loss": 0.63118, "time": 0.66393} {"mode": "train", "epoch": 26, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.02034, "loss_rpn_cls": 0.02278, "loss_rpn_bbox": 0.03217, "loss_cls": 0.17033, "acc": 93.8396, "loss_bbox": 0.20522, "loss_mask": 0.21694, "loss": 0.64744, "time": 0.66564} {"mode": "train", "epoch": 26, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.01867, "loss_rpn_cls": 0.02222, "loss_rpn_bbox": 0.03174, "loss_cls": 0.17412, "acc": 93.65308, "loss_bbox": 0.20818, "loss_mask": 0.21997, "loss": 0.65623, "time": 0.67727} {"mode": "train", "epoch": 26, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.01744, "loss_rpn_cls": 0.02468, "loss_rpn_bbox": 0.03107, "loss_cls": 0.16734, "acc": 93.9624, "loss_bbox": 0.1993, "loss_mask": 0.21216, "loss": 0.63456, "time": 0.67599} {"mode": "train", "epoch": 26, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01667, "loss_rpn_cls": 0.0256, "loss_rpn_bbox": 0.03158, "loss_cls": 0.17242, "acc": 93.7915, "loss_bbox": 0.20723, "loss_mask": 0.21894, "loss": 0.65577, "time": 0.67504} {"mode": "train", "epoch": 26, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.01767, "loss_rpn_cls": 0.02192, "loss_rpn_bbox": 0.02986, "loss_cls": 0.16468, "acc": 94.13257, "loss_bbox": 0.19536, "loss_mask": 0.21369, "loss": 0.6255, "time": 0.66135} {"mode": "train", "epoch": 26, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.01721, "loss_rpn_cls": 0.02243, "loss_rpn_bbox": 0.02834, "loss_cls": 0.16336, "acc": 94.21631, "loss_bbox": 0.19431, "loss_mask": 0.2091, "loss": 0.61754, "time": 0.67047} {"mode": "train", "epoch": 26, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.01637, "loss_rpn_cls": 0.02144, "loss_rpn_bbox": 0.02937, "loss_cls": 0.16399, "acc": 94.09546, "loss_bbox": 0.19045, "loss_mask": 0.20633, "loss": 0.61158, "time": 0.66734} {"mode": "train", "epoch": 26, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01842, "loss_rpn_cls": 0.02319, "loss_rpn_bbox": 0.03201, "loss_cls": 0.17483, "acc": 93.68481, "loss_bbox": 0.2071, "loss_mask": 0.21432, "loss": 0.65144, "time": 0.67273} {"mode": "train", "epoch": 26, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01767, "loss_rpn_cls": 0.02142, "loss_rpn_bbox": 0.02981, "loss_cls": 0.16546, "acc": 94.20264, "loss_bbox": 0.19807, "loss_mask": 0.21838, "loss": 0.63314, "time": 0.67529} {"mode": "train", "epoch": 26, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.01598, "loss_rpn_cls": 0.02171, "loss_rpn_bbox": 0.0295, "loss_cls": 0.16768, "acc": 93.8457, "loss_bbox": 0.20051, "loss_mask": 0.20937, "loss": 0.62877, "time": 0.67658} {"mode": "train", "epoch": 26, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.01887, "loss_rpn_cls": 0.0224, "loss_rpn_bbox": 0.03012, "loss_cls": 0.16469, "acc": 94.11377, "loss_bbox": 0.19909, "loss_mask": 0.21062, "loss": 0.62692, "time": 0.67068} {"mode": "train", "epoch": 26, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.01803, "loss_rpn_cls": 0.02573, "loss_rpn_bbox": 0.03027, "loss_cls": 0.16101, "acc": 94.31812, "loss_bbox": 0.19121, "loss_mask": 0.21167, "loss": 0.61989, "time": 0.66491} {"mode": "train", "epoch": 26, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01978, "loss_rpn_cls": 0.02575, "loss_rpn_bbox": 0.03442, "loss_cls": 0.17276, "acc": 93.8208, "loss_bbox": 0.20734, "loss_mask": 0.21303, "loss": 0.65331, "time": 0.66772} {"mode": "train", "epoch": 26, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.01709, "loss_rpn_cls": 0.02344, "loss_rpn_bbox": 0.02928, "loss_cls": 0.16514, "acc": 94.04736, "loss_bbox": 0.19758, "loss_mask": 0.212, "loss": 0.62744, "time": 0.67045} {"mode": "train", "epoch": 26, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01541, "loss_rpn_cls": 0.02457, "loss_rpn_bbox": 0.03196, "loss_cls": 0.14741, "acc": 94.75879, "loss_bbox": 0.17532, "loss_mask": 0.21462, "loss": 0.59389, "time": 0.67088} {"mode": "train", "epoch": 26, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.01878, "loss_rpn_cls": 0.02568, "loss_rpn_bbox": 0.03307, "loss_cls": 0.1698, "acc": 93.96069, "loss_bbox": 0.20436, "loss_mask": 0.21116, "loss": 0.64406, "time": 0.67064} {"mode": "train", "epoch": 26, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.01836, "loss_rpn_cls": 0.02249, "loss_rpn_bbox": 0.02724, "loss_cls": 0.16051, "acc": 94.2439, "loss_bbox": 0.19098, "loss_mask": 0.2021, "loss": 0.60332, "time": 0.67793} {"mode": "train", "epoch": 26, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.01807, "loss_rpn_cls": 0.02535, "loss_rpn_bbox": 0.03303, "loss_cls": 0.16628, "acc": 93.9707, "loss_bbox": 0.20025, "loss_mask": 0.20862, "loss": 0.63353, "time": 0.6787} {"mode": "train", "epoch": 26, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.01805, "loss_rpn_cls": 0.02433, "loss_rpn_bbox": 0.03186, "loss_cls": 0.16892, "acc": 93.94287, "loss_bbox": 0.20211, "loss_mask": 0.21286, "loss": 0.64008, "time": 0.66106} {"mode": "train", "epoch": 26, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.01886, "loss_rpn_cls": 0.02426, "loss_rpn_bbox": 0.03164, "loss_cls": 0.17798, "acc": 93.76416, "loss_bbox": 0.20588, "loss_mask": 0.21288, "loss": 0.65264, "time": 0.68124} {"mode": "train", "epoch": 26, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.01592, "loss_rpn_cls": 0.02377, "loss_rpn_bbox": 0.03241, "loss_cls": 0.17481, "acc": 93.67432, "loss_bbox": 0.21124, "loss_mask": 0.21884, "loss": 0.66107, "time": 0.68268} {"mode": "train", "epoch": 26, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.01969, "loss_rpn_cls": 0.02394, "loss_rpn_bbox": 0.02984, "loss_cls": 0.16084, "acc": 94.16846, "loss_bbox": 0.201, "loss_mask": 0.20744, "loss": 0.62306, "time": 0.68357} {"mode": "train", "epoch": 26, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.01764, "loss_rpn_cls": 0.02291, "loss_rpn_bbox": 0.03085, "loss_cls": 0.16884, "acc": 93.87964, "loss_bbox": 0.20554, "loss_mask": 0.21815, "loss": 0.64629, "time": 0.67708} {"mode": "train", "epoch": 26, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.01801, "loss_rpn_cls": 0.02435, "loss_rpn_bbox": 0.03035, "loss_cls": 0.15536, "acc": 94.41479, "loss_bbox": 0.19191, "loss_mask": 0.20928, "loss": 0.61124, "time": 0.66748} {"mode": "train", "epoch": 26, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.01696, "loss_rpn_cls": 0.02294, "loss_rpn_bbox": 0.0315, "loss_cls": 0.15278, "acc": 94.49805, "loss_bbox": 0.18687, "loss_mask": 0.20824, "loss": 0.60233, "time": 0.67561} {"mode": "train", "epoch": 26, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.02048, "loss_rpn_cls": 0.02344, "loss_rpn_bbox": 0.03098, "loss_cls": 0.1732, "acc": 93.77515, "loss_bbox": 0.20757, "loss_mask": 0.21469, "loss": 0.64988, "time": 0.67887} {"mode": "train", "epoch": 26, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.01744, "loss_rpn_cls": 0.02184, "loss_rpn_bbox": 0.03102, "loss_cls": 0.17605, "acc": 93.69629, "loss_bbox": 0.20723, "loss_mask": 0.21675, "loss": 0.65288, "time": 0.66454} {"mode": "train", "epoch": 26, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.01724, "loss_rpn_cls": 0.02428, "loss_rpn_bbox": 0.03246, "loss_cls": 0.17674, "acc": 93.73804, "loss_bbox": 0.20673, "loss_mask": 0.21088, "loss": 0.65109, "time": 0.67697} {"mode": "train", "epoch": 26, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.01918, "loss_rpn_cls": 0.02237, "loss_rpn_bbox": 0.02977, "loss_cls": 0.16295, "acc": 94.21899, "loss_bbox": 0.19562, "loss_mask": 0.21613, "loss": 0.62683, "time": 0.66773} {"mode": "train", "epoch": 26, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.01887, "loss_rpn_cls": 0.02077, "loss_rpn_bbox": 0.0293, "loss_cls": 0.16507, "acc": 94.13086, "loss_bbox": 0.19649, "loss_mask": 0.21468, "loss": 0.62631, "time": 0.6644} {"mode": "train", "epoch": 26, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.01779, "loss_rpn_cls": 0.01992, "loss_rpn_bbox": 0.03133, "loss_cls": 0.16787, "acc": 93.92358, "loss_bbox": 0.20118, "loss_mask": 0.21517, "loss": 0.63547, "time": 0.66935} {"mode": "train", "epoch": 26, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.01622, "loss_rpn_cls": 0.02317, "loss_rpn_bbox": 0.03104, "loss_cls": 0.17184, "acc": 93.78076, "loss_bbox": 0.20099, "loss_mask": 0.21242, "loss": 0.63946, "time": 0.66951} {"mode": "train", "epoch": 26, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.01674, "loss_rpn_cls": 0.02584, "loss_rpn_bbox": 0.03018, "loss_cls": 0.16878, "acc": 93.927, "loss_bbox": 0.20227, "loss_mask": 0.21347, "loss": 0.64053, "time": 0.65717} {"mode": "train", "epoch": 26, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.01895, "loss_rpn_cls": 0.02315, "loss_rpn_bbox": 0.03276, "loss_cls": 0.17204, "acc": 93.88501, "loss_bbox": 0.20604, "loss_mask": 0.21966, "loss": 0.65366, "time": 0.67855} {"mode": "train", "epoch": 26, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.01736, "loss_rpn_cls": 0.02248, "loss_rpn_bbox": 0.02965, "loss_cls": 0.16618, "acc": 94.0376, "loss_bbox": 0.19893, "loss_mask": 0.21798, "loss": 0.63521, "time": 0.67294} {"mode": "train", "epoch": 26, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.01793, "loss_rpn_cls": 0.02606, "loss_rpn_bbox": 0.03333, "loss_cls": 0.18181, "acc": 93.50464, "loss_bbox": 0.21046, "loss_mask": 0.21865, "loss": 0.67031, "time": 0.67774} {"mode": "train", "epoch": 26, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.01623, "loss_rpn_cls": 0.02049, "loss_rpn_bbox": 0.02967, "loss_cls": 0.17356, "acc": 93.86475, "loss_bbox": 0.20279, "loss_mask": 0.21113, "loss": 0.63763, "time": 0.66302} {"mode": "train", "epoch": 26, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.01913, "loss_rpn_cls": 0.02549, "loss_rpn_bbox": 0.0328, "loss_cls": 0.18241, "acc": 93.58154, "loss_bbox": 0.21445, "loss_mask": 0.21763, "loss": 0.67278, "time": 0.66449} {"mode": "train", "epoch": 26, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.01761, "loss_rpn_cls": 0.02505, "loss_rpn_bbox": 0.03119, "loss_cls": 0.16945, "acc": 94.00635, "loss_bbox": 0.20278, "loss_mask": 0.21476, "loss": 0.64323, "time": 0.66887} {"mode": "train", "epoch": 26, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01794, "loss_rpn_cls": 0.02274, "loss_rpn_bbox": 0.03267, "loss_cls": 0.1764, "acc": 93.625, "loss_bbox": 0.212, "loss_mask": 0.21389, "loss": 0.65771, "time": 0.67626} {"mode": "train", "epoch": 26, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.01649, "loss_rpn_cls": 0.02602, "loss_rpn_bbox": 0.03147, "loss_cls": 0.16816, "acc": 93.93872, "loss_bbox": 0.20703, "loss_mask": 0.22056, "loss": 0.65325, "time": 0.67395} {"mode": "train", "epoch": 26, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.01913, "loss_rpn_cls": 0.02407, "loss_rpn_bbox": 0.03224, "loss_cls": 0.17029, "acc": 93.87476, "loss_bbox": 0.20374, "loss_mask": 0.21653, "loss": 0.64687, "time": 0.65711} {"mode": "train", "epoch": 26, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.01803, "loss_rpn_cls": 0.02417, "loss_rpn_bbox": 0.03035, "loss_cls": 0.17003, "acc": 93.88818, "loss_bbox": 0.20504, "loss_mask": 0.21237, "loss": 0.64197, "time": 0.66846} {"mode": "train", "epoch": 26, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.0156, "loss_rpn_cls": 0.02267, "loss_rpn_bbox": 0.03151, "loss_cls": 0.16601, "acc": 93.8938, "loss_bbox": 0.19714, "loss_mask": 0.21231, "loss": 0.62965, "time": 0.66843} {"mode": "train", "epoch": 26, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.01803, "loss_rpn_cls": 0.02494, "loss_rpn_bbox": 0.03165, "loss_cls": 0.17305, "acc": 93.76367, "loss_bbox": 0.20655, "loss_mask": 0.21417, "loss": 0.65035, "time": 0.67186} {"mode": "train", "epoch": 26, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.01519, "loss_rpn_cls": 0.02226, "loss_rpn_bbox": 0.03081, "loss_cls": 0.1626, "acc": 94.10303, "loss_bbox": 0.1965, "loss_mask": 0.21388, "loss": 0.62605, "time": 0.67057} {"mode": "train", "epoch": 26, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01885, "loss_rpn_cls": 0.02588, "loss_rpn_bbox": 0.03339, "loss_cls": 0.16412, "acc": 93.99927, "loss_bbox": 0.20125, "loss_mask": 0.21991, "loss": 0.64456, "time": 0.67213} {"mode": "train", "epoch": 26, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.01783, "loss_rpn_cls": 0.02357, "loss_rpn_bbox": 0.03308, "loss_cls": 0.17183, "acc": 93.87476, "loss_bbox": 0.20739, "loss_mask": 0.2207, "loss": 0.65657, "time": 0.66977} {"mode": "train", "epoch": 26, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.01955, "loss_rpn_cls": 0.02418, "loss_rpn_bbox": 0.03142, "loss_cls": 0.1733, "acc": 93.76025, "loss_bbox": 0.20679, "loss_mask": 0.21378, "loss": 0.64947, "time": 0.67609} {"mode": "train", "epoch": 26, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.017, "loss_rpn_cls": 0.02493, "loss_rpn_bbox": 0.03198, "loss_cls": 0.17294, "acc": 93.8418, "loss_bbox": 0.20157, "loss_mask": 0.21761, "loss": 0.64903, "time": 0.67646} {"mode": "train", "epoch": 26, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.01731, "loss_rpn_cls": 0.0234, "loss_rpn_bbox": 0.03164, "loss_cls": 0.16497, "acc": 94.02783, "loss_bbox": 0.20003, "loss_mask": 0.21014, "loss": 0.63018, "time": 0.66886} {"mode": "train", "epoch": 26, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.01532, "loss_rpn_cls": 0.02192, "loss_rpn_bbox": 0.03025, "loss_cls": 0.16653, "acc": 94.03271, "loss_bbox": 0.19679, "loss_mask": 0.20908, "loss": 0.62458, "time": 0.68386} {"mode": "train", "epoch": 26, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.01727, "loss_rpn_cls": 0.02343, "loss_rpn_bbox": 0.03116, "loss_cls": 0.1685, "acc": 93.94116, "loss_bbox": 0.20336, "loss_mask": 0.21411, "loss": 0.64055, "time": 0.66329} {"mode": "train", "epoch": 26, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01802, "loss_rpn_cls": 0.02338, "loss_rpn_bbox": 0.03083, "loss_cls": 0.16701, "acc": 93.98413, "loss_bbox": 0.20262, "loss_mask": 0.21112, "loss": 0.63495, "time": 0.66685} {"mode": "train", "epoch": 26, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.0164, "loss_rpn_cls": 0.02454, "loss_rpn_bbox": 0.03125, "loss_cls": 0.17329, "acc": 93.75684, "loss_bbox": 0.20578, "loss_mask": 0.21628, "loss": 0.65114, "time": 0.66688} {"mode": "train", "epoch": 26, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.01739, "loss_rpn_cls": 0.02304, "loss_rpn_bbox": 0.03118, "loss_cls": 0.16543, "acc": 93.94434, "loss_bbox": 0.2005, "loss_mask": 0.21152, "loss": 0.63167, "time": 0.67055} {"mode": "train", "epoch": 26, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.02082, "loss_rpn_cls": 0.02394, "loss_rpn_bbox": 0.03324, "loss_cls": 0.16822, "acc": 93.74414, "loss_bbox": 0.20666, "loss_mask": 0.21348, "loss": 0.64554, "time": 0.68029} {"mode": "train", "epoch": 26, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.01841, "loss_rpn_cls": 0.02395, "loss_rpn_bbox": 0.03307, "loss_cls": 0.16119, "acc": 94.03906, "loss_bbox": 0.2012, "loss_mask": 0.21251, "loss": 0.63192, "time": 0.67573} {"mode": "train", "epoch": 26, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.01684, "loss_rpn_cls": 0.02338, "loss_rpn_bbox": 0.03058, "loss_cls": 0.15907, "acc": 94.18555, "loss_bbox": 0.19899, "loss_mask": 0.21178, "loss": 0.62379, "time": 0.68423} {"mode": "train", "epoch": 26, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.01692, "loss_rpn_cls": 0.02416, "loss_rpn_bbox": 0.03056, "loss_cls": 0.17078, "acc": 93.91724, "loss_bbox": 0.20281, "loss_mask": 0.20811, "loss": 0.63642, "time": 0.66481} {"mode": "train", "epoch": 26, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.01751, "loss_rpn_cls": 0.02334, "loss_rpn_bbox": 0.03036, "loss_cls": 0.16492, "acc": 94.01685, "loss_bbox": 0.19932, "loss_mask": 0.21978, "loss": 0.63772, "time": 0.67468} {"mode": "train", "epoch": 26, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.0171, "loss_rpn_cls": 0.02263, "loss_rpn_bbox": 0.03085, "loss_cls": 0.16462, "acc": 94.09106, "loss_bbox": 0.20019, "loss_mask": 0.21262, "loss": 0.63091, "time": 0.67971} {"mode": "train", "epoch": 26, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01837, "loss_rpn_cls": 0.02432, "loss_rpn_bbox": 0.03135, "loss_cls": 0.16719, "acc": 93.99756, "loss_bbox": 0.20029, "loss_mask": 0.21227, "loss": 0.63541, "time": 0.66486} {"mode": "train", "epoch": 26, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01573, "loss_rpn_cls": 0.02104, "loss_rpn_bbox": 0.03085, "loss_cls": 0.16668, "acc": 93.97998, "loss_bbox": 0.2035, "loss_mask": 0.21331, "loss": 0.63538, "time": 0.67314} {"mode": "val", "epoch": 26, "iter": 625, "lr": 0.0, "bbox_mAP": 0.5136, "bbox_mAP_50": 0.7323, "bbox_mAP_75": 0.5676, "bbox_mAP_s": 0.355, "bbox_mAP_m": 0.5536, "bbox_mAP_l": 0.6469, "bbox_mAP_copypaste": "0.5136 0.7323 0.5676 0.3550 0.5536 0.6469", "segm_mAP": 0.4549, "segm_mAP_50": 0.704, "segm_mAP_75": 0.4938, "segm_mAP_s": 0.2599, "segm_mAP_m": 0.4942, "segm_mAP_l": 0.6398, "segm_mAP_copypaste": "0.4549 0.7040 0.4938 0.2599 0.4942 0.6398"} {"mode": "train", "epoch": 27, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.71115, "loss_rpn_cls": 0.02234, "loss_rpn_bbox": 0.03167, "loss_cls": 0.15818, "acc": 94.24194, "loss_bbox": 0.1938, "loss_mask": 0.20268, "loss": 0.60866, "time": 1.37685} {"mode": "train", "epoch": 27, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.0161, "loss_rpn_cls": 0.02347, "loss_rpn_bbox": 0.03031, "loss_cls": 0.17373, "acc": 93.86938, "loss_bbox": 0.20317, "loss_mask": 0.21037, "loss": 0.64106, "time": 0.67352} {"mode": "train", "epoch": 27, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.01822, "loss_rpn_cls": 0.02248, "loss_rpn_bbox": 0.02873, "loss_cls": 0.16119, "acc": 94.17139, "loss_bbox": 0.19935, "loss_mask": 0.21433, "loss": 0.62608, "time": 0.67235} {"mode": "train", "epoch": 27, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.01773, "loss_rpn_cls": 0.02416, "loss_rpn_bbox": 0.03275, "loss_cls": 0.16954, "acc": 93.97168, "loss_bbox": 0.20409, "loss_mask": 0.21177, "loss": 0.64231, "time": 0.67127} {"mode": "train", "epoch": 27, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.01728, "loss_rpn_cls": 0.02263, "loss_rpn_bbox": 0.03167, "loss_cls": 0.16938, "acc": 93.9646, "loss_bbox": 0.20054, "loss_mask": 0.21183, "loss": 0.63605, "time": 0.68041} {"mode": "train", "epoch": 27, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.01792, "loss_rpn_cls": 0.02214, "loss_rpn_bbox": 0.03102, "loss_cls": 0.1594, "acc": 94.10352, "loss_bbox": 0.19651, "loss_mask": 0.20763, "loss": 0.61671, "time": 0.67064} {"mode": "train", "epoch": 27, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.02183, "loss_rpn_cls": 0.02483, "loss_rpn_bbox": 0.03154, "loss_cls": 0.172, "acc": 93.75366, "loss_bbox": 0.21117, "loss_mask": 0.21558, "loss": 0.65512, "time": 0.68437} {"mode": "train", "epoch": 27, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.01772, "loss_rpn_cls": 0.02379, "loss_rpn_bbox": 0.03238, "loss_cls": 0.15681, "acc": 94.28247, "loss_bbox": 0.19254, "loss_mask": 0.2053, "loss": 0.61082, "time": 0.67507} {"mode": "train", "epoch": 27, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.01691, "loss_rpn_cls": 0.0229, "loss_rpn_bbox": 0.03174, "loss_cls": 0.16809, "acc": 93.91211, "loss_bbox": 0.19926, "loss_mask": 0.20361, "loss": 0.6256, "time": 0.66867} {"mode": "train", "epoch": 27, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.0197, "loss_rpn_cls": 0.02014, "loss_rpn_bbox": 0.03086, "loss_cls": 0.1625, "acc": 94.10791, "loss_bbox": 0.20377, "loss_mask": 0.21431, "loss": 0.63158, "time": 0.6703} {"mode": "train", "epoch": 27, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01525, "loss_rpn_cls": 0.0222, "loss_rpn_bbox": 0.02912, "loss_cls": 0.1599, "acc": 94.26904, "loss_bbox": 0.19623, "loss_mask": 0.21177, "loss": 0.61921, "time": 0.67025} {"mode": "train", "epoch": 27, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.01866, "loss_rpn_cls": 0.02322, "loss_rpn_bbox": 0.03073, "loss_cls": 0.17425, "acc": 93.84473, "loss_bbox": 0.20239, "loss_mask": 0.21588, "loss": 0.64646, "time": 0.68173} {"mode": "train", "epoch": 27, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.01864, "loss_rpn_cls": 0.02323, "loss_rpn_bbox": 0.03353, "loss_cls": 0.17296, "acc": 93.77563, "loss_bbox": 0.20558, "loss_mask": 0.21052, "loss": 0.64583, "time": 0.67127} {"mode": "train", "epoch": 27, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.01598, "loss_rpn_cls": 0.02287, "loss_rpn_bbox": 0.03106, "loss_cls": 0.16513, "acc": 93.99121, "loss_bbox": 0.20134, "loss_mask": 0.22097, "loss": 0.64138, "time": 0.68117} {"mode": "train", "epoch": 27, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.01639, "loss_rpn_cls": 0.02169, "loss_rpn_bbox": 0.03005, "loss_cls": 0.16191, "acc": 94.2583, "loss_bbox": 0.19475, "loss_mask": 0.20714, "loss": 0.61554, "time": 0.67412} {"mode": "train", "epoch": 27, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.01747, "loss_rpn_cls": 0.02191, "loss_rpn_bbox": 0.02921, "loss_cls": 0.16244, "acc": 94.0979, "loss_bbox": 0.19596, "loss_mask": 0.2079, "loss": 0.61741, "time": 0.6804} {"mode": "train", "epoch": 27, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.01616, "loss_rpn_cls": 0.02277, "loss_rpn_bbox": 0.02951, "loss_cls": 0.16083, "acc": 94.20142, "loss_bbox": 0.19493, "loss_mask": 0.20487, "loss": 0.61292, "time": 0.66814} {"mode": "train", "epoch": 27, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.01679, "loss_rpn_cls": 0.02267, "loss_rpn_bbox": 0.03067, "loss_cls": 0.16921, "acc": 94.03833, "loss_bbox": 0.20546, "loss_mask": 0.20973, "loss": 0.63774, "time": 0.66588} {"mode": "train", "epoch": 27, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.01573, "loss_rpn_cls": 0.0237, "loss_rpn_bbox": 0.02945, "loss_cls": 0.15656, "acc": 94.30981, "loss_bbox": 0.1913, "loss_mask": 0.208, "loss": 0.60902, "time": 0.65627} {"mode": "train", "epoch": 27, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.01826, "loss_rpn_cls": 0.0213, "loss_rpn_bbox": 0.03139, "loss_cls": 0.16297, "acc": 94.10864, "loss_bbox": 0.2037, "loss_mask": 0.21264, "loss": 0.632, "time": 0.67276} {"mode": "train", "epoch": 27, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01826, "loss_rpn_cls": 0.02282, "loss_rpn_bbox": 0.03131, "loss_cls": 0.16937, "acc": 93.92114, "loss_bbox": 0.2059, "loss_mask": 0.21091, "loss": 0.6403, "time": 0.67416} {"mode": "train", "epoch": 27, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.01707, "loss_rpn_cls": 0.0264, "loss_rpn_bbox": 0.0324, "loss_cls": 0.18094, "acc": 93.66113, "loss_bbox": 0.20711, "loss_mask": 0.21347, "loss": 0.66031, "time": 0.66884} {"mode": "train", "epoch": 27, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.0156, "loss_rpn_cls": 0.02146, "loss_rpn_bbox": 0.0297, "loss_cls": 0.15894, "acc": 94.22363, "loss_bbox": 0.19568, "loss_mask": 0.21485, "loss": 0.62064, "time": 0.67822} {"mode": "train", "epoch": 27, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.01977, "loss_rpn_cls": 0.02434, "loss_rpn_bbox": 0.03171, "loss_cls": 0.17172, "acc": 93.9375, "loss_bbox": 0.20446, "loss_mask": 0.21486, "loss": 0.6471, "time": 0.66698} {"mode": "train", "epoch": 27, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.01722, "loss_rpn_cls": 0.02134, "loss_rpn_bbox": 0.0287, "loss_cls": 0.14377, "acc": 94.7771, "loss_bbox": 0.1845, "loss_mask": 0.20737, "loss": 0.58568, "time": 0.67189} {"mode": "train", "epoch": 27, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.01624, "loss_rpn_cls": 0.02084, "loss_rpn_bbox": 0.0286, "loss_cls": 0.1582, "acc": 94.37964, "loss_bbox": 0.19264, "loss_mask": 0.21085, "loss": 0.61113, "time": 0.66345} {"mode": "train", "epoch": 27, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01522, "loss_rpn_cls": 0.02131, "loss_rpn_bbox": 0.02949, "loss_cls": 0.16069, "acc": 94.27832, "loss_bbox": 0.19091, "loss_mask": 0.21677, "loss": 0.61917, "time": 0.6581} {"mode": "train", "epoch": 27, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01751, "loss_rpn_cls": 0.0227, "loss_rpn_bbox": 0.03026, "loss_cls": 0.16709, "acc": 94.03101, "loss_bbox": 0.1953, "loss_mask": 0.21339, "loss": 0.62873, "time": 0.67714} {"mode": "train", "epoch": 27, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.01744, "loss_rpn_cls": 0.02197, "loss_rpn_bbox": 0.02838, "loss_cls": 0.15795, "acc": 94.27808, "loss_bbox": 0.19131, "loss_mask": 0.20997, "loss": 0.60958, "time": 0.67095} {"mode": "train", "epoch": 27, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.01819, "loss_rpn_cls": 0.0232, "loss_rpn_bbox": 0.03239, "loss_cls": 0.17316, "acc": 93.72363, "loss_bbox": 0.20885, "loss_mask": 0.21072, "loss": 0.64831, "time": 0.66994} {"mode": "train", "epoch": 27, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.01639, "loss_rpn_cls": 0.02222, "loss_rpn_bbox": 0.02976, "loss_cls": 0.15921, "acc": 94.25952, "loss_bbox": 0.18989, "loss_mask": 0.20331, "loss": 0.60439, "time": 0.66564} {"mode": "train", "epoch": 27, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.01924, "loss_rpn_cls": 0.02539, "loss_rpn_bbox": 0.03223, "loss_cls": 0.1683, "acc": 94.03735, "loss_bbox": 0.19981, "loss_mask": 0.21012, "loss": 0.63585, "time": 0.66224} {"mode": "train", "epoch": 27, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.01801, "loss_rpn_cls": 0.02407, "loss_rpn_bbox": 0.03106, "loss_cls": 0.16771, "acc": 93.99634, "loss_bbox": 0.19704, "loss_mask": 0.20915, "loss": 0.62902, "time": 0.67} {"mode": "train", "epoch": 27, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.01767, "loss_rpn_cls": 0.02346, "loss_rpn_bbox": 0.03187, "loss_cls": 0.16838, "acc": 93.85669, "loss_bbox": 0.20336, "loss_mask": 0.20903, "loss": 0.6361, "time": 0.66863} {"mode": "train", "epoch": 27, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.02026, "loss_rpn_cls": 0.02322, "loss_rpn_bbox": 0.03256, "loss_cls": 0.17068, "acc": 93.87329, "loss_bbox": 0.20407, "loss_mask": 0.21023, "loss": 0.64076, "time": 0.6743} {"mode": "train", "epoch": 27, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.01847, "loss_rpn_cls": 0.02376, "loss_rpn_bbox": 0.03079, "loss_cls": 0.16383, "acc": 94.16919, "loss_bbox": 0.19691, "loss_mask": 0.20935, "loss": 0.62465, "time": 0.67725} {"mode": "train", "epoch": 27, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.01673, "loss_rpn_cls": 0.0255, "loss_rpn_bbox": 0.03194, "loss_cls": 0.16746, "acc": 93.90576, "loss_bbox": 0.20063, "loss_mask": 0.21129, "loss": 0.63682, "time": 0.66134} {"mode": "train", "epoch": 27, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.01736, "loss_rpn_cls": 0.02509, "loss_rpn_bbox": 0.03234, "loss_cls": 0.17516, "acc": 93.68237, "loss_bbox": 0.20859, "loss_mask": 0.21299, "loss": 0.65417, "time": 0.68452} {"mode": "train", "epoch": 27, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.01759, "loss_rpn_cls": 0.02197, "loss_rpn_bbox": 0.03069, "loss_cls": 0.16356, "acc": 93.97437, "loss_bbox": 0.20379, "loss_mask": 0.212, "loss": 0.63201, "time": 0.67086} {"mode": "train", "epoch": 27, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.01975, "loss_rpn_cls": 0.02342, "loss_rpn_bbox": 0.03391, "loss_cls": 0.16944, "acc": 93.74365, "loss_bbox": 0.20954, "loss_mask": 0.2098, "loss": 0.64611, "time": 0.67152} {"mode": "train", "epoch": 27, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.01578, "loss_rpn_cls": 0.02086, "loss_rpn_bbox": 0.02886, "loss_cls": 0.15308, "acc": 94.43579, "loss_bbox": 0.18888, "loss_mask": 0.20491, "loss": 0.59659, "time": 0.6676} {"mode": "train", "epoch": 27, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.01754, "loss_rpn_cls": 0.02156, "loss_rpn_bbox": 0.03039, "loss_cls": 0.16749, "acc": 93.97559, "loss_bbox": 0.20545, "loss_mask": 0.21444, "loss": 0.63932, "time": 0.66924} {"mode": "train", "epoch": 27, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.01686, "loss_rpn_cls": 0.02647, "loss_rpn_bbox": 0.03347, "loss_cls": 0.17996, "acc": 93.42944, "loss_bbox": 0.21759, "loss_mask": 0.22212, "loss": 0.67961, "time": 0.68776} {"mode": "train", "epoch": 27, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.01777, "loss_rpn_cls": 0.02303, "loss_rpn_bbox": 0.03133, "loss_cls": 0.14587, "acc": 94.69678, "loss_bbox": 0.1804, "loss_mask": 0.20981, "loss": 0.59043, "time": 0.6706} {"mode": "train", "epoch": 27, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.01809, "loss_rpn_cls": 0.02521, "loss_rpn_bbox": 0.03269, "loss_cls": 0.15924, "acc": 94.21436, "loss_bbox": 0.19811, "loss_mask": 0.20929, "loss": 0.62453, "time": 0.68409} {"mode": "train", "epoch": 27, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.01678, "loss_rpn_cls": 0.02297, "loss_rpn_bbox": 0.02997, "loss_cls": 0.1627, "acc": 94.25854, "loss_bbox": 0.19368, "loss_mask": 0.20832, "loss": 0.61764, "time": 0.66369} {"mode": "train", "epoch": 27, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.01592, "loss_rpn_cls": 0.02115, "loss_rpn_bbox": 0.03152, "loss_cls": 0.15901, "acc": 94.20532, "loss_bbox": 0.19494, "loss_mask": 0.20899, "loss": 0.6156, "time": 0.67303} {"mode": "train", "epoch": 27, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.01592, "loss_rpn_cls": 0.02236, "loss_rpn_bbox": 0.02848, "loss_cls": 0.16556, "acc": 94.07422, "loss_bbox": 0.19851, "loss_mask": 0.21188, "loss": 0.62679, "time": 0.66655} {"mode": "train", "epoch": 27, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.01707, "loss_rpn_cls": 0.01971, "loss_rpn_bbox": 0.02696, "loss_cls": 0.15999, "acc": 94.20874, "loss_bbox": 0.19002, "loss_mask": 0.20572, "loss": 0.60239, "time": 0.6781} {"mode": "train", "epoch": 27, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.01476, "loss_rpn_cls": 0.02328, "loss_rpn_bbox": 0.03139, "loss_cls": 0.16929, "acc": 93.90771, "loss_bbox": 0.20856, "loss_mask": 0.21627, "loss": 0.64879, "time": 0.66484} {"mode": "train", "epoch": 27, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.014, "loss_rpn_cls": 0.0247, "loss_rpn_bbox": 0.02892, "loss_cls": 0.1598, "acc": 94.2373, "loss_bbox": 0.19073, "loss_mask": 0.21076, "loss": 0.61491, "time": 0.66262} {"mode": "train", "epoch": 27, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.01924, "loss_rpn_cls": 0.02281, "loss_rpn_bbox": 0.03042, "loss_cls": 0.16075, "acc": 94.20557, "loss_bbox": 0.19417, "loss_mask": 0.21109, "loss": 0.61923, "time": 0.67716} {"mode": "train", "epoch": 27, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.01815, "loss_rpn_cls": 0.02467, "loss_rpn_bbox": 0.03233, "loss_cls": 0.17746, "acc": 93.69287, "loss_bbox": 0.20453, "loss_mask": 0.21508, "loss": 0.65406, "time": 0.6742} {"mode": "train", "epoch": 27, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.01903, "loss_rpn_cls": 0.02327, "loss_rpn_bbox": 0.03097, "loss_cls": 0.16823, "acc": 93.95508, "loss_bbox": 0.20216, "loss_mask": 0.21356, "loss": 0.63818, "time": 0.67611} {"mode": "train", "epoch": 27, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.01866, "loss_rpn_cls": 0.02287, "loss_rpn_bbox": 0.03079, "loss_cls": 0.16306, "acc": 94.1311, "loss_bbox": 0.19786, "loss_mask": 0.21207, "loss": 0.62665, "time": 0.66636} {"mode": "train", "epoch": 27, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.01762, "loss_rpn_cls": 0.02292, "loss_rpn_bbox": 0.03099, "loss_cls": 0.16775, "acc": 93.98804, "loss_bbox": 0.19704, "loss_mask": 0.20677, "loss": 0.62547, "time": 0.67452} {"mode": "train", "epoch": 27, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.01773, "loss_rpn_cls": 0.02549, "loss_rpn_bbox": 0.03209, "loss_cls": 0.16925, "acc": 93.9458, "loss_bbox": 0.20262, "loss_mask": 0.21614, "loss": 0.6456, "time": 0.67787} {"mode": "train", "epoch": 27, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.01618, "loss_rpn_cls": 0.02403, "loss_rpn_bbox": 0.03111, "loss_cls": 0.16349, "acc": 93.95898, "loss_bbox": 0.19945, "loss_mask": 0.20894, "loss": 0.62701, "time": 0.67053} {"mode": "train", "epoch": 27, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.01981, "loss_rpn_cls": 0.02397, "loss_rpn_bbox": 0.03346, "loss_cls": 0.17398, "acc": 93.75806, "loss_bbox": 0.20961, "loss_mask": 0.21694, "loss": 0.65796, "time": 0.66948} {"mode": "train", "epoch": 27, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.0185, "loss_rpn_cls": 0.02456, "loss_rpn_bbox": 0.031, "loss_cls": 0.17475, "acc": 93.71533, "loss_bbox": 0.20544, "loss_mask": 0.21499, "loss": 0.65073, "time": 0.66632} {"mode": "train", "epoch": 27, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.01763, "loss_rpn_cls": 0.0239, "loss_rpn_bbox": 0.03133, "loss_cls": 0.17184, "acc": 93.7522, "loss_bbox": 0.2119, "loss_mask": 0.21352, "loss": 0.65248, "time": 0.68241} {"mode": "train", "epoch": 27, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.01885, "loss_rpn_cls": 0.0221, "loss_rpn_bbox": 0.03183, "loss_cls": 0.16627, "acc": 94.08447, "loss_bbox": 0.20096, "loss_mask": 0.21089, "loss": 0.63205, "time": 0.66036} {"mode": "train", "epoch": 27, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.01723, "loss_rpn_cls": 0.02227, "loss_rpn_bbox": 0.02947, "loss_cls": 0.16753, "acc": 93.96558, "loss_bbox": 0.20016, "loss_mask": 0.21188, "loss": 0.6313, "time": 0.66673} {"mode": "train", "epoch": 27, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01661, "loss_rpn_cls": 0.02546, "loss_rpn_bbox": 0.03097, "loss_cls": 0.16728, "acc": 94.04272, "loss_bbox": 0.2022, "loss_mask": 0.20942, "loss": 0.63533, "time": 0.66909} {"mode": "train", "epoch": 27, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.01621, "loss_rpn_cls": 0.02093, "loss_rpn_bbox": 0.03068, "loss_cls": 0.16406, "acc": 94.10132, "loss_bbox": 0.1967, "loss_mask": 0.21046, "loss": 0.62283, "time": 0.66536} {"mode": "train", "epoch": 27, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01573, "loss_rpn_cls": 0.02337, "loss_rpn_bbox": 0.03038, "loss_cls": 0.16508, "acc": 94.12036, "loss_bbox": 0.20012, "loss_mask": 0.20974, "loss": 0.62869, "time": 0.662} {"mode": "train", "epoch": 27, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.01849, "loss_rpn_cls": 0.02119, "loss_rpn_bbox": 0.03017, "loss_cls": 0.16063, "acc": 94.17969, "loss_bbox": 0.19594, "loss_mask": 0.21468, "loss": 0.62261, "time": 0.6697} {"mode": "train", "epoch": 27, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.01772, "loss_rpn_cls": 0.02174, "loss_rpn_bbox": 0.03047, "loss_cls": 0.15696, "acc": 94.20996, "loss_bbox": 0.19673, "loss_mask": 0.21015, "loss": 0.61605, "time": 0.66647} {"mode": "train", "epoch": 27, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.02046, "loss_rpn_cls": 0.0218, "loss_rpn_bbox": 0.031, "loss_cls": 0.16525, "acc": 94.12622, "loss_bbox": 0.19754, "loss_mask": 0.20615, "loss": 0.62174, "time": 0.6778} {"mode": "train", "epoch": 27, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.0171, "loss_rpn_cls": 0.02376, "loss_rpn_bbox": 0.03249, "loss_cls": 0.16934, "acc": 93.86719, "loss_bbox": 0.20675, "loss_mask": 0.21637, "loss": 0.6487, "time": 0.66786} {"mode": "train", "epoch": 27, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.01637, "loss_rpn_cls": 0.02257, "loss_rpn_bbox": 0.02874, "loss_cls": 0.16213, "acc": 94.2124, "loss_bbox": 0.19272, "loss_mask": 0.21069, "loss": 0.61685, "time": 0.67732} {"mode": "train", "epoch": 27, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.01916, "loss_rpn_cls": 0.02497, "loss_rpn_bbox": 0.03261, "loss_cls": 0.1712, "acc": 93.76221, "loss_bbox": 0.20678, "loss_mask": 0.21847, "loss": 0.65403, "time": 0.6779} {"mode": "train", "epoch": 27, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.01956, "loss_rpn_cls": 0.02244, "loss_rpn_bbox": 0.03121, "loss_cls": 0.16503, "acc": 93.94312, "loss_bbox": 0.20372, "loss_mask": 0.21381, "loss": 0.63621, "time": 0.66654} {"mode": "train", "epoch": 27, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.01794, "loss_rpn_cls": 0.02379, "loss_rpn_bbox": 0.03086, "loss_cls": 0.17022, "acc": 93.94482, "loss_bbox": 0.20243, "loss_mask": 0.21195, "loss": 0.63927, "time": 0.67203} {"mode": "train", "epoch": 27, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01833, "loss_rpn_cls": 0.02456, "loss_rpn_bbox": 0.03122, "loss_cls": 0.16734, "acc": 94.00879, "loss_bbox": 0.20533, "loss_mask": 0.21654, "loss": 0.645, "time": 0.66879} {"mode": "train", "epoch": 27, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01795, "loss_rpn_cls": 0.02305, "loss_rpn_bbox": 0.0297, "loss_cls": 0.16757, "acc": 93.93848, "loss_bbox": 0.20313, "loss_mask": 0.21215, "loss": 0.63561, "time": 0.66692} {"mode": "train", "epoch": 27, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01863, "loss_rpn_cls": 0.02694, "loss_rpn_bbox": 0.03273, "loss_cls": 0.16887, "acc": 93.92773, "loss_bbox": 0.20316, "loss_mask": 0.21673, "loss": 0.64844, "time": 0.66081} {"mode": "train", "epoch": 27, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01628, "loss_rpn_cls": 0.02067, "loss_rpn_bbox": 0.02952, "loss_cls": 0.14899, "acc": 94.69092, "loss_bbox": 0.18368, "loss_mask": 0.21121, "loss": 0.59407, "time": 0.66481} {"mode": "train", "epoch": 27, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.01573, "loss_rpn_cls": 0.02419, "loss_rpn_bbox": 0.03087, "loss_cls": 0.15585, "acc": 94.40869, "loss_bbox": 0.19016, "loss_mask": 0.20841, "loss": 0.60948, "time": 0.67693} {"mode": "train", "epoch": 27, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.01575, "loss_rpn_cls": 0.02459, "loss_rpn_bbox": 0.03093, "loss_cls": 0.15817, "acc": 94.40625, "loss_bbox": 0.19042, "loss_mask": 0.21862, "loss": 0.62273, "time": 0.66988} {"mode": "train", "epoch": 27, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01884, "loss_rpn_cls": 0.02243, "loss_rpn_bbox": 0.03128, "loss_cls": 0.15926, "acc": 94.28247, "loss_bbox": 0.20019, "loss_mask": 0.20862, "loss": 0.62178, "time": 0.67319} {"mode": "train", "epoch": 27, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.01659, "loss_rpn_cls": 0.02264, "loss_rpn_bbox": 0.03274, "loss_cls": 0.15808, "acc": 94.2771, "loss_bbox": 0.19498, "loss_mask": 0.21117, "loss": 0.61961, "time": 0.6784} {"mode": "train", "epoch": 27, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.01962, "loss_rpn_cls": 0.02352, "loss_rpn_bbox": 0.03343, "loss_cls": 0.1675, "acc": 93.84229, "loss_bbox": 0.21104, "loss_mask": 0.21972, "loss": 0.65522, "time": 0.66693} {"mode": "train", "epoch": 27, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.01845, "loss_rpn_cls": 0.02119, "loss_rpn_bbox": 0.03005, "loss_cls": 0.15052, "acc": 94.4231, "loss_bbox": 0.19026, "loss_mask": 0.21149, "loss": 0.60349, "time": 0.6715} {"mode": "train", "epoch": 27, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.01769, "loss_rpn_cls": 0.02444, "loss_rpn_bbox": 0.03227, "loss_cls": 0.1708, "acc": 93.96216, "loss_bbox": 0.20472, "loss_mask": 0.21678, "loss": 0.64902, "time": 0.66987} {"mode": "train", "epoch": 27, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01937, "loss_rpn_cls": 0.02563, "loss_rpn_bbox": 0.0318, "loss_cls": 0.15982, "acc": 94.28369, "loss_bbox": 0.19553, "loss_mask": 0.20973, "loss": 0.6225, "time": 0.66987} {"mode": "train", "epoch": 27, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.01657, "loss_rpn_cls": 0.0229, "loss_rpn_bbox": 0.03089, "loss_cls": 0.14628, "acc": 94.72095, "loss_bbox": 0.1809, "loss_mask": 0.20437, "loss": 0.58534, "time": 0.67332} {"mode": "train", "epoch": 27, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.01816, "loss_rpn_cls": 0.02204, "loss_rpn_bbox": 0.03091, "loss_cls": 0.15181, "acc": 94.58276, "loss_bbox": 0.18179, "loss_mask": 0.20619, "loss": 0.59274, "time": 0.67134} {"mode": "train", "epoch": 27, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.01775, "loss_rpn_cls": 0.02326, "loss_rpn_bbox": 0.03231, "loss_cls": 0.15572, "acc": 94.29443, "loss_bbox": 0.19444, "loss_mask": 0.20876, "loss": 0.61448, "time": 0.66688} {"mode": "train", "epoch": 27, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01686, "loss_rpn_cls": 0.02149, "loss_rpn_bbox": 0.02949, "loss_cls": 0.14997, "acc": 94.64941, "loss_bbox": 0.18584, "loss_mask": 0.20643, "loss": 0.59322, "time": 0.6732} {"mode": "train", "epoch": 27, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01623, "loss_rpn_cls": 0.02215, "loss_rpn_bbox": 0.02896, "loss_cls": 0.16226, "acc": 94.17188, "loss_bbox": 0.19174, "loss_mask": 0.20591, "loss": 0.61101, "time": 0.67178} {"mode": "train", "epoch": 27, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.0163, "loss_rpn_cls": 0.02146, "loss_rpn_bbox": 0.02978, "loss_cls": 0.15685, "acc": 94.3667, "loss_bbox": 0.19275, "loss_mask": 0.20845, "loss": 0.60928, "time": 0.67414} {"mode": "train", "epoch": 27, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.016, "loss_rpn_cls": 0.02408, "loss_rpn_bbox": 0.0297, "loss_cls": 0.15136, "acc": 94.43481, "loss_bbox": 0.18796, "loss_mask": 0.2059, "loss": 0.59899, "time": 0.67108} {"mode": "train", "epoch": 27, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.01714, "loss_rpn_cls": 0.02249, "loss_rpn_bbox": 0.03091, "loss_cls": 0.17045, "acc": 93.91919, "loss_bbox": 0.20139, "loss_mask": 0.21206, "loss": 0.63729, "time": 0.67252} {"mode": "train", "epoch": 27, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01531, "loss_rpn_cls": 0.02122, "loss_rpn_bbox": 0.02943, "loss_cls": 0.16734, "acc": 93.94507, "loss_bbox": 0.20154, "loss_mask": 0.21116, "loss": 0.63069, "time": 0.67068} {"mode": "train", "epoch": 27, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.01955, "loss_rpn_cls": 0.0248, "loss_rpn_bbox": 0.03223, "loss_cls": 0.17731, "acc": 93.74609, "loss_bbox": 0.20568, "loss_mask": 0.21341, "loss": 0.65343, "time": 0.67159} {"mode": "train", "epoch": 27, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01645, "loss_rpn_cls": 0.02306, "loss_rpn_bbox": 0.0297, "loss_cls": 0.15917, "acc": 94.18188, "loss_bbox": 0.19656, "loss_mask": 0.2089, "loss": 0.61739, "time": 0.67027} {"mode": "train", "epoch": 27, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.01523, "loss_rpn_cls": 0.02268, "loss_rpn_bbox": 0.03028, "loss_cls": 0.15562, "acc": 94.37915, "loss_bbox": 0.189, "loss_mask": 0.20722, "loss": 0.60479, "time": 0.66868} {"mode": "train", "epoch": 27, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.01652, "loss_rpn_cls": 0.02566, "loss_rpn_bbox": 0.03163, "loss_cls": 0.16645, "acc": 94.09766, "loss_bbox": 0.20162, "loss_mask": 0.21695, "loss": 0.64231, "time": 0.68072} {"mode": "train", "epoch": 27, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.01681, "loss_rpn_cls": 0.02202, "loss_rpn_bbox": 0.03083, "loss_cls": 0.16899, "acc": 93.85791, "loss_bbox": 0.20963, "loss_mask": 0.21399, "loss": 0.64545, "time": 0.67671} {"mode": "train", "epoch": 27, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.01667, "loss_rpn_cls": 0.022, "loss_rpn_bbox": 0.03215, "loss_cls": 0.17042, "acc": 93.82861, "loss_bbox": 0.20365, "loss_mask": 0.21567, "loss": 0.64389, "time": 0.66533} {"mode": "train", "epoch": 27, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.01804, "loss_rpn_cls": 0.02322, "loss_rpn_bbox": 0.03103, "loss_cls": 0.16638, "acc": 93.85498, "loss_bbox": 0.20204, "loss_mask": 0.20671, "loss": 0.62938, "time": 0.67709} {"mode": "train", "epoch": 27, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.02068, "loss_rpn_cls": 0.02314, "loss_rpn_bbox": 0.03347, "loss_cls": 0.17015, "acc": 93.84839, "loss_bbox": 0.20641, "loss_mask": 0.21692, "loss": 0.6501, "time": 0.67096} {"mode": "train", "epoch": 27, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.01729, "loss_rpn_cls": 0.02122, "loss_rpn_bbox": 0.02817, "loss_cls": 0.16529, "acc": 94.07886, "loss_bbox": 0.19597, "loss_mask": 0.20668, "loss": 0.61733, "time": 0.67137} {"mode": "train", "epoch": 27, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.01896, "loss_rpn_cls": 0.02214, "loss_rpn_bbox": 0.03014, "loss_cls": 0.15924, "acc": 94.2439, "loss_bbox": 0.19638, "loss_mask": 0.21513, "loss": 0.62304, "time": 0.66676} {"mode": "train", "epoch": 27, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.01903, "loss_rpn_cls": 0.02291, "loss_rpn_bbox": 0.0298, "loss_cls": 0.16864, "acc": 93.97412, "loss_bbox": 0.19995, "loss_mask": 0.21077, "loss": 0.63207, "time": 0.67785} {"mode": "train", "epoch": 27, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.01857, "loss_rpn_cls": 0.02488, "loss_rpn_bbox": 0.03146, "loss_cls": 0.17288, "acc": 93.77661, "loss_bbox": 0.20717, "loss_mask": 0.21395, "loss": 0.65033, "time": 0.67018} {"mode": "train", "epoch": 27, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.01924, "loss_rpn_cls": 0.02508, "loss_rpn_bbox": 0.0299, "loss_cls": 0.16693, "acc": 94.06567, "loss_bbox": 0.1978, "loss_mask": 0.21274, "loss": 0.63245, "time": 0.66593} {"mode": "train", "epoch": 27, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.01735, "loss_rpn_cls": 0.0223, "loss_rpn_bbox": 0.02986, "loss_cls": 0.16154, "acc": 94.20288, "loss_bbox": 0.19431, "loss_mask": 0.21265, "loss": 0.62066, "time": 0.66887} {"mode": "train", "epoch": 27, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.01785, "loss_rpn_cls": 0.02385, "loss_rpn_bbox": 0.03058, "loss_cls": 0.16976, "acc": 93.95752, "loss_bbox": 0.20169, "loss_mask": 0.21247, "loss": 0.63835, "time": 0.66396} {"mode": "train", "epoch": 27, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.01859, "loss_rpn_cls": 0.02471, "loss_rpn_bbox": 0.03064, "loss_cls": 0.16885, "acc": 93.99194, "loss_bbox": 0.19913, "loss_mask": 0.21385, "loss": 0.63718, "time": 0.68365} {"mode": "train", "epoch": 27, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.01564, "loss_rpn_cls": 0.02432, "loss_rpn_bbox": 0.0305, "loss_cls": 0.16226, "acc": 94.10205, "loss_bbox": 0.19895, "loss_mask": 0.21307, "loss": 0.6291, "time": 0.65747} {"mode": "train", "epoch": 27, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.01935, "loss_rpn_cls": 0.02432, "loss_rpn_bbox": 0.03325, "loss_cls": 0.17451, "acc": 93.6792, "loss_bbox": 0.21253, "loss_mask": 0.21628, "loss": 0.6609, "time": 0.68317} {"mode": "train", "epoch": 27, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.01738, "loss_rpn_cls": 0.02353, "loss_rpn_bbox": 0.03134, "loss_cls": 0.17367, "acc": 93.78101, "loss_bbox": 0.20651, "loss_mask": 0.21621, "loss": 0.65126, "time": 0.66285} {"mode": "train", "epoch": 27, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.01877, "loss_rpn_cls": 0.02461, "loss_rpn_bbox": 0.03176, "loss_cls": 0.17162, "acc": 93.82935, "loss_bbox": 0.2081, "loss_mask": 0.2177, "loss": 0.65379, "time": 0.669} {"mode": "train", "epoch": 27, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.01787, "loss_rpn_cls": 0.02406, "loss_rpn_bbox": 0.03069, "loss_cls": 0.16448, "acc": 93.98999, "loss_bbox": 0.19393, "loss_mask": 0.20352, "loss": 0.61668, "time": 0.67924} {"mode": "train", "epoch": 27, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.01932, "loss_rpn_cls": 0.02211, "loss_rpn_bbox": 0.03029, "loss_cls": 0.15446, "acc": 94.51807, "loss_bbox": 0.18518, "loss_mask": 0.20767, "loss": 0.59971, "time": 0.67959} {"mode": "train", "epoch": 27, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.01725, "loss_rpn_cls": 0.02169, "loss_rpn_bbox": 0.02905, "loss_cls": 0.16048, "acc": 94.3396, "loss_bbox": 0.19068, "loss_mask": 0.20757, "loss": 0.60948, "time": 0.67042} {"mode": "train", "epoch": 27, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.01661, "loss_rpn_cls": 0.02222, "loss_rpn_bbox": 0.02939, "loss_cls": 0.16225, "acc": 94.19702, "loss_bbox": 0.19412, "loss_mask": 0.21206, "loss": 0.62005, "time": 0.67606} {"mode": "train", "epoch": 27, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.02038, "loss_rpn_cls": 0.02451, "loss_rpn_bbox": 0.0302, "loss_cls": 0.16453, "acc": 94.06885, "loss_bbox": 0.19601, "loss_mask": 0.21216, "loss": 0.6274, "time": 0.67352} {"mode": "train", "epoch": 27, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.01614, "loss_rpn_cls": 0.02101, "loss_rpn_bbox": 0.02942, "loss_cls": 0.16402, "acc": 94.15381, "loss_bbox": 0.19889, "loss_mask": 0.21612, "loss": 0.62945, "time": 0.66221} {"mode": "train", "epoch": 27, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01583, "loss_rpn_cls": 0.02187, "loss_rpn_bbox": 0.0318, "loss_cls": 0.16404, "acc": 94.10913, "loss_bbox": 0.19263, "loss_mask": 0.21056, "loss": 0.62091, "time": 0.66115} {"mode": "train", "epoch": 27, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.01638, "loss_rpn_cls": 0.02145, "loss_rpn_bbox": 0.03067, "loss_cls": 0.16717, "acc": 94.05933, "loss_bbox": 0.20092, "loss_mask": 0.21134, "loss": 0.63154, "time": 0.6745} {"mode": "train", "epoch": 27, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.01569, "loss_rpn_cls": 0.02498, "loss_rpn_bbox": 0.03277, "loss_cls": 0.17705, "acc": 93.70605, "loss_bbox": 0.20697, "loss_mask": 0.21961, "loss": 0.66138, "time": 0.68176} {"mode": "train", "epoch": 27, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.01709, "loss_rpn_cls": 0.02241, "loss_rpn_bbox": 0.02846, "loss_cls": 0.16168, "acc": 94.22534, "loss_bbox": 0.1893, "loss_mask": 0.20996, "loss": 0.61179, "time": 0.66201} {"mode": "train", "epoch": 27, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01797, "loss_rpn_cls": 0.02224, "loss_rpn_bbox": 0.02997, "loss_cls": 0.16351, "acc": 94.14795, "loss_bbox": 0.19519, "loss_mask": 0.21234, "loss": 0.62326, "time": 0.66887} {"mode": "train", "epoch": 27, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.01955, "loss_rpn_cls": 0.0225, "loss_rpn_bbox": 0.0313, "loss_cls": 0.16809, "acc": 93.86548, "loss_bbox": 0.20575, "loss_mask": 0.21713, "loss": 0.64477, "time": 0.66739} {"mode": "train", "epoch": 27, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.01577, "loss_rpn_cls": 0.02307, "loss_rpn_bbox": 0.03053, "loss_cls": 0.1775, "acc": 93.61987, "loss_bbox": 0.20583, "loss_mask": 0.21239, "loss": 0.64933, "time": 0.66193} {"mode": "train", "epoch": 27, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01809, "loss_rpn_cls": 0.02248, "loss_rpn_bbox": 0.03114, "loss_cls": 0.1601, "acc": 94.18726, "loss_bbox": 0.19867, "loss_mask": 0.21294, "loss": 0.62532, "time": 0.66784} {"mode": "train", "epoch": 27, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.01876, "loss_rpn_cls": 0.02192, "loss_rpn_bbox": 0.0292, "loss_cls": 0.16345, "acc": 94.01294, "loss_bbox": 0.19907, "loss_mask": 0.20916, "loss": 0.6228, "time": 0.6721} {"mode": "train", "epoch": 27, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.01917, "loss_rpn_cls": 0.02209, "loss_rpn_bbox": 0.03051, "loss_cls": 0.17009, "acc": 93.94434, "loss_bbox": 0.20333, "loss_mask": 0.21771, "loss": 0.64373, "time": 0.66473} {"mode": "train", "epoch": 27, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.01559, "loss_rpn_cls": 0.02269, "loss_rpn_bbox": 0.03175, "loss_cls": 0.16698, "acc": 93.896, "loss_bbox": 0.20104, "loss_mask": 0.21172, "loss": 0.63418, "time": 0.6592} {"mode": "train", "epoch": 27, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.01883, "loss_rpn_cls": 0.02258, "loss_rpn_bbox": 0.03128, "loss_cls": 0.17085, "acc": 93.94312, "loss_bbox": 0.20377, "loss_mask": 0.22209, "loss": 0.65058, "time": 0.66484} {"mode": "train", "epoch": 27, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.01606, "loss_rpn_cls": 0.02258, "loss_rpn_bbox": 0.03109, "loss_cls": 0.17088, "acc": 93.85547, "loss_bbox": 0.20204, "loss_mask": 0.21224, "loss": 0.63883, "time": 0.68171} {"mode": "train", "epoch": 27, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.01638, "loss_rpn_cls": 0.02521, "loss_rpn_bbox": 0.03065, "loss_cls": 0.16914, "acc": 93.97681, "loss_bbox": 0.19867, "loss_mask": 0.21502, "loss": 0.63869, "time": 0.67196} {"mode": "train", "epoch": 27, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01695, "loss_rpn_cls": 0.02359, "loss_rpn_bbox": 0.03084, "loss_cls": 0.16434, "acc": 94.01514, "loss_bbox": 0.19956, "loss_mask": 0.21369, "loss": 0.63203, "time": 0.67018} {"mode": "train", "epoch": 27, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01801, "loss_rpn_cls": 0.02449, "loss_rpn_bbox": 0.03233, "loss_cls": 0.17166, "acc": 93.8606, "loss_bbox": 0.20157, "loss_mask": 0.21572, "loss": 0.64578, "time": 0.66648} {"mode": "train", "epoch": 27, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.01956, "loss_rpn_cls": 0.02573, "loss_rpn_bbox": 0.03143, "loss_cls": 0.16174, "acc": 94.15698, "loss_bbox": 0.19659, "loss_mask": 0.21182, "loss": 0.6273, "time": 0.67606} {"mode": "train", "epoch": 27, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.01604, "loss_rpn_cls": 0.02369, "loss_rpn_bbox": 0.0318, "loss_cls": 0.17097, "acc": 93.90625, "loss_bbox": 0.1985, "loss_mask": 0.21703, "loss": 0.64199, "time": 0.66739} {"mode": "train", "epoch": 27, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.01458, "loss_rpn_cls": 0.02374, "loss_rpn_bbox": 0.03095, "loss_cls": 0.16195, "acc": 94.13989, "loss_bbox": 0.18889, "loss_mask": 0.20914, "loss": 0.61468, "time": 0.6697} {"mode": "train", "epoch": 27, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.01692, "loss_rpn_cls": 0.02295, "loss_rpn_bbox": 0.02981, "loss_cls": 0.16618, "acc": 93.93384, "loss_bbox": 0.19912, "loss_mask": 0.21536, "loss": 0.63341, "time": 0.66383} {"mode": "train", "epoch": 27, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.01813, "loss_rpn_cls": 0.02491, "loss_rpn_bbox": 0.02852, "loss_cls": 0.16662, "acc": 93.98535, "loss_bbox": 0.20298, "loss_mask": 0.21952, "loss": 0.64255, "time": 0.67674} {"mode": "train", "epoch": 27, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.01891, "loss_rpn_cls": 0.0246, "loss_rpn_bbox": 0.03283, "loss_cls": 0.15118, "acc": 94.55249, "loss_bbox": 0.18497, "loss_mask": 0.20644, "loss": 0.60002, "time": 0.66583} {"mode": "train", "epoch": 27, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.01673, "loss_rpn_cls": 0.02353, "loss_rpn_bbox": 0.03204, "loss_cls": 0.17427, "acc": 93.71021, "loss_bbox": 0.20472, "loss_mask": 0.21864, "loss": 0.6532, "time": 0.66799} {"mode": "train", "epoch": 27, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01799, "loss_rpn_cls": 0.02348, "loss_rpn_bbox": 0.03195, "loss_cls": 0.16884, "acc": 93.9104, "loss_bbox": 0.20387, "loss_mask": 0.2167, "loss": 0.64484, "time": 0.66556} {"mode": "train", "epoch": 27, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01595, "loss_rpn_cls": 0.02444, "loss_rpn_bbox": 0.03129, "loss_cls": 0.16369, "acc": 94.13379, "loss_bbox": 0.19777, "loss_mask": 0.21612, "loss": 0.63331, "time": 0.69393} {"mode": "val", "epoch": 27, "iter": 625, "lr": 0.0, "bbox_mAP": 0.5151, "bbox_mAP_50": 0.7381, "bbox_mAP_75": 0.5646, "bbox_mAP_s": 0.3516, "bbox_mAP_m": 0.5568, "bbox_mAP_l": 0.6529, "bbox_mAP_copypaste": "0.5151 0.7381 0.5646 0.3516 0.5568 0.6529", "segm_mAP": 0.4563, "segm_mAP_50": 0.7051, "segm_mAP_75": 0.4933, "segm_mAP_s": 0.2624, "segm_mAP_m": 0.4945, "segm_mAP_l": 0.649, "segm_mAP_copypaste": "0.4563 0.7051 0.4933 0.2624 0.4945 0.6490"} {"mode": "train", "epoch": 28, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.71319, "loss_rpn_cls": 0.02139, "loss_rpn_bbox": 0.02873, "loss_cls": 0.16138, "acc": 94.25269, "loss_bbox": 0.19373, "loss_mask": 0.21008, "loss": 0.6153, "time": 1.37957} {"mode": "train", "epoch": 28, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.01613, "loss_rpn_cls": 0.02059, "loss_rpn_bbox": 0.02893, "loss_cls": 0.15798, "acc": 94.32397, "loss_bbox": 0.19356, "loss_mask": 0.20856, "loss": 0.60963, "time": 0.68472} {"mode": "train", "epoch": 28, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.02116, "loss_rpn_cls": 0.02382, "loss_rpn_bbox": 0.03037, "loss_cls": 0.16382, "acc": 94.08521, "loss_bbox": 0.19872, "loss_mask": 0.21002, "loss": 0.62675, "time": 0.67609} {"mode": "train", "epoch": 28, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.01592, "loss_rpn_cls": 0.02293, "loss_rpn_bbox": 0.03175, "loss_cls": 0.16437, "acc": 94.13403, "loss_bbox": 0.19947, "loss_mask": 0.21472, "loss": 0.63325, "time": 0.67813} {"mode": "train", "epoch": 28, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.01545, "loss_rpn_cls": 0.0223, "loss_rpn_bbox": 0.02859, "loss_cls": 0.15272, "acc": 94.44043, "loss_bbox": 0.18897, "loss_mask": 0.20401, "loss": 0.59659, "time": 0.68105} {"mode": "train", "epoch": 28, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.01573, "loss_rpn_cls": 0.02096, "loss_rpn_bbox": 0.02924, "loss_cls": 0.15809, "acc": 94.23218, "loss_bbox": 0.19224, "loss_mask": 0.21039, "loss": 0.61092, "time": 0.66123} {"mode": "train", "epoch": 28, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.01727, "loss_rpn_cls": 0.02125, "loss_rpn_bbox": 0.03108, "loss_cls": 0.16093, "acc": 94.19678, "loss_bbox": 0.19664, "loss_mask": 0.2099, "loss": 0.61981, "time": 0.6723} {"mode": "train", "epoch": 28, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.0185, "loss_rpn_cls": 0.02317, "loss_rpn_bbox": 0.03044, "loss_cls": 0.15827, "acc": 94.271, "loss_bbox": 0.19362, "loss_mask": 0.2069, "loss": 0.61241, "time": 0.67668} {"mode": "train", "epoch": 28, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.01898, "loss_rpn_cls": 0.02083, "loss_rpn_bbox": 0.02834, "loss_cls": 0.15523, "acc": 94.354, "loss_bbox": 0.19245, "loss_mask": 0.20798, "loss": 0.60483, "time": 0.6731} {"mode": "train", "epoch": 28, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.01619, "loss_rpn_cls": 0.02063, "loss_rpn_bbox": 0.02849, "loss_cls": 0.15961, "acc": 94.20581, "loss_bbox": 0.19744, "loss_mask": 0.20768, "loss": 0.61385, "time": 0.67112} {"mode": "train", "epoch": 28, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01679, "loss_rpn_cls": 0.02125, "loss_rpn_bbox": 0.02947, "loss_cls": 0.15733, "acc": 94.24683, "loss_bbox": 0.19088, "loss_mask": 0.20807, "loss": 0.60701, "time": 0.66434} {"mode": "train", "epoch": 28, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.01543, "loss_rpn_cls": 0.02058, "loss_rpn_bbox": 0.02914, "loss_cls": 0.15956, "acc": 94.2373, "loss_bbox": 0.19452, "loss_mask": 0.20711, "loss": 0.61091, "time": 0.66831} {"mode": "train", "epoch": 28, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.01535, "loss_rpn_cls": 0.02065, "loss_rpn_bbox": 0.0293, "loss_cls": 0.15906, "acc": 94.20703, "loss_bbox": 0.18882, "loss_mask": 0.20914, "loss": 0.60697, "time": 0.67578} {"mode": "train", "epoch": 28, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.01797, "loss_rpn_cls": 0.02138, "loss_rpn_bbox": 0.02958, "loss_cls": 0.15754, "acc": 94.29468, "loss_bbox": 0.18855, "loss_mask": 0.20288, "loss": 0.59993, "time": 0.66847} {"mode": "train", "epoch": 28, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.01789, "loss_rpn_cls": 0.02118, "loss_rpn_bbox": 0.02925, "loss_cls": 0.15582, "acc": 94.27661, "loss_bbox": 0.19412, "loss_mask": 0.2094, "loss": 0.60978, "time": 0.67827} {"mode": "train", "epoch": 28, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.01734, "loss_rpn_cls": 0.02037, "loss_rpn_bbox": 0.02891, "loss_cls": 0.15873, "acc": 94.09424, "loss_bbox": 0.19603, "loss_mask": 0.20823, "loss": 0.61228, "time": 0.66631} {"mode": "train", "epoch": 28, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.01808, "loss_rpn_cls": 0.0203, "loss_rpn_bbox": 0.02925, "loss_cls": 0.15111, "acc": 94.46655, "loss_bbox": 0.18664, "loss_mask": 0.20604, "loss": 0.59334, "time": 0.67358} {"mode": "train", "epoch": 28, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.01763, "loss_rpn_cls": 0.02087, "loss_rpn_bbox": 0.03075, "loss_cls": 0.15926, "acc": 94.19189, "loss_bbox": 0.19713, "loss_mask": 0.20825, "loss": 0.61626, "time": 0.67716} {"mode": "train", "epoch": 28, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.01446, "loss_rpn_cls": 0.02168, "loss_rpn_bbox": 0.03164, "loss_cls": 0.15666, "acc": 94.22412, "loss_bbox": 0.20049, "loss_mask": 0.21206, "loss": 0.62253, "time": 0.68387} {"mode": "train", "epoch": 28, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.01775, "loss_rpn_cls": 0.02034, "loss_rpn_bbox": 0.02994, "loss_cls": 0.1603, "acc": 94.14429, "loss_bbox": 0.20037, "loss_mask": 0.20679, "loss": 0.61774, "time": 0.67669} {"mode": "train", "epoch": 28, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01736, "loss_rpn_cls": 0.01798, "loss_rpn_bbox": 0.02797, "loss_cls": 0.14796, "acc": 94.5061, "loss_bbox": 0.18516, "loss_mask": 0.20598, "loss": 0.58505, "time": 0.66716} {"mode": "train", "epoch": 28, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.01564, "loss_rpn_cls": 0.02172, "loss_rpn_bbox": 0.02943, "loss_cls": 0.16041, "acc": 94.09741, "loss_bbox": 0.19302, "loss_mask": 0.20725, "loss": 0.61182, "time": 0.67344} {"mode": "train", "epoch": 28, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.01746, "loss_rpn_cls": 0.02173, "loss_rpn_bbox": 0.03014, "loss_cls": 0.16264, "acc": 94.03125, "loss_bbox": 0.1968, "loss_mask": 0.20571, "loss": 0.61703, "time": 0.66483} {"mode": "train", "epoch": 28, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.01686, "loss_rpn_cls": 0.02175, "loss_rpn_bbox": 0.02887, "loss_cls": 0.15729, "acc": 94.32544, "loss_bbox": 0.19135, "loss_mask": 0.20725, "loss": 0.60651, "time": 0.68054} {"mode": "train", "epoch": 28, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.01716, "loss_rpn_cls": 0.02041, "loss_rpn_bbox": 0.02843, "loss_cls": 0.15569, "acc": 94.31079, "loss_bbox": 0.18655, "loss_mask": 0.20436, "loss": 0.59544, "time": 0.66355} {"mode": "train", "epoch": 28, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.0161, "loss_rpn_cls": 0.01917, "loss_rpn_bbox": 0.02772, "loss_cls": 0.14831, "acc": 94.48975, "loss_bbox": 0.18084, "loss_mask": 0.19991, "loss": 0.57595, "time": 0.6667} {"mode": "train", "epoch": 28, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01634, "loss_rpn_cls": 0.02247, "loss_rpn_bbox": 0.03113, "loss_cls": 0.16067, "acc": 94.19141, "loss_bbox": 0.19205, "loss_mask": 0.2093, "loss": 0.61562, "time": 0.67467} {"mode": "train", "epoch": 28, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01709, "loss_rpn_cls": 0.021, "loss_rpn_bbox": 0.03022, "loss_cls": 0.16423, "acc": 93.96143, "loss_bbox": 0.20246, "loss_mask": 0.21372, "loss": 0.63164, "time": 0.67624} {"mode": "train", "epoch": 28, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.0173, "loss_rpn_cls": 0.01958, "loss_rpn_bbox": 0.02836, "loss_cls": 0.15635, "acc": 94.31519, "loss_bbox": 0.19302, "loss_mask": 0.20213, "loss": 0.59944, "time": 0.67934} {"mode": "train", "epoch": 28, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.01714, "loss_rpn_cls": 0.02001, "loss_rpn_bbox": 0.02767, "loss_cls": 0.1525, "acc": 94.46216, "loss_bbox": 0.19074, "loss_mask": 0.20818, "loss": 0.59909, "time": 0.6683} {"mode": "train", "epoch": 28, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.01879, "loss_rpn_cls": 0.02237, "loss_rpn_bbox": 0.02957, "loss_cls": 0.16219, "acc": 94.02368, "loss_bbox": 0.19816, "loss_mask": 0.20755, "loss": 0.61985, "time": 0.66868} {"mode": "train", "epoch": 28, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.01554, "loss_rpn_cls": 0.01779, "loss_rpn_bbox": 0.02705, "loss_cls": 0.14904, "acc": 94.61011, "loss_bbox": 0.1803, "loss_mask": 0.19642, "loss": 0.57059, "time": 0.66617} {"mode": "train", "epoch": 28, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.01524, "loss_rpn_cls": 0.02102, "loss_rpn_bbox": 0.02982, "loss_cls": 0.15896, "acc": 94.1333, "loss_bbox": 0.19453, "loss_mask": 0.204, "loss": 0.60833, "time": 0.67112} {"mode": "train", "epoch": 28, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.01669, "loss_rpn_cls": 0.02029, "loss_rpn_bbox": 0.02841, "loss_cls": 0.15519, "acc": 94.29468, "loss_bbox": 0.19291, "loss_mask": 0.20034, "loss": 0.59714, "time": 0.66785} {"mode": "train", "epoch": 28, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.0222, "loss_rpn_cls": 0.02192, "loss_rpn_bbox": 0.03247, "loss_cls": 0.16691, "acc": 93.88013, "loss_bbox": 0.20376, "loss_mask": 0.21211, "loss": 0.63718, "time": 0.677} {"mode": "train", "epoch": 28, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.01934, "loss_rpn_cls": 0.02375, "loss_rpn_bbox": 0.0317, "loss_cls": 0.16332, "acc": 94.0415, "loss_bbox": 0.19989, "loss_mask": 0.20838, "loss": 0.62703, "time": 0.67384} {"mode": "train", "epoch": 28, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.01568, "loss_rpn_cls": 0.02024, "loss_rpn_bbox": 0.02774, "loss_cls": 0.14528, "acc": 94.69897, "loss_bbox": 0.17788, "loss_mask": 0.20094, "loss": 0.57207, "time": 0.67723} {"mode": "train", "epoch": 28, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.01657, "loss_rpn_cls": 0.02004, "loss_rpn_bbox": 0.02911, "loss_cls": 0.15202, "acc": 94.42529, "loss_bbox": 0.18618, "loss_mask": 0.20674, "loss": 0.59409, "time": 0.67334} {"mode": "train", "epoch": 28, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.01884, "loss_rpn_cls": 0.02204, "loss_rpn_bbox": 0.03022, "loss_cls": 0.1567, "acc": 94.19727, "loss_bbox": 0.1949, "loss_mask": 0.20832, "loss": 0.61218, "time": 0.67021} {"mode": "train", "epoch": 28, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.01636, "loss_rpn_cls": 0.02078, "loss_rpn_bbox": 0.02663, "loss_cls": 0.14994, "acc": 94.49048, "loss_bbox": 0.187, "loss_mask": 0.20316, "loss": 0.58751, "time": 0.66807} {"mode": "train", "epoch": 28, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.01652, "loss_rpn_cls": 0.02073, "loss_rpn_bbox": 0.0315, "loss_cls": 0.15899, "acc": 94.19141, "loss_bbox": 0.19386, "loss_mask": 0.208, "loss": 0.61307, "time": 0.68082} {"mode": "train", "epoch": 28, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.01524, "loss_rpn_cls": 0.01879, "loss_rpn_bbox": 0.02645, "loss_cls": 0.15466, "acc": 94.34253, "loss_bbox": 0.19076, "loss_mask": 0.20103, "loss": 0.59169, "time": 0.6774} {"mode": "train", "epoch": 28, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.01457, "loss_rpn_cls": 0.01901, "loss_rpn_bbox": 0.0268, "loss_cls": 0.14714, "acc": 94.7522, "loss_bbox": 0.17831, "loss_mask": 0.20311, "loss": 0.57436, "time": 0.66344} {"mode": "train", "epoch": 28, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.01533, "loss_rpn_cls": 0.02261, "loss_rpn_bbox": 0.0271, "loss_cls": 0.15552, "acc": 94.39307, "loss_bbox": 0.17977, "loss_mask": 0.20096, "loss": 0.58595, "time": 0.67026} {"mode": "train", "epoch": 28, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.01897, "loss_rpn_cls": 0.02209, "loss_rpn_bbox": 0.0297, "loss_cls": 0.15522, "acc": 94.19458, "loss_bbox": 0.19506, "loss_mask": 0.20703, "loss": 0.6091, "time": 0.68327} {"mode": "train", "epoch": 28, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.01676, "loss_rpn_cls": 0.02201, "loss_rpn_bbox": 0.02977, "loss_cls": 0.15695, "acc": 94.38159, "loss_bbox": 0.18822, "loss_mask": 0.20599, "loss": 0.60295, "time": 0.66745} {"mode": "train", "epoch": 28, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.01946, "loss_rpn_cls": 0.02093, "loss_rpn_bbox": 0.02971, "loss_cls": 0.15869, "acc": 94.35962, "loss_bbox": 0.19124, "loss_mask": 0.19904, "loss": 0.5996, "time": 0.67064} {"mode": "train", "epoch": 28, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.01647, "loss_rpn_cls": 0.01996, "loss_rpn_bbox": 0.02763, "loss_cls": 0.15269, "acc": 94.39526, "loss_bbox": 0.18283, "loss_mask": 0.20605, "loss": 0.58916, "time": 0.6648} {"mode": "train", "epoch": 28, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.01663, "loss_rpn_cls": 0.01846, "loss_rpn_bbox": 0.02744, "loss_cls": 0.14529, "acc": 94.57373, "loss_bbox": 0.182, "loss_mask": 0.19545, "loss": 0.56863, "time": 0.68442} {"mode": "train", "epoch": 28, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.01927, "loss_rpn_cls": 0.02222, "loss_rpn_bbox": 0.03035, "loss_cls": 0.1621, "acc": 94.17285, "loss_bbox": 0.19576, "loss_mask": 0.21289, "loss": 0.62332, "time": 0.6851} {"mode": "train", "epoch": 28, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.01495, "loss_rpn_cls": 0.01946, "loss_rpn_bbox": 0.02617, "loss_cls": 0.13888, "acc": 94.89258, "loss_bbox": 0.17699, "loss_mask": 0.19792, "loss": 0.55942, "time": 0.66544} {"mode": "train", "epoch": 28, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.01789, "loss_rpn_cls": 0.02143, "loss_rpn_bbox": 0.03044, "loss_cls": 0.1569, "acc": 94.25171, "loss_bbox": 0.19137, "loss_mask": 0.20257, "loss": 0.6027, "time": 0.6697} {"mode": "train", "epoch": 28, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.01549, "loss_rpn_cls": 0.02074, "loss_rpn_bbox": 0.02964, "loss_cls": 0.15933, "acc": 94.13574, "loss_bbox": 0.18999, "loss_mask": 0.21104, "loss": 0.61074, "time": 0.67815} {"mode": "train", "epoch": 28, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.01879, "loss_rpn_cls": 0.01993, "loss_rpn_bbox": 0.02898, "loss_cls": 0.15596, "acc": 94.28735, "loss_bbox": 0.19362, "loss_mask": 0.20727, "loss": 0.60576, "time": 0.66927} {"mode": "train", "epoch": 28, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.01705, "loss_rpn_cls": 0.02512, "loss_rpn_bbox": 0.02905, "loss_cls": 0.15548, "acc": 94.4231, "loss_bbox": 0.18817, "loss_mask": 0.20826, "loss": 0.60608, "time": 0.66901} {"mode": "train", "epoch": 28, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.01747, "loss_rpn_cls": 0.02202, "loss_rpn_bbox": 0.02946, "loss_cls": 0.16137, "acc": 94.14038, "loss_bbox": 0.19804, "loss_mask": 0.21271, "loss": 0.62359, "time": 0.67534} {"mode": "train", "epoch": 28, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.01547, "loss_rpn_cls": 0.01952, "loss_rpn_bbox": 0.02977, "loss_cls": 0.15198, "acc": 94.40576, "loss_bbox": 0.18641, "loss_mask": 0.20061, "loss": 0.5883, "time": 0.67286} {"mode": "train", "epoch": 28, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.02027, "loss_rpn_cls": 0.02152, "loss_rpn_bbox": 0.0311, "loss_cls": 0.1595, "acc": 94.0564, "loss_bbox": 0.19499, "loss_mask": 0.20034, "loss": 0.60745, "time": 0.66842} {"mode": "train", "epoch": 28, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.0178, "loss_rpn_cls": 0.02067, "loss_rpn_bbox": 0.02791, "loss_cls": 0.15479, "acc": 94.32397, "loss_bbox": 0.18917, "loss_mask": 0.2033, "loss": 0.59583, "time": 0.68543} {"mode": "train", "epoch": 28, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.01609, "loss_rpn_cls": 0.01905, "loss_rpn_bbox": 0.02859, "loss_cls": 0.14941, "acc": 94.59131, "loss_bbox": 0.18297, "loss_mask": 0.20634, "loss": 0.58637, "time": 0.66831} {"mode": "train", "epoch": 28, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.01693, "loss_rpn_cls": 0.02265, "loss_rpn_bbox": 0.02998, "loss_cls": 0.16131, "acc": 93.96167, "loss_bbox": 0.19816, "loss_mask": 0.19891, "loss": 0.61101, "time": 0.67455} {"mode": "train", "epoch": 28, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.01655, "loss_rpn_cls": 0.02138, "loss_rpn_bbox": 0.02964, "loss_cls": 0.15755, "acc": 94.15234, "loss_bbox": 0.19613, "loss_mask": 0.20211, "loss": 0.60681, "time": 0.6767} {"mode": "train", "epoch": 28, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.017, "loss_rpn_cls": 0.01994, "loss_rpn_bbox": 0.02943, "loss_cls": 0.15621, "acc": 94.35059, "loss_bbox": 0.1925, "loss_mask": 0.21196, "loss": 0.61003, "time": 0.66599} {"mode": "train", "epoch": 28, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01565, "loss_rpn_cls": 0.02097, "loss_rpn_bbox": 0.02891, "loss_cls": 0.1548, "acc": 94.26685, "loss_bbox": 0.18809, "loss_mask": 0.20403, "loss": 0.5968, "time": 0.66305} {"mode": "train", "epoch": 28, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.01752, "loss_rpn_cls": 0.01976, "loss_rpn_bbox": 0.02761, "loss_cls": 0.14974, "acc": 94.52612, "loss_bbox": 0.18518, "loss_mask": 0.19931, "loss": 0.58161, "time": 0.66602} {"mode": "train", "epoch": 28, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01572, "loss_rpn_cls": 0.01916, "loss_rpn_bbox": 0.02764, "loss_cls": 0.14574, "acc": 94.66187, "loss_bbox": 0.1818, "loss_mask": 0.19638, "loss": 0.57072, "time": 0.67798} {"mode": "train", "epoch": 28, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.01748, "loss_rpn_cls": 0.02172, "loss_rpn_bbox": 0.02922, "loss_cls": 0.15067, "acc": 94.46216, "loss_bbox": 0.18975, "loss_mask": 0.20699, "loss": 0.59835, "time": 0.66962} {"mode": "train", "epoch": 28, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.01638, "loss_rpn_cls": 0.02372, "loss_rpn_bbox": 0.0294, "loss_cls": 0.1603, "acc": 94.30151, "loss_bbox": 0.18868, "loss_mask": 0.20083, "loss": 0.60293, "time": 0.6706} {"mode": "train", "epoch": 28, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.01651, "loss_rpn_cls": 0.01942, "loss_rpn_bbox": 0.02828, "loss_cls": 0.14245, "acc": 94.79956, "loss_bbox": 0.18135, "loss_mask": 0.1969, "loss": 0.56841, "time": 0.66949} {"mode": "train", "epoch": 28, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.01512, "loss_rpn_cls": 0.02043, "loss_rpn_bbox": 0.0287, "loss_cls": 0.1519, "acc": 94.42554, "loss_bbox": 0.1856, "loss_mask": 0.2042, "loss": 0.59083, "time": 0.67686} {"mode": "train", "epoch": 28, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.01831, "loss_rpn_cls": 0.01934, "loss_rpn_bbox": 0.02793, "loss_cls": 0.14878, "acc": 94.58081, "loss_bbox": 0.18557, "loss_mask": 0.20387, "loss": 0.5855, "time": 0.67904} {"mode": "train", "epoch": 28, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.01852, "loss_rpn_cls": 0.02387, "loss_rpn_bbox": 0.02953, "loss_cls": 0.15317, "acc": 94.28442, "loss_bbox": 0.18984, "loss_mask": 0.20502, "loss": 0.60142, "time": 0.67532} {"mode": "train", "epoch": 28, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.01829, "loss_rpn_cls": 0.02334, "loss_rpn_bbox": 0.03192, "loss_cls": 0.15969, "acc": 94.03003, "loss_bbox": 0.19662, "loss_mask": 0.20962, "loss": 0.62119, "time": 0.68032} {"mode": "train", "epoch": 28, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.01754, "loss_rpn_cls": 0.01928, "loss_rpn_bbox": 0.02913, "loss_cls": 0.14853, "acc": 94.60815, "loss_bbox": 0.1852, "loss_mask": 0.19242, "loss": 0.57456, "time": 0.66744} {"mode": "train", "epoch": 28, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01563, "loss_rpn_cls": 0.02211, "loss_rpn_bbox": 0.02942, "loss_cls": 0.14715, "acc": 94.57007, "loss_bbox": 0.1868, "loss_mask": 0.2008, "loss": 0.58629, "time": 0.66672} {"mode": "train", "epoch": 28, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01533, "loss_rpn_cls": 0.02242, "loss_rpn_bbox": 0.03063, "loss_cls": 0.15874, "acc": 94.1499, "loss_bbox": 0.19545, "loss_mask": 0.20428, "loss": 0.61153, "time": 0.66609} {"mode": "train", "epoch": 28, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01729, "loss_rpn_cls": 0.02171, "loss_rpn_bbox": 0.0289, "loss_cls": 0.15268, "acc": 94.43994, "loss_bbox": 0.18804, "loss_mask": 0.19732, "loss": 0.58865, "time": 0.66829} {"mode": "train", "epoch": 28, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01552, "loss_rpn_cls": 0.01994, "loss_rpn_bbox": 0.02789, "loss_cls": 0.14908, "acc": 94.55127, "loss_bbox": 0.18862, "loss_mask": 0.20303, "loss": 0.58856, "time": 0.66864} {"mode": "train", "epoch": 28, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.01656, "loss_rpn_cls": 0.02108, "loss_rpn_bbox": 0.02846, "loss_cls": 0.15246, "acc": 94.35059, "loss_bbox": 0.18649, "loss_mask": 0.20253, "loss": 0.59102, "time": 0.68456} {"mode": "train", "epoch": 28, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.01913, "loss_rpn_cls": 0.02036, "loss_rpn_bbox": 0.03059, "loss_cls": 0.15613, "acc": 94.17529, "loss_bbox": 0.19172, "loss_mask": 0.20471, "loss": 0.60351, "time": 0.67063} {"mode": "train", "epoch": 28, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01708, "loss_rpn_cls": 0.02376, "loss_rpn_bbox": 0.03071, "loss_cls": 0.15905, "acc": 94.26587, "loss_bbox": 0.18926, "loss_mask": 0.20686, "loss": 0.60963, "time": 0.67413} {"mode": "train", "epoch": 28, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.01741, "loss_rpn_cls": 0.02106, "loss_rpn_bbox": 0.03014, "loss_cls": 0.15786, "acc": 94.21387, "loss_bbox": 0.19053, "loss_mask": 0.20431, "loss": 0.6039, "time": 0.6808} {"mode": "train", "epoch": 28, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.01703, "loss_rpn_cls": 0.02136, "loss_rpn_bbox": 0.0316, "loss_cls": 0.16237, "acc": 94.08716, "loss_bbox": 0.19842, "loss_mask": 0.21166, "loss": 0.6254, "time": 0.67396} {"mode": "train", "epoch": 28, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.01854, "loss_rpn_cls": 0.02049, "loss_rpn_bbox": 0.02924, "loss_cls": 0.15335, "acc": 94.38281, "loss_bbox": 0.19947, "loss_mask": 0.20529, "loss": 0.60784, "time": 0.67269} {"mode": "train", "epoch": 28, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.01905, "loss_rpn_cls": 0.02133, "loss_rpn_bbox": 0.03011, "loss_cls": 0.15957, "acc": 94.11035, "loss_bbox": 0.19976, "loss_mask": 0.20678, "loss": 0.61755, "time": 0.66197} {"mode": "train", "epoch": 28, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.0192, "loss_rpn_cls": 0.0209, "loss_rpn_bbox": 0.02881, "loss_cls": 0.15746, "acc": 94.26904, "loss_bbox": 0.19039, "loss_mask": 0.20505, "loss": 0.6026, "time": 0.66769} {"mode": "train", "epoch": 28, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.0158, "loss_rpn_cls": 0.02016, "loss_rpn_bbox": 0.02761, "loss_cls": 0.15315, "acc": 94.42505, "loss_bbox": 0.1895, "loss_mask": 0.20021, "loss": 0.59064, "time": 0.67861} {"mode": "train", "epoch": 28, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.01765, "loss_rpn_cls": 0.02085, "loss_rpn_bbox": 0.02914, "loss_cls": 0.15241, "acc": 94.35034, "loss_bbox": 0.19083, "loss_mask": 0.20255, "loss": 0.59578, "time": 0.66288} {"mode": "train", "epoch": 28, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.01833, "loss_rpn_cls": 0.02296, "loss_rpn_bbox": 0.03161, "loss_cls": 0.16591, "acc": 93.94214, "loss_bbox": 0.20168, "loss_mask": 0.20809, "loss": 0.63025, "time": 0.65741} {"mode": "train", "epoch": 28, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01609, "loss_rpn_cls": 0.02095, "loss_rpn_bbox": 0.02954, "loss_cls": 0.15336, "acc": 94.25317, "loss_bbox": 0.19318, "loss_mask": 0.2128, "loss": 0.60983, "time": 0.67341} {"mode": "train", "epoch": 28, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01706, "loss_rpn_cls": 0.02185, "loss_rpn_bbox": 0.02947, "loss_cls": 0.15792, "acc": 94.16479, "loss_bbox": 0.19554, "loss_mask": 0.20725, "loss": 0.61202, "time": 0.66942} {"mode": "train", "epoch": 28, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.01785, "loss_rpn_cls": 0.02074, "loss_rpn_bbox": 0.03056, "loss_cls": 0.15619, "acc": 94.18823, "loss_bbox": 0.19659, "loss_mask": 0.20662, "loss": 0.6107, "time": 0.67124} {"mode": "train", "epoch": 28, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.01946, "loss_rpn_cls": 0.02369, "loss_rpn_bbox": 0.03271, "loss_cls": 0.16792, "acc": 93.73047, "loss_bbox": 0.20559, "loss_mask": 0.20848, "loss": 0.6384, "time": 0.67458} {"mode": "train", "epoch": 28, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.01534, "loss_rpn_cls": 0.01758, "loss_rpn_bbox": 0.02564, "loss_cls": 0.14442, "acc": 94.65112, "loss_bbox": 0.18148, "loss_mask": 0.20188, "loss": 0.571, "time": 0.66118} {"mode": "train", "epoch": 28, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01646, "loss_rpn_cls": 0.02002, "loss_rpn_bbox": 0.02956, "loss_cls": 0.15767, "acc": 94.17822, "loss_bbox": 0.19672, "loss_mask": 0.20351, "loss": 0.60748, "time": 0.67646} {"mode": "train", "epoch": 28, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.0183, "loss_rpn_cls": 0.02164, "loss_rpn_bbox": 0.02784, "loss_cls": 0.157, "acc": 94.27222, "loss_bbox": 0.18869, "loss_mask": 0.19762, "loss": 0.59279, "time": 0.67441} {"mode": "train", "epoch": 28, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01748, "loss_rpn_cls": 0.02115, "loss_rpn_bbox": 0.02996, "loss_cls": 0.15446, "acc": 94.30688, "loss_bbox": 0.18916, "loss_mask": 0.20198, "loss": 0.59672, "time": 0.67631} {"mode": "train", "epoch": 28, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.01888, "loss_rpn_cls": 0.0217, "loss_rpn_bbox": 0.02898, "loss_cls": 0.15356, "acc": 94.3374, "loss_bbox": 0.18942, "loss_mask": 0.20201, "loss": 0.59567, "time": 0.66604} {"mode": "train", "epoch": 28, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.01624, "loss_rpn_cls": 0.02228, "loss_rpn_bbox": 0.02878, "loss_cls": 0.16545, "acc": 94.04932, "loss_bbox": 0.19531, "loss_mask": 0.2117, "loss": 0.62352, "time": 0.67275} {"mode": "train", "epoch": 28, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.01863, "loss_rpn_cls": 0.02112, "loss_rpn_bbox": 0.03023, "loss_cls": 0.15396, "acc": 94.29834, "loss_bbox": 0.19326, "loss_mask": 0.20198, "loss": 0.60056, "time": 0.67241} {"mode": "train", "epoch": 28, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.01929, "loss_rpn_cls": 0.02019, "loss_rpn_bbox": 0.02847, "loss_cls": 0.16255, "acc": 94.16333, "loss_bbox": 0.19287, "loss_mask": 0.20801, "loss": 0.61209, "time": 0.66858} {"mode": "train", "epoch": 28, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.01622, "loss_rpn_cls": 0.02199, "loss_rpn_bbox": 0.03005, "loss_cls": 0.15276, "acc": 94.323, "loss_bbox": 0.18888, "loss_mask": 0.19746, "loss": 0.59115, "time": 0.66967} {"mode": "train", "epoch": 28, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.01521, "loss_rpn_cls": 0.02137, "loss_rpn_bbox": 0.02767, "loss_cls": 0.1568, "acc": 94.32861, "loss_bbox": 0.19038, "loss_mask": 0.21008, "loss": 0.6063, "time": 0.66947} {"mode": "train", "epoch": 28, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.01847, "loss_rpn_cls": 0.02159, "loss_rpn_bbox": 0.02751, "loss_cls": 0.15061, "acc": 94.45801, "loss_bbox": 0.18628, "loss_mask": 0.20057, "loss": 0.58656, "time": 0.66477} {"mode": "train", "epoch": 28, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.01744, "loss_rpn_cls": 0.0175, "loss_rpn_bbox": 0.02689, "loss_cls": 0.14094, "acc": 94.80347, "loss_bbox": 0.18031, "loss_mask": 0.20152, "loss": 0.56716, "time": 0.66429} {"mode": "train", "epoch": 28, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.01764, "loss_rpn_cls": 0.0228, "loss_rpn_bbox": 0.03065, "loss_cls": 0.15942, "acc": 94.16357, "loss_bbox": 0.19449, "loss_mask": 0.21021, "loss": 0.61757, "time": 0.67445} {"mode": "train", "epoch": 28, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.01728, "loss_rpn_cls": 0.01856, "loss_rpn_bbox": 0.02707, "loss_cls": 0.15006, "acc": 94.63818, "loss_bbox": 0.18407, "loss_mask": 0.20093, "loss": 0.5807, "time": 0.68501} {"mode": "train", "epoch": 28, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.0174, "loss_rpn_cls": 0.01989, "loss_rpn_bbox": 0.02952, "loss_cls": 0.1532, "acc": 94.32104, "loss_bbox": 0.19088, "loss_mask": 0.205, "loss": 0.5985, "time": 0.66377} {"mode": "train", "epoch": 28, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.01975, "loss_rpn_cls": 0.02426, "loss_rpn_bbox": 0.03084, "loss_cls": 0.15853, "acc": 94.06543, "loss_bbox": 0.19416, "loss_mask": 0.20074, "loss": 0.60854, "time": 0.6801} {"mode": "train", "epoch": 28, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.01963, "loss_rpn_cls": 0.02012, "loss_rpn_bbox": 0.02787, "loss_cls": 0.15703, "acc": 94.32642, "loss_bbox": 0.1915, "loss_mask": 0.20217, "loss": 0.5987, "time": 0.66963} {"mode": "train", "epoch": 28, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.01944, "loss_rpn_cls": 0.01979, "loss_rpn_bbox": 0.02951, "loss_cls": 0.15389, "acc": 94.3479, "loss_bbox": 0.19278, "loss_mask": 0.20424, "loss": 0.60022, "time": 0.67713} {"mode": "train", "epoch": 28, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.0189, "loss_rpn_cls": 0.01952, "loss_rpn_bbox": 0.02916, "loss_cls": 0.15683, "acc": 94.20166, "loss_bbox": 0.19859, "loss_mask": 0.20535, "loss": 0.60946, "time": 0.6854} {"mode": "train", "epoch": 28, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.01535, "loss_rpn_cls": 0.01978, "loss_rpn_bbox": 0.02789, "loss_cls": 0.15283, "acc": 94.31299, "loss_bbox": 0.19242, "loss_mask": 0.20809, "loss": 0.60101, "time": 0.66621} {"mode": "train", "epoch": 28, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.02008, "loss_rpn_cls": 0.01961, "loss_rpn_bbox": 0.03016, "loss_cls": 0.16197, "acc": 93.97876, "loss_bbox": 0.19979, "loss_mask": 0.20857, "loss": 0.6201, "time": 0.67235} {"mode": "train", "epoch": 28, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.01819, "loss_rpn_cls": 0.0215, "loss_rpn_bbox": 0.02989, "loss_cls": 0.15704, "acc": 94.26953, "loss_bbox": 0.1911, "loss_mask": 0.20306, "loss": 0.6026, "time": 0.66577} {"mode": "train", "epoch": 28, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.01846, "loss_rpn_cls": 0.01904, "loss_rpn_bbox": 0.02703, "loss_cls": 0.15045, "acc": 94.43945, "loss_bbox": 0.18618, "loss_mask": 0.20121, "loss": 0.58392, "time": 0.67665} {"mode": "train", "epoch": 28, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.01812, "loss_rpn_cls": 0.01963, "loss_rpn_bbox": 0.02954, "loss_cls": 0.16107, "acc": 94.11279, "loss_bbox": 0.19631, "loss_mask": 0.20618, "loss": 0.61273, "time": 0.71191} {"mode": "train", "epoch": 28, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.01684, "loss_rpn_cls": 0.0195, "loss_rpn_bbox": 0.02815, "loss_cls": 0.15607, "acc": 94.39771, "loss_bbox": 0.19084, "loss_mask": 0.2066, "loss": 0.60116, "time": 0.67341} {"mode": "train", "epoch": 28, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.01977, "loss_rpn_cls": 0.02298, "loss_rpn_bbox": 0.03042, "loss_cls": 0.15787, "acc": 94.32812, "loss_bbox": 0.19454, "loss_mask": 0.20976, "loss": 0.61557, "time": 0.67579} {"mode": "train", "epoch": 28, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.01614, "loss_rpn_cls": 0.01933, "loss_rpn_bbox": 0.02925, "loss_cls": 0.15525, "acc": 94.18433, "loss_bbox": 0.19383, "loss_mask": 0.204, "loss": 0.60166, "time": 0.67796} {"mode": "train", "epoch": 28, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.01823, "loss_rpn_cls": 0.01964, "loss_rpn_bbox": 0.0284, "loss_cls": 0.15369, "acc": 94.34888, "loss_bbox": 0.1947, "loss_mask": 0.20317, "loss": 0.59962, "time": 0.67723} {"mode": "train", "epoch": 28, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01623, "loss_rpn_cls": 0.01766, "loss_rpn_bbox": 0.02692, "loss_cls": 0.15048, "acc": 94.45068, "loss_bbox": 0.18852, "loss_mask": 0.20099, "loss": 0.58457, "time": 0.66711} {"mode": "train", "epoch": 28, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.0151, "loss_rpn_cls": 0.01721, "loss_rpn_bbox": 0.02706, "loss_cls": 0.14275, "acc": 94.73779, "loss_bbox": 0.18056, "loss_mask": 0.19719, "loss": 0.56477, "time": 0.66364} {"mode": "train", "epoch": 28, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.01739, "loss_rpn_cls": 0.02047, "loss_rpn_bbox": 0.02931, "loss_cls": 0.15219, "acc": 94.46802, "loss_bbox": 0.18842, "loss_mask": 0.202, "loss": 0.59239, "time": 0.6628} {"mode": "train", "epoch": 28, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.01624, "loss_rpn_cls": 0.02272, "loss_rpn_bbox": 0.02979, "loss_cls": 0.15595, "acc": 94.34985, "loss_bbox": 0.19013, "loss_mask": 0.20561, "loss": 0.60419, "time": 0.66616} {"mode": "train", "epoch": 28, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01597, "loss_rpn_cls": 0.0205, "loss_rpn_bbox": 0.02773, "loss_cls": 0.16178, "acc": 94.08252, "loss_bbox": 0.19595, "loss_mask": 0.20292, "loss": 0.60887, "time": 0.67422} {"mode": "train", "epoch": 28, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.018, "loss_rpn_cls": 0.02295, "loss_rpn_bbox": 0.03089, "loss_cls": 0.16351, "acc": 93.97656, "loss_bbox": 0.20292, "loss_mask": 0.21071, "loss": 0.63097, "time": 0.68337} {"mode": "train", "epoch": 28, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.01592, "loss_rpn_cls": 0.02085, "loss_rpn_bbox": 0.02825, "loss_cls": 0.15068, "acc": 94.49976, "loss_bbox": 0.18453, "loss_mask": 0.20209, "loss": 0.58641, "time": 0.672} {"mode": "train", "epoch": 28, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01844, "loss_rpn_cls": 0.02149, "loss_rpn_bbox": 0.02915, "loss_cls": 0.15423, "acc": 94.3147, "loss_bbox": 0.19059, "loss_mask": 0.20834, "loss": 0.60381, "time": 0.66841} {"mode": "train", "epoch": 28, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.01783, "loss_rpn_cls": 0.01968, "loss_rpn_bbox": 0.0284, "loss_cls": 0.14793, "acc": 94.552, "loss_bbox": 0.18489, "loss_mask": 0.19965, "loss": 0.58055, "time": 0.66714} {"mode": "train", "epoch": 28, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.01784, "loss_rpn_cls": 0.02079, "loss_rpn_bbox": 0.02766, "loss_cls": 0.15373, "acc": 94.42798, "loss_bbox": 0.1919, "loss_mask": 0.2067, "loss": 0.60078, "time": 0.67078} {"mode": "train", "epoch": 28, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.01573, "loss_rpn_cls": 0.01863, "loss_rpn_bbox": 0.02619, "loss_cls": 0.14594, "acc": 94.75293, "loss_bbox": 0.18343, "loss_mask": 0.20353, "loss": 0.57772, "time": 0.66321} {"mode": "train", "epoch": 28, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.01591, "loss_rpn_cls": 0.02044, "loss_rpn_bbox": 0.02923, "loss_cls": 0.15617, "acc": 94.1936, "loss_bbox": 0.19826, "loss_mask": 0.20497, "loss": 0.60905, "time": 0.66808} {"mode": "train", "epoch": 28, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.01768, "loss_rpn_cls": 0.02266, "loss_rpn_bbox": 0.0304, "loss_cls": 0.16418, "acc": 93.85449, "loss_bbox": 0.20268, "loss_mask": 0.21059, "loss": 0.63052, "time": 0.65456} {"mode": "train", "epoch": 28, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.01551, "loss_rpn_cls": 0.02189, "loss_rpn_bbox": 0.02978, "loss_cls": 0.15819, "acc": 94.14258, "loss_bbox": 0.19524, "loss_mask": 0.20523, "loss": 0.61033, "time": 0.6693} {"mode": "train", "epoch": 28, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01636, "loss_rpn_cls": 0.01901, "loss_rpn_bbox": 0.02766, "loss_cls": 0.15289, "acc": 94.43066, "loss_bbox": 0.18781, "loss_mask": 0.20417, "loss": 0.59153, "time": 0.66183} {"mode": "train", "epoch": 28, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01734, "loss_rpn_cls": 0.01957, "loss_rpn_bbox": 0.02703, "loss_cls": 0.15085, "acc": 94.48901, "loss_bbox": 0.18676, "loss_mask": 0.20527, "loss": 0.58949, "time": 0.6795} {"mode": "train", "epoch": 28, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.0176, "loss_rpn_cls": 0.02168, "loss_rpn_bbox": 0.02834, "loss_cls": 0.15029, "acc": 94.50122, "loss_bbox": 0.18973, "loss_mask": 0.20192, "loss": 0.59196, "time": 0.6579} {"mode": "train", "epoch": 28, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.01927, "loss_rpn_cls": 0.02224, "loss_rpn_bbox": 0.03016, "loss_cls": 0.15845, "acc": 94.17139, "loss_bbox": 0.19733, "loss_mask": 0.21165, "loss": 0.61982, "time": 0.68572} {"mode": "train", "epoch": 28, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.01385, "loss_rpn_cls": 0.02004, "loss_rpn_bbox": 0.02729, "loss_cls": 0.14815, "acc": 94.4895, "loss_bbox": 0.18475, "loss_mask": 0.2003, "loss": 0.58052, "time": 0.6839} {"mode": "train", "epoch": 28, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.01875, "loss_rpn_cls": 0.01923, "loss_rpn_bbox": 0.02892, "loss_cls": 0.15246, "acc": 94.43921, "loss_bbox": 0.18616, "loss_mask": 0.20064, "loss": 0.58741, "time": 0.6792} {"mode": "train", "epoch": 28, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.01842, "loss_rpn_cls": 0.01863, "loss_rpn_bbox": 0.02713, "loss_cls": 0.14574, "acc": 94.69653, "loss_bbox": 0.17838, "loss_mask": 0.19712, "loss": 0.567, "time": 0.67663} {"mode": "train", "epoch": 28, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.01801, "loss_rpn_cls": 0.02206, "loss_rpn_bbox": 0.02977, "loss_cls": 0.15688, "acc": 94.18945, "loss_bbox": 0.19401, "loss_mask": 0.20766, "loss": 0.61038, "time": 0.66913} {"mode": "train", "epoch": 28, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.02174, "loss_rpn_cls": 0.02002, "loss_rpn_bbox": 0.03112, "loss_cls": 0.16231, "acc": 93.99414, "loss_bbox": 0.20124, "loss_mask": 0.20834, "loss": 0.62303, "time": 0.67299} {"mode": "train", "epoch": 28, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01705, "loss_rpn_cls": 0.02033, "loss_rpn_bbox": 0.02855, "loss_cls": 0.15404, "acc": 94.40796, "loss_bbox": 0.18925, "loss_mask": 0.19815, "loss": 0.59032, "time": 0.67409} {"mode": "train", "epoch": 28, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01942, "loss_rpn_cls": 0.0227, "loss_rpn_bbox": 0.02846, "loss_cls": 0.15381, "acc": 94.36108, "loss_bbox": 0.19004, "loss_mask": 0.20326, "loss": 0.59827, "time": 0.66748} {"mode": "val", "epoch": 28, "iter": 625, "lr": 0.0, "bbox_mAP": 0.534, "bbox_mAP_50": 0.7509, "bbox_mAP_75": 0.5876, "bbox_mAP_s": 0.3817, "bbox_mAP_m": 0.5749, "bbox_mAP_l": 0.6728, "bbox_mAP_copypaste": "0.5340 0.7509 0.5876 0.3817 0.5749 0.6728", "segm_mAP": 0.4704, "segm_mAP_50": 0.7211, "segm_mAP_75": 0.5102, "segm_mAP_s": 0.2853, "segm_mAP_m": 0.508, "segm_mAP_l": 0.6621, "segm_mAP_copypaste": "0.4704 0.7211 0.5102 0.2853 0.5080 0.6621"} {"mode": "train", "epoch": 29, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.70922, "loss_rpn_cls": 0.02133, "loss_rpn_bbox": 0.02826, "loss_cls": 0.15599, "acc": 94.18652, "loss_bbox": 0.19631, "loss_mask": 0.2009, "loss": 0.60278, "time": 1.36351} {"mode": "train", "epoch": 29, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.01919, "loss_rpn_cls": 0.01979, "loss_rpn_bbox": 0.02834, "loss_cls": 0.15364, "acc": 94.33618, "loss_bbox": 0.19063, "loss_mask": 0.20401, "loss": 0.59641, "time": 0.68474} {"mode": "train", "epoch": 29, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.01664, "loss_rpn_cls": 0.01955, "loss_rpn_bbox": 0.02916, "loss_cls": 0.15249, "acc": 94.35889, "loss_bbox": 0.19171, "loss_mask": 0.20393, "loss": 0.59685, "time": 0.67271} {"mode": "train", "epoch": 29, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.0206, "loss_rpn_cls": 0.02221, "loss_rpn_bbox": 0.03065, "loss_cls": 0.15763, "acc": 94.18213, "loss_bbox": 0.1956, "loss_mask": 0.20679, "loss": 0.61288, "time": 0.67131} {"mode": "train", "epoch": 29, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.01638, "loss_rpn_cls": 0.02206, "loss_rpn_bbox": 0.02956, "loss_cls": 0.15794, "acc": 94.18237, "loss_bbox": 0.19545, "loss_mask": 0.20454, "loss": 0.60955, "time": 0.67289} {"mode": "train", "epoch": 29, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.0178, "loss_rpn_cls": 0.022, "loss_rpn_bbox": 0.02995, "loss_cls": 0.15748, "acc": 94.12866, "loss_bbox": 0.19379, "loss_mask": 0.20245, "loss": 0.60568, "time": 0.67175} {"mode": "train", "epoch": 29, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.01568, "loss_rpn_cls": 0.02067, "loss_rpn_bbox": 0.02906, "loss_cls": 0.15483, "acc": 94.28198, "loss_bbox": 0.19654, "loss_mask": 0.20904, "loss": 0.61014, "time": 0.67595} {"mode": "train", "epoch": 29, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.01517, "loss_rpn_cls": 0.02036, "loss_rpn_bbox": 0.02987, "loss_cls": 0.15976, "acc": 94.12598, "loss_bbox": 0.1962, "loss_mask": 0.20218, "loss": 0.60838, "time": 0.68231} {"mode": "train", "epoch": 29, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.01676, "loss_rpn_cls": 0.02278, "loss_rpn_bbox": 0.03234, "loss_cls": 0.15793, "acc": 94.13916, "loss_bbox": 0.20112, "loss_mask": 0.20446, "loss": 0.61864, "time": 0.67538} {"mode": "train", "epoch": 29, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.01532, "loss_rpn_cls": 0.0198, "loss_rpn_bbox": 0.02876, "loss_cls": 0.14909, "acc": 94.44067, "loss_bbox": 0.1903, "loss_mask": 0.20588, "loss": 0.59383, "time": 0.66462} {"mode": "train", "epoch": 29, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01752, "loss_rpn_cls": 0.02071, "loss_rpn_bbox": 0.02981, "loss_cls": 0.15997, "acc": 94.11108, "loss_bbox": 0.20021, "loss_mask": 0.20931, "loss": 0.62001, "time": 0.67215} {"mode": "train", "epoch": 29, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.01544, "loss_rpn_cls": 0.01999, "loss_rpn_bbox": 0.0289, "loss_cls": 0.15219, "acc": 94.35083, "loss_bbox": 0.19541, "loss_mask": 0.20674, "loss": 0.60323, "time": 0.66621} {"mode": "train", "epoch": 29, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.01638, "loss_rpn_cls": 0.01942, "loss_rpn_bbox": 0.02637, "loss_cls": 0.14561, "acc": 94.67212, "loss_bbox": 0.1828, "loss_mask": 0.19944, "loss": 0.57363, "time": 0.67466} {"mode": "train", "epoch": 29, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.01715, "loss_rpn_cls": 0.01948, "loss_rpn_bbox": 0.02822, "loss_cls": 0.15342, "acc": 94.36792, "loss_bbox": 0.19031, "loss_mask": 0.20301, "loss": 0.59444, "time": 0.66313} {"mode": "train", "epoch": 29, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.01703, "loss_rpn_cls": 0.01923, "loss_rpn_bbox": 0.02841, "loss_cls": 0.15208, "acc": 94.50952, "loss_bbox": 0.18276, "loss_mask": 0.20337, "loss": 0.58585, "time": 0.65589} {"mode": "train", "epoch": 29, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.01686, "loss_rpn_cls": 0.01841, "loss_rpn_bbox": 0.02713, "loss_cls": 0.14507, "acc": 94.64502, "loss_bbox": 0.18557, "loss_mask": 0.20143, "loss": 0.57761, "time": 0.67748} {"mode": "train", "epoch": 29, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.01645, "loss_rpn_cls": 0.02206, "loss_rpn_bbox": 0.03016, "loss_cls": 0.16326, "acc": 93.95239, "loss_bbox": 0.20581, "loss_mask": 0.2058, "loss": 0.6271, "time": 0.67799} {"mode": "train", "epoch": 29, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.0162, "loss_rpn_cls": 0.0183, "loss_rpn_bbox": 0.02821, "loss_cls": 0.14696, "acc": 94.57031, "loss_bbox": 0.18921, "loss_mask": 0.19525, "loss": 0.57793, "time": 0.6756} {"mode": "train", "epoch": 29, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.0152, "loss_rpn_cls": 0.01816, "loss_rpn_bbox": 0.02671, "loss_cls": 0.15043, "acc": 94.44995, "loss_bbox": 0.19246, "loss_mask": 0.20154, "loss": 0.58929, "time": 0.6704} {"mode": "train", "epoch": 29, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.01778, "loss_rpn_cls": 0.02238, "loss_rpn_bbox": 0.03078, "loss_cls": 0.15919, "acc": 94.08276, "loss_bbox": 0.19862, "loss_mask": 0.20544, "loss": 0.61641, "time": 0.67528} {"mode": "train", "epoch": 29, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01829, "loss_rpn_cls": 0.01985, "loss_rpn_bbox": 0.0297, "loss_cls": 0.15574, "acc": 94.27124, "loss_bbox": 0.19598, "loss_mask": 0.20336, "loss": 0.60461, "time": 0.66871} {"mode": "train", "epoch": 29, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.01723, "loss_rpn_cls": 0.01993, "loss_rpn_bbox": 0.02805, "loss_cls": 0.14958, "acc": 94.60132, "loss_bbox": 0.18463, "loss_mask": 0.20566, "loss": 0.58785, "time": 0.66431} {"mode": "train", "epoch": 29, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.01597, "loss_rpn_cls": 0.01944, "loss_rpn_bbox": 0.02868, "loss_cls": 0.14564, "acc": 94.64209, "loss_bbox": 0.1853, "loss_mask": 0.20143, "loss": 0.58049, "time": 0.67367} {"mode": "train", "epoch": 29, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.01784, "loss_rpn_cls": 0.02075, "loss_rpn_bbox": 0.03002, "loss_cls": 0.14894, "acc": 94.45703, "loss_bbox": 0.18969, "loss_mask": 0.20647, "loss": 0.59586, "time": 0.67198} {"mode": "train", "epoch": 29, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.01624, "loss_rpn_cls": 0.01736, "loss_rpn_bbox": 0.02645, "loss_cls": 0.14422, "acc": 94.65991, "loss_bbox": 0.18533, "loss_mask": 0.20251, "loss": 0.57586, "time": 0.6692} {"mode": "train", "epoch": 29, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.01844, "loss_rpn_cls": 0.02062, "loss_rpn_bbox": 0.0287, "loss_cls": 0.15859, "acc": 94.20312, "loss_bbox": 0.19453, "loss_mask": 0.21045, "loss": 0.61289, "time": 0.67747} {"mode": "train", "epoch": 29, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.0155, "loss_rpn_cls": 0.02062, "loss_rpn_bbox": 0.0285, "loss_cls": 0.14885, "acc": 94.52637, "loss_bbox": 0.18788, "loss_mask": 0.20264, "loss": 0.58848, "time": 0.66755} {"mode": "train", "epoch": 29, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01739, "loss_rpn_cls": 0.01796, "loss_rpn_bbox": 0.02705, "loss_cls": 0.15, "acc": 94.375, "loss_bbox": 0.18926, "loss_mask": 0.20391, "loss": 0.58818, "time": 0.68079} {"mode": "train", "epoch": 29, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.0177, "loss_rpn_cls": 0.02037, "loss_rpn_bbox": 0.02971, "loss_cls": 0.16279, "acc": 93.91821, "loss_bbox": 0.20167, "loss_mask": 0.2084, "loss": 0.62294, "time": 0.67184} {"mode": "train", "epoch": 29, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.02009, "loss_rpn_cls": 0.02117, "loss_rpn_bbox": 0.02687, "loss_cls": 0.14936, "acc": 94.47876, "loss_bbox": 0.18277, "loss_mask": 0.2025, "loss": 0.58267, "time": 0.67282} {"mode": "train", "epoch": 29, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.0168, "loss_rpn_cls": 0.01894, "loss_rpn_bbox": 0.02868, "loss_cls": 0.15177, "acc": 94.34961, "loss_bbox": 0.18975, "loss_mask": 0.20364, "loss": 0.59278, "time": 0.67423} {"mode": "train", "epoch": 29, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.01613, "loss_rpn_cls": 0.0186, "loss_rpn_bbox": 0.02946, "loss_cls": 0.15711, "acc": 94.2561, "loss_bbox": 0.19251, "loss_mask": 0.19991, "loss": 0.59759, "time": 0.66071} {"mode": "train", "epoch": 29, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.01554, "loss_rpn_cls": 0.02113, "loss_rpn_bbox": 0.02498, "loss_cls": 0.14384, "acc": 94.70288, "loss_bbox": 0.1786, "loss_mask": 0.19846, "loss": 0.56701, "time": 0.66799} {"mode": "train", "epoch": 29, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.01681, "loss_rpn_cls": 0.01882, "loss_rpn_bbox": 0.02915, "loss_cls": 0.15049, "acc": 94.4375, "loss_bbox": 0.19113, "loss_mask": 0.2017, "loss": 0.59129, "time": 0.66568} {"mode": "train", "epoch": 29, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.01695, "loss_rpn_cls": 0.01915, "loss_rpn_bbox": 0.02712, "loss_cls": 0.14751, "acc": 94.53638, "loss_bbox": 0.18518, "loss_mask": 0.20151, "loss": 0.58047, "time": 0.66647} {"mode": "train", "epoch": 29, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.01421, "loss_rpn_cls": 0.01987, "loss_rpn_bbox": 0.02811, "loss_cls": 0.1537, "acc": 94.3103, "loss_bbox": 0.18863, "loss_mask": 0.20597, "loss": 0.59629, "time": 0.66221} {"mode": "train", "epoch": 29, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.01688, "loss_rpn_cls": 0.02001, "loss_rpn_bbox": 0.03043, "loss_cls": 0.15301, "acc": 94.302, "loss_bbox": 0.19106, "loss_mask": 0.20382, "loss": 0.59833, "time": 0.68952} {"mode": "train", "epoch": 29, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.01667, "loss_rpn_cls": 0.0217, "loss_rpn_bbox": 0.02677, "loss_cls": 0.15278, "acc": 94.43164, "loss_bbox": 0.19023, "loss_mask": 0.20541, "loss": 0.5969, "time": 0.67645} {"mode": "train", "epoch": 29, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.01995, "loss_rpn_cls": 0.01929, "loss_rpn_bbox": 0.0287, "loss_cls": 0.15542, "acc": 94.11914, "loss_bbox": 0.19362, "loss_mask": 0.20427, "loss": 0.6013, "time": 0.68012} {"mode": "train", "epoch": 29, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.01887, "loss_rpn_cls": 0.02149, "loss_rpn_bbox": 0.03012, "loss_cls": 0.15645, "acc": 94.15283, "loss_bbox": 0.19395, "loss_mask": 0.20473, "loss": 0.60673, "time": 0.67707} {"mode": "train", "epoch": 29, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.01767, "loss_rpn_cls": 0.01948, "loss_rpn_bbox": 0.02743, "loss_cls": 0.14568, "acc": 94.62402, "loss_bbox": 0.1851, "loss_mask": 0.19855, "loss": 0.57624, "time": 0.65858} {"mode": "train", "epoch": 29, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.01829, "loss_rpn_cls": 0.02109, "loss_rpn_bbox": 0.0307, "loss_cls": 0.16015, "acc": 94.06177, "loss_bbox": 0.19447, "loss_mask": 0.20664, "loss": 0.61304, "time": 0.66679} {"mode": "train", "epoch": 29, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.0155, "loss_rpn_cls": 0.02035, "loss_rpn_bbox": 0.02763, "loss_cls": 0.15458, "acc": 94.36816, "loss_bbox": 0.19028, "loss_mask": 0.202, "loss": 0.59483, "time": 0.6682} {"mode": "train", "epoch": 29, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.01671, "loss_rpn_cls": 0.01882, "loss_rpn_bbox": 0.02821, "loss_cls": 0.14732, "acc": 94.54346, "loss_bbox": 0.18962, "loss_mask": 0.21153, "loss": 0.59549, "time": 0.67016} {"mode": "train", "epoch": 29, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.01557, "loss_rpn_cls": 0.01966, "loss_rpn_bbox": 0.02757, "loss_cls": 0.14525, "acc": 94.61499, "loss_bbox": 0.18155, "loss_mask": 0.20264, "loss": 0.57667, "time": 0.66305} {"mode": "train", "epoch": 29, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.01864, "loss_rpn_cls": 0.01926, "loss_rpn_bbox": 0.0265, "loss_cls": 0.15074, "acc": 94.44995, "loss_bbox": 0.18739, "loss_mask": 0.20196, "loss": 0.58586, "time": 0.67319} {"mode": "train", "epoch": 29, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.01804, "loss_rpn_cls": 0.02105, "loss_rpn_bbox": 0.02842, "loss_cls": 0.15172, "acc": 94.46973, "loss_bbox": 0.186, "loss_mask": 0.20244, "loss": 0.58963, "time": 0.66675} {"mode": "train", "epoch": 29, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.01763, "loss_rpn_cls": 0.02386, "loss_rpn_bbox": 0.03055, "loss_cls": 0.15927, "acc": 94.15771, "loss_bbox": 0.19568, "loss_mask": 0.20546, "loss": 0.61481, "time": 0.67724} {"mode": "train", "epoch": 29, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.01715, "loss_rpn_cls": 0.01872, "loss_rpn_bbox": 0.03047, "loss_cls": 0.16076, "acc": 94.0332, "loss_bbox": 0.19852, "loss_mask": 0.20486, "loss": 0.61333, "time": 0.67373} {"mode": "train", "epoch": 29, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.0166, "loss_rpn_cls": 0.02271, "loss_rpn_bbox": 0.02989, "loss_cls": 0.15853, "acc": 94.1377, "loss_bbox": 0.19491, "loss_mask": 0.20612, "loss": 0.61216, "time": 0.67231} {"mode": "train", "epoch": 29, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.01697, "loss_rpn_cls": 0.01987, "loss_rpn_bbox": 0.02889, "loss_cls": 0.15164, "acc": 94.40918, "loss_bbox": 0.19124, "loss_mask": 0.20695, "loss": 0.5986, "time": 0.6802} {"mode": "train", "epoch": 29, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.01768, "loss_rpn_cls": 0.01742, "loss_rpn_bbox": 0.02655, "loss_cls": 0.14818, "acc": 94.50659, "loss_bbox": 0.18483, "loss_mask": 0.20079, "loss": 0.57776, "time": 0.67093} {"mode": "train", "epoch": 29, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.0176, "loss_rpn_cls": 0.01978, "loss_rpn_bbox": 0.02864, "loss_cls": 0.15183, "acc": 94.41724, "loss_bbox": 0.18606, "loss_mask": 0.20156, "loss": 0.58786, "time": 0.68225} {"mode": "train", "epoch": 29, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.01499, "loss_rpn_cls": 0.01997, "loss_rpn_bbox": 0.0283, "loss_cls": 0.14689, "acc": 94.54858, "loss_bbox": 0.18608, "loss_mask": 0.20644, "loss": 0.58767, "time": 0.67387} {"mode": "train", "epoch": 29, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.01599, "loss_rpn_cls": 0.01971, "loss_rpn_bbox": 0.02862, "loss_cls": 0.15013, "acc": 94.48608, "loss_bbox": 0.18776, "loss_mask": 0.20764, "loss": 0.59385, "time": 0.67002} {"mode": "train", "epoch": 29, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.01653, "loss_rpn_cls": 0.01846, "loss_rpn_bbox": 0.0284, "loss_cls": 0.15029, "acc": 94.41504, "loss_bbox": 0.18766, "loss_mask": 0.2037, "loss": 0.58851, "time": 0.67164} {"mode": "train", "epoch": 29, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.01681, "loss_rpn_cls": 0.01767, "loss_rpn_bbox": 0.02592, "loss_cls": 0.14357, "acc": 94.80566, "loss_bbox": 0.1773, "loss_mask": 0.19559, "loss": 0.56005, "time": 0.67161} {"mode": "train", "epoch": 29, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.01802, "loss_rpn_cls": 0.02169, "loss_rpn_bbox": 0.02802, "loss_cls": 0.15455, "acc": 94.30176, "loss_bbox": 0.19035, "loss_mask": 0.21125, "loss": 0.60585, "time": 0.67683} {"mode": "train", "epoch": 29, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.01439, "loss_rpn_cls": 0.01882, "loss_rpn_bbox": 0.02749, "loss_cls": 0.14844, "acc": 94.60596, "loss_bbox": 0.18313, "loss_mask": 0.20446, "loss": 0.58234, "time": 0.67023} {"mode": "train", "epoch": 29, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.01843, "loss_rpn_cls": 0.02111, "loss_rpn_bbox": 0.02752, "loss_cls": 0.15299, "acc": 94.42261, "loss_bbox": 0.18794, "loss_mask": 0.201, "loss": 0.59056, "time": 0.68324} {"mode": "train", "epoch": 29, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.01655, "loss_rpn_cls": 0.02314, "loss_rpn_bbox": 0.02988, "loss_cls": 0.15651, "acc": 94.18774, "loss_bbox": 0.19604, "loss_mask": 0.20996, "loss": 0.61553, "time": 0.68652} {"mode": "train", "epoch": 29, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.01646, "loss_rpn_cls": 0.01761, "loss_rpn_bbox": 0.02729, "loss_cls": 0.14215, "acc": 94.70947, "loss_bbox": 0.18315, "loss_mask": 0.20108, "loss": 0.57129, "time": 0.67743} {"mode": "train", "epoch": 29, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.01664, "loss_rpn_cls": 0.02018, "loss_rpn_bbox": 0.02815, "loss_cls": 0.14834, "acc": 94.5127, "loss_bbox": 0.19052, "loss_mask": 0.20179, "loss": 0.58897, "time": 0.66878} {"mode": "train", "epoch": 29, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01594, "loss_rpn_cls": 0.0228, "loss_rpn_bbox": 0.03011, "loss_cls": 0.1587, "acc": 94.20605, "loss_bbox": 0.19151, "loss_mask": 0.20659, "loss": 0.6097, "time": 0.66229} {"mode": "train", "epoch": 29, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.01482, "loss_rpn_cls": 0.022, "loss_rpn_bbox": 0.02947, "loss_cls": 0.15621, "acc": 94.22241, "loss_bbox": 0.19544, "loss_mask": 0.20403, "loss": 0.60716, "time": 0.66474} {"mode": "train", "epoch": 29, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.0141, "loss_rpn_cls": 0.0189, "loss_rpn_bbox": 0.02851, "loss_cls": 0.15261, "acc": 94.44653, "loss_bbox": 0.18717, "loss_mask": 0.20326, "loss": 0.59046, "time": 0.68201} {"mode": "train", "epoch": 29, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.02023, "loss_rpn_cls": 0.01953, "loss_rpn_bbox": 0.02784, "loss_cls": 0.14818, "acc": 94.52661, "loss_bbox": 0.18519, "loss_mask": 0.19748, "loss": 0.57822, "time": 0.68107} {"mode": "train", "epoch": 29, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.01675, "loss_rpn_cls": 0.01905, "loss_rpn_bbox": 0.02811, "loss_cls": 0.15286, "acc": 94.43921, "loss_bbox": 0.18634, "loss_mask": 0.19844, "loss": 0.58479, "time": 0.66984} {"mode": "train", "epoch": 29, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.01375, "loss_rpn_cls": 0.0229, "loss_rpn_bbox": 0.02775, "loss_cls": 0.1485, "acc": 94.47656, "loss_bbox": 0.18391, "loss_mask": 0.20044, "loss": 0.5835, "time": 0.67491} {"mode": "train", "epoch": 29, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.01678, "loss_rpn_cls": 0.01893, "loss_rpn_bbox": 0.02815, "loss_cls": 0.15383, "acc": 94.33276, "loss_bbox": 0.18512, "loss_mask": 0.20246, "loss": 0.58849, "time": 0.67504} {"mode": "train", "epoch": 29, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.01526, "loss_rpn_cls": 0.01989, "loss_rpn_bbox": 0.02672, "loss_cls": 0.14707, "acc": 94.66113, "loss_bbox": 0.18063, "loss_mask": 0.20244, "loss": 0.57675, "time": 0.66222} {"mode": "train", "epoch": 29, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.01806, "loss_rpn_cls": 0.01836, "loss_rpn_bbox": 0.02839, "loss_cls": 0.15369, "acc": 94.33423, "loss_bbox": 0.19036, "loss_mask": 0.20349, "loss": 0.59429, "time": 0.678} {"mode": "train", "epoch": 29, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.0175, "loss_rpn_cls": 0.02009, "loss_rpn_bbox": 0.02913, "loss_cls": 0.15223, "acc": 94.33618, "loss_bbox": 0.19245, "loss_mask": 0.20544, "loss": 0.59935, "time": 0.66814} {"mode": "train", "epoch": 29, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.01572, "loss_rpn_cls": 0.01775, "loss_rpn_bbox": 0.02668, "loss_cls": 0.14033, "acc": 94.80713, "loss_bbox": 0.17692, "loss_mask": 0.19537, "loss": 0.55704, "time": 0.667} {"mode": "train", "epoch": 29, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01522, "loss_rpn_cls": 0.01899, "loss_rpn_bbox": 0.02622, "loss_cls": 0.14859, "acc": 94.49561, "loss_bbox": 0.18543, "loss_mask": 0.19788, "loss": 0.57711, "time": 0.67221} {"mode": "train", "epoch": 29, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01601, "loss_rpn_cls": 0.01957, "loss_rpn_bbox": 0.02869, "loss_cls": 0.14491, "acc": 94.61108, "loss_bbox": 0.18656, "loss_mask": 0.20437, "loss": 0.58409, "time": 0.67084} {"mode": "train", "epoch": 29, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01686, "loss_rpn_cls": 0.01839, "loss_rpn_bbox": 0.02812, "loss_cls": 0.15051, "acc": 94.4668, "loss_bbox": 0.19058, "loss_mask": 0.19946, "loss": 0.58706, "time": 0.66322} {"mode": "train", "epoch": 29, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.02, "loss_rpn_cls": 0.02095, "loss_rpn_bbox": 0.0281, "loss_cls": 0.15274, "acc": 94.46338, "loss_bbox": 0.18724, "loss_mask": 0.20289, "loss": 0.59193, "time": 0.66833} {"mode": "train", "epoch": 29, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.01555, "loss_rpn_cls": 0.01801, "loss_rpn_bbox": 0.02628, "loss_cls": 0.14756, "acc": 94.51929, "loss_bbox": 0.18427, "loss_mask": 0.19579, "loss": 0.57192, "time": 0.67886} {"mode": "train", "epoch": 29, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.01553, "loss_rpn_cls": 0.01942, "loss_rpn_bbox": 0.02756, "loss_cls": 0.15069, "acc": 94.3645, "loss_bbox": 0.18961, "loss_mask": 0.20248, "loss": 0.58976, "time": 0.68093} {"mode": "train", "epoch": 29, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01699, "loss_rpn_cls": 0.0205, "loss_rpn_bbox": 0.02821, "loss_cls": 0.14909, "acc": 94.42456, "loss_bbox": 0.19081, "loss_mask": 0.19928, "loss": 0.58789, "time": 0.66532} {"mode": "train", "epoch": 29, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.01725, "loss_rpn_cls": 0.01875, "loss_rpn_bbox": 0.02735, "loss_cls": 0.15138, "acc": 94.50464, "loss_bbox": 0.18936, "loss_mask": 0.20194, "loss": 0.58877, "time": 0.67046} {"mode": "train", "epoch": 29, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.01645, "loss_rpn_cls": 0.0214, "loss_rpn_bbox": 0.02848, "loss_cls": 0.15695, "acc": 94.28271, "loss_bbox": 0.19476, "loss_mask": 0.20365, "loss": 0.60524, "time": 0.67163} {"mode": "train", "epoch": 29, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.01614, "loss_rpn_cls": 0.01968, "loss_rpn_bbox": 0.02943, "loss_cls": 0.15363, "acc": 94.23584, "loss_bbox": 0.19271, "loss_mask": 0.20552, "loss": 0.60098, "time": 0.66192} {"mode": "train", "epoch": 29, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.01743, "loss_rpn_cls": 0.02056, "loss_rpn_bbox": 0.02862, "loss_cls": 0.15715, "acc": 94.11719, "loss_bbox": 0.19677, "loss_mask": 0.2059, "loss": 0.609, "time": 0.66682} {"mode": "train", "epoch": 29, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01781, "loss_rpn_cls": 0.02089, "loss_rpn_bbox": 0.02963, "loss_cls": 0.15868, "acc": 94.20459, "loss_bbox": 0.19698, "loss_mask": 0.20994, "loss": 0.61612, "time": 0.67199} {"mode": "train", "epoch": 29, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.01571, "loss_rpn_cls": 0.01948, "loss_rpn_bbox": 0.02783, "loss_cls": 0.15456, "acc": 94.28979, "loss_bbox": 0.19423, "loss_mask": 0.20514, "loss": 0.60124, "time": 0.67241} {"mode": "train", "epoch": 29, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.01885, "loss_rpn_cls": 0.01964, "loss_rpn_bbox": 0.02997, "loss_cls": 0.15955, "acc": 94.06396, "loss_bbox": 0.19274, "loss_mask": 0.20376, "loss": 0.60567, "time": 0.67717} {"mode": "train", "epoch": 29, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.01743, "loss_rpn_cls": 0.02192, "loss_rpn_bbox": 0.02994, "loss_cls": 0.15346, "acc": 94.2439, "loss_bbox": 0.19262, "loss_mask": 0.19955, "loss": 0.59749, "time": 0.65877} {"mode": "train", "epoch": 29, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01642, "loss_rpn_cls": 0.02093, "loss_rpn_bbox": 0.02827, "loss_cls": 0.15379, "acc": 94.32129, "loss_bbox": 0.1896, "loss_mask": 0.20698, "loss": 0.59956, "time": 0.67257} {"mode": "train", "epoch": 29, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01572, "loss_rpn_cls": 0.02166, "loss_rpn_bbox": 0.02975, "loss_cls": 0.15623, "acc": 94.15771, "loss_bbox": 0.19353, "loss_mask": 0.20515, "loss": 0.60632, "time": 0.67438} {"mode": "train", "epoch": 29, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.01774, "loss_rpn_cls": 0.01858, "loss_rpn_bbox": 0.02743, "loss_cls": 0.14683, "acc": 94.53027, "loss_bbox": 0.183, "loss_mask": 0.20169, "loss": 0.57753, "time": 0.66752} {"mode": "train", "epoch": 29, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.01581, "loss_rpn_cls": 0.01914, "loss_rpn_bbox": 0.02642, "loss_cls": 0.14664, "acc": 94.61401, "loss_bbox": 0.18028, "loss_mask": 0.19697, "loss": 0.56946, "time": 0.67045} {"mode": "train", "epoch": 29, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.01486, "loss_rpn_cls": 0.01919, "loss_rpn_bbox": 0.02626, "loss_cls": 0.15081, "acc": 94.4873, "loss_bbox": 0.18756, "loss_mask": 0.19809, "loss": 0.5819, "time": 0.66438} {"mode": "train", "epoch": 29, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01804, "loss_rpn_cls": 0.01962, "loss_rpn_bbox": 0.02928, "loss_cls": 0.15238, "acc": 94.35986, "loss_bbox": 0.18897, "loss_mask": 0.19964, "loss": 0.58989, "time": 0.66508} {"mode": "train", "epoch": 29, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.01729, "loss_rpn_cls": 0.01771, "loss_rpn_bbox": 0.02748, "loss_cls": 0.14586, "acc": 94.62061, "loss_bbox": 0.18099, "loss_mask": 0.19275, "loss": 0.56479, "time": 0.67322} {"mode": "train", "epoch": 29, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01663, "loss_rpn_cls": 0.02061, "loss_rpn_bbox": 0.02866, "loss_cls": 0.14814, "acc": 94.55103, "loss_bbox": 0.1863, "loss_mask": 0.20154, "loss": 0.58525, "time": 0.66755} {"mode": "train", "epoch": 29, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.01745, "loss_rpn_cls": 0.02097, "loss_rpn_bbox": 0.02905, "loss_cls": 0.15008, "acc": 94.41553, "loss_bbox": 0.18537, "loss_mask": 0.20288, "loss": 0.58834, "time": 0.67667} {"mode": "train", "epoch": 29, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.01559, "loss_rpn_cls": 0.02002, "loss_rpn_bbox": 0.03044, "loss_cls": 0.1525, "acc": 94.31714, "loss_bbox": 0.19267, "loss_mask": 0.20085, "loss": 0.59648, "time": 0.67813} {"mode": "train", "epoch": 29, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.01702, "loss_rpn_cls": 0.01938, "loss_rpn_bbox": 0.02818, "loss_cls": 0.15165, "acc": 94.33252, "loss_bbox": 0.19316, "loss_mask": 0.20197, "loss": 0.59433, "time": 0.67272} {"mode": "train", "epoch": 29, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.01956, "loss_rpn_cls": 0.0212, "loss_rpn_bbox": 0.02818, "loss_cls": 0.15271, "acc": 94.42114, "loss_bbox": 0.182, "loss_mask": 0.19861, "loss": 0.5827, "time": 0.67138} {"mode": "train", "epoch": 29, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.0183, "loss_rpn_cls": 0.02084, "loss_rpn_bbox": 0.02959, "loss_cls": 0.15299, "acc": 94.34155, "loss_bbox": 0.19087, "loss_mask": 0.20053, "loss": 0.59483, "time": 0.66962} {"mode": "train", "epoch": 29, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.01889, "loss_rpn_cls": 0.02126, "loss_rpn_bbox": 0.02915, "loss_cls": 0.15655, "acc": 94.37842, "loss_bbox": 0.18816, "loss_mask": 0.19686, "loss": 0.592, "time": 0.66425} {"mode": "train", "epoch": 29, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.01545, "loss_rpn_cls": 0.02074, "loss_rpn_bbox": 0.02685, "loss_cls": 0.15215, "acc": 94.33716, "loss_bbox": 0.18847, "loss_mask": 0.1925, "loss": 0.5807, "time": 0.66665} {"mode": "train", "epoch": 29, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.01694, "loss_rpn_cls": 0.02052, "loss_rpn_bbox": 0.03071, "loss_cls": 0.15084, "acc": 94.3147, "loss_bbox": 0.18994, "loss_mask": 0.20367, "loss": 0.59568, "time": 0.68136} {"mode": "train", "epoch": 29, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.01735, "loss_rpn_cls": 0.01926, "loss_rpn_bbox": 0.02678, "loss_cls": 0.14346, "acc": 94.55273, "loss_bbox": 0.17795, "loss_mask": 0.1945, "loss": 0.56196, "time": 0.6706} {"mode": "train", "epoch": 29, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.01991, "loss_rpn_cls": 0.02078, "loss_rpn_bbox": 0.03076, "loss_cls": 0.15212, "acc": 94.18213, "loss_bbox": 0.18799, "loss_mask": 0.19869, "loss": 0.59034, "time": 0.67059} {"mode": "train", "epoch": 29, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.0199, "loss_rpn_cls": 0.01926, "loss_rpn_bbox": 0.02766, "loss_cls": 0.14583, "acc": 94.52197, "loss_bbox": 0.18627, "loss_mask": 0.19548, "loss": 0.5745, "time": 0.65546} {"mode": "train", "epoch": 29, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.01584, "loss_rpn_cls": 0.01999, "loss_rpn_bbox": 0.02921, "loss_cls": 0.15468, "acc": 94.36523, "loss_bbox": 0.19282, "loss_mask": 0.20026, "loss": 0.59695, "time": 0.67822} {"mode": "train", "epoch": 29, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.01615, "loss_rpn_cls": 0.0213, "loss_rpn_bbox": 0.02867, "loss_cls": 0.15631, "acc": 94.26538, "loss_bbox": 0.18824, "loss_mask": 0.1977, "loss": 0.59222, "time": 0.66918} {"mode": "train", "epoch": 29, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.01896, "loss_rpn_cls": 0.02079, "loss_rpn_bbox": 0.02863, "loss_cls": 0.153, "acc": 94.38477, "loss_bbox": 0.1873, "loss_mask": 0.20651, "loss": 0.59623, "time": 0.66772} {"mode": "train", "epoch": 29, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.01483, "loss_rpn_cls": 0.01865, "loss_rpn_bbox": 0.02763, "loss_cls": 0.14809, "acc": 94.54346, "loss_bbox": 0.18872, "loss_mask": 0.20379, "loss": 0.58688, "time": 0.65344} {"mode": "train", "epoch": 29, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.01824, "loss_rpn_cls": 0.0208, "loss_rpn_bbox": 0.02968, "loss_cls": 0.15767, "acc": 94.17017, "loss_bbox": 0.19306, "loss_mask": 0.20417, "loss": 0.60537, "time": 0.68153} {"mode": "train", "epoch": 29, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.0153, "loss_rpn_cls": 0.01985, "loss_rpn_bbox": 0.0272, "loss_cls": 0.15149, "acc": 94.47925, "loss_bbox": 0.18599, "loss_mask": 0.19773, "loss": 0.58225, "time": 0.66199} {"mode": "train", "epoch": 29, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.0169, "loss_rpn_cls": 0.01841, "loss_rpn_bbox": 0.02867, "loss_cls": 0.15075, "acc": 94.3772, "loss_bbox": 0.191, "loss_mask": 0.20384, "loss": 0.59266, "time": 0.67322} {"mode": "train", "epoch": 29, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.01759, "loss_rpn_cls": 0.0204, "loss_rpn_bbox": 0.02801, "loss_cls": 0.15131, "acc": 94.42725, "loss_bbox": 0.18774, "loss_mask": 0.19465, "loss": 0.58211, "time": 0.66646} {"mode": "train", "epoch": 29, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.01685, "loss_rpn_cls": 0.02267, "loss_rpn_bbox": 0.03014, "loss_cls": 0.15299, "acc": 94.20312, "loss_bbox": 0.19339, "loss_mask": 0.2019, "loss": 0.60109, "time": 0.6846} {"mode": "train", "epoch": 29, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.01865, "loss_rpn_cls": 0.01719, "loss_rpn_bbox": 0.02663, "loss_cls": 0.14851, "acc": 94.52539, "loss_bbox": 0.18618, "loss_mask": 0.19523, "loss": 0.57374, "time": 0.64984} {"mode": "train", "epoch": 29, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.01581, "loss_rpn_cls": 0.02293, "loss_rpn_bbox": 0.03116, "loss_cls": 0.16286, "acc": 93.98145, "loss_bbox": 0.20391, "loss_mask": 0.20837, "loss": 0.62924, "time": 0.68522} {"mode": "train", "epoch": 29, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.01684, "loss_rpn_cls": 0.02047, "loss_rpn_bbox": 0.02942, "loss_cls": 0.15209, "acc": 94.39429, "loss_bbox": 0.18857, "loss_mask": 0.2039, "loss": 0.59445, "time": 0.67136} {"mode": "train", "epoch": 29, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.01629, "loss_rpn_cls": 0.02175, "loss_rpn_bbox": 0.03115, "loss_cls": 0.16318, "acc": 93.95776, "loss_bbox": 0.20294, "loss_mask": 0.20899, "loss": 0.62801, "time": 0.68043} {"mode": "train", "epoch": 29, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01792, "loss_rpn_cls": 0.01708, "loss_rpn_bbox": 0.02602, "loss_cls": 0.1456, "acc": 94.57251, "loss_bbox": 0.18271, "loss_mask": 0.19948, "loss": 0.57089, "time": 0.6743} {"mode": "train", "epoch": 29, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.01763, "loss_rpn_cls": 0.01887, "loss_rpn_bbox": 0.02828, "loss_cls": 0.15496, "acc": 94.32227, "loss_bbox": 0.18875, "loss_mask": 0.20416, "loss": 0.59501, "time": 0.66969} {"mode": "train", "epoch": 29, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.01738, "loss_rpn_cls": 0.01924, "loss_rpn_bbox": 0.02796, "loss_cls": 0.15038, "acc": 94.46631, "loss_bbox": 0.18667, "loss_mask": 0.20208, "loss": 0.58633, "time": 0.66554} {"mode": "train", "epoch": 29, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.01655, "loss_rpn_cls": 0.0199, "loss_rpn_bbox": 0.02911, "loss_cls": 0.15892, "acc": 94.16748, "loss_bbox": 0.19162, "loss_mask": 0.20761, "loss": 0.60716, "time": 0.66605} {"mode": "train", "epoch": 29, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01683, "loss_rpn_cls": 0.0226, "loss_rpn_bbox": 0.02789, "loss_cls": 0.15508, "acc": 94.19385, "loss_bbox": 0.19067, "loss_mask": 0.20681, "loss": 0.60305, "time": 0.67245} {"mode": "train", "epoch": 29, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.01693, "loss_rpn_cls": 0.02109, "loss_rpn_bbox": 0.02853, "loss_cls": 0.15286, "acc": 94.36401, "loss_bbox": 0.1924, "loss_mask": 0.20235, "loss": 0.59723, "time": 0.66312} {"mode": "train", "epoch": 29, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.01737, "loss_rpn_cls": 0.02147, "loss_rpn_bbox": 0.02937, "loss_cls": 0.15561, "acc": 94.19336, "loss_bbox": 0.19768, "loss_mask": 0.20505, "loss": 0.60919, "time": 0.66209} {"mode": "train", "epoch": 29, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01696, "loss_rpn_cls": 0.01821, "loss_rpn_bbox": 0.02781, "loss_cls": 0.14987, "acc": 94.40332, "loss_bbox": 0.18622, "loss_mask": 0.19949, "loss": 0.5816, "time": 0.6761} {"mode": "train", "epoch": 29, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.01629, "loss_rpn_cls": 0.01836, "loss_rpn_bbox": 0.02585, "loss_cls": 0.14843, "acc": 94.54468, "loss_bbox": 0.18267, "loss_mask": 0.20054, "loss": 0.57584, "time": 0.66377} {"mode": "train", "epoch": 29, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.01625, "loss_rpn_cls": 0.02286, "loss_rpn_bbox": 0.02952, "loss_cls": 0.15813, "acc": 94.17554, "loss_bbox": 0.19375, "loss_mask": 0.20498, "loss": 0.60924, "time": 0.66379} {"mode": "train", "epoch": 29, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.01704, "loss_rpn_cls": 0.02205, "loss_rpn_bbox": 0.02902, "loss_cls": 0.15676, "acc": 94.2395, "loss_bbox": 0.19403, "loss_mask": 0.20298, "loss": 0.60483, "time": 0.67224} {"mode": "train", "epoch": 29, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.01753, "loss_rpn_cls": 0.02327, "loss_rpn_bbox": 0.029, "loss_cls": 0.15761, "acc": 94.21606, "loss_bbox": 0.19107, "loss_mask": 0.20564, "loss": 0.60658, "time": 0.67899} {"mode": "train", "epoch": 29, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.01685, "loss_rpn_cls": 0.01852, "loss_rpn_bbox": 0.0282, "loss_cls": 0.15055, "acc": 94.37866, "loss_bbox": 0.18505, "loss_mask": 0.20245, "loss": 0.58477, "time": 0.65799} {"mode": "train", "epoch": 29, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.01672, "loss_rpn_cls": 0.01869, "loss_rpn_bbox": 0.02823, "loss_cls": 0.1503, "acc": 94.42725, "loss_bbox": 0.19162, "loss_mask": 0.20075, "loss": 0.58959, "time": 0.67533} {"mode": "train", "epoch": 29, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01691, "loss_rpn_cls": 0.02088, "loss_rpn_bbox": 0.03003, "loss_cls": 0.15337, "acc": 94.45117, "loss_bbox": 0.19011, "loss_mask": 0.20276, "loss": 0.59715, "time": 0.67367} {"mode": "train", "epoch": 29, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01782, "loss_rpn_cls": 0.02077, "loss_rpn_bbox": 0.0293, "loss_cls": 0.15532, "acc": 94.26245, "loss_bbox": 0.19286, "loss_mask": 0.20338, "loss": 0.60162, "time": 0.66348} {"mode": "train", "epoch": 29, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.0164, "loss_rpn_cls": 0.01988, "loss_rpn_bbox": 0.0311, "loss_cls": 0.1526, "acc": 94.37305, "loss_bbox": 0.19021, "loss_mask": 0.20614, "loss": 0.59994, "time": 0.67915} {"mode": "train", "epoch": 29, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.0172, "loss_rpn_cls": 0.02002, "loss_rpn_bbox": 0.02834, "loss_cls": 0.15341, "acc": 94.36646, "loss_bbox": 0.19223, "loss_mask": 0.20246, "loss": 0.59646, "time": 0.67964} {"mode": "train", "epoch": 29, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.0182, "loss_rpn_cls": 0.01932, "loss_rpn_bbox": 0.02749, "loss_cls": 0.14605, "acc": 94.51514, "loss_bbox": 0.18122, "loss_mask": 0.20292, "loss": 0.577, "time": 0.6749} {"mode": "train", "epoch": 29, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.01712, "loss_rpn_cls": 0.02075, "loss_rpn_bbox": 0.02966, "loss_cls": 0.151, "acc": 94.33374, "loss_bbox": 0.19291, "loss_mask": 0.20035, "loss": 0.59467, "time": 0.69142} {"mode": "train", "epoch": 29, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.01781, "loss_rpn_cls": 0.01997, "loss_rpn_bbox": 0.02667, "loss_cls": 0.14944, "acc": 94.47925, "loss_bbox": 0.18609, "loss_mask": 0.19672, "loss": 0.57889, "time": 0.66728} {"mode": "train", "epoch": 29, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.01755, "loss_rpn_cls": 0.02065, "loss_rpn_bbox": 0.02843, "loss_cls": 0.14826, "acc": 94.48462, "loss_bbox": 0.18755, "loss_mask": 0.20675, "loss": 0.59164, "time": 0.67761} {"mode": "train", "epoch": 29, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.01471, "loss_rpn_cls": 0.01844, "loss_rpn_bbox": 0.02698, "loss_cls": 0.14801, "acc": 94.47754, "loss_bbox": 0.18537, "loss_mask": 0.20041, "loss": 0.57922, "time": 0.66349} {"mode": "train", "epoch": 29, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01974, "loss_rpn_cls": 0.01986, "loss_rpn_bbox": 0.02978, "loss_cls": 0.15561, "acc": 94.21558, "loss_bbox": 0.19447, "loss_mask": 0.20142, "loss": 0.60113, "time": 0.67989} {"mode": "train", "epoch": 29, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01634, "loss_rpn_cls": 0.02064, "loss_rpn_bbox": 0.0265, "loss_cls": 0.1435, "acc": 94.76025, "loss_bbox": 0.17725, "loss_mask": 0.20138, "loss": 0.56928, "time": 0.66825} {"mode": "val", "epoch": 29, "iter": 625, "lr": 0.0, "bbox_mAP": 0.5359, "bbox_mAP_50": 0.7525, "bbox_mAP_75": 0.5903, "bbox_mAP_s": 0.383, "bbox_mAP_m": 0.5775, "bbox_mAP_l": 0.6767, "bbox_mAP_copypaste": "0.5359 0.7525 0.5903 0.3830 0.5775 0.6767", "segm_mAP": 0.4722, "segm_mAP_50": 0.722, "segm_mAP_75": 0.514, "segm_mAP_s": 0.2862, "segm_mAP_m": 0.5086, "segm_mAP_l": 0.6647, "segm_mAP_copypaste": "0.4722 0.7220 0.5140 0.2862 0.5086 0.6647"} {"mode": "train", "epoch": 30, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.72847, "loss_rpn_cls": 0.01805, "loss_rpn_bbox": 0.02797, "loss_cls": 0.14491, "acc": 94.59619, "loss_bbox": 0.18013, "loss_mask": 0.19547, "loss": 0.56653, "time": 1.39161} {"mode": "train", "epoch": 30, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.01746, "loss_rpn_cls": 0.02076, "loss_rpn_bbox": 0.02808, "loss_cls": 0.14973, "acc": 94.46118, "loss_bbox": 0.1832, "loss_mask": 0.19807, "loss": 0.57985, "time": 0.65345} {"mode": "train", "epoch": 30, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.01683, "loss_rpn_cls": 0.02097, "loss_rpn_bbox": 0.02804, "loss_cls": 0.14792, "acc": 94.64478, "loss_bbox": 0.18351, "loss_mask": 0.20033, "loss": 0.58077, "time": 0.65974} {"mode": "train", "epoch": 30, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.01571, "loss_rpn_cls": 0.01948, "loss_rpn_bbox": 0.02806, "loss_cls": 0.14725, "acc": 94.50854, "loss_bbox": 0.18879, "loss_mask": 0.20521, "loss": 0.58879, "time": 0.66963} {"mode": "train", "epoch": 30, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.01586, "loss_rpn_cls": 0.01898, "loss_rpn_bbox": 0.02734, "loss_cls": 0.14727, "acc": 94.62012, "loss_bbox": 0.18491, "loss_mask": 0.1957, "loss": 0.57419, "time": 0.66574} {"mode": "train", "epoch": 30, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.01629, "loss_rpn_cls": 0.0184, "loss_rpn_bbox": 0.02868, "loss_cls": 0.1458, "acc": 94.59619, "loss_bbox": 0.18761, "loss_mask": 0.20268, "loss": 0.58318, "time": 0.66337} {"mode": "train", "epoch": 30, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.0187, "loss_rpn_cls": 0.0193, "loss_rpn_bbox": 0.02788, "loss_cls": 0.14596, "acc": 94.53687, "loss_bbox": 0.18379, "loss_mask": 0.19157, "loss": 0.5685, "time": 0.66889} {"mode": "train", "epoch": 30, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.01791, "loss_rpn_cls": 0.0198, "loss_rpn_bbox": 0.02894, "loss_cls": 0.15066, "acc": 94.45581, "loss_bbox": 0.18844, "loss_mask": 0.20001, "loss": 0.58784, "time": 0.67673} {"mode": "train", "epoch": 30, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.01862, "loss_rpn_cls": 0.01811, "loss_rpn_bbox": 0.02875, "loss_cls": 0.15199, "acc": 94.41968, "loss_bbox": 0.18838, "loss_mask": 0.2036, "loss": 0.59084, "time": 0.67162} {"mode": "train", "epoch": 30, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.01951, "loss_rpn_cls": 0.02147, "loss_rpn_bbox": 0.02991, "loss_cls": 0.15512, "acc": 94.26245, "loss_bbox": 0.19251, "loss_mask": 0.20334, "loss": 0.60234, "time": 0.66643} {"mode": "train", "epoch": 30, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01642, "loss_rpn_cls": 0.02, "loss_rpn_bbox": 0.0293, "loss_cls": 0.15052, "acc": 94.43555, "loss_bbox": 0.1905, "loss_mask": 0.2029, "loss": 0.59322, "time": 0.67177} {"mode": "train", "epoch": 30, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.0173, "loss_rpn_cls": 0.01852, "loss_rpn_bbox": 0.02676, "loss_cls": 0.14845, "acc": 94.61816, "loss_bbox": 0.18277, "loss_mask": 0.20095, "loss": 0.57745, "time": 0.67165} {"mode": "train", "epoch": 30, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.01754, "loss_rpn_cls": 0.02123, "loss_rpn_bbox": 0.02857, "loss_cls": 0.14906, "acc": 94.49976, "loss_bbox": 0.18489, "loss_mask": 0.20439, "loss": 0.58814, "time": 0.67019} {"mode": "train", "epoch": 30, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.01707, "loss_rpn_cls": 0.02205, "loss_rpn_bbox": 0.02936, "loss_cls": 0.15077, "acc": 94.36621, "loss_bbox": 0.18495, "loss_mask": 0.20171, "loss": 0.58884, "time": 0.67134} {"mode": "train", "epoch": 30, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.0183, "loss_rpn_cls": 0.02065, "loss_rpn_bbox": 0.02905, "loss_cls": 0.14878, "acc": 94.64038, "loss_bbox": 0.18063, "loss_mask": 0.19969, "loss": 0.5788, "time": 0.67207} {"mode": "train", "epoch": 30, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.01529, "loss_rpn_cls": 0.02126, "loss_rpn_bbox": 0.02878, "loss_cls": 0.15486, "acc": 94.36523, "loss_bbox": 0.19258, "loss_mask": 0.20003, "loss": 0.59752, "time": 0.6697} {"mode": "train", "epoch": 30, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.0173, "loss_rpn_cls": 0.02153, "loss_rpn_bbox": 0.02877, "loss_cls": 0.15429, "acc": 94.32739, "loss_bbox": 0.19101, "loss_mask": 0.2058, "loss": 0.60141, "time": 0.69195} {"mode": "train", "epoch": 30, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.01817, "loss_rpn_cls": 0.01904, "loss_rpn_bbox": 0.02766, "loss_cls": 0.1431, "acc": 94.77539, "loss_bbox": 0.18227, "loss_mask": 0.20182, "loss": 0.57388, "time": 0.67305} {"mode": "train", "epoch": 30, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.0162, "loss_rpn_cls": 0.01896, "loss_rpn_bbox": 0.0269, "loss_cls": 0.14801, "acc": 94.5293, "loss_bbox": 0.18493, "loss_mask": 0.19929, "loss": 0.57808, "time": 0.69058} {"mode": "train", "epoch": 30, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.01746, "loss_rpn_cls": 0.02201, "loss_rpn_bbox": 0.02885, "loss_cls": 0.15633, "acc": 94.20337, "loss_bbox": 0.19355, "loss_mask": 0.20607, "loss": 0.60682, "time": 0.66736} {"mode": "train", "epoch": 30, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01835, "loss_rpn_cls": 0.02064, "loss_rpn_bbox": 0.02984, "loss_cls": 0.14592, "acc": 94.60205, "loss_bbox": 0.18718, "loss_mask": 0.20221, "loss": 0.58578, "time": 0.66486} {"mode": "train", "epoch": 30, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.01786, "loss_rpn_cls": 0.02029, "loss_rpn_bbox": 0.03003, "loss_cls": 0.16213, "acc": 93.96045, "loss_bbox": 0.20055, "loss_mask": 0.21096, "loss": 0.62396, "time": 0.66934} {"mode": "train", "epoch": 30, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.01917, "loss_rpn_cls": 0.02127, "loss_rpn_bbox": 0.02888, "loss_cls": 0.154, "acc": 94.28369, "loss_bbox": 0.19325, "loss_mask": 0.20503, "loss": 0.60242, "time": 0.69848} {"mode": "train", "epoch": 30, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.01684, "loss_rpn_cls": 0.01879, "loss_rpn_bbox": 0.02886, "loss_cls": 0.14826, "acc": 94.53027, "loss_bbox": 0.18474, "loss_mask": 0.19945, "loss": 0.5801, "time": 0.67037} {"mode": "train", "epoch": 30, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.01491, "loss_rpn_cls": 0.01937, "loss_rpn_bbox": 0.02731, "loss_cls": 0.15039, "acc": 94.42578, "loss_bbox": 0.18262, "loss_mask": 0.20385, "loss": 0.58353, "time": 0.66302} {"mode": "train", "epoch": 30, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.01572, "loss_rpn_cls": 0.01843, "loss_rpn_bbox": 0.02668, "loss_cls": 0.14331, "acc": 94.65015, "loss_bbox": 0.18092, "loss_mask": 0.19773, "loss": 0.56707, "time": 0.66401} {"mode": "train", "epoch": 30, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01613, "loss_rpn_cls": 0.0187, "loss_rpn_bbox": 0.02661, "loss_cls": 0.15008, "acc": 94.45459, "loss_bbox": 0.19324, "loss_mask": 0.20452, "loss": 0.59314, "time": 0.67886} {"mode": "train", "epoch": 30, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01683, "loss_rpn_cls": 0.01828, "loss_rpn_bbox": 0.02673, "loss_cls": 0.14232, "acc": 94.75757, "loss_bbox": 0.17711, "loss_mask": 0.19406, "loss": 0.5585, "time": 0.66988} {"mode": "train", "epoch": 30, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.0178, "loss_rpn_cls": 0.02245, "loss_rpn_bbox": 0.02921, "loss_cls": 0.15299, "acc": 94.24731, "loss_bbox": 0.19393, "loss_mask": 0.20446, "loss": 0.60304, "time": 0.67323} {"mode": "train", "epoch": 30, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.01782, "loss_rpn_cls": 0.02157, "loss_rpn_bbox": 0.02835, "loss_cls": 0.15081, "acc": 94.3457, "loss_bbox": 0.18845, "loss_mask": 0.20336, "loss": 0.59254, "time": 0.66445} {"mode": "train", "epoch": 30, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.01468, "loss_rpn_cls": 0.01815, "loss_rpn_bbox": 0.02649, "loss_cls": 0.14237, "acc": 94.72168, "loss_bbox": 0.17395, "loss_mask": 0.19624, "loss": 0.5572, "time": 0.66903} {"mode": "train", "epoch": 30, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.01906, "loss_rpn_cls": 0.01887, "loss_rpn_bbox": 0.02683, "loss_cls": 0.15134, "acc": 94.43506, "loss_bbox": 0.18941, "loss_mask": 0.2036, "loss": 0.59005, "time": 0.65853} {"mode": "train", "epoch": 30, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.01615, "loss_rpn_cls": 0.0192, "loss_rpn_bbox": 0.02559, "loss_cls": 0.13494, "acc": 95.08984, "loss_bbox": 0.17204, "loss_mask": 0.19678, "loss": 0.54856, "time": 0.6638} {"mode": "train", "epoch": 30, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.01563, "loss_rpn_cls": 0.02151, "loss_rpn_bbox": 0.02907, "loss_cls": 0.15476, "acc": 94.36548, "loss_bbox": 0.19172, "loss_mask": 0.20076, "loss": 0.59782, "time": 0.65967} {"mode": "train", "epoch": 30, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.01612, "loss_rpn_cls": 0.01658, "loss_rpn_bbox": 0.02799, "loss_cls": 0.14366, "acc": 94.58057, "loss_bbox": 0.18457, "loss_mask": 0.19893, "loss": 0.57173, "time": 0.66906} {"mode": "train", "epoch": 30, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.01823, "loss_rpn_cls": 0.01951, "loss_rpn_bbox": 0.02713, "loss_cls": 0.14174, "acc": 94.7251, "loss_bbox": 0.17991, "loss_mask": 0.20147, "loss": 0.56975, "time": 0.67638} {"mode": "train", "epoch": 30, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.01952, "loss_rpn_cls": 0.01942, "loss_rpn_bbox": 0.0279, "loss_cls": 0.14496, "acc": 94.65869, "loss_bbox": 0.18595, "loss_mask": 0.20814, "loss": 0.58637, "time": 0.66684} {"mode": "train", "epoch": 30, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.01688, "loss_rpn_cls": 0.01946, "loss_rpn_bbox": 0.02816, "loss_cls": 0.14555, "acc": 94.54932, "loss_bbox": 0.18217, "loss_mask": 0.19993, "loss": 0.57526, "time": 0.68356} {"mode": "train", "epoch": 30, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.02053, "loss_rpn_cls": 0.02094, "loss_rpn_bbox": 0.02948, "loss_cls": 0.15348, "acc": 94.2771, "loss_bbox": 0.19486, "loss_mask": 0.20751, "loss": 0.60626, "time": 0.67213} {"mode": "train", "epoch": 30, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.0164, "loss_rpn_cls": 0.01825, "loss_rpn_bbox": 0.0265, "loss_cls": 0.14647, "acc": 94.58569, "loss_bbox": 0.18355, "loss_mask": 0.20034, "loss": 0.57509, "time": 0.66904} {"mode": "train", "epoch": 30, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.01708, "loss_rpn_cls": 0.01982, "loss_rpn_bbox": 0.0305, "loss_cls": 0.15543, "acc": 94.13086, "loss_bbox": 0.1939, "loss_mask": 0.20459, "loss": 0.60425, "time": 0.68042} {"mode": "train", "epoch": 30, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.01644, "loss_rpn_cls": 0.01847, "loss_rpn_bbox": 0.02831, "loss_cls": 0.1479, "acc": 94.58618, "loss_bbox": 0.18478, "loss_mask": 0.20198, "loss": 0.58144, "time": 0.66067} {"mode": "train", "epoch": 30, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.01863, "loss_rpn_cls": 0.02077, "loss_rpn_bbox": 0.02999, "loss_cls": 0.15306, "acc": 94.34131, "loss_bbox": 0.1886, "loss_mask": 0.20121, "loss": 0.59363, "time": 0.67979} {"mode": "train", "epoch": 30, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.01578, "loss_rpn_cls": 0.01862, "loss_rpn_bbox": 0.02774, "loss_cls": 0.15275, "acc": 94.33643, "loss_bbox": 0.19093, "loss_mask": 0.20042, "loss": 0.59045, "time": 0.68137} {"mode": "train", "epoch": 30, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.02118, "loss_rpn_cls": 0.01911, "loss_rpn_bbox": 0.02864, "loss_cls": 0.15309, "acc": 94.33716, "loss_bbox": 0.19036, "loss_mask": 0.20074, "loss": 0.59193, "time": 0.66706} {"mode": "train", "epoch": 30, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.01769, "loss_rpn_cls": 0.0201, "loss_rpn_bbox": 0.02817, "loss_cls": 0.15009, "acc": 94.4187, "loss_bbox": 0.18822, "loss_mask": 0.20561, "loss": 0.59219, "time": 0.66936} {"mode": "train", "epoch": 30, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.01864, "loss_rpn_cls": 0.01947, "loss_rpn_bbox": 0.02918, "loss_cls": 0.1507, "acc": 94.42358, "loss_bbox": 0.18915, "loss_mask": 0.2036, "loss": 0.5921, "time": 0.66572} {"mode": "train", "epoch": 30, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.01667, "loss_rpn_cls": 0.01736, "loss_rpn_bbox": 0.02607, "loss_cls": 0.13927, "acc": 94.91382, "loss_bbox": 0.17484, "loss_mask": 0.19993, "loss": 0.55746, "time": 0.6714} {"mode": "train", "epoch": 30, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.0164, "loss_rpn_cls": 0.0215, "loss_rpn_bbox": 0.02865, "loss_cls": 0.15375, "acc": 94.32959, "loss_bbox": 0.18914, "loss_mask": 0.20364, "loss": 0.59668, "time": 0.67717} {"mode": "train", "epoch": 30, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.01607, "loss_rpn_cls": 0.02032, "loss_rpn_bbox": 0.02795, "loss_cls": 0.15405, "acc": 94.41431, "loss_bbox": 0.19019, "loss_mask": 0.20708, "loss": 0.59957, "time": 0.67211} {"mode": "train", "epoch": 30, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.01618, "loss_rpn_cls": 0.02104, "loss_rpn_bbox": 0.02839, "loss_cls": 0.15575, "acc": 94.23218, "loss_bbox": 0.1972, "loss_mask": 0.20715, "loss": 0.60952, "time": 0.66641} {"mode": "train", "epoch": 30, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.01761, "loss_rpn_cls": 0.0197, "loss_rpn_bbox": 0.02711, "loss_cls": 0.14822, "acc": 94.40405, "loss_bbox": 0.18465, "loss_mask": 0.199, "loss": 0.57868, "time": 0.66263} {"mode": "train", "epoch": 30, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.01754, "loss_rpn_cls": 0.01929, "loss_rpn_bbox": 0.02851, "loss_cls": 0.14575, "acc": 94.61377, "loss_bbox": 0.18485, "loss_mask": 0.19277, "loss": 0.57117, "time": 0.67558} {"mode": "train", "epoch": 30, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.01684, "loss_rpn_cls": 0.01831, "loss_rpn_bbox": 0.02686, "loss_cls": 0.14664, "acc": 94.55005, "loss_bbox": 0.18625, "loss_mask": 0.19975, "loss": 0.57781, "time": 0.68157} {"mode": "train", "epoch": 30, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.0154, "loss_rpn_cls": 0.02045, "loss_rpn_bbox": 0.02945, "loss_cls": 0.15916, "acc": 94.14014, "loss_bbox": 0.19681, "loss_mask": 0.20438, "loss": 0.61024, "time": 0.67633} {"mode": "train", "epoch": 30, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.01782, "loss_rpn_cls": 0.01804, "loss_rpn_bbox": 0.02733, "loss_cls": 0.14272, "acc": 94.66504, "loss_bbox": 0.18458, "loss_mask": 0.20314, "loss": 0.57581, "time": 0.68784} {"mode": "train", "epoch": 30, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.01677, "loss_rpn_cls": 0.02046, "loss_rpn_bbox": 0.02857, "loss_cls": 0.15516, "acc": 94.16675, "loss_bbox": 0.19433, "loss_mask": 0.20467, "loss": 0.60319, "time": 0.67485} {"mode": "train", "epoch": 30, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.01564, "loss_rpn_cls": 0.02045, "loss_rpn_bbox": 0.02829, "loss_cls": 0.14716, "acc": 94.47021, "loss_bbox": 0.19037, "loss_mask": 0.20263, "loss": 0.58891, "time": 0.68068} {"mode": "train", "epoch": 30, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.01651, "loss_rpn_cls": 0.01854, "loss_rpn_bbox": 0.02806, "loss_cls": 0.14631, "acc": 94.55493, "loss_bbox": 0.18325, "loss_mask": 0.20092, "loss": 0.5771, "time": 0.67812} {"mode": "train", "epoch": 30, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.01797, "loss_rpn_cls": 0.02002, "loss_rpn_bbox": 0.02717, "loss_cls": 0.14584, "acc": 94.4939, "loss_bbox": 0.18188, "loss_mask": 0.20359, "loss": 0.5785, "time": 0.67467} {"mode": "train", "epoch": 30, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.01525, "loss_rpn_cls": 0.02067, "loss_rpn_bbox": 0.02988, "loss_cls": 0.15131, "acc": 94.39746, "loss_bbox": 0.19013, "loss_mask": 0.20587, "loss": 0.59786, "time": 0.66528} {"mode": "train", "epoch": 30, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.01466, "loss_rpn_cls": 0.02095, "loss_rpn_bbox": 0.02984, "loss_cls": 0.15396, "acc": 94.29199, "loss_bbox": 0.19327, "loss_mask": 0.20381, "loss": 0.60183, "time": 0.67094} {"mode": "train", "epoch": 30, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.01702, "loss_rpn_cls": 0.0187, "loss_rpn_bbox": 0.02608, "loss_cls": 0.14339, "acc": 94.66357, "loss_bbox": 0.17978, "loss_mask": 0.19886, "loss": 0.56681, "time": 0.65733} {"mode": "train", "epoch": 30, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01978, "loss_rpn_cls": 0.02001, "loss_rpn_bbox": 0.02863, "loss_cls": 0.15204, "acc": 94.3877, "loss_bbox": 0.18894, "loss_mask": 0.19955, "loss": 0.58917, "time": 0.67938} {"mode": "train", "epoch": 30, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.01645, "loss_rpn_cls": 0.01798, "loss_rpn_bbox": 0.02501, "loss_cls": 0.14788, "acc": 94.60376, "loss_bbox": 0.18046, "loss_mask": 0.19949, "loss": 0.57082, "time": 0.65504} {"mode": "train", "epoch": 30, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01675, "loss_rpn_cls": 0.01798, "loss_rpn_bbox": 0.02787, "loss_cls": 0.14593, "acc": 94.55029, "loss_bbox": 0.19184, "loss_mask": 0.20363, "loss": 0.58724, "time": 0.66909} {"mode": "train", "epoch": 30, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.01692, "loss_rpn_cls": 0.02002, "loss_rpn_bbox": 0.02801, "loss_cls": 0.1482, "acc": 94.49976, "loss_bbox": 0.19085, "loss_mask": 0.20548, "loss": 0.59256, "time": 0.67546} {"mode": "train", "epoch": 30, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.01561, "loss_rpn_cls": 0.02037, "loss_rpn_bbox": 0.0285, "loss_cls": 0.1505, "acc": 94.43604, "loss_bbox": 0.18716, "loss_mask": 0.2049, "loss": 0.59143, "time": 0.67204} {"mode": "train", "epoch": 30, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.01819, "loss_rpn_cls": 0.01944, "loss_rpn_bbox": 0.02898, "loss_cls": 0.14677, "acc": 94.59424, "loss_bbox": 0.18679, "loss_mask": 0.2037, "loss": 0.58568, "time": 0.675} {"mode": "train", "epoch": 30, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.01866, "loss_rpn_cls": 0.02187, "loss_rpn_bbox": 0.02898, "loss_cls": 0.15268, "acc": 94.32617, "loss_bbox": 0.19105, "loss_mask": 0.2066, "loss": 0.60117, "time": 0.68141} {"mode": "train", "epoch": 30, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.01648, "loss_rpn_cls": 0.01912, "loss_rpn_bbox": 0.02889, "loss_cls": 0.15073, "acc": 94.37427, "loss_bbox": 0.19438, "loss_mask": 0.20254, "loss": 0.59565, "time": 0.67466} {"mode": "train", "epoch": 30, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.01618, "loss_rpn_cls": 0.02081, "loss_rpn_bbox": 0.02935, "loss_cls": 0.14302, "acc": 94.60864, "loss_bbox": 0.18507, "loss_mask": 0.2007, "loss": 0.57895, "time": 0.67014} {"mode": "train", "epoch": 30, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.0181, "loss_rpn_cls": 0.019, "loss_rpn_bbox": 0.02993, "loss_cls": 0.15869, "acc": 94.08813, "loss_bbox": 0.19682, "loss_mask": 0.20639, "loss": 0.61083, "time": 0.67492} {"mode": "train", "epoch": 30, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.02042, "loss_rpn_cls": 0.01874, "loss_rpn_bbox": 0.02672, "loss_cls": 0.14538, "acc": 94.54028, "loss_bbox": 0.18572, "loss_mask": 0.20291, "loss": 0.57947, "time": 0.67745} {"mode": "train", "epoch": 30, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01621, "loss_rpn_cls": 0.0195, "loss_rpn_bbox": 0.02592, "loss_cls": 0.15085, "acc": 94.46021, "loss_bbox": 0.18399, "loss_mask": 0.20453, "loss": 0.58478, "time": 0.67301} {"mode": "train", "epoch": 30, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01713, "loss_rpn_cls": 0.02, "loss_rpn_bbox": 0.02811, "loss_cls": 0.14474, "acc": 94.53467, "loss_bbox": 0.1837, "loss_mask": 0.19683, "loss": 0.57338, "time": 0.66843} {"mode": "train", "epoch": 30, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01663, "loss_rpn_cls": 0.01873, "loss_rpn_bbox": 0.02751, "loss_cls": 0.14932, "acc": 94.53906, "loss_bbox": 0.1897, "loss_mask": 0.2012, "loss": 0.58646, "time": 0.67114} {"mode": "train", "epoch": 30, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01672, "loss_rpn_cls": 0.02085, "loss_rpn_bbox": 0.0293, "loss_cls": 0.15596, "acc": 94.22778, "loss_bbox": 0.19446, "loss_mask": 0.20295, "loss": 0.60353, "time": 0.67042} {"mode": "train", "epoch": 30, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.01628, "loss_rpn_cls": 0.01985, "loss_rpn_bbox": 0.0292, "loss_cls": 0.14566, "acc": 94.60181, "loss_bbox": 0.18285, "loss_mask": 0.19846, "loss": 0.57602, "time": 0.67677} {"mode": "train", "epoch": 30, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.01868, "loss_rpn_cls": 0.01935, "loss_rpn_bbox": 0.02841, "loss_cls": 0.14891, "acc": 94.54028, "loss_bbox": 0.18745, "loss_mask": 0.19806, "loss": 0.58217, "time": 0.66783} {"mode": "train", "epoch": 30, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01941, "loss_rpn_cls": 0.01874, "loss_rpn_bbox": 0.02602, "loss_cls": 0.1488, "acc": 94.40894, "loss_bbox": 0.18271, "loss_mask": 0.20063, "loss": 0.5769, "time": 0.66897} {"mode": "train", "epoch": 30, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.01923, "loss_rpn_cls": 0.02099, "loss_rpn_bbox": 0.0298, "loss_cls": 0.15276, "acc": 94.33472, "loss_bbox": 0.19411, "loss_mask": 0.20225, "loss": 0.59991, "time": 0.67882} {"mode": "train", "epoch": 30, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.01907, "loss_rpn_cls": 0.02131, "loss_rpn_bbox": 0.02718, "loss_cls": 0.15412, "acc": 94.33276, "loss_bbox": 0.18662, "loss_mask": 0.20337, "loss": 0.59259, "time": 0.66817} {"mode": "train", "epoch": 30, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.01715, "loss_rpn_cls": 0.02312, "loss_rpn_bbox": 0.03118, "loss_cls": 0.15994, "acc": 94.16748, "loss_bbox": 0.19654, "loss_mask": 0.20652, "loss": 0.6173, "time": 0.67143} {"mode": "train", "epoch": 30, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.01811, "loss_rpn_cls": 0.01997, "loss_rpn_bbox": 0.02802, "loss_cls": 0.14344, "acc": 94.68433, "loss_bbox": 0.18561, "loss_mask": 0.20363, "loss": 0.58067, "time": 0.66693} {"mode": "train", "epoch": 30, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01757, "loss_rpn_cls": 0.02006, "loss_rpn_bbox": 0.0281, "loss_cls": 0.14546, "acc": 94.61523, "loss_bbox": 0.18249, "loss_mask": 0.19664, "loss": 0.57275, "time": 0.65475} {"mode": "train", "epoch": 30, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.01721, "loss_rpn_cls": 0.02081, "loss_rpn_bbox": 0.02838, "loss_cls": 0.1518, "acc": 94.34619, "loss_bbox": 0.19104, "loss_mask": 0.20268, "loss": 0.59471, "time": 0.67117} {"mode": "train", "epoch": 30, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.01643, "loss_rpn_cls": 0.02038, "loss_rpn_bbox": 0.02707, "loss_cls": 0.1416, "acc": 94.6748, "loss_bbox": 0.17849, "loss_mask": 0.19609, "loss": 0.56362, "time": 0.67871} {"mode": "train", "epoch": 30, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.01616, "loss_rpn_cls": 0.01819, "loss_rpn_bbox": 0.0277, "loss_cls": 0.14819, "acc": 94.44775, "loss_bbox": 0.18578, "loss_mask": 0.2012, "loss": 0.58106, "time": 0.66875} {"mode": "train", "epoch": 30, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01656, "loss_rpn_cls": 0.02058, "loss_rpn_bbox": 0.02721, "loss_cls": 0.15205, "acc": 94.37134, "loss_bbox": 0.18814, "loss_mask": 0.19765, "loss": 0.58564, "time": 0.68041} {"mode": "train", "epoch": 30, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01896, "loss_rpn_cls": 0.01889, "loss_rpn_bbox": 0.03014, "loss_cls": 0.15757, "acc": 94.24243, "loss_bbox": 0.19594, "loss_mask": 0.20953, "loss": 0.61207, "time": 0.66589} {"mode": "train", "epoch": 30, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.01926, "loss_rpn_cls": 0.02, "loss_rpn_bbox": 0.02837, "loss_cls": 0.14963, "acc": 94.42847, "loss_bbox": 0.19079, "loss_mask": 0.20413, "loss": 0.59293, "time": 0.66768} {"mode": "train", "epoch": 30, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.01905, "loss_rpn_cls": 0.01994, "loss_rpn_bbox": 0.02919, "loss_cls": 0.15944, "acc": 94.09448, "loss_bbox": 0.19901, "loss_mask": 0.20683, "loss": 0.61441, "time": 0.67625} {"mode": "train", "epoch": 30, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.0172, "loss_rpn_cls": 0.01944, "loss_rpn_bbox": 0.02875, "loss_cls": 0.15603, "acc": 94.14429, "loss_bbox": 0.19585, "loss_mask": 0.20644, "loss": 0.60652, "time": 0.67376} {"mode": "train", "epoch": 30, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01448, "loss_rpn_cls": 0.02261, "loss_rpn_bbox": 0.02736, "loss_cls": 0.14773, "acc": 94.6333, "loss_bbox": 0.18213, "loss_mask": 0.20292, "loss": 0.58275, "time": 0.67042} {"mode": "train", "epoch": 30, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.01687, "loss_rpn_cls": 0.01901, "loss_rpn_bbox": 0.02839, "loss_cls": 0.14881, "acc": 94.51172, "loss_bbox": 0.19121, "loss_mask": 0.20365, "loss": 0.59107, "time": 0.66599} {"mode": "train", "epoch": 30, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01785, "loss_rpn_cls": 0.02007, "loss_rpn_bbox": 0.02891, "loss_cls": 0.14812, "acc": 94.52441, "loss_bbox": 0.18305, "loss_mask": 0.20331, "loss": 0.58346, "time": 0.6661} {"mode": "train", "epoch": 30, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.01717, "loss_rpn_cls": 0.02147, "loss_rpn_bbox": 0.02785, "loss_cls": 0.14857, "acc": 94.45435, "loss_bbox": 0.18388, "loss_mask": 0.2027, "loss": 0.58447, "time": 0.66958} {"mode": "train", "epoch": 30, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.0161, "loss_rpn_cls": 0.01992, "loss_rpn_bbox": 0.02909, "loss_cls": 0.14822, "acc": 94.38037, "loss_bbox": 0.1927, "loss_mask": 0.2022, "loss": 0.59214, "time": 0.67457} {"mode": "train", "epoch": 30, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.01737, "loss_rpn_cls": 0.01944, "loss_rpn_bbox": 0.02789, "loss_cls": 0.15522, "acc": 94.26123, "loss_bbox": 0.19336, "loss_mask": 0.19456, "loss": 0.59047, "time": 0.68099} {"mode": "train", "epoch": 30, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.01691, "loss_rpn_cls": 0.01995, "loss_rpn_bbox": 0.0299, "loss_cls": 0.14888, "acc": 94.52173, "loss_bbox": 0.18585, "loss_mask": 0.20325, "loss": 0.58783, "time": 0.66585} {"mode": "train", "epoch": 30, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.01709, "loss_rpn_cls": 0.02048, "loss_rpn_bbox": 0.02915, "loss_cls": 0.15623, "acc": 94.21289, "loss_bbox": 0.19387, "loss_mask": 0.20143, "loss": 0.60115, "time": 0.67919} {"mode": "train", "epoch": 30, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.01684, "loss_rpn_cls": 0.01854, "loss_rpn_bbox": 0.02657, "loss_cls": 0.14173, "acc": 94.7854, "loss_bbox": 0.17824, "loss_mask": 0.19296, "loss": 0.55804, "time": 0.66633} {"mode": "train", "epoch": 30, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.0176, "loss_rpn_cls": 0.0215, "loss_rpn_bbox": 0.02919, "loss_cls": 0.15636, "acc": 94.20337, "loss_bbox": 0.19663, "loss_mask": 0.20536, "loss": 0.60903, "time": 0.67847} {"mode": "train", "epoch": 30, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.01806, "loss_rpn_cls": 0.02097, "loss_rpn_bbox": 0.02847, "loss_cls": 0.1524, "acc": 94.38184, "loss_bbox": 0.19066, "loss_mask": 0.20521, "loss": 0.59772, "time": 0.66987} {"mode": "train", "epoch": 30, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.02081, "loss_rpn_cls": 0.02136, "loss_rpn_bbox": 0.0315, "loss_cls": 0.1576, "acc": 94.11182, "loss_bbox": 0.19672, "loss_mask": 0.20222, "loss": 0.6094, "time": 0.6782} {"mode": "train", "epoch": 30, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.01808, "loss_rpn_cls": 0.02197, "loss_rpn_bbox": 0.03038, "loss_cls": 0.16197, "acc": 94.0498, "loss_bbox": 0.19923, "loss_mask": 0.20584, "loss": 0.61939, "time": 0.67435} {"mode": "train", "epoch": 30, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.019, "loss_rpn_cls": 0.01871, "loss_rpn_bbox": 0.02832, "loss_cls": 0.152, "acc": 94.43164, "loss_bbox": 0.18992, "loss_mask": 0.19679, "loss": 0.58574, "time": 0.6776} {"mode": "train", "epoch": 30, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.01916, "loss_rpn_cls": 0.01874, "loss_rpn_bbox": 0.02679, "loss_cls": 0.14737, "acc": 94.53101, "loss_bbox": 0.18968, "loss_mask": 0.19748, "loss": 0.58007, "time": 0.66454} {"mode": "train", "epoch": 30, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.01636, "loss_rpn_cls": 0.01846, "loss_rpn_bbox": 0.02674, "loss_cls": 0.14469, "acc": 94.68042, "loss_bbox": 0.18187, "loss_mask": 0.20109, "loss": 0.57286, "time": 0.67028} {"mode": "train", "epoch": 30, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.01539, "loss_rpn_cls": 0.0197, "loss_rpn_bbox": 0.02726, "loss_cls": 0.1485, "acc": 94.48145, "loss_bbox": 0.18793, "loss_mask": 0.20162, "loss": 0.58502, "time": 0.66956} {"mode": "train", "epoch": 30, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.01995, "loss_rpn_cls": 0.02026, "loss_rpn_bbox": 0.02991, "loss_cls": 0.15584, "acc": 94.12231, "loss_bbox": 0.1953, "loss_mask": 0.20345, "loss": 0.60476, "time": 0.6662} {"mode": "train", "epoch": 30, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.01654, "loss_rpn_cls": 0.01953, "loss_rpn_bbox": 0.02841, "loss_cls": 0.15176, "acc": 94.35938, "loss_bbox": 0.19105, "loss_mask": 0.20951, "loss": 0.60025, "time": 0.68052} {"mode": "train", "epoch": 30, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.01941, "loss_rpn_cls": 0.02066, "loss_rpn_bbox": 0.03056, "loss_cls": 0.14995, "acc": 94.44238, "loss_bbox": 0.18988, "loss_mask": 0.20131, "loss": 0.59236, "time": 0.67174} {"mode": "train", "epoch": 30, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.01798, "loss_rpn_cls": 0.02186, "loss_rpn_bbox": 0.03021, "loss_cls": 0.15989, "acc": 94.11816, "loss_bbox": 0.19908, "loss_mask": 0.21004, "loss": 0.62109, "time": 0.66699} {"mode": "train", "epoch": 30, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.01631, "loss_rpn_cls": 0.01957, "loss_rpn_bbox": 0.02737, "loss_cls": 0.15039, "acc": 94.3772, "loss_bbox": 0.18564, "loss_mask": 0.20256, "loss": 0.58553, "time": 0.66248} {"mode": "train", "epoch": 30, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.01741, "loss_rpn_cls": 0.01935, "loss_rpn_bbox": 0.02828, "loss_cls": 0.1521, "acc": 94.37695, "loss_bbox": 0.18893, "loss_mask": 0.20456, "loss": 0.59322, "time": 0.66825} {"mode": "train", "epoch": 30, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.0187, "loss_rpn_cls": 0.01862, "loss_rpn_bbox": 0.02934, "loss_cls": 0.15344, "acc": 94.32349, "loss_bbox": 0.1969, "loss_mask": 0.20226, "loss": 0.60055, "time": 0.67244} {"mode": "train", "epoch": 30, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.01766, "loss_rpn_cls": 0.01856, "loss_rpn_bbox": 0.02863, "loss_cls": 0.15166, "acc": 94.35156, "loss_bbox": 0.19107, "loss_mask": 0.20258, "loss": 0.59249, "time": 0.67414} {"mode": "train", "epoch": 30, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.01428, "loss_rpn_cls": 0.01955, "loss_rpn_bbox": 0.02878, "loss_cls": 0.15217, "acc": 94.43823, "loss_bbox": 0.18536, "loss_mask": 0.20466, "loss": 0.59052, "time": 0.67486} {"mode": "train", "epoch": 30, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.01621, "loss_rpn_cls": 0.02102, "loss_rpn_bbox": 0.02798, "loss_cls": 0.15544, "acc": 94.30127, "loss_bbox": 0.19032, "loss_mask": 0.20233, "loss": 0.59708, "time": 0.67656} {"mode": "train", "epoch": 30, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01718, "loss_rpn_cls": 0.02055, "loss_rpn_bbox": 0.02769, "loss_cls": 0.14824, "acc": 94.49829, "loss_bbox": 0.18628, "loss_mask": 0.20085, "loss": 0.58361, "time": 0.66724} {"mode": "train", "epoch": 30, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.01741, "loss_rpn_cls": 0.0195, "loss_rpn_bbox": 0.02865, "loss_cls": 0.1533, "acc": 94.29199, "loss_bbox": 0.19293, "loss_mask": 0.20006, "loss": 0.59445, "time": 0.66332} {"mode": "train", "epoch": 30, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.01788, "loss_rpn_cls": 0.02021, "loss_rpn_bbox": 0.0296, "loss_cls": 0.15295, "acc": 94.41553, "loss_bbox": 0.18766, "loss_mask": 0.20225, "loss": 0.59266, "time": 0.67485} {"mode": "train", "epoch": 30, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.01823, "loss_rpn_cls": 0.02016, "loss_rpn_bbox": 0.02853, "loss_cls": 0.14897, "acc": 94.5083, "loss_bbox": 0.18955, "loss_mask": 0.20392, "loss": 0.59114, "time": 0.67899} {"mode": "train", "epoch": 30, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01692, "loss_rpn_cls": 0.01962, "loss_rpn_bbox": 0.02864, "loss_cls": 0.14627, "acc": 94.4856, "loss_bbox": 0.18834, "loss_mask": 0.19992, "loss": 0.58278, "time": 0.66878} {"mode": "train", "epoch": 30, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.01665, "loss_rpn_cls": 0.01759, "loss_rpn_bbox": 0.0269, "loss_cls": 0.14476, "acc": 94.63843, "loss_bbox": 0.18102, "loss_mask": 0.20401, "loss": 0.57428, "time": 0.67288} {"mode": "train", "epoch": 30, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.01655, "loss_rpn_cls": 0.0178, "loss_rpn_bbox": 0.02719, "loss_cls": 0.14852, "acc": 94.44385, "loss_bbox": 0.18441, "loss_mask": 0.20016, "loss": 0.57808, "time": 0.66442} {"mode": "train", "epoch": 30, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01607, "loss_rpn_cls": 0.02037, "loss_rpn_bbox": 0.02882, "loss_cls": 0.1547, "acc": 94.28491, "loss_bbox": 0.19068, "loss_mask": 0.20179, "loss": 0.59636, "time": 0.67768} {"mode": "train", "epoch": 30, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.01925, "loss_rpn_cls": 0.01947, "loss_rpn_bbox": 0.02816, "loss_cls": 0.15181, "acc": 94.4563, "loss_bbox": 0.18857, "loss_mask": 0.2027, "loss": 0.59072, "time": 0.67166} {"mode": "train", "epoch": 30, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.0159, "loss_rpn_cls": 0.0203, "loss_rpn_bbox": 0.02826, "loss_cls": 0.15049, "acc": 94.34082, "loss_bbox": 0.19207, "loss_mask": 0.20429, "loss": 0.59542, "time": 0.66074} {"mode": "train", "epoch": 30, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.01885, "loss_rpn_cls": 0.02323, "loss_rpn_bbox": 0.03116, "loss_cls": 0.15912, "acc": 94.04858, "loss_bbox": 0.19841, "loss_mask": 0.20894, "loss": 0.62086, "time": 0.66548} {"mode": "train", "epoch": 30, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.0169, "loss_rpn_cls": 0.02126, "loss_rpn_bbox": 0.02956, "loss_cls": 0.14943, "acc": 94.47705, "loss_bbox": 0.19033, "loss_mask": 0.20401, "loss": 0.59459, "time": 0.67836} {"mode": "train", "epoch": 30, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.01634, "loss_rpn_cls": 0.02189, "loss_rpn_bbox": 0.02995, "loss_cls": 0.15044, "acc": 94.47925, "loss_bbox": 0.18992, "loss_mask": 0.19831, "loss": 0.5905, "time": 0.67545} {"mode": "train", "epoch": 30, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.01784, "loss_rpn_cls": 0.01973, "loss_rpn_bbox": 0.02873, "loss_cls": 0.14082, "acc": 94.70044, "loss_bbox": 0.17854, "loss_mask": 0.20093, "loss": 0.56875, "time": 0.67684} {"mode": "train", "epoch": 30, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01962, "loss_rpn_cls": 0.01897, "loss_rpn_bbox": 0.0275, "loss_cls": 0.14842, "acc": 94.42896, "loss_bbox": 0.188, "loss_mask": 0.19907, "loss": 0.58196, "time": 0.66648} {"mode": "train", "epoch": 30, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01932, "loss_rpn_cls": 0.02214, "loss_rpn_bbox": 0.02895, "loss_cls": 0.1555, "acc": 94.31226, "loss_bbox": 0.19035, "loss_mask": 0.20699, "loss": 0.60392, "time": 0.67443} {"mode": "train", "epoch": 30, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.01644, "loss_rpn_cls": 0.01944, "loss_rpn_bbox": 0.02621, "loss_cls": 0.14502, "acc": 94.61499, "loss_bbox": 0.1801, "loss_mask": 0.19876, "loss": 0.56953, "time": 0.67125} {"mode": "train", "epoch": 30, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.01594, "loss_rpn_cls": 0.01986, "loss_rpn_bbox": 0.02779, "loss_cls": 0.14586, "acc": 94.62256, "loss_bbox": 0.18399, "loss_mask": 0.20082, "loss": 0.57833, "time": 0.67701} {"mode": "train", "epoch": 30, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.0173, "loss_rpn_cls": 0.02062, "loss_rpn_bbox": 0.0299, "loss_cls": 0.15203, "acc": 94.42822, "loss_bbox": 0.191, "loss_mask": 0.2051, "loss": 0.59865, "time": 0.66544} {"mode": "train", "epoch": 30, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.01683, "loss_rpn_cls": 0.01855, "loss_rpn_bbox": 0.0277, "loss_cls": 0.15175, "acc": 94.38892, "loss_bbox": 0.19393, "loss_mask": 0.20724, "loss": 0.59918, "time": 0.67035} {"mode": "train", "epoch": 30, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.01791, "loss_rpn_cls": 0.01879, "loss_rpn_bbox": 0.02819, "loss_cls": 0.14556, "acc": 94.64355, "loss_bbox": 0.18219, "loss_mask": 0.20082, "loss": 0.57555, "time": 0.67191} {"mode": "train", "epoch": 30, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.01855, "loss_rpn_cls": 0.01922, "loss_rpn_bbox": 0.02746, "loss_cls": 0.14488, "acc": 94.65674, "loss_bbox": 0.18259, "loss_mask": 0.19898, "loss": 0.57312, "time": 0.66113} {"mode": "train", "epoch": 30, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.01807, "loss_rpn_cls": 0.01973, "loss_rpn_bbox": 0.02919, "loss_cls": 0.15269, "acc": 94.31226, "loss_bbox": 0.19376, "loss_mask": 0.20165, "loss": 0.59703, "time": 0.66718} {"mode": "train", "epoch": 30, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01908, "loss_rpn_cls": 0.01881, "loss_rpn_bbox": 0.02841, "loss_cls": 0.14007, "acc": 94.66846, "loss_bbox": 0.18422, "loss_mask": 0.19738, "loss": 0.56889, "time": 0.6825} {"mode": "train", "epoch": 30, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01837, "loss_rpn_cls": 0.01712, "loss_rpn_bbox": 0.02758, "loss_cls": 0.14392, "acc": 94.56592, "loss_bbox": 0.18657, "loss_mask": 0.19863, "loss": 0.57383, "time": 0.66254} {"mode": "val", "epoch": 30, "iter": 625, "lr": 0.0, "bbox_mAP": 0.536, "bbox_mAP_50": 0.753, "bbox_mAP_75": 0.5902, "bbox_mAP_s": 0.3851, "bbox_mAP_m": 0.5764, "bbox_mAP_l": 0.6724, "bbox_mAP_copypaste": "0.5360 0.7530 0.5902 0.3851 0.5764 0.6724", "segm_mAP": 0.4724, "segm_mAP_50": 0.7239, "segm_mAP_75": 0.5131, "segm_mAP_s": 0.2872, "segm_mAP_m": 0.5102, "segm_mAP_l": 0.6611, "segm_mAP_copypaste": "0.4724 0.7239 0.5131 0.2872 0.5102 0.6611"} {"mode": "train", "epoch": 31, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.71314, "loss_rpn_cls": 0.01838, "loss_rpn_bbox": 0.02611, "loss_cls": 0.14525, "acc": 94.66064, "loss_bbox": 0.17899, "loss_mask": 0.19966, "loss": 0.5684, "time": 1.36554} {"mode": "train", "epoch": 31, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.01802, "loss_rpn_cls": 0.01909, "loss_rpn_bbox": 0.02763, "loss_cls": 0.14874, "acc": 94.41748, "loss_bbox": 0.19037, "loss_mask": 0.20153, "loss": 0.58736, "time": 0.66849} {"mode": "train", "epoch": 31, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.01525, "loss_rpn_cls": 0.01886, "loss_rpn_bbox": 0.02561, "loss_cls": 0.14336, "acc": 94.70581, "loss_bbox": 0.18039, "loss_mask": 0.19653, "loss": 0.56475, "time": 0.66054} {"mode": "train", "epoch": 31, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.01737, "loss_rpn_cls": 0.01886, "loss_rpn_bbox": 0.02705, "loss_cls": 0.15, "acc": 94.47778, "loss_bbox": 0.1855, "loss_mask": 0.19708, "loss": 0.57849, "time": 0.66899} {"mode": "train", "epoch": 31, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.01721, "loss_rpn_cls": 0.02112, "loss_rpn_bbox": 0.02917, "loss_cls": 0.15439, "acc": 94.24072, "loss_bbox": 0.19569, "loss_mask": 0.1995, "loss": 0.59987, "time": 0.67155} {"mode": "train", "epoch": 31, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.01926, "loss_rpn_cls": 0.02045, "loss_rpn_bbox": 0.03081, "loss_cls": 0.15546, "acc": 94.22656, "loss_bbox": 0.19461, "loss_mask": 0.20397, "loss": 0.6053, "time": 0.67287} {"mode": "train", "epoch": 31, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.01549, "loss_rpn_cls": 0.02044, "loss_rpn_bbox": 0.02783, "loss_cls": 0.15255, "acc": 94.38745, "loss_bbox": 0.18496, "loss_mask": 0.2014, "loss": 0.58718, "time": 0.67488} {"mode": "train", "epoch": 31, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.01791, "loss_rpn_cls": 0.01835, "loss_rpn_bbox": 0.02787, "loss_cls": 0.14953, "acc": 94.42285, "loss_bbox": 0.18845, "loss_mask": 0.20446, "loss": 0.58866, "time": 0.66739} {"mode": "train", "epoch": 31, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.01652, "loss_rpn_cls": 0.02024, "loss_rpn_bbox": 0.03, "loss_cls": 0.15156, "acc": 94.28418, "loss_bbox": 0.1926, "loss_mask": 0.20409, "loss": 0.59849, "time": 0.67628} {"mode": "train", "epoch": 31, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.01819, "loss_rpn_cls": 0.02099, "loss_rpn_bbox": 0.0287, "loss_cls": 0.15417, "acc": 94.3269, "loss_bbox": 0.19197, "loss_mask": 0.20466, "loss": 0.60048, "time": 0.66406} {"mode": "train", "epoch": 31, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01969, "loss_rpn_cls": 0.01905, "loss_rpn_bbox": 0.02687, "loss_cls": 0.14406, "acc": 94.55615, "loss_bbox": 0.18475, "loss_mask": 0.2005, "loss": 0.57523, "time": 0.67081} {"mode": "train", "epoch": 31, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.01642, "loss_rpn_cls": 0.01895, "loss_rpn_bbox": 0.02712, "loss_cls": 0.151, "acc": 94.3457, "loss_bbox": 0.18914, "loss_mask": 0.20134, "loss": 0.58755, "time": 0.6684} {"mode": "train", "epoch": 31, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.01808, "loss_rpn_cls": 0.02087, "loss_rpn_bbox": 0.02903, "loss_cls": 0.15477, "acc": 94.30591, "loss_bbox": 0.19416, "loss_mask": 0.20536, "loss": 0.6042, "time": 0.67521} {"mode": "train", "epoch": 31, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.0159, "loss_rpn_cls": 0.01923, "loss_rpn_bbox": 0.02808, "loss_cls": 0.14688, "acc": 94.56543, "loss_bbox": 0.18575, "loss_mask": 0.20301, "loss": 0.58295, "time": 0.66901} {"mode": "train", "epoch": 31, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.01674, "loss_rpn_cls": 0.01919, "loss_rpn_bbox": 0.02917, "loss_cls": 0.14396, "acc": 94.71826, "loss_bbox": 0.1826, "loss_mask": 0.19471, "loss": 0.56963, "time": 0.6655} {"mode": "train", "epoch": 31, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.02018, "loss_rpn_cls": 0.01948, "loss_rpn_bbox": 0.02826, "loss_cls": 0.14994, "acc": 94.45996, "loss_bbox": 0.18827, "loss_mask": 0.20239, "loss": 0.58835, "time": 0.67822} {"mode": "train", "epoch": 31, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.01781, "loss_rpn_cls": 0.01883, "loss_rpn_bbox": 0.03005, "loss_cls": 0.15587, "acc": 94.18726, "loss_bbox": 0.19424, "loss_mask": 0.20543, "loss": 0.60443, "time": 0.69023} {"mode": "train", "epoch": 31, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.01554, "loss_rpn_cls": 0.01955, "loss_rpn_bbox": 0.02712, "loss_cls": 0.14695, "acc": 94.56641, "loss_bbox": 0.18394, "loss_mask": 0.20165, "loss": 0.57921, "time": 0.67012} {"mode": "train", "epoch": 31, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.01717, "loss_rpn_cls": 0.02068, "loss_rpn_bbox": 0.0284, "loss_cls": 0.15189, "acc": 94.36694, "loss_bbox": 0.18917, "loss_mask": 0.20296, "loss": 0.59311, "time": 0.67688} {"mode": "train", "epoch": 31, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.01831, "loss_rpn_cls": 0.01994, "loss_rpn_bbox": 0.02924, "loss_cls": 0.15054, "acc": 94.44336, "loss_bbox": 0.18815, "loss_mask": 0.19991, "loss": 0.58776, "time": 0.67154} {"mode": "train", "epoch": 31, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01567, "loss_rpn_cls": 0.01831, "loss_rpn_bbox": 0.0261, "loss_cls": 0.14302, "acc": 94.75684, "loss_bbox": 0.17749, "loss_mask": 0.19558, "loss": 0.5605, "time": 0.65887} {"mode": "train", "epoch": 31, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.0152, "loss_rpn_cls": 0.01709, "loss_rpn_bbox": 0.02491, "loss_cls": 0.14109, "acc": 94.81616, "loss_bbox": 0.17781, "loss_mask": 0.19463, "loss": 0.55552, "time": 0.67175} {"mode": "train", "epoch": 31, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.01581, "loss_rpn_cls": 0.0189, "loss_rpn_bbox": 0.02827, "loss_cls": 0.14657, "acc": 94.46143, "loss_bbox": 0.18807, "loss_mask": 0.19757, "loss": 0.57937, "time": 0.66345} {"mode": "train", "epoch": 31, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.01924, "loss_rpn_cls": 0.01766, "loss_rpn_bbox": 0.02848, "loss_cls": 0.14739, "acc": 94.47852, "loss_bbox": 0.18826, "loss_mask": 0.19821, "loss": 0.57999, "time": 0.6827} {"mode": "train", "epoch": 31, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.01619, "loss_rpn_cls": 0.02222, "loss_rpn_bbox": 0.03072, "loss_cls": 0.16009, "acc": 94.05176, "loss_bbox": 0.19851, "loss_mask": 0.20671, "loss": 0.61825, "time": 0.6675} {"mode": "train", "epoch": 31, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.01767, "loss_rpn_cls": 0.02031, "loss_rpn_bbox": 0.03014, "loss_cls": 0.15873, "acc": 94.04126, "loss_bbox": 0.19726, "loss_mask": 0.20534, "loss": 0.61177, "time": 0.67665} {"mode": "train", "epoch": 31, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01627, "loss_rpn_cls": 0.01966, "loss_rpn_bbox": 0.02976, "loss_cls": 0.15005, "acc": 94.36206, "loss_bbox": 0.19098, "loss_mask": 0.20556, "loss": 0.59601, "time": 0.67324} {"mode": "train", "epoch": 31, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01515, "loss_rpn_cls": 0.01843, "loss_rpn_bbox": 0.0293, "loss_cls": 0.14716, "acc": 94.47217, "loss_bbox": 0.18822, "loss_mask": 0.2039, "loss": 0.58702, "time": 0.6743} {"mode": "train", "epoch": 31, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.01531, "loss_rpn_cls": 0.01815, "loss_rpn_bbox": 0.02795, "loss_cls": 0.15041, "acc": 94.42773, "loss_bbox": 0.18713, "loss_mask": 0.2013, "loss": 0.58495, "time": 0.6731} {"mode": "train", "epoch": 31, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.01601, "loss_rpn_cls": 0.0228, "loss_rpn_bbox": 0.02889, "loss_cls": 0.15646, "acc": 94.19165, "loss_bbox": 0.19692, "loss_mask": 0.20406, "loss": 0.60913, "time": 0.66634} {"mode": "train", "epoch": 31, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.01678, "loss_rpn_cls": 0.02084, "loss_rpn_bbox": 0.02818, "loss_cls": 0.15172, "acc": 94.40906, "loss_bbox": 0.18965, "loss_mask": 0.2055, "loss": 0.5959, "time": 0.6665} {"mode": "train", "epoch": 31, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.01535, "loss_rpn_cls": 0.01876, "loss_rpn_bbox": 0.02754, "loss_cls": 0.14901, "acc": 94.43921, "loss_bbox": 0.19246, "loss_mask": 0.20539, "loss": 0.59316, "time": 0.67627} {"mode": "train", "epoch": 31, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.0172, "loss_rpn_cls": 0.02118, "loss_rpn_bbox": 0.02929, "loss_cls": 0.15129, "acc": 94.30811, "loss_bbox": 0.18802, "loss_mask": 0.19773, "loss": 0.58752, "time": 0.67344} {"mode": "train", "epoch": 31, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.01733, "loss_rpn_cls": 0.01916, "loss_rpn_bbox": 0.02759, "loss_cls": 0.1538, "acc": 94.3855, "loss_bbox": 0.18781, "loss_mask": 0.20238, "loss": 0.59075, "time": 0.65938} {"mode": "train", "epoch": 31, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.01712, "loss_rpn_cls": 0.01961, "loss_rpn_bbox": 0.02962, "loss_cls": 0.14874, "acc": 94.51538, "loss_bbox": 0.18623, "loss_mask": 0.19872, "loss": 0.58292, "time": 0.6681} {"mode": "train", "epoch": 31, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.01873, "loss_rpn_cls": 0.02037, "loss_rpn_bbox": 0.02784, "loss_cls": 0.15192, "acc": 94.39917, "loss_bbox": 0.18869, "loss_mask": 0.20388, "loss": 0.59271, "time": 0.66733} {"mode": "train", "epoch": 31, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.01533, "loss_rpn_cls": 0.0187, "loss_rpn_bbox": 0.02717, "loss_cls": 0.14897, "acc": 94.44873, "loss_bbox": 0.18591, "loss_mask": 0.20429, "loss": 0.58504, "time": 0.66663} {"mode": "train", "epoch": 31, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.01594, "loss_rpn_cls": 0.0207, "loss_rpn_bbox": 0.02882, "loss_cls": 0.14625, "acc": 94.61353, "loss_bbox": 0.18289, "loss_mask": 0.20282, "loss": 0.58149, "time": 0.66924} {"mode": "train", "epoch": 31, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.01818, "loss_rpn_cls": 0.02157, "loss_rpn_bbox": 0.02825, "loss_cls": 0.15147, "acc": 94.37476, "loss_bbox": 0.19739, "loss_mask": 0.20434, "loss": 0.60302, "time": 0.67656} {"mode": "train", "epoch": 31, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.01752, "loss_rpn_cls": 0.0194, "loss_rpn_bbox": 0.03069, "loss_cls": 0.15214, "acc": 94.323, "loss_bbox": 0.19125, "loss_mask": 0.20259, "loss": 0.59607, "time": 0.67036} {"mode": "train", "epoch": 31, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.02039, "loss_rpn_cls": 0.01998, "loss_rpn_bbox": 0.03008, "loss_cls": 0.15625, "acc": 94.1499, "loss_bbox": 0.19968, "loss_mask": 0.20503, "loss": 0.61101, "time": 0.67207} {"mode": "train", "epoch": 31, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.01559, "loss_rpn_cls": 0.01819, "loss_rpn_bbox": 0.02741, "loss_cls": 0.1473, "acc": 94.5249, "loss_bbox": 0.18541, "loss_mask": 0.2032, "loss": 0.58151, "time": 0.6604} {"mode": "train", "epoch": 31, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.01804, "loss_rpn_cls": 0.01835, "loss_rpn_bbox": 0.02603, "loss_cls": 0.14093, "acc": 94.66748, "loss_bbox": 0.1842, "loss_mask": 0.20029, "loss": 0.5698, "time": 0.66649} {"mode": "train", "epoch": 31, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.01805, "loss_rpn_cls": 0.01717, "loss_rpn_bbox": 0.02794, "loss_cls": 0.14568, "acc": 94.58301, "loss_bbox": 0.18454, "loss_mask": 0.20092, "loss": 0.57624, "time": 0.67894} {"mode": "train", "epoch": 31, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.01764, "loss_rpn_cls": 0.01939, "loss_rpn_bbox": 0.0289, "loss_cls": 0.1519, "acc": 94.36841, "loss_bbox": 0.19436, "loss_mask": 0.20005, "loss": 0.59459, "time": 0.67677} {"mode": "train", "epoch": 31, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.01602, "loss_rpn_cls": 0.01852, "loss_rpn_bbox": 0.02723, "loss_cls": 0.14294, "acc": 94.60645, "loss_bbox": 0.18053, "loss_mask": 0.19822, "loss": 0.56744, "time": 0.67149} {"mode": "train", "epoch": 31, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.01678, "loss_rpn_cls": 0.02105, "loss_rpn_bbox": 0.02994, "loss_cls": 0.15557, "acc": 94.229, "loss_bbox": 0.19747, "loss_mask": 0.20705, "loss": 0.61108, "time": 0.66836} {"mode": "train", "epoch": 31, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.01811, "loss_rpn_cls": 0.01992, "loss_rpn_bbox": 0.0289, "loss_cls": 0.15244, "acc": 94.41821, "loss_bbox": 0.19021, "loss_mask": 0.20145, "loss": 0.59292, "time": 0.68346} {"mode": "train", "epoch": 31, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.01738, "loss_rpn_cls": 0.01918, "loss_rpn_bbox": 0.02982, "loss_cls": 0.15075, "acc": 94.35938, "loss_bbox": 0.19575, "loss_mask": 0.20961, "loss": 0.60511, "time": 0.67129} {"mode": "train", "epoch": 31, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.01704, "loss_rpn_cls": 0.0183, "loss_rpn_bbox": 0.02871, "loss_cls": 0.15123, "acc": 94.37573, "loss_bbox": 0.19018, "loss_mask": 0.20201, "loss": 0.59043, "time": 0.66802} {"mode": "train", "epoch": 31, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.01721, "loss_rpn_cls": 0.02046, "loss_rpn_bbox": 0.02955, "loss_cls": 0.1538, "acc": 94.39575, "loss_bbox": 0.19418, "loss_mask": 0.19675, "loss": 0.59473, "time": 0.68035} {"mode": "train", "epoch": 31, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.0172, "loss_rpn_cls": 0.02111, "loss_rpn_bbox": 0.0276, "loss_cls": 0.14349, "acc": 94.79272, "loss_bbox": 0.18321, "loss_mask": 0.19552, "loss": 0.57092, "time": 0.67632} {"mode": "train", "epoch": 31, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.01815, "loss_rpn_cls": 0.01975, "loss_rpn_bbox": 0.02788, "loss_cls": 0.14353, "acc": 94.6272, "loss_bbox": 0.18475, "loss_mask": 0.19921, "loss": 0.57511, "time": 0.67765} {"mode": "train", "epoch": 31, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.01943, "loss_rpn_cls": 0.01792, "loss_rpn_bbox": 0.02815, "loss_cls": 0.14452, "acc": 94.56055, "loss_bbox": 0.18643, "loss_mask": 0.19984, "loss": 0.57685, "time": 0.66738} {"mode": "train", "epoch": 31, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.02027, "loss_rpn_cls": 0.02191, "loss_rpn_bbox": 0.03033, "loss_cls": 0.15727, "acc": 94.1604, "loss_bbox": 0.19315, "loss_mask": 0.20413, "loss": 0.60679, "time": 0.68395} {"mode": "train", "epoch": 31, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.01828, "loss_rpn_cls": 0.02008, "loss_rpn_bbox": 0.02965, "loss_cls": 0.1507, "acc": 94.52686, "loss_bbox": 0.19234, "loss_mask": 0.20679, "loss": 0.59956, "time": 0.67684} {"mode": "train", "epoch": 31, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.01595, "loss_rpn_cls": 0.01656, "loss_rpn_bbox": 0.02564, "loss_cls": 0.14232, "acc": 94.73022, "loss_bbox": 0.17654, "loss_mask": 0.19662, "loss": 0.55769, "time": 0.66674} {"mode": "train", "epoch": 31, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.01635, "loss_rpn_cls": 0.01979, "loss_rpn_bbox": 0.02856, "loss_cls": 0.14475, "acc": 94.60376, "loss_bbox": 0.18995, "loss_mask": 0.20526, "loss": 0.58831, "time": 0.66794} {"mode": "train", "epoch": 31, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.01702, "loss_rpn_cls": 0.02116, "loss_rpn_bbox": 0.02973, "loss_cls": 0.15184, "acc": 94.30664, "loss_bbox": 0.18926, "loss_mask": 0.20101, "loss": 0.593, "time": 0.67372} {"mode": "train", "epoch": 31, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.01529, "loss_rpn_cls": 0.01891, "loss_rpn_bbox": 0.02749, "loss_cls": 0.146, "acc": 94.60449, "loss_bbox": 0.18285, "loss_mask": 0.20059, "loss": 0.57582, "time": 0.68277} {"mode": "train", "epoch": 31, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.01695, "loss_rpn_cls": 0.02176, "loss_rpn_bbox": 0.03103, "loss_cls": 0.16059, "acc": 94.02881, "loss_bbox": 0.20083, "loss_mask": 0.20454, "loss": 0.61875, "time": 0.68529} {"mode": "train", "epoch": 31, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.01658, "loss_rpn_cls": 0.01964, "loss_rpn_bbox": 0.02802, "loss_cls": 0.15406, "acc": 94.37231, "loss_bbox": 0.19004, "loss_mask": 0.20245, "loss": 0.59421, "time": 0.67347} {"mode": "train", "epoch": 31, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.01661, "loss_rpn_cls": 0.02154, "loss_rpn_bbox": 0.03046, "loss_cls": 0.15416, "acc": 94.25708, "loss_bbox": 0.19634, "loss_mask": 0.20385, "loss": 0.60634, "time": 0.67793} {"mode": "train", "epoch": 31, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01706, "loss_rpn_cls": 0.01985, "loss_rpn_bbox": 0.02845, "loss_cls": 0.14266, "acc": 94.625, "loss_bbox": 0.18593, "loss_mask": 0.20013, "loss": 0.57702, "time": 0.66637} {"mode": "train", "epoch": 31, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.01655, "loss_rpn_cls": 0.01926, "loss_rpn_bbox": 0.02873, "loss_cls": 0.1455, "acc": 94.52832, "loss_bbox": 0.18714, "loss_mask": 0.2012, "loss": 0.58183, "time": 0.66911} {"mode": "train", "epoch": 31, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01783, "loss_rpn_cls": 0.01849, "loss_rpn_bbox": 0.02645, "loss_cls": 0.14633, "acc": 94.53589, "loss_bbox": 0.18554, "loss_mask": 0.19951, "loss": 0.57631, "time": 0.6868} {"mode": "train", "epoch": 31, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.01915, "loss_rpn_cls": 0.01906, "loss_rpn_bbox": 0.0284, "loss_cls": 0.14406, "acc": 94.60254, "loss_bbox": 0.1868, "loss_mask": 0.20305, "loss": 0.58136, "time": 0.68105} {"mode": "train", "epoch": 31, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.01981, "loss_rpn_cls": 0.02224, "loss_rpn_bbox": 0.03113, "loss_cls": 0.15525, "acc": 94.23535, "loss_bbox": 0.1951, "loss_mask": 0.20352, "loss": 0.60725, "time": 0.6784} {"mode": "train", "epoch": 31, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.01481, "loss_rpn_cls": 0.0186, "loss_rpn_bbox": 0.02692, "loss_cls": 0.1506, "acc": 94.4646, "loss_bbox": 0.18609, "loss_mask": 0.20058, "loss": 0.58279, "time": 0.67774} {"mode": "train", "epoch": 31, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.01471, "loss_rpn_cls": 0.02104, "loss_rpn_bbox": 0.02928, "loss_cls": 0.1489, "acc": 94.4939, "loss_bbox": 0.18618, "loss_mask": 0.19953, "loss": 0.58493, "time": 0.67584} {"mode": "train", "epoch": 31, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.01538, "loss_rpn_cls": 0.02054, "loss_rpn_bbox": 0.02775, "loss_cls": 0.14775, "acc": 94.60034, "loss_bbox": 0.1838, "loss_mask": 0.19906, "loss": 0.57889, "time": 0.66388} {"mode": "train", "epoch": 31, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.0176, "loss_rpn_cls": 0.02026, "loss_rpn_bbox": 0.0273, "loss_cls": 0.14672, "acc": 94.59106, "loss_bbox": 0.1846, "loss_mask": 0.20018, "loss": 0.57905, "time": 0.67685} {"mode": "train", "epoch": 31, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.02012, "loss_rpn_cls": 0.02439, "loss_rpn_bbox": 0.03081, "loss_cls": 0.1541, "acc": 94.24585, "loss_bbox": 0.1944, "loss_mask": 0.20623, "loss": 0.60994, "time": 0.67095} {"mode": "train", "epoch": 31, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.01781, "loss_rpn_cls": 0.02042, "loss_rpn_bbox": 0.02842, "loss_cls": 0.153, "acc": 94.46484, "loss_bbox": 0.1864, "loss_mask": 0.199, "loss": 0.58723, "time": 0.67625} {"mode": "train", "epoch": 31, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01726, "loss_rpn_cls": 0.01922, "loss_rpn_bbox": 0.02934, "loss_cls": 0.14716, "acc": 94.54761, "loss_bbox": 0.18407, "loss_mask": 0.20172, "loss": 0.58151, "time": 0.66525} {"mode": "train", "epoch": 31, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01818, "loss_rpn_cls": 0.02006, "loss_rpn_bbox": 0.02931, "loss_cls": 0.14637, "acc": 94.53564, "loss_bbox": 0.18639, "loss_mask": 0.20223, "loss": 0.58437, "time": 0.67215} {"mode": "train", "epoch": 31, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.017, "loss_rpn_cls": 0.01882, "loss_rpn_bbox": 0.02782, "loss_cls": 0.14724, "acc": 94.55371, "loss_bbox": 0.18589, "loss_mask": 0.19509, "loss": 0.57486, "time": 0.67056} {"mode": "train", "epoch": 31, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01809, "loss_rpn_cls": 0.02029, "loss_rpn_bbox": 0.02837, "loss_cls": 0.14704, "acc": 94.52856, "loss_bbox": 0.19057, "loss_mask": 0.20428, "loss": 0.59054, "time": 0.6715} {"mode": "train", "epoch": 31, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.01886, "loss_rpn_cls": 0.01789, "loss_rpn_bbox": 0.02784, "loss_cls": 0.14898, "acc": 94.44092, "loss_bbox": 0.18712, "loss_mask": 0.19862, "loss": 0.58045, "time": 0.67497} {"mode": "train", "epoch": 31, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.01634, "loss_rpn_cls": 0.01853, "loss_rpn_bbox": 0.02786, "loss_cls": 0.14596, "acc": 94.5918, "loss_bbox": 0.18478, "loss_mask": 0.20415, "loss": 0.58128, "time": 0.6708} {"mode": "train", "epoch": 31, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01577, "loss_rpn_cls": 0.01908, "loss_rpn_bbox": 0.02693, "loss_cls": 0.14293, "acc": 94.74634, "loss_bbox": 0.18256, "loss_mask": 0.20161, "loss": 0.57311, "time": 0.67366} {"mode": "train", "epoch": 31, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.01752, "loss_rpn_cls": 0.01944, "loss_rpn_bbox": 0.03015, "loss_cls": 0.15432, "acc": 94.20068, "loss_bbox": 0.19519, "loss_mask": 0.20414, "loss": 0.60324, "time": 0.66441} {"mode": "train", "epoch": 31, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.01492, "loss_rpn_cls": 0.0209, "loss_rpn_bbox": 0.02812, "loss_cls": 0.15004, "acc": 94.39844, "loss_bbox": 0.18489, "loss_mask": 0.19931, "loss": 0.58327, "time": 0.67015} {"mode": "train", "epoch": 31, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.01931, "loss_rpn_cls": 0.01907, "loss_rpn_bbox": 0.03093, "loss_cls": 0.15845, "acc": 94.06641, "loss_bbox": 0.19926, "loss_mask": 0.20404, "loss": 0.61175, "time": 0.66786} {"mode": "train", "epoch": 31, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.01539, "loss_rpn_cls": 0.01833, "loss_rpn_bbox": 0.02593, "loss_cls": 0.14211, "acc": 94.78564, "loss_bbox": 0.17904, "loss_mask": 0.20208, "loss": 0.56749, "time": 0.67171} {"mode": "train", "epoch": 31, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01799, "loss_rpn_cls": 0.01996, "loss_rpn_bbox": 0.02858, "loss_cls": 0.15013, "acc": 94.47144, "loss_bbox": 0.19225, "loss_mask": 0.20173, "loss": 0.59265, "time": 0.66627} {"mode": "train", "epoch": 31, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.0149, "loss_rpn_cls": 0.0185, "loss_rpn_bbox": 0.02744, "loss_cls": 0.15336, "acc": 94.29321, "loss_bbox": 0.18917, "loss_mask": 0.19985, "loss": 0.58832, "time": 0.65726} {"mode": "train", "epoch": 31, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.01698, "loss_rpn_cls": 0.02008, "loss_rpn_bbox": 0.02645, "loss_cls": 0.15064, "acc": 94.43726, "loss_bbox": 0.18111, "loss_mask": 0.19739, "loss": 0.57567, "time": 0.67259} {"mode": "train", "epoch": 31, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.01641, "loss_rpn_cls": 0.02192, "loss_rpn_bbox": 0.02945, "loss_cls": 0.15875, "acc": 94.09424, "loss_bbox": 0.19612, "loss_mask": 0.20919, "loss": 0.61544, "time": 0.66619} {"mode": "train", "epoch": 31, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01703, "loss_rpn_cls": 0.0204, "loss_rpn_bbox": 0.02775, "loss_cls": 0.14578, "acc": 94.55859, "loss_bbox": 0.1862, "loss_mask": 0.197, "loss": 0.57713, "time": 0.67055} {"mode": "train", "epoch": 31, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01616, "loss_rpn_cls": 0.01794, "loss_rpn_bbox": 0.02627, "loss_cls": 0.14281, "acc": 94.7124, "loss_bbox": 0.18244, "loss_mask": 0.1968, "loss": 0.56627, "time": 0.66856} {"mode": "train", "epoch": 31, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.01892, "loss_rpn_cls": 0.01957, "loss_rpn_bbox": 0.02787, "loss_cls": 0.14696, "acc": 94.54199, "loss_bbox": 0.18609, "loss_mask": 0.19661, "loss": 0.5771, "time": 0.67308} {"mode": "train", "epoch": 31, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.02001, "loss_rpn_cls": 0.01879, "loss_rpn_bbox": 0.02854, "loss_cls": 0.14714, "acc": 94.45776, "loss_bbox": 0.19133, "loss_mask": 0.20042, "loss": 0.5862, "time": 0.66644} {"mode": "train", "epoch": 31, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.0177, "loss_rpn_cls": 0.01759, "loss_rpn_bbox": 0.02696, "loss_cls": 0.15003, "acc": 94.44995, "loss_bbox": 0.18571, "loss_mask": 0.1988, "loss": 0.57908, "time": 0.66041} {"mode": "train", "epoch": 31, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01592, "loss_rpn_cls": 0.0175, "loss_rpn_bbox": 0.02677, "loss_cls": 0.1416, "acc": 94.83374, "loss_bbox": 0.17948, "loss_mask": 0.19701, "loss": 0.56236, "time": 0.66914} {"mode": "train", "epoch": 31, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.01493, "loss_rpn_cls": 0.01959, "loss_rpn_bbox": 0.02777, "loss_cls": 0.14879, "acc": 94.42578, "loss_bbox": 0.18715, "loss_mask": 0.2011, "loss": 0.5844, "time": 0.67915} {"mode": "train", "epoch": 31, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01728, "loss_rpn_cls": 0.01922, "loss_rpn_bbox": 0.02789, "loss_cls": 0.14732, "acc": 94.51709, "loss_bbox": 0.18532, "loss_mask": 0.19894, "loss": 0.57869, "time": 0.66855} {"mode": "train", "epoch": 31, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.0171, "loss_rpn_cls": 0.01925, "loss_rpn_bbox": 0.02816, "loss_cls": 0.15122, "acc": 94.46387, "loss_bbox": 0.18783, "loss_mask": 0.199, "loss": 0.58545, "time": 0.69001} {"mode": "train", "epoch": 31, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.01678, "loss_rpn_cls": 0.01897, "loss_rpn_bbox": 0.02812, "loss_cls": 0.14958, "acc": 94.40112, "loss_bbox": 0.19027, "loss_mask": 0.19883, "loss": 0.58577, "time": 0.66944} {"mode": "train", "epoch": 31, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.01715, "loss_rpn_cls": 0.01888, "loss_rpn_bbox": 0.02909, "loss_cls": 0.15238, "acc": 94.34204, "loss_bbox": 0.1889, "loss_mask": 0.20282, "loss": 0.59206, "time": 0.66087} {"mode": "train", "epoch": 31, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.01562, "loss_rpn_cls": 0.0184, "loss_rpn_bbox": 0.02777, "loss_cls": 0.149, "acc": 94.46143, "loss_bbox": 0.18846, "loss_mask": 0.19616, "loss": 0.57979, "time": 0.66832} {"mode": "train", "epoch": 31, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.01715, "loss_rpn_cls": 0.02187, "loss_rpn_bbox": 0.0305, "loss_cls": 0.15796, "acc": 94.20044, "loss_bbox": 0.19426, "loss_mask": 0.20282, "loss": 0.6074, "time": 0.67833} {"mode": "train", "epoch": 31, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.01724, "loss_rpn_cls": 0.01779, "loss_rpn_bbox": 0.0272, "loss_cls": 0.14114, "acc": 94.77734, "loss_bbox": 0.17839, "loss_mask": 0.19764, "loss": 0.56216, "time": 0.65882} {"mode": "train", "epoch": 31, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.0148, "loss_rpn_cls": 0.01864, "loss_rpn_bbox": 0.02623, "loss_cls": 0.13769, "acc": 94.87061, "loss_bbox": 0.17563, "loss_mask": 0.19643, "loss": 0.55462, "time": 0.66888} {"mode": "train", "epoch": 31, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.01639, "loss_rpn_cls": 0.02104, "loss_rpn_bbox": 0.02896, "loss_cls": 0.14743, "acc": 94.49023, "loss_bbox": 0.18801, "loss_mask": 0.20539, "loss": 0.59083, "time": 0.68301} {"mode": "train", "epoch": 31, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.01805, "loss_rpn_cls": 0.01934, "loss_rpn_bbox": 0.02784, "loss_cls": 0.15164, "acc": 94.36792, "loss_bbox": 0.18507, "loss_mask": 0.20265, "loss": 0.58655, "time": 0.67803} {"mode": "train", "epoch": 31, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.01682, "loss_rpn_cls": 0.01965, "loss_rpn_bbox": 0.02803, "loss_cls": 0.14972, "acc": 94.49487, "loss_bbox": 0.18858, "loss_mask": 0.20193, "loss": 0.58792, "time": 0.67088} {"mode": "train", "epoch": 31, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.01929, "loss_rpn_cls": 0.01744, "loss_rpn_bbox": 0.02668, "loss_cls": 0.13749, "acc": 94.92529, "loss_bbox": 0.17636, "loss_mask": 0.19802, "loss": 0.55598, "time": 0.66152} {"mode": "train", "epoch": 31, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.01583, "loss_rpn_cls": 0.01941, "loss_rpn_bbox": 0.02849, "loss_cls": 0.15099, "acc": 94.48877, "loss_bbox": 0.18475, "loss_mask": 0.20014, "loss": 0.58378, "time": 0.67288} {"mode": "train", "epoch": 31, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.015, "loss_rpn_cls": 0.01815, "loss_rpn_bbox": 0.02824, "loss_cls": 0.14587, "acc": 94.53491, "loss_bbox": 0.18448, "loss_mask": 0.20005, "loss": 0.5768, "time": 0.6741} {"mode": "train", "epoch": 31, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.01551, "loss_rpn_cls": 0.01911, "loss_rpn_bbox": 0.0275, "loss_cls": 0.14511, "acc": 94.61548, "loss_bbox": 0.18248, "loss_mask": 0.19831, "loss": 0.57251, "time": 0.68122} {"mode": "train", "epoch": 31, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.0165, "loss_rpn_cls": 0.01831, "loss_rpn_bbox": 0.02797, "loss_cls": 0.14778, "acc": 94.54712, "loss_bbox": 0.18602, "loss_mask": 0.20007, "loss": 0.58015, "time": 0.67355} {"mode": "train", "epoch": 31, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.01749, "loss_rpn_cls": 0.02103, "loss_rpn_bbox": 0.02983, "loss_cls": 0.15454, "acc": 94.20093, "loss_bbox": 0.19626, "loss_mask": 0.20777, "loss": 0.60944, "time": 0.66641} {"mode": "train", "epoch": 31, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.01703, "loss_rpn_cls": 0.01782, "loss_rpn_bbox": 0.02609, "loss_cls": 0.14282, "acc": 94.62061, "loss_bbox": 0.18382, "loss_mask": 0.19717, "loss": 0.56773, "time": 0.67492} {"mode": "train", "epoch": 31, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.01634, "loss_rpn_cls": 0.01615, "loss_rpn_bbox": 0.02358, "loss_cls": 0.13496, "acc": 95.00659, "loss_bbox": 0.17201, "loss_mask": 0.19196, "loss": 0.53867, "time": 0.67849} {"mode": "train", "epoch": 31, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.01484, "loss_rpn_cls": 0.01844, "loss_rpn_bbox": 0.02678, "loss_cls": 0.13628, "acc": 94.91455, "loss_bbox": 0.17768, "loss_mask": 0.19318, "loss": 0.55236, "time": 0.68045} {"mode": "train", "epoch": 31, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.01821, "loss_rpn_cls": 0.01906, "loss_rpn_bbox": 0.02832, "loss_cls": 0.14762, "acc": 94.47534, "loss_bbox": 0.18566, "loss_mask": 0.19648, "loss": 0.57714, "time": 0.66026} {"mode": "train", "epoch": 31, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.01897, "loss_rpn_cls": 0.02141, "loss_rpn_bbox": 0.02961, "loss_cls": 0.15357, "acc": 94.35791, "loss_bbox": 0.19279, "loss_mask": 0.20443, "loss": 0.60181, "time": 0.66943} {"mode": "train", "epoch": 31, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.01787, "loss_rpn_cls": 0.01846, "loss_rpn_bbox": 0.02872, "loss_cls": 0.1471, "acc": 94.5835, "loss_bbox": 0.18836, "loss_mask": 0.20048, "loss": 0.58312, "time": 0.6653} {"mode": "train", "epoch": 31, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.0179, "loss_rpn_cls": 0.01734, "loss_rpn_bbox": 0.02705, "loss_cls": 0.13827, "acc": 94.83325, "loss_bbox": 0.17626, "loss_mask": 0.19626, "loss": 0.55518, "time": 0.67911} {"mode": "train", "epoch": 31, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.01713, "loss_rpn_cls": 0.01985, "loss_rpn_bbox": 0.02767, "loss_cls": 0.14301, "acc": 94.69458, "loss_bbox": 0.18128, "loss_mask": 0.19617, "loss": 0.56798, "time": 0.67344} {"mode": "train", "epoch": 31, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01716, "loss_rpn_cls": 0.02132, "loss_rpn_bbox": 0.02964, "loss_cls": 0.14748, "acc": 94.52832, "loss_bbox": 0.18905, "loss_mask": 0.20558, "loss": 0.59307, "time": 0.67256} {"mode": "train", "epoch": 31, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.01472, "loss_rpn_cls": 0.01963, "loss_rpn_bbox": 0.02684, "loss_cls": 0.14493, "acc": 94.66235, "loss_bbox": 0.18151, "loss_mask": 0.19644, "loss": 0.56934, "time": 0.66744} {"mode": "train", "epoch": 31, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.01896, "loss_rpn_cls": 0.0213, "loss_rpn_bbox": 0.02859, "loss_cls": 0.1527, "acc": 94.32202, "loss_bbox": 0.19146, "loss_mask": 0.20338, "loss": 0.59743, "time": 0.66719} {"mode": "train", "epoch": 31, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.01627, "loss_rpn_cls": 0.01977, "loss_rpn_bbox": 0.02736, "loss_cls": 0.14317, "acc": 94.78687, "loss_bbox": 0.17904, "loss_mask": 0.19718, "loss": 0.56651, "time": 0.66125} {"mode": "train", "epoch": 31, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01629, "loss_rpn_cls": 0.02084, "loss_rpn_bbox": 0.02702, "loss_cls": 0.14886, "acc": 94.5625, "loss_bbox": 0.18411, "loss_mask": 0.20438, "loss": 0.58522, "time": 0.66797} {"mode": "train", "epoch": 31, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.01867, "loss_rpn_cls": 0.02013, "loss_rpn_bbox": 0.02917, "loss_cls": 0.15367, "acc": 94.22778, "loss_bbox": 0.19595, "loss_mask": 0.19979, "loss": 0.5987, "time": 0.66799} {"mode": "train", "epoch": 31, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.01659, "loss_rpn_cls": 0.0196, "loss_rpn_bbox": 0.02841, "loss_cls": 0.15095, "acc": 94.47314, "loss_bbox": 0.18786, "loss_mask": 0.20248, "loss": 0.5893, "time": 0.69106} {"mode": "train", "epoch": 31, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01691, "loss_rpn_cls": 0.01883, "loss_rpn_bbox": 0.02764, "loss_cls": 0.14661, "acc": 94.45215, "loss_bbox": 0.18806, "loss_mask": 0.20418, "loss": 0.58532, "time": 0.67467} {"mode": "train", "epoch": 31, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.01461, "loss_rpn_cls": 0.01896, "loss_rpn_bbox": 0.0268, "loss_cls": 0.14814, "acc": 94.50122, "loss_bbox": 0.18476, "loss_mask": 0.20315, "loss": 0.58182, "time": 0.66768} {"mode": "train", "epoch": 31, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.01818, "loss_rpn_cls": 0.02129, "loss_rpn_bbox": 0.02714, "loss_cls": 0.14718, "acc": 94.4978, "loss_bbox": 0.18933, "loss_mask": 0.20081, "loss": 0.58575, "time": 0.66282} {"mode": "train", "epoch": 31, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.0161, "loss_rpn_cls": 0.01764, "loss_rpn_bbox": 0.02847, "loss_cls": 0.14359, "acc": 94.58984, "loss_bbox": 0.18641, "loss_mask": 0.20377, "loss": 0.57988, "time": 0.67081} {"mode": "train", "epoch": 31, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.0172, "loss_rpn_cls": 0.01819, "loss_rpn_bbox": 0.02782, "loss_cls": 0.14804, "acc": 94.44946, "loss_bbox": 0.19228, "loss_mask": 0.20898, "loss": 0.59532, "time": 0.66432} {"mode": "train", "epoch": 31, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.01658, "loss_rpn_cls": 0.01876, "loss_rpn_bbox": 0.02583, "loss_cls": 0.13937, "acc": 94.83276, "loss_bbox": 0.17847, "loss_mask": 0.19664, "loss": 0.55906, "time": 0.66472} {"mode": "train", "epoch": 31, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.01896, "loss_rpn_cls": 0.0206, "loss_rpn_bbox": 0.02883, "loss_cls": 0.15251, "acc": 94.32153, "loss_bbox": 0.19091, "loss_mask": 0.20396, "loss": 0.59681, "time": 0.6712} {"mode": "train", "epoch": 31, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01738, "loss_rpn_cls": 0.0172, "loss_rpn_bbox": 0.02786, "loss_cls": 0.14982, "acc": 94.38745, "loss_bbox": 0.19318, "loss_mask": 0.21084, "loss": 0.5989, "time": 0.65974} {"mode": "train", "epoch": 31, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01714, "loss_rpn_cls": 0.02013, "loss_rpn_bbox": 0.02683, "loss_cls": 0.14219, "acc": 94.68799, "loss_bbox": 0.18331, "loss_mask": 0.19776, "loss": 0.57022, "time": 0.67213} {"mode": "train", "epoch": 31, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.01892, "loss_rpn_cls": 0.02029, "loss_rpn_bbox": 0.0303, "loss_cls": 0.16315, "acc": 93.90161, "loss_bbox": 0.204, "loss_mask": 0.21382, "loss": 0.63157, "time": 0.67123} {"mode": "train", "epoch": 31, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.01964, "loss_rpn_cls": 0.01874, "loss_rpn_bbox": 0.02905, "loss_cls": 0.15228, "acc": 94.31885, "loss_bbox": 0.19397, "loss_mask": 0.20642, "loss": 0.60045, "time": 0.68197} {"mode": "train", "epoch": 31, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.01733, "loss_rpn_cls": 0.01855, "loss_rpn_bbox": 0.02738, "loss_cls": 0.14705, "acc": 94.58032, "loss_bbox": 0.18474, "loss_mask": 0.19974, "loss": 0.57746, "time": 0.67713} {"mode": "train", "epoch": 31, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.01968, "loss_rpn_cls": 0.02203, "loss_rpn_bbox": 0.03028, "loss_cls": 0.15138, "acc": 94.34009, "loss_bbox": 0.18848, "loss_mask": 0.20562, "loss": 0.5978, "time": 0.67564} {"mode": "train", "epoch": 31, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.01706, "loss_rpn_cls": 0.02059, "loss_rpn_bbox": 0.02888, "loss_cls": 0.15092, "acc": 94.37109, "loss_bbox": 0.18982, "loss_mask": 0.20096, "loss": 0.59117, "time": 0.67079} {"mode": "train", "epoch": 31, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.01806, "loss_rpn_cls": 0.01775, "loss_rpn_bbox": 0.02562, "loss_cls": 0.13949, "acc": 94.89551, "loss_bbox": 0.17504, "loss_mask": 0.20133, "loss": 0.55924, "time": 0.66958} {"mode": "train", "epoch": 31, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.01652, "loss_rpn_cls": 0.01968, "loss_rpn_bbox": 0.02739, "loss_cls": 0.14799, "acc": 94.46729, "loss_bbox": 0.18866, "loss_mask": 0.20212, "loss": 0.58584, "time": 0.66707} {"mode": "train", "epoch": 31, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01586, "loss_rpn_cls": 0.02132, "loss_rpn_bbox": 0.03007, "loss_cls": 0.15057, "acc": 94.44678, "loss_bbox": 0.19244, "loss_mask": 0.20456, "loss": 0.59896, "time": 0.67694} {"mode": "train", "epoch": 31, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01764, "loss_rpn_cls": 0.01931, "loss_rpn_bbox": 0.02757, "loss_cls": 0.1446, "acc": 94.66724, "loss_bbox": 0.18028, "loss_mask": 0.19378, "loss": 0.56554, "time": 0.67493} {"mode": "val", "epoch": 31, "iter": 625, "lr": 0.0, "bbox_mAP": 0.5377, "bbox_mAP_50": 0.7522, "bbox_mAP_75": 0.5916, "bbox_mAP_s": 0.3843, "bbox_mAP_m": 0.5762, "bbox_mAP_l": 0.6828, "bbox_mAP_copypaste": "0.5377 0.7522 0.5916 0.3843 0.5762 0.6828", "segm_mAP": 0.4757, "segm_mAP_50": 0.7247, "segm_mAP_75": 0.5193, "segm_mAP_s": 0.2895, "segm_mAP_m": 0.5117, "segm_mAP_l": 0.6682, "segm_mAP_copypaste": "0.4757 0.7247 0.5193 0.2895 0.5117 0.6682"} {"mode": "train", "epoch": 32, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.70256, "loss_rpn_cls": 0.01739, "loss_rpn_bbox": 0.02834, "loss_cls": 0.1444, "acc": 94.54199, "loss_bbox": 0.18615, "loss_mask": 0.19847, "loss": 0.57474, "time": 1.37296} {"mode": "train", "epoch": 32, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.01926, "loss_rpn_cls": 0.01982, "loss_rpn_bbox": 0.02908, "loss_cls": 0.15312, "acc": 94.3999, "loss_bbox": 0.19033, "loss_mask": 0.20524, "loss": 0.5976, "time": 0.6728} {"mode": "train", "epoch": 32, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.02305, "loss_rpn_cls": 0.01922, "loss_rpn_bbox": 0.02958, "loss_cls": 0.14555, "acc": 94.49707, "loss_bbox": 0.1932, "loss_mask": 0.2008, "loss": 0.58835, "time": 0.67884} {"mode": "train", "epoch": 32, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.02204, "loss_rpn_cls": 0.01887, "loss_rpn_bbox": 0.02873, "loss_cls": 0.14978, "acc": 94.43384, "loss_bbox": 0.19345, "loss_mask": 0.20126, "loss": 0.5921, "time": 0.67373} {"mode": "train", "epoch": 32, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.01956, "loss_rpn_cls": 0.01889, "loss_rpn_bbox": 0.02786, "loss_cls": 0.14324, "acc": 94.68823, "loss_bbox": 0.18353, "loss_mask": 0.20299, "loss": 0.57651, "time": 0.6817} {"mode": "train", "epoch": 32, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.01473, "loss_rpn_cls": 0.01871, "loss_rpn_bbox": 0.02899, "loss_cls": 0.14361, "acc": 94.6062, "loss_bbox": 0.18567, "loss_mask": 0.19761, "loss": 0.5746, "time": 0.68097} {"mode": "train", "epoch": 32, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.01971, "loss_rpn_cls": 0.0194, "loss_rpn_bbox": 0.02774, "loss_cls": 0.14822, "acc": 94.50024, "loss_bbox": 0.19137, "loss_mask": 0.19979, "loss": 0.58652, "time": 0.67712} {"mode": "train", "epoch": 32, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.01757, "loss_rpn_cls": 0.01823, "loss_rpn_bbox": 0.02785, "loss_cls": 0.14448, "acc": 94.65308, "loss_bbox": 0.18664, "loss_mask": 0.20097, "loss": 0.57817, "time": 0.67623} {"mode": "train", "epoch": 32, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.01477, "loss_rpn_cls": 0.01989, "loss_rpn_bbox": 0.02716, "loss_cls": 0.14507, "acc": 94.60132, "loss_bbox": 0.18121, "loss_mask": 0.19487, "loss": 0.5682, "time": 0.67727} {"mode": "train", "epoch": 32, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.01963, "loss_rpn_cls": 0.01982, "loss_rpn_bbox": 0.02899, "loss_cls": 0.15187, "acc": 94.29907, "loss_bbox": 0.1944, "loss_mask": 0.20393, "loss": 0.59901, "time": 0.66738} {"mode": "train", "epoch": 32, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01733, "loss_rpn_cls": 0.01981, "loss_rpn_bbox": 0.02932, "loss_cls": 0.15437, "acc": 94.30762, "loss_bbox": 0.19241, "loss_mask": 0.20182, "loss": 0.59773, "time": 0.67774} {"mode": "train", "epoch": 32, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.01765, "loss_rpn_cls": 0.02046, "loss_rpn_bbox": 0.02937, "loss_cls": 0.15467, "acc": 94.25439, "loss_bbox": 0.19596, "loss_mask": 0.20484, "loss": 0.60531, "time": 0.67573} {"mode": "train", "epoch": 32, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.01873, "loss_rpn_cls": 0.01957, "loss_rpn_bbox": 0.02811, "loss_cls": 0.14668, "acc": 94.57837, "loss_bbox": 0.18599, "loss_mask": 0.20308, "loss": 0.58344, "time": 0.66529} {"mode": "train", "epoch": 32, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.01758, "loss_rpn_cls": 0.01918, "loss_rpn_bbox": 0.02773, "loss_cls": 0.14447, "acc": 94.59595, "loss_bbox": 0.18163, "loss_mask": 0.20016, "loss": 0.57317, "time": 0.67879} {"mode": "train", "epoch": 32, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.01793, "loss_rpn_cls": 0.01837, "loss_rpn_bbox": 0.02826, "loss_cls": 0.14323, "acc": 94.71533, "loss_bbox": 0.18722, "loss_mask": 0.19945, "loss": 0.57653, "time": 0.66503} {"mode": "train", "epoch": 32, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.0183, "loss_rpn_cls": 0.01791, "loss_rpn_bbox": 0.02882, "loss_cls": 0.14551, "acc": 94.56909, "loss_bbox": 0.18863, "loss_mask": 0.20303, "loss": 0.58389, "time": 0.67571} {"mode": "train", "epoch": 32, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.01611, "loss_rpn_cls": 0.01905, "loss_rpn_bbox": 0.02884, "loss_cls": 0.14829, "acc": 94.51855, "loss_bbox": 0.189, "loss_mask": 0.20242, "loss": 0.5876, "time": 0.68271} {"mode": "train", "epoch": 32, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.01906, "loss_rpn_cls": 0.01937, "loss_rpn_bbox": 0.03039, "loss_cls": 0.15279, "acc": 94.28687, "loss_bbox": 0.19504, "loss_mask": 0.20825, "loss": 0.60583, "time": 0.67837} {"mode": "train", "epoch": 32, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.01582, "loss_rpn_cls": 0.01942, "loss_rpn_bbox": 0.02806, "loss_cls": 0.14373, "acc": 94.61987, "loss_bbox": 0.18355, "loss_mask": 0.19929, "loss": 0.57406, "time": 0.68037} {"mode": "train", "epoch": 32, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.01563, "loss_rpn_cls": 0.01995, "loss_rpn_bbox": 0.02731, "loss_cls": 0.14896, "acc": 94.40308, "loss_bbox": 0.18817, "loss_mask": 0.19897, "loss": 0.58337, "time": 0.67208} {"mode": "train", "epoch": 32, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01779, "loss_rpn_cls": 0.01759, "loss_rpn_bbox": 0.02494, "loss_cls": 0.1349, "acc": 94.98071, "loss_bbox": 0.1705, "loss_mask": 0.19016, "loss": 0.5381, "time": 0.67742} {"mode": "train", "epoch": 32, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.01875, "loss_rpn_cls": 0.02477, "loss_rpn_bbox": 0.03041, "loss_cls": 0.15594, "acc": 94.2146, "loss_bbox": 0.19728, "loss_mask": 0.20499, "loss": 0.6134, "time": 0.67125} {"mode": "train", "epoch": 32, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.01664, "loss_rpn_cls": 0.01926, "loss_rpn_bbox": 0.02768, "loss_cls": 0.1456, "acc": 94.55737, "loss_bbox": 0.18205, "loss_mask": 0.20043, "loss": 0.57502, "time": 0.66404} {"mode": "train", "epoch": 32, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.01536, "loss_rpn_cls": 0.01975, "loss_rpn_bbox": 0.02872, "loss_cls": 0.14684, "acc": 94.57715, "loss_bbox": 0.18554, "loss_mask": 0.19613, "loss": 0.57699, "time": 0.67155} {"mode": "train", "epoch": 32, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.01752, "loss_rpn_cls": 0.0188, "loss_rpn_bbox": 0.02699, "loss_cls": 0.15256, "acc": 94.33252, "loss_bbox": 0.18947, "loss_mask": 0.20061, "loss": 0.58842, "time": 0.66854} {"mode": "train", "epoch": 32, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.01706, "loss_rpn_cls": 0.02077, "loss_rpn_bbox": 0.0292, "loss_cls": 0.14944, "acc": 94.57861, "loss_bbox": 0.19069, "loss_mask": 0.20342, "loss": 0.59352, "time": 0.66579} {"mode": "train", "epoch": 32, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01594, "loss_rpn_cls": 0.01814, "loss_rpn_bbox": 0.02617, "loss_cls": 0.14391, "acc": 94.76709, "loss_bbox": 0.18192, "loss_mask": 0.20148, "loss": 0.57162, "time": 0.66977} {"mode": "train", "epoch": 32, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01942, "loss_rpn_cls": 0.02129, "loss_rpn_bbox": 0.03106, "loss_cls": 0.15799, "acc": 94.06445, "loss_bbox": 0.20069, "loss_mask": 0.20806, "loss": 0.61909, "time": 0.67774} {"mode": "train", "epoch": 32, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.01778, "loss_rpn_cls": 0.02115, "loss_rpn_bbox": 0.02878, "loss_cls": 0.15212, "acc": 94.37012, "loss_bbox": 0.18691, "loss_mask": 0.19913, "loss": 0.58809, "time": 0.67023} {"mode": "train", "epoch": 32, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.01728, "loss_rpn_cls": 0.02095, "loss_rpn_bbox": 0.03008, "loss_cls": 0.15224, "acc": 94.3147, "loss_bbox": 0.19649, "loss_mask": 0.20935, "loss": 0.60911, "time": 0.67885} {"mode": "train", "epoch": 32, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.01778, "loss_rpn_cls": 0.01771, "loss_rpn_bbox": 0.02762, "loss_cls": 0.15069, "acc": 94.3877, "loss_bbox": 0.1868, "loss_mask": 0.20278, "loss": 0.5856, "time": 0.67282} {"mode": "train", "epoch": 32, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.01668, "loss_rpn_cls": 0.01831, "loss_rpn_bbox": 0.02866, "loss_cls": 0.14323, "acc": 94.67017, "loss_bbox": 0.17717, "loss_mask": 0.20159, "loss": 0.56896, "time": 0.67097} {"mode": "train", "epoch": 32, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.01678, "loss_rpn_cls": 0.0187, "loss_rpn_bbox": 0.02964, "loss_cls": 0.14908, "acc": 94.4834, "loss_bbox": 0.19203, "loss_mask": 0.20397, "loss": 0.59342, "time": 0.66838} {"mode": "train", "epoch": 32, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.01867, "loss_rpn_cls": 0.0221, "loss_rpn_bbox": 0.02913, "loss_cls": 0.15002, "acc": 94.46729, "loss_bbox": 0.18664, "loss_mask": 0.20605, "loss": 0.59394, "time": 0.66301} {"mode": "train", "epoch": 32, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.01712, "loss_rpn_cls": 0.02096, "loss_rpn_bbox": 0.02911, "loss_cls": 0.14799, "acc": 94.39038, "loss_bbox": 0.18744, "loss_mask": 0.19849, "loss": 0.584, "time": 0.68139} {"mode": "train", "epoch": 32, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.01872, "loss_rpn_cls": 0.02034, "loss_rpn_bbox": 0.02872, "loss_cls": 0.15029, "acc": 94.33545, "loss_bbox": 0.19094, "loss_mask": 0.208, "loss": 0.59828, "time": 0.67697} {"mode": "train", "epoch": 32, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.01804, "loss_rpn_cls": 0.01964, "loss_rpn_bbox": 0.02867, "loss_cls": 0.14818, "acc": 94.53833, "loss_bbox": 0.18507, "loss_mask": 0.20436, "loss": 0.58591, "time": 0.67635} {"mode": "train", "epoch": 32, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.01735, "loss_rpn_cls": 0.02006, "loss_rpn_bbox": 0.02807, "loss_cls": 0.14959, "acc": 94.39038, "loss_bbox": 0.18815, "loss_mask": 0.20263, "loss": 0.58851, "time": 0.65985} {"mode": "train", "epoch": 32, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.01642, "loss_rpn_cls": 0.01861, "loss_rpn_bbox": 0.02677, "loss_cls": 0.14096, "acc": 94.80786, "loss_bbox": 0.17409, "loss_mask": 0.19973, "loss": 0.56017, "time": 0.67471} {"mode": "train", "epoch": 32, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.01795, "loss_rpn_cls": 0.02016, "loss_rpn_bbox": 0.02912, "loss_cls": 0.14661, "acc": 94.62207, "loss_bbox": 0.18769, "loss_mask": 0.2022, "loss": 0.58578, "time": 0.67081} {"mode": "train", "epoch": 32, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.0169, "loss_rpn_cls": 0.01993, "loss_rpn_bbox": 0.02703, "loss_cls": 0.14967, "acc": 94.41089, "loss_bbox": 0.18778, "loss_mask": 0.2052, "loss": 0.58961, "time": 0.66979} {"mode": "train", "epoch": 32, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.01841, "loss_rpn_cls": 0.01905, "loss_rpn_bbox": 0.02715, "loss_cls": 0.14774, "acc": 94.45825, "loss_bbox": 0.18597, "loss_mask": 0.20378, "loss": 0.58369, "time": 0.66421} {"mode": "train", "epoch": 32, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.0155, "loss_rpn_cls": 0.01846, "loss_rpn_bbox": 0.0277, "loss_cls": 0.14397, "acc": 94.65112, "loss_bbox": 0.18486, "loss_mask": 0.20337, "loss": 0.57836, "time": 0.66248} {"mode": "train", "epoch": 32, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.0155, "loss_rpn_cls": 0.01802, "loss_rpn_bbox": 0.02728, "loss_cls": 0.14548, "acc": 94.56592, "loss_bbox": 0.1789, "loss_mask": 0.19311, "loss": 0.56278, "time": 0.66979} {"mode": "train", "epoch": 32, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.01807, "loss_rpn_cls": 0.02042, "loss_rpn_bbox": 0.02873, "loss_cls": 0.1488, "acc": 94.51514, "loss_bbox": 0.18567, "loss_mask": 0.20028, "loss": 0.5839, "time": 0.6815} {"mode": "train", "epoch": 32, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.01729, "loss_rpn_cls": 0.01838, "loss_rpn_bbox": 0.02509, "loss_cls": 0.14179, "acc": 94.73926, "loss_bbox": 0.17759, "loss_mask": 0.20037, "loss": 0.56323, "time": 0.66349} {"mode": "train", "epoch": 32, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.01917, "loss_rpn_cls": 0.01805, "loss_rpn_bbox": 0.02566, "loss_cls": 0.13891, "acc": 94.87598, "loss_bbox": 0.17691, "loss_mask": 0.19426, "loss": 0.55378, "time": 0.67382} {"mode": "train", "epoch": 32, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.01516, "loss_rpn_cls": 0.01933, "loss_rpn_bbox": 0.02648, "loss_cls": 0.14611, "acc": 94.56055, "loss_bbox": 0.18291, "loss_mask": 0.19891, "loss": 0.57374, "time": 0.67058} {"mode": "train", "epoch": 32, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.01636, "loss_rpn_cls": 0.01976, "loss_rpn_bbox": 0.02835, "loss_cls": 0.14788, "acc": 94.5437, "loss_bbox": 0.18962, "loss_mask": 0.19913, "loss": 0.58475, "time": 0.67073} {"mode": "train", "epoch": 32, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.01803, "loss_rpn_cls": 0.02126, "loss_rpn_bbox": 0.03159, "loss_cls": 0.15371, "acc": 94.31006, "loss_bbox": 0.19544, "loss_mask": 0.20432, "loss": 0.60632, "time": 0.68084} {"mode": "train", "epoch": 32, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.01668, "loss_rpn_cls": 0.0203, "loss_rpn_bbox": 0.02956, "loss_cls": 0.15131, "acc": 94.37598, "loss_bbox": 0.19018, "loss_mask": 0.20439, "loss": 0.59574, "time": 0.667} {"mode": "train", "epoch": 32, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.01771, "loss_rpn_cls": 0.02011, "loss_rpn_bbox": 0.02671, "loss_cls": 0.14326, "acc": 94.61328, "loss_bbox": 0.18413, "loss_mask": 0.20008, "loss": 0.57428, "time": 0.68178} {"mode": "train", "epoch": 32, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.02039, "loss_rpn_cls": 0.01852, "loss_rpn_bbox": 0.02819, "loss_cls": 0.15162, "acc": 94.38525, "loss_bbox": 0.18877, "loss_mask": 0.20449, "loss": 0.5916, "time": 0.67304} {"mode": "train", "epoch": 32, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.018, "loss_rpn_cls": 0.02022, "loss_rpn_bbox": 0.02645, "loss_cls": 0.15234, "acc": 94.43701, "loss_bbox": 0.18617, "loss_mask": 0.20232, "loss": 0.58749, "time": 0.67319} {"mode": "train", "epoch": 32, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.01528, "loss_rpn_cls": 0.01928, "loss_rpn_bbox": 0.02881, "loss_cls": 0.15036, "acc": 94.46777, "loss_bbox": 0.19226, "loss_mask": 0.20515, "loss": 0.59585, "time": 0.6711} {"mode": "train", "epoch": 32, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.01722, "loss_rpn_cls": 0.01798, "loss_rpn_bbox": 0.02694, "loss_cls": 0.14237, "acc": 94.76099, "loss_bbox": 0.18177, "loss_mask": 0.19923, "loss": 0.56828, "time": 0.67095} {"mode": "train", "epoch": 32, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.01807, "loss_rpn_cls": 0.02023, "loss_rpn_bbox": 0.02937, "loss_cls": 0.15038, "acc": 94.43457, "loss_bbox": 0.18932, "loss_mask": 0.20245, "loss": 0.59175, "time": 0.66697} {"mode": "train", "epoch": 32, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.01758, "loss_rpn_cls": 0.01984, "loss_rpn_bbox": 0.02672, "loss_cls": 0.14163, "acc": 94.7478, "loss_bbox": 0.17875, "loss_mask": 0.19422, "loss": 0.56117, "time": 0.67734} {"mode": "train", "epoch": 32, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.01478, "loss_rpn_cls": 0.02031, "loss_rpn_bbox": 0.03045, "loss_cls": 0.15207, "acc": 94.32739, "loss_bbox": 0.19851, "loss_mask": 0.21208, "loss": 0.61343, "time": 0.67704} {"mode": "train", "epoch": 32, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.0168, "loss_rpn_cls": 0.01948, "loss_rpn_bbox": 0.02848, "loss_cls": 0.14823, "acc": 94.3811, "loss_bbox": 0.19133, "loss_mask": 0.2031, "loss": 0.59062, "time": 0.68968} {"mode": "train", "epoch": 32, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.0164, "loss_rpn_cls": 0.01931, "loss_rpn_bbox": 0.02882, "loss_cls": 0.14657, "acc": 94.51416, "loss_bbox": 0.18773, "loss_mask": 0.20156, "loss": 0.58398, "time": 0.67625} {"mode": "train", "epoch": 32, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.02128, "loss_rpn_cls": 0.01921, "loss_rpn_bbox": 0.02886, "loss_cls": 0.15189, "acc": 94.37183, "loss_bbox": 0.19241, "loss_mask": 0.19935, "loss": 0.59173, "time": 0.67236} {"mode": "train", "epoch": 32, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.01845, "loss_rpn_cls": 0.01948, "loss_rpn_bbox": 0.02792, "loss_cls": 0.14948, "acc": 94.50513, "loss_bbox": 0.18636, "loss_mask": 0.19994, "loss": 0.58318, "time": 0.67102} {"mode": "train", "epoch": 32, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01864, "loss_rpn_cls": 0.01952, "loss_rpn_bbox": 0.02856, "loss_cls": 0.15077, "acc": 94.35962, "loss_bbox": 0.18895, "loss_mask": 0.20468, "loss": 0.59247, "time": 0.66896} {"mode": "train", "epoch": 32, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.01819, "loss_rpn_cls": 0.01867, "loss_rpn_bbox": 0.02945, "loss_cls": 0.15001, "acc": 94.39209, "loss_bbox": 0.18988, "loss_mask": 0.20144, "loss": 0.58945, "time": 0.6726} {"mode": "train", "epoch": 32, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01633, "loss_rpn_cls": 0.01911, "loss_rpn_bbox": 0.02711, "loss_cls": 0.14363, "acc": 94.72388, "loss_bbox": 0.17791, "loss_mask": 0.19616, "loss": 0.56391, "time": 0.66687} {"mode": "train", "epoch": 32, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.01633, "loss_rpn_cls": 0.0192, "loss_rpn_bbox": 0.02608, "loss_cls": 0.13811, "acc": 94.8501, "loss_bbox": 0.18084, "loss_mask": 0.19638, "loss": 0.56061, "time": 0.68637} {"mode": "train", "epoch": 32, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.01677, "loss_rpn_cls": 0.02034, "loss_rpn_bbox": 0.02859, "loss_cls": 0.14367, "acc": 94.68286, "loss_bbox": 0.18279, "loss_mask": 0.20002, "loss": 0.57541, "time": 0.67054} {"mode": "train", "epoch": 32, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.01784, "loss_rpn_cls": 0.01803, "loss_rpn_bbox": 0.02889, "loss_cls": 0.15026, "acc": 94.48389, "loss_bbox": 0.18563, "loss_mask": 0.20328, "loss": 0.5861, "time": 0.67628} {"mode": "train", "epoch": 32, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.01646, "loss_rpn_cls": 0.02023, "loss_rpn_bbox": 0.02965, "loss_cls": 0.15287, "acc": 94.40625, "loss_bbox": 0.19333, "loss_mask": 0.20414, "loss": 0.60022, "time": 0.66696} {"mode": "train", "epoch": 32, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.01829, "loss_rpn_cls": 0.02206, "loss_rpn_bbox": 0.02921, "loss_cls": 0.15391, "acc": 94.32129, "loss_bbox": 0.1953, "loss_mask": 0.20636, "loss": 0.60684, "time": 0.66916} {"mode": "train", "epoch": 32, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.01701, "loss_rpn_cls": 0.01941, "loss_rpn_bbox": 0.02536, "loss_cls": 0.14213, "acc": 94.79492, "loss_bbox": 0.17298, "loss_mask": 0.19724, "loss": 0.55712, "time": 0.66635} {"mode": "train", "epoch": 32, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.01582, "loss_rpn_cls": 0.01946, "loss_rpn_bbox": 0.02564, "loss_cls": 0.13985, "acc": 94.83569, "loss_bbox": 0.181, "loss_mask": 0.20183, "loss": 0.56777, "time": 0.66351} {"mode": "train", "epoch": 32, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.01796, "loss_rpn_cls": 0.01917, "loss_rpn_bbox": 0.02912, "loss_cls": 0.15509, "acc": 94.20264, "loss_bbox": 0.19907, "loss_mask": 0.20707, "loss": 0.60952, "time": 0.67761} {"mode": "train", "epoch": 32, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01798, "loss_rpn_cls": 0.01941, "loss_rpn_bbox": 0.02799, "loss_cls": 0.14211, "acc": 94.82715, "loss_bbox": 0.17873, "loss_mask": 0.19977, "loss": 0.56801, "time": 0.67685} {"mode": "train", "epoch": 32, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01848, "loss_rpn_cls": 0.02012, "loss_rpn_bbox": 0.02914, "loss_cls": 0.14637, "acc": 94.59741, "loss_bbox": 0.19059, "loss_mask": 0.20348, "loss": 0.5897, "time": 0.66856} {"mode": "train", "epoch": 32, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01778, "loss_rpn_cls": 0.01848, "loss_rpn_bbox": 0.02791, "loss_cls": 0.15405, "acc": 94.28296, "loss_bbox": 0.19408, "loss_mask": 0.19945, "loss": 0.59397, "time": 0.66837} {"mode": "train", "epoch": 32, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01693, "loss_rpn_cls": 0.02047, "loss_rpn_bbox": 0.02839, "loss_cls": 0.15054, "acc": 94.36328, "loss_bbox": 0.18795, "loss_mask": 0.19955, "loss": 0.58689, "time": 0.66803} {"mode": "train", "epoch": 32, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.0182, "loss_rpn_cls": 0.0222, "loss_rpn_bbox": 0.02856, "loss_cls": 0.1539, "acc": 94.40039, "loss_bbox": 0.1897, "loss_mask": 0.19836, "loss": 0.59271, "time": 0.67563} {"mode": "train", "epoch": 32, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.01762, "loss_rpn_cls": 0.02066, "loss_rpn_bbox": 0.02982, "loss_cls": 0.15144, "acc": 94.27075, "loss_bbox": 0.19727, "loss_mask": 0.20707, "loss": 0.60626, "time": 0.66794} {"mode": "train", "epoch": 32, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.0164, "loss_rpn_cls": 0.02128, "loss_rpn_bbox": 0.02934, "loss_cls": 0.1493, "acc": 94.5354, "loss_bbox": 0.18792, "loss_mask": 0.20562, "loss": 0.59346, "time": 0.66896} {"mode": "train", "epoch": 32, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.01854, "loss_rpn_cls": 0.02234, "loss_rpn_bbox": 0.03143, "loss_cls": 0.1526, "acc": 94.34253, "loss_bbox": 0.19013, "loss_mask": 0.20252, "loss": 0.59902, "time": 0.67663} {"mode": "train", "epoch": 32, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.01764, "loss_rpn_cls": 0.02009, "loss_rpn_bbox": 0.02765, "loss_cls": 0.15398, "acc": 94.28369, "loss_bbox": 0.18921, "loss_mask": 0.20525, "loss": 0.59618, "time": 0.6626} {"mode": "train", "epoch": 32, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.01887, "loss_rpn_cls": 0.02114, "loss_rpn_bbox": 0.02925, "loss_cls": 0.15145, "acc": 94.42578, "loss_bbox": 0.18953, "loss_mask": 0.20186, "loss": 0.59323, "time": 0.66791} {"mode": "train", "epoch": 32, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.01684, "loss_rpn_cls": 0.01631, "loss_rpn_bbox": 0.02607, "loss_cls": 0.13733, "acc": 94.91528, "loss_bbox": 0.1765, "loss_mask": 0.19713, "loss": 0.55334, "time": 0.6756} {"mode": "train", "epoch": 32, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01636, "loss_rpn_cls": 0.01971, "loss_rpn_bbox": 0.02834, "loss_cls": 0.15465, "acc": 94.1582, "loss_bbox": 0.19707, "loss_mask": 0.20932, "loss": 0.60909, "time": 0.67748} {"mode": "train", "epoch": 32, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.01787, "loss_rpn_cls": 0.01867, "loss_rpn_bbox": 0.02647, "loss_cls": 0.14182, "acc": 94.70679, "loss_bbox": 0.18162, "loss_mask": 0.20112, "loss": 0.5697, "time": 0.67188} {"mode": "train", "epoch": 32, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.01722, "loss_rpn_cls": 0.01909, "loss_rpn_bbox": 0.03054, "loss_cls": 0.14896, "acc": 94.39551, "loss_bbox": 0.19259, "loss_mask": 0.20462, "loss": 0.59581, "time": 0.68026} {"mode": "train", "epoch": 32, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.01755, "loss_rpn_cls": 0.01991, "loss_rpn_bbox": 0.02693, "loss_cls": 0.14219, "acc": 94.83374, "loss_bbox": 0.17926, "loss_mask": 0.19951, "loss": 0.5678, "time": 0.67061} {"mode": "train", "epoch": 32, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.0165, "loss_rpn_cls": 0.01996, "loss_rpn_bbox": 0.02731, "loss_cls": 0.14763, "acc": 94.61597, "loss_bbox": 0.18321, "loss_mask": 0.19962, "loss": 0.57772, "time": 0.66275} {"mode": "train", "epoch": 32, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01714, "loss_rpn_cls": 0.02071, "loss_rpn_bbox": 0.02957, "loss_cls": 0.15147, "acc": 94.35669, "loss_bbox": 0.19493, "loss_mask": 0.20139, "loss": 0.59807, "time": 0.67369} {"mode": "train", "epoch": 32, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.01904, "loss_rpn_cls": 0.01843, "loss_rpn_bbox": 0.02753, "loss_cls": 0.14405, "acc": 94.67554, "loss_bbox": 0.18385, "loss_mask": 0.20369, "loss": 0.57753, "time": 0.65841} {"mode": "train", "epoch": 32, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.02057, "loss_rpn_cls": 0.01814, "loss_rpn_bbox": 0.0277, "loss_cls": 0.14354, "acc": 94.6543, "loss_bbox": 0.18234, "loss_mask": 0.19994, "loss": 0.57166, "time": 0.67892} {"mode": "train", "epoch": 32, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.01696, "loss_rpn_cls": 0.0178, "loss_rpn_bbox": 0.02753, "loss_cls": 0.14724, "acc": 94.47925, "loss_bbox": 0.18454, "loss_mask": 0.20313, "loss": 0.58026, "time": 0.66384} {"mode": "train", "epoch": 32, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01779, "loss_rpn_cls": 0.01797, "loss_rpn_bbox": 0.02807, "loss_cls": 0.14974, "acc": 94.44531, "loss_bbox": 0.19122, "loss_mask": 0.20418, "loss": 0.59118, "time": 0.68983} {"mode": "train", "epoch": 32, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.01685, "loss_rpn_cls": 0.0203, "loss_rpn_bbox": 0.02867, "loss_cls": 0.14909, "acc": 94.41382, "loss_bbox": 0.19421, "loss_mask": 0.20508, "loss": 0.59737, "time": 0.66007} {"mode": "train", "epoch": 32, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01713, "loss_rpn_cls": 0.0193, "loss_rpn_bbox": 0.02801, "loss_cls": 0.14552, "acc": 94.56689, "loss_bbox": 0.18737, "loss_mask": 0.19954, "loss": 0.57975, "time": 0.66577} {"mode": "train", "epoch": 32, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.01865, "loss_rpn_cls": 0.01958, "loss_rpn_bbox": 0.02892, "loss_cls": 0.15315, "acc": 94.38159, "loss_bbox": 0.18702, "loss_mask": 0.20364, "loss": 0.5923, "time": 0.66772} {"mode": "train", "epoch": 32, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.0167, "loss_rpn_cls": 0.019, "loss_rpn_bbox": 0.02762, "loss_cls": 0.14698, "acc": 94.58008, "loss_bbox": 0.18386, "loss_mask": 0.20253, "loss": 0.57999, "time": 0.66721} {"mode": "train", "epoch": 32, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.01785, "loss_rpn_cls": 0.02041, "loss_rpn_bbox": 0.02784, "loss_cls": 0.14519, "acc": 94.60571, "loss_bbox": 0.18178, "loss_mask": 0.20024, "loss": 0.57547, "time": 0.67206} {"mode": "train", "epoch": 32, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.01916, "loss_rpn_cls": 0.02004, "loss_rpn_bbox": 0.02735, "loss_cls": 0.14029, "acc": 94.7749, "loss_bbox": 0.17889, "loss_mask": 0.19906, "loss": 0.56562, "time": 0.66566} {"mode": "train", "epoch": 32, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.01771, "loss_rpn_cls": 0.01941, "loss_rpn_bbox": 0.02832, "loss_cls": 0.1476, "acc": 94.52368, "loss_bbox": 0.18691, "loss_mask": 0.19767, "loss": 0.57991, "time": 0.67381} {"mode": "train", "epoch": 32, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.01673, "loss_rpn_cls": 0.01839, "loss_rpn_bbox": 0.02642, "loss_cls": 0.14325, "acc": 94.71729, "loss_bbox": 0.18174, "loss_mask": 0.19849, "loss": 0.56829, "time": 0.66737} {"mode": "train", "epoch": 32, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.01647, "loss_rpn_cls": 0.01967, "loss_rpn_bbox": 0.02951, "loss_cls": 0.15305, "acc": 94.31445, "loss_bbox": 0.1932, "loss_mask": 0.20161, "loss": 0.59705, "time": 0.67717} {"mode": "train", "epoch": 32, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.0192, "loss_rpn_cls": 0.02062, "loss_rpn_bbox": 0.02849, "loss_cls": 0.14546, "acc": 94.55347, "loss_bbox": 0.18544, "loss_mask": 0.20325, "loss": 0.58325, "time": 0.67195} {"mode": "train", "epoch": 32, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.01725, "loss_rpn_cls": 0.01716, "loss_rpn_bbox": 0.02553, "loss_cls": 0.14128, "acc": 94.70532, "loss_bbox": 0.17613, "loss_mask": 0.19582, "loss": 0.55592, "time": 0.67031} {"mode": "train", "epoch": 32, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.01856, "loss_rpn_cls": 0.01742, "loss_rpn_bbox": 0.02783, "loss_cls": 0.14583, "acc": 94.58716, "loss_bbox": 0.18428, "loss_mask": 0.19558, "loss": 0.57093, "time": 0.66441} {"mode": "train", "epoch": 32, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.01732, "loss_rpn_cls": 0.02054, "loss_rpn_bbox": 0.0288, "loss_cls": 0.15276, "acc": 94.32739, "loss_bbox": 0.18846, "loss_mask": 0.20542, "loss": 0.59599, "time": 0.671} {"mode": "train", "epoch": 32, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.01768, "loss_rpn_cls": 0.02014, "loss_rpn_bbox": 0.02866, "loss_cls": 0.1452, "acc": 94.64185, "loss_bbox": 0.1825, "loss_mask": 0.20282, "loss": 0.57933, "time": 0.66818} {"mode": "train", "epoch": 32, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.01639, "loss_rpn_cls": 0.01868, "loss_rpn_bbox": 0.02696, "loss_cls": 0.14196, "acc": 94.77173, "loss_bbox": 0.18142, "loss_mask": 0.20068, "loss": 0.5697, "time": 0.67775} {"mode": "train", "epoch": 32, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.01947, "loss_rpn_cls": 0.01943, "loss_rpn_bbox": 0.02666, "loss_cls": 0.14134, "acc": 94.72119, "loss_bbox": 0.18004, "loss_mask": 0.19931, "loss": 0.56678, "time": 0.675} {"mode": "train", "epoch": 32, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.01776, "loss_rpn_cls": 0.02081, "loss_rpn_bbox": 0.02884, "loss_cls": 0.14502, "acc": 94.61426, "loss_bbox": 0.1859, "loss_mask": 0.20519, "loss": 0.58576, "time": 0.67197} {"mode": "train", "epoch": 32, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.0185, "loss_rpn_cls": 0.01934, "loss_rpn_bbox": 0.0297, "loss_cls": 0.15072, "acc": 94.39575, "loss_bbox": 0.19465, "loss_mask": 0.20369, "loss": 0.5981, "time": 0.67538} {"mode": "train", "epoch": 32, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.01608, "loss_rpn_cls": 0.01938, "loss_rpn_bbox": 0.02712, "loss_cls": 0.14464, "acc": 94.63354, "loss_bbox": 0.18129, "loss_mask": 0.20075, "loss": 0.57318, "time": 0.66714} {"mode": "train", "epoch": 32, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.02075, "loss_rpn_cls": 0.0186, "loss_rpn_bbox": 0.02686, "loss_cls": 0.14301, "acc": 94.73022, "loss_bbox": 0.181, "loss_mask": 0.20006, "loss": 0.56953, "time": 0.66059} {"mode": "train", "epoch": 32, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.01944, "loss_rpn_cls": 0.01953, "loss_rpn_bbox": 0.02671, "loss_cls": 0.14308, "acc": 94.68896, "loss_bbox": 0.18128, "loss_mask": 0.19406, "loss": 0.56466, "time": 0.66901} {"mode": "train", "epoch": 32, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.01807, "loss_rpn_cls": 0.0208, "loss_rpn_bbox": 0.02938, "loss_cls": 0.1489, "acc": 94.42871, "loss_bbox": 0.18739, "loss_mask": 0.20198, "loss": 0.58845, "time": 0.66924} {"mode": "train", "epoch": 32, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.01676, "loss_rpn_cls": 0.02293, "loss_rpn_bbox": 0.02987, "loss_cls": 0.15207, "acc": 94.35449, "loss_bbox": 0.19777, "loss_mask": 0.20621, "loss": 0.60885, "time": 0.66655} {"mode": "train", "epoch": 32, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.01577, "loss_rpn_cls": 0.01932, "loss_rpn_bbox": 0.02835, "loss_cls": 0.14629, "acc": 94.60571, "loss_bbox": 0.18498, "loss_mask": 0.20014, "loss": 0.57908, "time": 0.65261} {"mode": "train", "epoch": 32, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.01582, "loss_rpn_cls": 0.0204, "loss_rpn_bbox": 0.02757, "loss_cls": 0.15367, "acc": 94.37036, "loss_bbox": 0.18721, "loss_mask": 0.20388, "loss": 0.59272, "time": 0.66225} {"mode": "train", "epoch": 32, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.0188, "loss_rpn_cls": 0.01987, "loss_rpn_bbox": 0.02931, "loss_cls": 0.15909, "acc": 94.18091, "loss_bbox": 0.19691, "loss_mask": 0.20512, "loss": 0.61028, "time": 0.68306} {"mode": "train", "epoch": 32, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01587, "loss_rpn_cls": 0.01941, "loss_rpn_bbox": 0.02794, "loss_cls": 0.1469, "acc": 94.6123, "loss_bbox": 0.18482, "loss_mask": 0.19819, "loss": 0.57726, "time": 0.66567} {"mode": "train", "epoch": 32, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.01572, "loss_rpn_cls": 0.01706, "loss_rpn_bbox": 0.02369, "loss_cls": 0.13831, "acc": 94.85522, "loss_bbox": 0.17592, "loss_mask": 0.19411, "loss": 0.54909, "time": 0.65243} {"mode": "train", "epoch": 32, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.01775, "loss_rpn_cls": 0.02062, "loss_rpn_bbox": 0.02792, "loss_cls": 0.14824, "acc": 94.51611, "loss_bbox": 0.18576, "loss_mask": 0.19807, "loss": 0.58061, "time": 0.66924} {"mode": "train", "epoch": 32, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.01698, "loss_rpn_cls": 0.02021, "loss_rpn_bbox": 0.02938, "loss_cls": 0.15164, "acc": 94.30127, "loss_bbox": 0.19377, "loss_mask": 0.20651, "loss": 0.60151, "time": 0.67018} {"mode": "train", "epoch": 32, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01657, "loss_rpn_cls": 0.01913, "loss_rpn_bbox": 0.02707, "loss_cls": 0.14384, "acc": 94.57617, "loss_bbox": 0.17899, "loss_mask": 0.1946, "loss": 0.56363, "time": 0.6738} {"mode": "train", "epoch": 32, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.01833, "loss_rpn_cls": 0.02238, "loss_rpn_bbox": 0.03016, "loss_cls": 0.14913, "acc": 94.49561, "loss_bbox": 0.18913, "loss_mask": 0.20431, "loss": 0.5951, "time": 0.66916} {"mode": "train", "epoch": 32, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.01614, "loss_rpn_cls": 0.0204, "loss_rpn_bbox": 0.02738, "loss_cls": 0.14486, "acc": 94.54419, "loss_bbox": 0.18403, "loss_mask": 0.20123, "loss": 0.5779, "time": 0.66026} {"mode": "train", "epoch": 32, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01794, "loss_rpn_cls": 0.02048, "loss_rpn_bbox": 0.0295, "loss_cls": 0.15603, "acc": 94.25049, "loss_bbox": 0.19727, "loss_mask": 0.20751, "loss": 0.61079, "time": 0.66967} {"mode": "train", "epoch": 32, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.01629, "loss_rpn_cls": 0.01891, "loss_rpn_bbox": 0.02822, "loss_cls": 0.14939, "acc": 94.48145, "loss_bbox": 0.18556, "loss_mask": 0.19827, "loss": 0.58036, "time": 0.67126} {"mode": "train", "epoch": 32, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.01985, "loss_rpn_cls": 0.01834, "loss_rpn_bbox": 0.02704, "loss_cls": 0.1449, "acc": 94.60205, "loss_bbox": 0.18686, "loss_mask": 0.19742, "loss": 0.57457, "time": 0.67092} {"mode": "train", "epoch": 32, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.01869, "loss_rpn_cls": 0.01824, "loss_rpn_bbox": 0.0264, "loss_cls": 0.14379, "acc": 94.70288, "loss_bbox": 0.1839, "loss_mask": 0.19919, "loss": 0.57152, "time": 0.66478} {"mode": "train", "epoch": 32, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.01744, "loss_rpn_cls": 0.01775, "loss_rpn_bbox": 0.02699, "loss_cls": 0.1508, "acc": 94.35107, "loss_bbox": 0.19309, "loss_mask": 0.20248, "loss": 0.59111, "time": 0.66094} {"mode": "train", "epoch": 32, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.01459, "loss_rpn_cls": 0.01901, "loss_rpn_bbox": 0.02713, "loss_cls": 0.14326, "acc": 94.6355, "loss_bbox": 0.18266, "loss_mask": 0.2011, "loss": 0.57317, "time": 0.66862} {"mode": "train", "epoch": 32, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.0167, "loss_rpn_cls": 0.02012, "loss_rpn_bbox": 0.02741, "loss_cls": 0.14668, "acc": 94.54712, "loss_bbox": 0.18792, "loss_mask": 0.20408, "loss": 0.58621, "time": 0.66281} {"mode": "train", "epoch": 32, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01862, "loss_rpn_cls": 0.01792, "loss_rpn_bbox": 0.02634, "loss_cls": 0.14282, "acc": 94.64575, "loss_bbox": 0.17694, "loss_mask": 0.19395, "loss": 0.55796, "time": 0.67036} {"mode": "train", "epoch": 32, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01849, "loss_rpn_cls": 0.02124, "loss_rpn_bbox": 0.02939, "loss_cls": 0.14823, "acc": 94.55273, "loss_bbox": 0.1848, "loss_mask": 0.20139, "loss": 0.58505, "time": 0.67288} {"mode": "train", "epoch": 32, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.0161, "loss_rpn_cls": 0.01862, "loss_rpn_bbox": 0.0263, "loss_cls": 0.15025, "acc": 94.4751, "loss_bbox": 0.19024, "loss_mask": 0.19899, "loss": 0.5844, "time": 0.66739} {"mode": "train", "epoch": 32, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.01793, "loss_rpn_cls": 0.0186, "loss_rpn_bbox": 0.02554, "loss_cls": 0.1398, "acc": 94.74414, "loss_bbox": 0.17738, "loss_mask": 0.19983, "loss": 0.56115, "time": 0.668} {"mode": "train", "epoch": 32, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.018, "loss_rpn_cls": 0.01691, "loss_rpn_bbox": 0.02597, "loss_cls": 0.14285, "acc": 94.63428, "loss_bbox": 0.18675, "loss_mask": 0.19658, "loss": 0.56906, "time": 0.67655} {"mode": "train", "epoch": 32, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.01901, "loss_rpn_cls": 0.01952, "loss_rpn_bbox": 0.02845, "loss_cls": 0.14787, "acc": 94.5083, "loss_bbox": 0.1896, "loss_mask": 0.19665, "loss": 0.58209, "time": 0.69516} {"mode": "train", "epoch": 32, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.01772, "loss_rpn_cls": 0.01789, "loss_rpn_bbox": 0.02712, "loss_cls": 0.14562, "acc": 94.52271, "loss_bbox": 0.1892, "loss_mask": 0.20636, "loss": 0.58619, "time": 0.6641} {"mode": "train", "epoch": 32, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.01838, "loss_rpn_cls": 0.01719, "loss_rpn_bbox": 0.02462, "loss_cls": 0.13487, "acc": 94.95093, "loss_bbox": 0.17332, "loss_mask": 0.19999, "loss": 0.55, "time": 0.66343} {"mode": "train", "epoch": 32, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.01793, "loss_rpn_cls": 0.0197, "loss_rpn_bbox": 0.02752, "loss_cls": 0.14629, "acc": 94.62305, "loss_bbox": 0.18729, "loss_mask": 0.20006, "loss": 0.58086, "time": 0.66662} {"mode": "train", "epoch": 32, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01579, "loss_rpn_cls": 0.01883, "loss_rpn_bbox": 0.02793, "loss_cls": 0.14637, "acc": 94.55542, "loss_bbox": 0.18633, "loss_mask": 0.20016, "loss": 0.57962, "time": 0.67274} {"mode": "train", "epoch": 32, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01656, "loss_rpn_cls": 0.01836, "loss_rpn_bbox": 0.02816, "loss_cls": 0.14822, "acc": 94.45532, "loss_bbox": 0.18831, "loss_mask": 0.20444, "loss": 0.58749, "time": 0.671} {"mode": "val", "epoch": 32, "iter": 625, "lr": 0.0, "bbox_mAP": 0.5384, "bbox_mAP_50": 0.7542, "bbox_mAP_75": 0.595, "bbox_mAP_s": 0.3844, "bbox_mAP_m": 0.5763, "bbox_mAP_l": 0.6828, "bbox_mAP_copypaste": "0.5384 0.7542 0.5950 0.3844 0.5763 0.6828", "segm_mAP": 0.4747, "segm_mAP_50": 0.7271, "segm_mAP_75": 0.516, "segm_mAP_s": 0.2834, "segm_mAP_m": 0.5121, "segm_mAP_l": 0.67, "segm_mAP_copypaste": "0.4747 0.7271 0.5160 0.2834 0.5121 0.6700"} {"mode": "train", "epoch": 33, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.74669, "loss_rpn_cls": 0.021, "loss_rpn_bbox": 0.0316, "loss_cls": 0.15781, "acc": 94.1792, "loss_bbox": 0.19861, "loss_mask": 0.20436, "loss": 0.61338, "time": 1.40171} {"mode": "train", "epoch": 33, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.01642, "loss_rpn_cls": 0.02001, "loss_rpn_bbox": 0.02848, "loss_cls": 0.14923, "acc": 94.40967, "loss_bbox": 0.18839, "loss_mask": 0.20044, "loss": 0.58656, "time": 0.68468} {"mode": "train", "epoch": 33, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.0166, "loss_rpn_cls": 0.01762, "loss_rpn_bbox": 0.02817, "loss_cls": 0.14876, "acc": 94.49365, "loss_bbox": 0.1903, "loss_mask": 0.20071, "loss": 0.58557, "time": 0.67494} {"mode": "train", "epoch": 33, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.01689, "loss_rpn_cls": 0.0188, "loss_rpn_bbox": 0.02896, "loss_cls": 0.154, "acc": 94.29297, "loss_bbox": 0.19213, "loss_mask": 0.20876, "loss": 0.60265, "time": 0.67905} {"mode": "train", "epoch": 33, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.01837, "loss_rpn_cls": 0.01568, "loss_rpn_bbox": 0.02593, "loss_cls": 0.13975, "acc": 94.7063, "loss_bbox": 0.17895, "loss_mask": 0.19717, "loss": 0.55748, "time": 0.66334} {"mode": "train", "epoch": 33, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.01671, "loss_rpn_cls": 0.02008, "loss_rpn_bbox": 0.02819, "loss_cls": 0.1459, "acc": 94.55078, "loss_bbox": 0.18253, "loss_mask": 0.19619, "loss": 0.57289, "time": 0.67589} {"mode": "train", "epoch": 33, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.01865, "loss_rpn_cls": 0.02004, "loss_rpn_bbox": 0.02902, "loss_cls": 0.15235, "acc": 94.36621, "loss_bbox": 0.19188, "loss_mask": 0.2008, "loss": 0.5941, "time": 0.67038} {"mode": "train", "epoch": 33, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.01707, "loss_rpn_cls": 0.01904, "loss_rpn_bbox": 0.02848, "loss_cls": 0.14773, "acc": 94.47656, "loss_bbox": 0.19206, "loss_mask": 0.19979, "loss": 0.5871, "time": 0.68007} {"mode": "train", "epoch": 33, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.01706, "loss_rpn_cls": 0.01835, "loss_rpn_bbox": 0.02675, "loss_cls": 0.14547, "acc": 94.56934, "loss_bbox": 0.18732, "loss_mask": 0.20498, "loss": 0.58287, "time": 0.67473} {"mode": "train", "epoch": 33, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.01548, "loss_rpn_cls": 0.01821, "loss_rpn_bbox": 0.02715, "loss_cls": 0.14338, "acc": 94.60718, "loss_bbox": 0.18323, "loss_mask": 0.19895, "loss": 0.57092, "time": 0.66004} {"mode": "train", "epoch": 33, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01571, "loss_rpn_cls": 0.01972, "loss_rpn_bbox": 0.02807, "loss_cls": 0.14807, "acc": 94.55469, "loss_bbox": 0.18678, "loss_mask": 0.20279, "loss": 0.58544, "time": 0.66893} {"mode": "train", "epoch": 33, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.01684, "loss_rpn_cls": 0.01896, "loss_rpn_bbox": 0.02838, "loss_cls": 0.1432, "acc": 94.63013, "loss_bbox": 0.18312, "loss_mask": 0.19975, "loss": 0.57342, "time": 0.67403} {"mode": "train", "epoch": 33, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.01427, "loss_rpn_cls": 0.019, "loss_rpn_bbox": 0.02712, "loss_cls": 0.13728, "acc": 94.91113, "loss_bbox": 0.17483, "loss_mask": 0.19455, "loss": 0.55279, "time": 0.67312} {"mode": "train", "epoch": 33, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.01494, "loss_rpn_cls": 0.01918, "loss_rpn_bbox": 0.02735, "loss_cls": 0.14292, "acc": 94.64893, "loss_bbox": 0.18266, "loss_mask": 0.20021, "loss": 0.57233, "time": 0.66776} {"mode": "train", "epoch": 33, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.0166, "loss_rpn_cls": 0.02077, "loss_rpn_bbox": 0.02911, "loss_cls": 0.14993, "acc": 94.43384, "loss_bbox": 0.19142, "loss_mask": 0.19913, "loss": 0.59036, "time": 0.6745} {"mode": "train", "epoch": 33, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.01432, "loss_rpn_cls": 0.01761, "loss_rpn_bbox": 0.02619, "loss_cls": 0.14392, "acc": 94.58887, "loss_bbox": 0.18329, "loss_mask": 0.19809, "loss": 0.56911, "time": 0.68008} {"mode": "train", "epoch": 33, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.01752, "loss_rpn_cls": 0.0195, "loss_rpn_bbox": 0.02839, "loss_cls": 0.14461, "acc": 94.57495, "loss_bbox": 0.19037, "loss_mask": 0.20074, "loss": 0.58361, "time": 0.66833} {"mode": "train", "epoch": 33, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.01836, "loss_rpn_cls": 0.0185, "loss_rpn_bbox": 0.02828, "loss_cls": 0.14576, "acc": 94.60864, "loss_bbox": 0.18257, "loss_mask": 0.19994, "loss": 0.57506, "time": 0.66921} {"mode": "train", "epoch": 33, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.01684, "loss_rpn_cls": 0.01983, "loss_rpn_bbox": 0.02659, "loss_cls": 0.13868, "acc": 94.91968, "loss_bbox": 0.17727, "loss_mask": 0.19596, "loss": 0.55832, "time": 0.67554} {"mode": "train", "epoch": 33, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.01819, "loss_rpn_cls": 0.01955, "loss_rpn_bbox": 0.02777, "loss_cls": 0.14684, "acc": 94.53516, "loss_bbox": 0.18582, "loss_mask": 0.20157, "loss": 0.58154, "time": 0.67387} {"mode": "train", "epoch": 33, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01753, "loss_rpn_cls": 0.01991, "loss_rpn_bbox": 0.02789, "loss_cls": 0.14411, "acc": 94.64551, "loss_bbox": 0.17896, "loss_mask": 0.19491, "loss": 0.56578, "time": 0.66436} {"mode": "train", "epoch": 33, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.01918, "loss_rpn_cls": 0.02084, "loss_rpn_bbox": 0.0287, "loss_cls": 0.14994, "acc": 94.40259, "loss_bbox": 0.19051, "loss_mask": 0.20445, "loss": 0.59444, "time": 0.66838} {"mode": "train", "epoch": 33, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.0185, "loss_rpn_cls": 0.01869, "loss_rpn_bbox": 0.02705, "loss_cls": 0.14755, "acc": 94.53613, "loss_bbox": 0.18523, "loss_mask": 0.1995, "loss": 0.57803, "time": 0.67447} {"mode": "train", "epoch": 33, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.01716, "loss_rpn_cls": 0.02114, "loss_rpn_bbox": 0.02908, "loss_cls": 0.14783, "acc": 94.46802, "loss_bbox": 0.192, "loss_mask": 0.20551, "loss": 0.59556, "time": 0.67238} {"mode": "train", "epoch": 33, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.01517, "loss_rpn_cls": 0.01721, "loss_rpn_bbox": 0.02706, "loss_cls": 0.13888, "acc": 94.82227, "loss_bbox": 0.182, "loss_mask": 0.19845, "loss": 0.5636, "time": 0.66349} {"mode": "train", "epoch": 33, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.0173, "loss_rpn_cls": 0.01993, "loss_rpn_bbox": 0.02722, "loss_cls": 0.14694, "acc": 94.62817, "loss_bbox": 0.1798, "loss_mask": 0.19581, "loss": 0.56969, "time": 0.66918} {"mode": "train", "epoch": 33, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01957, "loss_rpn_cls": 0.01904, "loss_rpn_bbox": 0.02888, "loss_cls": 0.14162, "acc": 94.68042, "loss_bbox": 0.18385, "loss_mask": 0.19812, "loss": 0.57151, "time": 0.67669} {"mode": "train", "epoch": 33, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01587, "loss_rpn_cls": 0.01736, "loss_rpn_bbox": 0.02651, "loss_cls": 0.13696, "acc": 94.91626, "loss_bbox": 0.17835, "loss_mask": 0.19764, "loss": 0.55682, "time": 0.66305} {"mode": "train", "epoch": 33, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.01502, "loss_rpn_cls": 0.01982, "loss_rpn_bbox": 0.02808, "loss_cls": 0.14725, "acc": 94.57837, "loss_bbox": 0.18629, "loss_mask": 0.19938, "loss": 0.58081, "time": 0.66287} {"mode": "train", "epoch": 33, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.01802, "loss_rpn_cls": 0.01959, "loss_rpn_bbox": 0.02973, "loss_cls": 0.14572, "acc": 94.41479, "loss_bbox": 0.18473, "loss_mask": 0.19719, "loss": 0.57697, "time": 0.67328} {"mode": "train", "epoch": 33, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.01527, "loss_rpn_cls": 0.01919, "loss_rpn_bbox": 0.02703, "loss_cls": 0.1482, "acc": 94.52222, "loss_bbox": 0.18687, "loss_mask": 0.20211, "loss": 0.58341, "time": 0.66495} {"mode": "train", "epoch": 33, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.01809, "loss_rpn_cls": 0.0203, "loss_rpn_bbox": 0.02877, "loss_cls": 0.15133, "acc": 94.36841, "loss_bbox": 0.19011, "loss_mask": 0.20192, "loss": 0.59243, "time": 0.66958} {"mode": "train", "epoch": 33, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.01737, "loss_rpn_cls": 0.01779, "loss_rpn_bbox": 0.02632, "loss_cls": 0.14354, "acc": 94.8125, "loss_bbox": 0.17745, "loss_mask": 0.19494, "loss": 0.56004, "time": 0.65186} {"mode": "train", "epoch": 33, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.01936, "loss_rpn_cls": 0.01999, "loss_rpn_bbox": 0.02917, "loss_cls": 0.14718, "acc": 94.46875, "loss_bbox": 0.18972, "loss_mask": 0.19744, "loss": 0.5835, "time": 0.67211} {"mode": "train", "epoch": 33, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.01806, "loss_rpn_cls": 0.01913, "loss_rpn_bbox": 0.02957, "loss_cls": 0.14974, "acc": 94.43433, "loss_bbox": 0.19236, "loss_mask": 0.205, "loss": 0.59579, "time": 0.67813} {"mode": "train", "epoch": 33, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.01661, "loss_rpn_cls": 0.01812, "loss_rpn_bbox": 0.02685, "loss_cls": 0.14828, "acc": 94.3855, "loss_bbox": 0.18667, "loss_mask": 0.20085, "loss": 0.58078, "time": 0.66239} {"mode": "train", "epoch": 33, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.01691, "loss_rpn_cls": 0.0181, "loss_rpn_bbox": 0.02674, "loss_cls": 0.13955, "acc": 94.81592, "loss_bbox": 0.17748, "loss_mask": 0.19491, "loss": 0.55677, "time": 0.67124} {"mode": "train", "epoch": 33, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.01791, "loss_rpn_cls": 0.01716, "loss_rpn_bbox": 0.02718, "loss_cls": 0.14233, "acc": 94.77417, "loss_bbox": 0.18038, "loss_mask": 0.19647, "loss": 0.56352, "time": 0.67423} {"mode": "train", "epoch": 33, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.01852, "loss_rpn_cls": 0.01986, "loss_rpn_bbox": 0.02887, "loss_cls": 0.15307, "acc": 94.26172, "loss_bbox": 0.19233, "loss_mask": 0.20286, "loss": 0.59698, "time": 0.66928} {"mode": "train", "epoch": 33, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.01724, "loss_rpn_cls": 0.02054, "loss_rpn_bbox": 0.02774, "loss_cls": 0.14239, "acc": 94.67041, "loss_bbox": 0.18317, "loss_mask": 0.2047, "loss": 0.57854, "time": 0.66823} {"mode": "train", "epoch": 33, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.01897, "loss_rpn_cls": 0.01914, "loss_rpn_bbox": 0.02824, "loss_cls": 0.15547, "acc": 94.35229, "loss_bbox": 0.18926, "loss_mask": 0.20099, "loss": 0.59309, "time": 0.68474} {"mode": "train", "epoch": 33, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.0189, "loss_rpn_cls": 0.01866, "loss_rpn_bbox": 0.02768, "loss_cls": 0.14583, "acc": 94.59204, "loss_bbox": 0.18218, "loss_mask": 0.19791, "loss": 0.57226, "time": 0.67199} {"mode": "train", "epoch": 33, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.01626, "loss_rpn_cls": 0.02053, "loss_rpn_bbox": 0.03014, "loss_cls": 0.15975, "acc": 94.07666, "loss_bbox": 0.19799, "loss_mask": 0.20536, "loss": 0.61377, "time": 0.67244} {"mode": "train", "epoch": 33, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.01589, "loss_rpn_cls": 0.01855, "loss_rpn_bbox": 0.02643, "loss_cls": 0.14903, "acc": 94.54541, "loss_bbox": 0.18631, "loss_mask": 0.20095, "loss": 0.58127, "time": 0.67885} {"mode": "train", "epoch": 33, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.01758, "loss_rpn_cls": 0.01937, "loss_rpn_bbox": 0.02601, "loss_cls": 0.14221, "acc": 94.64868, "loss_bbox": 0.17992, "loss_mask": 0.19999, "loss": 0.5675, "time": 0.66802} {"mode": "train", "epoch": 33, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.01582, "loss_rpn_cls": 0.01879, "loss_rpn_bbox": 0.02644, "loss_cls": 0.14455, "acc": 94.64746, "loss_bbox": 0.18281, "loss_mask": 0.1977, "loss": 0.57029, "time": 0.66608} {"mode": "train", "epoch": 33, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.02143, "loss_rpn_cls": 0.021, "loss_rpn_bbox": 0.03029, "loss_cls": 0.15481, "acc": 94.14429, "loss_bbox": 0.19518, "loss_mask": 0.20199, "loss": 0.60328, "time": 0.66928} {"mode": "train", "epoch": 33, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.01768, "loss_rpn_cls": 0.01932, "loss_rpn_bbox": 0.0265, "loss_cls": 0.14669, "acc": 94.65112, "loss_bbox": 0.18345, "loss_mask": 0.19422, "loss": 0.57019, "time": 0.69053} {"mode": "train", "epoch": 33, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.01761, "loss_rpn_cls": 0.01832, "loss_rpn_bbox": 0.02752, "loss_cls": 0.14586, "acc": 94.66479, "loss_bbox": 0.18326, "loss_mask": 0.19647, "loss": 0.57143, "time": 0.67004} {"mode": "train", "epoch": 33, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.02023, "loss_rpn_cls": 0.02071, "loss_rpn_bbox": 0.02914, "loss_cls": 0.15185, "acc": 94.31274, "loss_bbox": 0.18719, "loss_mask": 0.1978, "loss": 0.58669, "time": 0.67485} {"mode": "train", "epoch": 33, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.01792, "loss_rpn_cls": 0.01996, "loss_rpn_bbox": 0.02877, "loss_cls": 0.14603, "acc": 94.60986, "loss_bbox": 0.1823, "loss_mask": 0.19695, "loss": 0.57401, "time": 0.67615} {"mode": "train", "epoch": 33, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.01519, "loss_rpn_cls": 0.01915, "loss_rpn_bbox": 0.02727, "loss_cls": 0.14414, "acc": 94.60864, "loss_bbox": 0.18378, "loss_mask": 0.19552, "loss": 0.56986, "time": 0.67524} {"mode": "train", "epoch": 33, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.01905, "loss_rpn_cls": 0.01958, "loss_rpn_bbox": 0.02866, "loss_cls": 0.1512, "acc": 94.36743, "loss_bbox": 0.19076, "loss_mask": 0.20032, "loss": 0.59053, "time": 0.6963} {"mode": "train", "epoch": 33, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.01724, "loss_rpn_cls": 0.01879, "loss_rpn_bbox": 0.02958, "loss_cls": 0.15081, "acc": 94.41919, "loss_bbox": 0.19206, "loss_mask": 0.20184, "loss": 0.59308, "time": 0.66999} {"mode": "train", "epoch": 33, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.01733, "loss_rpn_cls": 0.01929, "loss_rpn_bbox": 0.02801, "loss_cls": 0.14925, "acc": 94.40088, "loss_bbox": 0.18715, "loss_mask": 0.19973, "loss": 0.58343, "time": 0.66846} {"mode": "train", "epoch": 33, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.01694, "loss_rpn_cls": 0.01895, "loss_rpn_bbox": 0.028, "loss_cls": 0.142, "acc": 94.70654, "loss_bbox": 0.18275, "loss_mask": 0.19769, "loss": 0.56938, "time": 0.68152} {"mode": "train", "epoch": 33, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.01588, "loss_rpn_cls": 0.01818, "loss_rpn_bbox": 0.02665, "loss_cls": 0.14232, "acc": 94.59399, "loss_bbox": 0.18441, "loss_mask": 0.19661, "loss": 0.56817, "time": 0.67537} {"mode": "train", "epoch": 33, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.01783, "loss_rpn_cls": 0.02055, "loss_rpn_bbox": 0.03032, "loss_cls": 0.15287, "acc": 94.36328, "loss_bbox": 0.18795, "loss_mask": 0.20514, "loss": 0.59681, "time": 0.66737} {"mode": "train", "epoch": 33, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.01806, "loss_rpn_cls": 0.01849, "loss_rpn_bbox": 0.02821, "loss_cls": 0.14524, "acc": 94.49902, "loss_bbox": 0.18965, "loss_mask": 0.20062, "loss": 0.58221, "time": 0.67417} {"mode": "train", "epoch": 33, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.01619, "loss_rpn_cls": 0.01816, "loss_rpn_bbox": 0.02637, "loss_cls": 0.1394, "acc": 94.82593, "loss_bbox": 0.17596, "loss_mask": 0.19561, "loss": 0.5555, "time": 0.66746} {"mode": "train", "epoch": 33, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.02019, "loss_rpn_cls": 0.01941, "loss_rpn_bbox": 0.02999, "loss_cls": 0.15171, "acc": 94.30933, "loss_bbox": 0.19093, "loss_mask": 0.20161, "loss": 0.59365, "time": 0.67227} {"mode": "train", "epoch": 33, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.01728, "loss_rpn_cls": 0.01734, "loss_rpn_bbox": 0.02596, "loss_cls": 0.14091, "acc": 94.76221, "loss_bbox": 0.17955, "loss_mask": 0.19235, "loss": 0.55611, "time": 0.67643} {"mode": "train", "epoch": 33, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.01846, "loss_rpn_cls": 0.01985, "loss_rpn_bbox": 0.02857, "loss_cls": 0.14755, "acc": 94.46973, "loss_bbox": 0.19003, "loss_mask": 0.20381, "loss": 0.58981, "time": 0.66919} {"mode": "train", "epoch": 33, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01636, "loss_rpn_cls": 0.01845, "loss_rpn_bbox": 0.02865, "loss_cls": 0.15113, "acc": 94.30469, "loss_bbox": 0.19399, "loss_mask": 0.19807, "loss": 0.59029, "time": 0.67693} {"mode": "train", "epoch": 33, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.01423, "loss_rpn_cls": 0.01729, "loss_rpn_bbox": 0.02566, "loss_cls": 0.14001, "acc": 94.78882, "loss_bbox": 0.17856, "loss_mask": 0.19723, "loss": 0.55876, "time": 0.67574} {"mode": "train", "epoch": 33, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01753, "loss_rpn_cls": 0.01826, "loss_rpn_bbox": 0.02817, "loss_cls": 0.14821, "acc": 94.4541, "loss_bbox": 0.1901, "loss_mask": 0.20447, "loss": 0.58922, "time": 0.67713} {"mode": "train", "epoch": 33, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.01877, "loss_rpn_cls": 0.0188, "loss_rpn_bbox": 0.02604, "loss_cls": 0.14629, "acc": 94.61426, "loss_bbox": 0.18267, "loss_mask": 0.1946, "loss": 0.5684, "time": 0.67546} {"mode": "train", "epoch": 33, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.01818, "loss_rpn_cls": 0.01962, "loss_rpn_bbox": 0.02766, "loss_cls": 0.14229, "acc": 94.67432, "loss_bbox": 0.1824, "loss_mask": 0.19761, "loss": 0.56958, "time": 0.66434} {"mode": "train", "epoch": 33, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.01642, "loss_rpn_cls": 0.01807, "loss_rpn_bbox": 0.02709, "loss_cls": 0.14056, "acc": 94.77881, "loss_bbox": 0.17828, "loss_mask": 0.19339, "loss": 0.55738, "time": 0.67448} {"mode": "train", "epoch": 33, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.0187, "loss_rpn_cls": 0.02003, "loss_rpn_bbox": 0.02863, "loss_cls": 0.14994, "acc": 94.4563, "loss_bbox": 0.18841, "loss_mask": 0.2045, "loss": 0.59151, "time": 0.68151} {"mode": "train", "epoch": 33, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.01662, "loss_rpn_cls": 0.0195, "loss_rpn_bbox": 0.02838, "loss_cls": 0.14521, "acc": 94.61694, "loss_bbox": 0.1873, "loss_mask": 0.20119, "loss": 0.58157, "time": 0.67348} {"mode": "train", "epoch": 33, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.0177, "loss_rpn_cls": 0.01932, "loss_rpn_bbox": 0.02866, "loss_cls": 0.15076, "acc": 94.42017, "loss_bbox": 0.19114, "loss_mask": 0.19842, "loss": 0.5883, "time": 0.67796} {"mode": "train", "epoch": 33, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.01705, "loss_rpn_cls": 0.01811, "loss_rpn_bbox": 0.02962, "loss_cls": 0.14909, "acc": 94.5376, "loss_bbox": 0.19085, "loss_mask": 0.20114, "loss": 0.5888, "time": 0.67674} {"mode": "train", "epoch": 33, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.01706, "loss_rpn_cls": 0.01873, "loss_rpn_bbox": 0.02627, "loss_cls": 0.14032, "acc": 94.72705, "loss_bbox": 0.18098, "loss_mask": 0.1953, "loss": 0.5616, "time": 0.67911} {"mode": "train", "epoch": 33, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01659, "loss_rpn_cls": 0.01913, "loss_rpn_bbox": 0.02851, "loss_cls": 0.15258, "acc": 94.32056, "loss_bbox": 0.19368, "loss_mask": 0.19758, "loss": 0.59147, "time": 0.6681} {"mode": "train", "epoch": 33, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01636, "loss_rpn_cls": 0.0183, "loss_rpn_bbox": 0.02617, "loss_cls": 0.14409, "acc": 94.76416, "loss_bbox": 0.17683, "loss_mask": 0.20131, "loss": 0.5667, "time": 0.67591} {"mode": "train", "epoch": 33, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01784, "loss_rpn_cls": 0.0197, "loss_rpn_bbox": 0.02873, "loss_cls": 0.15883, "acc": 94.12671, "loss_bbox": 0.19941, "loss_mask": 0.20666, "loss": 0.61333, "time": 0.67694} {"mode": "train", "epoch": 33, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01463, "loss_rpn_cls": 0.01803, "loss_rpn_bbox": 0.02571, "loss_cls": 0.13874, "acc": 94.84131, "loss_bbox": 0.1788, "loss_mask": 0.20316, "loss": 0.56443, "time": 0.67077} {"mode": "train", "epoch": 33, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.0171, "loss_rpn_cls": 0.02065, "loss_rpn_bbox": 0.028, "loss_cls": 0.14957, "acc": 94.45435, "loss_bbox": 0.18944, "loss_mask": 0.20143, "loss": 0.58908, "time": 0.67573} {"mode": "train", "epoch": 33, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.01571, "loss_rpn_cls": 0.02057, "loss_rpn_bbox": 0.02961, "loss_cls": 0.14871, "acc": 94.51636, "loss_bbox": 0.1864, "loss_mask": 0.20092, "loss": 0.58622, "time": 0.68587} {"mode": "train", "epoch": 33, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01576, "loss_rpn_cls": 0.01937, "loss_rpn_bbox": 0.02797, "loss_cls": 0.1479, "acc": 94.54688, "loss_bbox": 0.18666, "loss_mask": 0.20191, "loss": 0.5838, "time": 0.67314} {"mode": "train", "epoch": 33, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.01878, "loss_rpn_cls": 0.02021, "loss_rpn_bbox": 0.03027, "loss_cls": 0.15236, "acc": 94.30884, "loss_bbox": 0.19353, "loss_mask": 0.20676, "loss": 0.60313, "time": 0.67163} {"mode": "train", "epoch": 33, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.01664, "loss_rpn_cls": 0.02057, "loss_rpn_bbox": 0.03028, "loss_cls": 0.15324, "acc": 94.18921, "loss_bbox": 0.19657, "loss_mask": 0.20651, "loss": 0.60717, "time": 0.66932} {"mode": "train", "epoch": 33, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.01941, "loss_rpn_cls": 0.01939, "loss_rpn_bbox": 0.02941, "loss_cls": 0.14705, "acc": 94.4519, "loss_bbox": 0.19041, "loss_mask": 0.20309, "loss": 0.58934, "time": 0.6799} {"mode": "train", "epoch": 33, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.01751, "loss_rpn_cls": 0.01746, "loss_rpn_bbox": 0.02599, "loss_cls": 0.141, "acc": 94.76562, "loss_bbox": 0.17907, "loss_mask": 0.19767, "loss": 0.56118, "time": 0.67908} {"mode": "train", "epoch": 33, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01818, "loss_rpn_cls": 0.01753, "loss_rpn_bbox": 0.02606, "loss_cls": 0.1396, "acc": 94.73462, "loss_bbox": 0.17927, "loss_mask": 0.19844, "loss": 0.56091, "time": 0.65873} {"mode": "train", "epoch": 33, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.01744, "loss_rpn_cls": 0.0211, "loss_rpn_bbox": 0.02842, "loss_cls": 0.14803, "acc": 94.44238, "loss_bbox": 0.18647, "loss_mask": 0.20127, "loss": 0.5853, "time": 0.68266} {"mode": "train", "epoch": 33, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.01937, "loss_rpn_cls": 0.01799, "loss_rpn_bbox": 0.02838, "loss_cls": 0.14321, "acc": 94.573, "loss_bbox": 0.18789, "loss_mask": 0.20369, "loss": 0.58116, "time": 0.67264} {"mode": "train", "epoch": 33, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.01728, "loss_rpn_cls": 0.01804, "loss_rpn_bbox": 0.02641, "loss_cls": 0.14039, "acc": 94.76001, "loss_bbox": 0.18282, "loss_mask": 0.19719, "loss": 0.56486, "time": 0.67849} {"mode": "train", "epoch": 33, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01614, "loss_rpn_cls": 0.01786, "loss_rpn_bbox": 0.02704, "loss_cls": 0.1441, "acc": 94.57031, "loss_bbox": 0.17931, "loss_mask": 0.1948, "loss": 0.56311, "time": 0.6747} {"mode": "train", "epoch": 33, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01994, "loss_rpn_cls": 0.02048, "loss_rpn_bbox": 0.02802, "loss_cls": 0.15234, "acc": 94.35547, "loss_bbox": 0.19254, "loss_mask": 0.20363, "loss": 0.59702, "time": 0.67217} {"mode": "train", "epoch": 33, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.0151, "loss_rpn_cls": 0.01934, "loss_rpn_bbox": 0.02916, "loss_cls": 0.14506, "acc": 94.56885, "loss_bbox": 0.18326, "loss_mask": 0.19919, "loss": 0.57602, "time": 0.67565} {"mode": "train", "epoch": 33, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.01762, "loss_rpn_cls": 0.01886, "loss_rpn_bbox": 0.02744, "loss_cls": 0.14232, "acc": 94.75684, "loss_bbox": 0.18171, "loss_mask": 0.19538, "loss": 0.56571, "time": 0.66785} {"mode": "train", "epoch": 33, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.01714, "loss_rpn_cls": 0.01701, "loss_rpn_bbox": 0.02745, "loss_cls": 0.13917, "acc": 94.79175, "loss_bbox": 0.18175, "loss_mask": 0.19781, "loss": 0.56319, "time": 0.68458} {"mode": "train", "epoch": 33, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.0162, "loss_rpn_cls": 0.01888, "loss_rpn_bbox": 0.02802, "loss_cls": 0.14657, "acc": 94.55396, "loss_bbox": 0.18736, "loss_mask": 0.20234, "loss": 0.58317, "time": 0.66384} {"mode": "train", "epoch": 33, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.0163, "loss_rpn_cls": 0.01992, "loss_rpn_bbox": 0.02803, "loss_cls": 0.14614, "acc": 94.68481, "loss_bbox": 0.18133, "loss_mask": 0.1993, "loss": 0.57472, "time": 0.66993} {"mode": "train", "epoch": 33, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01655, "loss_rpn_cls": 0.01811, "loss_rpn_bbox": 0.02635, "loss_cls": 0.14209, "acc": 94.68066, "loss_bbox": 0.17965, "loss_mask": 0.19931, "loss": 0.56551, "time": 0.66515} {"mode": "train", "epoch": 33, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.01751, "loss_rpn_cls": 0.02154, "loss_rpn_bbox": 0.02871, "loss_cls": 0.15235, "acc": 94.3916, "loss_bbox": 0.18857, "loss_mask": 0.2038, "loss": 0.59497, "time": 0.6725} {"mode": "train", "epoch": 33, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.01769, "loss_rpn_cls": 0.02044, "loss_rpn_bbox": 0.02876, "loss_cls": 0.15054, "acc": 94.48364, "loss_bbox": 0.19038, "loss_mask": 0.2039, "loss": 0.59403, "time": 0.66858} {"mode": "train", "epoch": 33, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.01699, "loss_rpn_cls": 0.01805, "loss_rpn_bbox": 0.02826, "loss_cls": 0.14457, "acc": 94.63989, "loss_bbox": 0.18528, "loss_mask": 0.19966, "loss": 0.57582, "time": 0.68053} {"mode": "train", "epoch": 33, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.01799, "loss_rpn_cls": 0.02033, "loss_rpn_bbox": 0.02946, "loss_cls": 0.15604, "acc": 94.16992, "loss_bbox": 0.19164, "loss_mask": 0.20143, "loss": 0.59889, "time": 0.67056} {"mode": "train", "epoch": 33, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.01765, "loss_rpn_cls": 0.01781, "loss_rpn_bbox": 0.02884, "loss_cls": 0.14457, "acc": 94.65356, "loss_bbox": 0.18268, "loss_mask": 0.20513, "loss": 0.57903, "time": 0.67167} {"mode": "train", "epoch": 33, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.0159, "loss_rpn_cls": 0.01975, "loss_rpn_bbox": 0.02744, "loss_cls": 0.13962, "acc": 94.75024, "loss_bbox": 0.18469, "loss_mask": 0.20101, "loss": 0.57252, "time": 0.67292} {"mode": "train", "epoch": 33, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.01603, "loss_rpn_cls": 0.01946, "loss_rpn_bbox": 0.02962, "loss_cls": 0.1492, "acc": 94.32739, "loss_bbox": 0.19228, "loss_mask": 0.20392, "loss": 0.59448, "time": 0.66775} {"mode": "train", "epoch": 33, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.01849, "loss_rpn_cls": 0.02321, "loss_rpn_bbox": 0.03045, "loss_cls": 0.15531, "acc": 94.26196, "loss_bbox": 0.1925, "loss_mask": 0.20484, "loss": 0.60632, "time": 0.66838} {"mode": "train", "epoch": 33, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.01897, "loss_rpn_cls": 0.0172, "loss_rpn_bbox": 0.02604, "loss_cls": 0.13949, "acc": 94.80249, "loss_bbox": 0.1785, "loss_mask": 0.20116, "loss": 0.56239, "time": 0.66675} {"mode": "train", "epoch": 33, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.01917, "loss_rpn_cls": 0.02202, "loss_rpn_bbox": 0.0298, "loss_cls": 0.15157, "acc": 94.32666, "loss_bbox": 0.1901, "loss_mask": 0.20561, "loss": 0.59909, "time": 0.67825} {"mode": "train", "epoch": 33, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.01638, "loss_rpn_cls": 0.01897, "loss_rpn_bbox": 0.02688, "loss_cls": 0.14777, "acc": 94.64307, "loss_bbox": 0.17832, "loss_mask": 0.19573, "loss": 0.56767, "time": 0.66638} {"mode": "train", "epoch": 33, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.01809, "loss_rpn_cls": 0.01898, "loss_rpn_bbox": 0.0289, "loss_cls": 0.14836, "acc": 94.4502, "loss_bbox": 0.19118, "loss_mask": 0.20255, "loss": 0.58997, "time": 0.68116} {"mode": "train", "epoch": 33, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.01825, "loss_rpn_cls": 0.01859, "loss_rpn_bbox": 0.0272, "loss_cls": 0.14368, "acc": 94.68945, "loss_bbox": 0.18221, "loss_mask": 0.19417, "loss": 0.56585, "time": 0.68102} {"mode": "train", "epoch": 33, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.0159, "loss_rpn_cls": 0.02046, "loss_rpn_bbox": 0.02865, "loss_cls": 0.14607, "acc": 94.55493, "loss_bbox": 0.18354, "loss_mask": 0.19802, "loss": 0.57675, "time": 0.67011} {"mode": "train", "epoch": 33, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.01823, "loss_rpn_cls": 0.01785, "loss_rpn_bbox": 0.0265, "loss_cls": 0.14104, "acc": 94.78442, "loss_bbox": 0.18177, "loss_mask": 0.19992, "loss": 0.56709, "time": 0.67577} {"mode": "train", "epoch": 33, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.01871, "loss_rpn_cls": 0.0185, "loss_rpn_bbox": 0.02701, "loss_cls": 0.14686, "acc": 94.53784, "loss_bbox": 0.18531, "loss_mask": 0.1982, "loss": 0.57586, "time": 0.67112} {"mode": "train", "epoch": 33, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.0178, "loss_rpn_cls": 0.01726, "loss_rpn_bbox": 0.02835, "loss_cls": 0.13884, "acc": 94.80835, "loss_bbox": 0.18232, "loss_mask": 0.19637, "loss": 0.56315, "time": 0.66597} {"mode": "train", "epoch": 33, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.01584, "loss_rpn_cls": 0.02116, "loss_rpn_bbox": 0.02839, "loss_cls": 0.14985, "acc": 94.46484, "loss_bbox": 0.1869, "loss_mask": 0.19931, "loss": 0.58561, "time": 0.66244} {"mode": "train", "epoch": 33, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.01681, "loss_rpn_cls": 0.01952, "loss_rpn_bbox": 0.02788, "loss_cls": 0.14806, "acc": 94.44263, "loss_bbox": 0.19118, "loss_mask": 0.19967, "loss": 0.58631, "time": 0.66322} {"mode": "train", "epoch": 33, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.01669, "loss_rpn_cls": 0.01847, "loss_rpn_bbox": 0.02705, "loss_cls": 0.14078, "acc": 94.74609, "loss_bbox": 0.1767, "loss_mask": 0.20048, "loss": 0.56348, "time": 0.67176} {"mode": "train", "epoch": 33, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.0153, "loss_rpn_cls": 0.01951, "loss_rpn_bbox": 0.02825, "loss_cls": 0.14417, "acc": 94.59351, "loss_bbox": 0.18047, "loss_mask": 0.19386, "loss": 0.56626, "time": 0.67151} {"mode": "train", "epoch": 33, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.0159, "loss_rpn_cls": 0.01835, "loss_rpn_bbox": 0.02668, "loss_cls": 0.1434, "acc": 94.69922, "loss_bbox": 0.18093, "loss_mask": 0.20007, "loss": 0.56942, "time": 0.67358} {"mode": "train", "epoch": 33, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.01569, "loss_rpn_cls": 0.02032, "loss_rpn_bbox": 0.03063, "loss_cls": 0.15568, "acc": 94.14648, "loss_bbox": 0.19583, "loss_mask": 0.20336, "loss": 0.60582, "time": 0.67314} {"mode": "train", "epoch": 33, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.01627, "loss_rpn_cls": 0.02115, "loss_rpn_bbox": 0.03037, "loss_cls": 0.14931, "acc": 94.49268, "loss_bbox": 0.1882, "loss_mask": 0.20502, "loss": 0.59405, "time": 0.68245} {"mode": "train", "epoch": 33, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01889, "loss_rpn_cls": 0.02128, "loss_rpn_bbox": 0.02912, "loss_cls": 0.14616, "acc": 94.60938, "loss_bbox": 0.18865, "loss_mask": 0.20231, "loss": 0.58751, "time": 0.66726} {"mode": "train", "epoch": 33, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.01544, "loss_rpn_cls": 0.01894, "loss_rpn_bbox": 0.02802, "loss_cls": 0.14429, "acc": 94.63477, "loss_bbox": 0.18838, "loss_mask": 0.19962, "loss": 0.57925, "time": 0.66468} {"mode": "train", "epoch": 33, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.01604, "loss_rpn_cls": 0.01909, "loss_rpn_bbox": 0.02741, "loss_cls": 0.14919, "acc": 94.46802, "loss_bbox": 0.18836, "loss_mask": 0.19941, "loss": 0.58345, "time": 0.68155} {"mode": "train", "epoch": 33, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.01819, "loss_rpn_cls": 0.01967, "loss_rpn_bbox": 0.02772, "loss_cls": 0.14637, "acc": 94.54834, "loss_bbox": 0.19027, "loss_mask": 0.20531, "loss": 0.58933, "time": 0.66709} {"mode": "train", "epoch": 33, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01594, "loss_rpn_cls": 0.02037, "loss_rpn_bbox": 0.02887, "loss_cls": 0.14962, "acc": 94.5686, "loss_bbox": 0.18626, "loss_mask": 0.19862, "loss": 0.58374, "time": 0.65406} {"mode": "train", "epoch": 33, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.01716, "loss_rpn_cls": 0.01831, "loss_rpn_bbox": 0.02923, "loss_cls": 0.14602, "acc": 94.64893, "loss_bbox": 0.18688, "loss_mask": 0.19796, "loss": 0.5784, "time": 0.66072} {"mode": "train", "epoch": 33, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.01729, "loss_rpn_cls": 0.01985, "loss_rpn_bbox": 0.02927, "loss_cls": 0.15124, "acc": 94.23511, "loss_bbox": 0.19622, "loss_mask": 0.20604, "loss": 0.60262, "time": 0.67067} {"mode": "train", "epoch": 33, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01712, "loss_rpn_cls": 0.01925, "loss_rpn_bbox": 0.02716, "loss_cls": 0.14372, "acc": 94.65747, "loss_bbox": 0.17999, "loss_mask": 0.20157, "loss": 0.57168, "time": 0.66223} {"mode": "train", "epoch": 33, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.01779, "loss_rpn_cls": 0.02061, "loss_rpn_bbox": 0.03041, "loss_cls": 0.14925, "acc": 94.44092, "loss_bbox": 0.18754, "loss_mask": 0.20683, "loss": 0.59464, "time": 0.68378} {"mode": "train", "epoch": 33, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.01598, "loss_rpn_cls": 0.01966, "loss_rpn_bbox": 0.0286, "loss_cls": 0.14685, "acc": 94.46045, "loss_bbox": 0.19124, "loss_mask": 0.20769, "loss": 0.59405, "time": 0.66845} {"mode": "train", "epoch": 33, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.01611, "loss_rpn_cls": 0.01834, "loss_rpn_bbox": 0.02689, "loss_cls": 0.14227, "acc": 94.67651, "loss_bbox": 0.18626, "loss_mask": 0.19813, "loss": 0.57188, "time": 0.66289} {"mode": "train", "epoch": 33, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.01721, "loss_rpn_cls": 0.01744, "loss_rpn_bbox": 0.02749, "loss_cls": 0.14581, "acc": 94.58838, "loss_bbox": 0.18798, "loss_mask": 0.20469, "loss": 0.58342, "time": 0.66928} {"mode": "train", "epoch": 33, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.0174, "loss_rpn_cls": 0.02074, "loss_rpn_bbox": 0.0269, "loss_cls": 0.14977, "acc": 94.52148, "loss_bbox": 0.19138, "loss_mask": 0.20153, "loss": 0.59033, "time": 0.66041} {"mode": "train", "epoch": 33, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.01852, "loss_rpn_cls": 0.01972, "loss_rpn_bbox": 0.02749, "loss_cls": 0.14897, "acc": 94.45972, "loss_bbox": 0.18712, "loss_mask": 0.20017, "loss": 0.58347, "time": 0.67122} {"mode": "train", "epoch": 33, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01739, "loss_rpn_cls": 0.01855, "loss_rpn_bbox": 0.02842, "loss_cls": 0.14982, "acc": 94.35547, "loss_bbox": 0.18896, "loss_mask": 0.20294, "loss": 0.58869, "time": 0.6755} {"mode": "train", "epoch": 33, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01856, "loss_rpn_cls": 0.01789, "loss_rpn_bbox": 0.02527, "loss_cls": 0.13902, "acc": 94.96484, "loss_bbox": 0.17389, "loss_mask": 0.19541, "loss": 0.55148, "time": 0.65595} {"mode": "train", "epoch": 33, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.02115, "loss_rpn_cls": 0.01883, "loss_rpn_bbox": 0.02648, "loss_cls": 0.14557, "acc": 94.52246, "loss_bbox": 0.18819, "loss_mask": 0.20301, "loss": 0.58208, "time": 0.66691} {"mode": "train", "epoch": 33, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.01818, "loss_rpn_cls": 0.02023, "loss_rpn_bbox": 0.02861, "loss_cls": 0.14894, "acc": 94.50659, "loss_bbox": 0.18767, "loss_mask": 0.20204, "loss": 0.58749, "time": 0.67009} {"mode": "train", "epoch": 33, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.01722, "loss_rpn_cls": 0.01997, "loss_rpn_bbox": 0.02691, "loss_cls": 0.14735, "acc": 94.49512, "loss_bbox": 0.18521, "loss_mask": 0.19848, "loss": 0.57792, "time": 0.67193} {"mode": "train", "epoch": 33, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.01986, "loss_rpn_cls": 0.02324, "loss_rpn_bbox": 0.03258, "loss_cls": 0.15568, "acc": 94.23755, "loss_bbox": 0.20157, "loss_mask": 0.20689, "loss": 0.61996, "time": 0.67623} {"mode": "train", "epoch": 33, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.01681, "loss_rpn_cls": 0.0195, "loss_rpn_bbox": 0.03022, "loss_cls": 0.14977, "acc": 94.42334, "loss_bbox": 0.19496, "loss_mask": 0.19926, "loss": 0.59371, "time": 0.68054} {"mode": "train", "epoch": 33, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.01816, "loss_rpn_cls": 0.01871, "loss_rpn_bbox": 0.02793, "loss_cls": 0.14914, "acc": 94.45776, "loss_bbox": 0.18569, "loss_mask": 0.1975, "loss": 0.57898, "time": 0.66668} {"mode": "train", "epoch": 33, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.01602, "loss_rpn_cls": 0.01758, "loss_rpn_bbox": 0.02444, "loss_cls": 0.13471, "acc": 94.95044, "loss_bbox": 0.17263, "loss_mask": 0.1939, "loss": 0.54326, "time": 0.67692} {"mode": "train", "epoch": 33, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01881, "loss_rpn_cls": 0.01876, "loss_rpn_bbox": 0.02729, "loss_cls": 0.14637, "acc": 94.63208, "loss_bbox": 0.18463, "loss_mask": 0.20509, "loss": 0.58214, "time": 0.66467} {"mode": "train", "epoch": 33, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01761, "loss_rpn_cls": 0.02114, "loss_rpn_bbox": 0.02921, "loss_cls": 0.15109, "acc": 94.40186, "loss_bbox": 0.19061, "loss_mask": 0.20109, "loss": 0.59314, "time": 0.66971} {"mode": "val", "epoch": 33, "iter": 625, "lr": 0.0, "bbox_mAP": 0.5409, "bbox_mAP_50": 0.7556, "bbox_mAP_75": 0.5964, "bbox_mAP_s": 0.3864, "bbox_mAP_m": 0.5825, "bbox_mAP_l": 0.6861, "bbox_mAP_copypaste": "0.5409 0.7556 0.5964 0.3864 0.5825 0.6861", "segm_mAP": 0.4778, "segm_mAP_50": 0.7293, "segm_mAP_75": 0.5197, "segm_mAP_s": 0.2901, "segm_mAP_m": 0.5142, "segm_mAP_l": 0.6699, "segm_mAP_copypaste": "0.4778 0.7293 0.5197 0.2901 0.5142 0.6699"} {"mode": "train", "epoch": 34, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.70755, "loss_rpn_cls": 0.01957, "loss_rpn_bbox": 0.0285, "loss_cls": 0.14621, "acc": 94.51196, "loss_bbox": 0.19122, "loss_mask": 0.20405, "loss": 0.58955, "time": 1.35819} {"mode": "train", "epoch": 34, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.01986, "loss_rpn_cls": 0.01851, "loss_rpn_bbox": 0.02826, "loss_cls": 0.14197, "acc": 94.61719, "loss_bbox": 0.18503, "loss_mask": 0.19734, "loss": 0.57111, "time": 0.66907} {"mode": "train", "epoch": 34, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.01738, "loss_rpn_cls": 0.01854, "loss_rpn_bbox": 0.02804, "loss_cls": 0.14609, "acc": 94.49463, "loss_bbox": 0.18603, "loss_mask": 0.20206, "loss": 0.58076, "time": 0.67404} {"mode": "train", "epoch": 34, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.01811, "loss_rpn_cls": 0.02011, "loss_rpn_bbox": 0.02951, "loss_cls": 0.15457, "acc": 94.36646, "loss_bbox": 0.1924, "loss_mask": 0.20542, "loss": 0.602, "time": 0.66983} {"mode": "train", "epoch": 34, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.0162, "loss_rpn_cls": 0.01617, "loss_rpn_bbox": 0.02534, "loss_cls": 0.14138, "acc": 94.70239, "loss_bbox": 0.18411, "loss_mask": 0.2021, "loss": 0.5691, "time": 0.66242} {"mode": "train", "epoch": 34, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.01834, "loss_rpn_cls": 0.0196, "loss_rpn_bbox": 0.02806, "loss_cls": 0.15462, "acc": 94.24585, "loss_bbox": 0.19457, "loss_mask": 0.19941, "loss": 0.59626, "time": 0.66683} {"mode": "train", "epoch": 34, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.01446, "loss_rpn_cls": 0.02039, "loss_rpn_bbox": 0.02681, "loss_cls": 0.14946, "acc": 94.49146, "loss_bbox": 0.18481, "loss_mask": 0.20138, "loss": 0.58286, "time": 0.67028} {"mode": "train", "epoch": 34, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.01687, "loss_rpn_cls": 0.01918, "loss_rpn_bbox": 0.0284, "loss_cls": 0.14607, "acc": 94.5127, "loss_bbox": 0.18617, "loss_mask": 0.20272, "loss": 0.58255, "time": 0.67218} {"mode": "train", "epoch": 34, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.01673, "loss_rpn_cls": 0.01838, "loss_rpn_bbox": 0.028, "loss_cls": 0.14693, "acc": 94.41211, "loss_bbox": 0.18664, "loss_mask": 0.19912, "loss": 0.57906, "time": 0.67374} {"mode": "train", "epoch": 34, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.01756, "loss_rpn_cls": 0.02035, "loss_rpn_bbox": 0.02774, "loss_cls": 0.14686, "acc": 94.55493, "loss_bbox": 0.18812, "loss_mask": 0.20378, "loss": 0.58684, "time": 0.66667} {"mode": "train", "epoch": 34, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01624, "loss_rpn_cls": 0.01838, "loss_rpn_bbox": 0.02589, "loss_cls": 0.14343, "acc": 94.66113, "loss_bbox": 0.18313, "loss_mask": 0.19928, "loss": 0.57011, "time": 0.66836} {"mode": "train", "epoch": 34, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.01451, "loss_rpn_cls": 0.0197, "loss_rpn_bbox": 0.0273, "loss_cls": 0.15045, "acc": 94.44067, "loss_bbox": 0.19192, "loss_mask": 0.19695, "loss": 0.58633, "time": 0.67098} {"mode": "train", "epoch": 34, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.01702, "loss_rpn_cls": 0.02033, "loss_rpn_bbox": 0.02874, "loss_cls": 0.14932, "acc": 94.33887, "loss_bbox": 0.18943, "loss_mask": 0.20169, "loss": 0.58951, "time": 0.65899} {"mode": "train", "epoch": 34, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.01695, "loss_rpn_cls": 0.01905, "loss_rpn_bbox": 0.02828, "loss_cls": 0.14777, "acc": 94.50366, "loss_bbox": 0.18522, "loss_mask": 0.19673, "loss": 0.57704, "time": 0.6742} {"mode": "train", "epoch": 34, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.01622, "loss_rpn_cls": 0.01899, "loss_rpn_bbox": 0.02854, "loss_cls": 0.15055, "acc": 94.4458, "loss_bbox": 0.19093, "loss_mask": 0.2028, "loss": 0.59181, "time": 0.67501} {"mode": "train", "epoch": 34, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.01608, "loss_rpn_cls": 0.01967, "loss_rpn_bbox": 0.02882, "loss_cls": 0.14884, "acc": 94.43604, "loss_bbox": 0.18721, "loss_mask": 0.20025, "loss": 0.58479, "time": 0.67937} {"mode": "train", "epoch": 34, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.01801, "loss_rpn_cls": 0.01659, "loss_rpn_bbox": 0.02646, "loss_cls": 0.14306, "acc": 94.60132, "loss_bbox": 0.1843, "loss_mask": 0.19788, "loss": 0.56829, "time": 0.67968} {"mode": "train", "epoch": 34, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.01741, "loss_rpn_cls": 0.02082, "loss_rpn_bbox": 0.03066, "loss_cls": 0.15767, "acc": 94.15771, "loss_bbox": 0.19662, "loss_mask": 0.20637, "loss": 0.61215, "time": 0.66894} {"mode": "train", "epoch": 34, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.01787, "loss_rpn_cls": 0.01929, "loss_rpn_bbox": 0.02833, "loss_cls": 0.14967, "acc": 94.44409, "loss_bbox": 0.18905, "loss_mask": 0.19822, "loss": 0.58455, "time": 0.6724} {"mode": "train", "epoch": 34, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.01885, "loss_rpn_cls": 0.0201, "loss_rpn_bbox": 0.02878, "loss_cls": 0.14755, "acc": 94.53882, "loss_bbox": 0.18734, "loss_mask": 0.19887, "loss": 0.58265, "time": 0.67694} {"mode": "train", "epoch": 34, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01733, "loss_rpn_cls": 0.01739, "loss_rpn_bbox": 0.02661, "loss_cls": 0.14058, "acc": 94.76562, "loss_bbox": 0.18231, "loss_mask": 0.19601, "loss": 0.5629, "time": 0.6748} {"mode": "train", "epoch": 34, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.01841, "loss_rpn_cls": 0.01718, "loss_rpn_bbox": 0.02612, "loss_cls": 0.14146, "acc": 94.68823, "loss_bbox": 0.1803, "loss_mask": 0.20027, "loss": 0.56533, "time": 0.66659} {"mode": "train", "epoch": 34, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.01848, "loss_rpn_cls": 0.02053, "loss_rpn_bbox": 0.02939, "loss_cls": 0.15269, "acc": 94.23608, "loss_bbox": 0.19302, "loss_mask": 0.20363, "loss": 0.59926, "time": 0.67207} {"mode": "train", "epoch": 34, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.01943, "loss_rpn_cls": 0.01709, "loss_rpn_bbox": 0.02747, "loss_cls": 0.14099, "acc": 94.68042, "loss_bbox": 0.1847, "loss_mask": 0.19956, "loss": 0.5698, "time": 0.68246} {"mode": "train", "epoch": 34, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.01737, "loss_rpn_cls": 0.01646, "loss_rpn_bbox": 0.02568, "loss_cls": 0.13934, "acc": 94.82349, "loss_bbox": 0.17511, "loss_mask": 0.19464, "loss": 0.55121, "time": 0.66496} {"mode": "train", "epoch": 34, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.01647, "loss_rpn_cls": 0.01933, "loss_rpn_bbox": 0.02777, "loss_cls": 0.14023, "acc": 94.70752, "loss_bbox": 0.17868, "loss_mask": 0.19944, "loss": 0.56545, "time": 0.66983} {"mode": "train", "epoch": 34, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01779, "loss_rpn_cls": 0.01915, "loss_rpn_bbox": 0.0283, "loss_cls": 0.15155, "acc": 94.34717, "loss_bbox": 0.18773, "loss_mask": 0.19973, "loss": 0.58646, "time": 0.68362} {"mode": "train", "epoch": 34, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01802, "loss_rpn_cls": 0.01939, "loss_rpn_bbox": 0.02937, "loss_cls": 0.14594, "acc": 94.60938, "loss_bbox": 0.1874, "loss_mask": 0.19886, "loss": 0.58096, "time": 0.66867} {"mode": "train", "epoch": 34, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.01857, "loss_rpn_cls": 0.01908, "loss_rpn_bbox": 0.02745, "loss_cls": 0.14244, "acc": 94.74268, "loss_bbox": 0.18012, "loss_mask": 0.19994, "loss": 0.56904, "time": 0.67231} {"mode": "train", "epoch": 34, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.0179, "loss_rpn_cls": 0.02043, "loss_rpn_bbox": 0.03022, "loss_cls": 0.14286, "acc": 94.62741, "loss_bbox": 0.18389, "loss_mask": 0.19778, "loss": 0.57517, "time": 0.66894} {"mode": "train", "epoch": 34, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.01758, "loss_rpn_cls": 0.0189, "loss_rpn_bbox": 0.0283, "loss_cls": 0.14215, "acc": 94.63086, "loss_bbox": 0.18242, "loss_mask": 0.19764, "loss": 0.56941, "time": 0.66733} {"mode": "train", "epoch": 34, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.01887, "loss_rpn_cls": 0.01943, "loss_rpn_bbox": 0.02857, "loss_cls": 0.14658, "acc": 94.43506, "loss_bbox": 0.18828, "loss_mask": 0.19818, "loss": 0.58104, "time": 0.67993} {"mode": "train", "epoch": 34, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.01713, "loss_rpn_cls": 0.0212, "loss_rpn_bbox": 0.02999, "loss_cls": 0.15386, "acc": 94.27808, "loss_bbox": 0.19133, "loss_mask": 0.20395, "loss": 0.60032, "time": 0.67286} {"mode": "train", "epoch": 34, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.01633, "loss_rpn_cls": 0.01857, "loss_rpn_bbox": 0.02793, "loss_cls": 0.15089, "acc": 94.42383, "loss_bbox": 0.1918, "loss_mask": 0.20059, "loss": 0.58978, "time": 0.66205} {"mode": "train", "epoch": 34, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.01594, "loss_rpn_cls": 0.01945, "loss_rpn_bbox": 0.02748, "loss_cls": 0.15054, "acc": 94.36328, "loss_bbox": 0.18746, "loss_mask": 0.19744, "loss": 0.58236, "time": 0.66688} {"mode": "train", "epoch": 34, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.0179, "loss_rpn_cls": 0.01904, "loss_rpn_bbox": 0.02667, "loss_cls": 0.14215, "acc": 94.62598, "loss_bbox": 0.18376, "loss_mask": 0.20145, "loss": 0.57308, "time": 0.66578} {"mode": "train", "epoch": 34, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.01744, "loss_rpn_cls": 0.02009, "loss_rpn_bbox": 0.02806, "loss_cls": 0.15108, "acc": 94.35645, "loss_bbox": 0.18904, "loss_mask": 0.20146, "loss": 0.58974, "time": 0.6778} {"mode": "train", "epoch": 34, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.01799, "loss_rpn_cls": 0.02089, "loss_rpn_bbox": 0.02854, "loss_cls": 0.14865, "acc": 94.49561, "loss_bbox": 0.19033, "loss_mask": 0.20032, "loss": 0.58873, "time": 0.6772} {"mode": "train", "epoch": 34, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.01654, "loss_rpn_cls": 0.01634, "loss_rpn_bbox": 0.02501, "loss_cls": 0.1419, "acc": 94.72412, "loss_bbox": 0.17679, "loss_mask": 0.19196, "loss": 0.55201, "time": 0.67364} {"mode": "train", "epoch": 34, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.01681, "loss_rpn_cls": 0.01723, "loss_rpn_bbox": 0.02578, "loss_cls": 0.14179, "acc": 94.68921, "loss_bbox": 0.18296, "loss_mask": 0.19434, "loss": 0.5621, "time": 0.68046} {"mode": "train", "epoch": 34, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.01682, "loss_rpn_cls": 0.01945, "loss_rpn_bbox": 0.02814, "loss_cls": 0.14875, "acc": 94.37988, "loss_bbox": 0.19015, "loss_mask": 0.20538, "loss": 0.59187, "time": 0.6736} {"mode": "train", "epoch": 34, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.01972, "loss_rpn_cls": 0.01875, "loss_rpn_bbox": 0.02822, "loss_cls": 0.14563, "acc": 94.49927, "loss_bbox": 0.18785, "loss_mask": 0.20085, "loss": 0.5813, "time": 0.67159} {"mode": "train", "epoch": 34, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.01817, "loss_rpn_cls": 0.02048, "loss_rpn_bbox": 0.02808, "loss_cls": 0.14449, "acc": 94.64038, "loss_bbox": 0.18394, "loss_mask": 0.1986, "loss": 0.57558, "time": 0.66416} {"mode": "train", "epoch": 34, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.01815, "loss_rpn_cls": 0.02303, "loss_rpn_bbox": 0.02907, "loss_cls": 0.15115, "acc": 94.41479, "loss_bbox": 0.18859, "loss_mask": 0.20046, "loss": 0.59231, "time": 0.67484} {"mode": "train", "epoch": 34, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.01726, "loss_rpn_cls": 0.02039, "loss_rpn_bbox": 0.02834, "loss_cls": 0.14289, "acc": 94.72192, "loss_bbox": 0.1801, "loss_mask": 0.19616, "loss": 0.56787, "time": 0.67394} {"mode": "train", "epoch": 34, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.02088, "loss_rpn_cls": 0.02016, "loss_rpn_bbox": 0.02897, "loss_cls": 0.14553, "acc": 94.51294, "loss_bbox": 0.18553, "loss_mask": 0.19915, "loss": 0.57934, "time": 0.68362} {"mode": "train", "epoch": 34, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.01596, "loss_rpn_cls": 0.01788, "loss_rpn_bbox": 0.02776, "loss_cls": 0.14676, "acc": 94.56738, "loss_bbox": 0.18683, "loss_mask": 0.20017, "loss": 0.5794, "time": 0.67516} {"mode": "train", "epoch": 34, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.01572, "loss_rpn_cls": 0.02034, "loss_rpn_bbox": 0.02993, "loss_cls": 0.15381, "acc": 94.31885, "loss_bbox": 0.19176, "loss_mask": 0.20621, "loss": 0.60206, "time": 0.67274} {"mode": "train", "epoch": 34, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.01732, "loss_rpn_cls": 0.01795, "loss_rpn_bbox": 0.02851, "loss_cls": 0.14646, "acc": 94.58588, "loss_bbox": 0.18253, "loss_mask": 0.20356, "loss": 0.57901, "time": 0.66836} {"mode": "train", "epoch": 34, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.01767, "loss_rpn_cls": 0.01792, "loss_rpn_bbox": 0.02686, "loss_cls": 0.14109, "acc": 94.75854, "loss_bbox": 0.17764, "loss_mask": 0.19274, "loss": 0.55626, "time": 0.67823} {"mode": "train", "epoch": 34, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.01774, "loss_rpn_cls": 0.01894, "loss_rpn_bbox": 0.02792, "loss_cls": 0.14314, "acc": 94.63452, "loss_bbox": 0.18622, "loss_mask": 0.19458, "loss": 0.5708, "time": 0.66865} {"mode": "train", "epoch": 34, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.01615, "loss_rpn_cls": 0.01877, "loss_rpn_bbox": 0.02833, "loss_cls": 0.14209, "acc": 94.72803, "loss_bbox": 0.18278, "loss_mask": 0.19606, "loss": 0.56804, "time": 0.66971} {"mode": "train", "epoch": 34, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.01802, "loss_rpn_cls": 0.02008, "loss_rpn_bbox": 0.02534, "loss_cls": 0.14472, "acc": 94.73535, "loss_bbox": 0.17907, "loss_mask": 0.19828, "loss": 0.56749, "time": 0.67023} {"mode": "train", "epoch": 34, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.01814, "loss_rpn_cls": 0.01878, "loss_rpn_bbox": 0.02642, "loss_cls": 0.1379, "acc": 94.78931, "loss_bbox": 0.18042, "loss_mask": 0.19869, "loss": 0.5622, "time": 0.67774} {"mode": "train", "epoch": 34, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.01944, "loss_rpn_cls": 0.01964, "loss_rpn_bbox": 0.0292, "loss_cls": 0.15116, "acc": 94.2854, "loss_bbox": 0.19425, "loss_mask": 0.20171, "loss": 0.59596, "time": 0.66901} {"mode": "train", "epoch": 34, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.02047, "loss_rpn_cls": 0.0187, "loss_rpn_bbox": 0.02852, "loss_cls": 0.1535, "acc": 94.22046, "loss_bbox": 0.19304, "loss_mask": 0.20327, "loss": 0.59703, "time": 0.67828} {"mode": "train", "epoch": 34, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.01729, "loss_rpn_cls": 0.01724, "loss_rpn_bbox": 0.02554, "loss_cls": 0.14258, "acc": 94.69751, "loss_bbox": 0.18029, "loss_mask": 0.19664, "loss": 0.56228, "time": 0.67281} {"mode": "train", "epoch": 34, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.01685, "loss_rpn_cls": 0.01925, "loss_rpn_bbox": 0.02785, "loss_cls": 0.14693, "acc": 94.54346, "loss_bbox": 0.18116, "loss_mask": 0.19478, "loss": 0.56997, "time": 0.67805} {"mode": "train", "epoch": 34, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.01788, "loss_rpn_cls": 0.01822, "loss_rpn_bbox": 0.02756, "loss_cls": 0.14693, "acc": 94.51001, "loss_bbox": 0.18591, "loss_mask": 0.1981, "loss": 0.57671, "time": 0.66867} {"mode": "train", "epoch": 34, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.01598, "loss_rpn_cls": 0.01661, "loss_rpn_bbox": 0.0265, "loss_cls": 0.14264, "acc": 94.74084, "loss_bbox": 0.18011, "loss_mask": 0.19084, "loss": 0.5567, "time": 0.67085} {"mode": "train", "epoch": 34, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.01614, "loss_rpn_cls": 0.01973, "loss_rpn_bbox": 0.02657, "loss_cls": 0.14879, "acc": 94.46509, "loss_bbox": 0.18498, "loss_mask": 0.19515, "loss": 0.57522, "time": 0.6733} {"mode": "train", "epoch": 34, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.01609, "loss_rpn_cls": 0.019, "loss_rpn_bbox": 0.02487, "loss_cls": 0.136, "acc": 94.95456, "loss_bbox": 0.17349, "loss_mask": 0.19383, "loss": 0.54719, "time": 0.66392} {"mode": "train", "epoch": 34, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.0166, "loss_rpn_cls": 0.01956, "loss_rpn_bbox": 0.0274, "loss_cls": 0.14805, "acc": 94.6106, "loss_bbox": 0.18561, "loss_mask": 0.19827, "loss": 0.57888, "time": 0.67555} {"mode": "train", "epoch": 34, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01731, "loss_rpn_cls": 0.0206, "loss_rpn_bbox": 0.02777, "loss_cls": 0.14786, "acc": 94.43042, "loss_bbox": 0.19303, "loss_mask": 0.20288, "loss": 0.59215, "time": 0.66712} {"mode": "train", "epoch": 34, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.0179, "loss_rpn_cls": 0.01766, "loss_rpn_bbox": 0.02862, "loss_cls": 0.14355, "acc": 94.61816, "loss_bbox": 0.18636, "loss_mask": 0.19991, "loss": 0.57609, "time": 0.66303} {"mode": "train", "epoch": 34, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01724, "loss_rpn_cls": 0.01753, "loss_rpn_bbox": 0.02605, "loss_cls": 0.13863, "acc": 94.85669, "loss_bbox": 0.17701, "loss_mask": 0.19634, "loss": 0.55555, "time": 0.67758} {"mode": "train", "epoch": 34, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.01551, "loss_rpn_cls": 0.0169, "loss_rpn_bbox": 0.02731, "loss_cls": 0.14391, "acc": 94.69727, "loss_bbox": 0.18064, "loss_mask": 0.20049, "loss": 0.56926, "time": 0.672} {"mode": "train", "epoch": 34, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.01774, "loss_rpn_cls": 0.01921, "loss_rpn_bbox": 0.02794, "loss_cls": 0.14814, "acc": 94.45874, "loss_bbox": 0.18663, "loss_mask": 0.19868, "loss": 0.5806, "time": 0.66755} {"mode": "train", "epoch": 34, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.01735, "loss_rpn_cls": 0.02006, "loss_rpn_bbox": 0.02872, "loss_cls": 0.14536, "acc": 94.58813, "loss_bbox": 0.189, "loss_mask": 0.19972, "loss": 0.58286, "time": 0.66817} {"mode": "train", "epoch": 34, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.01632, "loss_rpn_cls": 0.01773, "loss_rpn_bbox": 0.02665, "loss_cls": 0.14236, "acc": 94.70166, "loss_bbox": 0.17806, "loss_mask": 0.20031, "loss": 0.56511, "time": 0.67735} {"mode": "train", "epoch": 34, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.01701, "loss_rpn_cls": 0.02189, "loss_rpn_bbox": 0.02976, "loss_cls": 0.14826, "acc": 94.41845, "loss_bbox": 0.19154, "loss_mask": 0.20081, "loss": 0.59225, "time": 0.65948} {"mode": "train", "epoch": 34, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.01783, "loss_rpn_cls": 0.01826, "loss_rpn_bbox": 0.02752, "loss_cls": 0.14734, "acc": 94.47656, "loss_bbox": 0.18855, "loss_mask": 0.19812, "loss": 0.57979, "time": 0.6786} {"mode": "train", "epoch": 34, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.01922, "loss_rpn_cls": 0.02044, "loss_rpn_bbox": 0.02843, "loss_cls": 0.14993, "acc": 94.34766, "loss_bbox": 0.18762, "loss_mask": 0.19656, "loss": 0.58297, "time": 0.67185} {"mode": "train", "epoch": 34, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.01935, "loss_rpn_cls": 0.01807, "loss_rpn_bbox": 0.02921, "loss_cls": 0.15138, "acc": 94.29858, "loss_bbox": 0.19444, "loss_mask": 0.20101, "loss": 0.59412, "time": 0.6729} {"mode": "train", "epoch": 34, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01654, "loss_rpn_cls": 0.01917, "loss_rpn_bbox": 0.0288, "loss_cls": 0.1503, "acc": 94.38037, "loss_bbox": 0.18851, "loss_mask": 0.19938, "loss": 0.58616, "time": 0.66642} {"mode": "train", "epoch": 34, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01912, "loss_rpn_cls": 0.01698, "loss_rpn_bbox": 0.02801, "loss_cls": 0.14397, "acc": 94.50977, "loss_bbox": 0.18179, "loss_mask": 0.19547, "loss": 0.56622, "time": 0.67028} {"mode": "train", "epoch": 34, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01791, "loss_rpn_cls": 0.02071, "loss_rpn_bbox": 0.02949, "loss_cls": 0.15199, "acc": 94.36279, "loss_bbox": 0.19396, "loss_mask": 0.20161, "loss": 0.59776, "time": 0.67362} {"mode": "train", "epoch": 34, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01789, "loss_rpn_cls": 0.02069, "loss_rpn_bbox": 0.0286, "loss_cls": 0.15191, "acc": 94.36084, "loss_bbox": 0.19099, "loss_mask": 0.19953, "loss": 0.59173, "time": 0.66764} {"mode": "train", "epoch": 34, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.01746, "loss_rpn_cls": 0.0185, "loss_rpn_bbox": 0.0273, "loss_cls": 0.14543, "acc": 94.55762, "loss_bbox": 0.18694, "loss_mask": 0.2012, "loss": 0.57937, "time": 0.67639} {"mode": "train", "epoch": 34, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.01727, "loss_rpn_cls": 0.01738, "loss_rpn_bbox": 0.02783, "loss_cls": 0.14933, "acc": 94.5007, "loss_bbox": 0.19075, "loss_mask": 0.20151, "loss": 0.5868, "time": 0.67035} {"mode": "train", "epoch": 34, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01841, "loss_rpn_cls": 0.02001, "loss_rpn_bbox": 0.03045, "loss_cls": 0.14634, "acc": 94.52734, "loss_bbox": 0.19049, "loss_mask": 0.19929, "loss": 0.58659, "time": 0.66485} {"mode": "train", "epoch": 34, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.01635, "loss_rpn_cls": 0.02035, "loss_rpn_bbox": 0.02973, "loss_cls": 0.15153, "acc": 94.4165, "loss_bbox": 0.19239, "loss_mask": 0.20326, "loss": 0.59727, "time": 0.6737} {"mode": "train", "epoch": 34, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.01819, "loss_rpn_cls": 0.02038, "loss_rpn_bbox": 0.02939, "loss_cls": 0.15371, "acc": 94.34741, "loss_bbox": 0.1956, "loss_mask": 0.20646, "loss": 0.60553, "time": 0.67603} {"mode": "train", "epoch": 34, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.01551, "loss_rpn_cls": 0.01901, "loss_rpn_bbox": 0.0258, "loss_cls": 0.135, "acc": 94.93799, "loss_bbox": 0.17035, "loss_mask": 0.19083, "loss": 0.54099, "time": 0.66426} {"mode": "train", "epoch": 34, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.0186, "loss_rpn_cls": 0.01951, "loss_rpn_bbox": 0.02907, "loss_cls": 0.14329, "acc": 94.62939, "loss_bbox": 0.18297, "loss_mask": 0.20357, "loss": 0.57841, "time": 0.66581} {"mode": "train", "epoch": 34, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01771, "loss_rpn_cls": 0.01812, "loss_rpn_bbox": 0.02751, "loss_cls": 0.14113, "acc": 94.75537, "loss_bbox": 0.18335, "loss_mask": 0.20064, "loss": 0.57075, "time": 0.67514} {"mode": "train", "epoch": 34, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.01945, "loss_rpn_cls": 0.01926, "loss_rpn_bbox": 0.0291, "loss_cls": 0.15041, "acc": 94.39502, "loss_bbox": 0.18988, "loss_mask": 0.20644, "loss": 0.59508, "time": 0.66582} {"mode": "train", "epoch": 34, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.01636, "loss_rpn_cls": 0.01913, "loss_rpn_bbox": 0.02592, "loss_cls": 0.14018, "acc": 94.74878, "loss_bbox": 0.17991, "loss_mask": 0.19597, "loss": 0.5611, "time": 0.67282} {"mode": "train", "epoch": 34, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.02128, "loss_rpn_cls": 0.02133, "loss_rpn_bbox": 0.02993, "loss_cls": 0.15472, "acc": 94.24268, "loss_bbox": 0.19483, "loss_mask": 0.19962, "loss": 0.60043, "time": 0.68157} {"mode": "train", "epoch": 34, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.0153, "loss_rpn_cls": 0.0184, "loss_rpn_bbox": 0.02835, "loss_cls": 0.14736, "acc": 94.52856, "loss_bbox": 0.188, "loss_mask": 0.20511, "loss": 0.58723, "time": 0.67584} {"mode": "train", "epoch": 34, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01719, "loss_rpn_cls": 0.01716, "loss_rpn_bbox": 0.02549, "loss_cls": 0.13844, "acc": 94.73486, "loss_bbox": 0.17793, "loss_mask": 0.19668, "loss": 0.55569, "time": 0.66773} {"mode": "train", "epoch": 34, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.01794, "loss_rpn_cls": 0.0197, "loss_rpn_bbox": 0.02684, "loss_cls": 0.13948, "acc": 94.77075, "loss_bbox": 0.18117, "loss_mask": 0.19925, "loss": 0.56644, "time": 0.68558} {"mode": "train", "epoch": 34, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.01664, "loss_rpn_cls": 0.0209, "loss_rpn_bbox": 0.027, "loss_cls": 0.14974, "acc": 94.5415, "loss_bbox": 0.18441, "loss_mask": 0.19808, "loss": 0.58013, "time": 0.66287} {"mode": "train", "epoch": 34, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.01648, "loss_rpn_cls": 0.01573, "loss_rpn_bbox": 0.02627, "loss_cls": 0.13721, "acc": 94.86743, "loss_bbox": 0.17228, "loss_mask": 0.1929, "loss": 0.5444, "time": 0.68218} {"mode": "train", "epoch": 34, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01716, "loss_rpn_cls": 0.01683, "loss_rpn_bbox": 0.02679, "loss_cls": 0.14547, "acc": 94.61401, "loss_bbox": 0.18302, "loss_mask": 0.19962, "loss": 0.57172, "time": 0.66366} {"mode": "train", "epoch": 34, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.01627, "loss_rpn_cls": 0.01754, "loss_rpn_bbox": 0.02614, "loss_cls": 0.14531, "acc": 94.53687, "loss_bbox": 0.1833, "loss_mask": 0.19444, "loss": 0.56673, "time": 0.65956} {"mode": "train", "epoch": 34, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01649, "loss_rpn_cls": 0.0189, "loss_rpn_bbox": 0.02669, "loss_cls": 0.14559, "acc": 94.64111, "loss_bbox": 0.18229, "loss_mask": 0.1989, "loss": 0.57237, "time": 0.67304} {"mode": "train", "epoch": 34, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.01718, "loss_rpn_cls": 0.01784, "loss_rpn_bbox": 0.02674, "loss_cls": 0.14362, "acc": 94.65356, "loss_bbox": 0.18401, "loss_mask": 0.1963, "loss": 0.56851, "time": 0.67702} {"mode": "train", "epoch": 34, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.01695, "loss_rpn_cls": 0.01971, "loss_rpn_bbox": 0.02749, "loss_cls": 0.15279, "acc": 94.45581, "loss_bbox": 0.1915, "loss_mask": 0.20092, "loss": 0.59241, "time": 0.67721} {"mode": "train", "epoch": 34, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.0162, "loss_rpn_cls": 0.01746, "loss_rpn_bbox": 0.02607, "loss_cls": 0.14305, "acc": 94.62012, "loss_bbox": 0.18299, "loss_mask": 0.20092, "loss": 0.57049, "time": 0.65877} {"mode": "train", "epoch": 34, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.01712, "loss_rpn_cls": 0.01814, "loss_rpn_bbox": 0.02672, "loss_cls": 0.1431, "acc": 94.69727, "loss_bbox": 0.18431, "loss_mask": 0.1992, "loss": 0.57146, "time": 0.66256} {"mode": "train", "epoch": 34, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.01789, "loss_rpn_cls": 0.01988, "loss_rpn_bbox": 0.02801, "loss_cls": 0.14568, "acc": 94.65259, "loss_bbox": 0.18279, "loss_mask": 0.2022, "loss": 0.57857, "time": 0.6674} {"mode": "train", "epoch": 34, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.01591, "loss_rpn_cls": 0.01805, "loss_rpn_bbox": 0.02638, "loss_cls": 0.14695, "acc": 94.56787, "loss_bbox": 0.18192, "loss_mask": 0.19498, "loss": 0.56828, "time": 0.67627} {"mode": "train", "epoch": 34, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.01588, "loss_rpn_cls": 0.02147, "loss_rpn_bbox": 0.02869, "loss_cls": 0.15364, "acc": 94.38281, "loss_bbox": 0.19054, "loss_mask": 0.20014, "loss": 0.59449, "time": 0.66769} {"mode": "train", "epoch": 34, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.01886, "loss_rpn_cls": 0.01869, "loss_rpn_bbox": 0.02842, "loss_cls": 0.15336, "acc": 94.27881, "loss_bbox": 0.18181, "loss_mask": 0.19651, "loss": 0.5788, "time": 0.67518} {"mode": "train", "epoch": 34, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.01707, "loss_rpn_cls": 0.0198, "loss_rpn_bbox": 0.02758, "loss_cls": 0.14891, "acc": 94.46265, "loss_bbox": 0.18875, "loss_mask": 0.19965, "loss": 0.58469, "time": 0.67394} {"mode": "train", "epoch": 34, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.01817, "loss_rpn_cls": 0.01731, "loss_rpn_bbox": 0.02708, "loss_cls": 0.15015, "acc": 94.41284, "loss_bbox": 0.18683, "loss_mask": 0.19598, "loss": 0.57736, "time": 0.67633} {"mode": "train", "epoch": 34, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.01798, "loss_rpn_cls": 0.01796, "loss_rpn_bbox": 0.02759, "loss_cls": 0.14159, "acc": 94.73462, "loss_bbox": 0.1813, "loss_mask": 0.19236, "loss": 0.56079, "time": 0.66074} {"mode": "train", "epoch": 34, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.01737, "loss_rpn_cls": 0.01898, "loss_rpn_bbox": 0.02962, "loss_cls": 0.15098, "acc": 94.25195, "loss_bbox": 0.19268, "loss_mask": 0.20143, "loss": 0.59369, "time": 0.66713} {"mode": "train", "epoch": 34, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.01755, "loss_rpn_cls": 0.01936, "loss_rpn_bbox": 0.02803, "loss_cls": 0.14686, "acc": 94.49927, "loss_bbox": 0.18332, "loss_mask": 0.19563, "loss": 0.5732, "time": 0.66417} {"mode": "train", "epoch": 34, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.01616, "loss_rpn_cls": 0.01813, "loss_rpn_bbox": 0.02703, "loss_cls": 0.14002, "acc": 94.75708, "loss_bbox": 0.18031, "loss_mask": 0.19898, "loss": 0.56447, "time": 0.67003} {"mode": "train", "epoch": 34, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.01801, "loss_rpn_cls": 0.0188, "loss_rpn_bbox": 0.02683, "loss_cls": 0.14144, "acc": 94.6626, "loss_bbox": 0.18081, "loss_mask": 0.19475, "loss": 0.56263, "time": 0.69746} {"mode": "train", "epoch": 34, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.01636, "loss_rpn_cls": 0.01887, "loss_rpn_bbox": 0.02648, "loss_cls": 0.14633, "acc": 94.60449, "loss_bbox": 0.17986, "loss_mask": 0.19695, "loss": 0.56849, "time": 0.65894} {"mode": "train", "epoch": 34, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.0172, "loss_rpn_cls": 0.01914, "loss_rpn_bbox": 0.02802, "loss_cls": 0.14995, "acc": 94.43921, "loss_bbox": 0.1858, "loss_mask": 0.2005, "loss": 0.58342, "time": 0.66373} {"mode": "train", "epoch": 34, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.01878, "loss_rpn_cls": 0.01943, "loss_rpn_bbox": 0.02589, "loss_cls": 0.14379, "acc": 94.64868, "loss_bbox": 0.18421, "loss_mask": 0.19697, "loss": 0.57028, "time": 0.67918} {"mode": "train", "epoch": 34, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.01612, "loss_rpn_cls": 0.01874, "loss_rpn_bbox": 0.0286, "loss_cls": 0.14811, "acc": 94.43579, "loss_bbox": 0.18716, "loss_mask": 0.20072, "loss": 0.58333, "time": 0.66519} {"mode": "train", "epoch": 34, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.01962, "loss_rpn_cls": 0.01958, "loss_rpn_bbox": 0.02748, "loss_cls": 0.1491, "acc": 94.52173, "loss_bbox": 0.18574, "loss_mask": 0.19612, "loss": 0.57802, "time": 0.67389} {"mode": "train", "epoch": 34, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.0176, "loss_rpn_cls": 0.01848, "loss_rpn_bbox": 0.0257, "loss_cls": 0.14384, "acc": 94.58398, "loss_bbox": 0.18048, "loss_mask": 0.20057, "loss": 0.56908, "time": 0.67084} {"mode": "train", "epoch": 34, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.01887, "loss_rpn_cls": 0.01935, "loss_rpn_bbox": 0.02875, "loss_cls": 0.14658, "acc": 94.57373, "loss_bbox": 0.18821, "loss_mask": 0.2038, "loss": 0.58669, "time": 0.67897} {"mode": "train", "epoch": 34, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.01607, "loss_rpn_cls": 0.02069, "loss_rpn_bbox": 0.02933, "loss_cls": 0.14886, "acc": 94.44312, "loss_bbox": 0.18607, "loss_mask": 0.19809, "loss": 0.58303, "time": 0.66887} {"mode": "train", "epoch": 34, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.01524, "loss_rpn_cls": 0.01931, "loss_rpn_bbox": 0.0268, "loss_cls": 0.14075, "acc": 94.80493, "loss_bbox": 0.17699, "loss_mask": 0.19705, "loss": 0.5609, "time": 0.67875} {"mode": "train", "epoch": 34, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01875, "loss_rpn_cls": 0.01968, "loss_rpn_bbox": 0.02805, "loss_cls": 0.14553, "acc": 94.62573, "loss_bbox": 0.18409, "loss_mask": 0.1992, "loss": 0.57656, "time": 0.67888} {"mode": "train", "epoch": 34, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.02171, "loss_rpn_cls": 0.02033, "loss_rpn_bbox": 0.03012, "loss_cls": 0.1517, "acc": 94.34082, "loss_bbox": 0.19444, "loss_mask": 0.20263, "loss": 0.59921, "time": 0.67554} {"mode": "train", "epoch": 34, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.01696, "loss_rpn_cls": 0.01838, "loss_rpn_bbox": 0.02742, "loss_cls": 0.14455, "acc": 94.54851, "loss_bbox": 0.18676, "loss_mask": 0.2041, "loss": 0.58121, "time": 0.66953} {"mode": "train", "epoch": 34, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.01511, "loss_rpn_cls": 0.01744, "loss_rpn_bbox": 0.02647, "loss_cls": 0.14248, "acc": 94.63892, "loss_bbox": 0.18165, "loss_mask": 0.19688, "loss": 0.56491, "time": 0.67348} {"mode": "train", "epoch": 34, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01709, "loss_rpn_cls": 0.01796, "loss_rpn_bbox": 0.02635, "loss_cls": 0.14747, "acc": 94.5332, "loss_bbox": 0.18082, "loss_mask": 0.20157, "loss": 0.57417, "time": 0.6684} {"mode": "train", "epoch": 34, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.0187, "loss_rpn_cls": 0.01957, "loss_rpn_bbox": 0.02801, "loss_cls": 0.15213, "acc": 94.4043, "loss_bbox": 0.19212, "loss_mask": 0.19923, "loss": 0.59106, "time": 0.66391} {"mode": "train", "epoch": 34, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.01835, "loss_rpn_cls": 0.01973, "loss_rpn_bbox": 0.02817, "loss_cls": 0.14664, "acc": 94.5293, "loss_bbox": 0.19046, "loss_mask": 0.201, "loss": 0.58599, "time": 0.67411} {"mode": "train", "epoch": 34, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01673, "loss_rpn_cls": 0.0207, "loss_rpn_bbox": 0.02719, "loss_cls": 0.15156, "acc": 94.40381, "loss_bbox": 0.18702, "loss_mask": 0.20231, "loss": 0.58878, "time": 0.66243} {"mode": "train", "epoch": 34, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.01768, "loss_rpn_cls": 0.01843, "loss_rpn_bbox": 0.02699, "loss_cls": 0.14102, "acc": 94.81299, "loss_bbox": 0.18176, "loss_mask": 0.19846, "loss": 0.56666, "time": 0.66546} {"mode": "train", "epoch": 34, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.01756, "loss_rpn_cls": 0.01996, "loss_rpn_bbox": 0.02843, "loss_cls": 0.14724, "acc": 94.49146, "loss_bbox": 0.18317, "loss_mask": 0.20263, "loss": 0.58144, "time": 0.66567} {"mode": "train", "epoch": 34, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.01655, "loss_rpn_cls": 0.01762, "loss_rpn_bbox": 0.02655, "loss_cls": 0.14427, "acc": 94.65381, "loss_bbox": 0.18248, "loss_mask": 0.19975, "loss": 0.57067, "time": 0.67162} {"mode": "train", "epoch": 34, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.0172, "loss_rpn_cls": 0.01901, "loss_rpn_bbox": 0.02788, "loss_cls": 0.14886, "acc": 94.40234, "loss_bbox": 0.18606, "loss_mask": 0.19775, "loss": 0.57955, "time": 0.67061} {"mode": "train", "epoch": 34, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.01984, "loss_rpn_cls": 0.01875, "loss_rpn_bbox": 0.02819, "loss_cls": 0.14763, "acc": 94.45581, "loss_bbox": 0.18863, "loss_mask": 0.19883, "loss": 0.58203, "time": 0.66561} {"mode": "train", "epoch": 34, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.02078, "loss_rpn_cls": 0.02056, "loss_rpn_bbox": 0.02939, "loss_cls": 0.15185, "acc": 94.31128, "loss_bbox": 0.1919, "loss_mask": 0.20072, "loss": 0.59442, "time": 0.67413} {"mode": "train", "epoch": 34, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01699, "loss_rpn_cls": 0.01898, "loss_rpn_bbox": 0.02675, "loss_cls": 0.14177, "acc": 94.77173, "loss_bbox": 0.18096, "loss_mask": 0.19786, "loss": 0.56632, "time": 0.66222} {"mode": "train", "epoch": 34, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01605, "loss_rpn_cls": 0.01824, "loss_rpn_bbox": 0.02911, "loss_cls": 0.14483, "acc": 94.56958, "loss_bbox": 0.18473, "loss_mask": 0.19903, "loss": 0.57593, "time": 0.6589} {"mode": "train", "epoch": 34, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.01537, "loss_rpn_cls": 0.01872, "loss_rpn_bbox": 0.02704, "loss_cls": 0.14602, "acc": 94.60107, "loss_bbox": 0.18394, "loss_mask": 0.19864, "loss": 0.57436, "time": 0.6651} {"mode": "train", "epoch": 34, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.01951, "loss_rpn_cls": 0.01954, "loss_rpn_bbox": 0.02939, "loss_cls": 0.15207, "acc": 94.34839, "loss_bbox": 0.19466, "loss_mask": 0.2064, "loss": 0.60206, "time": 0.67169} {"mode": "train", "epoch": 34, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.01637, "loss_rpn_cls": 0.01893, "loss_rpn_bbox": 0.0278, "loss_cls": 0.14453, "acc": 94.55103, "loss_bbox": 0.18531, "loss_mask": 0.19966, "loss": 0.57622, "time": 0.66759} {"mode": "train", "epoch": 34, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.01947, "loss_rpn_cls": 0.01831, "loss_rpn_bbox": 0.02824, "loss_cls": 0.14941, "acc": 94.47412, "loss_bbox": 0.19025, "loss_mask": 0.19779, "loss": 0.58401, "time": 0.67706} {"mode": "train", "epoch": 34, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.0143, "loss_rpn_cls": 0.01781, "loss_rpn_bbox": 0.0274, "loss_cls": 0.14304, "acc": 94.66235, "loss_bbox": 0.18267, "loss_mask": 0.20042, "loss": 0.57135, "time": 0.67119} {"mode": "train", "epoch": 34, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.01752, "loss_rpn_cls": 0.01687, "loss_rpn_bbox": 0.02518, "loss_cls": 0.14108, "acc": 94.61523, "loss_bbox": 0.18201, "loss_mask": 0.19741, "loss": 0.56254, "time": 0.66721} {"mode": "train", "epoch": 34, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.01624, "loss_rpn_cls": 0.01904, "loss_rpn_bbox": 0.02766, "loss_cls": 0.1456, "acc": 94.59375, "loss_bbox": 0.18792, "loss_mask": 0.20302, "loss": 0.58325, "time": 0.65941} {"mode": "train", "epoch": 34, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01875, "loss_rpn_cls": 0.0188, "loss_rpn_bbox": 0.02762, "loss_cls": 0.14791, "acc": 94.39868, "loss_bbox": 0.18646, "loss_mask": 0.20087, "loss": 0.58167, "time": 0.67148} {"mode": "train", "epoch": 34, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01586, "loss_rpn_cls": 0.01777, "loss_rpn_bbox": 0.02728, "loss_cls": 0.14464, "acc": 94.56372, "loss_bbox": 0.18866, "loss_mask": 0.19926, "loss": 0.5776, "time": 0.66648} {"mode": "val", "epoch": 34, "iter": 625, "lr": 0.0, "bbox_mAP": 0.5402, "bbox_mAP_50": 0.7556, "bbox_mAP_75": 0.5943, "bbox_mAP_s": 0.3781, "bbox_mAP_m": 0.5807, "bbox_mAP_l": 0.6844, "bbox_mAP_copypaste": "0.5402 0.7556 0.5943 0.3781 0.5807 0.6844", "segm_mAP": 0.4774, "segm_mAP_50": 0.7297, "segm_mAP_75": 0.5193, "segm_mAP_s": 0.2846, "segm_mAP_m": 0.5143, "segm_mAP_l": 0.6698, "segm_mAP_copypaste": "0.4774 0.7297 0.5193 0.2846 0.5143 0.6698"} {"mode": "train", "epoch": 35, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.70629, "loss_rpn_cls": 0.02266, "loss_rpn_bbox": 0.02923, "loss_cls": 0.14788, "acc": 94.44556, "loss_bbox": 0.18875, "loss_mask": 0.20339, "loss": 0.59192, "time": 1.36055} {"mode": "train", "epoch": 35, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.01565, "loss_rpn_cls": 0.01805, "loss_rpn_bbox": 0.02705, "loss_cls": 0.14137, "acc": 94.67114, "loss_bbox": 0.18213, "loss_mask": 0.19821, "loss": 0.56681, "time": 0.67854} {"mode": "train", "epoch": 35, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.01687, "loss_rpn_cls": 0.01658, "loss_rpn_bbox": 0.02854, "loss_cls": 0.14617, "acc": 94.46645, "loss_bbox": 0.18732, "loss_mask": 0.19702, "loss": 0.57563, "time": 0.67993} {"mode": "train", "epoch": 35, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.01708, "loss_rpn_cls": 0.01988, "loss_rpn_bbox": 0.02823, "loss_cls": 0.14167, "acc": 94.60767, "loss_bbox": 0.18739, "loss_mask": 0.20083, "loss": 0.57801, "time": 0.67977} {"mode": "train", "epoch": 35, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.01632, "loss_rpn_cls": 0.02055, "loss_rpn_bbox": 0.02845, "loss_cls": 0.14755, "acc": 94.53467, "loss_bbox": 0.1879, "loss_mask": 0.19815, "loss": 0.58261, "time": 0.67661} {"mode": "train", "epoch": 35, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.01888, "loss_rpn_cls": 0.02466, "loss_rpn_bbox": 0.03063, "loss_cls": 0.16004, "acc": 94.16626, "loss_bbox": 0.20001, "loss_mask": 0.20583, "loss": 0.62117, "time": 0.67425} {"mode": "train", "epoch": 35, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.01905, "loss_rpn_cls": 0.0206, "loss_rpn_bbox": 0.02916, "loss_cls": 0.15213, "acc": 94.29736, "loss_bbox": 0.19153, "loss_mask": 0.19953, "loss": 0.59295, "time": 0.68271} {"mode": "train", "epoch": 35, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.01432, "loss_rpn_cls": 0.01782, "loss_rpn_bbox": 0.02652, "loss_cls": 0.14256, "acc": 94.74048, "loss_bbox": 0.18211, "loss_mask": 0.19651, "loss": 0.56553, "time": 0.66745} {"mode": "train", "epoch": 35, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.0172, "loss_rpn_cls": 0.01794, "loss_rpn_bbox": 0.02785, "loss_cls": 0.14187, "acc": 94.62402, "loss_bbox": 0.1826, "loss_mask": 0.19606, "loss": 0.56633, "time": 0.66552} {"mode": "train", "epoch": 35, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.01977, "loss_rpn_cls": 0.01996, "loss_rpn_bbox": 0.02839, "loss_cls": 0.14772, "acc": 94.48511, "loss_bbox": 0.18979, "loss_mask": 0.2028, "loss": 0.58867, "time": 0.67473} {"mode": "train", "epoch": 35, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01687, "loss_rpn_cls": 0.01843, "loss_rpn_bbox": 0.0281, "loss_cls": 0.14846, "acc": 94.57739, "loss_bbox": 0.18634, "loss_mask": 0.20065, "loss": 0.58199, "time": 0.66288} {"mode": "train", "epoch": 35, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.01566, "loss_rpn_cls": 0.0186, "loss_rpn_bbox": 0.02844, "loss_cls": 0.14548, "acc": 94.65942, "loss_bbox": 0.18578, "loss_mask": 0.19966, "loss": 0.57796, "time": 0.66897} {"mode": "train", "epoch": 35, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.01692, "loss_rpn_cls": 0.02112, "loss_rpn_bbox": 0.02826, "loss_cls": 0.14588, "acc": 94.56201, "loss_bbox": 0.18736, "loss_mask": 0.19954, "loss": 0.58217, "time": 0.67192} {"mode": "train", "epoch": 35, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.01665, "loss_rpn_cls": 0.01832, "loss_rpn_bbox": 0.02677, "loss_cls": 0.14362, "acc": 94.59937, "loss_bbox": 0.18177, "loss_mask": 0.19823, "loss": 0.56871, "time": 0.66176} {"mode": "train", "epoch": 35, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.01692, "loss_rpn_cls": 0.01993, "loss_rpn_bbox": 0.02763, "loss_cls": 0.1488, "acc": 94.40137, "loss_bbox": 0.19098, "loss_mask": 0.20066, "loss": 0.58801, "time": 0.67199} {"mode": "train", "epoch": 35, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.01861, "loss_rpn_cls": 0.01766, "loss_rpn_bbox": 0.02679, "loss_cls": 0.14312, "acc": 94.61133, "loss_bbox": 0.18597, "loss_mask": 0.20083, "loss": 0.57437, "time": 0.65879} {"mode": "train", "epoch": 35, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.01801, "loss_rpn_cls": 0.01778, "loss_rpn_bbox": 0.02688, "loss_cls": 0.14537, "acc": 94.53002, "loss_bbox": 0.18466, "loss_mask": 0.19459, "loss": 0.56928, "time": 0.66982} {"mode": "train", "epoch": 35, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.01829, "loss_rpn_cls": 0.01876, "loss_rpn_bbox": 0.02887, "loss_cls": 0.14468, "acc": 94.56519, "loss_bbox": 0.19014, "loss_mask": 0.19536, "loss": 0.57781, "time": 0.67206} {"mode": "train", "epoch": 35, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.01591, "loss_rpn_cls": 0.01751, "loss_rpn_bbox": 0.02624, "loss_cls": 0.14268, "acc": 94.62524, "loss_bbox": 0.18169, "loss_mask": 0.19531, "loss": 0.56344, "time": 0.66458} {"mode": "train", "epoch": 35, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.0182, "loss_rpn_cls": 0.02066, "loss_rpn_bbox": 0.03062, "loss_cls": 0.14907, "acc": 94.36792, "loss_bbox": 0.1945, "loss_mask": 0.20191, "loss": 0.59676, "time": 0.67293} {"mode": "train", "epoch": 35, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01578, "loss_rpn_cls": 0.01824, "loss_rpn_bbox": 0.0266, "loss_cls": 0.14705, "acc": 94.51099, "loss_bbox": 0.18346, "loss_mask": 0.19872, "loss": 0.57407, "time": 0.66461} {"mode": "train", "epoch": 35, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.01582, "loss_rpn_cls": 0.01621, "loss_rpn_bbox": 0.02709, "loss_cls": 0.14624, "acc": 94.59741, "loss_bbox": 0.18566, "loss_mask": 0.19783, "loss": 0.57303, "time": 0.66912} {"mode": "train", "epoch": 35, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.01885, "loss_rpn_cls": 0.02046, "loss_rpn_bbox": 0.02852, "loss_cls": 0.14702, "acc": 94.43018, "loss_bbox": 0.18801, "loss_mask": 0.20204, "loss": 0.58605, "time": 0.67962} {"mode": "train", "epoch": 35, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.01572, "loss_rpn_cls": 0.01845, "loss_rpn_bbox": 0.02634, "loss_cls": 0.14199, "acc": 94.7124, "loss_bbox": 0.18191, "loss_mask": 0.19613, "loss": 0.56482, "time": 0.67913} {"mode": "train", "epoch": 35, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.01963, "loss_rpn_cls": 0.01925, "loss_rpn_bbox": 0.02927, "loss_cls": 0.14521, "acc": 94.6001, "loss_bbox": 0.188, "loss_mask": 0.19916, "loss": 0.5809, "time": 0.68601} {"mode": "train", "epoch": 35, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.01829, "loss_rpn_cls": 0.01945, "loss_rpn_bbox": 0.02752, "loss_cls": 0.14535, "acc": 94.65112, "loss_bbox": 0.1862, "loss_mask": 0.19928, "loss": 0.5778, "time": 0.67346} {"mode": "train", "epoch": 35, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01897, "loss_rpn_cls": 0.01896, "loss_rpn_bbox": 0.02852, "loss_cls": 0.15177, "acc": 94.34741, "loss_bbox": 0.19384, "loss_mask": 0.19962, "loss": 0.59271, "time": 0.67547} {"mode": "train", "epoch": 35, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01685, "loss_rpn_cls": 0.02154, "loss_rpn_bbox": 0.02804, "loss_cls": 0.1465, "acc": 94.64087, "loss_bbox": 0.18257, "loss_mask": 0.20583, "loss": 0.58447, "time": 0.66473} {"mode": "train", "epoch": 35, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.01668, "loss_rpn_cls": 0.01697, "loss_rpn_bbox": 0.02747, "loss_cls": 0.14084, "acc": 94.75757, "loss_bbox": 0.18473, "loss_mask": 0.19565, "loss": 0.56566, "time": 0.65819} {"mode": "train", "epoch": 35, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.0175, "loss_rpn_cls": 0.01698, "loss_rpn_bbox": 0.02684, "loss_cls": 0.14439, "acc": 94.55615, "loss_bbox": 0.18706, "loss_mask": 0.20454, "loss": 0.57981, "time": 0.66542} {"mode": "train", "epoch": 35, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.01606, "loss_rpn_cls": 0.0178, "loss_rpn_bbox": 0.02689, "loss_cls": 0.14368, "acc": 94.64209, "loss_bbox": 0.18392, "loss_mask": 0.20127, "loss": 0.57356, "time": 0.67848} {"mode": "train", "epoch": 35, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.01671, "loss_rpn_cls": 0.02059, "loss_rpn_bbox": 0.02792, "loss_cls": 0.14829, "acc": 94.50708, "loss_bbox": 0.18717, "loss_mask": 0.20023, "loss": 0.58421, "time": 0.67252} {"mode": "train", "epoch": 35, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.02013, "loss_rpn_cls": 0.02043, "loss_rpn_bbox": 0.0287, "loss_cls": 0.14776, "acc": 94.54907, "loss_bbox": 0.18861, "loss_mask": 0.19999, "loss": 0.58549, "time": 0.67016} {"mode": "train", "epoch": 35, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.01976, "loss_rpn_cls": 0.01757, "loss_rpn_bbox": 0.02716, "loss_cls": 0.13843, "acc": 94.81934, "loss_bbox": 0.18038, "loss_mask": 0.19657, "loss": 0.56011, "time": 0.6736} {"mode": "train", "epoch": 35, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.01972, "loss_rpn_cls": 0.0208, "loss_rpn_bbox": 0.03186, "loss_cls": 0.15195, "acc": 94.2159, "loss_bbox": 0.19802, "loss_mask": 0.20538, "loss": 0.608, "time": 0.67922} {"mode": "train", "epoch": 35, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.01639, "loss_rpn_cls": 0.01611, "loss_rpn_bbox": 0.02502, "loss_cls": 0.13152, "acc": 95.08789, "loss_bbox": 0.16962, "loss_mask": 0.19134, "loss": 0.53361, "time": 0.67409} {"mode": "train", "epoch": 35, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.01649, "loss_rpn_cls": 0.01874, "loss_rpn_bbox": 0.02718, "loss_cls": 0.14164, "acc": 94.66016, "loss_bbox": 0.18565, "loss_mask": 0.20089, "loss": 0.5741, "time": 0.67603} {"mode": "train", "epoch": 35, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.01438, "loss_rpn_cls": 0.01888, "loss_rpn_bbox": 0.02598, "loss_cls": 0.13763, "acc": 94.89355, "loss_bbox": 0.17622, "loss_mask": 0.20037, "loss": 0.55909, "time": 0.66944} {"mode": "train", "epoch": 35, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.01769, "loss_rpn_cls": 0.02023, "loss_rpn_bbox": 0.03064, "loss_cls": 0.15281, "acc": 94.22681, "loss_bbox": 0.19249, "loss_mask": 0.20619, "loss": 0.60236, "time": 0.66991} {"mode": "train", "epoch": 35, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.01842, "loss_rpn_cls": 0.01781, "loss_rpn_bbox": 0.02787, "loss_cls": 0.14534, "acc": 94.52686, "loss_bbox": 0.18866, "loss_mask": 0.20184, "loss": 0.58152, "time": 0.6733} {"mode": "train", "epoch": 35, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.01915, "loss_rpn_cls": 0.02082, "loss_rpn_bbox": 0.02964, "loss_cls": 0.14968, "acc": 94.38354, "loss_bbox": 0.19493, "loss_mask": 0.20538, "loss": 0.60046, "time": 0.68341} {"mode": "train", "epoch": 35, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.01648, "loss_rpn_cls": 0.01793, "loss_rpn_bbox": 0.02737, "loss_cls": 0.14464, "acc": 94.61279, "loss_bbox": 0.18324, "loss_mask": 0.19843, "loss": 0.57161, "time": 0.67623} {"mode": "train", "epoch": 35, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.01397, "loss_rpn_cls": 0.01659, "loss_rpn_bbox": 0.02562, "loss_cls": 0.13665, "acc": 94.87061, "loss_bbox": 0.17406, "loss_mask": 0.19742, "loss": 0.55034, "time": 0.6628} {"mode": "train", "epoch": 35, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.01703, "loss_rpn_cls": 0.01825, "loss_rpn_bbox": 0.02732, "loss_cls": 0.14598, "acc": 94.52295, "loss_bbox": 0.1835, "loss_mask": 0.20301, "loss": 0.57805, "time": 0.67279} {"mode": "train", "epoch": 35, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.01685, "loss_rpn_cls": 0.01808, "loss_rpn_bbox": 0.02715, "loss_cls": 0.14239, "acc": 94.71411, "loss_bbox": 0.181, "loss_mask": 0.19526, "loss": 0.56389, "time": 0.66987} {"mode": "train", "epoch": 35, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.01544, "loss_rpn_cls": 0.0194, "loss_rpn_bbox": 0.02783, "loss_cls": 0.14675, "acc": 94.58862, "loss_bbox": 0.18392, "loss_mask": 0.19923, "loss": 0.57713, "time": 0.66263} {"mode": "train", "epoch": 35, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.01699, "loss_rpn_cls": 0.01896, "loss_rpn_bbox": 0.02808, "loss_cls": 0.14778, "acc": 94.50488, "loss_bbox": 0.18798, "loss_mask": 0.20314, "loss": 0.58594, "time": 0.66911} {"mode": "train", "epoch": 35, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.0162, "loss_rpn_cls": 0.01676, "loss_rpn_bbox": 0.02703, "loss_cls": 0.14042, "acc": 94.74097, "loss_bbox": 0.18289, "loss_mask": 0.20021, "loss": 0.56732, "time": 0.66851} {"mode": "train", "epoch": 35, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.01869, "loss_rpn_cls": 0.01924, "loss_rpn_bbox": 0.02876, "loss_cls": 0.1551, "acc": 94.20483, "loss_bbox": 0.19388, "loss_mask": 0.20422, "loss": 0.6012, "time": 0.67844} {"mode": "train", "epoch": 35, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.02144, "loss_rpn_cls": 0.0185, "loss_rpn_bbox": 0.02786, "loss_cls": 0.1474, "acc": 94.55029, "loss_bbox": 0.18151, "loss_mask": 0.20012, "loss": 0.5754, "time": 0.67203} {"mode": "train", "epoch": 35, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.01633, "loss_rpn_cls": 0.01943, "loss_rpn_bbox": 0.02661, "loss_cls": 0.14517, "acc": 94.63892, "loss_bbox": 0.17893, "loss_mask": 0.1987, "loss": 0.56885, "time": 0.66114} {"mode": "train", "epoch": 35, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.01664, "loss_rpn_cls": 0.0202, "loss_rpn_bbox": 0.0277, "loss_cls": 0.14864, "acc": 94.48315, "loss_bbox": 0.18847, "loss_mask": 0.20397, "loss": 0.58897, "time": 0.66453} {"mode": "train", "epoch": 35, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.02136, "loss_rpn_cls": 0.02229, "loss_rpn_bbox": 0.03018, "loss_cls": 0.14994, "acc": 94.45312, "loss_bbox": 0.19094, "loss_mask": 0.20373, "loss": 0.59708, "time": 0.67859} {"mode": "train", "epoch": 35, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.01675, "loss_rpn_cls": 0.02009, "loss_rpn_bbox": 0.02795, "loss_cls": 0.14512, "acc": 94.59253, "loss_bbox": 0.18612, "loss_mask": 0.19754, "loss": 0.57682, "time": 0.66294} {"mode": "train", "epoch": 35, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.01687, "loss_rpn_cls": 0.01914, "loss_rpn_bbox": 0.02798, "loss_cls": 0.14255, "acc": 94.68164, "loss_bbox": 0.18072, "loss_mask": 0.19499, "loss": 0.56538, "time": 0.66686} {"mode": "train", "epoch": 35, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.01699, "loss_rpn_cls": 0.0185, "loss_rpn_bbox": 0.02736, "loss_cls": 0.14273, "acc": 94.6626, "loss_bbox": 0.18159, "loss_mask": 0.19693, "loss": 0.56711, "time": 0.67312} {"mode": "train", "epoch": 35, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.01766, "loss_rpn_cls": 0.01819, "loss_rpn_bbox": 0.02687, "loss_cls": 0.14077, "acc": 94.73608, "loss_bbox": 0.1812, "loss_mask": 0.19937, "loss": 0.56639, "time": 0.6693} {"mode": "train", "epoch": 35, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.01777, "loss_rpn_cls": 0.01865, "loss_rpn_bbox": 0.02821, "loss_cls": 0.14876, "acc": 94.54077, "loss_bbox": 0.18637, "loss_mask": 0.20238, "loss": 0.58437, "time": 0.67376} {"mode": "train", "epoch": 35, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.01769, "loss_rpn_cls": 0.01854, "loss_rpn_bbox": 0.02838, "loss_cls": 0.14493, "acc": 94.58862, "loss_bbox": 0.18558, "loss_mask": 0.19851, "loss": 0.57594, "time": 0.67602} {"mode": "train", "epoch": 35, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.01653, "loss_rpn_cls": 0.02186, "loss_rpn_bbox": 0.03035, "loss_cls": 0.14514, "acc": 94.75513, "loss_bbox": 0.18201, "loss_mask": 0.19734, "loss": 0.57671, "time": 0.67717} {"mode": "train", "epoch": 35, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.0159, "loss_rpn_cls": 0.01854, "loss_rpn_bbox": 0.02818, "loss_cls": 0.13966, "acc": 94.75269, "loss_bbox": 0.17921, "loss_mask": 0.19757, "loss": 0.56315, "time": 0.67491} {"mode": "train", "epoch": 35, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.01663, "loss_rpn_cls": 0.01879, "loss_rpn_bbox": 0.02735, "loss_cls": 0.14606, "acc": 94.63428, "loss_bbox": 0.18379, "loss_mask": 0.19882, "loss": 0.57481, "time": 0.66572} {"mode": "train", "epoch": 35, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.01849, "loss_rpn_cls": 0.02047, "loss_rpn_bbox": 0.0276, "loss_cls": 0.14719, "acc": 94.52173, "loss_bbox": 0.18762, "loss_mask": 0.20032, "loss": 0.5832, "time": 0.66612} {"mode": "train", "epoch": 35, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01751, "loss_rpn_cls": 0.01877, "loss_rpn_bbox": 0.02857, "loss_cls": 0.15141, "acc": 94.40259, "loss_bbox": 0.18846, "loss_mask": 0.20798, "loss": 0.59518, "time": 0.67312} {"mode": "train", "epoch": 35, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.01684, "loss_rpn_cls": 0.02056, "loss_rpn_bbox": 0.02836, "loss_cls": 0.14986, "acc": 94.44751, "loss_bbox": 0.18902, "loss_mask": 0.20295, "loss": 0.59074, "time": 0.65637} {"mode": "train", "epoch": 35, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01523, "loss_rpn_cls": 0.01532, "loss_rpn_bbox": 0.0245, "loss_cls": 0.13623, "acc": 94.92236, "loss_bbox": 0.17976, "loss_mask": 0.19471, "loss": 0.55051, "time": 0.66458} {"mode": "train", "epoch": 35, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.01766, "loss_rpn_cls": 0.01806, "loss_rpn_bbox": 0.02838, "loss_cls": 0.14436, "acc": 94.54517, "loss_bbox": 0.18371, "loss_mask": 0.19579, "loss": 0.57029, "time": 0.67431} {"mode": "train", "epoch": 35, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.01767, "loss_rpn_cls": 0.01851, "loss_rpn_bbox": 0.02911, "loss_cls": 0.15197, "acc": 94.31006, "loss_bbox": 0.19233, "loss_mask": 0.20268, "loss": 0.59459, "time": 0.68335} {"mode": "train", "epoch": 35, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.0166, "loss_rpn_cls": 0.01816, "loss_rpn_bbox": 0.02741, "loss_cls": 0.14427, "acc": 94.61353, "loss_bbox": 0.18286, "loss_mask": 0.20202, "loss": 0.57471, "time": 0.68377} {"mode": "train", "epoch": 35, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.01629, "loss_rpn_cls": 0.01904, "loss_rpn_bbox": 0.02797, "loss_cls": 0.15026, "acc": 94.45361, "loss_bbox": 0.18855, "loss_mask": 0.19865, "loss": 0.58448, "time": 0.66948} {"mode": "train", "epoch": 35, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.01455, "loss_rpn_cls": 0.01758, "loss_rpn_bbox": 0.02787, "loss_cls": 0.13571, "acc": 94.97144, "loss_bbox": 0.17558, "loss_mask": 0.19496, "loss": 0.55169, "time": 0.67337} {"mode": "train", "epoch": 35, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.0161, "loss_rpn_cls": 0.01784, "loss_rpn_bbox": 0.02696, "loss_cls": 0.13973, "acc": 94.82959, "loss_bbox": 0.17741, "loss_mask": 0.19791, "loss": 0.55986, "time": 0.66607} {"mode": "train", "epoch": 35, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.01591, "loss_rpn_cls": 0.01875, "loss_rpn_bbox": 0.02786, "loss_cls": 0.14442, "acc": 94.57666, "loss_bbox": 0.18161, "loss_mask": 0.19687, "loss": 0.56951, "time": 0.66339} {"mode": "train", "epoch": 35, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.01827, "loss_rpn_cls": 0.0195, "loss_rpn_bbox": 0.02844, "loss_cls": 0.14882, "acc": 94.51978, "loss_bbox": 0.18592, "loss_mask": 0.20157, "loss": 0.58424, "time": 0.68418} {"mode": "train", "epoch": 35, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01717, "loss_rpn_cls": 0.01832, "loss_rpn_bbox": 0.02726, "loss_cls": 0.14571, "acc": 94.52629, "loss_bbox": 0.18493, "loss_mask": 0.20058, "loss": 0.5768, "time": 0.67431} {"mode": "train", "epoch": 35, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01772, "loss_rpn_cls": 0.02204, "loss_rpn_bbox": 0.02969, "loss_cls": 0.15029, "acc": 94.38477, "loss_bbox": 0.18945, "loss_mask": 0.20544, "loss": 0.59692, "time": 0.67142} {"mode": "train", "epoch": 35, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01586, "loss_rpn_cls": 0.01971, "loss_rpn_bbox": 0.02735, "loss_cls": 0.14537, "acc": 94.56396, "loss_bbox": 0.18587, "loss_mask": 0.19477, "loss": 0.57307, "time": 0.66665} {"mode": "train", "epoch": 35, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01684, "loss_rpn_cls": 0.01874, "loss_rpn_bbox": 0.02713, "loss_cls": 0.14198, "acc": 94.65942, "loss_bbox": 0.18215, "loss_mask": 0.20076, "loss": 0.57076, "time": 0.66069} {"mode": "train", "epoch": 35, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.01771, "loss_rpn_cls": 0.01823, "loss_rpn_bbox": 0.02824, "loss_cls": 0.14665, "acc": 94.48364, "loss_bbox": 0.18711, "loss_mask": 0.20225, "loss": 0.58248, "time": 0.67603} {"mode": "train", "epoch": 35, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.01644, "loss_rpn_cls": 0.0169, "loss_rpn_bbox": 0.02619, "loss_cls": 0.14124, "acc": 94.66553, "loss_bbox": 0.17752, "loss_mask": 0.19717, "loss": 0.55903, "time": 0.67494} {"mode": "train", "epoch": 35, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01677, "loss_rpn_cls": 0.01941, "loss_rpn_bbox": 0.02773, "loss_cls": 0.14593, "acc": 94.52588, "loss_bbox": 0.18786, "loss_mask": 0.1993, "loss": 0.58023, "time": 0.66477} {"mode": "train", "epoch": 35, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.02033, "loss_rpn_cls": 0.01996, "loss_rpn_bbox": 0.02735, "loss_cls": 0.14418, "acc": 94.52393, "loss_bbox": 0.18798, "loss_mask": 0.19885, "loss": 0.57832, "time": 0.67921} {"mode": "train", "epoch": 35, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.01628, "loss_rpn_cls": 0.01956, "loss_rpn_bbox": 0.02592, "loss_cls": 0.14336, "acc": 94.64038, "loss_bbox": 0.1825, "loss_mask": 0.20117, "loss": 0.57251, "time": 0.65922} {"mode": "train", "epoch": 35, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.01502, "loss_rpn_cls": 0.01803, "loss_rpn_bbox": 0.02662, "loss_cls": 0.13771, "acc": 94.87061, "loss_bbox": 0.17708, "loss_mask": 0.1968, "loss": 0.55623, "time": 0.67199} {"mode": "train", "epoch": 35, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.01601, "loss_rpn_cls": 0.0198, "loss_rpn_bbox": 0.02847, "loss_cls": 0.1537, "acc": 94.35449, "loss_bbox": 0.19215, "loss_mask": 0.20142, "loss": 0.59553, "time": 0.67427} {"mode": "train", "epoch": 35, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01742, "loss_rpn_cls": 0.01922, "loss_rpn_bbox": 0.02884, "loss_cls": 0.14466, "acc": 94.65698, "loss_bbox": 0.18922, "loss_mask": 0.20748, "loss": 0.58941, "time": 0.65924} {"mode": "train", "epoch": 35, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.01581, "loss_rpn_cls": 0.01875, "loss_rpn_bbox": 0.02774, "loss_cls": 0.14644, "acc": 94.51831, "loss_bbox": 0.18966, "loss_mask": 0.20094, "loss": 0.58353, "time": 0.68039} {"mode": "train", "epoch": 35, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.01756, "loss_rpn_cls": 0.01858, "loss_rpn_bbox": 0.02674, "loss_cls": 0.14976, "acc": 94.51709, "loss_bbox": 0.18326, "loss_mask": 0.19778, "loss": 0.57612, "time": 0.67237} {"mode": "train", "epoch": 35, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.01525, "loss_rpn_cls": 0.0186, "loss_rpn_bbox": 0.02848, "loss_cls": 0.14711, "acc": 94.47681, "loss_bbox": 0.19315, "loss_mask": 0.20203, "loss": 0.58937, "time": 0.67462} {"mode": "train", "epoch": 35, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01771, "loss_rpn_cls": 0.01865, "loss_rpn_bbox": 0.02758, "loss_cls": 0.14816, "acc": 94.4547, "loss_bbox": 0.18585, "loss_mask": 0.20131, "loss": 0.58154, "time": 0.6688} {"mode": "train", "epoch": 35, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01689, "loss_rpn_cls": 0.01985, "loss_rpn_bbox": 0.02778, "loss_cls": 0.15179, "acc": 94.33179, "loss_bbox": 0.19022, "loss_mask": 0.20528, "loss": 0.59494, "time": 0.65909} {"mode": "train", "epoch": 35, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.01655, "loss_rpn_cls": 0.01893, "loss_rpn_bbox": 0.02698, "loss_cls": 0.14106, "acc": 94.82178, "loss_bbox": 0.17978, "loss_mask": 0.19572, "loss": 0.56246, "time": 0.67993} {"mode": "train", "epoch": 35, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.01716, "loss_rpn_cls": 0.02082, "loss_rpn_bbox": 0.0292, "loss_cls": 0.1515, "acc": 94.30298, "loss_bbox": 0.1966, "loss_mask": 0.20848, "loss": 0.6066, "time": 0.70669} {"mode": "train", "epoch": 35, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.01755, "loss_rpn_cls": 0.0209, "loss_rpn_bbox": 0.02868, "loss_cls": 0.15023, "acc": 94.45215, "loss_bbox": 0.19199, "loss_mask": 0.20698, "loss": 0.59878, "time": 0.66944} {"mode": "train", "epoch": 35, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01686, "loss_rpn_cls": 0.02037, "loss_rpn_bbox": 0.02874, "loss_cls": 0.1442, "acc": 94.77222, "loss_bbox": 0.1822, "loss_mask": 0.19643, "loss": 0.57195, "time": 0.66981} {"mode": "train", "epoch": 35, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.01653, "loss_rpn_cls": 0.01798, "loss_rpn_bbox": 0.02681, "loss_cls": 0.14261, "acc": 94.64185, "loss_bbox": 0.18015, "loss_mask": 0.19954, "loss": 0.56708, "time": 0.66758} {"mode": "train", "epoch": 35, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01751, "loss_rpn_cls": 0.01967, "loss_rpn_bbox": 0.02868, "loss_cls": 0.1497, "acc": 94.46484, "loss_bbox": 0.18837, "loss_mask": 0.20051, "loss": 0.58694, "time": 0.67364} {"mode": "train", "epoch": 35, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.02054, "loss_rpn_cls": 0.01763, "loss_rpn_bbox": 0.02668, "loss_cls": 0.14131, "acc": 94.72314, "loss_bbox": 0.17918, "loss_mask": 0.19511, "loss": 0.55991, "time": 0.67219} {"mode": "train", "epoch": 35, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.0167, "loss_rpn_cls": 0.01958, "loss_rpn_bbox": 0.02803, "loss_cls": 0.14311, "acc": 94.68701, "loss_bbox": 0.17958, "loss_mask": 0.19578, "loss": 0.56607, "time": 0.67429} {"mode": "train", "epoch": 35, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.017, "loss_rpn_cls": 0.0184, "loss_rpn_bbox": 0.02808, "loss_cls": 0.13909, "acc": 94.76953, "loss_bbox": 0.17618, "loss_mask": 0.19677, "loss": 0.55852, "time": 0.67758} {"mode": "train", "epoch": 35, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.01777, "loss_rpn_cls": 0.01714, "loss_rpn_bbox": 0.02708, "loss_cls": 0.15314, "acc": 94.23267, "loss_bbox": 0.1882, "loss_mask": 0.19968, "loss": 0.58525, "time": 0.67102} {"mode": "train", "epoch": 35, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.01639, "loss_rpn_cls": 0.01741, "loss_rpn_bbox": 0.02731, "loss_cls": 0.14125, "acc": 94.69214, "loss_bbox": 0.17905, "loss_mask": 0.19874, "loss": 0.56376, "time": 0.67016} {"mode": "train", "epoch": 35, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.01749, "loss_rpn_cls": 0.02076, "loss_rpn_bbox": 0.02798, "loss_cls": 0.14471, "acc": 94.64795, "loss_bbox": 0.18938, "loss_mask": 0.19923, "loss": 0.58206, "time": 0.673} {"mode": "train", "epoch": 35, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.01762, "loss_rpn_cls": 0.01932, "loss_rpn_bbox": 0.02735, "loss_cls": 0.14377, "acc": 94.65186, "loss_bbox": 0.18465, "loss_mask": 0.20126, "loss": 0.57634, "time": 0.66966} {"mode": "train", "epoch": 35, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.01751, "loss_rpn_cls": 0.01754, "loss_rpn_bbox": 0.02663, "loss_cls": 0.13687, "acc": 94.85352, "loss_bbox": 0.17716, "loss_mask": 0.1927, "loss": 0.5509, "time": 0.66789} {"mode": "train", "epoch": 35, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.01935, "loss_rpn_cls": 0.02131, "loss_rpn_bbox": 0.02888, "loss_cls": 0.15187, "acc": 94.35181, "loss_bbox": 0.18759, "loss_mask": 0.2025, "loss": 0.59215, "time": 0.67372} {"mode": "train", "epoch": 35, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.01846, "loss_rpn_cls": 0.01856, "loss_rpn_bbox": 0.02717, "loss_cls": 0.14947, "acc": 94.37964, "loss_bbox": 0.1892, "loss_mask": 0.19917, "loss": 0.58356, "time": 0.67454} {"mode": "train", "epoch": 35, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.01872, "loss_rpn_cls": 0.01898, "loss_rpn_bbox": 0.02674, "loss_cls": 0.14349, "acc": 94.55249, "loss_bbox": 0.18803, "loss_mask": 0.20047, "loss": 0.5777, "time": 0.66442} {"mode": "train", "epoch": 35, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.01563, "loss_rpn_cls": 0.0164, "loss_rpn_bbox": 0.02722, "loss_cls": 0.14302, "acc": 94.65186, "loss_bbox": 0.17939, "loss_mask": 0.19881, "loss": 0.56484, "time": 0.66534} {"mode": "train", "epoch": 35, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.0156, "loss_rpn_cls": 0.02057, "loss_rpn_bbox": 0.02758, "loss_cls": 0.14161, "acc": 94.72559, "loss_bbox": 0.18443, "loss_mask": 0.20695, "loss": 0.58115, "time": 0.67007} {"mode": "train", "epoch": 35, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.0197, "loss_rpn_cls": 0.01749, "loss_rpn_bbox": 0.02533, "loss_cls": 0.13966, "acc": 94.77246, "loss_bbox": 0.17692, "loss_mask": 0.19694, "loss": 0.55634, "time": 0.6702} {"mode": "train", "epoch": 35, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.01721, "loss_rpn_cls": 0.02153, "loss_rpn_bbox": 0.02908, "loss_cls": 0.1448, "acc": 94.59961, "loss_bbox": 0.18506, "loss_mask": 0.19945, "loss": 0.57992, "time": 0.66448} {"mode": "train", "epoch": 35, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.016, "loss_rpn_cls": 0.01874, "loss_rpn_bbox": 0.02601, "loss_cls": 0.13803, "acc": 94.79492, "loss_bbox": 0.17653, "loss_mask": 0.19599, "loss": 0.55531, "time": 0.66302} {"mode": "train", "epoch": 35, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.01832, "loss_rpn_cls": 0.01908, "loss_rpn_bbox": 0.02824, "loss_cls": 0.14546, "acc": 94.56203, "loss_bbox": 0.18179, "loss_mask": 0.20088, "loss": 0.57545, "time": 0.67035} {"mode": "train", "epoch": 35, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.01679, "loss_rpn_cls": 0.01895, "loss_rpn_bbox": 0.02428, "loss_cls": 0.13399, "acc": 95.05493, "loss_bbox": 0.16919, "loss_mask": 0.1979, "loss": 0.54431, "time": 0.67599} {"mode": "train", "epoch": 35, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.01708, "loss_rpn_cls": 0.02062, "loss_rpn_bbox": 0.02864, "loss_cls": 0.15195, "acc": 94.34326, "loss_bbox": 0.19009, "loss_mask": 0.20339, "loss": 0.59469, "time": 0.67304} {"mode": "train", "epoch": 35, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.01629, "loss_rpn_cls": 0.01949, "loss_rpn_bbox": 0.02777, "loss_cls": 0.141, "acc": 94.72803, "loss_bbox": 0.1828, "loss_mask": 0.19848, "loss": 0.56954, "time": 0.65361} {"mode": "train", "epoch": 35, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.01776, "loss_rpn_cls": 0.02125, "loss_rpn_bbox": 0.02695, "loss_cls": 0.14641, "acc": 94.5625, "loss_bbox": 0.1804, "loss_mask": 0.19599, "loss": 0.571, "time": 0.67553} {"mode": "train", "epoch": 35, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.01739, "loss_rpn_cls": 0.01922, "loss_rpn_bbox": 0.02728, "loss_cls": 0.14907, "acc": 94.43848, "loss_bbox": 0.18673, "loss_mask": 0.20416, "loss": 0.58646, "time": 0.6758} {"mode": "train", "epoch": 35, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.01528, "loss_rpn_cls": 0.0195, "loss_rpn_bbox": 0.02707, "loss_cls": 0.14504, "acc": 94.56226, "loss_bbox": 0.18413, "loss_mask": 0.19638, "loss": 0.57211, "time": 0.66735} {"mode": "train", "epoch": 35, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.01657, "loss_rpn_cls": 0.0209, "loss_rpn_bbox": 0.02828, "loss_cls": 0.1434, "acc": 94.59106, "loss_bbox": 0.18559, "loss_mask": 0.20221, "loss": 0.58038, "time": 0.6734} {"mode": "train", "epoch": 35, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01992, "loss_rpn_cls": 0.01869, "loss_rpn_bbox": 0.02794, "loss_cls": 0.14181, "acc": 94.77271, "loss_bbox": 0.1795, "loss_mask": 0.20017, "loss": 0.56811, "time": 0.67455} {"mode": "train", "epoch": 35, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.01567, "loss_rpn_cls": 0.01671, "loss_rpn_bbox": 0.02557, "loss_cls": 0.13914, "acc": 94.81104, "loss_bbox": 0.1775, "loss_mask": 0.19168, "loss": 0.5506, "time": 0.65829} {"mode": "train", "epoch": 35, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.01844, "loss_rpn_cls": 0.01833, "loss_rpn_bbox": 0.027, "loss_cls": 0.14891, "acc": 94.37646, "loss_bbox": 0.19066, "loss_mask": 0.19999, "loss": 0.58488, "time": 0.66747} {"mode": "train", "epoch": 35, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.01777, "loss_rpn_cls": 0.01872, "loss_rpn_bbox": 0.02846, "loss_cls": 0.1463, "acc": 94.4873, "loss_bbox": 0.19101, "loss_mask": 0.20452, "loss": 0.589, "time": 0.67379} {"mode": "train", "epoch": 35, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.01635, "loss_rpn_cls": 0.01958, "loss_rpn_bbox": 0.02789, "loss_cls": 0.14542, "acc": 94.55176, "loss_bbox": 0.18849, "loss_mask": 0.20039, "loss": 0.58177, "time": 0.66971} {"mode": "train", "epoch": 35, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.01719, "loss_rpn_cls": 0.02196, "loss_rpn_bbox": 0.0288, "loss_cls": 0.15425, "acc": 94.3279, "loss_bbox": 0.1911, "loss_mask": 0.1966, "loss": 0.59271, "time": 0.66101} {"mode": "train", "epoch": 35, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.01718, "loss_rpn_cls": 0.02156, "loss_rpn_bbox": 0.02911, "loss_cls": 0.14922, "acc": 94.46143, "loss_bbox": 0.18734, "loss_mask": 0.20056, "loss": 0.58779, "time": 0.66993} {"mode": "train", "epoch": 35, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.017, "loss_rpn_cls": 0.01719, "loss_rpn_bbox": 0.0274, "loss_cls": 0.14447, "acc": 94.61328, "loss_bbox": 0.1833, "loss_mask": 0.19921, "loss": 0.57157, "time": 0.66688} {"mode": "train", "epoch": 35, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.01657, "loss_rpn_cls": 0.0183, "loss_rpn_bbox": 0.02646, "loss_cls": 0.139, "acc": 94.91138, "loss_bbox": 0.17755, "loss_mask": 0.19687, "loss": 0.55818, "time": 0.67943} {"mode": "train", "epoch": 35, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.0174, "loss_rpn_cls": 0.01852, "loss_rpn_bbox": 0.02743, "loss_cls": 0.14241, "acc": 94.55949, "loss_bbox": 0.18605, "loss_mask": 0.20164, "loss": 0.57605, "time": 0.66151} {"mode": "train", "epoch": 35, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.01778, "loss_rpn_cls": 0.01843, "loss_rpn_bbox": 0.0291, "loss_cls": 0.14802, "acc": 94.40186, "loss_bbox": 0.18893, "loss_mask": 0.20306, "loss": 0.58754, "time": 0.66525} {"mode": "train", "epoch": 35, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.01618, "loss_rpn_cls": 0.01777, "loss_rpn_bbox": 0.02814, "loss_cls": 0.14489, "acc": 94.61255, "loss_bbox": 0.18385, "loss_mask": 0.20009, "loss": 0.57472, "time": 0.65927} {"mode": "train", "epoch": 35, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.01902, "loss_rpn_cls": 0.01973, "loss_rpn_bbox": 0.02969, "loss_cls": 0.15077, "acc": 94.33521, "loss_bbox": 0.19208, "loss_mask": 0.20518, "loss": 0.59744, "time": 0.67266} {"mode": "train", "epoch": 35, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.01673, "loss_rpn_cls": 0.01873, "loss_rpn_bbox": 0.02739, "loss_cls": 0.14176, "acc": 94.71338, "loss_bbox": 0.18077, "loss_mask": 0.19696, "loss": 0.56561, "time": 0.67379} {"mode": "train", "epoch": 35, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01686, "loss_rpn_cls": 0.01857, "loss_rpn_bbox": 0.02824, "loss_cls": 0.15392, "acc": 94.21509, "loss_bbox": 0.19272, "loss_mask": 0.20598, "loss": 0.59943, "time": 0.65926} {"mode": "train", "epoch": 35, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.0173, "loss_rpn_cls": 0.01711, "loss_rpn_bbox": 0.02678, "loss_cls": 0.13845, "acc": 94.85205, "loss_bbox": 0.17731, "loss_mask": 0.19849, "loss": 0.55814, "time": 0.66722} {"mode": "train", "epoch": 35, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.01721, "loss_rpn_cls": 0.02045, "loss_rpn_bbox": 0.02769, "loss_cls": 0.14605, "acc": 94.61572, "loss_bbox": 0.18226, "loss_mask": 0.19969, "loss": 0.57615, "time": 0.66322} {"mode": "train", "epoch": 35, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.016, "loss_rpn_cls": 0.01955, "loss_rpn_bbox": 0.0279, "loss_cls": 0.14272, "acc": 94.66113, "loss_bbox": 0.18431, "loss_mask": 0.20145, "loss": 0.57593, "time": 0.67595} {"mode": "train", "epoch": 35, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.0145, "loss_rpn_cls": 0.01669, "loss_rpn_bbox": 0.02449, "loss_cls": 0.13743, "acc": 94.90552, "loss_bbox": 0.17478, "loss_mask": 0.19271, "loss": 0.54611, "time": 0.67309} {"mode": "train", "epoch": 35, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.01736, "loss_rpn_cls": 0.01794, "loss_rpn_bbox": 0.02599, "loss_cls": 0.13828, "acc": 94.78735, "loss_bbox": 0.17915, "loss_mask": 0.19512, "loss": 0.55647, "time": 0.67906} {"mode": "train", "epoch": 35, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.01694, "loss_rpn_cls": 0.019, "loss_rpn_bbox": 0.02767, "loss_cls": 0.14548, "acc": 94.49194, "loss_bbox": 0.1882, "loss_mask": 0.19846, "loss": 0.57881, "time": 0.67431} {"mode": "train", "epoch": 35, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.01539, "loss_rpn_cls": 0.02041, "loss_rpn_bbox": 0.02795, "loss_cls": 0.14577, "acc": 94.52612, "loss_bbox": 0.18863, "loss_mask": 0.20013, "loss": 0.58289, "time": 0.67328} {"mode": "train", "epoch": 35, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.01793, "loss_rpn_cls": 0.02011, "loss_rpn_bbox": 0.02919, "loss_cls": 0.14763, "acc": 94.46094, "loss_bbox": 0.19055, "loss_mask": 0.19571, "loss": 0.58318, "time": 0.6703} {"mode": "train", "epoch": 35, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01697, "loss_rpn_cls": 0.01579, "loss_rpn_bbox": 0.0266, "loss_cls": 0.13988, "acc": 94.7316, "loss_bbox": 0.18305, "loss_mask": 0.19915, "loss": 0.56447, "time": 0.66565} {"mode": "train", "epoch": 35, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01784, "loss_rpn_cls": 0.02072, "loss_rpn_bbox": 0.02822, "loss_cls": 0.14687, "acc": 94.55273, "loss_bbox": 0.1832, "loss_mask": 0.20122, "loss": 0.58022, "time": 0.66099} {"mode": "val", "epoch": 35, "iter": 625, "lr": 0.0, "bbox_mAP": 0.5403, "bbox_mAP_50": 0.7553, "bbox_mAP_75": 0.5941, "bbox_mAP_s": 0.3858, "bbox_mAP_m": 0.5792, "bbox_mAP_l": 0.6861, "bbox_mAP_copypaste": "0.5403 0.7553 0.5941 0.3858 0.5792 0.6861", "segm_mAP": 0.4776, "segm_mAP_50": 0.7292, "segm_mAP_75": 0.5202, "segm_mAP_s": 0.291, "segm_mAP_m": 0.5132, "segm_mAP_l": 0.6704, "segm_mAP_copypaste": "0.4776 0.7292 0.5202 0.2910 0.5132 0.6704"} {"mode": "train", "epoch": 36, "iter": 50, "lr": 0.0, "memory": 23732, "data_time": 0.7143, "loss_rpn_cls": 0.0188, "loss_rpn_bbox": 0.02813, "loss_cls": 0.14467, "acc": 94.59644, "loss_bbox": 0.18294, "loss_mask": 0.20068, "loss": 0.57523, "time": 1.37353} {"mode": "train", "epoch": 36, "iter": 100, "lr": 0.0, "memory": 23732, "data_time": 0.01693, "loss_rpn_cls": 0.0217, "loss_rpn_bbox": 0.02831, "loss_cls": 0.15118, "acc": 94.41797, "loss_bbox": 0.18872, "loss_mask": 0.2044, "loss": 0.59431, "time": 0.67909} {"mode": "train", "epoch": 36, "iter": 150, "lr": 0.0, "memory": 23732, "data_time": 0.01394, "loss_rpn_cls": 0.01928, "loss_rpn_bbox": 0.02815, "loss_cls": 0.14815, "acc": 94.44824, "loss_bbox": 0.19001, "loss_mask": 0.20469, "loss": 0.59028, "time": 0.67497} {"mode": "train", "epoch": 36, "iter": 200, "lr": 0.0, "memory": 23732, "data_time": 0.01639, "loss_rpn_cls": 0.01905, "loss_rpn_bbox": 0.02911, "loss_cls": 0.14714, "acc": 94.59424, "loss_bbox": 0.18946, "loss_mask": 0.19736, "loss": 0.58211, "time": 0.66991} {"mode": "train", "epoch": 36, "iter": 250, "lr": 0.0, "memory": 23732, "data_time": 0.01627, "loss_rpn_cls": 0.0199, "loss_rpn_bbox": 0.02863, "loss_cls": 0.14986, "acc": 94.33545, "loss_bbox": 0.19373, "loss_mask": 0.20306, "loss": 0.59518, "time": 0.67413} {"mode": "train", "epoch": 36, "iter": 300, "lr": 0.0, "memory": 23732, "data_time": 0.01869, "loss_rpn_cls": 0.01782, "loss_rpn_bbox": 0.02814, "loss_cls": 0.14325, "acc": 94.58252, "loss_bbox": 0.18664, "loss_mask": 0.20313, "loss": 0.57898, "time": 0.65902} {"mode": "train", "epoch": 36, "iter": 350, "lr": 0.0, "memory": 23732, "data_time": 0.02048, "loss_rpn_cls": 0.02009, "loss_rpn_bbox": 0.03094, "loss_cls": 0.15197, "acc": 94.3501, "loss_bbox": 0.19001, "loss_mask": 0.20286, "loss": 0.59588, "time": 0.68246} {"mode": "train", "epoch": 36, "iter": 400, "lr": 0.0, "memory": 23732, "data_time": 0.01709, "loss_rpn_cls": 0.01829, "loss_rpn_bbox": 0.02896, "loss_cls": 0.14792, "acc": 94.39844, "loss_bbox": 0.189, "loss_mask": 0.19703, "loss": 0.58119, "time": 0.67125} {"mode": "train", "epoch": 36, "iter": 450, "lr": 0.0, "memory": 23732, "data_time": 0.01839, "loss_rpn_cls": 0.01844, "loss_rpn_bbox": 0.0268, "loss_cls": 0.1436, "acc": 94.67236, "loss_bbox": 0.18105, "loss_mask": 0.19926, "loss": 0.56916, "time": 0.67245} {"mode": "train", "epoch": 36, "iter": 500, "lr": 0.0, "memory": 23732, "data_time": 0.01866, "loss_rpn_cls": 0.01963, "loss_rpn_bbox": 0.02732, "loss_cls": 0.14772, "acc": 94.50977, "loss_bbox": 0.1881, "loss_mask": 0.20193, "loss": 0.5847, "time": 0.66842} {"mode": "train", "epoch": 36, "iter": 550, "lr": 0.0, "memory": 23732, "data_time": 0.01769, "loss_rpn_cls": 0.01916, "loss_rpn_bbox": 0.0275, "loss_cls": 0.15052, "acc": 94.43604, "loss_bbox": 0.19146, "loss_mask": 0.19864, "loss": 0.58728, "time": 0.68116} {"mode": "train", "epoch": 36, "iter": 600, "lr": 0.0, "memory": 23732, "data_time": 0.01794, "loss_rpn_cls": 0.01716, "loss_rpn_bbox": 0.02623, "loss_cls": 0.13924, "acc": 94.79761, "loss_bbox": 0.17409, "loss_mask": 0.19381, "loss": 0.55053, "time": 0.66109} {"mode": "train", "epoch": 36, "iter": 650, "lr": 0.0, "memory": 23732, "data_time": 0.01526, "loss_rpn_cls": 0.0185, "loss_rpn_bbox": 0.02752, "loss_cls": 0.14457, "acc": 94.72632, "loss_bbox": 0.1797, "loss_mask": 0.19529, "loss": 0.56558, "time": 0.67602} {"mode": "train", "epoch": 36, "iter": 700, "lr": 0.0, "memory": 23732, "data_time": 0.01785, "loss_rpn_cls": 0.01723, "loss_rpn_bbox": 0.02568, "loss_cls": 0.14275, "acc": 94.7229, "loss_bbox": 0.18139, "loss_mask": 0.20071, "loss": 0.56776, "time": 0.66463} {"mode": "train", "epoch": 36, "iter": 750, "lr": 0.0, "memory": 23732, "data_time": 0.01723, "loss_rpn_cls": 0.01868, "loss_rpn_bbox": 0.02728, "loss_cls": 0.14269, "acc": 94.54053, "loss_bbox": 0.1864, "loss_mask": 0.20062, "loss": 0.57568, "time": 0.66959} {"mode": "train", "epoch": 36, "iter": 800, "lr": 0.0, "memory": 23732, "data_time": 0.0188, "loss_rpn_cls": 0.01913, "loss_rpn_bbox": 0.02731, "loss_cls": 0.14716, "acc": 94.57031, "loss_bbox": 0.19283, "loss_mask": 0.20361, "loss": 0.59004, "time": 0.66661} {"mode": "train", "epoch": 36, "iter": 850, "lr": 0.0, "memory": 23732, "data_time": 0.01726, "loss_rpn_cls": 0.02016, "loss_rpn_bbox": 0.02929, "loss_cls": 0.15086, "acc": 94.4082, "loss_bbox": 0.19398, "loss_mask": 0.20022, "loss": 0.59451, "time": 0.68105} {"mode": "train", "epoch": 36, "iter": 900, "lr": 0.0, "memory": 23732, "data_time": 0.01717, "loss_rpn_cls": 0.01768, "loss_rpn_bbox": 0.0279, "loss_cls": 0.14669, "acc": 94.56934, "loss_bbox": 0.1859, "loss_mask": 0.20379, "loss": 0.58194, "time": 0.67533} {"mode": "train", "epoch": 36, "iter": 950, "lr": 0.0, "memory": 23732, "data_time": 0.01618, "loss_rpn_cls": 0.01912, "loss_rpn_bbox": 0.02876, "loss_cls": 0.14465, "acc": 94.56689, "loss_bbox": 0.18438, "loss_mask": 0.2077, "loss": 0.58461, "time": 0.67089} {"mode": "train", "epoch": 36, "iter": 1000, "lr": 0.0, "memory": 23732, "data_time": 0.01631, "loss_rpn_cls": 0.0168, "loss_rpn_bbox": 0.02521, "loss_cls": 0.13696, "acc": 94.90234, "loss_bbox": 0.17373, "loss_mask": 0.19549, "loss": 0.54819, "time": 0.66675} {"mode": "train", "epoch": 36, "iter": 1050, "lr": 0.0, "memory": 23732, "data_time": 0.01682, "loss_rpn_cls": 0.02134, "loss_rpn_bbox": 0.02975, "loss_cls": 0.15953, "acc": 94.00684, "loss_bbox": 0.20107, "loss_mask": 0.20631, "loss": 0.61799, "time": 0.65761} {"mode": "train", "epoch": 36, "iter": 1100, "lr": 0.0, "memory": 23732, "data_time": 0.01884, "loss_rpn_cls": 0.01849, "loss_rpn_bbox": 0.02694, "loss_cls": 0.13907, "acc": 94.72803, "loss_bbox": 0.18173, "loss_mask": 0.19681, "loss": 0.56304, "time": 0.66656} {"mode": "train", "epoch": 36, "iter": 1150, "lr": 0.0, "memory": 23732, "data_time": 0.01849, "loss_rpn_cls": 0.02035, "loss_rpn_bbox": 0.02752, "loss_cls": 0.14876, "acc": 94.54077, "loss_bbox": 0.1897, "loss_mask": 0.20571, "loss": 0.59203, "time": 0.6654} {"mode": "train", "epoch": 36, "iter": 1200, "lr": 0.0, "memory": 23732, "data_time": 0.01825, "loss_rpn_cls": 0.01768, "loss_rpn_bbox": 0.02731, "loss_cls": 0.14586, "acc": 94.55957, "loss_bbox": 0.18204, "loss_mask": 0.19489, "loss": 0.56778, "time": 0.68387} {"mode": "train", "epoch": 36, "iter": 1250, "lr": 0.0, "memory": 23732, "data_time": 0.01829, "loss_rpn_cls": 0.01884, "loss_rpn_bbox": 0.02777, "loss_cls": 0.14593, "acc": 94.6604, "loss_bbox": 0.18565, "loss_mask": 0.20022, "loss": 0.57841, "time": 0.66613} {"mode": "train", "epoch": 36, "iter": 1300, "lr": 0.0, "memory": 23732, "data_time": 0.01657, "loss_rpn_cls": 0.01862, "loss_rpn_bbox": 0.02482, "loss_cls": 0.13954, "acc": 94.86499, "loss_bbox": 0.17659, "loss_mask": 0.19498, "loss": 0.55456, "time": 0.67305} {"mode": "train", "epoch": 36, "iter": 1350, "lr": 0.0, "memory": 23732, "data_time": 0.01677, "loss_rpn_cls": 0.01917, "loss_rpn_bbox": 0.02749, "loss_cls": 0.14985, "acc": 94.51606, "loss_bbox": 0.18625, "loss_mask": 0.19815, "loss": 0.58091, "time": 0.66934} {"mode": "train", "epoch": 36, "iter": 1400, "lr": 0.0, "memory": 23732, "data_time": 0.01824, "loss_rpn_cls": 0.0169, "loss_rpn_bbox": 0.02714, "loss_cls": 0.1412, "acc": 94.71582, "loss_bbox": 0.17779, "loss_mask": 0.19563, "loss": 0.55867, "time": 0.67403} {"mode": "train", "epoch": 36, "iter": 1450, "lr": 0.0, "memory": 23732, "data_time": 0.01796, "loss_rpn_cls": 0.01895, "loss_rpn_bbox": 0.02817, "loss_cls": 0.14593, "acc": 94.49878, "loss_bbox": 0.18556, "loss_mask": 0.20347, "loss": 0.58209, "time": 0.66429} {"mode": "train", "epoch": 36, "iter": 1500, "lr": 0.0, "memory": 23732, "data_time": 0.01722, "loss_rpn_cls": 0.01919, "loss_rpn_bbox": 0.02814, "loss_cls": 0.14674, "acc": 94.59546, "loss_bbox": 0.18363, "loss_mask": 0.19857, "loss": 0.57628, "time": 0.66527} {"mode": "train", "epoch": 36, "iter": 1550, "lr": 0.0, "memory": 23732, "data_time": 0.01773, "loss_rpn_cls": 0.02105, "loss_rpn_bbox": 0.02896, "loss_cls": 0.14718, "acc": 94.4895, "loss_bbox": 0.18814, "loss_mask": 0.20228, "loss": 0.58761, "time": 0.67094} {"mode": "train", "epoch": 36, "iter": 1600, "lr": 0.0, "memory": 23732, "data_time": 0.01748, "loss_rpn_cls": 0.01966, "loss_rpn_bbox": 0.02749, "loss_cls": 0.14482, "acc": 94.65796, "loss_bbox": 0.18094, "loss_mask": 0.19837, "loss": 0.57128, "time": 0.66957} {"mode": "train", "epoch": 36, "iter": 1650, "lr": 0.0, "memory": 23732, "data_time": 0.01942, "loss_rpn_cls": 0.01742, "loss_rpn_bbox": 0.02798, "loss_cls": 0.14979, "acc": 94.43457, "loss_bbox": 0.1941, "loss_mask": 0.20472, "loss": 0.59401, "time": 0.66739} {"mode": "train", "epoch": 36, "iter": 1700, "lr": 0.0, "memory": 23732, "data_time": 0.01819, "loss_rpn_cls": 0.01739, "loss_rpn_bbox": 0.02749, "loss_cls": 0.13912, "acc": 94.81909, "loss_bbox": 0.17927, "loss_mask": 0.19895, "loss": 0.56221, "time": 0.67406} {"mode": "train", "epoch": 36, "iter": 1750, "lr": 0.0, "memory": 23732, "data_time": 0.01957, "loss_rpn_cls": 0.01646, "loss_rpn_bbox": 0.02576, "loss_cls": 0.13781, "acc": 94.84766, "loss_bbox": 0.17892, "loss_mask": 0.19656, "loss": 0.55551, "time": 0.665} {"mode": "train", "epoch": 36, "iter": 1800, "lr": 0.0, "memory": 23732, "data_time": 0.01865, "loss_rpn_cls": 0.01733, "loss_rpn_bbox": 0.02634, "loss_cls": 0.13664, "acc": 94.85254, "loss_bbox": 0.18024, "loss_mask": 0.19835, "loss": 0.5589, "time": 0.66682} {"mode": "train", "epoch": 36, "iter": 1850, "lr": 0.0, "memory": 23732, "data_time": 0.01806, "loss_rpn_cls": 0.01611, "loss_rpn_bbox": 0.02621, "loss_cls": 0.13954, "acc": 94.75862, "loss_bbox": 0.17967, "loss_mask": 0.19533, "loss": 0.55686, "time": 0.66596} {"mode": "train", "epoch": 36, "iter": 1900, "lr": 0.0, "memory": 23732, "data_time": 0.01501, "loss_rpn_cls": 0.01743, "loss_rpn_bbox": 0.02609, "loss_cls": 0.13934, "acc": 94.86426, "loss_bbox": 0.17944, "loss_mask": 0.19662, "loss": 0.55892, "time": 0.66483} {"mode": "train", "epoch": 36, "iter": 1950, "lr": 0.0, "memory": 23732, "data_time": 0.01706, "loss_rpn_cls": 0.01818, "loss_rpn_bbox": 0.0276, "loss_cls": 0.14088, "acc": 94.70117, "loss_bbox": 0.18375, "loss_mask": 0.19625, "loss": 0.56666, "time": 0.67758} {"mode": "train", "epoch": 36, "iter": 2000, "lr": 0.0, "memory": 23732, "data_time": 0.01803, "loss_rpn_cls": 0.01979, "loss_rpn_bbox": 0.0295, "loss_cls": 0.14483, "acc": 94.56909, "loss_bbox": 0.18418, "loss_mask": 0.20005, "loss": 0.57834, "time": 0.66915} {"mode": "train", "epoch": 36, "iter": 2050, "lr": 0.0, "memory": 23732, "data_time": 0.01759, "loss_rpn_cls": 0.01814, "loss_rpn_bbox": 0.02553, "loss_cls": 0.14071, "acc": 94.75171, "loss_bbox": 0.18009, "loss_mask": 0.19538, "loss": 0.55984, "time": 0.66951} {"mode": "train", "epoch": 36, "iter": 2100, "lr": 0.0, "memory": 23732, "data_time": 0.01616, "loss_rpn_cls": 0.01716, "loss_rpn_bbox": 0.02497, "loss_cls": 0.14498, "acc": 94.67773, "loss_bbox": 0.18396, "loss_mask": 0.196, "loss": 0.56707, "time": 0.66787} {"mode": "train", "epoch": 36, "iter": 2150, "lr": 0.0, "memory": 23732, "data_time": 0.01734, "loss_rpn_cls": 0.01828, "loss_rpn_bbox": 0.02738, "loss_cls": 0.14062, "acc": 94.7063, "loss_bbox": 0.18509, "loss_mask": 0.20245, "loss": 0.57381, "time": 0.66305} {"mode": "train", "epoch": 36, "iter": 2200, "lr": 0.0, "memory": 23732, "data_time": 0.01765, "loss_rpn_cls": 0.02065, "loss_rpn_bbox": 0.02946, "loss_cls": 0.14941, "acc": 94.37695, "loss_bbox": 0.19135, "loss_mask": 0.20139, "loss": 0.59226, "time": 0.67915} {"mode": "train", "epoch": 36, "iter": 2250, "lr": 0.0, "memory": 23732, "data_time": 0.01687, "loss_rpn_cls": 0.01734, "loss_rpn_bbox": 0.02736, "loss_cls": 0.1404, "acc": 94.64746, "loss_bbox": 0.17839, "loss_mask": 0.19727, "loss": 0.56076, "time": 0.67735} {"mode": "train", "epoch": 36, "iter": 2300, "lr": 0.0, "memory": 23732, "data_time": 0.01798, "loss_rpn_cls": 0.01844, "loss_rpn_bbox": 0.02785, "loss_cls": 0.14309, "acc": 94.63647, "loss_bbox": 0.18415, "loss_mask": 0.1976, "loss": 0.57114, "time": 0.66247} {"mode": "train", "epoch": 36, "iter": 2350, "lr": 0.0, "memory": 23732, "data_time": 0.0179, "loss_rpn_cls": 0.01648, "loss_rpn_bbox": 0.02758, "loss_cls": 0.14946, "acc": 94.40088, "loss_bbox": 0.18887, "loss_mask": 0.20395, "loss": 0.58633, "time": 0.6697} {"mode": "train", "epoch": 36, "iter": 2400, "lr": 0.0, "memory": 23732, "data_time": 0.0168, "loss_rpn_cls": 0.02042, "loss_rpn_bbox": 0.02712, "loss_cls": 0.14364, "acc": 94.71875, "loss_bbox": 0.18307, "loss_mask": 0.20063, "loss": 0.57489, "time": 0.67034} {"mode": "train", "epoch": 36, "iter": 2450, "lr": 0.0, "memory": 23732, "data_time": 0.01804, "loss_rpn_cls": 0.01891, "loss_rpn_bbox": 0.02782, "loss_cls": 0.14695, "acc": 94.52148, "loss_bbox": 0.18595, "loss_mask": 0.20103, "loss": 0.58065, "time": 0.6663} {"mode": "train", "epoch": 36, "iter": 2500, "lr": 0.0, "memory": 23732, "data_time": 0.01617, "loss_rpn_cls": 0.01895, "loss_rpn_bbox": 0.02864, "loss_cls": 0.14548, "acc": 94.6062, "loss_bbox": 0.18336, "loss_mask": 0.19835, "loss": 0.57478, "time": 0.67702} {"mode": "train", "epoch": 36, "iter": 2550, "lr": 0.0, "memory": 23732, "data_time": 0.01574, "loss_rpn_cls": 0.01862, "loss_rpn_bbox": 0.02617, "loss_cls": 0.14123, "acc": 94.76001, "loss_bbox": 0.18201, "loss_mask": 0.19851, "loss": 0.56654, "time": 0.66547} {"mode": "train", "epoch": 36, "iter": 2600, "lr": 0.0, "memory": 23732, "data_time": 0.01618, "loss_rpn_cls": 0.01887, "loss_rpn_bbox": 0.02577, "loss_cls": 0.14244, "acc": 94.68555, "loss_bbox": 0.18507, "loss_mask": 0.19588, "loss": 0.56801, "time": 0.6568} {"mode": "train", "epoch": 36, "iter": 2650, "lr": 0.0, "memory": 23732, "data_time": 0.0163, "loss_rpn_cls": 0.01724, "loss_rpn_bbox": 0.02545, "loss_cls": 0.1355, "acc": 94.92261, "loss_bbox": 0.17522, "loss_mask": 0.19184, "loss": 0.54524, "time": 0.66202} {"mode": "train", "epoch": 36, "iter": 2700, "lr": 0.0, "memory": 23732, "data_time": 0.01584, "loss_rpn_cls": 0.01861, "loss_rpn_bbox": 0.02809, "loss_cls": 0.14355, "acc": 94.7146, "loss_bbox": 0.18192, "loss_mask": 0.1981, "loss": 0.57027, "time": 0.66809} {"mode": "train", "epoch": 36, "iter": 2750, "lr": 0.0, "memory": 23732, "data_time": 0.01722, "loss_rpn_cls": 0.01709, "loss_rpn_bbox": 0.02891, "loss_cls": 0.14671, "acc": 94.46924, "loss_bbox": 0.18764, "loss_mask": 0.20188, "loss": 0.58224, "time": 0.67062} {"mode": "train", "epoch": 36, "iter": 2800, "lr": 0.0, "memory": 23732, "data_time": 0.01811, "loss_rpn_cls": 0.0207, "loss_rpn_bbox": 0.0281, "loss_cls": 0.14512, "acc": 94.57812, "loss_bbox": 0.18384, "loss_mask": 0.20193, "loss": 0.57968, "time": 0.66521} {"mode": "train", "epoch": 36, "iter": 2850, "lr": 0.0, "memory": 23732, "data_time": 0.01795, "loss_rpn_cls": 0.01798, "loss_rpn_bbox": 0.02713, "loss_cls": 0.14189, "acc": 94.73364, "loss_bbox": 0.18175, "loss_mask": 0.20098, "loss": 0.56973, "time": 0.66542} {"mode": "train", "epoch": 36, "iter": 2900, "lr": 0.0, "memory": 23732, "data_time": 0.01689, "loss_rpn_cls": 0.0179, "loss_rpn_bbox": 0.0256, "loss_cls": 0.13881, "acc": 94.80151, "loss_bbox": 0.17903, "loss_mask": 0.19359, "loss": 0.55493, "time": 0.66363} {"mode": "train", "epoch": 36, "iter": 2950, "lr": 0.0, "memory": 23732, "data_time": 0.01614, "loss_rpn_cls": 0.02005, "loss_rpn_bbox": 0.0286, "loss_cls": 0.1421, "acc": 94.68628, "loss_bbox": 0.18474, "loss_mask": 0.20223, "loss": 0.57772, "time": 0.6733} {"mode": "train", "epoch": 36, "iter": 3000, "lr": 0.0, "memory": 23732, "data_time": 0.01888, "loss_rpn_cls": 0.01984, "loss_rpn_bbox": 0.02808, "loss_cls": 0.14935, "acc": 94.4895, "loss_bbox": 0.18704, "loss_mask": 0.19719, "loss": 0.5815, "time": 0.67928} {"mode": "train", "epoch": 36, "iter": 3050, "lr": 0.0, "memory": 23732, "data_time": 0.01649, "loss_rpn_cls": 0.01926, "loss_rpn_bbox": 0.02668, "loss_cls": 0.14203, "acc": 94.68213, "loss_bbox": 0.18068, "loss_mask": 0.19494, "loss": 0.56358, "time": 0.67509} {"mode": "train", "epoch": 36, "iter": 3100, "lr": 0.0, "memory": 23732, "data_time": 0.01906, "loss_rpn_cls": 0.01771, "loss_rpn_bbox": 0.02874, "loss_cls": 0.14974, "acc": 94.35864, "loss_bbox": 0.19063, "loss_mask": 0.20275, "loss": 0.58957, "time": 0.67473} {"mode": "train", "epoch": 36, "iter": 3150, "lr": 0.0, "memory": 23732, "data_time": 0.0203, "loss_rpn_cls": 0.01902, "loss_rpn_bbox": 0.02962, "loss_cls": 0.15363, "acc": 94.323, "loss_bbox": 0.19411, "loss_mask": 0.2025, "loss": 0.59887, "time": 0.66599} {"mode": "train", "epoch": 36, "iter": 3200, "lr": 0.0, "memory": 23732, "data_time": 0.01555, "loss_rpn_cls": 0.01996, "loss_rpn_bbox": 0.02671, "loss_cls": 0.13663, "acc": 94.98193, "loss_bbox": 0.17502, "loss_mask": 0.19723, "loss": 0.55554, "time": 0.66446} {"mode": "train", "epoch": 36, "iter": 3250, "lr": 0.0, "memory": 23732, "data_time": 0.0189, "loss_rpn_cls": 0.02057, "loss_rpn_bbox": 0.02861, "loss_cls": 0.1472, "acc": 94.45947, "loss_bbox": 0.18609, "loss_mask": 0.19881, "loss": 0.58128, "time": 0.68719} {"mode": "train", "epoch": 36, "iter": 3300, "lr": 0.0, "memory": 23732, "data_time": 0.01555, "loss_rpn_cls": 0.02211, "loss_rpn_bbox": 0.0283, "loss_cls": 0.15433, "acc": 94.44727, "loss_bbox": 0.18967, "loss_mask": 0.20094, "loss": 0.59535, "time": 0.68013} {"mode": "train", "epoch": 36, "iter": 3350, "lr": 0.0, "memory": 23732, "data_time": 0.01898, "loss_rpn_cls": 0.01841, "loss_rpn_bbox": 0.0274, "loss_cls": 0.14311, "acc": 94.68872, "loss_bbox": 0.18144, "loss_mask": 0.19644, "loss": 0.5668, "time": 0.67777} {"mode": "train", "epoch": 36, "iter": 3400, "lr": 0.0, "memory": 23732, "data_time": 0.01886, "loss_rpn_cls": 0.01873, "loss_rpn_bbox": 0.02705, "loss_cls": 0.14702, "acc": 94.52588, "loss_bbox": 0.18506, "loss_mask": 0.19674, "loss": 0.57459, "time": 0.68039} {"mode": "train", "epoch": 36, "iter": 3450, "lr": 0.0, "memory": 23732, "data_time": 0.01659, "loss_rpn_cls": 0.01838, "loss_rpn_bbox": 0.02824, "loss_cls": 0.14584, "acc": 94.56152, "loss_bbox": 0.1802, "loss_mask": 0.19936, "loss": 0.57202, "time": 0.67451} {"mode": "train", "epoch": 36, "iter": 3500, "lr": 0.0, "memory": 23732, "data_time": 0.01712, "loss_rpn_cls": 0.0186, "loss_rpn_bbox": 0.02708, "loss_cls": 0.146, "acc": 94.47998, "loss_bbox": 0.18559, "loss_mask": 0.20197, "loss": 0.57924, "time": 0.67678} {"mode": "train", "epoch": 36, "iter": 3550, "lr": 0.0, "memory": 23732, "data_time": 0.01607, "loss_rpn_cls": 0.02043, "loss_rpn_bbox": 0.02756, "loss_cls": 0.14107, "acc": 94.71753, "loss_bbox": 0.18311, "loss_mask": 0.19678, "loss": 0.56896, "time": 0.6692} {"mode": "train", "epoch": 36, "iter": 3600, "lr": 0.0, "memory": 23732, "data_time": 0.0163, "loss_rpn_cls": 0.02131, "loss_rpn_bbox": 0.02808, "loss_cls": 0.14784, "acc": 94.51538, "loss_bbox": 0.18569, "loss_mask": 0.19866, "loss": 0.58158, "time": 0.67739} {"mode": "train", "epoch": 36, "iter": 3650, "lr": 0.0, "memory": 23732, "data_time": 0.0173, "loss_rpn_cls": 0.01723, "loss_rpn_bbox": 0.02712, "loss_cls": 0.14148, "acc": 94.71875, "loss_bbox": 0.18148, "loss_mask": 0.19841, "loss": 0.56571, "time": 0.66544} {"mode": "train", "epoch": 36, "iter": 3700, "lr": 0.0, "memory": 23732, "data_time": 0.015, "loss_rpn_cls": 0.01834, "loss_rpn_bbox": 0.02687, "loss_cls": 0.14311, "acc": 94.69873, "loss_bbox": 0.17972, "loss_mask": 0.19813, "loss": 0.56617, "time": 0.67218} {"mode": "train", "epoch": 36, "iter": 3750, "lr": 0.0, "memory": 23732, "data_time": 0.01573, "loss_rpn_cls": 0.01766, "loss_rpn_bbox": 0.02678, "loss_cls": 0.14488, "acc": 94.61426, "loss_bbox": 0.18778, "loss_mask": 0.20295, "loss": 0.58005, "time": 0.66953} {"mode": "train", "epoch": 36, "iter": 3800, "lr": 0.0, "memory": 23732, "data_time": 0.01586, "loss_rpn_cls": 0.01849, "loss_rpn_bbox": 0.0264, "loss_cls": 0.14353, "acc": 94.73096, "loss_bbox": 0.18171, "loss_mask": 0.19634, "loss": 0.56646, "time": 0.67355} {"mode": "train", "epoch": 36, "iter": 3850, "lr": 0.0, "memory": 23732, "data_time": 0.01651, "loss_rpn_cls": 0.01628, "loss_rpn_bbox": 0.02536, "loss_cls": 0.13814, "acc": 94.91846, "loss_bbox": 0.17509, "loss_mask": 0.19377, "loss": 0.54864, "time": 0.66333} {"mode": "train", "epoch": 36, "iter": 3900, "lr": 0.0, "memory": 23732, "data_time": 0.01729, "loss_rpn_cls": 0.01949, "loss_rpn_bbox": 0.02859, "loss_cls": 0.14936, "acc": 94.39241, "loss_bbox": 0.19155, "loss_mask": 0.19815, "loss": 0.58713, "time": 0.67} {"mode": "train", "epoch": 36, "iter": 3950, "lr": 0.0, "memory": 23732, "data_time": 0.01583, "loss_rpn_cls": 0.01834, "loss_rpn_bbox": 0.02751, "loss_cls": 0.14609, "acc": 94.49365, "loss_bbox": 0.1876, "loss_mask": 0.19881, "loss": 0.57835, "time": 0.66753} {"mode": "train", "epoch": 36, "iter": 4000, "lr": 0.0, "memory": 23732, "data_time": 0.01693, "loss_rpn_cls": 0.01969, "loss_rpn_bbox": 0.02829, "loss_cls": 0.14899, "acc": 94.42188, "loss_bbox": 0.18977, "loss_mask": 0.20197, "loss": 0.58871, "time": 0.66815} {"mode": "train", "epoch": 36, "iter": 4050, "lr": 0.0, "memory": 23732, "data_time": 0.01897, "loss_rpn_cls": 0.01836, "loss_rpn_bbox": 0.02892, "loss_cls": 0.14718, "acc": 94.49365, "loss_bbox": 0.18755, "loss_mask": 0.1971, "loss": 0.57911, "time": 0.67607} {"mode": "train", "epoch": 36, "iter": 4100, "lr": 0.0, "memory": 23732, "data_time": 0.01633, "loss_rpn_cls": 0.01864, "loss_rpn_bbox": 0.02754, "loss_cls": 0.14739, "acc": 94.56079, "loss_bbox": 0.17934, "loss_mask": 0.2, "loss": 0.57291, "time": 0.67891} {"mode": "train", "epoch": 36, "iter": 4150, "lr": 0.0, "memory": 23732, "data_time": 0.01693, "loss_rpn_cls": 0.01946, "loss_rpn_bbox": 0.02994, "loss_cls": 0.15161, "acc": 94.28564, "loss_bbox": 0.19699, "loss_mask": 0.20227, "loss": 0.60026, "time": 0.67247} {"mode": "train", "epoch": 36, "iter": 4200, "lr": 0.0, "memory": 23732, "data_time": 0.01694, "loss_rpn_cls": 0.01943, "loss_rpn_bbox": 0.02529, "loss_cls": 0.13873, "acc": 94.92212, "loss_bbox": 0.17498, "loss_mask": 0.19274, "loss": 0.55117, "time": 0.67} {"mode": "train", "epoch": 36, "iter": 4250, "lr": 0.0, "memory": 23732, "data_time": 0.01654, "loss_rpn_cls": 0.01871, "loss_rpn_bbox": 0.02791, "loss_cls": 0.1483, "acc": 94.51562, "loss_bbox": 0.18804, "loss_mask": 0.20144, "loss": 0.5844, "time": 0.67299} {"mode": "train", "epoch": 36, "iter": 4300, "lr": 0.0, "memory": 23732, "data_time": 0.01802, "loss_rpn_cls": 0.02102, "loss_rpn_bbox": 0.02957, "loss_cls": 0.15104, "acc": 94.35522, "loss_bbox": 0.19048, "loss_mask": 0.2039, "loss": 0.59601, "time": 0.67734} {"mode": "train", "epoch": 36, "iter": 4350, "lr": 0.0, "memory": 23732, "data_time": 0.01824, "loss_rpn_cls": 0.01953, "loss_rpn_bbox": 0.02832, "loss_cls": 0.15259, "acc": 94.26416, "loss_bbox": 0.1951, "loss_mask": 0.20084, "loss": 0.59638, "time": 0.67191} {"mode": "train", "epoch": 36, "iter": 4400, "lr": 0.0, "memory": 23732, "data_time": 0.01719, "loss_rpn_cls": 0.01913, "loss_rpn_bbox": 0.02704, "loss_cls": 0.14764, "acc": 94.52148, "loss_bbox": 0.18347, "loss_mask": 0.20277, "loss": 0.58004, "time": 0.6665} {"mode": "train", "epoch": 36, "iter": 4450, "lr": 0.0, "memory": 23732, "data_time": 0.0167, "loss_rpn_cls": 0.01805, "loss_rpn_bbox": 0.0264, "loss_cls": 0.13613, "acc": 94.91382, "loss_bbox": 0.17717, "loss_mask": 0.19413, "loss": 0.55187, "time": 0.66634} {"mode": "train", "epoch": 36, "iter": 4500, "lr": 0.0, "memory": 23732, "data_time": 0.01807, "loss_rpn_cls": 0.02001, "loss_rpn_bbox": 0.02816, "loss_cls": 0.15004, "acc": 94.41602, "loss_bbox": 0.18866, "loss_mask": 0.20303, "loss": 0.58991, "time": 0.66621} {"mode": "train", "epoch": 36, "iter": 4550, "lr": 0.0, "memory": 23732, "data_time": 0.01919, "loss_rpn_cls": 0.02119, "loss_rpn_bbox": 0.02867, "loss_cls": 0.1483, "acc": 94.47485, "loss_bbox": 0.18932, "loss_mask": 0.2007, "loss": 0.58818, "time": 0.67817} {"mode": "train", "epoch": 36, "iter": 4600, "lr": 0.0, "memory": 23732, "data_time": 0.01852, "loss_rpn_cls": 0.01819, "loss_rpn_bbox": 0.02745, "loss_cls": 0.14173, "acc": 94.64453, "loss_bbox": 0.1771, "loss_mask": 0.19429, "loss": 0.55877, "time": 0.67064} {"mode": "train", "epoch": 36, "iter": 4650, "lr": 0.0, "memory": 23732, "data_time": 0.01865, "loss_rpn_cls": 0.01795, "loss_rpn_bbox": 0.02776, "loss_cls": 0.14498, "acc": 94.56592, "loss_bbox": 0.18781, "loss_mask": 0.20169, "loss": 0.5802, "time": 0.66684} {"mode": "train", "epoch": 36, "iter": 4700, "lr": 0.0, "memory": 23732, "data_time": 0.01614, "loss_rpn_cls": 0.02188, "loss_rpn_bbox": 0.02889, "loss_cls": 0.15433, "acc": 94.24146, "loss_bbox": 0.18919, "loss_mask": 0.2026, "loss": 0.59689, "time": 0.66471} {"mode": "train", "epoch": 36, "iter": 4750, "lr": 0.0, "memory": 23732, "data_time": 0.01638, "loss_rpn_cls": 0.01795, "loss_rpn_bbox": 0.02698, "loss_cls": 0.14259, "acc": 94.65479, "loss_bbox": 0.18502, "loss_mask": 0.20042, "loss": 0.57297, "time": 0.67355} {"mode": "train", "epoch": 36, "iter": 4800, "lr": 0.0, "memory": 23732, "data_time": 0.01671, "loss_rpn_cls": 0.01833, "loss_rpn_bbox": 0.02672, "loss_cls": 0.14053, "acc": 94.8269, "loss_bbox": 0.17755, "loss_mask": 0.19945, "loss": 0.56258, "time": 0.6692} {"mode": "train", "epoch": 36, "iter": 4850, "lr": 0.0, "memory": 23732, "data_time": 0.01691, "loss_rpn_cls": 0.01823, "loss_rpn_bbox": 0.02655, "loss_cls": 0.1417, "acc": 94.65723, "loss_bbox": 0.18219, "loss_mask": 0.19662, "loss": 0.56529, "time": 0.65231} {"mode": "train", "epoch": 36, "iter": 4900, "lr": 0.0, "memory": 23732, "data_time": 0.01856, "loss_rpn_cls": 0.0206, "loss_rpn_bbox": 0.02807, "loss_cls": 0.14664, "acc": 94.56348, "loss_bbox": 0.1842, "loss_mask": 0.19972, "loss": 0.57922, "time": 0.67044} {"mode": "train", "epoch": 36, "iter": 4950, "lr": 0.0, "memory": 23732, "data_time": 0.01606, "loss_rpn_cls": 0.01828, "loss_rpn_bbox": 0.02559, "loss_cls": 0.14166, "acc": 94.66553, "loss_bbox": 0.18249, "loss_mask": 0.20146, "loss": 0.56948, "time": 0.66514} {"mode": "train", "epoch": 36, "iter": 5000, "lr": 0.0, "memory": 23732, "data_time": 0.01762, "loss_rpn_cls": 0.0186, "loss_rpn_bbox": 0.02879, "loss_cls": 0.14163, "acc": 94.71948, "loss_bbox": 0.18528, "loss_mask": 0.19722, "loss": 0.57153, "time": 0.67422} {"mode": "train", "epoch": 36, "iter": 5050, "lr": 0.0, "memory": 23732, "data_time": 0.01508, "loss_rpn_cls": 0.01831, "loss_rpn_bbox": 0.02792, "loss_cls": 0.14659, "acc": 94.60645, "loss_bbox": 0.18416, "loss_mask": 0.19647, "loss": 0.57344, "time": 0.66595} {"mode": "train", "epoch": 36, "iter": 5100, "lr": 0.0, "memory": 23732, "data_time": 0.01743, "loss_rpn_cls": 0.01726, "loss_rpn_bbox": 0.0269, "loss_cls": 0.14174, "acc": 94.67285, "loss_bbox": 0.17925, "loss_mask": 0.19702, "loss": 0.56217, "time": 0.66797} {"mode": "train", "epoch": 36, "iter": 5150, "lr": 0.0, "memory": 23732, "data_time": 0.01914, "loss_rpn_cls": 0.01826, "loss_rpn_bbox": 0.02847, "loss_cls": 0.14622, "acc": 94.5022, "loss_bbox": 0.18516, "loss_mask": 0.20172, "loss": 0.57984, "time": 0.67957} {"mode": "train", "epoch": 36, "iter": 5200, "lr": 0.0, "memory": 23732, "data_time": 0.01734, "loss_rpn_cls": 0.018, "loss_rpn_bbox": 0.0267, "loss_cls": 0.14842, "acc": 94.53331, "loss_bbox": 0.18636, "loss_mask": 0.20487, "loss": 0.58435, "time": 0.65686} {"mode": "train", "epoch": 36, "iter": 5250, "lr": 0.0, "memory": 23732, "data_time": 0.01682, "loss_rpn_cls": 0.01837, "loss_rpn_bbox": 0.02777, "loss_cls": 0.14489, "acc": 94.50899, "loss_bbox": 0.189, "loss_mask": 0.20152, "loss": 0.58154, "time": 0.67991} {"mode": "train", "epoch": 36, "iter": 5300, "lr": 0.0, "memory": 23732, "data_time": 0.01546, "loss_rpn_cls": 0.01879, "loss_rpn_bbox": 0.02681, "loss_cls": 0.14193, "acc": 94.65674, "loss_bbox": 0.18377, "loss_mask": 0.19438, "loss": 0.56569, "time": 0.67261} {"mode": "train", "epoch": 36, "iter": 5350, "lr": 0.0, "memory": 23732, "data_time": 0.02101, "loss_rpn_cls": 0.02223, "loss_rpn_bbox": 0.02944, "loss_cls": 0.15478, "acc": 94.23975, "loss_bbox": 0.19442, "loss_mask": 0.20209, "loss": 0.60295, "time": 0.67228} {"mode": "train", "epoch": 36, "iter": 5400, "lr": 0.0, "memory": 23732, "data_time": 0.01699, "loss_rpn_cls": 0.01789, "loss_rpn_bbox": 0.0285, "loss_cls": 0.15068, "acc": 94.39258, "loss_bbox": 0.19137, "loss_mask": 0.19895, "loss": 0.58738, "time": 0.6818} {"mode": "train", "epoch": 36, "iter": 5450, "lr": 0.0, "memory": 23732, "data_time": 0.01754, "loss_rpn_cls": 0.01917, "loss_rpn_bbox": 0.02968, "loss_cls": 0.15134, "acc": 94.43188, "loss_bbox": 0.1905, "loss_mask": 0.20145, "loss": 0.59215, "time": 0.66652} {"mode": "train", "epoch": 36, "iter": 5500, "lr": 0.0, "memory": 23732, "data_time": 0.01716, "loss_rpn_cls": 0.01686, "loss_rpn_bbox": 0.02648, "loss_cls": 0.13976, "acc": 94.79248, "loss_bbox": 0.1802, "loss_mask": 0.19767, "loss": 0.56097, "time": 0.65982} {"mode": "train", "epoch": 36, "iter": 5550, "lr": 0.0, "memory": 23732, "data_time": 0.01829, "loss_rpn_cls": 0.02013, "loss_rpn_bbox": 0.02731, "loss_cls": 0.14873, "acc": 94.48462, "loss_bbox": 0.19181, "loss_mask": 0.20061, "loss": 0.58859, "time": 0.68268} {"mode": "train", "epoch": 36, "iter": 5600, "lr": 0.0, "memory": 23732, "data_time": 0.01594, "loss_rpn_cls": 0.01901, "loss_rpn_bbox": 0.02623, "loss_cls": 0.14224, "acc": 94.63574, "loss_bbox": 0.18388, "loss_mask": 0.19352, "loss": 0.56489, "time": 0.65303} {"mode": "train", "epoch": 36, "iter": 5650, "lr": 0.0, "memory": 23732, "data_time": 0.01787, "loss_rpn_cls": 0.02028, "loss_rpn_bbox": 0.02851, "loss_cls": 0.14659, "acc": 94.47729, "loss_bbox": 0.19019, "loss_mask": 0.20341, "loss": 0.58899, "time": 0.68064} {"mode": "train", "epoch": 36, "iter": 5700, "lr": 0.0, "memory": 23732, "data_time": 0.01723, "loss_rpn_cls": 0.01822, "loss_rpn_bbox": 0.02736, "loss_cls": 0.1428, "acc": 94.56689, "loss_bbox": 0.18678, "loss_mask": 0.19433, "loss": 0.56949, "time": 0.68291} {"mode": "train", "epoch": 36, "iter": 5750, "lr": 0.0, "memory": 23732, "data_time": 0.01814, "loss_rpn_cls": 0.01861, "loss_rpn_bbox": 0.02819, "loss_cls": 0.14402, "acc": 94.5481, "loss_bbox": 0.18495, "loss_mask": 0.20187, "loss": 0.57764, "time": 0.66412} {"mode": "train", "epoch": 36, "iter": 5800, "lr": 0.0, "memory": 23732, "data_time": 0.01825, "loss_rpn_cls": 0.01652, "loss_rpn_bbox": 0.02515, "loss_cls": 0.13452, "acc": 95.0188, "loss_bbox": 0.17502, "loss_mask": 0.19671, "loss": 0.54792, "time": 0.6627} {"mode": "train", "epoch": 36, "iter": 5850, "lr": 0.0, "memory": 23732, "data_time": 0.01495, "loss_rpn_cls": 0.01919, "loss_rpn_bbox": 0.02848, "loss_cls": 0.14668, "acc": 94.43115, "loss_bbox": 0.19073, "loss_mask": 0.20369, "loss": 0.58878, "time": 0.67742} {"mode": "train", "epoch": 36, "iter": 5900, "lr": 0.0, "memory": 23732, "data_time": 0.01592, "loss_rpn_cls": 0.01832, "loss_rpn_bbox": 0.0258, "loss_cls": 0.14214, "acc": 94.64258, "loss_bbox": 0.18096, "loss_mask": 0.19702, "loss": 0.56424, "time": 0.66921} {"mode": "train", "epoch": 36, "iter": 5950, "lr": 0.0, "memory": 23732, "data_time": 0.01589, "loss_rpn_cls": 0.01894, "loss_rpn_bbox": 0.02678, "loss_cls": 0.1445, "acc": 94.58545, "loss_bbox": 0.1901, "loss_mask": 0.20095, "loss": 0.58128, "time": 0.66648} {"mode": "train", "epoch": 36, "iter": 6000, "lr": 0.0, "memory": 23732, "data_time": 0.01766, "loss_rpn_cls": 0.01997, "loss_rpn_bbox": 0.02917, "loss_cls": 0.14749, "acc": 94.52856, "loss_bbox": 0.18771, "loss_mask": 0.20347, "loss": 0.58781, "time": 0.67963} {"mode": "train", "epoch": 36, "iter": 6050, "lr": 0.0, "memory": 23732, "data_time": 0.01573, "loss_rpn_cls": 0.01941, "loss_rpn_bbox": 0.02741, "loss_cls": 0.14233, "acc": 94.77002, "loss_bbox": 0.18462, "loss_mask": 0.19795, "loss": 0.57172, "time": 0.66153} {"mode": "train", "epoch": 36, "iter": 6100, "lr": 0.0, "memory": 23732, "data_time": 0.01607, "loss_rpn_cls": 0.01833, "loss_rpn_bbox": 0.02701, "loss_cls": 0.14105, "acc": 94.77588, "loss_bbox": 0.18068, "loss_mask": 0.19594, "loss": 0.56301, "time": 0.68235} {"mode": "train", "epoch": 36, "iter": 6150, "lr": 0.0, "memory": 23732, "data_time": 0.01574, "loss_rpn_cls": 0.0177, "loss_rpn_bbox": 0.02515, "loss_cls": 0.13899, "acc": 94.81128, "loss_bbox": 0.17682, "loss_mask": 0.19423, "loss": 0.55289, "time": 0.65589} {"mode": "train", "epoch": 36, "iter": 6200, "lr": 0.0, "memory": 23732, "data_time": 0.01468, "loss_rpn_cls": 0.01786, "loss_rpn_bbox": 0.02677, "loss_cls": 0.13433, "acc": 94.95776, "loss_bbox": 0.17678, "loss_mask": 0.19255, "loss": 0.54829, "time": 0.65824} {"mode": "train", "epoch": 36, "iter": 6250, "lr": 0.0, "memory": 23732, "data_time": 0.02032, "loss_rpn_cls": 0.01954, "loss_rpn_bbox": 0.02653, "loss_cls": 0.13982, "acc": 94.77173, "loss_bbox": 0.18165, "loss_mask": 0.19886, "loss": 0.5664, "time": 0.68065} {"mode": "train", "epoch": 36, "iter": 6300, "lr": 0.0, "memory": 23732, "data_time": 0.0152, "loss_rpn_cls": 0.01833, "loss_rpn_bbox": 0.02737, "loss_cls": 0.14263, "acc": 94.66187, "loss_bbox": 0.1851, "loss_mask": 0.19593, "loss": 0.56935, "time": 0.66943} {"mode": "train", "epoch": 36, "iter": 6350, "lr": 0.0, "memory": 23732, "data_time": 0.01579, "loss_rpn_cls": 0.02239, "loss_rpn_bbox": 0.02959, "loss_cls": 0.14981, "acc": 94.44043, "loss_bbox": 0.18998, "loss_mask": 0.19974, "loss": 0.59151, "time": 0.67696} {"mode": "train", "epoch": 36, "iter": 6400, "lr": 0.0, "memory": 23732, "data_time": 0.01664, "loss_rpn_cls": 0.02249, "loss_rpn_bbox": 0.02945, "loss_cls": 0.1511, "acc": 94.42383, "loss_bbox": 0.19141, "loss_mask": 0.20537, "loss": 0.59982, "time": 0.67458} {"mode": "train", "epoch": 36, "iter": 6450, "lr": 0.0, "memory": 23732, "data_time": 0.01805, "loss_rpn_cls": 0.01867, "loss_rpn_bbox": 0.02849, "loss_cls": 0.1505, "acc": 94.41724, "loss_bbox": 0.18971, "loss_mask": 0.19867, "loss": 0.58605, "time": 0.67577} {"mode": "train", "epoch": 36, "iter": 6500, "lr": 0.0, "memory": 23732, "data_time": 0.01908, "loss_rpn_cls": 0.01915, "loss_rpn_bbox": 0.02708, "loss_cls": 0.14856, "acc": 94.43677, "loss_bbox": 0.19007, "loss_mask": 0.20223, "loss": 0.5871, "time": 0.66818} {"mode": "train", "epoch": 36, "iter": 6550, "lr": 0.0, "memory": 23732, "data_time": 0.01671, "loss_rpn_cls": 0.01834, "loss_rpn_bbox": 0.02753, "loss_cls": 0.1433, "acc": 94.62329, "loss_bbox": 0.18678, "loss_mask": 0.19679, "loss": 0.57274, "time": 0.66396} {"mode": "train", "epoch": 36, "iter": 6600, "lr": 0.0, "memory": 23732, "data_time": 0.01692, "loss_rpn_cls": 0.01856, "loss_rpn_bbox": 0.02713, "loss_cls": 0.14257, "acc": 94.64404, "loss_bbox": 0.17958, "loss_mask": 0.1948, "loss": 0.56263, "time": 0.6671} {"mode": "train", "epoch": 36, "iter": 6650, "lr": 0.0, "memory": 23732, "data_time": 0.01692, "loss_rpn_cls": 0.01906, "loss_rpn_bbox": 0.02721, "loss_cls": 0.14583, "acc": 94.59155, "loss_bbox": 0.19003, "loss_mask": 0.20546, "loss": 0.58758, "time": 0.65754} {"mode": "train", "epoch": 36, "iter": 6700, "lr": 0.0, "memory": 23732, "data_time": 0.018, "loss_rpn_cls": 0.01984, "loss_rpn_bbox": 0.02755, "loss_cls": 0.13893, "acc": 94.8269, "loss_bbox": 0.17578, "loss_mask": 0.19825, "loss": 0.56034, "time": 0.67231} {"mode": "train", "epoch": 36, "iter": 6750, "lr": 0.0, "memory": 23732, "data_time": 0.01713, "loss_rpn_cls": 0.0169, "loss_rpn_bbox": 0.02574, "loss_cls": 0.14196, "acc": 94.6521, "loss_bbox": 0.1853, "loss_mask": 0.19599, "loss": 0.56588, "time": 0.66024} {"mode": "train", "epoch": 36, "iter": 6800, "lr": 0.0, "memory": 23732, "data_time": 0.01771, "loss_rpn_cls": 0.01959, "loss_rpn_bbox": 0.02892, "loss_cls": 0.14744, "acc": 94.39453, "loss_bbox": 0.19282, "loss_mask": 0.20022, "loss": 0.589, "time": 0.66541} {"mode": "train", "epoch": 36, "iter": 6850, "lr": 0.0, "memory": 23732, "data_time": 0.01664, "loss_rpn_cls": 0.02046, "loss_rpn_bbox": 0.02719, "loss_cls": 0.14978, "acc": 94.49902, "loss_bbox": 0.18579, "loss_mask": 0.19905, "loss": 0.58226, "time": 0.67263} {"mode": "train", "epoch": 36, "iter": 6900, "lr": 0.0, "memory": 23732, "data_time": 0.01963, "loss_rpn_cls": 0.02052, "loss_rpn_bbox": 0.02823, "loss_cls": 0.14948, "acc": 94.44727, "loss_bbox": 0.18626, "loss_mask": 0.20264, "loss": 0.58713, "time": 0.685} {"mode": "train", "epoch": 36, "iter": 6950, "lr": 0.0, "memory": 23732, "data_time": 0.01632, "loss_rpn_cls": 0.0207, "loss_rpn_bbox": 0.02878, "loss_cls": 0.14869, "acc": 94.55151, "loss_bbox": 0.18997, "loss_mask": 0.20798, "loss": 0.59612, "time": 0.67005} {"mode": "train", "epoch": 36, "iter": 7000, "lr": 0.0, "memory": 23732, "data_time": 0.01603, "loss_rpn_cls": 0.01926, "loss_rpn_bbox": 0.028, "loss_cls": 0.14527, "acc": 94.55737, "loss_bbox": 0.18288, "loss_mask": 0.20349, "loss": 0.57891, "time": 0.68043} {"mode": "train", "epoch": 36, "iter": 7050, "lr": 0.0, "memory": 23732, "data_time": 0.01734, "loss_rpn_cls": 0.01765, "loss_rpn_bbox": 0.02908, "loss_cls": 0.14497, "acc": 94.6499, "loss_bbox": 0.18123, "loss_mask": 0.20065, "loss": 0.57358, "time": 0.66541} {"mode": "train", "epoch": 36, "iter": 7100, "lr": 0.0, "memory": 23732, "data_time": 0.01871, "loss_rpn_cls": 0.01892, "loss_rpn_bbox": 0.02921, "loss_cls": 0.15112, "acc": 94.28198, "loss_bbox": 0.19157, "loss_mask": 0.20072, "loss": 0.59153, "time": 0.67724} {"mode": "train", "epoch": 36, "iter": 7150, "lr": 0.0, "memory": 23732, "data_time": 0.01576, "loss_rpn_cls": 0.01761, "loss_rpn_bbox": 0.02616, "loss_cls": 0.1406, "acc": 94.76392, "loss_bbox": 0.18106, "loss_mask": 0.19544, "loss": 0.56087, "time": 0.66635} {"mode": "train", "epoch": 36, "iter": 7200, "lr": 0.0, "memory": 23732, "data_time": 0.01469, "loss_rpn_cls": 0.0168, "loss_rpn_bbox": 0.0269, "loss_cls": 0.14054, "acc": 94.66943, "loss_bbox": 0.1838, "loss_mask": 0.19501, "loss": 0.56305, "time": 0.67758} {"mode": "train", "epoch": 36, "iter": 7250, "lr": 0.0, "memory": 23732, "data_time": 0.01837, "loss_rpn_cls": 0.01796, "loss_rpn_bbox": 0.02739, "loss_cls": 0.14266, "acc": 94.66675, "loss_bbox": 0.18665, "loss_mask": 0.20244, "loss": 0.5771, "time": 0.66622} {"mode": "train", "epoch": 36, "iter": 7300, "lr": 0.0, "memory": 23732, "data_time": 0.01664, "loss_rpn_cls": 0.0201, "loss_rpn_bbox": 0.02849, "loss_cls": 0.14647, "acc": 94.54712, "loss_bbox": 0.18723, "loss_mask": 0.19997, "loss": 0.58226, "time": 0.67899} {"mode": "val", "epoch": 36, "iter": 625, "lr": 0.0, "bbox_mAP": 0.5412, "bbox_mAP_50": 0.7561, "bbox_mAP_75": 0.5955, "bbox_mAP_s": 0.3823, "bbox_mAP_m": 0.5793, "bbox_mAP_l": 0.6854, "bbox_mAP_copypaste": "0.5412 0.7561 0.5955 0.3823 0.5793 0.6854", "segm_mAP": 0.4778, "segm_mAP_50": 0.7296, "segm_mAP_75": 0.5199, "segm_mAP_s": 0.2864, "segm_mAP_m": 0.5133, "segm_mAP_l": 0.6717, "segm_mAP_copypaste": "0.4778 0.7296 0.5199 0.2864 0.5133 0.6717"}