{"env_info": "sys.platform: linux\nPython: 3.7.9 (default, Aug 31 2020, 12:42:55) [GCC 7.3.0]\nCUDA available: True\nGPU 0,1,2,3,4,5,6,7: Tesla V100-SXM2-32GB\nCUDA_HOME: /usr/local/cuda\nNVCC: Cuda compilation tools, release 9.0, V9.0.176\nGCC: gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-36)\nPyTorch: 1.1.0\nPyTorch compiling details: PyTorch built with:\n  - GCC 4.9\n  - Intel(R) Math Kernel Library Version 2020.0.2 Product Build 20200624 for Intel(R) 64 architecture applications\n  - Intel(R) MKL-DNN v0.18.1 (Git Hash 7de7e5d02bf687f971e7668963649728356e0c20)\n  - OpenMP 201307 (a.k.a. OpenMP 4.0)\n  - NNPACK is enabled\n  - CUDA Runtime 9.0\n  - NVCC architecture flags: -gencode;arch=compute_35,code=sm_35;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_50,code=compute_50\n  - CuDNN 7.5.1\n  - Magma 2.5.0\n  - Build settings: BLAS=MKL, BUILD_TYPE=Release, CXX_FLAGS=  -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -O2 -fPIC -Wno-narrowing -Wall -Wextra -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math, DISABLE_NUMA=1, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, USE_CUDA=True, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=True, USE_NNPACK=True, USE_OPENMP=ON, \n\nTorchVision: 0.3.0\nOpenCV: 4.4.0\nMMCV: 1.1.2\nMMCV Compiler: n/a\nMMCV CUDA Compiler: n/a\nMMAction2: 0.6.0+1f33cb8", "seed": 0}
{"mode": "train", "epoch": 1, "iter": 20, "lr": 0.02, "memory": 10966, "data_time": 5.40268, "top1_acc": 0.01445, "top5_acc": 0.06641, "loss_cls": 5.08849, "loss": 5.08849, "grad_norm": 3.44789, "time": 7.23769}
{"mode": "train", "epoch": 1, "iter": 40, "lr": 0.02, "memory": 10966, "data_time": 0.57916, "top1_acc": 0.01953, "top5_acc": 0.09336, "loss_cls": 5.03548, "loss": 5.03548, "grad_norm": 3.4051, "time": 2.22071}
{"mode": "train", "epoch": 1, "iter": 60, "lr": 0.02, "memory": 10966, "data_time": 0.23205, "top1_acc": 0.03594, "top5_acc": 0.13047, "loss_cls": 4.89822, "loss": 4.89822, "grad_norm": 3.23729, "time": 1.9787}
{"mode": "train", "epoch": 1, "iter": 80, "lr": 0.02, "memory": 10966, "data_time": 0.0297, "top1_acc": 0.04766, "top5_acc": 0.14453, "loss_cls": 4.79174, "loss": 4.79174, "grad_norm": 3.27374, "time": 2.08686}
{"mode": "train", "epoch": 1, "iter": 100, "lr": 0.02, "memory": 10966, "data_time": 0.09351, "top1_acc": 0.04297, "top5_acc": 0.16172, "loss_cls": 4.7452, "loss": 4.7452, "grad_norm": 3.38888, "time": 2.12362}
{"mode": "train", "epoch": 1, "iter": 120, "lr": 0.02, "memory": 10966, "data_time": 0.00922, "top1_acc": 0.05586, "top5_acc": 0.18086, "loss_cls": 4.67855, "loss": 4.67855, "grad_norm": 3.39116, "time": 2.08865}
{"mode": "train", "epoch": 1, "iter": 140, "lr": 0.02, "memory": 10966, "data_time": 0.00788, "top1_acc": 0.05781, "top5_acc": 0.1918, "loss_cls": 4.62713, "loss": 4.62713, "grad_norm": 3.49527, "time": 1.99153}
{"mode": "train", "epoch": 1, "iter": 160, "lr": 0.02, "memory": 10966, "data_time": 0.00744, "top1_acc": 0.07305, "top5_acc": 0.2082, "loss_cls": 4.56299, "loss": 4.56299, "grad_norm": 3.40549, "time": 2.06799}
{"mode": "train", "epoch": 1, "iter": 180, "lr": 0.02, "memory": 10966, "data_time": 0.14041, "top1_acc": 0.05625, "top5_acc": 0.21172, "loss_cls": 4.56998, "loss": 4.56998, "grad_norm": 3.50277, "time": 2.2901}
{"mode": "train", "epoch": 1, "iter": 200, "lr": 0.02, "memory": 10966, "data_time": 0.0063, "top1_acc": 0.07148, "top5_acc": 0.2293, "loss_cls": 4.48324, "loss": 4.48324, "grad_norm": 3.54689, "time": 1.91614}
{"mode": "train", "epoch": 1, "iter": 220, "lr": 0.02, "memory": 10966, "data_time": 0.00385, "top1_acc": 0.08398, "top5_acc": 0.23789, "loss_cls": 4.47925, "loss": 4.47925, "grad_norm": 3.60998, "time": 2.06424}
{"mode": "train", "epoch": 1, "iter": 240, "lr": 0.02, "memory": 10966, "data_time": 0.03937, "top1_acc": 0.075, "top5_acc": 0.21758, "loss_cls": 4.5178, "loss": 4.5178, "grad_norm": 3.5751, "time": 2.06744}
{"mode": "train", "epoch": 1, "iter": 260, "lr": 0.02, "memory": 10966, "data_time": 0.02428, "top1_acc": 0.08672, "top5_acc": 0.25547, "loss_cls": 4.38304, "loss": 4.38304, "grad_norm": 3.66714, "time": 2.10635}
{"mode": "train", "epoch": 1, "iter": 280, "lr": 0.02, "memory": 10966, "data_time": 0.00456, "top1_acc": 0.0832, "top5_acc": 0.24062, "loss_cls": 4.41012, "loss": 4.41012, "grad_norm": 3.60448, "time": 2.16475}
{"mode": "train", "epoch": 1, "iter": 300, "lr": 0.02, "memory": 10966, "data_time": 0.08472, "top1_acc": 0.08633, "top5_acc": 0.25234, "loss_cls": 4.40432, "loss": 4.40432, "grad_norm": 3.63185, "time": 2.00527}
{"mode": "train", "epoch": 1, "iter": 320, "lr": 0.02, "memory": 10966, "data_time": 0.00775, "top1_acc": 0.075, "top5_acc": 0.24688, "loss_cls": 4.40059, "loss": 4.40059, "grad_norm": 3.64443, "time": 2.17531}
{"mode": "train", "epoch": 1, "iter": 340, "lr": 0.02, "memory": 10966, "data_time": 0.05251, "top1_acc": 0.08633, "top5_acc": 0.24766, "loss_cls": 4.39635, "loss": 4.39635, "grad_norm": 3.66695, "time": 1.95035}
{"mode": "train", "epoch": 1, "iter": 360, "lr": 0.02, "memory": 10966, "data_time": 0.01886, "top1_acc": 0.09609, "top5_acc": 0.25742, "loss_cls": 4.36384, "loss": 4.36384, "grad_norm": 3.64436, "time": 2.25694}
{"mode": "train", "epoch": 1, "iter": 380, "lr": 0.02, "memory": 10966, "data_time": 0.00455, "top1_acc": 0.10195, "top5_acc": 0.27891, "loss_cls": 4.24776, "loss": 4.24776, "grad_norm": 3.76396, "time": 2.16994}
{"mode": "train", "epoch": 1, "iter": 400, "lr": 0.02, "memory": 10966, "data_time": 0.00844, "top1_acc": 0.09922, "top5_acc": 0.27578, "loss_cls": 4.31743, "loss": 4.31743, "grad_norm": 3.74668, "time": 2.13828}
{"mode": "train", "epoch": 1, "iter": 420, "lr": 0.02, "memory": 10966, "data_time": 0.0111, "top1_acc": 0.09766, "top5_acc": 0.28398, "loss_cls": 4.25235, "loss": 4.25235, "grad_norm": 3.73676, "time": 1.93507}
{"mode": "train", "epoch": 1, "iter": 440, "lr": 0.02, "memory": 10966, "data_time": 0.00456, "top1_acc": 0.10039, "top5_acc": 0.27812, "loss_cls": 4.27062, "loss": 4.27062, "grad_norm": 3.68207, "time": 2.21038}
{"mode": "train", "epoch": 1, "iter": 460, "lr": 0.02, "memory": 10966, "data_time": 0.00688, "top1_acc": 0.11484, "top5_acc": 0.29883, "loss_cls": 4.19265, "loss": 4.19265, "grad_norm": 3.67393, "time": 2.30352}
{"mode": "train", "epoch": 1, "iter": 480, "lr": 0.02, "memory": 10966, "data_time": 0.74259, "top1_acc": 0.10469, "top5_acc": 0.30078, "loss_cls": 4.19364, "loss": 4.19364, "grad_norm": 3.7839, "time": 1.86831}
{"mode": "train", "epoch": 1, "iter": 500, "lr": 0.02, "memory": 10966, "data_time": 0.38473, "top1_acc": 0.09961, "top5_acc": 0.28164, "loss_cls": 4.26459, "loss": 4.26459, "grad_norm": 3.71769, "time": 2.24265}
{"mode": "train", "epoch": 1, "iter": 520, "lr": 0.02, "memory": 10966, "data_time": 0.36836, "top1_acc": 0.12031, "top5_acc": 0.31445, "loss_cls": 4.14927, "loss": 4.14927, "grad_norm": 3.72629, "time": 2.02753}
{"mode": "train", "epoch": 1, "iter": 540, "lr": 0.02, "memory": 10966, "data_time": 0.00587, "top1_acc": 0.1082, "top5_acc": 0.30039, "loss_cls": 4.1885, "loss": 4.1885, "grad_norm": 3.73143, "time": 2.1313}
{"mode": "train", "epoch": 1, "iter": 560, "lr": 0.02, "memory": 10966, "data_time": 0.00725, "top1_acc": 0.11133, "top5_acc": 0.30195, "loss_cls": 4.18726, "loss": 4.18726, "grad_norm": 3.75238, "time": 2.01728}
{"mode": "train", "epoch": 1, "iter": 580, "lr": 0.02, "memory": 10966, "data_time": 0.28672, "top1_acc": 0.11523, "top5_acc": 0.31094, "loss_cls": 4.16093, "loss": 4.16093, "grad_norm": 3.81938, "time": 2.09221}
{"mode": "train", "epoch": 1, "iter": 600, "lr": 0.02, "memory": 10966, "data_time": 0.08887, "top1_acc": 0.10703, "top5_acc": 0.30195, "loss_cls": 4.19831, "loss": 4.19831, "grad_norm": 3.69871, "time": 2.13346}
{"mode": "train", "epoch": 1, "iter": 620, "lr": 0.02, "memory": 10966, "data_time": 0.1464, "top1_acc": 0.11992, "top5_acc": 0.32383, "loss_cls": 4.10931, "loss": 4.10931, "grad_norm": 3.64483, "time": 2.19142}
{"mode": "train", "epoch": 1, "iter": 640, "lr": 0.02, "memory": 10966, "data_time": 0.00709, "top1_acc": 0.11094, "top5_acc": 0.31523, "loss_cls": 4.18667, "loss": 4.18667, "grad_norm": 3.783, "time": 2.12171}
{"mode": "train", "epoch": 1, "iter": 660, "lr": 0.02, "memory": 10966, "data_time": 0.13592, "top1_acc": 0.11797, "top5_acc": 0.32383, "loss_cls": 4.09154, "loss": 4.09154, "grad_norm": 3.78334, "time": 2.13904}
{"mode": "train", "epoch": 1, "iter": 680, "lr": 0.02, "memory": 10966, "data_time": 0.00705, "top1_acc": 0.11445, "top5_acc": 0.30234, "loss_cls": 4.15163, "loss": 4.15163, "grad_norm": 3.73704, "time": 2.01788}
{"mode": "train", "epoch": 1, "iter": 700, "lr": 0.02, "memory": 10966, "data_time": 0.074, "top1_acc": 0.1168, "top5_acc": 0.32188, "loss_cls": 4.09608, "loss": 4.09608, "grad_norm": 3.85037, "time": 1.98789}
{"mode": "train", "epoch": 1, "iter": 720, "lr": 0.02, "memory": 10966, "data_time": 1.37453, "top1_acc": 0.12188, "top5_acc": 0.32812, "loss_cls": 4.11681, "loss": 4.11681, "grad_norm": 3.73443, "time": 2.12142}
{"mode": "train", "epoch": 1, "iter": 740, "lr": 0.02, "memory": 10966, "data_time": 0.08498, "top1_acc": 0.12578, "top5_acc": 0.32695, "loss_cls": 4.09059, "loss": 4.09059, "grad_norm": 3.81541, "time": 2.19166}
{"mode": "train", "epoch": 1, "iter": 760, "lr": 0.02, "memory": 10966, "data_time": 0.04716, "top1_acc": 0.12852, "top5_acc": 0.33789, "loss_cls": 4.06517, "loss": 4.06517, "grad_norm": 3.7343, "time": 2.20249}
{"mode": "train", "epoch": 1, "iter": 780, "lr": 0.02, "memory": 10966, "data_time": 0.06078, "top1_acc": 0.11562, "top5_acc": 0.34883, "loss_cls": 4.0254, "loss": 4.0254, "grad_norm": 3.74893, "time": 1.98952}
{"mode": "train", "epoch": 1, "iter": 800, "lr": 0.02, "memory": 10966, "data_time": 0.40152, "top1_acc": 0.15, "top5_acc": 0.34141, "loss_cls": 4.00967, "loss": 4.00967, "grad_norm": 3.71838, "time": 2.03337}
{"mode": "train", "epoch": 1, "iter": 820, "lr": 0.02, "memory": 10966, "data_time": 0.29797, "top1_acc": 0.14102, "top5_acc": 0.34727, "loss_cls": 3.99668, "loss": 3.99668, "grad_norm": 3.88104, "time": 2.04481}
{"mode": "train", "epoch": 1, "iter": 840, "lr": 0.02, "memory": 10966, "data_time": 0.03078, "top1_acc": 0.13086, "top5_acc": 0.32969, "loss_cls": 4.06471, "loss": 4.06471, "grad_norm": 3.8355, "time": 2.03997}
{"mode": "train", "epoch": 1, "iter": 860, "lr": 0.02, "memory": 10966, "data_time": 0.33198, "top1_acc": 0.13984, "top5_acc": 0.34609, "loss_cls": 3.97795, "loss": 3.97795, "grad_norm": 3.72121, "time": 2.25039}
{"mode": "train", "epoch": 1, "iter": 880, "lr": 0.02, "memory": 10966, "data_time": 0.015, "top1_acc": 0.13789, "top5_acc": 0.35312, "loss_cls": 4.01477, "loss": 4.01477, "grad_norm": 3.76146, "time": 2.16118}
{"mode": "train", "epoch": 1, "iter": 900, "lr": 0.02, "memory": 10966, "data_time": 0.0121, "top1_acc": 0.12812, "top5_acc": 0.33633, "loss_cls": 4.03754, "loss": 4.03754, "grad_norm": 3.8697, "time": 2.07345}
{"mode": "train", "epoch": 1, "iter": 920, "lr": 0.02, "memory": 10966, "data_time": 0.18505, "top1_acc": 0.13633, "top5_acc": 0.35664, "loss_cls": 3.98168, "loss": 3.98168, "grad_norm": 3.82155, "time": 2.03284}
{"mode": "train", "epoch": 1, "iter": 940, "lr": 0.02, "memory": 10966, "data_time": 0.6638, "top1_acc": 0.13594, "top5_acc": 0.34961, "loss_cls": 3.99772, "loss": 3.99772, "grad_norm": 3.84351, "time": 1.91601}
{"mode": "train", "epoch": 1, "iter": 960, "lr": 0.02, "memory": 10966, "data_time": 0.35499, "top1_acc": 0.12344, "top5_acc": 0.34336, "loss_cls": 4.01529, "loss": 4.01529, "grad_norm": 3.72629, "time": 2.01175}
{"mode": "train", "epoch": 1, "iter": 980, "lr": 0.02, "memory": 10966, "data_time": 0.45327, "top1_acc": 0.14062, "top5_acc": 0.35781, "loss_cls": 3.97863, "loss": 3.97863, "grad_norm": 3.7426, "time": 2.27055}
{"mode": "train", "epoch": 1, "iter": 1000, "lr": 0.02, "memory": 10966, "data_time": 0.03374, "top1_acc": 0.15117, "top5_acc": 0.3668, "loss_cls": 3.94777, "loss": 3.94777, "grad_norm": 3.90187, "time": 2.0849}
{"mode": "train", "epoch": 1, "iter": 1020, "lr": 0.02, "memory": 10966, "data_time": 0.00903, "top1_acc": 0.15469, "top5_acc": 0.36562, "loss_cls": 3.92145, "loss": 3.92145, "grad_norm": 3.70977, "time": 2.0351}
{"mode": "train", "epoch": 1, "iter": 1040, "lr": 0.02, "memory": 10966, "data_time": 0.07063, "top1_acc": 0.14844, "top5_acc": 0.37227, "loss_cls": 3.92522, "loss": 3.92522, "grad_norm": 3.91908, "time": 2.09591}
{"mode": "train", "epoch": 1, "iter": 1060, "lr": 0.02, "memory": 10966, "data_time": 0.01347, "top1_acc": 0.15664, "top5_acc": 0.36484, "loss_cls": 3.94885, "loss": 3.94885, "grad_norm": 3.7867, "time": 2.23217}
{"mode": "train", "epoch": 1, "iter": 1080, "lr": 0.02, "memory": 10966, "data_time": 0.00529, "top1_acc": 0.14609, "top5_acc": 0.36094, "loss_cls": 3.98605, "loss": 3.98605, "grad_norm": 3.85378, "time": 1.87306}
{"mode": "train", "epoch": 1, "iter": 1100, "lr": 0.02, "memory": 10966, "data_time": 0.00992, "top1_acc": 0.13906, "top5_acc": 0.35664, "loss_cls": 3.96115, "loss": 3.96115, "grad_norm": 3.77287, "time": 2.13903}
{"mode": "train", "epoch": 1, "iter": 1120, "lr": 0.02, "memory": 10966, "data_time": 0.00281, "top1_acc": 0.14141, "top5_acc": 0.3707, "loss_cls": 3.92414, "loss": 3.92414, "grad_norm": 3.75082, "time": 1.99999}
{"mode": "train", "epoch": 1, "iter": 1140, "lr": 0.02, "memory": 10966, "data_time": 0.00912, "top1_acc": 0.14336, "top5_acc": 0.35625, "loss_cls": 3.9507, "loss": 3.9507, "grad_norm": 3.79438, "time": 2.23622}
{"mode": "train", "epoch": 1, "iter": 1160, "lr": 0.02, "memory": 10966, "data_time": 0.00431, "top1_acc": 0.14844, "top5_acc": 0.36953, "loss_cls": 3.93626, "loss": 3.93626, "grad_norm": 3.81948, "time": 2.06938}
{"mode": "train", "epoch": 1, "iter": 1180, "lr": 0.02, "memory": 10966, "data_time": 0.01292, "top1_acc": 0.15391, "top5_acc": 0.37188, "loss_cls": 3.93285, "loss": 3.93285, "grad_norm": 3.8023, "time": 2.02771}
{"mode": "train", "epoch": 1, "iter": 1200, "lr": 0.02, "memory": 10966, "data_time": 0.14751, "top1_acc": 0.14414, "top5_acc": 0.36406, "loss_cls": 3.90274, "loss": 3.90274, "grad_norm": 3.83723, "time": 2.12487}
{"mode": "train", "epoch": 1, "iter": 1220, "lr": 0.02, "memory": 10966, "data_time": 0.08026, "top1_acc": 0.14648, "top5_acc": 0.38164, "loss_cls": 3.86717, "loss": 3.86717, "grad_norm": 3.71686, "time": 1.98987}
{"mode": "train", "epoch": 1, "iter": 1240, "lr": 0.02, "memory": 10966, "data_time": 0.00777, "top1_acc": 0.14648, "top5_acc": 0.35898, "loss_cls": 3.95061, "loss": 3.95061, "grad_norm": 3.83518, "time": 2.14175}
{"mode": "train", "epoch": 1, "iter": 1260, "lr": 0.02, "memory": 10966, "data_time": 0.29958, "top1_acc": 0.14688, "top5_acc": 0.36211, "loss_cls": 3.94665, "loss": 3.94665, "grad_norm": 3.8063, "time": 2.18005}
{"mode": "train", "epoch": 1, "iter": 1280, "lr": 0.02, "memory": 10966, "data_time": 0.02156, "top1_acc": 0.14688, "top5_acc": 0.36914, "loss_cls": 3.87945, "loss": 3.87945, "grad_norm": 3.70214, "time": 2.12167}
{"mode": "train", "epoch": 1, "iter": 1300, "lr": 0.02, "memory": 10966, "data_time": 0.14094, "top1_acc": 0.14414, "top5_acc": 0.37812, "loss_cls": 3.90072, "loss": 3.90072, "grad_norm": 3.82438, "time": 2.04712}
{"mode": "train", "epoch": 1, "iter": 1320, "lr": 0.02, "memory": 10966, "data_time": 0.00658, "top1_acc": 0.14802, "top5_acc": 0.37421, "loss_cls": 3.8918, "loss": 3.8918, "grad_norm": 3.82986, "time": 2.10464}
{"mode": "val", "epoch": 1, "iter": 1320, "lr": 0.02, "top1_acc": 0.14566, "top5_acc": 0.37103, "mean_class_accuracy": 0.08867}
{"mode": "train", "epoch": 2, "iter": 20, "lr": 0.02, "memory": 10966, "data_time": 5.74064, "top1_acc": 0.14844, "top5_acc": 0.38672, "loss_cls": 3.83957, "loss": 3.83957, "grad_norm": 3.85443, "time": 7.5883}
{"mode": "train", "epoch": 2, "iter": 40, "lr": 0.02, "memory": 10966, "data_time": 0.1841, "top1_acc": 0.16094, "top5_acc": 0.39141, "loss_cls": 3.81778, "loss": 3.81778, "grad_norm": 3.81998, "time": 2.21287}
{"mode": "train", "epoch": 2, "iter": 60, "lr": 0.02, "memory": 10966, "data_time": 0.06043, "top1_acc": 0.1668, "top5_acc": 0.41445, "loss_cls": 3.76866, "loss": 3.76866, "grad_norm": 3.9377, "time": 2.09426}
{"mode": "train", "epoch": 2, "iter": 80, "lr": 0.02, "memory": 10966, "data_time": 0.01645, "top1_acc": 0.15391, "top5_acc": 0.39883, "loss_cls": 3.78906, "loss": 3.78906, "grad_norm": 3.74163, "time": 2.04555}
{"mode": "train", "epoch": 2, "iter": 100, "lr": 0.02, "memory": 10966, "data_time": 0.013, "top1_acc": 0.15469, "top5_acc": 0.38125, "loss_cls": 3.84664, "loss": 3.84664, "grad_norm": 3.75324, "time": 2.03394}
{"mode": "train", "epoch": 2, "iter": 120, "lr": 0.02, "memory": 10966, "data_time": 0.00937, "top1_acc": 0.15195, "top5_acc": 0.40781, "loss_cls": 3.78528, "loss": 3.78528, "grad_norm": 3.76241, "time": 2.00799}
{"mode": "train", "epoch": 2, "iter": 140, "lr": 0.02, "memory": 10966, "data_time": 0.03617, "top1_acc": 0.15937, "top5_acc": 0.40469, "loss_cls": 3.78864, "loss": 3.78864, "grad_norm": 3.8412, "time": 2.19061}
{"mode": "train", "epoch": 2, "iter": 160, "lr": 0.02, "memory": 10966, "data_time": 0.20118, "top1_acc": 0.1582, "top5_acc": 0.39062, "loss_cls": 3.80176, "loss": 3.80176, "grad_norm": 3.80836, "time": 2.13927}
{"mode": "train", "epoch": 2, "iter": 180, "lr": 0.02, "memory": 10966, "data_time": 0.0069, "top1_acc": 0.16445, "top5_acc": 0.40078, "loss_cls": 3.78241, "loss": 3.78241, "grad_norm": 3.87617, "time": 2.08528}
{"mode": "train", "epoch": 2, "iter": 200, "lr": 0.02, "memory": 10966, "data_time": 0.01072, "top1_acc": 0.16328, "top5_acc": 0.40195, "loss_cls": 3.79675, "loss": 3.79675, "grad_norm": 3.8532, "time": 2.1143}
{"mode": "train", "epoch": 2, "iter": 220, "lr": 0.02, "memory": 10966, "data_time": 0.01208, "top1_acc": 0.16836, "top5_acc": 0.39297, "loss_cls": 3.81134, "loss": 3.81134, "grad_norm": 3.82901, "time": 2.07638}
{"mode": "train", "epoch": 2, "iter": 240, "lr": 0.02, "memory": 10966, "data_time": 0.02059, "top1_acc": 0.1668, "top5_acc": 0.40547, "loss_cls": 3.73492, "loss": 3.73492, "grad_norm": 3.86173, "time": 2.02035}
{"mode": "train", "epoch": 2, "iter": 260, "lr": 0.02, "memory": 10966, "data_time": 0.81409, "top1_acc": 0.16016, "top5_acc": 0.40117, "loss_cls": 3.77153, "loss": 3.77153, "grad_norm": 3.77694, "time": 2.20009}
{"mode": "train", "epoch": 2, "iter": 280, "lr": 0.02, "memory": 10966, "data_time": 0.78748, "top1_acc": 0.18008, "top5_acc": 0.41328, "loss_cls": 3.71674, "loss": 3.71674, "grad_norm": 3.81809, "time": 2.1374}
{"mode": "train", "epoch": 2, "iter": 300, "lr": 0.02, "memory": 10966, "data_time": 0.0072, "top1_acc": 0.16445, "top5_acc": 0.40625, "loss_cls": 3.78576, "loss": 3.78576, "grad_norm": 3.96233, "time": 2.04685}
{"mode": "train", "epoch": 2, "iter": 320, "lr": 0.02, "memory": 10966, "data_time": 0.05816, "top1_acc": 0.16641, "top5_acc": 0.39688, "loss_cls": 3.80473, "loss": 3.80473, "grad_norm": 3.9043, "time": 1.97895}
{"mode": "train", "epoch": 2, "iter": 340, "lr": 0.02, "memory": 10966, "data_time": 0.07777, "top1_acc": 0.16719, "top5_acc": 0.40703, "loss_cls": 3.75144, "loss": 3.75144, "grad_norm": 3.865, "time": 2.11844}
{"mode": "train", "epoch": 2, "iter": 360, "lr": 0.02, "memory": 10966, "data_time": 0.00319, "top1_acc": 0.16406, "top5_acc": 0.39492, "loss_cls": 3.77854, "loss": 3.77854, "grad_norm": 3.8457, "time": 2.04594}
{"mode": "train", "epoch": 2, "iter": 380, "lr": 0.02, "memory": 10966, "data_time": 0.05391, "top1_acc": 0.15937, "top5_acc": 0.40312, "loss_cls": 3.75593, "loss": 3.75593, "grad_norm": 3.84475, "time": 2.26098}
{"mode": "train", "epoch": 2, "iter": 400, "lr": 0.02, "memory": 10966, "data_time": 0.08706, "top1_acc": 0.16406, "top5_acc": 0.41562, "loss_cls": 3.727, "loss": 3.727, "grad_norm": 3.83848, "time": 1.8198}
{"mode": "train", "epoch": 2, "iter": 420, "lr": 0.02, "memory": 10966, "data_time": 1.44788, "top1_acc": 0.17617, "top5_acc": 0.41211, "loss_cls": 3.74133, "loss": 3.74133, "grad_norm": 3.84972, "time": 2.09402}
{"mode": "train", "epoch": 2, "iter": 440, "lr": 0.02, "memory": 10966, "data_time": 0.26914, "top1_acc": 0.17617, "top5_acc": 0.41445, "loss_cls": 3.72021, "loss": 3.72021, "grad_norm": 3.82381, "time": 2.20272}
{"mode": "train", "epoch": 2, "iter": 460, "lr": 0.02, "memory": 10966, "data_time": 0.29282, "top1_acc": 0.17266, "top5_acc": 0.40391, "loss_cls": 3.75219, "loss": 3.75219, "grad_norm": 3.84548, "time": 1.88457}
{"mode": "train", "epoch": 2, "iter": 480, "lr": 0.02, "memory": 10966, "data_time": 0.12251, "top1_acc": 0.15898, "top5_acc": 0.40781, "loss_cls": 3.73938, "loss": 3.73938, "grad_norm": 3.76086, "time": 1.98222}
{"mode": "train", "epoch": 2, "iter": 500, "lr": 0.02, "memory": 10966, "data_time": 0.00416, "top1_acc": 0.16875, "top5_acc": 0.42422, "loss_cls": 3.70393, "loss": 3.70393, "grad_norm": 3.76968, "time": 2.08553}
{"mode": "train", "epoch": 2, "iter": 520, "lr": 0.02, "memory": 10966, "data_time": 0.00397, "top1_acc": 0.1668, "top5_acc": 0.4125, "loss_cls": 3.74225, "loss": 3.74225, "grad_norm": 3.7913, "time": 2.0938}
{"mode": "train", "epoch": 2, "iter": 540, "lr": 0.02, "memory": 10966, "data_time": 0.00297, "top1_acc": 0.18164, "top5_acc": 0.42383, "loss_cls": 3.65877, "loss": 3.65877, "grad_norm": 3.81553, "time": 2.09943}
{"mode": "train", "epoch": 2, "iter": 560, "lr": 0.02, "memory": 10966, "data_time": 0.04889, "top1_acc": 0.17383, "top5_acc": 0.43555, "loss_cls": 3.67747, "loss": 3.67747, "grad_norm": 3.79289, "time": 1.9652}
{"mode": "train", "epoch": 2, "iter": 580, "lr": 0.02, "memory": 10966, "data_time": 0.01941, "top1_acc": 0.19102, "top5_acc": 0.41406, "loss_cls": 3.67716, "loss": 3.67716, "grad_norm": 3.921, "time": 2.1117}
{"mode": "train", "epoch": 2, "iter": 600, "lr": 0.02, "memory": 10966, "data_time": 0.03001, "top1_acc": 0.18398, "top5_acc": 0.43633, "loss_cls": 3.64703, "loss": 3.64703, "grad_norm": 3.95778, "time": 2.15806}
{"mode": "train", "epoch": 2, "iter": 620, "lr": 0.02, "memory": 10966, "data_time": 0.01585, "top1_acc": 0.17539, "top5_acc": 0.41367, "loss_cls": 3.76293, "loss": 3.76293, "grad_norm": 3.79486, "time": 1.95697}
{"mode": "train", "epoch": 2, "iter": 640, "lr": 0.02, "memory": 10966, "data_time": 0.08012, "top1_acc": 0.15547, "top5_acc": 0.40781, "loss_cls": 3.75165, "loss": 3.75165, "grad_norm": 3.83311, "time": 2.18217}
{"mode": "train", "epoch": 2, "iter": 660, "lr": 0.02, "memory": 10966, "data_time": 0.00314, "top1_acc": 0.17422, "top5_acc": 0.40078, "loss_cls": 3.70982, "loss": 3.70982, "grad_norm": 3.88372, "time": 2.11517}
{"mode": "train", "epoch": 2, "iter": 680, "lr": 0.02, "memory": 10966, "data_time": 0.00205, "top1_acc": 0.17773, "top5_acc": 0.42617, "loss_cls": 3.67846, "loss": 3.67846, "grad_norm": 3.71821, "time": 2.02323}
{"mode": "train", "epoch": 2, "iter": 700, "lr": 0.02, "memory": 10966, "data_time": 0.00561, "top1_acc": 0.16523, "top5_acc": 0.42109, "loss_cls": 3.68569, "loss": 3.68569, "grad_norm": 3.8702, "time": 1.9907}
{"mode": "train", "epoch": 2, "iter": 720, "lr": 0.02, "memory": 10966, "data_time": 0.06281, "top1_acc": 0.16719, "top5_acc": 0.4082, "loss_cls": 3.71836, "loss": 3.71836, "grad_norm": 3.87678, "time": 2.0395}
{"mode": "train", "epoch": 2, "iter": 740, "lr": 0.02, "memory": 10966, "data_time": 0.02523, "top1_acc": 0.18789, "top5_acc": 0.41836, "loss_cls": 3.71767, "loss": 3.71767, "grad_norm": 3.8498, "time": 2.04738}
{"mode": "train", "epoch": 2, "iter": 760, "lr": 0.02, "memory": 10966, "data_time": 0.04419, "top1_acc": 0.18398, "top5_acc": 0.4332, "loss_cls": 3.66386, "loss": 3.66386, "grad_norm": 3.75512, "time": 2.05804}
{"mode": "train", "epoch": 2, "iter": 780, "lr": 0.02, "memory": 10966, "data_time": 0.00258, "top1_acc": 0.18828, "top5_acc": 0.43672, "loss_cls": 3.60638, "loss": 3.60638, "grad_norm": 3.67348, "time": 2.06032}
{"mode": "train", "epoch": 2, "iter": 800, "lr": 0.02, "memory": 10966, "data_time": 0.00186, "top1_acc": 0.17695, "top5_acc": 0.42891, "loss_cls": 3.68404, "loss": 3.68404, "grad_norm": 3.80185, "time": 2.08832}
{"mode": "train", "epoch": 2, "iter": 820, "lr": 0.02, "memory": 10966, "data_time": 0.01072, "top1_acc": 0.17344, "top5_acc": 0.42188, "loss_cls": 3.68271, "loss": 3.68271, "grad_norm": 3.81843, "time": 2.26932}
{"mode": "train", "epoch": 2, "iter": 840, "lr": 0.02, "memory": 10966, "data_time": 0.20304, "top1_acc": 0.17031, "top5_acc": 0.41172, "loss_cls": 3.72439, "loss": 3.72439, "grad_norm": 3.80824, "time": 1.91996}
{"mode": "train", "epoch": 2, "iter": 860, "lr": 0.02, "memory": 10966, "data_time": 0.14044, "top1_acc": 0.16953, "top5_acc": 0.42773, "loss_cls": 3.67729, "loss": 3.67729, "grad_norm": 3.88279, "time": 2.25037}
{"mode": "train", "epoch": 2, "iter": 880, "lr": 0.02, "memory": 10966, "data_time": 0.08118, "top1_acc": 0.17891, "top5_acc": 0.4293, "loss_cls": 3.6789, "loss": 3.6789, "grad_norm": 3.84917, "time": 2.05816}
{"mode": "train", "epoch": 2, "iter": 900, "lr": 0.02, "memory": 10966, "data_time": 0.02366, "top1_acc": 0.1793, "top5_acc": 0.41094, "loss_cls": 3.67956, "loss": 3.67956, "grad_norm": 3.83078, "time": 2.31769}
{"mode": "train", "epoch": 2, "iter": 920, "lr": 0.02, "memory": 10966, "data_time": 0.00828, "top1_acc": 0.17734, "top5_acc": 0.42969, "loss_cls": 3.6836, "loss": 3.6836, "grad_norm": 3.84359, "time": 2.16447}
{"mode": "train", "epoch": 2, "iter": 940, "lr": 0.02, "memory": 10966, "data_time": 0.00775, "top1_acc": 0.18281, "top5_acc": 0.42891, "loss_cls": 3.63711, "loss": 3.63711, "grad_norm": 3.79053, "time": 2.02529}
{"mode": "train", "epoch": 2, "iter": 960, "lr": 0.02, "memory": 10966, "data_time": 0.0044, "top1_acc": 0.1957, "top5_acc": 0.46016, "loss_cls": 3.59421, "loss": 3.59421, "grad_norm": 3.77161, "time": 2.08828}
{"mode": "train", "epoch": 2, "iter": 980, "lr": 0.02, "memory": 10966, "data_time": 0.00509, "top1_acc": 0.18008, "top5_acc": 0.43281, "loss_cls": 3.66199, "loss": 3.66199, "grad_norm": 3.75213, "time": 1.99719}
{"mode": "train", "epoch": 2, "iter": 1000, "lr": 0.02, "memory": 10966, "data_time": 0.00714, "top1_acc": 0.16914, "top5_acc": 0.4293, "loss_cls": 3.7012, "loss": 3.7012, "grad_norm": 3.85675, "time": 2.13806}
{"mode": "train", "epoch": 2, "iter": 1020, "lr": 0.02, "memory": 10966, "data_time": 0.35808, "top1_acc": 0.1668, "top5_acc": 0.42109, "loss_cls": 3.68116, "loss": 3.68116, "grad_norm": 3.86841, "time": 1.93737}
{"mode": "train", "epoch": 2, "iter": 1040, "lr": 0.02, "memory": 10966, "data_time": 0.33672, "top1_acc": 0.17656, "top5_acc": 0.41875, "loss_cls": 3.73013, "loss": 3.73013, "grad_norm": 3.75959, "time": 2.14447}
{"mode": "train", "epoch": 2, "iter": 1060, "lr": 0.02, "memory": 10966, "data_time": 0.00721, "top1_acc": 0.17227, "top5_acc": 0.4375, "loss_cls": 3.66463, "loss": 3.66463, "grad_norm": 3.76378, "time": 2.00079}
{"mode": "train", "epoch": 2, "iter": 1080, "lr": 0.02, "memory": 10966, "data_time": 0.18411, "top1_acc": 0.1832, "top5_acc": 0.44375, "loss_cls": 3.60934, "loss": 3.60934, "grad_norm": 3.68213, "time": 2.0512}
{"mode": "train", "epoch": 2, "iter": 1100, "lr": 0.02, "memory": 10966, "data_time": 0.00204, "top1_acc": 0.18086, "top5_acc": 0.4375, "loss_cls": 3.63152, "loss": 3.63152, "grad_norm": 3.89225, "time": 2.04445}
{"mode": "train", "epoch": 2, "iter": 1120, "lr": 0.02, "memory": 10966, "data_time": 0.03696, "top1_acc": 0.18984, "top5_acc": 0.43398, "loss_cls": 3.60862, "loss": 3.60862, "grad_norm": 3.79895, "time": 2.18256}
{"mode": "train", "epoch": 2, "iter": 1140, "lr": 0.02, "memory": 10966, "data_time": 0.00274, "top1_acc": 0.1875, "top5_acc": 0.43125, "loss_cls": 3.61396, "loss": 3.61396, "grad_norm": 3.73903, "time": 2.03899}
{"mode": "train", "epoch": 2, "iter": 1160, "lr": 0.02, "memory": 10966, "data_time": 0.00339, "top1_acc": 0.20312, "top5_acc": 0.45117, "loss_cls": 3.55681, "loss": 3.55681, "grad_norm": 3.90786, "time": 2.06096}
{"mode": "train", "epoch": 2, "iter": 1180, "lr": 0.02, "memory": 10966, "data_time": 0.00253, "top1_acc": 0.19023, "top5_acc": 0.45078, "loss_cls": 3.59213, "loss": 3.59213, "grad_norm": 3.80557, "time": 2.10818}
{"mode": "train", "epoch": 2, "iter": 1200, "lr": 0.02, "memory": 10966, "data_time": 0.00651, "top1_acc": 0.19688, "top5_acc": 0.44805, "loss_cls": 3.58298, "loss": 3.58298, "grad_norm": 3.8576, "time": 2.03519}
{"mode": "train", "epoch": 2, "iter": 1220, "lr": 0.02, "memory": 10966, "data_time": 0.08462, "top1_acc": 0.18867, "top5_acc": 0.43398, "loss_cls": 3.62423, "loss": 3.62423, "grad_norm": 3.80142, "time": 2.07863}
{"mode": "train", "epoch": 2, "iter": 1240, "lr": 0.02, "memory": 10966, "data_time": 0.00354, "top1_acc": 0.19531, "top5_acc": 0.43594, "loss_cls": 3.61181, "loss": 3.61181, "grad_norm": 3.72512, "time": 2.00288}
{"mode": "train", "epoch": 2, "iter": 1260, "lr": 0.02, "memory": 10966, "data_time": 0.03957, "top1_acc": 0.19062, "top5_acc": 0.45547, "loss_cls": 3.56069, "loss": 3.56069, "grad_norm": 3.77707, "time": 2.0959}
{"mode": "train", "epoch": 2, "iter": 1280, "lr": 0.02, "memory": 10966, "data_time": 0.00206, "top1_acc": 0.19414, "top5_acc": 0.45039, "loss_cls": 3.57963, "loss": 3.57963, "grad_norm": 3.86145, "time": 2.07896}
{"mode": "train", "epoch": 2, "iter": 1300, "lr": 0.02, "memory": 10966, "data_time": 0.18503, "top1_acc": 0.19023, "top5_acc": 0.44609, "loss_cls": 3.57596, "loss": 3.57596, "grad_norm": 3.81013, "time": 2.15041}
{"mode": "train", "epoch": 2, "iter": 1320, "lr": 0.02, "memory": 10966, "data_time": 0.10605, "top1_acc": 0.18889, "top5_acc": 0.43849, "loss_cls": 3.62075, "loss": 3.62075, "grad_norm": 3.7801, "time": 1.81321}
{"mode": "val", "epoch": 2, "iter": 1320, "lr": 0.02, "top1_acc": 0.16483, "top5_acc": 0.41938, "mean_class_accuracy": 0.12073}
{"mode": "train", "epoch": 3, "iter": 20, "lr": 0.02, "memory": 10966, "data_time": 5.50114, "top1_acc": 0.21055, "top5_acc": 0.46289, "loss_cls": 3.53229, "loss": 3.53229, "grad_norm": 3.84554, "time": 7.45368}
{"mode": "train", "epoch": 3, "iter": 40, "lr": 0.02, "memory": 10966, "data_time": 0.00928, "top1_acc": 0.20234, "top5_acc": 0.4668, "loss_cls": 3.50969, "loss": 3.50969, "grad_norm": 3.8796, "time": 2.15471}
{"mode": "train", "epoch": 3, "iter": 60, "lr": 0.02, "memory": 10966, "data_time": 0.01225, "top1_acc": 0.19609, "top5_acc": 0.45312, "loss_cls": 3.55351, "loss": 3.55351, "grad_norm": 3.83152, "time": 2.17957}
{"mode": "train", "epoch": 3, "iter": 80, "lr": 0.02, "memory": 10966, "data_time": 0.00651, "top1_acc": 0.20547, "top5_acc": 0.48672, "loss_cls": 3.46612, "loss": 3.46612, "grad_norm": 3.89107, "time": 2.11279}
{"mode": "train", "epoch": 3, "iter": 100, "lr": 0.02, "memory": 10966, "data_time": 0.15287, "top1_acc": 0.18867, "top5_acc": 0.44922, "loss_cls": 3.58262, "loss": 3.58262, "grad_norm": 3.82309, "time": 2.07958}
{"mode": "train", "epoch": 3, "iter": 120, "lr": 0.02, "memory": 10966, "data_time": 0.16906, "top1_acc": 0.20039, "top5_acc": 0.45508, "loss_cls": 3.54496, "loss": 3.54496, "grad_norm": 3.74334, "time": 2.09056}
{"mode": "train", "epoch": 3, "iter": 140, "lr": 0.02, "memory": 10966, "data_time": 0.28033, "top1_acc": 0.20469, "top5_acc": 0.45508, "loss_cls": 3.53615, "loss": 3.53615, "grad_norm": 3.83276, "time": 1.96745}
{"mode": "train", "epoch": 3, "iter": 160, "lr": 0.02, "memory": 10966, "data_time": 0.3317, "top1_acc": 0.20078, "top5_acc": 0.47031, "loss_cls": 3.47697, "loss": 3.47697, "grad_norm": 3.82361, "time": 2.31431}
{"mode": "train", "epoch": 3, "iter": 180, "lr": 0.02, "memory": 10966, "data_time": 0.00897, "top1_acc": 0.19531, "top5_acc": 0.44492, "loss_cls": 3.55241, "loss": 3.55241, "grad_norm": 3.89844, "time": 2.06415}
{"mode": "train", "epoch": 3, "iter": 200, "lr": 0.02, "memory": 10966, "data_time": 0.60946, "top1_acc": 0.20742, "top5_acc": 0.45977, "loss_cls": 3.51356, "loss": 3.51356, "grad_norm": 3.87261, "time": 1.98184}
{"mode": "train", "epoch": 3, "iter": 220, "lr": 0.02, "memory": 10966, "data_time": 0.39985, "top1_acc": 0.2, "top5_acc": 0.4668, "loss_cls": 3.51738, "loss": 3.51738, "grad_norm": 4.02199, "time": 2.05715}
{"mode": "train", "epoch": 3, "iter": 240, "lr": 0.02, "memory": 10966, "data_time": 0.21602, "top1_acc": 0.19688, "top5_acc": 0.4543, "loss_cls": 3.55012, "loss": 3.55012, "grad_norm": 4.02897, "time": 2.05339}
{"mode": "train", "epoch": 3, "iter": 260, "lr": 0.02, "memory": 10966, "data_time": 0.34153, "top1_acc": 0.20469, "top5_acc": 0.46172, "loss_cls": 3.55031, "loss": 3.55031, "grad_norm": 3.88584, "time": 2.20033}
{"mode": "train", "epoch": 3, "iter": 280, "lr": 0.02, "memory": 10966, "data_time": 0.00504, "top1_acc": 0.20859, "top5_acc": 0.48281, "loss_cls": 3.45413, "loss": 3.45413, "grad_norm": 3.90771, "time": 1.96077}
{"mode": "train", "epoch": 3, "iter": 300, "lr": 0.02, "memory": 10966, "data_time": 0.00449, "top1_acc": 0.20273, "top5_acc": 0.46055, "loss_cls": 3.52753, "loss": 3.52753, "grad_norm": 3.89545, "time": 2.13834}
{"mode": "train", "epoch": 3, "iter": 320, "lr": 0.02, "memory": 10966, "data_time": 0.12203, "top1_acc": 0.20078, "top5_acc": 0.47578, "loss_cls": 3.50083, "loss": 3.50083, "grad_norm": 3.87296, "time": 2.16334}
{"mode": "train", "epoch": 3, "iter": 340, "lr": 0.02, "memory": 10966, "data_time": 0.05274, "top1_acc": 0.18398, "top5_acc": 0.44805, "loss_cls": 3.60422, "loss": 3.60422, "grad_norm": 3.84586, "time": 2.10747}
{"mode": "train", "epoch": 3, "iter": 360, "lr": 0.02, "memory": 10966, "data_time": 0.00503, "top1_acc": 0.21016, "top5_acc": 0.48594, "loss_cls": 3.43077, "loss": 3.43077, "grad_norm": 3.90353, "time": 2.11374}
{"mode": "train", "epoch": 3, "iter": 380, "lr": 0.02, "memory": 10966, "data_time": 0.04181, "top1_acc": 0.18906, "top5_acc": 0.44922, "loss_cls": 3.57077, "loss": 3.57077, "grad_norm": 3.93719, "time": 1.9211}
{"mode": "train", "epoch": 3, "iter": 400, "lr": 0.02, "memory": 10966, "data_time": 0.01382, "top1_acc": 0.19883, "top5_acc": 0.45391, "loss_cls": 3.52521, "loss": 3.52521, "grad_norm": 3.89806, "time": 2.23238}
{"mode": "train", "epoch": 3, "iter": 420, "lr": 0.02, "memory": 10966, "data_time": 0.28212, "top1_acc": 0.20664, "top5_acc": 0.47344, "loss_cls": 3.51106, "loss": 3.51106, "grad_norm": 3.7923, "time": 2.0854}
{"mode": "train", "epoch": 3, "iter": 440, "lr": 0.02, "memory": 10966, "data_time": 0.14362, "top1_acc": 0.20898, "top5_acc": 0.47227, "loss_cls": 3.51308, "loss": 3.51308, "grad_norm": 3.89278, "time": 2.17942}
{"mode": "train", "epoch": 3, "iter": 460, "lr": 0.02, "memory": 10966, "data_time": 0.35307, "top1_acc": 0.20977, "top5_acc": 0.46328, "loss_cls": 3.49631, "loss": 3.49631, "grad_norm": 3.72876, "time": 2.01326}
{"mode": "train", "epoch": 3, "iter": 480, "lr": 0.02, "memory": 10966, "data_time": 0.00856, "top1_acc": 0.22031, "top5_acc": 0.46445, "loss_cls": 3.47859, "loss": 3.47859, "grad_norm": 3.68976, "time": 1.98586}
{"mode": "train", "epoch": 3, "iter": 500, "lr": 0.02, "memory": 10966, "data_time": 0.01867, "top1_acc": 0.21016, "top5_acc": 0.46836, "loss_cls": 3.4831, "loss": 3.4831, "grad_norm": 3.64897, "time": 2.23179}
{"mode": "train", "epoch": 3, "iter": 520, "lr": 0.02, "memory": 10966, "data_time": 0.09622, "top1_acc": 0.2207, "top5_acc": 0.47188, "loss_cls": 3.46695, "loss": 3.46695, "grad_norm": 3.91117, "time": 2.28493}
{"mode": "train", "epoch": 3, "iter": 540, "lr": 0.02, "memory": 10966, "data_time": 0.00702, "top1_acc": 0.20781, "top5_acc": 0.46211, "loss_cls": 3.5223, "loss": 3.5223, "grad_norm": 3.934, "time": 1.96692}
{"mode": "train", "epoch": 3, "iter": 560, "lr": 0.02, "memory": 10966, "data_time": 0.00337, "top1_acc": 0.21367, "top5_acc": 0.46797, "loss_cls": 3.49228, "loss": 3.49228, "grad_norm": 3.87537, "time": 2.08698}
{"mode": "train", "epoch": 3, "iter": 580, "lr": 0.02, "memory": 10966, "data_time": 0.0786, "top1_acc": 0.20977, "top5_acc": 0.45859, "loss_cls": 3.4733, "loss": 3.4733, "grad_norm": 3.79765, "time": 2.09245}
{"mode": "train", "epoch": 3, "iter": 600, "lr": 0.02, "memory": 10966, "data_time": 0.00787, "top1_acc": 0.20547, "top5_acc": 0.46289, "loss_cls": 3.48897, "loss": 3.48897, "grad_norm": 3.83317, "time": 1.95192}
{"mode": "train", "epoch": 3, "iter": 620, "lr": 0.02, "memory": 10966, "data_time": 0.09783, "top1_acc": 0.20742, "top5_acc": 0.47109, "loss_cls": 3.47053, "loss": 3.47053, "grad_norm": 3.8661, "time": 2.23498}
{"mode": "train", "epoch": 3, "iter": 640, "lr": 0.02, "memory": 10966, "data_time": 0.0176, "top1_acc": 0.20195, "top5_acc": 0.47227, "loss_cls": 3.48294, "loss": 3.48294, "grad_norm": 3.78796, "time": 2.01797}
{"mode": "train", "epoch": 3, "iter": 660, "lr": 0.02, "memory": 10966, "data_time": 0.00549, "top1_acc": 0.21367, "top5_acc": 0.47344, "loss_cls": 3.45768, "loss": 3.45768, "grad_norm": 3.75445, "time": 2.22853}
{"mode": "train", "epoch": 3, "iter": 680, "lr": 0.02, "memory": 10966, "data_time": 0.00564, "top1_acc": 0.20781, "top5_acc": 0.46836, "loss_cls": 3.50744, "loss": 3.50744, "grad_norm": 3.87793, "time": 1.93941}
{"mode": "train", "epoch": 3, "iter": 700, "lr": 0.02, "memory": 10966, "data_time": 0.00571, "top1_acc": 0.22656, "top5_acc": 0.46992, "loss_cls": 3.44749, "loss": 3.44749, "grad_norm": 3.76593, "time": 2.1275}
{"mode": "train", "epoch": 3, "iter": 720, "lr": 0.02, "memory": 10966, "data_time": 0.0083, "top1_acc": 0.20664, "top5_acc": 0.46641, "loss_cls": 3.50823, "loss": 3.50823, "grad_norm": 3.72449, "time": 2.02054}
{"mode": "train", "epoch": 3, "iter": 740, "lr": 0.02, "memory": 10966, "data_time": 0.13056, "top1_acc": 0.20273, "top5_acc": 0.46562, "loss_cls": 3.50738, "loss": 3.50738, "grad_norm": 3.95832, "time": 2.06329}
{"mode": "train", "epoch": 3, "iter": 760, "lr": 0.02, "memory": 10966, "data_time": 0.01079, "top1_acc": 0.20508, "top5_acc": 0.46719, "loss_cls": 3.4766, "loss": 3.4766, "grad_norm": 3.75866, "time": 2.03449}
{"mode": "train", "epoch": 3, "iter": 780, "lr": 0.02, "memory": 10966, "data_time": 0.02263, "top1_acc": 0.20625, "top5_acc": 0.46289, "loss_cls": 3.50188, "loss": 3.50188, "grad_norm": 3.81983, "time": 2.03123}
{"mode": "train", "epoch": 3, "iter": 800, "lr": 0.02, "memory": 10966, "data_time": 0.68511, "top1_acc": 0.20859, "top5_acc": 0.46016, "loss_cls": 3.4885, "loss": 3.4885, "grad_norm": 3.75305, "time": 2.14039}
{"mode": "train", "epoch": 3, "iter": 820, "lr": 0.02, "memory": 10966, "data_time": 0.0031, "top1_acc": 0.20234, "top5_acc": 0.45859, "loss_cls": 3.52842, "loss": 3.52842, "grad_norm": 3.77357, "time": 2.04581}
{"mode": "train", "epoch": 3, "iter": 840, "lr": 0.02, "memory": 10966, "data_time": 0.00327, "top1_acc": 0.21836, "top5_acc": 0.48047, "loss_cls": 3.43932, "loss": 3.43932, "grad_norm": 3.84987, "time": 2.19239}
{"mode": "train", "epoch": 3, "iter": 860, "lr": 0.02, "memory": 10966, "data_time": 0.03417, "top1_acc": 0.20742, "top5_acc": 0.46367, "loss_cls": 3.51444, "loss": 3.51444, "grad_norm": 3.81127, "time": 1.97143}
{"mode": "train", "epoch": 3, "iter": 880, "lr": 0.02, "memory": 10966, "data_time": 0.00507, "top1_acc": 0.20938, "top5_acc": 0.47656, "loss_cls": 3.45738, "loss": 3.45738, "grad_norm": 3.85561, "time": 2.11827}
{"mode": "train", "epoch": 3, "iter": 900, "lr": 0.02, "memory": 10966, "data_time": 0.01769, "top1_acc": 0.20273, "top5_acc": 0.46914, "loss_cls": 3.55979, "loss": 3.55979, "grad_norm": 3.87669, "time": 2.16448}
{"mode": "train", "epoch": 3, "iter": 920, "lr": 0.02, "memory": 10966, "data_time": 0.0166, "top1_acc": 0.21875, "top5_acc": 0.48164, "loss_cls": 3.41851, "loss": 3.41851, "grad_norm": 3.77281, "time": 2.1673}
{"mode": "train", "epoch": 3, "iter": 940, "lr": 0.02, "memory": 10966, "data_time": 0.0246, "top1_acc": 0.20547, "top5_acc": 0.48398, "loss_cls": 3.47558, "loss": 3.47558, "grad_norm": 3.87773, "time": 1.98069}
{"mode": "train", "epoch": 3, "iter": 960, "lr": 0.02, "memory": 10966, "data_time": 0.00488, "top1_acc": 0.20742, "top5_acc": 0.47305, "loss_cls": 3.43005, "loss": 3.43005, "grad_norm": 3.87173, "time": 2.12284}
{"mode": "train", "epoch": 3, "iter": 980, "lr": 0.02, "memory": 10966, "data_time": 0.0054, "top1_acc": 0.22266, "top5_acc": 0.49258, "loss_cls": 3.43345, "loss": 3.43345, "grad_norm": 3.93504, "time": 2.04161}
{"mode": "train", "epoch": 3, "iter": 1000, "lr": 0.02, "memory": 10966, "data_time": 0.53383, "top1_acc": 0.20703, "top5_acc": 0.46914, "loss_cls": 3.5109, "loss": 3.5109, "grad_norm": 3.72802, "time": 2.0661}
{"mode": "train", "epoch": 3, "iter": 1020, "lr": 0.02, "memory": 10966, "data_time": 0.00857, "top1_acc": 0.20742, "top5_acc": 0.46914, "loss_cls": 3.47967, "loss": 3.47967, "grad_norm": 3.90409, "time": 2.04915}
{"mode": "train", "epoch": 3, "iter": 1040, "lr": 0.02, "memory": 10966, "data_time": 0.0164, "top1_acc": 0.21445, "top5_acc": 0.46836, "loss_cls": 3.46205, "loss": 3.46205, "grad_norm": 3.81198, "time": 2.07264}
{"mode": "train", "epoch": 3, "iter": 1060, "lr": 0.02, "memory": 10966, "data_time": 0.03802, "top1_acc": 0.20703, "top5_acc": 0.47031, "loss_cls": 3.44949, "loss": 3.44949, "grad_norm": 3.78927, "time": 2.13799}
{"mode": "train", "epoch": 3, "iter": 1080, "lr": 0.02, "memory": 10966, "data_time": 0.00736, "top1_acc": 0.21953, "top5_acc": 0.48086, "loss_cls": 3.44047, "loss": 3.44047, "grad_norm": 3.86093, "time": 2.16206}
{"mode": "train", "epoch": 3, "iter": 1100, "lr": 0.02, "memory": 10966, "data_time": 0.06754, "top1_acc": 0.21914, "top5_acc": 0.49297, "loss_cls": 3.44891, "loss": 3.44891, "grad_norm": 3.73887, "time": 2.12344}
{"mode": "train", "epoch": 3, "iter": 1120, "lr": 0.02, "memory": 10966, "data_time": 0.00636, "top1_acc": 0.19805, "top5_acc": 0.46484, "loss_cls": 3.51436, "loss": 3.51436, "grad_norm": 3.69853, "time": 2.1683}
{"mode": "train", "epoch": 3, "iter": 1140, "lr": 0.02, "memory": 10966, "data_time": 0.00339, "top1_acc": 0.22305, "top5_acc": 0.49336, "loss_cls": 3.40125, "loss": 3.40125, "grad_norm": 3.88775, "time": 1.92897}
{"mode": "train", "epoch": 3, "iter": 1160, "lr": 0.02, "memory": 10966, "data_time": 0.0085, "top1_acc": 0.21211, "top5_acc": 0.4832, "loss_cls": 3.454, "loss": 3.454, "grad_norm": 3.81298, "time": 2.09741}
{"mode": "train", "epoch": 3, "iter": 1180, "lr": 0.02, "memory": 10966, "data_time": 0.00336, "top1_acc": 0.21875, "top5_acc": 0.47422, "loss_cls": 3.434, "loss": 3.434, "grad_norm": 3.8116, "time": 2.15603}
{"mode": "train", "epoch": 3, "iter": 1200, "lr": 0.02, "memory": 10966, "data_time": 0.02959, "top1_acc": 0.20156, "top5_acc": 0.48242, "loss_cls": 3.4676, "loss": 3.4676, "grad_norm": 3.82555, "time": 2.01144}
{"mode": "train", "epoch": 3, "iter": 1220, "lr": 0.02, "memory": 10966, "data_time": 0.0275, "top1_acc": 0.21016, "top5_acc": 0.49688, "loss_cls": 3.41278, "loss": 3.41278, "grad_norm": 3.74213, "time": 2.27447}
{"mode": "train", "epoch": 3, "iter": 1240, "lr": 0.02, "memory": 10966, "data_time": 0.00647, "top1_acc": 0.21367, "top5_acc": 0.47578, "loss_cls": 3.46712, "loss": 3.46712, "grad_norm": 3.84613, "time": 2.32696}
{"mode": "train", "epoch": 3, "iter": 1260, "lr": 0.02, "memory": 10966, "data_time": 0.04676, "top1_acc": 0.21875, "top5_acc": 0.48984, "loss_cls": 3.38552, "loss": 3.38552, "grad_norm": 3.8098, "time": 1.99607}
{"mode": "train", "epoch": 3, "iter": 1280, "lr": 0.02, "memory": 10966, "data_time": 0.00534, "top1_acc": 0.21406, "top5_acc": 0.49766, "loss_cls": 3.39364, "loss": 3.39364, "grad_norm": 3.74123, "time": 2.11987}
{"mode": "train", "epoch": 3, "iter": 1300, "lr": 0.02, "memory": 10966, "data_time": 0.01257, "top1_acc": 0.21836, "top5_acc": 0.4918, "loss_cls": 3.44045, "loss": 3.44045, "grad_norm": 3.7781, "time": 2.0287}
{"mode": "train", "epoch": 3, "iter": 1320, "lr": 0.02, "memory": 10966, "data_time": 0.00383, "top1_acc": 0.21905, "top5_acc": 0.47817, "loss_cls": 3.41568, "loss": 3.41568, "grad_norm": 3.84376, "time": 1.83857}
{"mode": "val", "epoch": 3, "iter": 1320, "lr": 0.02, "top1_acc": 0.17536, "top5_acc": 0.43375, "mean_class_accuracy": 0.12077}
{"mode": "train", "epoch": 4, "iter": 20, "lr": 0.02, "memory": 10966, "data_time": 5.72822, "top1_acc": 0.21797, "top5_acc": 0.48984, "loss_cls": 3.41142, "loss": 3.41142, "grad_norm": 3.79777, "time": 7.37012}
{"mode": "train", "epoch": 4, "iter": 40, "lr": 0.02, "memory": 10966, "data_time": 0.10171, "top1_acc": 0.22148, "top5_acc": 0.49141, "loss_cls": 3.37305, "loss": 3.37305, "grad_norm": 3.76102, "time": 2.26031}
{"mode": "train", "epoch": 4, "iter": 60, "lr": 0.02, "memory": 10966, "data_time": 0.89685, "top1_acc": 0.23672, "top5_acc": 0.49453, "loss_cls": 3.33761, "loss": 3.33761, "grad_norm": 3.76426, "time": 1.97479}
{"mode": "train", "epoch": 4, "iter": 80, "lr": 0.02, "memory": 10966, "data_time": 0.5102, "top1_acc": 0.22266, "top5_acc": 0.49531, "loss_cls": 3.32748, "loss": 3.32748, "grad_norm": 3.77708, "time": 2.08471}
{"mode": "train", "epoch": 4, "iter": 100, "lr": 0.02, "memory": 10966, "data_time": 0.06315, "top1_acc": 0.22031, "top5_acc": 0.49375, "loss_cls": 3.41258, "loss": 3.41258, "grad_norm": 3.84312, "time": 2.02913}
{"mode": "train", "epoch": 4, "iter": 120, "lr": 0.02, "memory": 10966, "data_time": 0.44828, "top1_acc": 0.2293, "top5_acc": 0.50781, "loss_cls": 3.34844, "loss": 3.34844, "grad_norm": 3.86627, "time": 2.15953}
{"mode": "train", "epoch": 4, "iter": 140, "lr": 0.02, "memory": 10966, "data_time": 0.00384, "top1_acc": 0.21445, "top5_acc": 0.49492, "loss_cls": 3.39921, "loss": 3.39921, "grad_norm": 3.78786, "time": 2.16958}
{"mode": "train", "epoch": 4, "iter": 160, "lr": 0.02, "memory": 10966, "data_time": 0.00384, "top1_acc": 0.23359, "top5_acc": 0.51289, "loss_cls": 3.30744, "loss": 3.30744, "grad_norm": 3.78119, "time": 2.02403}
{"mode": "train", "epoch": 4, "iter": 180, "lr": 0.02, "memory": 10966, "data_time": 0.01613, "top1_acc": 0.22031, "top5_acc": 0.49492, "loss_cls": 3.37366, "loss": 3.37366, "grad_norm": 3.92851, "time": 2.09452}
{"mode": "train", "epoch": 4, "iter": 200, "lr": 0.02, "memory": 10966, "data_time": 0.0425, "top1_acc": 0.22617, "top5_acc": 0.49922, "loss_cls": 3.35732, "loss": 3.35732, "grad_norm": 3.92477, "time": 2.08035}
{"mode": "train", "epoch": 4, "iter": 220, "lr": 0.02, "memory": 10966, "data_time": 0.0079, "top1_acc": 0.21797, "top5_acc": 0.49062, "loss_cls": 3.39528, "loss": 3.39528, "grad_norm": 3.86983, "time": 2.1998}
{"mode": "train", "epoch": 4, "iter": 240, "lr": 0.02, "memory": 10966, "data_time": 0.61854, "top1_acc": 0.23984, "top5_acc": 0.49883, "loss_cls": 3.35505, "loss": 3.35505, "grad_norm": 3.69214, "time": 1.95198}
{"mode": "train", "epoch": 4, "iter": 260, "lr": 0.02, "memory": 10966, "data_time": 0.81688, "top1_acc": 0.22031, "top5_acc": 0.49023, "loss_cls": 3.42194, "loss": 3.42194, "grad_norm": 3.87307, "time": 2.13546}
{"mode": "train", "epoch": 4, "iter": 280, "lr": 0.02, "memory": 10966, "data_time": 0.59664, "top1_acc": 0.22852, "top5_acc": 0.49727, "loss_cls": 3.35541, "loss": 3.35541, "grad_norm": 3.79012, "time": 1.99366}
{"mode": "train", "epoch": 4, "iter": 300, "lr": 0.02, "memory": 10966, "data_time": 0.07558, "top1_acc": 0.22539, "top5_acc": 0.50195, "loss_cls": 3.3625, "loss": 3.3625, "grad_norm": 3.91667, "time": 2.26668}
{"mode": "train", "epoch": 4, "iter": 320, "lr": 0.02, "memory": 10966, "data_time": 0.02723, "top1_acc": 0.23281, "top5_acc": 0.50156, "loss_cls": 3.3582, "loss": 3.3582, "grad_norm": 3.81914, "time": 2.05327}
{"mode": "train", "epoch": 4, "iter": 340, "lr": 0.02, "memory": 10966, "data_time": 0.0042, "top1_acc": 0.21914, "top5_acc": 0.4918, "loss_cls": 3.40908, "loss": 3.40908, "grad_norm": 3.8299, "time": 2.01708}
{"mode": "train", "epoch": 4, "iter": 360, "lr": 0.02, "memory": 10966, "data_time": 0.15916, "top1_acc": 0.23555, "top5_acc": 0.50313, "loss_cls": 3.32125, "loss": 3.32125, "grad_norm": 3.86263, "time": 2.04442}
{"mode": "train", "epoch": 4, "iter": 380, "lr": 0.02, "memory": 10966, "data_time": 0.34091, "top1_acc": 0.23828, "top5_acc": 0.49727, "loss_cls": 3.34827, "loss": 3.34827, "grad_norm": 3.83176, "time": 2.20217}
{"mode": "train", "epoch": 4, "iter": 400, "lr": 0.02, "memory": 10966, "data_time": 0.18067, "top1_acc": 0.23008, "top5_acc": 0.49609, "loss_cls": 3.34952, "loss": 3.34952, "grad_norm": 3.87624, "time": 2.09387}
{"mode": "train", "epoch": 4, "iter": 420, "lr": 0.02, "memory": 10966, "data_time": 0.13524, "top1_acc": 0.23008, "top5_acc": 0.49141, "loss_cls": 3.40016, "loss": 3.40016, "grad_norm": 3.85997, "time": 1.88711}
{"mode": "train", "epoch": 4, "iter": 440, "lr": 0.02, "memory": 10966, "data_time": 0.47771, "top1_acc": 0.225, "top5_acc": 0.51523, "loss_cls": 3.34256, "loss": 3.34256, "grad_norm": 3.80512, "time": 2.1976}
{"mode": "train", "epoch": 4, "iter": 460, "lr": 0.02, "memory": 10966, "data_time": 1.17067, "top1_acc": 0.22734, "top5_acc": 0.49336, "loss_cls": 3.38546, "loss": 3.38546, "grad_norm": 3.82631, "time": 1.99968}
{"mode": "train", "epoch": 4, "iter": 480, "lr": 0.02, "memory": 10966, "data_time": 1.363, "top1_acc": 0.22891, "top5_acc": 0.49336, "loss_cls": 3.39608, "loss": 3.39608, "grad_norm": 3.8372, "time": 2.13733}
{"mode": "train", "epoch": 4, "iter": 500, "lr": 0.02, "memory": 10966, "data_time": 0.47465, "top1_acc": 0.22852, "top5_acc": 0.4957, "loss_cls": 3.33918, "loss": 3.33918, "grad_norm": 3.8265, "time": 2.08998}
{"mode": "train", "epoch": 4, "iter": 520, "lr": 0.02, "memory": 10966, "data_time": 0.00462, "top1_acc": 0.2418, "top5_acc": 0.50117, "loss_cls": 3.34226, "loss": 3.34226, "grad_norm": 3.76423, "time": 2.14015}
{"mode": "train", "epoch": 4, "iter": 540, "lr": 0.02, "memory": 10966, "data_time": 0.06319, "top1_acc": 0.24023, "top5_acc": 0.51484, "loss_cls": 3.29624, "loss": 3.29624, "grad_norm": 3.84168, "time": 1.90048}
{"mode": "train", "epoch": 4, "iter": 560, "lr": 0.02, "memory": 10966, "data_time": 1.56684, "top1_acc": 0.23398, "top5_acc": 0.49258, "loss_cls": 3.36342, "loss": 3.36342, "grad_norm": 3.92446, "time": 2.19463}
{"mode": "train", "epoch": 4, "iter": 580, "lr": 0.02, "memory": 10966, "data_time": 1.07716, "top1_acc": 0.23398, "top5_acc": 0.50078, "loss_cls": 3.35307, "loss": 3.35307, "grad_norm": 3.86171, "time": 1.99387}
{"mode": "train", "epoch": 4, "iter": 600, "lr": 0.02, "memory": 10966, "data_time": 1.0034, "top1_acc": 0.22383, "top5_acc": 0.51641, "loss_cls": 3.34481, "loss": 3.34481, "grad_norm": 3.79274, "time": 2.26694}
{"mode": "train", "epoch": 4, "iter": 620, "lr": 0.02, "memory": 10966, "data_time": 0.0032, "top1_acc": 0.225, "top5_acc": 0.51133, "loss_cls": 3.31405, "loss": 3.31405, "grad_norm": 3.84933, "time": 2.03929}
{"mode": "train", "epoch": 4, "iter": 640, "lr": 0.02, "memory": 10966, "data_time": 0.00159, "top1_acc": 0.21992, "top5_acc": 0.49375, "loss_cls": 3.38189, "loss": 3.38189, "grad_norm": 3.92439, "time": 1.98176}
{"mode": "train", "epoch": 4, "iter": 660, "lr": 0.02, "memory": 10966, "data_time": 0.02391, "top1_acc": 0.23828, "top5_acc": 0.49961, "loss_cls": 3.34061, "loss": 3.34061, "grad_norm": 3.8197, "time": 2.0388}
{"mode": "train", "epoch": 4, "iter": 680, "lr": 0.02, "memory": 10966, "data_time": 1.17224, "top1_acc": 0.24336, "top5_acc": 0.52188, "loss_cls": 3.27346, "loss": 3.27346, "grad_norm": 3.82795, "time": 2.02269}
{"mode": "train", "epoch": 4, "iter": 700, "lr": 0.02, "memory": 10966, "data_time": 1.41441, "top1_acc": 0.21797, "top5_acc": 0.51133, "loss_cls": 3.33738, "loss": 3.33738, "grad_norm": 3.79465, "time": 2.05781}
{"mode": "train", "epoch": 4, "iter": 720, "lr": 0.02, "memory": 10966, "data_time": 0.64367, "top1_acc": 0.23438, "top5_acc": 0.50977, "loss_cls": 3.32436, "loss": 3.32436, "grad_norm": 3.90233, "time": 2.16724}
{"mode": "train", "epoch": 4, "iter": 740, "lr": 0.02, "memory": 10966, "data_time": 0.00393, "top1_acc": 0.2207, "top5_acc": 0.48984, "loss_cls": 3.39914, "loss": 3.39914, "grad_norm": 3.74466, "time": 2.13053}
{"mode": "train", "epoch": 4, "iter": 760, "lr": 0.02, "memory": 10966, "data_time": 0.00362, "top1_acc": 0.23164, "top5_acc": 0.49844, "loss_cls": 3.35322, "loss": 3.35322, "grad_norm": 3.75121, "time": 2.12724}
{"mode": "train", "epoch": 4, "iter": 780, "lr": 0.02, "memory": 10966, "data_time": 0.007, "top1_acc": 0.23047, "top5_acc": 0.50938, "loss_cls": 3.33328, "loss": 3.33328, "grad_norm": 3.81244, "time": 2.13372}
{"mode": "train", "epoch": 4, "iter": 800, "lr": 0.02, "memory": 10966, "data_time": 0.52376, "top1_acc": 0.23359, "top5_acc": 0.49922, "loss_cls": 3.38063, "loss": 3.38063, "grad_norm": 3.80754, "time": 1.96848}
{"mode": "train", "epoch": 4, "iter": 820, "lr": 0.02, "memory": 10966, "data_time": 0.28499, "top1_acc": 0.24297, "top5_acc": 0.51211, "loss_cls": 3.29638, "loss": 3.29638, "grad_norm": 3.74545, "time": 2.10976}
{"mode": "train", "epoch": 4, "iter": 840, "lr": 0.02, "memory": 10966, "data_time": 0.12621, "top1_acc": 0.22227, "top5_acc": 0.49609, "loss_cls": 3.34865, "loss": 3.34865, "grad_norm": 3.7592, "time": 2.20533}
{"mode": "train", "epoch": 4, "iter": 860, "lr": 0.02, "memory": 10966, "data_time": 0.17972, "top1_acc": 0.21836, "top5_acc": 0.48789, "loss_cls": 3.36662, "loss": 3.36662, "grad_norm": 3.8498, "time": 2.03818}
{"mode": "train", "epoch": 4, "iter": 880, "lr": 0.02, "memory": 10966, "data_time": 0.00223, "top1_acc": 0.23398, "top5_acc": 0.49688, "loss_cls": 3.38297, "loss": 3.38297, "grad_norm": 3.86012, "time": 2.11274}
{"mode": "train", "epoch": 4, "iter": 900, "lr": 0.02, "memory": 10966, "data_time": 0.01079, "top1_acc": 0.2332, "top5_acc": 0.49648, "loss_cls": 3.35999, "loss": 3.35999, "grad_norm": 3.79296, "time": 1.99225}
{"mode": "train", "epoch": 4, "iter": 920, "lr": 0.02, "memory": 10966, "data_time": 0.02473, "top1_acc": 0.2293, "top5_acc": 0.51289, "loss_cls": 3.27864, "loss": 3.27864, "grad_norm": 3.70762, "time": 2.00375}
{"mode": "train", "epoch": 4, "iter": 940, "lr": 0.02, "memory": 10966, "data_time": 0.09844, "top1_acc": 0.23594, "top5_acc": 0.50586, "loss_cls": 3.34037, "loss": 3.34037, "grad_norm": 3.80362, "time": 2.18653}
{"mode": "train", "epoch": 4, "iter": 960, "lr": 0.02, "memory": 10966, "data_time": 0.10309, "top1_acc": 0.24141, "top5_acc": 0.51406, "loss_cls": 3.29961, "loss": 3.29961, "grad_norm": 3.89316, "time": 2.0157}
{"mode": "train", "epoch": 4, "iter": 980, "lr": 0.02, "memory": 10966, "data_time": 0.03856, "top1_acc": 0.22383, "top5_acc": 0.50859, "loss_cls": 3.36564, "loss": 3.36564, "grad_norm": 3.79784, "time": 2.17625}
{"mode": "train", "epoch": 4, "iter": 1000, "lr": 0.02, "memory": 10966, "data_time": 0.00355, "top1_acc": 0.22891, "top5_acc": 0.50977, "loss_cls": 3.35932, "loss": 3.35932, "grad_norm": 3.7748, "time": 2.15837}
{"mode": "train", "epoch": 4, "iter": 1020, "lr": 0.02, "memory": 10966, "data_time": 0.00718, "top1_acc": 0.23164, "top5_acc": 0.50977, "loss_cls": 3.29285, "loss": 3.29285, "grad_norm": 3.77839, "time": 1.99099}
{"mode": "train", "epoch": 4, "iter": 1040, "lr": 0.02, "memory": 10966, "data_time": 0.00873, "top1_acc": 0.24805, "top5_acc": 0.51133, "loss_cls": 3.27174, "loss": 3.27174, "grad_norm": 3.77043, "time": 2.01097}
{"mode": "train", "epoch": 4, "iter": 1060, "lr": 0.02, "memory": 10966, "data_time": 0.48543, "top1_acc": 0.23125, "top5_acc": 0.50078, "loss_cls": 3.32063, "loss": 3.32063, "grad_norm": 3.76792, "time": 2.02194}
{"mode": "train", "epoch": 4, "iter": 1080, "lr": 0.02, "memory": 10966, "data_time": 1.4437, "top1_acc": 0.24766, "top5_acc": 0.50469, "loss_cls": 3.28165, "loss": 3.28165, "grad_norm": 3.72544, "time": 2.14551}
{"mode": "train", "epoch": 4, "iter": 1100, "lr": 0.02, "memory": 10966, "data_time": 0.69385, "top1_acc": 0.24375, "top5_acc": 0.50977, "loss_cls": 3.29743, "loss": 3.29743, "grad_norm": 3.86543, "time": 2.14403}
{"mode": "train", "epoch": 4, "iter": 1120, "lr": 0.02, "memory": 10966, "data_time": 0.0494, "top1_acc": 0.23281, "top5_acc": 0.50273, "loss_cls": 3.32154, "loss": 3.32154, "grad_norm": 3.83212, "time": 2.13323}
{"mode": "train", "epoch": 4, "iter": 1140, "lr": 0.02, "memory": 10966, "data_time": 0.11838, "top1_acc": 0.23828, "top5_acc": 0.51562, "loss_cls": 3.26996, "loss": 3.26996, "grad_norm": 3.89083, "time": 1.98819}
{"mode": "train", "epoch": 4, "iter": 1160, "lr": 0.02, "memory": 10966, "data_time": 1.18814, "top1_acc": 0.23438, "top5_acc": 0.51641, "loss_cls": 3.27794, "loss": 3.27794, "grad_norm": 3.79971, "time": 2.08377}
{"mode": "train", "epoch": 4, "iter": 1180, "lr": 0.02, "memory": 10966, "data_time": 1.30695, "top1_acc": 0.24258, "top5_acc": 0.51055, "loss_cls": 3.29517, "loss": 3.29517, "grad_norm": 3.77829, "time": 2.04284}
{"mode": "train", "epoch": 4, "iter": 1200, "lr": 0.02, "memory": 10966, "data_time": 1.26397, "top1_acc": 0.2375, "top5_acc": 0.49609, "loss_cls": 3.32297, "loss": 3.32297, "grad_norm": 3.71068, "time": 2.09163}
{"mode": "train", "epoch": 4, "iter": 1220, "lr": 0.02, "memory": 10966, "data_time": 0.56986, "top1_acc": 0.24727, "top5_acc": 0.52539, "loss_cls": 3.25045, "loss": 3.25045, "grad_norm": 3.74425, "time": 2.09808}
{"mode": "train", "epoch": 4, "iter": 1240, "lr": 0.02, "memory": 10966, "data_time": 0.77082, "top1_acc": 0.23477, "top5_acc": 0.50313, "loss_cls": 3.37584, "loss": 3.37584, "grad_norm": 3.866, "time": 2.12693}
{"mode": "train", "epoch": 4, "iter": 1260, "lr": 0.02, "memory": 10966, "data_time": 0.65539, "top1_acc": 0.23242, "top5_acc": 0.49883, "loss_cls": 3.30954, "loss": 3.30954, "grad_norm": 3.7553, "time": 2.16183}
{"mode": "train", "epoch": 4, "iter": 1280, "lr": 0.02, "memory": 10966, "data_time": 0.02214, "top1_acc": 0.25273, "top5_acc": 0.53398, "loss_cls": 3.2245, "loss": 3.2245, "grad_norm": 3.75907, "time": 2.12009}
{"mode": "train", "epoch": 4, "iter": 1300, "lr": 0.02, "memory": 10966, "data_time": 0.00356, "top1_acc": 0.23164, "top5_acc": 0.49922, "loss_cls": 3.36186, "loss": 3.36186, "grad_norm": 3.83436, "time": 2.02683}
{"mode": "train", "epoch": 4, "iter": 1320, "lr": 0.02, "memory": 10966, "data_time": 0.00347, "top1_acc": 0.23651, "top5_acc": 0.52619, "loss_cls": 3.29294, "loss": 3.29294, "grad_norm": 3.74107, "time": 1.852}
{"mode": "val", "epoch": 4, "iter": 1320, "lr": 0.02, "top1_acc": 0.20172, "top5_acc": 0.47597, "mean_class_accuracy": 0.1449}
{"mode": "train", "epoch": 5, "iter": 20, "lr": 0.02, "memory": 10966, "data_time": 6.56417, "top1_acc": 0.22461, "top5_acc": 0.5125, "loss_cls": 3.32153, "loss": 3.32153, "grad_norm": 3.82409, "time": 7.1654}
{"mode": "train", "epoch": 5, "iter": 40, "lr": 0.02, "memory": 10966, "data_time": 0.46676, "top1_acc": 0.25664, "top5_acc": 0.53477, "loss_cls": 3.20387, "loss": 3.20387, "grad_norm": 3.79697, "time": 2.1211}
{"mode": "train", "epoch": 5, "iter": 60, "lr": 0.02, "memory": 10966, "data_time": 0.02845, "top1_acc": 0.23906, "top5_acc": 0.52773, "loss_cls": 3.25928, "loss": 3.25928, "grad_norm": 3.84262, "time": 2.11323}
{"mode": "train", "epoch": 5, "iter": 80, "lr": 0.02, "memory": 10966, "data_time": 0.02405, "top1_acc": 0.24961, "top5_acc": 0.51562, "loss_cls": 3.24329, "loss": 3.24329, "grad_norm": 3.81817, "time": 2.03568}
{"mode": "train", "epoch": 5, "iter": 100, "lr": 0.02, "memory": 10966, "data_time": 0.06513, "top1_acc": 0.23242, "top5_acc": 0.50977, "loss_cls": 3.29275, "loss": 3.29275, "grad_norm": 3.89678, "time": 2.1253}
{"mode": "train", "epoch": 5, "iter": 120, "lr": 0.02, "memory": 10966, "data_time": 0.00199, "top1_acc": 0.25742, "top5_acc": 0.53555, "loss_cls": 3.20306, "loss": 3.20306, "grad_norm": 3.80802, "time": 2.05716}
{"mode": "train", "epoch": 5, "iter": 140, "lr": 0.02, "memory": 10966, "data_time": 0.00502, "top1_acc": 0.2375, "top5_acc": 0.52344, "loss_cls": 3.23814, "loss": 3.23814, "grad_norm": 3.90211, "time": 2.06236}
{"mode": "train", "epoch": 5, "iter": 160, "lr": 0.02, "memory": 10966, "data_time": 0.00388, "top1_acc": 0.24453, "top5_acc": 0.53047, "loss_cls": 3.1827, "loss": 3.1827, "grad_norm": 3.79892, "time": 2.07098}
{"mode": "train", "epoch": 5, "iter": 180, "lr": 0.02, "memory": 10966, "data_time": 0.00464, "top1_acc": 0.26914, "top5_acc": 0.54023, "loss_cls": 3.16974, "loss": 3.16974, "grad_norm": 3.84946, "time": 2.18583}
{"mode": "train", "epoch": 5, "iter": 200, "lr": 0.02, "memory": 10966, "data_time": 0.1394, "top1_acc": 0.25039, "top5_acc": 0.52148, "loss_cls": 3.24943, "loss": 3.24943, "grad_norm": 3.9396, "time": 2.04049}
{"mode": "train", "epoch": 5, "iter": 220, "lr": 0.02, "memory": 10966, "data_time": 0.03829, "top1_acc": 0.24648, "top5_acc": 0.52188, "loss_cls": 3.22856, "loss": 3.22856, "grad_norm": 3.91271, "time": 2.14194}
{"mode": "train", "epoch": 5, "iter": 240, "lr": 0.02, "memory": 10966, "data_time": 0.03547, "top1_acc": 0.25156, "top5_acc": 0.53906, "loss_cls": 3.23828, "loss": 3.23828, "grad_norm": 3.8889, "time": 2.10399}
{"mode": "train", "epoch": 5, "iter": 260, "lr": 0.02, "memory": 10966, "data_time": 0.08207, "top1_acc": 0.23945, "top5_acc": 0.51758, "loss_cls": 3.21654, "loss": 3.21654, "grad_norm": 3.86268, "time": 2.08335}
{"mode": "train", "epoch": 5, "iter": 280, "lr": 0.02, "memory": 10966, "data_time": 0.00514, "top1_acc": 0.24727, "top5_acc": 0.53633, "loss_cls": 3.20634, "loss": 3.20634, "grad_norm": 3.90604, "time": 2.06086}
{"mode": "train", "epoch": 5, "iter": 300, "lr": 0.02, "memory": 10966, "data_time": 0.00846, "top1_acc": 0.25, "top5_acc": 0.5168, "loss_cls": 3.24457, "loss": 3.24457, "grad_norm": 3.81013, "time": 2.13493}
{"mode": "train", "epoch": 5, "iter": 320, "lr": 0.02, "memory": 10966, "data_time": 0.07337, "top1_acc": 0.25156, "top5_acc": 0.52109, "loss_cls": 3.25853, "loss": 3.25853, "grad_norm": 3.8836, "time": 2.01121}
{"mode": "train", "epoch": 5, "iter": 340, "lr": 0.02, "memory": 10966, "data_time": 0.26158, "top1_acc": 0.24492, "top5_acc": 0.52422, "loss_cls": 3.24438, "loss": 3.24438, "grad_norm": 3.77763, "time": 2.11029}
{"mode": "train", "epoch": 5, "iter": 360, "lr": 0.02, "memory": 10966, "data_time": 0.00416, "top1_acc": 0.23242, "top5_acc": 0.53047, "loss_cls": 3.24187, "loss": 3.24187, "grad_norm": 3.8474, "time": 2.07857}
{"mode": "train", "epoch": 5, "iter": 380, "lr": 0.02, "memory": 10966, "data_time": 0.08979, "top1_acc": 0.23125, "top5_acc": 0.52109, "loss_cls": 3.28031, "loss": 3.28031, "grad_norm": 3.85678, "time": 2.10494}
{"mode": "train", "epoch": 5, "iter": 400, "lr": 0.02, "memory": 10966, "data_time": 0.08598, "top1_acc": 0.24805, "top5_acc": 0.50977, "loss_cls": 3.266, "loss": 3.266, "grad_norm": 3.80988, "time": 2.11507}
{"mode": "train", "epoch": 5, "iter": 420, "lr": 0.02, "memory": 10966, "data_time": 0.00331, "top1_acc": 0.25234, "top5_acc": 0.53008, "loss_cls": 3.17616, "loss": 3.17616, "grad_norm": 3.83507, "time": 2.13569}
{"mode": "train", "epoch": 5, "iter": 440, "lr": 0.02, "memory": 10966, "data_time": 0.02429, "top1_acc": 0.25078, "top5_acc": 0.53555, "loss_cls": 3.21366, "loss": 3.21366, "grad_norm": 3.92749, "time": 2.1198}
{"mode": "train", "epoch": 5, "iter": 460, "lr": 0.02, "memory": 10966, "data_time": 0.00776, "top1_acc": 0.23164, "top5_acc": 0.51172, "loss_cls": 3.29772, "loss": 3.29772, "grad_norm": 3.98736, "time": 2.02463}
{"mode": "train", "epoch": 5, "iter": 480, "lr": 0.02, "memory": 10966, "data_time": 0.39923, "top1_acc": 0.25117, "top5_acc": 0.5293, "loss_cls": 3.21912, "loss": 3.21912, "grad_norm": 3.95754, "time": 2.2077}
{"mode": "train", "epoch": 5, "iter": 500, "lr": 0.02, "memory": 10966, "data_time": 0.04829, "top1_acc": 0.24297, "top5_acc": 0.50742, "loss_cls": 3.29736, "loss": 3.29736, "grad_norm": 3.7952, "time": 1.94238}
{"mode": "train", "epoch": 5, "iter": 520, "lr": 0.02, "memory": 10966, "data_time": 0.05707, "top1_acc": 0.25273, "top5_acc": 0.53203, "loss_cls": 3.21035, "loss": 3.21035, "grad_norm": 3.833, "time": 2.2203}
{"mode": "train", "epoch": 5, "iter": 540, "lr": 0.02, "memory": 10966, "data_time": 0.05524, "top1_acc": 0.25078, "top5_acc": 0.53125, "loss_cls": 3.18615, "loss": 3.18615, "grad_norm": 3.80036, "time": 1.96869}
{"mode": "train", "epoch": 5, "iter": 560, "lr": 0.02, "memory": 10966, "data_time": 0.46454, "top1_acc": 0.24727, "top5_acc": 0.525, "loss_cls": 3.26353, "loss": 3.26353, "grad_norm": 3.78871, "time": 2.03593}
{"mode": "train", "epoch": 5, "iter": 580, "lr": 0.02, "memory": 10966, "data_time": 0.51524, "top1_acc": 0.26055, "top5_acc": 0.53984, "loss_cls": 3.19105, "loss": 3.19105, "grad_norm": 3.90131, "time": 2.19446}
{"mode": "train", "epoch": 5, "iter": 600, "lr": 0.02, "memory": 10966, "data_time": 0.74219, "top1_acc": 0.24805, "top5_acc": 0.51055, "loss_cls": 3.29134, "loss": 3.29134, "grad_norm": 3.89769, "time": 1.98525}
{"mode": "train", "epoch": 5, "iter": 620, "lr": 0.02, "memory": 10966, "data_time": 0.11069, "top1_acc": 0.22969, "top5_acc": 0.51406, "loss_cls": 3.3057, "loss": 3.3057, "grad_norm": 3.97523, "time": 2.03158}
{"mode": "train", "epoch": 5, "iter": 640, "lr": 0.02, "memory": 10966, "data_time": 0.00266, "top1_acc": 0.24844, "top5_acc": 0.52266, "loss_cls": 3.24438, "loss": 3.24438, "grad_norm": 3.79486, "time": 2.08903}
{"mode": "train", "epoch": 5, "iter": 660, "lr": 0.02, "memory": 10966, "data_time": 0.00457, "top1_acc": 0.26016, "top5_acc": 0.53594, "loss_cls": 3.19834, "loss": 3.19834, "grad_norm": 3.80133, "time": 2.06116}
{"mode": "train", "epoch": 5, "iter": 680, "lr": 0.02, "memory": 10966, "data_time": 0.0017, "top1_acc": 0.25781, "top5_acc": 0.54023, "loss_cls": 3.18498, "loss": 3.18498, "grad_norm": 3.8245, "time": 2.08809}
{"mode": "train", "epoch": 5, "iter": 700, "lr": 0.02, "memory": 10966, "data_time": 0.0029, "top1_acc": 0.25117, "top5_acc": 0.52734, "loss_cls": 3.19766, "loss": 3.19766, "grad_norm": 3.79896, "time": 2.19335}
{"mode": "train", "epoch": 5, "iter": 720, "lr": 0.02, "memory": 10966, "data_time": 0.00725, "top1_acc": 0.25586, "top5_acc": 0.52734, "loss_cls": 3.22175, "loss": 3.22175, "grad_norm": 3.77938, "time": 1.97538}
{"mode": "train", "epoch": 5, "iter": 740, "lr": 0.02, "memory": 10966, "data_time": 0.14586, "top1_acc": 0.24922, "top5_acc": 0.5332, "loss_cls": 3.24507, "loss": 3.24507, "grad_norm": 3.69077, "time": 2.13577}
{"mode": "train", "epoch": 5, "iter": 760, "lr": 0.02, "memory": 10966, "data_time": 0.01505, "top1_acc": 0.23867, "top5_acc": 0.51992, "loss_cls": 3.24209, "loss": 3.24209, "grad_norm": 3.83598, "time": 2.12345}
{"mode": "train", "epoch": 5, "iter": 780, "lr": 0.02, "memory": 10966, "data_time": 0.00493, "top1_acc": 0.26875, "top5_acc": 0.53281, "loss_cls": 3.1795, "loss": 3.1795, "grad_norm": 3.85774, "time": 2.07584}
{"mode": "train", "epoch": 5, "iter": 800, "lr": 0.02, "memory": 10966, "data_time": 0.05849, "top1_acc": 0.23867, "top5_acc": 0.52305, "loss_cls": 3.30053, "loss": 3.30053, "grad_norm": 3.7936, "time": 1.91657}
{"mode": "train", "epoch": 5, "iter": 820, "lr": 0.02, "memory": 10966, "data_time": 0.00292, "top1_acc": 0.24062, "top5_acc": 0.51328, "loss_cls": 3.28283, "loss": 3.28283, "grad_norm": 3.91149, "time": 2.07854}
{"mode": "train", "epoch": 5, "iter": 840, "lr": 0.02, "memory": 10966, "data_time": 0.00469, "top1_acc": 0.24375, "top5_acc": 0.52969, "loss_cls": 3.21518, "loss": 3.21518, "grad_norm": 3.80375, "time": 2.11686}
{"mode": "train", "epoch": 5, "iter": 860, "lr": 0.02, "memory": 10966, "data_time": 0.00584, "top1_acc": 0.25625, "top5_acc": 0.53203, "loss_cls": 3.21032, "loss": 3.21032, "grad_norm": 3.94133, "time": 2.06611}
{"mode": "train", "epoch": 5, "iter": 880, "lr": 0.02, "memory": 10966, "data_time": 0.00396, "top1_acc": 0.25352, "top5_acc": 0.52812, "loss_cls": 3.18929, "loss": 3.18929, "grad_norm": 3.84839, "time": 2.12342}
{"mode": "train", "epoch": 5, "iter": 900, "lr": 0.02, "memory": 10966, "data_time": 0.04126, "top1_acc": 0.25039, "top5_acc": 0.52734, "loss_cls": 3.21652, "loss": 3.21652, "grad_norm": 3.77327, "time": 2.12712}
{"mode": "train", "epoch": 5, "iter": 920, "lr": 0.02, "memory": 10966, "data_time": 0.01417, "top1_acc": 0.26055, "top5_acc": 0.5457, "loss_cls": 3.19771, "loss": 3.19771, "grad_norm": 3.80977, "time": 2.10661}
{"mode": "train", "epoch": 5, "iter": 940, "lr": 0.02, "memory": 10966, "data_time": 0.00394, "top1_acc": 0.2457, "top5_acc": 0.52734, "loss_cls": 3.25066, "loss": 3.25066, "grad_norm": 3.83734, "time": 2.04839}
{"mode": "train", "epoch": 5, "iter": 960, "lr": 0.02, "memory": 10966, "data_time": 0.00263, "top1_acc": 0.25273, "top5_acc": 0.54062, "loss_cls": 3.182, "loss": 3.182, "grad_norm": 3.81633, "time": 2.13818}
{"mode": "train", "epoch": 5, "iter": 980, "lr": 0.02, "memory": 10966, "data_time": 0.00597, "top1_acc": 0.25273, "top5_acc": 0.51562, "loss_cls": 3.23423, "loss": 3.23423, "grad_norm": 3.6416, "time": 2.05207}
{"mode": "train", "epoch": 5, "iter": 1000, "lr": 0.02, "memory": 10966, "data_time": 0.69118, "top1_acc": 0.2582, "top5_acc": 0.54102, "loss_cls": 3.16753, "loss": 3.16753, "grad_norm": 3.75514, "time": 2.09902}
{"mode": "train", "epoch": 5, "iter": 1020, "lr": 0.02, "memory": 10966, "data_time": 0.34224, "top1_acc": 0.25664, "top5_acc": 0.52344, "loss_cls": 3.23484, "loss": 3.23484, "grad_norm": 3.93932, "time": 2.06392}
{"mode": "train", "epoch": 5, "iter": 1040, "lr": 0.02, "memory": 10966, "data_time": 0.00109, "top1_acc": 0.25195, "top5_acc": 0.54727, "loss_cls": 3.14495, "loss": 3.14495, "grad_norm": 3.70437, "time": 2.11742}
{"mode": "train", "epoch": 5, "iter": 1060, "lr": 0.02, "memory": 10966, "data_time": 0.00462, "top1_acc": 0.27227, "top5_acc": 0.5543, "loss_cls": 3.11145, "loss": 3.11145, "grad_norm": 3.77393, "time": 2.10299}
{"mode": "train", "epoch": 5, "iter": 1080, "lr": 0.02, "memory": 10966, "data_time": 0.20217, "top1_acc": 0.23945, "top5_acc": 0.52539, "loss_cls": 3.2127, "loss": 3.2127, "grad_norm": 3.83286, "time": 1.99664}
{"mode": "train", "epoch": 5, "iter": 1100, "lr": 0.02, "memory": 10966, "data_time": 0.12509, "top1_acc": 0.24062, "top5_acc": 0.525, "loss_cls": 3.23739, "loss": 3.23739, "grad_norm": 3.86982, "time": 1.95394}
{"mode": "train", "epoch": 5, "iter": 1120, "lr": 0.02, "memory": 10966, "data_time": 0.36932, "top1_acc": 0.24297, "top5_acc": 0.52188, "loss_cls": 3.25274, "loss": 3.25274, "grad_norm": 3.87922, "time": 2.08722}
{"mode": "train", "epoch": 5, "iter": 1140, "lr": 0.02, "memory": 10966, "data_time": 0.00189, "top1_acc": 0.2625, "top5_acc": 0.53672, "loss_cls": 3.1683, "loss": 3.1683, "grad_norm": 3.74725, "time": 2.17593}
{"mode": "train", "epoch": 5, "iter": 1160, "lr": 0.02, "memory": 10966, "data_time": 0.00271, "top1_acc": 0.27109, "top5_acc": 0.5418, "loss_cls": 3.16453, "loss": 3.16453, "grad_norm": 3.77353, "time": 2.05949}
{"mode": "train", "epoch": 5, "iter": 1180, "lr": 0.02, "memory": 10966, "data_time": 0.00272, "top1_acc": 0.25078, "top5_acc": 0.5332, "loss_cls": 3.19702, "loss": 3.19702, "grad_norm": 3.86917, "time": 2.105}
{"mode": "train", "epoch": 5, "iter": 1200, "lr": 0.02, "memory": 10966, "data_time": 0.00156, "top1_acc": 0.25664, "top5_acc": 0.53047, "loss_cls": 3.23718, "loss": 3.23718, "grad_norm": 3.83833, "time": 2.156}
{"mode": "train", "epoch": 5, "iter": 1220, "lr": 0.02, "memory": 10966, "data_time": 0.00164, "top1_acc": 0.24805, "top5_acc": 0.53164, "loss_cls": 3.20925, "loss": 3.20925, "grad_norm": 3.76901, "time": 2.06424}
{"mode": "train", "epoch": 5, "iter": 1240, "lr": 0.02, "memory": 10966, "data_time": 0.37609, "top1_acc": 0.24961, "top5_acc": 0.52891, "loss_cls": 3.19519, "loss": 3.19519, "grad_norm": 3.8709, "time": 2.01785}
{"mode": "train", "epoch": 5, "iter": 1260, "lr": 0.02, "memory": 10966, "data_time": 0.46189, "top1_acc": 0.24023, "top5_acc": 0.52617, "loss_cls": 3.24355, "loss": 3.24355, "grad_norm": 3.85482, "time": 2.05955}
{"mode": "train", "epoch": 5, "iter": 1280, "lr": 0.02, "memory": 10966, "data_time": 0.17838, "top1_acc": 0.2625, "top5_acc": 0.55586, "loss_cls": 3.1645, "loss": 3.1645, "grad_norm": 3.8289, "time": 2.02766}
{"mode": "train", "epoch": 5, "iter": 1300, "lr": 0.02, "memory": 10966, "data_time": 0.00448, "top1_acc": 0.26758, "top5_acc": 0.54805, "loss_cls": 3.15071, "loss": 3.15071, "grad_norm": 3.82371, "time": 2.08415}
{"mode": "train", "epoch": 5, "iter": 1320, "lr": 0.02, "memory": 10966, "data_time": 0.03456, "top1_acc": 0.27262, "top5_acc": 0.54881, "loss_cls": 3.17883, "loss": 3.17883, "grad_norm": 3.87914, "time": 1.91342}
{"mode": "val", "epoch": 5, "iter": 1320, "lr": 0.02, "top1_acc": 0.22327, "top5_acc": 0.50745, "mean_class_accuracy": 0.16184}
{"mode": "train", "epoch": 6, "iter": 20, "lr": 0.02, "memory": 10966, "data_time": 6.44741, "top1_acc": 0.2793, "top5_acc": 0.55547, "loss_cls": 3.09599, "loss": 3.09599, "grad_norm": 3.90773, "time": 8.19782}
{"mode": "train", "epoch": 6, "iter": 40, "lr": 0.02, "memory": 10966, "data_time": 0.03563, "top1_acc": 0.2668, "top5_acc": 0.54766, "loss_cls": 3.16189, "loss": 3.16189, "grad_norm": 3.90814, "time": 2.06819}
{"mode": "train", "epoch": 6, "iter": 60, "lr": 0.02, "memory": 10966, "data_time": 0.00562, "top1_acc": 0.26602, "top5_acc": 0.55234, "loss_cls": 3.13398, "loss": 3.13398, "grad_norm": 3.76196, "time": 2.13193}
{"mode": "train", "epoch": 6, "iter": 80, "lr": 0.02, "memory": 10966, "data_time": 0.01808, "top1_acc": 0.25547, "top5_acc": 0.54453, "loss_cls": 3.11311, "loss": 3.11311, "grad_norm": 3.9027, "time": 2.03472}
{"mode": "train", "epoch": 6, "iter": 100, "lr": 0.02, "memory": 10966, "data_time": 0.01797, "top1_acc": 0.26914, "top5_acc": 0.54727, "loss_cls": 3.12355, "loss": 3.12355, "grad_norm": 3.81898, "time": 2.1204}
{"mode": "train", "epoch": 6, "iter": 120, "lr": 0.02, "memory": 10966, "data_time": 0.00308, "top1_acc": 0.27187, "top5_acc": 0.55859, "loss_cls": 3.08326, "loss": 3.08326, "grad_norm": 3.88911, "time": 2.07834}
{"mode": "train", "epoch": 6, "iter": 140, "lr": 0.02, "memory": 10966, "data_time": 0.41085, "top1_acc": 0.25312, "top5_acc": 0.54727, "loss_cls": 3.15659, "loss": 3.15659, "grad_norm": 3.85249, "time": 2.12684}
{"mode": "train", "epoch": 6, "iter": 160, "lr": 0.02, "memory": 10966, "data_time": 1.18283, "top1_acc": 0.26836, "top5_acc": 0.5582, "loss_cls": 3.09788, "loss": 3.09788, "grad_norm": 3.80256, "time": 2.16458}
{"mode": "train", "epoch": 6, "iter": 180, "lr": 0.02, "memory": 10966, "data_time": 0.43141, "top1_acc": 0.24922, "top5_acc": 0.52578, "loss_cls": 3.1874, "loss": 3.1874, "grad_norm": 4.03431, "time": 1.96444}
{"mode": "train", "epoch": 6, "iter": 200, "lr": 0.02, "memory": 10966, "data_time": 0.77593, "top1_acc": 0.28047, "top5_acc": 0.56602, "loss_cls": 3.07387, "loss": 3.07387, "grad_norm": 3.87594, "time": 2.04268}
{"mode": "train", "epoch": 6, "iter": 220, "lr": 0.02, "memory": 10966, "data_time": 0.00285, "top1_acc": 0.25664, "top5_acc": 0.53828, "loss_cls": 3.20185, "loss": 3.20185, "grad_norm": 3.91848, "time": 2.02852}
{"mode": "train", "epoch": 6, "iter": 240, "lr": 0.02, "memory": 10966, "data_time": 0.02613, "top1_acc": 0.25508, "top5_acc": 0.53516, "loss_cls": 3.20446, "loss": 3.20446, "grad_norm": 3.99749, "time": 2.1301}
{"mode": "train", "epoch": 6, "iter": 260, "lr": 0.02, "memory": 10966, "data_time": 0.17668, "top1_acc": 0.27891, "top5_acc": 0.55, "loss_cls": 3.09498, "loss": 3.09498, "grad_norm": 3.84277, "time": 2.0611}
{"mode": "train", "epoch": 6, "iter": 280, "lr": 0.02, "memory": 10966, "data_time": 0.00327, "top1_acc": 0.2582, "top5_acc": 0.54258, "loss_cls": 3.1849, "loss": 3.1849, "grad_norm": 3.83428, "time": 1.99446}
{"mode": "train", "epoch": 6, "iter": 300, "lr": 0.02, "memory": 10966, "data_time": 0.04186, "top1_acc": 0.25703, "top5_acc": 0.56719, "loss_cls": 3.12563, "loss": 3.12563, "grad_norm": 3.85873, "time": 2.18152}
{"mode": "train", "epoch": 6, "iter": 320, "lr": 0.02, "memory": 10966, "data_time": 0.00365, "top1_acc": 0.26289, "top5_acc": 0.54375, "loss_cls": 3.1439, "loss": 3.1439, "grad_norm": 3.91758, "time": 2.0164}
{"mode": "train", "epoch": 6, "iter": 340, "lr": 0.02, "memory": 10966, "data_time": 0.00258, "top1_acc": 0.26914, "top5_acc": 0.55898, "loss_cls": 3.11264, "loss": 3.11264, "grad_norm": 3.91741, "time": 2.08987}
{"mode": "train", "epoch": 6, "iter": 360, "lr": 0.02, "memory": 10966, "data_time": 0.00226, "top1_acc": 0.26602, "top5_acc": 0.55547, "loss_cls": 3.07733, "loss": 3.07733, "grad_norm": 3.78893, "time": 1.95861}
{"mode": "train", "epoch": 6, "iter": 380, "lr": 0.02, "memory": 10966, "data_time": 0.01176, "top1_acc": 0.25781, "top5_acc": 0.54961, "loss_cls": 3.14245, "loss": 3.14245, "grad_norm": 3.81172, "time": 2.11745}
{"mode": "train", "epoch": 6, "iter": 400, "lr": 0.02, "memory": 10966, "data_time": 0.00405, "top1_acc": 0.25039, "top5_acc": 0.54414, "loss_cls": 3.13972, "loss": 3.13972, "grad_norm": 3.86821, "time": 2.07333}
{"mode": "train", "epoch": 6, "iter": 420, "lr": 0.02, "memory": 10966, "data_time": 0.07461, "top1_acc": 0.26367, "top5_acc": 0.54258, "loss_cls": 3.17038, "loss": 3.17038, "grad_norm": 3.86072, "time": 2.15561}
{"mode": "train", "epoch": 6, "iter": 440, "lr": 0.02, "memory": 10966, "data_time": 0.15582, "top1_acc": 0.2625, "top5_acc": 0.54336, "loss_cls": 3.12494, "loss": 3.12494, "grad_norm": 3.88272, "time": 2.01773}
{"mode": "train", "epoch": 6, "iter": 460, "lr": 0.02, "memory": 10966, "data_time": 0.00966, "top1_acc": 0.26641, "top5_acc": 0.54531, "loss_cls": 3.15517, "loss": 3.15517, "grad_norm": 3.83667, "time": 2.06091}
{"mode": "train", "epoch": 6, "iter": 480, "lr": 0.02, "memory": 10966, "data_time": 0.00196, "top1_acc": 0.25938, "top5_acc": 0.54219, "loss_cls": 3.11568, "loss": 3.11568, "grad_norm": 3.78816, "time": 2.0351}
{"mode": "train", "epoch": 6, "iter": 500, "lr": 0.02, "memory": 10966, "data_time": 0.22863, "top1_acc": 0.26836, "top5_acc": 0.55, "loss_cls": 3.117, "loss": 3.117, "grad_norm": 3.84507, "time": 1.99776}
{"mode": "train", "epoch": 6, "iter": 520, "lr": 0.02, "memory": 10966, "data_time": 0.40761, "top1_acc": 0.2582, "top5_acc": 0.54375, "loss_cls": 3.12371, "loss": 3.12371, "grad_norm": 3.85046, "time": 2.09055}
{"mode": "train", "epoch": 6, "iter": 540, "lr": 0.02, "memory": 10966, "data_time": 0.04721, "top1_acc": 0.26523, "top5_acc": 0.53164, "loss_cls": 3.13154, "loss": 3.13154, "grad_norm": 3.87296, "time": 2.05644}
{"mode": "train", "epoch": 6, "iter": 560, "lr": 0.02, "memory": 10966, "data_time": 0.01303, "top1_acc": 0.25156, "top5_acc": 0.53789, "loss_cls": 3.20559, "loss": 3.20559, "grad_norm": 3.85023, "time": 2.0165}
{"mode": "train", "epoch": 6, "iter": 580, "lr": 0.02, "memory": 10966, "data_time": 0.03226, "top1_acc": 0.27344, "top5_acc": 0.54844, "loss_cls": 3.12859, "loss": 3.12859, "grad_norm": 3.85353, "time": 2.12341}
{"mode": "train", "epoch": 6, "iter": 600, "lr": 0.02, "memory": 10966, "data_time": 0.00835, "top1_acc": 0.27617, "top5_acc": 0.55703, "loss_cls": 3.10083, "loss": 3.10083, "grad_norm": 3.76516, "time": 2.1075}
{"mode": "train", "epoch": 6, "iter": 620, "lr": 0.02, "memory": 10966, "data_time": 0.00964, "top1_acc": 0.26211, "top5_acc": 0.55547, "loss_cls": 3.17064, "loss": 3.17064, "grad_norm": 3.83559, "time": 2.0821}
{"mode": "train", "epoch": 6, "iter": 640, "lr": 0.02, "memory": 10966, "data_time": 0.0067, "top1_acc": 0.25898, "top5_acc": 0.53633, "loss_cls": 3.14139, "loss": 3.14139, "grad_norm": 3.82105, "time": 2.22673}
{"mode": "train", "epoch": 6, "iter": 660, "lr": 0.02, "memory": 10966, "data_time": 0.01206, "top1_acc": 0.27461, "top5_acc": 0.55195, "loss_cls": 3.13121, "loss": 3.13121, "grad_norm": 3.89298, "time": 2.21345}
{"mode": "train", "epoch": 6, "iter": 680, "lr": 0.02, "memory": 10966, "data_time": 0.00982, "top1_acc": 0.27187, "top5_acc": 0.55742, "loss_cls": 3.07024, "loss": 3.07024, "grad_norm": 3.82615, "time": 1.89211}
{"mode": "train", "epoch": 6, "iter": 700, "lr": 0.02, "memory": 10966, "data_time": 0.00914, "top1_acc": 0.26719, "top5_acc": 0.54375, "loss_cls": 3.14329, "loss": 3.14329, "grad_norm": 3.84142, "time": 2.05508}
{"mode": "train", "epoch": 6, "iter": 720, "lr": 0.02, "memory": 10966, "data_time": 0.01546, "top1_acc": 0.26289, "top5_acc": 0.55547, "loss_cls": 3.13849, "loss": 3.13849, "grad_norm": 3.7929, "time": 2.02473}
{"mode": "train", "epoch": 6, "iter": 740, "lr": 0.02, "memory": 10966, "data_time": 0.01145, "top1_acc": 0.27344, "top5_acc": 0.55352, "loss_cls": 3.10606, "loss": 3.10606, "grad_norm": 3.75281, "time": 2.12379}
{"mode": "train", "epoch": 6, "iter": 760, "lr": 0.02, "memory": 10966, "data_time": 0.01189, "top1_acc": 0.27891, "top5_acc": 0.54648, "loss_cls": 3.11444, "loss": 3.11444, "grad_norm": 3.78135, "time": 2.10262}
{"mode": "train", "epoch": 6, "iter": 780, "lr": 0.02, "memory": 10966, "data_time": 0.47291, "top1_acc": 0.27617, "top5_acc": 0.55156, "loss_cls": 3.10441, "loss": 3.10441, "grad_norm": 3.78469, "time": 2.07152}
{"mode": "train", "epoch": 6, "iter": 800, "lr": 0.02, "memory": 10966, "data_time": 0.04392, "top1_acc": 0.26328, "top5_acc": 0.54648, "loss_cls": 3.14648, "loss": 3.14648, "grad_norm": 3.75905, "time": 2.09043}
{"mode": "train", "epoch": 6, "iter": 820, "lr": 0.02, "memory": 10966, "data_time": 0.01771, "top1_acc": 0.27383, "top5_acc": 0.54961, "loss_cls": 3.09621, "loss": 3.09621, "grad_norm": 3.89085, "time": 2.13848}
{"mode": "train", "epoch": 6, "iter": 840, "lr": 0.02, "memory": 10966, "data_time": 0.01071, "top1_acc": 0.28711, "top5_acc": 0.5582, "loss_cls": 3.08637, "loss": 3.08637, "grad_norm": 3.83422, "time": 2.16467}
{"mode": "train", "epoch": 6, "iter": 860, "lr": 0.02, "memory": 10966, "data_time": 0.00751, "top1_acc": 0.26016, "top5_acc": 0.52695, "loss_cls": 3.17167, "loss": 3.17167, "grad_norm": 3.77605, "time": 2.04335}
{"mode": "train", "epoch": 6, "iter": 880, "lr": 0.02, "memory": 10966, "data_time": 0.06028, "top1_acc": 0.26836, "top5_acc": 0.55312, "loss_cls": 3.14073, "loss": 3.14073, "grad_norm": 3.81243, "time": 2.15032}
{"mode": "train", "epoch": 6, "iter": 900, "lr": 0.02, "memory": 10966, "data_time": 0.30717, "top1_acc": 0.25508, "top5_acc": 0.5375, "loss_cls": 3.19107, "loss": 3.19107, "grad_norm": 3.90986, "time": 2.06213}
{"mode": "train", "epoch": 6, "iter": 920, "lr": 0.02, "memory": 10966, "data_time": 0.30678, "top1_acc": 0.27773, "top5_acc": 0.55156, "loss_cls": 3.08283, "loss": 3.08283, "grad_norm": 3.85423, "time": 1.97757}
{"mode": "train", "epoch": 6, "iter": 940, "lr": 0.02, "memory": 10966, "data_time": 0.45808, "top1_acc": 0.27344, "top5_acc": 0.55234, "loss_cls": 3.08028, "loss": 3.08028, "grad_norm": 3.83483, "time": 2.0462}
{"mode": "train", "epoch": 6, "iter": 960, "lr": 0.02, "memory": 10966, "data_time": 0.01324, "top1_acc": 0.26836, "top5_acc": 0.55508, "loss_cls": 3.10872, "loss": 3.10872, "grad_norm": 3.84187, "time": 2.26416}
{"mode": "train", "epoch": 6, "iter": 980, "lr": 0.02, "memory": 10966, "data_time": 0.01036, "top1_acc": 0.26016, "top5_acc": 0.54375, "loss_cls": 3.14656, "loss": 3.14656, "grad_norm": 3.88931, "time": 1.96349}
{"mode": "train", "epoch": 6, "iter": 1000, "lr": 0.02, "memory": 10966, "data_time": 0.00321, "top1_acc": 0.26406, "top5_acc": 0.54805, "loss_cls": 3.14336, "loss": 3.14336, "grad_norm": 3.91791, "time": 2.20622}
{"mode": "train", "epoch": 6, "iter": 1020, "lr": 0.02, "memory": 10966, "data_time": 0.01086, "top1_acc": 0.25312, "top5_acc": 0.53516, "loss_cls": 3.17452, "loss": 3.17452, "grad_norm": 3.96499, "time": 2.09183}
{"mode": "train", "epoch": 6, "iter": 1040, "lr": 0.02, "memory": 10966, "data_time": 0.00423, "top1_acc": 0.27734, "top5_acc": 0.55195, "loss_cls": 3.09999, "loss": 3.09999, "grad_norm": 3.75772, "time": 2.09929}
{"mode": "train", "epoch": 6, "iter": 1060, "lr": 0.02, "memory": 10966, "data_time": 0.01153, "top1_acc": 0.26836, "top5_acc": 0.54727, "loss_cls": 3.11939, "loss": 3.11939, "grad_norm": 3.79218, "time": 2.04453}
{"mode": "train", "epoch": 6, "iter": 1080, "lr": 0.02, "memory": 10966, "data_time": 0.12783, "top1_acc": 0.28086, "top5_acc": 0.56289, "loss_cls": 3.06778, "loss": 3.06778, "grad_norm": 3.77638, "time": 2.03998}
{"mode": "train", "epoch": 6, "iter": 1100, "lr": 0.02, "memory": 10966, "data_time": 0.00368, "top1_acc": 0.26875, "top5_acc": 0.55312, "loss_cls": 3.15863, "loss": 3.15863, "grad_norm": 3.92762, "time": 1.93197}
{"mode": "train", "epoch": 6, "iter": 1120, "lr": 0.02, "memory": 10966, "data_time": 0.09862, "top1_acc": 0.25938, "top5_acc": 0.54492, "loss_cls": 3.18108, "loss": 3.18108, "grad_norm": 3.80371, "time": 2.11555}
{"mode": "train", "epoch": 6, "iter": 1140, "lr": 0.02, "memory": 10966, "data_time": 0.00407, "top1_acc": 0.27187, "top5_acc": 0.54453, "loss_cls": 3.13341, "loss": 3.13341, "grad_norm": 3.8225, "time": 2.14857}
{"mode": "train", "epoch": 6, "iter": 1160, "lr": 0.02, "memory": 10966, "data_time": 0.01858, "top1_acc": 0.27656, "top5_acc": 0.55937, "loss_cls": 3.0668, "loss": 3.0668, "grad_norm": 3.78133, "time": 2.06943}
{"mode": "train", "epoch": 6, "iter": 1180, "lr": 0.02, "memory": 10966, "data_time": 0.00336, "top1_acc": 0.26211, "top5_acc": 0.56875, "loss_cls": 3.07384, "loss": 3.07384, "grad_norm": 3.80997, "time": 2.08992}
{"mode": "train", "epoch": 6, "iter": 1200, "lr": 0.02, "memory": 10966, "data_time": 0.00746, "top1_acc": 0.275, "top5_acc": 0.55977, "loss_cls": 3.04937, "loss": 3.04937, "grad_norm": 3.76453, "time": 2.08914}
{"mode": "train", "epoch": 6, "iter": 1220, "lr": 0.02, "memory": 10966, "data_time": 0.00492, "top1_acc": 0.27148, "top5_acc": 0.54805, "loss_cls": 3.12616, "loss": 3.12616, "grad_norm": 3.80978, "time": 2.1595}
{"mode": "train", "epoch": 6, "iter": 1240, "lr": 0.02, "memory": 10966, "data_time": 0.28549, "top1_acc": 0.28008, "top5_acc": 0.55117, "loss_cls": 3.11226, "loss": 3.11226, "grad_norm": 3.91222, "time": 1.90513}
{"mode": "train", "epoch": 6, "iter": 1260, "lr": 0.02, "memory": 10966, "data_time": 0.06019, "top1_acc": 0.26211, "top5_acc": 0.54805, "loss_cls": 3.13313, "loss": 3.13313, "grad_norm": 3.93377, "time": 2.18507}
{"mode": "train", "epoch": 6, "iter": 1280, "lr": 0.02, "memory": 10966, "data_time": 0.04427, "top1_acc": 0.25195, "top5_acc": 0.55156, "loss_cls": 3.16491, "loss": 3.16491, "grad_norm": 3.90079, "time": 2.11047}
{"mode": "train", "epoch": 6, "iter": 1300, "lr": 0.02, "memory": 10966, "data_time": 0.00558, "top1_acc": 0.27148, "top5_acc": 0.55937, "loss_cls": 3.10556, "loss": 3.10556, "grad_norm": 3.76612, "time": 2.08118}
{"mode": "train", "epoch": 6, "iter": 1320, "lr": 0.02, "memory": 10966, "data_time": 0.00536, "top1_acc": 0.27024, "top5_acc": 0.54802, "loss_cls": 3.09847, "loss": 3.09847, "grad_norm": 3.87085, "time": 1.96161}
{"mode": "val", "epoch": 6, "iter": 1320, "lr": 0.02, "top1_acc": 0.21052, "top5_acc": 0.48549, "mean_class_accuracy": 0.15292}
{"mode": "train", "epoch": 7, "iter": 20, "lr": 0.02, "memory": 10966, "data_time": 4.85159, "top1_acc": 0.26797, "top5_acc": 0.56406, "loss_cls": 3.08754, "loss": 3.08754, "grad_norm": 3.75495, "time": 6.69438}
{"mode": "train", "epoch": 7, "iter": 40, "lr": 0.02, "memory": 10966, "data_time": 0.13277, "top1_acc": 0.28633, "top5_acc": 0.55664, "loss_cls": 3.06853, "loss": 3.06853, "grad_norm": 3.76668, "time": 2.22362}
{"mode": "train", "epoch": 7, "iter": 60, "lr": 0.02, "memory": 10966, "data_time": 0.01426, "top1_acc": 0.28867, "top5_acc": 0.57695, "loss_cls": 3.02444, "loss": 3.02444, "grad_norm": 3.81612, "time": 1.92369}
{"mode": "train", "epoch": 7, "iter": 80, "lr": 0.02, "memory": 10966, "data_time": 0.02971, "top1_acc": 0.27461, "top5_acc": 0.55859, "loss_cls": 3.06407, "loss": 3.06407, "grad_norm": 3.89508, "time": 2.20375}
{"mode": "train", "epoch": 7, "iter": 100, "lr": 0.02, "memory": 10966, "data_time": 0.0031, "top1_acc": 0.29023, "top5_acc": 0.56797, "loss_cls": 3.03817, "loss": 3.03817, "grad_norm": 3.86448, "time": 2.0556}
{"mode": "train", "epoch": 7, "iter": 120, "lr": 0.02, "memory": 10966, "data_time": 0.00547, "top1_acc": 0.27305, "top5_acc": 0.57148, "loss_cls": 3.02888, "loss": 3.02888, "grad_norm": 3.83141, "time": 2.12213}
{"mode": "train", "epoch": 7, "iter": 140, "lr": 0.02, "memory": 10966, "data_time": 0.00298, "top1_acc": 0.27695, "top5_acc": 0.5625, "loss_cls": 3.07006, "loss": 3.07006, "grad_norm": 3.83163, "time": 2.00179}
{"mode": "train", "epoch": 7, "iter": 160, "lr": 0.02, "memory": 10966, "data_time": 0.57096, "top1_acc": 0.27578, "top5_acc": 0.55937, "loss_cls": 3.08306, "loss": 3.08306, "grad_norm": 3.77571, "time": 2.10438}
{"mode": "train", "epoch": 7, "iter": 180, "lr": 0.02, "memory": 10966, "data_time": 0.00376, "top1_acc": 0.27617, "top5_acc": 0.56758, "loss_cls": 3.04064, "loss": 3.04064, "grad_norm": 3.80312, "time": 2.00632}
{"mode": "train", "epoch": 7, "iter": 200, "lr": 0.02, "memory": 10966, "data_time": 0.05941, "top1_acc": 0.27812, "top5_acc": 0.56484, "loss_cls": 3.03447, "loss": 3.03447, "grad_norm": 3.87192, "time": 2.11682}
{"mode": "train", "epoch": 7, "iter": 220, "lr": 0.02, "memory": 10966, "data_time": 0.04539, "top1_acc": 0.29336, "top5_acc": 0.56992, "loss_cls": 3.0025, "loss": 3.0025, "grad_norm": 3.78905, "time": 2.00531}
{"mode": "train", "epoch": 7, "iter": 240, "lr": 0.02, "memory": 10966, "data_time": 0.00329, "top1_acc": 0.26875, "top5_acc": 0.56211, "loss_cls": 3.05208, "loss": 3.05208, "grad_norm": 3.89373, "time": 2.21276}
{"mode": "train", "epoch": 7, "iter": 260, "lr": 0.02, "memory": 10966, "data_time": 0.00288, "top1_acc": 0.28125, "top5_acc": 0.57305, "loss_cls": 3.04538, "loss": 3.04538, "grad_norm": 3.81088, "time": 2.01786}
{"mode": "train", "epoch": 7, "iter": 280, "lr": 0.02, "memory": 10966, "data_time": 0.0077, "top1_acc": 0.27266, "top5_acc": 0.56523, "loss_cls": 3.04053, "loss": 3.04053, "grad_norm": 3.88454, "time": 2.22351}
{"mode": "train", "epoch": 7, "iter": 300, "lr": 0.02, "memory": 10966, "data_time": 0.02462, "top1_acc": 0.29961, "top5_acc": 0.57578, "loss_cls": 2.96282, "loss": 2.96282, "grad_norm": 3.82563, "time": 1.94619}
{"mode": "train", "epoch": 7, "iter": 320, "lr": 0.02, "memory": 10966, "data_time": 0.19631, "top1_acc": 0.28008, "top5_acc": 0.5793, "loss_cls": 3.00003, "loss": 3.00003, "grad_norm": 3.90166, "time": 2.16281}
{"mode": "train", "epoch": 7, "iter": 340, "lr": 0.02, "memory": 10966, "data_time": 0.1746, "top1_acc": 0.28594, "top5_acc": 0.5625, "loss_cls": 3.03854, "loss": 3.03854, "grad_norm": 3.94326, "time": 2.06492}
{"mode": "train", "epoch": 7, "iter": 360, "lr": 0.02, "memory": 10966, "data_time": 0.48803, "top1_acc": 0.2793, "top5_acc": 0.57031, "loss_cls": 3.06932, "loss": 3.06932, "grad_norm": 3.92726, "time": 2.07632}
{"mode": "train", "epoch": 7, "iter": 380, "lr": 0.02, "memory": 10966, "data_time": 0.0872, "top1_acc": 0.26797, "top5_acc": 0.56602, "loss_cls": 3.06129, "loss": 3.06129, "grad_norm": 3.8069, "time": 2.06738}
{"mode": "train", "epoch": 7, "iter": 400, "lr": 0.02, "memory": 10966, "data_time": 0.02973, "top1_acc": 0.27969, "top5_acc": 0.56563, "loss_cls": 3.09254, "loss": 3.09254, "grad_norm": 3.87035, "time": 2.03731}
{"mode": "train", "epoch": 7, "iter": 420, "lr": 0.02, "memory": 10966, "data_time": 0.91412, "top1_acc": 0.27578, "top5_acc": 0.55664, "loss_cls": 3.13708, "loss": 3.13708, "grad_norm": 3.8293, "time": 2.2211}
{"mode": "train", "epoch": 7, "iter": 440, "lr": 0.02, "memory": 10966, "data_time": 1.2674, "top1_acc": 0.2832, "top5_acc": 0.57383, "loss_cls": 3.04641, "loss": 3.04641, "grad_norm": 3.80454, "time": 2.0012}
{"mode": "train", "epoch": 7, "iter": 460, "lr": 0.02, "memory": 10966, "data_time": 1.16322, "top1_acc": 0.28789, "top5_acc": 0.56602, "loss_cls": 3.0568, "loss": 3.0568, "grad_norm": 3.9235, "time": 2.08322}
{"mode": "train", "epoch": 7, "iter": 480, "lr": 0.02, "memory": 10966, "data_time": 0.34433, "top1_acc": 0.27148, "top5_acc": 0.55586, "loss_cls": 3.0961, "loss": 3.0961, "grad_norm": 3.93978, "time": 2.17448}
{"mode": "train", "epoch": 7, "iter": 500, "lr": 0.02, "memory": 10966, "data_time": 0.22637, "top1_acc": 0.27109, "top5_acc": 0.57305, "loss_cls": 3.07037, "loss": 3.07037, "grad_norm": 3.8824, "time": 2.01406}
{"mode": "train", "epoch": 7, "iter": 520, "lr": 0.02, "memory": 10966, "data_time": 1.17429, "top1_acc": 0.27305, "top5_acc": 0.55664, "loss_cls": 3.09166, "loss": 3.09166, "grad_norm": 3.84546, "time": 2.1387}
{"mode": "train", "epoch": 7, "iter": 540, "lr": 0.02, "memory": 10966, "data_time": 1.4568, "top1_acc": 0.27422, "top5_acc": 0.55547, "loss_cls": 3.0794, "loss": 3.0794, "grad_norm": 3.81526, "time": 2.07028}
{"mode": "train", "epoch": 7, "iter": 560, "lr": 0.02, "memory": 10966, "data_time": 1.19357, "top1_acc": 0.27383, "top5_acc": 0.56836, "loss_cls": 3.04498, "loss": 3.04498, "grad_norm": 3.77284, "time": 1.9989}
{"mode": "train", "epoch": 7, "iter": 580, "lr": 0.02, "memory": 10966, "data_time": 0.15057, "top1_acc": 0.27812, "top5_acc": 0.55742, "loss_cls": 3.03918, "loss": 3.03918, "grad_norm": 3.95521, "time": 2.2591}
{"mode": "train", "epoch": 7, "iter": 600, "lr": 0.02, "memory": 10966, "data_time": 0.00263, "top1_acc": 0.28164, "top5_acc": 0.56367, "loss_cls": 3.02274, "loss": 3.02274, "grad_norm": 3.83009, "time": 2.05254}
{"mode": "train", "epoch": 7, "iter": 620, "lr": 0.02, "memory": 10966, "data_time": 0.00513, "top1_acc": 0.27227, "top5_acc": 0.55625, "loss_cls": 3.09732, "loss": 3.09732, "grad_norm": 3.87111, "time": 1.98921}
{"mode": "train", "epoch": 7, "iter": 640, "lr": 0.02, "memory": 10966, "data_time": 0.0054, "top1_acc": 0.2918, "top5_acc": 0.56484, "loss_cls": 3.05784, "loss": 3.05784, "grad_norm": 3.80091, "time": 2.14513}
{"mode": "train", "epoch": 7, "iter": 660, "lr": 0.02, "memory": 10966, "data_time": 0.01501, "top1_acc": 0.28945, "top5_acc": 0.58906, "loss_cls": 2.96895, "loss": 2.96895, "grad_norm": 3.75253, "time": 2.01981}
{"mode": "train", "epoch": 7, "iter": 680, "lr": 0.02, "memory": 10966, "data_time": 0.24346, "top1_acc": 0.28398, "top5_acc": 0.55781, "loss_cls": 3.08138, "loss": 3.08138, "grad_norm": 3.82553, "time": 2.00859}
{"mode": "train", "epoch": 7, "iter": 700, "lr": 0.02, "memory": 10966, "data_time": 0.07593, "top1_acc": 0.27656, "top5_acc": 0.58164, "loss_cls": 3.01729, "loss": 3.01729, "grad_norm": 3.80805, "time": 2.18182}
{"mode": "train", "epoch": 7, "iter": 720, "lr": 0.02, "memory": 10966, "data_time": 0.23111, "top1_acc": 0.27187, "top5_acc": 0.55352, "loss_cls": 3.07388, "loss": 3.07388, "grad_norm": 3.8953, "time": 2.22016}
{"mode": "train", "epoch": 7, "iter": 740, "lr": 0.02, "memory": 10966, "data_time": 0.012, "top1_acc": 0.28906, "top5_acc": 0.56914, "loss_cls": 3.00071, "loss": 3.00071, "grad_norm": 3.82181, "time": 1.98027}
{"mode": "train", "epoch": 7, "iter": 760, "lr": 0.02, "memory": 10966, "data_time": 0.00808, "top1_acc": 0.27422, "top5_acc": 0.5707, "loss_cls": 3.05647, "loss": 3.05647, "grad_norm": 3.89908, "time": 2.07384}
{"mode": "train", "epoch": 7, "iter": 780, "lr": 0.02, "memory": 10966, "data_time": 0.00203, "top1_acc": 0.28711, "top5_acc": 0.55625, "loss_cls": 3.04467, "loss": 3.04467, "grad_norm": 3.9593, "time": 2.13047}
{"mode": "train", "epoch": 7, "iter": 800, "lr": 0.02, "memory": 10966, "data_time": 0.10413, "top1_acc": 0.27617, "top5_acc": 0.5543, "loss_cls": 3.10421, "loss": 3.10421, "grad_norm": 3.97761, "time": 1.976}
{"mode": "train", "epoch": 7, "iter": 820, "lr": 0.02, "memory": 10966, "data_time": 0.13282, "top1_acc": 0.2793, "top5_acc": 0.56133, "loss_cls": 3.05733, "loss": 3.05733, "grad_norm": 3.78036, "time": 2.11725}
{"mode": "train", "epoch": 7, "iter": 840, "lr": 0.02, "memory": 10966, "data_time": 0.24447, "top1_acc": 0.29102, "top5_acc": 0.56563, "loss_cls": 3.04025, "loss": 3.04025, "grad_norm": 3.79852, "time": 2.03536}
{"mode": "train", "epoch": 7, "iter": 860, "lr": 0.02, "memory": 10966, "data_time": 0.11528, "top1_acc": 0.27891, "top5_acc": 0.57852, "loss_cls": 3.0084, "loss": 3.0084, "grad_norm": 3.82237, "time": 2.09723}
{"mode": "train", "epoch": 7, "iter": 880, "lr": 0.02, "memory": 10966, "data_time": 0.00347, "top1_acc": 0.28086, "top5_acc": 0.57539, "loss_cls": 3.00169, "loss": 3.00169, "grad_norm": 3.77892, "time": 2.12825}
{"mode": "train", "epoch": 7, "iter": 900, "lr": 0.02, "memory": 10966, "data_time": 0.00365, "top1_acc": 0.27031, "top5_acc": 0.55391, "loss_cls": 3.0729, "loss": 3.0729, "grad_norm": 3.81329, "time": 2.04033}
{"mode": "train", "epoch": 7, "iter": 920, "lr": 0.02, "memory": 10966, "data_time": 0.0545, "top1_acc": 0.27266, "top5_acc": 0.56836, "loss_cls": 2.99917, "loss": 2.99917, "grad_norm": 3.74395, "time": 2.01284}
{"mode": "train", "epoch": 7, "iter": 940, "lr": 0.02, "memory": 10966, "data_time": 0.10075, "top1_acc": 0.27852, "top5_acc": 0.55625, "loss_cls": 3.02364, "loss": 3.02364, "grad_norm": 3.84365, "time": 2.02018}
{"mode": "train", "epoch": 7, "iter": 960, "lr": 0.02, "memory": 10966, "data_time": 0.00321, "top1_acc": 0.27422, "top5_acc": 0.55859, "loss_cls": 3.11053, "loss": 3.11053, "grad_norm": 3.87292, "time": 2.06626}
{"mode": "train", "epoch": 7, "iter": 980, "lr": 0.02, "memory": 10966, "data_time": 0.20096, "top1_acc": 0.28672, "top5_acc": 0.57539, "loss_cls": 3.0557, "loss": 3.0557, "grad_norm": 3.9232, "time": 2.10641}
{"mode": "train", "epoch": 7, "iter": 1000, "lr": 0.02, "memory": 10966, "data_time": 0.46036, "top1_acc": 0.29492, "top5_acc": 0.55898, "loss_cls": 3.07059, "loss": 3.07059, "grad_norm": 3.88736, "time": 2.08625}
{"mode": "train", "epoch": 7, "iter": 1020, "lr": 0.02, "memory": 10966, "data_time": 0.18276, "top1_acc": 0.27852, "top5_acc": 0.55859, "loss_cls": 3.0732, "loss": 3.0732, "grad_norm": 3.91951, "time": 2.10504}
{"mode": "train", "epoch": 7, "iter": 1040, "lr": 0.02, "memory": 10966, "data_time": 0.27686, "top1_acc": 0.29102, "top5_acc": 0.575, "loss_cls": 3.04703, "loss": 3.04703, "grad_norm": 3.86514, "time": 1.95447}
{"mode": "train", "epoch": 7, "iter": 1060, "lr": 0.02, "memory": 10966, "data_time": 0.07906, "top1_acc": 0.28125, "top5_acc": 0.56797, "loss_cls": 3.01896, "loss": 3.01896, "grad_norm": 3.87974, "time": 2.13566}
{"mode": "train", "epoch": 7, "iter": 1080, "lr": 0.02, "memory": 10966, "data_time": 0.00466, "top1_acc": 0.27148, "top5_acc": 0.54961, "loss_cls": 3.11195, "loss": 3.11195, "grad_norm": 3.86838, "time": 2.1297}
{"mode": "train", "epoch": 7, "iter": 1100, "lr": 0.02, "memory": 10966, "data_time": 0.00343, "top1_acc": 0.26758, "top5_acc": 0.55664, "loss_cls": 3.10013, "loss": 3.10013, "grad_norm": 3.89162, "time": 2.13664}
{"mode": "train", "epoch": 7, "iter": 1120, "lr": 0.02, "memory": 10966, "data_time": 0.1352, "top1_acc": 0.28594, "top5_acc": 0.57305, "loss_cls": 3.00825, "loss": 3.00825, "grad_norm": 3.82215, "time": 1.94554}
{"mode": "train", "epoch": 7, "iter": 1140, "lr": 0.02, "memory": 10966, "data_time": 0.0035, "top1_acc": 0.25977, "top5_acc": 0.54844, "loss_cls": 3.15808, "loss": 3.15808, "grad_norm": 3.88698, "time": 2.03195}
{"mode": "train", "epoch": 7, "iter": 1160, "lr": 0.02, "memory": 10966, "data_time": 0.09755, "top1_acc": 0.2832, "top5_acc": 0.56094, "loss_cls": 3.06626, "loss": 3.06626, "grad_norm": 3.78954, "time": 2.17671}
{"mode": "train", "epoch": 7, "iter": 1180, "lr": 0.02, "memory": 10966, "data_time": 0.00651, "top1_acc": 0.28516, "top5_acc": 0.57734, "loss_cls": 3.04824, "loss": 3.04824, "grad_norm": 3.79352, "time": 2.07693}
{"mode": "train", "epoch": 7, "iter": 1200, "lr": 0.02, "memory": 10966, "data_time": 0.00206, "top1_acc": 0.28945, "top5_acc": 0.56797, "loss_cls": 3.02857, "loss": 3.02857, "grad_norm": 3.84302, "time": 1.95827}
{"mode": "train", "epoch": 7, "iter": 1220, "lr": 0.02, "memory": 10966, "data_time": 0.00228, "top1_acc": 0.275, "top5_acc": 0.56328, "loss_cls": 3.065, "loss": 3.065, "grad_norm": 3.85815, "time": 2.1311}
{"mode": "train", "epoch": 7, "iter": 1240, "lr": 0.02, "memory": 10966, "data_time": 0.02237, "top1_acc": 0.28086, "top5_acc": 0.55039, "loss_cls": 3.06295, "loss": 3.06295, "grad_norm": 3.81121, "time": 2.07043}
{"mode": "train", "epoch": 7, "iter": 1260, "lr": 0.02, "memory": 10966, "data_time": 0.24415, "top1_acc": 0.29063, "top5_acc": 0.57148, "loss_cls": 3.03313, "loss": 3.03313, "grad_norm": 3.78309, "time": 1.92145}
{"mode": "train", "epoch": 7, "iter": 1280, "lr": 0.02, "memory": 10966, "data_time": 1.05407, "top1_acc": 0.2832, "top5_acc": 0.57773, "loss_cls": 3.02655, "loss": 3.02655, "grad_norm": 3.83137, "time": 2.05044}
{"mode": "train", "epoch": 7, "iter": 1300, "lr": 0.02, "memory": 10966, "data_time": 0.00175, "top1_acc": 0.27383, "top5_acc": 0.55781, "loss_cls": 3.07714, "loss": 3.07714, "grad_norm": 3.82711, "time": 2.14091}
{"mode": "train", "epoch": 7, "iter": 1320, "lr": 0.02, "memory": 10966, "data_time": 0.01368, "top1_acc": 0.28214, "top5_acc": 0.55357, "loss_cls": 3.06738, "loss": 3.06738, "grad_norm": 3.84847, "time": 1.93136}
{"mode": "val", "epoch": 7, "iter": 1320, "lr": 0.02, "top1_acc": 0.22476, "top5_acc": 0.50172, "mean_class_accuracy": 0.16567}
{"mode": "train", "epoch": 8, "iter": 20, "lr": 0.02, "memory": 10966, "data_time": 5.4241, "top1_acc": 0.30547, "top5_acc": 0.58594, "loss_cls": 2.95206, "loss": 2.95206, "grad_norm": 3.76036, "time": 6.66021}
{"mode": "train", "epoch": 8, "iter": 40, "lr": 0.02, "memory": 10966, "data_time": 0.56446, "top1_acc": 0.2832, "top5_acc": 0.56914, "loss_cls": 3.03621, "loss": 3.03621, "grad_norm": 3.96984, "time": 2.23237}
{"mode": "train", "epoch": 8, "iter": 60, "lr": 0.02, "memory": 10966, "data_time": 0.11467, "top1_acc": 0.29922, "top5_acc": 0.58281, "loss_cls": 2.93818, "loss": 2.93818, "grad_norm": 3.8296, "time": 1.96618}
{"mode": "train", "epoch": 8, "iter": 80, "lr": 0.02, "memory": 10966, "data_time": 0.48028, "top1_acc": 0.2832, "top5_acc": 0.575, "loss_cls": 3.04237, "loss": 3.04237, "grad_norm": 3.87497, "time": 2.00869}
{"mode": "train", "epoch": 8, "iter": 100, "lr": 0.02, "memory": 10966, "data_time": 0.4973, "top1_acc": 0.29727, "top5_acc": 0.57812, "loss_cls": 3.00486, "loss": 3.00486, "grad_norm": 3.85111, "time": 2.11636}
{"mode": "train", "epoch": 8, "iter": 120, "lr": 0.02, "memory": 10966, "data_time": 1.21436, "top1_acc": 0.27812, "top5_acc": 0.56484, "loss_cls": 3.03171, "loss": 3.03171, "grad_norm": 3.79639, "time": 2.19179}
{"mode": "train", "epoch": 8, "iter": 140, "lr": 0.02, "memory": 10966, "data_time": 1.04726, "top1_acc": 0.29453, "top5_acc": 0.57891, "loss_cls": 2.97188, "loss": 2.97188, "grad_norm": 3.78242, "time": 2.01088}
{"mode": "train", "epoch": 8, "iter": 160, "lr": 0.02, "memory": 10966, "data_time": 1.30968, "top1_acc": 0.28867, "top5_acc": 0.59258, "loss_cls": 2.94322, "loss": 2.94322, "grad_norm": 3.90676, "time": 2.07333}
{"mode": "train", "epoch": 8, "iter": 180, "lr": 0.02, "memory": 10966, "data_time": 0.27327, "top1_acc": 0.30664, "top5_acc": 0.57812, "loss_cls": 2.96139, "loss": 2.96139, "grad_norm": 3.87993, "time": 2.09269}
{"mode": "train", "epoch": 8, "iter": 200, "lr": 0.02, "memory": 10966, "data_time": 0.1035, "top1_acc": 0.29375, "top5_acc": 0.59023, "loss_cls": 2.99421, "loss": 2.99421, "grad_norm": 4.00379, "time": 2.08931}
{"mode": "train", "epoch": 8, "iter": 220, "lr": 0.02, "memory": 10966, "data_time": 0.99831, "top1_acc": 0.2875, "top5_acc": 0.56406, "loss_cls": 3.0131, "loss": 3.0131, "grad_norm": 3.85058, "time": 2.02474}
{"mode": "train", "epoch": 8, "iter": 240, "lr": 0.02, "memory": 10966, "data_time": 0.80042, "top1_acc": 0.29375, "top5_acc": 0.58086, "loss_cls": 2.96098, "loss": 2.96098, "grad_norm": 3.8908, "time": 2.12471}
{"mode": "train", "epoch": 8, "iter": 260, "lr": 0.02, "memory": 10966, "data_time": 0.14231, "top1_acc": 0.31055, "top5_acc": 0.59062, "loss_cls": 2.96775, "loss": 2.96775, "grad_norm": 3.89797, "time": 2.02717}
{"mode": "train", "epoch": 8, "iter": 280, "lr": 0.02, "memory": 10966, "data_time": 0.27182, "top1_acc": 0.29297, "top5_acc": 0.59609, "loss_cls": 2.96266, "loss": 2.96266, "grad_norm": 3.90658, "time": 2.05418}
{"mode": "train", "epoch": 8, "iter": 300, "lr": 0.02, "memory": 10966, "data_time": 0.23764, "top1_acc": 0.29883, "top5_acc": 0.58398, "loss_cls": 2.98419, "loss": 2.98419, "grad_norm": 3.88165, "time": 2.04334}
{"mode": "train", "epoch": 8, "iter": 320, "lr": 0.02, "memory": 10966, "data_time": 0.00604, "top1_acc": 0.29727, "top5_acc": 0.58516, "loss_cls": 2.93703, "loss": 2.93703, "grad_norm": 3.84828, "time": 2.01418}
{"mode": "train", "epoch": 8, "iter": 340, "lr": 0.02, "memory": 10966, "data_time": 0.00167, "top1_acc": 0.29453, "top5_acc": 0.57891, "loss_cls": 2.94665, "loss": 2.94665, "grad_norm": 3.885, "time": 2.06792}
{"mode": "train", "epoch": 8, "iter": 360, "lr": 0.02, "memory": 10966, "data_time": 0.06454, "top1_acc": 0.28008, "top5_acc": 0.57539, "loss_cls": 3.03288, "loss": 3.03288, "grad_norm": 3.91067, "time": 2.23092}
{"mode": "train", "epoch": 8, "iter": 380, "lr": 0.02, "memory": 10966, "data_time": 0.0051, "top1_acc": 0.30312, "top5_acc": 0.57891, "loss_cls": 2.97551, "loss": 2.97551, "grad_norm": 3.75584, "time": 2.01118}
{"mode": "train", "epoch": 8, "iter": 400, "lr": 0.02, "memory": 10966, "data_time": 0.45835, "top1_acc": 0.29766, "top5_acc": 0.57422, "loss_cls": 3.01372, "loss": 3.01372, "grad_norm": 3.84926, "time": 1.99604}
{"mode": "train", "epoch": 8, "iter": 420, "lr": 0.02, "memory": 10966, "data_time": 1.02112, "top1_acc": 0.29883, "top5_acc": 0.59648, "loss_cls": 2.97124, "loss": 2.97124, "grad_norm": 3.81691, "time": 2.04859}
{"mode": "train", "epoch": 8, "iter": 440, "lr": 0.02, "memory": 10966, "data_time": 0.85614, "top1_acc": 0.29336, "top5_acc": 0.58398, "loss_cls": 2.96425, "loss": 2.96425, "grad_norm": 3.84776, "time": 2.10644}
{"mode": "train", "epoch": 8, "iter": 460, "lr": 0.02, "memory": 10966, "data_time": 0.54275, "top1_acc": 0.26992, "top5_acc": 0.56602, "loss_cls": 3.07355, "loss": 3.07355, "grad_norm": 3.80702, "time": 2.09712}
{"mode": "train", "epoch": 8, "iter": 480, "lr": 0.02, "memory": 10966, "data_time": 0.51382, "top1_acc": 0.29844, "top5_acc": 0.58086, "loss_cls": 2.92557, "loss": 2.92557, "grad_norm": 3.80139, "time": 2.00098}
{"mode": "train", "epoch": 8, "iter": 500, "lr": 0.02, "memory": 10966, "data_time": 0.05771, "top1_acc": 0.29727, "top5_acc": 0.58047, "loss_cls": 3.00668, "loss": 3.00668, "grad_norm": 3.85342, "time": 2.10539}
{"mode": "train", "epoch": 8, "iter": 520, "lr": 0.02, "memory": 10966, "data_time": 0.00697, "top1_acc": 0.26797, "top5_acc": 0.56133, "loss_cls": 3.08318, "loss": 3.08318, "grad_norm": 3.94577, "time": 2.01889}
{"mode": "train", "epoch": 8, "iter": 540, "lr": 0.02, "memory": 10966, "data_time": 0.02853, "top1_acc": 0.28672, "top5_acc": 0.57773, "loss_cls": 2.98475, "loss": 2.98475, "grad_norm": 3.79768, "time": 2.18182}
{"mode": "train", "epoch": 8, "iter": 560, "lr": 0.02, "memory": 10966, "data_time": 0.00526, "top1_acc": 0.29258, "top5_acc": 0.58086, "loss_cls": 2.95817, "loss": 2.95817, "grad_norm": 3.7891, "time": 2.14781}
{"mode": "train", "epoch": 8, "iter": 580, "lr": 0.02, "memory": 10966, "data_time": 0.22778, "top1_acc": 0.29688, "top5_acc": 0.5875, "loss_cls": 2.94617, "loss": 2.94617, "grad_norm": 3.81164, "time": 2.03303}
{"mode": "train", "epoch": 8, "iter": 600, "lr": 0.02, "memory": 10966, "data_time": 0.10154, "top1_acc": 0.31641, "top5_acc": 0.59453, "loss_cls": 2.91125, "loss": 2.91125, "grad_norm": 3.78891, "time": 2.04549}
{"mode": "train", "epoch": 8, "iter": 620, "lr": 0.02, "memory": 10966, "data_time": 0.00538, "top1_acc": 0.28672, "top5_acc": 0.5668, "loss_cls": 3.01675, "loss": 3.01675, "grad_norm": 3.91448, "time": 2.06407}
{"mode": "train", "epoch": 8, "iter": 640, "lr": 0.02, "memory": 10966, "data_time": 0.00991, "top1_acc": 0.30117, "top5_acc": 0.59102, "loss_cls": 2.90625, "loss": 2.90625, "grad_norm": 3.93681, "time": 2.1312}
{"mode": "train", "epoch": 8, "iter": 660, "lr": 0.02, "memory": 10966, "data_time": 0.12892, "top1_acc": 0.29141, "top5_acc": 0.57539, "loss_cls": 2.98548, "loss": 2.98548, "grad_norm": 3.92832, "time": 2.03662}
{"mode": "train", "epoch": 8, "iter": 680, "lr": 0.02, "memory": 10966, "data_time": 0.00447, "top1_acc": 0.27852, "top5_acc": 0.56641, "loss_cls": 3.01161, "loss": 3.01161, "grad_norm": 3.90985, "time": 2.12272}
{"mode": "train", "epoch": 8, "iter": 700, "lr": 0.02, "memory": 10966, "data_time": 0.39286, "top1_acc": 0.30273, "top5_acc": 0.58906, "loss_cls": 2.92989, "loss": 2.92989, "grad_norm": 3.80697, "time": 2.03787}
{"mode": "train", "epoch": 8, "iter": 720, "lr": 0.02, "memory": 10966, "data_time": 1.24005, "top1_acc": 0.28242, "top5_acc": 0.58828, "loss_cls": 2.99129, "loss": 2.99129, "grad_norm": 3.84421, "time": 2.02847}
{"mode": "train", "epoch": 8, "iter": 740, "lr": 0.02, "memory": 10966, "data_time": 0.23109, "top1_acc": 0.28555, "top5_acc": 0.58242, "loss_cls": 3.01754, "loss": 3.01754, "grad_norm": 3.83606, "time": 2.0972}
{"mode": "train", "epoch": 8, "iter": 760, "lr": 0.02, "memory": 10966, "data_time": 0.14817, "top1_acc": 0.27891, "top5_acc": 0.57383, "loss_cls": 3.05658, "loss": 3.05658, "grad_norm": 3.96505, "time": 1.89785}
{"mode": "train", "epoch": 8, "iter": 780, "lr": 0.02, "memory": 10966, "data_time": 0.15739, "top1_acc": 0.28789, "top5_acc": 0.58594, "loss_cls": 2.97678, "loss": 2.97678, "grad_norm": 3.83326, "time": 2.07864}
{"mode": "train", "epoch": 8, "iter": 800, "lr": 0.02, "memory": 10966, "data_time": 0.0605, "top1_acc": 0.2707, "top5_acc": 0.57695, "loss_cls": 3.01957, "loss": 3.01957, "grad_norm": 3.8883, "time": 2.15775}
{"mode": "train", "epoch": 8, "iter": 820, "lr": 0.02, "memory": 10966, "data_time": 0.20516, "top1_acc": 0.29414, "top5_acc": 0.58125, "loss_cls": 2.98929, "loss": 2.98929, "grad_norm": 3.86381, "time": 2.11284}
{"mode": "train", "epoch": 8, "iter": 840, "lr": 0.02, "memory": 10966, "data_time": 0.07161, "top1_acc": 0.29922, "top5_acc": 0.5875, "loss_cls": 2.96928, "loss": 2.96928, "grad_norm": 3.80006, "time": 2.07002}
{"mode": "train", "epoch": 8, "iter": 860, "lr": 0.02, "memory": 10966, "data_time": 0.87881, "top1_acc": 0.29414, "top5_acc": 0.59883, "loss_cls": 2.90317, "loss": 2.90317, "grad_norm": 3.85894, "time": 2.07842}
{"mode": "train", "epoch": 8, "iter": 880, "lr": 0.02, "memory": 10966, "data_time": 0.18192, "top1_acc": 0.28984, "top5_acc": 0.57695, "loss_cls": 3.03992, "loss": 3.03992, "grad_norm": 3.79082, "time": 2.03521}
{"mode": "train", "epoch": 8, "iter": 900, "lr": 0.02, "memory": 10966, "data_time": 0.00819, "top1_acc": 0.29883, "top5_acc": 0.57773, "loss_cls": 2.95783, "loss": 2.95783, "grad_norm": 3.80132, "time": 2.10498}
{"mode": "train", "epoch": 8, "iter": 920, "lr": 0.02, "memory": 10966, "data_time": 0.00445, "top1_acc": 0.29648, "top5_acc": 0.59805, "loss_cls": 2.94282, "loss": 2.94282, "grad_norm": 3.80357, "time": 2.03868}
{"mode": "train", "epoch": 8, "iter": 940, "lr": 0.02, "memory": 10966, "data_time": 0.75995, "top1_acc": 0.28672, "top5_acc": 0.5832, "loss_cls": 2.97268, "loss": 2.97268, "grad_norm": 3.90291, "time": 1.95828}
{"mode": "train", "epoch": 8, "iter": 960, "lr": 0.02, "memory": 10966, "data_time": 1.40122, "top1_acc": 0.30508, "top5_acc": 0.6, "loss_cls": 2.93195, "loss": 2.93195, "grad_norm": 3.8068, "time": 2.0763}
{"mode": "train", "epoch": 8, "iter": 980, "lr": 0.02, "memory": 10966, "data_time": 0.50081, "top1_acc": 0.29727, "top5_acc": 0.58438, "loss_cls": 2.95963, "loss": 2.95963, "grad_norm": 3.83567, "time": 1.98423}
{"mode": "train", "epoch": 8, "iter": 1000, "lr": 0.02, "memory": 10966, "data_time": 0.9485, "top1_acc": 0.29414, "top5_acc": 0.58516, "loss_cls": 2.99912, "loss": 2.99912, "grad_norm": 3.95623, "time": 2.13258}
{"mode": "train", "epoch": 8, "iter": 1020, "lr": 0.02, "memory": 10966, "data_time": 0.8391, "top1_acc": 0.27656, "top5_acc": 0.56133, "loss_cls": 3.06219, "loss": 3.06219, "grad_norm": 3.94661, "time": 2.13937}
{"mode": "train", "epoch": 8, "iter": 1040, "lr": 0.02, "memory": 10966, "data_time": 0.00722, "top1_acc": 0.30234, "top5_acc": 0.58359, "loss_cls": 2.9661, "loss": 2.9661, "grad_norm": 3.82174, "time": 2.06067}
{"mode": "train", "epoch": 8, "iter": 1060, "lr": 0.02, "memory": 10966, "data_time": 0.03301, "top1_acc": 0.30234, "top5_acc": 0.58789, "loss_cls": 2.97538, "loss": 2.97538, "grad_norm": 3.82285, "time": 2.10072}
{"mode": "train", "epoch": 8, "iter": 1080, "lr": 0.02, "memory": 10966, "data_time": 0.8393, "top1_acc": 0.29141, "top5_acc": 0.57305, "loss_cls": 2.96817, "loss": 2.96817, "grad_norm": 3.86266, "time": 2.16272}
{"mode": "train", "epoch": 8, "iter": 1100, "lr": 0.02, "memory": 10966, "data_time": 1.15092, "top1_acc": 0.29336, "top5_acc": 0.58555, "loss_cls": 2.96356, "loss": 2.96356, "grad_norm": 3.89129, "time": 1.89964}
{"mode": "train", "epoch": 8, "iter": 1120, "lr": 0.02, "memory": 10966, "data_time": 1.18476, "top1_acc": 0.29883, "top5_acc": 0.58203, "loss_cls": 2.9513, "loss": 2.9513, "grad_norm": 3.87722, "time": 2.17845}
{"mode": "train", "epoch": 8, "iter": 1140, "lr": 0.02, "memory": 10966, "data_time": 0.05131, "top1_acc": 0.28906, "top5_acc": 0.58203, "loss_cls": 2.99377, "loss": 2.99377, "grad_norm": 3.76516, "time": 2.12555}
{"mode": "train", "epoch": 8, "iter": 1160, "lr": 0.02, "memory": 10966, "data_time": 0.00753, "top1_acc": 0.30859, "top5_acc": 0.5918, "loss_cls": 2.95127, "loss": 2.95127, "grad_norm": 3.84198, "time": 2.14756}
{"mode": "train", "epoch": 8, "iter": 1180, "lr": 0.02, "memory": 10966, "data_time": 0.23374, "top1_acc": 0.28945, "top5_acc": 0.57344, "loss_cls": 3.01285, "loss": 3.01285, "grad_norm": 3.8051, "time": 1.93003}
{"mode": "train", "epoch": 8, "iter": 1200, "lr": 0.02, "memory": 10966, "data_time": 1.07982, "top1_acc": 0.31055, "top5_acc": 0.59531, "loss_cls": 2.89211, "loss": 2.89211, "grad_norm": 3.69399, "time": 2.11487}
{"mode": "train", "epoch": 8, "iter": 1220, "lr": 0.02, "memory": 10966, "data_time": 0.15513, "top1_acc": 0.29492, "top5_acc": 0.59453, "loss_cls": 2.95148, "loss": 2.95148, "grad_norm": 3.9809, "time": 2.12195}
{"mode": "train", "epoch": 8, "iter": 1240, "lr": 0.02, "memory": 10966, "data_time": 0.06257, "top1_acc": 0.28203, "top5_acc": 0.55977, "loss_cls": 3.04433, "loss": 3.04433, "grad_norm": 3.86126, "time": 2.06344}
{"mode": "train", "epoch": 8, "iter": 1260, "lr": 0.02, "memory": 10966, "data_time": 0.48598, "top1_acc": 0.30352, "top5_acc": 0.57148, "loss_cls": 2.96181, "loss": 2.96181, "grad_norm": 3.87831, "time": 2.01649}
{"mode": "train", "epoch": 8, "iter": 1280, "lr": 0.02, "memory": 10966, "data_time": 0.41575, "top1_acc": 0.29648, "top5_acc": 0.575, "loss_cls": 2.96067, "loss": 2.96067, "grad_norm": 3.88085, "time": 2.05228}
{"mode": "train", "epoch": 8, "iter": 1300, "lr": 0.02, "memory": 10966, "data_time": 0.98213, "top1_acc": 0.28633, "top5_acc": 0.57539, "loss_cls": 3.00847, "loss": 3.00847, "grad_norm": 3.85569, "time": 2.07545}
{"mode": "train", "epoch": 8, "iter": 1320, "lr": 0.02, "memory": 10966, "data_time": 0.45356, "top1_acc": 0.28929, "top5_acc": 0.5746, "loss_cls": 3.01452, "loss": 3.01452, "grad_norm": 3.85478, "time": 1.9282}
{"mode": "val", "epoch": 8, "iter": 1320, "lr": 0.02, "top1_acc": 0.20446, "top5_acc": 0.49732, "mean_class_accuracy": 0.16218}
{"mode": "train", "epoch": 9, "iter": 20, "lr": 0.02, "memory": 10966, "data_time": 4.85366, "top1_acc": 0.30781, "top5_acc": 0.6, "loss_cls": 2.87994, "loss": 2.87994, "grad_norm": 3.88906, "time": 6.74045}
{"mode": "train", "epoch": 9, "iter": 40, "lr": 0.02, "memory": 10966, "data_time": 0.16643, "top1_acc": 0.3207, "top5_acc": 0.61484, "loss_cls": 2.79205, "loss": 2.79205, "grad_norm": 3.90692, "time": 2.0665}
{"mode": "train", "epoch": 9, "iter": 60, "lr": 0.02, "memory": 10966, "data_time": 0.00597, "top1_acc": 0.29727, "top5_acc": 0.58438, "loss_cls": 2.99365, "loss": 2.99365, "grad_norm": 3.91754, "time": 2.07966}
{"mode": "train", "epoch": 9, "iter": 80, "lr": 0.02, "memory": 10966, "data_time": 0.00287, "top1_acc": 0.29961, "top5_acc": 0.59023, "loss_cls": 2.90517, "loss": 2.90517, "grad_norm": 3.83479, "time": 2.07902}
{"mode": "train", "epoch": 9, "iter": 100, "lr": 0.02, "memory": 10966, "data_time": 0.07153, "top1_acc": 0.3082, "top5_acc": 0.59375, "loss_cls": 2.89654, "loss": 2.89654, "grad_norm": 3.91712, "time": 1.99795}
{"mode": "train", "epoch": 9, "iter": 120, "lr": 0.02, "memory": 10966, "data_time": 0.00468, "top1_acc": 0.29453, "top5_acc": 0.57734, "loss_cls": 2.97175, "loss": 2.97175, "grad_norm": 3.89473, "time": 2.16842}
{"mode": "train", "epoch": 9, "iter": 140, "lr": 0.02, "memory": 10966, "data_time": 0.00584, "top1_acc": 0.30273, "top5_acc": 0.59609, "loss_cls": 2.92866, "loss": 2.92866, "grad_norm": 3.91218, "time": 1.9363}
{"mode": "train", "epoch": 9, "iter": 160, "lr": 0.02, "memory": 10966, "data_time": 0.14469, "top1_acc": 0.3207, "top5_acc": 0.60039, "loss_cls": 2.88916, "loss": 2.88916, "grad_norm": 3.86973, "time": 2.2568}
{"mode": "train", "epoch": 9, "iter": 180, "lr": 0.02, "memory": 10966, "data_time": 0.0046, "top1_acc": 0.28203, "top5_acc": 0.57695, "loss_cls": 2.98321, "loss": 2.98321, "grad_norm": 3.91298, "time": 2.09294}
{"mode": "train", "epoch": 9, "iter": 200, "lr": 0.02, "memory": 10966, "data_time": 0.004, "top1_acc": 0.30273, "top5_acc": 0.58945, "loss_cls": 2.91735, "loss": 2.91735, "grad_norm": 3.85726, "time": 2.00896}
{"mode": "train", "epoch": 9, "iter": 220, "lr": 0.02, "memory": 10966, "data_time": 0.00376, "top1_acc": 0.31328, "top5_acc": 0.59492, "loss_cls": 2.91985, "loss": 2.91985, "grad_norm": 3.8832, "time": 2.1634}
{"mode": "train", "epoch": 9, "iter": 240, "lr": 0.02, "memory": 10966, "data_time": 0.00334, "top1_acc": 0.30352, "top5_acc": 0.59492, "loss_cls": 2.8696, "loss": 2.8696, "grad_norm": 3.84255, "time": 2.00752}
{"mode": "train", "epoch": 9, "iter": 260, "lr": 0.02, "memory": 10966, "data_time": 0.00266, "top1_acc": 0.29805, "top5_acc": 0.5875, "loss_cls": 2.90828, "loss": 2.90828, "grad_norm": 3.96979, "time": 2.13221}
{"mode": "train", "epoch": 9, "iter": 280, "lr": 0.02, "memory": 10966, "data_time": 0.15421, "top1_acc": 0.2918, "top5_acc": 0.5793, "loss_cls": 2.98456, "loss": 2.98456, "grad_norm": 3.89626, "time": 2.05102}
{"mode": "train", "epoch": 9, "iter": 300, "lr": 0.02, "memory": 10966, "data_time": 0.06029, "top1_acc": 0.29805, "top5_acc": 0.58516, "loss_cls": 2.94209, "loss": 2.94209, "grad_norm": 3.84487, "time": 2.21317}
{"mode": "train", "epoch": 9, "iter": 320, "lr": 0.02, "memory": 10966, "data_time": 0.00344, "top1_acc": 0.28945, "top5_acc": 0.57891, "loss_cls": 2.96783, "loss": 2.96783, "grad_norm": 3.91759, "time": 2.1509}
{"mode": "train", "epoch": 9, "iter": 340, "lr": 0.02, "memory": 10966, "data_time": 0.00965, "top1_acc": 0.31133, "top5_acc": 0.5875, "loss_cls": 2.94386, "loss": 2.94386, "grad_norm": 3.82475, "time": 2.05616}
{"mode": "train", "epoch": 9, "iter": 360, "lr": 0.02, "memory": 10966, "data_time": 0.2106, "top1_acc": 0.29414, "top5_acc": 0.58516, "loss_cls": 2.95801, "loss": 2.95801, "grad_norm": 3.93697, "time": 2.12335}
{"mode": "train", "epoch": 9, "iter": 380, "lr": 0.02, "memory": 10966, "data_time": 0.00509, "top1_acc": 0.31016, "top5_acc": 0.59961, "loss_cls": 2.91225, "loss": 2.91225, "grad_norm": 3.90914, "time": 1.99716}
{"mode": "train", "epoch": 9, "iter": 400, "lr": 0.02, "memory": 10966, "data_time": 0.00523, "top1_acc": 0.30703, "top5_acc": 0.61133, "loss_cls": 2.87805, "loss": 2.87805, "grad_norm": 3.89971, "time": 2.14958}
{"mode": "train", "epoch": 9, "iter": 420, "lr": 0.02, "memory": 10966, "data_time": 0.00514, "top1_acc": 0.31641, "top5_acc": 0.61289, "loss_cls": 2.87009, "loss": 2.87009, "grad_norm": 3.8463, "time": 2.09383}
{"mode": "train", "epoch": 9, "iter": 440, "lr": 0.02, "memory": 10966, "data_time": 0.11142, "top1_acc": 0.30117, "top5_acc": 0.59805, "loss_cls": 2.88496, "loss": 2.88496, "grad_norm": 3.89622, "time": 2.01878}
{"mode": "train", "epoch": 9, "iter": 460, "lr": 0.02, "memory": 10966, "data_time": 0.00126, "top1_acc": 0.28984, "top5_acc": 0.58008, "loss_cls": 2.98573, "loss": 2.98573, "grad_norm": 3.90791, "time": 2.05792}
{"mode": "train", "epoch": 9, "iter": 480, "lr": 0.02, "memory": 10966, "data_time": 0.00435, "top1_acc": 0.30469, "top5_acc": 0.59102, "loss_cls": 2.9279, "loss": 2.9279, "grad_norm": 3.89968, "time": 2.19713}
{"mode": "train", "epoch": 9, "iter": 500, "lr": 0.02, "memory": 10966, "data_time": 0.00286, "top1_acc": 0.31133, "top5_acc": 0.60234, "loss_cls": 2.88889, "loss": 2.88889, "grad_norm": 3.96186, "time": 2.06811}
{"mode": "train", "epoch": 9, "iter": 520, "lr": 0.02, "memory": 10966, "data_time": 0.0043, "top1_acc": 0.29805, "top5_acc": 0.58164, "loss_cls": 2.99512, "loss": 2.99512, "grad_norm": 3.90103, "time": 2.07448}
{"mode": "train", "epoch": 9, "iter": 540, "lr": 0.02, "memory": 10966, "data_time": 0.12741, "top1_acc": 0.3125, "top5_acc": 0.57891, "loss_cls": 2.97644, "loss": 2.97644, "grad_norm": 4.02112, "time": 2.02885}
{"mode": "train", "epoch": 9, "iter": 560, "lr": 0.02, "memory": 10966, "data_time": 0.11519, "top1_acc": 0.29375, "top5_acc": 0.57148, "loss_cls": 3.01188, "loss": 3.01188, "grad_norm": 3.84967, "time": 2.15841}
{"mode": "train", "epoch": 9, "iter": 580, "lr": 0.02, "memory": 10966, "data_time": 0.33156, "top1_acc": 0.30664, "top5_acc": 0.59922, "loss_cls": 2.88777, "loss": 2.88777, "grad_norm": 3.87015, "time": 2.14322}
{"mode": "train", "epoch": 9, "iter": 600, "lr": 0.02, "memory": 10966, "data_time": 0.52724, "top1_acc": 0.32461, "top5_acc": 0.60469, "loss_cls": 2.83788, "loss": 2.83788, "grad_norm": 3.89999, "time": 2.06341}
{"mode": "train", "epoch": 9, "iter": 620, "lr": 0.02, "memory": 10966, "data_time": 0.00405, "top1_acc": 0.30234, "top5_acc": 0.59922, "loss_cls": 2.88417, "loss": 2.88417, "grad_norm": 3.88757, "time": 2.01221}
{"mode": "train", "epoch": 9, "iter": 640, "lr": 0.02, "memory": 10966, "data_time": 0.00784, "top1_acc": 0.29531, "top5_acc": 0.58945, "loss_cls": 2.91084, "loss": 2.91084, "grad_norm": 3.892, "time": 2.1275}
{"mode": "train", "epoch": 9, "iter": 660, "lr": 0.02, "memory": 10966, "data_time": 0.0034, "top1_acc": 0.29063, "top5_acc": 0.58008, "loss_cls": 2.98052, "loss": 2.98052, "grad_norm": 3.86116, "time": 2.16913}
{"mode": "train", "epoch": 9, "iter": 680, "lr": 0.02, "memory": 10966, "data_time": 0.00431, "top1_acc": 0.30625, "top5_acc": 0.60195, "loss_cls": 2.89017, "loss": 2.89017, "grad_norm": 3.84723, "time": 1.94832}
{"mode": "train", "epoch": 9, "iter": 700, "lr": 0.02, "memory": 10966, "data_time": 0.00328, "top1_acc": 0.30078, "top5_acc": 0.57812, "loss_cls": 2.96913, "loss": 2.96913, "grad_norm": 3.80977, "time": 2.1198}
{"mode": "train", "epoch": 9, "iter": 720, "lr": 0.02, "memory": 10966, "data_time": 0.00334, "top1_acc": 0.29766, "top5_acc": 0.59453, "loss_cls": 2.92489, "loss": 2.92489, "grad_norm": 3.78983, "time": 1.98574}
{"mode": "train", "epoch": 9, "iter": 740, "lr": 0.02, "memory": 10966, "data_time": 0.00434, "top1_acc": 0.3082, "top5_acc": 0.58477, "loss_cls": 2.93317, "loss": 2.93317, "grad_norm": 3.86679, "time": 2.23478}
{"mode": "train", "epoch": 9, "iter": 760, "lr": 0.02, "memory": 10966, "data_time": 0.00511, "top1_acc": 0.29961, "top5_acc": 0.58398, "loss_cls": 2.90448, "loss": 2.90448, "grad_norm": 3.84241, "time": 1.94859}
{"mode": "train", "epoch": 9, "iter": 780, "lr": 0.02, "memory": 10966, "data_time": 0.02292, "top1_acc": 0.30391, "top5_acc": 0.5793, "loss_cls": 2.92158, "loss": 2.92158, "grad_norm": 3.91157, "time": 2.19554}
{"mode": "train", "epoch": 9, "iter": 800, "lr": 0.02, "memory": 10966, "data_time": 0.00607, "top1_acc": 0.3168, "top5_acc": 0.59727, "loss_cls": 2.90549, "loss": 2.90549, "grad_norm": 3.85648, "time": 2.03129}
{"mode": "train", "epoch": 9, "iter": 820, "lr": 0.02, "memory": 10966, "data_time": 0.35256, "top1_acc": 0.3125, "top5_acc": 0.60234, "loss_cls": 2.84651, "loss": 2.84651, "grad_norm": 3.85186, "time": 2.07917}
{"mode": "train", "epoch": 9, "iter": 840, "lr": 0.02, "memory": 10966, "data_time": 1.41318, "top1_acc": 0.3, "top5_acc": 0.59102, "loss_cls": 2.95397, "loss": 2.95397, "grad_norm": 3.94281, "time": 2.11882}
{"mode": "train", "epoch": 9, "iter": 860, "lr": 0.02, "memory": 10966, "data_time": 1.41015, "top1_acc": 0.30742, "top5_acc": 0.59805, "loss_cls": 2.90878, "loss": 2.90878, "grad_norm": 3.89528, "time": 2.01376}
{"mode": "train", "epoch": 9, "iter": 880, "lr": 0.02, "memory": 10966, "data_time": 1.37368, "top1_acc": 0.30508, "top5_acc": 0.60664, "loss_cls": 2.89123, "loss": 2.89123, "grad_norm": 3.8526, "time": 2.05016}
{"mode": "train", "epoch": 9, "iter": 900, "lr": 0.02, "memory": 10966, "data_time": 1.26137, "top1_acc": 0.29063, "top5_acc": 0.58516, "loss_cls": 3.01053, "loss": 3.01053, "grad_norm": 3.86268, "time": 2.14854}
{"mode": "train", "epoch": 9, "iter": 920, "lr": 0.02, "memory": 10966, "data_time": 1.08847, "top1_acc": 0.3082, "top5_acc": 0.59961, "loss_cls": 2.89144, "loss": 2.89144, "grad_norm": 3.80735, "time": 2.09004}
{"mode": "train", "epoch": 9, "iter": 940, "lr": 0.02, "memory": 10966, "data_time": 0.14401, "top1_acc": 0.31836, "top5_acc": 0.58594, "loss_cls": 2.94181, "loss": 2.94181, "grad_norm": 3.94184, "time": 2.12063}
{"mode": "train", "epoch": 9, "iter": 960, "lr": 0.02, "memory": 10966, "data_time": 1.00893, "top1_acc": 0.29961, "top5_acc": 0.60312, "loss_cls": 2.90007, "loss": 2.90007, "grad_norm": 3.76392, "time": 2.0595}
{"mode": "train", "epoch": 9, "iter": 980, "lr": 0.02, "memory": 10966, "data_time": 0.11387, "top1_acc": 0.30469, "top5_acc": 0.59844, "loss_cls": 2.89741, "loss": 2.89741, "grad_norm": 3.85876, "time": 1.9572}
{"mode": "train", "epoch": 9, "iter": 1000, "lr": 0.02, "memory": 10966, "data_time": 0.00733, "top1_acc": 0.30742, "top5_acc": 0.5918, "loss_cls": 2.89999, "loss": 2.89999, "grad_norm": 3.91581, "time": 2.01705}
{"mode": "train", "epoch": 9, "iter": 1020, "lr": 0.02, "memory": 10966, "data_time": 0.0055, "top1_acc": 0.28555, "top5_acc": 0.57227, "loss_cls": 3.01319, "loss": 3.01319, "grad_norm": 3.94671, "time": 2.06086}
{"mode": "train", "epoch": 9, "iter": 1040, "lr": 0.02, "memory": 10966, "data_time": 0.04031, "top1_acc": 0.30625, "top5_acc": 0.58672, "loss_cls": 2.92573, "loss": 2.92573, "grad_norm": 3.84876, "time": 2.10529}
{"mode": "train", "epoch": 9, "iter": 1060, "lr": 0.02, "memory": 10966, "data_time": 0.16682, "top1_acc": 0.29492, "top5_acc": 0.56719, "loss_cls": 2.95853, "loss": 2.95853, "grad_norm": 3.85127, "time": 2.16042}
{"mode": "train", "epoch": 9, "iter": 1080, "lr": 0.02, "memory": 10966, "data_time": 0.00475, "top1_acc": 0.3, "top5_acc": 0.58867, "loss_cls": 2.9437, "loss": 2.9437, "grad_norm": 3.90371, "time": 2.07287}
{"mode": "train", "epoch": 9, "iter": 1100, "lr": 0.02, "memory": 10966, "data_time": 0.00898, "top1_acc": 0.30664, "top5_acc": 0.58242, "loss_cls": 2.91203, "loss": 2.91203, "grad_norm": 3.7844, "time": 2.00014}
{"mode": "train", "epoch": 9, "iter": 1120, "lr": 0.02, "memory": 10966, "data_time": 0.00259, "top1_acc": 0.32656, "top5_acc": 0.61797, "loss_cls": 2.8138, "loss": 2.8138, "grad_norm": 3.78173, "time": 2.14372}
{"mode": "train", "epoch": 9, "iter": 1140, "lr": 0.02, "memory": 10966, "data_time": 0.16745, "top1_acc": 0.30586, "top5_acc": 0.61016, "loss_cls": 2.89454, "loss": 2.89454, "grad_norm": 3.83534, "time": 1.94065}
{"mode": "train", "epoch": 9, "iter": 1160, "lr": 0.02, "memory": 10966, "data_time": 0.00496, "top1_acc": 0.31367, "top5_acc": 0.59492, "loss_cls": 2.89929, "loss": 2.89929, "grad_norm": 3.79323, "time": 2.02091}
{"mode": "train", "epoch": 9, "iter": 1180, "lr": 0.02, "memory": 10966, "data_time": 0.00466, "top1_acc": 0.30898, "top5_acc": 0.59531, "loss_cls": 2.93165, "loss": 2.93165, "grad_norm": 3.82239, "time": 2.12948}
{"mode": "train", "epoch": 9, "iter": 1200, "lr": 0.02, "memory": 10966, "data_time": 0.04842, "top1_acc": 0.29414, "top5_acc": 0.58672, "loss_cls": 2.95687, "loss": 2.95687, "grad_norm": 3.88084, "time": 2.08055}
{"mode": "train", "epoch": 9, "iter": 1220, "lr": 0.02, "memory": 10966, "data_time": 0.00676, "top1_acc": 0.30664, "top5_acc": 0.60117, "loss_cls": 2.86949, "loss": 2.86949, "grad_norm": 3.78955, "time": 2.14784}
{"mode": "train", "epoch": 9, "iter": 1240, "lr": 0.02, "memory": 10966, "data_time": 0.49903, "top1_acc": 0.30039, "top5_acc": 0.58984, "loss_cls": 2.8905, "loss": 2.8905, "grad_norm": 3.83935, "time": 1.98905}
{"mode": "train", "epoch": 9, "iter": 1260, "lr": 0.02, "memory": 10966, "data_time": 0.05966, "top1_acc": 0.32852, "top5_acc": 0.60859, "loss_cls": 2.82442, "loss": 2.82442, "grad_norm": 3.86245, "time": 2.10229}
{"mode": "train", "epoch": 9, "iter": 1280, "lr": 0.02, "memory": 10966, "data_time": 0.00619, "top1_acc": 0.2918, "top5_acc": 0.59453, "loss_cls": 2.93863, "loss": 2.93863, "grad_norm": 3.80809, "time": 2.15778}
{"mode": "train", "epoch": 9, "iter": 1300, "lr": 0.02, "memory": 10966, "data_time": 0.55798, "top1_acc": 0.28828, "top5_acc": 0.57773, "loss_cls": 2.98148, "loss": 2.98148, "grad_norm": 3.83733, "time": 2.04754}
{"mode": "train", "epoch": 9, "iter": 1320, "lr": 0.02, "memory": 10966, "data_time": 0.00456, "top1_acc": 0.30635, "top5_acc": 0.59167, "loss_cls": 2.93388, "loss": 2.93388, "grad_norm": 3.83377, "time": 1.89997}
{"mode": "val", "epoch": 9, "iter": 1320, "lr": 0.02, "top1_acc": 0.23219, "top5_acc": 0.525, "mean_class_accuracy": 0.17289}
{"mode": "train", "epoch": 10, "iter": 20, "lr": 0.02, "memory": 10966, "data_time": 5.93322, "top1_acc": 0.3125, "top5_acc": 0.59141, "loss_cls": 2.87875, "loss": 2.87875, "grad_norm": 3.84325, "time": 6.88282}
{"mode": "train", "epoch": 10, "iter": 40, "lr": 0.02, "memory": 10966, "data_time": 0.5852, "top1_acc": 0.31406, "top5_acc": 0.60195, "loss_cls": 2.86921, "loss": 2.86921, "grad_norm": 3.80211, "time": 1.96453}
{"mode": "train", "epoch": 10, "iter": 60, "lr": 0.02, "memory": 10966, "data_time": 0.00508, "top1_acc": 0.31641, "top5_acc": 0.61172, "loss_cls": 2.83855, "loss": 2.83855, "grad_norm": 3.98347, "time": 2.13015}
{"mode": "train", "epoch": 10, "iter": 80, "lr": 0.02, "memory": 10966, "data_time": 0.00391, "top1_acc": 0.3207, "top5_acc": 0.60938, "loss_cls": 2.80548, "loss": 2.80548, "grad_norm": 3.88084, "time": 2.08091}
{"mode": "train", "epoch": 10, "iter": 100, "lr": 0.02, "memory": 10966, "data_time": 0.02095, "top1_acc": 0.32227, "top5_acc": 0.61094, "loss_cls": 2.77953, "loss": 2.77953, "grad_norm": 3.80874, "time": 1.98542}
{"mode": "train", "epoch": 10, "iter": 120, "lr": 0.02, "memory": 10966, "data_time": 0.15979, "top1_acc": 0.3043, "top5_acc": 0.60234, "loss_cls": 2.89064, "loss": 2.89064, "grad_norm": 3.94423, "time": 2.14942}
{"mode": "train", "epoch": 10, "iter": 140, "lr": 0.02, "memory": 10966, "data_time": 0.0052, "top1_acc": 0.31211, "top5_acc": 0.61094, "loss_cls": 2.83875, "loss": 2.83875, "grad_norm": 3.91403, "time": 2.03233}
{"mode": "train", "epoch": 10, "iter": 160, "lr": 0.02, "memory": 10966, "data_time": 0.00443, "top1_acc": 0.30742, "top5_acc": 0.60469, "loss_cls": 2.86561, "loss": 2.86561, "grad_norm": 3.91213, "time": 2.0659}
{"mode": "train", "epoch": 10, "iter": 180, "lr": 0.02, "memory": 10966, "data_time": 0.43393, "top1_acc": 0.30469, "top5_acc": 0.59727, "loss_cls": 2.91294, "loss": 2.91294, "grad_norm": 3.90169, "time": 2.04909}
{"mode": "train", "epoch": 10, "iter": 200, "lr": 0.02, "memory": 10966, "data_time": 1.27064, "top1_acc": 0.32109, "top5_acc": 0.60664, "loss_cls": 2.84991, "loss": 2.84991, "grad_norm": 3.85891, "time": 2.06945}
{"mode": "train", "epoch": 10, "iter": 220, "lr": 0.02, "memory": 10966, "data_time": 0.21558, "top1_acc": 0.32031, "top5_acc": 0.60156, "loss_cls": 2.87894, "loss": 2.87894, "grad_norm": 3.90933, "time": 2.15509}
{"mode": "train", "epoch": 10, "iter": 240, "lr": 0.02, "memory": 10966, "data_time": 0.03778, "top1_acc": 0.32031, "top5_acc": 0.60664, "loss_cls": 2.83073, "loss": 2.83073, "grad_norm": 3.89119, "time": 2.03017}
{"mode": "train", "epoch": 10, "iter": 260, "lr": 0.02, "memory": 10966, "data_time": 0.94925, "top1_acc": 0.31875, "top5_acc": 0.60195, "loss_cls": 2.8494, "loss": 2.8494, "grad_norm": 3.83274, "time": 2.17104}
{"mode": "train", "epoch": 10, "iter": 280, "lr": 0.02, "memory": 10966, "data_time": 1.36059, "top1_acc": 0.32109, "top5_acc": 0.5957, "loss_cls": 2.89879, "loss": 2.89879, "grad_norm": 3.91701, "time": 1.96195}
{"mode": "train", "epoch": 10, "iter": 300, "lr": 0.02, "memory": 10966, "data_time": 0.14104, "top1_acc": 0.31367, "top5_acc": 0.60898, "loss_cls": 2.88933, "loss": 2.88933, "grad_norm": 3.9541, "time": 2.15061}
{"mode": "train", "epoch": 10, "iter": 320, "lr": 0.02, "memory": 10966, "data_time": 0.21454, "top1_acc": 0.32812, "top5_acc": 0.61641, "loss_cls": 2.84359, "loss": 2.84359, "grad_norm": 3.93663, "time": 2.08176}
{"mode": "train", "epoch": 10, "iter": 340, "lr": 0.02, "memory": 10966, "data_time": 0.71374, "top1_acc": 0.30391, "top5_acc": 0.59844, "loss_cls": 2.88251, "loss": 2.88251, "grad_norm": 3.89573, "time": 2.09484}
{"mode": "train", "epoch": 10, "iter": 360, "lr": 0.02, "memory": 10966, "data_time": 0.36132, "top1_acc": 0.30234, "top5_acc": 0.5957, "loss_cls": 2.90624, "loss": 2.90624, "grad_norm": 3.88519, "time": 2.14562}
{"mode": "train", "epoch": 10, "iter": 380, "lr": 0.02, "memory": 10966, "data_time": 0.20093, "top1_acc": 0.31484, "top5_acc": 0.60547, "loss_cls": 2.8895, "loss": 2.8895, "grad_norm": 3.87691, "time": 1.90429}
{"mode": "train", "epoch": 10, "iter": 400, "lr": 0.02, "memory": 10966, "data_time": 1.38847, "top1_acc": 0.32031, "top5_acc": 0.60273, "loss_cls": 2.84241, "loss": 2.84241, "grad_norm": 3.85131, "time": 2.07968}
{"mode": "train", "epoch": 10, "iter": 420, "lr": 0.02, "memory": 10966, "data_time": 1.34017, "top1_acc": 0.30898, "top5_acc": 0.5918, "loss_cls": 2.88079, "loss": 2.88079, "grad_norm": 4.00398, "time": 2.27869}
{"mode": "train", "epoch": 10, "iter": 440, "lr": 0.02, "memory": 10966, "data_time": 1.18323, "top1_acc": 0.31445, "top5_acc": 0.60664, "loss_cls": 2.81338, "loss": 2.81338, "grad_norm": 3.79209, "time": 1.90535}
{"mode": "train", "epoch": 10, "iter": 460, "lr": 0.02, "memory": 10966, "data_time": 1.36518, "top1_acc": 0.32109, "top5_acc": 0.61055, "loss_cls": 2.85879, "loss": 2.85879, "grad_norm": 3.82474, "time": 2.13694}
{"mode": "train", "epoch": 10, "iter": 480, "lr": 0.02, "memory": 10966, "data_time": 1.54213, "top1_acc": 0.29766, "top5_acc": 0.59844, "loss_cls": 2.90207, "loss": 2.90207, "grad_norm": 3.89219, "time": 2.16977}
{"mode": "train", "epoch": 10, "iter": 500, "lr": 0.02, "memory": 10966, "data_time": 1.49913, "top1_acc": 0.31836, "top5_acc": 0.60859, "loss_cls": 2.84822, "loss": 2.84822, "grad_norm": 3.93956, "time": 2.08284}
{"mode": "train", "epoch": 10, "iter": 520, "lr": 0.02, "memory": 10966, "data_time": 1.2422, "top1_acc": 0.29922, "top5_acc": 0.59375, "loss_cls": 2.92641, "loss": 2.92641, "grad_norm": 3.88157, "time": 1.99509}
{"mode": "train", "epoch": 10, "iter": 540, "lr": 0.02, "memory": 10966, "data_time": 0.82223, "top1_acc": 0.30195, "top5_acc": 0.5875, "loss_cls": 2.94062, "loss": 2.94062, "grad_norm": 3.89393, "time": 1.96874}
{"mode": "train", "epoch": 10, "iter": 560, "lr": 0.02, "memory": 10966, "data_time": 1.58835, "top1_acc": 0.31836, "top5_acc": 0.61289, "loss_cls": 2.80998, "loss": 2.80998, "grad_norm": 3.79273, "time": 2.23619}
{"mode": "train", "epoch": 10, "iter": 580, "lr": 0.02, "memory": 10966, "data_time": 1.26725, "top1_acc": 0.31445, "top5_acc": 0.59961, "loss_cls": 2.88826, "loss": 2.88826, "grad_norm": 3.90867, "time": 1.97391}
{"mode": "train", "epoch": 10, "iter": 600, "lr": 0.02, "memory": 10966, "data_time": 1.458, "top1_acc": 0.31094, "top5_acc": 0.60586, "loss_cls": 2.87562, "loss": 2.87562, "grad_norm": 3.86521, "time": 2.23462}
{"mode": "train", "epoch": 10, "iter": 620, "lr": 0.02, "memory": 10966, "data_time": 1.50016, "top1_acc": 0.32539, "top5_acc": 0.61484, "loss_cls": 2.8059, "loss": 2.8059, "grad_norm": 3.87389, "time": 2.08132}
{"mode": "train", "epoch": 10, "iter": 640, "lr": 0.02, "memory": 10966, "data_time": 1.23314, "top1_acc": 0.29453, "top5_acc": 0.58086, "loss_cls": 2.95876, "loss": 2.95876, "grad_norm": 3.97993, "time": 2.00396}
{"mode": "train", "epoch": 10, "iter": 660, "lr": 0.02, "memory": 10966, "data_time": 1.1447, "top1_acc": 0.31641, "top5_acc": 0.61289, "loss_cls": 2.87739, "loss": 2.87739, "grad_norm": 3.89099, "time": 2.10713}
{"mode": "train", "epoch": 10, "iter": 680, "lr": 0.02, "memory": 10966, "data_time": 1.23167, "top1_acc": 0.30703, "top5_acc": 0.60938, "loss_cls": 2.88323, "loss": 2.88323, "grad_norm": 3.90267, "time": 2.02782}
{"mode": "train", "epoch": 10, "iter": 700, "lr": 0.02, "memory": 10966, "data_time": 1.21463, "top1_acc": 0.31562, "top5_acc": 0.59961, "loss_cls": 2.84055, "loss": 2.84055, "grad_norm": 3.88242, "time": 2.03537}
{"mode": "train", "epoch": 10, "iter": 720, "lr": 0.02, "memory": 10966, "data_time": 1.03958, "top1_acc": 0.31133, "top5_acc": 0.6043, "loss_cls": 2.87297, "loss": 2.87297, "grad_norm": 3.89647, "time": 2.08388}
{"mode": "train", "epoch": 10, "iter": 740, "lr": 0.02, "memory": 10966, "data_time": 0.92943, "top1_acc": 0.31445, "top5_acc": 0.61484, "loss_cls": 2.81545, "loss": 2.81545, "grad_norm": 3.84279, "time": 1.9759}
{"mode": "train", "epoch": 10, "iter": 760, "lr": 0.02, "memory": 10966, "data_time": 1.0351, "top1_acc": 0.31133, "top5_acc": 0.59375, "loss_cls": 2.85777, "loss": 2.85777, "grad_norm": 3.86292, "time": 2.11679}
{"mode": "train", "epoch": 10, "iter": 780, "lr": 0.02, "memory": 10966, "data_time": 0.24665, "top1_acc": 0.32891, "top5_acc": 0.60938, "loss_cls": 2.81933, "loss": 2.81933, "grad_norm": 3.94672, "time": 2.10503}
{"mode": "train", "epoch": 10, "iter": 800, "lr": 0.02, "memory": 10966, "data_time": 1.01418, "top1_acc": 0.33125, "top5_acc": 0.61367, "loss_cls": 2.80115, "loss": 2.80115, "grad_norm": 3.82917, "time": 2.10813}
{"mode": "train", "epoch": 10, "iter": 820, "lr": 0.02, "memory": 10966, "data_time": 0.49493, "top1_acc": 0.31016, "top5_acc": 0.60469, "loss_cls": 2.89123, "loss": 2.89123, "grad_norm": 3.90293, "time": 2.0241}
{"mode": "train", "epoch": 10, "iter": 840, "lr": 0.02, "memory": 10966, "data_time": 1.12761, "top1_acc": 0.30078, "top5_acc": 0.59023, "loss_cls": 2.92036, "loss": 2.92036, "grad_norm": 3.96816, "time": 2.12215}
{"mode": "train", "epoch": 10, "iter": 860, "lr": 0.02, "memory": 10966, "data_time": 0.00511, "top1_acc": 0.31445, "top5_acc": 0.60078, "loss_cls": 2.90514, "loss": 2.90514, "grad_norm": 3.84839, "time": 2.19623}
{"mode": "train", "epoch": 10, "iter": 880, "lr": 0.02, "memory": 10966, "data_time": 0.24017, "top1_acc": 0.325, "top5_acc": 0.60586, "loss_cls": 2.82029, "loss": 2.82029, "grad_norm": 3.67522, "time": 1.97555}
{"mode": "train", "epoch": 10, "iter": 900, "lr": 0.02, "memory": 10966, "data_time": 0.35622, "top1_acc": 0.30547, "top5_acc": 0.59766, "loss_cls": 2.91323, "loss": 2.91323, "grad_norm": 4.02719, "time": 2.15821}
{"mode": "train", "epoch": 10, "iter": 920, "lr": 0.02, "memory": 10966, "data_time": 0.36224, "top1_acc": 0.31211, "top5_acc": 0.60898, "loss_cls": 2.81134, "loss": 2.81134, "grad_norm": 3.876, "time": 2.0293}
{"mode": "train", "epoch": 10, "iter": 940, "lr": 0.02, "memory": 10966, "data_time": 0.96992, "top1_acc": 0.30273, "top5_acc": 0.58945, "loss_cls": 2.93628, "loss": 2.93628, "grad_norm": 4.02788, "time": 1.98361}
{"mode": "train", "epoch": 10, "iter": 960, "lr": 0.02, "memory": 10966, "data_time": 1.14529, "top1_acc": 0.30195, "top5_acc": 0.60078, "loss_cls": 2.91088, "loss": 2.91088, "grad_norm": 3.89758, "time": 2.12007}
{"mode": "train", "epoch": 10, "iter": 980, "lr": 0.02, "memory": 10966, "data_time": 1.58647, "top1_acc": 0.30508, "top5_acc": 0.60547, "loss_cls": 2.84443, "loss": 2.84443, "grad_norm": 3.89059, "time": 2.19608}
{"mode": "train", "epoch": 10, "iter": 1000, "lr": 0.02, "memory": 10966, "data_time": 1.36514, "top1_acc": 0.30703, "top5_acc": 0.59102, "loss_cls": 2.89073, "loss": 2.89073, "grad_norm": 3.86545, "time": 2.0116}
{"mode": "train", "epoch": 10, "iter": 1020, "lr": 0.02, "memory": 10966, "data_time": 1.36839, "top1_acc": 0.31562, "top5_acc": 0.61914, "loss_cls": 2.83771, "loss": 2.83771, "grad_norm": 3.84884, "time": 2.11151}
{"mode": "train", "epoch": 10, "iter": 1040, "lr": 0.02, "memory": 10966, "data_time": 0.86672, "top1_acc": 0.31797, "top5_acc": 0.60117, "loss_cls": 2.87434, "loss": 2.87434, "grad_norm": 3.94196, "time": 2.01536}
{"mode": "train", "epoch": 10, "iter": 1060, "lr": 0.02, "memory": 10966, "data_time": 1.06435, "top1_acc": 0.32422, "top5_acc": 0.60078, "loss_cls": 2.8494, "loss": 2.8494, "grad_norm": 3.83578, "time": 2.11074}
{"mode": "train", "epoch": 10, "iter": 1080, "lr": 0.02, "memory": 10966, "data_time": 1.44837, "top1_acc": 0.30547, "top5_acc": 0.58633, "loss_cls": 2.91915, "loss": 2.91915, "grad_norm": 3.88723, "time": 2.05437}
{"mode": "train", "epoch": 10, "iter": 1100, "lr": 0.02, "memory": 10966, "data_time": 1.43098, "top1_acc": 0.31875, "top5_acc": 0.59844, "loss_cls": 2.88691, "loss": 2.88691, "grad_norm": 3.87999, "time": 2.07783}
{"mode": "train", "epoch": 10, "iter": 1120, "lr": 0.02, "memory": 10966, "data_time": 0.93742, "top1_acc": 0.31094, "top5_acc": 0.59102, "loss_cls": 2.91039, "loss": 2.91039, "grad_norm": 3.88705, "time": 2.04189}
{"mode": "train", "epoch": 10, "iter": 1140, "lr": 0.02, "memory": 10966, "data_time": 0.01123, "top1_acc": 0.3168, "top5_acc": 0.59688, "loss_cls": 2.88183, "loss": 2.88183, "grad_norm": 3.88299, "time": 2.04177}
{"mode": "train", "epoch": 10, "iter": 1160, "lr": 0.02, "memory": 10966, "data_time": 0.35908, "top1_acc": 0.31641, "top5_acc": 0.60977, "loss_cls": 2.87018, "loss": 2.87018, "grad_norm": 3.94932, "time": 2.22325}
{"mode": "train", "epoch": 10, "iter": 1180, "lr": 0.02, "memory": 10966, "data_time": 0.95197, "top1_acc": 0.3168, "top5_acc": 0.61055, "loss_cls": 2.86264, "loss": 2.86264, "grad_norm": 3.88433, "time": 1.93806}
{"mode": "train", "epoch": 10, "iter": 1200, "lr": 0.02, "memory": 10966, "data_time": 1.11022, "top1_acc": 0.30352, "top5_acc": 0.59297, "loss_cls": 2.90984, "loss": 2.90984, "grad_norm": 3.79688, "time": 2.04476}
{"mode": "train", "epoch": 10, "iter": 1220, "lr": 0.02, "memory": 10966, "data_time": 1.57185, "top1_acc": 0.31289, "top5_acc": 0.59219, "loss_cls": 2.84746, "loss": 2.84746, "grad_norm": 3.92485, "time": 2.20189}
{"mode": "train", "epoch": 10, "iter": 1240, "lr": 0.02, "memory": 10966, "data_time": 1.22762, "top1_acc": 0.3043, "top5_acc": 0.59453, "loss_cls": 2.91498, "loss": 2.91498, "grad_norm": 4.01414, "time": 1.99006}
{"mode": "train", "epoch": 10, "iter": 1260, "lr": 0.02, "memory": 10966, "data_time": 0.61588, "top1_acc": 0.31289, "top5_acc": 0.59531, "loss_cls": 2.83531, "loss": 2.83531, "grad_norm": 3.84285, "time": 2.09303}
{"mode": "train", "epoch": 10, "iter": 1280, "lr": 0.02, "memory": 10966, "data_time": 0.00956, "top1_acc": 0.28867, "top5_acc": 0.59336, "loss_cls": 2.92947, "loss": 2.92947, "grad_norm": 3.81489, "time": 2.03818}
{"mode": "train", "epoch": 10, "iter": 1300, "lr": 0.02, "memory": 10966, "data_time": 0.07895, "top1_acc": 0.32109, "top5_acc": 0.61641, "loss_cls": 2.79518, "loss": 2.79518, "grad_norm": 3.82246, "time": 2.01972}
{"mode": "train", "epoch": 10, "iter": 1320, "lr": 0.02, "memory": 10966, "data_time": 0.96944, "top1_acc": 0.30198, "top5_acc": 0.61032, "loss_cls": 2.86261, "loss": 2.86261, "grad_norm": 3.90187, "time": 1.88669}
{"mode": "val", "epoch": 10, "iter": 1320, "lr": 0.02, "top1_acc": 0.2395, "top5_acc": 0.52165, "mean_class_accuracy": 0.17509}
{"mode": "train", "epoch": 11, "iter": 20, "lr": 0.02, "memory": 10966, "data_time": 4.72408, "top1_acc": 0.32266, "top5_acc": 0.6082, "loss_cls": 2.82806, "loss": 2.82806, "grad_norm": 3.90446, "time": 6.81445}
{"mode": "train", "epoch": 11, "iter": 40, "lr": 0.02, "memory": 10966, "data_time": 0.00548, "top1_acc": 0.34023, "top5_acc": 0.6375, "loss_cls": 2.71507, "loss": 2.71507, "grad_norm": 3.77785, "time": 1.96409}
{"mode": "train", "epoch": 11, "iter": 60, "lr": 0.02, "memory": 10966, "data_time": 0.00494, "top1_acc": 0.32812, "top5_acc": 0.61719, "loss_cls": 2.82351, "loss": 2.82351, "grad_norm": 4.01668, "time": 2.18465}
{"mode": "train", "epoch": 11, "iter": 80, "lr": 0.02, "memory": 10966, "data_time": 0.09206, "top1_acc": 0.33438, "top5_acc": 0.63594, "loss_cls": 2.75921, "loss": 2.75921, "grad_norm": 3.85503, "time": 2.07086}
{"mode": "train", "epoch": 11, "iter": 100, "lr": 0.02, "memory": 10966, "data_time": 1.49054, "top1_acc": 0.30625, "top5_acc": 0.61641, "loss_cls": 2.8062, "loss": 2.8062, "grad_norm": 4.02145, "time": 2.14019}
{"mode": "train", "epoch": 11, "iter": 120, "lr": 0.02, "memory": 10966, "data_time": 0.95211, "top1_acc": 0.32188, "top5_acc": 0.62148, "loss_cls": 2.76583, "loss": 2.76583, "grad_norm": 3.88784, "time": 1.9904}
{"mode": "train", "epoch": 11, "iter": 140, "lr": 0.02, "memory": 10966, "data_time": 0.25618, "top1_acc": 0.31719, "top5_acc": 0.62227, "loss_cls": 2.80777, "loss": 2.80777, "grad_norm": 3.90552, "time": 2.09462}
{"mode": "train", "epoch": 11, "iter": 160, "lr": 0.02, "memory": 10966, "data_time": 0.00747, "top1_acc": 0.32773, "top5_acc": 0.61602, "loss_cls": 2.75048, "loss": 2.75048, "grad_norm": 3.7664, "time": 2.19248}
{"mode": "train", "epoch": 11, "iter": 180, "lr": 0.02, "memory": 10966, "data_time": 0.70774, "top1_acc": 0.325, "top5_acc": 0.61836, "loss_cls": 2.80541, "loss": 2.80541, "grad_norm": 3.98995, "time": 2.16171}
{"mode": "train", "epoch": 11, "iter": 200, "lr": 0.02, "memory": 10966, "data_time": 0.67658, "top1_acc": 0.32266, "top5_acc": 0.60977, "loss_cls": 2.83705, "loss": 2.83705, "grad_norm": 3.96109, "time": 1.94713}
{"mode": "train", "epoch": 11, "iter": 220, "lr": 0.02, "memory": 10966, "data_time": 1.4975, "top1_acc": 0.31875, "top5_acc": 0.61289, "loss_cls": 2.8633, "loss": 2.8633, "grad_norm": 3.9642, "time": 2.07351}
{"mode": "train", "epoch": 11, "iter": 240, "lr": 0.02, "memory": 10966, "data_time": 1.11803, "top1_acc": 0.31719, "top5_acc": 0.61602, "loss_cls": 2.82114, "loss": 2.82114, "grad_norm": 3.9595, "time": 1.99728}
{"mode": "train", "epoch": 11, "iter": 260, "lr": 0.02, "memory": 10966, "data_time": 0.06553, "top1_acc": 0.32227, "top5_acc": 0.61133, "loss_cls": 2.79433, "loss": 2.79433, "grad_norm": 3.91837, "time": 2.01678}
{"mode": "train", "epoch": 11, "iter": 280, "lr": 0.02, "memory": 10966, "data_time": 0.20192, "top1_acc": 0.32188, "top5_acc": 0.62539, "loss_cls": 2.78573, "loss": 2.78573, "grad_norm": 3.98174, "time": 2.19749}
{"mode": "train", "epoch": 11, "iter": 300, "lr": 0.02, "memory": 10966, "data_time": 0.15727, "top1_acc": 0.31836, "top5_acc": 0.61719, "loss_cls": 2.81526, "loss": 2.81526, "grad_norm": 4.00179, "time": 2.02253}
{"mode": "train", "epoch": 11, "iter": 320, "lr": 0.02, "memory": 10966, "data_time": 0.00338, "top1_acc": 0.32305, "top5_acc": 0.61484, "loss_cls": 2.80607, "loss": 2.80607, "grad_norm": 3.8724, "time": 2.08086}
{"mode": "train", "epoch": 11, "iter": 340, "lr": 0.02, "memory": 10966, "data_time": 0.0153, "top1_acc": 0.30703, "top5_acc": 0.59922, "loss_cls": 2.89129, "loss": 2.89129, "grad_norm": 3.92274, "time": 2.03966}
{"mode": "train", "epoch": 11, "iter": 360, "lr": 0.02, "memory": 10966, "data_time": 0.00584, "top1_acc": 0.3457, "top5_acc": 0.6293, "loss_cls": 2.72317, "loss": 2.72317, "grad_norm": 3.72637, "time": 2.11071}
{"mode": "train", "epoch": 11, "iter": 380, "lr": 0.02, "memory": 10966, "data_time": 0.0045, "top1_acc": 0.33438, "top5_acc": 0.61914, "loss_cls": 2.74855, "loss": 2.74855, "grad_norm": 3.80096, "time": 2.13315}
{"mode": "train", "epoch": 11, "iter": 400, "lr": 0.02, "memory": 10966, "data_time": 0.00411, "top1_acc": 0.31914, "top5_acc": 0.61484, "loss_cls": 2.80476, "loss": 2.80476, "grad_norm": 3.83794, "time": 2.07939}
{"mode": "train", "epoch": 11, "iter": 420, "lr": 0.02, "memory": 10966, "data_time": 0.45641, "top1_acc": 0.32266, "top5_acc": 0.60469, "loss_cls": 2.84659, "loss": 2.84659, "grad_norm": 3.8663, "time": 1.9792}
{"mode": "train", "epoch": 11, "iter": 440, "lr": 0.02, "memory": 10966, "data_time": 0.00889, "top1_acc": 0.3375, "top5_acc": 0.62266, "loss_cls": 2.7762, "loss": 2.7762, "grad_norm": 3.86737, "time": 2.12536}
{"mode": "train", "epoch": 11, "iter": 460, "lr": 0.02, "memory": 10966, "data_time": 0.35323, "top1_acc": 0.30625, "top5_acc": 0.59531, "loss_cls": 2.91284, "loss": 2.91284, "grad_norm": 3.851, "time": 2.17543}
{"mode": "train", "epoch": 11, "iter": 480, "lr": 0.02, "memory": 10966, "data_time": 0.03114, "top1_acc": 0.32734, "top5_acc": 0.60859, "loss_cls": 2.80764, "loss": 2.80764, "grad_norm": 3.83081, "time": 2.01984}
{"mode": "train", "epoch": 11, "iter": 500, "lr": 0.02, "memory": 10966, "data_time": 0.03912, "top1_acc": 0.32383, "top5_acc": 0.62656, "loss_cls": 2.78762, "loss": 2.78762, "grad_norm": 3.84891, "time": 2.06617}
{"mode": "train", "epoch": 11, "iter": 520, "lr": 0.02, "memory": 10966, "data_time": 0.3672, "top1_acc": 0.31836, "top5_acc": 0.6168, "loss_cls": 2.8061, "loss": 2.8061, "grad_norm": 3.87971, "time": 2.07482}
{"mode": "train", "epoch": 11, "iter": 540, "lr": 0.02, "memory": 10966, "data_time": 0.15778, "top1_acc": 0.3332, "top5_acc": 0.62031, "loss_cls": 2.77789, "loss": 2.77789, "grad_norm": 3.87644, "time": 1.93987}
{"mode": "train", "epoch": 11, "iter": 560, "lr": 0.02, "memory": 10966, "data_time": 0.00379, "top1_acc": 0.32031, "top5_acc": 0.61836, "loss_cls": 2.84107, "loss": 2.84107, "grad_norm": 3.87886, "time": 2.21769}
{"mode": "train", "epoch": 11, "iter": 580, "lr": 0.02, "memory": 10966, "data_time": 0.08319, "top1_acc": 0.34141, "top5_acc": 0.62773, "loss_cls": 2.77506, "loss": 2.77506, "grad_norm": 3.87042, "time": 2.05647}
{"mode": "train", "epoch": 11, "iter": 600, "lr": 0.02, "memory": 10966, "data_time": 0.10199, "top1_acc": 0.32617, "top5_acc": 0.61172, "loss_cls": 2.81845, "loss": 2.81845, "grad_norm": 3.89674, "time": 2.17907}
{"mode": "train", "epoch": 11, "iter": 620, "lr": 0.02, "memory": 10966, "data_time": 1.45056, "top1_acc": 0.33711, "top5_acc": 0.62109, "loss_cls": 2.82805, "loss": 2.82805, "grad_norm": 4.0044, "time": 2.14772}
{"mode": "train", "epoch": 11, "iter": 640, "lr": 0.02, "memory": 10966, "data_time": 1.19128, "top1_acc": 0.32656, "top5_acc": 0.60898, "loss_cls": 2.82436, "loss": 2.82436, "grad_norm": 3.85535, "time": 2.00345}
{"mode": "train", "epoch": 11, "iter": 660, "lr": 0.02, "memory": 10966, "data_time": 1.1469, "top1_acc": 0.31562, "top5_acc": 0.59961, "loss_cls": 2.86689, "loss": 2.86689, "grad_norm": 3.88548, "time": 2.11581}
{"mode": "train", "epoch": 11, "iter": 680, "lr": 0.02, "memory": 10966, "data_time": 1.50058, "top1_acc": 0.31445, "top5_acc": 0.61562, "loss_cls": 2.87394, "loss": 2.87394, "grad_norm": 4.00852, "time": 2.11431}
{"mode": "train", "epoch": 11, "iter": 700, "lr": 0.02, "memory": 10966, "data_time": 0.66373, "top1_acc": 0.3293, "top5_acc": 0.62227, "loss_cls": 2.82183, "loss": 2.82183, "grad_norm": 3.89805, "time": 2.01453}
{"mode": "train", "epoch": 11, "iter": 720, "lr": 0.02, "memory": 10966, "data_time": 0.00599, "top1_acc": 0.32188, "top5_acc": 0.6125, "loss_cls": 2.82789, "loss": 2.82789, "grad_norm": 3.84162, "time": 2.22207}
{"mode": "train", "epoch": 11, "iter": 740, "lr": 0.02, "memory": 10966, "data_time": 0.04683, "top1_acc": 0.32461, "top5_acc": 0.63516, "loss_cls": 2.75447, "loss": 2.75447, "grad_norm": 3.88357, "time": 2.02908}
{"mode": "train", "epoch": 11, "iter": 760, "lr": 0.02, "memory": 10966, "data_time": 0.12434, "top1_acc": 0.3207, "top5_acc": 0.61875, "loss_cls": 2.81268, "loss": 2.81268, "grad_norm": 3.93659, "time": 2.00865}
{"mode": "train", "epoch": 11, "iter": 780, "lr": 0.02, "memory": 10966, "data_time": 1.23517, "top1_acc": 0.31055, "top5_acc": 0.61055, "loss_cls": 2.84411, "loss": 2.84411, "grad_norm": 3.97245, "time": 2.1962}
{"mode": "train", "epoch": 11, "iter": 800, "lr": 0.02, "memory": 10966, "data_time": 0.5905, "top1_acc": 0.31953, "top5_acc": 0.6332, "loss_cls": 2.77398, "loss": 2.77398, "grad_norm": 3.90888, "time": 1.9349}
{"mode": "train", "epoch": 11, "iter": 820, "lr": 0.02, "memory": 10966, "data_time": 0.01568, "top1_acc": 0.32461, "top5_acc": 0.62148, "loss_cls": 2.76256, "loss": 2.76256, "grad_norm": 3.85107, "time": 2.02946}
{"mode": "train", "epoch": 11, "iter": 840, "lr": 0.02, "memory": 10966, "data_time": 0.37889, "top1_acc": 0.32695, "top5_acc": 0.61289, "loss_cls": 2.81051, "loss": 2.81051, "grad_norm": 3.92639, "time": 2.19802}
{"mode": "train", "epoch": 11, "iter": 860, "lr": 0.02, "memory": 10966, "data_time": 0.57199, "top1_acc": 0.33047, "top5_acc": 0.61445, "loss_cls": 2.80254, "loss": 2.80254, "grad_norm": 3.83108, "time": 1.97549}
{"mode": "train", "epoch": 11, "iter": 880, "lr": 0.02, "memory": 10966, "data_time": 0.00323, "top1_acc": 0.32539, "top5_acc": 0.60977, "loss_cls": 2.86821, "loss": 2.86821, "grad_norm": 3.8494, "time": 2.08517}
{"mode": "train", "epoch": 11, "iter": 900, "lr": 0.02, "memory": 10966, "data_time": 0.009, "top1_acc": 0.33984, "top5_acc": 0.61836, "loss_cls": 2.77319, "loss": 2.77319, "grad_norm": 3.82675, "time": 1.98456}
{"mode": "train", "epoch": 11, "iter": 920, "lr": 0.02, "memory": 10966, "data_time": 0.007, "top1_acc": 0.33828, "top5_acc": 0.62266, "loss_cls": 2.73154, "loss": 2.73154, "grad_norm": 3.75525, "time": 2.2064}
{"mode": "train", "epoch": 11, "iter": 940, "lr": 0.02, "memory": 10966, "data_time": 0.00348, "top1_acc": 0.31367, "top5_acc": 0.60156, "loss_cls": 2.85668, "loss": 2.85668, "grad_norm": 3.87199, "time": 2.14276}
{"mode": "train", "epoch": 11, "iter": 960, "lr": 0.02, "memory": 10966, "data_time": 0.00253, "top1_acc": 0.31094, "top5_acc": 0.61562, "loss_cls": 2.82847, "loss": 2.82847, "grad_norm": 3.89236, "time": 1.95137}
{"mode": "train", "epoch": 11, "iter": 980, "lr": 0.02, "memory": 10966, "data_time": 0.02498, "top1_acc": 0.30391, "top5_acc": 0.58398, "loss_cls": 2.8896, "loss": 2.8896, "grad_norm": 3.84899, "time": 2.13391}
{"mode": "train", "epoch": 11, "iter": 1000, "lr": 0.02, "memory": 10966, "data_time": 0.02247, "top1_acc": 0.32188, "top5_acc": 0.61836, "loss_cls": 2.83314, "loss": 2.83314, "grad_norm": 3.92532, "time": 2.05817}
{"mode": "train", "epoch": 11, "iter": 1020, "lr": 0.02, "memory": 10966, "data_time": 0.12949, "top1_acc": 0.30117, "top5_acc": 0.60156, "loss_cls": 2.88532, "loss": 2.88532, "grad_norm": 3.98938, "time": 2.24944}
{"mode": "train", "epoch": 11, "iter": 1040, "lr": 0.02, "memory": 10966, "data_time": 0.67359, "top1_acc": 0.32188, "top5_acc": 0.61328, "loss_cls": 2.86432, "loss": 2.86432, "grad_norm": 3.92208, "time": 2.0575}
{"mode": "train", "epoch": 11, "iter": 1060, "lr": 0.02, "memory": 10966, "data_time": 0.00967, "top1_acc": 0.32188, "top5_acc": 0.62891, "loss_cls": 2.80332, "loss": 2.80332, "grad_norm": 3.93603, "time": 2.11694}
{"mode": "train", "epoch": 11, "iter": 1080, "lr": 0.02, "memory": 10966, "data_time": 0.0027, "top1_acc": 0.32266, "top5_acc": 0.60547, "loss_cls": 2.86284, "loss": 2.86284, "grad_norm": 3.89476, "time": 2.03847}
{"mode": "train", "epoch": 11, "iter": 1100, "lr": 0.02, "memory": 10966, "data_time": 0.00237, "top1_acc": 0.32891, "top5_acc": 0.61445, "loss_cls": 2.82656, "loss": 2.82656, "grad_norm": 3.86436, "time": 1.98659}
{"mode": "train", "epoch": 11, "iter": 1120, "lr": 0.02, "memory": 10966, "data_time": 0.00261, "top1_acc": 0.32617, "top5_acc": 0.60273, "loss_cls": 2.84903, "loss": 2.84903, "grad_norm": 3.80005, "time": 2.04472}
{"mode": "train", "epoch": 11, "iter": 1140, "lr": 0.02, "memory": 10966, "data_time": 0.04235, "top1_acc": 0.31562, "top5_acc": 0.59688, "loss_cls": 2.85017, "loss": 2.85017, "grad_norm": 3.87238, "time": 2.09184}
{"mode": "train", "epoch": 11, "iter": 1160, "lr": 0.02, "memory": 10966, "data_time": 0.00641, "top1_acc": 0.32344, "top5_acc": 0.60352, "loss_cls": 2.84131, "loss": 2.84131, "grad_norm": 3.92846, "time": 2.17802}
{"mode": "train", "epoch": 11, "iter": 1180, "lr": 0.02, "memory": 10966, "data_time": 0.00302, "top1_acc": 0.31211, "top5_acc": 0.61484, "loss_cls": 2.82452, "loss": 2.82452, "grad_norm": 3.91394, "time": 2.0374}
{"mode": "train", "epoch": 11, "iter": 1200, "lr": 0.02, "memory": 10966, "data_time": 0.09271, "top1_acc": 0.3207, "top5_acc": 0.59922, "loss_cls": 2.86094, "loss": 2.86094, "grad_norm": 3.81228, "time": 2.09416}
{"mode": "train", "epoch": 11, "iter": 1220, "lr": 0.02, "memory": 10966, "data_time": 0.17284, "top1_acc": 0.33438, "top5_acc": 0.62773, "loss_cls": 2.75623, "loss": 2.75623, "grad_norm": 3.86778, "time": 2.21883}
{"mode": "train", "epoch": 11, "iter": 1240, "lr": 0.02, "memory": 10966, "data_time": 0.00855, "top1_acc": 0.31484, "top5_acc": 0.60898, "loss_cls": 2.8351, "loss": 2.8351, "grad_norm": 3.97839, "time": 1.96993}
{"mode": "train", "epoch": 11, "iter": 1260, "lr": 0.02, "memory": 10966, "data_time": 0.00213, "top1_acc": 0.31992, "top5_acc": 0.60586, "loss_cls": 2.85304, "loss": 2.85304, "grad_norm": 3.80889, "time": 2.09268}
{"mode": "train", "epoch": 11, "iter": 1280, "lr": 0.02, "memory": 10966, "data_time": 0.0029, "top1_acc": 0.31992, "top5_acc": 0.625, "loss_cls": 2.80847, "loss": 2.80847, "grad_norm": 3.82266, "time": 2.13038}
{"mode": "train", "epoch": 11, "iter": 1300, "lr": 0.02, "memory": 10966, "data_time": 0.17932, "top1_acc": 0.32305, "top5_acc": 0.6207, "loss_cls": 2.80313, "loss": 2.80313, "grad_norm": 3.76918, "time": 2.10625}
{"mode": "train", "epoch": 11, "iter": 1320, "lr": 0.02, "memory": 10966, "data_time": 0.0044, "top1_acc": 0.32937, "top5_acc": 0.62698, "loss_cls": 2.78545, "loss": 2.78545, "grad_norm": 3.85171, "time": 1.77024}
{"mode": "val", "epoch": 11, "iter": 1320, "lr": 0.02, "top1_acc": 0.23829, "top5_acc": 0.52399, "mean_class_accuracy": 0.18545}
{"mode": "train", "epoch": 12, "iter": 20, "lr": 0.02, "memory": 10966, "data_time": 5.50294, "top1_acc": 0.34414, "top5_acc": 0.62773, "loss_cls": 2.7345, "loss": 2.7345, "grad_norm": 3.85958, "time": 7.48344}
{"mode": "train", "epoch": 12, "iter": 40, "lr": 0.02, "memory": 10966, "data_time": 0.17516, "top1_acc": 0.3332, "top5_acc": 0.62969, "loss_cls": 2.74352, "loss": 2.74352, "grad_norm": 3.89346, "time": 2.15018}
{"mode": "train", "epoch": 12, "iter": 60, "lr": 0.02, "memory": 10966, "data_time": 0.49341, "top1_acc": 0.33672, "top5_acc": 0.62891, "loss_cls": 2.75206, "loss": 2.75206, "grad_norm": 3.97012, "time": 2.09159}
{"mode": "train", "epoch": 12, "iter": 80, "lr": 0.02, "memory": 10966, "data_time": 0.26477, "top1_acc": 0.33711, "top5_acc": 0.62734, "loss_cls": 2.75404, "loss": 2.75404, "grad_norm": 3.9268, "time": 1.98995}
{"mode": "train", "epoch": 12, "iter": 100, "lr": 0.02, "memory": 10966, "data_time": 0.64803, "top1_acc": 0.32344, "top5_acc": 0.62773, "loss_cls": 2.75655, "loss": 2.75655, "grad_norm": 3.94629, "time": 2.09051}
{"mode": "train", "epoch": 12, "iter": 120, "lr": 0.02, "memory": 10966, "data_time": 0.81808, "top1_acc": 0.32617, "top5_acc": 0.62344, "loss_cls": 2.76175, "loss": 2.76175, "grad_norm": 3.88893, "time": 2.10492}
{"mode": "train", "epoch": 12, "iter": 140, "lr": 0.02, "memory": 10966, "data_time": 0.00254, "top1_acc": 0.32578, "top5_acc": 0.62891, "loss_cls": 2.77981, "loss": 2.77981, "grad_norm": 3.94842, "time": 1.96082}
{"mode": "train", "epoch": 12, "iter": 160, "lr": 0.02, "memory": 10966, "data_time": 0.84896, "top1_acc": 0.33281, "top5_acc": 0.62813, "loss_cls": 2.73084, "loss": 2.73084, "grad_norm": 3.87478, "time": 2.05056}
{"mode": "train", "epoch": 12, "iter": 180, "lr": 0.02, "memory": 10966, "data_time": 1.23944, "top1_acc": 0.34688, "top5_acc": 0.64453, "loss_cls": 2.69745, "loss": 2.69745, "grad_norm": 3.89156, "time": 2.13175}
{"mode": "train", "epoch": 12, "iter": 200, "lr": 0.02, "memory": 10966, "data_time": 1.42996, "top1_acc": 0.34258, "top5_acc": 0.62344, "loss_cls": 2.74283, "loss": 2.74283, "grad_norm": 3.98729, "time": 2.06257}
{"mode": "train", "epoch": 12, "iter": 220, "lr": 0.02, "memory": 10966, "data_time": 1.60633, "top1_acc": 0.31641, "top5_acc": 0.61602, "loss_cls": 2.79462, "loss": 2.79462, "grad_norm": 4.04498, "time": 2.17759}
{"mode": "train", "epoch": 12, "iter": 240, "lr": 0.02, "memory": 10966, "data_time": 1.43084, "top1_acc": 0.33594, "top5_acc": 0.63086, "loss_cls": 2.73015, "loss": 2.73015, "grad_norm": 3.89963, "time": 2.01349}
{"mode": "train", "epoch": 12, "iter": 260, "lr": 0.02, "memory": 10966, "data_time": 1.51335, "top1_acc": 0.34062, "top5_acc": 0.62305, "loss_cls": 2.71032, "loss": 2.71032, "grad_norm": 3.87748, "time": 2.11088}
{"mode": "train", "epoch": 12, "iter": 280, "lr": 0.02, "memory": 10966, "data_time": 1.36552, "top1_acc": 0.33242, "top5_acc": 0.61719, "loss_cls": 2.80473, "loss": 2.80473, "grad_norm": 3.98151, "time": 2.06689}
{"mode": "train", "epoch": 12, "iter": 300, "lr": 0.02, "memory": 10966, "data_time": 1.42573, "top1_acc": 0.33281, "top5_acc": 0.62813, "loss_cls": 2.73899, "loss": 2.73899, "grad_norm": 3.78768, "time": 2.07666}
{"mode": "train", "epoch": 12, "iter": 320, "lr": 0.02, "memory": 10966, "data_time": 0.62534, "top1_acc": 0.32734, "top5_acc": 0.61445, "loss_cls": 2.80976, "loss": 2.80976, "grad_norm": 3.92814, "time": 2.07364}
{"mode": "train", "epoch": 12, "iter": 340, "lr": 0.02, "memory": 10966, "data_time": 0.05706, "top1_acc": 0.34141, "top5_acc": 0.61211, "loss_cls": 2.79939, "loss": 2.79939, "grad_norm": 3.86212, "time": 2.11572}
{"mode": "train", "epoch": 12, "iter": 360, "lr": 0.02, "memory": 10966, "data_time": 0.06156, "top1_acc": 0.32305, "top5_acc": 0.62969, "loss_cls": 2.75434, "loss": 2.75434, "grad_norm": 4.00258, "time": 1.98256}
{"mode": "train", "epoch": 12, "iter": 380, "lr": 0.02, "memory": 10966, "data_time": 0.00771, "top1_acc": 0.34336, "top5_acc": 0.62422, "loss_cls": 2.7169, "loss": 2.7169, "grad_norm": 3.87138, "time": 2.04103}
{"mode": "train", "epoch": 12, "iter": 400, "lr": 0.02, "memory": 10966, "data_time": 0.00607, "top1_acc": 0.34844, "top5_acc": 0.63438, "loss_cls": 2.75329, "loss": 2.75329, "grad_norm": 3.99058, "time": 1.94485}
{"mode": "train", "epoch": 12, "iter": 420, "lr": 0.02, "memory": 10966, "data_time": 0.36949, "top1_acc": 0.33008, "top5_acc": 0.59922, "loss_cls": 2.83507, "loss": 2.83507, "grad_norm": 3.99694, "time": 2.13718}
{"mode": "train", "epoch": 12, "iter": 440, "lr": 0.02, "memory": 10966, "data_time": 0.02465, "top1_acc": 0.32422, "top5_acc": 0.6125, "loss_cls": 2.81097, "loss": 2.81097, "grad_norm": 3.97572, "time": 2.12001}
{"mode": "train", "epoch": 12, "iter": 460, "lr": 0.02, "memory": 10966, "data_time": 0.07043, "top1_acc": 0.31758, "top5_acc": 0.61445, "loss_cls": 2.8282, "loss": 2.8282, "grad_norm": 3.9422, "time": 2.02381}
{"mode": "train", "epoch": 12, "iter": 480, "lr": 0.02, "memory": 10966, "data_time": 0.5168, "top1_acc": 0.33477, "top5_acc": 0.6293, "loss_cls": 2.75875, "loss": 2.75875, "grad_norm": 3.87471, "time": 2.15446}
{"mode": "train", "epoch": 12, "iter": 500, "lr": 0.02, "memory": 10966, "data_time": 0.08247, "top1_acc": 0.32188, "top5_acc": 0.61016, "loss_cls": 2.81049, "loss": 2.81049, "grad_norm": 3.8793, "time": 2.15811}
{"mode": "train", "epoch": 12, "iter": 520, "lr": 0.02, "memory": 10966, "data_time": 0.21755, "top1_acc": 0.33867, "top5_acc": 0.62422, "loss_cls": 2.73797, "loss": 2.73797, "grad_norm": 3.855, "time": 2.07457}
{"mode": "train", "epoch": 12, "iter": 540, "lr": 0.02, "memory": 10966, "data_time": 0.06793, "top1_acc": 0.32617, "top5_acc": 0.6043, "loss_cls": 2.78738, "loss": 2.78738, "grad_norm": 3.85171, "time": 2.23202}
{"mode": "train", "epoch": 12, "iter": 560, "lr": 0.02, "memory": 10966, "data_time": 0.00432, "top1_acc": 0.31992, "top5_acc": 0.63203, "loss_cls": 2.75255, "loss": 2.75255, "grad_norm": 3.97803, "time": 2.16034}
{"mode": "train", "epoch": 12, "iter": 580, "lr": 0.02, "memory": 10966, "data_time": 0.12235, "top1_acc": 0.33945, "top5_acc": 0.62695, "loss_cls": 2.74877, "loss": 2.74877, "grad_norm": 3.88697, "time": 2.16232}
{"mode": "train", "epoch": 12, "iter": 600, "lr": 0.02, "memory": 10966, "data_time": 0.01291, "top1_acc": 0.32695, "top5_acc": 0.625, "loss_cls": 2.76762, "loss": 2.76762, "grad_norm": 3.94337, "time": 1.99447}
{"mode": "train", "epoch": 12, "iter": 620, "lr": 0.02, "memory": 10966, "data_time": 0.02593, "top1_acc": 0.3168, "top5_acc": 0.60664, "loss_cls": 2.81317, "loss": 2.81317, "grad_norm": 3.98277, "time": 2.08389}
{"mode": "train", "epoch": 12, "iter": 640, "lr": 0.02, "memory": 10966, "data_time": 0.00858, "top1_acc": 0.3418, "top5_acc": 0.63789, "loss_cls": 2.70774, "loss": 2.70774, "grad_norm": 3.8612, "time": 2.10521}
{"mode": "train", "epoch": 12, "iter": 660, "lr": 0.02, "memory": 10966, "data_time": 0.00508, "top1_acc": 0.3457, "top5_acc": 0.63672, "loss_cls": 2.71086, "loss": 2.71086, "grad_norm": 3.92044, "time": 1.86864}
{"mode": "train", "epoch": 12, "iter": 680, "lr": 0.02, "memory": 10966, "data_time": 0.1315, "top1_acc": 0.33398, "top5_acc": 0.61641, "loss_cls": 2.79156, "loss": 2.79156, "grad_norm": 4.02343, "time": 2.21298}
{"mode": "train", "epoch": 12, "iter": 700, "lr": 0.02, "memory": 10966, "data_time": 0.16391, "top1_acc": 0.33984, "top5_acc": 0.62148, "loss_cls": 2.73999, "loss": 2.73999, "grad_norm": 3.80197, "time": 2.08837}
{"mode": "train", "epoch": 12, "iter": 720, "lr": 0.02, "memory": 10966, "data_time": 0.03593, "top1_acc": 0.32773, "top5_acc": 0.63438, "loss_cls": 2.73285, "loss": 2.73285, "grad_norm": 3.96412, "time": 2.03423}
{"mode": "train", "epoch": 12, "iter": 740, "lr": 0.02, "memory": 10966, "data_time": 0.51647, "top1_acc": 0.31484, "top5_acc": 0.61523, "loss_cls": 2.82888, "loss": 2.82888, "grad_norm": 3.97254, "time": 2.13938}
{"mode": "train", "epoch": 12, "iter": 760, "lr": 0.02, "memory": 10966, "data_time": 1.05625, "top1_acc": 0.30938, "top5_acc": 0.62656, "loss_cls": 2.83471, "loss": 2.83471, "grad_norm": 3.93723, "time": 2.15447}
{"mode": "train", "epoch": 12, "iter": 780, "lr": 0.02, "memory": 10966, "data_time": 1.09499, "top1_acc": 0.33242, "top5_acc": 0.61211, "loss_cls": 2.81488, "loss": 2.81488, "grad_norm": 3.95597, "time": 1.98859}
{"mode": "train", "epoch": 12, "iter": 800, "lr": 0.02, "memory": 10966, "data_time": 0.09436, "top1_acc": 0.33516, "top5_acc": 0.63828, "loss_cls": 2.71464, "loss": 2.71464, "grad_norm": 3.671, "time": 1.9804}
{"mode": "train", "epoch": 12, "iter": 820, "lr": 0.02, "memory": 10966, "data_time": 0.11192, "top1_acc": 0.33164, "top5_acc": 0.61719, "loss_cls": 2.78432, "loss": 2.78432, "grad_norm": 3.99597, "time": 2.0918}
{"mode": "train", "epoch": 12, "iter": 840, "lr": 0.02, "memory": 10966, "data_time": 0.00666, "top1_acc": 0.33047, "top5_acc": 0.6125, "loss_cls": 2.80971, "loss": 2.80971, "grad_norm": 3.91867, "time": 2.05561}
{"mode": "train", "epoch": 12, "iter": 860, "lr": 0.02, "memory": 10966, "data_time": 0.00431, "top1_acc": 0.33984, "top5_acc": 0.63711, "loss_cls": 2.7162, "loss": 2.7162, "grad_norm": 3.9414, "time": 2.02905}
{"mode": "train", "epoch": 12, "iter": 880, "lr": 0.02, "memory": 10966, "data_time": 0.26569, "top1_acc": 0.32891, "top5_acc": 0.61211, "loss_cls": 2.82974, "loss": 2.82974, "grad_norm": 3.99236, "time": 2.0346}
{"mode": "train", "epoch": 12, "iter": 900, "lr": 0.02, "memory": 10966, "data_time": 0.31177, "top1_acc": 0.33594, "top5_acc": 0.62422, "loss_cls": 2.76133, "loss": 2.76133, "grad_norm": 3.83786, "time": 2.15285}
{"mode": "train", "epoch": 12, "iter": 920, "lr": 0.02, "memory": 10966, "data_time": 0.11148, "top1_acc": 0.3207, "top5_acc": 0.61953, "loss_cls": 2.75654, "loss": 2.75654, "grad_norm": 3.92774, "time": 2.0391}
{"mode": "train", "epoch": 12, "iter": 940, "lr": 0.02, "memory": 10966, "data_time": 0.00797, "top1_acc": 0.33789, "top5_acc": 0.61875, "loss_cls": 2.75338, "loss": 2.75338, "grad_norm": 3.87993, "time": 2.17337}
{"mode": "train", "epoch": 12, "iter": 960, "lr": 0.02, "memory": 10966, "data_time": 0.08056, "top1_acc": 0.3293, "top5_acc": 0.60898, "loss_cls": 2.8168, "loss": 2.8168, "grad_norm": 3.93588, "time": 2.10101}
{"mode": "train", "epoch": 12, "iter": 980, "lr": 0.02, "memory": 10966, "data_time": 0.0637, "top1_acc": 0.33789, "top5_acc": 0.63477, "loss_cls": 2.74187, "loss": 2.74187, "grad_norm": 3.84053, "time": 2.14127}
{"mode": "train", "epoch": 12, "iter": 1000, "lr": 0.02, "memory": 10966, "data_time": 0.1634, "top1_acc": 0.3125, "top5_acc": 0.59961, "loss_cls": 2.82386, "loss": 2.82386, "grad_norm": 3.89467, "time": 2.14386}
{"mode": "train", "epoch": 12, "iter": 1020, "lr": 0.02, "memory": 10966, "data_time": 0.03116, "top1_acc": 0.3293, "top5_acc": 0.6207, "loss_cls": 2.81643, "loss": 2.81643, "grad_norm": 3.90843, "time": 1.97115}
{"mode": "train", "epoch": 12, "iter": 1040, "lr": 0.02, "memory": 10966, "data_time": 0.00793, "top1_acc": 0.33398, "top5_acc": 0.62187, "loss_cls": 2.77835, "loss": 2.77835, "grad_norm": 3.90109, "time": 2.10762}
{"mode": "train", "epoch": 12, "iter": 1060, "lr": 0.02, "memory": 10966, "data_time": 0.00468, "top1_acc": 0.34336, "top5_acc": 0.61602, "loss_cls": 2.75238, "loss": 2.75238, "grad_norm": 3.75995, "time": 2.12777}
{"mode": "train", "epoch": 12, "iter": 1080, "lr": 0.02, "memory": 10966, "data_time": 0.00522, "top1_acc": 0.34062, "top5_acc": 0.63164, "loss_cls": 2.7395, "loss": 2.7395, "grad_norm": 3.88748, "time": 1.9562}
{"mode": "train", "epoch": 12, "iter": 1100, "lr": 0.02, "memory": 10966, "data_time": 0.00404, "top1_acc": 0.32266, "top5_acc": 0.62344, "loss_cls": 2.77758, "loss": 2.77758, "grad_norm": 3.89139, "time": 2.07741}
{"mode": "train", "epoch": 12, "iter": 1120, "lr": 0.02, "memory": 10966, "data_time": 0.02083, "top1_acc": 0.3293, "top5_acc": 0.62109, "loss_cls": 2.79631, "loss": 2.79631, "grad_norm": 3.91983, "time": 2.06944}
{"mode": "train", "epoch": 12, "iter": 1140, "lr": 0.02, "memory": 10966, "data_time": 0.01104, "top1_acc": 0.31914, "top5_acc": 0.62227, "loss_cls": 2.82363, "loss": 2.82363, "grad_norm": 3.87255, "time": 2.09009}
{"mode": "train", "epoch": 12, "iter": 1160, "lr": 0.02, "memory": 10966, "data_time": 0.15821, "top1_acc": 0.32891, "top5_acc": 0.62734, "loss_cls": 2.74091, "loss": 2.74091, "grad_norm": 3.82896, "time": 2.14098}
{"mode": "train", "epoch": 12, "iter": 1180, "lr": 0.02, "memory": 10966, "data_time": 0.06733, "top1_acc": 0.32852, "top5_acc": 0.62656, "loss_cls": 2.75278, "loss": 2.75278, "grad_norm": 3.86858, "time": 2.08669}
{"mode": "train", "epoch": 12, "iter": 1200, "lr": 0.02, "memory": 10966, "data_time": 0.00436, "top1_acc": 0.34219, "top5_acc": 0.62695, "loss_cls": 2.72462, "loss": 2.72462, "grad_norm": 3.80015, "time": 2.16529}
{"mode": "train", "epoch": 12, "iter": 1220, "lr": 0.02, "memory": 10966, "data_time": 0.01746, "top1_acc": 0.33867, "top5_acc": 0.63555, "loss_cls": 2.72843, "loss": 2.72843, "grad_norm": 3.79071, "time": 1.94963}
{"mode": "train", "epoch": 12, "iter": 1240, "lr": 0.02, "memory": 10966, "data_time": 0.73587, "top1_acc": 0.33164, "top5_acc": 0.60938, "loss_cls": 2.83249, "loss": 2.83249, "grad_norm": 3.87592, "time": 2.16887}
{"mode": "train", "epoch": 12, "iter": 1260, "lr": 0.02, "memory": 10966, "data_time": 0.55512, "top1_acc": 0.32891, "top5_acc": 0.63633, "loss_cls": 2.71294, "loss": 2.71294, "grad_norm": 3.84036, "time": 2.04094}
{"mode": "train", "epoch": 12, "iter": 1280, "lr": 0.02, "memory": 10966, "data_time": 0.43071, "top1_acc": 0.33828, "top5_acc": 0.62109, "loss_cls": 2.77819, "loss": 2.77819, "grad_norm": 3.90698, "time": 2.0238}
{"mode": "train", "epoch": 12, "iter": 1300, "lr": 0.02, "memory": 10966, "data_time": 1.31889, "top1_acc": 0.32773, "top5_acc": 0.60273, "loss_cls": 2.81862, "loss": 2.81862, "grad_norm": 3.92548, "time": 2.05823}
{"mode": "train", "epoch": 12, "iter": 1320, "lr": 0.02, "memory": 10966, "data_time": 1.26421, "top1_acc": 0.3381, "top5_acc": 0.61429, "loss_cls": 2.76871, "loss": 2.76871, "grad_norm": 3.82012, "time": 1.95253}
{"mode": "val", "epoch": 12, "iter": 1320, "lr": 0.02, "top1_acc": 0.24644, "top5_acc": 0.53154, "mean_class_accuracy": 0.19625}
{"mode": "train", "epoch": 13, "iter": 20, "lr": 0.02, "memory": 10966, "data_time": 5.75997, "top1_acc": 0.3582, "top5_acc": 0.6375, "loss_cls": 2.65492, "loss": 2.65492, "grad_norm": 3.7775, "time": 7.41838}
{"mode": "train", "epoch": 13, "iter": 40, "lr": 0.02, "memory": 10966, "data_time": 0.00895, "top1_acc": 0.34688, "top5_acc": 0.63672, "loss_cls": 2.68933, "loss": 2.68933, "grad_norm": 3.84827, "time": 2.083}
{"mode": "train", "epoch": 13, "iter": 60, "lr": 0.02, "memory": 10966, "data_time": 0.00581, "top1_acc": 0.34102, "top5_acc": 0.64258, "loss_cls": 2.67224, "loss": 2.67224, "grad_norm": 3.84821, "time": 2.04279}
{"mode": "train", "epoch": 13, "iter": 80, "lr": 0.02, "memory": 10966, "data_time": 0.00456, "top1_acc": 0.35273, "top5_acc": 0.64414, "loss_cls": 2.6571, "loss": 2.6571, "grad_norm": 3.82268, "time": 2.15959}
{"mode": "train", "epoch": 13, "iter": 100, "lr": 0.02, "memory": 10966, "data_time": 0.00598, "top1_acc": 0.34766, "top5_acc": 0.64023, "loss_cls": 2.68063, "loss": 2.68063, "grad_norm": 3.95594, "time": 1.94319}
{"mode": "train", "epoch": 13, "iter": 120, "lr": 0.02, "memory": 10966, "data_time": 0.00731, "top1_acc": 0.3293, "top5_acc": 0.6293, "loss_cls": 2.73577, "loss": 2.73577, "grad_norm": 3.88238, "time": 2.19183}
{"mode": "train", "epoch": 13, "iter": 140, "lr": 0.02, "memory": 10966, "data_time": 0.00217, "top1_acc": 0.33164, "top5_acc": 0.63398, "loss_cls": 2.76049, "loss": 2.76049, "grad_norm": 3.96597, "time": 2.07583}
{"mode": "train", "epoch": 13, "iter": 160, "lr": 0.02, "memory": 10966, "data_time": 0.0045, "top1_acc": 0.34414, "top5_acc": 0.64336, "loss_cls": 2.70377, "loss": 2.70377, "grad_norm": 3.95422, "time": 2.06631}
{"mode": "train", "epoch": 13, "iter": 180, "lr": 0.02, "memory": 10966, "data_time": 0.05578, "top1_acc": 0.33789, "top5_acc": 0.6375, "loss_cls": 2.68733, "loss": 2.68733, "grad_norm": 3.88674, "time": 2.07695}
{"mode": "train", "epoch": 13, "iter": 200, "lr": 0.02, "memory": 10966, "data_time": 0.00361, "top1_acc": 0.3375, "top5_acc": 0.63438, "loss_cls": 2.71354, "loss": 2.71354, "grad_norm": 3.90019, "time": 2.15738}
{"mode": "train", "epoch": 13, "iter": 220, "lr": 0.02, "memory": 10966, "data_time": 0.00809, "top1_acc": 0.33672, "top5_acc": 0.64258, "loss_cls": 2.69931, "loss": 2.69931, "grad_norm": 3.97705, "time": 2.17675}
{"mode": "train", "epoch": 13, "iter": 240, "lr": 0.02, "memory": 10966, "data_time": 0.00976, "top1_acc": 0.33906, "top5_acc": 0.62187, "loss_cls": 2.73756, "loss": 2.73756, "grad_norm": 3.87676, "time": 1.95326}
{"mode": "train", "epoch": 13, "iter": 260, "lr": 0.02, "memory": 10966, "data_time": 0.00285, "top1_acc": 0.34883, "top5_acc": 0.64961, "loss_cls": 2.6693, "loss": 2.6693, "grad_norm": 4.02328, "time": 2.03977}
{"mode": "train", "epoch": 13, "iter": 280, "lr": 0.02, "memory": 10966, "data_time": 0.00533, "top1_acc": 0.34258, "top5_acc": 0.63828, "loss_cls": 2.7049, "loss": 2.7049, "grad_norm": 3.93667, "time": 2.29573}
{"mode": "train", "epoch": 13, "iter": 300, "lr": 0.02, "memory": 10966, "data_time": 0.011, "top1_acc": 0.33359, "top5_acc": 0.64922, "loss_cls": 2.73542, "loss": 2.73542, "grad_norm": 3.97626, "time": 1.96291}
{"mode": "train", "epoch": 13, "iter": 320, "lr": 0.02, "memory": 10966, "data_time": 0.37846, "top1_acc": 0.35039, "top5_acc": 0.6418, "loss_cls": 2.67568, "loss": 2.67568, "grad_norm": 3.85699, "time": 2.22001}
{"mode": "train", "epoch": 13, "iter": 340, "lr": 0.02, "memory": 10966, "data_time": 0.00349, "top1_acc": 0.33516, "top5_acc": 0.64258, "loss_cls": 2.71845, "loss": 2.71845, "grad_norm": 3.92285, "time": 1.99077}
{"mode": "train", "epoch": 13, "iter": 360, "lr": 0.02, "memory": 10966, "data_time": 0.00642, "top1_acc": 0.33789, "top5_acc": 0.64141, "loss_cls": 2.68532, "loss": 2.68532, "grad_norm": 3.9203, "time": 2.05082}
{"mode": "train", "epoch": 13, "iter": 380, "lr": 0.02, "memory": 10966, "data_time": 0.14193, "top1_acc": 0.33477, "top5_acc": 0.63438, "loss_cls": 2.76367, "loss": 2.76367, "grad_norm": 3.98243, "time": 1.91841}
{"mode": "train", "epoch": 13, "iter": 400, "lr": 0.02, "memory": 10966, "data_time": 0.05448, "top1_acc": 0.34258, "top5_acc": 0.63906, "loss_cls": 2.71301, "loss": 2.71301, "grad_norm": 3.97324, "time": 2.24193}
{"mode": "train", "epoch": 13, "iter": 420, "lr": 0.02, "memory": 10966, "data_time": 0.00305, "top1_acc": 0.3332, "top5_acc": 0.62266, "loss_cls": 2.76091, "loss": 2.76091, "grad_norm": 3.8645, "time": 1.91288}
{"mode": "train", "epoch": 13, "iter": 440, "lr": 0.02, "memory": 10966, "data_time": 0.29575, "top1_acc": 0.34023, "top5_acc": 0.6293, "loss_cls": 2.7513, "loss": 2.7513, "grad_norm": 3.80282, "time": 2.06158}
{"mode": "train", "epoch": 13, "iter": 460, "lr": 0.02, "memory": 10966, "data_time": 0.00433, "top1_acc": 0.33945, "top5_acc": 0.61992, "loss_cls": 2.74317, "loss": 2.74317, "grad_norm": 3.89259, "time": 2.14565}
{"mode": "train", "epoch": 13, "iter": 480, "lr": 0.02, "memory": 10966, "data_time": 0.00276, "top1_acc": 0.3332, "top5_acc": 0.62969, "loss_cls": 2.73174, "loss": 2.73174, "grad_norm": 3.85205, "time": 2.15118}
{"mode": "train", "epoch": 13, "iter": 500, "lr": 0.02, "memory": 10966, "data_time": 0.23591, "top1_acc": 0.33672, "top5_acc": 0.62422, "loss_cls": 2.76524, "loss": 2.76524, "grad_norm": 3.96877, "time": 1.96422}
{"mode": "train", "epoch": 13, "iter": 520, "lr": 0.02, "memory": 10966, "data_time": 0.00415, "top1_acc": 0.3418, "top5_acc": 0.63945, "loss_cls": 2.72419, "loss": 2.72419, "grad_norm": 3.87818, "time": 2.21719}
{"mode": "train", "epoch": 13, "iter": 540, "lr": 0.02, "memory": 10966, "data_time": 0.00587, "top1_acc": 0.35078, "top5_acc": 0.63945, "loss_cls": 2.64939, "loss": 2.64939, "grad_norm": 3.9106, "time": 2.00088}
{"mode": "train", "epoch": 13, "iter": 560, "lr": 0.02, "memory": 10966, "data_time": 0.01018, "top1_acc": 0.35625, "top5_acc": 0.63438, "loss_cls": 2.67723, "loss": 2.67723, "grad_norm": 4.02375, "time": 2.04966}
{"mode": "train", "epoch": 13, "iter": 580, "lr": 0.02, "memory": 10966, "data_time": 0.00286, "top1_acc": 0.33359, "top5_acc": 0.63438, "loss_cls": 2.76066, "loss": 2.76066, "grad_norm": 3.95496, "time": 1.94163}
{"mode": "train", "epoch": 13, "iter": 600, "lr": 0.02, "memory": 10966, "data_time": 0.00246, "top1_acc": 0.35312, "top5_acc": 0.63242, "loss_cls": 2.70543, "loss": 2.70543, "grad_norm": 3.89669, "time": 2.1521}
{"mode": "train", "epoch": 13, "iter": 620, "lr": 0.02, "memory": 10966, "data_time": 0.11424, "top1_acc": 0.32148, "top5_acc": 0.62305, "loss_cls": 2.79175, "loss": 2.79175, "grad_norm": 3.92797, "time": 2.00068}
{"mode": "train", "epoch": 13, "iter": 640, "lr": 0.02, "memory": 10966, "data_time": 0.15799, "top1_acc": 0.34805, "top5_acc": 0.62578, "loss_cls": 2.72688, "loss": 2.72688, "grad_norm": 3.95431, "time": 2.09194}
{"mode": "train", "epoch": 13, "iter": 660, "lr": 0.02, "memory": 10966, "data_time": 0.03648, "top1_acc": 0.33984, "top5_acc": 0.6375, "loss_cls": 2.73557, "loss": 2.73557, "grad_norm": 3.89471, "time": 2.38797}
{"mode": "train", "epoch": 13, "iter": 680, "lr": 0.02, "memory": 10966, "data_time": 0.00363, "top1_acc": 0.34258, "top5_acc": 0.64609, "loss_cls": 2.70943, "loss": 2.70943, "grad_norm": 3.943, "time": 2.05884}
{"mode": "train", "epoch": 13, "iter": 700, "lr": 0.02, "memory": 10966, "data_time": 0.04215, "top1_acc": 0.34688, "top5_acc": 0.63828, "loss_cls": 2.68326, "loss": 2.68326, "grad_norm": 3.92463, "time": 2.15168}
{"mode": "train", "epoch": 13, "iter": 720, "lr": 0.02, "memory": 10966, "data_time": 0.04428, "top1_acc": 0.35078, "top5_acc": 0.64062, "loss_cls": 2.69754, "loss": 2.69754, "grad_norm": 3.94433, "time": 2.01189}
{"mode": "train", "epoch": 13, "iter": 740, "lr": 0.02, "memory": 10966, "data_time": 0.01292, "top1_acc": 0.34023, "top5_acc": 0.63555, "loss_cls": 2.74472, "loss": 2.74472, "grad_norm": 3.96176, "time": 2.14313}
{"mode": "train", "epoch": 13, "iter": 760, "lr": 0.02, "memory": 10966, "data_time": 0.00844, "top1_acc": 0.32305, "top5_acc": 0.63008, "loss_cls": 2.71765, "loss": 2.71765, "grad_norm": 3.98164, "time": 1.93494}
{"mode": "train", "epoch": 13, "iter": 780, "lr": 0.02, "memory": 10966, "data_time": 0.00754, "top1_acc": 0.33398, "top5_acc": 0.62695, "loss_cls": 2.77355, "loss": 2.77355, "grad_norm": 3.94692, "time": 2.22534}
{"mode": "train", "epoch": 13, "iter": 800, "lr": 0.02, "memory": 10966, "data_time": 0.07901, "top1_acc": 0.33242, "top5_acc": 0.63359, "loss_cls": 2.73915, "loss": 2.73915, "grad_norm": 3.89386, "time": 2.02054}
{"mode": "train", "epoch": 13, "iter": 820, "lr": 0.02, "memory": 10966, "data_time": 0.00384, "top1_acc": 0.33828, "top5_acc": 0.63477, "loss_cls": 2.71502, "loss": 2.71502, "grad_norm": 3.91589, "time": 2.18785}
{"mode": "train", "epoch": 13, "iter": 840, "lr": 0.02, "memory": 10966, "data_time": 0.00718, "top1_acc": 0.33281, "top5_acc": 0.61836, "loss_cls": 2.77361, "loss": 2.77361, "grad_norm": 3.99846, "time": 2.03159}
{"mode": "train", "epoch": 13, "iter": 860, "lr": 0.02, "memory": 10966, "data_time": 0.00158, "top1_acc": 0.33633, "top5_acc": 0.64375, "loss_cls": 2.72167, "loss": 2.72167, "grad_norm": 3.87034, "time": 2.06999}
{"mode": "train", "epoch": 13, "iter": 880, "lr": 0.02, "memory": 10966, "data_time": 0.00418, "top1_acc": 0.34648, "top5_acc": 0.62031, "loss_cls": 2.74621, "loss": 2.74621, "grad_norm": 3.98303, "time": 2.00979}
{"mode": "train", "epoch": 13, "iter": 900, "lr": 0.02, "memory": 10966, "data_time": 0.00195, "top1_acc": 0.32773, "top5_acc": 0.60352, "loss_cls": 2.83219, "loss": 2.83219, "grad_norm": 4.03236, "time": 2.23238}
{"mode": "train", "epoch": 13, "iter": 920, "lr": 0.02, "memory": 10966, "data_time": 0.00962, "top1_acc": 0.34766, "top5_acc": 0.63867, "loss_cls": 2.71511, "loss": 2.71511, "grad_norm": 3.82188, "time": 1.98771}
{"mode": "train", "epoch": 13, "iter": 940, "lr": 0.02, "memory": 10966, "data_time": 0.04037, "top1_acc": 0.33906, "top5_acc": 0.62813, "loss_cls": 2.76282, "loss": 2.76282, "grad_norm": 3.92376, "time": 2.15221}
{"mode": "train", "epoch": 13, "iter": 960, "lr": 0.02, "memory": 10966, "data_time": 0.00586, "top1_acc": 0.32383, "top5_acc": 0.60273, "loss_cls": 2.81128, "loss": 2.81128, "grad_norm": 3.92338, "time": 2.16167}
{"mode": "train", "epoch": 13, "iter": 980, "lr": 0.02, "memory": 10966, "data_time": 0.00569, "top1_acc": 0.33516, "top5_acc": 0.63633, "loss_cls": 2.70519, "loss": 2.70519, "grad_norm": 3.96479, "time": 2.06383}
{"mode": "train", "epoch": 13, "iter": 1000, "lr": 0.02, "memory": 10966, "data_time": 0.10267, "top1_acc": 0.33555, "top5_acc": 0.62031, "loss_cls": 2.75322, "loss": 2.75322, "grad_norm": 3.89535, "time": 1.98296}
{"mode": "train", "epoch": 13, "iter": 1020, "lr": 0.02, "memory": 10966, "data_time": 0.01322, "top1_acc": 0.32148, "top5_acc": 0.62891, "loss_cls": 2.751, "loss": 2.751, "grad_norm": 3.82222, "time": 1.97991}
{"mode": "train", "epoch": 13, "iter": 1040, "lr": 0.02, "memory": 10966, "data_time": 0.00304, "top1_acc": 0.34648, "top5_acc": 0.63008, "loss_cls": 2.74202, "loss": 2.74202, "grad_norm": 4.04182, "time": 2.18203}
{"mode": "train", "epoch": 13, "iter": 1060, "lr": 0.02, "memory": 10966, "data_time": 0.00182, "top1_acc": 0.32578, "top5_acc": 0.61602, "loss_cls": 2.80142, "loss": 2.80142, "grad_norm": 3.91813, "time": 2.05887}
{"mode": "train", "epoch": 13, "iter": 1080, "lr": 0.02, "memory": 10966, "data_time": 0.00304, "top1_acc": 0.35, "top5_acc": 0.63008, "loss_cls": 2.72491, "loss": 2.72491, "grad_norm": 3.89759, "time": 1.97998}
{"mode": "train", "epoch": 13, "iter": 1100, "lr": 0.02, "memory": 10966, "data_time": 0.00201, "top1_acc": 0.32734, "top5_acc": 0.62734, "loss_cls": 2.75282, "loss": 2.75282, "grad_norm": 3.97231, "time": 2.14488}
{"mode": "train", "epoch": 13, "iter": 1120, "lr": 0.02, "memory": 10966, "data_time": 0.00489, "top1_acc": 0.34805, "top5_acc": 0.63906, "loss_cls": 2.68635, "loss": 2.68635, "grad_norm": 3.87226, "time": 2.05437}
{"mode": "train", "epoch": 13, "iter": 1140, "lr": 0.02, "memory": 10966, "data_time": 0.0016, "top1_acc": 0.33867, "top5_acc": 0.64297, "loss_cls": 2.69806, "loss": 2.69806, "grad_norm": 3.91823, "time": 1.95565}
{"mode": "train", "epoch": 13, "iter": 1160, "lr": 0.02, "memory": 10966, "data_time": 0.06873, "top1_acc": 0.35234, "top5_acc": 0.64336, "loss_cls": 2.66523, "loss": 2.66523, "grad_norm": 3.92291, "time": 2.12606}
{"mode": "train", "epoch": 13, "iter": 1180, "lr": 0.02, "memory": 10966, "data_time": 0.00205, "top1_acc": 0.33125, "top5_acc": 0.60664, "loss_cls": 2.83547, "loss": 2.83547, "grad_norm": 3.94381, "time": 2.04538}
{"mode": "train", "epoch": 13, "iter": 1200, "lr": 0.02, "memory": 10966, "data_time": 0.00414, "top1_acc": 0.33711, "top5_acc": 0.62695, "loss_cls": 2.72094, "loss": 2.72094, "grad_norm": 3.85734, "time": 2.13843}
{"mode": "train", "epoch": 13, "iter": 1220, "lr": 0.02, "memory": 10966, "data_time": 0.00192, "top1_acc": 0.33008, "top5_acc": 0.63203, "loss_cls": 2.75738, "loss": 2.75738, "grad_norm": 3.94525, "time": 2.0298}
{"mode": "train", "epoch": 13, "iter": 1240, "lr": 0.02, "memory": 10966, "data_time": 0.00676, "top1_acc": 0.32031, "top5_acc": 0.62539, "loss_cls": 2.79739, "loss": 2.79739, "grad_norm": 4.0271, "time": 2.06898}
{"mode": "train", "epoch": 13, "iter": 1260, "lr": 0.02, "memory": 10966, "data_time": 0.00121, "top1_acc": 0.34492, "top5_acc": 0.63008, "loss_cls": 2.73323, "loss": 2.73323, "grad_norm": 3.91642, "time": 2.01716}
{"mode": "train", "epoch": 13, "iter": 1280, "lr": 0.02, "memory": 10966, "data_time": 0.0071, "top1_acc": 0.33359, "top5_acc": 0.625, "loss_cls": 2.71619, "loss": 2.71619, "grad_norm": 3.94592, "time": 2.14823}
{"mode": "train", "epoch": 13, "iter": 1300, "lr": 0.02, "memory": 10966, "data_time": 0.00299, "top1_acc": 0.32734, "top5_acc": 0.63359, "loss_cls": 2.74909, "loss": 2.74909, "grad_norm": 3.84462, "time": 2.14813}
{"mode": "train", "epoch": 13, "iter": 1320, "lr": 0.02, "memory": 10966, "data_time": 0.00178, "top1_acc": 0.3377, "top5_acc": 0.62262, "loss_cls": 2.7624, "loss": 2.7624, "grad_norm": 3.88668, "time": 1.79385}
{"mode": "val", "epoch": 13, "iter": 1320, "lr": 0.02, "top1_acc": 0.24168, "top5_acc": 0.52831, "mean_class_accuracy": 0.17634}
{"mode": "train", "epoch": 14, "iter": 20, "lr": 0.02, "memory": 10966, "data_time": 4.20103, "top1_acc": 0.35234, "top5_acc": 0.65195, "loss_cls": 2.63065, "loss": 2.63065, "grad_norm": 3.84138, "time": 6.15382}
{"mode": "train", "epoch": 14, "iter": 40, "lr": 0.02, "memory": 10966, "data_time": 0.46774, "top1_acc": 0.35703, "top5_acc": 0.65117, "loss_cls": 2.65479, "loss": 2.65479, "grad_norm": 3.88546, "time": 2.01521}
{"mode": "train", "epoch": 14, "iter": 60, "lr": 0.02, "memory": 10966, "data_time": 0.13595, "top1_acc": 0.33359, "top5_acc": 0.64609, "loss_cls": 2.71915, "loss": 2.71915, "grad_norm": 4.01516, "time": 2.10071}
{"mode": "train", "epoch": 14, "iter": 80, "lr": 0.02, "memory": 10966, "data_time": 0.00285, "top1_acc": 0.34492, "top5_acc": 0.64297, "loss_cls": 2.6496, "loss": 2.6496, "grad_norm": 3.94717, "time": 2.03055}
{"mode": "train", "epoch": 14, "iter": 100, "lr": 0.02, "memory": 10966, "data_time": 0.06884, "top1_acc": 0.34414, "top5_acc": 0.64492, "loss_cls": 2.65373, "loss": 2.65373, "grad_norm": 4.00199, "time": 1.97316}
{"mode": "train", "epoch": 14, "iter": 120, "lr": 0.02, "memory": 10966, "data_time": 0.23294, "top1_acc": 0.35312, "top5_acc": 0.64453, "loss_cls": 2.62777, "loss": 2.62777, "grad_norm": 3.96846, "time": 2.01548}
{"mode": "train", "epoch": 14, "iter": 140, "lr": 0.02, "memory": 10966, "data_time": 0.40329, "top1_acc": 0.35469, "top5_acc": 0.6418, "loss_cls": 2.70433, "loss": 2.70433, "grad_norm": 3.99888, "time": 2.08606}
{"mode": "train", "epoch": 14, "iter": 160, "lr": 0.02, "memory": 10966, "data_time": 0.12805, "top1_acc": 0.34531, "top5_acc": 0.63242, "loss_cls": 2.69452, "loss": 2.69452, "grad_norm": 3.87832, "time": 2.04763}
{"mode": "train", "epoch": 14, "iter": 180, "lr": 0.02, "memory": 10966, "data_time": 0.08045, "top1_acc": 0.35664, "top5_acc": 0.63359, "loss_cls": 2.65573, "loss": 2.65573, "grad_norm": 3.92707, "time": 2.16837}
{"mode": "train", "epoch": 14, "iter": 200, "lr": 0.02, "memory": 10966, "data_time": 0.01853, "top1_acc": 0.35859, "top5_acc": 0.65586, "loss_cls": 2.61272, "loss": 2.61272, "grad_norm": 3.98796, "time": 2.00479}
{"mode": "train", "epoch": 14, "iter": 220, "lr": 0.02, "memory": 10966, "data_time": 0.4617, "top1_acc": 0.34258, "top5_acc": 0.64219, "loss_cls": 2.71205, "loss": 2.71205, "grad_norm": 4.07754, "time": 2.00718}
{"mode": "train", "epoch": 14, "iter": 240, "lr": 0.02, "memory": 10966, "data_time": 1.28561, "top1_acc": 0.35586, "top5_acc": 0.62656, "loss_cls": 2.72541, "loss": 2.72541, "grad_norm": 3.99202, "time": 2.06838}
{"mode": "train", "epoch": 14, "iter": 260, "lr": 0.02, "memory": 10966, "data_time": 0.10935, "top1_acc": 0.33828, "top5_acc": 0.64375, "loss_cls": 2.72151, "loss": 2.72151, "grad_norm": 3.97998, "time": 2.1518}
{"mode": "train", "epoch": 14, "iter": 280, "lr": 0.02, "memory": 10966, "data_time": 0.06243, "top1_acc": 0.35, "top5_acc": 0.64883, "loss_cls": 2.63116, "loss": 2.63116, "grad_norm": 3.82451, "time": 2.03854}
{"mode": "train", "epoch": 14, "iter": 300, "lr": 0.02, "memory": 10966, "data_time": 0.31091, "top1_acc": 0.35625, "top5_acc": 0.66406, "loss_cls": 2.6313, "loss": 2.6313, "grad_norm": 3.90703, "time": 2.00581}
{"mode": "train", "epoch": 14, "iter": 320, "lr": 0.02, "memory": 10966, "data_time": 1.44151, "top1_acc": 0.33828, "top5_acc": 0.64336, "loss_cls": 2.6677, "loss": 2.6677, "grad_norm": 4.00038, "time": 2.12268}
{"mode": "train", "epoch": 14, "iter": 340, "lr": 0.02, "memory": 10966, "data_time": 1.24484, "top1_acc": 0.34297, "top5_acc": 0.64961, "loss_cls": 2.65268, "loss": 2.65268, "grad_norm": 4.02487, "time": 2.12738}
{"mode": "train", "epoch": 14, "iter": 360, "lr": 0.02, "memory": 10966, "data_time": 1.09563, "top1_acc": 0.36367, "top5_acc": 0.6418, "loss_cls": 2.65225, "loss": 2.65225, "grad_norm": 4.07866, "time": 2.0005}
{"mode": "train", "epoch": 14, "iter": 380, "lr": 0.02, "memory": 10966, "data_time": 0.44949, "top1_acc": 0.33984, "top5_acc": 0.62578, "loss_cls": 2.74447, "loss": 2.74447, "grad_norm": 3.85686, "time": 2.06889}
{"mode": "train", "epoch": 14, "iter": 400, "lr": 0.02, "memory": 10966, "data_time": 0.09891, "top1_acc": 0.33633, "top5_acc": 0.63633, "loss_cls": 2.73443, "loss": 2.73443, "grad_norm": 3.92607, "time": 2.00853}
{"mode": "train", "epoch": 14, "iter": 420, "lr": 0.02, "memory": 10966, "data_time": 0.70252, "top1_acc": 0.35039, "top5_acc": 0.64141, "loss_cls": 2.67415, "loss": 2.67415, "grad_norm": 3.90319, "time": 2.29485}
{"mode": "train", "epoch": 14, "iter": 440, "lr": 0.02, "memory": 10966, "data_time": 0.07572, "top1_acc": 0.35586, "top5_acc": 0.63828, "loss_cls": 2.70381, "loss": 2.70381, "grad_norm": 4.03519, "time": 1.93595}
{"mode": "train", "epoch": 14, "iter": 460, "lr": 0.02, "memory": 10966, "data_time": 1.05919, "top1_acc": 0.35508, "top5_acc": 0.6293, "loss_cls": 2.73099, "loss": 2.73099, "grad_norm": 3.97267, "time": 2.26654}
{"mode": "train", "epoch": 14, "iter": 480, "lr": 0.02, "memory": 10966, "data_time": 0.96035, "top1_acc": 0.34102, "top5_acc": 0.64609, "loss_cls": 2.67387, "loss": 2.67387, "grad_norm": 3.90117, "time": 2.05028}
{"mode": "train", "epoch": 14, "iter": 500, "lr": 0.02, "memory": 10966, "data_time": 0.3079, "top1_acc": 0.33789, "top5_acc": 0.62617, "loss_cls": 2.7485, "loss": 2.7485, "grad_norm": 3.98524, "time": 2.17412}
{"mode": "train", "epoch": 14, "iter": 520, "lr": 0.02, "memory": 10966, "data_time": 0.07829, "top1_acc": 0.35781, "top5_acc": 0.64688, "loss_cls": 2.65202, "loss": 2.65202, "grad_norm": 3.93598, "time": 2.0915}
{"mode": "train", "epoch": 14, "iter": 540, "lr": 0.02, "memory": 10966, "data_time": 0.00139, "top1_acc": 0.33555, "top5_acc": 0.62656, "loss_cls": 2.75434, "loss": 2.75434, "grad_norm": 4.04623, "time": 2.11695}
{"mode": "train", "epoch": 14, "iter": 560, "lr": 0.02, "memory": 10966, "data_time": 0.00331, "top1_acc": 0.3375, "top5_acc": 0.64414, "loss_cls": 2.68771, "loss": 2.68771, "grad_norm": 3.93013, "time": 1.98553}
{"mode": "train", "epoch": 14, "iter": 580, "lr": 0.02, "memory": 10966, "data_time": 0.00446, "top1_acc": 0.3582, "top5_acc": 0.6418, "loss_cls": 2.69447, "loss": 2.69447, "grad_norm": 3.96714, "time": 2.10997}
{"mode": "train", "epoch": 14, "iter": 600, "lr": 0.02, "memory": 10966, "data_time": 0.0036, "top1_acc": 0.32734, "top5_acc": 0.63086, "loss_cls": 2.75719, "loss": 2.75719, "grad_norm": 4.01483, "time": 2.1262}
{"mode": "train", "epoch": 14, "iter": 620, "lr": 0.02, "memory": 10966, "data_time": 0.0099, "top1_acc": 0.35039, "top5_acc": 0.64414, "loss_cls": 2.68547, "loss": 2.68547, "grad_norm": 3.9545, "time": 1.96302}
{"mode": "train", "epoch": 14, "iter": 640, "lr": 0.02, "memory": 10966, "data_time": 0.00558, "top1_acc": 0.36016, "top5_acc": 0.6418, "loss_cls": 2.6764, "loss": 2.6764, "grad_norm": 3.95337, "time": 2.29933}
{"mode": "train", "epoch": 14, "iter": 660, "lr": 0.02, "memory": 10966, "data_time": 0.02547, "top1_acc": 0.3418, "top5_acc": 0.63789, "loss_cls": 2.695, "loss": 2.695, "grad_norm": 4.00935, "time": 1.99424}
{"mode": "train", "epoch": 14, "iter": 680, "lr": 0.02, "memory": 10966, "data_time": 0.08228, "top1_acc": 0.34375, "top5_acc": 0.62969, "loss_cls": 2.72748, "loss": 2.72748, "grad_norm": 3.9248, "time": 2.04003}
{"mode": "train", "epoch": 14, "iter": 700, "lr": 0.02, "memory": 10966, "data_time": 0.16064, "top1_acc": 0.35195, "top5_acc": 0.65781, "loss_cls": 2.64096, "loss": 2.64096, "grad_norm": 3.98457, "time": 2.01377}
{"mode": "train", "epoch": 14, "iter": 720, "lr": 0.02, "memory": 10966, "data_time": 0.09704, "top1_acc": 0.34883, "top5_acc": 0.64688, "loss_cls": 2.68766, "loss": 2.68766, "grad_norm": 4.0423, "time": 1.91674}
{"mode": "train", "epoch": 14, "iter": 740, "lr": 0.02, "memory": 10966, "data_time": 0.97764, "top1_acc": 0.33633, "top5_acc": 0.63477, "loss_cls": 2.73337, "loss": 2.73337, "grad_norm": 3.96991, "time": 2.15754}
{"mode": "train", "epoch": 14, "iter": 760, "lr": 0.02, "memory": 10966, "data_time": 0.21527, "top1_acc": 0.33711, "top5_acc": 0.6293, "loss_cls": 2.74043, "loss": 2.74043, "grad_norm": 3.9361, "time": 2.10398}
{"mode": "train", "epoch": 14, "iter": 780, "lr": 0.02, "memory": 10966, "data_time": 0.00313, "top1_acc": 0.34219, "top5_acc": 0.63164, "loss_cls": 2.71734, "loss": 2.71734, "grad_norm": 3.97861, "time": 2.15938}
{"mode": "train", "epoch": 14, "iter": 800, "lr": 0.02, "memory": 10966, "data_time": 0.10744, "top1_acc": 0.34258, "top5_acc": 0.64688, "loss_cls": 2.68089, "loss": 2.68089, "grad_norm": 4.01012, "time": 2.0404}
{"mode": "train", "epoch": 14, "iter": 820, "lr": 0.02, "memory": 10966, "data_time": 0.35109, "top1_acc": 0.33867, "top5_acc": 0.63789, "loss_cls": 2.72695, "loss": 2.72695, "grad_norm": 3.99243, "time": 2.06184}
{"mode": "train", "epoch": 14, "iter": 840, "lr": 0.02, "memory": 10966, "data_time": 0.4677, "top1_acc": 0.33945, "top5_acc": 0.63867, "loss_cls": 2.71862, "loss": 2.71862, "grad_norm": 3.9998, "time": 1.92657}
{"mode": "train", "epoch": 14, "iter": 860, "lr": 0.02, "memory": 10966, "data_time": 0.64136, "top1_acc": 0.35625, "top5_acc": 0.64414, "loss_cls": 2.66953, "loss": 2.66953, "grad_norm": 3.92603, "time": 2.14187}
{"mode": "train", "epoch": 14, "iter": 880, "lr": 0.02, "memory": 10966, "data_time": 0.00372, "top1_acc": 0.3457, "top5_acc": 0.64414, "loss_cls": 2.69141, "loss": 2.69141, "grad_norm": 3.85497, "time": 2.06925}
{"mode": "train", "epoch": 14, "iter": 900, "lr": 0.02, "memory": 10966, "data_time": 0.00214, "top1_acc": 0.35586, "top5_acc": 0.64375, "loss_cls": 2.65482, "loss": 2.65482, "grad_norm": 3.90873, "time": 2.14348}
{"mode": "train", "epoch": 14, "iter": 920, "lr": 0.02, "memory": 10966, "data_time": 0.2069, "top1_acc": 0.33125, "top5_acc": 0.63438, "loss_cls": 2.74834, "loss": 2.74834, "grad_norm": 3.9551, "time": 1.83707}
{"mode": "train", "epoch": 14, "iter": 940, "lr": 0.02, "memory": 10966, "data_time": 0.07924, "top1_acc": 0.35547, "top5_acc": 0.6375, "loss_cls": 2.67731, "loss": 2.67731, "grad_norm": 3.8921, "time": 2.18741}
{"mode": "train", "epoch": 14, "iter": 960, "lr": 0.02, "memory": 10966, "data_time": 0.00508, "top1_acc": 0.34141, "top5_acc": 0.64062, "loss_cls": 2.69547, "loss": 2.69547, "grad_norm": 3.9839, "time": 2.03933}
{"mode": "train", "epoch": 14, "iter": 980, "lr": 0.02, "memory": 10966, "data_time": 0.00353, "top1_acc": 0.33359, "top5_acc": 0.63359, "loss_cls": 2.74878, "loss": 2.74878, "grad_norm": 3.93944, "time": 2.15982}
{"mode": "train", "epoch": 14, "iter": 1000, "lr": 0.02, "memory": 10966, "data_time": 0.01637, "top1_acc": 0.33594, "top5_acc": 0.63242, "loss_cls": 2.72753, "loss": 2.72753, "grad_norm": 3.89267, "time": 2.01215}
{"mode": "train", "epoch": 14, "iter": 1020, "lr": 0.02, "memory": 10966, "data_time": 0.07655, "top1_acc": 0.34141, "top5_acc": 0.63516, "loss_cls": 2.72537, "loss": 2.72537, "grad_norm": 3.92863, "time": 2.05219}
{"mode": "train", "epoch": 14, "iter": 1040, "lr": 0.02, "memory": 10966, "data_time": 0.03509, "top1_acc": 0.34414, "top5_acc": 0.62305, "loss_cls": 2.75485, "loss": 2.75485, "grad_norm": 3.98257, "time": 2.06624}
{"mode": "train", "epoch": 14, "iter": 1060, "lr": 0.02, "memory": 10966, "data_time": 0.00347, "top1_acc": 0.34375, "top5_acc": 0.65156, "loss_cls": 2.68811, "loss": 2.68811, "grad_norm": 3.86013, "time": 2.08374}
{"mode": "train", "epoch": 14, "iter": 1080, "lr": 0.02, "memory": 10966, "data_time": 0.13605, "top1_acc": 0.34883, "top5_acc": 0.65391, "loss_cls": 2.67318, "loss": 2.67318, "grad_norm": 3.96416, "time": 1.90385}
{"mode": "train", "epoch": 14, "iter": 1100, "lr": 0.02, "memory": 10966, "data_time": 0.47502, "top1_acc": 0.33398, "top5_acc": 0.62734, "loss_cls": 2.75135, "loss": 2.75135, "grad_norm": 4.0322, "time": 2.11727}
{"mode": "train", "epoch": 14, "iter": 1120, "lr": 0.02, "memory": 10966, "data_time": 0.00711, "top1_acc": 0.34297, "top5_acc": 0.63242, "loss_cls": 2.71633, "loss": 2.71633, "grad_norm": 3.93563, "time": 2.58738}
{"mode": "train", "epoch": 14, "iter": 1140, "lr": 0.02, "memory": 10966, "data_time": 0.00339, "top1_acc": 0.35586, "top5_acc": 0.63711, "loss_cls": 2.6921, "loss": 2.6921, "grad_norm": 3.82718, "time": 2.05622}
{"mode": "train", "epoch": 14, "iter": 1160, "lr": 0.02, "memory": 10966, "data_time": 0.00321, "top1_acc": 0.35234, "top5_acc": 0.6375, "loss_cls": 2.66375, "loss": 2.66375, "grad_norm": 3.77001, "time": 2.08119}
{"mode": "train", "epoch": 14, "iter": 1180, "lr": 0.02, "memory": 10966, "data_time": 0.17198, "top1_acc": 0.34297, "top5_acc": 0.64453, "loss_cls": 2.67693, "loss": 2.67693, "grad_norm": 3.8926, "time": 2.11871}
{"mode": "train", "epoch": 14, "iter": 1200, "lr": 0.02, "memory": 10966, "data_time": 0.16687, "top1_acc": 0.34453, "top5_acc": 0.64883, "loss_cls": 2.67012, "loss": 2.67012, "grad_norm": 3.94201, "time": 1.93978}
{"mode": "train", "epoch": 14, "iter": 1220, "lr": 0.02, "memory": 10966, "data_time": 0.34418, "top1_acc": 0.35508, "top5_acc": 0.64102, "loss_cls": 2.65134, "loss": 2.65134, "grad_norm": 3.94966, "time": 2.15168}
{"mode": "train", "epoch": 14, "iter": 1240, "lr": 0.02, "memory": 10966, "data_time": 0.3219, "top1_acc": 0.34219, "top5_acc": 0.63516, "loss_cls": 2.70225, "loss": 2.70225, "grad_norm": 3.93895, "time": 2.02797}
{"mode": "train", "epoch": 14, "iter": 1260, "lr": 0.02, "memory": 10966, "data_time": 0.59972, "top1_acc": 0.34297, "top5_acc": 0.63438, "loss_cls": 2.70641, "loss": 2.70641, "grad_norm": 3.95369, "time": 2.1739}
{"mode": "train", "epoch": 14, "iter": 1280, "lr": 0.02, "memory": 10966, "data_time": 0.00376, "top1_acc": 0.3457, "top5_acc": 0.64922, "loss_cls": 2.68832, "loss": 2.68832, "grad_norm": 3.91655, "time": 2.01634}
{"mode": "train", "epoch": 14, "iter": 1300, "lr": 0.02, "memory": 10966, "data_time": 0.00149, "top1_acc": 0.34922, "top5_acc": 0.65156, "loss_cls": 2.6183, "loss": 2.6183, "grad_norm": 3.86684, "time": 2.1332}
{"mode": "train", "epoch": 14, "iter": 1320, "lr": 0.02, "memory": 10966, "data_time": 0.00392, "top1_acc": 0.34167, "top5_acc": 0.63611, "loss_cls": 2.71314, "loss": 2.71314, "grad_norm": 4.07887, "time": 1.76665}
{"mode": "val", "epoch": 14, "iter": 1320, "lr": 0.02, "top1_acc": 0.24951, "top5_acc": 0.54639, "mean_class_accuracy": 0.19571}
{"mode": "train", "epoch": 15, "iter": 20, "lr": 0.02, "memory": 10966, "data_time": 4.42347, "top1_acc": 0.35664, "top5_acc": 0.65, "loss_cls": 2.66694, "loss": 2.66694, "grad_norm": 3.93858, "time": 6.43937}
{"mode": "train", "epoch": 15, "iter": 40, "lr": 0.02, "memory": 10966, "data_time": 0.3029, "top1_acc": 0.34727, "top5_acc": 0.66484, "loss_cls": 2.60129, "loss": 2.60129, "grad_norm": 3.89076, "time": 2.08654}
{"mode": "train", "epoch": 15, "iter": 60, "lr": 0.02, "memory": 10966, "data_time": 0.15445, "top1_acc": 0.36094, "top5_acc": 0.65195, "loss_cls": 2.62206, "loss": 2.62206, "grad_norm": 3.95815, "time": 2.11922}
{"mode": "train", "epoch": 15, "iter": 80, "lr": 0.02, "memory": 10966, "data_time": 0.0406, "top1_acc": 0.35039, "top5_acc": 0.65781, "loss_cls": 2.62773, "loss": 2.62773, "grad_norm": 3.97685, "time": 1.92891}
{"mode": "train", "epoch": 15, "iter": 100, "lr": 0.02, "memory": 10966, "data_time": 0.09426, "top1_acc": 0.34023, "top5_acc": 0.63359, "loss_cls": 2.67955, "loss": 2.67955, "grad_norm": 3.95785, "time": 2.31124}
{"mode": "train", "epoch": 15, "iter": 120, "lr": 0.02, "memory": 10966, "data_time": 0.0033, "top1_acc": 0.36094, "top5_acc": 0.65312, "loss_cls": 2.61553, "loss": 2.61553, "grad_norm": 3.90465, "time": 2.05901}
{"mode": "train", "epoch": 15, "iter": 140, "lr": 0.02, "memory": 10966, "data_time": 0.01392, "top1_acc": 0.37266, "top5_acc": 0.65781, "loss_cls": 2.58837, "loss": 2.58837, "grad_norm": 3.86338, "time": 1.97948}
{"mode": "train", "epoch": 15, "iter": 160, "lr": 0.02, "memory": 10966, "data_time": 0.06058, "top1_acc": 0.35703, "top5_acc": 0.64414, "loss_cls": 2.64884, "loss": 2.64884, "grad_norm": 3.91184, "time": 2.10067}
{"mode": "train", "epoch": 15, "iter": 180, "lr": 0.02, "memory": 10966, "data_time": 0.004, "top1_acc": 0.35469, "top5_acc": 0.6332, "loss_cls": 2.70207, "loss": 2.70207, "grad_norm": 3.93817, "time": 2.1215}
{"mode": "train", "epoch": 15, "iter": 200, "lr": 0.02, "memory": 10966, "data_time": 0.0038, "top1_acc": 0.35391, "top5_acc": 0.64062, "loss_cls": 2.65875, "loss": 2.65875, "grad_norm": 3.86425, "time": 1.97573}
{"mode": "train", "epoch": 15, "iter": 220, "lr": 0.02, "memory": 10966, "data_time": 0.00368, "top1_acc": 0.34805, "top5_acc": 0.64258, "loss_cls": 2.6869, "loss": 2.6869, "grad_norm": 3.92102, "time": 2.05943}
{"mode": "train", "epoch": 15, "iter": 240, "lr": 0.02, "memory": 10966, "data_time": 0.00669, "top1_acc": 0.33477, "top5_acc": 0.63945, "loss_cls": 2.69929, "loss": 2.69929, "grad_norm": 4.11184, "time": 2.15597}
{"mode": "train", "epoch": 15, "iter": 260, "lr": 0.02, "memory": 10966, "data_time": 0.00255, "top1_acc": 0.34805, "top5_acc": 0.65742, "loss_cls": 2.63314, "loss": 2.63314, "grad_norm": 3.89802, "time": 1.99872}
{"mode": "train", "epoch": 15, "iter": 280, "lr": 0.02, "memory": 10966, "data_time": 0.00583, "top1_acc": 0.33594, "top5_acc": 0.64023, "loss_cls": 2.6925, "loss": 2.6925, "grad_norm": 4.04317, "time": 2.04487}
{"mode": "train", "epoch": 15, "iter": 300, "lr": 0.02, "memory": 10966, "data_time": 0.00579, "top1_acc": 0.35586, "top5_acc": 0.66016, "loss_cls": 2.6173, "loss": 2.6173, "grad_norm": 3.92266, "time": 2.19216}
{"mode": "train", "epoch": 15, "iter": 320, "lr": 0.02, "memory": 10966, "data_time": 0.08417, "top1_acc": 0.36055, "top5_acc": 0.65117, "loss_cls": 2.59854, "loss": 2.59854, "grad_norm": 3.8461, "time": 1.99991}
{"mode": "train", "epoch": 15, "iter": 340, "lr": 0.02, "memory": 10966, "data_time": 0.02127, "top1_acc": 0.36719, "top5_acc": 0.63945, "loss_cls": 2.67425, "loss": 2.67425, "grad_norm": 3.95382, "time": 2.04661}
{"mode": "train", "epoch": 15, "iter": 360, "lr": 0.02, "memory": 10966, "data_time": 0.0134, "top1_acc": 0.35195, "top5_acc": 0.65938, "loss_cls": 2.58949, "loss": 2.58949, "grad_norm": 4.00417, "time": 2.12352}
{"mode": "train", "epoch": 15, "iter": 380, "lr": 0.02, "memory": 10966, "data_time": 0.00612, "top1_acc": 0.34492, "top5_acc": 0.63945, "loss_cls": 2.65827, "loss": 2.65827, "grad_norm": 3.987, "time": 1.97719}
{"mode": "train", "epoch": 15, "iter": 400, "lr": 0.02, "memory": 10966, "data_time": 0.12835, "top1_acc": 0.35469, "top5_acc": 0.65781, "loss_cls": 2.62591, "loss": 2.62591, "grad_norm": 3.97019, "time": 2.11336}
{"mode": "train", "epoch": 15, "iter": 420, "lr": 0.02, "memory": 10966, "data_time": 0.02529, "top1_acc": 0.35078, "top5_acc": 0.64766, "loss_cls": 2.66395, "loss": 2.66395, "grad_norm": 4.06617, "time": 2.07775}
{"mode": "train", "epoch": 15, "iter": 440, "lr": 0.02, "memory": 10966, "data_time": 0.00638, "top1_acc": 0.36016, "top5_acc": 0.65469, "loss_cls": 2.60261, "loss": 2.60261, "grad_norm": 3.93089, "time": 2.01466}
{"mode": "train", "epoch": 15, "iter": 460, "lr": 0.02, "memory": 10966, "data_time": 0.04794, "top1_acc": 0.37148, "top5_acc": 0.64609, "loss_cls": 2.63013, "loss": 2.63013, "grad_norm": 3.98706, "time": 2.14862}
{"mode": "train", "epoch": 15, "iter": 480, "lr": 0.02, "memory": 10966, "data_time": 0.01434, "top1_acc": 0.36133, "top5_acc": 0.64688, "loss_cls": 2.64024, "loss": 2.64024, "grad_norm": 3.91358, "time": 2.09414}
{"mode": "train", "epoch": 15, "iter": 500, "lr": 0.02, "memory": 10966, "data_time": 0.29299, "top1_acc": 0.35078, "top5_acc": 0.62969, "loss_cls": 2.71121, "loss": 2.71121, "grad_norm": 4.01819, "time": 1.99693}
{"mode": "train", "epoch": 15, "iter": 520, "lr": 0.02, "memory": 10966, "data_time": 0.00589, "top1_acc": 0.33086, "top5_acc": 0.62773, "loss_cls": 2.7482, "loss": 2.7482, "grad_norm": 3.93574, "time": 2.10358}
{"mode": "train", "epoch": 15, "iter": 540, "lr": 0.02, "memory": 10966, "data_time": 0.01145, "top1_acc": 0.33867, "top5_acc": 0.63125, "loss_cls": 2.69563, "loss": 2.69563, "grad_norm": 3.97044, "time": 2.19234}
{"mode": "train", "epoch": 15, "iter": 560, "lr": 0.02, "memory": 10966, "data_time": 0.00773, "top1_acc": 0.33633, "top5_acc": 0.64219, "loss_cls": 2.73319, "loss": 2.73319, "grad_norm": 3.97307, "time": 1.95936}
{"mode": "train", "epoch": 15, "iter": 580, "lr": 0.02, "memory": 10966, "data_time": 0.00475, "top1_acc": 0.35, "top5_acc": 0.64961, "loss_cls": 2.66353, "loss": 2.66353, "grad_norm": 3.95706, "time": 2.05479}
{"mode": "train", "epoch": 15, "iter": 600, "lr": 0.02, "memory": 10966, "data_time": 0.12078, "top1_acc": 0.35312, "top5_acc": 0.65625, "loss_cls": 2.67125, "loss": 2.67125, "grad_norm": 4.00008, "time": 2.03385}
{"mode": "train", "epoch": 15, "iter": 620, "lr": 0.02, "memory": 10966, "data_time": 0.00302, "top1_acc": 0.36406, "top5_acc": 0.66055, "loss_cls": 2.59899, "loss": 2.59899, "grad_norm": 3.95303, "time": 2.0628}
{"mode": "train", "epoch": 15, "iter": 640, "lr": 0.02, "memory": 10966, "data_time": 0.00321, "top1_acc": 0.34258, "top5_acc": 0.64805, "loss_cls": 2.67203, "loss": 2.67203, "grad_norm": 3.95154, "time": 2.07943}
{"mode": "train", "epoch": 15, "iter": 660, "lr": 0.02, "memory": 10966, "data_time": 0.00204, "top1_acc": 0.35977, "top5_acc": 0.64609, "loss_cls": 2.64835, "loss": 2.64835, "grad_norm": 3.95939, "time": 2.0463}
{"mode": "train", "epoch": 15, "iter": 680, "lr": 0.02, "memory": 10966, "data_time": 0.04187, "top1_acc": 0.34688, "top5_acc": 0.64141, "loss_cls": 2.66724, "loss": 2.66724, "grad_norm": 3.92096, "time": 2.13285}
{"mode": "train", "epoch": 15, "iter": 700, "lr": 0.02, "memory": 10966, "data_time": 0.02788, "top1_acc": 0.35312, "top5_acc": 0.63242, "loss_cls": 2.70643, "loss": 2.70643, "grad_norm": 3.94498, "time": 2.10227}
{"mode": "train", "epoch": 15, "iter": 720, "lr": 0.02, "memory": 10966, "data_time": 0.00341, "top1_acc": 0.34219, "top5_acc": 0.64688, "loss_cls": 2.66362, "loss": 2.66362, "grad_norm": 3.94941, "time": 2.05715}
{"mode": "train", "epoch": 15, "iter": 740, "lr": 0.02, "memory": 10966, "data_time": 0.00183, "top1_acc": 0.3375, "top5_acc": 0.63516, "loss_cls": 2.70699, "loss": 2.70699, "grad_norm": 4.12073, "time": 1.97797}
{"mode": "train", "epoch": 15, "iter": 760, "lr": 0.02, "memory": 10966, "data_time": 0.03476, "top1_acc": 0.35117, "top5_acc": 0.62969, "loss_cls": 2.71322, "loss": 2.71322, "grad_norm": 3.87265, "time": 2.27887}
{"mode": "train", "epoch": 15, "iter": 780, "lr": 0.02, "memory": 10966, "data_time": 0.06042, "top1_acc": 0.35742, "top5_acc": 0.64961, "loss_cls": 2.62242, "loss": 2.62242, "grad_norm": 3.8945, "time": 1.87289}
{"mode": "train", "epoch": 15, "iter": 800, "lr": 0.02, "memory": 10966, "data_time": 0.09458, "top1_acc": 0.35781, "top5_acc": 0.65625, "loss_cls": 2.61678, "loss": 2.61678, "grad_norm": 3.87421, "time": 2.21512}
{"mode": "train", "epoch": 15, "iter": 820, "lr": 0.02, "memory": 10966, "data_time": 0.00495, "top1_acc": 0.36406, "top5_acc": 0.65469, "loss_cls": 2.62659, "loss": 2.62659, "grad_norm": 3.87724, "time": 2.03283}
{"mode": "train", "epoch": 15, "iter": 840, "lr": 0.02, "memory": 10966, "data_time": 0.0015, "top1_acc": 0.34766, "top5_acc": 0.63945, "loss_cls": 2.6782, "loss": 2.6782, "grad_norm": 3.99059, "time": 2.04941}
{"mode": "train", "epoch": 15, "iter": 860, "lr": 0.02, "memory": 10966, "data_time": 0.0042, "top1_acc": 0.35469, "top5_acc": 0.64062, "loss_cls": 2.64939, "loss": 2.64939, "grad_norm": 3.92205, "time": 2.04334}
{"mode": "train", "epoch": 15, "iter": 880, "lr": 0.02, "memory": 10966, "data_time": 0.00424, "top1_acc": 0.35586, "top5_acc": 0.65273, "loss_cls": 2.64351, "loss": 2.64351, "grad_norm": 4.00562, "time": 2.08588}
{"mode": "train", "epoch": 15, "iter": 900, "lr": 0.02, "memory": 10966, "data_time": 0.00923, "top1_acc": 0.3457, "top5_acc": 0.64766, "loss_cls": 2.6654, "loss": 2.6654, "grad_norm": 4.04731, "time": 1.94918}
{"mode": "train", "epoch": 15, "iter": 920, "lr": 0.02, "memory": 10966, "data_time": 0.55982, "top1_acc": 0.34844, "top5_acc": 0.64805, "loss_cls": 2.67253, "loss": 2.67253, "grad_norm": 3.93001, "time": 2.02639}
{"mode": "train", "epoch": 15, "iter": 940, "lr": 0.02, "memory": 10966, "data_time": 0.04241, "top1_acc": 0.37969, "top5_acc": 0.66016, "loss_cls": 2.57839, "loss": 2.57839, "grad_norm": 3.93364, "time": 2.1846}
{"mode": "train", "epoch": 15, "iter": 960, "lr": 0.02, "memory": 10966, "data_time": 0.00994, "top1_acc": 0.34648, "top5_acc": 0.62266, "loss_cls": 2.69825, "loss": 2.69825, "grad_norm": 4.05484, "time": 1.99985}
{"mode": "train", "epoch": 15, "iter": 980, "lr": 0.02, "memory": 10966, "data_time": 0.00153, "top1_acc": 0.36016, "top5_acc": 0.64375, "loss_cls": 2.65065, "loss": 2.65065, "grad_norm": 4.01409, "time": 2.04461}
{"mode": "train", "epoch": 15, "iter": 1000, "lr": 0.02, "memory": 10966, "data_time": 0.00409, "top1_acc": 0.3293, "top5_acc": 0.63594, "loss_cls": 2.71278, "loss": 2.71278, "grad_norm": 3.945, "time": 2.0858}
{"mode": "train", "epoch": 15, "iter": 1020, "lr": 0.02, "memory": 10966, "data_time": 0.03557, "top1_acc": 0.33047, "top5_acc": 0.6293, "loss_cls": 2.73753, "loss": 2.73753, "grad_norm": 4.02838, "time": 2.06057}
{"mode": "train", "epoch": 15, "iter": 1040, "lr": 0.02, "memory": 10966, "data_time": 0.00227, "top1_acc": 0.3418, "top5_acc": 0.64609, "loss_cls": 2.65318, "loss": 2.65318, "grad_norm": 3.89274, "time": 2.12116}
{"mode": "train", "epoch": 15, "iter": 1060, "lr": 0.02, "memory": 10966, "data_time": 0.01261, "top1_acc": 0.3582, "top5_acc": 0.66289, "loss_cls": 2.58384, "loss": 2.58384, "grad_norm": 3.88997, "time": 2.06902}
{"mode": "train", "epoch": 15, "iter": 1080, "lr": 0.02, "memory": 10966, "data_time": 0.00435, "top1_acc": 0.3457, "top5_acc": 0.63008, "loss_cls": 2.67041, "loss": 2.67041, "grad_norm": 3.90328, "time": 1.92096}
{"mode": "train", "epoch": 15, "iter": 1100, "lr": 0.02, "memory": 10966, "data_time": 0.00185, "top1_acc": 0.33945, "top5_acc": 0.63516, "loss_cls": 2.69833, "loss": 2.69833, "grad_norm": 3.96023, "time": 2.13444}
{"mode": "train", "epoch": 15, "iter": 1120, "lr": 0.02, "memory": 10966, "data_time": 0.01482, "top1_acc": 0.3582, "top5_acc": 0.64453, "loss_cls": 2.66604, "loss": 2.66604, "grad_norm": 3.99629, "time": 2.04312}
{"mode": "train", "epoch": 15, "iter": 1140, "lr": 0.02, "memory": 10966, "data_time": 0.00563, "top1_acc": 0.35, "top5_acc": 0.64453, "loss_cls": 2.64314, "loss": 2.64314, "grad_norm": 3.89866, "time": 2.21759}
{"mode": "train", "epoch": 15, "iter": 1160, "lr": 0.02, "memory": 10966, "data_time": 0.00318, "top1_acc": 0.34766, "top5_acc": 0.64414, "loss_cls": 2.65621, "loss": 2.65621, "grad_norm": 3.92483, "time": 2.01644}
{"mode": "train", "epoch": 15, "iter": 1180, "lr": 0.02, "memory": 10966, "data_time": 0.06593, "top1_acc": 0.35156, "top5_acc": 0.65156, "loss_cls": 2.63521, "loss": 2.63521, "grad_norm": 4.01362, "time": 2.13427}
{"mode": "train", "epoch": 15, "iter": 1200, "lr": 0.02, "memory": 10966, "data_time": 0.00467, "top1_acc": 0.34102, "top5_acc": 0.63945, "loss_cls": 2.69909, "loss": 2.69909, "grad_norm": 3.98935, "time": 1.88153}
{"mode": "train", "epoch": 15, "iter": 1220, "lr": 0.02, "memory": 10966, "data_time": 0.00135, "top1_acc": 0.35039, "top5_acc": 0.65664, "loss_cls": 2.63809, "loss": 2.63809, "grad_norm": 3.93213, "time": 2.108}
{"mode": "train", "epoch": 15, "iter": 1240, "lr": 0.02, "memory": 10966, "data_time": 0.00126, "top1_acc": 0.33555, "top5_acc": 0.62969, "loss_cls": 2.71414, "loss": 2.71414, "grad_norm": 3.998, "time": 2.15479}
{"mode": "train", "epoch": 15, "iter": 1260, "lr": 0.02, "memory": 10966, "data_time": 0.00147, "top1_acc": 0.36172, "top5_acc": 0.64102, "loss_cls": 2.65717, "loss": 2.65717, "grad_norm": 4.07761, "time": 2.13133}
{"mode": "train", "epoch": 15, "iter": 1280, "lr": 0.02, "memory": 10966, "data_time": 0.00542, "top1_acc": 0.3582, "top5_acc": 0.64922, "loss_cls": 2.65597, "loss": 2.65597, "grad_norm": 3.88295, "time": 2.02356}
{"mode": "train", "epoch": 15, "iter": 1300, "lr": 0.02, "memory": 10966, "data_time": 0.00761, "top1_acc": 0.35352, "top5_acc": 0.64102, "loss_cls": 2.68357, "loss": 2.68357, "grad_norm": 4.02806, "time": 2.04385}
{"mode": "train", "epoch": 15, "iter": 1320, "lr": 0.02, "memory": 10966, "data_time": 0.00244, "top1_acc": 0.34603, "top5_acc": 0.64008, "loss_cls": 2.65869, "loss": 2.65869, "grad_norm": 3.84515, "time": 1.87304}
{"mode": "val", "epoch": 15, "iter": 1320, "lr": 0.02, "top1_acc": 0.25564, "top5_acc": 0.55342, "mean_class_accuracy": 0.19187}
{"mode": "train", "epoch": 16, "iter": 20, "lr": 0.02, "memory": 10966, "data_time": 4.92149, "top1_acc": 0.35273, "top5_acc": 0.64961, "loss_cls": 2.67018, "loss": 2.67018, "grad_norm": 3.94313, "time": 6.92707}
{"mode": "train", "epoch": 16, "iter": 40, "lr": 0.02, "memory": 10966, "data_time": 0.00923, "top1_acc": 0.36602, "top5_acc": 0.65156, "loss_cls": 2.61677, "loss": 2.61677, "grad_norm": 4.01953, "time": 2.05272}
{"mode": "train", "epoch": 16, "iter": 60, "lr": 0.02, "memory": 10966, "data_time": 0.00449, "top1_acc": 0.35625, "top5_acc": 0.65156, "loss_cls": 2.61804, "loss": 2.61804, "grad_norm": 4.05203, "time": 2.04602}
{"mode": "train", "epoch": 16, "iter": 80, "lr": 0.02, "memory": 10966, "data_time": 0.00234, "top1_acc": 0.35, "top5_acc": 0.65664, "loss_cls": 2.62023, "loss": 2.62023, "grad_norm": 3.9931, "time": 2.01909}
{"mode": "train", "epoch": 16, "iter": 100, "lr": 0.02, "memory": 10966, "data_time": 0.00321, "top1_acc": 0.36406, "top5_acc": 0.6582, "loss_cls": 2.64541, "loss": 2.64541, "grad_norm": 3.99864, "time": 2.12857}
{"mode": "train", "epoch": 16, "iter": 120, "lr": 0.02, "memory": 10966, "data_time": 0.00632, "top1_acc": 0.3625, "top5_acc": 0.65469, "loss_cls": 2.63152, "loss": 2.63152, "grad_norm": 3.8758, "time": 1.99842}
{"mode": "train", "epoch": 16, "iter": 140, "lr": 0.02, "memory": 10966, "data_time": 0.00601, "top1_acc": 0.37383, "top5_acc": 0.67695, "loss_cls": 2.54256, "loss": 2.54256, "grad_norm": 3.9011, "time": 2.1179}
{"mode": "train", "epoch": 16, "iter": 160, "lr": 0.02, "memory": 10966, "data_time": 0.00657, "top1_acc": 0.35742, "top5_acc": 0.66523, "loss_cls": 2.61136, "loss": 2.61136, "grad_norm": 3.9587, "time": 2.0334}
{"mode": "train", "epoch": 16, "iter": 180, "lr": 0.02, "memory": 10966, "data_time": 0.00339, "top1_acc": 0.35664, "top5_acc": 0.65117, "loss_cls": 2.60122, "loss": 2.60122, "grad_norm": 3.91908, "time": 2.13911}
{"mode": "train", "epoch": 16, "iter": 200, "lr": 0.02, "memory": 10966, "data_time": 0.00659, "top1_acc": 0.36562, "top5_acc": 0.65117, "loss_cls": 2.64519, "loss": 2.64519, "grad_norm": 3.90991, "time": 1.97506}
{"mode": "train", "epoch": 16, "iter": 220, "lr": 0.02, "memory": 10966, "data_time": 0.0365, "top1_acc": 0.36758, "top5_acc": 0.65039, "loss_cls": 2.59845, "loss": 2.59845, "grad_norm": 3.92749, "time": 2.02852}
{"mode": "train", "epoch": 16, "iter": 240, "lr": 0.02, "memory": 10966, "data_time": 0.00381, "top1_acc": 0.36523, "top5_acc": 0.65703, "loss_cls": 2.59075, "loss": 2.59075, "grad_norm": 3.99105, "time": 2.12306}
{"mode": "train", "epoch": 16, "iter": 260, "lr": 0.02, "memory": 10966, "data_time": 0.152, "top1_acc": 0.35859, "top5_acc": 0.66562, "loss_cls": 2.60191, "loss": 2.60191, "grad_norm": 3.94485, "time": 2.02672}
{"mode": "train", "epoch": 16, "iter": 280, "lr": 0.02, "memory": 10966, "data_time": 0.16197, "top1_acc": 0.36406, "top5_acc": 0.66406, "loss_cls": 2.56726, "loss": 2.56726, "grad_norm": 3.82823, "time": 2.17238}
{"mode": "train", "epoch": 16, "iter": 300, "lr": 0.02, "memory": 10966, "data_time": 0.02383, "top1_acc": 0.37031, "top5_acc": 0.6543, "loss_cls": 2.59302, "loss": 2.59302, "grad_norm": 3.92598, "time": 2.00495}
{"mode": "train", "epoch": 16, "iter": 320, "lr": 0.02, "memory": 10966, "data_time": 0.00269, "top1_acc": 0.35664, "top5_acc": 0.66133, "loss_cls": 2.59825, "loss": 2.59825, "grad_norm": 4.02861, "time": 1.96944}
{"mode": "train", "epoch": 16, "iter": 340, "lr": 0.02, "memory": 10966, "data_time": 0.0045, "top1_acc": 0.34844, "top5_acc": 0.63047, "loss_cls": 2.67759, "loss": 2.67759, "grad_norm": 3.93988, "time": 2.09066}
{"mode": "train", "epoch": 16, "iter": 360, "lr": 0.02, "memory": 10966, "data_time": 0.00262, "top1_acc": 0.3457, "top5_acc": 0.65859, "loss_cls": 2.58762, "loss": 2.58762, "grad_norm": 3.97714, "time": 2.12903}
{"mode": "train", "epoch": 16, "iter": 380, "lr": 0.02, "memory": 10966, "data_time": 0.15853, "top1_acc": 0.36016, "top5_acc": 0.65273, "loss_cls": 2.63977, "loss": 2.63977, "grad_norm": 4.0476, "time": 2.07608}
{"mode": "train", "epoch": 16, "iter": 400, "lr": 0.02, "memory": 10966, "data_time": 0.0552, "top1_acc": 0.36211, "top5_acc": 0.64961, "loss_cls": 2.65506, "loss": 2.65506, "grad_norm": 4.00517, "time": 2.13137}
{"mode": "train", "epoch": 16, "iter": 420, "lr": 0.02, "memory": 10966, "data_time": 0.01985, "top1_acc": 0.3418, "top5_acc": 0.64688, "loss_cls": 2.66702, "loss": 2.66702, "grad_norm": 4.05458, "time": 2.02121}
{"mode": "train", "epoch": 16, "iter": 440, "lr": 0.02, "memory": 10966, "data_time": 0.00442, "top1_acc": 0.37461, "top5_acc": 0.66445, "loss_cls": 2.58148, "loss": 2.58148, "grad_norm": 3.83546, "time": 2.11517}
{"mode": "train", "epoch": 16, "iter": 460, "lr": 0.02, "memory": 10966, "data_time": 0.00408, "top1_acc": 0.35234, "top5_acc": 0.64062, "loss_cls": 2.65719, "loss": 2.65719, "grad_norm": 3.95786, "time": 2.05266}
{"mode": "train", "epoch": 16, "iter": 480, "lr": 0.02, "memory": 10966, "data_time": 0.0044, "top1_acc": 0.35625, "top5_acc": 0.63984, "loss_cls": 2.63187, "loss": 2.63187, "grad_norm": 3.89478, "time": 1.98431}
{"mode": "train", "epoch": 16, "iter": 500, "lr": 0.02, "memory": 10966, "data_time": 0.00242, "top1_acc": 0.36992, "top5_acc": 0.65195, "loss_cls": 2.6174, "loss": 2.6174, "grad_norm": 4.09586, "time": 2.07556}
{"mode": "train", "epoch": 16, "iter": 520, "lr": 0.02, "memory": 10966, "data_time": 0.005, "top1_acc": 0.35781, "top5_acc": 0.64727, "loss_cls": 2.64621, "loss": 2.64621, "grad_norm": 3.95187, "time": 1.96635}
{"mode": "train", "epoch": 16, "iter": 540, "lr": 0.02, "memory": 10966, "data_time": 0.00169, "top1_acc": 0.36602, "top5_acc": 0.64844, "loss_cls": 2.61507, "loss": 2.61507, "grad_norm": 3.88528, "time": 2.11381}
{"mode": "train", "epoch": 16, "iter": 560, "lr": 0.02, "memory": 10966, "data_time": 0.00955, "top1_acc": 0.36836, "top5_acc": 0.64609, "loss_cls": 2.56103, "loss": 2.56103, "grad_norm": 3.90734, "time": 2.02283}
{"mode": "train", "epoch": 16, "iter": 580, "lr": 0.02, "memory": 10966, "data_time": 0.04631, "top1_acc": 0.37148, "top5_acc": 0.66719, "loss_cls": 2.57062, "loss": 2.57062, "grad_norm": 3.91648, "time": 2.13401}
{"mode": "train", "epoch": 16, "iter": 600, "lr": 0.02, "memory": 10966, "data_time": 0.60425, "top1_acc": 0.36719, "top5_acc": 0.64805, "loss_cls": 2.58889, "loss": 2.58889, "grad_norm": 4.00573, "time": 2.04802}
{"mode": "train", "epoch": 16, "iter": 620, "lr": 0.02, "memory": 10966, "data_time": 0.10041, "top1_acc": 0.35156, "top5_acc": 0.63711, "loss_cls": 2.66067, "loss": 2.66067, "grad_norm": 4.04424, "time": 2.02451}
{"mode": "train", "epoch": 16, "iter": 640, "lr": 0.02, "memory": 10966, "data_time": 0.21287, "top1_acc": 0.3543, "top5_acc": 0.63633, "loss_cls": 2.66259, "loss": 2.66259, "grad_norm": 3.98673, "time": 2.07935}
{"mode": "train", "epoch": 16, "iter": 660, "lr": 0.02, "memory": 10966, "data_time": 0.51894, "top1_acc": 0.37188, "top5_acc": 0.66523, "loss_cls": 2.56249, "loss": 2.56249, "grad_norm": 3.92214, "time": 2.07824}
{"mode": "train", "epoch": 16, "iter": 680, "lr": 0.02, "memory": 10966, "data_time": 0.06617, "top1_acc": 0.35117, "top5_acc": 0.64805, "loss_cls": 2.63628, "loss": 2.63628, "grad_norm": 3.95091, "time": 2.10905}
{"mode": "train", "epoch": 16, "iter": 700, "lr": 0.02, "memory": 10966, "data_time": 0.00376, "top1_acc": 0.34648, "top5_acc": 0.64805, "loss_cls": 2.62732, "loss": 2.62732, "grad_norm": 3.92889, "time": 2.07813}
{"mode": "train", "epoch": 16, "iter": 720, "lr": 0.02, "memory": 10966, "data_time": 0.00834, "top1_acc": 0.36875, "top5_acc": 0.65547, "loss_cls": 2.57624, "loss": 2.57624, "grad_norm": 3.95946, "time": 1.89956}
{"mode": "train", "epoch": 16, "iter": 740, "lr": 0.02, "memory": 10966, "data_time": 0.01004, "top1_acc": 0.35039, "top5_acc": 0.64141, "loss_cls": 2.69238, "loss": 2.69238, "grad_norm": 4.08185, "time": 2.0965}
{"mode": "train", "epoch": 16, "iter": 760, "lr": 0.02, "memory": 10966, "data_time": 0.62122, "top1_acc": 0.3543, "top5_acc": 0.65117, "loss_cls": 2.64177, "loss": 2.64177, "grad_norm": 3.97431, "time": 1.98433}
{"mode": "train", "epoch": 16, "iter": 780, "lr": 0.02, "memory": 10966, "data_time": 0.15074, "top1_acc": 0.36445, "top5_acc": 0.65664, "loss_cls": 2.5983, "loss": 2.5983, "grad_norm": 4.04139, "time": 2.06706}
{"mode": "train", "epoch": 16, "iter": 800, "lr": 0.02, "memory": 10966, "data_time": 0.8007, "top1_acc": 0.3543, "top5_acc": 0.65625, "loss_cls": 2.62097, "loss": 2.62097, "grad_norm": 4.06889, "time": 2.07953}
{"mode": "train", "epoch": 16, "iter": 820, "lr": 0.02, "memory": 10966, "data_time": 1.34266, "top1_acc": 0.36016, "top5_acc": 0.65977, "loss_cls": 2.60773, "loss": 2.60773, "grad_norm": 4.03761, "time": 1.95027}
{"mode": "train", "epoch": 16, "iter": 840, "lr": 0.02, "memory": 10966, "data_time": 0.37235, "top1_acc": 0.35469, "top5_acc": 0.65742, "loss_cls": 2.63117, "loss": 2.63117, "grad_norm": 4.11917, "time": 2.16908}
{"mode": "train", "epoch": 16, "iter": 860, "lr": 0.02, "memory": 10966, "data_time": 0.27706, "top1_acc": 0.34727, "top5_acc": 0.62734, "loss_cls": 2.66808, "loss": 2.66808, "grad_norm": 4.05285, "time": 1.98634}
{"mode": "train", "epoch": 16, "iter": 880, "lr": 0.02, "memory": 10966, "data_time": 0.16856, "top1_acc": 0.35977, "top5_acc": 0.64961, "loss_cls": 2.60834, "loss": 2.60834, "grad_norm": 3.83563, "time": 2.1947}
{"mode": "train", "epoch": 16, "iter": 900, "lr": 0.02, "memory": 10966, "data_time": 0.00544, "top1_acc": 0.34609, "top5_acc": 0.65391, "loss_cls": 2.65, "loss": 2.65, "grad_norm": 3.98275, "time": 2.09198}
{"mode": "train", "epoch": 16, "iter": 920, "lr": 0.02, "memory": 10966, "data_time": 0.25672, "top1_acc": 0.35625, "top5_acc": 0.65234, "loss_cls": 2.59061, "loss": 2.59061, "grad_norm": 3.97342, "time": 1.95885}
{"mode": "train", "epoch": 16, "iter": 940, "lr": 0.02, "memory": 10966, "data_time": 0.1166, "top1_acc": 0.35391, "top5_acc": 0.64766, "loss_cls": 2.6474, "loss": 2.6474, "grad_norm": 3.98177, "time": 2.04501}
{"mode": "train", "epoch": 16, "iter": 960, "lr": 0.02, "memory": 10966, "data_time": 0.00259, "top1_acc": 0.35977, "top5_acc": 0.66211, "loss_cls": 2.58762, "loss": 2.58762, "grad_norm": 3.9551, "time": 2.086}
{"mode": "train", "epoch": 16, "iter": 980, "lr": 0.02, "memory": 10966, "data_time": 0.00295, "top1_acc": 0.36484, "top5_acc": 0.65312, "loss_cls": 2.59277, "loss": 2.59277, "grad_norm": 4.03768, "time": 2.00003}
{"mode": "train", "epoch": 16, "iter": 1000, "lr": 0.02, "memory": 10966, "data_time": 0.19161, "top1_acc": 0.35977, "top5_acc": 0.64688, "loss_cls": 2.64871, "loss": 2.64871, "grad_norm": 3.95009, "time": 2.0897}
{"mode": "train", "epoch": 16, "iter": 1020, "lr": 0.02, "memory": 10966, "data_time": 0.01085, "top1_acc": 0.3457, "top5_acc": 0.64492, "loss_cls": 2.6839, "loss": 2.6839, "grad_norm": 4.02435, "time": 2.02104}
{"mode": "train", "epoch": 16, "iter": 1040, "lr": 0.02, "memory": 10966, "data_time": 0.00663, "top1_acc": 0.36328, "top5_acc": 0.65859, "loss_cls": 2.57741, "loss": 2.57741, "grad_norm": 3.9682, "time": 2.07134}
{"mode": "train", "epoch": 16, "iter": 1060, "lr": 0.02, "memory": 10966, "data_time": 0.03062, "top1_acc": 0.35117, "top5_acc": 0.64219, "loss_cls": 2.6858, "loss": 2.6858, "grad_norm": 3.97644, "time": 2.16395}
{"mode": "train", "epoch": 16, "iter": 1080, "lr": 0.02, "memory": 10966, "data_time": 0.30361, "top1_acc": 0.34883, "top5_acc": 0.65156, "loss_cls": 2.60736, "loss": 2.60736, "grad_norm": 3.98413, "time": 2.06913}
{"mode": "train", "epoch": 16, "iter": 1100, "lr": 0.02, "memory": 10966, "data_time": 0.1505, "top1_acc": 0.35156, "top5_acc": 0.62656, "loss_cls": 2.7006, "loss": 2.7006, "grad_norm": 4.02629, "time": 2.22626}
{"mode": "train", "epoch": 16, "iter": 1120, "lr": 0.02, "memory": 10966, "data_time": 0.4985, "top1_acc": 0.34414, "top5_acc": 0.64258, "loss_cls": 2.65349, "loss": 2.65349, "grad_norm": 3.93875, "time": 1.87719}
{"mode": "train", "epoch": 16, "iter": 1140, "lr": 0.02, "memory": 10966, "data_time": 0.51588, "top1_acc": 0.35508, "top5_acc": 0.65703, "loss_cls": 2.64239, "loss": 2.64239, "grad_norm": 3.97004, "time": 2.00833}
{"mode": "train", "epoch": 16, "iter": 1160, "lr": 0.02, "memory": 10966, "data_time": 0.00902, "top1_acc": 0.36289, "top5_acc": 0.65078, "loss_cls": 2.61326, "loss": 2.61326, "grad_norm": 3.86547, "time": 2.07563}
{"mode": "train", "epoch": 16, "iter": 1180, "lr": 0.02, "memory": 10966, "data_time": 0.00596, "top1_acc": 0.36484, "top5_acc": 0.66367, "loss_cls": 2.59097, "loss": 2.59097, "grad_norm": 3.85456, "time": 2.07199}
{"mode": "train", "epoch": 16, "iter": 1200, "lr": 0.02, "memory": 10966, "data_time": 0.00418, "top1_acc": 0.36328, "top5_acc": 0.64141, "loss_cls": 2.63362, "loss": 2.63362, "grad_norm": 3.9431, "time": 2.05354}
{"mode": "train", "epoch": 16, "iter": 1220, "lr": 0.02, "memory": 10966, "data_time": 0.00501, "top1_acc": 0.34844, "top5_acc": 0.65938, "loss_cls": 2.62863, "loss": 2.62863, "grad_norm": 3.99551, "time": 2.05474}
{"mode": "train", "epoch": 16, "iter": 1240, "lr": 0.02, "memory": 10966, "data_time": 0.26883, "top1_acc": 0.35, "top5_acc": 0.64258, "loss_cls": 2.67475, "loss": 2.67475, "grad_norm": 4.05782, "time": 2.14939}
{"mode": "train", "epoch": 16, "iter": 1260, "lr": 0.02, "memory": 10966, "data_time": 1.1035, "top1_acc": 0.35625, "top5_acc": 0.64727, "loss_cls": 2.62964, "loss": 2.62964, "grad_norm": 3.97891, "time": 2.01445}
{"mode": "train", "epoch": 16, "iter": 1280, "lr": 0.02, "memory": 10966, "data_time": 0.96073, "top1_acc": 0.34727, "top5_acc": 0.63945, "loss_cls": 2.67733, "loss": 2.67733, "grad_norm": 3.95315, "time": 2.10354}
{"mode": "train", "epoch": 16, "iter": 1300, "lr": 0.02, "memory": 10966, "data_time": 0.97371, "top1_acc": 0.35273, "top5_acc": 0.64688, "loss_cls": 2.65641, "loss": 2.65641, "grad_norm": 4.05529, "time": 2.00154}
{"mode": "train", "epoch": 16, "iter": 1320, "lr": 0.02, "memory": 10966, "data_time": 0.03457, "top1_acc": 0.35873, "top5_acc": 0.65595, "loss_cls": 2.60895, "loss": 2.60895, "grad_norm": 3.89869, "time": 1.92139}
{"mode": "val", "epoch": 16, "iter": 1320, "lr": 0.02, "top1_acc": 0.26589, "top5_acc": 0.56016, "mean_class_accuracy": 0.20054}
{"mode": "train", "epoch": 17, "iter": 20, "lr": 0.02, "memory": 10966, "data_time": 4.66969, "top1_acc": 0.36992, "top5_acc": 0.66562, "loss_cls": 2.52938, "loss": 2.52938, "grad_norm": 3.87052, "time": 6.7702}
{"mode": "train", "epoch": 17, "iter": 40, "lr": 0.02, "memory": 10966, "data_time": 0.026, "top1_acc": 0.36797, "top5_acc": 0.66992, "loss_cls": 2.51721, "loss": 2.51721, "grad_norm": 3.97914, "time": 2.05598}
{"mode": "train", "epoch": 17, "iter": 60, "lr": 0.02, "memory": 10966, "data_time": 1.12766, "top1_acc": 0.38242, "top5_acc": 0.66836, "loss_cls": 2.53171, "loss": 2.53171, "grad_norm": 3.91901, "time": 2.13426}
{"mode": "train", "epoch": 17, "iter": 80, "lr": 0.02, "memory": 10966, "data_time": 0.80289, "top1_acc": 0.38281, "top5_acc": 0.67578, "loss_cls": 2.51084, "loss": 2.51084, "grad_norm": 4.00264, "time": 2.11677}
{"mode": "train", "epoch": 17, "iter": 100, "lr": 0.02, "memory": 10966, "data_time": 0.11675, "top1_acc": 0.36211, "top5_acc": 0.6668, "loss_cls": 2.57132, "loss": 2.57132, "grad_norm": 4.03576, "time": 1.99791}
{"mode": "train", "epoch": 17, "iter": 120, "lr": 0.02, "memory": 10966, "data_time": 0.02325, "top1_acc": 0.37148, "top5_acc": 0.67695, "loss_cls": 2.50353, "loss": 2.50353, "grad_norm": 3.89935, "time": 2.0892}
{"mode": "train", "epoch": 17, "iter": 140, "lr": 0.02, "memory": 10966, "data_time": 0.00451, "top1_acc": 0.36953, "top5_acc": 0.65977, "loss_cls": 2.57171, "loss": 2.57171, "grad_norm": 4.08205, "time": 2.05988}
{"mode": "train", "epoch": 17, "iter": 160, "lr": 0.02, "memory": 10966, "data_time": 0.09335, "top1_acc": 0.37578, "top5_acc": 0.6875, "loss_cls": 2.48158, "loss": 2.48158, "grad_norm": 3.92442, "time": 2.17057}
{"mode": "train", "epoch": 17, "iter": 180, "lr": 0.02, "memory": 10966, "data_time": 0.02781, "top1_acc": 0.37852, "top5_acc": 0.675, "loss_cls": 2.51359, "loss": 2.51359, "grad_norm": 3.89383, "time": 1.98866}
{"mode": "train", "epoch": 17, "iter": 200, "lr": 0.02, "memory": 10966, "data_time": 0.42919, "top1_acc": 0.37422, "top5_acc": 0.66367, "loss_cls": 2.53832, "loss": 2.53832, "grad_norm": 3.88999, "time": 2.10808}
{"mode": "train", "epoch": 17, "iter": 220, "lr": 0.02, "memory": 10966, "data_time": 0.04047, "top1_acc": 0.38164, "top5_acc": 0.66797, "loss_cls": 2.53463, "loss": 2.53463, "grad_norm": 3.97187, "time": 2.07256}
{"mode": "train", "epoch": 17, "iter": 240, "lr": 0.02, "memory": 10966, "data_time": 0.51944, "top1_acc": 0.35195, "top5_acc": 0.66289, "loss_cls": 2.57368, "loss": 2.57368, "grad_norm": 3.97781, "time": 2.06217}
{"mode": "train", "epoch": 17, "iter": 260, "lr": 0.02, "memory": 10966, "data_time": 0.00473, "top1_acc": 0.36836, "top5_acc": 0.65273, "loss_cls": 2.62062, "loss": 2.62062, "grad_norm": 4.05536, "time": 2.08139}
{"mode": "train", "epoch": 17, "iter": 280, "lr": 0.02, "memory": 10966, "data_time": 0.02095, "top1_acc": 0.36797, "top5_acc": 0.66016, "loss_cls": 2.58579, "loss": 2.58579, "grad_norm": 3.9678, "time": 2.08941}
{"mode": "train", "epoch": 17, "iter": 300, "lr": 0.02, "memory": 10966, "data_time": 0.00407, "top1_acc": 0.36797, "top5_acc": 0.66328, "loss_cls": 2.57982, "loss": 2.57982, "grad_norm": 4.13942, "time": 2.02145}
{"mode": "train", "epoch": 17, "iter": 320, "lr": 0.02, "memory": 10966, "data_time": 0.10994, "top1_acc": 0.34766, "top5_acc": 0.64531, "loss_cls": 2.64911, "loss": 2.64911, "grad_norm": 4.05856, "time": 2.14394}
{"mode": "train", "epoch": 17, "iter": 340, "lr": 0.02, "memory": 10966, "data_time": 0.00238, "top1_acc": 0.35391, "top5_acc": 0.65508, "loss_cls": 2.63951, "loss": 2.63951, "grad_norm": 4.01786, "time": 2.03092}
{"mode": "train", "epoch": 17, "iter": 360, "lr": 0.02, "memory": 10966, "data_time": 0.02294, "top1_acc": 0.36562, "top5_acc": 0.65664, "loss_cls": 2.57714, "loss": 2.57714, "grad_norm": 3.87294, "time": 2.05313}
{"mode": "train", "epoch": 17, "iter": 380, "lr": 0.02, "memory": 10966, "data_time": 0.13628, "top1_acc": 0.34883, "top5_acc": 0.65312, "loss_cls": 2.62945, "loss": 2.62945, "grad_norm": 4.03941, "time": 2.17494}
{"mode": "train", "epoch": 17, "iter": 400, "lr": 0.02, "memory": 10966, "data_time": 0.01197, "top1_acc": 0.37578, "top5_acc": 0.67578, "loss_cls": 2.53001, "loss": 2.53001, "grad_norm": 3.94736, "time": 2.15332}
{"mode": "train", "epoch": 17, "iter": 420, "lr": 0.02, "memory": 10966, "data_time": 0.0022, "top1_acc": 0.34648, "top5_acc": 0.63594, "loss_cls": 2.63048, "loss": 2.63048, "grad_norm": 4.15354, "time": 1.98329}
{"mode": "train", "epoch": 17, "iter": 440, "lr": 0.02, "memory": 10966, "data_time": 0.0058, "top1_acc": 0.36328, "top5_acc": 0.66562, "loss_cls": 2.55389, "loss": 2.55389, "grad_norm": 4.00407, "time": 2.09719}
{"mode": "train", "epoch": 17, "iter": 460, "lr": 0.02, "memory": 10966, "data_time": 0.01888, "top1_acc": 0.36562, "top5_acc": 0.64062, "loss_cls": 2.63036, "loss": 2.63036, "grad_norm": 4.03129, "time": 1.97049}
{"mode": "train", "epoch": 17, "iter": 480, "lr": 0.02, "memory": 10966, "data_time": 0.00291, "top1_acc": 0.37461, "top5_acc": 0.64961, "loss_cls": 2.59472, "loss": 2.59472, "grad_norm": 3.96479, "time": 1.98339}
{"mode": "train", "epoch": 17, "iter": 500, "lr": 0.02, "memory": 10966, "data_time": 0.0054, "top1_acc": 0.36602, "top5_acc": 0.66172, "loss_cls": 2.61351, "loss": 2.61351, "grad_norm": 4.045, "time": 1.97322}
{"mode": "train", "epoch": 17, "iter": 520, "lr": 0.02, "memory": 10966, "data_time": 0.00944, "top1_acc": 0.36758, "top5_acc": 0.65664, "loss_cls": 2.62553, "loss": 2.62553, "grad_norm": 4.03315, "time": 2.19126}
{"mode": "train", "epoch": 17, "iter": 540, "lr": 0.02, "memory": 10966, "data_time": 0.0046, "top1_acc": 0.36562, "top5_acc": 0.6668, "loss_cls": 2.57908, "loss": 2.57908, "grad_norm": 4.00153, "time": 2.07564}
{"mode": "train", "epoch": 17, "iter": 560, "lr": 0.02, "memory": 10966, "data_time": 0.00702, "top1_acc": 0.36992, "top5_acc": 0.66289, "loss_cls": 2.56991, "loss": 2.56991, "grad_norm": 4.00925, "time": 2.09655}
{"mode": "train", "epoch": 17, "iter": 580, "lr": 0.02, "memory": 10966, "data_time": 0.00788, "top1_acc": 0.36758, "top5_acc": 0.6582, "loss_cls": 2.59887, "loss": 2.59887, "grad_norm": 3.95876, "time": 2.03934}
{"mode": "train", "epoch": 17, "iter": 600, "lr": 0.02, "memory": 10966, "data_time": 0.10136, "top1_acc": 0.37656, "top5_acc": 0.66211, "loss_cls": 2.54995, "loss": 2.54995, "grad_norm": 3.97684, "time": 1.92707}
{"mode": "train", "epoch": 17, "iter": 620, "lr": 0.02, "memory": 10966, "data_time": 0.11317, "top1_acc": 0.35508, "top5_acc": 0.64961, "loss_cls": 2.62094, "loss": 2.62094, "grad_norm": 4.05147, "time": 2.10765}
{"mode": "train", "epoch": 17, "iter": 640, "lr": 0.02, "memory": 10966, "data_time": 0.00522, "top1_acc": 0.33438, "top5_acc": 0.64961, "loss_cls": 2.67428, "loss": 2.67428, "grad_norm": 3.95666, "time": 2.01444}
{"mode": "train", "epoch": 17, "iter": 660, "lr": 0.02, "memory": 10966, "data_time": 0.00201, "top1_acc": 0.37305, "top5_acc": 0.66016, "loss_cls": 2.60373, "loss": 2.60373, "grad_norm": 4.05095, "time": 2.08021}
{"mode": "train", "epoch": 17, "iter": 680, "lr": 0.02, "memory": 10966, "data_time": 0.00522, "top1_acc": 0.36406, "top5_acc": 0.64922, "loss_cls": 2.62527, "loss": 2.62527, "grad_norm": 3.98338, "time": 2.06726}
{"mode": "train", "epoch": 17, "iter": 700, "lr": 0.02, "memory": 10966, "data_time": 0.15373, "top1_acc": 0.34375, "top5_acc": 0.65547, "loss_cls": 2.60096, "loss": 2.60096, "grad_norm": 3.91457, "time": 2.09319}
{"mode": "train", "epoch": 17, "iter": 720, "lr": 0.02, "memory": 10966, "data_time": 0.00465, "top1_acc": 0.37148, "top5_acc": 0.66523, "loss_cls": 2.55518, "loss": 2.55518, "grad_norm": 3.98127, "time": 2.0845}
{"mode": "train", "epoch": 17, "iter": 740, "lr": 0.02, "memory": 10966, "data_time": 0.43647, "top1_acc": 0.35352, "top5_acc": 0.64609, "loss_cls": 2.6388, "loss": 2.6388, "grad_norm": 4.07971, "time": 2.06391}
{"mode": "train", "epoch": 17, "iter": 760, "lr": 0.02, "memory": 10966, "data_time": 0.00377, "top1_acc": 0.36016, "top5_acc": 0.64766, "loss_cls": 2.62526, "loss": 2.62526, "grad_norm": 4.03321, "time": 1.87389}
{"mode": "train", "epoch": 17, "iter": 780, "lr": 0.02, "memory": 10966, "data_time": 0.10904, "top1_acc": 0.36719, "top5_acc": 0.66445, "loss_cls": 2.57077, "loss": 2.57077, "grad_norm": 4.06681, "time": 2.20124}
{"mode": "train", "epoch": 17, "iter": 800, "lr": 0.02, "memory": 10966, "data_time": 0.00409, "top1_acc": 0.37891, "top5_acc": 0.67227, "loss_cls": 2.52475, "loss": 2.52475, "grad_norm": 4.06977, "time": 2.09027}
{"mode": "train", "epoch": 17, "iter": 820, "lr": 0.02, "memory": 10966, "data_time": 0.00211, "top1_acc": 0.37266, "top5_acc": 0.65742, "loss_cls": 2.59233, "loss": 2.59233, "grad_norm": 4.00444, "time": 2.12752}
{"mode": "train", "epoch": 17, "iter": 840, "lr": 0.02, "memory": 10966, "data_time": 0.00481, "top1_acc": 0.35586, "top5_acc": 0.64414, "loss_cls": 2.64145, "loss": 2.64145, "grad_norm": 4.02858, "time": 2.00659}
{"mode": "train", "epoch": 17, "iter": 860, "lr": 0.02, "memory": 10966, "data_time": 0.00374, "top1_acc": 0.36016, "top5_acc": 0.66289, "loss_cls": 2.64106, "loss": 2.64106, "grad_norm": 4.04312, "time": 2.12656}
{"mode": "train", "epoch": 17, "iter": 880, "lr": 0.02, "memory": 10966, "data_time": 0.0042, "top1_acc": 0.36289, "top5_acc": 0.65, "loss_cls": 2.62938, "loss": 2.62938, "grad_norm": 3.87718, "time": 1.99701}
{"mode": "train", "epoch": 17, "iter": 900, "lr": 0.02, "memory": 10966, "data_time": 0.61209, "top1_acc": 0.37305, "top5_acc": 0.65625, "loss_cls": 2.59707, "loss": 2.59707, "grad_norm": 3.96302, "time": 2.09038}
{"mode": "train", "epoch": 17, "iter": 920, "lr": 0.02, "memory": 10966, "data_time": 0.06296, "top1_acc": 0.36445, "top5_acc": 0.66094, "loss_cls": 2.59143, "loss": 2.59143, "grad_norm": 3.97211, "time": 2.07887}
{"mode": "train", "epoch": 17, "iter": 940, "lr": 0.02, "memory": 10966, "data_time": 0.0164, "top1_acc": 0.36719, "top5_acc": 0.64648, "loss_cls": 2.60479, "loss": 2.60479, "grad_norm": 4.10395, "time": 1.9478}
{"mode": "train", "epoch": 17, "iter": 960, "lr": 0.02, "memory": 10966, "data_time": 0.00458, "top1_acc": 0.34922, "top5_acc": 0.64688, "loss_cls": 2.64079, "loss": 2.64079, "grad_norm": 4.04555, "time": 2.10627}
{"mode": "train", "epoch": 17, "iter": 980, "lr": 0.02, "memory": 10966, "data_time": 0.03535, "top1_acc": 0.37188, "top5_acc": 0.65781, "loss_cls": 2.60518, "loss": 2.60518, "grad_norm": 4.00856, "time": 2.07396}
{"mode": "train", "epoch": 17, "iter": 1000, "lr": 0.02, "memory": 10966, "data_time": 0.02195, "top1_acc": 0.35234, "top5_acc": 0.64727, "loss_cls": 2.65744, "loss": 2.65744, "grad_norm": 4.03874, "time": 2.11894}
{"mode": "train", "epoch": 17, "iter": 1020, "lr": 0.02, "memory": 10966, "data_time": 0.00743, "top1_acc": 0.35898, "top5_acc": 0.65938, "loss_cls": 2.61645, "loss": 2.61645, "grad_norm": 3.90873, "time": 2.0808}
{"mode": "train", "epoch": 17, "iter": 1040, "lr": 0.02, "memory": 10966, "data_time": 0.06042, "top1_acc": 0.35625, "top5_acc": 0.65508, "loss_cls": 2.60304, "loss": 2.60304, "grad_norm": 3.92034, "time": 2.1594}
{"mode": "train", "epoch": 17, "iter": 1060, "lr": 0.02, "memory": 10966, "data_time": 0.00484, "top1_acc": 0.36367, "top5_acc": 0.65898, "loss_cls": 2.59074, "loss": 2.59074, "grad_norm": 3.96266, "time": 2.00608}
{"mode": "train", "epoch": 17, "iter": 1080, "lr": 0.02, "memory": 10966, "data_time": 0.10869, "top1_acc": 0.36406, "top5_acc": 0.65859, "loss_cls": 2.60838, "loss": 2.60838, "grad_norm": 4.02711, "time": 2.02288}
{"mode": "train", "epoch": 17, "iter": 1100, "lr": 0.02, "memory": 10966, "data_time": 0.00373, "top1_acc": 0.3707, "top5_acc": 0.6707, "loss_cls": 2.56661, "loss": 2.56661, "grad_norm": 3.98137, "time": 2.11509}
{"mode": "train", "epoch": 17, "iter": 1120, "lr": 0.02, "memory": 10966, "data_time": 0.00552, "top1_acc": 0.35273, "top5_acc": 0.64414, "loss_cls": 2.66325, "loss": 2.66325, "grad_norm": 4.14129, "time": 2.09847}
{"mode": "train", "epoch": 17, "iter": 1140, "lr": 0.02, "memory": 10966, "data_time": 0.00186, "top1_acc": 0.34688, "top5_acc": 0.6418, "loss_cls": 2.66911, "loss": 2.66911, "grad_norm": 3.92043, "time": 1.99248}
{"mode": "train", "epoch": 17, "iter": 1160, "lr": 0.02, "memory": 10966, "data_time": 0.00276, "top1_acc": 0.38359, "top5_acc": 0.66289, "loss_cls": 2.60832, "loss": 2.60832, "grad_norm": 3.9839, "time": 2.11308}
{"mode": "train", "epoch": 17, "iter": 1180, "lr": 0.02, "memory": 10966, "data_time": 0.00326, "top1_acc": 0.35938, "top5_acc": 0.66094, "loss_cls": 2.57015, "loss": 2.57015, "grad_norm": 3.87602, "time": 2.04538}
{"mode": "train", "epoch": 17, "iter": 1200, "lr": 0.02, "memory": 10966, "data_time": 0.00958, "top1_acc": 0.35547, "top5_acc": 0.6543, "loss_cls": 2.56984, "loss": 2.56984, "grad_norm": 3.94689, "time": 2.11324}
{"mode": "train", "epoch": 17, "iter": 1220, "lr": 0.02, "memory": 10966, "data_time": 0.00449, "top1_acc": 0.36602, "top5_acc": 0.66133, "loss_cls": 2.58571, "loss": 2.58571, "grad_norm": 3.95551, "time": 1.99253}
{"mode": "train", "epoch": 17, "iter": 1240, "lr": 0.02, "memory": 10966, "data_time": 0.00446, "top1_acc": 0.3707, "top5_acc": 0.66172, "loss_cls": 2.59461, "loss": 2.59461, "grad_norm": 4.02458, "time": 2.06406}
{"mode": "train", "epoch": 17, "iter": 1260, "lr": 0.02, "memory": 10966, "data_time": 0.00281, "top1_acc": 0.36484, "top5_acc": 0.64102, "loss_cls": 2.64136, "loss": 2.64136, "grad_norm": 3.8769, "time": 2.05933}
{"mode": "train", "epoch": 17, "iter": 1280, "lr": 0.02, "memory": 10966, "data_time": 0.00775, "top1_acc": 0.35781, "top5_acc": 0.65742, "loss_cls": 2.63043, "loss": 2.63043, "grad_norm": 4.02349, "time": 2.09522}
{"mode": "train", "epoch": 17, "iter": 1300, "lr": 0.02, "memory": 10966, "data_time": 0.02486, "top1_acc": 0.36953, "top5_acc": 0.66797, "loss_cls": 2.57657, "loss": 2.57657, "grad_norm": 3.99379, "time": 2.17211}
{"mode": "train", "epoch": 17, "iter": 1320, "lr": 0.02, "memory": 10966, "data_time": 0.00414, "top1_acc": 0.37341, "top5_acc": 0.67937, "loss_cls": 2.48965, "loss": 2.48965, "grad_norm": 3.99551, "time": 1.88165}
{"mode": "val", "epoch": 17, "iter": 1320, "lr": 0.02, "top1_acc": 0.2533, "top5_acc": 0.55087, "mean_class_accuracy": 0.19817}
{"mode": "train", "epoch": 18, "iter": 20, "lr": 0.02, "memory": 10966, "data_time": 4.60461, "top1_acc": 0.37656, "top5_acc": 0.67461, "loss_cls": 2.49913, "loss": 2.49913, "grad_norm": 3.91803, "time": 6.43761}
{"mode": "train", "epoch": 18, "iter": 40, "lr": 0.02, "memory": 10966, "data_time": 0.11502, "top1_acc": 0.39961, "top5_acc": 0.68789, "loss_cls": 2.44321, "loss": 2.44321, "grad_norm": 3.95731, "time": 2.00067}
{"mode": "train", "epoch": 18, "iter": 60, "lr": 0.02, "memory": 10966, "data_time": 0.00712, "top1_acc": 0.37812, "top5_acc": 0.6625, "loss_cls": 2.57565, "loss": 2.57565, "grad_norm": 3.96682, "time": 2.02262}
{"mode": "train", "epoch": 18, "iter": 80, "lr": 0.02, "memory": 10966, "data_time": 0.00303, "top1_acc": 0.38711, "top5_acc": 0.68242, "loss_cls": 2.46898, "loss": 2.46898, "grad_norm": 3.94676, "time": 2.12617}
{"mode": "train", "epoch": 18, "iter": 100, "lr": 0.02, "memory": 10966, "data_time": 0.17808, "top1_acc": 0.37891, "top5_acc": 0.68125, "loss_cls": 2.52258, "loss": 2.52258, "grad_norm": 4.05754, "time": 1.96124}
{"mode": "train", "epoch": 18, "iter": 120, "lr": 0.02, "memory": 10966, "data_time": 0.28015, "top1_acc": 0.38906, "top5_acc": 0.67891, "loss_cls": 2.47972, "loss": 2.47972, "grad_norm": 3.92965, "time": 1.97658}
{"mode": "train", "epoch": 18, "iter": 140, "lr": 0.02, "memory": 10966, "data_time": 0.16405, "top1_acc": 0.37969, "top5_acc": 0.66875, "loss_cls": 2.50999, "loss": 2.50999, "grad_norm": 3.94465, "time": 2.11777}
{"mode": "train", "epoch": 18, "iter": 160, "lr": 0.02, "memory": 10966, "data_time": 0.07376, "top1_acc": 0.39258, "top5_acc": 0.67656, "loss_cls": 2.47174, "loss": 2.47174, "grad_norm": 3.88507, "time": 2.0405}
{"mode": "train", "epoch": 18, "iter": 180, "lr": 0.02, "memory": 10966, "data_time": 0.00631, "top1_acc": 0.39219, "top5_acc": 0.6625, "loss_cls": 2.50169, "loss": 2.50169, "grad_norm": 4.02276, "time": 2.05102}
{"mode": "train", "epoch": 18, "iter": 200, "lr": 0.02, "memory": 10966, "data_time": 0.00346, "top1_acc": 0.36523, "top5_acc": 0.66719, "loss_cls": 2.55551, "loss": 2.55551, "grad_norm": 3.99233, "time": 2.11069}
{"mode": "train", "epoch": 18, "iter": 220, "lr": 0.02, "memory": 10966, "data_time": 0.1327, "top1_acc": 0.37773, "top5_acc": 0.67266, "loss_cls": 2.5353, "loss": 2.5353, "grad_norm": 4.06428, "time": 2.01241}
{"mode": "train", "epoch": 18, "iter": 240, "lr": 0.02, "memory": 10966, "data_time": 0.00212, "top1_acc": 0.39141, "top5_acc": 0.68398, "loss_cls": 2.52271, "loss": 2.52271, "grad_norm": 4.05674, "time": 2.02901}
{"mode": "train", "epoch": 18, "iter": 260, "lr": 0.02, "memory": 10966, "data_time": 0.00511, "top1_acc": 0.37656, "top5_acc": 0.66758, "loss_cls": 2.56193, "loss": 2.56193, "grad_norm": 4.01163, "time": 2.06492}
{"mode": "train", "epoch": 18, "iter": 280, "lr": 0.02, "memory": 10966, "data_time": 0.01807, "top1_acc": 0.37734, "top5_acc": 0.67891, "loss_cls": 2.49962, "loss": 2.49962, "grad_norm": 3.99108, "time": 2.04988}
{"mode": "train", "epoch": 18, "iter": 300, "lr": 0.02, "memory": 10966, "data_time": 0.17948, "top1_acc": 0.39375, "top5_acc": 0.67227, "loss_cls": 2.4786, "loss": 2.4786, "grad_norm": 4.02642, "time": 2.03119}
{"mode": "train", "epoch": 18, "iter": 320, "lr": 0.02, "memory": 10966, "data_time": 0.10603, "top1_acc": 0.36133, "top5_acc": 0.65039, "loss_cls": 2.61809, "loss": 2.61809, "grad_norm": 4.0477, "time": 2.14421}
{"mode": "train", "epoch": 18, "iter": 340, "lr": 0.02, "memory": 10966, "data_time": 0.00524, "top1_acc": 0.37734, "top5_acc": 0.66211, "loss_cls": 2.53373, "loss": 2.53373, "grad_norm": 3.99487, "time": 1.98882}
{"mode": "train", "epoch": 18, "iter": 360, "lr": 0.02, "memory": 10966, "data_time": 0.33964, "top1_acc": 0.35898, "top5_acc": 0.64961, "loss_cls": 2.60254, "loss": 2.60254, "grad_norm": 4.11645, "time": 2.04815}
{"mode": "train", "epoch": 18, "iter": 380, "lr": 0.02, "memory": 10966, "data_time": 0.49313, "top1_acc": 0.37344, "top5_acc": 0.67734, "loss_cls": 2.49883, "loss": 2.49883, "grad_norm": 3.95903, "time": 2.02474}
{"mode": "train", "epoch": 18, "iter": 400, "lr": 0.02, "memory": 10966, "data_time": 0.28694, "top1_acc": 0.37617, "top5_acc": 0.67539, "loss_cls": 2.52557, "loss": 2.52557, "grad_norm": 4.00049, "time": 2.08103}
{"mode": "train", "epoch": 18, "iter": 420, "lr": 0.02, "memory": 10966, "data_time": 0.09777, "top1_acc": 0.38281, "top5_acc": 0.65234, "loss_cls": 2.5918, "loss": 2.5918, "grad_norm": 4.11454, "time": 1.99804}
{"mode": "train", "epoch": 18, "iter": 440, "lr": 0.02, "memory": 10966, "data_time": 0.29028, "top1_acc": 0.35391, "top5_acc": 0.64883, "loss_cls": 2.6281, "loss": 2.6281, "grad_norm": 4.05207, "time": 2.22358}
{"mode": "train", "epoch": 18, "iter": 460, "lr": 0.02, "memory": 10966, "data_time": 0.01848, "top1_acc": 0.36328, "top5_acc": 0.65078, "loss_cls": 2.58713, "loss": 2.58713, "grad_norm": 4.04402, "time": 1.93025}
{"mode": "train", "epoch": 18, "iter": 480, "lr": 0.02, "memory": 10966, "data_time": 0.00467, "top1_acc": 0.36719, "top5_acc": 0.66094, "loss_cls": 2.57123, "loss": 2.57123, "grad_norm": 3.98155, "time": 2.17754}
{"mode": "train", "epoch": 18, "iter": 500, "lr": 0.02, "memory": 10966, "data_time": 0.00262, "top1_acc": 0.37812, "top5_acc": 0.67422, "loss_cls": 2.52245, "loss": 2.52245, "grad_norm": 3.9212, "time": 2.00887}
{"mode": "train", "epoch": 18, "iter": 520, "lr": 0.02, "memory": 10966, "data_time": 0.00599, "top1_acc": 0.36875, "top5_acc": 0.65898, "loss_cls": 2.56282, "loss": 2.56282, "grad_norm": 3.98523, "time": 2.11512}
{"mode": "train", "epoch": 18, "iter": 540, "lr": 0.02, "memory": 10966, "data_time": 0.0056, "top1_acc": 0.3625, "top5_acc": 0.65664, "loss_cls": 2.59793, "loss": 2.59793, "grad_norm": 4.10537, "time": 2.03682}
{"mode": "train", "epoch": 18, "iter": 560, "lr": 0.02, "memory": 10966, "data_time": 0.00362, "top1_acc": 0.37383, "top5_acc": 0.66797, "loss_cls": 2.57244, "loss": 2.57244, "grad_norm": 4.18065, "time": 2.08546}
{"mode": "train", "epoch": 18, "iter": 580, "lr": 0.02, "memory": 10966, "data_time": 0.00361, "top1_acc": 0.36719, "top5_acc": 0.66875, "loss_cls": 2.57128, "loss": 2.57128, "grad_norm": 4.03135, "time": 2.11367}
{"mode": "train", "epoch": 18, "iter": 600, "lr": 0.02, "memory": 10966, "data_time": 0.22863, "top1_acc": 0.37031, "top5_acc": 0.66211, "loss_cls": 2.59874, "loss": 2.59874, "grad_norm": 4.00478, "time": 1.98536}
{"mode": "train", "epoch": 18, "iter": 620, "lr": 0.02, "memory": 10966, "data_time": 0.00164, "top1_acc": 0.36797, "top5_acc": 0.67383, "loss_cls": 2.53006, "loss": 2.53006, "grad_norm": 4.03309, "time": 2.04289}
{"mode": "train", "epoch": 18, "iter": 640, "lr": 0.02, "memory": 10966, "data_time": 0.71109, "top1_acc": 0.36406, "top5_acc": 0.65078, "loss_cls": 2.58587, "loss": 2.58587, "grad_norm": 3.95728, "time": 1.9698}
{"mode": "train", "epoch": 18, "iter": 660, "lr": 0.02, "memory": 10966, "data_time": 0.55799, "top1_acc": 0.37383, "top5_acc": 0.67422, "loss_cls": 2.50038, "loss": 2.50038, "grad_norm": 3.86614, "time": 2.0417}
{"mode": "train", "epoch": 18, "iter": 680, "lr": 0.02, "memory": 10966, "data_time": 0.0171, "top1_acc": 0.37578, "top5_acc": 0.67031, "loss_cls": 2.5659, "loss": 2.5659, "grad_norm": 4.00058, "time": 2.05246}
{"mode": "train", "epoch": 18, "iter": 700, "lr": 0.02, "memory": 10966, "data_time": 0.06281, "top1_acc": 0.37461, "top5_acc": 0.66445, "loss_cls": 2.55972, "loss": 2.55972, "grad_norm": 4.02387, "time": 2.0547}
{"mode": "train", "epoch": 18, "iter": 720, "lr": 0.02, "memory": 10966, "data_time": 0.00523, "top1_acc": 0.36914, "top5_acc": 0.66328, "loss_cls": 2.56424, "loss": 2.56424, "grad_norm": 4.18388, "time": 2.17754}
{"mode": "train", "epoch": 18, "iter": 740, "lr": 0.02, "memory": 10966, "data_time": 0.04835, "top1_acc": 0.36719, "top5_acc": 0.65859, "loss_cls": 2.58802, "loss": 2.58802, "grad_norm": 4.0576, "time": 1.98577}
{"mode": "train", "epoch": 18, "iter": 760, "lr": 0.02, "memory": 10966, "data_time": 0.05426, "top1_acc": 0.37461, "top5_acc": 0.67383, "loss_cls": 2.52979, "loss": 2.52979, "grad_norm": 4.08734, "time": 2.10496}
{"mode": "train", "epoch": 18, "iter": 780, "lr": 0.02, "memory": 10966, "data_time": 0.00384, "top1_acc": 0.35781, "top5_acc": 0.66523, "loss_cls": 2.56802, "loss": 2.56802, "grad_norm": 4.05477, "time": 2.16593}
{"mode": "train", "epoch": 18, "iter": 800, "lr": 0.02, "memory": 10966, "data_time": 0.00345, "top1_acc": 0.34766, "top5_acc": 0.64805, "loss_cls": 2.63612, "loss": 2.63612, "grad_norm": 4.12833, "time": 1.89799}
{"mode": "train", "epoch": 18, "iter": 820, "lr": 0.02, "memory": 10966, "data_time": 0.0043, "top1_acc": 0.36172, "top5_acc": 0.6582, "loss_cls": 2.60473, "loss": 2.60473, "grad_norm": 4.00844, "time": 2.10422}
{"mode": "train", "epoch": 18, "iter": 840, "lr": 0.02, "memory": 10966, "data_time": 0.03992, "top1_acc": 0.36445, "top5_acc": 0.66836, "loss_cls": 2.544, "loss": 2.544, "grad_norm": 3.92402, "time": 1.9321}
{"mode": "train", "epoch": 18, "iter": 860, "lr": 0.02, "memory": 10966, "data_time": 0.00339, "top1_acc": 0.36289, "top5_acc": 0.66289, "loss_cls": 2.58217, "loss": 2.58217, "grad_norm": 4.06604, "time": 2.13549}
{"mode": "train", "epoch": 18, "iter": 880, "lr": 0.02, "memory": 10966, "data_time": 0.00629, "top1_acc": 0.37109, "top5_acc": 0.6668, "loss_cls": 2.53164, "loss": 2.53164, "grad_norm": 3.91564, "time": 2.07014}
{"mode": "train", "epoch": 18, "iter": 900, "lr": 0.02, "memory": 10966, "data_time": 0.00754, "top1_acc": 0.37461, "top5_acc": 0.6582, "loss_cls": 2.57508, "loss": 2.57508, "grad_norm": 4.10517, "time": 2.01565}
{"mode": "train", "epoch": 18, "iter": 920, "lr": 0.02, "memory": 10966, "data_time": 0.00489, "top1_acc": 0.37383, "top5_acc": 0.66914, "loss_cls": 2.53815, "loss": 2.53815, "grad_norm": 4.04021, "time": 2.06135}
{"mode": "train", "epoch": 18, "iter": 940, "lr": 0.02, "memory": 10966, "data_time": 0.00436, "top1_acc": 0.34688, "top5_acc": 0.6543, "loss_cls": 2.65263, "loss": 2.65263, "grad_norm": 4.20304, "time": 2.11512}
{"mode": "train", "epoch": 18, "iter": 960, "lr": 0.02, "memory": 10966, "data_time": 0.45635, "top1_acc": 0.37266, "top5_acc": 0.66055, "loss_cls": 2.54789, "loss": 2.54789, "grad_norm": 4.11894, "time": 1.92775}
{"mode": "train", "epoch": 18, "iter": 980, "lr": 0.02, "memory": 10966, "data_time": 1.24381, "top1_acc": 0.37578, "top5_acc": 0.65938, "loss_cls": 2.57918, "loss": 2.57918, "grad_norm": 4.02176, "time": 2.05108}
{"mode": "train", "epoch": 18, "iter": 1000, "lr": 0.02, "memory": 10966, "data_time": 1.1875, "top1_acc": 0.36445, "top5_acc": 0.6707, "loss_cls": 2.55336, "loss": 2.55336, "grad_norm": 4.00725, "time": 2.09069}
{"mode": "train", "epoch": 18, "iter": 1020, "lr": 0.02, "memory": 10966, "data_time": 0.7371, "top1_acc": 0.37148, "top5_acc": 0.65078, "loss_cls": 2.56975, "loss": 2.56975, "grad_norm": 3.99381, "time": 2.00678}
{"mode": "train", "epoch": 18, "iter": 1040, "lr": 0.02, "memory": 10966, "data_time": 0.00212, "top1_acc": 0.36133, "top5_acc": 0.65938, "loss_cls": 2.58326, "loss": 2.58326, "grad_norm": 3.94726, "time": 2.10012}
{"mode": "train", "epoch": 18, "iter": 1060, "lr": 0.02, "memory": 10966, "data_time": 0.00359, "top1_acc": 0.37695, "top5_acc": 0.64375, "loss_cls": 2.66199, "loss": 2.66199, "grad_norm": 3.97526, "time": 2.09535}
{"mode": "train", "epoch": 18, "iter": 1080, "lr": 0.02, "memory": 10966, "data_time": 0.25884, "top1_acc": 0.36797, "top5_acc": 0.65898, "loss_cls": 2.62093, "loss": 2.62093, "grad_norm": 4.1083, "time": 2.00197}
{"mode": "train", "epoch": 18, "iter": 1100, "lr": 0.02, "memory": 10966, "data_time": 0.53026, "top1_acc": 0.36133, "top5_acc": 0.64297, "loss_cls": 2.63308, "loss": 2.63308, "grad_norm": 3.98991, "time": 2.08762}
{"mode": "train", "epoch": 18, "iter": 1120, "lr": 0.02, "memory": 10966, "data_time": 0.32594, "top1_acc": 0.37148, "top5_acc": 0.66758, "loss_cls": 2.59006, "loss": 2.59006, "grad_norm": 3.92586, "time": 2.0321}
{"mode": "train", "epoch": 18, "iter": 1140, "lr": 0.02, "memory": 10966, "data_time": 0.0061, "top1_acc": 0.375, "top5_acc": 0.6625, "loss_cls": 2.5636, "loss": 2.5636, "grad_norm": 4.04443, "time": 1.96933}
{"mode": "train", "epoch": 18, "iter": 1160, "lr": 0.02, "memory": 10966, "data_time": 0.00525, "top1_acc": 0.38008, "top5_acc": 0.66836, "loss_cls": 2.52876, "loss": 2.52876, "grad_norm": 3.89333, "time": 2.18199}
{"mode": "train", "epoch": 18, "iter": 1180, "lr": 0.02, "memory": 10966, "data_time": 0.10919, "top1_acc": 0.36875, "top5_acc": 0.64258, "loss_cls": 2.60258, "loss": 2.60258, "grad_norm": 4.02234, "time": 2.0683}
{"mode": "train", "epoch": 18, "iter": 1200, "lr": 0.02, "memory": 10966, "data_time": 0.00516, "top1_acc": 0.36719, "top5_acc": 0.65117, "loss_cls": 2.58605, "loss": 2.58605, "grad_norm": 3.9324, "time": 2.01993}
{"mode": "train", "epoch": 18, "iter": 1220, "lr": 0.02, "memory": 10966, "data_time": 0.07404, "top1_acc": 0.38828, "top5_acc": 0.66797, "loss_cls": 2.52803, "loss": 2.52803, "grad_norm": 3.93138, "time": 2.012}
{"mode": "train", "epoch": 18, "iter": 1240, "lr": 0.02, "memory": 10966, "data_time": 0.00434, "top1_acc": 0.33828, "top5_acc": 0.63906, "loss_cls": 2.69491, "loss": 2.69491, "grad_norm": 4.00906, "time": 2.05012}
{"mode": "train", "epoch": 18, "iter": 1260, "lr": 0.02, "memory": 10966, "data_time": 0.00246, "top1_acc": 0.37461, "top5_acc": 0.6625, "loss_cls": 2.54257, "loss": 2.54257, "grad_norm": 3.89656, "time": 2.05011}
{"mode": "train", "epoch": 18, "iter": 1280, "lr": 0.02, "memory": 10966, "data_time": 0.00149, "top1_acc": 0.37188, "top5_acc": 0.67539, "loss_cls": 2.55684, "loss": 2.55684, "grad_norm": 3.94129, "time": 2.19054}
{"mode": "train", "epoch": 18, "iter": 1300, "lr": 0.02, "memory": 10966, "data_time": 0.00285, "top1_acc": 0.375, "top5_acc": 0.66641, "loss_cls": 2.56414, "loss": 2.56414, "grad_norm": 4.0338, "time": 1.97841}
{"mode": "train", "epoch": 18, "iter": 1320, "lr": 0.02, "memory": 10966, "data_time": 0.12549, "top1_acc": 0.37143, "top5_acc": 0.65635, "loss_cls": 2.61775, "loss": 2.61775, "grad_norm": 4.10259, "time": 1.8253}
{"mode": "val", "epoch": 18, "iter": 1320, "lr": 0.02, "top1_acc": 0.25314, "top5_acc": 0.53905, "mean_class_accuracy": 0.19086}
{"mode": "train", "epoch": 19, "iter": 20, "lr": 0.02, "memory": 10966, "data_time": 4.9976, "top1_acc": 0.38984, "top5_acc": 0.67773, "loss_cls": 2.48371, "loss": 2.48371, "grad_norm": 3.84749, "time": 6.52595}
{"mode": "train", "epoch": 19, "iter": 40, "lr": 0.02, "memory": 10966, "data_time": 0.1787, "top1_acc": 0.3793, "top5_acc": 0.67227, "loss_cls": 2.52883, "loss": 2.52883, "grad_norm": 4.08958, "time": 2.14368}
{"mode": "train", "epoch": 19, "iter": 60, "lr": 0.02, "memory": 10966, "data_time": 0.00708, "top1_acc": 0.37852, "top5_acc": 0.65352, "loss_cls": 2.56871, "loss": 2.56871, "grad_norm": 4.08204, "time": 2.04387}
{"mode": "train", "epoch": 19, "iter": 80, "lr": 0.02, "memory": 10966, "data_time": 0.00781, "top1_acc": 0.37266, "top5_acc": 0.67109, "loss_cls": 2.51002, "loss": 2.51002, "grad_norm": 4.03537, "time": 2.08765}
{"mode": "train", "epoch": 19, "iter": 100, "lr": 0.02, "memory": 10966, "data_time": 0.15049, "top1_acc": 0.36211, "top5_acc": 0.66914, "loss_cls": 2.57545, "loss": 2.57545, "grad_norm": 4.06789, "time": 2.15414}
{"mode": "train", "epoch": 19, "iter": 120, "lr": 0.02, "memory": 10966, "data_time": 0.03674, "top1_acc": 0.39844, "top5_acc": 0.67383, "loss_cls": 2.48523, "loss": 2.48523, "grad_norm": 3.98562, "time": 1.98313}
{"mode": "train", "epoch": 19, "iter": 140, "lr": 0.02, "memory": 10966, "data_time": 0.11453, "top1_acc": 0.40234, "top5_acc": 0.68125, "loss_cls": 2.44934, "loss": 2.44934, "grad_norm": 3.93429, "time": 2.04572}
{"mode": "train", "epoch": 19, "iter": 160, "lr": 0.02, "memory": 10966, "data_time": 0.0085, "top1_acc": 0.38906, "top5_acc": 0.68984, "loss_cls": 2.43648, "loss": 2.43648, "grad_norm": 4.00222, "time": 2.02413}
{"mode": "train", "epoch": 19, "iter": 180, "lr": 0.02, "memory": 10966, "data_time": 0.09155, "top1_acc": 0.37383, "top5_acc": 0.66836, "loss_cls": 2.51878, "loss": 2.51878, "grad_norm": 4.01973, "time": 2.06065}
{"mode": "train", "epoch": 19, "iter": 200, "lr": 0.02, "memory": 10966, "data_time": 0.0054, "top1_acc": 0.38945, "top5_acc": 0.67734, "loss_cls": 2.50462, "loss": 2.50462, "grad_norm": 3.91035, "time": 2.12251}
{"mode": "train", "epoch": 19, "iter": 220, "lr": 0.02, "memory": 10966, "data_time": 0.00479, "top1_acc": 0.35508, "top5_acc": 0.66641, "loss_cls": 2.57038, "loss": 2.57038, "grad_norm": 4.06393, "time": 2.00981}
{"mode": "train", "epoch": 19, "iter": 240, "lr": 0.02, "memory": 10966, "data_time": 0.00512, "top1_acc": 0.38086, "top5_acc": 0.66953, "loss_cls": 2.49727, "loss": 2.49727, "grad_norm": 4.01932, "time": 2.00158}
{"mode": "train", "epoch": 19, "iter": 260, "lr": 0.02, "memory": 10966, "data_time": 0.00668, "top1_acc": 0.37148, "top5_acc": 0.66094, "loss_cls": 2.56913, "loss": 2.56913, "grad_norm": 4.12452, "time": 2.09819}
{"mode": "train", "epoch": 19, "iter": 280, "lr": 0.02, "memory": 10966, "data_time": 0.00208, "top1_acc": 0.375, "top5_acc": 0.66797, "loss_cls": 2.54295, "loss": 2.54295, "grad_norm": 4.04304, "time": 2.08418}
{"mode": "train", "epoch": 19, "iter": 300, "lr": 0.02, "memory": 10966, "data_time": 0.12566, "top1_acc": 0.36367, "top5_acc": 0.67227, "loss_cls": 2.56889, "loss": 2.56889, "grad_norm": 4.08964, "time": 2.09345}
{"mode": "train", "epoch": 19, "iter": 320, "lr": 0.02, "memory": 10966, "data_time": 0.47993, "top1_acc": 0.3957, "top5_acc": 0.66836, "loss_cls": 2.51495, "loss": 2.51495, "grad_norm": 3.92886, "time": 1.90434}
{"mode": "train", "epoch": 19, "iter": 340, "lr": 0.02, "memory": 10966, "data_time": 0.12685, "top1_acc": 0.38008, "top5_acc": 0.68008, "loss_cls": 2.47013, "loss": 2.47013, "grad_norm": 4.01997, "time": 2.12932}
{"mode": "train", "epoch": 19, "iter": 360, "lr": 0.02, "memory": 10966, "data_time": 0.00944, "top1_acc": 0.3668, "top5_acc": 0.64375, "loss_cls": 2.61263, "loss": 2.61263, "grad_norm": 4.12936, "time": 1.96776}
{"mode": "train", "epoch": 19, "iter": 380, "lr": 0.02, "memory": 10966, "data_time": 0.0042, "top1_acc": 0.36523, "top5_acc": 0.65195, "loss_cls": 2.57326, "loss": 2.57326, "grad_norm": 4.09727, "time": 1.98947}
{"mode": "train", "epoch": 19, "iter": 400, "lr": 0.02, "memory": 10966, "data_time": 0.00634, "top1_acc": 0.37617, "top5_acc": 0.67188, "loss_cls": 2.52954, "loss": 2.52954, "grad_norm": 4.00053, "time": 2.16048}
{"mode": "train", "epoch": 19, "iter": 420, "lr": 0.02, "memory": 10966, "data_time": 0.007, "top1_acc": 0.35898, "top5_acc": 0.66289, "loss_cls": 2.5605, "loss": 2.5605, "grad_norm": 3.99664, "time": 2.14349}
{"mode": "train", "epoch": 19, "iter": 440, "lr": 0.02, "memory": 10966, "data_time": 0.00368, "top1_acc": 0.36328, "top5_acc": 0.66211, "loss_cls": 2.54909, "loss": 2.54909, "grad_norm": 3.97814, "time": 2.06813}
{"mode": "train", "epoch": 19, "iter": 460, "lr": 0.02, "memory": 10966, "data_time": 0.00555, "top1_acc": 0.37617, "top5_acc": 0.66055, "loss_cls": 2.51853, "loss": 2.51853, "grad_norm": 4.04911, "time": 2.05115}
{"mode": "train", "epoch": 19, "iter": 480, "lr": 0.02, "memory": 10966, "data_time": 0.00421, "top1_acc": 0.37852, "top5_acc": 0.67812, "loss_cls": 2.5105, "loss": 2.5105, "grad_norm": 4.02452, "time": 1.96672}
{"mode": "train", "epoch": 19, "iter": 500, "lr": 0.02, "memory": 10966, "data_time": 0.00391, "top1_acc": 0.37383, "top5_acc": 0.6793, "loss_cls": 2.50052, "loss": 2.50052, "grad_norm": 4.13744, "time": 2.00187}
{"mode": "train", "epoch": 19, "iter": 520, "lr": 0.02, "memory": 10966, "data_time": 0.0028, "top1_acc": 0.37461, "top5_acc": 0.66133, "loss_cls": 2.54541, "loss": 2.54541, "grad_norm": 4.06641, "time": 2.1368}
{"mode": "train", "epoch": 19, "iter": 540, "lr": 0.02, "memory": 10966, "data_time": 0.00412, "top1_acc": 0.38633, "top5_acc": 0.67383, "loss_cls": 2.48722, "loss": 2.48722, "grad_norm": 3.96252, "time": 1.87979}
{"mode": "train", "epoch": 19, "iter": 560, "lr": 0.02, "memory": 10966, "data_time": 0.00754, "top1_acc": 0.38086, "top5_acc": 0.67578, "loss_cls": 2.51233, "loss": 2.51233, "grad_norm": 3.94642, "time": 2.08308}
{"mode": "train", "epoch": 19, "iter": 580, "lr": 0.02, "memory": 10966, "data_time": 0.00344, "top1_acc": 0.38672, "top5_acc": 0.6668, "loss_cls": 2.51685, "loss": 2.51685, "grad_norm": 3.95949, "time": 2.01503}
{"mode": "train", "epoch": 19, "iter": 600, "lr": 0.02, "memory": 10966, "data_time": 0.00254, "top1_acc": 0.37891, "top5_acc": 0.65977, "loss_cls": 2.56074, "loss": 2.56074, "grad_norm": 4.17741, "time": 2.05537}
{"mode": "train", "epoch": 19, "iter": 620, "lr": 0.02, "memory": 10966, "data_time": 0.0112, "top1_acc": 0.35117, "top5_acc": 0.65469, "loss_cls": 2.60776, "loss": 2.60776, "grad_norm": 4.0325, "time": 1.99959}
{"mode": "train", "epoch": 19, "iter": 640, "lr": 0.02, "memory": 10966, "data_time": 0.00228, "top1_acc": 0.37891, "top5_acc": 0.65781, "loss_cls": 2.57136, "loss": 2.57136, "grad_norm": 4.04956, "time": 2.03344}
{"mode": "train", "epoch": 19, "iter": 660, "lr": 0.02, "memory": 10966, "data_time": 0.02139, "top1_acc": 0.37734, "top5_acc": 0.66016, "loss_cls": 2.56966, "loss": 2.56966, "grad_norm": 4.04171, "time": 2.04789}
{"mode": "train", "epoch": 19, "iter": 680, "lr": 0.02, "memory": 10966, "data_time": 0.00318, "top1_acc": 0.35781, "top5_acc": 0.67266, "loss_cls": 2.53989, "loss": 2.53989, "grad_norm": 4.07781, "time": 2.10883}
{"mode": "train", "epoch": 19, "iter": 700, "lr": 0.02, "memory": 10966, "data_time": 0.03582, "top1_acc": 0.37266, "top5_acc": 0.66523, "loss_cls": 2.55657, "loss": 2.55657, "grad_norm": 4.03117, "time": 2.03193}
{"mode": "train", "epoch": 19, "iter": 720, "lr": 0.02, "memory": 10966, "data_time": 0.24544, "top1_acc": 0.37812, "top5_acc": 0.65938, "loss_cls": 2.56909, "loss": 2.56909, "grad_norm": 3.98014, "time": 2.07998}
{"mode": "train", "epoch": 19, "iter": 740, "lr": 0.02, "memory": 10966, "data_time": 0.166, "top1_acc": 0.36445, "top5_acc": 0.66523, "loss_cls": 2.54896, "loss": 2.54896, "grad_norm": 4.0444, "time": 2.04808}
{"mode": "train", "epoch": 19, "iter": 760, "lr": 0.02, "memory": 10966, "data_time": 0.49899, "top1_acc": 0.37773, "top5_acc": 0.67969, "loss_cls": 2.52524, "loss": 2.52524, "grad_norm": 3.97132, "time": 2.1216}
{"mode": "train", "epoch": 19, "iter": 780, "lr": 0.02, "memory": 10966, "data_time": 0.27235, "top1_acc": 0.39531, "top5_acc": 0.67422, "loss_cls": 2.51842, "loss": 2.51842, "grad_norm": 4.05664, "time": 1.93175}
{"mode": "train", "epoch": 19, "iter": 800, "lr": 0.02, "memory": 10966, "data_time": 0.0604, "top1_acc": 0.39492, "top5_acc": 0.67891, "loss_cls": 2.47792, "loss": 2.47792, "grad_norm": 4.03736, "time": 2.10097}
{"mode": "train", "epoch": 19, "iter": 820, "lr": 0.02, "memory": 10966, "data_time": 0.00545, "top1_acc": 0.37383, "top5_acc": 0.66289, "loss_cls": 2.55624, "loss": 2.55624, "grad_norm": 4.01612, "time": 2.11608}
{"mode": "train", "epoch": 19, "iter": 840, "lr": 0.02, "memory": 10966, "data_time": 0.00268, "top1_acc": 0.37695, "top5_acc": 0.67539, "loss_cls": 2.52409, "loss": 2.52409, "grad_norm": 3.93935, "time": 2.02869}
{"mode": "train", "epoch": 19, "iter": 860, "lr": 0.02, "memory": 10966, "data_time": 0.18304, "top1_acc": 0.38438, "top5_acc": 0.67617, "loss_cls": 2.525, "loss": 2.525, "grad_norm": 4.08039, "time": 2.13934}
{"mode": "train", "epoch": 19, "iter": 880, "lr": 0.02, "memory": 10966, "data_time": 0.04552, "top1_acc": 0.36172, "top5_acc": 0.66016, "loss_cls": 2.57403, "loss": 2.57403, "grad_norm": 4.062, "time": 2.04049}
{"mode": "train", "epoch": 19, "iter": 900, "lr": 0.02, "memory": 10966, "data_time": 0.01609, "top1_acc": 0.37734, "top5_acc": 0.65391, "loss_cls": 2.59914, "loss": 2.59914, "grad_norm": 4.04887, "time": 1.94944}
{"mode": "train", "epoch": 19, "iter": 920, "lr": 0.02, "memory": 10966, "data_time": 0.00364, "top1_acc": 0.37461, "top5_acc": 0.66797, "loss_cls": 2.55406, "loss": 2.55406, "grad_norm": 3.97712, "time": 2.11993}
{"mode": "train", "epoch": 19, "iter": 940, "lr": 0.02, "memory": 10966, "data_time": 0.04206, "top1_acc": 0.38164, "top5_acc": 0.67578, "loss_cls": 2.50945, "loss": 2.50945, "grad_norm": 4.00109, "time": 1.89895}
{"mode": "train", "epoch": 19, "iter": 960, "lr": 0.02, "memory": 10966, "data_time": 0.22788, "top1_acc": 0.37617, "top5_acc": 0.67109, "loss_cls": 2.53097, "loss": 2.53097, "grad_norm": 4.0412, "time": 2.12811}
{"mode": "train", "epoch": 19, "iter": 980, "lr": 0.02, "memory": 10966, "data_time": 0.00416, "top1_acc": 0.36602, "top5_acc": 0.67227, "loss_cls": 2.5257, "loss": 2.5257, "grad_norm": 4.05753, "time": 1.95122}
{"mode": "train", "epoch": 19, "iter": 1000, "lr": 0.02, "memory": 10966, "data_time": 0.00176, "top1_acc": 0.38477, "top5_acc": 0.66719, "loss_cls": 2.52105, "loss": 2.52105, "grad_norm": 3.90057, "time": 2.11966}
{"mode": "train", "epoch": 19, "iter": 1020, "lr": 0.02, "memory": 10966, "data_time": 0.00495, "top1_acc": 0.39648, "top5_acc": 0.68203, "loss_cls": 2.49592, "loss": 2.49592, "grad_norm": 3.98437, "time": 2.13338}
{"mode": "train", "epoch": 19, "iter": 1040, "lr": 0.02, "memory": 10966, "data_time": 0.00514, "top1_acc": 0.38047, "top5_acc": 0.6457, "loss_cls": 2.596, "loss": 2.596, "grad_norm": 4.01866, "time": 2.00433}
{"mode": "train", "epoch": 19, "iter": 1060, "lr": 0.02, "memory": 10966, "data_time": 0.00217, "top1_acc": 0.37617, "top5_acc": 0.66758, "loss_cls": 2.50622, "loss": 2.50622, "grad_norm": 4.01965, "time": 2.14201}
{"mode": "train", "epoch": 19, "iter": 1080, "lr": 0.02, "memory": 10966, "data_time": 0.00317, "top1_acc": 0.3793, "top5_acc": 0.67773, "loss_cls": 2.50639, "loss": 2.50639, "grad_norm": 4.02783, "time": 2.09971}
{"mode": "train", "epoch": 19, "iter": 1100, "lr": 0.02, "memory": 10966, "data_time": 0.00708, "top1_acc": 0.36289, "top5_acc": 0.66367, "loss_cls": 2.56215, "loss": 2.56215, "grad_norm": 4.01373, "time": 2.08787}
{"mode": "train", "epoch": 19, "iter": 1120, "lr": 0.02, "memory": 10966, "data_time": 0.00582, "top1_acc": 0.37617, "top5_acc": 0.66953, "loss_cls": 2.56071, "loss": 2.56071, "grad_norm": 4.03732, "time": 2.03568}
{"mode": "train", "epoch": 19, "iter": 1140, "lr": 0.02, "memory": 10966, "data_time": 0.005, "top1_acc": 0.37891, "top5_acc": 0.67695, "loss_cls": 2.50396, "loss": 2.50396, "grad_norm": 4.06329, "time": 1.97091}
{"mode": "train", "epoch": 19, "iter": 1160, "lr": 0.02, "memory": 10966, "data_time": 0.19931, "top1_acc": 0.35312, "top5_acc": 0.6625, "loss_cls": 2.56573, "loss": 2.56573, "grad_norm": 4.07511, "time": 2.04079}
{"mode": "train", "epoch": 19, "iter": 1180, "lr": 0.02, "memory": 10966, "data_time": 0.00275, "top1_acc": 0.35977, "top5_acc": 0.66094, "loss_cls": 2.57587, "loss": 2.57587, "grad_norm": 3.95854, "time": 2.101}
{"mode": "train", "epoch": 19, "iter": 1200, "lr": 0.02, "memory": 10966, "data_time": 0.07794, "top1_acc": 0.38633, "top5_acc": 0.66328, "loss_cls": 2.55471, "loss": 2.55471, "grad_norm": 4.07166, "time": 1.98426}
{"mode": "train", "epoch": 19, "iter": 1220, "lr": 0.02, "memory": 10966, "data_time": 0.00147, "top1_acc": 0.38203, "top5_acc": 0.68398, "loss_cls": 2.47049, "loss": 2.47049, "grad_norm": 3.96154, "time": 2.14157}
{"mode": "train", "epoch": 19, "iter": 1240, "lr": 0.02, "memory": 10966, "data_time": 0.00486, "top1_acc": 0.35938, "top5_acc": 0.65703, "loss_cls": 2.60368, "loss": 2.60368, "grad_norm": 4.15733, "time": 1.98304}
{"mode": "train", "epoch": 19, "iter": 1260, "lr": 0.02, "memory": 10966, "data_time": 0.00278, "top1_acc": 0.37617, "top5_acc": 0.65625, "loss_cls": 2.56845, "loss": 2.56845, "grad_norm": 4.08812, "time": 2.09185}
{"mode": "train", "epoch": 19, "iter": 1280, "lr": 0.02, "memory": 10966, "data_time": 0.02504, "top1_acc": 0.38086, "top5_acc": 0.68672, "loss_cls": 2.47613, "loss": 2.47613, "grad_norm": 3.95943, "time": 2.0565}
{"mode": "train", "epoch": 19, "iter": 1300, "lr": 0.02, "memory": 10966, "data_time": 0.67872, "top1_acc": 0.38203, "top5_acc": 0.66875, "loss_cls": 2.54291, "loss": 2.54291, "grad_norm": 3.94221, "time": 2.05288}
{"mode": "train", "epoch": 19, "iter": 1320, "lr": 0.02, "memory": 10966, "data_time": 0.57278, "top1_acc": 0.38095, "top5_acc": 0.6619, "loss_cls": 2.5273, "loss": 2.5273, "grad_norm": 3.93164, "time": 1.85822}
{"mode": "val", "epoch": 19, "iter": 1320, "lr": 0.02, "top1_acc": 0.25588, "top5_acc": 0.55273, "mean_class_accuracy": 0.20209}
{"mode": "train", "epoch": 20, "iter": 20, "lr": 0.02, "memory": 10966, "data_time": 4.84209, "top1_acc": 0.40039, "top5_acc": 0.68867, "loss_cls": 2.42736, "loss": 2.42736, "grad_norm": 3.9504, "time": 6.35668}
{"mode": "train", "epoch": 20, "iter": 40, "lr": 0.02, "memory": 10966, "data_time": 0.10465, "top1_acc": 0.39492, "top5_acc": 0.68711, "loss_cls": 2.42088, "loss": 2.42088, "grad_norm": 3.92047, "time": 2.18471}
{"mode": "train", "epoch": 20, "iter": 60, "lr": 0.02, "memory": 10966, "data_time": 0.49702, "top1_acc": 0.38789, "top5_acc": 0.68086, "loss_cls": 2.47555, "loss": 2.47555, "grad_norm": 4.09179, "time": 1.92932}
{"mode": "train", "epoch": 20, "iter": 80, "lr": 0.02, "memory": 10966, "data_time": 1.55441, "top1_acc": 0.39023, "top5_acc": 0.67656, "loss_cls": 2.47352, "loss": 2.47352, "grad_norm": 4.06268, "time": 2.14566}
{"mode": "train", "epoch": 20, "iter": 100, "lr": 0.02, "memory": 10966, "data_time": 1.30206, "top1_acc": 0.38828, "top5_acc": 0.68477, "loss_cls": 2.47311, "loss": 2.47311, "grad_norm": 4.09925, "time": 2.0162}
{"mode": "train", "epoch": 20, "iter": 120, "lr": 0.02, "memory": 10966, "data_time": 0.38303, "top1_acc": 0.38906, "top5_acc": 0.68047, "loss_cls": 2.5052, "loss": 2.5052, "grad_norm": 4.20671, "time": 2.07203}
{"mode": "train", "epoch": 20, "iter": 140, "lr": 0.02, "memory": 10966, "data_time": 0.22423, "top1_acc": 0.36289, "top5_acc": 0.65117, "loss_cls": 2.59509, "loss": 2.59509, "grad_norm": 4.17515, "time": 1.961}
{"mode": "train", "epoch": 20, "iter": 160, "lr": 0.02, "memory": 10966, "data_time": 1.12662, "top1_acc": 0.38906, "top5_acc": 0.67656, "loss_cls": 2.51114, "loss": 2.51114, "grad_norm": 4.10521, "time": 2.00548}
{"mode": "train", "epoch": 20, "iter": 180, "lr": 0.02, "memory": 10966, "data_time": 0.35128, "top1_acc": 0.38281, "top5_acc": 0.67578, "loss_cls": 2.52422, "loss": 2.52422, "grad_norm": 4.04343, "time": 2.24004}
{"mode": "train", "epoch": 20, "iter": 200, "lr": 0.02, "memory": 10966, "data_time": 0.316, "top1_acc": 0.38594, "top5_acc": 0.68008, "loss_cls": 2.46097, "loss": 2.46097, "grad_norm": 4.10236, "time": 2.04549}
{"mode": "train", "epoch": 20, "iter": 220, "lr": 0.02, "memory": 10966, "data_time": 0.11609, "top1_acc": 0.36719, "top5_acc": 0.67734, "loss_cls": 2.48165, "loss": 2.48165, "grad_norm": 4.04073, "time": 1.91868}
{"mode": "train", "epoch": 20, "iter": 240, "lr": 0.02, "memory": 10966, "data_time": 0.00702, "top1_acc": 0.37227, "top5_acc": 0.68281, "loss_cls": 2.48009, "loss": 2.48009, "grad_norm": 4.05431, "time": 2.27576}
{"mode": "train", "epoch": 20, "iter": 260, "lr": 0.02, "memory": 10966, "data_time": 0.00976, "top1_acc": 0.38477, "top5_acc": 0.68086, "loss_cls": 2.47968, "loss": 2.47968, "grad_norm": 4.06182, "time": 2.0324}
{"mode": "train", "epoch": 20, "iter": 280, "lr": 0.02, "memory": 10966, "data_time": 0.80754, "top1_acc": 0.37773, "top5_acc": 0.66836, "loss_cls": 2.54253, "loss": 2.54253, "grad_norm": 4.02981, "time": 1.97398}
{"mode": "train", "epoch": 20, "iter": 300, "lr": 0.02, "memory": 10966, "data_time": 0.07384, "top1_acc": 0.3707, "top5_acc": 0.67695, "loss_cls": 2.51221, "loss": 2.51221, "grad_norm": 3.96919, "time": 2.12365}
{"mode": "train", "epoch": 20, "iter": 320, "lr": 0.02, "memory": 10966, "data_time": 0.26677, "top1_acc": 0.38359, "top5_acc": 0.67422, "loss_cls": 2.47243, "loss": 2.47243, "grad_norm": 4.02007, "time": 1.90646}
{"mode": "train", "epoch": 20, "iter": 340, "lr": 0.02, "memory": 10966, "data_time": 0.17687, "top1_acc": 0.37734, "top5_acc": 0.66406, "loss_cls": 2.54778, "loss": 2.54778, "grad_norm": 4.06613, "time": 2.20224}
{"mode": "train", "epoch": 20, "iter": 360, "lr": 0.02, "memory": 10966, "data_time": 0.0121, "top1_acc": 0.39258, "top5_acc": 0.68594, "loss_cls": 2.4988, "loss": 2.4988, "grad_norm": 4.07389, "time": 1.86789}
{"mode": "train", "epoch": 20, "iter": 380, "lr": 0.02, "memory": 10966, "data_time": 0.32566, "top1_acc": 0.39414, "top5_acc": 0.69219, "loss_cls": 2.47276, "loss": 2.47276, "grad_norm": 4.16931, "time": 2.14691}
{"mode": "train", "epoch": 20, "iter": 400, "lr": 0.02, "memory": 10966, "data_time": 0.50415, "top1_acc": 0.39609, "top5_acc": 0.67539, "loss_cls": 2.50455, "loss": 2.50455, "grad_norm": 4.05245, "time": 2.06439}
{"mode": "train", "epoch": 20, "iter": 420, "lr": 0.02, "memory": 10966, "data_time": 0.00879, "top1_acc": 0.40078, "top5_acc": 0.68711, "loss_cls": 2.42471, "loss": 2.42471, "grad_norm": 4.09143, "time": 1.92057}
{"mode": "train", "epoch": 20, "iter": 440, "lr": 0.02, "memory": 10966, "data_time": 0.0451, "top1_acc": 0.36758, "top5_acc": 0.66875, "loss_cls": 2.55501, "loss": 2.55501, "grad_norm": 4.10065, "time": 2.15251}
{"mode": "train", "epoch": 20, "iter": 460, "lr": 0.02, "memory": 10966, "data_time": 0.15201, "top1_acc": 0.38281, "top5_acc": 0.67617, "loss_cls": 2.51834, "loss": 2.51834, "grad_norm": 4.0497, "time": 1.93037}
{"mode": "train", "epoch": 20, "iter": 480, "lr": 0.02, "memory": 10966, "data_time": 0.07299, "top1_acc": 0.38555, "top5_acc": 0.68203, "loss_cls": 2.47926, "loss": 2.47926, "grad_norm": 4.01481, "time": 2.05889}
{"mode": "train", "epoch": 20, "iter": 500, "lr": 0.02, "memory": 10966, "data_time": 0.03001, "top1_acc": 0.37734, "top5_acc": 0.66992, "loss_cls": 2.516, "loss": 2.516, "grad_norm": 4.13922, "time": 2.20522}
{"mode": "train", "epoch": 20, "iter": 520, "lr": 0.02, "memory": 10966, "data_time": 0.30342, "top1_acc": 0.37734, "top5_acc": 0.68359, "loss_cls": 2.456, "loss": 2.456, "grad_norm": 4.09703, "time": 1.95784}
{"mode": "train", "epoch": 20, "iter": 540, "lr": 0.02, "memory": 10966, "data_time": 0.3219, "top1_acc": 0.37617, "top5_acc": 0.67422, "loss_cls": 2.4859, "loss": 2.4859, "grad_norm": 4.11838, "time": 1.96306}
{"mode": "train", "epoch": 20, "iter": 560, "lr": 0.02, "memory": 10966, "data_time": 1.28634, "top1_acc": 0.38047, "top5_acc": 0.67656, "loss_cls": 2.51036, "loss": 2.51036, "grad_norm": 4.08093, "time": 2.12369}
{"mode": "train", "epoch": 20, "iter": 580, "lr": 0.02, "memory": 10966, "data_time": 1.33633, "top1_acc": 0.38398, "top5_acc": 0.67578, "loss_cls": 2.51205, "loss": 2.51205, "grad_norm": 4.02262, "time": 2.09351}
{"mode": "train", "epoch": 20, "iter": 600, "lr": 0.02, "memory": 10966, "data_time": 1.30721, "top1_acc": 0.38242, "top5_acc": 0.68711, "loss_cls": 2.46145, "loss": 2.46145, "grad_norm": 4.13945, "time": 1.95934}
{"mode": "train", "epoch": 20, "iter": 620, "lr": 0.02, "memory": 10966, "data_time": 0.91981, "top1_acc": 0.37539, "top5_acc": 0.67461, "loss_cls": 2.50647, "loss": 2.50647, "grad_norm": 4.06622, "time": 2.10555}
{"mode": "train", "epoch": 20, "iter": 640, "lr": 0.02, "memory": 10966, "data_time": 0.34652, "top1_acc": 0.39023, "top5_acc": 0.67656, "loss_cls": 2.47468, "loss": 2.47468, "grad_norm": 3.96449, "time": 1.96041}
{"mode": "train", "epoch": 20, "iter": 660, "lr": 0.02, "memory": 10966, "data_time": 0.36459, "top1_acc": 0.36992, "top5_acc": 0.66797, "loss_cls": 2.56048, "loss": 2.56048, "grad_norm": 4.11275, "time": 2.03872}
{"mode": "train", "epoch": 20, "iter": 680, "lr": 0.02, "memory": 10966, "data_time": 0.35629, "top1_acc": 0.37188, "top5_acc": 0.67031, "loss_cls": 2.57801, "loss": 2.57801, "grad_norm": 4.17375, "time": 2.11645}
{"mode": "train", "epoch": 20, "iter": 700, "lr": 0.02, "memory": 10966, "data_time": 0.21968, "top1_acc": 0.37852, "top5_acc": 0.67266, "loss_cls": 2.51674, "loss": 2.51674, "grad_norm": 4.06315, "time": 2.07618}
{"mode": "train", "epoch": 20, "iter": 720, "lr": 0.02, "memory": 10966, "data_time": 0.16661, "top1_acc": 0.37539, "top5_acc": 0.67539, "loss_cls": 2.53348, "loss": 2.53348, "grad_norm": 4.0857, "time": 2.16423}
{"mode": "train", "epoch": 20, "iter": 740, "lr": 0.02, "memory": 10966, "data_time": 0.03261, "top1_acc": 0.36484, "top5_acc": 0.65234, "loss_cls": 2.54889, "loss": 2.54889, "grad_norm": 4.18027, "time": 1.99202}
{"mode": "train", "epoch": 20, "iter": 760, "lr": 0.02, "memory": 10966, "data_time": 0.05265, "top1_acc": 0.375, "top5_acc": 0.66719, "loss_cls": 2.53038, "loss": 2.53038, "grad_norm": 4.01339, "time": 2.09176}
{"mode": "train", "epoch": 20, "iter": 780, "lr": 0.02, "memory": 10966, "data_time": 0.31039, "top1_acc": 0.3543, "top5_acc": 0.65938, "loss_cls": 2.5668, "loss": 2.5668, "grad_norm": 4.0849, "time": 2.01833}
{"mode": "train", "epoch": 20, "iter": 800, "lr": 0.02, "memory": 10966, "data_time": 0.56251, "top1_acc": 0.39062, "top5_acc": 0.67891, "loss_cls": 2.51474, "loss": 2.51474, "grad_norm": 3.9071, "time": 2.04438}
{"mode": "train", "epoch": 20, "iter": 820, "lr": 0.02, "memory": 10966, "data_time": 0.00381, "top1_acc": 0.38125, "top5_acc": 0.68086, "loss_cls": 2.49109, "loss": 2.49109, "grad_norm": 3.95347, "time": 2.09188}
{"mode": "train", "epoch": 20, "iter": 840, "lr": 0.02, "memory": 10966, "data_time": 0.21593, "top1_acc": 0.37852, "top5_acc": 0.66914, "loss_cls": 2.53261, "loss": 2.53261, "grad_norm": 4.11704, "time": 1.89785}
{"mode": "train", "epoch": 20, "iter": 860, "lr": 0.02, "memory": 10966, "data_time": 0.6876, "top1_acc": 0.37422, "top5_acc": 0.67539, "loss_cls": 2.52941, "loss": 2.52941, "grad_norm": 4.07531, "time": 2.19567}
{"mode": "train", "epoch": 20, "iter": 880, "lr": 0.02, "memory": 10966, "data_time": 0.00565, "top1_acc": 0.38633, "top5_acc": 0.66602, "loss_cls": 2.49993, "loss": 2.49993, "grad_norm": 4.03295, "time": 2.02214}
{"mode": "train", "epoch": 20, "iter": 900, "lr": 0.02, "memory": 10966, "data_time": 0.00528, "top1_acc": 0.38516, "top5_acc": 0.67461, "loss_cls": 2.52168, "loss": 2.52168, "grad_norm": 4.01581, "time": 2.0346}
{"mode": "train", "epoch": 20, "iter": 920, "lr": 0.02, "memory": 10966, "data_time": 0.00611, "top1_acc": 0.38008, "top5_acc": 0.675, "loss_cls": 2.50727, "loss": 2.50727, "grad_norm": 3.94911, "time": 2.03019}
{"mode": "train", "epoch": 20, "iter": 940, "lr": 0.02, "memory": 10966, "data_time": 0.00553, "top1_acc": 0.38398, "top5_acc": 0.68047, "loss_cls": 2.46791, "loss": 2.46791, "grad_norm": 4.04144, "time": 2.1529}
{"mode": "train", "epoch": 20, "iter": 960, "lr": 0.02, "memory": 10966, "data_time": 0.00659, "top1_acc": 0.36758, "top5_acc": 0.66406, "loss_cls": 2.56046, "loss": 2.56046, "grad_norm": 4.17811, "time": 1.98397}
{"mode": "train", "epoch": 20, "iter": 980, "lr": 0.02, "memory": 10966, "data_time": 0.00295, "top1_acc": 0.37109, "top5_acc": 0.66133, "loss_cls": 2.57804, "loss": 2.57804, "grad_norm": 4.10802, "time": 1.99382}
{"mode": "train", "epoch": 20, "iter": 1000, "lr": 0.02, "memory": 10966, "data_time": 0.00691, "top1_acc": 0.37812, "top5_acc": 0.66797, "loss_cls": 2.53587, "loss": 2.53587, "grad_norm": 4.12851, "time": 2.00262}
{"mode": "train", "epoch": 20, "iter": 1020, "lr": 0.02, "memory": 10966, "data_time": 0.0065, "top1_acc": 0.35547, "top5_acc": 0.65508, "loss_cls": 2.59398, "loss": 2.59398, "grad_norm": 4.13636, "time": 2.14295}
{"mode": "train", "epoch": 20, "iter": 1040, "lr": 0.02, "memory": 10966, "data_time": 0.00247, "top1_acc": 0.38555, "top5_acc": 0.66992, "loss_cls": 2.52578, "loss": 2.52578, "grad_norm": 3.93915, "time": 2.04697}
{"mode": "train", "epoch": 20, "iter": 1060, "lr": 0.02, "memory": 10966, "data_time": 0.00307, "top1_acc": 0.37734, "top5_acc": 0.6832, "loss_cls": 2.47965, "loss": 2.47965, "grad_norm": 4.01066, "time": 1.98491}
{"mode": "train", "epoch": 20, "iter": 1080, "lr": 0.02, "memory": 10966, "data_time": 0.14804, "top1_acc": 0.36914, "top5_acc": 0.66562, "loss_cls": 2.50714, "loss": 2.50714, "grad_norm": 4.09095, "time": 2.12231}
{"mode": "train", "epoch": 20, "iter": 1100, "lr": 0.02, "memory": 10966, "data_time": 0.79192, "top1_acc": 0.38633, "top5_acc": 0.67539, "loss_cls": 2.44775, "loss": 2.44775, "grad_norm": 3.9408, "time": 2.0895}
{"mode": "train", "epoch": 20, "iter": 1120, "lr": 0.02, "memory": 10966, "data_time": 0.23428, "top1_acc": 0.37656, "top5_acc": 0.67852, "loss_cls": 2.51624, "loss": 2.51624, "grad_norm": 4.09749, "time": 1.95273}
{"mode": "train", "epoch": 20, "iter": 1140, "lr": 0.02, "memory": 10966, "data_time": 0.18163, "top1_acc": 0.37617, "top5_acc": 0.66016, "loss_cls": 2.56358, "loss": 2.56358, "grad_norm": 4.05741, "time": 2.18788}
{"mode": "train", "epoch": 20, "iter": 1160, "lr": 0.02, "memory": 10966, "data_time": 0.00293, "top1_acc": 0.36406, "top5_acc": 0.66406, "loss_cls": 2.55973, "loss": 2.55973, "grad_norm": 4.0773, "time": 2.04325}
{"mode": "train", "epoch": 20, "iter": 1180, "lr": 0.02, "memory": 10966, "data_time": 0.01799, "top1_acc": 0.38516, "top5_acc": 0.67852, "loss_cls": 2.51823, "loss": 2.51823, "grad_norm": 3.97118, "time": 2.04386}
{"mode": "train", "epoch": 20, "iter": 1200, "lr": 0.02, "memory": 10966, "data_time": 0.00421, "top1_acc": 0.38438, "top5_acc": 0.68516, "loss_cls": 2.45645, "loss": 2.45645, "grad_norm": 3.94446, "time": 2.1363}
{"mode": "train", "epoch": 20, "iter": 1220, "lr": 0.02, "memory": 10966, "data_time": 0.02219, "top1_acc": 0.36875, "top5_acc": 0.67227, "loss_cls": 2.52542, "loss": 2.52542, "grad_norm": 4.06178, "time": 2.03329}
{"mode": "train", "epoch": 20, "iter": 1240, "lr": 0.02, "memory": 10966, "data_time": 0.85132, "top1_acc": 0.37734, "top5_acc": 0.67266, "loss_cls": 2.53973, "loss": 2.53973, "grad_norm": 4.10524, "time": 2.08164}
{"mode": "train", "epoch": 20, "iter": 1260, "lr": 0.02, "memory": 10966, "data_time": 0.00369, "top1_acc": 0.37148, "top5_acc": 0.65586, "loss_cls": 2.58764, "loss": 2.58764, "grad_norm": 4.11548, "time": 2.09357}
{"mode": "train", "epoch": 20, "iter": 1280, "lr": 0.02, "memory": 10966, "data_time": 0.03994, "top1_acc": 0.38164, "top5_acc": 0.67031, "loss_cls": 2.50833, "loss": 2.50833, "grad_norm": 3.97857, "time": 2.02635}
{"mode": "train", "epoch": 20, "iter": 1300, "lr": 0.02, "memory": 10966, "data_time": 0.00361, "top1_acc": 0.37656, "top5_acc": 0.66094, "loss_cls": 2.57086, "loss": 2.57086, "grad_norm": 3.99778, "time": 2.04457}
{"mode": "train", "epoch": 20, "iter": 1320, "lr": 0.02, "memory": 10966, "data_time": 0.01472, "top1_acc": 0.37937, "top5_acc": 0.68929, "loss_cls": 2.47891, "loss": 2.47891, "grad_norm": 4.01343, "time": 1.7395}
{"mode": "val", "epoch": 20, "iter": 1320, "lr": 0.02, "top1_acc": 0.26258, "top5_acc": 0.55039, "mean_class_accuracy": 0.20551}
{"mode": "train", "epoch": 21, "iter": 20, "lr": 0.002, "memory": 10966, "data_time": 4.9256, "top1_acc": 0.38672, "top5_acc": 0.68125, "loss_cls": 2.48306, "loss": 2.48306, "grad_norm": 3.89346, "time": 6.54211}
{"mode": "train", "epoch": 21, "iter": 40, "lr": 0.002, "memory": 10966, "data_time": 0.10765, "top1_acc": 0.40977, "top5_acc": 0.69648, "loss_cls": 2.37689, "loss": 2.37689, "grad_norm": 3.79992, "time": 2.08955}
{"mode": "train", "epoch": 21, "iter": 60, "lr": 0.002, "memory": 10966, "data_time": 0.25406, "top1_acc": 0.40508, "top5_acc": 0.69922, "loss_cls": 2.35909, "loss": 2.35909, "grad_norm": 3.81441, "time": 1.91644}
{"mode": "train", "epoch": 21, "iter": 80, "lr": 0.002, "memory": 10966, "data_time": 0.00916, "top1_acc": 0.42734, "top5_acc": 0.71094, "loss_cls": 2.27649, "loss": 2.27649, "grad_norm": 3.70005, "time": 1.96315}
{"mode": "train", "epoch": 21, "iter": 100, "lr": 0.002, "memory": 10966, "data_time": 0.17447, "top1_acc": 0.41914, "top5_acc": 0.72188, "loss_cls": 2.24647, "loss": 2.24647, "grad_norm": 3.70679, "time": 2.03592}
{"mode": "train", "epoch": 21, "iter": 120, "lr": 0.002, "memory": 10966, "data_time": 0.00152, "top1_acc": 0.40391, "top5_acc": 0.69922, "loss_cls": 2.35723, "loss": 2.35723, "grad_norm": 3.64749, "time": 2.18288}
{"mode": "train", "epoch": 21, "iter": 140, "lr": 0.002, "memory": 10966, "data_time": 0.00736, "top1_acc": 0.42539, "top5_acc": 0.72109, "loss_cls": 2.24845, "loss": 2.24845, "grad_norm": 3.63685, "time": 2.0047}
{"mode": "train", "epoch": 21, "iter": 160, "lr": 0.002, "memory": 10966, "data_time": 0.19005, "top1_acc": 0.42422, "top5_acc": 0.71992, "loss_cls": 2.23391, "loss": 2.23391, "grad_norm": 3.66618, "time": 2.08395}
{"mode": "train", "epoch": 21, "iter": 180, "lr": 0.002, "memory": 10966, "data_time": 0.19513, "top1_acc": 0.43789, "top5_acc": 0.71914, "loss_cls": 2.26717, "loss": 2.26717, "grad_norm": 3.80711, "time": 2.10168}
{"mode": "train", "epoch": 21, "iter": 200, "lr": 0.002, "memory": 10966, "data_time": 0.4383, "top1_acc": 0.425, "top5_acc": 0.72188, "loss_cls": 2.246, "loss": 2.246, "grad_norm": 3.7326, "time": 1.92651}
{"mode": "train", "epoch": 21, "iter": 220, "lr": 0.002, "memory": 10966, "data_time": 0.07041, "top1_acc": 0.41992, "top5_acc": 0.72695, "loss_cls": 2.25552, "loss": 2.25552, "grad_norm": 3.73799, "time": 1.98775}
{"mode": "train", "epoch": 21, "iter": 240, "lr": 0.002, "memory": 10966, "data_time": 0.00754, "top1_acc": 0.44844, "top5_acc": 0.72812, "loss_cls": 2.20133, "loss": 2.20133, "grad_norm": 3.71571, "time": 2.07339}
{"mode": "train", "epoch": 21, "iter": 260, "lr": 0.002, "memory": 10966, "data_time": 0.00408, "top1_acc": 0.425, "top5_acc": 0.72891, "loss_cls": 2.23364, "loss": 2.23364, "grad_norm": 3.73918, "time": 2.00625}
{"mode": "train", "epoch": 21, "iter": 280, "lr": 0.002, "memory": 10966, "data_time": 0.00687, "top1_acc": 0.42812, "top5_acc": 0.72266, "loss_cls": 2.22224, "loss": 2.22224, "grad_norm": 3.73726, "time": 2.09039}
{"mode": "train", "epoch": 21, "iter": 300, "lr": 0.002, "memory": 10966, "data_time": 0.00669, "top1_acc": 0.44023, "top5_acc": 0.72734, "loss_cls": 2.19737, "loss": 2.19737, "grad_norm": 3.7457, "time": 2.05314}
{"mode": "train", "epoch": 21, "iter": 320, "lr": 0.002, "memory": 10966, "data_time": 0.03607, "top1_acc": 0.44062, "top5_acc": 0.74297, "loss_cls": 2.1957, "loss": 2.1957, "grad_norm": 3.70871, "time": 2.02435}
{"mode": "train", "epoch": 21, "iter": 340, "lr": 0.002, "memory": 10966, "data_time": 0.0029, "top1_acc": 0.42773, "top5_acc": 0.71914, "loss_cls": 2.22062, "loss": 2.22062, "grad_norm": 3.73989, "time": 2.04551}
{"mode": "train", "epoch": 21, "iter": 360, "lr": 0.002, "memory": 10966, "data_time": 0.1694, "top1_acc": 0.45703, "top5_acc": 0.73164, "loss_cls": 2.17396, "loss": 2.17396, "grad_norm": 3.71344, "time": 2.04555}
{"mode": "train", "epoch": 21, "iter": 380, "lr": 0.002, "memory": 10966, "data_time": 0.09527, "top1_acc": 0.45156, "top5_acc": 0.74023, "loss_cls": 2.16281, "loss": 2.16281, "grad_norm": 3.67665, "time": 2.04319}
{"mode": "train", "epoch": 21, "iter": 400, "lr": 0.002, "memory": 10966, "data_time": 0.0042, "top1_acc": 0.44453, "top5_acc": 0.73672, "loss_cls": 2.17982, "loss": 2.17982, "grad_norm": 3.81303, "time": 2.04847}
{"mode": "train", "epoch": 21, "iter": 420, "lr": 0.002, "memory": 10966, "data_time": 1.12585, "top1_acc": 0.43945, "top5_acc": 0.72852, "loss_cls": 2.17568, "loss": 2.17568, "grad_norm": 3.80536, "time": 2.13672}
{"mode": "train", "epoch": 21, "iter": 440, "lr": 0.002, "memory": 10966, "data_time": 0.9633, "top1_acc": 0.44258, "top5_acc": 0.72148, "loss_cls": 2.21906, "loss": 2.21906, "grad_norm": 3.72372, "time": 1.97324}
{"mode": "train", "epoch": 21, "iter": 460, "lr": 0.002, "memory": 10966, "data_time": 1.32498, "top1_acc": 0.45469, "top5_acc": 0.73359, "loss_cls": 2.18605, "loss": 2.18605, "grad_norm": 3.76429, "time": 2.01169}
{"mode": "train", "epoch": 21, "iter": 480, "lr": 0.002, "memory": 10966, "data_time": 0.00613, "top1_acc": 0.44609, "top5_acc": 0.73711, "loss_cls": 2.17544, "loss": 2.17544, "grad_norm": 3.71667, "time": 2.07141}
{"mode": "train", "epoch": 21, "iter": 500, "lr": 0.002, "memory": 10966, "data_time": 0.80169, "top1_acc": 0.45703, "top5_acc": 0.74219, "loss_cls": 2.14002, "loss": 2.14002, "grad_norm": 3.78061, "time": 2.02318}
{"mode": "train", "epoch": 21, "iter": 520, "lr": 0.002, "memory": 10966, "data_time": 0.00211, "top1_acc": 0.44141, "top5_acc": 0.73516, "loss_cls": 2.18406, "loss": 2.18406, "grad_norm": 3.79871, "time": 2.02438}
{"mode": "train", "epoch": 21, "iter": 540, "lr": 0.002, "memory": 10966, "data_time": 0.2668, "top1_acc": 0.45742, "top5_acc": 0.74648, "loss_cls": 2.12535, "loss": 2.12535, "grad_norm": 3.68934, "time": 1.96951}
{"mode": "train", "epoch": 21, "iter": 560, "lr": 0.002, "memory": 10966, "data_time": 1.41563, "top1_acc": 0.42773, "top5_acc": 0.73555, "loss_cls": 2.19849, "loss": 2.19849, "grad_norm": 3.83301, "time": 2.0816}
{"mode": "train", "epoch": 21, "iter": 580, "lr": 0.002, "memory": 10966, "data_time": 0.80303, "top1_acc": 0.44414, "top5_acc": 0.74102, "loss_cls": 2.1547, "loss": 2.1547, "grad_norm": 3.80931, "time": 1.98522}
{"mode": "train", "epoch": 21, "iter": 600, "lr": 0.002, "memory": 10966, "data_time": 0.00292, "top1_acc": 0.44805, "top5_acc": 0.73359, "loss_cls": 2.17331, "loss": 2.17331, "grad_norm": 3.80755, "time": 2.21723}
{"mode": "train", "epoch": 21, "iter": 620, "lr": 0.002, "memory": 10966, "data_time": 0.14452, "top1_acc": 0.45195, "top5_acc": 0.7418, "loss_cls": 2.17057, "loss": 2.17057, "grad_norm": 3.87034, "time": 1.95755}
{"mode": "train", "epoch": 21, "iter": 640, "lr": 0.002, "memory": 10966, "data_time": 0.04054, "top1_acc": 0.44062, "top5_acc": 0.7293, "loss_cls": 2.18653, "loss": 2.18653, "grad_norm": 3.85258, "time": 2.04799}
{"mode": "train", "epoch": 21, "iter": 660, "lr": 0.002, "memory": 10966, "data_time": 0.05408, "top1_acc": 0.43789, "top5_acc": 0.72695, "loss_cls": 2.18645, "loss": 2.18645, "grad_norm": 3.83933, "time": 2.10477}
{"mode": "train", "epoch": 21, "iter": 680, "lr": 0.002, "memory": 10966, "data_time": 0.00234, "top1_acc": 0.46992, "top5_acc": 0.74453, "loss_cls": 2.10066, "loss": 2.10066, "grad_norm": 3.73731, "time": 2.01926}
{"mode": "train", "epoch": 21, "iter": 700, "lr": 0.002, "memory": 10966, "data_time": 0.00271, "top1_acc": 0.46016, "top5_acc": 0.75781, "loss_cls": 2.12162, "loss": 2.12162, "grad_norm": 3.74242, "time": 1.94786}
{"mode": "train", "epoch": 21, "iter": 720, "lr": 0.002, "memory": 10966, "data_time": 0.00334, "top1_acc": 0.46992, "top5_acc": 0.74414, "loss_cls": 2.12241, "loss": 2.12241, "grad_norm": 3.80773, "time": 2.19426}
{"mode": "train", "epoch": 21, "iter": 740, "lr": 0.002, "memory": 10966, "data_time": 0.01483, "top1_acc": 0.46172, "top5_acc": 0.74609, "loss_cls": 2.11445, "loss": 2.11445, "grad_norm": 3.84523, "time": 2.00348}
{"mode": "train", "epoch": 21, "iter": 760, "lr": 0.002, "memory": 10966, "data_time": 0.00246, "top1_acc": 0.45898, "top5_acc": 0.74688, "loss_cls": 2.11259, "loss": 2.11259, "grad_norm": 3.86057, "time": 2.06991}
{"mode": "train", "epoch": 21, "iter": 780, "lr": 0.002, "memory": 10966, "data_time": 0.00334, "top1_acc": 0.46055, "top5_acc": 0.73672, "loss_cls": 2.15833, "loss": 2.15833, "grad_norm": 3.82446, "time": 1.97849}
{"mode": "train", "epoch": 21, "iter": 800, "lr": 0.002, "memory": 10966, "data_time": 0.31047, "top1_acc": 0.43867, "top5_acc": 0.73516, "loss_cls": 2.16724, "loss": 2.16724, "grad_norm": 3.85085, "time": 2.06131}
{"mode": "train", "epoch": 21, "iter": 820, "lr": 0.002, "memory": 10966, "data_time": 0.01063, "top1_acc": 0.4582, "top5_acc": 0.73281, "loss_cls": 2.1813, "loss": 2.1813, "grad_norm": 3.8867, "time": 2.11896}
{"mode": "train", "epoch": 21, "iter": 840, "lr": 0.002, "memory": 10966, "data_time": 0.236, "top1_acc": 0.46641, "top5_acc": 0.74844, "loss_cls": 2.10525, "loss": 2.10525, "grad_norm": 3.76842, "time": 2.03803}
{"mode": "train", "epoch": 21, "iter": 860, "lr": 0.002, "memory": 10966, "data_time": 0.00136, "top1_acc": 0.46328, "top5_acc": 0.74414, "loss_cls": 2.1017, "loss": 2.1017, "grad_norm": 3.84281, "time": 2.13881}
{"mode": "train", "epoch": 21, "iter": 880, "lr": 0.002, "memory": 10966, "data_time": 0.00795, "top1_acc": 0.44258, "top5_acc": 0.74414, "loss_cls": 2.15456, "loss": 2.15456, "grad_norm": 3.87197, "time": 2.03489}
{"mode": "train", "epoch": 21, "iter": 900, "lr": 0.002, "memory": 10966, "data_time": 0.00963, "top1_acc": 0.45781, "top5_acc": 0.74023, "loss_cls": 2.14252, "loss": 2.14252, "grad_norm": 3.88705, "time": 2.06188}
{"mode": "train", "epoch": 21, "iter": 920, "lr": 0.002, "memory": 10966, "data_time": 0.00252, "top1_acc": 0.45508, "top5_acc": 0.74336, "loss_cls": 2.13524, "loss": 2.13524, "grad_norm": 3.88107, "time": 2.13142}
{"mode": "train", "epoch": 21, "iter": 940, "lr": 0.002, "memory": 10966, "data_time": 0.09496, "top1_acc": 0.45, "top5_acc": 0.73945, "loss_cls": 2.13252, "loss": 2.13252, "grad_norm": 3.77362, "time": 2.03192}
{"mode": "train", "epoch": 21, "iter": 960, "lr": 0.002, "memory": 10966, "data_time": 0.00549, "top1_acc": 0.43828, "top5_acc": 0.73984, "loss_cls": 2.16974, "loss": 2.16974, "grad_norm": 3.94556, "time": 2.02126}
{"mode": "train", "epoch": 21, "iter": 980, "lr": 0.002, "memory": 10966, "data_time": 0.00234, "top1_acc": 0.44961, "top5_acc": 0.74492, "loss_cls": 2.14509, "loss": 2.14509, "grad_norm": 3.8992, "time": 1.98053}
{"mode": "train", "epoch": 21, "iter": 1000, "lr": 0.002, "memory": 10966, "data_time": 0.00259, "top1_acc": 0.47539, "top5_acc": 0.75195, "loss_cls": 2.09353, "loss": 2.09353, "grad_norm": 3.85984, "time": 2.00176}
{"mode": "train", "epoch": 21, "iter": 1020, "lr": 0.002, "memory": 10966, "data_time": 0.00287, "top1_acc": 0.45039, "top5_acc": 0.73867, "loss_cls": 2.15365, "loss": 2.15365, "grad_norm": 3.91298, "time": 2.05426}
{"mode": "train", "epoch": 21, "iter": 1040, "lr": 0.002, "memory": 10966, "data_time": 0.01551, "top1_acc": 0.46094, "top5_acc": 0.74922, "loss_cls": 2.12631, "loss": 2.12631, "grad_norm": 3.91183, "time": 2.11179}
{"mode": "train", "epoch": 21, "iter": 1060, "lr": 0.002, "memory": 10966, "data_time": 0.02982, "top1_acc": 0.45938, "top5_acc": 0.74336, "loss_cls": 2.14033, "loss": 2.14033, "grad_norm": 3.91634, "time": 1.95079}
{"mode": "train", "epoch": 21, "iter": 1080, "lr": 0.002, "memory": 10966, "data_time": 0.00494, "top1_acc": 0.45938, "top5_acc": 0.74258, "loss_cls": 2.12842, "loss": 2.12842, "grad_norm": 3.99381, "time": 2.04663}
{"mode": "train", "epoch": 21, "iter": 1100, "lr": 0.002, "memory": 10966, "data_time": 0.0854, "top1_acc": 0.44062, "top5_acc": 0.74492, "loss_cls": 2.12503, "loss": 2.12503, "grad_norm": 3.90305, "time": 2.07959}
{"mode": "train", "epoch": 21, "iter": 1120, "lr": 0.002, "memory": 10966, "data_time": 0.45219, "top1_acc": 0.4582, "top5_acc": 0.73711, "loss_cls": 2.13815, "loss": 2.13815, "grad_norm": 3.9858, "time": 1.93266}
{"mode": "train", "epoch": 21, "iter": 1140, "lr": 0.002, "memory": 10966, "data_time": 0.86261, "top1_acc": 0.4625, "top5_acc": 0.74062, "loss_cls": 2.10202, "loss": 2.10202, "grad_norm": 3.88746, "time": 2.04156}
{"mode": "train", "epoch": 21, "iter": 1160, "lr": 0.002, "memory": 10966, "data_time": 0.08374, "top1_acc": 0.45898, "top5_acc": 0.74062, "loss_cls": 2.11197, "loss": 2.11197, "grad_norm": 3.92231, "time": 2.04742}
{"mode": "train", "epoch": 21, "iter": 1180, "lr": 0.002, "memory": 10966, "data_time": 0.01394, "top1_acc": 0.45273, "top5_acc": 0.74766, "loss_cls": 2.11781, "loss": 2.11781, "grad_norm": 3.9695, "time": 2.07469}
{"mode": "train", "epoch": 21, "iter": 1200, "lr": 0.002, "memory": 10966, "data_time": 0.00592, "top1_acc": 0.46875, "top5_acc": 0.77148, "loss_cls": 2.0025, "loss": 2.0025, "grad_norm": 3.78811, "time": 2.03971}
{"mode": "train", "epoch": 21, "iter": 1220, "lr": 0.002, "memory": 10966, "data_time": 0.00283, "top1_acc": 0.45156, "top5_acc": 0.74883, "loss_cls": 2.11686, "loss": 2.11686, "grad_norm": 4.00842, "time": 2.10798}
{"mode": "train", "epoch": 21, "iter": 1240, "lr": 0.002, "memory": 10966, "data_time": 0.00863, "top1_acc": 0.45234, "top5_acc": 0.74492, "loss_cls": 2.12383, "loss": 2.12383, "grad_norm": 3.96301, "time": 2.04796}
{"mode": "train", "epoch": 21, "iter": 1260, "lr": 0.002, "memory": 10966, "data_time": 0.0033, "top1_acc": 0.44805, "top5_acc": 0.74805, "loss_cls": 2.09372, "loss": 2.09372, "grad_norm": 3.90373, "time": 2.04195}
{"mode": "train", "epoch": 21, "iter": 1280, "lr": 0.002, "memory": 10966, "data_time": 0.00581, "top1_acc": 0.45742, "top5_acc": 0.75273, "loss_cls": 2.1002, "loss": 2.1002, "grad_norm": 3.90201, "time": 2.06902}
{"mode": "train", "epoch": 21, "iter": 1300, "lr": 0.002, "memory": 10966, "data_time": 0.65068, "top1_acc": 0.47305, "top5_acc": 0.75312, "loss_cls": 2.06115, "loss": 2.06115, "grad_norm": 3.90716, "time": 2.06251}
{"mode": "train", "epoch": 21, "iter": 1320, "lr": 0.002, "memory": 10966, "data_time": 0.82553, "top1_acc": 0.46389, "top5_acc": 0.73571, "loss_cls": 2.12036, "loss": 2.12036, "grad_norm": 3.93981, "time": 1.8618}
{"mode": "val", "epoch": 21, "iter": 1320, "lr": 0.002, "top1_acc": 0.30875, "top5_acc": 0.61351, "mean_class_accuracy": 0.24434}
{"mode": "train", "epoch": 22, "iter": 20, "lr": 0.002, "memory": 10966, "data_time": 4.32226, "top1_acc": 0.46953, "top5_acc": 0.75078, "loss_cls": 2.05371, "loss": 2.05371, "grad_norm": 3.89289, "time": 6.11617}
{"mode": "train", "epoch": 22, "iter": 40, "lr": 0.002, "memory": 10966, "data_time": 0.02141, "top1_acc": 0.46641, "top5_acc": 0.76992, "loss_cls": 2.02439, "loss": 2.02439, "grad_norm": 3.92451, "time": 1.99965}
{"mode": "train", "epoch": 22, "iter": 60, "lr": 0.002, "memory": 10966, "data_time": 0.00458, "top1_acc": 0.44102, "top5_acc": 0.74922, "loss_cls": 2.1107, "loss": 2.1107, "grad_norm": 3.93246, "time": 2.02707}
{"mode": "train", "epoch": 22, "iter": 80, "lr": 0.002, "memory": 10966, "data_time": 0.00579, "top1_acc": 0.47539, "top5_acc": 0.75469, "loss_cls": 2.05341, "loss": 2.05341, "grad_norm": 3.85746, "time": 2.12926}
{"mode": "train", "epoch": 22, "iter": 100, "lr": 0.002, "memory": 10966, "data_time": 0.00165, "top1_acc": 0.4625, "top5_acc": 0.75781, "loss_cls": 2.06437, "loss": 2.06437, "grad_norm": 3.84729, "time": 2.03275}
{"mode": "train", "epoch": 22, "iter": 120, "lr": 0.002, "memory": 10966, "data_time": 0.70271, "top1_acc": 0.46406, "top5_acc": 0.75273, "loss_cls": 2.07799, "loss": 2.07799, "grad_norm": 3.94943, "time": 2.07554}
{"mode": "train", "epoch": 22, "iter": 140, "lr": 0.002, "memory": 10966, "data_time": 0.22819, "top1_acc": 0.45586, "top5_acc": 0.73984, "loss_cls": 2.10569, "loss": 2.10569, "grad_norm": 3.9637, "time": 2.0497}
{"mode": "train", "epoch": 22, "iter": 160, "lr": 0.002, "memory": 10966, "data_time": 0.51896, "top1_acc": 0.47812, "top5_acc": 0.75703, "loss_cls": 2.06244, "loss": 2.06244, "grad_norm": 3.93867, "time": 1.89502}
{"mode": "train", "epoch": 22, "iter": 180, "lr": 0.002, "memory": 10966, "data_time": 0.01706, "top1_acc": 0.46992, "top5_acc": 0.75234, "loss_cls": 2.08702, "loss": 2.08702, "grad_norm": 3.98957, "time": 2.08598}
{"mode": "train", "epoch": 22, "iter": 200, "lr": 0.002, "memory": 10966, "data_time": 0.2193, "top1_acc": 0.47461, "top5_acc": 0.75234, "loss_cls": 2.05807, "loss": 2.05807, "grad_norm": 3.91264, "time": 2.10215}
{"mode": "train", "epoch": 22, "iter": 220, "lr": 0.002, "memory": 10966, "data_time": 0.041, "top1_acc": 0.46289, "top5_acc": 0.75664, "loss_cls": 2.05444, "loss": 2.05444, "grad_norm": 3.91486, "time": 1.9911}
{"mode": "train", "epoch": 22, "iter": 240, "lr": 0.002, "memory": 10966, "data_time": 0.00193, "top1_acc": 0.45352, "top5_acc": 0.75039, "loss_cls": 2.11374, "loss": 2.11374, "grad_norm": 3.95852, "time": 2.08611}
{"mode": "train", "epoch": 22, "iter": 260, "lr": 0.002, "memory": 10966, "data_time": 0.00147, "top1_acc": 0.47266, "top5_acc": 0.75742, "loss_cls": 2.06918, "loss": 2.06918, "grad_norm": 3.9317, "time": 2.03017}
{"mode": "train", "epoch": 22, "iter": 280, "lr": 0.002, "memory": 10966, "data_time": 0.00509, "top1_acc": 0.47227, "top5_acc": 0.75273, "loss_cls": 2.07077, "loss": 2.07077, "grad_norm": 3.99556, "time": 2.10018}
{"mode": "train", "epoch": 22, "iter": 300, "lr": 0.002, "memory": 10966, "data_time": 0.00273, "top1_acc": 0.46172, "top5_acc": 0.73945, "loss_cls": 2.11389, "loss": 2.11389, "grad_norm": 4.01835, "time": 2.08059}
{"mode": "train", "epoch": 22, "iter": 320, "lr": 0.002, "memory": 10966, "data_time": 0.02455, "top1_acc": 0.475, "top5_acc": 0.76133, "loss_cls": 2.04102, "loss": 2.04102, "grad_norm": 3.97167, "time": 2.01623}
{"mode": "train", "epoch": 22, "iter": 340, "lr": 0.002, "memory": 10966, "data_time": 0.00366, "top1_acc": 0.45742, "top5_acc": 0.74883, "loss_cls": 2.09159, "loss": 2.09159, "grad_norm": 4.04436, "time": 2.06281}
{"mode": "train", "epoch": 22, "iter": 360, "lr": 0.002, "memory": 10966, "data_time": 0.08892, "top1_acc": 0.46211, "top5_acc": 0.73711, "loss_cls": 2.12198, "loss": 2.12198, "grad_norm": 4.03894, "time": 2.03864}
{"mode": "train", "epoch": 22, "iter": 380, "lr": 0.002, "memory": 10966, "data_time": 1.47661, "top1_acc": 0.44922, "top5_acc": 0.75234, "loss_cls": 2.08089, "loss": 2.08089, "grad_norm": 3.98277, "time": 2.14807}
{"mode": "train", "epoch": 22, "iter": 400, "lr": 0.002, "memory": 10966, "data_time": 1.24058, "top1_acc": 0.44258, "top5_acc": 0.74609, "loss_cls": 2.11752, "loss": 2.11752, "grad_norm": 4.01319, "time": 1.94754}
{"mode": "train", "epoch": 22, "iter": 420, "lr": 0.002, "memory": 10966, "data_time": 0.01078, "top1_acc": 0.45664, "top5_acc": 0.75781, "loss_cls": 2.09415, "loss": 2.09415, "grad_norm": 4.02192, "time": 2.06827}
{"mode": "train", "epoch": 22, "iter": 440, "lr": 0.002, "memory": 10966, "data_time": 0.04164, "top1_acc": 0.46055, "top5_acc": 0.74336, "loss_cls": 2.11105, "loss": 2.11105, "grad_norm": 3.94229, "time": 2.012}
{"mode": "train", "epoch": 22, "iter": 460, "lr": 0.002, "memory": 10966, "data_time": 0.19232, "top1_acc": 0.45547, "top5_acc": 0.74609, "loss_cls": 2.11301, "loss": 2.11301, "grad_norm": 4.07123, "time": 2.10638}
{"mode": "train", "epoch": 22, "iter": 480, "lr": 0.002, "memory": 10966, "data_time": 0.00277, "top1_acc": 0.475, "top5_acc": 0.77305, "loss_cls": 1.99012, "loss": 1.99012, "grad_norm": 3.88817, "time": 2.04218}
{"mode": "train", "epoch": 22, "iter": 500, "lr": 0.002, "memory": 10966, "data_time": 0.08517, "top1_acc": 0.4707, "top5_acc": 0.7582, "loss_cls": 2.05643, "loss": 2.05643, "grad_norm": 3.94251, "time": 1.96659}
{"mode": "train", "epoch": 22, "iter": 520, "lr": 0.002, "memory": 10966, "data_time": 0.00186, "top1_acc": 0.46328, "top5_acc": 0.74727, "loss_cls": 2.08717, "loss": 2.08717, "grad_norm": 4.01997, "time": 2.11524}
{"mode": "train", "epoch": 22, "iter": 540, "lr": 0.002, "memory": 10966, "data_time": 0.06448, "top1_acc": 0.46484, "top5_acc": 0.75195, "loss_cls": 2.04227, "loss": 2.04227, "grad_norm": 3.99873, "time": 2.02476}
{"mode": "train", "epoch": 22, "iter": 560, "lr": 0.002, "memory": 10966, "data_time": 0.21677, "top1_acc": 0.47109, "top5_acc": 0.74062, "loss_cls": 2.10459, "loss": 2.10459, "grad_norm": 3.95182, "time": 2.10183}
{"mode": "train", "epoch": 22, "iter": 580, "lr": 0.002, "memory": 10966, "data_time": 0.00472, "top1_acc": 0.47578, "top5_acc": 0.75078, "loss_cls": 2.05938, "loss": 2.05938, "grad_norm": 3.92544, "time": 1.93888}
{"mode": "train", "epoch": 22, "iter": 600, "lr": 0.002, "memory": 10966, "data_time": 0.00282, "top1_acc": 0.45586, "top5_acc": 0.75469, "loss_cls": 2.0483, "loss": 2.0483, "grad_norm": 3.97181, "time": 2.08261}
{"mode": "train", "epoch": 22, "iter": 620, "lr": 0.002, "memory": 10966, "data_time": 0.0017, "top1_acc": 0.48008, "top5_acc": 0.76406, "loss_cls": 2.05, "loss": 2.05, "grad_norm": 3.98884, "time": 2.02862}
{"mode": "train", "epoch": 22, "iter": 640, "lr": 0.002, "memory": 10966, "data_time": 0.11736, "top1_acc": 0.48477, "top5_acc": 0.76172, "loss_cls": 2.06295, "loss": 2.06295, "grad_norm": 3.96674, "time": 1.99783}
{"mode": "train", "epoch": 22, "iter": 660, "lr": 0.002, "memory": 10966, "data_time": 0.03622, "top1_acc": 0.4832, "top5_acc": 0.74336, "loss_cls": 2.04905, "loss": 2.04905, "grad_norm": 3.92009, "time": 2.13149}
{"mode": "train", "epoch": 22, "iter": 680, "lr": 0.002, "memory": 10966, "data_time": 0.00518, "top1_acc": 0.46758, "top5_acc": 0.75273, "loss_cls": 2.06719, "loss": 2.06719, "grad_norm": 4.02587, "time": 2.03852}
{"mode": "train", "epoch": 22, "iter": 700, "lr": 0.002, "memory": 10966, "data_time": 0.00464, "top1_acc": 0.48086, "top5_acc": 0.74219, "loss_cls": 2.07553, "loss": 2.07553, "grad_norm": 3.98652, "time": 2.0588}
{"mode": "train", "epoch": 22, "iter": 720, "lr": 0.002, "memory": 10966, "data_time": 0.00205, "top1_acc": 0.4793, "top5_acc": 0.75703, "loss_cls": 2.05501, "loss": 2.05501, "grad_norm": 4.02818, "time": 2.05301}
{"mode": "train", "epoch": 22, "iter": 740, "lr": 0.002, "memory": 10966, "data_time": 0.03774, "top1_acc": 0.47305, "top5_acc": 0.75742, "loss_cls": 2.03622, "loss": 2.03622, "grad_norm": 3.99731, "time": 2.02363}
{"mode": "train", "epoch": 22, "iter": 760, "lr": 0.002, "memory": 10966, "data_time": 0.00644, "top1_acc": 0.47578, "top5_acc": 0.75703, "loss_cls": 2.03793, "loss": 2.03793, "grad_norm": 4.02361, "time": 2.03863}
{"mode": "train", "epoch": 22, "iter": 780, "lr": 0.002, "memory": 10966, "data_time": 0.00202, "top1_acc": 0.46094, "top5_acc": 0.77852, "loss_cls": 1.98803, "loss": 1.98803, "grad_norm": 4.04482, "time": 2.0999}
{"mode": "train", "epoch": 22, "iter": 800, "lr": 0.002, "memory": 10966, "data_time": 0.00231, "top1_acc": 0.47578, "top5_acc": 0.74922, "loss_cls": 2.055, "loss": 2.055, "grad_norm": 3.98326, "time": 1.95362}
{"mode": "train", "epoch": 22, "iter": 820, "lr": 0.002, "memory": 10966, "data_time": 0.00505, "top1_acc": 0.475, "top5_acc": 0.76406, "loss_cls": 2.01239, "loss": 2.01239, "grad_norm": 3.9598, "time": 2.04246}
{"mode": "train", "epoch": 22, "iter": 840, "lr": 0.002, "memory": 10966, "data_time": 0.00281, "top1_acc": 0.48203, "top5_acc": 0.76719, "loss_cls": 1.99804, "loss": 1.99804, "grad_norm": 4.00526, "time": 2.07801}
{"mode": "train", "epoch": 22, "iter": 860, "lr": 0.002, "memory": 10966, "data_time": 0.63149, "top1_acc": 0.45859, "top5_acc": 0.75117, "loss_cls": 2.08638, "loss": 2.08638, "grad_norm": 4.05764, "time": 1.99291}
{"mode": "train", "epoch": 22, "iter": 880, "lr": 0.002, "memory": 10966, "data_time": 0.3622, "top1_acc": 0.47305, "top5_acc": 0.75469, "loss_cls": 2.06148, "loss": 2.06148, "grad_norm": 4.07106, "time": 1.99741}
{"mode": "train", "epoch": 22, "iter": 900, "lr": 0.002, "memory": 10966, "data_time": 0.06833, "top1_acc": 0.44648, "top5_acc": 0.7543, "loss_cls": 2.07702, "loss": 2.07702, "grad_norm": 4.13671, "time": 1.96627}
{"mode": "train", "epoch": 22, "iter": 920, "lr": 0.002, "memory": 10966, "data_time": 0.00884, "top1_acc": 0.4832, "top5_acc": 0.76641, "loss_cls": 2.01019, "loss": 2.01019, "grad_norm": 4.03474, "time": 2.09167}
{"mode": "train", "epoch": 22, "iter": 940, "lr": 0.002, "memory": 10966, "data_time": 0.0851, "top1_acc": 0.47617, "top5_acc": 0.74531, "loss_cls": 2.05975, "loss": 2.05975, "grad_norm": 4.02289, "time": 2.01471}
{"mode": "train", "epoch": 22, "iter": 960, "lr": 0.002, "memory": 10966, "data_time": 0.31567, "top1_acc": 0.45547, "top5_acc": 0.75742, "loss_cls": 2.07929, "loss": 2.07929, "grad_norm": 4.11046, "time": 2.08155}
{"mode": "train", "epoch": 22, "iter": 980, "lr": 0.002, "memory": 10966, "data_time": 0.00244, "top1_acc": 0.45508, "top5_acc": 0.74062, "loss_cls": 2.13853, "loss": 2.13853, "grad_norm": 4.16915, "time": 2.11518}
{"mode": "train", "epoch": 22, "iter": 1000, "lr": 0.002, "memory": 10966, "data_time": 0.00229, "top1_acc": 0.46992, "top5_acc": 0.76016, "loss_cls": 2.02898, "loss": 2.02898, "grad_norm": 4.04337, "time": 1.97647}
{"mode": "train", "epoch": 22, "iter": 1020, "lr": 0.002, "memory": 10966, "data_time": 0.00171, "top1_acc": 0.47266, "top5_acc": 0.75859, "loss_cls": 2.04863, "loss": 2.04863, "grad_norm": 3.98931, "time": 2.09694}
{"mode": "train", "epoch": 22, "iter": 1040, "lr": 0.002, "memory": 10966, "data_time": 0.00293, "top1_acc": 0.46367, "top5_acc": 0.75156, "loss_cls": 2.07491, "loss": 2.07491, "grad_norm": 4.08422, "time": 2.06944}
{"mode": "train", "epoch": 22, "iter": 1060, "lr": 0.002, "memory": 10966, "data_time": 0.01471, "top1_acc": 0.47539, "top5_acc": 0.76055, "loss_cls": 2.05454, "loss": 2.05454, "grad_norm": 4.09134, "time": 1.97699}
{"mode": "train", "epoch": 22, "iter": 1080, "lr": 0.002, "memory": 10966, "data_time": 0.00332, "top1_acc": 0.45586, "top5_acc": 0.74531, "loss_cls": 2.1194, "loss": 2.1194, "grad_norm": 4.15703, "time": 2.01965}
{"mode": "train", "epoch": 22, "iter": 1100, "lr": 0.002, "memory": 10966, "data_time": 0.0031, "top1_acc": 0.47305, "top5_acc": 0.77383, "loss_cls": 2.00622, "loss": 2.00622, "grad_norm": 4.11597, "time": 2.22524}
{"mode": "train", "epoch": 22, "iter": 1120, "lr": 0.002, "memory": 10966, "data_time": 0.00458, "top1_acc": 0.47266, "top5_acc": 0.75664, "loss_cls": 2.08975, "loss": 2.08975, "grad_norm": 4.19995, "time": 2.03503}
{"mode": "train", "epoch": 22, "iter": 1140, "lr": 0.002, "memory": 10966, "data_time": 0.0611, "top1_acc": 0.45938, "top5_acc": 0.75156, "loss_cls": 2.0938, "loss": 2.0938, "grad_norm": 4.09739, "time": 1.94175}
{"mode": "train", "epoch": 22, "iter": 1160, "lr": 0.002, "memory": 10966, "data_time": 0.00331, "top1_acc": 0.4582, "top5_acc": 0.74102, "loss_cls": 2.10535, "loss": 2.10535, "grad_norm": 4.14886, "time": 2.12912}
{"mode": "train", "epoch": 22, "iter": 1180, "lr": 0.002, "memory": 10966, "data_time": 0.00142, "top1_acc": 0.47148, "top5_acc": 0.75117, "loss_cls": 2.05966, "loss": 2.05966, "grad_norm": 4.13297, "time": 2.13562}
{"mode": "train", "epoch": 22, "iter": 1200, "lr": 0.002, "memory": 10966, "data_time": 0.00443, "top1_acc": 0.47422, "top5_acc": 0.77852, "loss_cls": 1.98444, "loss": 1.98444, "grad_norm": 4.10923, "time": 1.97426}
{"mode": "train", "epoch": 22, "iter": 1220, "lr": 0.002, "memory": 10966, "data_time": 0.00919, "top1_acc": 0.4875, "top5_acc": 0.76719, "loss_cls": 1.99872, "loss": 1.99872, "grad_norm": 4.09756, "time": 2.03043}
{"mode": "train", "epoch": 22, "iter": 1240, "lr": 0.002, "memory": 10966, "data_time": 0.00553, "top1_acc": 0.4457, "top5_acc": 0.75352, "loss_cls": 2.06487, "loss": 2.06487, "grad_norm": 4.06176, "time": 2.09465}
{"mode": "train", "epoch": 22, "iter": 1260, "lr": 0.002, "memory": 10966, "data_time": 0.0034, "top1_acc": 0.47266, "top5_acc": 0.77461, "loss_cls": 2.01228, "loss": 2.01228, "grad_norm": 4.08349, "time": 2.01987}
{"mode": "train", "epoch": 22, "iter": 1280, "lr": 0.002, "memory": 10966, "data_time": 0.09413, "top1_acc": 0.46133, "top5_acc": 0.75156, "loss_cls": 2.08059, "loss": 2.08059, "grad_norm": 4.17343, "time": 1.8374}
{"mode": "train", "epoch": 22, "iter": 1300, "lr": 0.002, "memory": 10966, "data_time": 0.08373, "top1_acc": 0.46992, "top5_acc": 0.75859, "loss_cls": 2.04246, "loss": 2.04246, "grad_norm": 4.15064, "time": 2.10251}
{"mode": "train", "epoch": 22, "iter": 1320, "lr": 0.002, "memory": 10966, "data_time": 0.0052, "top1_acc": 0.4754, "top5_acc": 0.7496, "loss_cls": 2.06555, "loss": 2.06555, "grad_norm": 4.1284, "time": 1.82475}
{"mode": "val", "epoch": 22, "iter": 1320, "lr": 0.002, "top1_acc": 0.3136, "top5_acc": 0.62045, "mean_class_accuracy": 0.24641}
{"mode": "train", "epoch": 23, "iter": 20, "lr": 0.002, "memory": 10966, "data_time": 4.41194, "top1_acc": 0.46953, "top5_acc": 0.7582, "loss_cls": 2.04018, "loss": 2.04018, "grad_norm": 4.03839, "time": 6.39938}
{"mode": "train", "epoch": 23, "iter": 40, "lr": 0.002, "memory": 10966, "data_time": 0.00528, "top1_acc": 0.49492, "top5_acc": 0.77031, "loss_cls": 1.98443, "loss": 1.98443, "grad_norm": 4.04344, "time": 2.05761}
{"mode": "train", "epoch": 23, "iter": 60, "lr": 0.002, "memory": 10966, "data_time": 0.85517, "top1_acc": 0.48359, "top5_acc": 0.7625, "loss_cls": 2.00465, "loss": 2.00465, "grad_norm": 3.9754, "time": 2.02076}
{"mode": "train", "epoch": 23, "iter": 80, "lr": 0.002, "memory": 10966, "data_time": 0.02574, "top1_acc": 0.47461, "top5_acc": 0.77148, "loss_cls": 1.99282, "loss": 1.99282, "grad_norm": 4.09254, "time": 2.02707}
{"mode": "train", "epoch": 23, "iter": 100, "lr": 0.002, "memory": 10966, "data_time": 0.00214, "top1_acc": 0.47266, "top5_acc": 0.76562, "loss_cls": 2.03156, "loss": 2.03156, "grad_norm": 4.14599, "time": 2.06649}
{"mode": "train", "epoch": 23, "iter": 120, "lr": 0.002, "memory": 10966, "data_time": 0.00313, "top1_acc": 0.49609, "top5_acc": 0.7625, "loss_cls": 1.99268, "loss": 1.99268, "grad_norm": 4.07529, "time": 2.00025}
{"mode": "train", "epoch": 23, "iter": 140, "lr": 0.002, "memory": 10966, "data_time": 0.00319, "top1_acc": 0.46914, "top5_acc": 0.74883, "loss_cls": 2.0602, "loss": 2.0602, "grad_norm": 4.10841, "time": 2.06881}
{"mode": "train", "epoch": 23, "iter": 160, "lr": 0.002, "memory": 10966, "data_time": 0.0043, "top1_acc": 0.48516, "top5_acc": 0.77461, "loss_cls": 1.94819, "loss": 1.94819, "grad_norm": 4.05814, "time": 2.03825}
{"mode": "train", "epoch": 23, "iter": 180, "lr": 0.002, "memory": 10966, "data_time": 0.03882, "top1_acc": 0.46406, "top5_acc": 0.75234, "loss_cls": 2.05274, "loss": 2.05274, "grad_norm": 4.09368, "time": 2.17452}
{"mode": "train", "epoch": 23, "iter": 200, "lr": 0.002, "memory": 10966, "data_time": 0.00228, "top1_acc": 0.4832, "top5_acc": 0.77461, "loss_cls": 1.99999, "loss": 1.99999, "grad_norm": 4.12921, "time": 2.05629}
{"mode": "train", "epoch": 23, "iter": 220, "lr": 0.002, "memory": 10966, "data_time": 0.00413, "top1_acc": 0.47734, "top5_acc": 0.75195, "loss_cls": 2.04555, "loss": 2.04555, "grad_norm": 4.14448, "time": 1.90863}
{"mode": "train", "epoch": 23, "iter": 240, "lr": 0.002, "memory": 10966, "data_time": 0.46379, "top1_acc": 0.47812, "top5_acc": 0.7543, "loss_cls": 2.03367, "loss": 2.03367, "grad_norm": 4.1011, "time": 2.11724}
{"mode": "train", "epoch": 23, "iter": 260, "lr": 0.002, "memory": 10966, "data_time": 0.5104, "top1_acc": 0.4418, "top5_acc": 0.75703, "loss_cls": 2.08179, "loss": 2.08179, "grad_norm": 4.17285, "time": 2.06115}
{"mode": "train", "epoch": 23, "iter": 280, "lr": 0.002, "memory": 10966, "data_time": 0.02153, "top1_acc": 0.46328, "top5_acc": 0.75938, "loss_cls": 2.0211, "loss": 2.0211, "grad_norm": 4.15395, "time": 1.97846}
{"mode": "train", "epoch": 23, "iter": 300, "lr": 0.002, "memory": 10966, "data_time": 0.97486, "top1_acc": 0.45547, "top5_acc": 0.75898, "loss_cls": 2.05415, "loss": 2.05415, "grad_norm": 4.16282, "time": 2.06144}
{"mode": "train", "epoch": 23, "iter": 320, "lr": 0.002, "memory": 10966, "data_time": 0.07627, "top1_acc": 0.48008, "top5_acc": 0.76094, "loss_cls": 2.02906, "loss": 2.02906, "grad_norm": 4.1726, "time": 2.06333}
{"mode": "train", "epoch": 23, "iter": 340, "lr": 0.002, "memory": 10966, "data_time": 0.00266, "top1_acc": 0.46875, "top5_acc": 0.7625, "loss_cls": 2.02407, "loss": 2.02407, "grad_norm": 4.15451, "time": 2.05513}
{"mode": "train", "epoch": 23, "iter": 360, "lr": 0.002, "memory": 10966, "data_time": 0.00388, "top1_acc": 0.48438, "top5_acc": 0.75547, "loss_cls": 2.01257, "loss": 2.01257, "grad_norm": 4.04459, "time": 1.98908}
{"mode": "train", "epoch": 23, "iter": 380, "lr": 0.002, "memory": 10966, "data_time": 0.0045, "top1_acc": 0.48438, "top5_acc": 0.76797, "loss_cls": 2.01719, "loss": 2.01719, "grad_norm": 4.19296, "time": 2.14633}
{"mode": "train", "epoch": 23, "iter": 400, "lr": 0.002, "memory": 10966, "data_time": 0.00372, "top1_acc": 0.4668, "top5_acc": 0.76914, "loss_cls": 2.03135, "loss": 2.03135, "grad_norm": 4.11397, "time": 2.04443}
{"mode": "train", "epoch": 23, "iter": 420, "lr": 0.002, "memory": 10966, "data_time": 0.15874, "top1_acc": 0.49766, "top5_acc": 0.76758, "loss_cls": 1.97491, "loss": 1.97491, "grad_norm": 4.09905, "time": 2.04225}
{"mode": "train", "epoch": 23, "iter": 440, "lr": 0.002, "memory": 10966, "data_time": 0.00666, "top1_acc": 0.46484, "top5_acc": 0.76719, "loss_cls": 2.03791, "loss": 2.03791, "grad_norm": 4.15674, "time": 2.03543}
{"mode": "train", "epoch": 23, "iter": 460, "lr": 0.002, "memory": 10966, "data_time": 0.03026, "top1_acc": 0.45195, "top5_acc": 0.75273, "loss_cls": 2.08591, "loss": 2.08591, "grad_norm": 4.24381, "time": 2.17345}
{"mode": "train", "epoch": 23, "iter": 480, "lr": 0.002, "memory": 10966, "data_time": 0.00563, "top1_acc": 0.46992, "top5_acc": 0.7707, "loss_cls": 1.99819, "loss": 1.99819, "grad_norm": 4.11144, "time": 1.97145}
{"mode": "train", "epoch": 23, "iter": 500, "lr": 0.002, "memory": 10966, "data_time": 0.00211, "top1_acc": 0.47461, "top5_acc": 0.75977, "loss_cls": 2.03736, "loss": 2.03736, "grad_norm": 4.20663, "time": 2.07133}
{"mode": "train", "epoch": 23, "iter": 520, "lr": 0.002, "memory": 10966, "data_time": 0.02645, "top1_acc": 0.48242, "top5_acc": 0.75469, "loss_cls": 2.04153, "loss": 2.04153, "grad_norm": 4.19924, "time": 2.03671}
{"mode": "train", "epoch": 23, "iter": 540, "lr": 0.002, "memory": 10966, "data_time": 0.0016, "top1_acc": 0.48789, "top5_acc": 0.76133, "loss_cls": 2.0218, "loss": 2.0218, "grad_norm": 4.12248, "time": 2.05559}
{"mode": "train", "epoch": 23, "iter": 560, "lr": 0.002, "memory": 10966, "data_time": 0.03353, "top1_acc": 0.4875, "top5_acc": 0.75352, "loss_cls": 2.03186, "loss": 2.03186, "grad_norm": 4.149, "time": 2.13852}
{"mode": "train", "epoch": 23, "iter": 580, "lr": 0.002, "memory": 10966, "data_time": 0.00315, "top1_acc": 0.46992, "top5_acc": 0.75742, "loss_cls": 2.02571, "loss": 2.02571, "grad_norm": 4.2344, "time": 1.96319}
{"mode": "train", "epoch": 23, "iter": 600, "lr": 0.002, "memory": 10966, "data_time": 0.07818, "top1_acc": 0.4832, "top5_acc": 0.75938, "loss_cls": 1.98993, "loss": 1.98993, "grad_norm": 4.15888, "time": 2.07152}
{"mode": "train", "epoch": 23, "iter": 620, "lr": 0.002, "memory": 10966, "data_time": 0.00632, "top1_acc": 0.47305, "top5_acc": 0.74648, "loss_cls": 2.06039, "loss": 2.06039, "grad_norm": 4.20839, "time": 1.97655}
{"mode": "train", "epoch": 23, "iter": 640, "lr": 0.002, "memory": 10966, "data_time": 0.07201, "top1_acc": 0.46211, "top5_acc": 0.75938, "loss_cls": 2.04267, "loss": 2.04267, "grad_norm": 4.13948, "time": 2.05132}
{"mode": "train", "epoch": 23, "iter": 660, "lr": 0.002, "memory": 10966, "data_time": 0.54712, "top1_acc": 0.47852, "top5_acc": 0.77188, "loss_cls": 1.98359, "loss": 1.98359, "grad_norm": 4.20619, "time": 2.0579}
{"mode": "train", "epoch": 23, "iter": 680, "lr": 0.002, "memory": 10966, "data_time": 0.00336, "top1_acc": 0.48203, "top5_acc": 0.77031, "loss_cls": 2.01467, "loss": 2.01467, "grad_norm": 4.29957, "time": 2.03833}
{"mode": "train", "epoch": 23, "iter": 700, "lr": 0.002, "memory": 10966, "data_time": 0.00764, "top1_acc": 0.47656, "top5_acc": 0.75625, "loss_cls": 2.02464, "loss": 2.02464, "grad_norm": 4.17329, "time": 1.95335}
{"mode": "train", "epoch": 23, "iter": 720, "lr": 0.002, "memory": 10966, "data_time": 0.41007, "top1_acc": 0.48906, "top5_acc": 0.77539, "loss_cls": 1.9781, "loss": 1.9781, "grad_norm": 4.14018, "time": 2.09625}
{"mode": "train", "epoch": 23, "iter": 740, "lr": 0.002, "memory": 10966, "data_time": 0.29904, "top1_acc": 0.45703, "top5_acc": 0.75625, "loss_cls": 2.06536, "loss": 2.06536, "grad_norm": 4.30277, "time": 1.96272}
{"mode": "train", "epoch": 23, "iter": 760, "lr": 0.002, "memory": 10966, "data_time": 0.00606, "top1_acc": 0.48398, "top5_acc": 0.75742, "loss_cls": 1.98618, "loss": 1.98618, "grad_norm": 4.18594, "time": 2.04359}
{"mode": "train", "epoch": 23, "iter": 780, "lr": 0.002, "memory": 10966, "data_time": 0.02682, "top1_acc": 0.48711, "top5_acc": 0.77422, "loss_cls": 1.98646, "loss": 1.98646, "grad_norm": 4.17043, "time": 2.08731}
{"mode": "train", "epoch": 23, "iter": 800, "lr": 0.002, "memory": 10966, "data_time": 0.02998, "top1_acc": 0.47383, "top5_acc": 0.76016, "loss_cls": 2.03052, "loss": 2.03052, "grad_norm": 4.24533, "time": 2.05414}
{"mode": "train", "epoch": 23, "iter": 820, "lr": 0.002, "memory": 10966, "data_time": 0.0083, "top1_acc": 0.48672, "top5_acc": 0.76875, "loss_cls": 1.97238, "loss": 1.97238, "grad_norm": 4.16623, "time": 2.12872}
{"mode": "train", "epoch": 23, "iter": 840, "lr": 0.002, "memory": 10966, "data_time": 0.02009, "top1_acc": 0.45195, "top5_acc": 0.75703, "loss_cls": 2.05864, "loss": 2.05864, "grad_norm": 4.27121, "time": 1.90483}
{"mode": "train", "epoch": 23, "iter": 860, "lr": 0.002, "memory": 10966, "data_time": 0.07002, "top1_acc": 0.48086, "top5_acc": 0.77227, "loss_cls": 1.95384, "loss": 1.95384, "grad_norm": 4.11665, "time": 2.0176}
{"mode": "train", "epoch": 23, "iter": 880, "lr": 0.002, "memory": 10966, "data_time": 0.00275, "top1_acc": 0.46719, "top5_acc": 0.75977, "loss_cls": 2.05183, "loss": 2.05183, "grad_norm": 4.33015, "time": 2.07823}
{"mode": "train", "epoch": 23, "iter": 900, "lr": 0.002, "memory": 10966, "data_time": 0.10128, "top1_acc": 0.49336, "top5_acc": 0.77734, "loss_cls": 1.99072, "loss": 1.99072, "grad_norm": 4.1529, "time": 1.9914}
{"mode": "train", "epoch": 23, "iter": 920, "lr": 0.002, "memory": 10966, "data_time": 0.00297, "top1_acc": 0.45234, "top5_acc": 0.76133, "loss_cls": 2.06363, "loss": 2.06363, "grad_norm": 4.3199, "time": 2.01563}
{"mode": "train", "epoch": 23, "iter": 940, "lr": 0.002, "memory": 10966, "data_time": 0.00338, "top1_acc": 0.48203, "top5_acc": 0.75898, "loss_cls": 2.02243, "loss": 2.02243, "grad_norm": 4.30182, "time": 2.10367}
{"mode": "train", "epoch": 23, "iter": 960, "lr": 0.002, "memory": 10966, "data_time": 0.01141, "top1_acc": 0.46211, "top5_acc": 0.75156, "loss_cls": 2.08356, "loss": 2.08356, "grad_norm": 4.26656, "time": 1.98611}
{"mode": "train", "epoch": 23, "iter": 980, "lr": 0.002, "memory": 10966, "data_time": 0.19408, "top1_acc": 0.47422, "top5_acc": 0.7668, "loss_cls": 2.03237, "loss": 2.03237, "grad_norm": 4.23922, "time": 2.12701}
{"mode": "train", "epoch": 23, "iter": 1000, "lr": 0.002, "memory": 10966, "data_time": 0.00421, "top1_acc": 0.47266, "top5_acc": 0.76133, "loss_cls": 2.0052, "loss": 2.0052, "grad_norm": 4.14865, "time": 2.01251}
{"mode": "train", "epoch": 23, "iter": 1020, "lr": 0.002, "memory": 10966, "data_time": 0.00414, "top1_acc": 0.47734, "top5_acc": 0.75664, "loss_cls": 2.03403, "loss": 2.03403, "grad_norm": 4.28535, "time": 2.10628}
{"mode": "train", "epoch": 23, "iter": 1040, "lr": 0.002, "memory": 10966, "data_time": 0.00553, "top1_acc": 0.4832, "top5_acc": 0.76602, "loss_cls": 1.9896, "loss": 1.9896, "grad_norm": 4.12357, "time": 2.09788}
{"mode": "train", "epoch": 23, "iter": 1060, "lr": 0.002, "memory": 10966, "data_time": 0.03596, "top1_acc": 0.47812, "top5_acc": 0.77227, "loss_cls": 2.00632, "loss": 2.00632, "grad_norm": 4.22864, "time": 1.93534}
{"mode": "train", "epoch": 23, "iter": 1080, "lr": 0.002, "memory": 10966, "data_time": 0.01717, "top1_acc": 0.4707, "top5_acc": 0.76445, "loss_cls": 2.00834, "loss": 2.00834, "grad_norm": 4.26128, "time": 1.96871}
{"mode": "train", "epoch": 23, "iter": 1100, "lr": 0.002, "memory": 10966, "data_time": 0.0042, "top1_acc": 0.46953, "top5_acc": 0.77773, "loss_cls": 2.00827, "loss": 2.00827, "grad_norm": 4.23378, "time": 2.05551}
{"mode": "train", "epoch": 23, "iter": 1120, "lr": 0.002, "memory": 10966, "data_time": 0.00577, "top1_acc": 0.47812, "top5_acc": 0.77188, "loss_cls": 2.00343, "loss": 2.00343, "grad_norm": 4.18352, "time": 2.15555}
{"mode": "train", "epoch": 23, "iter": 1140, "lr": 0.002, "memory": 10966, "data_time": 0.00355, "top1_acc": 0.49414, "top5_acc": 0.76797, "loss_cls": 1.95379, "loss": 1.95379, "grad_norm": 4.15424, "time": 2.13331}
{"mode": "train", "epoch": 23, "iter": 1160, "lr": 0.002, "memory": 10966, "data_time": 0.00521, "top1_acc": 0.45273, "top5_acc": 0.75586, "loss_cls": 2.06244, "loss": 2.06244, "grad_norm": 4.22003, "time": 2.16356}
{"mode": "train", "epoch": 23, "iter": 1180, "lr": 0.002, "memory": 10966, "data_time": 0.00151, "top1_acc": 0.49648, "top5_acc": 0.77188, "loss_cls": 1.96407, "loss": 1.96407, "grad_norm": 4.20006, "time": 1.98225}
{"mode": "train", "epoch": 23, "iter": 1200, "lr": 0.002, "memory": 10966, "data_time": 0.00679, "top1_acc": 0.49102, "top5_acc": 0.77656, "loss_cls": 1.94999, "loss": 1.94999, "grad_norm": 4.26256, "time": 2.0688}
{"mode": "train", "epoch": 23, "iter": 1220, "lr": 0.002, "memory": 10966, "data_time": 0.00157, "top1_acc": 0.48047, "top5_acc": 0.75469, "loss_cls": 2.04191, "loss": 2.04191, "grad_norm": 4.22815, "time": 1.96698}
{"mode": "train", "epoch": 23, "iter": 1240, "lr": 0.002, "memory": 10966, "data_time": 0.03891, "top1_acc": 0.48906, "top5_acc": 0.76836, "loss_cls": 2.01111, "loss": 2.01111, "grad_norm": 4.23895, "time": 2.18237}
{"mode": "train", "epoch": 23, "iter": 1260, "lr": 0.002, "memory": 10966, "data_time": 0.01978, "top1_acc": 0.47578, "top5_acc": 0.76523, "loss_cls": 1.98226, "loss": 1.98226, "grad_norm": 4.19653, "time": 1.8857}
{"mode": "train", "epoch": 23, "iter": 1280, "lr": 0.002, "memory": 10966, "data_time": 0.01415, "top1_acc": 0.48555, "top5_acc": 0.77539, "loss_cls": 1.96177, "loss": 1.96177, "grad_norm": 4.20048, "time": 2.11058}
{"mode": "train", "epoch": 23, "iter": 1300, "lr": 0.002, "memory": 10966, "data_time": 0.04664, "top1_acc": 0.47578, "top5_acc": 0.76641, "loss_cls": 2.02002, "loss": 2.02002, "grad_norm": 4.28963, "time": 2.1706}
{"mode": "train", "epoch": 23, "iter": 1320, "lr": 0.002, "memory": 10966, "data_time": 0.00418, "top1_acc": 0.49683, "top5_acc": 0.7619, "loss_cls": 1.98106, "loss": 1.98106, "grad_norm": 4.17372, "time": 1.69839}
{"mode": "val", "epoch": 23, "iter": 1320, "lr": 0.002, "top1_acc": 0.31666, "top5_acc": 0.62481, "mean_class_accuracy": 0.25128}
{"mode": "train", "epoch": 24, "iter": 20, "lr": 0.002, "memory": 10966, "data_time": 5.48169, "top1_acc": 0.47891, "top5_acc": 0.7582, "loss_cls": 2.02233, "loss": 2.02233, "grad_norm": 4.26392, "time": 6.22596}
{"mode": "train", "epoch": 24, "iter": 40, "lr": 0.002, "memory": 10966, "data_time": 0.30307, "top1_acc": 0.49219, "top5_acc": 0.77422, "loss_cls": 1.9285, "loss": 1.9285, "grad_norm": 4.17382, "time": 2.08247}
{"mode": "train", "epoch": 24, "iter": 60, "lr": 0.002, "memory": 10966, "data_time": 0.04575, "top1_acc": 0.48086, "top5_acc": 0.75977, "loss_cls": 2.0103, "loss": 2.0103, "grad_norm": 4.12776, "time": 1.94185}
{"mode": "train", "epoch": 24, "iter": 80, "lr": 0.002, "memory": 10966, "data_time": 0.18791, "top1_acc": 0.46758, "top5_acc": 0.76914, "loss_cls": 1.9958, "loss": 1.9958, "grad_norm": 4.2439, "time": 2.09695}
{"mode": "train", "epoch": 24, "iter": 100, "lr": 0.002, "memory": 10966, "data_time": 0.1864, "top1_acc": 0.47305, "top5_acc": 0.77266, "loss_cls": 1.9796, "loss": 1.9796, "grad_norm": 4.25924, "time": 2.2546}
{"mode": "train", "epoch": 24, "iter": 120, "lr": 0.002, "memory": 10966, "data_time": 0.198, "top1_acc": 0.47734, "top5_acc": 0.78125, "loss_cls": 1.94096, "loss": 1.94096, "grad_norm": 4.29246, "time": 1.96377}
{"mode": "train", "epoch": 24, "iter": 140, "lr": 0.002, "memory": 10966, "data_time": 0.58559, "top1_acc": 0.48242, "top5_acc": 0.77969, "loss_cls": 1.91405, "loss": 1.91405, "grad_norm": 4.16962, "time": 2.01857}
{"mode": "train", "epoch": 24, "iter": 160, "lr": 0.002, "memory": 10966, "data_time": 1.00878, "top1_acc": 0.49023, "top5_acc": 0.77188, "loss_cls": 1.94321, "loss": 1.94321, "grad_norm": 4.21462, "time": 2.03074}
{"mode": "train", "epoch": 24, "iter": 180, "lr": 0.002, "memory": 10966, "data_time": 0.05108, "top1_acc": 0.47734, "top5_acc": 0.75977, "loss_cls": 1.99475, "loss": 1.99475, "grad_norm": 4.22955, "time": 2.02006}
{"mode": "train", "epoch": 24, "iter": 200, "lr": 0.002, "memory": 10966, "data_time": 0.25279, "top1_acc": 0.47891, "top5_acc": 0.7668, "loss_cls": 1.97558, "loss": 1.97558, "grad_norm": 4.28642, "time": 1.94266}
{"mode": "train", "epoch": 24, "iter": 220, "lr": 0.002, "memory": 10966, "data_time": 0.27984, "top1_acc": 0.48633, "top5_acc": 0.77812, "loss_cls": 1.9476, "loss": 1.9476, "grad_norm": 4.273, "time": 2.03925}
{"mode": "train", "epoch": 24, "iter": 240, "lr": 0.002, "memory": 10966, "data_time": 0.0739, "top1_acc": 0.47891, "top5_acc": 0.7668, "loss_cls": 1.99305, "loss": 1.99305, "grad_norm": 4.24741, "time": 2.03}
{"mode": "train", "epoch": 24, "iter": 260, "lr": 0.002, "memory": 10966, "data_time": 0.0034, "top1_acc": 0.46875, "top5_acc": 0.77031, "loss_cls": 2.0078, "loss": 2.0078, "grad_norm": 4.31224, "time": 2.10206}
{"mode": "train", "epoch": 24, "iter": 280, "lr": 0.002, "memory": 10966, "data_time": 0.0053, "top1_acc": 0.47773, "top5_acc": 0.75859, "loss_cls": 2.02037, "loss": 2.02037, "grad_norm": 4.30926, "time": 2.07662}
{"mode": "train", "epoch": 24, "iter": 300, "lr": 0.002, "memory": 10966, "data_time": 0.00677, "top1_acc": 0.48281, "top5_acc": 0.75039, "loss_cls": 2.05039, "loss": 2.05039, "grad_norm": 4.423, "time": 1.98239}
{"mode": "train", "epoch": 24, "iter": 320, "lr": 0.002, "memory": 10966, "data_time": 0.00073, "top1_acc": 0.48828, "top5_acc": 0.77148, "loss_cls": 1.98047, "loss": 1.98047, "grad_norm": 4.21981, "time": 2.09148}
{"mode": "train", "epoch": 24, "iter": 340, "lr": 0.002, "memory": 10966, "data_time": 0.00266, "top1_acc": 0.47539, "top5_acc": 0.76562, "loss_cls": 1.98937, "loss": 1.98937, "grad_norm": 4.26372, "time": 2.11884}
{"mode": "train", "epoch": 24, "iter": 360, "lr": 0.002, "memory": 10966, "data_time": 0.00365, "top1_acc": 0.47734, "top5_acc": 0.75039, "loss_cls": 2.03148, "loss": 2.03148, "grad_norm": 4.28511, "time": 2.11727}
{"mode": "train", "epoch": 24, "iter": 380, "lr": 0.002, "memory": 10966, "data_time": 0.60219, "top1_acc": 0.48359, "top5_acc": 0.76797, "loss_cls": 1.99398, "loss": 1.99398, "grad_norm": 4.3089, "time": 1.90475}
{"mode": "train", "epoch": 24, "iter": 400, "lr": 0.002, "memory": 10966, "data_time": 0.79299, "top1_acc": 0.47383, "top5_acc": 0.76172, "loss_cls": 2.01356, "loss": 2.01356, "grad_norm": 4.32533, "time": 2.10676}
{"mode": "train", "epoch": 24, "iter": 420, "lr": 0.002, "memory": 10966, "data_time": 0.12104, "top1_acc": 0.47617, "top5_acc": 0.76602, "loss_cls": 2.02159, "loss": 2.02159, "grad_norm": 4.4237, "time": 2.11016}
{"mode": "train", "epoch": 24, "iter": 440, "lr": 0.002, "memory": 10966, "data_time": 0.00318, "top1_acc": 0.47812, "top5_acc": 0.75703, "loss_cls": 1.99728, "loss": 1.99728, "grad_norm": 4.29541, "time": 2.01384}
{"mode": "train", "epoch": 24, "iter": 460, "lr": 0.002, "memory": 10966, "data_time": 0.1444, "top1_acc": 0.45625, "top5_acc": 0.75664, "loss_cls": 2.04638, "loss": 2.04638, "grad_norm": 4.41911, "time": 1.95944}
{"mode": "train", "epoch": 24, "iter": 480, "lr": 0.002, "memory": 10966, "data_time": 0.70505, "top1_acc": 0.48203, "top5_acc": 0.77344, "loss_cls": 1.97847, "loss": 1.97847, "grad_norm": 4.29324, "time": 2.08975}
{"mode": "train", "epoch": 24, "iter": 500, "lr": 0.002, "memory": 10966, "data_time": 0.6518, "top1_acc": 0.48203, "top5_acc": 0.76836, "loss_cls": 1.98566, "loss": 1.98566, "grad_norm": 4.2746, "time": 1.9783}
{"mode": "train", "epoch": 24, "iter": 520, "lr": 0.002, "memory": 10966, "data_time": 0.06686, "top1_acc": 0.51562, "top5_acc": 0.78867, "loss_cls": 1.90279, "loss": 1.90279, "grad_norm": 4.23962, "time": 2.13654}
{"mode": "train", "epoch": 24, "iter": 540, "lr": 0.002, "memory": 10966, "data_time": 0.001, "top1_acc": 0.47969, "top5_acc": 0.77578, "loss_cls": 1.95763, "loss": 1.95763, "grad_norm": 4.30492, "time": 2.06632}
{"mode": "train", "epoch": 24, "iter": 560, "lr": 0.002, "memory": 10966, "data_time": 0.00487, "top1_acc": 0.50313, "top5_acc": 0.77539, "loss_cls": 1.93796, "loss": 1.93796, "grad_norm": 4.30318, "time": 1.93328}
{"mode": "train", "epoch": 24, "iter": 580, "lr": 0.002, "memory": 10966, "data_time": 0.16311, "top1_acc": 0.47812, "top5_acc": 0.77305, "loss_cls": 1.96529, "loss": 1.96529, "grad_norm": 4.30303, "time": 1.98121}
{"mode": "train", "epoch": 24, "iter": 600, "lr": 0.002, "memory": 10966, "data_time": 0.22573, "top1_acc": 0.475, "top5_acc": 0.75586, "loss_cls": 2.01235, "loss": 2.01235, "grad_norm": 4.36355, "time": 2.16942}
{"mode": "train", "epoch": 24, "iter": 620, "lr": 0.002, "memory": 10966, "data_time": 0.01415, "top1_acc": 0.4918, "top5_acc": 0.76562, "loss_cls": 1.98996, "loss": 1.98996, "grad_norm": 4.27149, "time": 2.00209}
{"mode": "train", "epoch": 24, "iter": 640, "lr": 0.002, "memory": 10966, "data_time": 0.00372, "top1_acc": 0.46953, "top5_acc": 0.77461, "loss_cls": 1.99171, "loss": 1.99171, "grad_norm": 4.31948, "time": 2.01915}
{"mode": "train", "epoch": 24, "iter": 660, "lr": 0.002, "memory": 10966, "data_time": 0.62498, "top1_acc": 0.48633, "top5_acc": 0.77227, "loss_cls": 1.97332, "loss": 1.97332, "grad_norm": 4.25088, "time": 1.91319}
{"mode": "train", "epoch": 24, "iter": 680, "lr": 0.002, "memory": 10966, "data_time": 0.25134, "top1_acc": 0.49961, "top5_acc": 0.7832, "loss_cls": 1.92142, "loss": 1.92142, "grad_norm": 4.10546, "time": 2.13861}
{"mode": "train", "epoch": 24, "iter": 700, "lr": 0.002, "memory": 10966, "data_time": 0.00152, "top1_acc": 0.48359, "top5_acc": 0.7625, "loss_cls": 1.99843, "loss": 1.99843, "grad_norm": 4.33284, "time": 2.09278}
{"mode": "train", "epoch": 24, "iter": 720, "lr": 0.002, "memory": 10966, "data_time": 0.06593, "top1_acc": 0.48047, "top5_acc": 0.76719, "loss_cls": 1.99088, "loss": 1.99088, "grad_norm": 4.29412, "time": 1.97331}
{"mode": "train", "epoch": 24, "iter": 740, "lr": 0.002, "memory": 10966, "data_time": 0.13861, "top1_acc": 0.47266, "top5_acc": 0.7625, "loss_cls": 2.00083, "loss": 2.00083, "grad_norm": 4.30638, "time": 2.21385}
{"mode": "train", "epoch": 24, "iter": 760, "lr": 0.002, "memory": 10966, "data_time": 0.00588, "top1_acc": 0.49062, "top5_acc": 0.76445, "loss_cls": 1.96948, "loss": 1.96948, "grad_norm": 4.32691, "time": 1.99518}
{"mode": "train", "epoch": 24, "iter": 780, "lr": 0.002, "memory": 10966, "data_time": 0.75723, "top1_acc": 0.48477, "top5_acc": 0.77656, "loss_cls": 1.93076, "loss": 1.93076, "grad_norm": 4.25537, "time": 2.13366}
{"mode": "train", "epoch": 24, "iter": 800, "lr": 0.002, "memory": 10966, "data_time": 0.24602, "top1_acc": 0.47617, "top5_acc": 0.7625, "loss_cls": 1.99989, "loss": 1.99989, "grad_norm": 4.37801, "time": 1.98197}
{"mode": "train", "epoch": 24, "iter": 820, "lr": 0.002, "memory": 10966, "data_time": 0.03985, "top1_acc": 0.475, "top5_acc": 0.76953, "loss_cls": 1.99712, "loss": 1.99712, "grad_norm": 4.34373, "time": 1.97795}
{"mode": "train", "epoch": 24, "iter": 840, "lr": 0.002, "memory": 10966, "data_time": 0.0031, "top1_acc": 0.48438, "top5_acc": 0.76758, "loss_cls": 1.98188, "loss": 1.98188, "grad_norm": 4.32608, "time": 2.16535}
{"mode": "train", "epoch": 24, "iter": 860, "lr": 0.002, "memory": 10966, "data_time": 0.00512, "top1_acc": 0.48477, "top5_acc": 0.77227, "loss_cls": 1.97994, "loss": 1.97994, "grad_norm": 4.31395, "time": 1.93928}
{"mode": "train", "epoch": 24, "iter": 880, "lr": 0.002, "memory": 10966, "data_time": 0.00224, "top1_acc": 0.46875, "top5_acc": 0.76055, "loss_cls": 2.04873, "loss": 2.04873, "grad_norm": 4.48009, "time": 2.16895}
{"mode": "train", "epoch": 24, "iter": 900, "lr": 0.002, "memory": 10966, "data_time": 0.02851, "top1_acc": 0.48867, "top5_acc": 0.77422, "loss_cls": 1.95506, "loss": 1.95506, "grad_norm": 4.30387, "time": 2.04628}
{"mode": "train", "epoch": 24, "iter": 920, "lr": 0.002, "memory": 10966, "data_time": 0.21243, "top1_acc": 0.47461, "top5_acc": 0.76914, "loss_cls": 1.97549, "loss": 1.97549, "grad_norm": 4.30184, "time": 2.05337}
{"mode": "train", "epoch": 24, "iter": 940, "lr": 0.002, "memory": 10966, "data_time": 0.14219, "top1_acc": 0.49766, "top5_acc": 0.78594, "loss_cls": 1.93953, "loss": 1.93953, "grad_norm": 4.3199, "time": 2.20695}
{"mode": "train", "epoch": 24, "iter": 960, "lr": 0.002, "memory": 10966, "data_time": 0.1729, "top1_acc": 0.48633, "top5_acc": 0.76641, "loss_cls": 1.98216, "loss": 1.98216, "grad_norm": 4.23737, "time": 1.93892}
{"mode": "train", "epoch": 24, "iter": 980, "lr": 0.002, "memory": 10966, "data_time": 0.00396, "top1_acc": 0.46523, "top5_acc": 0.7543, "loss_cls": 2.05237, "loss": 2.05237, "grad_norm": 4.36226, "time": 2.05852}
{"mode": "train", "epoch": 24, "iter": 1000, "lr": 0.002, "memory": 10966, "data_time": 0.19592, "top1_acc": 0.47695, "top5_acc": 0.77227, "loss_cls": 1.97485, "loss": 1.97485, "grad_norm": 4.38212, "time": 1.94466}
{"mode": "train", "epoch": 24, "iter": 1020, "lr": 0.002, "memory": 10966, "data_time": 0.00305, "top1_acc": 0.49492, "top5_acc": 0.78281, "loss_cls": 1.94274, "loss": 1.94274, "grad_norm": 4.23887, "time": 2.20099}
{"mode": "train", "epoch": 24, "iter": 1040, "lr": 0.002, "memory": 10966, "data_time": 0.02033, "top1_acc": 0.49531, "top5_acc": 0.77773, "loss_cls": 1.92831, "loss": 1.92831, "grad_norm": 4.31565, "time": 1.94112}
{"mode": "train", "epoch": 24, "iter": 1060, "lr": 0.002, "memory": 10966, "data_time": 0.00186, "top1_acc": 0.48555, "top5_acc": 0.77148, "loss_cls": 1.95959, "loss": 1.95959, "grad_norm": 4.34167, "time": 2.13901}
{"mode": "train", "epoch": 24, "iter": 1080, "lr": 0.002, "memory": 10966, "data_time": 0.00523, "top1_acc": 0.4875, "top5_acc": 0.76641, "loss_cls": 1.97846, "loss": 1.97846, "grad_norm": 4.36839, "time": 2.19061}
{"mode": "train", "epoch": 24, "iter": 1100, "lr": 0.002, "memory": 10966, "data_time": 0.08692, "top1_acc": 0.48789, "top5_acc": 0.77891, "loss_cls": 1.95285, "loss": 1.95285, "grad_norm": 4.32052, "time": 1.96447}
{"mode": "train", "epoch": 24, "iter": 1120, "lr": 0.002, "memory": 10966, "data_time": 0.03417, "top1_acc": 0.48398, "top5_acc": 0.7707, "loss_cls": 1.95084, "loss": 1.95084, "grad_norm": 4.38831, "time": 1.90718}
{"mode": "train", "epoch": 24, "iter": 1140, "lr": 0.002, "memory": 10966, "data_time": 0.22285, "top1_acc": 0.4793, "top5_acc": 0.75508, "loss_cls": 2.04645, "loss": 2.04645, "grad_norm": 4.34632, "time": 2.14944}
{"mode": "train", "epoch": 24, "iter": 1160, "lr": 0.002, "memory": 10966, "data_time": 0.00352, "top1_acc": 0.5, "top5_acc": 0.76992, "loss_cls": 1.95144, "loss": 1.95144, "grad_norm": 4.31482, "time": 2.01888}
{"mode": "train", "epoch": 24, "iter": 1180, "lr": 0.002, "memory": 10966, "data_time": 0.00854, "top1_acc": 0.48984, "top5_acc": 0.7625, "loss_cls": 1.96866, "loss": 1.96866, "grad_norm": 4.3696, "time": 2.04755}
{"mode": "train", "epoch": 24, "iter": 1200, "lr": 0.002, "memory": 10966, "data_time": 0.00262, "top1_acc": 0.47734, "top5_acc": 0.77812, "loss_cls": 1.96302, "loss": 1.96302, "grad_norm": 4.36365, "time": 2.21634}
{"mode": "train", "epoch": 24, "iter": 1220, "lr": 0.002, "memory": 10966, "data_time": 0.00243, "top1_acc": 0.48711, "top5_acc": 0.76172, "loss_cls": 1.96194, "loss": 1.96194, "grad_norm": 4.31209, "time": 2.0079}
{"mode": "train", "epoch": 24, "iter": 1240, "lr": 0.002, "memory": 10966, "data_time": 0.22248, "top1_acc": 0.48242, "top5_acc": 0.76094, "loss_cls": 1.99447, "loss": 1.99447, "grad_norm": 4.51415, "time": 2.07615}
{"mode": "train", "epoch": 24, "iter": 1260, "lr": 0.002, "memory": 10966, "data_time": 0.02001, "top1_acc": 0.4875, "top5_acc": 0.77656, "loss_cls": 1.96833, "loss": 1.96833, "grad_norm": 4.32288, "time": 2.00522}
{"mode": "train", "epoch": 24, "iter": 1280, "lr": 0.002, "memory": 10966, "data_time": 0.00274, "top1_acc": 0.48789, "top5_acc": 0.77773, "loss_cls": 1.95632, "loss": 1.95632, "grad_norm": 4.31068, "time": 2.04122}
{"mode": "train", "epoch": 24, "iter": 1300, "lr": 0.002, "memory": 10966, "data_time": 1.0322, "top1_acc": 0.47852, "top5_acc": 0.76875, "loss_cls": 1.97807, "loss": 1.97807, "grad_norm": 4.39617, "time": 2.08732}
{"mode": "train", "epoch": 24, "iter": 1320, "lr": 0.002, "memory": 10966, "data_time": 1.24146, "top1_acc": 0.47579, "top5_acc": 0.75794, "loss_cls": 2.04143, "loss": 2.04143, "grad_norm": 4.44483, "time": 1.76089}
{"mode": "val", "epoch": 24, "iter": 1320, "lr": 0.002, "top1_acc": 0.31485, "top5_acc": 0.62114, "mean_class_accuracy": 0.24777}
{"mode": "train", "epoch": 25, "iter": 20, "lr": 0.002, "memory": 10966, "data_time": 4.46164, "top1_acc": 0.50273, "top5_acc": 0.78008, "loss_cls": 1.92038, "loss": 1.92038, "grad_norm": 4.29631, "time": 6.50957}
{"mode": "train", "epoch": 25, "iter": 40, "lr": 0.002, "memory": 10966, "data_time": 0.00873, "top1_acc": 0.49141, "top5_acc": 0.76914, "loss_cls": 1.99169, "loss": 1.99169, "grad_norm": 4.38785, "time": 2.05386}
{"mode": "train", "epoch": 25, "iter": 60, "lr": 0.002, "memory": 10966, "data_time": 0.01672, "top1_acc": 0.49375, "top5_acc": 0.77617, "loss_cls": 1.9275, "loss": 1.9275, "grad_norm": 4.29421, "time": 2.08819}
{"mode": "train", "epoch": 25, "iter": 80, "lr": 0.002, "memory": 10966, "data_time": 0.02682, "top1_acc": 0.4875, "top5_acc": 0.7793, "loss_cls": 1.94617, "loss": 1.94617, "grad_norm": 4.26655, "time": 2.03832}
{"mode": "train", "epoch": 25, "iter": 100, "lr": 0.002, "memory": 10966, "data_time": 0.00476, "top1_acc": 0.48594, "top5_acc": 0.75977, "loss_cls": 1.99083, "loss": 1.99083, "grad_norm": 4.41399, "time": 2.00976}
{"mode": "train", "epoch": 25, "iter": 120, "lr": 0.002, "memory": 10966, "data_time": 0.00231, "top1_acc": 0.49844, "top5_acc": 0.78672, "loss_cls": 1.9125, "loss": 1.9125, "grad_norm": 4.31053, "time": 2.20512}
{"mode": "train", "epoch": 25, "iter": 140, "lr": 0.002, "memory": 10966, "data_time": 0.18909, "top1_acc": 0.48906, "top5_acc": 0.775, "loss_cls": 1.93527, "loss": 1.93527, "grad_norm": 4.47516, "time": 1.91015}
{"mode": "train", "epoch": 25, "iter": 160, "lr": 0.002, "memory": 10966, "data_time": 0.83467, "top1_acc": 0.49609, "top5_acc": 0.78164, "loss_cls": 1.90972, "loss": 1.90972, "grad_norm": 4.33142, "time": 2.08648}
{"mode": "train", "epoch": 25, "iter": 180, "lr": 0.002, "memory": 10966, "data_time": 0.4769, "top1_acc": 0.4918, "top5_acc": 0.78711, "loss_cls": 1.91104, "loss": 1.91104, "grad_norm": 4.32239, "time": 2.0577}
{"mode": "train", "epoch": 25, "iter": 200, "lr": 0.002, "memory": 10966, "data_time": 0.36976, "top1_acc": 0.48477, "top5_acc": 0.78203, "loss_cls": 1.91479, "loss": 1.91479, "grad_norm": 4.38302, "time": 2.0655}
{"mode": "train", "epoch": 25, "iter": 220, "lr": 0.002, "memory": 10966, "data_time": 1.13146, "top1_acc": 0.48867, "top5_acc": 0.77539, "loss_cls": 1.95661, "loss": 1.95661, "grad_norm": 4.3432, "time": 2.02171}
{"mode": "train", "epoch": 25, "iter": 240, "lr": 0.002, "memory": 10966, "data_time": 0.08701, "top1_acc": 0.49375, "top5_acc": 0.78242, "loss_cls": 1.91766, "loss": 1.91766, "grad_norm": 4.31316, "time": 2.07443}
{"mode": "train", "epoch": 25, "iter": 260, "lr": 0.002, "memory": 10966, "data_time": 0.34106, "top1_acc": 0.49336, "top5_acc": 0.77812, "loss_cls": 1.91131, "loss": 1.91131, "grad_norm": 4.29994, "time": 1.99879}
{"mode": "train", "epoch": 25, "iter": 280, "lr": 0.002, "memory": 10966, "data_time": 0.039, "top1_acc": 0.48242, "top5_acc": 0.77578, "loss_cls": 1.96852, "loss": 1.96852, "grad_norm": 4.38082, "time": 2.07508}
{"mode": "train", "epoch": 25, "iter": 300, "lr": 0.002, "memory": 10966, "data_time": 0.20581, "top1_acc": 0.50117, "top5_acc": 0.78008, "loss_cls": 1.92563, "loss": 1.92563, "grad_norm": 4.31788, "time": 2.05888}
{"mode": "train", "epoch": 25, "iter": 320, "lr": 0.002, "memory": 10966, "data_time": 1.09404, "top1_acc": 0.48945, "top5_acc": 0.78008, "loss_cls": 1.91076, "loss": 1.91076, "grad_norm": 4.35183, "time": 2.02592}
{"mode": "train", "epoch": 25, "iter": 340, "lr": 0.002, "memory": 10966, "data_time": 0.25826, "top1_acc": 0.48828, "top5_acc": 0.77695, "loss_cls": 1.92168, "loss": 1.92168, "grad_norm": 4.35381, "time": 2.16782}
{"mode": "train", "epoch": 25, "iter": 360, "lr": 0.002, "memory": 10966, "data_time": 0.56045, "top1_acc": 0.48008, "top5_acc": 0.77383, "loss_cls": 1.96329, "loss": 1.96329, "grad_norm": 4.42304, "time": 2.07026}
{"mode": "train", "epoch": 25, "iter": 380, "lr": 0.002, "memory": 10966, "data_time": 1.14341, "top1_acc": 0.47305, "top5_acc": 0.77188, "loss_cls": 1.98502, "loss": 1.98502, "grad_norm": 4.48585, "time": 1.93317}
{"mode": "train", "epoch": 25, "iter": 400, "lr": 0.002, "memory": 10966, "data_time": 0.80595, "top1_acc": 0.51133, "top5_acc": 0.78047, "loss_cls": 1.92072, "loss": 1.92072, "grad_norm": 4.37727, "time": 2.07105}
{"mode": "train", "epoch": 25, "iter": 420, "lr": 0.002, "memory": 10966, "data_time": 0.01251, "top1_acc": 0.48789, "top5_acc": 0.76406, "loss_cls": 1.9916, "loss": 1.9916, "grad_norm": 4.43608, "time": 2.10275}
{"mode": "train", "epoch": 25, "iter": 440, "lr": 0.002, "memory": 10966, "data_time": 0.0017, "top1_acc": 0.48516, "top5_acc": 0.77461, "loss_cls": 1.95572, "loss": 1.95572, "grad_norm": 4.42076, "time": 1.98249}
{"mode": "train", "epoch": 25, "iter": 460, "lr": 0.002, "memory": 10966, "data_time": 0.15308, "top1_acc": 0.49492, "top5_acc": 0.76562, "loss_cls": 1.96403, "loss": 1.96403, "grad_norm": 4.39672, "time": 2.0804}
{"mode": "train", "epoch": 25, "iter": 480, "lr": 0.002, "memory": 10966, "data_time": 0.37153, "top1_acc": 0.5043, "top5_acc": 0.78555, "loss_cls": 1.89557, "loss": 1.89557, "grad_norm": 4.34937, "time": 2.02799}
{"mode": "train", "epoch": 25, "iter": 500, "lr": 0.002, "memory": 10966, "data_time": 0.18064, "top1_acc": 0.48828, "top5_acc": 0.77812, "loss_cls": 1.94975, "loss": 1.94975, "grad_norm": 4.3659, "time": 1.98269}
{"mode": "train", "epoch": 25, "iter": 520, "lr": 0.002, "memory": 10966, "data_time": 0.20843, "top1_acc": 0.48711, "top5_acc": 0.77539, "loss_cls": 1.95321, "loss": 1.95321, "grad_norm": 4.36055, "time": 2.19605}
{"mode": "train", "epoch": 25, "iter": 540, "lr": 0.002, "memory": 10966, "data_time": 0.0022, "top1_acc": 0.4793, "top5_acc": 0.7668, "loss_cls": 1.98463, "loss": 1.98463, "grad_norm": 4.43265, "time": 1.99539}
{"mode": "train", "epoch": 25, "iter": 560, "lr": 0.002, "memory": 10966, "data_time": 0.19468, "top1_acc": 0.49141, "top5_acc": 0.77773, "loss_cls": 1.93194, "loss": 1.93194, "grad_norm": 4.37426, "time": 2.1524}
{"mode": "train", "epoch": 25, "iter": 580, "lr": 0.002, "memory": 10966, "data_time": 0.10179, "top1_acc": 0.49336, "top5_acc": 0.78672, "loss_cls": 1.92676, "loss": 1.92676, "grad_norm": 4.4054, "time": 1.9414}
{"mode": "train", "epoch": 25, "iter": 600, "lr": 0.002, "memory": 10966, "data_time": 0.96203, "top1_acc": 0.49922, "top5_acc": 0.78516, "loss_cls": 1.89567, "loss": 1.89567, "grad_norm": 4.36007, "time": 2.09003}
{"mode": "train", "epoch": 25, "iter": 620, "lr": 0.002, "memory": 10966, "data_time": 0.9398, "top1_acc": 0.48125, "top5_acc": 0.76953, "loss_cls": 1.99731, "loss": 1.99731, "grad_norm": 4.48204, "time": 2.10664}
{"mode": "train", "epoch": 25, "iter": 640, "lr": 0.002, "memory": 10966, "data_time": 0.12998, "top1_acc": 0.48555, "top5_acc": 0.77109, "loss_cls": 1.97431, "loss": 1.97431, "grad_norm": 4.59272, "time": 1.96209}
{"mode": "train", "epoch": 25, "iter": 660, "lr": 0.002, "memory": 10966, "data_time": 0.08433, "top1_acc": 0.4875, "top5_acc": 0.77422, "loss_cls": 1.94773, "loss": 1.94773, "grad_norm": 4.45793, "time": 2.09352}
{"mode": "train", "epoch": 25, "iter": 680, "lr": 0.002, "memory": 10966, "data_time": 0.02152, "top1_acc": 0.48438, "top5_acc": 0.77148, "loss_cls": 1.9615, "loss": 1.9615, "grad_norm": 4.43995, "time": 2.08102}
{"mode": "train", "epoch": 25, "iter": 700, "lr": 0.002, "memory": 10966, "data_time": 0.00234, "top1_acc": 0.49336, "top5_acc": 0.76836, "loss_cls": 1.96898, "loss": 1.96898, "grad_norm": 4.42545, "time": 2.0419}
{"mode": "train", "epoch": 25, "iter": 720, "lr": 0.002, "memory": 10966, "data_time": 0.00592, "top1_acc": 0.4707, "top5_acc": 0.77227, "loss_cls": 1.96617, "loss": 1.96617, "grad_norm": 4.54498, "time": 2.05092}
{"mode": "train", "epoch": 25, "iter": 740, "lr": 0.002, "memory": 10966, "data_time": 0.00805, "top1_acc": 0.47734, "top5_acc": 0.77227, "loss_cls": 1.96954, "loss": 1.96954, "grad_norm": 4.49496, "time": 2.06563}
{"mode": "train", "epoch": 25, "iter": 760, "lr": 0.002, "memory": 10966, "data_time": 0.07946, "top1_acc": 0.48398, "top5_acc": 0.76953, "loss_cls": 1.98605, "loss": 1.98605, "grad_norm": 4.6046, "time": 2.01751}
{"mode": "train", "epoch": 25, "iter": 780, "lr": 0.002, "memory": 10966, "data_time": 0.00263, "top1_acc": 0.47734, "top5_acc": 0.77539, "loss_cls": 1.97366, "loss": 1.97366, "grad_norm": 4.50493, "time": 2.12963}
{"mode": "train", "epoch": 25, "iter": 800, "lr": 0.002, "memory": 10966, "data_time": 0.18458, "top1_acc": 0.46719, "top5_acc": 0.76602, "loss_cls": 1.99964, "loss": 1.99964, "grad_norm": 4.47726, "time": 1.99437}
{"mode": "train", "epoch": 25, "iter": 820, "lr": 0.002, "memory": 10966, "data_time": 0.1008, "top1_acc": 0.48828, "top5_acc": 0.77383, "loss_cls": 1.95848, "loss": 1.95848, "grad_norm": 4.45603, "time": 2.06991}
{"mode": "train", "epoch": 25, "iter": 840, "lr": 0.002, "memory": 10966, "data_time": 0.00383, "top1_acc": 0.49102, "top5_acc": 0.76367, "loss_cls": 1.97687, "loss": 1.97687, "grad_norm": 4.47404, "time": 2.06058}
{"mode": "train", "epoch": 25, "iter": 860, "lr": 0.002, "memory": 10966, "data_time": 0.00238, "top1_acc": 0.48711, "top5_acc": 0.7668, "loss_cls": 1.97663, "loss": 1.97663, "grad_norm": 4.45141, "time": 2.09667}
{"mode": "train", "epoch": 25, "iter": 880, "lr": 0.002, "memory": 10966, "data_time": 0.00657, "top1_acc": 0.49531, "top5_acc": 0.78398, "loss_cls": 1.93294, "loss": 1.93294, "grad_norm": 4.45265, "time": 2.10838}
{"mode": "train", "epoch": 25, "iter": 900, "lr": 0.002, "memory": 10966, "data_time": 0.01778, "top1_acc": 0.49805, "top5_acc": 0.77344, "loss_cls": 1.92395, "loss": 1.92395, "grad_norm": 4.38986, "time": 2.05513}
{"mode": "train", "epoch": 25, "iter": 920, "lr": 0.002, "memory": 10966, "data_time": 0.01126, "top1_acc": 0.48203, "top5_acc": 0.77539, "loss_cls": 1.96608, "loss": 1.96608, "grad_norm": 4.31708, "time": 2.11195}
{"mode": "train", "epoch": 25, "iter": 940, "lr": 0.002, "memory": 10966, "data_time": 0.03665, "top1_acc": 0.50117, "top5_acc": 0.78477, "loss_cls": 1.91502, "loss": 1.91502, "grad_norm": 4.39516, "time": 2.03885}
{"mode": "train", "epoch": 25, "iter": 960, "lr": 0.002, "memory": 10966, "data_time": 0.00405, "top1_acc": 0.50391, "top5_acc": 0.76328, "loss_cls": 1.9572, "loss": 1.9572, "grad_norm": 4.499, "time": 2.07101}
{"mode": "train", "epoch": 25, "iter": 980, "lr": 0.002, "memory": 10966, "data_time": 0.06396, "top1_acc": 0.49766, "top5_acc": 0.77031, "loss_cls": 1.91977, "loss": 1.91977, "grad_norm": 4.42659, "time": 2.01503}
{"mode": "train", "epoch": 25, "iter": 1000, "lr": 0.002, "memory": 10966, "data_time": 0.18141, "top1_acc": 0.47617, "top5_acc": 0.75859, "loss_cls": 2.04176, "loss": 2.04176, "grad_norm": 4.51669, "time": 2.1188}
{"mode": "train", "epoch": 25, "iter": 1020, "lr": 0.002, "memory": 10966, "data_time": 0.01434, "top1_acc": 0.4957, "top5_acc": 0.78242, "loss_cls": 1.91435, "loss": 1.91435, "grad_norm": 4.41536, "time": 1.92778}
{"mode": "train", "epoch": 25, "iter": 1040, "lr": 0.002, "memory": 10966, "data_time": 0.31197, "top1_acc": 0.48984, "top5_acc": 0.77109, "loss_cls": 1.92368, "loss": 1.92368, "grad_norm": 4.45462, "time": 2.18196}
{"mode": "train", "epoch": 25, "iter": 1060, "lr": 0.002, "memory": 10966, "data_time": 0.00339, "top1_acc": 0.49844, "top5_acc": 0.76367, "loss_cls": 1.94224, "loss": 1.94224, "grad_norm": 4.42817, "time": 2.13292}
{"mode": "train", "epoch": 25, "iter": 1080, "lr": 0.002, "memory": 10966, "data_time": 0.25214, "top1_acc": 0.48828, "top5_acc": 0.78359, "loss_cls": 1.9158, "loss": 1.9158, "grad_norm": 4.47224, "time": 1.97892}
{"mode": "train", "epoch": 25, "iter": 1100, "lr": 0.002, "memory": 10966, "data_time": 0.00465, "top1_acc": 0.48359, "top5_acc": 0.76055, "loss_cls": 2.01017, "loss": 2.01017, "grad_norm": 4.54679, "time": 2.12213}
{"mode": "train", "epoch": 25, "iter": 1120, "lr": 0.002, "memory": 10966, "data_time": 0.0078, "top1_acc": 0.50273, "top5_acc": 0.76992, "loss_cls": 1.94928, "loss": 1.94928, "grad_norm": 4.5106, "time": 1.93831}
{"mode": "train", "epoch": 25, "iter": 1140, "lr": 0.002, "memory": 10966, "data_time": 0.00416, "top1_acc": 0.49648, "top5_acc": 0.77344, "loss_cls": 1.96229, "loss": 1.96229, "grad_norm": 4.52068, "time": 2.1424}
{"mode": "train", "epoch": 25, "iter": 1160, "lr": 0.002, "memory": 10966, "data_time": 0.00504, "top1_acc": 0.48789, "top5_acc": 0.76875, "loss_cls": 1.97705, "loss": 1.97705, "grad_norm": 4.58337, "time": 2.0}
{"mode": "train", "epoch": 25, "iter": 1180, "lr": 0.002, "memory": 10966, "data_time": 0.14165, "top1_acc": 0.49492, "top5_acc": 0.77617, "loss_cls": 1.95103, "loss": 1.95103, "grad_norm": 4.44812, "time": 2.11149}
{"mode": "train", "epoch": 25, "iter": 1200, "lr": 0.002, "memory": 10966, "data_time": 0.07471, "top1_acc": 0.48477, "top5_acc": 0.77344, "loss_cls": 1.92199, "loss": 1.92199, "grad_norm": 4.44358, "time": 2.04428}
{"mode": "train", "epoch": 25, "iter": 1220, "lr": 0.002, "memory": 10966, "data_time": 0.01279, "top1_acc": 0.49297, "top5_acc": 0.77344, "loss_cls": 1.93955, "loss": 1.93955, "grad_norm": 4.45761, "time": 2.03556}
{"mode": "train", "epoch": 25, "iter": 1240, "lr": 0.002, "memory": 10966, "data_time": 0.00463, "top1_acc": 0.47148, "top5_acc": 0.76016, "loss_cls": 1.9994, "loss": 1.9994, "grad_norm": 4.62765, "time": 2.04221}
{"mode": "train", "epoch": 25, "iter": 1260, "lr": 0.002, "memory": 10966, "data_time": 0.04185, "top1_acc": 0.49922, "top5_acc": 0.7875, "loss_cls": 1.89396, "loss": 1.89396, "grad_norm": 4.46174, "time": 2.04158}
{"mode": "train", "epoch": 25, "iter": 1280, "lr": 0.002, "memory": 10966, "data_time": 0.70976, "top1_acc": 0.48516, "top5_acc": 0.77812, "loss_cls": 1.97184, "loss": 1.97184, "grad_norm": 4.43422, "time": 2.06675}
{"mode": "train", "epoch": 25, "iter": 1300, "lr": 0.002, "memory": 10966, "data_time": 0.4886, "top1_acc": 0.48359, "top5_acc": 0.77812, "loss_cls": 1.96294, "loss": 1.96294, "grad_norm": 4.56656, "time": 2.08033}
{"mode": "train", "epoch": 25, "iter": 1320, "lr": 0.002, "memory": 10966, "data_time": 0.07898, "top1_acc": 0.48214, "top5_acc": 0.77024, "loss_cls": 1.96758, "loss": 1.96758, "grad_norm": 4.51919, "time": 1.76837}
{"mode": "val", "epoch": 25, "iter": 1320, "lr": 0.002, "top1_acc": 0.32175, "top5_acc": 0.62546, "mean_class_accuracy": 0.25647}
{"mode": "train", "epoch": 26, "iter": 20, "lr": 0.002, "memory": 10966, "data_time": 6.30669, "top1_acc": 0.49141, "top5_acc": 0.78164, "loss_cls": 1.91906, "loss": 1.91906, "grad_norm": 4.37874, "time": 7.00948}
{"mode": "train", "epoch": 26, "iter": 40, "lr": 0.002, "memory": 10966, "data_time": 0.60998, "top1_acc": 0.51133, "top5_acc": 0.78125, "loss_cls": 1.89299, "loss": 1.89299, "grad_norm": 4.41524, "time": 2.06569}
{"mode": "train", "epoch": 26, "iter": 60, "lr": 0.002, "memory": 10966, "data_time": 0.48488, "top1_acc": 0.50391, "top5_acc": 0.79141, "loss_cls": 1.88262, "loss": 1.88262, "grad_norm": 4.45799, "time": 1.97287}
{"mode": "train", "epoch": 26, "iter": 80, "lr": 0.002, "memory": 10966, "data_time": 0.01788, "top1_acc": 0.48945, "top5_acc": 0.77852, "loss_cls": 1.92304, "loss": 1.92304, "grad_norm": 4.52618, "time": 2.18211}
{"mode": "train", "epoch": 26, "iter": 100, "lr": 0.002, "memory": 10966, "data_time": 0.01099, "top1_acc": 0.48555, "top5_acc": 0.775, "loss_cls": 1.96917, "loss": 1.96917, "grad_norm": 4.63521, "time": 1.91704}
{"mode": "train", "epoch": 26, "iter": 120, "lr": 0.002, "memory": 10966, "data_time": 0.01809, "top1_acc": 0.49727, "top5_acc": 0.77109, "loss_cls": 1.92851, "loss": 1.92851, "grad_norm": 4.53631, "time": 2.07664}
{"mode": "train", "epoch": 26, "iter": 140, "lr": 0.002, "memory": 10966, "data_time": 0.06237, "top1_acc": 0.50234, "top5_acc": 0.78516, "loss_cls": 1.91324, "loss": 1.91324, "grad_norm": 4.57014, "time": 1.98854}
{"mode": "train", "epoch": 26, "iter": 160, "lr": 0.002, "memory": 10966, "data_time": 0.27725, "top1_acc": 0.49844, "top5_acc": 0.79023, "loss_cls": 1.85753, "loss": 1.85753, "grad_norm": 4.35171, "time": 2.02354}
{"mode": "train", "epoch": 26, "iter": 180, "lr": 0.002, "memory": 10966, "data_time": 0.00551, "top1_acc": 0.49453, "top5_acc": 0.775, "loss_cls": 1.91055, "loss": 1.91055, "grad_norm": 4.49906, "time": 2.02189}
{"mode": "train", "epoch": 26, "iter": 200, "lr": 0.002, "memory": 10966, "data_time": 0.00729, "top1_acc": 0.51719, "top5_acc": 0.80273, "loss_cls": 1.83882, "loss": 1.83882, "grad_norm": 4.45226, "time": 2.17597}
{"mode": "train", "epoch": 26, "iter": 220, "lr": 0.002, "memory": 10966, "data_time": 0.52163, "top1_acc": 0.4918, "top5_acc": 0.76914, "loss_cls": 1.96271, "loss": 1.96271, "grad_norm": 4.47707, "time": 1.9707}
{"mode": "train", "epoch": 26, "iter": 240, "lr": 0.002, "memory": 10966, "data_time": 0.14915, "top1_acc": 0.49453, "top5_acc": 0.77031, "loss_cls": 1.979, "loss": 1.979, "grad_norm": 4.61578, "time": 2.01084}
{"mode": "train", "epoch": 26, "iter": 260, "lr": 0.002, "memory": 10966, "data_time": 0.45931, "top1_acc": 0.49453, "top5_acc": 0.79141, "loss_cls": 1.90196, "loss": 1.90196, "grad_norm": 4.51783, "time": 2.03332}
{"mode": "train", "epoch": 26, "iter": 280, "lr": 0.002, "memory": 10966, "data_time": 0.00456, "top1_acc": 0.49453, "top5_acc": 0.78398, "loss_cls": 1.91043, "loss": 1.91043, "grad_norm": 4.39684, "time": 2.08262}
{"mode": "train", "epoch": 26, "iter": 300, "lr": 0.002, "memory": 10966, "data_time": 0.00417, "top1_acc": 0.50117, "top5_acc": 0.78516, "loss_cls": 1.90344, "loss": 1.90344, "grad_norm": 4.47222, "time": 1.98538}
{"mode": "train", "epoch": 26, "iter": 320, "lr": 0.002, "memory": 10966, "data_time": 0.04655, "top1_acc": 0.48359, "top5_acc": 0.76016, "loss_cls": 2.01872, "loss": 2.01872, "grad_norm": 4.68265, "time": 2.08822}
{"mode": "train", "epoch": 26, "iter": 340, "lr": 0.002, "memory": 10966, "data_time": 0.099, "top1_acc": 0.48438, "top5_acc": 0.7668, "loss_cls": 1.96266, "loss": 1.96266, "grad_norm": 4.52177, "time": 1.94144}
{"mode": "train", "epoch": 26, "iter": 360, "lr": 0.002, "memory": 10966, "data_time": 0.16807, "top1_acc": 0.50039, "top5_acc": 0.79023, "loss_cls": 1.89407, "loss": 1.89407, "grad_norm": 4.49323, "time": 2.08423}
{"mode": "train", "epoch": 26, "iter": 380, "lr": 0.002, "memory": 10966, "data_time": 0.00745, "top1_acc": 0.47656, "top5_acc": 0.7793, "loss_cls": 1.94585, "loss": 1.94585, "grad_norm": 4.63266, "time": 2.19652}
{"mode": "train", "epoch": 26, "iter": 400, "lr": 0.002, "memory": 10966, "data_time": 0.00583, "top1_acc": 0.50195, "top5_acc": 0.79531, "loss_cls": 1.86485, "loss": 1.86485, "grad_norm": 4.42723, "time": 2.03541}
{"mode": "train", "epoch": 26, "iter": 420, "lr": 0.002, "memory": 10966, "data_time": 0.00468, "top1_acc": 0.48359, "top5_acc": 0.775, "loss_cls": 1.93444, "loss": 1.93444, "grad_norm": 4.54565, "time": 2.08528}
{"mode": "train", "epoch": 26, "iter": 440, "lr": 0.002, "memory": 10966, "data_time": 0.00349, "top1_acc": 0.50508, "top5_acc": 0.79727, "loss_cls": 1.88259, "loss": 1.88259, "grad_norm": 4.47777, "time": 2.08851}
{"mode": "train", "epoch": 26, "iter": 460, "lr": 0.002, "memory": 10966, "data_time": 0.08599, "top1_acc": 0.48828, "top5_acc": 0.78633, "loss_cls": 1.91463, "loss": 1.91463, "grad_norm": 4.53648, "time": 1.97338}
{"mode": "train", "epoch": 26, "iter": 480, "lr": 0.002, "memory": 10966, "data_time": 0.03629, "top1_acc": 0.49844, "top5_acc": 0.77812, "loss_cls": 1.92455, "loss": 1.92455, "grad_norm": 4.60331, "time": 2.05991}
{"mode": "train", "epoch": 26, "iter": 500, "lr": 0.002, "memory": 10966, "data_time": 0.17806, "top1_acc": 0.50234, "top5_acc": 0.78164, "loss_cls": 1.94822, "loss": 1.94822, "grad_norm": 4.62302, "time": 1.98384}
{"mode": "train", "epoch": 26, "iter": 520, "lr": 0.002, "memory": 10966, "data_time": 0.0049, "top1_acc": 0.49688, "top5_acc": 0.76289, "loss_cls": 1.96585, "loss": 1.96585, "grad_norm": 4.60204, "time": 2.05393}
{"mode": "train", "epoch": 26, "iter": 540, "lr": 0.002, "memory": 10966, "data_time": 0.43651, "top1_acc": 0.49688, "top5_acc": 0.78398, "loss_cls": 1.87443, "loss": 1.87443, "grad_norm": 4.45795, "time": 2.09946}
{"mode": "train", "epoch": 26, "iter": 560, "lr": 0.002, "memory": 10966, "data_time": 0.06443, "top1_acc": 0.48008, "top5_acc": 0.77148, "loss_cls": 1.96189, "loss": 1.96189, "grad_norm": 4.54262, "time": 1.97965}
{"mode": "train", "epoch": 26, "iter": 580, "lr": 0.002, "memory": 10966, "data_time": 1.27979, "top1_acc": 0.49453, "top5_acc": 0.77305, "loss_cls": 1.94768, "loss": 1.94768, "grad_norm": 4.58315, "time": 2.0519}
{"mode": "train", "epoch": 26, "iter": 600, "lr": 0.002, "memory": 10966, "data_time": 0.58173, "top1_acc": 0.50039, "top5_acc": 0.77969, "loss_cls": 1.89398, "loss": 1.89398, "grad_norm": 4.46934, "time": 2.035}
{"mode": "train", "epoch": 26, "iter": 620, "lr": 0.002, "memory": 10966, "data_time": 0.13274, "top1_acc": 0.50273, "top5_acc": 0.77422, "loss_cls": 1.94263, "loss": 1.94263, "grad_norm": 4.59409, "time": 2.03102}
{"mode": "train", "epoch": 26, "iter": 640, "lr": 0.002, "memory": 10966, "data_time": 0.24181, "top1_acc": 0.51289, "top5_acc": 0.77148, "loss_cls": 1.9428, "loss": 1.9428, "grad_norm": 4.53492, "time": 2.04271}
{"mode": "train", "epoch": 26, "iter": 660, "lr": 0.002, "memory": 10966, "data_time": 0.18444, "top1_acc": 0.48008, "top5_acc": 0.77969, "loss_cls": 1.9359, "loss": 1.9359, "grad_norm": 4.56516, "time": 2.07382}
{"mode": "train", "epoch": 26, "iter": 680, "lr": 0.002, "memory": 10966, "data_time": 0.70108, "top1_acc": 0.5, "top5_acc": 0.79336, "loss_cls": 1.87434, "loss": 1.87434, "grad_norm": 4.44909, "time": 2.05261}
{"mode": "train", "epoch": 26, "iter": 700, "lr": 0.002, "memory": 10966, "data_time": 0.07436, "top1_acc": 0.50977, "top5_acc": 0.78477, "loss_cls": 1.87712, "loss": 1.87712, "grad_norm": 4.53403, "time": 2.10498}
{"mode": "train", "epoch": 26, "iter": 720, "lr": 0.002, "memory": 10966, "data_time": 0.56994, "top1_acc": 0.51094, "top5_acc": 0.78203, "loss_cls": 1.91699, "loss": 1.91699, "grad_norm": 4.58545, "time": 2.09607}
{"mode": "train", "epoch": 26, "iter": 740, "lr": 0.002, "memory": 10966, "data_time": 0.00853, "top1_acc": 0.48242, "top5_acc": 0.76992, "loss_cls": 1.97178, "loss": 1.97178, "grad_norm": 4.70901, "time": 2.10536}
{"mode": "train", "epoch": 26, "iter": 760, "lr": 0.002, "memory": 10966, "data_time": 0.00743, "top1_acc": 0.50273, "top5_acc": 0.79062, "loss_cls": 1.88017, "loss": 1.88017, "grad_norm": 4.6149, "time": 2.01333}
{"mode": "train", "epoch": 26, "iter": 780, "lr": 0.002, "memory": 10966, "data_time": 0.11881, "top1_acc": 0.49102, "top5_acc": 0.78359, "loss_cls": 1.92009, "loss": 1.92009, "grad_norm": 4.624, "time": 2.07337}
{"mode": "train", "epoch": 26, "iter": 800, "lr": 0.002, "memory": 10966, "data_time": 0.1001, "top1_acc": 0.50234, "top5_acc": 0.78281, "loss_cls": 1.9244, "loss": 1.9244, "grad_norm": 4.52921, "time": 1.86809}
{"mode": "train", "epoch": 26, "iter": 820, "lr": 0.002, "memory": 10966, "data_time": 0.07832, "top1_acc": 0.50273, "top5_acc": 0.77969, "loss_cls": 1.89861, "loss": 1.89861, "grad_norm": 4.49534, "time": 2.18756}
{"mode": "train", "epoch": 26, "iter": 840, "lr": 0.002, "memory": 10966, "data_time": 0.00397, "top1_acc": 0.48984, "top5_acc": 0.78203, "loss_cls": 1.87742, "loss": 1.87742, "grad_norm": 4.50129, "time": 2.05574}
{"mode": "train", "epoch": 26, "iter": 860, "lr": 0.002, "memory": 10966, "data_time": 0.12416, "top1_acc": 0.5043, "top5_acc": 0.7793, "loss_cls": 1.92666, "loss": 1.92666, "grad_norm": 4.61639, "time": 1.97765}
{"mode": "train", "epoch": 26, "iter": 880, "lr": 0.002, "memory": 10966, "data_time": 0.56706, "top1_acc": 0.49453, "top5_acc": 0.76289, "loss_cls": 1.96362, "loss": 1.96362, "grad_norm": 4.62061, "time": 2.14109}
{"mode": "train", "epoch": 26, "iter": 900, "lr": 0.002, "memory": 10966, "data_time": 0.14185, "top1_acc": 0.49805, "top5_acc": 0.78047, "loss_cls": 1.92254, "loss": 1.92254, "grad_norm": 4.61366, "time": 2.03828}
{"mode": "train", "epoch": 26, "iter": 920, "lr": 0.002, "memory": 10966, "data_time": 0.71776, "top1_acc": 0.49922, "top5_acc": 0.77695, "loss_cls": 1.92387, "loss": 1.92387, "grad_norm": 4.51613, "time": 2.06113}
{"mode": "train", "epoch": 26, "iter": 940, "lr": 0.002, "memory": 10966, "data_time": 0.84003, "top1_acc": 0.48203, "top5_acc": 0.77812, "loss_cls": 1.97871, "loss": 1.97871, "grad_norm": 4.72541, "time": 2.00667}
{"mode": "train", "epoch": 26, "iter": 960, "lr": 0.002, "memory": 10966, "data_time": 0.24724, "top1_acc": 0.5043, "top5_acc": 0.78281, "loss_cls": 1.92346, "loss": 1.92346, "grad_norm": 4.54714, "time": 2.06083}
{"mode": "train", "epoch": 26, "iter": 980, "lr": 0.002, "memory": 10966, "data_time": 0.17087, "top1_acc": 0.48906, "top5_acc": 0.7707, "loss_cls": 1.93572, "loss": 1.93572, "grad_norm": 4.56028, "time": 1.96606}
{"mode": "train", "epoch": 26, "iter": 1000, "lr": 0.002, "memory": 10966, "data_time": 0.58727, "top1_acc": 0.47812, "top5_acc": 0.76758, "loss_cls": 1.99436, "loss": 1.99436, "grad_norm": 4.66518, "time": 2.13097}
{"mode": "train", "epoch": 26, "iter": 1020, "lr": 0.002, "memory": 10966, "data_time": 0.45423, "top1_acc": 0.48008, "top5_acc": 0.78672, "loss_cls": 1.9181, "loss": 1.9181, "grad_norm": 4.55683, "time": 2.07556}
{"mode": "train", "epoch": 26, "iter": 1040, "lr": 0.002, "memory": 10966, "data_time": 0.00213, "top1_acc": 0.50195, "top5_acc": 0.7875, "loss_cls": 1.88587, "loss": 1.88587, "grad_norm": 4.57107, "time": 2.22618}
{"mode": "train", "epoch": 26, "iter": 1060, "lr": 0.002, "memory": 10966, "data_time": 0.07265, "top1_acc": 0.4918, "top5_acc": 0.76836, "loss_cls": 1.92367, "loss": 1.92367, "grad_norm": 4.55986, "time": 2.16001}
{"mode": "train", "epoch": 26, "iter": 1080, "lr": 0.002, "memory": 10966, "data_time": 0.01008, "top1_acc": 0.48984, "top5_acc": 0.76133, "loss_cls": 1.95847, "loss": 1.95847, "grad_norm": 4.70057, "time": 1.89234}
{"mode": "train", "epoch": 26, "iter": 1100, "lr": 0.002, "memory": 10966, "data_time": 0.09452, "top1_acc": 0.48477, "top5_acc": 0.76719, "loss_cls": 1.97853, "loss": 1.97853, "grad_norm": 4.63902, "time": 2.07986}
{"mode": "train", "epoch": 26, "iter": 1120, "lr": 0.002, "memory": 10966, "data_time": 0.33906, "top1_acc": 0.50273, "top5_acc": 0.7875, "loss_cls": 1.9052, "loss": 1.9052, "grad_norm": 4.69944, "time": 2.04048}
{"mode": "train", "epoch": 26, "iter": 1140, "lr": 0.002, "memory": 10966, "data_time": 0.0162, "top1_acc": 0.50625, "top5_acc": 0.7832, "loss_cls": 1.90109, "loss": 1.90109, "grad_norm": 4.61452, "time": 2.04049}
{"mode": "train", "epoch": 26, "iter": 1160, "lr": 0.002, "memory": 10966, "data_time": 0.01956, "top1_acc": 0.50742, "top5_acc": 0.78906, "loss_cls": 1.89999, "loss": 1.89999, "grad_norm": 4.61297, "time": 2.06194}
{"mode": "train", "epoch": 26, "iter": 1180, "lr": 0.002, "memory": 10966, "data_time": 0.08472, "top1_acc": 0.48164, "top5_acc": 0.77617, "loss_cls": 1.94694, "loss": 1.94694, "grad_norm": 4.67711, "time": 2.05644}
{"mode": "train", "epoch": 26, "iter": 1200, "lr": 0.002, "memory": 10966, "data_time": 0.03621, "top1_acc": 0.48555, "top5_acc": 0.77852, "loss_cls": 1.91423, "loss": 1.91423, "grad_norm": 4.60517, "time": 2.08299}
{"mode": "train", "epoch": 26, "iter": 1220, "lr": 0.002, "memory": 10966, "data_time": 0.38748, "top1_acc": 0.49453, "top5_acc": 0.78906, "loss_cls": 1.87749, "loss": 1.87749, "grad_norm": 4.57913, "time": 2.09587}
{"mode": "train", "epoch": 26, "iter": 1240, "lr": 0.002, "memory": 10966, "data_time": 0.00336, "top1_acc": 0.50234, "top5_acc": 0.77148, "loss_cls": 1.91045, "loss": 1.91045, "grad_norm": 4.61412, "time": 2.02206}
{"mode": "train", "epoch": 26, "iter": 1260, "lr": 0.002, "memory": 10966, "data_time": 0.00225, "top1_acc": 0.51406, "top5_acc": 0.77695, "loss_cls": 1.90773, "loss": 1.90773, "grad_norm": 4.6471, "time": 2.24605}
{"mode": "train", "epoch": 26, "iter": 1280, "lr": 0.002, "memory": 10966, "data_time": 0.10049, "top1_acc": 0.51133, "top5_acc": 0.78203, "loss_cls": 1.8902, "loss": 1.8902, "grad_norm": 4.57029, "time": 1.87065}
{"mode": "train", "epoch": 26, "iter": 1300, "lr": 0.002, "memory": 10966, "data_time": 0.57298, "top1_acc": 0.49414, "top5_acc": 0.76172, "loss_cls": 1.98425, "loss": 1.98425, "grad_norm": 4.66935, "time": 2.10042}
{"mode": "train", "epoch": 26, "iter": 1320, "lr": 0.002, "memory": 10966, "data_time": 0.17297, "top1_acc": 0.50198, "top5_acc": 0.77659, "loss_cls": 1.93887, "loss": 1.93887, "grad_norm": 4.70165, "time": 1.90879}
{"mode": "val", "epoch": 26, "iter": 1320, "lr": 0.002, "top1_acc": 0.3165, "top5_acc": 0.62009, "mean_class_accuracy": 0.25029}
{"mode": "train", "epoch": 27, "iter": 20, "lr": 0.002, "memory": 10966, "data_time": 5.71956, "top1_acc": 0.48359, "top5_acc": 0.76289, "loss_cls": 1.97887, "loss": 1.97887, "grad_norm": 4.67499, "time": 7.63922}
{"mode": "train", "epoch": 27, "iter": 40, "lr": 0.002, "memory": 10966, "data_time": 0.12548, "top1_acc": 0.51211, "top5_acc": 0.78711, "loss_cls": 1.86881, "loss": 1.86881, "grad_norm": 4.52388, "time": 2.06355}
{"mode": "train", "epoch": 27, "iter": 60, "lr": 0.002, "memory": 10966, "data_time": 0.03017, "top1_acc": 0.51172, "top5_acc": 0.78594, "loss_cls": 1.86002, "loss": 1.86002, "grad_norm": 4.49887, "time": 1.98114}
{"mode": "train", "epoch": 27, "iter": 80, "lr": 0.002, "memory": 10966, "data_time": 0.40343, "top1_acc": 0.48555, "top5_acc": 0.77734, "loss_cls": 1.92706, "loss": 1.92706, "grad_norm": 4.66767, "time": 2.13984}
{"mode": "train", "epoch": 27, "iter": 100, "lr": 0.002, "memory": 10966, "data_time": 0.06487, "top1_acc": 0.48516, "top5_acc": 0.77188, "loss_cls": 1.95389, "loss": 1.95389, "grad_norm": 4.67347, "time": 2.00849}
{"mode": "train", "epoch": 27, "iter": 120, "lr": 0.002, "memory": 10966, "data_time": 0.07314, "top1_acc": 0.48984, "top5_acc": 0.78281, "loss_cls": 1.91114, "loss": 1.91114, "grad_norm": 4.56574, "time": 2.13438}
{"mode": "train", "epoch": 27, "iter": 140, "lr": 0.002, "memory": 10966, "data_time": 0.00257, "top1_acc": 0.49922, "top5_acc": 0.78242, "loss_cls": 1.90758, "loss": 1.90758, "grad_norm": 4.5834, "time": 2.05904}
{"mode": "train", "epoch": 27, "iter": 160, "lr": 0.002, "memory": 10966, "data_time": 0.00604, "top1_acc": 0.51211, "top5_acc": 0.79609, "loss_cls": 1.83082, "loss": 1.83082, "grad_norm": 4.51862, "time": 2.04516}
{"mode": "train", "epoch": 27, "iter": 180, "lr": 0.002, "memory": 10966, "data_time": 0.00348, "top1_acc": 0.51211, "top5_acc": 0.78047, "loss_cls": 1.86874, "loss": 1.86874, "grad_norm": 4.57638, "time": 1.94029}
{"mode": "train", "epoch": 27, "iter": 200, "lr": 0.002, "memory": 10966, "data_time": 0.00776, "top1_acc": 0.47773, "top5_acc": 0.76992, "loss_cls": 1.96573, "loss": 1.96573, "grad_norm": 4.74905, "time": 2.03778}
{"mode": "train", "epoch": 27, "iter": 220, "lr": 0.002, "memory": 10966, "data_time": 0.0107, "top1_acc": 0.49258, "top5_acc": 0.77656, "loss_cls": 1.92891, "loss": 1.92891, "grad_norm": 4.66003, "time": 2.11217}
{"mode": "train", "epoch": 27, "iter": 240, "lr": 0.002, "memory": 10966, "data_time": 0.04319, "top1_acc": 0.51836, "top5_acc": 0.79141, "loss_cls": 1.87091, "loss": 1.87091, "grad_norm": 4.60666, "time": 2.09447}
{"mode": "train", "epoch": 27, "iter": 260, "lr": 0.002, "memory": 10966, "data_time": 0.06387, "top1_acc": 0.4918, "top5_acc": 0.77383, "loss_cls": 1.91985, "loss": 1.91985, "grad_norm": 4.65004, "time": 1.8496}
{"mode": "train", "epoch": 27, "iter": 280, "lr": 0.002, "memory": 10966, "data_time": 0.01449, "top1_acc": 0.50859, "top5_acc": 0.77578, "loss_cls": 1.9207, "loss": 1.9207, "grad_norm": 4.64276, "time": 2.09308}
{"mode": "train", "epoch": 27, "iter": 300, "lr": 0.002, "memory": 10966, "data_time": 0.04823, "top1_acc": 0.51172, "top5_acc": 0.79062, "loss_cls": 1.89049, "loss": 1.89049, "grad_norm": 4.62965, "time": 2.15591}
{"mode": "train", "epoch": 27, "iter": 320, "lr": 0.002, "memory": 10966, "data_time": 0.00854, "top1_acc": 0.49531, "top5_acc": 0.7918, "loss_cls": 1.85538, "loss": 1.85538, "grad_norm": 4.59501, "time": 1.94387}
{"mode": "train", "epoch": 27, "iter": 340, "lr": 0.002, "memory": 10966, "data_time": 0.00328, "top1_acc": 0.50117, "top5_acc": 0.77695, "loss_cls": 1.91678, "loss": 1.91678, "grad_norm": 4.62756, "time": 2.06416}
{"mode": "train", "epoch": 27, "iter": 360, "lr": 0.002, "memory": 10966, "data_time": 0.09122, "top1_acc": 0.5, "top5_acc": 0.78242, "loss_cls": 1.90601, "loss": 1.90601, "grad_norm": 4.68277, "time": 2.04726}
{"mode": "train", "epoch": 27, "iter": 380, "lr": 0.002, "memory": 10966, "data_time": 0.00572, "top1_acc": 0.51328, "top5_acc": 0.79297, "loss_cls": 1.84556, "loss": 1.84556, "grad_norm": 4.55059, "time": 2.12448}
{"mode": "train", "epoch": 27, "iter": 400, "lr": 0.002, "memory": 10966, "data_time": 0.0101, "top1_acc": 0.4957, "top5_acc": 0.77891, "loss_cls": 1.9116, "loss": 1.9116, "grad_norm": 4.66731, "time": 1.95403}
{"mode": "train", "epoch": 27, "iter": 420, "lr": 0.002, "memory": 10966, "data_time": 0.0042, "top1_acc": 0.50039, "top5_acc": 0.78164, "loss_cls": 1.90622, "loss": 1.90622, "grad_norm": 4.60983, "time": 2.11034}
{"mode": "train", "epoch": 27, "iter": 440, "lr": 0.002, "memory": 10966, "data_time": 0.00402, "top1_acc": 0.49648, "top5_acc": 0.77383, "loss_cls": 1.93363, "loss": 1.93363, "grad_norm": 4.67463, "time": 2.06272}
{"mode": "train", "epoch": 27, "iter": 460, "lr": 0.002, "memory": 10966, "data_time": 0.00236, "top1_acc": 0.49102, "top5_acc": 0.77812, "loss_cls": 1.94388, "loss": 1.94388, "grad_norm": 4.79047, "time": 1.91732}
{"mode": "train", "epoch": 27, "iter": 480, "lr": 0.002, "memory": 10966, "data_time": 0.00777, "top1_acc": 0.49258, "top5_acc": 0.76719, "loss_cls": 1.92649, "loss": 1.92649, "grad_norm": 4.69034, "time": 2.12077}
{"mode": "train", "epoch": 27, "iter": 500, "lr": 0.002, "memory": 10966, "data_time": 0.00786, "top1_acc": 0.50117, "top5_acc": 0.79922, "loss_cls": 1.84445, "loss": 1.84445, "grad_norm": 4.61787, "time": 2.08522}
{"mode": "train", "epoch": 27, "iter": 520, "lr": 0.002, "memory": 10966, "data_time": 0.00451, "top1_acc": 0.48438, "top5_acc": 0.77656, "loss_cls": 1.95039, "loss": 1.95039, "grad_norm": 4.82662, "time": 2.14254}
{"mode": "train", "epoch": 27, "iter": 540, "lr": 0.002, "memory": 10966, "data_time": 0.00272, "top1_acc": 0.51797, "top5_acc": 0.78984, "loss_cls": 1.87791, "loss": 1.87791, "grad_norm": 4.75915, "time": 1.98975}
{"mode": "train", "epoch": 27, "iter": 560, "lr": 0.002, "memory": 10966, "data_time": 0.00504, "top1_acc": 0.50508, "top5_acc": 0.78281, "loss_cls": 1.89927, "loss": 1.89927, "grad_norm": 4.71044, "time": 2.05391}
{"mode": "train", "epoch": 27, "iter": 580, "lr": 0.002, "memory": 10966, "data_time": 0.0039, "top1_acc": 0.48984, "top5_acc": 0.77969, "loss_cls": 1.89322, "loss": 1.89322, "grad_norm": 4.67139, "time": 1.96659}
{"mode": "train", "epoch": 27, "iter": 600, "lr": 0.002, "memory": 10966, "data_time": 0.00332, "top1_acc": 0.50039, "top5_acc": 0.77188, "loss_cls": 1.90997, "loss": 1.90997, "grad_norm": 4.66767, "time": 2.11258}
{"mode": "train", "epoch": 27, "iter": 620, "lr": 0.002, "memory": 10966, "data_time": 0.00485, "top1_acc": 0.49336, "top5_acc": 0.7707, "loss_cls": 1.94544, "loss": 1.94544, "grad_norm": 4.78056, "time": 1.95365}
{"mode": "train", "epoch": 27, "iter": 640, "lr": 0.002, "memory": 10966, "data_time": 0.00415, "top1_acc": 0.50234, "top5_acc": 0.77422, "loss_cls": 1.94153, "loss": 1.94153, "grad_norm": 4.86331, "time": 2.16608}
{"mode": "train", "epoch": 27, "iter": 660, "lr": 0.002, "memory": 10966, "data_time": 0.0025, "top1_acc": 0.49492, "top5_acc": 0.77617, "loss_cls": 1.94616, "loss": 1.94616, "grad_norm": 4.77605, "time": 2.08609}
{"mode": "train", "epoch": 27, "iter": 680, "lr": 0.002, "memory": 10966, "data_time": 0.004, "top1_acc": 0.49609, "top5_acc": 0.79141, "loss_cls": 1.90868, "loss": 1.90868, "grad_norm": 4.72901, "time": 2.00245}
{"mode": "train", "epoch": 27, "iter": 700, "lr": 0.002, "memory": 10966, "data_time": 0.00797, "top1_acc": 0.51289, "top5_acc": 0.78516, "loss_cls": 1.88283, "loss": 1.88283, "grad_norm": 4.68962, "time": 2.081}
{"mode": "train", "epoch": 27, "iter": 720, "lr": 0.002, "memory": 10966, "data_time": 0.07465, "top1_acc": 0.4957, "top5_acc": 0.79531, "loss_cls": 1.89563, "loss": 1.89563, "grad_norm": 4.68116, "time": 1.97492}
{"mode": "train", "epoch": 27, "iter": 740, "lr": 0.002, "memory": 10966, "data_time": 0.06347, "top1_acc": 0.48438, "top5_acc": 0.76953, "loss_cls": 1.98582, "loss": 1.98582, "grad_norm": 4.78742, "time": 2.11728}
{"mode": "train", "epoch": 27, "iter": 760, "lr": 0.002, "memory": 10966, "data_time": 0.02984, "top1_acc": 0.49766, "top5_acc": 0.78125, "loss_cls": 1.92408, "loss": 1.92408, "grad_norm": 4.72804, "time": 1.99321}
{"mode": "train", "epoch": 27, "iter": 780, "lr": 0.002, "memory": 10966, "data_time": 0.0053, "top1_acc": 0.49531, "top5_acc": 0.77852, "loss_cls": 1.91344, "loss": 1.91344, "grad_norm": 4.73077, "time": 1.97242}
{"mode": "train", "epoch": 27, "iter": 800, "lr": 0.002, "memory": 10966, "data_time": 0.02461, "top1_acc": 0.48477, "top5_acc": 0.77461, "loss_cls": 1.96196, "loss": 1.96196, "grad_norm": 4.74604, "time": 2.18652}
{"mode": "train", "epoch": 27, "iter": 820, "lr": 0.002, "memory": 10966, "data_time": 0.00686, "top1_acc": 0.49023, "top5_acc": 0.78906, "loss_cls": 1.88765, "loss": 1.88765, "grad_norm": 4.66407, "time": 2.01131}
{"mode": "train", "epoch": 27, "iter": 840, "lr": 0.002, "memory": 10966, "data_time": 0.005, "top1_acc": 0.51328, "top5_acc": 0.8, "loss_cls": 1.83418, "loss": 1.83418, "grad_norm": 4.54249, "time": 2.11957}
{"mode": "train", "epoch": 27, "iter": 860, "lr": 0.002, "memory": 10966, "data_time": 0.00389, "top1_acc": 0.50195, "top5_acc": 0.79453, "loss_cls": 1.87973, "loss": 1.87973, "grad_norm": 4.76631, "time": 2.08802}
{"mode": "train", "epoch": 27, "iter": 880, "lr": 0.002, "memory": 10966, "data_time": 0.15108, "top1_acc": 0.48906, "top5_acc": 0.78281, "loss_cls": 1.88823, "loss": 1.88823, "grad_norm": 4.64874, "time": 2.00434}
{"mode": "train", "epoch": 27, "iter": 900, "lr": 0.002, "memory": 10966, "data_time": 0.00342, "top1_acc": 0.50781, "top5_acc": 0.78828, "loss_cls": 1.87942, "loss": 1.87942, "grad_norm": 4.65074, "time": 2.06251}
{"mode": "train", "epoch": 27, "iter": 920, "lr": 0.002, "memory": 10966, "data_time": 0.00398, "top1_acc": 0.51641, "top5_acc": 0.79258, "loss_cls": 1.85025, "loss": 1.85025, "grad_norm": 4.56757, "time": 1.96255}
{"mode": "train", "epoch": 27, "iter": 940, "lr": 0.002, "memory": 10966, "data_time": 0.03954, "top1_acc": 0.49727, "top5_acc": 0.78711, "loss_cls": 1.93084, "loss": 1.93084, "grad_norm": 4.82654, "time": 1.98063}
{"mode": "train", "epoch": 27, "iter": 960, "lr": 0.002, "memory": 10966, "data_time": 0.00873, "top1_acc": 0.49336, "top5_acc": 0.7832, "loss_cls": 1.89845, "loss": 1.89845, "grad_norm": 4.70757, "time": 2.08283}
{"mode": "train", "epoch": 27, "iter": 980, "lr": 0.002, "memory": 10966, "data_time": 0.00644, "top1_acc": 0.51953, "top5_acc": 0.79297, "loss_cls": 1.83079, "loss": 1.83079, "grad_norm": 4.53421, "time": 2.06101}
{"mode": "train", "epoch": 27, "iter": 1000, "lr": 0.002, "memory": 10966, "data_time": 0.00176, "top1_acc": 0.48516, "top5_acc": 0.7793, "loss_cls": 1.91667, "loss": 1.91667, "grad_norm": 4.79755, "time": 1.96004}
{"mode": "train", "epoch": 27, "iter": 1020, "lr": 0.002, "memory": 10966, "data_time": 0.01194, "top1_acc": 0.51016, "top5_acc": 0.78594, "loss_cls": 1.88224, "loss": 1.88224, "grad_norm": 4.73643, "time": 2.12637}
{"mode": "train", "epoch": 27, "iter": 1040, "lr": 0.002, "memory": 10966, "data_time": 0.00304, "top1_acc": 0.4957, "top5_acc": 0.77539, "loss_cls": 1.92482, "loss": 1.92482, "grad_norm": 4.74008, "time": 1.94505}
{"mode": "train", "epoch": 27, "iter": 1060, "lr": 0.002, "memory": 10966, "data_time": 0.0036, "top1_acc": 0.4957, "top5_acc": 0.78711, "loss_cls": 1.8788, "loss": 1.8788, "grad_norm": 4.6622, "time": 2.05594}
{"mode": "train", "epoch": 27, "iter": 1080, "lr": 0.002, "memory": 10966, "data_time": 0.00473, "top1_acc": 0.49141, "top5_acc": 0.79023, "loss_cls": 1.90812, "loss": 1.90812, "grad_norm": 4.67276, "time": 2.03168}
{"mode": "train", "epoch": 27, "iter": 1100, "lr": 0.002, "memory": 10966, "data_time": 0.00502, "top1_acc": 0.52109, "top5_acc": 0.79297, "loss_cls": 1.84244, "loss": 1.84244, "grad_norm": 4.67587, "time": 1.96898}
{"mode": "train", "epoch": 27, "iter": 1120, "lr": 0.002, "memory": 10966, "data_time": 0.00277, "top1_acc": 0.49297, "top5_acc": 0.77891, "loss_cls": 1.89634, "loss": 1.89634, "grad_norm": 4.68006, "time": 2.01848}
{"mode": "train", "epoch": 27, "iter": 1140, "lr": 0.002, "memory": 10966, "data_time": 0.00267, "top1_acc": 0.5043, "top5_acc": 0.77852, "loss_cls": 1.93302, "loss": 1.93302, "grad_norm": 4.79859, "time": 2.13978}
{"mode": "train", "epoch": 27, "iter": 1160, "lr": 0.002, "memory": 10966, "data_time": 0.00134, "top1_acc": 0.49609, "top5_acc": 0.77344, "loss_cls": 1.92964, "loss": 1.92964, "grad_norm": 4.72316, "time": 1.92884}
{"mode": "train", "epoch": 27, "iter": 1180, "lr": 0.002, "memory": 10966, "data_time": 0.00186, "top1_acc": 0.49727, "top5_acc": 0.78086, "loss_cls": 1.9132, "loss": 1.9132, "grad_norm": 4.70351, "time": 2.01278}
{"mode": "train", "epoch": 27, "iter": 1200, "lr": 0.002, "memory": 10966, "data_time": 0.00218, "top1_acc": 0.5207, "top5_acc": 0.79023, "loss_cls": 1.84878, "loss": 1.84878, "grad_norm": 4.60157, "time": 2.25036}
{"mode": "train", "epoch": 27, "iter": 1220, "lr": 0.002, "memory": 10966, "data_time": 0.03715, "top1_acc": 0.50469, "top5_acc": 0.79805, "loss_cls": 1.87353, "loss": 1.87353, "grad_norm": 4.76038, "time": 2.00864}
{"mode": "train", "epoch": 27, "iter": 1240, "lr": 0.002, "memory": 10966, "data_time": 0.00408, "top1_acc": 0.48945, "top5_acc": 0.77812, "loss_cls": 1.93306, "loss": 1.93306, "grad_norm": 4.79956, "time": 2.01857}
{"mode": "train", "epoch": 27, "iter": 1260, "lr": 0.002, "memory": 10966, "data_time": 0.05259, "top1_acc": 0.50273, "top5_acc": 0.79023, "loss_cls": 1.83811, "loss": 1.83811, "grad_norm": 4.59745, "time": 2.0693}
{"mode": "train", "epoch": 27, "iter": 1280, "lr": 0.002, "memory": 10966, "data_time": 0.24241, "top1_acc": 0.50352, "top5_acc": 0.78086, "loss_cls": 1.88701, "loss": 1.88701, "grad_norm": 4.69443, "time": 2.12059}
{"mode": "train", "epoch": 27, "iter": 1300, "lr": 0.002, "memory": 10966, "data_time": 0.00416, "top1_acc": 0.48203, "top5_acc": 0.77773, "loss_cls": 1.98788, "loss": 1.98788, "grad_norm": 4.85904, "time": 2.0154}
{"mode": "train", "epoch": 27, "iter": 1320, "lr": 0.002, "memory": 10966, "data_time": 0.00183, "top1_acc": 0.51746, "top5_acc": 0.79167, "loss_cls": 1.84743, "loss": 1.84743, "grad_norm": 4.65414, "time": 1.81434}
{"mode": "val", "epoch": 27, "iter": 1320, "lr": 0.002, "top1_acc": 0.31675, "top5_acc": 0.62094, "mean_class_accuracy": 0.25159}
{"mode": "train", "epoch": 28, "iter": 20, "lr": 0.002, "memory": 10966, "data_time": 4.55891, "top1_acc": 0.50273, "top5_acc": 0.78438, "loss_cls": 1.87548, "loss": 1.87548, "grad_norm": 4.72791, "time": 6.63918}
{"mode": "train", "epoch": 28, "iter": 40, "lr": 0.002, "memory": 10966, "data_time": 0.05776, "top1_acc": 0.51875, "top5_acc": 0.7957, "loss_cls": 1.86272, "loss": 1.86272, "grad_norm": 4.66053, "time": 1.96978}
{"mode": "train", "epoch": 28, "iter": 60, "lr": 0.002, "memory": 10966, "data_time": 0.04429, "top1_acc": 0.52305, "top5_acc": 0.79766, "loss_cls": 1.82293, "loss": 1.82293, "grad_norm": 4.67881, "time": 2.0172}
{"mode": "train", "epoch": 28, "iter": 80, "lr": 0.002, "memory": 10966, "data_time": 0.00408, "top1_acc": 0.50664, "top5_acc": 0.79219, "loss_cls": 1.87126, "loss": 1.87126, "grad_norm": 4.7485, "time": 2.11735}
{"mode": "train", "epoch": 28, "iter": 100, "lr": 0.002, "memory": 10966, "data_time": 0.01553, "top1_acc": 0.49727, "top5_acc": 0.78828, "loss_cls": 1.86268, "loss": 1.86268, "grad_norm": 4.59602, "time": 2.07156}
{"mode": "train", "epoch": 28, "iter": 120, "lr": 0.002, "memory": 10966, "data_time": 0.04117, "top1_acc": 0.50703, "top5_acc": 0.77539, "loss_cls": 1.90595, "loss": 1.90595, "grad_norm": 4.84079, "time": 1.98046}
{"mode": "train", "epoch": 28, "iter": 140, "lr": 0.002, "memory": 10966, "data_time": 0.00507, "top1_acc": 0.50352, "top5_acc": 0.79062, "loss_cls": 1.86473, "loss": 1.86473, "grad_norm": 4.68306, "time": 2.07828}
{"mode": "train", "epoch": 28, "iter": 160, "lr": 0.002, "memory": 10966, "data_time": 0.00334, "top1_acc": 0.52148, "top5_acc": 0.79141, "loss_cls": 1.82571, "loss": 1.82571, "grad_norm": 4.63661, "time": 2.26832}
{"mode": "train", "epoch": 28, "iter": 180, "lr": 0.002, "memory": 10966, "data_time": 0.01164, "top1_acc": 0.49297, "top5_acc": 0.78398, "loss_cls": 1.89301, "loss": 1.89301, "grad_norm": 4.83081, "time": 2.14121}
{"mode": "train", "epoch": 28, "iter": 200, "lr": 0.002, "memory": 10966, "data_time": 0.05805, "top1_acc": 0.50273, "top5_acc": 0.78672, "loss_cls": 1.88639, "loss": 1.88639, "grad_norm": 4.76573, "time": 1.9898}
{"mode": "train", "epoch": 28, "iter": 220, "lr": 0.002, "memory": 10966, "data_time": 0.00515, "top1_acc": 0.50039, "top5_acc": 0.77969, "loss_cls": 1.90665, "loss": 1.90665, "grad_norm": 4.80541, "time": 2.0373}
{"mode": "train", "epoch": 28, "iter": 240, "lr": 0.002, "memory": 10966, "data_time": 0.00286, "top1_acc": 0.49922, "top5_acc": 0.78047, "loss_cls": 1.89765, "loss": 1.89765, "grad_norm": 4.69111, "time": 2.12028}
{"mode": "train", "epoch": 28, "iter": 260, "lr": 0.002, "memory": 10966, "data_time": 0.00218, "top1_acc": 0.48086, "top5_acc": 0.77539, "loss_cls": 1.92698, "loss": 1.92698, "grad_norm": 4.70722, "time": 1.91983}
{"mode": "train", "epoch": 28, "iter": 280, "lr": 0.002, "memory": 10966, "data_time": 0.00275, "top1_acc": 0.51523, "top5_acc": 0.79375, "loss_cls": 1.86571, "loss": 1.86571, "grad_norm": 4.72607, "time": 2.05611}
{"mode": "train", "epoch": 28, "iter": 300, "lr": 0.002, "memory": 10966, "data_time": 0.03301, "top1_acc": 0.50234, "top5_acc": 0.78867, "loss_cls": 1.85816, "loss": 1.85816, "grad_norm": 4.71705, "time": 2.10683}
{"mode": "train", "epoch": 28, "iter": 320, "lr": 0.002, "memory": 10966, "data_time": 0.00587, "top1_acc": 0.50039, "top5_acc": 0.78633, "loss_cls": 1.85642, "loss": 1.85642, "grad_norm": 4.71998, "time": 2.02928}
{"mode": "train", "epoch": 28, "iter": 340, "lr": 0.002, "memory": 10966, "data_time": 0.00289, "top1_acc": 0.49219, "top5_acc": 0.78242, "loss_cls": 1.88516, "loss": 1.88516, "grad_norm": 4.7453, "time": 1.91925}
{"mode": "train", "epoch": 28, "iter": 360, "lr": 0.002, "memory": 10966, "data_time": 0.03421, "top1_acc": 0.51211, "top5_acc": 0.78477, "loss_cls": 1.85745, "loss": 1.85745, "grad_norm": 4.75575, "time": 2.07562}
{"mode": "train", "epoch": 28, "iter": 380, "lr": 0.002, "memory": 10966, "data_time": 0.12331, "top1_acc": 0.50313, "top5_acc": 0.77422, "loss_cls": 1.88189, "loss": 1.88189, "grad_norm": 4.81637, "time": 2.06105}
{"mode": "train", "epoch": 28, "iter": 400, "lr": 0.002, "memory": 10966, "data_time": 0.02127, "top1_acc": 0.51016, "top5_acc": 0.79141, "loss_cls": 1.83854, "loss": 1.83854, "grad_norm": 4.75316, "time": 1.96227}
{"mode": "train", "epoch": 28, "iter": 420, "lr": 0.002, "memory": 10966, "data_time": 0.14128, "top1_acc": 0.49766, "top5_acc": 0.78672, "loss_cls": 1.90106, "loss": 1.90106, "grad_norm": 4.76317, "time": 2.03553}
{"mode": "train", "epoch": 28, "iter": 440, "lr": 0.002, "memory": 10966, "data_time": 0.24672, "top1_acc": 0.51875, "top5_acc": 0.79297, "loss_cls": 1.82869, "loss": 1.82869, "grad_norm": 4.63204, "time": 1.97427}
{"mode": "train", "epoch": 28, "iter": 460, "lr": 0.002, "memory": 10966, "data_time": 0.00486, "top1_acc": 0.5082, "top5_acc": 0.79688, "loss_cls": 1.83931, "loss": 1.83931, "grad_norm": 4.67014, "time": 2.04824}
{"mode": "train", "epoch": 28, "iter": 480, "lr": 0.002, "memory": 10966, "data_time": 0.00568, "top1_acc": 0.51406, "top5_acc": 0.78555, "loss_cls": 1.83648, "loss": 1.83648, "grad_norm": 4.71701, "time": 2.04589}
{"mode": "train", "epoch": 28, "iter": 500, "lr": 0.002, "memory": 10966, "data_time": 0.00248, "top1_acc": 0.50273, "top5_acc": 0.76719, "loss_cls": 1.91276, "loss": 1.91276, "grad_norm": 4.72242, "time": 2.08117}
{"mode": "train", "epoch": 28, "iter": 520, "lr": 0.002, "memory": 10966, "data_time": 0.0059, "top1_acc": 0.51953, "top5_acc": 0.7832, "loss_cls": 1.81951, "loss": 1.81951, "grad_norm": 4.66218, "time": 2.11395}
{"mode": "train", "epoch": 28, "iter": 540, "lr": 0.002, "memory": 10966, "data_time": 0.00347, "top1_acc": 0.50781, "top5_acc": 0.79336, "loss_cls": 1.84768, "loss": 1.84768, "grad_norm": 4.67205, "time": 1.92864}
{"mode": "train", "epoch": 28, "iter": 560, "lr": 0.002, "memory": 10966, "data_time": 0.01908, "top1_acc": 0.5082, "top5_acc": 0.7875, "loss_cls": 1.86193, "loss": 1.86193, "grad_norm": 4.73374, "time": 2.11407}
{"mode": "train", "epoch": 28, "iter": 580, "lr": 0.002, "memory": 10966, "data_time": 0.00758, "top1_acc": 0.50742, "top5_acc": 0.7918, "loss_cls": 1.86295, "loss": 1.86295, "grad_norm": 4.79267, "time": 1.97068}
{"mode": "train", "epoch": 28, "iter": 600, "lr": 0.002, "memory": 10966, "data_time": 0.09525, "top1_acc": 0.52773, "top5_acc": 0.79844, "loss_cls": 1.82098, "loss": 1.82098, "grad_norm": 4.72503, "time": 2.00321}
{"mode": "train", "epoch": 28, "iter": 620, "lr": 0.002, "memory": 10966, "data_time": 0.07505, "top1_acc": 0.49883, "top5_acc": 0.78086, "loss_cls": 1.87735, "loss": 1.87735, "grad_norm": 4.88441, "time": 2.26782}
{"mode": "train", "epoch": 28, "iter": 640, "lr": 0.002, "memory": 10966, "data_time": 0.01318, "top1_acc": 0.49609, "top5_acc": 0.78945, "loss_cls": 1.86628, "loss": 1.86628, "grad_norm": 4.71551, "time": 1.78806}
{"mode": "train", "epoch": 28, "iter": 660, "lr": 0.002, "memory": 10966, "data_time": 0.00407, "top1_acc": 0.49922, "top5_acc": 0.77188, "loss_cls": 1.92949, "loss": 1.92949, "grad_norm": 4.86186, "time": 2.04403}
{"mode": "train", "epoch": 28, "iter": 680, "lr": 0.002, "memory": 10966, "data_time": 0.0144, "top1_acc": 0.49727, "top5_acc": 0.78711, "loss_cls": 1.94171, "loss": 1.94171, "grad_norm": 4.89328, "time": 2.18802}
{"mode": "train", "epoch": 28, "iter": 700, "lr": 0.002, "memory": 10966, "data_time": 0.05786, "top1_acc": 0.50391, "top5_acc": 0.78281, "loss_cls": 1.88714, "loss": 1.88714, "grad_norm": 4.69912, "time": 2.04218}
{"mode": "train", "epoch": 28, "iter": 720, "lr": 0.002, "memory": 10966, "data_time": 0.21186, "top1_acc": 0.49961, "top5_acc": 0.78438, "loss_cls": 1.89973, "loss": 1.89973, "grad_norm": 4.95783, "time": 2.1504}
{"mode": "train", "epoch": 28, "iter": 740, "lr": 0.002, "memory": 10966, "data_time": 0.31857, "top1_acc": 0.51523, "top5_acc": 0.7875, "loss_cls": 1.85063, "loss": 1.85063, "grad_norm": 4.80257, "time": 2.05413}
{"mode": "train", "epoch": 28, "iter": 760, "lr": 0.002, "memory": 10966, "data_time": 0.09777, "top1_acc": 0.49102, "top5_acc": 0.78242, "loss_cls": 1.93077, "loss": 1.93077, "grad_norm": 4.92287, "time": 1.98754}
{"mode": "train", "epoch": 28, "iter": 780, "lr": 0.002, "memory": 10966, "data_time": 0.0036, "top1_acc": 0.49102, "top5_acc": 0.78984, "loss_cls": 1.90262, "loss": 1.90262, "grad_norm": 4.87424, "time": 2.17799}
{"mode": "train", "epoch": 28, "iter": 800, "lr": 0.002, "memory": 10966, "data_time": 0.00631, "top1_acc": 0.51055, "top5_acc": 0.78906, "loss_cls": 1.89417, "loss": 1.89417, "grad_norm": 4.8195, "time": 1.97404}
{"mode": "train", "epoch": 28, "iter": 820, "lr": 0.002, "memory": 10966, "data_time": 0.00206, "top1_acc": 0.48398, "top5_acc": 0.77695, "loss_cls": 1.89937, "loss": 1.89937, "grad_norm": 4.85433, "time": 2.11934}
{"mode": "train", "epoch": 28, "iter": 840, "lr": 0.002, "memory": 10966, "data_time": 0.00857, "top1_acc": 0.50938, "top5_acc": 0.79961, "loss_cls": 1.83236, "loss": 1.83236, "grad_norm": 4.69748, "time": 2.05075}
{"mode": "train", "epoch": 28, "iter": 860, "lr": 0.002, "memory": 10966, "data_time": 0.01568, "top1_acc": 0.50625, "top5_acc": 0.79492, "loss_cls": 1.85381, "loss": 1.85381, "grad_norm": 4.88469, "time": 1.96212}
{"mode": "train", "epoch": 28, "iter": 880, "lr": 0.002, "memory": 10966, "data_time": 0.00757, "top1_acc": 0.50547, "top5_acc": 0.78828, "loss_cls": 1.84785, "loss": 1.84785, "grad_norm": 4.73867, "time": 2.03754}
{"mode": "train", "epoch": 28, "iter": 900, "lr": 0.002, "memory": 10966, "data_time": 0.00611, "top1_acc": 0.50469, "top5_acc": 0.8, "loss_cls": 1.83324, "loss": 1.83324, "grad_norm": 4.8359, "time": 2.02355}
{"mode": "train", "epoch": 28, "iter": 920, "lr": 0.002, "memory": 10966, "data_time": 0.00995, "top1_acc": 0.50547, "top5_acc": 0.78359, "loss_cls": 1.88451, "loss": 1.88451, "grad_norm": 4.78964, "time": 2.13555}
{"mode": "train", "epoch": 28, "iter": 940, "lr": 0.002, "memory": 10966, "data_time": 0.0043, "top1_acc": 0.50391, "top5_acc": 0.78789, "loss_cls": 1.86975, "loss": 1.86975, "grad_norm": 4.88607, "time": 1.95288}
{"mode": "train", "epoch": 28, "iter": 960, "lr": 0.002, "memory": 10966, "data_time": 0.00356, "top1_acc": 0.51602, "top5_acc": 0.77695, "loss_cls": 1.9097, "loss": 1.9097, "grad_norm": 4.81493, "time": 2.08297}
{"mode": "train", "epoch": 28, "iter": 980, "lr": 0.002, "memory": 10966, "data_time": 0.28759, "top1_acc": 0.49609, "top5_acc": 0.78203, "loss_cls": 1.90452, "loss": 1.90452, "grad_norm": 4.87579, "time": 2.02453}
{"mode": "train", "epoch": 28, "iter": 1000, "lr": 0.002, "memory": 10966, "data_time": 0.01416, "top1_acc": 0.51094, "top5_acc": 0.79297, "loss_cls": 1.8528, "loss": 1.8528, "grad_norm": 4.89913, "time": 2.10109}
{"mode": "train", "epoch": 28, "iter": 1020, "lr": 0.002, "memory": 10966, "data_time": 0.00243, "top1_acc": 0.52617, "top5_acc": 0.78281, "loss_cls": 1.87056, "loss": 1.87056, "grad_norm": 4.84364, "time": 2.00917}
{"mode": "train", "epoch": 28, "iter": 1040, "lr": 0.002, "memory": 10966, "data_time": 0.00287, "top1_acc": 0.50469, "top5_acc": 0.78242, "loss_cls": 1.86703, "loss": 1.86703, "grad_norm": 4.71111, "time": 1.96943}
{"mode": "train", "epoch": 28, "iter": 1060, "lr": 0.002, "memory": 10966, "data_time": 0.16514, "top1_acc": 0.49609, "top5_acc": 0.775, "loss_cls": 1.9112, "loss": 1.9112, "grad_norm": 4.80854, "time": 2.03869}
{"mode": "train", "epoch": 28, "iter": 1080, "lr": 0.002, "memory": 10966, "data_time": 0.00306, "top1_acc": 0.50156, "top5_acc": 0.7832, "loss_cls": 1.86428, "loss": 1.86428, "grad_norm": 4.82429, "time": 2.07666}
{"mode": "train", "epoch": 28, "iter": 1100, "lr": 0.002, "memory": 10966, "data_time": 0.00307, "top1_acc": 0.51641, "top5_acc": 0.78984, "loss_cls": 1.84452, "loss": 1.84452, "grad_norm": 4.76506, "time": 2.03042}
{"mode": "train", "epoch": 28, "iter": 1120, "lr": 0.002, "memory": 10966, "data_time": 0.00324, "top1_acc": 0.49688, "top5_acc": 0.79258, "loss_cls": 1.92854, "loss": 1.92854, "grad_norm": 4.93693, "time": 2.05194}
{"mode": "train", "epoch": 28, "iter": 1140, "lr": 0.002, "memory": 10966, "data_time": 0.00408, "top1_acc": 0.50742, "top5_acc": 0.78516, "loss_cls": 1.88552, "loss": 1.88552, "grad_norm": 4.84773, "time": 2.02818}
{"mode": "train", "epoch": 28, "iter": 1160, "lr": 0.002, "memory": 10966, "data_time": 0.06559, "top1_acc": 0.49062, "top5_acc": 0.78906, "loss_cls": 1.87935, "loss": 1.87935, "grad_norm": 4.90879, "time": 2.06972}
{"mode": "train", "epoch": 28, "iter": 1180, "lr": 0.002, "memory": 10966, "data_time": 0.00199, "top1_acc": 0.49961, "top5_acc": 0.78164, "loss_cls": 1.90916, "loss": 1.90916, "grad_norm": 4.87592, "time": 2.00164}
{"mode": "train", "epoch": 28, "iter": 1200, "lr": 0.002, "memory": 10966, "data_time": 0.02079, "top1_acc": 0.49805, "top5_acc": 0.78594, "loss_cls": 1.8835, "loss": 1.8835, "grad_norm": 4.80252, "time": 2.06498}
{"mode": "train", "epoch": 28, "iter": 1220, "lr": 0.002, "memory": 10966, "data_time": 0.44919, "top1_acc": 0.50352, "top5_acc": 0.78242, "loss_cls": 1.89526, "loss": 1.89526, "grad_norm": 4.80112, "time": 2.10542}
{"mode": "train", "epoch": 28, "iter": 1240, "lr": 0.002, "memory": 10966, "data_time": 0.00751, "top1_acc": 0.50977, "top5_acc": 0.78711, "loss_cls": 1.89259, "loss": 1.89259, "grad_norm": 4.93209, "time": 1.97489}
{"mode": "train", "epoch": 28, "iter": 1260, "lr": 0.002, "memory": 10966, "data_time": 0.00308, "top1_acc": 0.5125, "top5_acc": 0.8, "loss_cls": 1.84565, "loss": 1.84565, "grad_norm": 4.83285, "time": 2.12118}
{"mode": "train", "epoch": 28, "iter": 1280, "lr": 0.002, "memory": 10966, "data_time": 0.009, "top1_acc": 0.49062, "top5_acc": 0.78516, "loss_cls": 1.88605, "loss": 1.88605, "grad_norm": 4.85361, "time": 1.97598}
{"mode": "train", "epoch": 28, "iter": 1300, "lr": 0.002, "memory": 10966, "data_time": 0.00182, "top1_acc": 0.50547, "top5_acc": 0.775, "loss_cls": 1.89589, "loss": 1.89589, "grad_norm": 4.84881, "time": 2.11826}
{"mode": "train", "epoch": 28, "iter": 1320, "lr": 0.002, "memory": 10966, "data_time": 0.00508, "top1_acc": 0.52183, "top5_acc": 0.79286, "loss_cls": 1.81921, "loss": 1.81921, "grad_norm": 4.73278, "time": 1.85466}
{"mode": "val", "epoch": 28, "iter": 1320, "lr": 0.002, "top1_acc": 0.32284, "top5_acc": 0.62336, "mean_class_accuracy": 0.25776}
{"mode": "train", "epoch": 29, "iter": 20, "lr": 0.002, "memory": 10966, "data_time": 4.62134, "top1_acc": 0.51133, "top5_acc": 0.7832, "loss_cls": 1.8922, "loss": 1.8922, "grad_norm": 4.81668, "time": 6.56429}
{"mode": "train", "epoch": 29, "iter": 40, "lr": 0.002, "memory": 10966, "data_time": 0.01115, "top1_acc": 0.50938, "top5_acc": 0.77969, "loss_cls": 1.87926, "loss": 1.87926, "grad_norm": 4.79259, "time": 2.0783}
{"mode": "train", "epoch": 29, "iter": 60, "lr": 0.002, "memory": 10966, "data_time": 0.00314, "top1_acc": 0.51016, "top5_acc": 0.8, "loss_cls": 1.84237, "loss": 1.84237, "grad_norm": 4.78751, "time": 2.03575}
{"mode": "train", "epoch": 29, "iter": 80, "lr": 0.002, "memory": 10966, "data_time": 0.0795, "top1_acc": 0.49922, "top5_acc": 0.78398, "loss_cls": 1.87742, "loss": 1.87742, "grad_norm": 4.88233, "time": 2.09807}
{"mode": "train", "epoch": 29, "iter": 100, "lr": 0.002, "memory": 10966, "data_time": 0.00419, "top1_acc": 0.5043, "top5_acc": 0.77969, "loss_cls": 1.87071, "loss": 1.87071, "grad_norm": 4.78033, "time": 2.08475}
{"mode": "train", "epoch": 29, "iter": 120, "lr": 0.002, "memory": 10966, "data_time": 0.00288, "top1_acc": 0.52734, "top5_acc": 0.80547, "loss_cls": 1.77525, "loss": 1.77525, "grad_norm": 4.69962, "time": 2.01517}
{"mode": "train", "epoch": 29, "iter": 140, "lr": 0.002, "memory": 10966, "data_time": 0.00489, "top1_acc": 0.51445, "top5_acc": 0.79688, "loss_cls": 1.81956, "loss": 1.81956, "grad_norm": 4.85191, "time": 1.92352}
{"mode": "train", "epoch": 29, "iter": 160, "lr": 0.002, "memory": 10966, "data_time": 0.0038, "top1_acc": 0.52148, "top5_acc": 0.80156, "loss_cls": 1.76785, "loss": 1.76785, "grad_norm": 4.78154, "time": 2.15807}
{"mode": "train", "epoch": 29, "iter": 180, "lr": 0.002, "memory": 10966, "data_time": 0.02742, "top1_acc": 0.50547, "top5_acc": 0.78555, "loss_cls": 1.86046, "loss": 1.86046, "grad_norm": 4.91126, "time": 2.01392}
{"mode": "train", "epoch": 29, "iter": 200, "lr": 0.002, "memory": 10966, "data_time": 0.00409, "top1_acc": 0.50352, "top5_acc": 0.79023, "loss_cls": 1.85532, "loss": 1.85532, "grad_norm": 4.87109, "time": 2.09274}
{"mode": "train", "epoch": 29, "iter": 220, "lr": 0.002, "memory": 10966, "data_time": 0.00666, "top1_acc": 0.5, "top5_acc": 0.78281, "loss_cls": 1.87468, "loss": 1.87468, "grad_norm": 4.81257, "time": 1.97313}
{"mode": "train", "epoch": 29, "iter": 240, "lr": 0.002, "memory": 10966, "data_time": 0.006, "top1_acc": 0.50703, "top5_acc": 0.79062, "loss_cls": 1.85762, "loss": 1.85762, "grad_norm": 4.83651, "time": 2.08081}
{"mode": "train", "epoch": 29, "iter": 260, "lr": 0.002, "memory": 10966, "data_time": 0.00632, "top1_acc": 0.51484, "top5_acc": 0.78906, "loss_cls": 1.86574, "loss": 1.86574, "grad_norm": 4.81529, "time": 1.95645}
{"mode": "train", "epoch": 29, "iter": 280, "lr": 0.002, "memory": 10966, "data_time": 0.00803, "top1_acc": 0.49922, "top5_acc": 0.78359, "loss_cls": 1.88109, "loss": 1.88109, "grad_norm": 4.89276, "time": 2.02728}
{"mode": "train", "epoch": 29, "iter": 300, "lr": 0.002, "memory": 10966, "data_time": 0.00645, "top1_acc": 0.52109, "top5_acc": 0.79492, "loss_cls": 1.80375, "loss": 1.80375, "grad_norm": 4.79506, "time": 2.08221}
{"mode": "train", "epoch": 29, "iter": 320, "lr": 0.002, "memory": 10966, "data_time": 0.01068, "top1_acc": 0.50625, "top5_acc": 0.78711, "loss_cls": 1.86465, "loss": 1.86465, "grad_norm": 4.90819, "time": 1.94028}
{"mode": "train", "epoch": 29, "iter": 340, "lr": 0.002, "memory": 10966, "data_time": 0.02569, "top1_acc": 0.51758, "top5_acc": 0.80117, "loss_cls": 1.81408, "loss": 1.81408, "grad_norm": 4.95952, "time": 2.10885}
{"mode": "train", "epoch": 29, "iter": 360, "lr": 0.002, "memory": 10966, "data_time": 0.01613, "top1_acc": 0.50625, "top5_acc": 0.78008, "loss_cls": 1.88653, "loss": 1.88653, "grad_norm": 4.92823, "time": 1.96859}
{"mode": "train", "epoch": 29, "iter": 380, "lr": 0.002, "memory": 10966, "data_time": 0.00647, "top1_acc": 0.51445, "top5_acc": 0.79219, "loss_cls": 1.84894, "loss": 1.84894, "grad_norm": 4.84194, "time": 2.1619}
{"mode": "train", "epoch": 29, "iter": 400, "lr": 0.002, "memory": 10966, "data_time": 0.01771, "top1_acc": 0.49102, "top5_acc": 0.77539, "loss_cls": 1.90273, "loss": 1.90273, "grad_norm": 5.02462, "time": 1.98337}
{"mode": "train", "epoch": 29, "iter": 420, "lr": 0.002, "memory": 10966, "data_time": 0.72918, "top1_acc": 0.49102, "top5_acc": 0.78359, "loss_cls": 1.90608, "loss": 1.90608, "grad_norm": 4.98466, "time": 1.99814}
{"mode": "train", "epoch": 29, "iter": 440, "lr": 0.002, "memory": 10966, "data_time": 0.02185, "top1_acc": 0.49727, "top5_acc": 0.79023, "loss_cls": 1.87342, "loss": 1.87342, "grad_norm": 4.87979, "time": 2.02622}
{"mode": "train", "epoch": 29, "iter": 460, "lr": 0.002, "memory": 10966, "data_time": 0.05819, "top1_acc": 0.50195, "top5_acc": 0.78711, "loss_cls": 1.88306, "loss": 1.88306, "grad_norm": 4.86826, "time": 2.09319}
{"mode": "train", "epoch": 29, "iter": 480, "lr": 0.002, "memory": 10966, "data_time": 0.00588, "top1_acc": 0.51172, "top5_acc": 0.79805, "loss_cls": 1.82589, "loss": 1.82589, "grad_norm": 4.88939, "time": 2.04573}
{"mode": "train", "epoch": 29, "iter": 500, "lr": 0.002, "memory": 10966, "data_time": 0.00547, "top1_acc": 0.52031, "top5_acc": 0.78711, "loss_cls": 1.87038, "loss": 1.87038, "grad_norm": 4.94244, "time": 2.06543}
{"mode": "train", "epoch": 29, "iter": 520, "lr": 0.002, "memory": 10966, "data_time": 0.00857, "top1_acc": 0.49414, "top5_acc": 0.78242, "loss_cls": 1.90725, "loss": 1.90725, "grad_norm": 5.0172, "time": 2.0787}
{"mode": "train", "epoch": 29, "iter": 540, "lr": 0.002, "memory": 10966, "data_time": 0.01116, "top1_acc": 0.51953, "top5_acc": 0.79688, "loss_cls": 1.80565, "loss": 1.80565, "grad_norm": 4.83824, "time": 2.01696}
{"mode": "train", "epoch": 29, "iter": 560, "lr": 0.002, "memory": 10966, "data_time": 0.00376, "top1_acc": 0.51445, "top5_acc": 0.80078, "loss_cls": 1.80881, "loss": 1.80881, "grad_norm": 4.90779, "time": 2.1381}
{"mode": "train", "epoch": 29, "iter": 580, "lr": 0.002, "memory": 10966, "data_time": 0.01466, "top1_acc": 0.52188, "top5_acc": 0.78867, "loss_cls": 1.82434, "loss": 1.82434, "grad_norm": 4.87568, "time": 2.01957}
{"mode": "train", "epoch": 29, "iter": 600, "lr": 0.002, "memory": 10966, "data_time": 0.00409, "top1_acc": 0.51016, "top5_acc": 0.79375, "loss_cls": 1.81201, "loss": 1.81201, "grad_norm": 4.80433, "time": 2.02455}
{"mode": "train", "epoch": 29, "iter": 620, "lr": 0.002, "memory": 10966, "data_time": 0.00648, "top1_acc": 0.51836, "top5_acc": 0.79844, "loss_cls": 1.83477, "loss": 1.83477, "grad_norm": 4.87766, "time": 2.0049}
{"mode": "train", "epoch": 29, "iter": 640, "lr": 0.002, "memory": 10966, "data_time": 0.01346, "top1_acc": 0.51094, "top5_acc": 0.79141, "loss_cls": 1.86972, "loss": 1.86972, "grad_norm": 5.00906, "time": 2.01748}
{"mode": "train", "epoch": 29, "iter": 660, "lr": 0.002, "memory": 10966, "data_time": 0.0105, "top1_acc": 0.49961, "top5_acc": 0.78438, "loss_cls": 1.88962, "loss": 1.88962, "grad_norm": 4.97045, "time": 2.06812}
{"mode": "train", "epoch": 29, "iter": 680, "lr": 0.002, "memory": 10966, "data_time": 0.00255, "top1_acc": 0.49414, "top5_acc": 0.78047, "loss_cls": 1.88005, "loss": 1.88005, "grad_norm": 5.00813, "time": 2.12924}
{"mode": "train", "epoch": 29, "iter": 700, "lr": 0.002, "memory": 10966, "data_time": 0.08793, "top1_acc": 0.49766, "top5_acc": 0.7918, "loss_cls": 1.8574, "loss": 1.8574, "grad_norm": 4.90781, "time": 1.99952}
{"mode": "train", "epoch": 29, "iter": 720, "lr": 0.002, "memory": 10966, "data_time": 0.00571, "top1_acc": 0.50547, "top5_acc": 0.79297, "loss_cls": 1.87198, "loss": 1.87198, "grad_norm": 4.98695, "time": 2.12465}
{"mode": "train", "epoch": 29, "iter": 740, "lr": 0.002, "memory": 10966, "data_time": 0.00317, "top1_acc": 0.51328, "top5_acc": 0.79297, "loss_cls": 1.84078, "loss": 1.84078, "grad_norm": 4.87529, "time": 1.94106}
{"mode": "train", "epoch": 29, "iter": 760, "lr": 0.002, "memory": 10966, "data_time": 0.0044, "top1_acc": 0.50508, "top5_acc": 0.79727, "loss_cls": 1.84861, "loss": 1.84861, "grad_norm": 4.92984, "time": 2.00289}
{"mode": "train", "epoch": 29, "iter": 780, "lr": 0.002, "memory": 10966, "data_time": 0.00202, "top1_acc": 0.51641, "top5_acc": 0.79492, "loss_cls": 1.81191, "loss": 1.81191, "grad_norm": 4.80417, "time": 2.10627}
{"mode": "train", "epoch": 29, "iter": 800, "lr": 0.002, "memory": 10966, "data_time": 0.08784, "top1_acc": 0.50938, "top5_acc": 0.7793, "loss_cls": 1.9005, "loss": 1.9005, "grad_norm": 5.05129, "time": 1.89801}
{"mode": "train", "epoch": 29, "iter": 820, "lr": 0.002, "memory": 10966, "data_time": 0.00703, "top1_acc": 0.50547, "top5_acc": 0.79727, "loss_cls": 1.82597, "loss": 1.82597, "grad_norm": 4.9238, "time": 2.07794}
{"mode": "train", "epoch": 29, "iter": 840, "lr": 0.002, "memory": 10966, "data_time": 0.00776, "top1_acc": 0.4957, "top5_acc": 0.77852, "loss_cls": 1.8957, "loss": 1.8957, "grad_norm": 4.95454, "time": 2.11723}
{"mode": "train", "epoch": 29, "iter": 860, "lr": 0.002, "memory": 10966, "data_time": 0.00509, "top1_acc": 0.52148, "top5_acc": 0.81797, "loss_cls": 1.74642, "loss": 1.74642, "grad_norm": 4.88972, "time": 2.09247}
{"mode": "train", "epoch": 29, "iter": 880, "lr": 0.002, "memory": 10966, "data_time": 0.00769, "top1_acc": 0.50508, "top5_acc": 0.7875, "loss_cls": 1.84395, "loss": 1.84395, "grad_norm": 4.89811, "time": 1.92455}
{"mode": "train", "epoch": 29, "iter": 900, "lr": 0.002, "memory": 10966, "data_time": 0.00292, "top1_acc": 0.50469, "top5_acc": 0.7832, "loss_cls": 1.8749, "loss": 1.8749, "grad_norm": 4.95488, "time": 2.0913}
{"mode": "train", "epoch": 29, "iter": 920, "lr": 0.002, "memory": 10966, "data_time": 0.0025, "top1_acc": 0.52617, "top5_acc": 0.79102, "loss_cls": 1.82499, "loss": 1.82499, "grad_norm": 4.92921, "time": 2.14241}
{"mode": "train", "epoch": 29, "iter": 940, "lr": 0.002, "memory": 10966, "data_time": 0.00347, "top1_acc": 0.49805, "top5_acc": 0.77852, "loss_cls": 1.90889, "loss": 1.90889, "grad_norm": 4.99386, "time": 2.00628}
{"mode": "train", "epoch": 29, "iter": 960, "lr": 0.002, "memory": 10966, "data_time": 0.01717, "top1_acc": 0.49648, "top5_acc": 0.78242, "loss_cls": 1.88312, "loss": 1.88312, "grad_norm": 4.9981, "time": 2.07068}
{"mode": "train", "epoch": 29, "iter": 980, "lr": 0.002, "memory": 10966, "data_time": 0.0064, "top1_acc": 0.49023, "top5_acc": 0.77344, "loss_cls": 1.93569, "loss": 1.93569, "grad_norm": 5.01033, "time": 2.09728}
{"mode": "train", "epoch": 29, "iter": 1000, "lr": 0.002, "memory": 10966, "data_time": 0.0034, "top1_acc": 0.50781, "top5_acc": 0.79062, "loss_cls": 1.85703, "loss": 1.85703, "grad_norm": 4.91283, "time": 2.03127}
{"mode": "train", "epoch": 29, "iter": 1020, "lr": 0.002, "memory": 10966, "data_time": 0.0043, "top1_acc": 0.50078, "top5_acc": 0.78789, "loss_cls": 1.86826, "loss": 1.86826, "grad_norm": 4.90846, "time": 2.0203}
{"mode": "train", "epoch": 29, "iter": 1040, "lr": 0.002, "memory": 10966, "data_time": 0.00712, "top1_acc": 0.50938, "top5_acc": 0.78867, "loss_cls": 1.83389, "loss": 1.83389, "grad_norm": 4.91019, "time": 2.04943}
{"mode": "train", "epoch": 29, "iter": 1060, "lr": 0.002, "memory": 10966, "data_time": 0.06662, "top1_acc": 0.51406, "top5_acc": 0.79766, "loss_cls": 1.81527, "loss": 1.81527, "grad_norm": 4.8886, "time": 2.037}
{"mode": "train", "epoch": 29, "iter": 1080, "lr": 0.002, "memory": 10966, "data_time": 0.00528, "top1_acc": 0.51406, "top5_acc": 0.78438, "loss_cls": 1.85537, "loss": 1.85537, "grad_norm": 4.85456, "time": 2.03258}
{"mode": "train", "epoch": 29, "iter": 1100, "lr": 0.002, "memory": 10966, "data_time": 0.0137, "top1_acc": 0.51367, "top5_acc": 0.80625, "loss_cls": 1.80302, "loss": 1.80302, "grad_norm": 4.87661, "time": 2.05366}
{"mode": "train", "epoch": 29, "iter": 1120, "lr": 0.002, "memory": 10966, "data_time": 0.10576, "top1_acc": 0.50625, "top5_acc": 0.80039, "loss_cls": 1.81811, "loss": 1.81811, "grad_norm": 4.94802, "time": 1.983}
{"mode": "train", "epoch": 29, "iter": 1140, "lr": 0.002, "memory": 10966, "data_time": 0.07205, "top1_acc": 0.51484, "top5_acc": 0.78945, "loss_cls": 1.86177, "loss": 1.86177, "grad_norm": 4.97101, "time": 2.09376}
{"mode": "train", "epoch": 29, "iter": 1160, "lr": 0.002, "memory": 10966, "data_time": 0.12798, "top1_acc": 0.52148, "top5_acc": 0.80312, "loss_cls": 1.80268, "loss": 1.80268, "grad_norm": 4.86485, "time": 2.09173}
{"mode": "train", "epoch": 29, "iter": 1180, "lr": 0.002, "memory": 10966, "data_time": 0.19978, "top1_acc": 0.50703, "top5_acc": 0.775, "loss_cls": 1.91207, "loss": 1.91207, "grad_norm": 5.06887, "time": 2.05653}
{"mode": "train", "epoch": 29, "iter": 1200, "lr": 0.002, "memory": 10966, "data_time": 0.05105, "top1_acc": 0.53086, "top5_acc": 0.80156, "loss_cls": 1.77351, "loss": 1.77351, "grad_norm": 4.90553, "time": 2.05584}
{"mode": "train", "epoch": 29, "iter": 1220, "lr": 0.002, "memory": 10966, "data_time": 0.00301, "top1_acc": 0.48203, "top5_acc": 0.79102, "loss_cls": 1.9226, "loss": 1.9226, "grad_norm": 5.05386, "time": 1.91543}
{"mode": "train", "epoch": 29, "iter": 1240, "lr": 0.002, "memory": 10966, "data_time": 0.03924, "top1_acc": 0.48555, "top5_acc": 0.77344, "loss_cls": 1.90229, "loss": 1.90229, "grad_norm": 4.96142, "time": 2.13074}
{"mode": "train", "epoch": 29, "iter": 1260, "lr": 0.002, "memory": 10966, "data_time": 0.00294, "top1_acc": 0.5125, "top5_acc": 0.79492, "loss_cls": 1.85174, "loss": 1.85174, "grad_norm": 4.99816, "time": 2.10357}
{"mode": "train", "epoch": 29, "iter": 1280, "lr": 0.002, "memory": 10966, "data_time": 0.00505, "top1_acc": 0.5207, "top5_acc": 0.79727, "loss_cls": 1.83146, "loss": 1.83146, "grad_norm": 4.99499, "time": 1.94653}
{"mode": "train", "epoch": 29, "iter": 1300, "lr": 0.002, "memory": 10966, "data_time": 0.01751, "top1_acc": 0.50313, "top5_acc": 0.78047, "loss_cls": 1.91062, "loss": 1.91062, "grad_norm": 5.09465, "time": 2.15953}
{"mode": "train", "epoch": 29, "iter": 1320, "lr": 0.002, "memory": 10966, "data_time": 0.59818, "top1_acc": 0.49722, "top5_acc": 0.77817, "loss_cls": 1.90811, "loss": 1.90811, "grad_norm": 5.08816, "time": 1.76286}
{"mode": "val", "epoch": 29, "iter": 1320, "lr": 0.002, "top1_acc": 0.32066, "top5_acc": 0.6238, "mean_class_accuracy": 0.2547}
{"mode": "train", "epoch": 30, "iter": 20, "lr": 0.002, "memory": 10966, "data_time": 5.31678, "top1_acc": 0.52734, "top5_acc": 0.79883, "loss_cls": 1.79871, "loss": 1.79871, "grad_norm": 4.81109, "time": 7.08131}
{"mode": "train", "epoch": 30, "iter": 40, "lr": 0.002, "memory": 10966, "data_time": 0.00916, "top1_acc": 0.52031, "top5_acc": 0.79062, "loss_cls": 1.81712, "loss": 1.81712, "grad_norm": 4.80738, "time": 2.01705}
{"mode": "train", "epoch": 30, "iter": 60, "lr": 0.002, "memory": 10966, "data_time": 0.00292, "top1_acc": 0.52461, "top5_acc": 0.79883, "loss_cls": 1.80529, "loss": 1.80529, "grad_norm": 4.85538, "time": 2.09373}
{"mode": "train", "epoch": 30, "iter": 80, "lr": 0.002, "memory": 10966, "data_time": 0.62194, "top1_acc": 0.52695, "top5_acc": 0.80469, "loss_cls": 1.7655, "loss": 1.7655, "grad_norm": 4.78348, "time": 2.06474}
{"mode": "train", "epoch": 30, "iter": 100, "lr": 0.002, "memory": 10966, "data_time": 0.31795, "top1_acc": 0.51016, "top5_acc": 0.79062, "loss_cls": 1.87929, "loss": 1.87929, "grad_norm": 5.0858, "time": 1.96396}
{"mode": "train", "epoch": 30, "iter": 120, "lr": 0.002, "memory": 10966, "data_time": 0.07963, "top1_acc": 0.52031, "top5_acc": 0.80117, "loss_cls": 1.82724, "loss": 1.82724, "grad_norm": 4.94443, "time": 2.07856}
{"mode": "train", "epoch": 30, "iter": 140, "lr": 0.002, "memory": 10966, "data_time": 0.67685, "top1_acc": 0.51328, "top5_acc": 0.79727, "loss_cls": 1.82052, "loss": 1.82052, "grad_norm": 5.0249, "time": 2.01865}
{"mode": "train", "epoch": 30, "iter": 160, "lr": 0.002, "memory": 10966, "data_time": 1.52102, "top1_acc": 0.53242, "top5_acc": 0.80195, "loss_cls": 1.77826, "loss": 1.77826, "grad_norm": 4.95608, "time": 2.10153}
{"mode": "train", "epoch": 30, "iter": 180, "lr": 0.002, "memory": 10966, "data_time": 1.53037, "top1_acc": 0.52109, "top5_acc": 0.79219, "loss_cls": 1.84923, "loss": 1.84923, "grad_norm": 4.9888, "time": 2.11101}
{"mode": "train", "epoch": 30, "iter": 200, "lr": 0.002, "memory": 10966, "data_time": 0.97624, "top1_acc": 0.52734, "top5_acc": 0.79219, "loss_cls": 1.82703, "loss": 1.82703, "grad_norm": 5.1174, "time": 2.21784}
{"mode": "train", "epoch": 30, "iter": 220, "lr": 0.002, "memory": 10966, "data_time": 0.01648, "top1_acc": 0.51484, "top5_acc": 0.78789, "loss_cls": 1.83655, "loss": 1.83655, "grad_norm": 4.95427, "time": 2.13483}
{"mode": "train", "epoch": 30, "iter": 240, "lr": 0.002, "memory": 10966, "data_time": 0.05301, "top1_acc": 0.50781, "top5_acc": 0.7957, "loss_cls": 1.83045, "loss": 1.83045, "grad_norm": 4.94419, "time": 2.0025}
{"mode": "train", "epoch": 30, "iter": 260, "lr": 0.002, "memory": 10966, "data_time": 0.00681, "top1_acc": 0.50156, "top5_acc": 0.7793, "loss_cls": 1.90273, "loss": 1.90273, "grad_norm": 5.08935, "time": 1.93965}
{"mode": "train", "epoch": 30, "iter": 280, "lr": 0.002, "memory": 10966, "data_time": 0.0081, "top1_acc": 0.51953, "top5_acc": 0.79727, "loss_cls": 1.83015, "loss": 1.83015, "grad_norm": 4.97772, "time": 2.08673}
{"mode": "train", "epoch": 30, "iter": 300, "lr": 0.002, "memory": 10966, "data_time": 0.00592, "top1_acc": 0.52227, "top5_acc": 0.80117, "loss_cls": 1.81975, "loss": 1.81975, "grad_norm": 5.12537, "time": 2.06535}
{"mode": "train", "epoch": 30, "iter": 320, "lr": 0.002, "memory": 10966, "data_time": 0.08775, "top1_acc": 0.51484, "top5_acc": 0.79805, "loss_cls": 1.82029, "loss": 1.82029, "grad_norm": 4.96323, "time": 2.05014}
{"mode": "train", "epoch": 30, "iter": 340, "lr": 0.002, "memory": 10966, "data_time": 0.88196, "top1_acc": 0.51562, "top5_acc": 0.78555, "loss_cls": 1.82393, "loss": 1.82393, "grad_norm": 4.94176, "time": 2.04931}
{"mode": "train", "epoch": 30, "iter": 360, "lr": 0.002, "memory": 10966, "data_time": 1.37602, "top1_acc": 0.52031, "top5_acc": 0.81836, "loss_cls": 1.73956, "loss": 1.73956, "grad_norm": 4.92153, "time": 1.96692}
{"mode": "train", "epoch": 30, "iter": 380, "lr": 0.002, "memory": 10966, "data_time": 1.34446, "top1_acc": 0.50781, "top5_acc": 0.78438, "loss_cls": 1.87472, "loss": 1.87472, "grad_norm": 4.9713, "time": 2.02889}
{"mode": "train", "epoch": 30, "iter": 400, "lr": 0.002, "memory": 10966, "data_time": 1.4851, "top1_acc": 0.52266, "top5_acc": 0.79766, "loss_cls": 1.81721, "loss": 1.81721, "grad_norm": 4.96792, "time": 2.05498}
{"mode": "train", "epoch": 30, "iter": 420, "lr": 0.002, "memory": 10966, "data_time": 0.35435, "top1_acc": 0.52852, "top5_acc": 0.79336, "loss_cls": 1.81448, "loss": 1.81448, "grad_norm": 4.93941, "time": 2.20438}
{"mode": "train", "epoch": 30, "iter": 440, "lr": 0.002, "memory": 10966, "data_time": 0.00481, "top1_acc": 0.51172, "top5_acc": 0.78945, "loss_cls": 1.83743, "loss": 1.83743, "grad_norm": 5.01053, "time": 1.99115}
{"mode": "train", "epoch": 30, "iter": 460, "lr": 0.002, "memory": 10966, "data_time": 0.00376, "top1_acc": 0.51875, "top5_acc": 0.79414, "loss_cls": 1.84057, "loss": 1.84057, "grad_norm": 5.01935, "time": 2.00587}
{"mode": "train", "epoch": 30, "iter": 480, "lr": 0.002, "memory": 10966, "data_time": 1.05179, "top1_acc": 0.50313, "top5_acc": 0.79492, "loss_cls": 1.85302, "loss": 1.85302, "grad_norm": 4.99577, "time": 2.01701}
{"mode": "train", "epoch": 30, "iter": 500, "lr": 0.002, "memory": 10966, "data_time": 0.3442, "top1_acc": 0.49141, "top5_acc": 0.78125, "loss_cls": 1.89987, "loss": 1.89987, "grad_norm": 5.13883, "time": 2.13584}
{"mode": "train", "epoch": 30, "iter": 520, "lr": 0.002, "memory": 10966, "data_time": 0.01264, "top1_acc": 0.4957, "top5_acc": 0.78945, "loss_cls": 1.86942, "loss": 1.86942, "grad_norm": 5.02114, "time": 2.12747}
{"mode": "train", "epoch": 30, "iter": 540, "lr": 0.002, "memory": 10966, "data_time": 0.06817, "top1_acc": 0.50625, "top5_acc": 0.79805, "loss_cls": 1.85522, "loss": 1.85522, "grad_norm": 5.0853, "time": 1.89186}
{"mode": "train", "epoch": 30, "iter": 560, "lr": 0.002, "memory": 10966, "data_time": 0.91874, "top1_acc": 0.51367, "top5_acc": 0.80508, "loss_cls": 1.83511, "loss": 1.83511, "grad_norm": 5.03723, "time": 2.08248}
{"mode": "train", "epoch": 30, "iter": 580, "lr": 0.002, "memory": 10966, "data_time": 0.66837, "top1_acc": 0.52461, "top5_acc": 0.79375, "loss_cls": 1.81267, "loss": 1.81267, "grad_norm": 4.99813, "time": 2.19319}
{"mode": "train", "epoch": 30, "iter": 600, "lr": 0.002, "memory": 10966, "data_time": 0.411, "top1_acc": 0.50156, "top5_acc": 0.78945, "loss_cls": 1.88815, "loss": 1.88815, "grad_norm": 5.07717, "time": 1.96446}
{"mode": "train", "epoch": 30, "iter": 620, "lr": 0.002, "memory": 10966, "data_time": 0.00958, "top1_acc": 0.50625, "top5_acc": 0.79141, "loss_cls": 1.8697, "loss": 1.8697, "grad_norm": 5.1088, "time": 2.03521}
{"mode": "train", "epoch": 30, "iter": 640, "lr": 0.002, "memory": 10966, "data_time": 0.00949, "top1_acc": 0.50742, "top5_acc": 0.79414, "loss_cls": 1.85176, "loss": 1.85176, "grad_norm": 5.07699, "time": 2.01154}
{"mode": "train", "epoch": 30, "iter": 660, "lr": 0.002, "memory": 10966, "data_time": 0.01426, "top1_acc": 0.51211, "top5_acc": 0.80039, "loss_cls": 1.83427, "loss": 1.83427, "grad_norm": 4.94407, "time": 2.03818}
{"mode": "train", "epoch": 30, "iter": 680, "lr": 0.002, "memory": 10966, "data_time": 0.77155, "top1_acc": 0.50586, "top5_acc": 0.79453, "loss_cls": 1.84612, "loss": 1.84612, "grad_norm": 4.98987, "time": 2.07407}
{"mode": "train", "epoch": 30, "iter": 700, "lr": 0.002, "memory": 10966, "data_time": 1.30191, "top1_acc": 0.51758, "top5_acc": 0.79531, "loss_cls": 1.84074, "loss": 1.84074, "grad_norm": 5.0328, "time": 1.95399}
{"mode": "train", "epoch": 30, "iter": 720, "lr": 0.002, "memory": 10966, "data_time": 1.52564, "top1_acc": 0.51641, "top5_acc": 0.81289, "loss_cls": 1.81323, "loss": 1.81323, "grad_norm": 5.05203, "time": 2.11708}
{"mode": "train", "epoch": 30, "iter": 740, "lr": 0.002, "memory": 10966, "data_time": 0.21074, "top1_acc": 0.51172, "top5_acc": 0.7918, "loss_cls": 1.84416, "loss": 1.84416, "grad_norm": 5.14947, "time": 2.14938}
{"mode": "train", "epoch": 30, "iter": 760, "lr": 0.002, "memory": 10966, "data_time": 0.00361, "top1_acc": 0.49609, "top5_acc": 0.79258, "loss_cls": 1.83786, "loss": 1.83786, "grad_norm": 5.00852, "time": 2.04029}
{"mode": "train", "epoch": 30, "iter": 780, "lr": 0.002, "memory": 10966, "data_time": 0.02232, "top1_acc": 0.50234, "top5_acc": 0.7793, "loss_cls": 1.87879, "loss": 1.87879, "grad_norm": 5.04194, "time": 2.04872}
{"mode": "train", "epoch": 30, "iter": 800, "lr": 0.002, "memory": 10966, "data_time": 0.00427, "top1_acc": 0.51719, "top5_acc": 0.78672, "loss_cls": 1.86545, "loss": 1.86545, "grad_norm": 5.03058, "time": 1.99847}
{"mode": "train", "epoch": 30, "iter": 820, "lr": 0.002, "memory": 10966, "data_time": 0.00885, "top1_acc": 0.52305, "top5_acc": 0.79766, "loss_cls": 1.83366, "loss": 1.83366, "grad_norm": 5.04377, "time": 2.02232}
{"mode": "train", "epoch": 30, "iter": 840, "lr": 0.002, "memory": 10966, "data_time": 1.2463, "top1_acc": 0.50508, "top5_acc": 0.80039, "loss_cls": 1.82961, "loss": 1.82961, "grad_norm": 5.10231, "time": 2.01947}
{"mode": "train", "epoch": 30, "iter": 860, "lr": 0.002, "memory": 10966, "data_time": 0.51035, "top1_acc": 0.53711, "top5_acc": 0.80469, "loss_cls": 1.77049, "loss": 1.77049, "grad_norm": 4.95968, "time": 1.92367}
{"mode": "train", "epoch": 30, "iter": 880, "lr": 0.002, "memory": 10966, "data_time": 0.95868, "top1_acc": 0.52539, "top5_acc": 0.79062, "loss_cls": 1.82448, "loss": 1.82448, "grad_norm": 4.95817, "time": 2.22696}
{"mode": "train", "epoch": 30, "iter": 900, "lr": 0.002, "memory": 10966, "data_time": 1.20375, "top1_acc": 0.5082, "top5_acc": 0.79102, "loss_cls": 1.83703, "loss": 1.83703, "grad_norm": 4.94353, "time": 1.96386}
{"mode": "train", "epoch": 30, "iter": 920, "lr": 0.002, "memory": 10966, "data_time": 1.33118, "top1_acc": 0.52344, "top5_acc": 0.80273, "loss_cls": 1.79969, "loss": 1.79969, "grad_norm": 4.95604, "time": 2.09356}
{"mode": "train", "epoch": 30, "iter": 940, "lr": 0.002, "memory": 10966, "data_time": 1.28757, "top1_acc": 0.50938, "top5_acc": 0.80078, "loss_cls": 1.80369, "loss": 1.80369, "grad_norm": 4.94644, "time": 1.88227}
{"mode": "train", "epoch": 30, "iter": 960, "lr": 0.002, "memory": 10966, "data_time": 1.43448, "top1_acc": 0.53555, "top5_acc": 0.80781, "loss_cls": 1.75979, "loss": 1.75979, "grad_norm": 4.90234, "time": 2.18491}
{"mode": "train", "epoch": 30, "iter": 980, "lr": 0.002, "memory": 10966, "data_time": 1.38808, "top1_acc": 0.50586, "top5_acc": 0.79531, "loss_cls": 1.82779, "loss": 1.82779, "grad_norm": 5.11922, "time": 2.01788}
{"mode": "train", "epoch": 30, "iter": 1000, "lr": 0.002, "memory": 10966, "data_time": 1.52203, "top1_acc": 0.49844, "top5_acc": 0.78164, "loss_cls": 1.90436, "loss": 1.90436, "grad_norm": 5.04948, "time": 2.1109}
{"mode": "train", "epoch": 30, "iter": 1020, "lr": 0.002, "memory": 10966, "data_time": 0.84458, "top1_acc": 0.51445, "top5_acc": 0.78828, "loss_cls": 1.82626, "loss": 1.82626, "grad_norm": 4.97421, "time": 1.9606}
{"mode": "train", "epoch": 30, "iter": 1040, "lr": 0.002, "memory": 10966, "data_time": 0.08391, "top1_acc": 0.50117, "top5_acc": 0.79023, "loss_cls": 1.88143, "loss": 1.88143, "grad_norm": 5.11309, "time": 1.97837}
{"mode": "train", "epoch": 30, "iter": 1060, "lr": 0.002, "memory": 10966, "data_time": 0.68651, "top1_acc": 0.51289, "top5_acc": 0.79023, "loss_cls": 1.84006, "loss": 1.84006, "grad_norm": 4.91403, "time": 2.11515}
{"mode": "train", "epoch": 30, "iter": 1080, "lr": 0.002, "memory": 10966, "data_time": 0.71863, "top1_acc": 0.51016, "top5_acc": 0.79531, "loss_cls": 1.83393, "loss": 1.83393, "grad_norm": 5.00274, "time": 2.09852}
{"mode": "train", "epoch": 30, "iter": 1100, "lr": 0.002, "memory": 10966, "data_time": 0.00353, "top1_acc": 0.51094, "top5_acc": 0.80352, "loss_cls": 1.80823, "loss": 1.80823, "grad_norm": 5.01474, "time": 2.14651}
{"mode": "train", "epoch": 30, "iter": 1120, "lr": 0.002, "memory": 10966, "data_time": 1.21721, "top1_acc": 0.49648, "top5_acc": 0.78281, "loss_cls": 1.91316, "loss": 1.91316, "grad_norm": 5.1075, "time": 2.01539}
{"mode": "train", "epoch": 30, "iter": 1140, "lr": 0.002, "memory": 10966, "data_time": 1.12643, "top1_acc": 0.51406, "top5_acc": 0.79805, "loss_cls": 1.83969, "loss": 1.83969, "grad_norm": 5.05227, "time": 2.01623}
{"mode": "train", "epoch": 30, "iter": 1160, "lr": 0.002, "memory": 10966, "data_time": 1.11678, "top1_acc": 0.52734, "top5_acc": 0.79883, "loss_cls": 1.77201, "loss": 1.77201, "grad_norm": 4.85598, "time": 2.09036}
{"mode": "train", "epoch": 30, "iter": 1180, "lr": 0.002, "memory": 10966, "data_time": 1.3592, "top1_acc": 0.5168, "top5_acc": 0.79492, "loss_cls": 1.83255, "loss": 1.83255, "grad_norm": 5.05319, "time": 2.09793}
{"mode": "train", "epoch": 30, "iter": 1200, "lr": 0.002, "memory": 10966, "data_time": 0.12269, "top1_acc": 0.51172, "top5_acc": 0.7875, "loss_cls": 1.84547, "loss": 1.84547, "grad_norm": 4.98447, "time": 2.14234}
{"mode": "train", "epoch": 30, "iter": 1220, "lr": 0.002, "memory": 10966, "data_time": 0.04936, "top1_acc": 0.5207, "top5_acc": 0.79531, "loss_cls": 1.80997, "loss": 1.80997, "grad_norm": 4.97308, "time": 1.97026}
{"mode": "train", "epoch": 30, "iter": 1240, "lr": 0.002, "memory": 10966, "data_time": 0.00373, "top1_acc": 0.50313, "top5_acc": 0.7918, "loss_cls": 1.88227, "loss": 1.88227, "grad_norm": 5.20968, "time": 2.20465}
{"mode": "train", "epoch": 30, "iter": 1260, "lr": 0.002, "memory": 10966, "data_time": 0.0021, "top1_acc": 0.525, "top5_acc": 0.78672, "loss_cls": 1.83336, "loss": 1.83336, "grad_norm": 4.99933, "time": 1.93716}
{"mode": "train", "epoch": 30, "iter": 1280, "lr": 0.002, "memory": 10966, "data_time": 0.18434, "top1_acc": 0.51562, "top5_acc": 0.8043, "loss_cls": 1.82666, "loss": 1.82666, "grad_norm": 5.23936, "time": 2.20715}
{"mode": "train", "epoch": 30, "iter": 1300, "lr": 0.002, "memory": 10966, "data_time": 1.09962, "top1_acc": 0.49688, "top5_acc": 0.77305, "loss_cls": 1.89395, "loss": 1.89395, "grad_norm": 5.18184, "time": 1.95514}
{"mode": "train", "epoch": 30, "iter": 1320, "lr": 0.002, "memory": 10966, "data_time": 1.34055, "top1_acc": 0.51071, "top5_acc": 0.78571, "loss_cls": 1.87187, "loss": 1.87187, "grad_norm": 5.22211, "time": 1.90378}
{"mode": "val", "epoch": 30, "iter": 1320, "lr": 0.002, "top1_acc": 0.31763, "top5_acc": 0.62211, "mean_class_accuracy": 0.25448}
{"mode": "train", "epoch": 31, "iter": 20, "lr": 0.002, "memory": 10966, "data_time": 5.00691, "top1_acc": 0.51406, "top5_acc": 0.79062, "loss_cls": 1.83434, "loss": 1.83434, "grad_norm": 4.97384, "time": 6.86477}
{"mode": "train", "epoch": 31, "iter": 40, "lr": 0.002, "memory": 10966, "data_time": 0.45712, "top1_acc": 0.51094, "top5_acc": 0.79922, "loss_cls": 1.85367, "loss": 1.85367, "grad_norm": 5.19099, "time": 2.12119}
{"mode": "train", "epoch": 31, "iter": 60, "lr": 0.002, "memory": 10966, "data_time": 0.00413, "top1_acc": 0.51133, "top5_acc": 0.8, "loss_cls": 1.82956, "loss": 1.82956, "grad_norm": 5.03938, "time": 2.07694}
{"mode": "train", "epoch": 31, "iter": 80, "lr": 0.002, "memory": 10966, "data_time": 0.00522, "top1_acc": 0.51172, "top5_acc": 0.79922, "loss_cls": 1.81054, "loss": 1.81054, "grad_norm": 5.12048, "time": 2.14896}
{"mode": "train", "epoch": 31, "iter": 100, "lr": 0.002, "memory": 10966, "data_time": 0.26516, "top1_acc": 0.51211, "top5_acc": 0.79414, "loss_cls": 1.82984, "loss": 1.82984, "grad_norm": 5.06306, "time": 1.96736}
{"mode": "train", "epoch": 31, "iter": 120, "lr": 0.002, "memory": 10966, "data_time": 0.64239, "top1_acc": 0.51406, "top5_acc": 0.79023, "loss_cls": 1.82056, "loss": 1.82056, "grad_norm": 5.11269, "time": 2.18082}
{"mode": "train", "epoch": 31, "iter": 140, "lr": 0.002, "memory": 10966, "data_time": 0.01674, "top1_acc": 0.52422, "top5_acc": 0.80898, "loss_cls": 1.79026, "loss": 1.79026, "grad_norm": 5.09284, "time": 2.0671}
{"mode": "train", "epoch": 31, "iter": 160, "lr": 0.002, "memory": 10966, "data_time": 0.0267, "top1_acc": 0.52305, "top5_acc": 0.80078, "loss_cls": 1.77006, "loss": 1.77006, "grad_norm": 5.14334, "time": 1.97659}
{"mode": "train", "epoch": 31, "iter": 180, "lr": 0.002, "memory": 10966, "data_time": 0.00334, "top1_acc": 0.52266, "top5_acc": 0.80391, "loss_cls": 1.77138, "loss": 1.77138, "grad_norm": 4.96545, "time": 2.11415}
{"mode": "train", "epoch": 31, "iter": 200, "lr": 0.002, "memory": 10966, "data_time": 0.01179, "top1_acc": 0.52578, "top5_acc": 0.80625, "loss_cls": 1.783, "loss": 1.783, "grad_norm": 5.06618, "time": 2.13767}
{"mode": "train", "epoch": 31, "iter": 220, "lr": 0.002, "memory": 10966, "data_time": 0.01114, "top1_acc": 0.52148, "top5_acc": 0.8082, "loss_cls": 1.80591, "loss": 1.80591, "grad_norm": 5.17197, "time": 2.03137}
{"mode": "train", "epoch": 31, "iter": 240, "lr": 0.002, "memory": 10966, "data_time": 0.00476, "top1_acc": 0.50586, "top5_acc": 0.79727, "loss_cls": 1.81691, "loss": 1.81691, "grad_norm": 4.99324, "time": 1.90712}
{"mode": "train", "epoch": 31, "iter": 260, "lr": 0.002, "memory": 10966, "data_time": 0.04652, "top1_acc": 0.51953, "top5_acc": 0.79805, "loss_cls": 1.79974, "loss": 1.79974, "grad_norm": 5.02499, "time": 2.15266}
{"mode": "train", "epoch": 31, "iter": 280, "lr": 0.002, "memory": 10966, "data_time": 0.00685, "top1_acc": 0.52266, "top5_acc": 0.79844, "loss_cls": 1.8234, "loss": 1.8234, "grad_norm": 5.04583, "time": 1.97075}
{"mode": "train", "epoch": 31, "iter": 300, "lr": 0.002, "memory": 10966, "data_time": 0.02348, "top1_acc": 0.51133, "top5_acc": 0.80117, "loss_cls": 1.78481, "loss": 1.78481, "grad_norm": 5.06919, "time": 2.05479}
{"mode": "train", "epoch": 31, "iter": 320, "lr": 0.002, "memory": 10966, "data_time": 0.01973, "top1_acc": 0.52031, "top5_acc": 0.79648, "loss_cls": 1.82453, "loss": 1.82453, "grad_norm": 5.10385, "time": 2.06896}
{"mode": "train", "epoch": 31, "iter": 340, "lr": 0.002, "memory": 10966, "data_time": 0.04613, "top1_acc": 0.51406, "top5_acc": 0.78398, "loss_cls": 1.82843, "loss": 1.82843, "grad_norm": 5.09091, "time": 2.04623}
{"mode": "train", "epoch": 31, "iter": 360, "lr": 0.002, "memory": 10966, "data_time": 0.05832, "top1_acc": 0.51719, "top5_acc": 0.79922, "loss_cls": 1.79592, "loss": 1.79592, "grad_norm": 5.11415, "time": 2.09196}
{"mode": "train", "epoch": 31, "iter": 380, "lr": 0.002, "memory": 10966, "data_time": 0.00785, "top1_acc": 0.50898, "top5_acc": 0.79688, "loss_cls": 1.83714, "loss": 1.83714, "grad_norm": 5.17765, "time": 1.96986}
{"mode": "train", "epoch": 31, "iter": 400, "lr": 0.002, "memory": 10966, "data_time": 0.01522, "top1_acc": 0.52773, "top5_acc": 0.80234, "loss_cls": 1.78845, "loss": 1.78845, "grad_norm": 5.0465, "time": 2.10094}
{"mode": "train", "epoch": 31, "iter": 420, "lr": 0.002, "memory": 10966, "data_time": 0.00438, "top1_acc": 0.50664, "top5_acc": 0.79609, "loss_cls": 1.8374, "loss": 1.8374, "grad_norm": 5.27548, "time": 2.11485}
{"mode": "train", "epoch": 31, "iter": 440, "lr": 0.002, "memory": 10966, "data_time": 0.00357, "top1_acc": 0.5207, "top5_acc": 0.79844, "loss_cls": 1.79233, "loss": 1.79233, "grad_norm": 5.11353, "time": 2.11219}
{"mode": "train", "epoch": 31, "iter": 460, "lr": 0.002, "memory": 10966, "data_time": 0.00779, "top1_acc": 0.52188, "top5_acc": 0.78867, "loss_cls": 1.83334, "loss": 1.83334, "grad_norm": 5.21545, "time": 2.02218}
{"mode": "train", "epoch": 31, "iter": 480, "lr": 0.002, "memory": 10966, "data_time": 0.01352, "top1_acc": 0.4875, "top5_acc": 0.77852, "loss_cls": 1.90453, "loss": 1.90453, "grad_norm": 5.14328, "time": 2.05458}
{"mode": "train", "epoch": 31, "iter": 500, "lr": 0.002, "memory": 10966, "data_time": 0.00802, "top1_acc": 0.50234, "top5_acc": 0.78516, "loss_cls": 1.88691, "loss": 1.88691, "grad_norm": 5.1893, "time": 2.04318}
{"mode": "train", "epoch": 31, "iter": 520, "lr": 0.002, "memory": 10966, "data_time": 0.14966, "top1_acc": 0.52578, "top5_acc": 0.79961, "loss_cls": 1.79167, "loss": 1.79167, "grad_norm": 5.02789, "time": 2.0575}
{"mode": "train", "epoch": 31, "iter": 540, "lr": 0.002, "memory": 10966, "data_time": 0.00657, "top1_acc": 0.52461, "top5_acc": 0.80781, "loss_cls": 1.78653, "loss": 1.78653, "grad_norm": 5.07169, "time": 1.96706}
{"mode": "train", "epoch": 31, "iter": 560, "lr": 0.002, "memory": 10966, "data_time": 0.00736, "top1_acc": 0.50078, "top5_acc": 0.78398, "loss_cls": 1.88035, "loss": 1.88035, "grad_norm": 5.25045, "time": 2.06914}
{"mode": "train", "epoch": 31, "iter": 580, "lr": 0.002, "memory": 10966, "data_time": 0.13067, "top1_acc": 0.52656, "top5_acc": 0.80156, "loss_cls": 1.79195, "loss": 1.79195, "grad_norm": 5.07248, "time": 1.99295}
{"mode": "train", "epoch": 31, "iter": 600, "lr": 0.002, "memory": 10966, "data_time": 0.10315, "top1_acc": 0.50273, "top5_acc": 0.79766, "loss_cls": 1.84309, "loss": 1.84309, "grad_norm": 5.21471, "time": 2.02758}
{"mode": "train", "epoch": 31, "iter": 620, "lr": 0.002, "memory": 10966, "data_time": 0.0058, "top1_acc": 0.51094, "top5_acc": 0.78711, "loss_cls": 1.85292, "loss": 1.85292, "grad_norm": 5.13751, "time": 2.18075}
{"mode": "train", "epoch": 31, "iter": 640, "lr": 0.002, "memory": 10966, "data_time": 0.00623, "top1_acc": 0.50664, "top5_acc": 0.78594, "loss_cls": 1.85461, "loss": 1.85461, "grad_norm": 5.16107, "time": 1.97776}
{"mode": "train", "epoch": 31, "iter": 660, "lr": 0.002, "memory": 10966, "data_time": 0.03169, "top1_acc": 0.51055, "top5_acc": 0.78398, "loss_cls": 1.84586, "loss": 1.84586, "grad_norm": 5.1605, "time": 2.12643}
{"mode": "train", "epoch": 31, "iter": 680, "lr": 0.002, "memory": 10966, "data_time": 0.04219, "top1_acc": 0.53672, "top5_acc": 0.81484, "loss_cls": 1.74137, "loss": 1.74137, "grad_norm": 5.03286, "time": 1.99604}
{"mode": "train", "epoch": 31, "iter": 700, "lr": 0.002, "memory": 10966, "data_time": 0.09878, "top1_acc": 0.52148, "top5_acc": 0.79258, "loss_cls": 1.80921, "loss": 1.80921, "grad_norm": 5.08691, "time": 2.11572}
{"mode": "train", "epoch": 31, "iter": 720, "lr": 0.002, "memory": 10966, "data_time": 0.18952, "top1_acc": 0.51953, "top5_acc": 0.79922, "loss_cls": 1.78554, "loss": 1.78554, "grad_norm": 5.18823, "time": 1.98384}
{"mode": "train", "epoch": 31, "iter": 740, "lr": 0.002, "memory": 10966, "data_time": 0.61547, "top1_acc": 0.5207, "top5_acc": 0.79297, "loss_cls": 1.82545, "loss": 1.82545, "grad_norm": 5.20098, "time": 2.01942}
{"mode": "train", "epoch": 31, "iter": 760, "lr": 0.002, "memory": 10966, "data_time": 0.20058, "top1_acc": 0.52617, "top5_acc": 0.79258, "loss_cls": 1.78573, "loss": 1.78573, "grad_norm": 5.06055, "time": 2.18875}
{"mode": "train", "epoch": 31, "iter": 780, "lr": 0.002, "memory": 10966, "data_time": 0.00473, "top1_acc": 0.51211, "top5_acc": 0.79453, "loss_cls": 1.83827, "loss": 1.83827, "grad_norm": 5.17537, "time": 2.04133}
{"mode": "train", "epoch": 31, "iter": 800, "lr": 0.002, "memory": 10966, "data_time": 0.00517, "top1_acc": 0.51719, "top5_acc": 0.79883, "loss_cls": 1.81516, "loss": 1.81516, "grad_norm": 5.07096, "time": 1.96802}
{"mode": "train", "epoch": 31, "iter": 820, "lr": 0.002, "memory": 10966, "data_time": 0.19616, "top1_acc": 0.51953, "top5_acc": 0.79609, "loss_cls": 1.81126, "loss": 1.81126, "grad_norm": 5.13451, "time": 2.11074}
{"mode": "train", "epoch": 31, "iter": 840, "lr": 0.002, "memory": 10966, "data_time": 0.0052, "top1_acc": 0.53555, "top5_acc": 0.8, "loss_cls": 1.7898, "loss": 1.7898, "grad_norm": 5.12795, "time": 1.93096}
{"mode": "train", "epoch": 31, "iter": 860, "lr": 0.002, "memory": 10966, "data_time": 0.23267, "top1_acc": 0.50977, "top5_acc": 0.78984, "loss_cls": 1.88353, "loss": 1.88353, "grad_norm": 5.24163, "time": 2.17932}
{"mode": "train", "epoch": 31, "iter": 880, "lr": 0.002, "memory": 10966, "data_time": 0.19302, "top1_acc": 0.50352, "top5_acc": 0.78164, "loss_cls": 1.86071, "loss": 1.86071, "grad_norm": 5.12427, "time": 2.01545}
{"mode": "train", "epoch": 31, "iter": 900, "lr": 0.002, "memory": 10966, "data_time": 0.17843, "top1_acc": 0.51172, "top5_acc": 0.79844, "loss_cls": 1.83566, "loss": 1.83566, "grad_norm": 5.06085, "time": 2.07084}
{"mode": "train", "epoch": 31, "iter": 920, "lr": 0.002, "memory": 10966, "data_time": 0.03803, "top1_acc": 0.51523, "top5_acc": 0.78867, "loss_cls": 1.83449, "loss": 1.83449, "grad_norm": 5.17894, "time": 2.00954}
{"mode": "train", "epoch": 31, "iter": 940, "lr": 0.002, "memory": 10966, "data_time": 0.0539, "top1_acc": 0.53594, "top5_acc": 0.81055, "loss_cls": 1.76336, "loss": 1.76336, "grad_norm": 5.03898, "time": 2.1614}
{"mode": "train", "epoch": 31, "iter": 960, "lr": 0.002, "memory": 10966, "data_time": 0.00538, "top1_acc": 0.52305, "top5_acc": 0.79102, "loss_cls": 1.85736, "loss": 1.85736, "grad_norm": 5.189, "time": 2.06016}
{"mode": "train", "epoch": 31, "iter": 980, "lr": 0.002, "memory": 10966, "data_time": 0.00738, "top1_acc": 0.5332, "top5_acc": 0.80312, "loss_cls": 1.77654, "loss": 1.77654, "grad_norm": 5.15262, "time": 2.06414}
{"mode": "train", "epoch": 31, "iter": 1000, "lr": 0.002, "memory": 10966, "data_time": 0.00689, "top1_acc": 0.51875, "top5_acc": 0.79531, "loss_cls": 1.80898, "loss": 1.80898, "grad_norm": 5.25516, "time": 1.99085}
{"mode": "train", "epoch": 31, "iter": 1020, "lr": 0.002, "memory": 10966, "data_time": 0.00429, "top1_acc": 0.50742, "top5_acc": 0.78359, "loss_cls": 1.89922, "loss": 1.89922, "grad_norm": 5.31997, "time": 2.17195}
{"mode": "train", "epoch": 31, "iter": 1040, "lr": 0.002, "memory": 10966, "data_time": 0.00625, "top1_acc": 0.5168, "top5_acc": 0.79609, "loss_cls": 1.80274, "loss": 1.80274, "grad_norm": 5.14686, "time": 2.16045}
{"mode": "train", "epoch": 31, "iter": 1060, "lr": 0.002, "memory": 10966, "data_time": 0.00604, "top1_acc": 0.52461, "top5_acc": 0.78906, "loss_cls": 1.82277, "loss": 1.82277, "grad_norm": 5.1267, "time": 1.92465}
{"mode": "train", "epoch": 31, "iter": 1080, "lr": 0.002, "memory": 10966, "data_time": 0.82395, "top1_acc": 0.53281, "top5_acc": 0.81328, "loss_cls": 1.7678, "loss": 1.7678, "grad_norm": 5.19597, "time": 2.05377}
{"mode": "train", "epoch": 31, "iter": 1100, "lr": 0.002, "memory": 10966, "data_time": 0.03698, "top1_acc": 0.51289, "top5_acc": 0.78516, "loss_cls": 1.87703, "loss": 1.87703, "grad_norm": 5.25891, "time": 1.99008}
{"mode": "train", "epoch": 31, "iter": 1120, "lr": 0.002, "memory": 10966, "data_time": 0.01921, "top1_acc": 0.52148, "top5_acc": 0.79609, "loss_cls": 1.83352, "loss": 1.83352, "grad_norm": 5.14375, "time": 2.1654}
{"mode": "train", "epoch": 31, "iter": 1140, "lr": 0.002, "memory": 10966, "data_time": 0.05346, "top1_acc": 0.51406, "top5_acc": 0.80117, "loss_cls": 1.85364, "loss": 1.85364, "grad_norm": 5.22077, "time": 2.08999}
{"mode": "train", "epoch": 31, "iter": 1160, "lr": 0.002, "memory": 10966, "data_time": 0.00581, "top1_acc": 0.50195, "top5_acc": 0.7875, "loss_cls": 1.87555, "loss": 1.87555, "grad_norm": 5.25689, "time": 2.02449}
{"mode": "train", "epoch": 31, "iter": 1180, "lr": 0.002, "memory": 10966, "data_time": 0.04005, "top1_acc": 0.51016, "top5_acc": 0.79531, "loss_cls": 1.8282, "loss": 1.8282, "grad_norm": 5.22795, "time": 2.16898}
{"mode": "train", "epoch": 31, "iter": 1200, "lr": 0.002, "memory": 10966, "data_time": 0.00725, "top1_acc": 0.50938, "top5_acc": 0.80117, "loss_cls": 1.78655, "loss": 1.78655, "grad_norm": 5.09365, "time": 1.91906}
{"mode": "train", "epoch": 31, "iter": 1220, "lr": 0.002, "memory": 10966, "data_time": 0.00226, "top1_acc": 0.51953, "top5_acc": 0.80508, "loss_cls": 1.81831, "loss": 1.81831, "grad_norm": 5.20166, "time": 2.12229}
{"mode": "train", "epoch": 31, "iter": 1240, "lr": 0.002, "memory": 10966, "data_time": 0.00318, "top1_acc": 0.48906, "top5_acc": 0.78633, "loss_cls": 1.88494, "loss": 1.88494, "grad_norm": 5.33513, "time": 2.12165}
{"mode": "train", "epoch": 31, "iter": 1260, "lr": 0.002, "memory": 10966, "data_time": 0.00582, "top1_acc": 0.52695, "top5_acc": 0.8082, "loss_cls": 1.79533, "loss": 1.79533, "grad_norm": 5.20322, "time": 2.03522}
{"mode": "train", "epoch": 31, "iter": 1280, "lr": 0.002, "memory": 10966, "data_time": 0.01403, "top1_acc": 0.51641, "top5_acc": 0.80273, "loss_cls": 1.79524, "loss": 1.79524, "grad_norm": 5.21135, "time": 2.02124}
{"mode": "train", "epoch": 31, "iter": 1300, "lr": 0.002, "memory": 10966, "data_time": 0.14768, "top1_acc": 0.50352, "top5_acc": 0.79414, "loss_cls": 1.80824, "loss": 1.80824, "grad_norm": 5.17014, "time": 1.96856}
{"mode": "train", "epoch": 31, "iter": 1320, "lr": 0.002, "memory": 10966, "data_time": 0.76739, "top1_acc": 0.52619, "top5_acc": 0.8004, "loss_cls": 1.80613, "loss": 1.80613, "grad_norm": 5.23488, "time": 1.89199}
{"mode": "val", "epoch": 31, "iter": 1320, "lr": 0.002, "top1_acc": 0.31578, "top5_acc": 0.62037, "mean_class_accuracy": 0.25135}
{"mode": "train", "epoch": 32, "iter": 20, "lr": 0.002, "memory": 10966, "data_time": 6.04742, "top1_acc": 0.51797, "top5_acc": 0.80273, "loss_cls": 1.77857, "loss": 1.77857, "grad_norm": 5.08594, "time": 6.85674}
{"mode": "train", "epoch": 32, "iter": 40, "lr": 0.002, "memory": 10966, "data_time": 0.86491, "top1_acc": 0.52852, "top5_acc": 0.79609, "loss_cls": 1.80643, "loss": 1.80643, "grad_norm": 5.03661, "time": 2.00567}
{"mode": "train", "epoch": 32, "iter": 60, "lr": 0.002, "memory": 10966, "data_time": 0.40681, "top1_acc": 0.51719, "top5_acc": 0.80156, "loss_cls": 1.80396, "loss": 1.80396, "grad_norm": 5.23405, "time": 1.96251}
{"mode": "train", "epoch": 32, "iter": 80, "lr": 0.002, "memory": 10966, "data_time": 0.93545, "top1_acc": 0.51523, "top5_acc": 0.80352, "loss_cls": 1.7886, "loss": 1.7886, "grad_norm": 5.25435, "time": 2.02607}
{"mode": "train", "epoch": 32, "iter": 100, "lr": 0.002, "memory": 10966, "data_time": 0.43744, "top1_acc": 0.53594, "top5_acc": 0.80117, "loss_cls": 1.78931, "loss": 1.78931, "grad_norm": 5.21731, "time": 2.13978}
{"mode": "train", "epoch": 32, "iter": 120, "lr": 0.002, "memory": 10966, "data_time": 0.00577, "top1_acc": 0.52266, "top5_acc": 0.80742, "loss_cls": 1.76154, "loss": 1.76154, "grad_norm": 5.05173, "time": 2.12704}
{"mode": "train", "epoch": 32, "iter": 140, "lr": 0.002, "memory": 10966, "data_time": 0.00735, "top1_acc": 0.52812, "top5_acc": 0.80312, "loss_cls": 1.78398, "loss": 1.78398, "grad_norm": 5.18275, "time": 2.04577}
{"mode": "train", "epoch": 32, "iter": 160, "lr": 0.002, "memory": 10966, "data_time": 0.00728, "top1_acc": 0.53203, "top5_acc": 0.80117, "loss_cls": 1.77877, "loss": 1.77877, "grad_norm": 5.21921, "time": 1.8676}
{"mode": "train", "epoch": 32, "iter": 180, "lr": 0.002, "memory": 10966, "data_time": 0.65472, "top1_acc": 0.51758, "top5_acc": 0.78789, "loss_cls": 1.84413, "loss": 1.84413, "grad_norm": 5.2538, "time": 2.03447}
{"mode": "train", "epoch": 32, "iter": 200, "lr": 0.002, "memory": 10966, "data_time": 1.25785, "top1_acc": 0.50781, "top5_acc": 0.79453, "loss_cls": 1.82937, "loss": 1.82937, "grad_norm": 5.22299, "time": 2.08842}
{"mode": "train", "epoch": 32, "iter": 220, "lr": 0.002, "memory": 10966, "data_time": 1.07257, "top1_acc": 0.52188, "top5_acc": 0.79375, "loss_cls": 1.8115, "loss": 1.8115, "grad_norm": 5.21598, "time": 1.95856}
{"mode": "train", "epoch": 32, "iter": 240, "lr": 0.002, "memory": 10966, "data_time": 0.10562, "top1_acc": 0.50898, "top5_acc": 0.79648, "loss_cls": 1.81976, "loss": 1.81976, "grad_norm": 5.23717, "time": 2.17621}
{"mode": "train", "epoch": 32, "iter": 260, "lr": 0.002, "memory": 10966, "data_time": 0.76701, "top1_acc": 0.5293, "top5_acc": 0.81484, "loss_cls": 1.76023, "loss": 1.76023, "grad_norm": 5.15508, "time": 2.08734}
{"mode": "train", "epoch": 32, "iter": 280, "lr": 0.002, "memory": 10966, "data_time": 0.27995, "top1_acc": 0.53047, "top5_acc": 0.8125, "loss_cls": 1.73481, "loss": 1.73481, "grad_norm": 5.10414, "time": 1.96247}
{"mode": "train", "epoch": 32, "iter": 300, "lr": 0.002, "memory": 10966, "data_time": 1.48652, "top1_acc": 0.52812, "top5_acc": 0.81797, "loss_cls": 1.72833, "loss": 1.72833, "grad_norm": 5.13167, "time": 2.08542}
{"mode": "train", "epoch": 32, "iter": 320, "lr": 0.002, "memory": 10966, "data_time": 0.76323, "top1_acc": 0.5375, "top5_acc": 0.79492, "loss_cls": 1.7836, "loss": 1.7836, "grad_norm": 5.10538, "time": 1.97403}
{"mode": "train", "epoch": 32, "iter": 340, "lr": 0.002, "memory": 10966, "data_time": 0.61011, "top1_acc": 0.52266, "top5_acc": 0.80469, "loss_cls": 1.78464, "loss": 1.78464, "grad_norm": 5.22704, "time": 2.04286}
{"mode": "train", "epoch": 32, "iter": 360, "lr": 0.002, "memory": 10966, "data_time": 0.29933, "top1_acc": 0.5125, "top5_acc": 0.79766, "loss_cls": 1.86111, "loss": 1.86111, "grad_norm": 5.35668, "time": 2.07847}
{"mode": "train", "epoch": 32, "iter": 380, "lr": 0.002, "memory": 10966, "data_time": 1.34431, "top1_acc": 0.51953, "top5_acc": 0.8125, "loss_cls": 1.7519, "loss": 1.7519, "grad_norm": 5.13708, "time": 2.08216}
{"mode": "train", "epoch": 32, "iter": 400, "lr": 0.002, "memory": 10966, "data_time": 1.28156, "top1_acc": 0.51328, "top5_acc": 0.79102, "loss_cls": 1.83999, "loss": 1.83999, "grad_norm": 5.30546, "time": 2.02671}
{"mode": "train", "epoch": 32, "iter": 420, "lr": 0.002, "memory": 10966, "data_time": 0.51121, "top1_acc": 0.50234, "top5_acc": 0.78984, "loss_cls": 1.83987, "loss": 1.83987, "grad_norm": 5.26811, "time": 2.03383}
{"mode": "train", "epoch": 32, "iter": 440, "lr": 0.002, "memory": 10966, "data_time": 0.98693, "top1_acc": 0.54141, "top5_acc": 0.80977, "loss_cls": 1.73595, "loss": 1.73595, "grad_norm": 5.12112, "time": 2.08445}
{"mode": "train", "epoch": 32, "iter": 460, "lr": 0.002, "memory": 10966, "data_time": 0.42567, "top1_acc": 0.52109, "top5_acc": 0.81406, "loss_cls": 1.77017, "loss": 1.77017, "grad_norm": 5.21296, "time": 1.98324}
{"mode": "train", "epoch": 32, "iter": 480, "lr": 0.002, "memory": 10966, "data_time": 0.85097, "top1_acc": 0.53086, "top5_acc": 0.80977, "loss_cls": 1.75675, "loss": 1.75675, "grad_norm": 5.21287, "time": 2.06595}
{"mode": "train", "epoch": 32, "iter": 500, "lr": 0.002, "memory": 10966, "data_time": 0.06045, "top1_acc": 0.50898, "top5_acc": 0.7875, "loss_cls": 1.84379, "loss": 1.84379, "grad_norm": 5.27359, "time": 2.07017}
{"mode": "train", "epoch": 32, "iter": 520, "lr": 0.002, "memory": 10966, "data_time": 0.00635, "top1_acc": 0.53516, "top5_acc": 0.79883, "loss_cls": 1.79946, "loss": 1.79946, "grad_norm": 5.20848, "time": 2.10478}
{"mode": "train", "epoch": 32, "iter": 540, "lr": 0.002, "memory": 10966, "data_time": 0.00807, "top1_acc": 0.52227, "top5_acc": 0.80508, "loss_cls": 1.76567, "loss": 1.76567, "grad_norm": 5.0729, "time": 2.15542}
{"mode": "train", "epoch": 32, "iter": 560, "lr": 0.002, "memory": 10966, "data_time": 0.13334, "top1_acc": 0.52461, "top5_acc": 0.80508, "loss_cls": 1.78429, "loss": 1.78429, "grad_norm": 5.20119, "time": 2.07707}
{"mode": "train", "epoch": 32, "iter": 580, "lr": 0.002, "memory": 10966, "data_time": 0.14483, "top1_acc": 0.52031, "top5_acc": 0.80195, "loss_cls": 1.77164, "loss": 1.77164, "grad_norm": 5.17569, "time": 2.01044}
{"mode": "train", "epoch": 32, "iter": 600, "lr": 0.002, "memory": 10966, "data_time": 0.02861, "top1_acc": 0.53945, "top5_acc": 0.81055, "loss_cls": 1.71176, "loss": 1.71176, "grad_norm": 4.99674, "time": 2.11154}
{"mode": "train", "epoch": 32, "iter": 620, "lr": 0.002, "memory": 10966, "data_time": 0.00965, "top1_acc": 0.50781, "top5_acc": 0.79023, "loss_cls": 1.86557, "loss": 1.86557, "grad_norm": 5.35065, "time": 1.99783}
{"mode": "train", "epoch": 32, "iter": 640, "lr": 0.002, "memory": 10966, "data_time": 0.04889, "top1_acc": 0.51875, "top5_acc": 0.80039, "loss_cls": 1.79702, "loss": 1.79702, "grad_norm": 5.17826, "time": 2.08049}
{"mode": "train", "epoch": 32, "iter": 660, "lr": 0.002, "memory": 10966, "data_time": 0.14644, "top1_acc": 0.52031, "top5_acc": 0.80703, "loss_cls": 1.7952, "loss": 1.7952, "grad_norm": 5.22902, "time": 2.0469}
{"mode": "train", "epoch": 32, "iter": 680, "lr": 0.002, "memory": 10966, "data_time": 0.00572, "top1_acc": 0.52812, "top5_acc": 0.81133, "loss_cls": 1.75218, "loss": 1.75218, "grad_norm": 5.23976, "time": 2.07395}
{"mode": "train", "epoch": 32, "iter": 700, "lr": 0.002, "memory": 10966, "data_time": 0.14144, "top1_acc": 0.52148, "top5_acc": 0.80664, "loss_cls": 1.79474, "loss": 1.79474, "grad_norm": 5.34722, "time": 1.99331}
{"mode": "train", "epoch": 32, "iter": 720, "lr": 0.002, "memory": 10966, "data_time": 1.34751, "top1_acc": 0.51484, "top5_acc": 0.79727, "loss_cls": 1.81932, "loss": 1.81932, "grad_norm": 5.32888, "time": 2.14724}
{"mode": "train", "epoch": 32, "iter": 740, "lr": 0.002, "memory": 10966, "data_time": 1.22725, "top1_acc": 0.53359, "top5_acc": 0.80273, "loss_cls": 1.77226, "loss": 1.77226, "grad_norm": 5.2058, "time": 2.01241}
{"mode": "train", "epoch": 32, "iter": 760, "lr": 0.002, "memory": 10966, "data_time": 1.38048, "top1_acc": 0.51641, "top5_acc": 0.80117, "loss_cls": 1.83305, "loss": 1.83305, "grad_norm": 5.27539, "time": 1.97737}
{"mode": "train", "epoch": 32, "iter": 780, "lr": 0.002, "memory": 10966, "data_time": 1.38974, "top1_acc": 0.52266, "top5_acc": 0.80156, "loss_cls": 1.76261, "loss": 1.76261, "grad_norm": 5.12428, "time": 2.10905}
{"mode": "train", "epoch": 32, "iter": 800, "lr": 0.002, "memory": 10966, "data_time": 0.05467, "top1_acc": 0.51211, "top5_acc": 0.80625, "loss_cls": 1.80447, "loss": 1.80447, "grad_norm": 5.27197, "time": 2.05417}
{"mode": "train", "epoch": 32, "iter": 820, "lr": 0.002, "memory": 10966, "data_time": 0.00934, "top1_acc": 0.52656, "top5_acc": 0.79609, "loss_cls": 1.7961, "loss": 1.7961, "grad_norm": 5.35926, "time": 2.09875}
{"mode": "train", "epoch": 32, "iter": 840, "lr": 0.002, "memory": 10966, "data_time": 0.00264, "top1_acc": 0.53242, "top5_acc": 0.80977, "loss_cls": 1.76473, "loss": 1.76473, "grad_norm": 5.1998, "time": 2.00422}
{"mode": "train", "epoch": 32, "iter": 860, "lr": 0.002, "memory": 10966, "data_time": 1.46694, "top1_acc": 0.52031, "top5_acc": 0.79961, "loss_cls": 1.79466, "loss": 1.79466, "grad_norm": 5.27012, "time": 2.1494}
{"mode": "train", "epoch": 32, "iter": 880, "lr": 0.002, "memory": 10966, "data_time": 1.26895, "top1_acc": 0.51211, "top5_acc": 0.80078, "loss_cls": 1.81423, "loss": 1.81423, "grad_norm": 5.35468, "time": 2.01499}
{"mode": "train", "epoch": 32, "iter": 900, "lr": 0.002, "memory": 10966, "data_time": 0.19837, "top1_acc": 0.51211, "top5_acc": 0.78984, "loss_cls": 1.83625, "loss": 1.83625, "grad_norm": 5.24556, "time": 2.11737}
{"mode": "train", "epoch": 32, "iter": 920, "lr": 0.002, "memory": 10966, "data_time": 0.31964, "top1_acc": 0.52852, "top5_acc": 0.80664, "loss_cls": 1.78475, "loss": 1.78475, "grad_norm": 5.32365, "time": 1.92315}
{"mode": "train", "epoch": 32, "iter": 940, "lr": 0.002, "memory": 10966, "data_time": 0.55926, "top1_acc": 0.5375, "top5_acc": 0.80156, "loss_cls": 1.76998, "loss": 1.76998, "grad_norm": 5.18492, "time": 2.03542}
{"mode": "train", "epoch": 32, "iter": 960, "lr": 0.002, "memory": 10966, "data_time": 0.85377, "top1_acc": 0.51445, "top5_acc": 0.79688, "loss_cls": 1.80667, "loss": 1.80667, "grad_norm": 5.30301, "time": 2.03493}
{"mode": "train", "epoch": 32, "iter": 980, "lr": 0.002, "memory": 10966, "data_time": 0.99135, "top1_acc": 0.52188, "top5_acc": 0.79961, "loss_cls": 1.80705, "loss": 1.80705, "grad_norm": 5.23571, "time": 2.09684}
{"mode": "train", "epoch": 32, "iter": 1000, "lr": 0.002, "memory": 10966, "data_time": 0.88912, "top1_acc": 0.5293, "top5_acc": 0.79531, "loss_cls": 1.80989, "loss": 1.80989, "grad_norm": 5.30257, "time": 2.08491}
{"mode": "train", "epoch": 32, "iter": 1020, "lr": 0.002, "memory": 10966, "data_time": 1.06654, "top1_acc": 0.50898, "top5_acc": 0.78711, "loss_cls": 1.85887, "loss": 1.85887, "grad_norm": 5.34066, "time": 1.98663}
{"mode": "train", "epoch": 32, "iter": 1040, "lr": 0.002, "memory": 10966, "data_time": 1.35748, "top1_acc": 0.51172, "top5_acc": 0.78672, "loss_cls": 1.85171, "loss": 1.85171, "grad_norm": 5.33253, "time": 2.14935}
{"mode": "train", "epoch": 32, "iter": 1060, "lr": 0.002, "memory": 10966, "data_time": 1.20826, "top1_acc": 0.51641, "top5_acc": 0.80195, "loss_cls": 1.78849, "loss": 1.78849, "grad_norm": 5.26198, "time": 2.09705}
{"mode": "train", "epoch": 32, "iter": 1080, "lr": 0.002, "memory": 10966, "data_time": 0.56474, "top1_acc": 0.52109, "top5_acc": 0.79844, "loss_cls": 1.82622, "loss": 1.82622, "grad_norm": 5.44423, "time": 2.02695}
{"mode": "train", "epoch": 32, "iter": 1100, "lr": 0.002, "memory": 10966, "data_time": 1.06742, "top1_acc": 0.53242, "top5_acc": 0.8082, "loss_cls": 1.78727, "loss": 1.78727, "grad_norm": 5.16224, "time": 1.95238}
{"mode": "train", "epoch": 32, "iter": 1120, "lr": 0.002, "memory": 10966, "data_time": 0.54854, "top1_acc": 0.52461, "top5_acc": 0.80938, "loss_cls": 1.78206, "loss": 1.78206, "grad_norm": 5.27021, "time": 2.16244}
{"mode": "train", "epoch": 32, "iter": 1140, "lr": 0.002, "memory": 10966, "data_time": 0.0043, "top1_acc": 0.52773, "top5_acc": 0.80586, "loss_cls": 1.77402, "loss": 1.77402, "grad_norm": 5.29026, "time": 1.97944}
{"mode": "train", "epoch": 32, "iter": 1160, "lr": 0.002, "memory": 10966, "data_time": 0.06921, "top1_acc": 0.51602, "top5_acc": 0.80469, "loss_cls": 1.77721, "loss": 1.77721, "grad_norm": 5.14116, "time": 2.12246}
{"mode": "train", "epoch": 32, "iter": 1180, "lr": 0.002, "memory": 10966, "data_time": 0.87801, "top1_acc": 0.51758, "top5_acc": 0.78984, "loss_cls": 1.80555, "loss": 1.80555, "grad_norm": 5.26264, "time": 2.09455}
{"mode": "train", "epoch": 32, "iter": 1200, "lr": 0.002, "memory": 10966, "data_time": 1.24144, "top1_acc": 0.53008, "top5_acc": 0.80586, "loss_cls": 1.76167, "loss": 1.76167, "grad_norm": 5.16969, "time": 2.00322}
{"mode": "train", "epoch": 32, "iter": 1220, "lr": 0.002, "memory": 10966, "data_time": 1.16975, "top1_acc": 0.51328, "top5_acc": 0.8, "loss_cls": 1.79821, "loss": 1.79821, "grad_norm": 5.18203, "time": 1.97324}
{"mode": "train", "epoch": 32, "iter": 1240, "lr": 0.002, "memory": 10966, "data_time": 1.3478, "top1_acc": 0.52383, "top5_acc": 0.80469, "loss_cls": 1.79925, "loss": 1.79925, "grad_norm": 5.33235, "time": 2.10434}
{"mode": "train", "epoch": 32, "iter": 1260, "lr": 0.002, "memory": 10966, "data_time": 1.31548, "top1_acc": 0.52812, "top5_acc": 0.80273, "loss_cls": 1.78653, "loss": 1.78653, "grad_norm": 5.29491, "time": 2.03405}
{"mode": "train", "epoch": 32, "iter": 1280, "lr": 0.002, "memory": 10966, "data_time": 1.22793, "top1_acc": 0.53828, "top5_acc": 0.8125, "loss_cls": 1.73691, "loss": 1.73691, "grad_norm": 5.209, "time": 2.01676}
{"mode": "train", "epoch": 32, "iter": 1300, "lr": 0.002, "memory": 10966, "data_time": 0.9873, "top1_acc": 0.51602, "top5_acc": 0.8, "loss_cls": 1.7942, "loss": 1.7942, "grad_norm": 5.303, "time": 2.13382}
{"mode": "train", "epoch": 32, "iter": 1320, "lr": 0.002, "memory": 10966, "data_time": 0.69071, "top1_acc": 0.53095, "top5_acc": 0.79484, "loss_cls": 1.81016, "loss": 1.81016, "grad_norm": 5.37819, "time": 1.84378}
{"mode": "val", "epoch": 32, "iter": 1320, "lr": 0.002, "top1_acc": 0.31913, "top5_acc": 0.623, "mean_class_accuracy": 0.25755}
{"mode": "train", "epoch": 33, "iter": 20, "lr": 0.002, "memory": 10966, "data_time": 4.95896, "top1_acc": 0.51602, "top5_acc": 0.80742, "loss_cls": 1.77011, "loss": 1.77011, "grad_norm": 5.36291, "time": 7.00849}
{"mode": "train", "epoch": 33, "iter": 40, "lr": 0.002, "memory": 10966, "data_time": 0.11346, "top1_acc": 0.51953, "top5_acc": 0.80898, "loss_cls": 1.77686, "loss": 1.77686, "grad_norm": 5.266, "time": 2.14126}
{"mode": "train", "epoch": 33, "iter": 60, "lr": 0.002, "memory": 10966, "data_time": 0.26811, "top1_acc": 0.53945, "top5_acc": 0.81445, "loss_cls": 1.73983, "loss": 1.73983, "grad_norm": 5.09437, "time": 1.8922}
{"mode": "train", "epoch": 33, "iter": 80, "lr": 0.002, "memory": 10966, "data_time": 0.15136, "top1_acc": 0.52969, "top5_acc": 0.81094, "loss_cls": 1.7533, "loss": 1.7533, "grad_norm": 5.19311, "time": 2.0617}
{"mode": "train", "epoch": 33, "iter": 100, "lr": 0.002, "memory": 10966, "data_time": 0.19123, "top1_acc": 0.53008, "top5_acc": 0.78867, "loss_cls": 1.7594, "loss": 1.7594, "grad_norm": 5.11475, "time": 2.06227}
{"mode": "train", "epoch": 33, "iter": 120, "lr": 0.002, "memory": 10966, "data_time": 0.76325, "top1_acc": 0.52461, "top5_acc": 0.81172, "loss_cls": 1.75352, "loss": 1.75352, "grad_norm": 5.27079, "time": 2.2874}
{"mode": "train", "epoch": 33, "iter": 140, "lr": 0.002, "memory": 10966, "data_time": 0.10462, "top1_acc": 0.53984, "top5_acc": 0.81914, "loss_cls": 1.71977, "loss": 1.71977, "grad_norm": 5.26508, "time": 1.88041}
{"mode": "train", "epoch": 33, "iter": 160, "lr": 0.002, "memory": 10966, "data_time": 0.00772, "top1_acc": 0.53164, "top5_acc": 0.80508, "loss_cls": 1.7437, "loss": 1.7437, "grad_norm": 5.21851, "time": 2.13065}
{"mode": "train", "epoch": 33, "iter": 180, "lr": 0.002, "memory": 10966, "data_time": 0.09526, "top1_acc": 0.52812, "top5_acc": 0.80781, "loss_cls": 1.7873, "loss": 1.7873, "grad_norm": 5.3235, "time": 2.07534}
{"mode": "train", "epoch": 33, "iter": 200, "lr": 0.002, "memory": 10966, "data_time": 1.13196, "top1_acc": 0.53477, "top5_acc": 0.7957, "loss_cls": 1.77218, "loss": 1.77218, "grad_norm": 5.30657, "time": 1.99897}
{"mode": "train", "epoch": 33, "iter": 220, "lr": 0.002, "memory": 10966, "data_time": 0.53143, "top1_acc": 0.51914, "top5_acc": 0.80664, "loss_cls": 1.80021, "loss": 1.80021, "grad_norm": 5.25658, "time": 2.09156}
{"mode": "train", "epoch": 33, "iter": 240, "lr": 0.002, "memory": 10966, "data_time": 0.19978, "top1_acc": 0.51602, "top5_acc": 0.80273, "loss_cls": 1.81691, "loss": 1.81691, "grad_norm": 5.42962, "time": 2.08701}
{"mode": "train", "epoch": 33, "iter": 260, "lr": 0.002, "memory": 10966, "data_time": 0.46575, "top1_acc": 0.52734, "top5_acc": 0.79727, "loss_cls": 1.77331, "loss": 1.77331, "grad_norm": 5.27507, "time": 2.04765}
{"mode": "train", "epoch": 33, "iter": 280, "lr": 0.002, "memory": 10966, "data_time": 0.17909, "top1_acc": 0.52695, "top5_acc": 0.80273, "loss_cls": 1.76682, "loss": 1.76682, "grad_norm": 5.28003, "time": 2.14145}
{"mode": "train", "epoch": 33, "iter": 300, "lr": 0.002, "memory": 10966, "data_time": 0.77498, "top1_acc": 0.53906, "top5_acc": 0.80391, "loss_cls": 1.74384, "loss": 1.74384, "grad_norm": 5.17088, "time": 1.96158}
{"mode": "train", "epoch": 33, "iter": 320, "lr": 0.002, "memory": 10966, "data_time": 0.56017, "top1_acc": 0.52031, "top5_acc": 0.80039, "loss_cls": 1.78598, "loss": 1.78598, "grad_norm": 5.43734, "time": 2.08714}
{"mode": "train", "epoch": 33, "iter": 340, "lr": 0.002, "memory": 10966, "data_time": 0.12701, "top1_acc": 0.51719, "top5_acc": 0.79453, "loss_cls": 1.8149, "loss": 1.8149, "grad_norm": 5.41709, "time": 2.14722}
{"mode": "train", "epoch": 33, "iter": 360, "lr": 0.002, "memory": 10966, "data_time": 0.00427, "top1_acc": 0.53047, "top5_acc": 0.79688, "loss_cls": 1.78242, "loss": 1.78242, "grad_norm": 5.3271, "time": 2.03037}
{"mode": "train", "epoch": 33, "iter": 380, "lr": 0.002, "memory": 10966, "data_time": 0.00418, "top1_acc": 0.53438, "top5_acc": 0.81172, "loss_cls": 1.77284, "loss": 1.77284, "grad_norm": 5.41471, "time": 1.98455}
{"mode": "train", "epoch": 33, "iter": 400, "lr": 0.002, "memory": 10966, "data_time": 0.43861, "top1_acc": 0.53359, "top5_acc": 0.8168, "loss_cls": 1.73059, "loss": 1.73059, "grad_norm": 5.25059, "time": 2.01728}
{"mode": "train", "epoch": 33, "iter": 420, "lr": 0.002, "memory": 10966, "data_time": 0.21207, "top1_acc": 0.51875, "top5_acc": 0.80234, "loss_cls": 1.7914, "loss": 1.7914, "grad_norm": 5.38239, "time": 2.07628}
{"mode": "train", "epoch": 33, "iter": 440, "lr": 0.002, "memory": 10966, "data_time": 0.01228, "top1_acc": 0.52695, "top5_acc": 0.81602, "loss_cls": 1.76547, "loss": 1.76547, "grad_norm": 5.39829, "time": 2.06996}
{"mode": "train", "epoch": 33, "iter": 460, "lr": 0.002, "memory": 10966, "data_time": 0.01595, "top1_acc": 0.53242, "top5_acc": 0.80117, "loss_cls": 1.77052, "loss": 1.77052, "grad_norm": 5.34246, "time": 1.99415}
{"mode": "train", "epoch": 33, "iter": 480, "lr": 0.002, "memory": 10966, "data_time": 0.00152, "top1_acc": 0.51484, "top5_acc": 0.79688, "loss_cls": 1.7975, "loss": 1.7975, "grad_norm": 5.29685, "time": 2.12755}
{"mode": "train", "epoch": 33, "iter": 500, "lr": 0.002, "memory": 10966, "data_time": 0.00541, "top1_acc": 0.53477, "top5_acc": 0.80391, "loss_cls": 1.74813, "loss": 1.74813, "grad_norm": 5.35433, "time": 2.18289}
{"mode": "train", "epoch": 33, "iter": 520, "lr": 0.002, "memory": 10966, "data_time": 0.00257, "top1_acc": 0.5168, "top5_acc": 0.78633, "loss_cls": 1.81659, "loss": 1.81659, "grad_norm": 5.28574, "time": 2.02073}
{"mode": "train", "epoch": 33, "iter": 540, "lr": 0.002, "memory": 10966, "data_time": 0.00352, "top1_acc": 0.51992, "top5_acc": 0.8082, "loss_cls": 1.79138, "loss": 1.79138, "grad_norm": 5.28673, "time": 2.01961}
{"mode": "train", "epoch": 33, "iter": 560, "lr": 0.002, "memory": 10966, "data_time": 0.00256, "top1_acc": 0.52852, "top5_acc": 0.79883, "loss_cls": 1.77985, "loss": 1.77985, "grad_norm": 5.23489, "time": 2.08922}
{"mode": "train", "epoch": 33, "iter": 580, "lr": 0.002, "memory": 10966, "data_time": 0.00249, "top1_acc": 0.53125, "top5_acc": 0.80391, "loss_cls": 1.75197, "loss": 1.75197, "grad_norm": 5.28051, "time": 2.01184}
{"mode": "train", "epoch": 33, "iter": 600, "lr": 0.002, "memory": 10966, "data_time": 0.10451, "top1_acc": 0.52852, "top5_acc": 0.80781, "loss_cls": 1.78402, "loss": 1.78402, "grad_norm": 5.42446, "time": 2.14657}
{"mode": "train", "epoch": 33, "iter": 620, "lr": 0.002, "memory": 10966, "data_time": 0.03461, "top1_acc": 0.52617, "top5_acc": 0.79766, "loss_cls": 1.77786, "loss": 1.77786, "grad_norm": 5.2479, "time": 2.14718}
{"mode": "train", "epoch": 33, "iter": 640, "lr": 0.002, "memory": 10966, "data_time": 0.00369, "top1_acc": 0.53125, "top5_acc": 0.80117, "loss_cls": 1.76733, "loss": 1.76733, "grad_norm": 5.39985, "time": 2.15557}
{"mode": "train", "epoch": 33, "iter": 660, "lr": 0.002, "memory": 10966, "data_time": 0.09126, "top1_acc": 0.51133, "top5_acc": 0.79922, "loss_cls": 1.82529, "loss": 1.82529, "grad_norm": 5.50611, "time": 1.95466}
{"mode": "train", "epoch": 33, "iter": 680, "lr": 0.002, "memory": 10966, "data_time": 0.22441, "top1_acc": 0.52227, "top5_acc": 0.79883, "loss_cls": 1.81207, "loss": 1.81207, "grad_norm": 5.34556, "time": 2.13793}
{"mode": "train", "epoch": 33, "iter": 700, "lr": 0.002, "memory": 10966, "data_time": 0.00293, "top1_acc": 0.53555, "top5_acc": 0.80664, "loss_cls": 1.74801, "loss": 1.74801, "grad_norm": 5.33067, "time": 2.08937}
{"mode": "train", "epoch": 33, "iter": 720, "lr": 0.002, "memory": 10966, "data_time": 0.00286, "top1_acc": 0.53047, "top5_acc": 0.81875, "loss_cls": 1.6882, "loss": 1.6882, "grad_norm": 5.25694, "time": 2.11214}
{"mode": "train", "epoch": 33, "iter": 740, "lr": 0.002, "memory": 10966, "data_time": 0.10111, "top1_acc": 0.5125, "top5_acc": 0.80117, "loss_cls": 1.79231, "loss": 1.79231, "grad_norm": 5.367, "time": 2.00701}
{"mode": "train", "epoch": 33, "iter": 760, "lr": 0.002, "memory": 10966, "data_time": 0.00649, "top1_acc": 0.51836, "top5_acc": 0.80664, "loss_cls": 1.80135, "loss": 1.80135, "grad_norm": 5.38639, "time": 2.09968}
{"mode": "train", "epoch": 33, "iter": 780, "lr": 0.002, "memory": 10966, "data_time": 0.00309, "top1_acc": 0.51641, "top5_acc": 0.78398, "loss_cls": 1.82678, "loss": 1.82678, "grad_norm": 5.44108, "time": 2.08104}
{"mode": "train", "epoch": 33, "iter": 800, "lr": 0.002, "memory": 10966, "data_time": 0.16066, "top1_acc": 0.51836, "top5_acc": 0.80117, "loss_cls": 1.8021, "loss": 1.8021, "grad_norm": 5.43735, "time": 2.06039}
{"mode": "train", "epoch": 33, "iter": 820, "lr": 0.002, "memory": 10966, "data_time": 0.00169, "top1_acc": 0.52148, "top5_acc": 0.80742, "loss_cls": 1.78583, "loss": 1.78583, "grad_norm": 5.46845, "time": 1.99734}
{"mode": "train", "epoch": 33, "iter": 840, "lr": 0.002, "memory": 10966, "data_time": 0.00534, "top1_acc": 0.52891, "top5_acc": 0.8043, "loss_cls": 1.77141, "loss": 1.77141, "grad_norm": 5.46238, "time": 2.05801}
{"mode": "train", "epoch": 33, "iter": 860, "lr": 0.002, "memory": 10966, "data_time": 0.00627, "top1_acc": 0.53555, "top5_acc": 0.80664, "loss_cls": 1.76623, "loss": 1.76623, "grad_norm": 5.3543, "time": 2.08844}
{"mode": "train", "epoch": 33, "iter": 880, "lr": 0.002, "memory": 10966, "data_time": 0.00318, "top1_acc": 0.53398, "top5_acc": 0.80938, "loss_cls": 1.7564, "loss": 1.7564, "grad_norm": 5.26444, "time": 2.05381}
{"mode": "train", "epoch": 33, "iter": 900, "lr": 0.002, "memory": 10966, "data_time": 0.00511, "top1_acc": 0.52188, "top5_acc": 0.80273, "loss_cls": 1.77819, "loss": 1.77819, "grad_norm": 5.37123, "time": 2.14971}
{"mode": "train", "epoch": 33, "iter": 920, "lr": 0.002, "memory": 10966, "data_time": 0.10248, "top1_acc": 0.51055, "top5_acc": 0.79453, "loss_cls": 1.80844, "loss": 1.80844, "grad_norm": 5.43794, "time": 1.95067}
{"mode": "train", "epoch": 33, "iter": 940, "lr": 0.002, "memory": 10966, "data_time": 0.15045, "top1_acc": 0.53477, "top5_acc": 0.80625, "loss_cls": 1.75908, "loss": 1.75908, "grad_norm": 5.27338, "time": 2.05789}
{"mode": "train", "epoch": 33, "iter": 960, "lr": 0.002, "memory": 10966, "data_time": 0.01982, "top1_acc": 0.51602, "top5_acc": 0.78906, "loss_cls": 1.82499, "loss": 1.82499, "grad_norm": 5.39351, "time": 2.17652}
{"mode": "train", "epoch": 33, "iter": 980, "lr": 0.002, "memory": 10966, "data_time": 0.00271, "top1_acc": 0.53125, "top5_acc": 0.80664, "loss_cls": 1.76646, "loss": 1.76646, "grad_norm": 5.32671, "time": 2.03161}
{"mode": "train", "epoch": 33, "iter": 1000, "lr": 0.002, "memory": 10966, "data_time": 0.69004, "top1_acc": 0.51094, "top5_acc": 0.78672, "loss_cls": 1.82277, "loss": 1.82277, "grad_norm": 5.37907, "time": 2.04346}
{"mode": "train", "epoch": 33, "iter": 1020, "lr": 0.002, "memory": 10966, "data_time": 1.3133, "top1_acc": 0.53516, "top5_acc": 0.79844, "loss_cls": 1.76938, "loss": 1.76938, "grad_norm": 5.28928, "time": 2.12936}
{"mode": "train", "epoch": 33, "iter": 1040, "lr": 0.002, "memory": 10966, "data_time": 0.00462, "top1_acc": 0.52695, "top5_acc": 0.79258, "loss_cls": 1.7895, "loss": 1.7895, "grad_norm": 5.37515, "time": 2.08925}
{"mode": "train", "epoch": 33, "iter": 1060, "lr": 0.002, "memory": 10966, "data_time": 0.00402, "top1_acc": 0.53906, "top5_acc": 0.81523, "loss_cls": 1.74483, "loss": 1.74483, "grad_norm": 5.31769, "time": 2.08675}
{"mode": "train", "epoch": 33, "iter": 1080, "lr": 0.002, "memory": 10966, "data_time": 0.00382, "top1_acc": 0.52539, "top5_acc": 0.79688, "loss_cls": 1.82539, "loss": 1.82539, "grad_norm": 5.50034, "time": 2.00988}
{"mode": "train", "epoch": 33, "iter": 1100, "lr": 0.002, "memory": 10966, "data_time": 0.11618, "top1_acc": 0.51836, "top5_acc": 0.79688, "loss_cls": 1.79184, "loss": 1.79184, "grad_norm": 5.35237, "time": 1.95272}
{"mode": "train", "epoch": 33, "iter": 1120, "lr": 0.002, "memory": 10966, "data_time": 0.62308, "top1_acc": 0.5332, "top5_acc": 0.80742, "loss_cls": 1.75557, "loss": 1.75557, "grad_norm": 5.31126, "time": 2.15415}
{"mode": "train", "epoch": 33, "iter": 1140, "lr": 0.002, "memory": 10966, "data_time": 0.00452, "top1_acc": 0.51836, "top5_acc": 0.80273, "loss_cls": 1.77683, "loss": 1.77683, "grad_norm": 5.43734, "time": 2.12577}
{"mode": "train", "epoch": 33, "iter": 1160, "lr": 0.002, "memory": 10966, "data_time": 0.04036, "top1_acc": 0.51758, "top5_acc": 0.80469, "loss_cls": 1.79906, "loss": 1.79906, "grad_norm": 5.46656, "time": 2.13081}
{"mode": "train", "epoch": 33, "iter": 1180, "lr": 0.002, "memory": 10966, "data_time": 0.00391, "top1_acc": 0.51758, "top5_acc": 0.79688, "loss_cls": 1.80272, "loss": 1.80272, "grad_norm": 5.55744, "time": 2.0466}
{"mode": "train", "epoch": 33, "iter": 1200, "lr": 0.002, "memory": 10966, "data_time": 0.00234, "top1_acc": 0.52305, "top5_acc": 0.81328, "loss_cls": 1.75078, "loss": 1.75078, "grad_norm": 5.36657, "time": 1.96932}
{"mode": "train", "epoch": 33, "iter": 1220, "lr": 0.002, "memory": 10966, "data_time": 0.1652, "top1_acc": 0.52969, "top5_acc": 0.80117, "loss_cls": 1.77789, "loss": 1.77789, "grad_norm": 5.43763, "time": 2.03147}
{"mode": "train", "epoch": 33, "iter": 1240, "lr": 0.002, "memory": 10966, "data_time": 0.23988, "top1_acc": 0.52812, "top5_acc": 0.80664, "loss_cls": 1.81635, "loss": 1.81635, "grad_norm": 5.48142, "time": 2.08446}
{"mode": "train", "epoch": 33, "iter": 1260, "lr": 0.002, "memory": 10966, "data_time": 0.34795, "top1_acc": 0.52734, "top5_acc": 0.80781, "loss_cls": 1.73259, "loss": 1.73259, "grad_norm": 5.38031, "time": 2.03937}
{"mode": "train", "epoch": 33, "iter": 1280, "lr": 0.002, "memory": 10966, "data_time": 0.28159, "top1_acc": 0.53047, "top5_acc": 0.80586, "loss_cls": 1.79129, "loss": 1.79129, "grad_norm": 5.37781, "time": 2.11226}
{"mode": "train", "epoch": 33, "iter": 1300, "lr": 0.002, "memory": 10966, "data_time": 0.00185, "top1_acc": 0.5207, "top5_acc": 0.80469, "loss_cls": 1.79535, "loss": 1.79535, "grad_norm": 5.42328, "time": 1.90183}
{"mode": "train", "epoch": 33, "iter": 1320, "lr": 0.002, "memory": 10966, "data_time": 0.70697, "top1_acc": 0.51468, "top5_acc": 0.78929, "loss_cls": 1.81953, "loss": 1.81953, "grad_norm": 5.4847, "time": 1.86635}
{"mode": "val", "epoch": 33, "iter": 1320, "lr": 0.002, "top1_acc": 0.31525, "top5_acc": 0.61561, "mean_class_accuracy": 0.25131}
{"mode": "train", "epoch": 34, "iter": 20, "lr": 0.002, "memory": 10966, "data_time": 5.51168, "top1_acc": 0.52773, "top5_acc": 0.80117, "loss_cls": 1.78623, "loss": 1.78623, "grad_norm": 5.3346, "time": 6.83417}
{"mode": "train", "epoch": 34, "iter": 40, "lr": 0.002, "memory": 10966, "data_time": 1.46721, "top1_acc": 0.53789, "top5_acc": 0.81406, "loss_cls": 1.73463, "loss": 1.73463, "grad_norm": 5.32223, "time": 2.09956}
{"mode": "train", "epoch": 34, "iter": 60, "lr": 0.002, "memory": 10966, "data_time": 0.24092, "top1_acc": 0.53711, "top5_acc": 0.80117, "loss_cls": 1.74379, "loss": 1.74379, "grad_norm": 5.31118, "time": 2.1467}
{"mode": "train", "epoch": 34, "iter": 80, "lr": 0.002, "memory": 10966, "data_time": 0.65663, "top1_acc": 0.54141, "top5_acc": 0.81289, "loss_cls": 1.72988, "loss": 1.72988, "grad_norm": 5.33842, "time": 1.93289}
{"mode": "train", "epoch": 34, "iter": 100, "lr": 0.002, "memory": 10966, "data_time": 0.13448, "top1_acc": 0.5082, "top5_acc": 0.80547, "loss_cls": 1.79991, "loss": 1.79991, "grad_norm": 5.49882, "time": 2.08878}
{"mode": "train", "epoch": 34, "iter": 120, "lr": 0.002, "memory": 10966, "data_time": 0.06862, "top1_acc": 0.54336, "top5_acc": 0.79961, "loss_cls": 1.76183, "loss": 1.76183, "grad_norm": 5.41179, "time": 2.05024}
{"mode": "train", "epoch": 34, "iter": 140, "lr": 0.002, "memory": 10966, "data_time": 0.12178, "top1_acc": 0.52188, "top5_acc": 0.8, "loss_cls": 1.7911, "loss": 1.7911, "grad_norm": 5.28311, "time": 2.17749}
{"mode": "train", "epoch": 34, "iter": 160, "lr": 0.002, "memory": 10966, "data_time": 0.00815, "top1_acc": 0.52227, "top5_acc": 0.80039, "loss_cls": 1.77826, "loss": 1.77826, "grad_norm": 5.39668, "time": 2.03179}
{"mode": "train", "epoch": 34, "iter": 180, "lr": 0.002, "memory": 10966, "data_time": 0.00225, "top1_acc": 0.53359, "top5_acc": 0.81758, "loss_cls": 1.75666, "loss": 1.75666, "grad_norm": 5.39291, "time": 1.99824}
{"mode": "train", "epoch": 34, "iter": 200, "lr": 0.002, "memory": 10966, "data_time": 0.06165, "top1_acc": 0.52188, "top5_acc": 0.79492, "loss_cls": 1.80704, "loss": 1.80704, "grad_norm": 5.41132, "time": 2.13414}
{"mode": "train", "epoch": 34, "iter": 220, "lr": 0.002, "memory": 10966, "data_time": 0.72047, "top1_acc": 0.54023, "top5_acc": 0.79922, "loss_cls": 1.7599, "loss": 1.7599, "grad_norm": 5.46571, "time": 2.01182}
{"mode": "train", "epoch": 34, "iter": 240, "lr": 0.002, "memory": 10966, "data_time": 0.02335, "top1_acc": 0.53633, "top5_acc": 0.8082, "loss_cls": 1.73305, "loss": 1.73305, "grad_norm": 5.41526, "time": 2.06585}
{"mode": "train", "epoch": 34, "iter": 260, "lr": 0.002, "memory": 10966, "data_time": 0.04437, "top1_acc": 0.5293, "top5_acc": 0.81211, "loss_cls": 1.74951, "loss": 1.74951, "grad_norm": 5.36962, "time": 2.06935}
{"mode": "train", "epoch": 34, "iter": 280, "lr": 0.002, "memory": 10966, "data_time": 0.16564, "top1_acc": 0.50586, "top5_acc": 0.79023, "loss_cls": 1.82918, "loss": 1.82918, "grad_norm": 5.55533, "time": 2.09689}
{"mode": "train", "epoch": 34, "iter": 300, "lr": 0.002, "memory": 10966, "data_time": 0.00468, "top1_acc": 0.5125, "top5_acc": 0.81211, "loss_cls": 1.76593, "loss": 1.76593, "grad_norm": 5.52853, "time": 2.02337}
{"mode": "train", "epoch": 34, "iter": 320, "lr": 0.002, "memory": 10966, "data_time": 0.00216, "top1_acc": 0.52266, "top5_acc": 0.8043, "loss_cls": 1.79342, "loss": 1.79342, "grad_norm": 5.53091, "time": 2.15425}
{"mode": "train", "epoch": 34, "iter": 340, "lr": 0.002, "memory": 10966, "data_time": 0.22147, "top1_acc": 0.55859, "top5_acc": 0.82812, "loss_cls": 1.6829, "loss": 1.6829, "grad_norm": 5.30975, "time": 1.89194}
{"mode": "train", "epoch": 34, "iter": 360, "lr": 0.002, "memory": 10966, "data_time": 0.46383, "top1_acc": 0.51914, "top5_acc": 0.81406, "loss_cls": 1.74115, "loss": 1.74115, "grad_norm": 5.4007, "time": 2.1362}
{"mode": "train", "epoch": 34, "iter": 380, "lr": 0.002, "memory": 10966, "data_time": 0.28932, "top1_acc": 0.52461, "top5_acc": 0.81016, "loss_cls": 1.76499, "loss": 1.76499, "grad_norm": 5.45589, "time": 2.07523}
{"mode": "train", "epoch": 34, "iter": 400, "lr": 0.002, "memory": 10966, "data_time": 0.50977, "top1_acc": 0.54375, "top5_acc": 0.82031, "loss_cls": 1.71878, "loss": 1.71878, "grad_norm": 5.53431, "time": 2.01665}
{"mode": "train", "epoch": 34, "iter": 420, "lr": 0.002, "memory": 10966, "data_time": 0.00554, "top1_acc": 0.52188, "top5_acc": 0.79961, "loss_cls": 1.81222, "loss": 1.81222, "grad_norm": 5.57169, "time": 2.04601}
{"mode": "train", "epoch": 34, "iter": 440, "lr": 0.002, "memory": 10966, "data_time": 0.00395, "top1_acc": 0.54688, "top5_acc": 0.81328, "loss_cls": 1.72778, "loss": 1.72778, "grad_norm": 5.4418, "time": 2.03338}
{"mode": "train", "epoch": 34, "iter": 460, "lr": 0.002, "memory": 10966, "data_time": 0.00255, "top1_acc": 0.51836, "top5_acc": 0.79922, "loss_cls": 1.77849, "loss": 1.77849, "grad_norm": 5.5, "time": 2.10578}
{"mode": "train", "epoch": 34, "iter": 480, "lr": 0.002, "memory": 10966, "data_time": 0.01004, "top1_acc": 0.53828, "top5_acc": 0.80742, "loss_cls": 1.74867, "loss": 1.74867, "grad_norm": 5.34102, "time": 2.07383}
{"mode": "train", "epoch": 34, "iter": 500, "lr": 0.002, "memory": 10966, "data_time": 0.00438, "top1_acc": 0.52852, "top5_acc": 0.80977, "loss_cls": 1.73772, "loss": 1.73772, "grad_norm": 5.40293, "time": 2.12204}
{"mode": "train", "epoch": 34, "iter": 520, "lr": 0.002, "memory": 10966, "data_time": 0.00454, "top1_acc": 0.54102, "top5_acc": 0.80859, "loss_cls": 1.72006, "loss": 1.72006, "grad_norm": 5.32049, "time": 2.10176}
{"mode": "train", "epoch": 34, "iter": 540, "lr": 0.002, "memory": 10966, "data_time": 0.00623, "top1_acc": 0.51328, "top5_acc": 0.79258, "loss_cls": 1.81072, "loss": 1.81072, "grad_norm": 5.57076, "time": 2.05339}
{"mode": "train", "epoch": 34, "iter": 560, "lr": 0.002, "memory": 10966, "data_time": 0.07142, "top1_acc": 0.52656, "top5_acc": 0.8043, "loss_cls": 1.77044, "loss": 1.77044, "grad_norm": 5.42129, "time": 2.00724}
{"mode": "train", "epoch": 34, "iter": 580, "lr": 0.002, "memory": 10966, "data_time": 0.10371, "top1_acc": 0.53047, "top5_acc": 0.80938, "loss_cls": 1.74939, "loss": 1.74939, "grad_norm": 5.33229, "time": 2.13966}
{"mode": "train", "epoch": 34, "iter": 600, "lr": 0.002, "memory": 10966, "data_time": 0.00449, "top1_acc": 0.51445, "top5_acc": 0.79297, "loss_cls": 1.80863, "loss": 1.80863, "grad_norm": 5.44114, "time": 2.11103}
{"mode": "train", "epoch": 34, "iter": 620, "lr": 0.002, "memory": 10966, "data_time": 0.17298, "top1_acc": 0.52773, "top5_acc": 0.8043, "loss_cls": 1.77222, "loss": 1.77222, "grad_norm": 5.48389, "time": 1.864}
{"mode": "train", "epoch": 34, "iter": 640, "lr": 0.002, "memory": 10966, "data_time": 0.66499, "top1_acc": 0.53359, "top5_acc": 0.79336, "loss_cls": 1.79607, "loss": 1.79607, "grad_norm": 5.49711, "time": 2.12827}
{"mode": "train", "epoch": 34, "iter": 660, "lr": 0.002, "memory": 10966, "data_time": 0.00843, "top1_acc": 0.525, "top5_acc": 0.82109, "loss_cls": 1.7226, "loss": 1.7226, "grad_norm": 5.48988, "time": 1.97383}
{"mode": "train", "epoch": 34, "iter": 680, "lr": 0.002, "memory": 10966, "data_time": 0.00562, "top1_acc": 0.52852, "top5_acc": 0.8082, "loss_cls": 1.77235, "loss": 1.77235, "grad_norm": 5.51972, "time": 2.20824}
{"mode": "train", "epoch": 34, "iter": 700, "lr": 0.002, "memory": 10966, "data_time": 0.00341, "top1_acc": 0.52305, "top5_acc": 0.81406, "loss_cls": 1.78216, "loss": 1.78216, "grad_norm": 5.473, "time": 1.99526}
{"mode": "train", "epoch": 34, "iter": 720, "lr": 0.002, "memory": 10966, "data_time": 0.00666, "top1_acc": 0.53945, "top5_acc": 0.80938, "loss_cls": 1.73338, "loss": 1.73338, "grad_norm": 5.42014, "time": 2.06192}
{"mode": "train", "epoch": 34, "iter": 740, "lr": 0.002, "memory": 10966, "data_time": 0.00879, "top1_acc": 0.54023, "top5_acc": 0.81953, "loss_cls": 1.71247, "loss": 1.71247, "grad_norm": 5.47068, "time": 2.12081}
{"mode": "train", "epoch": 34, "iter": 760, "lr": 0.002, "memory": 10966, "data_time": 0.04323, "top1_acc": 0.52109, "top5_acc": 0.79023, "loss_cls": 1.83519, "loss": 1.83519, "grad_norm": 5.50121, "time": 2.07909}
{"mode": "train", "epoch": 34, "iter": 780, "lr": 0.002, "memory": 10966, "data_time": 0.00578, "top1_acc": 0.52773, "top5_acc": 0.79258, "loss_cls": 1.78516, "loss": 1.78516, "grad_norm": 5.49139, "time": 2.02751}
{"mode": "train", "epoch": 34, "iter": 800, "lr": 0.002, "memory": 10966, "data_time": 0.07501, "top1_acc": 0.54219, "top5_acc": 0.81445, "loss_cls": 1.71863, "loss": 1.71863, "grad_norm": 5.34478, "time": 2.04896}
{"mode": "train", "epoch": 34, "iter": 820, "lr": 0.002, "memory": 10966, "data_time": 0.00353, "top1_acc": 0.51914, "top5_acc": 0.80195, "loss_cls": 1.77397, "loss": 1.77397, "grad_norm": 5.52946, "time": 2.12366}
{"mode": "train", "epoch": 34, "iter": 840, "lr": 0.002, "memory": 10966, "data_time": 0.0454, "top1_acc": 0.52812, "top5_acc": 0.81484, "loss_cls": 1.74435, "loss": 1.74435, "grad_norm": 5.45414, "time": 2.02476}
{"mode": "train", "epoch": 34, "iter": 860, "lr": 0.002, "memory": 10966, "data_time": 0.00201, "top1_acc": 0.5375, "top5_acc": 0.80898, "loss_cls": 1.73238, "loss": 1.73238, "grad_norm": 5.34311, "time": 2.02835}
{"mode": "train", "epoch": 34, "iter": 880, "lr": 0.002, "memory": 10966, "data_time": 0.00152, "top1_acc": 0.52617, "top5_acc": 0.81875, "loss_cls": 1.72332, "loss": 1.72332, "grad_norm": 5.39101, "time": 2.09039}
{"mode": "train", "epoch": 34, "iter": 900, "lr": 0.002, "memory": 10966, "data_time": 0.00605, "top1_acc": 0.53086, "top5_acc": 0.80469, "loss_cls": 1.76347, "loss": 1.76347, "grad_norm": 5.54212, "time": 2.0634}
{"mode": "train", "epoch": 34, "iter": 920, "lr": 0.002, "memory": 10966, "data_time": 0.14792, "top1_acc": 0.52344, "top5_acc": 0.80625, "loss_cls": 1.78554, "loss": 1.78554, "grad_norm": 5.52775, "time": 1.9483}
{"mode": "train", "epoch": 34, "iter": 940, "lr": 0.002, "memory": 10966, "data_time": 0.10858, "top1_acc": 0.53164, "top5_acc": 0.80391, "loss_cls": 1.74889, "loss": 1.74889, "grad_norm": 5.44228, "time": 2.16875}
{"mode": "train", "epoch": 34, "iter": 960, "lr": 0.002, "memory": 10966, "data_time": 0.00401, "top1_acc": 0.54727, "top5_acc": 0.80742, "loss_cls": 1.72549, "loss": 1.72549, "grad_norm": 5.43999, "time": 1.9994}
{"mode": "train", "epoch": 34, "iter": 980, "lr": 0.002, "memory": 10966, "data_time": 0.0027, "top1_acc": 0.53828, "top5_acc": 0.80977, "loss_cls": 1.71648, "loss": 1.71648, "grad_norm": 5.4326, "time": 2.04242}
{"mode": "train", "epoch": 34, "iter": 1000, "lr": 0.002, "memory": 10966, "data_time": 0.00327, "top1_acc": 0.51484, "top5_acc": 0.79922, "loss_cls": 1.80615, "loss": 1.80615, "grad_norm": 5.59016, "time": 2.11545}
{"mode": "train", "epoch": 34, "iter": 1020, "lr": 0.002, "memory": 10966, "data_time": 0.00206, "top1_acc": 0.51875, "top5_acc": 0.79688, "loss_cls": 1.79886, "loss": 1.79886, "grad_norm": 5.49838, "time": 1.91694}
{"mode": "train", "epoch": 34, "iter": 1040, "lr": 0.002, "memory": 10966, "data_time": 0.00176, "top1_acc": 0.53867, "top5_acc": 0.82656, "loss_cls": 1.68811, "loss": 1.68811, "grad_norm": 5.47279, "time": 2.18882}
{"mode": "train", "epoch": 34, "iter": 1060, "lr": 0.002, "memory": 10966, "data_time": 0.03608, "top1_acc": 0.50781, "top5_acc": 0.79688, "loss_cls": 1.81403, "loss": 1.81403, "grad_norm": 5.67079, "time": 2.05804}
{"mode": "train", "epoch": 34, "iter": 1080, "lr": 0.002, "memory": 10966, "data_time": 0.00314, "top1_acc": 0.52891, "top5_acc": 0.8, "loss_cls": 1.78929, "loss": 1.78929, "grad_norm": 5.59612, "time": 2.02395}
{"mode": "train", "epoch": 34, "iter": 1100, "lr": 0.002, "memory": 10966, "data_time": 0.00331, "top1_acc": 0.53555, "top5_acc": 0.81094, "loss_cls": 1.73532, "loss": 1.73532, "grad_norm": 5.46939, "time": 2.159}
{"mode": "train", "epoch": 34, "iter": 1120, "lr": 0.002, "memory": 10966, "data_time": 0.21565, "top1_acc": 0.53008, "top5_acc": 0.79844, "loss_cls": 1.78088, "loss": 1.78088, "grad_norm": 5.59104, "time": 1.98804}
{"mode": "train", "epoch": 34, "iter": 1140, "lr": 0.002, "memory": 10966, "data_time": 0.16138, "top1_acc": 0.51953, "top5_acc": 0.80234, "loss_cls": 1.79554, "loss": 1.79554, "grad_norm": 5.61459, "time": 2.13471}
{"mode": "train", "epoch": 34, "iter": 1160, "lr": 0.002, "memory": 10966, "data_time": 0.00693, "top1_acc": 0.51406, "top5_acc": 0.79805, "loss_cls": 1.81864, "loss": 1.81864, "grad_norm": 5.49489, "time": 2.13819}
{"mode": "train", "epoch": 34, "iter": 1180, "lr": 0.002, "memory": 10966, "data_time": 0.18151, "top1_acc": 0.52539, "top5_acc": 0.79766, "loss_cls": 1.7951, "loss": 1.7951, "grad_norm": 5.62021, "time": 1.96374}
{"mode": "train", "epoch": 34, "iter": 1200, "lr": 0.002, "memory": 10966, "data_time": 0.00326, "top1_acc": 0.53594, "top5_acc": 0.80859, "loss_cls": 1.76044, "loss": 1.76044, "grad_norm": 5.47646, "time": 2.14446}
{"mode": "train", "epoch": 34, "iter": 1220, "lr": 0.002, "memory": 10966, "data_time": 0.00327, "top1_acc": 0.52344, "top5_acc": 0.8082, "loss_cls": 1.77809, "loss": 1.77809, "grad_norm": 5.57708, "time": 1.95115}
{"mode": "train", "epoch": 34, "iter": 1240, "lr": 0.002, "memory": 10966, "data_time": 0.00165, "top1_acc": 0.525, "top5_acc": 0.8, "loss_cls": 1.77513, "loss": 1.77513, "grad_norm": 5.63736, "time": 2.03068}
{"mode": "train", "epoch": 34, "iter": 1260, "lr": 0.002, "memory": 10966, "data_time": 0.00556, "top1_acc": 0.54062, "top5_acc": 0.80352, "loss_cls": 1.79453, "loss": 1.79453, "grad_norm": 5.47167, "time": 2.09992}
{"mode": "train", "epoch": 34, "iter": 1280, "lr": 0.002, "memory": 10966, "data_time": 0.00499, "top1_acc": 0.5168, "top5_acc": 0.79922, "loss_cls": 1.82647, "loss": 1.82647, "grad_norm": 5.58302, "time": 2.03653}
{"mode": "train", "epoch": 34, "iter": 1300, "lr": 0.002, "memory": 10966, "data_time": 0.00178, "top1_acc": 0.52891, "top5_acc": 0.80664, "loss_cls": 1.77993, "loss": 1.77993, "grad_norm": 5.50231, "time": 2.13287}
{"mode": "train", "epoch": 34, "iter": 1320, "lr": 0.002, "memory": 10966, "data_time": 0.00189, "top1_acc": 0.53373, "top5_acc": 0.81349, "loss_cls": 1.74749, "loss": 1.74749, "grad_norm": 5.47399, "time": 1.77059}
{"mode": "val", "epoch": 34, "iter": 1320, "lr": 0.002, "top1_acc": 0.31315, "top5_acc": 0.61537, "mean_class_accuracy": 0.25047}
{"mode": "train", "epoch": 35, "iter": 20, "lr": 0.002, "memory": 10966, "data_time": 5.03181, "top1_acc": 0.52344, "top5_acc": 0.79883, "loss_cls": 1.77414, "loss": 1.77414, "grad_norm": 5.53205, "time": 6.95525}
{"mode": "train", "epoch": 35, "iter": 40, "lr": 0.002, "memory": 10966, "data_time": 0.01425, "top1_acc": 0.54609, "top5_acc": 0.81328, "loss_cls": 1.71925, "loss": 1.71925, "grad_norm": 5.40675, "time": 1.96587}
{"mode": "train", "epoch": 35, "iter": 60, "lr": 0.002, "memory": 10966, "data_time": 0.00464, "top1_acc": 0.5293, "top5_acc": 0.8043, "loss_cls": 1.74369, "loss": 1.74369, "grad_norm": 5.44702, "time": 2.01907}
{"mode": "train", "epoch": 35, "iter": 80, "lr": 0.002, "memory": 10966, "data_time": 0.27899, "top1_acc": 0.53164, "top5_acc": 0.80312, "loss_cls": 1.77242, "loss": 1.77242, "grad_norm": 5.52849, "time": 2.06012}
{"mode": "train", "epoch": 35, "iter": 100, "lr": 0.002, "memory": 10966, "data_time": 0.71648, "top1_acc": 0.53281, "top5_acc": 0.80898, "loss_cls": 1.73106, "loss": 1.73106, "grad_norm": 5.3852, "time": 2.06787}
{"mode": "train", "epoch": 35, "iter": 120, "lr": 0.002, "memory": 10966, "data_time": 0.03541, "top1_acc": 0.54492, "top5_acc": 0.80625, "loss_cls": 1.75982, "loss": 1.75982, "grad_norm": 5.47038, "time": 2.02524}
{"mode": "train", "epoch": 35, "iter": 140, "lr": 0.002, "memory": 10966, "data_time": 0.00415, "top1_acc": 0.52383, "top5_acc": 0.80078, "loss_cls": 1.78774, "loss": 1.78774, "grad_norm": 5.62376, "time": 2.13806}
{"mode": "train", "epoch": 35, "iter": 160, "lr": 0.002, "memory": 10966, "data_time": 0.01118, "top1_acc": 0.53984, "top5_acc": 0.81406, "loss_cls": 1.71629, "loss": 1.71629, "grad_norm": 5.34069, "time": 1.96606}
{"mode": "train", "epoch": 35, "iter": 180, "lr": 0.002, "memory": 10966, "data_time": 0.43912, "top1_acc": 0.55352, "top5_acc": 0.82031, "loss_cls": 1.69075, "loss": 1.69075, "grad_norm": 5.41019, "time": 2.04828}
{"mode": "train", "epoch": 35, "iter": 200, "lr": 0.002, "memory": 10966, "data_time": 0.00495, "top1_acc": 0.52812, "top5_acc": 0.80586, "loss_cls": 1.74459, "loss": 1.74459, "grad_norm": 5.54756, "time": 2.13805}
{"mode": "train", "epoch": 35, "iter": 220, "lr": 0.002, "memory": 10966, "data_time": 0.00688, "top1_acc": 0.54688, "top5_acc": 0.81445, "loss_cls": 1.68616, "loss": 1.68616, "grad_norm": 5.46489, "time": 1.99184}
{"mode": "train", "epoch": 35, "iter": 240, "lr": 0.002, "memory": 10966, "data_time": 0.00749, "top1_acc": 0.5332, "top5_acc": 0.81133, "loss_cls": 1.76024, "loss": 1.76024, "grad_norm": 5.57949, "time": 2.04134}
{"mode": "train", "epoch": 35, "iter": 260, "lr": 0.002, "memory": 10966, "data_time": 0.00538, "top1_acc": 0.54219, "top5_acc": 0.82188, "loss_cls": 1.69291, "loss": 1.69291, "grad_norm": 5.54384, "time": 2.12964}
{"mode": "train", "epoch": 35, "iter": 280, "lr": 0.002, "memory": 10966, "data_time": 0.00744, "top1_acc": 0.52578, "top5_acc": 0.80078, "loss_cls": 1.78049, "loss": 1.78049, "grad_norm": 5.59109, "time": 2.05521}
{"mode": "train", "epoch": 35, "iter": 300, "lr": 0.002, "memory": 10966, "data_time": 0.02687, "top1_acc": 0.51797, "top5_acc": 0.80703, "loss_cls": 1.79009, "loss": 1.79009, "grad_norm": 5.65846, "time": 2.03134}
{"mode": "train", "epoch": 35, "iter": 320, "lr": 0.002, "memory": 10966, "data_time": 0.08738, "top1_acc": 0.52773, "top5_acc": 0.81602, "loss_cls": 1.73362, "loss": 1.73362, "grad_norm": 5.52426, "time": 2.02596}
{"mode": "train", "epoch": 35, "iter": 340, "lr": 0.002, "memory": 10966, "data_time": 0.09309, "top1_acc": 0.53359, "top5_acc": 0.80859, "loss_cls": 1.75302, "loss": 1.75302, "grad_norm": 5.54756, "time": 2.17071}
{"mode": "train", "epoch": 35, "iter": 360, "lr": 0.002, "memory": 10966, "data_time": 0.00822, "top1_acc": 0.51719, "top5_acc": 0.80312, "loss_cls": 1.77385, "loss": 1.77385, "grad_norm": 5.54375, "time": 2.16602}
{"mode": "train", "epoch": 35, "iter": 380, "lr": 0.002, "memory": 10966, "data_time": 0.05514, "top1_acc": 0.525, "top5_acc": 0.80938, "loss_cls": 1.74793, "loss": 1.74793, "grad_norm": 5.51226, "time": 2.01002}
{"mode": "train", "epoch": 35, "iter": 400, "lr": 0.002, "memory": 10966, "data_time": 0.11662, "top1_acc": 0.54453, "top5_acc": 0.81406, "loss_cls": 1.68607, "loss": 1.68607, "grad_norm": 5.42442, "time": 2.1126}
{"mode": "train", "epoch": 35, "iter": 420, "lr": 0.002, "memory": 10966, "data_time": 0.10998, "top1_acc": 0.52695, "top5_acc": 0.81641, "loss_cls": 1.7272, "loss": 1.7272, "grad_norm": 5.54259, "time": 1.98702}
{"mode": "train", "epoch": 35, "iter": 440, "lr": 0.002, "memory": 10966, "data_time": 0.19276, "top1_acc": 0.53164, "top5_acc": 0.80547, "loss_cls": 1.73388, "loss": 1.73388, "grad_norm": 5.49557, "time": 2.06881}
{"mode": "train", "epoch": 35, "iter": 460, "lr": 0.002, "memory": 10966, "data_time": 0.40013, "top1_acc": 0.53438, "top5_acc": 0.80703, "loss_cls": 1.7661, "loss": 1.7661, "grad_norm": 5.64784, "time": 2.1873}
{"mode": "train", "epoch": 35, "iter": 480, "lr": 0.002, "memory": 10966, "data_time": 0.27891, "top1_acc": 0.51992, "top5_acc": 0.80664, "loss_cls": 1.80576, "loss": 1.80576, "grad_norm": 5.65647, "time": 1.82171}
{"mode": "train", "epoch": 35, "iter": 500, "lr": 0.002, "memory": 10966, "data_time": 0.26148, "top1_acc": 0.52539, "top5_acc": 0.80039, "loss_cls": 1.78452, "loss": 1.78452, "grad_norm": 5.81173, "time": 2.11061}
{"mode": "train", "epoch": 35, "iter": 520, "lr": 0.002, "memory": 10966, "data_time": 0.02285, "top1_acc": 0.53711, "top5_acc": 0.80859, "loss_cls": 1.75139, "loss": 1.75139, "grad_norm": 5.59554, "time": 2.13644}
{"mode": "train", "epoch": 35, "iter": 540, "lr": 0.002, "memory": 10966, "data_time": 0.00613, "top1_acc": 0.55156, "top5_acc": 0.82734, "loss_cls": 1.68355, "loss": 1.68355, "grad_norm": 5.51515, "time": 2.09101}
{"mode": "train", "epoch": 35, "iter": 560, "lr": 0.002, "memory": 10966, "data_time": 0.1147, "top1_acc": 0.51836, "top5_acc": 0.81172, "loss_cls": 1.76148, "loss": 1.76148, "grad_norm": 5.68047, "time": 2.03451}
{"mode": "train", "epoch": 35, "iter": 580, "lr": 0.002, "memory": 10966, "data_time": 0.1703, "top1_acc": 0.54805, "top5_acc": 0.8125, "loss_cls": 1.70399, "loss": 1.70399, "grad_norm": 5.5743, "time": 2.07488}
{"mode": "train", "epoch": 35, "iter": 600, "lr": 0.002, "memory": 10966, "data_time": 1.22335, "top1_acc": 0.53906, "top5_acc": 0.825, "loss_cls": 1.67908, "loss": 1.67908, "grad_norm": 5.5665, "time": 2.00298}
{"mode": "train", "epoch": 35, "iter": 620, "lr": 0.002, "memory": 10966, "data_time": 1.53891, "top1_acc": 0.52656, "top5_acc": 0.80742, "loss_cls": 1.79163, "loss": 1.79163, "grad_norm": 5.80092, "time": 2.12001}
{"mode": "train", "epoch": 35, "iter": 640, "lr": 0.002, "memory": 10966, "data_time": 1.36189, "top1_acc": 0.525, "top5_acc": 0.80039, "loss_cls": 1.77745, "loss": 1.77745, "grad_norm": 5.59577, "time": 1.99466}
{"mode": "train", "epoch": 35, "iter": 660, "lr": 0.002, "memory": 10966, "data_time": 1.40041, "top1_acc": 0.53867, "top5_acc": 0.81758, "loss_cls": 1.71261, "loss": 1.71261, "grad_norm": 5.49156, "time": 2.15401}
{"mode": "train", "epoch": 35, "iter": 680, "lr": 0.002, "memory": 10966, "data_time": 1.36966, "top1_acc": 0.5168, "top5_acc": 0.79688, "loss_cls": 1.79167, "loss": 1.79167, "grad_norm": 5.63821, "time": 1.98007}
{"mode": "train", "epoch": 35, "iter": 700, "lr": 0.002, "memory": 10966, "data_time": 0.08846, "top1_acc": 0.53398, "top5_acc": 0.81367, "loss_cls": 1.71369, "loss": 1.71369, "grad_norm": 5.47285, "time": 2.0761}
{"mode": "train", "epoch": 35, "iter": 720, "lr": 0.002, "memory": 10966, "data_time": 0.21019, "top1_acc": 0.53789, "top5_acc": 0.82461, "loss_cls": 1.69976, "loss": 1.69976, "grad_norm": 5.57681, "time": 2.07764}
{"mode": "train", "epoch": 35, "iter": 740, "lr": 0.002, "memory": 10966, "data_time": 0.20005, "top1_acc": 0.53359, "top5_acc": 0.8125, "loss_cls": 1.71539, "loss": 1.71539, "grad_norm": 5.5657, "time": 2.14046}
{"mode": "train", "epoch": 35, "iter": 760, "lr": 0.002, "memory": 10966, "data_time": 0.68137, "top1_acc": 0.53711, "top5_acc": 0.82461, "loss_cls": 1.68038, "loss": 1.68038, "grad_norm": 5.48305, "time": 2.05257}
{"mode": "train", "epoch": 35, "iter": 780, "lr": 0.002, "memory": 10966, "data_time": 0.65692, "top1_acc": 0.53438, "top5_acc": 0.80625, "loss_cls": 1.71726, "loss": 1.71726, "grad_norm": 5.68148, "time": 1.96245}
{"mode": "train", "epoch": 35, "iter": 800, "lr": 0.002, "memory": 10966, "data_time": 0.00263, "top1_acc": 0.54141, "top5_acc": 0.82266, "loss_cls": 1.66571, "loss": 1.66571, "grad_norm": 5.39695, "time": 2.04486}
{"mode": "train", "epoch": 35, "iter": 820, "lr": 0.002, "memory": 10966, "data_time": 0.1178, "top1_acc": 0.53359, "top5_acc": 0.80742, "loss_cls": 1.7496, "loss": 1.7496, "grad_norm": 5.43515, "time": 2.06551}
{"mode": "train", "epoch": 35, "iter": 840, "lr": 0.002, "memory": 10966, "data_time": 0.07896, "top1_acc": 0.525, "top5_acc": 0.80352, "loss_cls": 1.77648, "loss": 1.77648, "grad_norm": 5.75357, "time": 2.0825}
{"mode": "train", "epoch": 35, "iter": 860, "lr": 0.002, "memory": 10966, "data_time": 0.60697, "top1_acc": 0.54336, "top5_acc": 0.82266, "loss_cls": 1.6983, "loss": 1.6983, "grad_norm": 5.64484, "time": 2.08398}
{"mode": "train", "epoch": 35, "iter": 880, "lr": 0.002, "memory": 10966, "data_time": 0.1853, "top1_acc": 0.54375, "top5_acc": 0.81523, "loss_cls": 1.71756, "loss": 1.71756, "grad_norm": 5.54805, "time": 1.98647}
{"mode": "train", "epoch": 35, "iter": 900, "lr": 0.002, "memory": 10966, "data_time": 0.00277, "top1_acc": 0.53398, "top5_acc": 0.8082, "loss_cls": 1.70827, "loss": 1.70827, "grad_norm": 5.4978, "time": 2.14593}
{"mode": "train", "epoch": 35, "iter": 920, "lr": 0.002, "memory": 10966, "data_time": 0.00399, "top1_acc": 0.53711, "top5_acc": 0.81562, "loss_cls": 1.69327, "loss": 1.69327, "grad_norm": 5.42864, "time": 2.15519}
{"mode": "train", "epoch": 35, "iter": 940, "lr": 0.002, "memory": 10966, "data_time": 0.00377, "top1_acc": 0.51602, "top5_acc": 0.81406, "loss_cls": 1.77769, "loss": 1.77769, "grad_norm": 5.70942, "time": 2.02222}
{"mode": "train", "epoch": 35, "iter": 960, "lr": 0.002, "memory": 10966, "data_time": 0.02037, "top1_acc": 0.53828, "top5_acc": 0.80977, "loss_cls": 1.73599, "loss": 1.73599, "grad_norm": 5.67556, "time": 2.14792}
{"mode": "train", "epoch": 35, "iter": 980, "lr": 0.002, "memory": 10966, "data_time": 0.00404, "top1_acc": 0.5375, "top5_acc": 0.81055, "loss_cls": 1.7608, "loss": 1.7608, "grad_norm": 5.60199, "time": 2.11372}
{"mode": "train", "epoch": 35, "iter": 1000, "lr": 0.002, "memory": 10966, "data_time": 0.02154, "top1_acc": 0.53867, "top5_acc": 0.80781, "loss_cls": 1.73014, "loss": 1.73014, "grad_norm": 5.70802, "time": 2.09896}
{"mode": "train", "epoch": 35, "iter": 1020, "lr": 0.002, "memory": 10966, "data_time": 0.00535, "top1_acc": 0.52109, "top5_acc": 0.80156, "loss_cls": 1.82539, "loss": 1.82539, "grad_norm": 5.77733, "time": 1.96186}
{"mode": "train", "epoch": 35, "iter": 1040, "lr": 0.002, "memory": 10966, "data_time": 0.00565, "top1_acc": 0.52852, "top5_acc": 0.80195, "loss_cls": 1.7601, "loss": 1.7601, "grad_norm": 5.58064, "time": 2.03874}
{"mode": "train", "epoch": 35, "iter": 1060, "lr": 0.002, "memory": 10966, "data_time": 0.00289, "top1_acc": 0.5207, "top5_acc": 0.8, "loss_cls": 1.77325, "loss": 1.77325, "grad_norm": 5.74458, "time": 2.06117}
{"mode": "train", "epoch": 35, "iter": 1080, "lr": 0.002, "memory": 10966, "data_time": 0.00545, "top1_acc": 0.52578, "top5_acc": 0.8125, "loss_cls": 1.72941, "loss": 1.72941, "grad_norm": 5.59926, "time": 2.12207}
{"mode": "train", "epoch": 35, "iter": 1100, "lr": 0.002, "memory": 10966, "data_time": 0.0202, "top1_acc": 0.51289, "top5_acc": 0.81562, "loss_cls": 1.78019, "loss": 1.78019, "grad_norm": 5.74628, "time": 2.07069}
{"mode": "train", "epoch": 35, "iter": 1120, "lr": 0.002, "memory": 10966, "data_time": 0.14017, "top1_acc": 0.51016, "top5_acc": 0.80234, "loss_cls": 1.81462, "loss": 1.81462, "grad_norm": 5.7134, "time": 2.09304}
{"mode": "train", "epoch": 35, "iter": 1140, "lr": 0.002, "memory": 10966, "data_time": 1.16672, "top1_acc": 0.53867, "top5_acc": 0.79766, "loss_cls": 1.77605, "loss": 1.77605, "grad_norm": 5.72298, "time": 2.05153}
{"mode": "train", "epoch": 35, "iter": 1160, "lr": 0.002, "memory": 10966, "data_time": 0.31227, "top1_acc": 0.52344, "top5_acc": 0.80508, "loss_cls": 1.75656, "loss": 1.75656, "grad_norm": 5.60515, "time": 2.08612}
{"mode": "train", "epoch": 35, "iter": 1180, "lr": 0.002, "memory": 10966, "data_time": 0.03575, "top1_acc": 0.5293, "top5_acc": 0.81523, "loss_cls": 1.73945, "loss": 1.73945, "grad_norm": 5.57348, "time": 2.05379}
{"mode": "train", "epoch": 35, "iter": 1200, "lr": 0.002, "memory": 10966, "data_time": 0.00427, "top1_acc": 0.53477, "top5_acc": 0.82305, "loss_cls": 1.69367, "loss": 1.69367, "grad_norm": 5.5406, "time": 2.10888}
{"mode": "train", "epoch": 35, "iter": 1220, "lr": 0.002, "memory": 10966, "data_time": 0.00606, "top1_acc": 0.53398, "top5_acc": 0.81094, "loss_cls": 1.75929, "loss": 1.75929, "grad_norm": 5.80976, "time": 1.99356}
{"mode": "train", "epoch": 35, "iter": 1240, "lr": 0.002, "memory": 10966, "data_time": 0.05967, "top1_acc": 0.54141, "top5_acc": 0.8082, "loss_cls": 1.75928, "loss": 1.75928, "grad_norm": 5.6978, "time": 2.07469}
{"mode": "train", "epoch": 35, "iter": 1260, "lr": 0.002, "memory": 10966, "data_time": 0.64244, "top1_acc": 0.54102, "top5_acc": 0.80742, "loss_cls": 1.72469, "loss": 1.72469, "grad_norm": 5.60865, "time": 2.11785}
{"mode": "train", "epoch": 35, "iter": 1280, "lr": 0.002, "memory": 10966, "data_time": 0.03338, "top1_acc": 0.53047, "top5_acc": 0.80664, "loss_cls": 1.78373, "loss": 1.78373, "grad_norm": 5.65938, "time": 2.17217}
{"mode": "train", "epoch": 35, "iter": 1300, "lr": 0.002, "memory": 10966, "data_time": 0.00246, "top1_acc": 0.54297, "top5_acc": 0.81055, "loss_cls": 1.71913, "loss": 1.71913, "grad_norm": 5.52012, "time": 2.14337}
{"mode": "train", "epoch": 35, "iter": 1320, "lr": 0.002, "memory": 10966, "data_time": 0.28607, "top1_acc": 0.5254, "top5_acc": 0.82024, "loss_cls": 1.70739, "loss": 1.70739, "grad_norm": 5.60019, "time": 1.86638}
{"mode": "val", "epoch": 35, "iter": 1320, "lr": 0.002, "top1_acc": 0.318, "top5_acc": 0.61323, "mean_class_accuracy": 0.25524}
{"mode": "train", "epoch": 36, "iter": 20, "lr": 0.002, "memory": 10966, "data_time": 5.87942, "top1_acc": 0.53828, "top5_acc": 0.81445, "loss_cls": 1.72547, "loss": 1.72547, "grad_norm": 5.59794, "time": 6.47816}
{"mode": "train", "epoch": 36, "iter": 40, "lr": 0.002, "memory": 10966, "data_time": 0.72318, "top1_acc": 0.54062, "top5_acc": 0.81562, "loss_cls": 1.73278, "loss": 1.73278, "grad_norm": 5.56328, "time": 2.17543}
{"mode": "train", "epoch": 36, "iter": 60, "lr": 0.002, "memory": 10966, "data_time": 0.26523, "top1_acc": 0.54883, "top5_acc": 0.80938, "loss_cls": 1.69787, "loss": 1.69787, "grad_norm": 5.58762, "time": 2.14106}
{"mode": "train", "epoch": 36, "iter": 80, "lr": 0.002, "memory": 10966, "data_time": 0.11524, "top1_acc": 0.53281, "top5_acc": 0.81406, "loss_cls": 1.74285, "loss": 1.74285, "grad_norm": 5.65334, "time": 1.86365}
{"mode": "train", "epoch": 36, "iter": 100, "lr": 0.002, "memory": 10966, "data_time": 0.12318, "top1_acc": 0.54336, "top5_acc": 0.82031, "loss_cls": 1.69097, "loss": 1.69097, "grad_norm": 5.61417, "time": 2.04804}
{"mode": "train", "epoch": 36, "iter": 120, "lr": 0.002, "memory": 10966, "data_time": 0.7818, "top1_acc": 0.54336, "top5_acc": 0.81445, "loss_cls": 1.66208, "loss": 1.66208, "grad_norm": 5.53025, "time": 2.01767}
{"mode": "train", "epoch": 36, "iter": 140, "lr": 0.002, "memory": 10966, "data_time": 1.16338, "top1_acc": 0.54336, "top5_acc": 0.8082, "loss_cls": 1.72906, "loss": 1.72906, "grad_norm": 5.70302, "time": 2.10666}
{"mode": "train", "epoch": 36, "iter": 160, "lr": 0.002, "memory": 10966, "data_time": 1.34068, "top1_acc": 0.54688, "top5_acc": 0.81445, "loss_cls": 1.71214, "loss": 1.71214, "grad_norm": 5.6008, "time": 2.03313}
{"mode": "train", "epoch": 36, "iter": 180, "lr": 0.002, "memory": 10966, "data_time": 1.46575, "top1_acc": 0.54922, "top5_acc": 0.82227, "loss_cls": 1.6749, "loss": 1.6749, "grad_norm": 5.51299, "time": 2.08958}
{"mode": "train", "epoch": 36, "iter": 200, "lr": 0.002, "memory": 10966, "data_time": 1.49039, "top1_acc": 0.52656, "top5_acc": 0.81328, "loss_cls": 1.73234, "loss": 1.73234, "grad_norm": 5.81208, "time": 2.07469}
{"mode": "train", "epoch": 36, "iter": 220, "lr": 0.002, "memory": 10966, "data_time": 0.99743, "top1_acc": 0.52227, "top5_acc": 0.79883, "loss_cls": 1.78789, "loss": 1.78789, "grad_norm": 5.74235, "time": 2.05438}
{"mode": "train", "epoch": 36, "iter": 240, "lr": 0.002, "memory": 10966, "data_time": 0.96548, "top1_acc": 0.55547, "top5_acc": 0.81445, "loss_cls": 1.69863, "loss": 1.69863, "grad_norm": 5.64548, "time": 2.0504}
{"mode": "train", "epoch": 36, "iter": 260, "lr": 0.002, "memory": 10966, "data_time": 0.02131, "top1_acc": 0.53672, "top5_acc": 0.81875, "loss_cls": 1.71704, "loss": 1.71704, "grad_norm": 5.63345, "time": 1.94158}
{"mode": "train", "epoch": 36, "iter": 280, "lr": 0.002, "memory": 10966, "data_time": 0.37261, "top1_acc": 0.53984, "top5_acc": 0.80312, "loss_cls": 1.71568, "loss": 1.71568, "grad_norm": 5.59855, "time": 2.15537}
{"mode": "train", "epoch": 36, "iter": 300, "lr": 0.002, "memory": 10966, "data_time": 0.01794, "top1_acc": 0.55117, "top5_acc": 0.80625, "loss_cls": 1.73808, "loss": 1.73808, "grad_norm": 5.69512, "time": 2.05777}
{"mode": "train", "epoch": 36, "iter": 320, "lr": 0.002, "memory": 10966, "data_time": 0.23919, "top1_acc": 0.53281, "top5_acc": 0.81172, "loss_cls": 1.73809, "loss": 1.73809, "grad_norm": 5.72968, "time": 1.98778}
{"mode": "train", "epoch": 36, "iter": 340, "lr": 0.002, "memory": 10966, "data_time": 0.1005, "top1_acc": 0.52695, "top5_acc": 0.81406, "loss_cls": 1.73664, "loss": 1.73664, "grad_norm": 5.76984, "time": 2.04646}
{"mode": "train", "epoch": 36, "iter": 360, "lr": 0.002, "memory": 10966, "data_time": 0.00231, "top1_acc": 0.55078, "top5_acc": 0.825, "loss_cls": 1.66734, "loss": 1.66734, "grad_norm": 5.71574, "time": 2.1738}
{"mode": "train", "epoch": 36, "iter": 380, "lr": 0.002, "memory": 10966, "data_time": 0.37447, "top1_acc": 0.53789, "top5_acc": 0.81641, "loss_cls": 1.69335, "loss": 1.69335, "grad_norm": 5.64525, "time": 2.04022}
{"mode": "train", "epoch": 36, "iter": 400, "lr": 0.002, "memory": 10966, "data_time": 0.01035, "top1_acc": 0.53398, "top5_acc": 0.81445, "loss_cls": 1.71352, "loss": 1.71352, "grad_norm": 5.7956, "time": 2.02319}
{"mode": "train", "epoch": 36, "iter": 420, "lr": 0.002, "memory": 10966, "data_time": 0.00729, "top1_acc": 0.5418, "top5_acc": 0.81484, "loss_cls": 1.70782, "loss": 1.70782, "grad_norm": 5.70829, "time": 1.97239}
{"mode": "train", "epoch": 36, "iter": 440, "lr": 0.002, "memory": 10966, "data_time": 0.91261, "top1_acc": 0.54297, "top5_acc": 0.81406, "loss_cls": 1.71918, "loss": 1.71918, "grad_norm": 5.57433, "time": 2.0427}
{"mode": "train", "epoch": 36, "iter": 460, "lr": 0.002, "memory": 10966, "data_time": 0.90878, "top1_acc": 0.52422, "top5_acc": 0.80977, "loss_cls": 1.75323, "loss": 1.75323, "grad_norm": 5.7387, "time": 2.05732}
{"mode": "train", "epoch": 36, "iter": 480, "lr": 0.002, "memory": 10966, "data_time": 0.49751, "top1_acc": 0.54414, "top5_acc": 0.82148, "loss_cls": 1.67909, "loss": 1.67909, "grad_norm": 5.70595, "time": 2.08959}
{"mode": "train", "epoch": 36, "iter": 500, "lr": 0.002, "memory": 10966, "data_time": 0.49839, "top1_acc": 0.54102, "top5_acc": 0.81914, "loss_cls": 1.69111, "loss": 1.69111, "grad_norm": 5.53961, "time": 2.0736}
{"mode": "train", "epoch": 36, "iter": 520, "lr": 0.002, "memory": 10966, "data_time": 0.03739, "top1_acc": 0.53984, "top5_acc": 0.82344, "loss_cls": 1.72128, "loss": 1.72128, "grad_norm": 5.71124, "time": 2.05599}
{"mode": "train", "epoch": 36, "iter": 540, "lr": 0.002, "memory": 10966, "data_time": 0.24508, "top1_acc": 0.54297, "top5_acc": 0.81484, "loss_cls": 1.72623, "loss": 1.72623, "grad_norm": 5.57327, "time": 1.99517}
{"mode": "train", "epoch": 36, "iter": 560, "lr": 0.002, "memory": 10966, "data_time": 0.00471, "top1_acc": 0.52344, "top5_acc": 0.81016, "loss_cls": 1.74343, "loss": 1.74343, "grad_norm": 5.78442, "time": 2.12823}
{"mode": "train", "epoch": 36, "iter": 580, "lr": 0.002, "memory": 10966, "data_time": 0.03181, "top1_acc": 0.53477, "top5_acc": 0.81602, "loss_cls": 1.70164, "loss": 1.70164, "grad_norm": 5.61216, "time": 2.01162}
{"mode": "train", "epoch": 36, "iter": 600, "lr": 0.002, "memory": 10966, "data_time": 0.55245, "top1_acc": 0.54844, "top5_acc": 0.82031, "loss_cls": 1.69921, "loss": 1.69921, "grad_norm": 5.62954, "time": 1.98263}
{"mode": "train", "epoch": 36, "iter": 620, "lr": 0.002, "memory": 10966, "data_time": 0.65973, "top1_acc": 0.51484, "top5_acc": 0.81094, "loss_cls": 1.7628, "loss": 1.7628, "grad_norm": 5.85623, "time": 2.10191}
{"mode": "train", "epoch": 36, "iter": 640, "lr": 0.002, "memory": 10966, "data_time": 1.30546, "top1_acc": 0.53164, "top5_acc": 0.80508, "loss_cls": 1.75506, "loss": 1.75506, "grad_norm": 5.81003, "time": 1.98293}
{"mode": "train", "epoch": 36, "iter": 660, "lr": 0.002, "memory": 10966, "data_time": 1.10983, "top1_acc": 0.54414, "top5_acc": 0.8125, "loss_cls": 1.72196, "loss": 1.72196, "grad_norm": 5.73547, "time": 2.07611}
{"mode": "train", "epoch": 36, "iter": 680, "lr": 0.002, "memory": 10966, "data_time": 1.24277, "top1_acc": 0.52656, "top5_acc": 0.80273, "loss_cls": 1.74252, "loss": 1.74252, "grad_norm": 5.60921, "time": 2.14501}
{"mode": "train", "epoch": 36, "iter": 700, "lr": 0.002, "memory": 10966, "data_time": 0.04874, "top1_acc": 0.53633, "top5_acc": 0.81758, "loss_cls": 1.70019, "loss": 1.70019, "grad_norm": 5.68587, "time": 2.00726}
{"mode": "train", "epoch": 36, "iter": 720, "lr": 0.002, "memory": 10966, "data_time": 0.03168, "top1_acc": 0.52617, "top5_acc": 0.80664, "loss_cls": 1.77818, "loss": 1.77818, "grad_norm": 5.84919, "time": 2.13505}
{"mode": "train", "epoch": 36, "iter": 740, "lr": 0.002, "memory": 10966, "data_time": 0.00287, "top1_acc": 0.54805, "top5_acc": 0.81445, "loss_cls": 1.71946, "loss": 1.71946, "grad_norm": 5.72634, "time": 2.18319}
{"mode": "train", "epoch": 36, "iter": 760, "lr": 0.002, "memory": 10966, "data_time": 0.00647, "top1_acc": 0.54141, "top5_acc": 0.81797, "loss_cls": 1.69822, "loss": 1.69822, "grad_norm": 5.64597, "time": 2.02108}
{"mode": "train", "epoch": 36, "iter": 780, "lr": 0.002, "memory": 10966, "data_time": 0.28647, "top1_acc": 0.52578, "top5_acc": 0.79297, "loss_cls": 1.81324, "loss": 1.81324, "grad_norm": 5.91496, "time": 1.99869}
{"mode": "train", "epoch": 36, "iter": 800, "lr": 0.002, "memory": 10966, "data_time": 0.94222, "top1_acc": 0.53242, "top5_acc": 0.80938, "loss_cls": 1.72181, "loss": 1.72181, "grad_norm": 5.70825, "time": 2.12053}
{"mode": "train", "epoch": 36, "iter": 820, "lr": 0.002, "memory": 10966, "data_time": 1.51345, "top1_acc": 0.53711, "top5_acc": 0.81367, "loss_cls": 1.7334, "loss": 1.7334, "grad_norm": 5.88481, "time": 2.11507}
{"mode": "train", "epoch": 36, "iter": 840, "lr": 0.002, "memory": 10966, "data_time": 1.05846, "top1_acc": 0.52539, "top5_acc": 0.81055, "loss_cls": 1.75912, "loss": 1.75912, "grad_norm": 5.83445, "time": 2.02152}
{"mode": "train", "epoch": 36, "iter": 860, "lr": 0.002, "memory": 10966, "data_time": 0.02261, "top1_acc": 0.53672, "top5_acc": 0.80078, "loss_cls": 1.77088, "loss": 1.77088, "grad_norm": 5.81421, "time": 2.13915}
{"mode": "train", "epoch": 36, "iter": 880, "lr": 0.002, "memory": 10966, "data_time": 0.00295, "top1_acc": 0.54688, "top5_acc": 0.81445, "loss_cls": 1.7344, "loss": 1.7344, "grad_norm": 5.79062, "time": 2.14777}
{"mode": "train", "epoch": 36, "iter": 900, "lr": 0.002, "memory": 10966, "data_time": 0.00631, "top1_acc": 0.52578, "top5_acc": 0.80508, "loss_cls": 1.74967, "loss": 1.74967, "grad_norm": 5.71942, "time": 2.20324}
{"mode": "train", "epoch": 36, "iter": 920, "lr": 0.002, "memory": 10966, "data_time": 0.2496, "top1_acc": 0.5375, "top5_acc": 0.81289, "loss_cls": 1.72506, "loss": 1.72506, "grad_norm": 5.72864, "time": 1.96946}
{"mode": "train", "epoch": 36, "iter": 940, "lr": 0.002, "memory": 10966, "data_time": 1.25202, "top1_acc": 0.54141, "top5_acc": 0.80625, "loss_cls": 1.73963, "loss": 1.73963, "grad_norm": 5.64849, "time": 2.02296}
{"mode": "train", "epoch": 36, "iter": 960, "lr": 0.002, "memory": 10966, "data_time": 0.74541, "top1_acc": 0.53477, "top5_acc": 0.80781, "loss_cls": 1.76332, "loss": 1.76332, "grad_norm": 5.61734, "time": 1.98524}
{"mode": "train", "epoch": 36, "iter": 980, "lr": 0.002, "memory": 10966, "data_time": 0.15841, "top1_acc": 0.52812, "top5_acc": 0.81484, "loss_cls": 1.7209, "loss": 1.7209, "grad_norm": 5.70583, "time": 2.02701}
{"mode": "train", "epoch": 36, "iter": 1000, "lr": 0.002, "memory": 10966, "data_time": 0.05771, "top1_acc": 0.52773, "top5_acc": 0.82188, "loss_cls": 1.7233, "loss": 1.7233, "grad_norm": 5.6835, "time": 2.07203}
{"mode": "train", "epoch": 36, "iter": 1020, "lr": 0.002, "memory": 10966, "data_time": 0.60336, "top1_acc": 0.53438, "top5_acc": 0.80938, "loss_cls": 1.7549, "loss": 1.7549, "grad_norm": 5.82951, "time": 2.04244}
{"mode": "train", "epoch": 36, "iter": 1040, "lr": 0.002, "memory": 10966, "data_time": 0.26343, "top1_acc": 0.53516, "top5_acc": 0.80742, "loss_cls": 1.70919, "loss": 1.70919, "grad_norm": 5.62715, "time": 1.97177}
{"mode": "train", "epoch": 36, "iter": 1060, "lr": 0.002, "memory": 10966, "data_time": 0.1367, "top1_acc": 0.53906, "top5_acc": 0.81523, "loss_cls": 1.7204, "loss": 1.7204, "grad_norm": 5.65823, "time": 2.14299}
{"mode": "train", "epoch": 36, "iter": 1080, "lr": 0.002, "memory": 10966, "data_time": 0.35704, "top1_acc": 0.54062, "top5_acc": 0.81914, "loss_cls": 1.67782, "loss": 1.67782, "grad_norm": 5.66146, "time": 2.16557}
{"mode": "train", "epoch": 36, "iter": 1100, "lr": 0.002, "memory": 10966, "data_time": 0.2092, "top1_acc": 0.53398, "top5_acc": 0.80078, "loss_cls": 1.77546, "loss": 1.77546, "grad_norm": 5.73646, "time": 2.03051}
{"mode": "train", "epoch": 36, "iter": 1120, "lr": 0.002, "memory": 10966, "data_time": 0.00437, "top1_acc": 0.52461, "top5_acc": 0.81094, "loss_cls": 1.75563, "loss": 1.75563, "grad_norm": 5.58289, "time": 2.06171}
{"mode": "train", "epoch": 36, "iter": 1140, "lr": 0.002, "memory": 10966, "data_time": 0.00921, "top1_acc": 0.53203, "top5_acc": 0.81289, "loss_cls": 1.71005, "loss": 1.71005, "grad_norm": 5.75272, "time": 2.05282}
{"mode": "train", "epoch": 36, "iter": 1160, "lr": 0.002, "memory": 10966, "data_time": 0.00371, "top1_acc": 0.53008, "top5_acc": 0.8168, "loss_cls": 1.71037, "loss": 1.71037, "grad_norm": 5.71399, "time": 2.0785}
{"mode": "train", "epoch": 36, "iter": 1180, "lr": 0.002, "memory": 10966, "data_time": 0.0028, "top1_acc": 0.52383, "top5_acc": 0.80781, "loss_cls": 1.75959, "loss": 1.75959, "grad_norm": 5.82135, "time": 2.02434}
{"mode": "train", "epoch": 36, "iter": 1200, "lr": 0.002, "memory": 10966, "data_time": 0.07003, "top1_acc": 0.55, "top5_acc": 0.81875, "loss_cls": 1.6991, "loss": 1.6991, "grad_norm": 5.63597, "time": 2.01505}
{"mode": "train", "epoch": 36, "iter": 1220, "lr": 0.002, "memory": 10966, "data_time": 0.20115, "top1_acc": 0.53125, "top5_acc": 0.80508, "loss_cls": 1.75125, "loss": 1.75125, "grad_norm": 5.79641, "time": 2.14099}
{"mode": "train", "epoch": 36, "iter": 1240, "lr": 0.002, "memory": 10966, "data_time": 0.0598, "top1_acc": 0.53984, "top5_acc": 0.81016, "loss_cls": 1.73293, "loss": 1.73293, "grad_norm": 5.73195, "time": 1.95574}
{"mode": "train", "epoch": 36, "iter": 1260, "lr": 0.002, "memory": 10966, "data_time": 0.0928, "top1_acc": 0.53867, "top5_acc": 0.80547, "loss_cls": 1.71057, "loss": 1.71057, "grad_norm": 5.80303, "time": 2.20639}
{"mode": "train", "epoch": 36, "iter": 1280, "lr": 0.002, "memory": 10966, "data_time": 0.10032, "top1_acc": 0.53477, "top5_acc": 0.82188, "loss_cls": 1.71093, "loss": 1.71093, "grad_norm": 5.83974, "time": 2.01533}
{"mode": "train", "epoch": 36, "iter": 1300, "lr": 0.002, "memory": 10966, "data_time": 0.3629, "top1_acc": 0.5418, "top5_acc": 0.80703, "loss_cls": 1.76469, "loss": 1.76469, "grad_norm": 5.94109, "time": 2.04615}
{"mode": "train", "epoch": 36, "iter": 1320, "lr": 0.002, "memory": 10966, "data_time": 0.09348, "top1_acc": 0.54325, "top5_acc": 0.80437, "loss_cls": 1.76037, "loss": 1.76037, "grad_norm": 5.8991, "time": 1.80645}
{"mode": "val", "epoch": 36, "iter": 1320, "lr": 0.002, "top1_acc": 0.31356, "top5_acc": 0.6142, "mean_class_accuracy": 0.25139}
{"mode": "train", "epoch": 37, "iter": 20, "lr": 0.002, "memory": 10966, "data_time": 5.18918, "top1_acc": 0.53789, "top5_acc": 0.81562, "loss_cls": 1.72223, "loss": 1.72223, "grad_norm": 5.7655, "time": 6.9083}
{"mode": "train", "epoch": 37, "iter": 40, "lr": 0.002, "memory": 10966, "data_time": 0.08999, "top1_acc": 0.53555, "top5_acc": 0.81289, "loss_cls": 1.73702, "loss": 1.73702, "grad_norm": 5.78316, "time": 2.08976}
{"mode": "train", "epoch": 37, "iter": 60, "lr": 0.002, "memory": 10966, "data_time": 0.12827, "top1_acc": 0.55078, "top5_acc": 0.82344, "loss_cls": 1.66884, "loss": 1.66884, "grad_norm": 5.63203, "time": 2.20507}
{"mode": "train", "epoch": 37, "iter": 80, "lr": 0.002, "memory": 10966, "data_time": 0.02652, "top1_acc": 0.54805, "top5_acc": 0.8125, "loss_cls": 1.71542, "loss": 1.71542, "grad_norm": 5.69554, "time": 1.95042}
{"mode": "train", "epoch": 37, "iter": 100, "lr": 0.002, "memory": 10966, "data_time": 0.47685, "top1_acc": 0.54844, "top5_acc": 0.81602, "loss_cls": 1.68806, "loss": 1.68806, "grad_norm": 5.62322, "time": 2.11723}
{"mode": "train", "epoch": 37, "iter": 120, "lr": 0.002, "memory": 10966, "data_time": 0.25046, "top1_acc": 0.52891, "top5_acc": 0.82031, "loss_cls": 1.71634, "loss": 1.71634, "grad_norm": 5.79142, "time": 1.98109}
{"mode": "train", "epoch": 37, "iter": 140, "lr": 0.002, "memory": 10966, "data_time": 0.02938, "top1_acc": 0.5375, "top5_acc": 0.81719, "loss_cls": 1.70059, "loss": 1.70059, "grad_norm": 5.83901, "time": 2.11643}
{"mode": "train", "epoch": 37, "iter": 160, "lr": 0.002, "memory": 10966, "data_time": 0.05193, "top1_acc": 0.5543, "top5_acc": 0.82578, "loss_cls": 1.6699, "loss": 1.6699, "grad_norm": 5.6585, "time": 2.04901}
{"mode": "train", "epoch": 37, "iter": 180, "lr": 0.002, "memory": 10966, "data_time": 0.01591, "top1_acc": 0.54102, "top5_acc": 0.81758, "loss_cls": 1.6942, "loss": 1.6942, "grad_norm": 5.6908, "time": 2.10314}
{"mode": "train", "epoch": 37, "iter": 200, "lr": 0.002, "memory": 10966, "data_time": 0.01003, "top1_acc": 0.53867, "top5_acc": 0.81562, "loss_cls": 1.7056, "loss": 1.7056, "grad_norm": 5.84159, "time": 2.09244}
{"mode": "train", "epoch": 37, "iter": 220, "lr": 0.002, "memory": 10966, "data_time": 0.00495, "top1_acc": 0.54453, "top5_acc": 0.82773, "loss_cls": 1.6811, "loss": 1.6811, "grad_norm": 5.6661, "time": 2.04683}
{"mode": "train", "epoch": 37, "iter": 240, "lr": 0.002, "memory": 10966, "data_time": 0.0699, "top1_acc": 0.53164, "top5_acc": 0.82109, "loss_cls": 1.75351, "loss": 1.75351, "grad_norm": 5.8019, "time": 2.23437}
{"mode": "train", "epoch": 37, "iter": 260, "lr": 0.002, "memory": 10966, "data_time": 0.18168, "top1_acc": 0.55, "top5_acc": 0.82305, "loss_cls": 1.66053, "loss": 1.66053, "grad_norm": 5.56658, "time": 1.83909}
{"mode": "train", "epoch": 37, "iter": 280, "lr": 0.002, "memory": 10966, "data_time": 0.011, "top1_acc": 0.53672, "top5_acc": 0.80117, "loss_cls": 1.73672, "loss": 1.73672, "grad_norm": 5.86561, "time": 2.22065}
{"mode": "train", "epoch": 37, "iter": 300, "lr": 0.002, "memory": 10966, "data_time": 0.00672, "top1_acc": 0.5375, "top5_acc": 0.81914, "loss_cls": 1.67309, "loss": 1.67309, "grad_norm": 5.74749, "time": 2.07535}
{"mode": "train", "epoch": 37, "iter": 320, "lr": 0.002, "memory": 10966, "data_time": 0.02758, "top1_acc": 0.54258, "top5_acc": 0.82539, "loss_cls": 1.68254, "loss": 1.68254, "grad_norm": 5.7862, "time": 1.9361}
{"mode": "train", "epoch": 37, "iter": 340, "lr": 0.002, "memory": 10966, "data_time": 0.03222, "top1_acc": 0.52695, "top5_acc": 0.80938, "loss_cls": 1.75798, "loss": 1.75798, "grad_norm": 5.84639, "time": 2.10003}
{"mode": "train", "epoch": 37, "iter": 360, "lr": 0.002, "memory": 10966, "data_time": 0.01078, "top1_acc": 0.55977, "top5_acc": 0.82461, "loss_cls": 1.65889, "loss": 1.65889, "grad_norm": 5.73822, "time": 2.1446}
{"mode": "train", "epoch": 37, "iter": 380, "lr": 0.002, "memory": 10966, "data_time": 0.00438, "top1_acc": 0.54102, "top5_acc": 0.81484, "loss_cls": 1.68974, "loss": 1.68974, "grad_norm": 5.6968, "time": 1.93565}
{"mode": "train", "epoch": 37, "iter": 400, "lr": 0.002, "memory": 10966, "data_time": 0.06309, "top1_acc": 0.56094, "top5_acc": 0.81641, "loss_cls": 1.67904, "loss": 1.67904, "grad_norm": 5.72713, "time": 2.19028}
{"mode": "train", "epoch": 37, "iter": 420, "lr": 0.002, "memory": 10966, "data_time": 0.21963, "top1_acc": 0.52891, "top5_acc": 0.80586, "loss_cls": 1.75011, "loss": 1.75011, "grad_norm": 5.91098, "time": 1.95263}
{"mode": "train", "epoch": 37, "iter": 440, "lr": 0.002, "memory": 10966, "data_time": 0.0065, "top1_acc": 0.53047, "top5_acc": 0.8168, "loss_cls": 1.72908, "loss": 1.72908, "grad_norm": 5.95265, "time": 2.03426}
{"mode": "train", "epoch": 37, "iter": 460, "lr": 0.002, "memory": 10966, "data_time": 0.00393, "top1_acc": 0.54141, "top5_acc": 0.81367, "loss_cls": 1.68372, "loss": 1.68372, "grad_norm": 5.7617, "time": 2.12614}
{"mode": "train", "epoch": 37, "iter": 480, "lr": 0.002, "memory": 10966, "data_time": 0.00582, "top1_acc": 0.53047, "top5_acc": 0.8207, "loss_cls": 1.70877, "loss": 1.70877, "grad_norm": 5.71863, "time": 2.09076}
{"mode": "train", "epoch": 37, "iter": 500, "lr": 0.002, "memory": 10966, "data_time": 0.14956, "top1_acc": 0.54219, "top5_acc": 0.80664, "loss_cls": 1.74411, "loss": 1.74411, "grad_norm": 5.89789, "time": 2.02945}
{"mode": "train", "epoch": 37, "iter": 520, "lr": 0.002, "memory": 10966, "data_time": 0.00369, "top1_acc": 0.52969, "top5_acc": 0.8125, "loss_cls": 1.70748, "loss": 1.70748, "grad_norm": 5.69102, "time": 2.07127}
{"mode": "train", "epoch": 37, "iter": 540, "lr": 0.002, "memory": 10966, "data_time": 0.18578, "top1_acc": 0.54531, "top5_acc": 0.80977, "loss_cls": 1.7212, "loss": 1.7212, "grad_norm": 5.7423, "time": 2.05327}
{"mode": "train", "epoch": 37, "iter": 560, "lr": 0.002, "memory": 10966, "data_time": 0.00312, "top1_acc": 0.5418, "top5_acc": 0.80156, "loss_cls": 1.73597, "loss": 1.73597, "grad_norm": 5.84718, "time": 2.09186}
{"mode": "train", "epoch": 37, "iter": 580, "lr": 0.002, "memory": 10966, "data_time": 1.06449, "top1_acc": 0.53867, "top5_acc": 0.80742, "loss_cls": 1.74428, "loss": 1.74428, "grad_norm": 5.7002, "time": 2.04183}
{"mode": "train", "epoch": 37, "iter": 600, "lr": 0.002, "memory": 10966, "data_time": 0.05767, "top1_acc": 0.55352, "top5_acc": 0.82305, "loss_cls": 1.65724, "loss": 1.65724, "grad_norm": 5.79466, "time": 2.01328}
{"mode": "train", "epoch": 37, "iter": 620, "lr": 0.002, "memory": 10966, "data_time": 0.11443, "top1_acc": 0.54727, "top5_acc": 0.81992, "loss_cls": 1.68317, "loss": 1.68317, "grad_norm": 5.87001, "time": 2.07969}
{"mode": "train", "epoch": 37, "iter": 640, "lr": 0.002, "memory": 10966, "data_time": 0.521, "top1_acc": 0.54336, "top5_acc": 0.81992, "loss_cls": 1.70163, "loss": 1.70163, "grad_norm": 5.83349, "time": 2.12289}
{"mode": "train", "epoch": 37, "iter": 660, "lr": 0.002, "memory": 10966, "data_time": 0.00925, "top1_acc": 0.54023, "top5_acc": 0.80859, "loss_cls": 1.74258, "loss": 1.74258, "grad_norm": 5.89503, "time": 2.13359}
{"mode": "train", "epoch": 37, "iter": 680, "lr": 0.002, "memory": 10966, "data_time": 0.00417, "top1_acc": 0.52852, "top5_acc": 0.81211, "loss_cls": 1.71604, "loss": 1.71604, "grad_norm": 5.78934, "time": 1.99525}
{"mode": "train", "epoch": 37, "iter": 700, "lr": 0.002, "memory": 10966, "data_time": 0.28165, "top1_acc": 0.52344, "top5_acc": 0.80938, "loss_cls": 1.75352, "loss": 1.75352, "grad_norm": 5.86227, "time": 2.02098}
{"mode": "train", "epoch": 37, "iter": 720, "lr": 0.002, "memory": 10966, "data_time": 0.93588, "top1_acc": 0.53789, "top5_acc": 0.80977, "loss_cls": 1.73834, "loss": 1.73834, "grad_norm": 5.8207, "time": 2.10992}
{"mode": "train", "epoch": 37, "iter": 740, "lr": 0.002, "memory": 10966, "data_time": 0.17558, "top1_acc": 0.54688, "top5_acc": 0.82812, "loss_cls": 1.65518, "loss": 1.65518, "grad_norm": 5.80406, "time": 2.01053}
{"mode": "train", "epoch": 37, "iter": 760, "lr": 0.002, "memory": 10966, "data_time": 1.2457, "top1_acc": 0.54258, "top5_acc": 0.81953, "loss_cls": 1.66778, "loss": 1.66778, "grad_norm": 5.65211, "time": 2.0424}
{"mode": "train", "epoch": 37, "iter": 780, "lr": 0.002, "memory": 10966, "data_time": 0.16132, "top1_acc": 0.52656, "top5_acc": 0.81445, "loss_cls": 1.75074, "loss": 1.75074, "grad_norm": 5.91365, "time": 2.08709}
{"mode": "train", "epoch": 37, "iter": 800, "lr": 0.002, "memory": 10966, "data_time": 0.58189, "top1_acc": 0.53672, "top5_acc": 0.80234, "loss_cls": 1.7477, "loss": 1.7477, "grad_norm": 5.90047, "time": 2.04289}
{"mode": "train", "epoch": 37, "iter": 820, "lr": 0.002, "memory": 10966, "data_time": 1.03004, "top1_acc": 0.54023, "top5_acc": 0.81523, "loss_cls": 1.74086, "loss": 1.74086, "grad_norm": 5.98314, "time": 2.14994}
{"mode": "train", "epoch": 37, "iter": 840, "lr": 0.002, "memory": 10966, "data_time": 0.58895, "top1_acc": 0.5418, "top5_acc": 0.81914, "loss_cls": 1.68682, "loss": 1.68682, "grad_norm": 5.89036, "time": 2.00404}
{"mode": "train", "epoch": 37, "iter": 860, "lr": 0.002, "memory": 10966, "data_time": 0.25243, "top1_acc": 0.53398, "top5_acc": 0.81094, "loss_cls": 1.75037, "loss": 1.75037, "grad_norm": 5.89465, "time": 2.0087}
{"mode": "train", "epoch": 37, "iter": 880, "lr": 0.002, "memory": 10966, "data_time": 0.00313, "top1_acc": 0.5457, "top5_acc": 0.81992, "loss_cls": 1.69131, "loss": 1.69131, "grad_norm": 5.70265, "time": 2.01797}
{"mode": "train", "epoch": 37, "iter": 900, "lr": 0.002, "memory": 10966, "data_time": 0.11714, "top1_acc": 0.53086, "top5_acc": 0.81953, "loss_cls": 1.71982, "loss": 1.71982, "grad_norm": 5.91176, "time": 2.1817}
{"mode": "train", "epoch": 37, "iter": 920, "lr": 0.002, "memory": 10966, "data_time": 0.00253, "top1_acc": 0.52578, "top5_acc": 0.80625, "loss_cls": 1.76248, "loss": 1.76248, "grad_norm": 5.90674, "time": 2.06575}
{"mode": "train", "epoch": 37, "iter": 940, "lr": 0.002, "memory": 10966, "data_time": 0.445, "top1_acc": 0.54258, "top5_acc": 0.80742, "loss_cls": 1.72815, "loss": 1.72815, "grad_norm": 5.76294, "time": 2.04316}
{"mode": "train", "epoch": 37, "iter": 960, "lr": 0.002, "memory": 10966, "data_time": 0.40878, "top1_acc": 0.53281, "top5_acc": 0.81094, "loss_cls": 1.73002, "loss": 1.73002, "grad_norm": 5.94995, "time": 2.00025}
{"mode": "train", "epoch": 37, "iter": 980, "lr": 0.002, "memory": 10966, "data_time": 1.29008, "top1_acc": 0.54727, "top5_acc": 0.82031, "loss_cls": 1.72453, "loss": 1.72453, "grad_norm": 5.89826, "time": 2.06863}
{"mode": "train", "epoch": 37, "iter": 1000, "lr": 0.002, "memory": 10966, "data_time": 1.32097, "top1_acc": 0.53164, "top5_acc": 0.82539, "loss_cls": 1.70959, "loss": 1.70959, "grad_norm": 5.85863, "time": 2.06553}
{"mode": "train", "epoch": 37, "iter": 1020, "lr": 0.002, "memory": 10966, "data_time": 0.15176, "top1_acc": 0.52852, "top5_acc": 0.80312, "loss_cls": 1.76344, "loss": 1.76344, "grad_norm": 6.02983, "time": 2.16548}
{"mode": "train", "epoch": 37, "iter": 1040, "lr": 0.002, "memory": 10966, "data_time": 0.12389, "top1_acc": 0.54531, "top5_acc": 0.81953, "loss_cls": 1.69079, "loss": 1.69079, "grad_norm": 5.8058, "time": 1.87062}
{"mode": "train", "epoch": 37, "iter": 1060, "lr": 0.002, "memory": 10966, "data_time": 0.83151, "top1_acc": 0.53984, "top5_acc": 0.81484, "loss_cls": 1.7184, "loss": 1.7184, "grad_norm": 5.88617, "time": 1.97449}
{"mode": "train", "epoch": 37, "iter": 1080, "lr": 0.002, "memory": 10966, "data_time": 0.87768, "top1_acc": 0.52422, "top5_acc": 0.80156, "loss_cls": 1.75294, "loss": 1.75294, "grad_norm": 5.99929, "time": 2.13412}
{"mode": "train", "epoch": 37, "iter": 1100, "lr": 0.002, "memory": 10966, "data_time": 0.50408, "top1_acc": 0.53984, "top5_acc": 0.81719, "loss_cls": 1.71055, "loss": 1.71055, "grad_norm": 5.89816, "time": 1.96765}
{"mode": "train", "epoch": 37, "iter": 1120, "lr": 0.002, "memory": 10966, "data_time": 0.00185, "top1_acc": 0.53555, "top5_acc": 0.81055, "loss_cls": 1.73551, "loss": 1.73551, "grad_norm": 5.87092, "time": 2.24686}
{"mode": "train", "epoch": 37, "iter": 1140, "lr": 0.002, "memory": 10966, "data_time": 0.11937, "top1_acc": 0.53203, "top5_acc": 0.82305, "loss_cls": 1.69096, "loss": 1.69096, "grad_norm": 5.85747, "time": 2.0644}
{"mode": "train", "epoch": 37, "iter": 1160, "lr": 0.002, "memory": 10966, "data_time": 0.03551, "top1_acc": 0.5457, "top5_acc": 0.80938, "loss_cls": 1.68491, "loss": 1.68491, "grad_norm": 5.70199, "time": 2.06727}
{"mode": "train", "epoch": 37, "iter": 1180, "lr": 0.002, "memory": 10966, "data_time": 0.32769, "top1_acc": 0.52148, "top5_acc": 0.81562, "loss_cls": 1.70565, "loss": 1.70565, "grad_norm": 5.7626, "time": 2.06663}
{"mode": "train", "epoch": 37, "iter": 1200, "lr": 0.002, "memory": 10966, "data_time": 1.14337, "top1_acc": 0.53906, "top5_acc": 0.8168, "loss_cls": 1.67777, "loss": 1.67777, "grad_norm": 5.83969, "time": 2.02956}
{"mode": "train", "epoch": 37, "iter": 1220, "lr": 0.002, "memory": 10966, "data_time": 0.93292, "top1_acc": 0.54258, "top5_acc": 0.81094, "loss_cls": 1.72054, "loss": 1.72054, "grad_norm": 5.99866, "time": 2.18306}
{"mode": "train", "epoch": 37, "iter": 1240, "lr": 0.002, "memory": 10966, "data_time": 1.30106, "top1_acc": 0.53672, "top5_acc": 0.82188, "loss_cls": 1.688, "loss": 1.688, "grad_norm": 6.02855, "time": 1.89894}
{"mode": "train", "epoch": 37, "iter": 1260, "lr": 0.002, "memory": 10966, "data_time": 1.01724, "top1_acc": 0.52461, "top5_acc": 0.80703, "loss_cls": 1.71668, "loss": 1.71668, "grad_norm": 5.7319, "time": 2.05852}
{"mode": "train", "epoch": 37, "iter": 1280, "lr": 0.002, "memory": 10966, "data_time": 1.234, "top1_acc": 0.54727, "top5_acc": 0.81562, "loss_cls": 1.68499, "loss": 1.68499, "grad_norm": 5.78615, "time": 2.13237}
{"mode": "train", "epoch": 37, "iter": 1300, "lr": 0.002, "memory": 10966, "data_time": 0.75741, "top1_acc": 0.5375, "top5_acc": 0.82148, "loss_cls": 1.71021, "loss": 1.71021, "grad_norm": 5.76194, "time": 2.02284}
{"mode": "train", "epoch": 37, "iter": 1320, "lr": 0.002, "memory": 10966, "data_time": 1.32655, "top1_acc": 0.53532, "top5_acc": 0.80913, "loss_cls": 1.73623, "loss": 1.73623, "grad_norm": 5.99556, "time": 1.88288}
{"mode": "val", "epoch": 37, "iter": 1320, "lr": 0.002, "top1_acc": 0.31319, "top5_acc": 0.61501, "mean_class_accuracy": 0.2525}
{"mode": "train", "epoch": 38, "iter": 20, "lr": 0.002, "memory": 10966, "data_time": 5.32235, "top1_acc": 0.54727, "top5_acc": 0.81484, "loss_cls": 1.68654, "loss": 1.68654, "grad_norm": 5.70173, "time": 6.83257}
{"mode": "train", "epoch": 38, "iter": 40, "lr": 0.002, "memory": 10966, "data_time": 0.47804, "top1_acc": 0.54688, "top5_acc": 0.82031, "loss_cls": 1.67599, "loss": 1.67599, "grad_norm": 5.71176, "time": 2.00194}
{"mode": "train", "epoch": 38, "iter": 60, "lr": 0.002, "memory": 10966, "data_time": 1.39078, "top1_acc": 0.55547, "top5_acc": 0.82656, "loss_cls": 1.64361, "loss": 1.64361, "grad_norm": 5.76283, "time": 2.05735}
{"mode": "train", "epoch": 38, "iter": 80, "lr": 0.002, "memory": 10966, "data_time": 1.16773, "top1_acc": 0.55508, "top5_acc": 0.82891, "loss_cls": 1.6596, "loss": 1.6596, "grad_norm": 5.74254, "time": 2.09916}
{"mode": "train", "epoch": 38, "iter": 100, "lr": 0.002, "memory": 10966, "data_time": 1.55029, "top1_acc": 0.54688, "top5_acc": 0.82734, "loss_cls": 1.68875, "loss": 1.68875, "grad_norm": 5.95794, "time": 2.10292}
{"mode": "train", "epoch": 38, "iter": 120, "lr": 0.002, "memory": 10966, "data_time": 1.51305, "top1_acc": 0.56094, "top5_acc": 0.82266, "loss_cls": 1.66234, "loss": 1.66234, "grad_norm": 5.85595, "time": 2.08708}
{"mode": "train", "epoch": 38, "iter": 140, "lr": 0.002, "memory": 10966, "data_time": 0.62063, "top1_acc": 0.56094, "top5_acc": 0.82891, "loss_cls": 1.64248, "loss": 1.64248, "grad_norm": 5.73695, "time": 1.99124}
{"mode": "train", "epoch": 38, "iter": 160, "lr": 0.002, "memory": 10966, "data_time": 0.89393, "top1_acc": 0.53164, "top5_acc": 0.82656, "loss_cls": 1.69772, "loss": 1.69772, "grad_norm": 5.91329, "time": 2.03449}
{"mode": "train", "epoch": 38, "iter": 180, "lr": 0.002, "memory": 10966, "data_time": 0.31533, "top1_acc": 0.54023, "top5_acc": 0.80742, "loss_cls": 1.74538, "loss": 1.74538, "grad_norm": 6.0043, "time": 2.08941}
{"mode": "train", "epoch": 38, "iter": 200, "lr": 0.002, "memory": 10966, "data_time": 0.04772, "top1_acc": 0.54883, "top5_acc": 0.8082, "loss_cls": 1.72329, "loss": 1.72329, "grad_norm": 5.99144, "time": 2.19566}
{"mode": "train", "epoch": 38, "iter": 220, "lr": 0.002, "memory": 10966, "data_time": 0.00321, "top1_acc": 0.55273, "top5_acc": 0.82148, "loss_cls": 1.67179, "loss": 1.67179, "grad_norm": 5.88992, "time": 1.95845}
{"mode": "train", "epoch": 38, "iter": 240, "lr": 0.002, "memory": 10966, "data_time": 0.00604, "top1_acc": 0.56484, "top5_acc": 0.83711, "loss_cls": 1.58266, "loss": 1.58266, "grad_norm": 5.70237, "time": 2.14652}
{"mode": "train", "epoch": 38, "iter": 260, "lr": 0.002, "memory": 10966, "data_time": 0.06067, "top1_acc": 0.5418, "top5_acc": 0.82148, "loss_cls": 1.70037, "loss": 1.70037, "grad_norm": 6.0092, "time": 1.93351}
{"mode": "train", "epoch": 38, "iter": 280, "lr": 0.002, "memory": 10966, "data_time": 0.07369, "top1_acc": 0.54961, "top5_acc": 0.81641, "loss_cls": 1.70525, "loss": 1.70525, "grad_norm": 6.00685, "time": 2.20167}
{"mode": "train", "epoch": 38, "iter": 300, "lr": 0.002, "memory": 10966, "data_time": 0.12497, "top1_acc": 0.54766, "top5_acc": 0.8082, "loss_cls": 1.69631, "loss": 1.69631, "grad_norm": 5.8015, "time": 1.98258}
{"mode": "train", "epoch": 38, "iter": 320, "lr": 0.002, "memory": 10966, "data_time": 0.28704, "top1_acc": 0.54336, "top5_acc": 0.81094, "loss_cls": 1.68507, "loss": 1.68507, "grad_norm": 5.77155, "time": 2.13985}
{"mode": "train", "epoch": 38, "iter": 340, "lr": 0.002, "memory": 10966, "data_time": 0.18567, "top1_acc": 0.5168, "top5_acc": 0.80977, "loss_cls": 1.73484, "loss": 1.73484, "grad_norm": 5.89275, "time": 2.08058}
{"mode": "train", "epoch": 38, "iter": 360, "lr": 0.002, "memory": 10966, "data_time": 0.07111, "top1_acc": 0.53906, "top5_acc": 0.82148, "loss_cls": 1.69575, "loss": 1.69575, "grad_norm": 5.81719, "time": 2.00969}
{"mode": "train", "epoch": 38, "iter": 380, "lr": 0.002, "memory": 10966, "data_time": 0.20926, "top1_acc": 0.55781, "top5_acc": 0.82461, "loss_cls": 1.65899, "loss": 1.65899, "grad_norm": 5.87432, "time": 2.04104}
{"mode": "train", "epoch": 38, "iter": 400, "lr": 0.002, "memory": 10966, "data_time": 0.31035, "top1_acc": 0.55078, "top5_acc": 0.8168, "loss_cls": 1.65969, "loss": 1.65969, "grad_norm": 5.86594, "time": 2.1014}
{"mode": "train", "epoch": 38, "iter": 420, "lr": 0.002, "memory": 10966, "data_time": 0.74918, "top1_acc": 0.55117, "top5_acc": 0.82695, "loss_cls": 1.65999, "loss": 1.65999, "grad_norm": 5.82452, "time": 1.97891}
{"mode": "train", "epoch": 38, "iter": 440, "lr": 0.002, "memory": 10966, "data_time": 0.86915, "top1_acc": 0.54023, "top5_acc": 0.8168, "loss_cls": 1.73619, "loss": 1.73619, "grad_norm": 5.97027, "time": 2.06108}
{"mode": "train", "epoch": 38, "iter": 460, "lr": 0.002, "memory": 10966, "data_time": 1.31819, "top1_acc": 0.53008, "top5_acc": 0.81914, "loss_cls": 1.714, "loss": 1.714, "grad_norm": 5.93534, "time": 1.91489}
{"mode": "train", "epoch": 38, "iter": 480, "lr": 0.002, "memory": 10966, "data_time": 1.47326, "top1_acc": 0.55, "top5_acc": 0.82227, "loss_cls": 1.67531, "loss": 1.67531, "grad_norm": 5.88859, "time": 2.07214}
{"mode": "train", "epoch": 38, "iter": 500, "lr": 0.002, "memory": 10966, "data_time": 1.00984, "top1_acc": 0.53906, "top5_acc": 0.81445, "loss_cls": 1.7087, "loss": 1.7087, "grad_norm": 6.0175, "time": 2.05498}
{"mode": "train", "epoch": 38, "iter": 520, "lr": 0.002, "memory": 10966, "data_time": 0.45993, "top1_acc": 0.53789, "top5_acc": 0.8125, "loss_cls": 1.72678, "loss": 1.72678, "grad_norm": 5.96683, "time": 2.11655}
{"mode": "train", "epoch": 38, "iter": 540, "lr": 0.002, "memory": 10966, "data_time": 0.40061, "top1_acc": 0.54531, "top5_acc": 0.82461, "loss_cls": 1.65112, "loss": 1.65112, "grad_norm": 5.82528, "time": 1.99961}
{"mode": "train", "epoch": 38, "iter": 560, "lr": 0.002, "memory": 10966, "data_time": 0.0136, "top1_acc": 0.54453, "top5_acc": 0.81836, "loss_cls": 1.66594, "loss": 1.66594, "grad_norm": 5.83525, "time": 2.02719}
{"mode": "train", "epoch": 38, "iter": 580, "lr": 0.002, "memory": 10966, "data_time": 1.79289, "top1_acc": 0.54453, "top5_acc": 0.82109, "loss_cls": 1.68253, "loss": 1.68253, "grad_norm": 5.81545, "time": 2.52333}
{"mode": "train", "epoch": 38, "iter": 600, "lr": 0.002, "memory": 10966, "data_time": 0.91464, "top1_acc": 0.55156, "top5_acc": 0.83203, "loss_cls": 1.6383, "loss": 1.6383, "grad_norm": 5.80131, "time": 2.07255}
{"mode": "train", "epoch": 38, "iter": 620, "lr": 0.002, "memory": 10966, "data_time": 0.97857, "top1_acc": 0.53477, "top5_acc": 0.81289, "loss_cls": 1.72609, "loss": 1.72609, "grad_norm": 6.01442, "time": 2.05235}
{"mode": "train", "epoch": 38, "iter": 640, "lr": 0.002, "memory": 10966, "data_time": 0.59853, "top1_acc": 0.52969, "top5_acc": 0.81719, "loss_cls": 1.7087, "loss": 1.7087, "grad_norm": 5.96145, "time": 2.08286}
{"mode": "train", "epoch": 38, "iter": 660, "lr": 0.002, "memory": 10966, "data_time": 0.26959, "top1_acc": 0.52148, "top5_acc": 0.81289, "loss_cls": 1.76211, "loss": 1.76211, "grad_norm": 6.07462, "time": 1.97946}
{"mode": "train", "epoch": 38, "iter": 680, "lr": 0.002, "memory": 10966, "data_time": 0.19705, "top1_acc": 0.53477, "top5_acc": 0.82031, "loss_cls": 1.70326, "loss": 1.70326, "grad_norm": 5.98597, "time": 2.00101}
{"mode": "train", "epoch": 38, "iter": 700, "lr": 0.002, "memory": 10966, "data_time": 0.14329, "top1_acc": 0.53633, "top5_acc": 0.81445, "loss_cls": 1.7303, "loss": 1.7303, "grad_norm": 5.9735, "time": 2.10251}
{"mode": "train", "epoch": 38, "iter": 720, "lr": 0.002, "memory": 10966, "data_time": 0.19151, "top1_acc": 0.53945, "top5_acc": 0.81094, "loss_cls": 1.7141, "loss": 1.7141, "grad_norm": 6.01758, "time": 2.01829}
{"mode": "train", "epoch": 38, "iter": 740, "lr": 0.002, "memory": 10966, "data_time": 0.00635, "top1_acc": 0.54961, "top5_acc": 0.83164, "loss_cls": 1.64024, "loss": 1.64024, "grad_norm": 5.85064, "time": 2.13108}
{"mode": "train", "epoch": 38, "iter": 760, "lr": 0.002, "memory": 10966, "data_time": 0.13638, "top1_acc": 0.54844, "top5_acc": 0.81445, "loss_cls": 1.67509, "loss": 1.67509, "grad_norm": 5.87134, "time": 2.003}
{"mode": "train", "epoch": 38, "iter": 780, "lr": 0.002, "memory": 10966, "data_time": 0.08953, "top1_acc": 0.55039, "top5_acc": 0.82617, "loss_cls": 1.67647, "loss": 1.67647, "grad_norm": 5.86775, "time": 2.00431}
{"mode": "train", "epoch": 38, "iter": 800, "lr": 0.002, "memory": 10966, "data_time": 0.27489, "top1_acc": 0.52383, "top5_acc": 0.81133, "loss_cls": 1.74475, "loss": 1.74475, "grad_norm": 6.06271, "time": 2.10627}
{"mode": "train", "epoch": 38, "iter": 820, "lr": 0.002, "memory": 10966, "data_time": 0.51524, "top1_acc": 0.54375, "top5_acc": 0.81875, "loss_cls": 1.68216, "loss": 1.68216, "grad_norm": 5.87483, "time": 2.1011}
{"mode": "train", "epoch": 38, "iter": 840, "lr": 0.002, "memory": 10966, "data_time": 1.28155, "top1_acc": 0.53867, "top5_acc": 0.82383, "loss_cls": 1.67794, "loss": 1.67794, "grad_norm": 5.86243, "time": 1.96074}
{"mode": "train", "epoch": 38, "iter": 860, "lr": 0.002, "memory": 10966, "data_time": 1.2358, "top1_acc": 0.53672, "top5_acc": 0.81406, "loss_cls": 1.71543, "loss": 1.71543, "grad_norm": 6.00348, "time": 2.12687}
{"mode": "train", "epoch": 38, "iter": 880, "lr": 0.002, "memory": 10966, "data_time": 1.20484, "top1_acc": 0.56367, "top5_acc": 0.82773, "loss_cls": 1.62242, "loss": 1.62242, "grad_norm": 5.86597, "time": 1.97043}
{"mode": "train", "epoch": 38, "iter": 900, "lr": 0.002, "memory": 10966, "data_time": 1.40568, "top1_acc": 0.54648, "top5_acc": 0.81172, "loss_cls": 1.72826, "loss": 1.72826, "grad_norm": 6.10479, "time": 2.10109}
{"mode": "train", "epoch": 38, "iter": 920, "lr": 0.002, "memory": 10966, "data_time": 0.30807, "top1_acc": 0.53594, "top5_acc": 0.83047, "loss_cls": 1.66812, "loss": 1.66812, "grad_norm": 5.94927, "time": 1.97703}
{"mode": "train", "epoch": 38, "iter": 940, "lr": 0.002, "memory": 10966, "data_time": 0.99795, "top1_acc": 0.54648, "top5_acc": 0.81328, "loss_cls": 1.69863, "loss": 1.69863, "grad_norm": 6.07076, "time": 2.22489}
{"mode": "train", "epoch": 38, "iter": 960, "lr": 0.002, "memory": 10966, "data_time": 1.46715, "top1_acc": 0.52578, "top5_acc": 0.81562, "loss_cls": 1.73944, "loss": 1.73944, "grad_norm": 6.0897, "time": 2.02502}
{"mode": "train", "epoch": 38, "iter": 980, "lr": 0.002, "memory": 10966, "data_time": 0.91432, "top1_acc": 0.54922, "top5_acc": 0.8168, "loss_cls": 1.66795, "loss": 1.66795, "grad_norm": 5.80461, "time": 1.91326}
{"mode": "train", "epoch": 38, "iter": 1000, "lr": 0.002, "memory": 10966, "data_time": 0.08205, "top1_acc": 0.55117, "top5_acc": 0.83203, "loss_cls": 1.63765, "loss": 1.63765, "grad_norm": 5.85808, "time": 2.13077}
{"mode": "train", "epoch": 38, "iter": 1020, "lr": 0.002, "memory": 10966, "data_time": 0.13954, "top1_acc": 0.55039, "top5_acc": 0.82812, "loss_cls": 1.64178, "loss": 1.64178, "grad_norm": 5.89047, "time": 2.01753}
{"mode": "train", "epoch": 38, "iter": 1040, "lr": 0.002, "memory": 10966, "data_time": 0.31276, "top1_acc": 0.52422, "top5_acc": 0.80039, "loss_cls": 1.76504, "loss": 1.76504, "grad_norm": 6.02299, "time": 2.10835}
{"mode": "train", "epoch": 38, "iter": 1060, "lr": 0.002, "memory": 10966, "data_time": 0.91422, "top1_acc": 0.5293, "top5_acc": 0.81406, "loss_cls": 1.7283, "loss": 1.7283, "grad_norm": 5.99805, "time": 2.11054}
{"mode": "train", "epoch": 38, "iter": 1080, "lr": 0.002, "memory": 10966, "data_time": 0.517, "top1_acc": 0.53789, "top5_acc": 0.81602, "loss_cls": 1.71553, "loss": 1.71553, "grad_norm": 5.97355, "time": 2.19635}
{"mode": "train", "epoch": 38, "iter": 1100, "lr": 0.002, "memory": 10966, "data_time": 1.36621, "top1_acc": 0.53164, "top5_acc": 0.80781, "loss_cls": 1.7467, "loss": 1.7467, "grad_norm": 6.03734, "time": 1.97454}
{"mode": "train", "epoch": 38, "iter": 1120, "lr": 0.002, "memory": 10966, "data_time": 1.41643, "top1_acc": 0.54102, "top5_acc": 0.80859, "loss_cls": 1.72552, "loss": 1.72552, "grad_norm": 6.12811, "time": 2.071}
{"mode": "train", "epoch": 38, "iter": 1140, "lr": 0.002, "memory": 10966, "data_time": 1.54301, "top1_acc": 0.54102, "top5_acc": 0.82773, "loss_cls": 1.65589, "loss": 1.65589, "grad_norm": 6.03312, "time": 2.13641}
{"mode": "train", "epoch": 38, "iter": 1160, "lr": 0.002, "memory": 10966, "data_time": 1.30267, "top1_acc": 0.54102, "top5_acc": 0.82461, "loss_cls": 1.68483, "loss": 1.68483, "grad_norm": 5.97598, "time": 2.09246}
{"mode": "train", "epoch": 38, "iter": 1180, "lr": 0.002, "memory": 10966, "data_time": 1.23914, "top1_acc": 0.54414, "top5_acc": 0.80977, "loss_cls": 1.72559, "loss": 1.72559, "grad_norm": 6.07007, "time": 2.19415}
{"mode": "train", "epoch": 38, "iter": 1200, "lr": 0.002, "memory": 10966, "data_time": 1.35113, "top1_acc": 0.54102, "top5_acc": 0.82188, "loss_cls": 1.67264, "loss": 1.67264, "grad_norm": 5.92256, "time": 1.96177}
{"mode": "train", "epoch": 38, "iter": 1220, "lr": 0.002, "memory": 10966, "data_time": 0.92688, "top1_acc": 0.55508, "top5_acc": 0.81562, "loss_cls": 1.67707, "loss": 1.67707, "grad_norm": 5.91212, "time": 2.16405}
{"mode": "train", "epoch": 38, "iter": 1240, "lr": 0.002, "memory": 10966, "data_time": 1.05813, "top1_acc": 0.55078, "top5_acc": 0.82031, "loss_cls": 1.69751, "loss": 1.69751, "grad_norm": 5.88084, "time": 2.04951}
{"mode": "train", "epoch": 38, "iter": 1260, "lr": 0.002, "memory": 10966, "data_time": 1.01061, "top1_acc": 0.55508, "top5_acc": 0.83438, "loss_cls": 1.62478, "loss": 1.62478, "grad_norm": 5.69385, "time": 2.06101}
{"mode": "train", "epoch": 38, "iter": 1280, "lr": 0.002, "memory": 10966, "data_time": 1.22124, "top1_acc": 0.55703, "top5_acc": 0.83164, "loss_cls": 1.63881, "loss": 1.63881, "grad_norm": 5.99012, "time": 2.00064}
{"mode": "train", "epoch": 38, "iter": 1300, "lr": 0.002, "memory": 10966, "data_time": 1.0709, "top1_acc": 0.54297, "top5_acc": 0.80938, "loss_cls": 1.73404, "loss": 1.73404, "grad_norm": 6.06726, "time": 2.08205}
{"mode": "train", "epoch": 38, "iter": 1320, "lr": 0.002, "memory": 10966, "data_time": 0.25409, "top1_acc": 0.53452, "top5_acc": 0.81071, "loss_cls": 1.71518, "loss": 1.71518, "grad_norm": 5.96277, "time": 1.92734}
{"mode": "val", "epoch": 38, "iter": 1320, "lr": 0.002, "top1_acc": 0.31469, "top5_acc": 0.61073, "mean_class_accuracy": 0.24951}
{"mode": "train", "epoch": 39, "iter": 20, "lr": 0.002, "memory": 10966, "data_time": 4.70441, "top1_acc": 0.54609, "top5_acc": 0.82109, "loss_cls": 1.67271, "loss": 1.67271, "grad_norm": 5.81373, "time": 6.4265}
{"mode": "train", "epoch": 39, "iter": 40, "lr": 0.002, "memory": 10966, "data_time": 0.61839, "top1_acc": 0.56289, "top5_acc": 0.82305, "loss_cls": 1.64056, "loss": 1.64056, "grad_norm": 5.86295, "time": 2.16075}
{"mode": "train", "epoch": 39, "iter": 60, "lr": 0.002, "memory": 10966, "data_time": 0.0725, "top1_acc": 0.56094, "top5_acc": 0.82109, "loss_cls": 1.64548, "loss": 1.64548, "grad_norm": 5.75323, "time": 2.06314}
{"mode": "train", "epoch": 39, "iter": 80, "lr": 0.002, "memory": 10966, "data_time": 0.05445, "top1_acc": 0.54414, "top5_acc": 0.83477, "loss_cls": 1.64681, "loss": 1.64681, "grad_norm": 5.84532, "time": 2.01831}
{"mode": "train", "epoch": 39, "iter": 100, "lr": 0.002, "memory": 10966, "data_time": 0.02691, "top1_acc": 0.5457, "top5_acc": 0.83672, "loss_cls": 1.62196, "loss": 1.62196, "grad_norm": 5.99765, "time": 2.1435}
{"mode": "train", "epoch": 39, "iter": 120, "lr": 0.002, "memory": 10966, "data_time": 0.00378, "top1_acc": 0.56016, "top5_acc": 0.83594, "loss_cls": 1.62753, "loss": 1.62753, "grad_norm": 5.90412, "time": 1.97442}
{"mode": "train", "epoch": 39, "iter": 140, "lr": 0.002, "memory": 10966, "data_time": 0.20579, "top1_acc": 0.53242, "top5_acc": 0.825, "loss_cls": 1.67266, "loss": 1.67266, "grad_norm": 5.82095, "time": 2.06412}
{"mode": "train", "epoch": 39, "iter": 160, "lr": 0.002, "memory": 10966, "data_time": 0.0423, "top1_acc": 0.56484, "top5_acc": 0.82812, "loss_cls": 1.59488, "loss": 1.59488, "grad_norm": 5.86269, "time": 2.09534}
{"mode": "train", "epoch": 39, "iter": 180, "lr": 0.002, "memory": 10966, "data_time": 0.13795, "top1_acc": 0.55234, "top5_acc": 0.81406, "loss_cls": 1.68957, "loss": 1.68957, "grad_norm": 5.97939, "time": 2.16496}
{"mode": "train", "epoch": 39, "iter": 200, "lr": 0.002, "memory": 10966, "data_time": 0.00214, "top1_acc": 0.55195, "top5_acc": 0.83633, "loss_cls": 1.63045, "loss": 1.63045, "grad_norm": 6.00337, "time": 2.04078}
{"mode": "train", "epoch": 39, "iter": 220, "lr": 0.002, "memory": 10966, "data_time": 0.00662, "top1_acc": 0.55, "top5_acc": 0.82031, "loss_cls": 1.67882, "loss": 1.67882, "grad_norm": 6.09967, "time": 2.10434}
{"mode": "train", "epoch": 39, "iter": 240, "lr": 0.002, "memory": 10966, "data_time": 0.02777, "top1_acc": 0.54297, "top5_acc": 0.82656, "loss_cls": 1.68231, "loss": 1.68231, "grad_norm": 5.9878, "time": 2.12385}
{"mode": "train", "epoch": 39, "iter": 260, "lr": 0.002, "memory": 10966, "data_time": 0.03165, "top1_acc": 0.54023, "top5_acc": 0.81758, "loss_cls": 1.69789, "loss": 1.69789, "grad_norm": 6.1552, "time": 2.03912}
{"mode": "train", "epoch": 39, "iter": 280, "lr": 0.002, "memory": 10966, "data_time": 0.15685, "top1_acc": 0.5582, "top5_acc": 0.83242, "loss_cls": 1.61488, "loss": 1.61488, "grad_norm": 5.91218, "time": 2.24068}
{"mode": "train", "epoch": 39, "iter": 300, "lr": 0.002, "memory": 10966, "data_time": 0.15184, "top1_acc": 0.55898, "top5_acc": 0.83008, "loss_cls": 1.63781, "loss": 1.63781, "grad_norm": 5.81808, "time": 1.85431}
{"mode": "train", "epoch": 39, "iter": 320, "lr": 0.002, "memory": 10966, "data_time": 0.3808, "top1_acc": 0.55508, "top5_acc": 0.8332, "loss_cls": 1.65671, "loss": 1.65671, "grad_norm": 6.12299, "time": 2.04773}
{"mode": "train", "epoch": 39, "iter": 340, "lr": 0.002, "memory": 10966, "data_time": 0.05414, "top1_acc": 0.55391, "top5_acc": 0.81484, "loss_cls": 1.67265, "loss": 1.67265, "grad_norm": 5.98406, "time": 2.0562}
{"mode": "train", "epoch": 39, "iter": 360, "lr": 0.002, "memory": 10966, "data_time": 0.73626, "top1_acc": 0.53906, "top5_acc": 0.81758, "loss_cls": 1.6919, "loss": 1.6919, "grad_norm": 5.97724, "time": 2.01842}
{"mode": "train", "epoch": 39, "iter": 380, "lr": 0.002, "memory": 10966, "data_time": 0.74747, "top1_acc": 0.54414, "top5_acc": 0.81094, "loss_cls": 1.70598, "loss": 1.70598, "grad_norm": 6.1295, "time": 2.10378}
{"mode": "train", "epoch": 39, "iter": 400, "lr": 0.002, "memory": 10966, "data_time": 0.08435, "top1_acc": 0.54414, "top5_acc": 0.81758, "loss_cls": 1.70451, "loss": 1.70451, "grad_norm": 5.96296, "time": 2.00373}
{"mode": "train", "epoch": 39, "iter": 420, "lr": 0.002, "memory": 10966, "data_time": 0.00203, "top1_acc": 0.55547, "top5_acc": 0.81719, "loss_cls": 1.68678, "loss": 1.68678, "grad_norm": 5.98672, "time": 2.01455}
{"mode": "train", "epoch": 39, "iter": 440, "lr": 0.002, "memory": 10966, "data_time": 0.0029, "top1_acc": 0.54297, "top5_acc": 0.81992, "loss_cls": 1.66405, "loss": 1.66405, "grad_norm": 5.98361, "time": 2.05801}
{"mode": "train", "epoch": 39, "iter": 460, "lr": 0.002, "memory": 10966, "data_time": 0.56268, "top1_acc": 0.53359, "top5_acc": 0.80664, "loss_cls": 1.71679, "loss": 1.71679, "grad_norm": 5.97278, "time": 2.04199}
{"mode": "train", "epoch": 39, "iter": 480, "lr": 0.002, "memory": 10966, "data_time": 0.00181, "top1_acc": 0.55937, "top5_acc": 0.81992, "loss_cls": 1.66178, "loss": 1.66178, "grad_norm": 6.0435, "time": 2.07135}
{"mode": "train", "epoch": 39, "iter": 500, "lr": 0.002, "memory": 10966, "data_time": 0.11801, "top1_acc": 0.54961, "top5_acc": 0.80547, "loss_cls": 1.72147, "loss": 1.72147, "grad_norm": 6.07891, "time": 1.90698}
{"mode": "train", "epoch": 39, "iter": 520, "lr": 0.002, "memory": 10966, "data_time": 0.00209, "top1_acc": 0.55937, "top5_acc": 0.83281, "loss_cls": 1.63057, "loss": 1.63057, "grad_norm": 5.88281, "time": 2.0836}
{"mode": "train", "epoch": 39, "iter": 540, "lr": 0.002, "memory": 10966, "data_time": 0.03511, "top1_acc": 0.54453, "top5_acc": 0.8082, "loss_cls": 1.6898, "loss": 1.6898, "grad_norm": 6.01354, "time": 1.99178}
{"mode": "train", "epoch": 39, "iter": 560, "lr": 0.002, "memory": 10966, "data_time": 0.98078, "top1_acc": 0.54258, "top5_acc": 0.81055, "loss_cls": 1.70933, "loss": 1.70933, "grad_norm": 5.99645, "time": 2.1548}
{"mode": "train", "epoch": 39, "iter": 580, "lr": 0.002, "memory": 10966, "data_time": 0.44243, "top1_acc": 0.56055, "top5_acc": 0.83672, "loss_cls": 1.61039, "loss": 1.61039, "grad_norm": 6.02098, "time": 2.13555}
{"mode": "train", "epoch": 39, "iter": 600, "lr": 0.002, "memory": 10966, "data_time": 0.06081, "top1_acc": 0.54297, "top5_acc": 0.82148, "loss_cls": 1.68672, "loss": 1.68672, "grad_norm": 6.13888, "time": 1.92344}
{"mode": "train", "epoch": 39, "iter": 620, "lr": 0.002, "memory": 10966, "data_time": 0.00805, "top1_acc": 0.53008, "top5_acc": 0.81914, "loss_cls": 1.69012, "loss": 1.69012, "grad_norm": 6.19147, "time": 2.17296}
{"mode": "train", "epoch": 39, "iter": 640, "lr": 0.002, "memory": 10966, "data_time": 0.00357, "top1_acc": 0.54844, "top5_acc": 0.81211, "loss_cls": 1.68957, "loss": 1.68957, "grad_norm": 5.93403, "time": 2.03804}
{"mode": "train", "epoch": 39, "iter": 660, "lr": 0.002, "memory": 10966, "data_time": 0.10137, "top1_acc": 0.55312, "top5_acc": 0.82773, "loss_cls": 1.66042, "loss": 1.66042, "grad_norm": 6.06503, "time": 2.00791}
{"mode": "train", "epoch": 39, "iter": 680, "lr": 0.002, "memory": 10966, "data_time": 0.01336, "top1_acc": 0.55664, "top5_acc": 0.81953, "loss_cls": 1.69331, "loss": 1.69331, "grad_norm": 5.94396, "time": 2.0383}
{"mode": "train", "epoch": 39, "iter": 700, "lr": 0.002, "memory": 10966, "data_time": 0.41852, "top1_acc": 0.55117, "top5_acc": 0.81367, "loss_cls": 1.70837, "loss": 1.70837, "grad_norm": 6.18293, "time": 2.07493}
{"mode": "train", "epoch": 39, "iter": 720, "lr": 0.002, "memory": 10966, "data_time": 0.26663, "top1_acc": 0.54336, "top5_acc": 0.81914, "loss_cls": 1.69291, "loss": 1.69291, "grad_norm": 6.26854, "time": 2.11672}
{"mode": "train", "epoch": 39, "iter": 740, "lr": 0.002, "memory": 10966, "data_time": 0.00297, "top1_acc": 0.55273, "top5_acc": 0.82617, "loss_cls": 1.64989, "loss": 1.64989, "grad_norm": 5.97275, "time": 1.90346}
{"mode": "train", "epoch": 39, "iter": 760, "lr": 0.002, "memory": 10966, "data_time": 0.10248, "top1_acc": 0.53633, "top5_acc": 0.82344, "loss_cls": 1.69689, "loss": 1.69689, "grad_norm": 6.16561, "time": 2.04895}
{"mode": "train", "epoch": 39, "iter": 780, "lr": 0.002, "memory": 10966, "data_time": 0.00925, "top1_acc": 0.56016, "top5_acc": 0.8168, "loss_cls": 1.66833, "loss": 1.66833, "grad_norm": 6.0394, "time": 2.02157}
{"mode": "train", "epoch": 39, "iter": 800, "lr": 0.002, "memory": 10966, "data_time": 0.34824, "top1_acc": 0.5543, "top5_acc": 0.82188, "loss_cls": 1.66606, "loss": 1.66606, "grad_norm": 5.98348, "time": 2.12486}
{"mode": "train", "epoch": 39, "iter": 820, "lr": 0.002, "memory": 10966, "data_time": 0.50075, "top1_acc": 0.56328, "top5_acc": 0.82383, "loss_cls": 1.63968, "loss": 1.63968, "grad_norm": 6.11395, "time": 2.05796}
{"mode": "train", "epoch": 39, "iter": 840, "lr": 0.002, "memory": 10966, "data_time": 1.00058, "top1_acc": 0.55, "top5_acc": 0.82031, "loss_cls": 1.66968, "loss": 1.66968, "grad_norm": 6.16876, "time": 2.1137}
{"mode": "train", "epoch": 39, "iter": 860, "lr": 0.002, "memory": 10966, "data_time": 0.26398, "top1_acc": 0.53594, "top5_acc": 0.83086, "loss_cls": 1.6578, "loss": 1.6578, "grad_norm": 6.1155, "time": 1.98452}
{"mode": "train", "epoch": 39, "iter": 880, "lr": 0.002, "memory": 10966, "data_time": 0.04165, "top1_acc": 0.54453, "top5_acc": 0.81445, "loss_cls": 1.70757, "loss": 1.70757, "grad_norm": 6.04487, "time": 2.12492}
{"mode": "train", "epoch": 39, "iter": 900, "lr": 0.002, "memory": 10966, "data_time": 0.37922, "top1_acc": 0.54961, "top5_acc": 0.81562, "loss_cls": 1.70375, "loss": 1.70375, "grad_norm": 6.13477, "time": 2.06275}
{"mode": "train", "epoch": 39, "iter": 920, "lr": 0.002, "memory": 10966, "data_time": 1.25256, "top1_acc": 0.5375, "top5_acc": 0.82305, "loss_cls": 1.69153, "loss": 1.69153, "grad_norm": 6.18532, "time": 2.02358}
{"mode": "train", "epoch": 39, "iter": 940, "lr": 0.002, "memory": 10966, "data_time": 0.40591, "top1_acc": 0.54609, "top5_acc": 0.82266, "loss_cls": 1.65611, "loss": 1.65611, "grad_norm": 6.04729, "time": 2.01532}
{"mode": "train", "epoch": 39, "iter": 960, "lr": 0.002, "memory": 10966, "data_time": 0.05271, "top1_acc": 0.55547, "top5_acc": 0.81836, "loss_cls": 1.672, "loss": 1.672, "grad_norm": 6.02767, "time": 2.086}
{"mode": "train", "epoch": 39, "iter": 980, "lr": 0.002, "memory": 10966, "data_time": 0.00623, "top1_acc": 0.54766, "top5_acc": 0.82539, "loss_cls": 1.65313, "loss": 1.65313, "grad_norm": 6.1091, "time": 1.97187}
{"mode": "train", "epoch": 39, "iter": 1000, "lr": 0.002, "memory": 10966, "data_time": 0.00408, "top1_acc": 0.55039, "top5_acc": 0.82617, "loss_cls": 1.6631, "loss": 1.6631, "grad_norm": 6.15194, "time": 2.14121}
{"mode": "train", "epoch": 39, "iter": 1020, "lr": 0.002, "memory": 10966, "data_time": 0.0034, "top1_acc": 0.53945, "top5_acc": 0.83164, "loss_cls": 1.64939, "loss": 1.64939, "grad_norm": 5.97442, "time": 2.02601}
{"mode": "train", "epoch": 39, "iter": 1040, "lr": 0.002, "memory": 10966, "data_time": 0.02339, "top1_acc": 0.54648, "top5_acc": 0.81602, "loss_cls": 1.68186, "loss": 1.68186, "grad_norm": 6.07159, "time": 2.11627}
{"mode": "train", "epoch": 39, "iter": 1060, "lr": 0.002, "memory": 10966, "data_time": 0.00213, "top1_acc": 0.56367, "top5_acc": 0.83125, "loss_cls": 1.64185, "loss": 1.64185, "grad_norm": 6.00092, "time": 2.00243}
{"mode": "train", "epoch": 39, "iter": 1080, "lr": 0.002, "memory": 10966, "data_time": 0.43339, "top1_acc": 0.5418, "top5_acc": 0.82578, "loss_cls": 1.68053, "loss": 1.68053, "grad_norm": 6.18705, "time": 2.13608}
{"mode": "train", "epoch": 39, "iter": 1100, "lr": 0.002, "memory": 10966, "data_time": 0.00616, "top1_acc": 0.55078, "top5_acc": 0.82305, "loss_cls": 1.65412, "loss": 1.65412, "grad_norm": 6.13999, "time": 1.98229}
{"mode": "train", "epoch": 39, "iter": 1120, "lr": 0.002, "memory": 10966, "data_time": 0.00402, "top1_acc": 0.53906, "top5_acc": 0.8082, "loss_cls": 1.72494, "loss": 1.72494, "grad_norm": 6.15742, "time": 2.33021}
{"mode": "train", "epoch": 39, "iter": 1140, "lr": 0.002, "memory": 10966, "data_time": 0.0102, "top1_acc": 0.5418, "top5_acc": 0.82344, "loss_cls": 1.65816, "loss": 1.65816, "grad_norm": 6.08773, "time": 1.96025}
{"mode": "train", "epoch": 39, "iter": 1160, "lr": 0.002, "memory": 10966, "data_time": 0.04355, "top1_acc": 0.52344, "top5_acc": 0.81211, "loss_cls": 1.7199, "loss": 1.7199, "grad_norm": 6.23314, "time": 2.19134}
{"mode": "train", "epoch": 39, "iter": 1180, "lr": 0.002, "memory": 10966, "data_time": 0.03216, "top1_acc": 0.56094, "top5_acc": 0.82852, "loss_cls": 1.62631, "loss": 1.62631, "grad_norm": 6.10643, "time": 1.91469}
{"mode": "train", "epoch": 39, "iter": 1200, "lr": 0.002, "memory": 10966, "data_time": 0.24052, "top1_acc": 0.53906, "top5_acc": 0.82305, "loss_cls": 1.68103, "loss": 1.68103, "grad_norm": 6.08188, "time": 2.1316}
{"mode": "train", "epoch": 39, "iter": 1220, "lr": 0.002, "memory": 10966, "data_time": 0.45323, "top1_acc": 0.52539, "top5_acc": 0.81641, "loss_cls": 1.73781, "loss": 1.73781, "grad_norm": 6.22473, "time": 2.22867}
{"mode": "train", "epoch": 39, "iter": 1240, "lr": 0.002, "memory": 10966, "data_time": 0.00228, "top1_acc": 0.52891, "top5_acc": 0.81133, "loss_cls": 1.75315, "loss": 1.75315, "grad_norm": 6.17999, "time": 2.02723}
{"mode": "train", "epoch": 39, "iter": 1260, "lr": 0.002, "memory": 10966, "data_time": 0.00157, "top1_acc": 0.55859, "top5_acc": 0.82656, "loss_cls": 1.65051, "loss": 1.65051, "grad_norm": 6.1491, "time": 1.96881}
{"mode": "train", "epoch": 39, "iter": 1280, "lr": 0.002, "memory": 10966, "data_time": 0.04865, "top1_acc": 0.55898, "top5_acc": 0.82539, "loss_cls": 1.66336, "loss": 1.66336, "grad_norm": 6.06527, "time": 1.99392}
{"mode": "train", "epoch": 39, "iter": 1300, "lr": 0.002, "memory": 10966, "data_time": 0.17655, "top1_acc": 0.55547, "top5_acc": 0.81992, "loss_cls": 1.676, "loss": 1.676, "grad_norm": 6.18073, "time": 2.27231}
{"mode": "train", "epoch": 39, "iter": 1320, "lr": 0.002, "memory": 10966, "data_time": 0.01082, "top1_acc": 0.55, "top5_acc": 0.81865, "loss_cls": 1.68722, "loss": 1.68722, "grad_norm": 6.10545, "time": 1.97291}
{"mode": "val", "epoch": 39, "iter": 1320, "lr": 0.002, "top1_acc": 0.31202, "top5_acc": 0.61149, "mean_class_accuracy": 0.24796}
{"mode": "train", "epoch": 40, "iter": 20, "lr": 0.002, "memory": 10966, "data_time": 4.76806, "top1_acc": 0.57148, "top5_acc": 0.83008, "loss_cls": 1.60672, "loss": 1.60672, "grad_norm": 6.07002, "time": 6.79473}
{"mode": "train", "epoch": 40, "iter": 40, "lr": 0.002, "memory": 10966, "data_time": 0.03032, "top1_acc": 0.57031, "top5_acc": 0.82773, "loss_cls": 1.62324, "loss": 1.62324, "grad_norm": 6.04187, "time": 1.95339}
{"mode": "train", "epoch": 40, "iter": 60, "lr": 0.002, "memory": 10966, "data_time": 0.00239, "top1_acc": 0.54258, "top5_acc": 0.82695, "loss_cls": 1.64506, "loss": 1.64506, "grad_norm": 6.04537, "time": 2.22669}
{"mode": "train", "epoch": 40, "iter": 80, "lr": 0.002, "memory": 10966, "data_time": 0.00447, "top1_acc": 0.55273, "top5_acc": 0.83008, "loss_cls": 1.64552, "loss": 1.64552, "grad_norm": 6.16453, "time": 2.00587}
{"mode": "train", "epoch": 40, "iter": 100, "lr": 0.002, "memory": 10966, "data_time": 0.03896, "top1_acc": 0.54297, "top5_acc": 0.81484, "loss_cls": 1.70309, "loss": 1.70309, "grad_norm": 6.18418, "time": 1.97972}
{"mode": "train", "epoch": 40, "iter": 120, "lr": 0.002, "memory": 10966, "data_time": 0.91165, "top1_acc": 0.54688, "top5_acc": 0.81289, "loss_cls": 1.66386, "loss": 1.66386, "grad_norm": 6.04324, "time": 2.24415}
{"mode": "train", "epoch": 40, "iter": 140, "lr": 0.002, "memory": 10966, "data_time": 1.39378, "top1_acc": 0.55117, "top5_acc": 0.81992, "loss_cls": 1.66363, "loss": 1.66363, "grad_norm": 6.05249, "time": 1.96392}
{"mode": "train", "epoch": 40, "iter": 160, "lr": 0.002, "memory": 10966, "data_time": 1.28023, "top1_acc": 0.55117, "top5_acc": 0.81953, "loss_cls": 1.64837, "loss": 1.64837, "grad_norm": 6.0636, "time": 1.97583}
{"mode": "train", "epoch": 40, "iter": 180, "lr": 0.002, "memory": 10966, "data_time": 0.5248, "top1_acc": 0.55937, "top5_acc": 0.8207, "loss_cls": 1.63892, "loss": 1.63892, "grad_norm": 5.9859, "time": 2.07213}
{"mode": "train", "epoch": 40, "iter": 200, "lr": 0.002, "memory": 10966, "data_time": 0.29735, "top1_acc": 0.54805, "top5_acc": 0.81758, "loss_cls": 1.68341, "loss": 1.68341, "grad_norm": 6.19667, "time": 2.19156}
{"mode": "train", "epoch": 40, "iter": 220, "lr": 0.002, "memory": 10966, "data_time": 0.01105, "top1_acc": 0.55469, "top5_acc": 0.82422, "loss_cls": 1.67184, "loss": 1.67184, "grad_norm": 6.12234, "time": 2.03539}
{"mode": "train", "epoch": 40, "iter": 240, "lr": 0.002, "memory": 10966, "data_time": 0.5523, "top1_acc": 0.55742, "top5_acc": 0.82383, "loss_cls": 1.64807, "loss": 1.64807, "grad_norm": 6.14169, "time": 2.00633}
{"mode": "train", "epoch": 40, "iter": 260, "lr": 0.002, "memory": 10966, "data_time": 0.00988, "top1_acc": 0.55156, "top5_acc": 0.81914, "loss_cls": 1.68678, "loss": 1.68678, "grad_norm": 6.19883, "time": 2.15555}
{"mode": "train", "epoch": 40, "iter": 280, "lr": 0.002, "memory": 10966, "data_time": 0.03873, "top1_acc": 0.57031, "top5_acc": 0.82852, "loss_cls": 1.63841, "loss": 1.63841, "grad_norm": 6.08544, "time": 2.06926}
{"mode": "train", "epoch": 40, "iter": 300, "lr": 0.002, "memory": 10966, "data_time": 0.01145, "top1_acc": 0.54609, "top5_acc": 0.81797, "loss_cls": 1.69171, "loss": 1.69171, "grad_norm": 6.15836, "time": 2.21836}
{"mode": "train", "epoch": 40, "iter": 320, "lr": 0.002, "memory": 10966, "data_time": 0.74869, "top1_acc": 0.55625, "top5_acc": 0.82969, "loss_cls": 1.62512, "loss": 1.62512, "grad_norm": 6.11839, "time": 2.02812}
{"mode": "train", "epoch": 40, "iter": 340, "lr": 0.002, "memory": 10966, "data_time": 0.95985, "top1_acc": 0.55937, "top5_acc": 0.83359, "loss_cls": 1.62437, "loss": 1.62437, "grad_norm": 6.24311, "time": 2.06211}
{"mode": "train", "epoch": 40, "iter": 360, "lr": 0.002, "memory": 10966, "data_time": 0.56915, "top1_acc": 0.53477, "top5_acc": 0.81875, "loss_cls": 1.71803, "loss": 1.71803, "grad_norm": 6.25118, "time": 2.01853}
{"mode": "train", "epoch": 40, "iter": 380, "lr": 0.002, "memory": 10966, "data_time": 1.25122, "top1_acc": 0.54375, "top5_acc": 0.82617, "loss_cls": 1.68091, "loss": 1.68091, "grad_norm": 6.24412, "time": 2.15936}
{"mode": "train", "epoch": 40, "iter": 400, "lr": 0.002, "memory": 10966, "data_time": 1.2305, "top1_acc": 0.55508, "top5_acc": 0.82578, "loss_cls": 1.63088, "loss": 1.63088, "grad_norm": 6.0691, "time": 2.15143}
{"mode": "train", "epoch": 40, "iter": 420, "lr": 0.002, "memory": 10966, "data_time": 1.43158, "top1_acc": 0.54219, "top5_acc": 0.82461, "loss_cls": 1.66736, "loss": 1.66736, "grad_norm": 6.18692, "time": 2.10683}
{"mode": "train", "epoch": 40, "iter": 440, "lr": 0.002, "memory": 10966, "data_time": 0.82564, "top1_acc": 0.54062, "top5_acc": 0.82148, "loss_cls": 1.68199, "loss": 1.68199, "grad_norm": 6.20811, "time": 1.97702}
{"mode": "train", "epoch": 40, "iter": 460, "lr": 0.002, "memory": 10966, "data_time": 0.07945, "top1_acc": 0.55547, "top5_acc": 0.82891, "loss_cls": 1.6154, "loss": 1.6154, "grad_norm": 6.03815, "time": 2.08778}
{"mode": "train", "epoch": 40, "iter": 480, "lr": 0.002, "memory": 10966, "data_time": 0.89112, "top1_acc": 0.53164, "top5_acc": 0.81602, "loss_cls": 1.7099, "loss": 1.7099, "grad_norm": 6.26375, "time": 2.07713}
{"mode": "train", "epoch": 40, "iter": 500, "lr": 0.002, "memory": 10966, "data_time": 1.45273, "top1_acc": 0.54844, "top5_acc": 0.825, "loss_cls": 1.6571, "loss": 1.6571, "grad_norm": 6.17049, "time": 2.05653}
{"mode": "train", "epoch": 40, "iter": 520, "lr": 0.002, "memory": 10966, "data_time": 1.43563, "top1_acc": 0.55469, "top5_acc": 0.82148, "loss_cls": 1.61905, "loss": 1.61905, "grad_norm": 6.01113, "time": 1.98936}
{"mode": "train", "epoch": 40, "iter": 540, "lr": 0.002, "memory": 10966, "data_time": 1.37926, "top1_acc": 0.55977, "top5_acc": 0.82773, "loss_cls": 1.65706, "loss": 1.65706, "grad_norm": 6.05474, "time": 2.12636}
{"mode": "train", "epoch": 40, "iter": 560, "lr": 0.002, "memory": 10966, "data_time": 1.47038, "top1_acc": 0.55625, "top5_acc": 0.82383, "loss_cls": 1.66154, "loss": 1.66154, "grad_norm": 6.08749, "time": 2.06752}
{"mode": "train", "epoch": 40, "iter": 580, "lr": 0.002, "memory": 10966, "data_time": 1.23132, "top1_acc": 0.56016, "top5_acc": 0.83203, "loss_cls": 1.6357, "loss": 1.6357, "grad_norm": 6.10752, "time": 2.11194}
{"mode": "train", "epoch": 40, "iter": 600, "lr": 0.002, "memory": 10966, "data_time": 1.29434, "top1_acc": 0.54805, "top5_acc": 0.82227, "loss_cls": 1.68757, "loss": 1.68757, "grad_norm": 6.16029, "time": 2.04924}
{"mode": "train", "epoch": 40, "iter": 620, "lr": 0.002, "memory": 10966, "data_time": 1.15413, "top1_acc": 0.54844, "top5_acc": 0.82578, "loss_cls": 1.66664, "loss": 1.66664, "grad_norm": 6.13281, "time": 2.05442}
{"mode": "train", "epoch": 40, "iter": 640, "lr": 0.002, "memory": 10966, "data_time": 1.42823, "top1_acc": 0.56289, "top5_acc": 0.82109, "loss_cls": 1.6648, "loss": 1.6648, "grad_norm": 6.19404, "time": 2.04053}
{"mode": "train", "epoch": 40, "iter": 660, "lr": 0.002, "memory": 10966, "data_time": 1.40804, "top1_acc": 0.55625, "top5_acc": 0.83164, "loss_cls": 1.61324, "loss": 1.61324, "grad_norm": 6.01953, "time": 1.96232}
{"mode": "train", "epoch": 40, "iter": 680, "lr": 0.002, "memory": 10966, "data_time": 1.57544, "top1_acc": 0.53945, "top5_acc": 0.81055, "loss_cls": 1.715, "loss": 1.715, "grad_norm": 6.15168, "time": 2.16983}
{"mode": "train", "epoch": 40, "iter": 700, "lr": 0.002, "memory": 10966, "data_time": 1.26371, "top1_acc": 0.55273, "top5_acc": 0.8332, "loss_cls": 1.60454, "loss": 1.60454, "grad_norm": 6.10052, "time": 2.0428}
{"mode": "train", "epoch": 40, "iter": 720, "lr": 0.002, "memory": 10966, "data_time": 1.06886, "top1_acc": 0.57148, "top5_acc": 0.82617, "loss_cls": 1.61915, "loss": 1.61915, "grad_norm": 6.05651, "time": 2.08868}
{"mode": "train", "epoch": 40, "iter": 740, "lr": 0.002, "memory": 10966, "data_time": 0.75053, "top1_acc": 0.55312, "top5_acc": 0.8125, "loss_cls": 1.70521, "loss": 1.70521, "grad_norm": 6.31823, "time": 2.04272}
{"mode": "train", "epoch": 40, "iter": 760, "lr": 0.002, "memory": 10966, "data_time": 1.05422, "top1_acc": 0.55117, "top5_acc": 0.82539, "loss_cls": 1.65006, "loss": 1.65006, "grad_norm": 6.11997, "time": 2.09815}
{"mode": "train", "epoch": 40, "iter": 780, "lr": 0.002, "memory": 10966, "data_time": 1.40952, "top1_acc": 0.55898, "top5_acc": 0.84023, "loss_cls": 1.5999, "loss": 1.5999, "grad_norm": 6.06597, "time": 2.06491}
{"mode": "train", "epoch": 40, "iter": 800, "lr": 0.002, "memory": 10966, "data_time": 1.42522, "top1_acc": 0.56133, "top5_acc": 0.8293, "loss_cls": 1.61818, "loss": 1.61818, "grad_norm": 6.04503, "time": 2.08099}
{"mode": "train", "epoch": 40, "iter": 820, "lr": 0.002, "memory": 10966, "data_time": 1.42442, "top1_acc": 0.54023, "top5_acc": 0.82188, "loss_cls": 1.67686, "loss": 1.67686, "grad_norm": 6.16138, "time": 2.03042}
{"mode": "train", "epoch": 40, "iter": 840, "lr": 0.002, "memory": 10966, "data_time": 1.58945, "top1_acc": 0.54219, "top5_acc": 0.81289, "loss_cls": 1.69491, "loss": 1.69491, "grad_norm": 6.23578, "time": 2.19345}
{"mode": "train", "epoch": 40, "iter": 860, "lr": 0.002, "memory": 10966, "data_time": 1.35521, "top1_acc": 0.53828, "top5_acc": 0.81406, "loss_cls": 1.73303, "loss": 1.73303, "grad_norm": 6.3394, "time": 1.95165}
{"mode": "train", "epoch": 40, "iter": 880, "lr": 0.002, "memory": 10966, "data_time": 1.13798, "top1_acc": 0.55312, "top5_acc": 0.825, "loss_cls": 1.65608, "loss": 1.65608, "grad_norm": 6.16095, "time": 2.09785}
{"mode": "train", "epoch": 40, "iter": 900, "lr": 0.002, "memory": 10966, "data_time": 0.77308, "top1_acc": 0.54766, "top5_acc": 0.82383, "loss_cls": 1.65708, "loss": 1.65708, "grad_norm": 6.15049, "time": 2.06683}
{"mode": "train", "epoch": 40, "iter": 920, "lr": 0.002, "memory": 10966, "data_time": 0.08381, "top1_acc": 0.5543, "top5_acc": 0.82734, "loss_cls": 1.6574, "loss": 1.6574, "grad_norm": 6.22086, "time": 2.08776}
{"mode": "train", "epoch": 40, "iter": 940, "lr": 0.002, "memory": 10966, "data_time": 0.0019, "top1_acc": 0.55508, "top5_acc": 0.825, "loss_cls": 1.67153, "loss": 1.67153, "grad_norm": 6.20751, "time": 2.07152}
{"mode": "train", "epoch": 40, "iter": 960, "lr": 0.002, "memory": 10966, "data_time": 0.14062, "top1_acc": 0.55039, "top5_acc": 0.81797, "loss_cls": 1.71665, "loss": 1.71665, "grad_norm": 6.27395, "time": 2.19492}
{"mode": "train", "epoch": 40, "iter": 980, "lr": 0.002, "memory": 10966, "data_time": 0.86243, "top1_acc": 0.57461, "top5_acc": 0.83398, "loss_cls": 1.60082, "loss": 1.60082, "grad_norm": 6.12492, "time": 1.91776}
{"mode": "train", "epoch": 40, "iter": 1000, "lr": 0.002, "memory": 10966, "data_time": 1.11901, "top1_acc": 0.55039, "top5_acc": 0.8293, "loss_cls": 1.66478, "loss": 1.66478, "grad_norm": 6.26493, "time": 2.10471}
{"mode": "train", "epoch": 40, "iter": 1020, "lr": 0.002, "memory": 10966, "data_time": 1.30534, "top1_acc": 0.54688, "top5_acc": 0.82344, "loss_cls": 1.65498, "loss": 1.65498, "grad_norm": 6.13328, "time": 1.93965}
{"mode": "train", "epoch": 40, "iter": 1040, "lr": 0.002, "memory": 10966, "data_time": 1.60799, "top1_acc": 0.56406, "top5_acc": 0.83086, "loss_cls": 1.63388, "loss": 1.63388, "grad_norm": 6.03913, "time": 2.19119}
{"mode": "train", "epoch": 40, "iter": 1060, "lr": 0.002, "memory": 10966, "data_time": 1.49707, "top1_acc": 0.53125, "top5_acc": 0.81641, "loss_cls": 1.71063, "loss": 1.71063, "grad_norm": 6.30333, "time": 2.0516}
{"mode": "train", "epoch": 40, "iter": 1080, "lr": 0.002, "memory": 10966, "data_time": 1.02283, "top1_acc": 0.54453, "top5_acc": 0.82812, "loss_cls": 1.65693, "loss": 1.65693, "grad_norm": 6.18877, "time": 2.42988}
{"mode": "train", "epoch": 40, "iter": 1100, "lr": 0.002, "memory": 10966, "data_time": 0.58986, "top1_acc": 0.55352, "top5_acc": 0.83086, "loss_cls": 1.62872, "loss": 1.62872, "grad_norm": 6.07027, "time": 1.94839}
{"mode": "train", "epoch": 40, "iter": 1120, "lr": 0.002, "memory": 10966, "data_time": 0.05746, "top1_acc": 0.54609, "top5_acc": 0.82305, "loss_cls": 1.65153, "loss": 1.65153, "grad_norm": 6.34445, "time": 1.99728}
{"mode": "train", "epoch": 40, "iter": 1140, "lr": 0.002, "memory": 10966, "data_time": 0.78335, "top1_acc": 0.54375, "top5_acc": 0.81992, "loss_cls": 1.70355, "loss": 1.70355, "grad_norm": 6.19681, "time": 2.27816}
{"mode": "train", "epoch": 40, "iter": 1160, "lr": 0.002, "memory": 10966, "data_time": 1.32877, "top1_acc": 0.5668, "top5_acc": 0.83086, "loss_cls": 1.59788, "loss": 1.59788, "grad_norm": 5.96279, "time": 2.05931}
{"mode": "train", "epoch": 40, "iter": 1180, "lr": 0.002, "memory": 10966, "data_time": 1.57559, "top1_acc": 0.55195, "top5_acc": 0.81094, "loss_cls": 1.69294, "loss": 1.69294, "grad_norm": 6.29998, "time": 2.13412}
{"mode": "train", "epoch": 40, "iter": 1200, "lr": 0.002, "memory": 10966, "data_time": 1.50696, "top1_acc": 0.54414, "top5_acc": 0.81914, "loss_cls": 1.67699, "loss": 1.67699, "grad_norm": 6.29409, "time": 2.11193}
{"mode": "train", "epoch": 40, "iter": 1220, "lr": 0.002, "memory": 10966, "data_time": 1.55551, "top1_acc": 0.54023, "top5_acc": 0.8168, "loss_cls": 1.67912, "loss": 1.67912, "grad_norm": 6.20481, "time": 2.15868}
{"mode": "train", "epoch": 40, "iter": 1240, "lr": 0.002, "memory": 10966, "data_time": 1.48368, "top1_acc": 0.53672, "top5_acc": 0.81367, "loss_cls": 1.7164, "loss": 1.7164, "grad_norm": 6.19842, "time": 2.04175}
{"mode": "train", "epoch": 40, "iter": 1260, "lr": 0.002, "memory": 10966, "data_time": 1.34334, "top1_acc": 0.56055, "top5_acc": 0.8293, "loss_cls": 1.60193, "loss": 1.60193, "grad_norm": 6.14507, "time": 2.04123}
{"mode": "train", "epoch": 40, "iter": 1280, "lr": 0.002, "memory": 10966, "data_time": 1.06232, "top1_acc": 0.53125, "top5_acc": 0.81641, "loss_cls": 1.70744, "loss": 1.70744, "grad_norm": 6.27184, "time": 2.09138}
{"mode": "train", "epoch": 40, "iter": 1300, "lr": 0.002, "memory": 10966, "data_time": 0.06231, "top1_acc": 0.54609, "top5_acc": 0.83164, "loss_cls": 1.64255, "loss": 1.64255, "grad_norm": 6.27022, "time": 1.98088}
{"mode": "train", "epoch": 40, "iter": 1320, "lr": 0.002, "memory": 10966, "data_time": 0.38414, "top1_acc": 0.53294, "top5_acc": 0.80794, "loss_cls": 1.7211, "loss": 1.7211, "grad_norm": 6.35127, "time": 1.86408}
{"mode": "val", "epoch": 40, "iter": 1320, "lr": 0.002, "top1_acc": 0.31336, "top5_acc": 0.60605, "mean_class_accuracy": 0.25284}
{"mode": "train", "epoch": 41, "iter": 20, "lr": 0.0002, "memory": 10966, "data_time": 4.61835, "top1_acc": 0.55898, "top5_acc": 0.81797, "loss_cls": 1.6718, "loss": 1.6718, "grad_norm": 6.1049, "time": 5.96895}
{"mode": "train", "epoch": 41, "iter": 40, "lr": 0.0002, "memory": 10966, "data_time": 0.00426, "top1_acc": 0.55469, "top5_acc": 0.8332, "loss_cls": 1.60864, "loss": 1.60864, "grad_norm": 6.11086, "time": 2.04512}
{"mode": "train", "epoch": 41, "iter": 60, "lr": 0.0002, "memory": 10966, "data_time": 0.44696, "top1_acc": 0.55937, "top5_acc": 0.83672, "loss_cls": 1.62694, "loss": 1.62694, "grad_norm": 6.22499, "time": 2.05718}
{"mode": "train", "epoch": 41, "iter": 80, "lr": 0.0002, "memory": 10966, "data_time": 0.07795, "top1_acc": 0.55117, "top5_acc": 0.82812, "loss_cls": 1.62099, "loss": 1.62099, "grad_norm": 6.01828, "time": 2.04117}
{"mode": "train", "epoch": 41, "iter": 100, "lr": 0.0002, "memory": 10966, "data_time": 0.00547, "top1_acc": 0.54531, "top5_acc": 0.82891, "loss_cls": 1.6155, "loss": 1.6155, "grad_norm": 6.01112, "time": 2.11262}
{"mode": "train", "epoch": 41, "iter": 120, "lr": 0.0002, "memory": 10966, "data_time": 0.69652, "top1_acc": 0.56133, "top5_acc": 0.82578, "loss_cls": 1.62073, "loss": 1.62073, "grad_norm": 6.14706, "time": 2.02503}
{"mode": "train", "epoch": 41, "iter": 140, "lr": 0.0002, "memory": 10966, "data_time": 0.96113, "top1_acc": 0.57617, "top5_acc": 0.83438, "loss_cls": 1.57944, "loss": 1.57944, "grad_norm": 6.07907, "time": 2.15685}
{"mode": "train", "epoch": 41, "iter": 160, "lr": 0.0002, "memory": 10966, "data_time": 0.5099, "top1_acc": 0.55859, "top5_acc": 0.82734, "loss_cls": 1.62739, "loss": 1.62739, "grad_norm": 6.05079, "time": 2.1093}
{"mode": "train", "epoch": 41, "iter": 180, "lr": 0.0002, "memory": 10966, "data_time": 0.00408, "top1_acc": 0.56211, "top5_acc": 0.83281, "loss_cls": 1.59629, "loss": 1.59629, "grad_norm": 6.07779, "time": 2.02773}
{"mode": "train", "epoch": 41, "iter": 200, "lr": 0.0002, "memory": 10966, "data_time": 0.0049, "top1_acc": 0.57148, "top5_acc": 0.83047, "loss_cls": 1.59663, "loss": 1.59663, "grad_norm": 6.05828, "time": 2.08264}
{"mode": "train", "epoch": 41, "iter": 220, "lr": 0.0002, "memory": 10966, "data_time": 0.02668, "top1_acc": 0.56445, "top5_acc": 0.83477, "loss_cls": 1.59852, "loss": 1.59852, "grad_norm": 5.96525, "time": 2.08042}
{"mode": "train", "epoch": 41, "iter": 240, "lr": 0.0002, "memory": 10966, "data_time": 0.27087, "top1_acc": 0.57617, "top5_acc": 0.84062, "loss_cls": 1.56312, "loss": 1.56312, "grad_norm": 5.97801, "time": 1.95628}
{"mode": "train", "epoch": 41, "iter": 260, "lr": 0.0002, "memory": 10966, "data_time": 0.00892, "top1_acc": 0.5625, "top5_acc": 0.83242, "loss_cls": 1.62707, "loss": 1.62707, "grad_norm": 6.09958, "time": 2.09217}
{"mode": "train", "epoch": 41, "iter": 280, "lr": 0.0002, "memory": 10966, "data_time": 0.00191, "top1_acc": 0.55195, "top5_acc": 0.82109, "loss_cls": 1.65852, "loss": 1.65852, "grad_norm": 5.99874, "time": 2.01246}
{"mode": "train", "epoch": 41, "iter": 300, "lr": 0.0002, "memory": 10966, "data_time": 0.00321, "top1_acc": 0.57617, "top5_acc": 0.8332, "loss_cls": 1.61157, "loss": 1.61157, "grad_norm": 5.97228, "time": 2.07655}
{"mode": "train", "epoch": 41, "iter": 320, "lr": 0.0002, "memory": 10966, "data_time": 0.00213, "top1_acc": 0.55547, "top5_acc": 0.8207, "loss_cls": 1.64208, "loss": 1.64208, "grad_norm": 6.05721, "time": 2.17745}
{"mode": "train", "epoch": 41, "iter": 340, "lr": 0.0002, "memory": 10966, "data_time": 0.00269, "top1_acc": 0.58359, "top5_acc": 0.83672, "loss_cls": 1.60116, "loss": 1.60116, "grad_norm": 5.94814, "time": 2.02919}
{"mode": "train", "epoch": 41, "iter": 360, "lr": 0.0002, "memory": 10966, "data_time": 0.34117, "top1_acc": 0.55234, "top5_acc": 0.82109, "loss_cls": 1.66691, "loss": 1.66691, "grad_norm": 6.20468, "time": 1.93774}
{"mode": "train", "epoch": 41, "iter": 380, "lr": 0.0002, "memory": 10966, "data_time": 0.66547, "top1_acc": 0.55664, "top5_acc": 0.82227, "loss_cls": 1.64878, "loss": 1.64878, "grad_norm": 6.17404, "time": 2.15493}
{"mode": "train", "epoch": 41, "iter": 400, "lr": 0.0002, "memory": 10966, "data_time": 0.21109, "top1_acc": 0.56055, "top5_acc": 0.84102, "loss_cls": 1.56571, "loss": 1.56571, "grad_norm": 6.0695, "time": 2.08265}
{"mode": "train", "epoch": 41, "iter": 420, "lr": 0.0002, "memory": 10966, "data_time": 0.87107, "top1_acc": 0.55547, "top5_acc": 0.84141, "loss_cls": 1.60688, "loss": 1.60688, "grad_norm": 6.12821, "time": 1.96402}
{"mode": "train", "epoch": 41, "iter": 440, "lr": 0.0002, "memory": 10966, "data_time": 0.15788, "top1_acc": 0.56172, "top5_acc": 0.8293, "loss_cls": 1.64415, "loss": 1.64415, "grad_norm": 6.12682, "time": 2.03706}
{"mode": "train", "epoch": 41, "iter": 460, "lr": 0.0002, "memory": 10966, "data_time": 0.06344, "top1_acc": 0.57656, "top5_acc": 0.84258, "loss_cls": 1.56119, "loss": 1.56119, "grad_norm": 5.96096, "time": 2.12215}
{"mode": "train", "epoch": 41, "iter": 480, "lr": 0.0002, "memory": 10966, "data_time": 0.03795, "top1_acc": 0.57461, "top5_acc": 0.84805, "loss_cls": 1.56998, "loss": 1.56998, "grad_norm": 6.00848, "time": 1.97593}
{"mode": "train", "epoch": 41, "iter": 500, "lr": 0.0002, "memory": 10966, "data_time": 0.15762, "top1_acc": 0.56875, "top5_acc": 0.83125, "loss_cls": 1.58826, "loss": 1.58826, "grad_norm": 6.08815, "time": 2.07564}
{"mode": "train", "epoch": 41, "iter": 520, "lr": 0.0002, "memory": 10966, "data_time": 0.19988, "top1_acc": 0.54609, "top5_acc": 0.82734, "loss_cls": 1.65744, "loss": 1.65744, "grad_norm": 6.172, "time": 2.08955}
{"mode": "train", "epoch": 41, "iter": 540, "lr": 0.0002, "memory": 10966, "data_time": 1.62571, "top1_acc": 0.56953, "top5_acc": 0.83672, "loss_cls": 1.5743, "loss": 1.5743, "grad_norm": 5.98801, "time": 2.25291}
{"mode": "train", "epoch": 41, "iter": 560, "lr": 0.0002, "memory": 10966, "data_time": 1.41843, "top1_acc": 0.5793, "top5_acc": 0.83672, "loss_cls": 1.58497, "loss": 1.58497, "grad_norm": 5.97023, "time": 2.0276}
{"mode": "train", "epoch": 41, "iter": 580, "lr": 0.0002, "memory": 10966, "data_time": 1.11198, "top1_acc": 0.57461, "top5_acc": 0.84414, "loss_cls": 1.5452, "loss": 1.5452, "grad_norm": 6.04888, "time": 1.92503}
{"mode": "train", "epoch": 41, "iter": 600, "lr": 0.0002, "memory": 10966, "data_time": 0.08469, "top1_acc": 0.56406, "top5_acc": 0.83477, "loss_cls": 1.59664, "loss": 1.59664, "grad_norm": 5.94301, "time": 2.14517}
{"mode": "train", "epoch": 41, "iter": 620, "lr": 0.0002, "memory": 10966, "data_time": 0.04942, "top1_acc": 0.57344, "top5_acc": 0.8332, "loss_cls": 1.5845, "loss": 1.5845, "grad_norm": 6.07593, "time": 2.04541}
{"mode": "train", "epoch": 41, "iter": 640, "lr": 0.0002, "memory": 10966, "data_time": 0.3786, "top1_acc": 0.55117, "top5_acc": 0.82656, "loss_cls": 1.62816, "loss": 1.62816, "grad_norm": 6.08744, "time": 1.98267}
{"mode": "train", "epoch": 41, "iter": 660, "lr": 0.0002, "memory": 10966, "data_time": 1.43935, "top1_acc": 0.56328, "top5_acc": 0.83008, "loss_cls": 1.6085, "loss": 1.6085, "grad_norm": 6.02802, "time": 2.09179}
{"mode": "train", "epoch": 41, "iter": 680, "lr": 0.0002, "memory": 10966, "data_time": 1.53084, "top1_acc": 0.5457, "top5_acc": 0.83555, "loss_cls": 1.58621, "loss": 1.58621, "grad_norm": 6.17165, "time": 2.18034}
{"mode": "train", "epoch": 41, "iter": 700, "lr": 0.0002, "memory": 10966, "data_time": 0.72978, "top1_acc": 0.57734, "top5_acc": 0.84141, "loss_cls": 1.56692, "loss": 1.56692, "grad_norm": 6.07163, "time": 1.90694}
{"mode": "train", "epoch": 41, "iter": 720, "lr": 0.0002, "memory": 10966, "data_time": 0.00611, "top1_acc": 0.56211, "top5_acc": 0.82227, "loss_cls": 1.64371, "loss": 1.64371, "grad_norm": 6.13854, "time": 2.05569}
{"mode": "train", "epoch": 41, "iter": 740, "lr": 0.0002, "memory": 10966, "data_time": 0.0617, "top1_acc": 0.57148, "top5_acc": 0.85117, "loss_cls": 1.54799, "loss": 1.54799, "grad_norm": 5.9171, "time": 2.06647}
{"mode": "train", "epoch": 41, "iter": 760, "lr": 0.0002, "memory": 10966, "data_time": 0.78229, "top1_acc": 0.55898, "top5_acc": 0.83906, "loss_cls": 1.57409, "loss": 1.57409, "grad_norm": 6.09591, "time": 2.01442}
{"mode": "train", "epoch": 41, "iter": 780, "lr": 0.0002, "memory": 10966, "data_time": 0.22036, "top1_acc": 0.56445, "top5_acc": 0.82812, "loss_cls": 1.59935, "loss": 1.59935, "grad_norm": 6.26739, "time": 2.07761}
{"mode": "train", "epoch": 41, "iter": 800, "lr": 0.0002, "memory": 10966, "data_time": 1.5678, "top1_acc": 0.57891, "top5_acc": 0.83047, "loss_cls": 1.59617, "loss": 1.59617, "grad_norm": 6.00083, "time": 2.11243}
{"mode": "train", "epoch": 41, "iter": 820, "lr": 0.0002, "memory": 10966, "data_time": 1.35106, "top1_acc": 0.57578, "top5_acc": 0.83516, "loss_cls": 1.54822, "loss": 1.54822, "grad_norm": 5.98985, "time": 1.99215}
{"mode": "train", "epoch": 41, "iter": 840, "lr": 0.0002, "memory": 10966, "data_time": 1.14674, "top1_acc": 0.55898, "top5_acc": 0.83906, "loss_cls": 1.5845, "loss": 1.5845, "grad_norm": 5.9804, "time": 2.06889}
{"mode": "train", "epoch": 41, "iter": 860, "lr": 0.0002, "memory": 10966, "data_time": 0.11273, "top1_acc": 0.56367, "top5_acc": 0.82969, "loss_cls": 1.57395, "loss": 1.57395, "grad_norm": 6.07879, "time": 2.16899}
{"mode": "train", "epoch": 41, "iter": 880, "lr": 0.0002, "memory": 10966, "data_time": 0.00361, "top1_acc": 0.57461, "top5_acc": 0.83516, "loss_cls": 1.58923, "loss": 1.58923, "grad_norm": 6.05114, "time": 1.95798}
{"mode": "train", "epoch": 41, "iter": 900, "lr": 0.0002, "memory": 10966, "data_time": 0.0787, "top1_acc": 0.56523, "top5_acc": 0.8375, "loss_cls": 1.59234, "loss": 1.59234, "grad_norm": 5.99193, "time": 2.05395}
{"mode": "train", "epoch": 41, "iter": 920, "lr": 0.0002, "memory": 10966, "data_time": 1.01334, "top1_acc": 0.5543, "top5_acc": 0.83711, "loss_cls": 1.60512, "loss": 1.60512, "grad_norm": 6.12513, "time": 2.06445}
{"mode": "train", "epoch": 41, "iter": 940, "lr": 0.0002, "memory": 10966, "data_time": 1.48871, "top1_acc": 0.54023, "top5_acc": 0.81836, "loss_cls": 1.65393, "loss": 1.65393, "grad_norm": 6.20823, "time": 2.07535}
{"mode": "train", "epoch": 41, "iter": 960, "lr": 0.0002, "memory": 10966, "data_time": 1.48189, "top1_acc": 0.56758, "top5_acc": 0.8418, "loss_cls": 1.56938, "loss": 1.56938, "grad_norm": 5.94517, "time": 2.12477}
{"mode": "train", "epoch": 41, "iter": 980, "lr": 0.0002, "memory": 10966, "data_time": 1.34547, "top1_acc": 0.57617, "top5_acc": 0.83398, "loss_cls": 1.56179, "loss": 1.56179, "grad_norm": 5.94499, "time": 2.02686}
{"mode": "train", "epoch": 41, "iter": 1000, "lr": 0.0002, "memory": 10966, "data_time": 1.36665, "top1_acc": 0.57266, "top5_acc": 0.83711, "loss_cls": 1.58588, "loss": 1.58588, "grad_norm": 6.12345, "time": 1.97147}
{"mode": "train", "epoch": 41, "iter": 1020, "lr": 0.0002, "memory": 10966, "data_time": 1.32021, "top1_acc": 0.55937, "top5_acc": 0.82148, "loss_cls": 1.6205, "loss": 1.6205, "grad_norm": 6.32292, "time": 2.14473}
{"mode": "train", "epoch": 41, "iter": 1040, "lr": 0.0002, "memory": 10966, "data_time": 1.02485, "top1_acc": 0.56172, "top5_acc": 0.84023, "loss_cls": 1.57777, "loss": 1.57777, "grad_norm": 6.12044, "time": 1.96635}
{"mode": "train", "epoch": 41, "iter": 1060, "lr": 0.0002, "memory": 10966, "data_time": 0.06451, "top1_acc": 0.57383, "top5_acc": 0.84336, "loss_cls": 1.55056, "loss": 1.55056, "grad_norm": 5.89065, "time": 2.02617}
{"mode": "train", "epoch": 41, "iter": 1080, "lr": 0.0002, "memory": 10966, "data_time": 0.00883, "top1_acc": 0.5707, "top5_acc": 0.84102, "loss_cls": 1.56402, "loss": 1.56402, "grad_norm": 6.07257, "time": 2.04109}
{"mode": "train", "epoch": 41, "iter": 1100, "lr": 0.0002, "memory": 10966, "data_time": 0.01112, "top1_acc": 0.58789, "top5_acc": 0.84492, "loss_cls": 1.52459, "loss": 1.52459, "grad_norm": 6.0011, "time": 2.06996}
{"mode": "train", "epoch": 41, "iter": 1120, "lr": 0.0002, "memory": 10966, "data_time": 0.13273, "top1_acc": 0.57344, "top5_acc": 0.83398, "loss_cls": 1.59705, "loss": 1.59705, "grad_norm": 6.26626, "time": 2.1905}
{"mode": "train", "epoch": 41, "iter": 1140, "lr": 0.0002, "memory": 10966, "data_time": 0.14404, "top1_acc": 0.5582, "top5_acc": 0.82148, "loss_cls": 1.63259, "loss": 1.63259, "grad_norm": 6.20434, "time": 2.02943}
{"mode": "train", "epoch": 41, "iter": 1160, "lr": 0.0002, "memory": 10966, "data_time": 0.23063, "top1_acc": 0.5793, "top5_acc": 0.8332, "loss_cls": 1.58014, "loss": 1.58014, "grad_norm": 5.91327, "time": 2.03878}
{"mode": "train", "epoch": 41, "iter": 1180, "lr": 0.0002, "memory": 10966, "data_time": 0.107, "top1_acc": 0.56797, "top5_acc": 0.83086, "loss_cls": 1.60466, "loss": 1.60466, "grad_norm": 6.09929, "time": 2.13876}
{"mode": "train", "epoch": 41, "iter": 1200, "lr": 0.0002, "memory": 10966, "data_time": 0.00991, "top1_acc": 0.57812, "top5_acc": 0.84141, "loss_cls": 1.55001, "loss": 1.55001, "grad_norm": 6.10205, "time": 1.94595}
{"mode": "train", "epoch": 41, "iter": 1220, "lr": 0.0002, "memory": 10966, "data_time": 0.00203, "top1_acc": 0.5668, "top5_acc": 0.85117, "loss_cls": 1.53746, "loss": 1.53746, "grad_norm": 5.94947, "time": 2.02297}
{"mode": "train", "epoch": 41, "iter": 1240, "lr": 0.0002, "memory": 10966, "data_time": 0.006, "top1_acc": 0.57383, "top5_acc": 0.82812, "loss_cls": 1.61286, "loss": 1.61286, "grad_norm": 6.07496, "time": 2.04851}
{"mode": "train", "epoch": 41, "iter": 1260, "lr": 0.0002, "memory": 10966, "data_time": 0.37791, "top1_acc": 0.55664, "top5_acc": 0.83438, "loss_cls": 1.59801, "loss": 1.59801, "grad_norm": 6.00452, "time": 2.12645}
{"mode": "train", "epoch": 41, "iter": 1280, "lr": 0.0002, "memory": 10966, "data_time": 0.00698, "top1_acc": 0.575, "top5_acc": 0.83984, "loss_cls": 1.56465, "loss": 1.56465, "grad_norm": 5.98876, "time": 1.99023}
{"mode": "train", "epoch": 41, "iter": 1300, "lr": 0.0002, "memory": 10966, "data_time": 0.00239, "top1_acc": 0.56914, "top5_acc": 0.83711, "loss_cls": 1.56006, "loss": 1.56006, "grad_norm": 5.93144, "time": 2.07202}
{"mode": "train", "epoch": 41, "iter": 1320, "lr": 0.0002, "memory": 10966, "data_time": 0.0025, "top1_acc": 0.56667, "top5_acc": 0.8377, "loss_cls": 1.57904, "loss": 1.57904, "grad_norm": 6.02448, "time": 1.81389}
{"mode": "val", "epoch": 41, "iter": 1320, "lr": 0.0002, "top1_acc": 0.31622, "top5_acc": 0.61299, "mean_class_accuracy": 0.25269}
{"mode": "train", "epoch": 42, "iter": 20, "lr": 0.0002, "memory": 10966, "data_time": 5.72696, "top1_acc": 0.58398, "top5_acc": 0.84648, "loss_cls": 1.5478, "loss": 1.5478, "grad_norm": 6.02775, "time": 6.35133}
{"mode": "train", "epoch": 42, "iter": 40, "lr": 0.0002, "memory": 10966, "data_time": 0.27035, "top1_acc": 0.57109, "top5_acc": 0.83711, "loss_cls": 1.55544, "loss": 1.55544, "grad_norm": 5.87845, "time": 2.15554}
{"mode": "train", "epoch": 42, "iter": 60, "lr": 0.0002, "memory": 10966, "data_time": 0.07764, "top1_acc": 0.56758, "top5_acc": 0.82969, "loss_cls": 1.63921, "loss": 1.63921, "grad_norm": 6.16339, "time": 2.0217}
{"mode": "train", "epoch": 42, "iter": 80, "lr": 0.0002, "memory": 10966, "data_time": 0.09268, "top1_acc": 0.55937, "top5_acc": 0.84062, "loss_cls": 1.5687, "loss": 1.5687, "grad_norm": 6.07932, "time": 2.13348}
{"mode": "train", "epoch": 42, "iter": 100, "lr": 0.0002, "memory": 10966, "data_time": 0.02726, "top1_acc": 0.56602, "top5_acc": 0.82422, "loss_cls": 1.60913, "loss": 1.60913, "grad_norm": 5.97369, "time": 2.08994}
{"mode": "train", "epoch": 42, "iter": 120, "lr": 0.0002, "memory": 10966, "data_time": 0.24558, "top1_acc": 0.57578, "top5_acc": 0.83203, "loss_cls": 1.54971, "loss": 1.54971, "grad_norm": 5.97287, "time": 1.98179}
{"mode": "train", "epoch": 42, "iter": 140, "lr": 0.0002, "memory": 10966, "data_time": 0.09218, "top1_acc": 0.5707, "top5_acc": 0.83516, "loss_cls": 1.58328, "loss": 1.58328, "grad_norm": 6.20931, "time": 2.05594}
{"mode": "train", "epoch": 42, "iter": 160, "lr": 0.0002, "memory": 10966, "data_time": 0.03727, "top1_acc": 0.58086, "top5_acc": 0.83125, "loss_cls": 1.5388, "loss": 1.5388, "grad_norm": 5.94162, "time": 1.97699}
{"mode": "train", "epoch": 42, "iter": 180, "lr": 0.0002, "memory": 10966, "data_time": 1.21119, "top1_acc": 0.55781, "top5_acc": 0.82383, "loss_cls": 1.63867, "loss": 1.63867, "grad_norm": 6.18163, "time": 2.13925}
{"mode": "train", "epoch": 42, "iter": 200, "lr": 0.0002, "memory": 10966, "data_time": 0.96562, "top1_acc": 0.56875, "top5_acc": 0.83281, "loss_cls": 1.58317, "loss": 1.58317, "grad_norm": 6.06703, "time": 2.02025}
{"mode": "train", "epoch": 42, "iter": 220, "lr": 0.0002, "memory": 10966, "data_time": 1.30891, "top1_acc": 0.56328, "top5_acc": 0.84375, "loss_cls": 1.5518, "loss": 1.5518, "grad_norm": 6.06037, "time": 2.17384}
{"mode": "train", "epoch": 42, "iter": 240, "lr": 0.0002, "memory": 10966, "data_time": 0.79656, "top1_acc": 0.56875, "top5_acc": 0.84414, "loss_cls": 1.54471, "loss": 1.54471, "grad_norm": 6.05818, "time": 1.952}
{"mode": "train", "epoch": 42, "iter": 260, "lr": 0.0002, "memory": 10966, "data_time": 0.83725, "top1_acc": 0.55859, "top5_acc": 0.82539, "loss_cls": 1.61089, "loss": 1.61089, "grad_norm": 6.12166, "time": 2.03149}
{"mode": "train", "epoch": 42, "iter": 280, "lr": 0.0002, "memory": 10966, "data_time": 1.30096, "top1_acc": 0.54844, "top5_acc": 0.82539, "loss_cls": 1.62285, "loss": 1.62285, "grad_norm": 6.21254, "time": 2.034}
{"mode": "train", "epoch": 42, "iter": 300, "lr": 0.0002, "memory": 10966, "data_time": 0.25205, "top1_acc": 0.58008, "top5_acc": 0.85273, "loss_cls": 1.53868, "loss": 1.53868, "grad_norm": 6.00411, "time": 2.09889}
{"mode": "train", "epoch": 42, "iter": 320, "lr": 0.0002, "memory": 10966, "data_time": 1.03198, "top1_acc": 0.57695, "top5_acc": 0.83906, "loss_cls": 1.54132, "loss": 1.54132, "grad_norm": 6.10487, "time": 1.9711}
{"mode": "train", "epoch": 42, "iter": 340, "lr": 0.0002, "memory": 10966, "data_time": 1.40813, "top1_acc": 0.575, "top5_acc": 0.83164, "loss_cls": 1.61151, "loss": 1.61151, "grad_norm": 6.14566, "time": 2.03918}
{"mode": "train", "epoch": 42, "iter": 360, "lr": 0.0002, "memory": 10966, "data_time": 1.22603, "top1_acc": 0.5832, "top5_acc": 0.84141, "loss_cls": 1.54433, "loss": 1.54433, "grad_norm": 5.96697, "time": 2.07202}
{"mode": "train", "epoch": 42, "iter": 380, "lr": 0.0002, "memory": 10966, "data_time": 0.92596, "top1_acc": 0.56484, "top5_acc": 0.83672, "loss_cls": 1.5875, "loss": 1.5875, "grad_norm": 6.17954, "time": 2.11748}
{"mode": "train", "epoch": 42, "iter": 400, "lr": 0.0002, "memory": 10966, "data_time": 1.25929, "top1_acc": 0.56953, "top5_acc": 0.84805, "loss_cls": 1.54171, "loss": 1.54171, "grad_norm": 6.13382, "time": 1.94845}
{"mode": "train", "epoch": 42, "iter": 420, "lr": 0.0002, "memory": 10966, "data_time": 0.30149, "top1_acc": 0.56836, "top5_acc": 0.83828, "loss_cls": 1.55558, "loss": 1.55558, "grad_norm": 6.04141, "time": 2.03084}
{"mode": "train", "epoch": 42, "iter": 440, "lr": 0.0002, "memory": 10966, "data_time": 1.39477, "top1_acc": 0.55352, "top5_acc": 0.82266, "loss_cls": 1.64146, "loss": 1.64146, "grad_norm": 6.19994, "time": 2.14031}
{"mode": "train", "epoch": 42, "iter": 460, "lr": 0.0002, "memory": 10966, "data_time": 0.93923, "top1_acc": 0.57734, "top5_acc": 0.8207, "loss_cls": 1.58284, "loss": 1.58284, "grad_norm": 6.01581, "time": 2.08536}
{"mode": "train", "epoch": 42, "iter": 480, "lr": 0.0002, "memory": 10966, "data_time": 0.37998, "top1_acc": 0.5707, "top5_acc": 0.83047, "loss_cls": 1.5777, "loss": 1.5777, "grad_norm": 6.13834, "time": 2.12717}
{"mode": "train", "epoch": 42, "iter": 500, "lr": 0.0002, "memory": 10966, "data_time": 0.52246, "top1_acc": 0.57148, "top5_acc": 0.83594, "loss_cls": 1.58005, "loss": 1.58005, "grad_norm": 6.12176, "time": 1.97667}
{"mode": "train", "epoch": 42, "iter": 520, "lr": 0.0002, "memory": 10966, "data_time": 0.4687, "top1_acc": 0.57109, "top5_acc": 0.82891, "loss_cls": 1.58921, "loss": 1.58921, "grad_norm": 6.14418, "time": 2.20303}
{"mode": "train", "epoch": 42, "iter": 540, "lr": 0.0002, "memory": 10966, "data_time": 0.00399, "top1_acc": 0.56523, "top5_acc": 0.83242, "loss_cls": 1.59651, "loss": 1.59651, "grad_norm": 6.11099, "time": 2.07764}
{"mode": "train", "epoch": 42, "iter": 560, "lr": 0.0002, "memory": 10966, "data_time": 0.00305, "top1_acc": 0.57227, "top5_acc": 0.83828, "loss_cls": 1.54858, "loss": 1.54858, "grad_norm": 5.99494, "time": 1.9815}
{"mode": "train", "epoch": 42, "iter": 580, "lr": 0.0002, "memory": 10966, "data_time": 0.25446, "top1_acc": 0.59023, "top5_acc": 0.84688, "loss_cls": 1.51591, "loss": 1.51591, "grad_norm": 5.97905, "time": 2.04379}
{"mode": "train", "epoch": 42, "iter": 600, "lr": 0.0002, "memory": 10966, "data_time": 1.20695, "top1_acc": 0.57891, "top5_acc": 0.84219, "loss_cls": 1.55405, "loss": 1.55405, "grad_norm": 6.01069, "time": 2.09369}
{"mode": "train", "epoch": 42, "iter": 620, "lr": 0.0002, "memory": 10966, "data_time": 0.04937, "top1_acc": 0.5832, "top5_acc": 0.84219, "loss_cls": 1.55703, "loss": 1.55703, "grad_norm": 6.11123, "time": 2.00748}
{"mode": "train", "epoch": 42, "iter": 640, "lr": 0.0002, "memory": 10966, "data_time": 0.45542, "top1_acc": 0.57148, "top5_acc": 0.8332, "loss_cls": 1.61192, "loss": 1.61192, "grad_norm": 6.3023, "time": 2.14006}
{"mode": "train", "epoch": 42, "iter": 660, "lr": 0.0002, "memory": 10966, "data_time": 1.35777, "top1_acc": 0.56758, "top5_acc": 0.84297, "loss_cls": 1.57947, "loss": 1.57947, "grad_norm": 6.22468, "time": 2.02792}
{"mode": "train", "epoch": 42, "iter": 680, "lr": 0.0002, "memory": 10966, "data_time": 1.47024, "top1_acc": 0.57188, "top5_acc": 0.84258, "loss_cls": 1.5754, "loss": 1.5754, "grad_norm": 6.15375, "time": 2.09163}
{"mode": "train", "epoch": 42, "iter": 700, "lr": 0.0002, "memory": 10966, "data_time": 1.22905, "top1_acc": 0.58359, "top5_acc": 0.84922, "loss_cls": 1.52571, "loss": 1.52571, "grad_norm": 5.89267, "time": 2.13936}
{"mode": "train", "epoch": 42, "iter": 720, "lr": 0.0002, "memory": 10966, "data_time": 0.0902, "top1_acc": 0.57773, "top5_acc": 0.83711, "loss_cls": 1.57241, "loss": 1.57241, "grad_norm": 6.11795, "time": 2.09419}
{"mode": "train", "epoch": 42, "iter": 740, "lr": 0.0002, "memory": 10966, "data_time": 0.20097, "top1_acc": 0.57109, "top5_acc": 0.84531, "loss_cls": 1.52971, "loss": 1.52971, "grad_norm": 5.80487, "time": 1.92075}
{"mode": "train", "epoch": 42, "iter": 760, "lr": 0.0002, "memory": 10966, "data_time": 0.10547, "top1_acc": 0.57148, "top5_acc": 0.83984, "loss_cls": 1.56197, "loss": 1.56197, "grad_norm": 6.04038, "time": 2.09676}
{"mode": "train", "epoch": 42, "iter": 780, "lr": 0.0002, "memory": 10966, "data_time": 0.00648, "top1_acc": 0.58398, "top5_acc": 0.84727, "loss_cls": 1.52677, "loss": 1.52677, "grad_norm": 6.06497, "time": 2.14579}
{"mode": "train", "epoch": 42, "iter": 800, "lr": 0.0002, "memory": 10966, "data_time": 0.11171, "top1_acc": 0.55937, "top5_acc": 0.83516, "loss_cls": 1.5863, "loss": 1.5863, "grad_norm": 6.16184, "time": 1.98796}
{"mode": "train", "epoch": 42, "iter": 820, "lr": 0.0002, "memory": 10966, "data_time": 0.29767, "top1_acc": 0.58477, "top5_acc": 0.84375, "loss_cls": 1.5274, "loss": 1.5274, "grad_norm": 5.91154, "time": 2.09899}
{"mode": "train", "epoch": 42, "iter": 840, "lr": 0.0002, "memory": 10966, "data_time": 0.29709, "top1_acc": 0.55937, "top5_acc": 0.84336, "loss_cls": 1.5698, "loss": 1.5698, "grad_norm": 6.04992, "time": 2.10744}
{"mode": "train", "epoch": 42, "iter": 860, "lr": 0.0002, "memory": 10966, "data_time": 0.00374, "top1_acc": 0.58789, "top5_acc": 0.84141, "loss_cls": 1.53912, "loss": 1.53912, "grad_norm": 6.1349, "time": 2.07369}
{"mode": "train", "epoch": 42, "iter": 880, "lr": 0.0002, "memory": 10966, "data_time": 0.10452, "top1_acc": 0.57422, "top5_acc": 0.8375, "loss_cls": 1.53926, "loss": 1.53926, "grad_norm": 6.04342, "time": 1.93062}
{"mode": "train", "epoch": 42, "iter": 900, "lr": 0.0002, "memory": 10966, "data_time": 0.67238, "top1_acc": 0.57344, "top5_acc": 0.83086, "loss_cls": 1.56885, "loss": 1.56885, "grad_norm": 6.07673, "time": 2.16475}
{"mode": "train", "epoch": 42, "iter": 920, "lr": 0.0002, "memory": 10966, "data_time": 0.80664, "top1_acc": 0.58594, "top5_acc": 0.84453, "loss_cls": 1.5082, "loss": 1.5082, "grad_norm": 5.95072, "time": 2.03272}
{"mode": "train", "epoch": 42, "iter": 940, "lr": 0.0002, "memory": 10966, "data_time": 0.76086, "top1_acc": 0.57461, "top5_acc": 0.83008, "loss_cls": 1.59853, "loss": 1.59853, "grad_norm": 6.17892, "time": 2.12328}
{"mode": "train", "epoch": 42, "iter": 960, "lr": 0.0002, "memory": 10966, "data_time": 0.07967, "top1_acc": 0.58867, "top5_acc": 0.85859, "loss_cls": 1.50543, "loss": 1.50543, "grad_norm": 6.01644, "time": 2.02795}
{"mode": "train", "epoch": 42, "iter": 980, "lr": 0.0002, "memory": 10966, "data_time": 0.00821, "top1_acc": 0.56797, "top5_acc": 0.83711, "loss_cls": 1.57977, "loss": 1.57977, "grad_norm": 6.09853, "time": 2.10292}
{"mode": "train", "epoch": 42, "iter": 1000, "lr": 0.0002, "memory": 10966, "data_time": 0.79894, "top1_acc": 0.5793, "top5_acc": 0.83633, "loss_cls": 1.55764, "loss": 1.55764, "grad_norm": 6.03054, "time": 2.07856}
{"mode": "train", "epoch": 42, "iter": 1020, "lr": 0.0002, "memory": 10966, "data_time": 1.46892, "top1_acc": 0.57852, "top5_acc": 0.84141, "loss_cls": 1.55905, "loss": 1.55905, "grad_norm": 5.94714, "time": 2.03321}
{"mode": "train", "epoch": 42, "iter": 1040, "lr": 0.0002, "memory": 10966, "data_time": 1.11942, "top1_acc": 0.57461, "top5_acc": 0.83672, "loss_cls": 1.57206, "loss": 1.57206, "grad_norm": 5.9907, "time": 2.04072}
{"mode": "train", "epoch": 42, "iter": 1060, "lr": 0.0002, "memory": 10966, "data_time": 0.74244, "top1_acc": 0.56914, "top5_acc": 0.83828, "loss_cls": 1.57454, "loss": 1.57454, "grad_norm": 6.1165, "time": 2.08199}
{"mode": "train", "epoch": 42, "iter": 1080, "lr": 0.0002, "memory": 10966, "data_time": 0.41362, "top1_acc": 0.57852, "top5_acc": 0.83516, "loss_cls": 1.57503, "loss": 1.57503, "grad_norm": 6.09561, "time": 1.99247}
{"mode": "train", "epoch": 42, "iter": 1100, "lr": 0.0002, "memory": 10966, "data_time": 0.00465, "top1_acc": 0.57578, "top5_acc": 0.83867, "loss_cls": 1.57945, "loss": 1.57945, "grad_norm": 6.17154, "time": 2.13165}
{"mode": "train", "epoch": 42, "iter": 1120, "lr": 0.0002, "memory": 10966, "data_time": 0.00411, "top1_acc": 0.56914, "top5_acc": 0.84023, "loss_cls": 1.56304, "loss": 1.56304, "grad_norm": 6.09475, "time": 1.99838}
{"mode": "train", "epoch": 42, "iter": 1140, "lr": 0.0002, "memory": 10966, "data_time": 0.11877, "top1_acc": 0.56445, "top5_acc": 0.83516, "loss_cls": 1.58925, "loss": 1.58925, "grad_norm": 6.1929, "time": 2.01867}
{"mode": "train", "epoch": 42, "iter": 1160, "lr": 0.0002, "memory": 10966, "data_time": 0.98309, "top1_acc": 0.54297, "top5_acc": 0.81914, "loss_cls": 1.66788, "loss": 1.66788, "grad_norm": 6.24015, "time": 2.1163}
{"mode": "train", "epoch": 42, "iter": 1180, "lr": 0.0002, "memory": 10966, "data_time": 1.37298, "top1_acc": 0.56914, "top5_acc": 0.84297, "loss_cls": 1.54839, "loss": 1.54839, "grad_norm": 6.03148, "time": 1.98271}
{"mode": "train", "epoch": 42, "iter": 1200, "lr": 0.0002, "memory": 10966, "data_time": 0.59897, "top1_acc": 0.57539, "top5_acc": 0.84141, "loss_cls": 1.56547, "loss": 1.56547, "grad_norm": 6.18216, "time": 2.18722}
{"mode": "train", "epoch": 42, "iter": 1220, "lr": 0.0002, "memory": 10966, "data_time": 0.00303, "top1_acc": 0.57852, "top5_acc": 0.84648, "loss_cls": 1.51938, "loss": 1.51938, "grad_norm": 6.02683, "time": 2.04866}
{"mode": "train", "epoch": 42, "iter": 1240, "lr": 0.0002, "memory": 10966, "data_time": 0.00317, "top1_acc": 0.57617, "top5_acc": 0.83945, "loss_cls": 1.56349, "loss": 1.56349, "grad_norm": 6.08879, "time": 1.96704}
{"mode": "train", "epoch": 42, "iter": 1260, "lr": 0.0002, "memory": 10966, "data_time": 0.00434, "top1_acc": 0.57461, "top5_acc": 0.82578, "loss_cls": 1.57853, "loss": 1.57853, "grad_norm": 6.17764, "time": 2.17103}
{"mode": "train", "epoch": 42, "iter": 1280, "lr": 0.0002, "memory": 10966, "data_time": 0.18344, "top1_acc": 0.56406, "top5_acc": 0.84336, "loss_cls": 1.57067, "loss": 1.57067, "grad_norm": 6.08607, "time": 2.13733}
{"mode": "train", "epoch": 42, "iter": 1300, "lr": 0.0002, "memory": 10966, "data_time": 0.54398, "top1_acc": 0.55781, "top5_acc": 0.83242, "loss_cls": 1.58746, "loss": 1.58746, "grad_norm": 6.13896, "time": 1.95175}
{"mode": "train", "epoch": 42, "iter": 1320, "lr": 0.0002, "memory": 10966, "data_time": 0.00496, "top1_acc": 0.58095, "top5_acc": 0.83968, "loss_cls": 1.54689, "loss": 1.54689, "grad_norm": 6.17251, "time": 1.83926}
{"mode": "val", "epoch": 42, "iter": 1320, "lr": 0.0002, "top1_acc": 0.31545, "top5_acc": 0.61658, "mean_class_accuracy": 0.2519}
{"mode": "train", "epoch": 43, "iter": 20, "lr": 0.0002, "memory": 10966, "data_time": 4.56785, "top1_acc": 0.54727, "top5_acc": 0.83438, "loss_cls": 1.60855, "loss": 1.60855, "grad_norm": 6.17287, "time": 6.68761}
{"mode": "train", "epoch": 43, "iter": 40, "lr": 0.0002, "memory": 10966, "data_time": 0.00865, "top1_acc": 0.59766, "top5_acc": 0.83906, "loss_cls": 1.50923, "loss": 1.50923, "grad_norm": 5.97686, "time": 1.9949}
{"mode": "train", "epoch": 43, "iter": 60, "lr": 0.0002, "memory": 10966, "data_time": 0.03688, "top1_acc": 0.58359, "top5_acc": 0.83945, "loss_cls": 1.55909, "loss": 1.55909, "grad_norm": 6.06429, "time": 2.01333}
{"mode": "train", "epoch": 43, "iter": 80, "lr": 0.0002, "memory": 10966, "data_time": 0.2288, "top1_acc": 0.5957, "top5_acc": 0.83555, "loss_cls": 1.52225, "loss": 1.52225, "grad_norm": 5.91816, "time": 2.12042}
{"mode": "train", "epoch": 43, "iter": 100, "lr": 0.0002, "memory": 10966, "data_time": 1.07552, "top1_acc": 0.58008, "top5_acc": 0.8543, "loss_cls": 1.5293, "loss": 1.5293, "grad_norm": 6.16121, "time": 1.98242}
{"mode": "train", "epoch": 43, "iter": 120, "lr": 0.0002, "memory": 10966, "data_time": 0.34184, "top1_acc": 0.59414, "top5_acc": 0.84844, "loss_cls": 1.50214, "loss": 1.50214, "grad_norm": 5.93858, "time": 2.08039}
{"mode": "train", "epoch": 43, "iter": 140, "lr": 0.0002, "memory": 10966, "data_time": 0.02086, "top1_acc": 0.58086, "top5_acc": 0.84414, "loss_cls": 1.55293, "loss": 1.55293, "grad_norm": 6.04484, "time": 2.08513}
{"mode": "train", "epoch": 43, "iter": 160, "lr": 0.0002, "memory": 10966, "data_time": 0.29963, "top1_acc": 0.58008, "top5_acc": 0.85039, "loss_cls": 1.51166, "loss": 1.51166, "grad_norm": 5.97782, "time": 2.03221}
{"mode": "train", "epoch": 43, "iter": 180, "lr": 0.0002, "memory": 10966, "data_time": 0.09913, "top1_acc": 0.58789, "top5_acc": 0.8457, "loss_cls": 1.54065, "loss": 1.54065, "grad_norm": 5.99327, "time": 2.01083}
{"mode": "train", "epoch": 43, "iter": 200, "lr": 0.0002, "memory": 10966, "data_time": 0.00563, "top1_acc": 0.56875, "top5_acc": 0.83555, "loss_cls": 1.57527, "loss": 1.57527, "grad_norm": 6.21702, "time": 2.1604}
{"mode": "train", "epoch": 43, "iter": 220, "lr": 0.0002, "memory": 10966, "data_time": 0.012, "top1_acc": 0.58125, "top5_acc": 0.83945, "loss_cls": 1.55528, "loss": 1.55528, "grad_norm": 6.16383, "time": 1.9865}
{"mode": "train", "epoch": 43, "iter": 240, "lr": 0.0002, "memory": 10966, "data_time": 0.06152, "top1_acc": 0.57734, "top5_acc": 0.83125, "loss_cls": 1.57865, "loss": 1.57865, "grad_norm": 6.13842, "time": 2.22648}
{"mode": "train", "epoch": 43, "iter": 260, "lr": 0.0002, "memory": 10966, "data_time": 0.00697, "top1_acc": 0.56328, "top5_acc": 0.83594, "loss_cls": 1.61559, "loss": 1.61559, "grad_norm": 6.22205, "time": 2.04378}
{"mode": "train", "epoch": 43, "iter": 280, "lr": 0.0002, "memory": 10966, "data_time": 0.0049, "top1_acc": 0.57266, "top5_acc": 0.8418, "loss_cls": 1.57915, "loss": 1.57915, "grad_norm": 6.09807, "time": 2.03296}
{"mode": "train", "epoch": 43, "iter": 300, "lr": 0.0002, "memory": 10966, "data_time": 0.00587, "top1_acc": 0.56133, "top5_acc": 0.8332, "loss_cls": 1.59444, "loss": 1.59444, "grad_norm": 6.23777, "time": 1.98786}
{"mode": "train", "epoch": 43, "iter": 320, "lr": 0.0002, "memory": 10966, "data_time": 0.00459, "top1_acc": 0.57461, "top5_acc": 0.84023, "loss_cls": 1.55357, "loss": 1.55357, "grad_norm": 5.89847, "time": 2.1125}
{"mode": "train", "epoch": 43, "iter": 340, "lr": 0.0002, "memory": 10966, "data_time": 0.0052, "top1_acc": 0.59258, "top5_acc": 0.85859, "loss_cls": 1.49856, "loss": 1.49856, "grad_norm": 6.0177, "time": 2.03951}
{"mode": "train", "epoch": 43, "iter": 360, "lr": 0.0002, "memory": 10966, "data_time": 0.24037, "top1_acc": 0.58828, "top5_acc": 0.83984, "loss_cls": 1.53867, "loss": 1.53867, "grad_norm": 6.07412, "time": 2.09712}
{"mode": "train", "epoch": 43, "iter": 380, "lr": 0.0002, "memory": 10966, "data_time": 0.01249, "top1_acc": 0.56953, "top5_acc": 0.83945, "loss_cls": 1.56149, "loss": 1.56149, "grad_norm": 6.11953, "time": 2.00849}
{"mode": "train", "epoch": 43, "iter": 400, "lr": 0.0002, "memory": 10966, "data_time": 0.0038, "top1_acc": 0.5625, "top5_acc": 0.83828, "loss_cls": 1.57537, "loss": 1.57537, "grad_norm": 6.07099, "time": 2.10554}
{"mode": "train", "epoch": 43, "iter": 420, "lr": 0.0002, "memory": 10966, "data_time": 0.21172, "top1_acc": 0.56836, "top5_acc": 0.83984, "loss_cls": 1.55778, "loss": 1.55778, "grad_norm": 6.11751, "time": 2.04627}
{"mode": "train", "epoch": 43, "iter": 440, "lr": 0.0002, "memory": 10966, "data_time": 0.1166, "top1_acc": 0.5707, "top5_acc": 0.82891, "loss_cls": 1.60798, "loss": 1.60798, "grad_norm": 6.16856, "time": 2.05122}
{"mode": "train", "epoch": 43, "iter": 460, "lr": 0.0002, "memory": 10966, "data_time": 0.07246, "top1_acc": 0.56211, "top5_acc": 0.84102, "loss_cls": 1.61107, "loss": 1.61107, "grad_norm": 6.25052, "time": 2.06932}
{"mode": "train", "epoch": 43, "iter": 480, "lr": 0.0002, "memory": 10966, "data_time": 0.01388, "top1_acc": 0.58203, "top5_acc": 0.83867, "loss_cls": 1.54666, "loss": 1.54666, "grad_norm": 6.11416, "time": 2.15817}
{"mode": "train", "epoch": 43, "iter": 500, "lr": 0.0002, "memory": 10966, "data_time": 0.25896, "top1_acc": 0.57031, "top5_acc": 0.83789, "loss_cls": 1.57706, "loss": 1.57706, "grad_norm": 6.23698, "time": 1.9308}
{"mode": "train", "epoch": 43, "iter": 520, "lr": 0.0002, "memory": 10966, "data_time": 0.00445, "top1_acc": 0.57773, "top5_acc": 0.84609, "loss_cls": 1.54725, "loss": 1.54725, "grad_norm": 6.18075, "time": 2.07926}
{"mode": "train", "epoch": 43, "iter": 540, "lr": 0.0002, "memory": 10966, "data_time": 0.04078, "top1_acc": 0.57656, "top5_acc": 0.83906, "loss_cls": 1.5838, "loss": 1.5838, "grad_norm": 6.13627, "time": 2.03489}
{"mode": "train", "epoch": 43, "iter": 560, "lr": 0.0002, "memory": 10966, "data_time": 0.00295, "top1_acc": 0.56992, "top5_acc": 0.82109, "loss_cls": 1.58657, "loss": 1.58657, "grad_norm": 6.22259, "time": 2.11984}
{"mode": "train", "epoch": 43, "iter": 580, "lr": 0.0002, "memory": 10966, "data_time": 0.00521, "top1_acc": 0.57734, "top5_acc": 0.86211, "loss_cls": 1.48419, "loss": 1.48419, "grad_norm": 5.96529, "time": 1.92055}
{"mode": "train", "epoch": 43, "iter": 600, "lr": 0.0002, "memory": 10966, "data_time": 0.00271, "top1_acc": 0.56367, "top5_acc": 0.82617, "loss_cls": 1.63548, "loss": 1.63548, "grad_norm": 6.29331, "time": 2.0263}
{"mode": "train", "epoch": 43, "iter": 620, "lr": 0.0002, "memory": 10966, "data_time": 0.00338, "top1_acc": 0.58711, "top5_acc": 0.83672, "loss_cls": 1.54212, "loss": 1.54212, "grad_norm": 6.0092, "time": 2.08136}
{"mode": "train", "epoch": 43, "iter": 640, "lr": 0.0002, "memory": 10966, "data_time": 0.0026, "top1_acc": 0.57148, "top5_acc": 0.8375, "loss_cls": 1.58832, "loss": 1.58832, "grad_norm": 6.255, "time": 2.00347}
{"mode": "train", "epoch": 43, "iter": 660, "lr": 0.0002, "memory": 10966, "data_time": 0.21133, "top1_acc": 0.56172, "top5_acc": 0.83633, "loss_cls": 1.59424, "loss": 1.59424, "grad_norm": 6.27113, "time": 1.98664}
{"mode": "train", "epoch": 43, "iter": 680, "lr": 0.0002, "memory": 10966, "data_time": 0.09784, "top1_acc": 0.56563, "top5_acc": 0.8375, "loss_cls": 1.58834, "loss": 1.58834, "grad_norm": 6.16794, "time": 2.12419}
{"mode": "train", "epoch": 43, "iter": 700, "lr": 0.0002, "memory": 10966, "data_time": 0.00466, "top1_acc": 0.57188, "top5_acc": 0.83008, "loss_cls": 1.58779, "loss": 1.58779, "grad_norm": 6.07824, "time": 1.99977}
{"mode": "train", "epoch": 43, "iter": 720, "lr": 0.0002, "memory": 10966, "data_time": 0.19668, "top1_acc": 0.56406, "top5_acc": 0.83477, "loss_cls": 1.60157, "loss": 1.60157, "grad_norm": 6.17609, "time": 2.0304}
{"mode": "train", "epoch": 43, "iter": 740, "lr": 0.0002, "memory": 10966, "data_time": 0.07557, "top1_acc": 0.58086, "top5_acc": 0.84883, "loss_cls": 1.53077, "loss": 1.53077, "grad_norm": 5.95994, "time": 1.9766}
{"mode": "train", "epoch": 43, "iter": 760, "lr": 0.0002, "memory": 10966, "data_time": 0.24284, "top1_acc": 0.57422, "top5_acc": 0.83242, "loss_cls": 1.56549, "loss": 1.56549, "grad_norm": 6.01758, "time": 2.12883}
{"mode": "train", "epoch": 43, "iter": 780, "lr": 0.0002, "memory": 10966, "data_time": 0.00236, "top1_acc": 0.57969, "top5_acc": 0.84727, "loss_cls": 1.51931, "loss": 1.51931, "grad_norm": 5.98454, "time": 2.1127}
{"mode": "train", "epoch": 43, "iter": 800, "lr": 0.0002, "memory": 10966, "data_time": 0.345, "top1_acc": 0.56914, "top5_acc": 0.83711, "loss_cls": 1.58003, "loss": 1.58003, "grad_norm": 6.1454, "time": 2.10795}
{"mode": "train", "epoch": 43, "iter": 820, "lr": 0.0002, "memory": 10966, "data_time": 0.21309, "top1_acc": 0.57734, "top5_acc": 0.83359, "loss_cls": 1.55592, "loss": 1.55592, "grad_norm": 6.11691, "time": 2.01733}
{"mode": "train", "epoch": 43, "iter": 840, "lr": 0.0002, "memory": 10966, "data_time": 0.33666, "top1_acc": 0.56797, "top5_acc": 0.82617, "loss_cls": 1.60063, "loss": 1.60063, "grad_norm": 6.08001, "time": 2.06092}
{"mode": "train", "epoch": 43, "iter": 860, "lr": 0.0002, "memory": 10966, "data_time": 0.3399, "top1_acc": 0.56016, "top5_acc": 0.8332, "loss_cls": 1.59068, "loss": 1.59068, "grad_norm": 6.18119, "time": 2.08264}
{"mode": "train", "epoch": 43, "iter": 880, "lr": 0.0002, "memory": 10966, "data_time": 0.88487, "top1_acc": 0.57266, "top5_acc": 0.84414, "loss_cls": 1.55528, "loss": 1.55528, "grad_norm": 6.1311, "time": 1.9961}
{"mode": "train", "epoch": 43, "iter": 900, "lr": 0.0002, "memory": 10966, "data_time": 0.07309, "top1_acc": 0.55937, "top5_acc": 0.8375, "loss_cls": 1.57517, "loss": 1.57517, "grad_norm": 6.08687, "time": 2.04193}
{"mode": "train", "epoch": 43, "iter": 920, "lr": 0.0002, "memory": 10966, "data_time": 0.00438, "top1_acc": 0.57891, "top5_acc": 0.84414, "loss_cls": 1.54452, "loss": 1.54452, "grad_norm": 6.26467, "time": 2.12861}
{"mode": "train", "epoch": 43, "iter": 940, "lr": 0.0002, "memory": 10966, "data_time": 0.39548, "top1_acc": 0.5582, "top5_acc": 0.83633, "loss_cls": 1.61808, "loss": 1.61808, "grad_norm": 6.20535, "time": 2.0174}
{"mode": "train", "epoch": 43, "iter": 960, "lr": 0.0002, "memory": 10966, "data_time": 0.00298, "top1_acc": 0.58125, "top5_acc": 0.84883, "loss_cls": 1.51667, "loss": 1.51667, "grad_norm": 6.07425, "time": 1.97855}
{"mode": "train", "epoch": 43, "iter": 980, "lr": 0.0002, "memory": 10966, "data_time": 0.00302, "top1_acc": 0.56875, "top5_acc": 0.83242, "loss_cls": 1.5989, "loss": 1.5989, "grad_norm": 6.22486, "time": 2.10409}
{"mode": "train", "epoch": 43, "iter": 1000, "lr": 0.0002, "memory": 10966, "data_time": 0.30694, "top1_acc": 0.58242, "top5_acc": 0.84414, "loss_cls": 1.53353, "loss": 1.53353, "grad_norm": 6.14796, "time": 2.04315}
{"mode": "train", "epoch": 43, "iter": 1020, "lr": 0.0002, "memory": 10966, "data_time": 0.00318, "top1_acc": 0.57148, "top5_acc": 0.84219, "loss_cls": 1.58871, "loss": 1.58871, "grad_norm": 6.20055, "time": 2.12902}
{"mode": "train", "epoch": 43, "iter": 1040, "lr": 0.0002, "memory": 10966, "data_time": 0.00432, "top1_acc": 0.57734, "top5_acc": 0.84453, "loss_cls": 1.51484, "loss": 1.51484, "grad_norm": 6.00913, "time": 1.99818}
{"mode": "train", "epoch": 43, "iter": 1060, "lr": 0.0002, "memory": 10966, "data_time": 0.00578, "top1_acc": 0.59844, "top5_acc": 0.84688, "loss_cls": 1.50286, "loss": 1.50286, "grad_norm": 5.93828, "time": 2.16293}
{"mode": "train", "epoch": 43, "iter": 1080, "lr": 0.0002, "memory": 10966, "data_time": 0.00422, "top1_acc": 0.57812, "top5_acc": 0.84102, "loss_cls": 1.55621, "loss": 1.55621, "grad_norm": 5.98311, "time": 2.0058}
{"mode": "train", "epoch": 43, "iter": 1100, "lr": 0.0002, "memory": 10966, "data_time": 0.05521, "top1_acc": 0.5832, "top5_acc": 0.83906, "loss_cls": 1.53913, "loss": 1.53913, "grad_norm": 6.08827, "time": 2.01938}
{"mode": "train", "epoch": 43, "iter": 1120, "lr": 0.0002, "memory": 10966, "data_time": 0.00287, "top1_acc": 0.55625, "top5_acc": 0.83281, "loss_cls": 1.62508, "loss": 1.62508, "grad_norm": 6.32268, "time": 2.0999}
{"mode": "train", "epoch": 43, "iter": 1140, "lr": 0.0002, "memory": 10966, "data_time": 0.01698, "top1_acc": 0.57734, "top5_acc": 0.83555, "loss_cls": 1.56796, "loss": 1.56796, "grad_norm": 6.23565, "time": 2.04329}
{"mode": "train", "epoch": 43, "iter": 1160, "lr": 0.0002, "memory": 10966, "data_time": 0.01804, "top1_acc": 0.55703, "top5_acc": 0.83945, "loss_cls": 1.58696, "loss": 1.58696, "grad_norm": 6.29225, "time": 2.10381}
{"mode": "train", "epoch": 43, "iter": 1180, "lr": 0.0002, "memory": 10966, "data_time": 0.00556, "top1_acc": 0.57109, "top5_acc": 0.84023, "loss_cls": 1.55742, "loss": 1.55742, "grad_norm": 6.12428, "time": 1.98218}
{"mode": "train", "epoch": 43, "iter": 1200, "lr": 0.0002, "memory": 10966, "data_time": 0.00294, "top1_acc": 0.5832, "top5_acc": 0.84922, "loss_cls": 1.52112, "loss": 1.52112, "grad_norm": 6.07629, "time": 2.1037}
{"mode": "train", "epoch": 43, "iter": 1220, "lr": 0.0002, "memory": 10966, "data_time": 0.00603, "top1_acc": 0.55, "top5_acc": 0.83281, "loss_cls": 1.61717, "loss": 1.61717, "grad_norm": 6.31995, "time": 2.00345}
{"mode": "train", "epoch": 43, "iter": 1240, "lr": 0.0002, "memory": 10966, "data_time": 0.10873, "top1_acc": 0.56719, "top5_acc": 0.84062, "loss_cls": 1.57331, "loss": 1.57331, "grad_norm": 6.18744, "time": 2.11335}
{"mode": "train", "epoch": 43, "iter": 1260, "lr": 0.0002, "memory": 10966, "data_time": 0.00172, "top1_acc": 0.57383, "top5_acc": 0.84023, "loss_cls": 1.54838, "loss": 1.54838, "grad_norm": 6.13581, "time": 1.98415}
{"mode": "train", "epoch": 43, "iter": 1280, "lr": 0.0002, "memory": 10966, "data_time": 0.00563, "top1_acc": 0.56484, "top5_acc": 0.84414, "loss_cls": 1.5687, "loss": 1.5687, "grad_norm": 6.22744, "time": 2.11197}
{"mode": "train", "epoch": 43, "iter": 1300, "lr": 0.0002, "memory": 10966, "data_time": 0.80935, "top1_acc": 0.57031, "top5_acc": 0.84258, "loss_cls": 1.57242, "loss": 1.57242, "grad_norm": 6.16044, "time": 2.03768}
{"mode": "train", "epoch": 43, "iter": 1320, "lr": 0.0002, "memory": 10966, "data_time": 0.44345, "top1_acc": 0.57381, "top5_acc": 0.83413, "loss_cls": 1.56475, "loss": 1.56475, "grad_norm": 6.07013, "time": 1.87277}
{"mode": "val", "epoch": 43, "iter": 1320, "lr": 0.0002, "top1_acc": 0.31513, "top5_acc": 0.61476, "mean_class_accuracy": 0.25202}
{"mode": "train", "epoch": 44, "iter": 20, "lr": 0.0002, "memory": 10966, "data_time": 5.07865, "top1_acc": 0.57305, "top5_acc": 0.84492, "loss_cls": 1.52349, "loss": 1.52349, "grad_norm": 6.19977, "time": 6.87731}
{"mode": "train", "epoch": 44, "iter": 40, "lr": 0.0002, "memory": 10966, "data_time": 0.24377, "top1_acc": 0.57344, "top5_acc": 0.83789, "loss_cls": 1.59324, "loss": 1.59324, "grad_norm": 6.14103, "time": 2.0254}
{"mode": "train", "epoch": 44, "iter": 60, "lr": 0.0002, "memory": 10966, "data_time": 1.5287, "top1_acc": 0.55742, "top5_acc": 0.83711, "loss_cls": 1.5934, "loss": 1.5934, "grad_norm": 6.09591, "time": 2.08852}
{"mode": "train", "epoch": 44, "iter": 80, "lr": 0.0002, "memory": 10966, "data_time": 1.08692, "top1_acc": 0.5793, "top5_acc": 0.83906, "loss_cls": 1.55706, "loss": 1.55706, "grad_norm": 6.14436, "time": 2.08223}
{"mode": "train", "epoch": 44, "iter": 100, "lr": 0.0002, "memory": 10966, "data_time": 0.01126, "top1_acc": 0.56797, "top5_acc": 0.84141, "loss_cls": 1.5716, "loss": 1.5716, "grad_norm": 6.26669, "time": 2.16915}
{"mode": "train", "epoch": 44, "iter": 120, "lr": 0.0002, "memory": 10966, "data_time": 0.08285, "top1_acc": 0.58594, "top5_acc": 0.85508, "loss_cls": 1.50641, "loss": 1.50641, "grad_norm": 5.99658, "time": 1.93669}
{"mode": "train", "epoch": 44, "iter": 140, "lr": 0.0002, "memory": 10966, "data_time": 0.07128, "top1_acc": 0.57148, "top5_acc": 0.83516, "loss_cls": 1.5708, "loss": 1.5708, "grad_norm": 6.24311, "time": 2.01589}
{"mode": "train", "epoch": 44, "iter": 160, "lr": 0.0002, "memory": 10966, "data_time": 0.05667, "top1_acc": 0.59531, "top5_acc": 0.85391, "loss_cls": 1.48073, "loss": 1.48073, "grad_norm": 5.94052, "time": 2.12313}
{"mode": "train", "epoch": 44, "iter": 180, "lr": 0.0002, "memory": 10966, "data_time": 0.39266, "top1_acc": 0.57852, "top5_acc": 0.83594, "loss_cls": 1.55663, "loss": 1.55663, "grad_norm": 6.20571, "time": 2.01236}
{"mode": "train", "epoch": 44, "iter": 200, "lr": 0.0002, "memory": 10966, "data_time": 1.45436, "top1_acc": 0.57266, "top5_acc": 0.84258, "loss_cls": 1.55434, "loss": 1.55434, "grad_norm": 6.08845, "time": 2.1226}
{"mode": "train", "epoch": 44, "iter": 220, "lr": 0.0002, "memory": 10966, "data_time": 0.81866, "top1_acc": 0.56836, "top5_acc": 0.84727, "loss_cls": 1.53812, "loss": 1.53812, "grad_norm": 6.0078, "time": 1.9705}
{"mode": "train", "epoch": 44, "iter": 240, "lr": 0.0002, "memory": 10966, "data_time": 0.07411, "top1_acc": 0.56055, "top5_acc": 0.82812, "loss_cls": 1.61868, "loss": 1.61868, "grad_norm": 6.37184, "time": 2.10122}
{"mode": "train", "epoch": 44, "iter": 260, "lr": 0.0002, "memory": 10966, "data_time": 0.00422, "top1_acc": 0.56836, "top5_acc": 0.84336, "loss_cls": 1.57246, "loss": 1.57246, "grad_norm": 6.17836, "time": 2.0346}
{"mode": "train", "epoch": 44, "iter": 280, "lr": 0.0002, "memory": 10966, "data_time": 0.00463, "top1_acc": 0.58945, "top5_acc": 0.85039, "loss_cls": 1.51086, "loss": 1.51086, "grad_norm": 5.97568, "time": 2.10145}
{"mode": "train", "epoch": 44, "iter": 300, "lr": 0.0002, "memory": 10966, "data_time": 0.00667, "top1_acc": 0.56563, "top5_acc": 0.84219, "loss_cls": 1.54811, "loss": 1.54811, "grad_norm": 6.19744, "time": 1.94926}
{"mode": "train", "epoch": 44, "iter": 320, "lr": 0.0002, "memory": 10966, "data_time": 0.0064, "top1_acc": 0.57305, "top5_acc": 0.85078, "loss_cls": 1.55446, "loss": 1.55446, "grad_norm": 6.17952, "time": 2.17592}
{"mode": "train", "epoch": 44, "iter": 340, "lr": 0.0002, "memory": 10966, "data_time": 0.00625, "top1_acc": 0.57773, "top5_acc": 0.84688, "loss_cls": 1.52782, "loss": 1.52782, "grad_norm": 6.00849, "time": 1.97371}
{"mode": "train", "epoch": 44, "iter": 360, "lr": 0.0002, "memory": 10966, "data_time": 1.34398, "top1_acc": 0.57461, "top5_acc": 0.8418, "loss_cls": 1.57896, "loss": 1.57896, "grad_norm": 6.10512, "time": 2.29284}
{"mode": "train", "epoch": 44, "iter": 380, "lr": 0.0002, "memory": 10966, "data_time": 0.70796, "top1_acc": 0.58555, "top5_acc": 0.84258, "loss_cls": 1.51903, "loss": 1.51903, "grad_norm": 6.12913, "time": 1.93539}
{"mode": "train", "epoch": 44, "iter": 400, "lr": 0.0002, "memory": 10966, "data_time": 0.22684, "top1_acc": 0.57344, "top5_acc": 0.83828, "loss_cls": 1.56989, "loss": 1.56989, "grad_norm": 6.16991, "time": 2.04649}
{"mode": "train", "epoch": 44, "iter": 420, "lr": 0.0002, "memory": 10966, "data_time": 0.00415, "top1_acc": 0.56055, "top5_acc": 0.83594, "loss_cls": 1.58884, "loss": 1.58884, "grad_norm": 6.34519, "time": 2.2087}
{"mode": "train", "epoch": 44, "iter": 440, "lr": 0.0002, "memory": 10966, "data_time": 0.40882, "top1_acc": 0.5793, "top5_acc": 0.84102, "loss_cls": 1.56083, "loss": 1.56083, "grad_norm": 6.09015, "time": 2.01268}
{"mode": "train", "epoch": 44, "iter": 460, "lr": 0.0002, "memory": 10966, "data_time": 1.18206, "top1_acc": 0.56523, "top5_acc": 0.82539, "loss_cls": 1.61947, "loss": 1.61947, "grad_norm": 6.28734, "time": 2.06498}
{"mode": "train", "epoch": 44, "iter": 480, "lr": 0.0002, "memory": 10966, "data_time": 0.16534, "top1_acc": 0.57266, "top5_acc": 0.83711, "loss_cls": 1.55134, "loss": 1.55134, "grad_norm": 6.16171, "time": 2.04227}
{"mode": "train", "epoch": 44, "iter": 500, "lr": 0.0002, "memory": 10966, "data_time": 0.01343, "top1_acc": 0.5707, "top5_acc": 0.84531, "loss_cls": 1.58216, "loss": 1.58216, "grad_norm": 6.20014, "time": 2.23227}
{"mode": "train", "epoch": 44, "iter": 520, "lr": 0.0002, "memory": 10966, "data_time": 0.17046, "top1_acc": 0.58047, "top5_acc": 0.84648, "loss_cls": 1.5398, "loss": 1.5398, "grad_norm": 6.13899, "time": 1.99054}
{"mode": "train", "epoch": 44, "iter": 540, "lr": 0.0002, "memory": 10966, "data_time": 0.22724, "top1_acc": 0.57852, "top5_acc": 0.83672, "loss_cls": 1.5432, "loss": 1.5432, "grad_norm": 6.18964, "time": 1.98978}
{"mode": "train", "epoch": 44, "iter": 560, "lr": 0.0002, "memory": 10966, "data_time": 0.81575, "top1_acc": 0.56836, "top5_acc": 0.83359, "loss_cls": 1.58524, "loss": 1.58524, "grad_norm": 6.26367, "time": 2.20305}
{"mode": "train", "epoch": 44, "iter": 580, "lr": 0.0002, "memory": 10966, "data_time": 0.09268, "top1_acc": 0.57266, "top5_acc": 0.83867, "loss_cls": 1.55445, "loss": 1.55445, "grad_norm": 6.22184, "time": 1.96104}
{"mode": "train", "epoch": 44, "iter": 600, "lr": 0.0002, "memory": 10966, "data_time": 1.04152, "top1_acc": 0.58008, "top5_acc": 0.84258, "loss_cls": 1.51907, "loss": 1.51907, "grad_norm": 6.02014, "time": 2.15342}
{"mode": "train", "epoch": 44, "iter": 620, "lr": 0.0002, "memory": 10966, "data_time": 1.27226, "top1_acc": 0.57734, "top5_acc": 0.83945, "loss_cls": 1.57068, "loss": 1.57068, "grad_norm": 6.13174, "time": 1.8944}
{"mode": "train", "epoch": 44, "iter": 640, "lr": 0.0002, "memory": 10966, "data_time": 0.95957, "top1_acc": 0.56641, "top5_acc": 0.84648, "loss_cls": 1.55278, "loss": 1.55278, "grad_norm": 6.2296, "time": 2.07732}
{"mode": "train", "epoch": 44, "iter": 660, "lr": 0.0002, "memory": 10966, "data_time": 0.82134, "top1_acc": 0.59062, "top5_acc": 0.85234, "loss_cls": 1.49052, "loss": 1.49052, "grad_norm": 6.08043, "time": 2.10086}
{"mode": "train", "epoch": 44, "iter": 680, "lr": 0.0002, "memory": 10966, "data_time": 0.08334, "top1_acc": 0.58906, "top5_acc": 0.84219, "loss_cls": 1.51372, "loss": 1.51372, "grad_norm": 5.97426, "time": 2.05154}
{"mode": "train", "epoch": 44, "iter": 700, "lr": 0.0002, "memory": 10966, "data_time": 0.00751, "top1_acc": 0.58398, "top5_acc": 0.8418, "loss_cls": 1.50786, "loss": 1.50786, "grad_norm": 5.9785, "time": 2.02857}
{"mode": "train", "epoch": 44, "iter": 720, "lr": 0.0002, "memory": 10966, "data_time": 0.60546, "top1_acc": 0.56445, "top5_acc": 0.8375, "loss_cls": 1.55852, "loss": 1.55852, "grad_norm": 5.94736, "time": 2.18508}
{"mode": "train", "epoch": 44, "iter": 740, "lr": 0.0002, "memory": 10966, "data_time": 0.35502, "top1_acc": 0.57148, "top5_acc": 0.84414, "loss_cls": 1.54952, "loss": 1.54952, "grad_norm": 6.14885, "time": 2.06417}
{"mode": "train", "epoch": 44, "iter": 760, "lr": 0.0002, "memory": 10966, "data_time": 0.00515, "top1_acc": 0.56719, "top5_acc": 0.83281, "loss_cls": 1.59768, "loss": 1.59768, "grad_norm": 6.31171, "time": 1.98892}
{"mode": "train", "epoch": 44, "iter": 780, "lr": 0.0002, "memory": 10966, "data_time": 0.05908, "top1_acc": 0.57695, "top5_acc": 0.8375, "loss_cls": 1.53633, "loss": 1.53633, "grad_norm": 6.09172, "time": 2.04902}
{"mode": "train", "epoch": 44, "iter": 800, "lr": 0.0002, "memory": 10966, "data_time": 0.65345, "top1_acc": 0.57188, "top5_acc": 0.83398, "loss_cls": 1.56236, "loss": 1.56236, "grad_norm": 6.01597, "time": 2.1097}
{"mode": "train", "epoch": 44, "iter": 820, "lr": 0.0002, "memory": 10966, "data_time": 0.32933, "top1_acc": 0.59062, "top5_acc": 0.84531, "loss_cls": 1.51205, "loss": 1.51205, "grad_norm": 6.03536, "time": 1.99556}
{"mode": "train", "epoch": 44, "iter": 840, "lr": 0.0002, "memory": 10966, "data_time": 0.77455, "top1_acc": 0.57422, "top5_acc": 0.84531, "loss_cls": 1.53141, "loss": 1.53141, "grad_norm": 6.05145, "time": 2.09422}
{"mode": "train", "epoch": 44, "iter": 860, "lr": 0.0002, "memory": 10966, "data_time": 1.45553, "top1_acc": 0.57344, "top5_acc": 0.83984, "loss_cls": 1.53677, "loss": 1.53677, "grad_norm": 6.23453, "time": 2.10393}
{"mode": "train", "epoch": 44, "iter": 880, "lr": 0.0002, "memory": 10966, "data_time": 1.46534, "top1_acc": 0.5875, "top5_acc": 0.85156, "loss_cls": 1.4967, "loss": 1.4967, "grad_norm": 6.02063, "time": 2.07553}
{"mode": "train", "epoch": 44, "iter": 900, "lr": 0.0002, "memory": 10966, "data_time": 1.22682, "top1_acc": 0.58945, "top5_acc": 0.85547, "loss_cls": 1.48845, "loss": 1.48845, "grad_norm": 6.05388, "time": 1.98266}
{"mode": "train", "epoch": 44, "iter": 920, "lr": 0.0002, "memory": 10966, "data_time": 1.43227, "top1_acc": 0.59414, "top5_acc": 0.85273, "loss_cls": 1.50117, "loss": 1.50117, "grad_norm": 5.99457, "time": 1.99896}
{"mode": "train", "epoch": 44, "iter": 940, "lr": 0.0002, "memory": 10966, "data_time": 0.91874, "top1_acc": 0.54648, "top5_acc": 0.8332, "loss_cls": 1.61084, "loss": 1.61084, "grad_norm": 6.26056, "time": 1.99552}
{"mode": "train", "epoch": 44, "iter": 960, "lr": 0.0002, "memory": 10966, "data_time": 0.56108, "top1_acc": 0.575, "top5_acc": 0.84883, "loss_cls": 1.53364, "loss": 1.53364, "grad_norm": 6.11432, "time": 2.19303}
{"mode": "train", "epoch": 44, "iter": 980, "lr": 0.0002, "memory": 10966, "data_time": 0.00515, "top1_acc": 0.57109, "top5_acc": 0.83711, "loss_cls": 1.59823, "loss": 1.59823, "grad_norm": 6.19083, "time": 2.12496}
{"mode": "train", "epoch": 44, "iter": 1000, "lr": 0.0002, "memory": 10966, "data_time": 0.00678, "top1_acc": 0.58086, "top5_acc": 0.84336, "loss_cls": 1.53303, "loss": 1.53303, "grad_norm": 6.08158, "time": 2.12379}
{"mode": "train", "epoch": 44, "iter": 1020, "lr": 0.0002, "memory": 10966, "data_time": 0.00316, "top1_acc": 0.57617, "top5_acc": 0.85312, "loss_cls": 1.51608, "loss": 1.51608, "grad_norm": 6.16488, "time": 2.08248}
{"mode": "train", "epoch": 44, "iter": 1040, "lr": 0.0002, "memory": 10966, "data_time": 0.19997, "top1_acc": 0.57344, "top5_acc": 0.8418, "loss_cls": 1.58324, "loss": 1.58324, "grad_norm": 6.25191, "time": 2.09787}
{"mode": "train", "epoch": 44, "iter": 1060, "lr": 0.0002, "memory": 10966, "data_time": 1.35758, "top1_acc": 0.575, "top5_acc": 0.83867, "loss_cls": 1.55535, "loss": 1.55535, "grad_norm": 6.25663, "time": 2.05576}
{"mode": "train", "epoch": 44, "iter": 1080, "lr": 0.0002, "memory": 10966, "data_time": 1.54413, "top1_acc": 0.58047, "top5_acc": 0.84453, "loss_cls": 1.54111, "loss": 1.54111, "grad_norm": 6.24283, "time": 2.13998}
{"mode": "train", "epoch": 44, "iter": 1100, "lr": 0.0002, "memory": 10966, "data_time": 1.06565, "top1_acc": 0.5543, "top5_acc": 0.83594, "loss_cls": 1.59876, "loss": 1.59876, "grad_norm": 6.15965, "time": 1.99011}
{"mode": "train", "epoch": 44, "iter": 1120, "lr": 0.0002, "memory": 10966, "data_time": 0.81917, "top1_acc": 0.56563, "top5_acc": 0.83711, "loss_cls": 1.58739, "loss": 1.58739, "grad_norm": 6.28693, "time": 2.10171}
{"mode": "train", "epoch": 44, "iter": 1140, "lr": 0.0002, "memory": 10966, "data_time": 0.33381, "top1_acc": 0.56055, "top5_acc": 0.83516, "loss_cls": 1.62395, "loss": 1.62395, "grad_norm": 6.23793, "time": 2.00087}
{"mode": "train", "epoch": 44, "iter": 1160, "lr": 0.0002, "memory": 10966, "data_time": 0.92902, "top1_acc": 0.57227, "top5_acc": 0.82734, "loss_cls": 1.60308, "loss": 1.60308, "grad_norm": 6.20663, "time": 2.23464}
{"mode": "train", "epoch": 44, "iter": 1180, "lr": 0.0002, "memory": 10966, "data_time": 0.09165, "top1_acc": 0.57148, "top5_acc": 0.8375, "loss_cls": 1.58888, "loss": 1.58888, "grad_norm": 6.15567, "time": 2.01031}
{"mode": "train", "epoch": 44, "iter": 1200, "lr": 0.0002, "memory": 10966, "data_time": 0.18289, "top1_acc": 0.56758, "top5_acc": 0.8418, "loss_cls": 1.53908, "loss": 1.53908, "grad_norm": 6.1259, "time": 2.01392}
{"mode": "train", "epoch": 44, "iter": 1220, "lr": 0.0002, "memory": 10966, "data_time": 1.50374, "top1_acc": 0.5793, "top5_acc": 0.84297, "loss_cls": 1.53969, "loss": 1.53969, "grad_norm": 6.15763, "time": 2.1043}
{"mode": "train", "epoch": 44, "iter": 1240, "lr": 0.0002, "memory": 10966, "data_time": 0.88578, "top1_acc": 0.5668, "top5_acc": 0.8375, "loss_cls": 1.56432, "loss": 1.56432, "grad_norm": 6.20678, "time": 1.97523}
{"mode": "train", "epoch": 44, "iter": 1260, "lr": 0.0002, "memory": 10966, "data_time": 0.06232, "top1_acc": 0.58555, "top5_acc": 0.85469, "loss_cls": 1.49067, "loss": 1.49067, "grad_norm": 5.99575, "time": 1.98077}
{"mode": "train", "epoch": 44, "iter": 1280, "lr": 0.0002, "memory": 10966, "data_time": 0.76606, "top1_acc": 0.5625, "top5_acc": 0.84688, "loss_cls": 1.55351, "loss": 1.55351, "grad_norm": 6.15285, "time": 2.18256}
{"mode": "train", "epoch": 44, "iter": 1300, "lr": 0.0002, "memory": 10966, "data_time": 0.79423, "top1_acc": 0.57383, "top5_acc": 0.84219, "loss_cls": 1.56184, "loss": 1.56184, "grad_norm": 6.15874, "time": 2.01246}
{"mode": "train", "epoch": 44, "iter": 1320, "lr": 0.0002, "memory": 10966, "data_time": 1.00895, "top1_acc": 0.5754, "top5_acc": 0.83294, "loss_cls": 1.58803, "loss": 1.58803, "grad_norm": 6.24057, "time": 1.81346}
{"mode": "val", "epoch": 44, "iter": 1320, "lr": 0.0002, "top1_acc": 0.31812, "top5_acc": 0.61646, "mean_class_accuracy": 0.25463}
{"mode": "train", "epoch": 45, "iter": 20, "lr": 0.0002, "memory": 10966, "data_time": 4.83795, "top1_acc": 0.57812, "top5_acc": 0.84414, "loss_cls": 1.52835, "loss": 1.52835, "grad_norm": 6.14079, "time": 6.45286}
{"mode": "train", "epoch": 45, "iter": 40, "lr": 0.0002, "memory": 10966, "data_time": 0.07411, "top1_acc": 0.5832, "top5_acc": 0.84258, "loss_cls": 1.52474, "loss": 1.52474, "grad_norm": 6.01044, "time": 2.05705}
{"mode": "train", "epoch": 45, "iter": 60, "lr": 0.0002, "memory": 10966, "data_time": 0.00597, "top1_acc": 0.5793, "top5_acc": 0.8332, "loss_cls": 1.56923, "loss": 1.56923, "grad_norm": 6.31677, "time": 2.03086}
{"mode": "train", "epoch": 45, "iter": 80, "lr": 0.0002, "memory": 10966, "data_time": 0.00526, "top1_acc": 0.55469, "top5_acc": 0.83906, "loss_cls": 1.5996, "loss": 1.5996, "grad_norm": 6.30368, "time": 2.13658}
{"mode": "train", "epoch": 45, "iter": 100, "lr": 0.0002, "memory": 10966, "data_time": 0.00392, "top1_acc": 0.56367, "top5_acc": 0.83086, "loss_cls": 1.58644, "loss": 1.58644, "grad_norm": 6.27445, "time": 1.98916}
{"mode": "train", "epoch": 45, "iter": 120, "lr": 0.0002, "memory": 10966, "data_time": 0.02179, "top1_acc": 0.57617, "top5_acc": 0.85078, "loss_cls": 1.53061, "loss": 1.53061, "grad_norm": 6.061, "time": 2.05296}
{"mode": "train", "epoch": 45, "iter": 140, "lr": 0.0002, "memory": 10966, "data_time": 0.65017, "top1_acc": 0.57188, "top5_acc": 0.83711, "loss_cls": 1.55883, "loss": 1.55883, "grad_norm": 6.22447, "time": 2.07422}
{"mode": "train", "epoch": 45, "iter": 160, "lr": 0.0002, "memory": 10966, "data_time": 0.07334, "top1_acc": 0.58359, "top5_acc": 0.85977, "loss_cls": 1.47752, "loss": 1.47752, "grad_norm": 5.89958, "time": 2.21539}
{"mode": "train", "epoch": 45, "iter": 180, "lr": 0.0002, "memory": 10966, "data_time": 0.19223, "top1_acc": 0.58438, "top5_acc": 0.84492, "loss_cls": 1.51646, "loss": 1.51646, "grad_norm": 5.97933, "time": 1.91172}
{"mode": "train", "epoch": 45, "iter": 200, "lr": 0.0002, "memory": 10966, "data_time": 0.3122, "top1_acc": 0.58945, "top5_acc": 0.83789, "loss_cls": 1.5346, "loss": 1.5346, "grad_norm": 6.22189, "time": 2.07893}
{"mode": "train", "epoch": 45, "iter": 220, "lr": 0.0002, "memory": 10966, "data_time": 0.00636, "top1_acc": 0.57227, "top5_acc": 0.8418, "loss_cls": 1.54148, "loss": 1.54148, "grad_norm": 5.91612, "time": 2.19562}
{"mode": "train", "epoch": 45, "iter": 240, "lr": 0.0002, "memory": 10966, "data_time": 0.11451, "top1_acc": 0.57656, "top5_acc": 0.83555, "loss_cls": 1.58014, "loss": 1.58014, "grad_norm": 6.32694, "time": 2.02018}
{"mode": "train", "epoch": 45, "iter": 260, "lr": 0.0002, "memory": 10966, "data_time": 0.16105, "top1_acc": 0.5793, "top5_acc": 0.83672, "loss_cls": 1.56267, "loss": 1.56267, "grad_norm": 6.33193, "time": 2.0306}
{"mode": "train", "epoch": 45, "iter": 280, "lr": 0.0002, "memory": 10966, "data_time": 0.00678, "top1_acc": 0.55547, "top5_acc": 0.83398, "loss_cls": 1.60261, "loss": 1.60261, "grad_norm": 6.21103, "time": 2.14337}
{"mode": "train", "epoch": 45, "iter": 300, "lr": 0.0002, "memory": 10966, "data_time": 0.00437, "top1_acc": 0.57188, "top5_acc": 0.84609, "loss_cls": 1.54193, "loss": 1.54193, "grad_norm": 6.13472, "time": 1.95189}
{"mode": "train", "epoch": 45, "iter": 320, "lr": 0.0002, "memory": 10966, "data_time": 0.43225, "top1_acc": 0.56914, "top5_acc": 0.8332, "loss_cls": 1.60244, "loss": 1.60244, "grad_norm": 6.20886, "time": 2.15928}
{"mode": "train", "epoch": 45, "iter": 340, "lr": 0.0002, "memory": 10966, "data_time": 0.95544, "top1_acc": 0.57422, "top5_acc": 0.83281, "loss_cls": 1.58858, "loss": 1.58858, "grad_norm": 6.14112, "time": 2.11588}
{"mode": "train", "epoch": 45, "iter": 360, "lr": 0.0002, "memory": 10966, "data_time": 0.00572, "top1_acc": 0.56445, "top5_acc": 0.84609, "loss_cls": 1.57704, "loss": 1.57704, "grad_norm": 6.29858, "time": 1.95603}
{"mode": "train", "epoch": 45, "iter": 380, "lr": 0.0002, "memory": 10966, "data_time": 0.35986, "top1_acc": 0.59453, "top5_acc": 0.85508, "loss_cls": 1.4803, "loss": 1.4803, "grad_norm": 6.07323, "time": 2.04625}
{"mode": "train", "epoch": 45, "iter": 400, "lr": 0.0002, "memory": 10966, "data_time": 0.09252, "top1_acc": 0.57344, "top5_acc": 0.84688, "loss_cls": 1.52316, "loss": 1.52316, "grad_norm": 6.11759, "time": 1.9946}
{"mode": "train", "epoch": 45, "iter": 420, "lr": 0.0002, "memory": 10966, "data_time": 0.00932, "top1_acc": 0.58125, "top5_acc": 0.84414, "loss_cls": 1.52356, "loss": 1.52356, "grad_norm": 6.16028, "time": 2.05429}
{"mode": "train", "epoch": 45, "iter": 440, "lr": 0.0002, "memory": 10966, "data_time": 0.00537, "top1_acc": 0.57109, "top5_acc": 0.84453, "loss_cls": 1.53093, "loss": 1.53093, "grad_norm": 6.07064, "time": 2.1297}
{"mode": "train", "epoch": 45, "iter": 460, "lr": 0.0002, "memory": 10966, "data_time": 0.02394, "top1_acc": 0.56992, "top5_acc": 0.85039, "loss_cls": 1.51855, "loss": 1.51855, "grad_norm": 6.20832, "time": 2.03435}
{"mode": "train", "epoch": 45, "iter": 480, "lr": 0.0002, "memory": 10966, "data_time": 0.04986, "top1_acc": 0.58555, "top5_acc": 0.85078, "loss_cls": 1.50067, "loss": 1.50067, "grad_norm": 6.11631, "time": 2.00839}
{"mode": "train", "epoch": 45, "iter": 500, "lr": 0.0002, "memory": 10966, "data_time": 0.05509, "top1_acc": 0.575, "top5_acc": 0.8375, "loss_cls": 1.54459, "loss": 1.54459, "grad_norm": 6.13675, "time": 1.98062}
{"mode": "train", "epoch": 45, "iter": 520, "lr": 0.0002, "memory": 10966, "data_time": 0.48296, "top1_acc": 0.56406, "top5_acc": 0.83242, "loss_cls": 1.57595, "loss": 1.57595, "grad_norm": 6.18626, "time": 2.22687}
{"mode": "train", "epoch": 45, "iter": 540, "lr": 0.0002, "memory": 10966, "data_time": 0.23938, "top1_acc": 0.57422, "top5_acc": 0.83633, "loss_cls": 1.57737, "loss": 1.57737, "grad_norm": 6.15478, "time": 2.02574}
{"mode": "train", "epoch": 45, "iter": 560, "lr": 0.0002, "memory": 10966, "data_time": 0.36475, "top1_acc": 0.57344, "top5_acc": 0.84062, "loss_cls": 1.551, "loss": 1.551, "grad_norm": 6.25568, "time": 2.06796}
{"mode": "train", "epoch": 45, "iter": 580, "lr": 0.0002, "memory": 10966, "data_time": 1.00969, "top1_acc": 0.58984, "top5_acc": 0.83711, "loss_cls": 1.51997, "loss": 1.51997, "grad_norm": 6.11742, "time": 2.07167}
{"mode": "train", "epoch": 45, "iter": 600, "lr": 0.0002, "memory": 10966, "data_time": 0.56139, "top1_acc": 0.57695, "top5_acc": 0.85117, "loss_cls": 1.52822, "loss": 1.52822, "grad_norm": 6.12802, "time": 2.11442}
{"mode": "train", "epoch": 45, "iter": 620, "lr": 0.0002, "memory": 10966, "data_time": 1.04066, "top1_acc": 0.56367, "top5_acc": 0.83398, "loss_cls": 1.59282, "loss": 1.59282, "grad_norm": 6.32211, "time": 2.13572}
{"mode": "train", "epoch": 45, "iter": 640, "lr": 0.0002, "memory": 10966, "data_time": 0.00663, "top1_acc": 0.57539, "top5_acc": 0.82891, "loss_cls": 1.57355, "loss": 1.57355, "grad_norm": 6.15351, "time": 1.87024}
{"mode": "train", "epoch": 45, "iter": 660, "lr": 0.0002, "memory": 10966, "data_time": 0.00329, "top1_acc": 0.56836, "top5_acc": 0.83789, "loss_cls": 1.57422, "loss": 1.57422, "grad_norm": 6.14372, "time": 2.05964}
{"mode": "train", "epoch": 45, "iter": 680, "lr": 0.0002, "memory": 10966, "data_time": 0.22405, "top1_acc": 0.58867, "top5_acc": 0.84609, "loss_cls": 1.50329, "loss": 1.50329, "grad_norm": 6.12264, "time": 2.02965}
{"mode": "train", "epoch": 45, "iter": 700, "lr": 0.0002, "memory": 10966, "data_time": 0.77911, "top1_acc": 0.58672, "top5_acc": 0.83984, "loss_cls": 1.54613, "loss": 1.54613, "grad_norm": 6.10877, "time": 2.1093}
{"mode": "train", "epoch": 45, "iter": 720, "lr": 0.0002, "memory": 10966, "data_time": 0.649, "top1_acc": 0.57617, "top5_acc": 0.84609, "loss_cls": 1.51426, "loss": 1.51426, "grad_norm": 6.0404, "time": 1.98347}
{"mode": "train", "epoch": 45, "iter": 740, "lr": 0.0002, "memory": 10966, "data_time": 1.1441, "top1_acc": 0.57578, "top5_acc": 0.83789, "loss_cls": 1.5506, "loss": 1.5506, "grad_norm": 6.1467, "time": 2.14605}
{"mode": "train", "epoch": 45, "iter": 760, "lr": 0.0002, "memory": 10966, "data_time": 1.31026, "top1_acc": 0.58047, "top5_acc": 0.84648, "loss_cls": 1.52853, "loss": 1.52853, "grad_norm": 6.16208, "time": 2.10876}
{"mode": "train", "epoch": 45, "iter": 780, "lr": 0.0002, "memory": 10966, "data_time": 0.11183, "top1_acc": 0.5707, "top5_acc": 0.84375, "loss_cls": 1.53335, "loss": 1.53335, "grad_norm": 6.10325, "time": 1.98294}
{"mode": "train", "epoch": 45, "iter": 800, "lr": 0.0002, "memory": 10966, "data_time": 0.5146, "top1_acc": 0.56992, "top5_acc": 0.8375, "loss_cls": 1.57729, "loss": 1.57729, "grad_norm": 6.24593, "time": 1.99975}
{"mode": "train", "epoch": 45, "iter": 820, "lr": 0.0002, "memory": 10966, "data_time": 1.39214, "top1_acc": 0.57383, "top5_acc": 0.84492, "loss_cls": 1.55834, "loss": 1.55834, "grad_norm": 6.15418, "time": 2.12283}
{"mode": "train", "epoch": 45, "iter": 840, "lr": 0.0002, "memory": 10966, "data_time": 1.33511, "top1_acc": 0.58242, "top5_acc": 0.85078, "loss_cls": 1.50973, "loss": 1.50973, "grad_norm": 6.23564, "time": 2.03154}
{"mode": "train", "epoch": 45, "iter": 860, "lr": 0.0002, "memory": 10966, "data_time": 0.64464, "top1_acc": 0.57695, "top5_acc": 0.84531, "loss_cls": 1.53252, "loss": 1.53252, "grad_norm": 6.00998, "time": 2.03424}
{"mode": "train", "epoch": 45, "iter": 880, "lr": 0.0002, "memory": 10966, "data_time": 0.80421, "top1_acc": 0.57305, "top5_acc": 0.84688, "loss_cls": 1.54456, "loss": 1.54456, "grad_norm": 6.20021, "time": 2.0474}
{"mode": "train", "epoch": 45, "iter": 900, "lr": 0.0002, "memory": 10966, "data_time": 1.32033, "top1_acc": 0.57422, "top5_acc": 0.83828, "loss_cls": 1.54437, "loss": 1.54437, "grad_norm": 6.07152, "time": 1.98027}
{"mode": "train", "epoch": 45, "iter": 920, "lr": 0.0002, "memory": 10966, "data_time": 1.47229, "top1_acc": 0.57383, "top5_acc": 0.85, "loss_cls": 1.51864, "loss": 1.51864, "grad_norm": 6.24274, "time": 2.08069}
{"mode": "train", "epoch": 45, "iter": 940, "lr": 0.0002, "memory": 10966, "data_time": 1.40124, "top1_acc": 0.56602, "top5_acc": 0.84766, "loss_cls": 1.53752, "loss": 1.53752, "grad_norm": 6.20789, "time": 2.01331}
{"mode": "train", "epoch": 45, "iter": 960, "lr": 0.0002, "memory": 10966, "data_time": 1.08205, "top1_acc": 0.57148, "top5_acc": 0.83438, "loss_cls": 1.56618, "loss": 1.56618, "grad_norm": 6.14416, "time": 2.17315}
{"mode": "train", "epoch": 45, "iter": 980, "lr": 0.0002, "memory": 10966, "data_time": 0.72558, "top1_acc": 0.57578, "top5_acc": 0.84922, "loss_cls": 1.52238, "loss": 1.52238, "grad_norm": 6.09266, "time": 2.05914}
{"mode": "train", "epoch": 45, "iter": 1000, "lr": 0.0002, "memory": 10966, "data_time": 1.36217, "top1_acc": 0.58633, "top5_acc": 0.84766, "loss_cls": 1.5159, "loss": 1.5159, "grad_norm": 6.00251, "time": 1.97173}
{"mode": "train", "epoch": 45, "iter": 1020, "lr": 0.0002, "memory": 10966, "data_time": 1.45467, "top1_acc": 0.57617, "top5_acc": 0.84492, "loss_cls": 1.54702, "loss": 1.54702, "grad_norm": 6.10121, "time": 2.05868}
{"mode": "train", "epoch": 45, "iter": 1040, "lr": 0.0002, "memory": 10966, "data_time": 0.41544, "top1_acc": 0.58203, "top5_acc": 0.84648, "loss_cls": 1.52317, "loss": 1.52317, "grad_norm": 6.21649, "time": 2.05924}
{"mode": "train", "epoch": 45, "iter": 1060, "lr": 0.0002, "memory": 10966, "data_time": 0.00365, "top1_acc": 0.57891, "top5_acc": 0.84102, "loss_cls": 1.52231, "loss": 1.52231, "grad_norm": 6.09125, "time": 2.00993}
{"mode": "train", "epoch": 45, "iter": 1080, "lr": 0.0002, "memory": 10966, "data_time": 0.13181, "top1_acc": 0.5832, "top5_acc": 0.8375, "loss_cls": 1.56492, "loss": 1.56492, "grad_norm": 6.13712, "time": 2.07132}
{"mode": "train", "epoch": 45, "iter": 1100, "lr": 0.0002, "memory": 10966, "data_time": 0.19469, "top1_acc": 0.57695, "top5_acc": 0.84727, "loss_cls": 1.52545, "loss": 1.52545, "grad_norm": 6.11668, "time": 2.11992}
{"mode": "train", "epoch": 45, "iter": 1120, "lr": 0.0002, "memory": 10966, "data_time": 1.28728, "top1_acc": 0.56445, "top5_acc": 0.8418, "loss_cls": 1.55721, "loss": 1.55721, "grad_norm": 6.25513, "time": 2.10521}
{"mode": "train", "epoch": 45, "iter": 1140, "lr": 0.0002, "memory": 10966, "data_time": 1.00671, "top1_acc": 0.57617, "top5_acc": 0.8418, "loss_cls": 1.54264, "loss": 1.54264, "grad_norm": 6.15521, "time": 1.87549}
{"mode": "train", "epoch": 45, "iter": 1160, "lr": 0.0002, "memory": 10966, "data_time": 0.40972, "top1_acc": 0.58516, "top5_acc": 0.84531, "loss_cls": 1.51209, "loss": 1.51209, "grad_norm": 6.12915, "time": 2.13548}
{"mode": "train", "epoch": 45, "iter": 1180, "lr": 0.0002, "memory": 10966, "data_time": 0.44215, "top1_acc": 0.57656, "top5_acc": 0.84492, "loss_cls": 1.52356, "loss": 1.52356, "grad_norm": 6.15303, "time": 2.08594}
{"mode": "train", "epoch": 45, "iter": 1200, "lr": 0.0002, "memory": 10966, "data_time": 0.16133, "top1_acc": 0.58555, "top5_acc": 0.84727, "loss_cls": 1.51968, "loss": 1.51968, "grad_norm": 6.05808, "time": 1.90945}
{"mode": "train", "epoch": 45, "iter": 1220, "lr": 0.0002, "memory": 10966, "data_time": 0.27592, "top1_acc": 0.58008, "top5_acc": 0.84648, "loss_cls": 1.52571, "loss": 1.52571, "grad_norm": 6.19106, "time": 2.09992}
{"mode": "train", "epoch": 45, "iter": 1240, "lr": 0.0002, "memory": 10966, "data_time": 1.28628, "top1_acc": 0.58164, "top5_acc": 0.84023, "loss_cls": 1.53637, "loss": 1.53637, "grad_norm": 6.09306, "time": 2.19582}
{"mode": "train", "epoch": 45, "iter": 1260, "lr": 0.0002, "memory": 10966, "data_time": 1.38082, "top1_acc": 0.56641, "top5_acc": 0.84219, "loss_cls": 1.57824, "loss": 1.57824, "grad_norm": 6.1939, "time": 1.99752}
{"mode": "train", "epoch": 45, "iter": 1280, "lr": 0.0002, "memory": 10966, "data_time": 1.06925, "top1_acc": 0.57148, "top5_acc": 0.83047, "loss_cls": 1.58604, "loss": 1.58604, "grad_norm": 6.28419, "time": 2.18984}
{"mode": "train", "epoch": 45, "iter": 1300, "lr": 0.0002, "memory": 10966, "data_time": 0.40354, "top1_acc": 0.59141, "top5_acc": 0.83516, "loss_cls": 1.53285, "loss": 1.53285, "grad_norm": 6.04186, "time": 2.13196}
{"mode": "train", "epoch": 45, "iter": 1320, "lr": 0.0002, "memory": 10966, "data_time": 0.23051, "top1_acc": 0.57619, "top5_acc": 0.84921, "loss_cls": 1.53121, "loss": 1.53121, "grad_norm": 6.27253, "time": 1.72135}
{"mode": "val", "epoch": 45, "iter": 1320, "lr": 0.0002, "top1_acc": 0.31461, "top5_acc": 0.61081, "mean_class_accuracy": 0.2506}
{"mode": "train", "epoch": 46, "iter": 20, "lr": 0.0002, "memory": 10966, "data_time": 5.47285, "top1_acc": 0.57734, "top5_acc": 0.83945, "loss_cls": 1.53862, "loss": 1.53862, "grad_norm": 6.34514, "time": 6.6205}
{"mode": "train", "epoch": 46, "iter": 40, "lr": 0.0002, "memory": 10966, "data_time": 1.28645, "top1_acc": 0.57852, "top5_acc": 0.84141, "loss_cls": 1.52685, "loss": 1.52685, "grad_norm": 6.14272, "time": 1.97533}
{"mode": "train", "epoch": 46, "iter": 60, "lr": 0.0002, "memory": 10966, "data_time": 1.04377, "top1_acc": 0.58398, "top5_acc": 0.85234, "loss_cls": 1.49567, "loss": 1.49567, "grad_norm": 6.29385, "time": 2.10336}
{"mode": "train", "epoch": 46, "iter": 80, "lr": 0.0002, "memory": 10966, "data_time": 0.89441, "top1_acc": 0.59648, "top5_acc": 0.84648, "loss_cls": 1.50983, "loss": 1.50983, "grad_norm": 5.98417, "time": 2.07599}
{"mode": "train", "epoch": 46, "iter": 100, "lr": 0.0002, "memory": 10966, "data_time": 0.33232, "top1_acc": 0.5668, "top5_acc": 0.84102, "loss_cls": 1.54938, "loss": 1.54938, "grad_norm": 6.16214, "time": 2.1174}
{"mode": "train", "epoch": 46, "iter": 120, "lr": 0.0002, "memory": 10966, "data_time": 1.04941, "top1_acc": 0.56914, "top5_acc": 0.84492, "loss_cls": 1.56422, "loss": 1.56422, "grad_norm": 6.04885, "time": 2.03144}
{"mode": "train", "epoch": 46, "iter": 140, "lr": 0.0002, "memory": 10966, "data_time": 1.43079, "top1_acc": 0.56406, "top5_acc": 0.83203, "loss_cls": 1.58666, "loss": 1.58666, "grad_norm": 6.15729, "time": 2.06059}
{"mode": "train", "epoch": 46, "iter": 160, "lr": 0.0002, "memory": 10966, "data_time": 1.39979, "top1_acc": 0.57539, "top5_acc": 0.8332, "loss_cls": 1.55412, "loss": 1.55412, "grad_norm": 6.11434, "time": 2.10572}
{"mode": "train", "epoch": 46, "iter": 180, "lr": 0.0002, "memory": 10966, "data_time": 0.75026, "top1_acc": 0.58281, "top5_acc": 0.84922, "loss_cls": 1.5238, "loss": 1.5238, "grad_norm": 6.24509, "time": 2.03664}
{"mode": "train", "epoch": 46, "iter": 200, "lr": 0.0002, "memory": 10966, "data_time": 0.02919, "top1_acc": 0.57344, "top5_acc": 0.84258, "loss_cls": 1.55066, "loss": 1.55066, "grad_norm": 6.09945, "time": 2.08278}
{"mode": "train", "epoch": 46, "iter": 220, "lr": 0.0002, "memory": 10966, "data_time": 0.16849, "top1_acc": 0.56641, "top5_acc": 0.83594, "loss_cls": 1.59229, "loss": 1.59229, "grad_norm": 6.40866, "time": 1.94892}
{"mode": "train", "epoch": 46, "iter": 240, "lr": 0.0002, "memory": 10966, "data_time": 0.56714, "top1_acc": 0.58594, "top5_acc": 0.84531, "loss_cls": 1.51471, "loss": 1.51471, "grad_norm": 6.18544, "time": 2.14549}
{"mode": "train", "epoch": 46, "iter": 260, "lr": 0.0002, "memory": 10966, "data_time": 0.01296, "top1_acc": 0.58281, "top5_acc": 0.84609, "loss_cls": 1.50208, "loss": 1.50208, "grad_norm": 6.12157, "time": 2.03476}
{"mode": "train", "epoch": 46, "iter": 280, "lr": 0.0002, "memory": 10966, "data_time": 0.01291, "top1_acc": 0.58242, "top5_acc": 0.84961, "loss_cls": 1.51387, "loss": 1.51387, "grad_norm": 6.24274, "time": 2.11804}
{"mode": "train", "epoch": 46, "iter": 300, "lr": 0.0002, "memory": 10966, "data_time": 0.00553, "top1_acc": 0.58281, "top5_acc": 0.83906, "loss_cls": 1.5394, "loss": 1.5394, "grad_norm": 6.41242, "time": 2.07559}
{"mode": "train", "epoch": 46, "iter": 320, "lr": 0.0002, "memory": 10966, "data_time": 0.36044, "top1_acc": 0.57695, "top5_acc": 0.83359, "loss_cls": 1.57256, "loss": 1.57256, "grad_norm": 6.26381, "time": 1.97879}
{"mode": "train", "epoch": 46, "iter": 340, "lr": 0.0002, "memory": 10966, "data_time": 0.7397, "top1_acc": 0.57148, "top5_acc": 0.84258, "loss_cls": 1.53479, "loss": 1.53479, "grad_norm": 6.01784, "time": 2.0118}
{"mode": "train", "epoch": 46, "iter": 360, "lr": 0.0002, "memory": 10966, "data_time": 1.27114, "top1_acc": 0.56602, "top5_acc": 0.83398, "loss_cls": 1.58063, "loss": 1.58063, "grad_norm": 6.28103, "time": 2.06778}
{"mode": "train", "epoch": 46, "iter": 380, "lr": 0.0002, "memory": 10966, "data_time": 1.62439, "top1_acc": 0.58008, "top5_acc": 0.83789, "loss_cls": 1.52588, "loss": 1.52588, "grad_norm": 6.20862, "time": 2.19393}
{"mode": "train", "epoch": 46, "iter": 400, "lr": 0.0002, "memory": 10966, "data_time": 1.26748, "top1_acc": 0.56563, "top5_acc": 0.83398, "loss_cls": 1.56957, "loss": 1.56957, "grad_norm": 6.31486, "time": 2.10686}
{"mode": "train", "epoch": 46, "iter": 420, "lr": 0.0002, "memory": 10966, "data_time": 0.00345, "top1_acc": 0.56797, "top5_acc": 0.83008, "loss_cls": 1.59432, "loss": 1.59432, "grad_norm": 6.34076, "time": 2.03172}
{"mode": "train", "epoch": 46, "iter": 440, "lr": 0.0002, "memory": 10966, "data_time": 0.9216, "top1_acc": 0.57734, "top5_acc": 0.84375, "loss_cls": 1.54139, "loss": 1.54139, "grad_norm": 6.29565, "time": 2.03738}
{"mode": "train", "epoch": 46, "iter": 460, "lr": 0.0002, "memory": 10966, "data_time": 0.97744, "top1_acc": 0.59258, "top5_acc": 0.85078, "loss_cls": 1.4879, "loss": 1.4879, "grad_norm": 6.08319, "time": 2.08225}
{"mode": "train", "epoch": 46, "iter": 480, "lr": 0.0002, "memory": 10966, "data_time": 0.00549, "top1_acc": 0.56016, "top5_acc": 0.83828, "loss_cls": 1.59461, "loss": 1.59461, "grad_norm": 6.18374, "time": 1.96666}
{"mode": "train", "epoch": 46, "iter": 500, "lr": 0.0002, "memory": 10966, "data_time": 0.20018, "top1_acc": 0.56484, "top5_acc": 0.82812, "loss_cls": 1.58637, "loss": 1.58637, "grad_norm": 6.23261, "time": 2.06105}
{"mode": "train", "epoch": 46, "iter": 520, "lr": 0.0002, "memory": 10966, "data_time": 0.59054, "top1_acc": 0.58672, "top5_acc": 0.84531, "loss_cls": 1.51596, "loss": 1.51596, "grad_norm": 6.08708, "time": 2.04393}
{"mode": "train", "epoch": 46, "iter": 540, "lr": 0.0002, "memory": 10966, "data_time": 0.00335, "top1_acc": 0.5625, "top5_acc": 0.83281, "loss_cls": 1.60522, "loss": 1.60522, "grad_norm": 6.34817, "time": 2.10988}
{"mode": "train", "epoch": 46, "iter": 560, "lr": 0.0002, "memory": 10966, "data_time": 0.02957, "top1_acc": 0.56836, "top5_acc": 0.84883, "loss_cls": 1.52959, "loss": 1.52959, "grad_norm": 6.2347, "time": 2.15483}
{"mode": "train", "epoch": 46, "iter": 580, "lr": 0.0002, "memory": 10966, "data_time": 0.00269, "top1_acc": 0.58281, "top5_acc": 0.84531, "loss_cls": 1.55163, "loss": 1.55163, "grad_norm": 6.12776, "time": 2.04731}
{"mode": "train", "epoch": 46, "iter": 600, "lr": 0.0002, "memory": 10966, "data_time": 0.30009, "top1_acc": 0.58711, "top5_acc": 0.85039, "loss_cls": 1.50252, "loss": 1.50252, "grad_norm": 6.0934, "time": 1.97324}
{"mode": "train", "epoch": 46, "iter": 620, "lr": 0.0002, "memory": 10966, "data_time": 0.00262, "top1_acc": 0.57148, "top5_acc": 0.83477, "loss_cls": 1.5704, "loss": 1.5704, "grad_norm": 6.16649, "time": 2.07524}
{"mode": "train", "epoch": 46, "iter": 640, "lr": 0.0002, "memory": 10966, "data_time": 0.00699, "top1_acc": 0.58164, "top5_acc": 0.84922, "loss_cls": 1.53077, "loss": 1.53077, "grad_norm": 6.05864, "time": 2.12969}
{"mode": "train", "epoch": 46, "iter": 660, "lr": 0.0002, "memory": 10966, "data_time": 0.00605, "top1_acc": 0.56523, "top5_acc": 0.85039, "loss_cls": 1.56773, "loss": 1.56773, "grad_norm": 6.34185, "time": 1.94289}
{"mode": "train", "epoch": 46, "iter": 680, "lr": 0.0002, "memory": 10966, "data_time": 0.10634, "top1_acc": 0.57227, "top5_acc": 0.83672, "loss_cls": 1.58868, "loss": 1.58868, "grad_norm": 6.18145, "time": 2.14223}
{"mode": "train", "epoch": 46, "iter": 700, "lr": 0.0002, "memory": 10966, "data_time": 0.26351, "top1_acc": 0.56797, "top5_acc": 0.83867, "loss_cls": 1.55478, "loss": 1.55478, "grad_norm": 6.32828, "time": 2.16869}
{"mode": "train", "epoch": 46, "iter": 720, "lr": 0.0002, "memory": 10966, "data_time": 0.12257, "top1_acc": 0.57656, "top5_acc": 0.83438, "loss_cls": 1.51772, "loss": 1.51772, "grad_norm": 5.97305, "time": 2.05047}
{"mode": "train", "epoch": 46, "iter": 740, "lr": 0.0002, "memory": 10966, "data_time": 0.61161, "top1_acc": 0.59805, "top5_acc": 0.85234, "loss_cls": 1.47822, "loss": 1.47822, "grad_norm": 6.02425, "time": 2.08527}
{"mode": "train", "epoch": 46, "iter": 760, "lr": 0.0002, "memory": 10966, "data_time": 0.08036, "top1_acc": 0.57539, "top5_acc": 0.84844, "loss_cls": 1.55291, "loss": 1.55291, "grad_norm": 6.3491, "time": 2.13745}
{"mode": "train", "epoch": 46, "iter": 780, "lr": 0.0002, "memory": 10966, "data_time": 0.00416, "top1_acc": 0.58281, "top5_acc": 0.85117, "loss_cls": 1.53153, "loss": 1.53153, "grad_norm": 6.2005, "time": 2.00902}
{"mode": "train", "epoch": 46, "iter": 800, "lr": 0.0002, "memory": 10966, "data_time": 0.54337, "top1_acc": 0.59258, "top5_acc": 0.84805, "loss_cls": 1.50768, "loss": 1.50768, "grad_norm": 6.06733, "time": 2.0146}
{"mode": "train", "epoch": 46, "iter": 820, "lr": 0.0002, "memory": 10966, "data_time": 0.32873, "top1_acc": 0.58984, "top5_acc": 0.8457, "loss_cls": 1.52924, "loss": 1.52924, "grad_norm": 6.22995, "time": 2.08423}
{"mode": "train", "epoch": 46, "iter": 840, "lr": 0.0002, "memory": 10966, "data_time": 1.06909, "top1_acc": 0.56172, "top5_acc": 0.83242, "loss_cls": 1.60949, "loss": 1.60949, "grad_norm": 6.32036, "time": 2.03093}
{"mode": "train", "epoch": 46, "iter": 860, "lr": 0.0002, "memory": 10966, "data_time": 0.68989, "top1_acc": 0.58594, "top5_acc": 0.85508, "loss_cls": 1.49918, "loss": 1.49918, "grad_norm": 6.21263, "time": 2.01783}
{"mode": "train", "epoch": 46, "iter": 880, "lr": 0.0002, "memory": 10966, "data_time": 0.1862, "top1_acc": 0.58398, "top5_acc": 0.85234, "loss_cls": 1.49338, "loss": 1.49338, "grad_norm": 5.92857, "time": 2.07286}
{"mode": "train", "epoch": 46, "iter": 900, "lr": 0.0002, "memory": 10966, "data_time": 0.21424, "top1_acc": 0.58828, "top5_acc": 0.85586, "loss_cls": 1.4734, "loss": 1.4734, "grad_norm": 6.13705, "time": 2.2109}
{"mode": "train", "epoch": 46, "iter": 920, "lr": 0.0002, "memory": 10966, "data_time": 0.00339, "top1_acc": 0.59023, "top5_acc": 0.85234, "loss_cls": 1.50461, "loss": 1.50461, "grad_norm": 6.09075, "time": 1.94512}
{"mode": "train", "epoch": 46, "iter": 940, "lr": 0.0002, "memory": 10966, "data_time": 0.00668, "top1_acc": 0.56406, "top5_acc": 0.8293, "loss_cls": 1.59175, "loss": 1.59175, "grad_norm": 6.29419, "time": 1.9447}
{"mode": "train", "epoch": 46, "iter": 960, "lr": 0.0002, "memory": 10966, "data_time": 0.56256, "top1_acc": 0.57344, "top5_acc": 0.8418, "loss_cls": 1.53951, "loss": 1.53951, "grad_norm": 6.18452, "time": 2.15974}
{"mode": "train", "epoch": 46, "iter": 980, "lr": 0.0002, "memory": 10966, "data_time": 0.41346, "top1_acc": 0.57227, "top5_acc": 0.84609, "loss_cls": 1.57776, "loss": 1.57776, "grad_norm": 6.26904, "time": 2.01123}
{"mode": "train", "epoch": 46, "iter": 1000, "lr": 0.0002, "memory": 10966, "data_time": 0.4784, "top1_acc": 0.58164, "top5_acc": 0.84414, "loss_cls": 1.54022, "loss": 1.54022, "grad_norm": 6.12404, "time": 2.04125}
{"mode": "train", "epoch": 46, "iter": 1020, "lr": 0.0002, "memory": 10966, "data_time": 0.04508, "top1_acc": 0.58281, "top5_acc": 0.84492, "loss_cls": 1.52329, "loss": 1.52329, "grad_norm": 6.08617, "time": 2.09325}
{"mode": "train", "epoch": 46, "iter": 1040, "lr": 0.0002, "memory": 10966, "data_time": 0.0079, "top1_acc": 0.58125, "top5_acc": 0.84844, "loss_cls": 1.53008, "loss": 1.53008, "grad_norm": 6.11982, "time": 2.12362}
{"mode": "train", "epoch": 46, "iter": 1060, "lr": 0.0002, "memory": 10966, "data_time": 0.08468, "top1_acc": 0.59531, "top5_acc": 0.85469, "loss_cls": 1.48879, "loss": 1.48879, "grad_norm": 5.97245, "time": 1.96078}
{"mode": "train", "epoch": 46, "iter": 1080, "lr": 0.0002, "memory": 10966, "data_time": 1.2533, "top1_acc": 0.57734, "top5_acc": 0.84492, "loss_cls": 1.53141, "loss": 1.53141, "grad_norm": 6.20009, "time": 2.02349}
{"mode": "train", "epoch": 46, "iter": 1100, "lr": 0.0002, "memory": 10966, "data_time": 0.80651, "top1_acc": 0.56563, "top5_acc": 0.84688, "loss_cls": 1.5414, "loss": 1.5414, "grad_norm": 6.2441, "time": 2.03379}
{"mode": "train", "epoch": 46, "iter": 1120, "lr": 0.0002, "memory": 10966, "data_time": 0.31031, "top1_acc": 0.5668, "top5_acc": 0.84805, "loss_cls": 1.55924, "loss": 1.55924, "grad_norm": 6.1434, "time": 2.11163}
{"mode": "train", "epoch": 46, "iter": 1140, "lr": 0.0002, "memory": 10966, "data_time": 0.06905, "top1_acc": 0.58203, "top5_acc": 0.84102, "loss_cls": 1.51734, "loss": 1.51734, "grad_norm": 6.28713, "time": 1.96934}
{"mode": "train", "epoch": 46, "iter": 1160, "lr": 0.0002, "memory": 10966, "data_time": 0.07934, "top1_acc": 0.56719, "top5_acc": 0.8375, "loss_cls": 1.55609, "loss": 1.55609, "grad_norm": 6.12082, "time": 1.98216}
{"mode": "train", "epoch": 46, "iter": 1180, "lr": 0.0002, "memory": 10966, "data_time": 0.0057, "top1_acc": 0.58555, "top5_acc": 0.8418, "loss_cls": 1.53824, "loss": 1.53824, "grad_norm": 6.33971, "time": 2.08011}
{"mode": "train", "epoch": 46, "iter": 1200, "lr": 0.0002, "memory": 10966, "data_time": 0.00457, "top1_acc": 0.57305, "top5_acc": 0.83164, "loss_cls": 1.57454, "loss": 1.57454, "grad_norm": 6.19812, "time": 2.14396}
{"mode": "train", "epoch": 46, "iter": 1220, "lr": 0.0002, "memory": 10966, "data_time": 0.00547, "top1_acc": 0.57812, "top5_acc": 0.84609, "loss_cls": 1.53259, "loss": 1.53259, "grad_norm": 6.21237, "time": 2.14641}
{"mode": "train", "epoch": 46, "iter": 1240, "lr": 0.0002, "memory": 10966, "data_time": 0.00578, "top1_acc": 0.58477, "top5_acc": 0.84297, "loss_cls": 1.54874, "loss": 1.54874, "grad_norm": 6.37282, "time": 1.98617}
{"mode": "train", "epoch": 46, "iter": 1260, "lr": 0.0002, "memory": 10966, "data_time": 0.00451, "top1_acc": 0.60117, "top5_acc": 0.85234, "loss_cls": 1.48212, "loss": 1.48212, "grad_norm": 6.15357, "time": 2.08782}
{"mode": "train", "epoch": 46, "iter": 1280, "lr": 0.0002, "memory": 10966, "data_time": 0.24166, "top1_acc": 0.58828, "top5_acc": 0.8457, "loss_cls": 1.54395, "loss": 1.54395, "grad_norm": 6.23198, "time": 2.03898}
{"mode": "train", "epoch": 46, "iter": 1300, "lr": 0.0002, "memory": 10966, "data_time": 0.10075, "top1_acc": 0.56523, "top5_acc": 0.83398, "loss_cls": 1.55791, "loss": 1.55791, "grad_norm": 6.27063, "time": 1.99549}
{"mode": "train", "epoch": 46, "iter": 1320, "lr": 0.0002, "memory": 10966, "data_time": 0.3042, "top1_acc": 0.5627, "top5_acc": 0.84286, "loss_cls": 1.5759, "loss": 1.5759, "grad_norm": 6.38838, "time": 1.87406}
{"mode": "val", "epoch": 46, "iter": 1320, "lr": 0.0002, "top1_acc": 0.31723, "top5_acc": 0.61384, "mean_class_accuracy": 0.25467}
{"mode": "train", "epoch": 47, "iter": 20, "lr": 0.0002, "memory": 10966, "data_time": 4.75611, "top1_acc": 0.5668, "top5_acc": 0.82773, "loss_cls": 1.58918, "loss": 1.58918, "grad_norm": 6.33373, "time": 6.38445}
{"mode": "train", "epoch": 47, "iter": 40, "lr": 0.0002, "memory": 10966, "data_time": 0.01485, "top1_acc": 0.56992, "top5_acc": 0.82734, "loss_cls": 1.59028, "loss": 1.59028, "grad_norm": 6.26465, "time": 2.01783}
{"mode": "train", "epoch": 47, "iter": 60, "lr": 0.0002, "memory": 10966, "data_time": 0.00967, "top1_acc": 0.5832, "top5_acc": 0.84727, "loss_cls": 1.53908, "loss": 1.53908, "grad_norm": 6.2153, "time": 2.01264}
{"mode": "train", "epoch": 47, "iter": 80, "lr": 0.0002, "memory": 10966, "data_time": 0.0605, "top1_acc": 0.5668, "top5_acc": 0.85078, "loss_cls": 1.55059, "loss": 1.55059, "grad_norm": 6.2188, "time": 2.12042}
{"mode": "train", "epoch": 47, "iter": 100, "lr": 0.0002, "memory": 10966, "data_time": 0.01997, "top1_acc": 0.56094, "top5_acc": 0.83359, "loss_cls": 1.57228, "loss": 1.57228, "grad_norm": 6.33309, "time": 1.94149}
{"mode": "train", "epoch": 47, "iter": 120, "lr": 0.0002, "memory": 10966, "data_time": 0.49893, "top1_acc": 0.57891, "top5_acc": 0.85117, "loss_cls": 1.52223, "loss": 1.52223, "grad_norm": 6.09464, "time": 2.13654}
{"mode": "train", "epoch": 47, "iter": 140, "lr": 0.0002, "memory": 10966, "data_time": 1.36379, "top1_acc": 0.5957, "top5_acc": 0.8457, "loss_cls": 1.51222, "loss": 1.51222, "grad_norm": 6.02852, "time": 2.0298}
{"mode": "train", "epoch": 47, "iter": 160, "lr": 0.0002, "memory": 10966, "data_time": 1.39612, "top1_acc": 0.58789, "top5_acc": 0.85508, "loss_cls": 1.47937, "loss": 1.47937, "grad_norm": 6.05822, "time": 1.96951}
{"mode": "train", "epoch": 47, "iter": 180, "lr": 0.0002, "memory": 10966, "data_time": 1.46077, "top1_acc": 0.575, "top5_acc": 0.85117, "loss_cls": 1.52578, "loss": 1.52578, "grad_norm": 6.19421, "time": 2.15055}
{"mode": "train", "epoch": 47, "iter": 200, "lr": 0.0002, "memory": 10966, "data_time": 0.30956, "top1_acc": 0.57227, "top5_acc": 0.83672, "loss_cls": 1.56916, "loss": 1.56916, "grad_norm": 6.28367, "time": 2.10317}
{"mode": "train", "epoch": 47, "iter": 220, "lr": 0.0002, "memory": 10966, "data_time": 0.16709, "top1_acc": 0.57148, "top5_acc": 0.83242, "loss_cls": 1.57569, "loss": 1.57569, "grad_norm": 6.30888, "time": 1.96269}
{"mode": "train", "epoch": 47, "iter": 240, "lr": 0.0002, "memory": 10966, "data_time": 1.27127, "top1_acc": 0.59688, "top5_acc": 0.84375, "loss_cls": 1.51969, "loss": 1.51969, "grad_norm": 6.04843, "time": 2.06787}
{"mode": "train", "epoch": 47, "iter": 260, "lr": 0.0002, "memory": 10966, "data_time": 1.01293, "top1_acc": 0.58398, "top5_acc": 0.85156, "loss_cls": 1.49612, "loss": 1.49612, "grad_norm": 6.04901, "time": 1.99765}
{"mode": "train", "epoch": 47, "iter": 280, "lr": 0.0002, "memory": 10966, "data_time": 1.32363, "top1_acc": 0.57344, "top5_acc": 0.84102, "loss_cls": 1.54801, "loss": 1.54801, "grad_norm": 6.28959, "time": 2.09638}
{"mode": "train", "epoch": 47, "iter": 300, "lr": 0.0002, "memory": 10966, "data_time": 0.12204, "top1_acc": 0.56836, "top5_acc": 0.83867, "loss_cls": 1.54895, "loss": 1.54895, "grad_norm": 6.2183, "time": 2.06881}
{"mode": "train", "epoch": 47, "iter": 320, "lr": 0.0002, "memory": 10966, "data_time": 0.02784, "top1_acc": 0.58047, "top5_acc": 0.84336, "loss_cls": 1.52831, "loss": 1.52831, "grad_norm": 5.99766, "time": 2.08428}
{"mode": "train", "epoch": 47, "iter": 340, "lr": 0.0002, "memory": 10966, "data_time": 0.01435, "top1_acc": 0.58945, "top5_acc": 0.84688, "loss_cls": 1.51843, "loss": 1.51843, "grad_norm": 6.20983, "time": 2.00345}
{"mode": "train", "epoch": 47, "iter": 360, "lr": 0.0002, "memory": 10966, "data_time": 0.02602, "top1_acc": 0.56797, "top5_acc": 0.83828, "loss_cls": 1.57689, "loss": 1.57689, "grad_norm": 6.23026, "time": 2.19963}
{"mode": "train", "epoch": 47, "iter": 380, "lr": 0.0002, "memory": 10966, "data_time": 0.00123, "top1_acc": 0.60312, "top5_acc": 0.85352, "loss_cls": 1.46432, "loss": 1.46432, "grad_norm": 5.97419, "time": 1.93368}
{"mode": "train", "epoch": 47, "iter": 400, "lr": 0.0002, "memory": 10966, "data_time": 0.12966, "top1_acc": 0.5625, "top5_acc": 0.82969, "loss_cls": 1.59634, "loss": 1.59634, "grad_norm": 6.22582, "time": 2.09212}
{"mode": "train", "epoch": 47, "iter": 420, "lr": 0.0002, "memory": 10966, "data_time": 0.00371, "top1_acc": 0.58281, "top5_acc": 0.84922, "loss_cls": 1.51986, "loss": 1.51986, "grad_norm": 6.20443, "time": 2.08678}
{"mode": "train", "epoch": 47, "iter": 440, "lr": 0.0002, "memory": 10966, "data_time": 0.00312, "top1_acc": 0.56797, "top5_acc": 0.83125, "loss_cls": 1.56055, "loss": 1.56055, "grad_norm": 6.32779, "time": 2.08923}
{"mode": "train", "epoch": 47, "iter": 460, "lr": 0.0002, "memory": 10966, "data_time": 0.00284, "top1_acc": 0.57891, "top5_acc": 0.83711, "loss_cls": 1.56351, "loss": 1.56351, "grad_norm": 6.26864, "time": 2.08892}
{"mode": "train", "epoch": 47, "iter": 480, "lr": 0.0002, "memory": 10966, "data_time": 0.00418, "top1_acc": 0.575, "top5_acc": 0.84688, "loss_cls": 1.54789, "loss": 1.54789, "grad_norm": 6.13477, "time": 1.98163}
{"mode": "train", "epoch": 47, "iter": 500, "lr": 0.0002, "memory": 10966, "data_time": 0.00322, "top1_acc": 0.57422, "top5_acc": 0.84336, "loss_cls": 1.51911, "loss": 1.51911, "grad_norm": 6.2723, "time": 2.05425}
{"mode": "train", "epoch": 47, "iter": 520, "lr": 0.0002, "memory": 10966, "data_time": 0.00802, "top1_acc": 0.5707, "top5_acc": 0.83359, "loss_cls": 1.5797, "loss": 1.5797, "grad_norm": 6.30052, "time": 2.07299}
{"mode": "train", "epoch": 47, "iter": 540, "lr": 0.0002, "memory": 10966, "data_time": 0.00352, "top1_acc": 0.57773, "top5_acc": 0.82734, "loss_cls": 1.58291, "loss": 1.58291, "grad_norm": 6.30407, "time": 2.00965}
{"mode": "train", "epoch": 47, "iter": 560, "lr": 0.0002, "memory": 10966, "data_time": 0.00609, "top1_acc": 0.5793, "top5_acc": 0.83984, "loss_cls": 1.5232, "loss": 1.5232, "grad_norm": 6.20007, "time": 2.04483}
{"mode": "train", "epoch": 47, "iter": 580, "lr": 0.0002, "memory": 10966, "data_time": 0.12959, "top1_acc": 0.5832, "top5_acc": 0.84727, "loss_cls": 1.5056, "loss": 1.5056, "grad_norm": 6.18774, "time": 2.09009}
{"mode": "train", "epoch": 47, "iter": 600, "lr": 0.0002, "memory": 10966, "data_time": 0.08389, "top1_acc": 0.58984, "top5_acc": 0.84883, "loss_cls": 1.49253, "loss": 1.49253, "grad_norm": 6.20191, "time": 2.10004}
{"mode": "train", "epoch": 47, "iter": 620, "lr": 0.0002, "memory": 10966, "data_time": 0.00316, "top1_acc": 0.57812, "top5_acc": 0.84648, "loss_cls": 1.51327, "loss": 1.51327, "grad_norm": 6.23256, "time": 2.07748}
{"mode": "train", "epoch": 47, "iter": 640, "lr": 0.0002, "memory": 10966, "data_time": 0.51227, "top1_acc": 0.58281, "top5_acc": 0.83945, "loss_cls": 1.53138, "loss": 1.53138, "grad_norm": 6.29009, "time": 2.0322}
{"mode": "train", "epoch": 47, "iter": 660, "lr": 0.0002, "memory": 10966, "data_time": 0.12285, "top1_acc": 0.58281, "top5_acc": 0.8457, "loss_cls": 1.51167, "loss": 1.51167, "grad_norm": 6.16309, "time": 2.05674}
{"mode": "train", "epoch": 47, "iter": 680, "lr": 0.0002, "memory": 10966, "data_time": 0.33141, "top1_acc": 0.59297, "top5_acc": 0.84844, "loss_cls": 1.51863, "loss": 1.51863, "grad_norm": 6.10403, "time": 2.12778}
{"mode": "train", "epoch": 47, "iter": 700, "lr": 0.0002, "memory": 10966, "data_time": 0.33074, "top1_acc": 0.58203, "top5_acc": 0.83789, "loss_cls": 1.53198, "loss": 1.53198, "grad_norm": 6.23286, "time": 1.99309}
{"mode": "train", "epoch": 47, "iter": 720, "lr": 0.0002, "memory": 10966, "data_time": 0.00226, "top1_acc": 0.575, "top5_acc": 0.84141, "loss_cls": 1.56266, "loss": 1.56266, "grad_norm": 6.26738, "time": 2.05387}
{"mode": "train", "epoch": 47, "iter": 740, "lr": 0.0002, "memory": 10966, "data_time": 0.00295, "top1_acc": 0.56484, "top5_acc": 0.84414, "loss_cls": 1.549, "loss": 1.549, "grad_norm": 6.27993, "time": 2.10304}
{"mode": "train", "epoch": 47, "iter": 760, "lr": 0.0002, "memory": 10966, "data_time": 0.00313, "top1_acc": 0.58047, "top5_acc": 0.83789, "loss_cls": 1.56387, "loss": 1.56387, "grad_norm": 6.22857, "time": 1.98411}
{"mode": "train", "epoch": 47, "iter": 780, "lr": 0.0002, "memory": 10966, "data_time": 0.00315, "top1_acc": 0.5832, "top5_acc": 0.84414, "loss_cls": 1.54934, "loss": 1.54934, "grad_norm": 6.33359, "time": 2.17434}
{"mode": "train", "epoch": 47, "iter": 800, "lr": 0.0002, "memory": 10966, "data_time": 0.0071, "top1_acc": 0.57578, "top5_acc": 0.84883, "loss_cls": 1.54259, "loss": 1.54259, "grad_norm": 6.18737, "time": 1.93601}
{"mode": "train", "epoch": 47, "iter": 820, "lr": 0.0002, "memory": 10966, "data_time": 0.01995, "top1_acc": 0.56836, "top5_acc": 0.84336, "loss_cls": 1.54148, "loss": 1.54148, "grad_norm": 6.2692, "time": 2.30568}
{"mode": "train", "epoch": 47, "iter": 840, "lr": 0.0002, "memory": 10966, "data_time": 0.01247, "top1_acc": 0.58477, "top5_acc": 0.84766, "loss_cls": 1.52837, "loss": 1.52837, "grad_norm": 6.36801, "time": 1.898}
{"mode": "train", "epoch": 47, "iter": 860, "lr": 0.0002, "memory": 10966, "data_time": 0.16733, "top1_acc": 0.58359, "top5_acc": 0.84727, "loss_cls": 1.49058, "loss": 1.49058, "grad_norm": 6.25407, "time": 2.08076}
{"mode": "train", "epoch": 47, "iter": 880, "lr": 0.0002, "memory": 10966, "data_time": 0.00387, "top1_acc": 0.57344, "top5_acc": 0.84102, "loss_cls": 1.57109, "loss": 1.57109, "grad_norm": 6.44863, "time": 2.09085}
{"mode": "train", "epoch": 47, "iter": 900, "lr": 0.0002, "memory": 10966, "data_time": 0.00562, "top1_acc": 0.59141, "top5_acc": 0.85469, "loss_cls": 1.50331, "loss": 1.50331, "grad_norm": 6.11385, "time": 2.04125}
{"mode": "train", "epoch": 47, "iter": 920, "lr": 0.0002, "memory": 10966, "data_time": 0.00432, "top1_acc": 0.58086, "top5_acc": 0.84219, "loss_cls": 1.52278, "loss": 1.52278, "grad_norm": 6.14705, "time": 2.02873}
{"mode": "train", "epoch": 47, "iter": 940, "lr": 0.0002, "memory": 10966, "data_time": 0.12946, "top1_acc": 0.575, "top5_acc": 0.84023, "loss_cls": 1.54258, "loss": 1.54258, "grad_norm": 6.22998, "time": 2.10503}
{"mode": "train", "epoch": 47, "iter": 960, "lr": 0.0002, "memory": 10966, "data_time": 0.00298, "top1_acc": 0.5832, "top5_acc": 0.85039, "loss_cls": 1.51285, "loss": 1.51285, "grad_norm": 6.21553, "time": 2.00071}
{"mode": "train", "epoch": 47, "iter": 980, "lr": 0.0002, "memory": 10966, "data_time": 0.0359, "top1_acc": 0.57812, "top5_acc": 0.83906, "loss_cls": 1.57393, "loss": 1.57393, "grad_norm": 6.38694, "time": 2.22496}
{"mode": "train", "epoch": 47, "iter": 1000, "lr": 0.0002, "memory": 10966, "data_time": 0.00791, "top1_acc": 0.57109, "top5_acc": 0.83086, "loss_cls": 1.57705, "loss": 1.57705, "grad_norm": 6.23576, "time": 1.95783}
{"mode": "train", "epoch": 47, "iter": 1020, "lr": 0.0002, "memory": 10966, "data_time": 0.1343, "top1_acc": 0.58633, "top5_acc": 0.84492, "loss_cls": 1.52127, "loss": 1.52127, "grad_norm": 6.22045, "time": 2.00541}
{"mode": "train", "epoch": 47, "iter": 1040, "lr": 0.0002, "memory": 10966, "data_time": 0.00645, "top1_acc": 0.57266, "top5_acc": 0.84258, "loss_cls": 1.53537, "loss": 1.53537, "grad_norm": 6.2951, "time": 2.11548}
{"mode": "train", "epoch": 47, "iter": 1060, "lr": 0.0002, "memory": 10966, "data_time": 0.06077, "top1_acc": 0.58203, "top5_acc": 0.85391, "loss_cls": 1.4828, "loss": 1.4828, "grad_norm": 6.05839, "time": 2.03066}
{"mode": "train", "epoch": 47, "iter": 1080, "lr": 0.0002, "memory": 10966, "data_time": 0.09319, "top1_acc": 0.58047, "top5_acc": 0.84531, "loss_cls": 1.50282, "loss": 1.50282, "grad_norm": 6.12104, "time": 2.00872}
{"mode": "train", "epoch": 47, "iter": 1100, "lr": 0.0002, "memory": 10966, "data_time": 0.00343, "top1_acc": 0.58281, "top5_acc": 0.84844, "loss_cls": 1.51825, "loss": 1.51825, "grad_norm": 6.19104, "time": 2.18605}
{"mode": "train", "epoch": 47, "iter": 1120, "lr": 0.0002, "memory": 10966, "data_time": 0.00574, "top1_acc": 0.56875, "top5_acc": 0.8375, "loss_cls": 1.59304, "loss": 1.59304, "grad_norm": 6.25989, "time": 1.97841}
{"mode": "train", "epoch": 47, "iter": 1140, "lr": 0.0002, "memory": 10966, "data_time": 0.01095, "top1_acc": 0.58789, "top5_acc": 0.84023, "loss_cls": 1.53296, "loss": 1.53296, "grad_norm": 6.18582, "time": 1.95151}
{"mode": "train", "epoch": 47, "iter": 1160, "lr": 0.0002, "memory": 10966, "data_time": 0.00488, "top1_acc": 0.56953, "top5_acc": 0.84297, "loss_cls": 1.56597, "loss": 1.56597, "grad_norm": 6.28916, "time": 2.03655}
{"mode": "train", "epoch": 47, "iter": 1180, "lr": 0.0002, "memory": 10966, "data_time": 0.0073, "top1_acc": 0.57148, "top5_acc": 0.83867, "loss_cls": 1.57998, "loss": 1.57998, "grad_norm": 6.28213, "time": 2.09658}
{"mode": "train", "epoch": 47, "iter": 1200, "lr": 0.0002, "memory": 10966, "data_time": 0.23461, "top1_acc": 0.57656, "top5_acc": 0.84688, "loss_cls": 1.50427, "loss": 1.50427, "grad_norm": 6.11459, "time": 2.05616}
{"mode": "train", "epoch": 47, "iter": 1220, "lr": 0.0002, "memory": 10966, "data_time": 0.05206, "top1_acc": 0.58398, "top5_acc": 0.84805, "loss_cls": 1.50125, "loss": 1.50125, "grad_norm": 6.208, "time": 2.09945}
{"mode": "train", "epoch": 47, "iter": 1240, "lr": 0.0002, "memory": 10966, "data_time": 0.01605, "top1_acc": 0.59375, "top5_acc": 0.83242, "loss_cls": 1.54857, "loss": 1.54857, "grad_norm": 6.25405, "time": 2.00284}
{"mode": "train", "epoch": 47, "iter": 1260, "lr": 0.0002, "memory": 10966, "data_time": 0.004, "top1_acc": 0.57031, "top5_acc": 0.84336, "loss_cls": 1.53519, "loss": 1.53519, "grad_norm": 6.19889, "time": 2.0775}
{"mode": "train", "epoch": 47, "iter": 1280, "lr": 0.0002, "memory": 10966, "data_time": 0.0038, "top1_acc": 0.57891, "top5_acc": 0.84062, "loss_cls": 1.54723, "loss": 1.54723, "grad_norm": 6.13562, "time": 2.08624}
{"mode": "train", "epoch": 47, "iter": 1300, "lr": 0.0002, "memory": 10966, "data_time": 0.00227, "top1_acc": 0.58555, "top5_acc": 0.83555, "loss_cls": 1.53096, "loss": 1.53096, "grad_norm": 6.11902, "time": 2.04592}
{"mode": "train", "epoch": 47, "iter": 1320, "lr": 0.0002, "memory": 10966, "data_time": 0.00494, "top1_acc": 0.5881, "top5_acc": 0.84246, "loss_cls": 1.53136, "loss": 1.53136, "grad_norm": 6.27936, "time": 1.83118}
{"mode": "val", "epoch": 47, "iter": 1320, "lr": 0.0002, "top1_acc": 0.31687, "top5_acc": 0.61444, "mean_class_accuracy": 0.25176}
{"mode": "train", "epoch": 48, "iter": 20, "lr": 0.0002, "memory": 10966, "data_time": 5.21303, "top1_acc": 0.5875, "top5_acc": 0.84648, "loss_cls": 1.50259, "loss": 1.50259, "grad_norm": 6.08352, "time": 6.49503}
{"mode": "train", "epoch": 48, "iter": 40, "lr": 0.0002, "memory": 10966, "data_time": 0.01053, "top1_acc": 0.59141, "top5_acc": 0.85195, "loss_cls": 1.47024, "loss": 1.47024, "grad_norm": 6.02347, "time": 2.10266}
{"mode": "train", "epoch": 48, "iter": 60, "lr": 0.0002, "memory": 10966, "data_time": 0.0046, "top1_acc": 0.58906, "top5_acc": 0.84453, "loss_cls": 1.4995, "loss": 1.4995, "grad_norm": 6.0756, "time": 1.99059}
{"mode": "train", "epoch": 48, "iter": 80, "lr": 0.0002, "memory": 10966, "data_time": 0.04704, "top1_acc": 0.59609, "top5_acc": 0.85039, "loss_cls": 1.51408, "loss": 1.51408, "grad_norm": 6.22194, "time": 2.01995}
{"mode": "train", "epoch": 48, "iter": 100, "lr": 0.0002, "memory": 10966, "data_time": 0.00667, "top1_acc": 0.56875, "top5_acc": 0.83594, "loss_cls": 1.56342, "loss": 1.56342, "grad_norm": 6.46702, "time": 2.11577}
{"mode": "train", "epoch": 48, "iter": 120, "lr": 0.0002, "memory": 10966, "data_time": 0.00231, "top1_acc": 0.575, "top5_acc": 0.85508, "loss_cls": 1.50488, "loss": 1.50488, "grad_norm": 6.22733, "time": 2.00397}
{"mode": "train", "epoch": 48, "iter": 140, "lr": 0.0002, "memory": 10966, "data_time": 0.0039, "top1_acc": 0.58281, "top5_acc": 0.84492, "loss_cls": 1.52341, "loss": 1.52341, "grad_norm": 6.33887, "time": 2.12797}
{"mode": "train", "epoch": 48, "iter": 160, "lr": 0.0002, "memory": 10966, "data_time": 0.00487, "top1_acc": 0.58555, "top5_acc": 0.84336, "loss_cls": 1.52333, "loss": 1.52333, "grad_norm": 6.08882, "time": 1.95849}
{"mode": "train", "epoch": 48, "iter": 180, "lr": 0.0002, "memory": 10966, "data_time": 0.00226, "top1_acc": 0.60156, "top5_acc": 0.84023, "loss_cls": 1.53557, "loss": 1.53557, "grad_norm": 6.14932, "time": 2.07833}
{"mode": "train", "epoch": 48, "iter": 200, "lr": 0.0002, "memory": 10966, "data_time": 0.00519, "top1_acc": 0.57617, "top5_acc": 0.84492, "loss_cls": 1.54762, "loss": 1.54762, "grad_norm": 6.23456, "time": 2.02769}
{"mode": "train", "epoch": 48, "iter": 220, "lr": 0.0002, "memory": 10966, "data_time": 0.00409, "top1_acc": 0.57188, "top5_acc": 0.85156, "loss_cls": 1.52404, "loss": 1.52404, "grad_norm": 6.17177, "time": 2.0256}
{"mode": "train", "epoch": 48, "iter": 240, "lr": 0.0002, "memory": 10966, "data_time": 0.0044, "top1_acc": 0.5707, "top5_acc": 0.84023, "loss_cls": 1.55827, "loss": 1.55827, "grad_norm": 6.45781, "time": 1.99983}
{"mode": "train", "epoch": 48, "iter": 260, "lr": 0.0002, "memory": 10966, "data_time": 0.00367, "top1_acc": 0.58281, "top5_acc": 0.84922, "loss_cls": 1.52606, "loss": 1.52606, "grad_norm": 6.16845, "time": 2.11954}
{"mode": "train", "epoch": 48, "iter": 280, "lr": 0.0002, "memory": 10966, "data_time": 0.00347, "top1_acc": 0.58906, "top5_acc": 0.84727, "loss_cls": 1.5128, "loss": 1.5128, "grad_norm": 6.2014, "time": 2.03924}
{"mode": "train", "epoch": 48, "iter": 300, "lr": 0.0002, "memory": 10966, "data_time": 0.01151, "top1_acc": 0.58125, "top5_acc": 0.84688, "loss_cls": 1.50551, "loss": 1.50551, "grad_norm": 6.07439, "time": 2.10591}
{"mode": "train", "epoch": 48, "iter": 320, "lr": 0.0002, "memory": 10966, "data_time": 0.05524, "top1_acc": 0.56289, "top5_acc": 0.83672, "loss_cls": 1.55298, "loss": 1.55298, "grad_norm": 6.28533, "time": 1.99235}
{"mode": "train", "epoch": 48, "iter": 340, "lr": 0.0002, "memory": 10966, "data_time": 0.00566, "top1_acc": 0.5668, "top5_acc": 0.84375, "loss_cls": 1.55654, "loss": 1.55654, "grad_norm": 6.37194, "time": 2.05444}
{"mode": "train", "epoch": 48, "iter": 360, "lr": 0.0002, "memory": 10966, "data_time": 0.00615, "top1_acc": 0.5832, "top5_acc": 0.85273, "loss_cls": 1.48525, "loss": 1.48525, "grad_norm": 6.2878, "time": 2.06958}
{"mode": "train", "epoch": 48, "iter": 380, "lr": 0.0002, "memory": 10966, "data_time": 0.10051, "top1_acc": 0.59453, "top5_acc": 0.84688, "loss_cls": 1.5055, "loss": 1.5055, "grad_norm": 6.0694, "time": 2.05975}
{"mode": "train", "epoch": 48, "iter": 400, "lr": 0.0002, "memory": 10966, "data_time": 0.00594, "top1_acc": 0.56211, "top5_acc": 0.8418, "loss_cls": 1.55093, "loss": 1.55093, "grad_norm": 6.35356, "time": 2.02296}
{"mode": "train", "epoch": 48, "iter": 420, "lr": 0.0002, "memory": 10966, "data_time": 0.00372, "top1_acc": 0.56328, "top5_acc": 0.83594, "loss_cls": 1.60323, "loss": 1.60323, "grad_norm": 6.46371, "time": 2.36913}
{"mode": "train", "epoch": 48, "iter": 440, "lr": 0.0002, "memory": 10966, "data_time": 0.01156, "top1_acc": 0.56406, "top5_acc": 0.83789, "loss_cls": 1.55908, "loss": 1.55908, "grad_norm": 6.21678, "time": 1.78954}
{"mode": "train", "epoch": 48, "iter": 460, "lr": 0.0002, "memory": 10966, "data_time": 0.02896, "top1_acc": 0.56484, "top5_acc": 0.83594, "loss_cls": 1.57644, "loss": 1.57644, "grad_norm": 6.31868, "time": 2.10541}
{"mode": "train", "epoch": 48, "iter": 480, "lr": 0.0002, "memory": 10966, "data_time": 0.11955, "top1_acc": 0.57422, "top5_acc": 0.84922, "loss_cls": 1.55469, "loss": 1.55469, "grad_norm": 6.24352, "time": 2.07416}
{"mode": "train", "epoch": 48, "iter": 500, "lr": 0.0002, "memory": 10966, "data_time": 0.08949, "top1_acc": 0.57812, "top5_acc": 0.82695, "loss_cls": 1.59506, "loss": 1.59506, "grad_norm": 6.31898, "time": 2.06583}
{"mode": "train", "epoch": 48, "iter": 520, "lr": 0.0002, "memory": 10966, "data_time": 0.0488, "top1_acc": 0.57969, "top5_acc": 0.85352, "loss_cls": 1.50377, "loss": 1.50377, "grad_norm": 6.20276, "time": 2.08703}
{"mode": "train", "epoch": 48, "iter": 540, "lr": 0.0002, "memory": 10966, "data_time": 0.00374, "top1_acc": 0.58984, "top5_acc": 0.84961, "loss_cls": 1.49345, "loss": 1.49345, "grad_norm": 6.09939, "time": 2.03424}
{"mode": "train", "epoch": 48, "iter": 560, "lr": 0.0002, "memory": 10966, "data_time": 0.00698, "top1_acc": 0.5707, "top5_acc": 0.83906, "loss_cls": 1.55313, "loss": 1.55313, "grad_norm": 6.34949, "time": 2.11647}
{"mode": "train", "epoch": 48, "iter": 580, "lr": 0.0002, "memory": 10966, "data_time": 0.00471, "top1_acc": 0.56758, "top5_acc": 0.84102, "loss_cls": 1.55086, "loss": 1.55086, "grad_norm": 6.3228, "time": 2.03942}
{"mode": "train", "epoch": 48, "iter": 600, "lr": 0.0002, "memory": 10966, "data_time": 0.00528, "top1_acc": 0.56992, "top5_acc": 0.84844, "loss_cls": 1.53125, "loss": 1.53125, "grad_norm": 6.24797, "time": 2.07034}
{"mode": "train", "epoch": 48, "iter": 620, "lr": 0.0002, "memory": 10966, "data_time": 0.00359, "top1_acc": 0.55625, "top5_acc": 0.83164, "loss_cls": 1.6114, "loss": 1.6114, "grad_norm": 6.43059, "time": 2.12439}
{"mode": "train", "epoch": 48, "iter": 640, "lr": 0.0002, "memory": 10966, "data_time": 0.00579, "top1_acc": 0.56445, "top5_acc": 0.83984, "loss_cls": 1.5652, "loss": 1.5652, "grad_norm": 6.22581, "time": 2.09619}
{"mode": "train", "epoch": 48, "iter": 660, "lr": 0.0002, "memory": 10966, "data_time": 0.01035, "top1_acc": 0.575, "top5_acc": 0.84766, "loss_cls": 1.54575, "loss": 1.54575, "grad_norm": 6.13344, "time": 2.09216}
{"mode": "train", "epoch": 48, "iter": 680, "lr": 0.0002, "memory": 10966, "data_time": 0.00562, "top1_acc": 0.57461, "top5_acc": 0.83789, "loss_cls": 1.54958, "loss": 1.54958, "grad_norm": 6.12679, "time": 2.19161}
{"mode": "train", "epoch": 48, "iter": 700, "lr": 0.0002, "memory": 10966, "data_time": 0.00453, "top1_acc": 0.57305, "top5_acc": 0.84336, "loss_cls": 1.54956, "loss": 1.54956, "grad_norm": 6.21054, "time": 1.91173}
{"mode": "train", "epoch": 48, "iter": 720, "lr": 0.0002, "memory": 10966, "data_time": 0.00654, "top1_acc": 0.58281, "top5_acc": 0.84453, "loss_cls": 1.51993, "loss": 1.51993, "grad_norm": 6.15876, "time": 2.12213}
{"mode": "train", "epoch": 48, "iter": 740, "lr": 0.0002, "memory": 10966, "data_time": 0.00551, "top1_acc": 0.57812, "top5_acc": 0.84336, "loss_cls": 1.54873, "loss": 1.54873, "grad_norm": 6.3603, "time": 2.09684}
{"mode": "train", "epoch": 48, "iter": 760, "lr": 0.0002, "memory": 10966, "data_time": 0.00645, "top1_acc": 0.59727, "top5_acc": 0.85703, "loss_cls": 1.47298, "loss": 1.47298, "grad_norm": 6.04212, "time": 2.04122}
{"mode": "train", "epoch": 48, "iter": 780, "lr": 0.0002, "memory": 10966, "data_time": 0.04563, "top1_acc": 0.59141, "top5_acc": 0.84453, "loss_cls": 1.50711, "loss": 1.50711, "grad_norm": 6.22221, "time": 1.9438}
{"mode": "train", "epoch": 48, "iter": 800, "lr": 0.0002, "memory": 10966, "data_time": 0.00542, "top1_acc": 0.56992, "top5_acc": 0.85156, "loss_cls": 1.53529, "loss": 1.53529, "grad_norm": 6.26725, "time": 2.13642}
{"mode": "train", "epoch": 48, "iter": 820, "lr": 0.0002, "memory": 10966, "data_time": 0.01584, "top1_acc": 0.56133, "top5_acc": 0.83633, "loss_cls": 1.58041, "loss": 1.58041, "grad_norm": 6.46297, "time": 2.02957}
{"mode": "train", "epoch": 48, "iter": 840, "lr": 0.0002, "memory": 10966, "data_time": 0.2088, "top1_acc": 0.60508, "top5_acc": 0.85469, "loss_cls": 1.47591, "loss": 1.47591, "grad_norm": 6.01183, "time": 1.99597}
{"mode": "train", "epoch": 48, "iter": 860, "lr": 0.0002, "memory": 10966, "data_time": 0.00428, "top1_acc": 0.58203, "top5_acc": 0.85586, "loss_cls": 1.51123, "loss": 1.51123, "grad_norm": 6.21733, "time": 2.22358}
{"mode": "train", "epoch": 48, "iter": 880, "lr": 0.0002, "memory": 10966, "data_time": 0.01655, "top1_acc": 0.57109, "top5_acc": 0.84844, "loss_cls": 1.54323, "loss": 1.54323, "grad_norm": 6.36648, "time": 2.06241}
{"mode": "train", "epoch": 48, "iter": 900, "lr": 0.0002, "memory": 10966, "data_time": 0.15155, "top1_acc": 0.58711, "top5_acc": 0.83477, "loss_cls": 1.543, "loss": 1.543, "grad_norm": 6.24158, "time": 1.98053}
{"mode": "train", "epoch": 48, "iter": 920, "lr": 0.0002, "memory": 10966, "data_time": 0.66404, "top1_acc": 0.57852, "top5_acc": 0.84727, "loss_cls": 1.54783, "loss": 1.54783, "grad_norm": 6.22419, "time": 2.13001}
{"mode": "train", "epoch": 48, "iter": 940, "lr": 0.0002, "memory": 10966, "data_time": 0.27496, "top1_acc": 0.58125, "top5_acc": 0.84883, "loss_cls": 1.52169, "loss": 1.52169, "grad_norm": 6.43715, "time": 2.02409}
{"mode": "train", "epoch": 48, "iter": 960, "lr": 0.0002, "memory": 10966, "data_time": 0.00416, "top1_acc": 0.58164, "top5_acc": 0.84531, "loss_cls": 1.53004, "loss": 1.53004, "grad_norm": 6.27478, "time": 2.05826}
{"mode": "train", "epoch": 48, "iter": 980, "lr": 0.0002, "memory": 10966, "data_time": 0.16884, "top1_acc": 0.56563, "top5_acc": 0.82852, "loss_cls": 1.56466, "loss": 1.56466, "grad_norm": 6.45748, "time": 1.93358}
{"mode": "train", "epoch": 48, "iter": 1000, "lr": 0.0002, "memory": 10966, "data_time": 1.46723, "top1_acc": 0.58242, "top5_acc": 0.84141, "loss_cls": 1.51303, "loss": 1.51303, "grad_norm": 6.2855, "time": 2.10441}
{"mode": "train", "epoch": 48, "iter": 1020, "lr": 0.0002, "memory": 10966, "data_time": 1.42603, "top1_acc": 0.56914, "top5_acc": 0.84375, "loss_cls": 1.55776, "loss": 1.55776, "grad_norm": 6.28224, "time": 2.23634}
{"mode": "train", "epoch": 48, "iter": 1040, "lr": 0.0002, "memory": 10966, "data_time": 0.2828, "top1_acc": 0.5625, "top5_acc": 0.84062, "loss_cls": 1.56278, "loss": 1.56278, "grad_norm": 6.32386, "time": 2.01575}
{"mode": "train", "epoch": 48, "iter": 1060, "lr": 0.0002, "memory": 10966, "data_time": 0.0051, "top1_acc": 0.58242, "top5_acc": 0.84023, "loss_cls": 1.5492, "loss": 1.5492, "grad_norm": 6.29443, "time": 2.10418}
{"mode": "train", "epoch": 48, "iter": 1080, "lr": 0.0002, "memory": 10966, "data_time": 0.00616, "top1_acc": 0.58711, "top5_acc": 0.84062, "loss_cls": 1.51966, "loss": 1.51966, "grad_norm": 6.27491, "time": 2.03222}
{"mode": "train", "epoch": 48, "iter": 1100, "lr": 0.0002, "memory": 10966, "data_time": 0.18878, "top1_acc": 0.58516, "top5_acc": 0.85078, "loss_cls": 1.51982, "loss": 1.51982, "grad_norm": 6.13418, "time": 2.01367}
{"mode": "train", "epoch": 48, "iter": 1120, "lr": 0.0002, "memory": 10966, "data_time": 0.08676, "top1_acc": 0.57773, "top5_acc": 0.83711, "loss_cls": 1.55326, "loss": 1.55326, "grad_norm": 6.33585, "time": 2.12633}
{"mode": "train", "epoch": 48, "iter": 1140, "lr": 0.0002, "memory": 10966, "data_time": 0.00644, "top1_acc": 0.5875, "top5_acc": 0.83867, "loss_cls": 1.51049, "loss": 1.51049, "grad_norm": 6.09639, "time": 2.11884}
{"mode": "train", "epoch": 48, "iter": 1160, "lr": 0.0002, "memory": 10966, "data_time": 0.08396, "top1_acc": 0.58281, "top5_acc": 0.84805, "loss_cls": 1.51227, "loss": 1.51227, "grad_norm": 6.22513, "time": 1.93755}
{"mode": "train", "epoch": 48, "iter": 1180, "lr": 0.0002, "memory": 10966, "data_time": 0.14177, "top1_acc": 0.57891, "top5_acc": 0.83945, "loss_cls": 1.55314, "loss": 1.55314, "grad_norm": 6.30885, "time": 2.13973}
{"mode": "train", "epoch": 48, "iter": 1200, "lr": 0.0002, "memory": 10966, "data_time": 0.97535, "top1_acc": 0.57383, "top5_acc": 0.84961, "loss_cls": 1.5246, "loss": 1.5246, "grad_norm": 6.16316, "time": 2.04334}
{"mode": "train", "epoch": 48, "iter": 1220, "lr": 0.0002, "memory": 10966, "data_time": 0.96424, "top1_acc": 0.57188, "top5_acc": 0.83633, "loss_cls": 1.54991, "loss": 1.54991, "grad_norm": 6.29499, "time": 2.10899}
{"mode": "train", "epoch": 48, "iter": 1240, "lr": 0.0002, "memory": 10966, "data_time": 0.18582, "top1_acc": 0.58633, "top5_acc": 0.84688, "loss_cls": 1.51237, "loss": 1.51237, "grad_norm": 6.12949, "time": 2.04358}
{"mode": "train", "epoch": 48, "iter": 1260, "lr": 0.0002, "memory": 10966, "data_time": 0.01292, "top1_acc": 0.575, "top5_acc": 0.8332, "loss_cls": 1.55719, "loss": 1.55719, "grad_norm": 6.33684, "time": 2.13705}
{"mode": "train", "epoch": 48, "iter": 1280, "lr": 0.0002, "memory": 10966, "data_time": 0.00336, "top1_acc": 0.60078, "top5_acc": 0.84336, "loss_cls": 1.51623, "loss": 1.51623, "grad_norm": 6.15692, "time": 2.03774}
{"mode": "train", "epoch": 48, "iter": 1300, "lr": 0.0002, "memory": 10966, "data_time": 0.0602, "top1_acc": 0.57852, "top5_acc": 0.84961, "loss_cls": 1.5297, "loss": 1.5297, "grad_norm": 6.27726, "time": 1.96378}
{"mode": "train", "epoch": 48, "iter": 1320, "lr": 0.0002, "memory": 10966, "data_time": 0.34164, "top1_acc": 0.56349, "top5_acc": 0.84603, "loss_cls": 1.54249, "loss": 1.54249, "grad_norm": 6.31449, "time": 1.90801}
{"mode": "val", "epoch": 48, "iter": 1320, "lr": 0.0002, "top1_acc": 0.3161, "top5_acc": 0.6148, "mean_class_accuracy": 0.25275}
{"mode": "train", "epoch": 49, "iter": 20, "lr": 0.0002, "memory": 10966, "data_time": 5.69734, "top1_acc": 0.57578, "top5_acc": 0.84219, "loss_cls": 1.54991, "loss": 1.54991, "grad_norm": 6.3359, "time": 6.38024}
{"mode": "train", "epoch": 49, "iter": 40, "lr": 0.0002, "memory": 10966, "data_time": 1.05537, "top1_acc": 0.58242, "top5_acc": 0.84609, "loss_cls": 1.51077, "loss": 1.51077, "grad_norm": 6.22496, "time": 2.03595}
{"mode": "train", "epoch": 49, "iter": 60, "lr": 0.0002, "memory": 10966, "data_time": 0.73933, "top1_acc": 0.58281, "top5_acc": 0.83672, "loss_cls": 1.53291, "loss": 1.53291, "grad_norm": 6.37575, "time": 2.01862}
{"mode": "train", "epoch": 49, "iter": 80, "lr": 0.0002, "memory": 10966, "data_time": 0.12646, "top1_acc": 0.58516, "top5_acc": 0.85703, "loss_cls": 1.46741, "loss": 1.46741, "grad_norm": 6.16892, "time": 2.12601}
{"mode": "train", "epoch": 49, "iter": 100, "lr": 0.0002, "memory": 10966, "data_time": 0.64578, "top1_acc": 0.6, "top5_acc": 0.85586, "loss_cls": 1.449, "loss": 1.449, "grad_norm": 5.9593, "time": 2.02385}
{"mode": "train", "epoch": 49, "iter": 120, "lr": 0.0002, "memory": 10966, "data_time": 0.00872, "top1_acc": 0.58242, "top5_acc": 0.83477, "loss_cls": 1.5217, "loss": 1.5217, "grad_norm": 6.33755, "time": 2.13275}
{"mode": "train", "epoch": 49, "iter": 140, "lr": 0.0002, "memory": 10966, "data_time": 0.00178, "top1_acc": 0.58398, "top5_acc": 0.85859, "loss_cls": 1.50428, "loss": 1.50428, "grad_norm": 6.29884, "time": 2.01242}
{"mode": "train", "epoch": 49, "iter": 160, "lr": 0.0002, "memory": 10966, "data_time": 0.00098, "top1_acc": 0.57031, "top5_acc": 0.83711, "loss_cls": 1.54498, "loss": 1.54498, "grad_norm": 6.23436, "time": 2.0573}
{"mode": "train", "epoch": 49, "iter": 180, "lr": 0.0002, "memory": 10966, "data_time": 0.18858, "top1_acc": 0.59375, "top5_acc": 0.85039, "loss_cls": 1.4871, "loss": 1.4871, "grad_norm": 6.21453, "time": 1.94209}
{"mode": "train", "epoch": 49, "iter": 200, "lr": 0.0002, "memory": 10966, "data_time": 0.06862, "top1_acc": 0.57656, "top5_acc": 0.84062, "loss_cls": 1.52849, "loss": 1.52849, "grad_norm": 6.43582, "time": 2.14663}
{"mode": "train", "epoch": 49, "iter": 220, "lr": 0.0002, "memory": 10966, "data_time": 0.86401, "top1_acc": 0.59766, "top5_acc": 0.84023, "loss_cls": 1.51654, "loss": 1.51654, "grad_norm": 6.19625, "time": 2.02024}
{"mode": "train", "epoch": 49, "iter": 240, "lr": 0.0002, "memory": 10966, "data_time": 0.17699, "top1_acc": 0.56953, "top5_acc": 0.83398, "loss_cls": 1.55871, "loss": 1.55871, "grad_norm": 6.35939, "time": 2.1206}
{"mode": "train", "epoch": 49, "iter": 260, "lr": 0.0002, "memory": 10966, "data_time": 0.01332, "top1_acc": 0.58164, "top5_acc": 0.85195, "loss_cls": 1.49962, "loss": 1.49962, "grad_norm": 6.24022, "time": 2.0187}
{"mode": "train", "epoch": 49, "iter": 280, "lr": 0.0002, "memory": 10966, "data_time": 0.0015, "top1_acc": 0.58984, "top5_acc": 0.84727, "loss_cls": 1.49622, "loss": 1.49622, "grad_norm": 6.21765, "time": 2.04707}
{"mode": "train", "epoch": 49, "iter": 300, "lr": 0.0002, "memory": 10966, "data_time": 0.00604, "top1_acc": 0.58047, "top5_acc": 0.84766, "loss_cls": 1.54796, "loss": 1.54796, "grad_norm": 6.26676, "time": 2.05862}
{"mode": "train", "epoch": 49, "iter": 320, "lr": 0.0002, "memory": 10966, "data_time": 0.14761, "top1_acc": 0.58047, "top5_acc": 0.83164, "loss_cls": 1.56719, "loss": 1.56719, "grad_norm": 6.35812, "time": 2.1399}
{"mode": "train", "epoch": 49, "iter": 340, "lr": 0.0002, "memory": 10966, "data_time": 0.50999, "top1_acc": 0.57656, "top5_acc": 0.84531, "loss_cls": 1.55142, "loss": 1.55142, "grad_norm": 6.40229, "time": 1.95239}
{"mode": "train", "epoch": 49, "iter": 360, "lr": 0.0002, "memory": 10966, "data_time": 0.01186, "top1_acc": 0.58672, "top5_acc": 0.85234, "loss_cls": 1.48575, "loss": 1.48575, "grad_norm": 6.1857, "time": 2.04095}
{"mode": "train", "epoch": 49, "iter": 380, "lr": 0.0002, "memory": 10966, "data_time": 0.00246, "top1_acc": 0.56797, "top5_acc": 0.8543, "loss_cls": 1.51507, "loss": 1.51507, "grad_norm": 6.19799, "time": 1.98739}
{"mode": "train", "epoch": 49, "iter": 400, "lr": 0.0002, "memory": 10966, "data_time": 0.43467, "top1_acc": 0.59375, "top5_acc": 0.85898, "loss_cls": 1.49062, "loss": 1.49062, "grad_norm": 6.10125, "time": 2.10369}
{"mode": "train", "epoch": 49, "iter": 420, "lr": 0.0002, "memory": 10966, "data_time": 0.6715, "top1_acc": 0.58633, "top5_acc": 0.83594, "loss_cls": 1.53421, "loss": 1.53421, "grad_norm": 6.37562, "time": 1.98374}
{"mode": "train", "epoch": 49, "iter": 440, "lr": 0.0002, "memory": 10966, "data_time": 0.33783, "top1_acc": 0.58477, "top5_acc": 0.84492, "loss_cls": 1.53735, "loss": 1.53735, "grad_norm": 6.26113, "time": 2.01761}
{"mode": "train", "epoch": 49, "iter": 460, "lr": 0.0002, "memory": 10966, "data_time": 0.37977, "top1_acc": 0.57422, "top5_acc": 0.83242, "loss_cls": 1.57249, "loss": 1.57249, "grad_norm": 6.45668, "time": 2.05357}
{"mode": "train", "epoch": 49, "iter": 480, "lr": 0.0002, "memory": 10966, "data_time": 0.33215, "top1_acc": 0.57617, "top5_acc": 0.85117, "loss_cls": 1.5123, "loss": 1.5123, "grad_norm": 6.19124, "time": 2.07392}
{"mode": "train", "epoch": 49, "iter": 500, "lr": 0.0002, "memory": 10966, "data_time": 0.23223, "top1_acc": 0.57852, "top5_acc": 0.85039, "loss_cls": 1.52634, "loss": 1.52634, "grad_norm": 6.25456, "time": 2.07094}
{"mode": "train", "epoch": 49, "iter": 520, "lr": 0.0002, "memory": 10966, "data_time": 0.00718, "top1_acc": 0.57344, "top5_acc": 0.83242, "loss_cls": 1.56316, "loss": 1.56316, "grad_norm": 6.39885, "time": 2.01599}
{"mode": "train", "epoch": 49, "iter": 540, "lr": 0.0002, "memory": 10966, "data_time": 0.03973, "top1_acc": 0.57305, "top5_acc": 0.85078, "loss_cls": 1.52528, "loss": 1.52528, "grad_norm": 6.30595, "time": 1.99696}
{"mode": "train", "epoch": 49, "iter": 560, "lr": 0.0002, "memory": 10966, "data_time": 0.05441, "top1_acc": 0.58867, "top5_acc": 0.84922, "loss_cls": 1.50926, "loss": 1.50926, "grad_norm": 6.20011, "time": 2.14452}
{"mode": "train", "epoch": 49, "iter": 580, "lr": 0.0002, "memory": 10966, "data_time": 0.00386, "top1_acc": 0.58242, "top5_acc": 0.83477, "loss_cls": 1.57052, "loss": 1.57052, "grad_norm": 6.43398, "time": 2.0822}
{"mode": "train", "epoch": 49, "iter": 600, "lr": 0.0002, "memory": 10966, "data_time": 0.00264, "top1_acc": 0.58594, "top5_acc": 0.85625, "loss_cls": 1.47991, "loss": 1.47991, "grad_norm": 6.22271, "time": 2.04148}
{"mode": "train", "epoch": 49, "iter": 620, "lr": 0.0002, "memory": 10966, "data_time": 0.0016, "top1_acc": 0.57227, "top5_acc": 0.84062, "loss_cls": 1.56539, "loss": 1.56539, "grad_norm": 6.41837, "time": 1.98424}
{"mode": "train", "epoch": 49, "iter": 640, "lr": 0.0002, "memory": 10966, "data_time": 0.18173, "top1_acc": 0.56484, "top5_acc": 0.83945, "loss_cls": 1.58524, "loss": 1.58524, "grad_norm": 6.36365, "time": 2.07239}
{"mode": "train", "epoch": 49, "iter": 660, "lr": 0.0002, "memory": 10966, "data_time": 0.13616, "top1_acc": 0.5832, "top5_acc": 0.84414, "loss_cls": 1.51488, "loss": 1.51488, "grad_norm": 6.19113, "time": 2.15421}
{"mode": "train", "epoch": 49, "iter": 680, "lr": 0.0002, "memory": 10966, "data_time": 0.32916, "top1_acc": 0.59336, "top5_acc": 0.85117, "loss_cls": 1.52197, "loss": 1.52197, "grad_norm": 6.1692, "time": 2.00008}
{"mode": "train", "epoch": 49, "iter": 700, "lr": 0.0002, "memory": 10966, "data_time": 0.00162, "top1_acc": 0.57969, "top5_acc": 0.83789, "loss_cls": 1.5576, "loss": 1.5576, "grad_norm": 6.29378, "time": 1.99784}
{"mode": "train", "epoch": 49, "iter": 720, "lr": 0.0002, "memory": 10966, "data_time": 0.00461, "top1_acc": 0.56836, "top5_acc": 0.84609, "loss_cls": 1.54681, "loss": 1.54681, "grad_norm": 6.30586, "time": 2.14271}
{"mode": "train", "epoch": 49, "iter": 740, "lr": 0.0002, "memory": 10966, "data_time": 0.00318, "top1_acc": 0.56484, "top5_acc": 0.83945, "loss_cls": 1.57316, "loss": 1.57316, "grad_norm": 6.37746, "time": 2.00845}
{"mode": "train", "epoch": 49, "iter": 760, "lr": 0.0002, "memory": 10966, "data_time": 0.00371, "top1_acc": 0.57812, "top5_acc": 0.84258, "loss_cls": 1.54051, "loss": 1.54051, "grad_norm": 6.37562, "time": 2.05063}
{"mode": "train", "epoch": 49, "iter": 780, "lr": 0.0002, "memory": 10966, "data_time": 0.02486, "top1_acc": 0.58086, "top5_acc": 0.85586, "loss_cls": 1.48793, "loss": 1.48793, "grad_norm": 6.25884, "time": 2.01989}
{"mode": "train", "epoch": 49, "iter": 800, "lr": 0.0002, "memory": 10966, "data_time": 0.22019, "top1_acc": 0.5832, "top5_acc": 0.84297, "loss_cls": 1.5358, "loss": 1.5358, "grad_norm": 6.30382, "time": 2.15698}
{"mode": "train", "epoch": 49, "iter": 820, "lr": 0.0002, "memory": 10966, "data_time": 0.08029, "top1_acc": 0.58203, "top5_acc": 0.84648, "loss_cls": 1.53214, "loss": 1.53214, "grad_norm": 6.24559, "time": 1.89287}
{"mode": "train", "epoch": 49, "iter": 840, "lr": 0.0002, "memory": 10966, "data_time": 0.81153, "top1_acc": 0.58828, "top5_acc": 0.85117, "loss_cls": 1.53354, "loss": 1.53354, "grad_norm": 6.271, "time": 2.13536}
{"mode": "train", "epoch": 49, "iter": 860, "lr": 0.0002, "memory": 10966, "data_time": 0.00233, "top1_acc": 0.57344, "top5_acc": 0.84922, "loss_cls": 1.51508, "loss": 1.51508, "grad_norm": 6.28408, "time": 2.12346}
{"mode": "train", "epoch": 49, "iter": 880, "lr": 0.0002, "memory": 10966, "data_time": 0.47994, "top1_acc": 0.57969, "top5_acc": 0.85039, "loss_cls": 1.54313, "loss": 1.54313, "grad_norm": 6.39163, "time": 1.91388}
{"mode": "train", "epoch": 49, "iter": 900, "lr": 0.0002, "memory": 10966, "data_time": 1.49148, "top1_acc": 0.57539, "top5_acc": 0.84727, "loss_cls": 1.54645, "loss": 1.54645, "grad_norm": 6.27033, "time": 2.07115}
{"mode": "train", "epoch": 49, "iter": 920, "lr": 0.0002, "memory": 10966, "data_time": 1.3378, "top1_acc": 0.57266, "top5_acc": 0.85078, "loss_cls": 1.54051, "loss": 1.54051, "grad_norm": 6.42461, "time": 2.07788}
{"mode": "train", "epoch": 49, "iter": 940, "lr": 0.0002, "memory": 10966, "data_time": 0.0028, "top1_acc": 0.58555, "top5_acc": 0.86172, "loss_cls": 1.48891, "loss": 1.48891, "grad_norm": 6.16935, "time": 2.04042}
{"mode": "train", "epoch": 49, "iter": 960, "lr": 0.0002, "memory": 10966, "data_time": 0.20624, "top1_acc": 0.57266, "top5_acc": 0.84219, "loss_cls": 1.54317, "loss": 1.54317, "grad_norm": 6.34508, "time": 2.19669}
{"mode": "train", "epoch": 49, "iter": 980, "lr": 0.0002, "memory": 10966, "data_time": 0.94473, "top1_acc": 0.56328, "top5_acc": 0.83867, "loss_cls": 1.55467, "loss": 1.55467, "grad_norm": 6.43998, "time": 2.01349}
{"mode": "train", "epoch": 49, "iter": 1000, "lr": 0.0002, "memory": 10966, "data_time": 1.39002, "top1_acc": 0.56172, "top5_acc": 0.8375, "loss_cls": 1.54049, "loss": 1.54049, "grad_norm": 6.40063, "time": 1.95305}
{"mode": "train", "epoch": 49, "iter": 1020, "lr": 0.0002, "memory": 10966, "data_time": 1.30516, "top1_acc": 0.59141, "top5_acc": 0.84492, "loss_cls": 1.52921, "loss": 1.52921, "grad_norm": 6.15764, "time": 2.00539}
{"mode": "train", "epoch": 49, "iter": 1040, "lr": 0.0002, "memory": 10966, "data_time": 0.91274, "top1_acc": 0.58516, "top5_acc": 0.85273, "loss_cls": 1.47411, "loss": 1.47411, "grad_norm": 6.15566, "time": 2.11393}
{"mode": "train", "epoch": 49, "iter": 1060, "lr": 0.0002, "memory": 10966, "data_time": 1.4925, "top1_acc": 0.60234, "top5_acc": 0.84883, "loss_cls": 1.47199, "loss": 1.47199, "grad_norm": 6.15037, "time": 2.08611}
{"mode": "train", "epoch": 49, "iter": 1080, "lr": 0.0002, "memory": 10966, "data_time": 1.37263, "top1_acc": 0.59102, "top5_acc": 0.85859, "loss_cls": 1.48131, "loss": 1.48131, "grad_norm": 6.13507, "time": 2.04732}
{"mode": "train", "epoch": 49, "iter": 1100, "lr": 0.0002, "memory": 10966, "data_time": 0.95774, "top1_acc": 0.5832, "top5_acc": 0.85469, "loss_cls": 1.52552, "loss": 1.52552, "grad_norm": 6.25727, "time": 2.07078}
{"mode": "train", "epoch": 49, "iter": 1120, "lr": 0.0002, "memory": 10966, "data_time": 0.89442, "top1_acc": 0.57109, "top5_acc": 0.83789, "loss_cls": 1.57901, "loss": 1.57901, "grad_norm": 6.3975, "time": 1.98766}
{"mode": "train", "epoch": 49, "iter": 1140, "lr": 0.0002, "memory": 10966, "data_time": 0.6473, "top1_acc": 0.59727, "top5_acc": 0.85781, "loss_cls": 1.4575, "loss": 1.4575, "grad_norm": 6.03797, "time": 2.1162}
{"mode": "train", "epoch": 49, "iter": 1160, "lr": 0.0002, "memory": 10966, "data_time": 0.03299, "top1_acc": 0.58242, "top5_acc": 0.84023, "loss_cls": 1.54098, "loss": 1.54098, "grad_norm": 6.24579, "time": 2.06211}
{"mode": "train", "epoch": 49, "iter": 1180, "lr": 0.0002, "memory": 10966, "data_time": 0.00336, "top1_acc": 0.56758, "top5_acc": 0.84414, "loss_cls": 1.54105, "loss": 1.54105, "grad_norm": 6.31365, "time": 2.21211}
{"mode": "train", "epoch": 49, "iter": 1200, "lr": 0.0002, "memory": 10966, "data_time": 0.00228, "top1_acc": 0.56523, "top5_acc": 0.84688, "loss_cls": 1.53417, "loss": 1.53417, "grad_norm": 6.50898, "time": 2.19547}
{"mode": "train", "epoch": 49, "iter": 1220, "lr": 0.0002, "memory": 10966, "data_time": 0.00347, "top1_acc": 0.5875, "top5_acc": 0.84961, "loss_cls": 1.50168, "loss": 1.50168, "grad_norm": 6.16096, "time": 1.9825}
{"mode": "train", "epoch": 49, "iter": 1240, "lr": 0.0002, "memory": 10966, "data_time": 0.27209, "top1_acc": 0.56797, "top5_acc": 0.82773, "loss_cls": 1.59518, "loss": 1.59518, "grad_norm": 6.46284, "time": 1.93841}
{"mode": "train", "epoch": 49, "iter": 1260, "lr": 0.0002, "memory": 10966, "data_time": 0.00143, "top1_acc": 0.57578, "top5_acc": 0.83555, "loss_cls": 1.54074, "loss": 1.54074, "grad_norm": 6.22479, "time": 2.13204}
{"mode": "train", "epoch": 49, "iter": 1280, "lr": 0.0002, "memory": 10966, "data_time": 0.00251, "top1_acc": 0.59531, "top5_acc": 0.85195, "loss_cls": 1.48334, "loss": 1.48334, "grad_norm": 6.12932, "time": 2.07096}
{"mode": "train", "epoch": 49, "iter": 1300, "lr": 0.0002, "memory": 10966, "data_time": 0.00488, "top1_acc": 0.57578, "top5_acc": 0.83867, "loss_cls": 1.53389, "loss": 1.53389, "grad_norm": 6.2904, "time": 1.96584}
{"mode": "train", "epoch": 49, "iter": 1320, "lr": 0.0002, "memory": 10966, "data_time": 0.00321, "top1_acc": 0.59881, "top5_acc": 0.84524, "loss_cls": 1.47324, "loss": 1.47324, "grad_norm": 6.25042, "time": 1.89291}
{"mode": "val", "epoch": 49, "iter": 1320, "lr": 0.0002, "top1_acc": 0.31344, "top5_acc": 0.61153, "mean_class_accuracy": 0.24911}
{"mode": "train", "epoch": 50, "iter": 20, "lr": 0.0002, "memory": 10966, "data_time": 4.9543, "top1_acc": 0.58086, "top5_acc": 0.84961, "loss_cls": 1.51396, "loss": 1.51396, "grad_norm": 6.23446, "time": 6.35004}
{"mode": "train", "epoch": 50, "iter": 40, "lr": 0.0002, "memory": 10966, "data_time": 1.27487, "top1_acc": 0.58477, "top5_acc": 0.84492, "loss_cls": 1.53487, "loss": 1.53487, "grad_norm": 6.33654, "time": 2.0312}
{"mode": "train", "epoch": 50, "iter": 60, "lr": 0.0002, "memory": 10966, "data_time": 1.49723, "top1_acc": 0.59922, "top5_acc": 0.85039, "loss_cls": 1.49548, "loss": 1.49548, "grad_norm": 6.24314, "time": 2.11523}
{"mode": "train", "epoch": 50, "iter": 80, "lr": 0.0002, "memory": 10966, "data_time": 0.41673, "top1_acc": 0.58398, "top5_acc": 0.85352, "loss_cls": 1.48565, "loss": 1.48565, "grad_norm": 6.22154, "time": 2.08233}
{"mode": "train", "epoch": 50, "iter": 100, "lr": 0.0002, "memory": 10966, "data_time": 0.00955, "top1_acc": 0.58242, "top5_acc": 0.84375, "loss_cls": 1.51844, "loss": 1.51844, "grad_norm": 6.26888, "time": 2.21412}
{"mode": "train", "epoch": 50, "iter": 120, "lr": 0.0002, "memory": 10966, "data_time": 0.29038, "top1_acc": 0.58555, "top5_acc": 0.84531, "loss_cls": 1.50112, "loss": 1.50112, "grad_norm": 6.28053, "time": 1.91226}
{"mode": "train", "epoch": 50, "iter": 140, "lr": 0.0002, "memory": 10966, "data_time": 0.10627, "top1_acc": 0.59414, "top5_acc": 0.85469, "loss_cls": 1.49853, "loss": 1.49853, "grad_norm": 6.1344, "time": 1.95088}
{"mode": "train", "epoch": 50, "iter": 160, "lr": 0.0002, "memory": 10966, "data_time": 0.00381, "top1_acc": 0.58398, "top5_acc": 0.85352, "loss_cls": 1.51418, "loss": 1.51418, "grad_norm": 6.35092, "time": 2.01501}
{"mode": "train", "epoch": 50, "iter": 180, "lr": 0.0002, "memory": 10966, "data_time": 0.00163, "top1_acc": 0.59102, "top5_acc": 0.8457, "loss_cls": 1.4907, "loss": 1.4907, "grad_norm": 6.14287, "time": 2.11834}
{"mode": "train", "epoch": 50, "iter": 200, "lr": 0.0002, "memory": 10966, "data_time": 0.00163, "top1_acc": 0.58516, "top5_acc": 0.83594, "loss_cls": 1.53973, "loss": 1.53973, "grad_norm": 6.39414, "time": 2.21357}
{"mode": "train", "epoch": 50, "iter": 220, "lr": 0.0002, "memory": 10966, "data_time": 0.0025, "top1_acc": 0.5957, "top5_acc": 0.84766, "loss_cls": 1.52093, "loss": 1.52093, "grad_norm": 6.33292, "time": 2.0225}
{"mode": "train", "epoch": 50, "iter": 240, "lr": 0.0002, "memory": 10966, "data_time": 0.00319, "top1_acc": 0.5793, "top5_acc": 0.83867, "loss_cls": 1.53629, "loss": 1.53629, "grad_norm": 6.23224, "time": 2.09797}
{"mode": "train", "epoch": 50, "iter": 260, "lr": 0.0002, "memory": 10966, "data_time": 0.08327, "top1_acc": 0.57773, "top5_acc": 0.85156, "loss_cls": 1.53164, "loss": 1.53164, "grad_norm": 6.47457, "time": 1.99465}
{"mode": "train", "epoch": 50, "iter": 280, "lr": 0.0002, "memory": 10966, "data_time": 0.00112, "top1_acc": 0.56836, "top5_acc": 0.83906, "loss_cls": 1.55222, "loss": 1.55222, "grad_norm": 6.32636, "time": 2.14884}
{"mode": "train", "epoch": 50, "iter": 300, "lr": 0.0002, "memory": 10966, "data_time": 0.00574, "top1_acc": 0.60117, "top5_acc": 0.86094, "loss_cls": 1.45693, "loss": 1.45693, "grad_norm": 6.11893, "time": 2.05849}
{"mode": "train", "epoch": 50, "iter": 320, "lr": 0.0002, "memory": 10966, "data_time": 0.00582, "top1_acc": 0.58555, "top5_acc": 0.85078, "loss_cls": 1.50067, "loss": 1.50067, "grad_norm": 6.17657, "time": 1.99914}
{"mode": "train", "epoch": 50, "iter": 340, "lr": 0.0002, "memory": 10966, "data_time": 0.02217, "top1_acc": 0.57383, "top5_acc": 0.84102, "loss_cls": 1.54329, "loss": 1.54329, "grad_norm": 6.33951, "time": 2.14733}
{"mode": "train", "epoch": 50, "iter": 360, "lr": 0.0002, "memory": 10966, "data_time": 0.00407, "top1_acc": 0.57031, "top5_acc": 0.84805, "loss_cls": 1.54557, "loss": 1.54557, "grad_norm": 6.30986, "time": 1.94494}
{"mode": "train", "epoch": 50, "iter": 380, "lr": 0.0002, "memory": 10966, "data_time": 0.00246, "top1_acc": 0.59023, "top5_acc": 0.84297, "loss_cls": 1.51212, "loss": 1.51212, "grad_norm": 6.27159, "time": 2.09511}
{"mode": "train", "epoch": 50, "iter": 400, "lr": 0.0002, "memory": 10966, "data_time": 0.00514, "top1_acc": 0.58555, "top5_acc": 0.85859, "loss_cls": 1.46042, "loss": 1.46042, "grad_norm": 6.14154, "time": 2.10379}
{"mode": "train", "epoch": 50, "iter": 420, "lr": 0.0002, "memory": 10966, "data_time": 0.01044, "top1_acc": 0.57617, "top5_acc": 0.84141, "loss_cls": 1.54489, "loss": 1.54489, "grad_norm": 6.38476, "time": 1.96326}
{"mode": "train", "epoch": 50, "iter": 440, "lr": 0.0002, "memory": 10966, "data_time": 0.0117, "top1_acc": 0.57695, "top5_acc": 0.83867, "loss_cls": 1.55772, "loss": 1.55772, "grad_norm": 6.42042, "time": 2.03112}
{"mode": "train", "epoch": 50, "iter": 460, "lr": 0.0002, "memory": 10966, "data_time": 0.00345, "top1_acc": 0.57383, "top5_acc": 0.8375, "loss_cls": 1.56906, "loss": 1.56906, "grad_norm": 6.3848, "time": 2.04845}
{"mode": "train", "epoch": 50, "iter": 480, "lr": 0.0002, "memory": 10966, "data_time": 0.00475, "top1_acc": 0.57578, "top5_acc": 0.84297, "loss_cls": 1.51667, "loss": 1.51667, "grad_norm": 6.1537, "time": 1.97145}
{"mode": "train", "epoch": 50, "iter": 500, "lr": 0.0002, "memory": 10966, "data_time": 0.00319, "top1_acc": 0.5707, "top5_acc": 0.83711, "loss_cls": 1.56548, "loss": 1.56548, "grad_norm": 6.39436, "time": 2.09474}
{"mode": "train", "epoch": 50, "iter": 520, "lr": 0.0002, "memory": 10966, "data_time": 0.00778, "top1_acc": 0.58867, "top5_acc": 0.84492, "loss_cls": 1.51916, "loss": 1.51916, "grad_norm": 6.26171, "time": 2.08497}
{"mode": "train", "epoch": 50, "iter": 540, "lr": 0.0002, "memory": 10966, "data_time": 0.03313, "top1_acc": 0.56563, "top5_acc": 0.84961, "loss_cls": 1.50729, "loss": 1.50729, "grad_norm": 6.24254, "time": 1.97732}
{"mode": "train", "epoch": 50, "iter": 560, "lr": 0.0002, "memory": 10966, "data_time": 0.00919, "top1_acc": 0.57852, "top5_acc": 0.83047, "loss_cls": 1.55295, "loss": 1.55295, "grad_norm": 6.32431, "time": 2.1119}
{"mode": "train", "epoch": 50, "iter": 580, "lr": 0.0002, "memory": 10966, "data_time": 0.00371, "top1_acc": 0.58789, "top5_acc": 0.85508, "loss_cls": 1.47848, "loss": 1.47848, "grad_norm": 6.3053, "time": 2.06159}
{"mode": "train", "epoch": 50, "iter": 600, "lr": 0.0002, "memory": 10966, "data_time": 0.00292, "top1_acc": 0.57891, "top5_acc": 0.84219, "loss_cls": 1.53451, "loss": 1.53451, "grad_norm": 6.30401, "time": 2.07737}
{"mode": "train", "epoch": 50, "iter": 620, "lr": 0.0002, "memory": 10966, "data_time": 0.28403, "top1_acc": 0.58047, "top5_acc": 0.84219, "loss_cls": 1.5189, "loss": 1.5189, "grad_norm": 6.30952, "time": 2.01024}
{"mode": "train", "epoch": 50, "iter": 640, "lr": 0.0002, "memory": 10966, "data_time": 1.4512, "top1_acc": 0.58516, "top5_acc": 0.8543, "loss_cls": 1.47372, "loss": 1.47372, "grad_norm": 6.29497, "time": 2.05526}
{"mode": "train", "epoch": 50, "iter": 660, "lr": 0.0002, "memory": 10966, "data_time": 1.26768, "top1_acc": 0.57969, "top5_acc": 0.84609, "loss_cls": 1.5203, "loss": 1.5203, "grad_norm": 6.22786, "time": 2.10848}
{"mode": "train", "epoch": 50, "iter": 680, "lr": 0.0002, "memory": 10966, "data_time": 0.19038, "top1_acc": 0.57383, "top5_acc": 0.84922, "loss_cls": 1.50868, "loss": 1.50868, "grad_norm": 6.17173, "time": 2.13338}
{"mode": "train", "epoch": 50, "iter": 700, "lr": 0.0002, "memory": 10966, "data_time": 0.0046, "top1_acc": 0.59727, "top5_acc": 0.85508, "loss_cls": 1.48287, "loss": 1.48287, "grad_norm": 6.17701, "time": 1.96489}
{"mode": "train", "epoch": 50, "iter": 720, "lr": 0.0002, "memory": 10966, "data_time": 0.00667, "top1_acc": 0.56289, "top5_acc": 0.83984, "loss_cls": 1.54141, "loss": 1.54141, "grad_norm": 6.27432, "time": 2.19086}
{"mode": "train", "epoch": 50, "iter": 740, "lr": 0.0002, "memory": 10966, "data_time": 0.00479, "top1_acc": 0.56641, "top5_acc": 0.84141, "loss_cls": 1.56387, "loss": 1.56387, "grad_norm": 6.3616, "time": 2.03333}
{"mode": "train", "epoch": 50, "iter": 760, "lr": 0.0002, "memory": 10966, "data_time": 0.00208, "top1_acc": 0.58398, "top5_acc": 0.8457, "loss_cls": 1.52322, "loss": 1.52322, "grad_norm": 6.39094, "time": 2.11979}
{"mode": "train", "epoch": 50, "iter": 780, "lr": 0.0002, "memory": 10966, "data_time": 0.00307, "top1_acc": 0.58047, "top5_acc": 0.84219, "loss_cls": 1.53349, "loss": 1.53349, "grad_norm": 6.29517, "time": 1.96497}
{"mode": "train", "epoch": 50, "iter": 800, "lr": 0.0002, "memory": 10966, "data_time": 0.0066, "top1_acc": 0.59336, "top5_acc": 0.8457, "loss_cls": 1.50496, "loss": 1.50496, "grad_norm": 6.27362, "time": 2.09811}
{"mode": "train", "epoch": 50, "iter": 820, "lr": 0.0002, "memory": 10966, "data_time": 0.01063, "top1_acc": 0.5875, "top5_acc": 0.83867, "loss_cls": 1.51622, "loss": 1.51622, "grad_norm": 6.35038, "time": 2.17653}
{"mode": "train", "epoch": 50, "iter": 840, "lr": 0.0002, "memory": 10966, "data_time": 0.00376, "top1_acc": 0.57852, "top5_acc": 0.84766, "loss_cls": 1.52415, "loss": 1.52415, "grad_norm": 6.29211, "time": 2.11622}
{"mode": "train", "epoch": 50, "iter": 860, "lr": 0.0002, "memory": 10966, "data_time": 0.68657, "top1_acc": 0.59688, "top5_acc": 0.85078, "loss_cls": 1.47285, "loss": 1.47285, "grad_norm": 6.2461, "time": 1.938}
{"mode": "train", "epoch": 50, "iter": 880, "lr": 0.0002, "memory": 10966, "data_time": 0.19617, "top1_acc": 0.5668, "top5_acc": 0.83711, "loss_cls": 1.58497, "loss": 1.58497, "grad_norm": 6.32541, "time": 2.13627}
{"mode": "train", "epoch": 50, "iter": 900, "lr": 0.0002, "memory": 10966, "data_time": 0.00317, "top1_acc": 0.56875, "top5_acc": 0.84102, "loss_cls": 1.55302, "loss": 1.55302, "grad_norm": 6.39642, "time": 2.06589}
{"mode": "train", "epoch": 50, "iter": 920, "lr": 0.0002, "memory": 10966, "data_time": 0.42127, "top1_acc": 0.57734, "top5_acc": 0.83281, "loss_cls": 1.55747, "loss": 1.55747, "grad_norm": 6.23706, "time": 2.05947}
{"mode": "train", "epoch": 50, "iter": 940, "lr": 0.0002, "memory": 10966, "data_time": 0.806, "top1_acc": 0.58516, "top5_acc": 0.84648, "loss_cls": 1.51565, "loss": 1.51565, "grad_norm": 6.33135, "time": 1.96143}
{"mode": "train", "epoch": 50, "iter": 960, "lr": 0.0002, "memory": 10966, "data_time": 1.13935, "top1_acc": 0.57422, "top5_acc": 0.84375, "loss_cls": 1.53763, "loss": 1.53763, "grad_norm": 6.30977, "time": 2.16916}
{"mode": "train", "epoch": 50, "iter": 980, "lr": 0.0002, "memory": 10966, "data_time": 0.3325, "top1_acc": 0.60312, "top5_acc": 0.84297, "loss_cls": 1.50153, "loss": 1.50153, "grad_norm": 6.28033, "time": 1.89967}
{"mode": "train", "epoch": 50, "iter": 1000, "lr": 0.0002, "memory": 10966, "data_time": 0.10998, "top1_acc": 0.58555, "top5_acc": 0.85742, "loss_cls": 1.50051, "loss": 1.50051, "grad_norm": 6.38792, "time": 2.20513}
{"mode": "train", "epoch": 50, "iter": 1020, "lr": 0.0002, "memory": 10966, "data_time": 0.00384, "top1_acc": 0.58945, "top5_acc": 0.85469, "loss_cls": 1.49042, "loss": 1.49042, "grad_norm": 6.19034, "time": 1.89809}
{"mode": "train", "epoch": 50, "iter": 1040, "lr": 0.0002, "memory": 10966, "data_time": 0.17309, "top1_acc": 0.59609, "top5_acc": 0.84688, "loss_cls": 1.45633, "loss": 1.45633, "grad_norm": 6.16736, "time": 2.06433}
{"mode": "train", "epoch": 50, "iter": 1060, "lr": 0.0002, "memory": 10966, "data_time": 0.00286, "top1_acc": 0.58438, "top5_acc": 0.84844, "loss_cls": 1.47985, "loss": 1.47985, "grad_norm": 6.26164, "time": 1.98939}
{"mode": "train", "epoch": 50, "iter": 1080, "lr": 0.0002, "memory": 10966, "data_time": 0.00206, "top1_acc": 0.57266, "top5_acc": 0.83984, "loss_cls": 1.56845, "loss": 1.56845, "grad_norm": 6.35332, "time": 2.22889}
{"mode": "train", "epoch": 50, "iter": 1100, "lr": 0.0002, "memory": 10966, "data_time": 0.00251, "top1_acc": 0.59609, "top5_acc": 0.85469, "loss_cls": 1.46227, "loss": 1.46227, "grad_norm": 6.16564, "time": 2.03483}
{"mode": "train", "epoch": 50, "iter": 1120, "lr": 0.0002, "memory": 10966, "data_time": 0.00392, "top1_acc": 0.59844, "top5_acc": 0.84688, "loss_cls": 1.48809, "loss": 1.48809, "grad_norm": 6.28362, "time": 2.01961}
{"mode": "train", "epoch": 50, "iter": 1140, "lr": 0.0002, "memory": 10966, "data_time": 0.32564, "top1_acc": 0.57422, "top5_acc": 0.84727, "loss_cls": 1.52465, "loss": 1.52465, "grad_norm": 6.211, "time": 2.07857}
{"mode": "train", "epoch": 50, "iter": 1160, "lr": 0.0002, "memory": 10966, "data_time": 0.58332, "top1_acc": 0.57812, "top5_acc": 0.84766, "loss_cls": 1.51835, "loss": 1.51835, "grad_norm": 6.34078, "time": 1.96967}
{"mode": "train", "epoch": 50, "iter": 1180, "lr": 0.0002, "memory": 10966, "data_time": 0.85952, "top1_acc": 0.5793, "top5_acc": 0.84727, "loss_cls": 1.5749, "loss": 1.5749, "grad_norm": 6.48987, "time": 2.21316}
{"mode": "train", "epoch": 50, "iter": 1200, "lr": 0.0002, "memory": 10966, "data_time": 0.34726, "top1_acc": 0.59336, "top5_acc": 0.84336, "loss_cls": 1.50677, "loss": 1.50677, "grad_norm": 6.30332, "time": 2.05875}
{"mode": "train", "epoch": 50, "iter": 1220, "lr": 0.0002, "memory": 10966, "data_time": 0.24346, "top1_acc": 0.57383, "top5_acc": 0.84297, "loss_cls": 1.52863, "loss": 1.52863, "grad_norm": 6.28876, "time": 2.08744}
{"mode": "train", "epoch": 50, "iter": 1240, "lr": 0.0002, "memory": 10966, "data_time": 0.04004, "top1_acc": 0.57539, "top5_acc": 0.83672, "loss_cls": 1.58884, "loss": 1.58884, "grad_norm": 6.4558, "time": 2.08061}
{"mode": "train", "epoch": 50, "iter": 1260, "lr": 0.0002, "memory": 10966, "data_time": 0.00396, "top1_acc": 0.59375, "top5_acc": 0.84844, "loss_cls": 1.48929, "loss": 1.48929, "grad_norm": 6.26005, "time": 1.93526}
{"mode": "train", "epoch": 50, "iter": 1280, "lr": 0.0002, "memory": 10966, "data_time": 0.0108, "top1_acc": 0.55664, "top5_acc": 0.83906, "loss_cls": 1.56752, "loss": 1.56752, "grad_norm": 6.53422, "time": 2.26938}
{"mode": "train", "epoch": 50, "iter": 1300, "lr": 0.0002, "memory": 10966, "data_time": 0.00397, "top1_acc": 0.58516, "top5_acc": 0.84453, "loss_cls": 1.54633, "loss": 1.54633, "grad_norm": 6.39283, "time": 2.0394}
{"mode": "train", "epoch": 50, "iter": 1320, "lr": 0.0002, "memory": 10966, "data_time": 0.00547, "top1_acc": 0.58254, "top5_acc": 0.8373, "loss_cls": 1.54347, "loss": 1.54347, "grad_norm": 6.50885, "time": 1.80076}
{"mode": "val", "epoch": 50, "iter": 1320, "lr": 0.0002, "top1_acc": 0.31533, "top5_acc": 0.61258, "mean_class_accuracy": 0.25031}
